id	sid	tid	token	lemma	pos
gssr-621	1	1	global	global	ADJ
gssr-621	1	2	sustainability	sustainability	PROPN
gssr-621	1	3	research	research	PROPN
gssr-621	1	4	issn	issn	PROPN
gssr-621	1	5	:	:	PUNCT
gssr-621	1	6	2833	2833	NUM
gssr-621	1	7	-	-	SYM
gssr-621	1	8	986x	986x	NUM
gssr-621	1	9	https://doi.org/10.56556/gssr.v2i4.621	https://doi.org/10.56556/gssr.v2i4.621	PROPN
gssr-621	1	10	global	global	ADJ
gssr-621	1	11	scientific	scientific	ADJ
gssr-621	1	12	research	research	NOUN
gssr-621	1	13	77	77	NUM
gssr-621	1	14	review	review	NOUN
gssr-621	1	15	article	article	NOUN
gssr-621	1	16	renewable	renewable	ADJ
gssr-621	1	17	carbohydrates	carbohydrate	NOUN
gssr-621	1	18	:	:	PUNCT
gssr-621	1	19	advancements	advancement	NOUN
gssr-621	1	20	in	in	ADP
gssr-621	1	21	sustainable	sustainable	ADJ
gssr-621	1	22	glucose	glucose	NOUN
gssr-621	1	23	production	production	NOUN
gssr-621	1	24	and	and	CCONJ
gssr-621	1	25	optimization	optimization	NOUN
gssr-621	1	26	thlama	thlama	NOUN
gssr-621	1	27	mainta	mainta	PROPN
gssr-621	1	28	mperiju1	mperiju1	PROPN
gssr-621	1	29	,	,	PUNCT
gssr-621	1	30	kiman	kiman	ADJ
gssr-621	1	31	silas1	silas1	PROPN
gssr-621	1	32	*	*	PROPN
gssr-621	1	33	,	,	PUNCT
gssr-621	1	34	mohammed	mohammed	PROPN
gssr-621	1	35	modu	modu	PROPN
gssr-621	1	36	aji1	aji1	PROPN
gssr-621	1	37	,	,	PUNCT
gssr-621	1	38	abdulhalim	abdulhalim	NOUN
gssr-621	1	39	musa	musa	PROPN
gssr-621	1	40	abubakar1	abubakar1	PROPN
gssr-621	1	41	,	,	PUNCT
gssr-621	1	42	2	2	NUM
gssr-621	1	43	,	,	PUNCT
gssr-621	1	44	agus	agus	NOUN
gssr-621	1	45	budianto3	budianto3	PROPN
gssr-621	1	46	,	,	PUNCT
gssr-621	1	47	indianraj	indianraj	PROPN
gssr-621	1	48	n4	n4	PROPN
gssr-621	1	49	,	,	PUNCT
gssr-621	1	50	rezkallah	rezkallah	ADJ
gssr-621	1	51	chafika5	chafika5	PROPN
gssr-621	2	1	1department	1department	NUM
gssr-621	2	2	of	of	ADP
gssr-621	2	3	chemical	chemical	PROPN
gssr-621	2	4	engineering	engineering	NOUN
gssr-621	2	5	,	,	PUNCT
gssr-621	2	6	faculty	faculty	NOUN
gssr-621	2	7	of	of	ADP
gssr-621	2	8	engineering	engineering	NOUN
gssr-621	2	9	,	,	PUNCT
gssr-621	2	10	university	university	NOUN
gssr-621	2	11	of	of	ADP
gssr-621	2	12	maiduguri	maiduguri	PROPN
gssr-621	2	13	,	,	PUNCT
gssr-621	2	14	pmb	pmb	PROPN
gssr-621	2	15	1069	1069	NUM
gssr-621	2	16	,	,	PUNCT
gssr-621	2	17	bama	bama	NOUN
gssr-621	2	18	road	road	NOUN
gssr-621	2	19	,	,	PUNCT
gssr-621	2	20	maiduguri	maiduguri	PROPN
gssr-621	2	21	,	,	PUNCT
gssr-621	2	22	borno	borno	PROPN
gssr-621	2	23	state	state	PROPN
gssr-621	2	24	,	,	PUNCT
gssr-621	2	25	nigeria	nigeria	PROPN
gssr-621	3	1	2department	2department	NUM
gssr-621	3	2	of	of	ADP
gssr-621	3	3	chemical	chemical	PROPN
gssr-621	3	4	engineering	engineering	NOUN
gssr-621	3	5	,	,	PUNCT
gssr-621	3	6	faculty	faculty	NOUN
gssr-621	3	7	of	of	ADP
gssr-621	3	8	engineering	engineering	NOUN
gssr-621	3	9	,	,	PUNCT
gssr-621	3	10	modibbo	modibbo	PROPN
gssr-621	3	11	adama	adama	PROPN
gssr-621	3	12	university	university	PROPN
gssr-621	3	13	,	,	PUNCT
gssr-621	3	14	pmb	pmb	PROPN
gssr-621	3	15	2076	2076	NUM
gssr-621	3	16	,	,	PUNCT
gssr-621	3	17	yola	yola	PROPN
gssr-621	3	18	,	,	PUNCT
gssr-621	3	19	adamawa	adamawa	PROPN
gssr-621	3	20	state	state	PROPN
gssr-621	3	21	,	,	PUNCT
gssr-621	3	22	nigeria	nigeria	PROPN
gssr-621	4	1	3department	3department	NUM
gssr-621	4	2	of	of	ADP
gssr-621	4	3	chemical	chemical	PROPN
gssr-621	4	4	engineering	engineering	NOUN
gssr-621	4	5	,	,	PUNCT
gssr-621	4	6	industrial	industrial	ADJ
gssr-621	4	7	technology	technology	NOUN
gssr-621	4	8	faculty	faculty	NOUN
gssr-621	4	9	,	,	PUNCT
gssr-621	4	10	institute	institute	PROPN
gssr-621	4	11	teknologi	teknologi	PROPN
gssr-621	4	12	adhitama	adhitama	PROPN
gssr-621	4	13	surabaya	surabaya	PROPN
gssr-621	4	14	,	,	PUNCT
gssr-621	4	15	indonesia	indonesia	PROPN
gssr-621	4	16	4department	4department	NUM
gssr-621	4	17	of	of	ADP
gssr-621	4	18	agronomy	agronomy	NOUN
gssr-621	4	19	,	,	PUNCT
gssr-621	4	20	adhiyamaan	adhiyamaan	PROPN
gssr-621	4	21	college	college	PROPN
gssr-621	4	22	of	of	ADP
gssr-621	4	23	agriculture	agriculture	NOUN
gssr-621	4	24	and	and	CCONJ
gssr-621	4	25	research	research	NOUN
gssr-621	4	26	,	,	PUNCT
gssr-621	4	27	hosur	hosur	PROPN
gssr-621	4	28	tamilnadu	tamilnadu	PROPN
gssr-621	4	29	,	,	PUNCT
gssr-621	4	30	india	india	PROPN
gssr-621	4	31	5departement	5departement	NUM
gssr-621	4	32	of	of	ADP
gssr-621	4	33	biology	biology	NOUN
gssr-621	4	34	,	,	PUNCT
gssr-621	4	35	faculty	faculty	NOUN
gssr-621	4	36	of	of	ADP
gssr-621	4	37	science	science	NOUN
gssr-621	4	38	exacte	exacte	NOUN
gssr-621	4	39	and	and	CCONJ
gssr-621	4	40	natural	natural	ADJ
gssr-621	4	41	live	live	NOUN
gssr-621	4	42	,	,	PUNCT
gssr-621	4	43	university	university	NOUN
gssr-621	4	44	of	of	ADP
gssr-621	4	45	tebessa	tebessa	NOUN
gssr-621	4	46	,	,	PUNCT
gssr-621	4	47	algeria	algeria	PROPN
gssr-621	4	48	corresponding	corresponding	ADJ
gssr-621	4	49	author	author	NOUN
gssr-621	4	50	:	:	PUNCT
gssr-621	4	51	kiman	kiman	PROPN
gssr-621	4	52	silas	silas	PROPN
gssr-621	4	53	:	:	PUNCT
gssr-621	4	54	silaskiman@unimaid.edu.ng	silaskiman@unimaid.edu.ng	ADV
gssr-621	4	55	received	receive	VERB
gssr-621	4	56	:	:	PUNCT
gssr-621	4	57	24	24	NUM
gssr-621	4	58	august	august	PROPN
gssr-621	4	59	,	,	PUNCT
gssr-621	4	60	2023	2023	NUM
gssr-621	4	61	,	,	PUNCT
gssr-621	4	62	accepted	accept	VERB
gssr-621	4	63	:	:	PUNCT
gssr-621	4	64	28	28	NUM
gssr-621	4	65	november	november	PROPN
gssr-621	4	66	,	,	PUNCT
gssr-621	4	67	2023	2023	NUM
gssr-621	4	68	,	,	PUNCT
gssr-621	4	69	published	publish	VERB
gssr-621	4	70	:	:	PUNCT
gssr-621	4	71	05	05	NUM
gssr-621	4	72	december	december	PROPN
gssr-621	4	73	,	,	PUNCT
gssr-621	4	74	2023	2023	NUM
gssr-621	4	75	abstract	abstract	NOUN
gssr-621	4	76	this	this	DET
gssr-621	4	77	study	study	NOUN
gssr-621	4	78	explores	explore	NOUN
gssr-621	4	79	and	and	CCONJ
gssr-621	4	80	optimizes	optimize	VERB
gssr-621	4	81	glucose	glucose	NOUN
gssr-621	4	82	production	production	NOUN
gssr-621	4	83	through	through	ADP
gssr-621	4	84	various	various	ADJ
gssr-621	4	85	biochemical	biochemical	ADJ
gssr-621	4	86	processes	process	NOUN
gssr-621	4	87	and	and	CCONJ
gssr-621	4	88	assesses	assess	VERB
gssr-621	4	89	the	the	DET
gssr-621	4	90	potential	potential	NOUN
gssr-621	4	91	of	of	ADP
gssr-621	4	92	diverse	diverse	ADJ
gssr-621	4	93	feedstock	feedstock	NOUN
gssr-621	4	94	sources	source	NOUN
gssr-621	4	95	to	to	PART
gssr-621	4	96	meet	meet	VERB
gssr-621	4	97	the	the	DET
gssr-621	4	98	growing	grow	VERB
gssr-621	4	99	demand	demand	NOUN
gssr-621	4	100	for	for	ADP
gssr-621	4	101	renewable	renewable	ADJ
gssr-621	4	102	carbohydrates	carbohydrate	NOUN
gssr-621	4	103	.	.	PUNCT
gssr-621	5	1	it	it	PRON
gssr-621	5	2	focuses	focus	VERB
gssr-621	5	3	on	on	ADP
gssr-621	5	4	glucose	glucose	NOUN
gssr-621	5	5	production	production	NOUN
gssr-621	5	6	's	's	PART
gssr-621	5	7	significance	significance	NOUN
gssr-621	5	8	in	in	ADP
gssr-621	5	9	biological	biological	ADJ
gssr-621	5	10	systems	system	NOUN
gssr-621	5	11	and	and	CCONJ
gssr-621	5	12	industrial	industrial	ADJ
gssr-621	5	13	applications	application	NOUN
gssr-621	5	14	,	,	PUNCT
gssr-621	5	15	analyzing	analyze	VERB
gssr-621	5	16	pathways	pathway	NOUN
gssr-621	5	17	like	like	ADP
gssr-621	5	18	enzymatic	enzymatic	ADJ
gssr-621	5	19	hydrolysis	hydrolysis	NOUN
gssr-621	5	20	of	of	ADP
gssr-621	5	21	polysaccharides	polysaccharide	NOUN
gssr-621	5	22	and	and	CCONJ
gssr-621	5	23	acid	acid	NOUN
gssr-621	5	24	hydrolysis	hydrolysis	NOUN
gssr-621	5	25	of	of	ADP
gssr-621	5	26	biomass	biomass	NOUN
gssr-621	5	27	.	.	PUNCT
gssr-621	6	1	the	the	DET
gssr-621	6	2	kinetics	kinetic	NOUN
gssr-621	6	3	of	of	ADP
gssr-621	6	4	glucose	glucose	NOUN
gssr-621	6	5	production	production	NOUN
gssr-621	6	6	are	be	AUX
gssr-621	6	7	examined	examine	VERB
gssr-621	6	8	,	,	PUNCT
gssr-621	6	9	encompassing	encompass	VERB
gssr-621	6	10	kinetic	kinetic	ADJ
gssr-621	6	11	models	model	NOUN
gssr-621	6	12	for	for	ADP
gssr-621	6	13	enzymatic	enzymatic	ADJ
gssr-621	6	14	hydrolysis	hydrolysis	NOUN
gssr-621	6	15	,	,	PUNCT
gssr-621	6	16	acid	acid	NOUN
gssr-621	6	17	hydrolysis	hydrolysis	NOUN
gssr-621	6	18	,	,	PUNCT
gssr-621	6	19	and	and	CCONJ
gssr-621	6	20	fermentation	fermentation	NOUN
gssr-621	6	21	processes	process	NOUN
gssr-621	6	22	.	.	PUNCT
gssr-621	7	1	factors	factor	NOUN
gssr-621	7	2	influencing	influence	VERB
gssr-621	7	3	reaction	reaction	NOUN
gssr-621	7	4	kinetics	kinetic	NOUN
gssr-621	7	5	are	be	AUX
gssr-621	7	6	explored	explore	VERB
gssr-621	7	7	,	,	PUNCT
gssr-621	7	8	and	and	CCONJ
gssr-621	7	9	experimental	experimental	ADJ
gssr-621	7	10	techniques	technique	NOUN
gssr-621	7	11	for	for	ADP
gssr-621	7	12	kinetic	kinetic	ADJ
gssr-621	7	13	parameter	parameter	NOUN
gssr-621	7	14	estimation	estimation	NOUN
gssr-621	7	15	are	be	AUX
gssr-621	7	16	discussed	discuss	VERB
gssr-621	7	17	.	.	PUNCT
gssr-621	8	1	to	to	PART
gssr-621	8	2	address	address	VERB
gssr-621	8	3	sustainability	sustainability	NOUN
gssr-621	8	4	and	and	CCONJ
gssr-621	8	5	resource	resource	NOUN
gssr-621	8	6	utilization	utilization	NOUN
gssr-621	8	7	challenges	challenge	NOUN
gssr-621	8	8	,	,	PUNCT
gssr-621	8	9	the	the	DET
gssr-621	8	10	study	study	NOUN
gssr-621	8	11	investigates	investigate	VERB
gssr-621	8	12	locally	locally	ADV
gssr-621	8	13	sourced	source	VERB
gssr-621	8	14	materials	material	NOUN
gssr-621	8	15	like	like	ADP
gssr-621	8	16	agricultural	agricultural	ADJ
gssr-621	8	17	residues	residue	NOUN
gssr-621	8	18	,	,	PUNCT
gssr-621	8	19	forest	forest	NOUN
gssr-621	8	20	biomass	biomass	NOUN
gssr-621	8	21	,	,	PUNCT
gssr-621	8	22	algal	algal	ADJ
gssr-621	8	23	biomass	biomass	NOUN
gssr-621	8	24	,	,	PUNCT
gssr-621	8	25	and	and	CCONJ
gssr-621	8	26	food	food	NOUN
gssr-621	8	27	waste	waste	NOUN
gssr-621	8	28	as	as	ADP
gssr-621	8	29	renewable	renewable	ADJ
gssr-621	8	30	feedstock	feedstock	NOUN
gssr-621	8	31	sources	source	NOUN
gssr-621	8	32	.	.	PUNCT
gssr-621	9	1	optimization	optimization	NOUN
gssr-621	9	2	strategies	strategy	NOUN
gssr-621	9	3	for	for	ADP
gssr-621	9	4	glucose	glucose	NOUN
gssr-621	9	5	production	production	NOUN
gssr-621	9	6	are	be	AUX
gssr-621	9	7	presented	present	VERB
gssr-621	9	8	,	,	PUNCT
gssr-621	9	9	using	use	VERB
gssr-621	9	10	statistical	statistical	ADJ
gssr-621	9	11	design	design	NOUN
gssr-621	9	12	of	of	ADP
gssr-621	9	13	experiments	experiment	NOUN
gssr-621	9	14	and	and	CCONJ
gssr-621	9	15	response	response	NOUN
gssr-621	9	16	surface	surface	NOUN
gssr-621	9	17	methodology	methodology	NOUN
gssr-621	9	18	.	.	PUNCT
gssr-621	10	1	techno	techno	NOUN
gssr-621	10	2	-	-	PUNCT
gssr-621	10	3	economic	economic	ADJ
gssr-621	10	4	analysis	analysis	NOUN
gssr-621	10	5	and	and	CCONJ
gssr-621	10	6	life	life	NOUN
gssr-621	10	7	cycle	cycle	NOUN
gssr-621	10	8	assessments	assessment	NOUN
gssr-621	10	9	provide	provide	VERB
gssr-621	10	10	a	a	DET
gssr-621	10	11	holistic	holistic	ADJ
gssr-621	10	12	evaluation	evaluation	NOUN
gssr-621	10	13	of	of	ADP
gssr-621	10	14	environmental	environmental	ADJ
gssr-621	10	15	and	and	CCONJ
gssr-621	10	16	economic	economic	ADJ
gssr-621	10	17	aspects	aspect	NOUN
gssr-621	10	18	associated	associate	VERB
gssr-621	10	19	with	with	ADP
gssr-621	10	20	glucose	glucose	NOUN
gssr-621	10	21	production	production	NOUN
gssr-621	10	22	processes	process	NOUN
gssr-621	10	23	.	.	PUNCT
gssr-621	11	1	the	the	DET
gssr-621	11	2	study	study	NOUN
gssr-621	11	3	's	's	PART
gssr-621	11	4	comprehensive	comprehensive	ADJ
gssr-621	11	5	approach	approach	NOUN
gssr-621	11	6	to	to	ADP
gssr-621	11	7	glucose	glucose	NOUN
gssr-621	11	8	production	production	NOUN
gssr-621	11	9	,	,	PUNCT
gssr-621	11	10	encompassing	encompass	VERB
gssr-621	11	11	both	both	CCONJ
gssr-621	11	12	technological	technological	ADJ
gssr-621	11	13	advancements	advancement	NOUN
gssr-621	11	14	and	and	CCONJ
gssr-621	11	15	sustainability	sustainability	NOUN
gssr-621	11	16	considerations	consideration	NOUN
gssr-621	11	17	,	,	PUNCT
gssr-621	11	18	offers	offer	VERB
gssr-621	11	19	insights	insight	NOUN
gssr-621	11	20	into	into	ADP
gssr-621	11	21	enzymatic	enzymatic	ADJ
gssr-621	11	22	,	,	PUNCT
gssr-621	11	23	acid	acid	NOUN
gssr-621	11	24	hydrolysis	hydrolysis	NOUN
gssr-621	11	25	,	,	PUNCT
gssr-621	11	26	and	and	CCONJ
gssr-621	11	27	fermentation	fermentation	NOUN
gssr-621	11	28	processes	process	NOUN
gssr-621	11	29	,	,	PUNCT
gssr-621	11	30	as	as	ADV
gssr-621	11	31	well	well	ADV
gssr-621	11	32	as	as	ADP
gssr-621	11	33	comparing	compare	VERB
gssr-621	11	34	diverse	diverse	ADJ
gssr-621	11	35	feedstock	feedstock	NOUN
gssr-621	11	36	sources	source	NOUN
gssr-621	11	37	.	.	PUNCT
gssr-621	12	1	this	this	DET
gssr-621	12	2	knowledge	knowledge	NOUN
gssr-621	12	3	can	can	AUX
gssr-621	12	4	foster	foster	VERB
gssr-621	12	5	further	further	ADJ
gssr-621	12	6	advancements	advancement	NOUN
gssr-621	12	7	in	in	ADP
gssr-621	12	8	the	the	DET
gssr-621	12	9	field	field	NOUN
gssr-621	12	10	,	,	PUNCT
gssr-621	12	11	benefit	benefit	NOUN
gssr-621	12	12	industries	industry	NOUN
gssr-621	12	13	,	,	PUNCT
gssr-621	12	14	and	and	CCONJ
gssr-621	12	15	encourage	encourage	VERB
gssr-621	12	16	policymakers	policymaker	NOUN
gssr-621	12	17	to	to	PART
gssr-621	12	18	promote	promote	VERB
gssr-621	12	19	the	the	DET
gssr-621	12	20	integration	integration	NOUN
gssr-621	12	21	of	of	ADP
gssr-621	12	22	renewable	renewable	ADJ
gssr-621	12	23	carbohydrates	carbohydrate	NOUN
gssr-621	12	24	in	in	ADP
gssr-621	12	25	the	the	DET
gssr-621	12	26	broader	broad	ADJ
gssr-621	12	27	bioeconomy	bioeconomy	NOUN
gssr-621	12	28	.	.	PUNCT
gssr-621	13	1	the	the	DET
gssr-621	13	2	research	research	NOUN
gssr-621	13	3	contributes	contribute	VERB
gssr-621	13	4	to	to	ADP
gssr-621	13	5	the	the	DET
gssr-621	13	6	global	global	ADJ
gssr-621	13	7	shift	shift	NOUN
gssr-621	13	8	towards	towards	ADP
gssr-621	13	9	a	a	DET
gssr-621	13	10	greener	green	ADJ
gssr-621	13	11	and	and	CCONJ
gssr-621	13	12	more	more	ADV
gssr-621	13	13	sustainable	sustainable	ADJ
gssr-621	13	14	future	future	NOUN
gssr-621	13	15	,	,	PUNCT
gssr-621	13	16	where	where	SCONJ
gssr-621	13	17	glucose	glucose	NOUN
gssr-621	13	18	production	production	NOUN
gssr-621	13	19	plays	play	VERB
gssr-621	13	20	a	a	DET
gssr-621	13	21	key	key	ADJ
gssr-621	13	22	role	role	NOUN
gssr-621	13	23	in	in	ADP
gssr-621	13	24	building	build	VERB
gssr-621	13	25	a	a	DET
gssr-621	13	26	resilient	resilient	ADJ
gssr-621	13	27	and	and	CCONJ
gssr-621	13	28	eco	eco	NOUN
gssr-621	13	29	-	-	PUNCT
gssr-621	13	30	conscious	conscious	ADJ
gssr-621	13	31	society	society	NOUN
gssr-621	13	32	.	.	PUNCT
gssr-621	14	1	keywords	keyword	NOUN
gssr-621	14	2	:	:	PUNCT
gssr-621	14	3	glucose	glucose	NOUN
gssr-621	14	4	production	production	NOUN
gssr-621	14	5	;	;	PUNCT
gssr-621	14	6	enzymatic	enzymatic	ADJ
gssr-621	14	7	hydrolysis	hydrolysis	NOUN
gssr-621	14	8	;	;	PUNCT
gssr-621	14	9	biofuel	biofuel	NOUN
gssr-621	14	10	;	;	PUNCT
gssr-621	14	11	fermentation	fermentation	NOUN
gssr-621	14	12	processes	process	NOUN
gssr-621	14	13	;	;	PUNCT
gssr-621	14	14	bioproduct	bioproduct	NOUN
gssr-621	14	15	industries	industry	NOUN
gssr-621	14	16	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	14	17	global	global	ADJ
gssr-621	14	18	sustainability	sustainability	NOUN
gssr-621	14	19	research	research	NOUN
gssr-621	14	20	global	global	ADJ
gssr-621	14	21	scientific	scientific	ADJ
gssr-621	14	22	research	research	NOUN
gssr-621	14	23	78	78	NUM
gssr-621	14	24	introduction	introduction	NOUN
gssr-621	14	25	glucose	glucose	NOUN
gssr-621	14	26	,	,	PUNCT
gssr-621	14	27	a	a	DET
gssr-621	14	28	fundamental	fundamental	ADJ
gssr-621	14	29	biomolecule	biomolecule	NOUN
gssr-621	14	30	and	and	CCONJ
gssr-621	14	31	major	major	ADJ
gssr-621	14	32	source	source	NOUN
gssr-621	14	33	of	of	ADP
gssr-621	14	34	energy	energy	NOUN
gssr-621	14	35	in	in	ADP
gssr-621	14	36	living	live	VERB
gssr-621	14	37	organisms	organism	NOUN
gssr-621	14	38	,	,	PUNCT
gssr-621	14	39	is	be	AUX
gssr-621	14	40	essential	essential	ADJ
gssr-621	14	41	in	in	ADP
gssr-621	14	42	a	a	DET
gssr-621	14	43	variety	variety	NOUN
gssr-621	14	44	of	of	ADP
gssr-621	14	45	biological	biological	ADJ
gssr-621	14	46	processes	process	NOUN
gssr-621	14	47	and	and	CCONJ
gssr-621	14	48	industrial	industrial	ADJ
gssr-621	14	49	uses	use	NOUN
gssr-621	14	50	.	.	PUNCT
gssr-621	15	1	because	because	SCONJ
gssr-621	15	2	of	of	ADP
gssr-621	15	3	the	the	DET
gssr-621	15	4	growing	grow	VERB
gssr-621	15	5	demand	demand	NOUN
gssr-621	15	6	for	for	ADP
gssr-621	15	7	clean	clean	ADJ
gssr-621	15	8	and	and	CCONJ
gssr-621	15	9	renewable	renewable	ADJ
gssr-621	15	10	energy	energy	NOUN
gssr-621	15	11	sources	source	NOUN
gssr-621	15	12	,	,	PUNCT
gssr-621	15	13	its	its	PRON
gssr-621	15	14	production	production	NOUN
gssr-621	15	15	and	and	CCONJ
gssr-621	15	16	consumption	consumption	NOUN
gssr-621	15	17	have	have	AUX
gssr-621	15	18	received	receive	VERB
gssr-621	15	19	substantial	substantial	ADJ
gssr-621	15	20	attention	attention	NOUN
gssr-621	15	21	.	.	PUNCT
gssr-621	16	1	glucose	glucose	NOUN
gssr-621	16	2	production	production	NOUN
gssr-621	16	3	is	be	AUX
gssr-621	16	4	critical	critical	ADJ
gssr-621	16	5	not	not	PART
gssr-621	16	6	just	just	ADV
gssr-621	16	7	for	for	ADP
gssr-621	16	8	the	the	DET
gssr-621	16	9	food	food	NOUN
gssr-621	16	10	and	and	CCONJ
gssr-621	16	11	biofuel	biofuel	NOUN
gssr-621	16	12	industries	industry	NOUN
gssr-621	16	13	(	(	PUNCT
gssr-621	16	14	zahonyi	zahonyi	PROPN
gssr-621	16	15	et	et	PROPN
gssr-621	16	16	al	al	PROPN
gssr-621	16	17	.	.	PROPN
gssr-621	16	18	,	,	PUNCT
gssr-621	16	19	2022	2022	NUM
gssr-621	16	20	)	)	PUNCT
gssr-621	16	21	,	,	PUNCT
gssr-621	16	22	but	but	CCONJ
gssr-621	16	23	also	also	ADV
gssr-621	16	24	for	for	ADP
gssr-621	16	25	the	the	DET
gssr-621	16	26	synthesis	synthesis	NOUN
gssr-621	16	27	of	of	ADP
gssr-621	16	28	a	a	DET
gssr-621	16	29	wide	wide	ADJ
gssr-621	16	30	range	range	NOUN
gssr-621	16	31	of	of	ADP
gssr-621	16	32	bioproducts	bioproduct	NOUN
gssr-621	16	33	.	.	PUNCT
gssr-621	17	1	over	over	ADP
gssr-621	17	2	the	the	DET
gssr-621	17	3	years	year	NOUN
gssr-621	17	4	,	,	PUNCT
gssr-621	17	5	significant	significant	ADJ
gssr-621	17	6	work	work	NOUN
gssr-621	17	7	has	have	AUX
gssr-621	17	8	been	be	AUX
gssr-621	17	9	expended	expend	VERB
gssr-621	17	10	on	on	ADP
gssr-621	17	11	understanding	understanding	NOUN
gssr-621	17	12	and	and	CCONJ
gssr-621	17	13	optimizing	optimize	VERB
gssr-621	17	14	the	the	DET
gssr-621	17	15	processes	process	NOUN
gssr-621	17	16	involved	involve	VERB
gssr-621	17	17	in	in	ADP
gssr-621	17	18	glucose	glucose	NOUN
gssr-621	17	19	synthesis	synthesis	NOUN
gssr-621	17	20	.	.	PUNCT
gssr-621	18	1	previous	previous	ADJ
gssr-621	18	2	studies	study	NOUN
gssr-621	18	3	have	have	AUX
gssr-621	18	4	explored	explore	VERB
gssr-621	18	5	enzymatic	enzymatic	ADJ
gssr-621	18	6	hydrolysis	hydrolysis	NOUN
gssr-621	18	7	of	of	ADP
gssr-621	18	8	polysaccharides	polysaccharide	NOUN
gssr-621	18	9	,	,	PUNCT
gssr-621	18	10	acid	acid	NOUN
gssr-621	18	11	hydrolysis	hydrolysis	NOUN
gssr-621	18	12	of	of	ADP
gssr-621	18	13	biomass	biomass	NOUN
gssr-621	18	14	,	,	PUNCT
gssr-621	18	15	and	and	CCONJ
gssr-621	18	16	fermentation	fermentation	NOUN
gssr-621	18	17	of	of	ADP
gssr-621	18	18	sugars	sugar	NOUN
gssr-621	18	19	as	as	ADP
gssr-621	18	20	the	the	DET
gssr-621	18	21	main	main	ADJ
gssr-621	18	22	pathways	pathway	NOUN
gssr-621	18	23	for	for	ADP
gssr-621	18	24	glucose	glucose	NOUN
gssr-621	18	25	synthesis	synthesis	NOUN
gssr-621	18	26	(	(	PUNCT
gssr-621	18	27	ciolkosz	ciolkosz	NOUN
gssr-621	18	28	et	et	PROPN
gssr-621	18	29	al	al	PROPN
gssr-621	18	30	.	.	PROPN
gssr-621	18	31	,	,	PUNCT
gssr-621	18	32	2022	2022	NUM
gssr-621	18	33	)	)	PUNCT
gssr-621	18	34	.	.	PUNCT
gssr-621	19	1	various	various	ADJ
gssr-621	19	2	feedstock	feedstock	NOUN
gssr-621	19	3	sources	source	NOUN
gssr-621	19	4	,	,	PUNCT
gssr-621	19	5	including	include	VERB
gssr-621	19	6	agricultural	agricultural	ADJ
gssr-621	19	7	residues	residue	NOUN
gssr-621	19	8	,	,	PUNCT
gssr-621	19	9	forest	forest	NOUN
gssr-621	19	10	biomass	biomass	NOUN
gssr-621	19	11	,	,	PUNCT
gssr-621	19	12	algal	algal	ADJ
gssr-621	19	13	biomass	biomass	NOUN
gssr-621	19	14	,	,	PUNCT
gssr-621	19	15	and	and	CCONJ
gssr-621	19	16	food	food	NOUN
gssr-621	19	17	waste	waste	NOUN
gssr-621	19	18	,	,	PUNCT
gssr-621	19	19	have	have	AUX
gssr-621	19	20	been	be	AUX
gssr-621	19	21	investigated	investigate	VERB
gssr-621	19	22	for	for	ADP
gssr-621	19	23	their	their	PRON
gssr-621	19	24	potential	potential	NOUN
gssr-621	19	25	in	in	ADP
gssr-621	19	26	glucose	glucose	NOUN
gssr-621	19	27	production	production	NOUN
gssr-621	19	28	(	(	PUNCT
gssr-621	19	29	chen	chen	PROPN
gssr-621	19	30	et	et	PROPN
gssr-621	19	31	al	al	PROPN
gssr-621	19	32	.	.	PROPN
gssr-621	19	33	,	,	PUNCT
gssr-621	19	34	2022	2022	NUM
gssr-621	19	35	;	;	PUNCT
gssr-621	19	36	premjet	premjet	NOUN
gssr-621	19	37	et	et	PROPN
gssr-621	19	38	al	al	PROPN
gssr-621	19	39	.	.	PROPN
gssr-621	19	40	,	,	PUNCT
gssr-621	19	41	2022	2022	NUM
gssr-621	19	42	)	)	PUNCT
gssr-621	19	43	.	.	PUNCT
gssr-621	20	1	however	however	ADV
gssr-621	20	2	,	,	PUNCT
gssr-621	20	3	despite	despite	SCONJ
gssr-621	20	4	the	the	DET
gssr-621	20	5	progress	progress	NOUN
gssr-621	20	6	made	make	VERB
gssr-621	20	7	in	in	ADP
gssr-621	20	8	this	this	DET
gssr-621	20	9	field	field	NOUN
gssr-621	20	10	,	,	PUNCT
gssr-621	20	11	several	several	ADJ
gssr-621	20	12	challenges	challenge	NOUN
gssr-621	20	13	persist	persist	VERB
gssr-621	20	14	.	.	PUNCT
gssr-621	21	1	the	the	DET
gssr-621	21	2	kinetics	kinetic	NOUN
gssr-621	21	3	of	of	ADP
gssr-621	21	4	glucose	glucose	NOUN
gssr-621	21	5	production	production	NOUN
gssr-621	21	6	,	,	PUNCT
gssr-621	21	7	influenced	influence	VERB
gssr-621	21	8	by	by	ADP
gssr-621	21	9	microorganism	microorganism	NOUN
gssr-621	21	10	strains	strain	NOUN
gssr-621	21	11	and	and	CCONJ
gssr-621	21	12	environmental	environmental	ADJ
gssr-621	21	13	factors	factor	NOUN
gssr-621	21	14	,	,	PUNCT
gssr-621	21	15	remain	remain	VERB
gssr-621	21	16	complex	complex	ADJ
gssr-621	21	17	and	and	CCONJ
gssr-621	21	18	require	require	VERB
gssr-621	21	19	further	further	ADJ
gssr-621	21	20	exploration	exploration	NOUN
gssr-621	21	21	.	.	PUNCT
gssr-621	22	1	optimization	optimization	NOUN
gssr-621	22	2	of	of	ADP
gssr-621	22	3	the	the	DET
gssr-621	22	4	glucose	glucose	NOUN
gssr-621	22	5	production	production	NOUN
gssr-621	22	6	process	process	NOUN
gssr-621	22	7	to	to	PART
gssr-621	22	8	achieve	achieve	VERB
gssr-621	22	9	maximum	maximum	ADJ
gssr-621	22	10	yield	yield	NOUN
gssr-621	22	11	and	and	CCONJ
gssr-621	22	12	economic	economic	ADJ
gssr-621	22	13	efficiency	efficiency	NOUN
gssr-621	22	14	continues	continue	VERB
gssr-621	22	15	to	to	PART
gssr-621	22	16	be	be	AUX
gssr-621	22	17	a	a	DET
gssr-621	22	18	pressing	press	VERB
gssr-621	22	19	concern	concern	NOUN
gssr-621	22	20	(	(	PUNCT
gssr-621	22	21	pereira	pereira	PROPN
gssr-621	22	22	et	et	PROPN
gssr-621	22	23	al	al	PROPN
gssr-621	22	24	.	.	PROPN
gssr-621	22	25	,	,	PUNCT
gssr-621	22	26	2021	2021	NUM
gssr-621	22	27	)	)	PUNCT
gssr-621	22	28	.	.	PUNCT
gssr-621	23	1	additionally	additionally	ADV
gssr-621	23	2	,	,	PUNCT
gssr-621	23	3	the	the	DET
gssr-621	23	4	sustainable	sustainable	ADJ
gssr-621	23	5	and	and	CCONJ
gssr-621	23	6	eco	eco	NOUN
gssr-621	23	7	-	-	PUNCT
gssr-621	23	8	friendly	friendly	ADJ
gssr-621	23	9	aspects	aspect	NOUN
gssr-621	23	10	of	of	ADP
gssr-621	23	11	glucose	glucose	NOUN
gssr-621	23	12	production	production	NOUN
gssr-621	23	13	demand	demand	NOUN
gssr-621	23	14	meticulous	meticulous	ADJ
gssr-621	23	15	evaluation	evaluation	NOUN
gssr-621	23	16	through	through	ADP
gssr-621	23	17	life	life	NOUN
gssr-621	23	18	cycle	cycle	NOUN
gssr-621	23	19	assessments	assessment	NOUN
gssr-621	23	20	and	and	CCONJ
gssr-621	23	21	techno	techno	NOUN
gssr-621	23	22	-	-	PUNCT
gssr-621	23	23	economic	economic	ADJ
gssr-621	23	24	analyses	analysis	NOUN
gssr-621	23	25	.	.	PUNCT
gssr-621	24	1	the	the	DET
gssr-621	24	2	primary	primary	ADJ
gssr-621	24	3	aim	aim	NOUN
gssr-621	24	4	of	of	ADP
gssr-621	24	5	this	this	DET
gssr-621	24	6	comprehensive	comprehensive	ADJ
gssr-621	24	7	study	study	NOUN
gssr-621	24	8	is	be	AUX
gssr-621	24	9	to	to	PART
gssr-621	24	10	provide	provide	VERB
gssr-621	24	11	an	an	DET
gssr-621	24	12	in	in	ADP
gssr-621	24	13	-	-	PUNCT
gssr-621	24	14	depth	depth	NOUN
gssr-621	24	15	exploration	exploration	NOUN
gssr-621	24	16	of	of	ADP
gssr-621	24	17	glucose	glucose	NOUN
gssr-621	24	18	production	production	NOUN
gssr-621	24	19	,	,	PUNCT
gssr-621	24	20	considering	consider	VERB
gssr-621	24	21	various	various	ADJ
gssr-621	24	22	biochemical	biochemical	ADJ
gssr-621	24	23	processes	process	NOUN
gssr-621	24	24	,	,	PUNCT
gssr-621	24	25	feedstock	feedstock	NOUN
gssr-621	24	26	sources	source	NOUN
gssr-621	24	27	,	,	PUNCT
gssr-621	24	28	and	and	CCONJ
gssr-621	24	29	optimization	optimization	NOUN
gssr-621	24	30	strategies	strategy	NOUN
gssr-621	24	31	.	.	PUNCT
gssr-621	25	1	by	by	ADP
gssr-621	25	2	comparing	compare	VERB
gssr-621	25	3	different	different	ADJ
gssr-621	25	4	enzymatic	enzymatic	ADJ
gssr-621	25	5	,	,	PUNCT
gssr-621	25	6	acid	acid	NOUN
gssr-621	25	7	hydrolysis	hydrolysis	NOUN
gssr-621	25	8	,	,	PUNCT
gssr-621	25	9	and	and	CCONJ
gssr-621	25	10	fermentation	fermentation	NOUN
gssr-621	25	11	techniques	technique	NOUN
gssr-621	25	12	,	,	PUNCT
gssr-621	25	13	this	this	DET
gssr-621	25	14	study	study	NOUN
gssr-621	25	15	aims	aim	VERB
gssr-621	25	16	to	to	PART
gssr-621	25	17	identify	identify	VERB
gssr-621	25	18	the	the	DET
gssr-621	25	19	most	most	ADV
gssr-621	25	20	efficient	efficient	ADJ
gssr-621	25	21	and	and	CCONJ
gssr-621	25	22	sustainable	sustainable	ADJ
gssr-621	25	23	pathways	pathway	NOUN
gssr-621	25	24	for	for	ADP
gssr-621	25	25	glucose	glucose	NOUN
gssr-621	25	26	synthesis	synthesis	NOUN
gssr-621	25	27	.	.	PUNCT
gssr-621	26	1	furthermore	furthermore	ADV
gssr-621	26	2	,	,	PUNCT
gssr-621	26	3	by	by	ADP
gssr-621	26	4	examining	examine	VERB
gssr-621	26	5	locally	locally	ADV
gssr-621	26	6	sourced	source	VERB
gssr-621	26	7	materials	material	NOUN
gssr-621	26	8	and	and	CCONJ
gssr-621	26	9	agricultural	agricultural	ADJ
gssr-621	26	10	residues	residue	NOUN
gssr-621	26	11	as	as	ADP
gssr-621	26	12	potential	potential	ADJ
gssr-621	26	13	feedstock	feedstock	NOUN
gssr-621	26	14	,	,	PUNCT
gssr-621	26	15	the	the	DET
gssr-621	26	16	study	study	NOUN
gssr-621	26	17	intends	intend	VERB
gssr-621	26	18	to	to	PART
gssr-621	26	19	offer	offer	VERB
gssr-621	26	20	practical	practical	ADJ
gssr-621	26	21	insights	insight	NOUN
gssr-621	26	22	into	into	ADP
gssr-621	26	23	utilizing	utilize	VERB
gssr-621	26	24	renewable	renewable	ADJ
gssr-621	26	25	resources	resource	NOUN
gssr-621	26	26	for	for	ADP
gssr-621	26	27	glucose	glucose	NOUN
gssr-621	26	28	production	production	NOUN
gssr-621	26	29	.	.	PUNCT
gssr-621	27	1	objectives	objective	NOUN
gssr-621	27	2	of	of	ADP
gssr-621	27	3	the	the	DET
gssr-621	27	4	study	study	NOUN
gssr-621	27	5	are	be	AUX
gssr-621	27	6	to	to	PART
gssr-621	27	7	investigate	investigate	VERB
gssr-621	27	8	the	the	DET
gssr-621	27	9	enzymatic	enzymatic	ADJ
gssr-621	27	10	hydrolysis	hydrolysis	NOUN
gssr-621	27	11	of	of	ADP
gssr-621	27	12	polysaccharides	polysaccharide	NOUN
gssr-621	27	13	and	and	CCONJ
gssr-621	27	14	its	its	PRON
gssr-621	27	15	kinetics	kinetic	NOUN
gssr-621	27	16	for	for	ADP
gssr-621	27	17	efficient	efficient	ADJ
gssr-621	27	18	glucose	glucose	NOUN
gssr-621	27	19	production	production	NOUN
gssr-621	27	20	,	,	PUNCT
gssr-621	27	21	examine	examine	VERB
gssr-621	27	22	the	the	DET
gssr-621	27	23	acid	acid	NOUN
gssr-621	27	24	hydrolysis	hydrolysis	NOUN
gssr-621	27	25	of	of	ADP
gssr-621	27	26	biomass	biomass	NOUN
gssr-621	27	27	to	to	PART
gssr-621	27	28	explore	explore	VERB
gssr-621	27	29	alternative	alternative	ADJ
gssr-621	27	30	pathways	pathway	NOUN
gssr-621	27	31	for	for	ADP
gssr-621	27	32	glucose	glucose	NOUN
gssr-621	27	33	synthesis	synthesis	NOUN
gssr-621	27	34	,	,	PUNCT
gssr-621	27	35	assess	assess	VERB
gssr-621	27	36	the	the	DET
gssr-621	27	37	potential	potential	NOUN
gssr-621	27	38	of	of	ADP
gssr-621	27	39	fermentation	fermentation	NOUN
gssr-621	27	40	processes	process	NOUN
gssr-621	27	41	for	for	ADP
gssr-621	27	42	converting	convert	VERB
gssr-621	27	43	sugars	sugar	NOUN
gssr-621	27	44	into	into	ADP
gssr-621	27	45	glucose	glucose	NOUN
gssr-621	27	46	,	,	PUNCT
gssr-621	27	47	compare	compare	VERB
gssr-621	27	48	and	and	CCONJ
gssr-621	27	49	evaluate	evaluate	VERB
gssr-621	27	50	various	various	ADJ
gssr-621	27	51	feedstock	feedstock	NOUN
gssr-621	27	52	sources	source	NOUN
gssr-621	27	53	,	,	PUNCT
gssr-621	27	54	including	include	VERB
gssr-621	27	55	agricultural	agricultural	ADJ
gssr-621	27	56	residues	residue	NOUN
gssr-621	27	57	,	,	PUNCT
gssr-621	27	58	forest	forest	NOUN
gssr-621	27	59	biomass	biomass	NOUN
gssr-621	27	60	,	,	PUNCT
gssr-621	27	61	algal	algal	ADJ
gssr-621	27	62	biomass	biomass	NOUN
gssr-621	27	63	,	,	PUNCT
gssr-621	27	64	and	and	CCONJ
gssr-621	27	65	food	food	NOUN
gssr-621	27	66	waste	waste	NOUN
gssr-621	27	67	,	,	PUNCT
gssr-621	27	68	for	for	ADP
gssr-621	27	69	their	their	PRON
gssr-621	27	70	suitability	suitability	NOUN
gssr-621	27	71	in	in	ADP
gssr-621	27	72	glucose	glucose	NOUN
gssr-621	27	73	production	production	NOUN
gssr-621	27	74	,	,	PUNCT
gssr-621	27	75	optimize	optimize	VERB
gssr-621	27	76	glucose	glucose	NOUN
gssr-621	27	77	production	production	NOUN
gssr-621	27	78	processes	process	NOUN
gssr-621	27	79	using	use	VERB
gssr-621	27	80	statistical	statistical	ADJ
gssr-621	27	81	design	design	NOUN
gssr-621	27	82	of	of	ADP
gssr-621	27	83	experiments	experiment	NOUN
gssr-621	27	84	and	and	CCONJ
gssr-621	27	85	response	response	NOUN
gssr-621	27	86	surface	surface	NOUN
gssr-621	27	87	methodology	methodology	NOUN
gssr-621	27	88	,	,	PUNCT
gssr-621	27	89	and	and	CCONJ
gssr-621	27	90	analyze	analyze	VERB
gssr-621	27	91	the	the	DET
gssr-621	27	92	technoeconomic	technoeconomic	ADJ
gssr-621	27	93	aspects	aspect	NOUN
gssr-621	27	94	and	and	CCONJ
gssr-621	27	95	conduct	conduct	VERB
gssr-621	27	96	life	life	NOUN
gssr-621	27	97	cycle	cycle	NOUN
gssr-621	27	98	assessments	assessment	NOUN
gssr-621	27	99	for	for	ADP
gssr-621	27	100	a	a	DET
gssr-621	27	101	comprehensive	comprehensive	ADJ
gssr-621	27	102	evaluation	evaluation	NOUN
gssr-621	27	103	of	of	ADP
gssr-621	27	104	the	the	DET
gssr-621	27	105	sustainability	sustainability	NOUN
gssr-621	27	106	of	of	ADP
gssr-621	27	107	glucose	glucose	NOUN
gssr-621	27	108	production	production	NOUN
gssr-621	27	109	methods	method	NOUN
gssr-621	27	110	.	.	PUNCT
gssr-621	28	1	this	this	DET
gssr-621	28	2	study	study	NOUN
gssr-621	28	3	holds	hold	VERB
gssr-621	28	4	paramount	paramount	ADJ
gssr-621	28	5	significance	significance	NOUN
gssr-621	28	6	for	for	ADP
gssr-621	28	7	academia	academia	NOUN
gssr-621	28	8	,	,	PUNCT
gssr-621	28	9	industries	industry	NOUN
gssr-621	28	10	,	,	PUNCT
gssr-621	28	11	and	and	CCONJ
gssr-621	28	12	policymakers	policymaker	NOUN
gssr-621	28	13	alike	alike	ADV
gssr-621	28	14	.	.	PUNCT
gssr-621	29	1	by	by	ADP
gssr-621	29	2	providing	provide	VERB
gssr-621	29	3	a	a	DET
gssr-621	29	4	comprehensive	comprehensive	ADJ
gssr-621	29	5	overview	overview	NOUN
gssr-621	29	6	of	of	ADP
gssr-621	29	7	glucose	glucose	NOUN
gssr-621	29	8	production	production	NOUN
gssr-621	29	9	,	,	PUNCT
gssr-621	29	10	the	the	DET
gssr-621	29	11	research	research	NOUN
gssr-621	29	12	seeks	seek	VERB
gssr-621	29	13	to	to	PART
gssr-621	29	14	contribute	contribute	VERB
gssr-621	29	15	to	to	ADP
gssr-621	29	16	the	the	DET
gssr-621	29	17	scientific	scientific	ADJ
gssr-621	29	18	understanding	understanding	NOUN
gssr-621	29	19	of	of	ADP
gssr-621	29	20	fundamental	fundamental	ADJ
gssr-621	29	21	biochemical	biochemical	ADJ
gssr-621	29	22	pathways	pathway	NOUN
gssr-621	29	23	.	.	PUNCT
gssr-621	30	1	the	the	DET
gssr-621	30	2	optimization	optimization	NOUN
gssr-621	30	3	strategies	strategy	NOUN
gssr-621	30	4	and	and	CCONJ
gssr-621	30	5	insights	insight	NOUN
gssr-621	30	6	into	into	ADP
gssr-621	30	7	feedstock	feedstock	NOUN
gssr-621	30	8	utilization	utilization	NOUN
gssr-621	30	9	can	can	AUX
gssr-621	30	10	pave	pave	VERB
gssr-621	30	11	the	the	DET
gssr-621	30	12	way	way	NOUN
gssr-621	30	13	for	for	ADP
gssr-621	30	14	more	more	ADV
gssr-621	30	15	sustainable	sustainable	ADJ
gssr-621	30	16	and	and	CCONJ
gssr-621	30	17	economically	economically	ADV
gssr-621	30	18	viable	viable	ADJ
gssr-621	30	19	glucose	glucose	NOUN
gssr-621	30	20	production	production	NOUN
gssr-621	30	21	processes	process	NOUN
gssr-621	30	22	.	.	PUNCT
gssr-621	31	1	furthermore	furthermore	ADV
gssr-621	31	2	,	,	PUNCT
gssr-621	31	3	this	this	DET
gssr-621	31	4	study	study	NOUN
gssr-621	31	5	's	's	PART
gssr-621	31	6	focus	focus	NOUN
gssr-621	31	7	on	on	ADP
gssr-621	31	8	environmentally	environmentally	ADV
gssr-621	31	9	friendly	friendly	ADJ
gssr-621	31	10	and	and	CCONJ
gssr-621	31	11	renewable	renewable	ADJ
gssr-621	31	12	carbohydrates	carbohydrate	NOUN
gssr-621	31	13	aligns	align	VERB
gssr-621	31	14	with	with	ADP
gssr-621	31	15	global	global	ADJ
gssr-621	31	16	efforts	effort	NOUN
gssr-621	31	17	to	to	PART
gssr-621	31	18	transition	transition	VERB
gssr-621	31	19	towards	towards	ADP
gssr-621	31	20	green	green	ADJ
gssr-621	31	21	and	and	CCONJ
gssr-621	31	22	eco	eco	NOUN
gssr-621	31	23	-	-	PUNCT
gssr-621	31	24	conscious	conscious	ADJ
gssr-621	31	25	solutions	solution	NOUN
gssr-621	31	26	.	.	PUNCT
gssr-621	32	1	ultimately	ultimately	ADV
gssr-621	32	2	,	,	PUNCT
gssr-621	32	3	the	the	DET
gssr-621	32	4	outcomes	outcome	NOUN
gssr-621	32	5	of	of	ADP
gssr-621	32	6	this	this	DET
gssr-621	32	7	research	research	NOUN
gssr-621	32	8	aim	aim	VERB
gssr-621	32	9	to	to	PART
gssr-621	32	10	drive	drive	VERB
gssr-621	32	11	innovation	innovation	NOUN
gssr-621	32	12	and	and	CCONJ
gssr-621	32	13	advancements	advancement	NOUN
gssr-621	32	14	in	in	ADP
gssr-621	32	15	glucose	glucose	NOUN
gssr-621	32	16	production	production	NOUN
gssr-621	32	17	,	,	PUNCT
gssr-621	32	18	fostering	foster	VERB
gssr-621	32	19	a	a	DET
gssr-621	32	20	sustainable	sustainable	ADJ
gssr-621	32	21	future	future	NOUN
gssr-621	32	22	for	for	ADP
gssr-621	32	23	various	various	ADJ
gssr-621	32	24	industries	industry	NOUN
gssr-621	32	25	and	and	CCONJ
gssr-621	32	26	human	human	ADJ
gssr-621	32	27	well	well	ADV
gssr-621	32	28	-	-	PUNCT
gssr-621	32	29	being	being	NOUN
gssr-621	32	30	.	.	PUNCT
gssr-621	33	1	literature	literature	NOUN
gssr-621	33	2	review	review	PROPN
gssr-621	33	3	background	background	NOUN
gssr-621	33	4	on	on	ADP
gssr-621	33	5	glucose	glucose	NOUN
gssr-621	33	6	production	production	NOUN
gssr-621	33	7	glucose	glucose	NOUN
gssr-621	33	8	,	,	PUNCT
gssr-621	33	9	a	a	DET
gssr-621	33	10	simple	simple	ADJ
gssr-621	33	11	sugar	sugar	NOUN
gssr-621	33	12	,	,	PUNCT
gssr-621	33	13	holds	hold	VERB
gssr-621	33	14	significant	significant	ADJ
gssr-621	33	15	importance	importance	NOUN
gssr-621	33	16	as	as	ADP
gssr-621	33	17	a	a	DET
gssr-621	33	18	versatile	versatile	ADJ
gssr-621	33	19	platform	platform	NOUN
gssr-621	33	20	chemical	chemical	NOUN
gssr-621	33	21	with	with	ADP
gssr-621	33	22	wide	wide	ADV
gssr-621	33	23	-	-	PUNCT
gssr-621	33	24	ranging	range	VERB
gssr-621	33	25	applications	application	NOUN
gssr-621	33	26	in	in	ADP
gssr-621	33	27	various	various	ADJ
gssr-621	33	28	industries	industry	NOUN
gssr-621	33	29	,	,	PUNCT
gssr-621	33	30	including	include	VERB
gssr-621	33	31	food	food	NOUN
gssr-621	33	32	,	,	PUNCT
gssr-621	33	33	pharmaceuticals	pharmaceutical	NOUN
gssr-621	33	34	,	,	PUNCT
gssr-621	33	35	biofuels	biofuel	NOUN
gssr-621	33	36	,	,	PUNCT
gssr-621	33	37	and	and	CCONJ
gssr-621	33	38	bioplastics	bioplastic	NOUN
gssr-621	33	39	(	(	PUNCT
gssr-621	33	40	johns	johns	PROPN
gssr-621	33	41	,	,	PUNCT
gssr-621	33	42	2021	2021	NUM
gssr-621	33	43	)	)	PUNCT
gssr-621	33	44	.	.	PUNCT
gssr-621	34	1	to	to	PART
gssr-621	34	2	meet	meet	VERB
gssr-621	34	3	the	the	DET
gssr-621	34	4	growing	grow	VERB
gssr-621	34	5	demand	demand	NOUN
gssr-621	34	6	for	for	ADP
gssr-621	34	7	glucose	glucose	NOUN
gssr-621	34	8	sustainably	sustainably	ADV
gssr-621	34	9	,	,	PUNCT
gssr-621	34	10	the	the	DET
gssr-621	34	11	utilization	utilization	NOUN
gssr-621	34	12	of	of	ADP
gssr-621	34	13	renewable	renewable	ADJ
gssr-621	34	14	feedstocks	feedstock	NOUN
gssr-621	34	15	has	have	AUX
gssr-621	34	16	become	become	VERB
gssr-621	34	17	a	a	DET
gssr-621	34	18	major	major	ADJ
gssr-621	34	19	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	34	20	global	global	ADJ
gssr-621	34	21	sustainability	sustainability	NOUN
gssr-621	34	22	research	research	NOUN
gssr-621	34	23	global	global	ADJ
gssr-621	34	24	scientific	scientific	ADJ
gssr-621	34	25	research	research	NOUN
gssr-621	34	26	79	79	NUM
gssr-621	34	27	focus	focus	NOUN
gssr-621	34	28	of	of	ADP
gssr-621	34	29	research	research	NOUN
gssr-621	34	30	.	.	PUNCT
gssr-621	35	1	among	among	ADP
gssr-621	35	2	potential	potential	ADJ
gssr-621	35	3	feedstocks	feedstock	NOUN
gssr-621	35	4	,	,	PUNCT
gssr-621	35	5	lignocellulosic	lignocellulosic	ADJ
gssr-621	35	6	biomass	biomass	NOUN
gssr-621	35	7	such	such	ADJ
gssr-621	35	8	as	as	ADP
gssr-621	35	9	sawdust	sawdust	NOUN
gssr-621	35	10	,	,	PUNCT
gssr-621	35	11	rice	rice	NOUN
gssr-621	35	12	husk	husk	NOUN
gssr-621	35	13	,	,	PUNCT
gssr-621	35	14	and	and	CCONJ
gssr-621	35	15	sugarcane	sugarcane	NOUN
gssr-621	35	16	bagasse	bagasse	NOUN
gssr-621	35	17	have	have	AUX
gssr-621	35	18	drawn	draw	VERB
gssr-621	35	19	attention	attention	NOUN
gssr-621	35	20	due	due	ADP
gssr-621	35	21	to	to	ADP
gssr-621	35	22	their	their	PRON
gssr-621	35	23	abundance	abundance	NOUN
gssr-621	35	24	and	and	CCONJ
gssr-621	35	25	potential	potential	NOUN
gssr-621	35	26	for	for	ADP
gssr-621	35	27	valorization	valorization	NOUN
gssr-621	35	28	.	.	PUNCT
gssr-621	36	1	the	the	DET
gssr-621	36	2	enzymatic	enzymatic	ADJ
gssr-621	36	3	hydrolysis	hydrolysis	NOUN
gssr-621	36	4	of	of	ADP
gssr-621	36	5	these	these	DET
gssr-621	36	6	feedstocks	feedstock	NOUN
gssr-621	36	7	can	can	AUX
gssr-621	36	8	liberate	liberate	VERB
gssr-621	36	9	glucose	glucose	NOUN
gssr-621	36	10	,	,	PUNCT
gssr-621	36	11	which	which	PRON
gssr-621	36	12	can	can	AUX
gssr-621	36	13	then	then	ADV
gssr-621	36	14	be	be	AUX
gssr-621	36	15	further	far	ADV
gssr-621	36	16	optimized	optimize	VERB
gssr-621	36	17	using	use	VERB
gssr-621	36	18	statistical	statistical	ADJ
gssr-621	36	19	techniques	technique	NOUN
gssr-621	36	20	like	like	ADP
gssr-621	36	21	response	response	NOUN
gssr-621	36	22	surface	surface	NOUN
gssr-621	36	23	methodology	methodology	NOUN
gssr-621	36	24	(	(	PUNCT
gssr-621	36	25	rsm	rsm	PROPN
gssr-621	36	26	)	)	PUNCT
gssr-621	36	27	and	and	CCONJ
gssr-621	36	28	the	the	DET
gssr-621	36	29	michaelis	michaelis	ADJ
gssr-621	36	30	-	-	PUNCT
gssr-621	36	31	menten	menten	ADJ
gssr-621	36	32	model	model	NOUN
gssr-621	36	33	for	for	ADP
gssr-621	36	34	kinetic	kinetic	ADJ
gssr-621	36	35	analysis	analysis	NOUN
gssr-621	36	36	(	(	PUNCT
gssr-621	36	37	ude	ude	NOUN
gssr-621	36	38	et	et	PROPN
gssr-621	36	39	al	al	PROPN
gssr-621	36	40	.	.	PROPN
gssr-621	36	41	,	,	PUNCT
gssr-621	36	42	2020	2020	NUM
gssr-621	36	43	)	)	PUNCT
gssr-621	36	44	.	.	PUNCT
gssr-621	37	1	aspergillus	aspergillus	NOUN
gssr-621	37	2	niger	niger	NOUN
gssr-621	37	3	,	,	PUNCT
gssr-621	37	4	a	a	DET
gssr-621	37	5	filamentous	filamentous	ADJ
gssr-621	37	6	fungus	fungus	NOUN
gssr-621	37	7	,	,	PUNCT
gssr-621	37	8	is	be	AUX
gssr-621	37	9	a	a	DET
gssr-621	37	10	widely	widely	ADV
gssr-621	37	11	studied	study	VERB
gssr-621	37	12	microorganism	microorganism	NOUN
gssr-621	37	13	with	with	ADP
gssr-621	37	14	notable	notable	ADJ
gssr-621	37	15	enzymatic	enzymatic	ADJ
gssr-621	37	16	capabilities	capability	NOUN
gssr-621	37	17	,	,	PUNCT
gssr-621	37	18	including	include	VERB
gssr-621	37	19	cellulase	cellulase	NOUN
gssr-621	37	20	and	and	CCONJ
gssr-621	37	21	hemicellulase	hemicellulase	NOUN
gssr-621	37	22	production	production	NOUN
gssr-621	37	23	.	.	PUNCT
gssr-621	38	1	its	its	PRON
gssr-621	38	2	potential	potential	NOUN
gssr-621	38	3	for	for	ADP
gssr-621	38	4	converting	convert	VERB
gssr-621	38	5	lignocellulosic	lignocellulosic	ADJ
gssr-621	38	6	biomass	biomass	NOUN
gssr-621	38	7	into	into	ADP
gssr-621	38	8	glucose	glucose	NOUN
gssr-621	38	9	makes	make	VERB
gssr-621	38	10	it	it	PRON
gssr-621	38	11	an	an	DET
gssr-621	38	12	attractive	attractive	ADJ
gssr-621	38	13	candidate	candidate	NOUN
gssr-621	38	14	for	for	ADP
gssr-621	38	15	glucose	glucose	NOUN
gssr-621	38	16	production	production	NOUN
gssr-621	38	17	.	.	PUNCT
gssr-621	39	1	by	by	ADP
gssr-621	39	2	harnessing	harness	VERB
gssr-621	39	3	the	the	DET
gssr-621	39	4	enzymatic	enzymatic	ADJ
gssr-621	39	5	prowess	prowess	NOUN
gssr-621	39	6	of	of	ADP
gssr-621	39	7	aspergillus	aspergillus	ADJ
gssr-621	39	8	niger	niger	NOUN
gssr-621	39	9	,	,	PUNCT
gssr-621	39	10	the	the	DET
gssr-621	39	11	hydrolysis	hydrolysis	NOUN
gssr-621	39	12	of	of	ADP
gssr-621	39	13	cellulose	cellulose	NOUN
gssr-621	39	14	and	and	CCONJ
gssr-621	39	15	hemicellulose	hemicellulose	NOUN
gssr-621	39	16	in	in	ADP
gssr-621	39	17	sawdust	sawdust	NOUN
gssr-621	39	18	,	,	PUNCT
gssr-621	39	19	rice	rice	NOUN
gssr-621	39	20	husk	husk	NOUN
gssr-621	39	21	,	,	PUNCT
gssr-621	39	22	and	and	CCONJ
gssr-621	39	23	sugarcane	sugarcane	NOUN
gssr-621	39	24	bagasse	bagasse	NOUN
gssr-621	39	25	can	can	AUX
gssr-621	39	26	be	be	AUX
gssr-621	39	27	efficiently	efficiently	ADV
gssr-621	39	28	achieved	achieve	VERB
gssr-621	39	29	,	,	PUNCT
gssr-621	39	30	leading	lead	VERB
gssr-621	39	31	to	to	ADP
gssr-621	39	32	enhanced	enhanced	ADJ
gssr-621	39	33	glucose	glucose	NOUN
gssr-621	39	34	yields	yield	NOUN
gssr-621	39	35	.	.	PUNCT
gssr-621	40	1	rsm	rsm	PROPN
gssr-621	40	2	is	be	AUX
gssr-621	40	3	a	a	DET
gssr-621	40	4	powerful	powerful	ADJ
gssr-621	40	5	statistical	statistical	ADJ
gssr-621	40	6	tool	tool	NOUN
gssr-621	40	7	that	that	PRON
gssr-621	40	8	allows	allow	VERB
gssr-621	40	9	for	for	ADP
gssr-621	40	10	the	the	DET
gssr-621	40	11	optimization	optimization	NOUN
gssr-621	40	12	of	of	ADP
gssr-621	40	13	multiple	multiple	ADJ
gssr-621	40	14	variables	variable	NOUN
gssr-621	40	15	simultaneously	simultaneously	ADV
gssr-621	40	16	.	.	PUNCT
gssr-621	41	1	in	in	ADP
gssr-621	41	2	the	the	DET
gssr-621	41	3	context	context	NOUN
gssr-621	41	4	of	of	ADP
gssr-621	41	5	glucose	glucose	NOUN
gssr-621	41	6	production	production	NOUN
gssr-621	41	7	from	from	ADP
gssr-621	41	8	different	different	ADJ
gssr-621	41	9	feedstocks	feedstock	NOUN
gssr-621	41	10	,	,	PUNCT
gssr-621	41	11	rsm	rsm	PROPN
gssr-621	41	12	can	can	AUX
gssr-621	41	13	explore	explore	VERB
gssr-621	41	14	the	the	DET
gssr-621	41	15	effects	effect	NOUN
gssr-621	41	16	of	of	ADP
gssr-621	41	17	parameters	parameter	NOUN
gssr-621	41	18	such	such	ADJ
gssr-621	41	19	as	as	ADP
gssr-621	41	20	enzyme	enzyme	NOUN
gssr-621	41	21	concentration	concentration	NOUN
gssr-621	41	22	,	,	PUNCT
gssr-621	41	23	temperature	temperature	NOUN
gssr-621	41	24	,	,	PUNCT
gssr-621	41	25	ph	ph	NOUN
gssr-621	41	26	,	,	PUNCT
gssr-621	41	27	and	and	CCONJ
gssr-621	41	28	reaction	reaction	NOUN
gssr-621	41	29	time	time	NOUN
gssr-621	41	30	on	on	ADP
gssr-621	41	31	glucose	glucose	NOUN
gssr-621	41	32	yield	yield	NOUN
gssr-621	41	33	(	(	PUNCT
gssr-621	41	34	jones	jones	PROPN
gssr-621	41	35	et	et	PROPN
gssr-621	41	36	al	al	PROPN
gssr-621	41	37	.	.	PROPN
gssr-621	41	38	,	,	PUNCT
gssr-621	41	39	2018	2018	NUM
gssr-621	41	40	)	)	PUNCT
gssr-621	41	41	.	.	PUNCT
gssr-621	42	1	the	the	DET
gssr-621	42	2	technique	technique	NOUN
gssr-621	42	3	provides	provide	VERB
gssr-621	42	4	insights	insight	NOUN
gssr-621	42	5	into	into	ADP
gssr-621	42	6	the	the	DET
gssr-621	42	7	interactions	interaction	NOUN
gssr-621	42	8	between	between	ADP
gssr-621	42	9	variables	variable	NOUN
gssr-621	42	10	and	and	CCONJ
gssr-621	42	11	helps	helps	AUX
gssr-621	42	12	identify	identify	VERB
gssr-621	42	13	the	the	DET
gssr-621	42	14	optimal	optimal	ADJ
gssr-621	42	15	process	process	NOUN
gssr-621	42	16	conditions	condition	NOUN
gssr-621	42	17	that	that	PRON
gssr-621	42	18	maximize	maximize	VERB
gssr-621	42	19	glucose	glucose	NOUN
gssr-621	42	20	production	production	NOUN
gssr-621	42	21	.	.	PUNCT
gssr-621	43	1	with	with	ADP
gssr-621	43	2	the	the	DET
gssr-621	43	3	aid	aid	NOUN
gssr-621	43	4	of	of	ADP
gssr-621	43	5	rsm	rsm	PROPN
gssr-621	43	6	,	,	PUNCT
gssr-621	43	7	researchers	researcher	NOUN
gssr-621	43	8	can	can	AUX
gssr-621	43	9	streamline	streamline	VERB
gssr-621	43	10	the	the	DET
gssr-621	43	11	experimental	experimental	ADJ
gssr-621	43	12	design	design	NOUN
gssr-621	43	13	and	and	CCONJ
gssr-621	43	14	significantly	significantly	ADV
gssr-621	43	15	reduce	reduce	VERB
gssr-621	43	16	the	the	DET
gssr-621	43	17	number	number	NOUN
gssr-621	43	18	of	of	ADP
gssr-621	43	19	trials	trial	NOUN
gssr-621	43	20	required	require	VERB
gssr-621	43	21	,	,	PUNCT
gssr-621	43	22	making	make	VERB
gssr-621	43	23	the	the	DET
gssr-621	43	24	optimization	optimization	NOUN
gssr-621	43	25	process	process	NOUN
gssr-621	43	26	more	more	ADV
gssr-621	43	27	efficient	efficient	ADJ
gssr-621	43	28	and	and	CCONJ
gssr-621	43	29	cost	cost	NOUN
gssr-621	43	30	-	-	PUNCT
gssr-621	43	31	effective	effective	ADJ
gssr-621	43	32	.	.	PUNCT
gssr-621	44	1	furthermore	furthermore	ADV
gssr-621	44	2	,	,	PUNCT
gssr-621	44	3	understanding	understand	VERB
gssr-621	44	4	the	the	DET
gssr-621	44	5	kinetics	kinetic	NOUN
gssr-621	44	6	of	of	ADP
gssr-621	44	7	the	the	DET
gssr-621	44	8	glucose	glucose	NOUN
gssr-621	44	9	production	production	NOUN
gssr-621	44	10	process	process	NOUN
gssr-621	44	11	is	be	AUX
gssr-621	44	12	crucial	crucial	ADJ
gssr-621	44	13	for	for	ADP
gssr-621	44	14	process	process	NOUN
gssr-621	44	15	design	design	NOUN
gssr-621	44	16	and	and	CCONJ
gssr-621	44	17	control	control	NOUN
gssr-621	44	18	.	.	PUNCT
gssr-621	45	1	the	the	DET
gssr-621	45	2	michaelis	michaelis	ADJ
gssr-621	45	3	-	-	PUNCT
gssr-621	45	4	menten	menten	ADJ
gssr-621	45	5	model	model	NOUN
gssr-621	45	6	,	,	PUNCT
gssr-621	45	7	a	a	DET
gssr-621	45	8	well	well	ADV
gssr-621	45	9	-	-	PUNCT
gssr-621	45	10	established	establish	VERB
gssr-621	45	11	enzyme	enzyme	NOUN
gssr-621	45	12	kinetics	kinetic	NOUN
gssr-621	45	13	model	model	NOUN
gssr-621	45	14	,	,	PUNCT
gssr-621	45	15	can	can	AUX
gssr-621	45	16	be	be	AUX
gssr-621	45	17	applied	apply	VERB
gssr-621	45	18	to	to	PART
gssr-621	45	19	describe	describe	VERB
gssr-621	45	20	the	the	DET
gssr-621	45	21	enzymatic	enzymatic	ADJ
gssr-621	45	22	hydrolysis	hydrolysis	NOUN
gssr-621	45	23	of	of	ADP
gssr-621	45	24	cellulose	cellulose	NOUN
gssr-621	45	25	and	and	CCONJ
gssr-621	45	26	hemicellulose	hemicellulose	NOUN
gssr-621	45	27	by	by	ADP
gssr-621	45	28	aspergillus	aspergillus	NOUN
gssr-621	45	29	niger	niger	NOUN
gssr-621	45	30	.	.	PUNCT
gssr-621	46	1	by	by	ADP
gssr-621	46	2	determining	determine	VERB
gssr-621	46	3	the	the	DET
gssr-621	46	4	kinetic	kinetic	ADJ
gssr-621	46	5	parameters	parameter	NOUN
gssr-621	46	6	,	,	PUNCT
gssr-621	46	7	such	such	ADJ
gssr-621	46	8	as	as	ADP
gssr-621	46	9	the	the	DET
gssr-621	46	10	maximum	maximum	ADJ
gssr-621	46	11	reaction	reaction	NOUN
gssr-621	46	12	rate	rate	NOUN
gssr-621	46	13	and	and	CCONJ
gssr-621	46	14	the	the	DET
gssr-621	46	15	michaelis	michaeli	NOUN
gssr-621	46	16	constant	constant	ADJ
gssr-621	46	17	,	,	PUNCT
gssr-621	46	18	researchers	researcher	NOUN
gssr-621	46	19	can	can	AUX
gssr-621	46	20	gain	gain	VERB
gssr-621	46	21	valuable	valuable	ADJ
gssr-621	46	22	insights	insight	NOUN
gssr-621	46	23	into	into	ADP
gssr-621	46	24	the	the	DET
gssr-621	46	25	enzymatic	enzymatic	ADJ
gssr-621	46	26	efficiency	efficiency	NOUN
gssr-621	46	27	and	and	CCONJ
gssr-621	46	28	the	the	DET
gssr-621	46	29	overall	overall	ADJ
gssr-621	46	30	process	process	NOUN
gssr-621	46	31	dynamics	dynamic	NOUN
gssr-621	46	32	(	(	PUNCT
gssr-621	46	33	efrinalia	efrinalia	PROPN
gssr-621	46	34	et	et	PROPN
gssr-621	46	35	al	al	PROPN
gssr-621	46	36	.	.	PROPN
gssr-621	46	37	,	,	PUNCT
gssr-621	46	38	2022	2022	NUM
gssr-621	46	39	)	)	PUNCT
gssr-621	46	40	.	.	PUNCT
gssr-621	47	1	comprehensive	comprehensive	ADJ
gssr-621	47	2	characterization	characterization	NOUN
gssr-621	47	3	of	of	ADP
gssr-621	47	4	the	the	DET
gssr-621	47	5	feedstock	feedstock	NOUN
gssr-621	47	6	is	be	AUX
gssr-621	47	7	essential	essential	ADJ
gssr-621	47	8	to	to	PART
gssr-621	47	9	comprehend	comprehend	VERB
gssr-621	47	10	the	the	DET
gssr-621	47	11	complex	complex	ADJ
gssr-621	47	12	interactions	interaction	NOUN
gssr-621	47	13	between	between	ADP
gssr-621	47	14	the	the	DET
gssr-621	47	15	microorganism	microorganism	NOUN
gssr-621	47	16	and	and	CCONJ
gssr-621	47	17	the	the	DET
gssr-621	47	18	substrate	substrate	NOUN
gssr-621	47	19	during	during	ADP
gssr-621	47	20	glucose	glucose	NOUN
gssr-621	47	21	production	production	NOUN
gssr-621	47	22	.	.	PUNCT
gssr-621	48	1	proximate	proximate	NOUN
gssr-621	48	2	and	and	CCONJ
gssr-621	48	3	ultimate	ultimate	ADJ
gssr-621	48	4	analyses	analysis	NOUN
gssr-621	48	5	provide	provide	VERB
gssr-621	48	6	information	information	NOUN
gssr-621	48	7	on	on	ADP
gssr-621	48	8	the	the	DET
gssr-621	48	9	biomass	biomass	NOUN
gssr-621	48	10	composition	composition	NOUN
gssr-621	48	11	,	,	PUNCT
gssr-621	48	12	including	include	VERB
gssr-621	48	13	moisture	moisture	NOUN
gssr-621	48	14	content	content	NOUN
gssr-621	48	15	,	,	PUNCT
gssr-621	48	16	ash	ash	NOUN
gssr-621	48	17	content	content	NOUN
gssr-621	48	18	,	,	PUNCT
gssr-621	48	19	and	and	CCONJ
gssr-621	48	20	elemental	elemental	ADJ
gssr-621	48	21	composition	composition	NOUN
gssr-621	48	22	.	.	PUNCT
gssr-621	49	1	energy	energy	NOUN
gssr-621	49	2	-	-	PUNCT
gssr-621	49	3	dispersive	dispersive	NOUN
gssr-621	49	4	x	x	NOUN
gssr-621	49	5	-	-	NOUN
gssr-621	49	6	ray	ray	NOUN
gssr-621	49	7	spectroscopy	spectroscopy	NOUN
gssr-621	49	8	(	(	PUNCT
gssr-621	49	9	edx	edx	PROPN
gssr-621	49	10	)	)	PUNCT
gssr-621	49	11	offers	offer	VERB
gssr-621	49	12	insights	insight	NOUN
gssr-621	49	13	into	into	ADP
gssr-621	49	14	the	the	DET
gssr-621	49	15	elemental	elemental	ADJ
gssr-621	49	16	distribution	distribution	NOUN
gssr-621	49	17	within	within	ADP
gssr-621	49	18	the	the	DET
gssr-621	49	19	biomass	biomass	NOUN
gssr-621	49	20	.	.	PUNCT
gssr-621	50	1	fourier	fourier	NOUN
gssr-621	50	2	-	-	PUNCT
gssr-621	50	3	transform	transform	NOUN
gssr-621	50	4	infrared	infrared	ADJ
gssr-621	50	5	spectroscopy	spectroscopy	NOUN
gssr-621	50	6	(	(	PUNCT
gssr-621	50	7	ftir	ftir	PROPN
gssr-621	50	8	)	)	PUNCT
gssr-621	50	9	can	can	AUX
gssr-621	50	10	reveal	reveal	VERB
gssr-621	50	11	functional	functional	ADJ
gssr-621	50	12	groups	group	NOUN
gssr-621	50	13	present	present	ADJ
gssr-621	50	14	in	in	ADP
gssr-621	50	15	the	the	DET
gssr-621	50	16	biomass	biomass	NOUN
gssr-621	50	17	,	,	PUNCT
gssr-621	50	18	aiding	aid	VERB
gssr-621	50	19	in	in	ADP
gssr-621	50	20	understanding	understand	VERB
gssr-621	50	21	the	the	DET
gssr-621	50	22	structural	structural	ADJ
gssr-621	50	23	changes	change	NOUN
gssr-621	50	24	during	during	ADP
gssr-621	50	25	hydrolysis	hydrolysis	NOUN
gssr-621	50	26	.	.	PUNCT
gssr-621	51	1	scanning	scan	VERB
gssr-621	51	2	electron	electron	NOUN
gssr-621	51	3	microscopy	microscopy	NOUN
gssr-621	51	4	(	(	PUNCT
gssr-621	51	5	sem	sem	NOUN
gssr-621	51	6	)	)	PUNCT
gssr-621	51	7	enables	enable	VERB
gssr-621	51	8	researchers	researcher	NOUN
gssr-621	51	9	to	to	PART
gssr-621	51	10	visualize	visualize	VERB
gssr-621	51	11	the	the	DET
gssr-621	51	12	morphology	morphology	NOUN
gssr-621	51	13	and	and	CCONJ
gssr-621	51	14	surface	surface	NOUN
gssr-621	51	15	features	feature	NOUN
gssr-621	51	16	of	of	ADP
gssr-621	51	17	the	the	DET
gssr-621	51	18	feedstock	feedstock	NOUN
gssr-621	51	19	,	,	PUNCT
gssr-621	51	20	providing	provide	VERB
gssr-621	51	21	valuable	valuable	ADJ
gssr-621	51	22	information	information	NOUN
gssr-621	51	23	on	on	ADP
gssr-621	51	24	structural	structural	ADJ
gssr-621	51	25	changes	change	NOUN
gssr-621	51	26	and	and	CCONJ
gssr-621	51	27	enzyme	enzyme	NOUN
gssr-621	51	28	accessibility	accessibility	NOUN
gssr-621	51	29	.	.	PUNCT
gssr-621	52	1	the	the	DET
gssr-621	52	2	utilization	utilization	NOUN
gssr-621	52	3	of	of	ADP
gssr-621	52	4	lignocellulosic	lignocellulosic	ADJ
gssr-621	52	5	biomass	biomass	NOUN
gssr-621	52	6	,	,	PUNCT
gssr-621	52	7	such	such	ADJ
gssr-621	52	8	as	as	ADP
gssr-621	52	9	sawdust	sawdust	NOUN
gssr-621	52	10	,	,	PUNCT
gssr-621	52	11	rice	rice	NOUN
gssr-621	52	12	husk	husk	NOUN
gssr-621	52	13	,	,	PUNCT
gssr-621	52	14	and	and	CCONJ
gssr-621	52	15	sugarcane	sugarcane	NOUN
gssr-621	52	16	bagasse	bagasse	NOUN
gssr-621	52	17	,	,	PUNCT
gssr-621	52	18	for	for	ADP
gssr-621	52	19	glucose	glucose	NOUN
gssr-621	52	20	production	production	NOUN
gssr-621	52	21	using	use	VERB
gssr-621	52	22	aspergillus	aspergillus	NOUN
gssr-621	52	23	niger	niger	NOUN
gssr-621	52	24	holds	hold	VERB
gssr-621	52	25	immense	immense	ADJ
gssr-621	52	26	promise	promise	NOUN
gssr-621	52	27	as	as	ADP
gssr-621	52	28	a	a	DET
gssr-621	52	29	sustainable	sustainable	ADJ
gssr-621	52	30	approach	approach	NOUN
gssr-621	52	31	to	to	PART
gssr-621	52	32	meet	meet	VERB
gssr-621	52	33	the	the	DET
gssr-621	52	34	demand	demand	NOUN
gssr-621	52	35	for	for	ADP
gssr-621	52	36	glucose	glucose	NOUN
gssr-621	52	37	(	(	PUNCT
gssr-621	52	38	edor	edor	NOUN
gssr-621	52	39	et	et	PROPN
gssr-621	52	40	al	al	PROPN
gssr-621	52	41	.	.	PROPN
gssr-621	52	42	,	,	PUNCT
gssr-621	52	43	2018	2018	NUM
gssr-621	52	44	)	)	PUNCT
gssr-621	52	45	.	.	PUNCT
gssr-621	53	1	the	the	DET
gssr-621	53	2	application	application	NOUN
gssr-621	53	3	of	of	ADP
gssr-621	53	4	rsm	rsm	PROPN
gssr-621	53	5	and	and	CCONJ
gssr-621	53	6	the	the	DET
gssr-621	53	7	michaelis	michaelis	ADJ
gssr-621	53	8	-	-	PUNCT
gssr-621	53	9	menten	menten	ADJ
gssr-621	53	10	model	model	NOUN
gssr-621	53	11	will	will	AUX
gssr-621	53	12	enhance	enhance	VERB
gssr-621	53	13	process	process	NOUN
gssr-621	53	14	optimization	optimization	NOUN
gssr-621	53	15	and	and	CCONJ
gssr-621	53	16	kinetic	kinetic	ADJ
gssr-621	53	17	analysis	analysis	NOUN
gssr-621	53	18	,	,	PUNCT
gssr-621	53	19	leading	lead	VERB
gssr-621	53	20	to	to	ADP
gssr-621	53	21	improved	improve	VERB
gssr-621	53	22	glucose	glucose	NOUN
gssr-621	53	23	yields	yield	NOUN
gssr-621	53	24	and	and	CCONJ
gssr-621	53	25	process	process	NOUN
gssr-621	53	26	efficiency	efficiency	NOUN
gssr-621	53	27	.	.	PUNCT
gssr-621	54	1	additionally	additionally	ADV
gssr-621	54	2	,	,	PUNCT
gssr-621	54	3	a	a	DET
gssr-621	54	4	comprehensive	comprehensive	ADJ
gssr-621	54	5	characterization	characterization	NOUN
gssr-621	54	6	of	of	ADP
gssr-621	54	7	the	the	DET
gssr-621	54	8	feedstock	feedstock	NOUN
gssr-621	54	9	using	use	VERB
gssr-621	54	10	techniques	technique	NOUN
gssr-621	54	11	like	like	ADP
gssr-621	54	12	edx	edx	PROPN
gssr-621	54	13	,	,	PUNCT
gssr-621	54	14	ftir	ftir	PROPN
gssr-621	54	15	,	,	PUNCT
gssr-621	54	16	and	and	CCONJ
gssr-621	54	17	sem	sem	NOUN
gssr-621	54	18	will	will	AUX
gssr-621	54	19	deepen	deepen	VERB
gssr-621	54	20	the	the	DET
gssr-621	54	21	understanding	understanding	NOUN
gssr-621	54	22	of	of	ADP
gssr-621	54	23	the	the	DET
gssr-621	54	24	enzymatic	enzymatic	ADJ
gssr-621	54	25	hydrolysis	hydrolysis	NOUN
gssr-621	54	26	process	process	NOUN
gssr-621	54	27	and	and	CCONJ
gssr-621	54	28	aid	aid	NOUN
gssr-621	54	29	in	in	ADP
gssr-621	54	30	optimizing	optimize	VERB
gssr-621	54	31	the	the	DET
gssr-621	54	32	glucose	glucose	NOUN
gssr-621	54	33	production	production	NOUN
gssr-621	54	34	from	from	ADP
gssr-621	54	35	these	these	DET
gssr-621	54	36	abundant	abundant	ADJ
gssr-621	54	37	biomass	biomass	NOUN
gssr-621	54	38	sources	source	NOUN
gssr-621	54	39	.	.	PUNCT
gssr-621	55	1	overview	overview	NOUN
gssr-621	55	2	of	of	ADP
gssr-621	55	3	glucose	glucose	NOUN
gssr-621	55	4	as	as	ADP
gssr-621	55	5	a	a	DET
gssr-621	55	6	biomolecule	biomolecule	NOUN
gssr-621	55	7	glucose	glucose	NOUN
gssr-621	55	8	,	,	PUNCT
gssr-621	55	9	a	a	DET
gssr-621	55	10	monosaccharide	monosaccharide	NOUN
gssr-621	55	11	with	with	ADP
gssr-621	55	12	the	the	DET
gssr-621	55	13	chemical	chemical	NOUN
gssr-621	55	14	formula	formula	NOUN
gssr-621	55	15	c6h12o6	c6h12o6	X
gssr-621	55	16	,	,	PUNCT
gssr-621	55	17	is	be	AUX
gssr-621	55	18	a	a	DET
gssr-621	55	19	fundamental	fundamental	ADJ
gssr-621	55	20	biomolecule	biomolecule	NOUN
gssr-621	55	21	that	that	PRON
gssr-621	55	22	plays	play	VERB
gssr-621	55	23	a	a	DET
gssr-621	55	24	crucial	crucial	ADJ
gssr-621	55	25	role	role	NOUN
gssr-621	55	26	in	in	ADP
gssr-621	55	27	various	various	ADJ
gssr-621	55	28	biological	biological	ADJ
gssr-621	55	29	processes	process	NOUN
gssr-621	55	30	(	(	PUNCT
gssr-621	55	31	mondal	mondal	NOUN
gssr-621	55	32	,	,	PUNCT
gssr-621	55	33	2018	2018	NUM
gssr-621	55	34	;	;	PUNCT
gssr-621	55	35	rationalized	rationalize	VERB
gssr-621	55	36	,	,	PUNCT
gssr-621	55	37	2023	2023	NUM
gssr-621	55	38	)	)	PUNCT
gssr-621	55	39	.	.	PUNCT
gssr-621	56	1	it	it	PRON
gssr-621	56	2	serves	serve	VERB
gssr-621	56	3	as	as	ADP
gssr-621	56	4	a	a	DET
gssr-621	56	5	primary	primary	ADJ
gssr-621	56	6	source	source	NOUN
gssr-621	56	7	of	of	ADP
gssr-621	56	8	energy	energy	NOUN
gssr-621	56	9	for	for	ADP
gssr-621	56	10	living	live	VERB
gssr-621	56	11	organisms	organism	NOUN
gssr-621	56	12	and	and	CCONJ
gssr-621	56	13	serves	serve	VERB
gssr-621	56	14	as	as	ADP
gssr-621	56	15	a	a	DET
gssr-621	56	16	building	building	NOUN
gssr-621	56	17	block	block	NOUN
gssr-621	56	18	for	for	ADP
gssr-621	56	19	the	the	DET
gssr-621	56	20	synthesis	synthesis	NOUN
gssr-621	56	21	of	of	ADP
gssr-621	56	22	complex	complex	ADJ
gssr-621	56	23	carbohydrates	carbohydrate	NOUN
gssr-621	56	24	,	,	PUNCT
gssr-621	56	25	lipids	lipid	NOUN
gssr-621	56	26	,	,	PUNCT
gssr-621	56	27	and	and	CCONJ
gssr-621	56	28	proteins	protein	NOUN
gssr-621	56	29	.	.	PUNCT
gssr-621	57	1	glucose	glucose	NOUN
gssr-621	57	2	is	be	AUX
gssr-621	57	3	found	find	VERB
gssr-621	57	4	in	in	ADP
gssr-621	57	5	almost	almost	ADV
gssr-621	57	6	all	all	PRON
gssr-621	57	7	living	live	VERB
gssr-621	57	8	organisms	organism	NOUN
gssr-621	57	9	,	,	PUNCT
gssr-621	57	10	ranging	range	VERB
gssr-621	57	11	from	from	ADP
gssr-621	57	12	bacteria	bacteria	NOUN
gssr-621	57	13	and	and	CCONJ
gssr-621	57	14	plants	plant	NOUN
gssr-621	57	15	to	to	ADP
gssr-621	57	16	animals	animal	NOUN
gssr-621	57	17	,	,	PUNCT
gssr-621	57	18	including	include	VERB
gssr-621	57	19	humans	human	NOUN
gssr-621	57	20	.	.	PUNCT
gssr-621	58	1	it	it	PRON
gssr-621	58	2	is	be	AUX
gssr-621	58	3	a	a	DET
gssr-621	58	4	central	central	ADJ
gssr-621	58	5	player	player	NOUN
gssr-621	58	6	in	in	ADP
gssr-621	58	7	cellular	cellular	ADJ
gssr-621	58	8	metabolism	metabolism	NOUN
gssr-621	58	9	.	.	PUNCT
gssr-621	59	1	through	through	ADP
gssr-621	59	2	the	the	DET
gssr-621	59	3	process	process	NOUN
gssr-621	59	4	of	of	ADP
gssr-621	59	5	glycolysis	glycolysis	NOUN
gssr-621	59	6	,	,	PUNCT
gssr-621	59	7	glucose	glucose	NOUN
gssr-621	59	8	is	be	AUX
gssr-621	59	9	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	59	10	global	global	ADJ
gssr-621	59	11	sustainability	sustainability	NOUN
gssr-621	59	12	research	research	NOUN
gssr-621	59	13	global	global	ADJ
gssr-621	59	14	scientific	scientific	ADJ
gssr-621	59	15	research	research	NOUN
gssr-621	59	16	80	80	NUM
gssr-621	59	17	broken	break	VERB
gssr-621	59	18	down	down	ADP
gssr-621	59	19	into	into	ADP
gssr-621	59	20	pyruvate	pyruvate	NOUN
gssr-621	59	21	,	,	PUNCT
gssr-621	59	22	generating	generating	NOUN
gssr-621	59	23	atp	atp	PROPN
gssr-621	59	24	(	(	PUNCT
gssr-621	59	25	adenosine	adenosine	ADJ
gssr-621	59	26	triphosphate	triphosphate	NOUN
gssr-621	59	27	)	)	PUNCT
gssr-621	59	28	molecules	molecule	NOUN
gssr-621	59	29	that	that	PRON
gssr-621	59	30	provide	provide	VERB
gssr-621	59	31	energy	energy	NOUN
gssr-621	59	32	for	for	ADP
gssr-621	59	33	cellular	cellular	ADJ
gssr-621	59	34	functions	function	NOUN
gssr-621	59	35	(	(	PUNCT
gssr-621	59	36	dienel	dienel	PROPN
gssr-621	59	37	,	,	PUNCT
gssr-621	59	38	2019	2019	NUM
gssr-621	59	39	;	;	PUNCT
gssr-621	59	40	remesar	remesar	NOUN
gssr-621	59	41	&	&	CCONJ
gssr-621	59	42	alemany	alemany	PROPN
gssr-621	59	43	,	,	PUNCT
gssr-621	59	44	2020	2020	NUM
gssr-621	59	45	)	)	PUNCT
gssr-621	59	46	.	.	PUNCT
gssr-621	60	1	pyruvate	pyruvate	NOUN
gssr-621	60	2	can	can	AUX
gssr-621	60	3	further	far	ADV
gssr-621	60	4	undergo	undergo	VERB
gssr-621	60	5	various	various	ADJ
gssr-621	60	6	metabolic	metabolic	NOUN
gssr-621	60	7	pathways	pathway	NOUN
gssr-621	60	8	,	,	PUNCT
gssr-621	60	9	such	such	ADJ
gssr-621	60	10	as	as	ADP
gssr-621	60	11	the	the	DET
gssr-621	60	12	krebs	krebs	NOUN
gssr-621	60	13	cycle	cycle	NOUN
gssr-621	60	14	and	and	CCONJ
gssr-621	60	15	oxidative	oxidative	ADJ
gssr-621	60	16	phosphorylation	phosphorylation	NOUN
gssr-621	60	17	,	,	PUNCT
gssr-621	60	18	to	to	PART
gssr-621	60	19	produce	produce	VERB
gssr-621	60	20	additional	additional	ADJ
gssr-621	60	21	atp	atp	NOUN
gssr-621	60	22	through	through	ADP
gssr-621	60	23	cellular	cellular	ADJ
gssr-621	60	24	respiration	respiration	NOUN
gssr-621	60	25	.	.	PUNCT
gssr-621	61	1	glucose	glucose	NOUN
gssr-621	61	2	metabolism	metabolism	NOUN
gssr-621	61	3	is	be	AUX
gssr-621	61	4	essential	essential	ADJ
gssr-621	61	5	for	for	ADP
gssr-621	61	6	energy	energy	NOUN
gssr-621	61	7	production	production	NOUN
gssr-621	61	8	,	,	PUNCT
gssr-621	61	9	maintaining	maintain	VERB
gssr-621	61	10	cellular	cellular	ADJ
gssr-621	61	11	homeostasis	homeostasis	NOUN
gssr-621	61	12	,	,	PUNCT
gssr-621	61	13	and	and	CCONJ
gssr-621	61	14	supporting	support	VERB
gssr-621	61	15	vital	vital	ADJ
gssr-621	61	16	cellular	cellular	ADJ
gssr-621	61	17	processes	process	NOUN
gssr-621	61	18	,	,	PUNCT
gssr-621	61	19	such	such	ADJ
gssr-621	61	20	as	as	ADP
gssr-621	61	21	signal	signal	ADJ
gssr-621	61	22	transduction	transduction	NOUN
gssr-621	61	23	and	and	CCONJ
gssr-621	61	24	membrane	membrane	NOUN
gssr-621	61	25	transport	transport	NOUN
gssr-621	61	26	(	(	PUNCT
gssr-621	61	27	parker	parker	PROPN
gssr-621	61	28	,	,	PUNCT
gssr-621	61	29	2020	2020	NUM
gssr-621	61	30	)	)	PUNCT
gssr-621	61	31	.	.	PUNCT
gssr-621	62	1	glucose	glucose	NOUN
gssr-621	62	2	serves	serve	VERB
gssr-621	62	3	as	as	ADP
gssr-621	62	4	the	the	DET
gssr-621	62	5	primary	primary	ADJ
gssr-621	62	6	energy	energy	NOUN
gssr-621	62	7	source	source	NOUN
gssr-621	62	8	for	for	ADP
gssr-621	62	9	most	most	ADJ
gssr-621	62	10	organisms	organism	NOUN
gssr-621	62	11	.	.	PUNCT
gssr-621	63	1	it	it	PRON
gssr-621	63	2	is	be	AUX
gssr-621	63	3	readily	readily	ADV
gssr-621	63	4	metabolized	metabolize	VERB
gssr-621	63	5	and	and	CCONJ
gssr-621	63	6	efficiently	efficiently	ADV
gssr-621	63	7	converted	convert	VERB
gssr-621	63	8	into	into	ADP
gssr-621	63	9	atp	atp	PROPN
gssr-621	63	10	through	through	ADP
gssr-621	63	11	glycolysis	glycolysis	NOUN
gssr-621	63	12	and	and	CCONJ
gssr-621	63	13	subsequent	subsequent	ADJ
gssr-621	63	14	respiratory	respiratory	ADJ
gssr-621	63	15	pathways	pathway	NOUN
gssr-621	63	16	(	(	PUNCT
gssr-621	63	17	dienel	dienel	PROPN
gssr-621	63	18	,	,	PUNCT
gssr-621	63	19	2019	2019	NUM
gssr-621	63	20	)	)	PUNCT
gssr-621	63	21	.	.	PUNCT
gssr-621	64	1	the	the	DET
gssr-621	64	2	energy	energy	NOUN
gssr-621	64	3	derived	derive	VERB
gssr-621	64	4	from	from	ADP
gssr-621	64	5	glucose	glucose	NOUN
gssr-621	64	6	is	be	AUX
gssr-621	64	7	utilized	utilize	VERB
gssr-621	64	8	to	to	PART
gssr-621	64	9	perform	perform	VERB
gssr-621	64	10	mechanical	mechanical	ADJ
gssr-621	64	11	work	work	NOUN
gssr-621	64	12	,	,	PUNCT
gssr-621	64	13	maintain	maintain	VERB
gssr-621	64	14	body	body	NOUN
gssr-621	64	15	temperature	temperature	NOUN
gssr-621	64	16	,	,	PUNCT
gssr-621	64	17	support	support	NOUN
gssr-621	64	18	growth	growth	NOUN
gssr-621	64	19	and	and	CCONJ
gssr-621	64	20	development	development	NOUN
gssr-621	64	21	,	,	PUNCT
gssr-621	64	22	and	and	CCONJ
gssr-621	64	23	enable	enable	VERB
gssr-621	64	24	the	the	DET
gssr-621	64	25	functioning	functioning	NOUN
gssr-621	64	26	of	of	ADP
gssr-621	64	27	vital	vital	ADJ
gssr-621	64	28	organs	organ	NOUN
gssr-621	64	29	and	and	CCONJ
gssr-621	64	30	tissues	tissue	NOUN
gssr-621	64	31	(	(	PUNCT
gssr-621	64	32	remesar	remesar	NOUN
gssr-621	64	33	&	&	CCONJ
gssr-621	64	34	alemany	alemany	PROPN
gssr-621	64	35	,	,	PUNCT
gssr-621	64	36	2020	2020	NUM
gssr-621	64	37	)	)	PUNCT
gssr-621	64	38	.	.	PUNCT
gssr-621	65	1	glucose	glucose	NOUN
gssr-621	65	2	serves	serve	VERB
gssr-621	65	3	as	as	ADP
gssr-621	65	4	the	the	DET
gssr-621	65	5	building	building	NOUN
gssr-621	65	6	block	block	NOUN
gssr-621	65	7	for	for	ADP
gssr-621	65	8	the	the	DET
gssr-621	65	9	synthesis	synthesis	NOUN
gssr-621	65	10	of	of	ADP
gssr-621	65	11	complex	complex	ADJ
gssr-621	65	12	carbohydrates	carbohydrate	NOUN
gssr-621	65	13	,	,	PUNCT
gssr-621	65	14	including	include	VERB
gssr-621	65	15	starch	starch	NOUN
gssr-621	65	16	,	,	PUNCT
gssr-621	65	17	glycogen	glycogen	NOUN
gssr-621	65	18	,	,	PUNCT
gssr-621	65	19	and	and	CCONJ
gssr-621	65	20	cellulose	cellulose	NOUN
gssr-621	65	21	(	(	PUNCT
gssr-621	65	22	adams	adams	PROPN
gssr-621	65	23	,	,	PUNCT
gssr-621	65	24	2022	2022	NUM
gssr-621	65	25	)	)	PUNCT
gssr-621	65	26	.	.	PUNCT
gssr-621	66	1	through	through	ADP
gssr-621	66	2	the	the	DET
gssr-621	66	3	process	process	NOUN
gssr-621	66	4	of	of	ADP
gssr-621	66	5	polymerization	polymerization	NOUN
gssr-621	66	6	,	,	PUNCT
gssr-621	66	7	glucose	glucose	NOUN
gssr-621	66	8	molecules	molecule	NOUN
gssr-621	66	9	link	link	VERB
gssr-621	66	10	together	together	ADV
gssr-621	66	11	to	to	PART
gssr-621	66	12	form	form	VERB
gssr-621	66	13	chains	chain	NOUN
gssr-621	66	14	or	or	CCONJ
gssr-621	66	15	branched	branched	ADJ
gssr-621	66	16	structures	structure	NOUN
gssr-621	66	17	,	,	PUNCT
gssr-621	66	18	resulting	result	VERB
gssr-621	66	19	in	in	ADP
gssr-621	66	20	the	the	DET
gssr-621	66	21	formation	formation	NOUN
gssr-621	66	22	of	of	ADP
gssr-621	66	23	these	these	DET
gssr-621	66	24	carbohydrates	carbohydrate	NOUN
gssr-621	66	25	.	.	PUNCT
gssr-621	67	1	starch	starch	NOUN
gssr-621	67	2	and	and	CCONJ
gssr-621	67	3	glycogen	glycogen	PROPN
gssr-621	67	4	serve	serve	VERB
gssr-621	67	5	as	as	ADP
gssr-621	67	6	energy	energy	NOUN
gssr-621	67	7	storage	storage	NOUN
gssr-621	67	8	molecules	molecule	NOUN
gssr-621	67	9	in	in	ADP
gssr-621	67	10	plants	plant	NOUN
gssr-621	67	11	and	and	CCONJ
gssr-621	67	12	animals	animal	NOUN
gssr-621	67	13	,	,	PUNCT
gssr-621	67	14	respectively	respectively	ADV
gssr-621	67	15	,	,	PUNCT
gssr-621	67	16	while	while	SCONJ
gssr-621	67	17	cellulose	cellulose	NOUN
gssr-621	67	18	provides	provide	VERB
gssr-621	67	19	structural	structural	ADJ
gssr-621	67	20	support	support	NOUN
gssr-621	67	21	in	in	ADP
gssr-621	67	22	plant	plant	NOUN
gssr-621	67	23	cell	cell	NOUN
gssr-621	67	24	walls	wall	NOUN
gssr-621	67	25	.	.	PUNCT
gssr-621	68	1	glucose	glucose	NOUN
gssr-621	68	2	is	be	AUX
gssr-621	68	3	a	a	DET
gssr-621	68	4	precursor	precursor	NOUN
gssr-621	68	5	for	for	ADP
gssr-621	68	6	the	the	DET
gssr-621	68	7	synthesis	synthesis	NOUN
gssr-621	68	8	of	of	ADP
gssr-621	68	9	various	various	ADJ
gssr-621	68	10	biomolecules	biomolecule	NOUN
gssr-621	68	11	(	(	PUNCT
gssr-621	68	12	johns	johns	PROPN
gssr-621	68	13	,	,	PUNCT
gssr-621	68	14	2021	2021	NUM
gssr-621	68	15	)	)	PUNCT
gssr-621	68	16	.	.	PUNCT
gssr-621	69	1	it	it	PRON
gssr-621	69	2	can	can	AUX
gssr-621	69	3	be	be	AUX
gssr-621	69	4	converted	convert	VERB
gssr-621	69	5	into	into	ADP
gssr-621	69	6	other	other	ADJ
gssr-621	69	7	monosaccharides	monosaccharide	NOUN
gssr-621	69	8	,	,	PUNCT
gssr-621	69	9	such	such	ADJ
gssr-621	69	10	as	as	ADP
gssr-621	69	11	fructose	fructose	NOUN
gssr-621	69	12	and	and	CCONJ
gssr-621	69	13	galactose	galactose	NOUN
gssr-621	69	14	,	,	PUNCT
gssr-621	69	15	through	through	ADP
gssr-621	69	16	specific	specific	ADJ
gssr-621	69	17	enzymatic	enzymatic	ADJ
gssr-621	69	18	reactions	reaction	NOUN
gssr-621	69	19	(	(	PUNCT
gssr-621	69	20	riaukaite	riaukaite	NOUN
gssr-621	69	21	et	et	PROPN
gssr-621	69	22	al	al	PROPN
gssr-621	69	23	.	.	PROPN
gssr-621	69	24	,	,	PUNCT
gssr-621	69	25	2019	2019	NUM
gssr-621	69	26	)	)	PUNCT
gssr-621	69	27	.	.	PUNCT
gssr-621	70	1	glucose	glucose	NOUN
gssr-621	70	2	also	also	ADV
gssr-621	70	3	serves	serve	VERB
gssr-621	70	4	as	as	ADP
gssr-621	70	5	the	the	DET
gssr-621	70	6	starting	starting	NOUN
gssr-621	70	7	point	point	NOUN
gssr-621	70	8	for	for	ADP
gssr-621	70	9	the	the	DET
gssr-621	70	10	synthesis	synthesis	NOUN
gssr-621	70	11	of	of	ADP
gssr-621	70	12	lipids	lipids	ADJ
gssr-621	70	13	,	,	PUNCT
gssr-621	70	14	amino	amino	ADJ
gssr-621	70	15	acids	acid	NOUN
gssr-621	70	16	,	,	PUNCT
gssr-621	70	17	and	and	CCONJ
gssr-621	70	18	nucleotides	nucleotide	NOUN
gssr-621	70	19	,	,	PUNCT
gssr-621	70	20	which	which	PRON
gssr-621	70	21	are	be	AUX
gssr-621	70	22	essential	essential	ADJ
gssr-621	70	23	components	component	NOUN
gssr-621	70	24	of	of	ADP
gssr-621	70	25	cell	cell	NOUN
gssr-621	70	26	membranes	membrane	NOUN
gssr-621	70	27	,	,	PUNCT
gssr-621	70	28	proteins	protein	NOUN
gssr-621	70	29	,	,	PUNCT
gssr-621	70	30	and	and	CCONJ
gssr-621	70	31	dna	dna	PROPN
gssr-621	70	32	,	,	PUNCT
gssr-621	70	33	respectively	respectively	ADV
gssr-621	70	34	(	(	PUNCT
gssr-621	70	35	rationalized	rationalize	VERB
gssr-621	70	36	,	,	PUNCT
gssr-621	70	37	2023	2023	NUM
gssr-621	70	38	)	)	PUNCT
gssr-621	70	39	.	.	PUNCT
gssr-621	71	1	glucose	glucose	NOUN
gssr-621	71	2	concentration	concentration	NOUN
gssr-621	71	3	in	in	ADP
gssr-621	71	4	the	the	DET
gssr-621	71	5	bloodstream	bloodstream	NOUN
gssr-621	71	6	is	be	AUX
gssr-621	71	7	tightly	tightly	ADV
gssr-621	71	8	regulated	regulate	VERB
gssr-621	71	9	to	to	PART
gssr-621	71	10	maintain	maintain	VERB
gssr-621	71	11	optimal	optimal	ADJ
gssr-621	71	12	physiological	physiological	ADJ
gssr-621	71	13	function	function	NOUN
gssr-621	71	14	(	(	PUNCT
gssr-621	71	15	flores	flore	NOUN
gssr-621	71	16	et	et	PROPN
gssr-621	71	17	al	al	PROPN
gssr-621	71	18	.	.	PROPN
gssr-621	71	19	,	,	PUNCT
gssr-621	71	20	2018	2018	NUM
gssr-621	71	21	)	)	PUNCT
gssr-621	71	22	.	.	PUNCT
gssr-621	72	1	in	in	ADP
gssr-621	72	2	humans	human	NOUN
gssr-621	72	3	,	,	PUNCT
gssr-621	72	4	the	the	DET
gssr-621	72	5	hormone	hormone	NOUN
gssr-621	72	6	insulin	insulin	NOUN
gssr-621	72	7	(	(	PUNCT
gssr-621	72	8	ramos	ramos	PROPN
gssr-621	72	9	et	et	PROPN
gssr-621	72	10	al	al	PROPN
gssr-621	72	11	.	.	PROPN
gssr-621	72	12	,	,	PUNCT
gssr-621	72	13	2021	2021	NUM
gssr-621	72	14	)	)	PUNCT
gssr-621	72	15	,	,	PUNCT
gssr-621	72	16	produced	produce	VERB
gssr-621	72	17	by	by	ADP
gssr-621	72	18	the	the	DET
gssr-621	72	19	pancreas	pancrea	NOUN
gssr-621	72	20	,	,	PUNCT
gssr-621	72	21	facilitates	facilitate	VERB
gssr-621	72	22	glucose	glucose	NOUN
gssr-621	72	23	uptake	uptake	NOUN
gssr-621	72	24	by	by	ADP
gssr-621	72	25	cells	cell	NOUN
gssr-621	72	26	,	,	PUNCT
gssr-621	72	27	thereby	thereby	ADV
gssr-621	72	28	reducing	reduce	VERB
gssr-621	72	29	blood	blood	NOUN
gssr-621	72	30	glucose	glucose	NOUN
gssr-621	72	31	levels	level	NOUN
gssr-621	72	32	.	.	PUNCT
gssr-621	73	1	the	the	DET
gssr-621	73	2	hormone	hormone	NOUN
gssr-621	73	3	glucagon	glucagon	NOUN
gssr-621	73	4	,	,	PUNCT
gssr-621	73	5	also	also	ADV
gssr-621	73	6	produced	produce	VERB
gssr-621	73	7	by	by	ADP
gssr-621	73	8	the	the	DET
gssr-621	73	9	pancreas	pancrea	NOUN
gssr-621	73	10	,	,	PUNCT
gssr-621	73	11	acts	act	VERB
gssr-621	73	12	in	in	ADP
gssr-621	73	13	the	the	DET
gssr-621	73	14	opposite	opposite	ADJ
gssr-621	73	15	manner	manner	NOUN
gssr-621	73	16	,	,	PUNCT
gssr-621	73	17	promoting	promote	VERB
gssr-621	73	18	the	the	DET
gssr-621	73	19	release	release	NOUN
gssr-621	73	20	of	of	ADP
gssr-621	73	21	stored	store	VERB
gssr-621	73	22	glucose	glucose	NOUN
gssr-621	73	23	from	from	ADP
gssr-621	73	24	glycogen	glycogen	NOUN
gssr-621	73	25	,	,	PUNCT
gssr-621	73	26	thereby	thereby	ADV
gssr-621	73	27	increasing	increase	VERB
gssr-621	73	28	blood	blood	NOUN
gssr-621	73	29	glucose	glucose	NOUN
gssr-621	73	30	levels	level	NOUN
gssr-621	73	31	.	.	PUNCT
gssr-621	74	1	this	this	DET
gssr-621	74	2	intricate	intricate	ADJ
gssr-621	74	3	hormonal	hormonal	ADJ
gssr-621	74	4	regulation	regulation	NOUN
gssr-621	74	5	ensures	ensure	VERB
gssr-621	74	6	that	that	SCONJ
gssr-621	74	7	cells	cell	NOUN
gssr-621	74	8	have	have	VERB
gssr-621	74	9	a	a	DET
gssr-621	74	10	constant	constant	ADJ
gssr-621	74	11	supply	supply	NOUN
gssr-621	74	12	of	of	ADP
gssr-621	74	13	glucose	glucose	NOUN
gssr-621	74	14	for	for	ADP
gssr-621	74	15	energy	energy	NOUN
gssr-621	74	16	production	production	NOUN
gssr-621	74	17	(	(	PUNCT
gssr-621	74	18	shirin	shirin	NOUN
gssr-621	74	19	et	et	PROPN
gssr-621	74	20	al	al	PROPN
gssr-621	74	21	.	.	PROPN
gssr-621	74	22	,	,	PUNCT
gssr-621	74	23	2019	2019	NUM
gssr-621	74	24	)	)	PUNCT
gssr-621	74	25	.	.	PUNCT
gssr-621	75	1	enzymatic	enzymatic	ADJ
gssr-621	75	2	hydrolysis	hydrolysis	NOUN
gssr-621	75	3	of	of	ADP
gssr-621	75	4	polysaccharides	polysaccharide	NOUN
gssr-621	75	5	enzymatic	enzymatic	ADJ
gssr-621	75	6	hydrolysis	hydrolysis	NOUN
gssr-621	75	7	is	be	AUX
gssr-621	75	8	a	a	DET
gssr-621	75	9	biochemical	biochemical	ADJ
gssr-621	75	10	process	process	NOUN
gssr-621	75	11	that	that	PRON
gssr-621	75	12	involves	involve	VERB
gssr-621	75	13	the	the	DET
gssr-621	75	14	breakdown	breakdown	NOUN
gssr-621	75	15	of	of	ADP
gssr-621	75	16	complex	complex	ADJ
gssr-621	75	17	polysaccharides	polysaccharide	NOUN
gssr-621	75	18	into	into	ADP
gssr-621	75	19	simpler	simple	ADJ
gssr-621	75	20	sugars	sugar	NOUN
gssr-621	75	21	,	,	PUNCT
gssr-621	75	22	primarily	primarily	ADV
gssr-621	75	23	glucose	glucose	NOUN
gssr-621	75	24	,	,	PUNCT
gssr-621	75	25	through	through	ADP
gssr-621	75	26	the	the	DET
gssr-621	75	27	action	action	NOUN
gssr-621	75	28	of	of	ADP
gssr-621	75	29	specific	specific	ADJ
gssr-621	75	30	enzymes	enzyme	NOUN
gssr-621	75	31	(	(	PUNCT
gssr-621	75	32	weiss	weiss	NOUN
gssr-621	75	33	et	et	PROPN
gssr-621	75	34	al	al	PROPN
gssr-621	75	35	.	.	PROPN
gssr-621	75	36	,	,	PUNCT
gssr-621	75	37	2019	2019	NUM
gssr-621	75	38	)	)	PUNCT
gssr-621	75	39	.	.	PUNCT
gssr-621	76	1	this	this	DET
gssr-621	76	2	process	process	NOUN
gssr-621	76	3	plays	play	VERB
gssr-621	76	4	a	a	DET
gssr-621	76	5	crucial	crucial	ADJ
gssr-621	76	6	role	role	NOUN
gssr-621	76	7	in	in	ADP
gssr-621	76	8	the	the	DET
gssr-621	76	9	production	production	NOUN
gssr-621	76	10	of	of	ADP
gssr-621	76	11	glucose	glucose	NOUN
gssr-621	76	12	from	from	ADP
gssr-621	76	13	biomass	biomass	NOUN
gssr-621	76	14	,	,	PUNCT
gssr-621	76	15	such	such	ADJ
gssr-621	76	16	as	as	ADP
gssr-621	76	17	cellulose	cellulose	NOUN
gssr-621	76	18	and	and	CCONJ
gssr-621	76	19	starch	starch	NOUN
gssr-621	76	20	,	,	PUNCT
gssr-621	76	21	as	as	SCONJ
gssr-621	76	22	it	it	PRON
gssr-621	76	23	enables	enable	VERB
gssr-621	76	24	the	the	DET
gssr-621	76	25	efficient	efficient	ADJ
gssr-621	76	26	release	release	NOUN
gssr-621	76	27	of	of	ADP
gssr-621	76	28	glucose	glucose	NOUN
gssr-621	76	29	units	unit	NOUN
gssr-621	76	30	for	for	ADP
gssr-621	76	31	various	various	ADJ
gssr-621	76	32	industrial	industrial	ADJ
gssr-621	76	33	applications	application	NOUN
gssr-621	76	34	.	.	PUNCT
gssr-621	77	1	the	the	DET
gssr-621	77	2	choice	choice	NOUN
gssr-621	77	3	of	of	ADP
gssr-621	77	4	enzymes	enzyme	NOUN
gssr-621	77	5	for	for	ADP
gssr-621	77	6	enzymatic	enzymatic	ADJ
gssr-621	77	7	hydrolysis	hydrolysis	NOUN
gssr-621	77	8	depends	depend	VERB
gssr-621	77	9	on	on	ADP
gssr-621	77	10	the	the	DET
gssr-621	77	11	type	type	NOUN
gssr-621	77	12	of	of	ADP
gssr-621	77	13	polysaccharide	polysaccharide	NOUN
gssr-621	77	14	being	be	AUX
gssr-621	77	15	targeted	target	VERB
gssr-621	77	16	(	(	PUNCT
gssr-621	77	17	amandio	amandio	NOUN
gssr-621	77	18	et	et	PROPN
gssr-621	77	19	al	al	PROPN
gssr-621	77	20	.	.	PROPN
gssr-621	77	21	,	,	PUNCT
gssr-621	77	22	2023	2023	NUM
gssr-621	77	23	)	)	PUNCT
gssr-621	77	24	.	.	PUNCT
gssr-621	78	1	cellulose	cellulose	NOUN
gssr-621	78	2	,	,	PUNCT
gssr-621	78	3	for	for	ADP
gssr-621	78	4	example	example	NOUN
gssr-621	78	5	,	,	PUNCT
gssr-621	78	6	requires	require	VERB
gssr-621	78	7	cellulases	cellulase	NOUN
gssr-621	78	8	,	,	PUNCT
gssr-621	78	9	which	which	PRON
gssr-621	78	10	are	be	AUX
gssr-621	78	11	enzymes	enzyme	NOUN
gssr-621	78	12	capable	capable	ADJ
gssr-621	78	13	of	of	ADP
gssr-621	78	14	breaking	break	VERB
gssr-621	78	15	down	down	ADP
gssr-621	78	16	the	the	DET
gssr-621	78	17	β-1,4	β-1,4	ADJ
gssr-621	78	18	-	-	ADJ
gssr-621	78	19	glycosidic	glycosidic	ADJ
gssr-621	78	20	bonds	bond	NOUN
gssr-621	78	21	present	present	ADJ
gssr-621	78	22	in	in	ADP
gssr-621	78	23	the	the	DET
gssr-621	78	24	cellulose	cellulose	NOUN
gssr-621	78	25	chain	chain	NOUN
gssr-621	78	26	(	(	PUNCT
gssr-621	78	27	ilo	ilo	PROPN
gssr-621	78	28	,	,	PUNCT
gssr-621	78	29	2020	2020	NUM
gssr-621	78	30	)	)	PUNCT
gssr-621	78	31	.	.	PUNCT
gssr-621	79	1	on	on	ADP
gssr-621	79	2	the	the	DET
gssr-621	79	3	other	other	ADJ
gssr-621	79	4	hand	hand	NOUN
gssr-621	79	5	,	,	PUNCT
gssr-621	79	6	amylases	amylase	NOUN
gssr-621	79	7	are	be	AUX
gssr-621	79	8	used	use	VERB
gssr-621	79	9	to	to	PART
gssr-621	79	10	hydrolyze	hydrolyze	VERB
gssr-621	79	11	starch	starch	NOUN
gssr-621	79	12	,	,	PUNCT
gssr-621	79	13	targeting	target	VERB
gssr-621	79	14	the	the	DET
gssr-621	79	15	α-1,4glycosidic	α-1,4glycosidic	ADJ
gssr-621	79	16	bonds	bond	NOUN
gssr-621	79	17	(	(	PUNCT
gssr-621	79	18	hu	hu	PROPN
gssr-621	79	19	et	et	PROPN
gssr-621	79	20	al	al	PROPN
gssr-621	79	21	.	.	PROPN
gssr-621	79	22	,	,	PUNCT
gssr-621	79	23	2021	2021	NUM
gssr-621	79	24	)	)	PUNCT
gssr-621	79	25	.	.	PUNCT
gssr-621	80	1	enzymes	enzyme	NOUN
gssr-621	80	2	can	can	AUX
gssr-621	80	3	be	be	AUX
gssr-621	80	4	derived	derive	VERB
gssr-621	80	5	from	from	ADP
gssr-621	80	6	various	various	ADJ
gssr-621	80	7	sources	source	NOUN
gssr-621	80	8	,	,	PUNCT
gssr-621	80	9	including	include	VERB
gssr-621	80	10	microorganisms	microorganism	NOUN
gssr-621	80	11	(	(	PUNCT
gssr-621	80	12	such	such	ADJ
gssr-621	80	13	as	as	ADP
gssr-621	80	14	fungi	fungus	NOUN
gssr-621	80	15	and	and	CCONJ
gssr-621	80	16	bacteria	bacteria	NOUN
gssr-621	80	17	)	)	PUNCT
gssr-621	80	18	or	or	CCONJ
gssr-621	80	19	produced	produce	VERB
gssr-621	80	20	through	through	ADP
gssr-621	80	21	recombinant	recombinant	ADJ
gssr-621	80	22	dna	dna	PROPN
gssr-621	80	23	technology	technology	NOUN
gssr-621	80	24	.	.	PUNCT
gssr-621	81	1	the	the	DET
gssr-621	81	2	selection	selection	NOUN
gssr-621	81	3	of	of	ADP
gssr-621	81	4	the	the	DET
gssr-621	81	5	appropriate	appropriate	ADJ
gssr-621	81	6	enzyme(s	enzyme(s	NOUN
gssr-621	81	7	)	)	PUNCT
gssr-621	81	8	depends	depend	VERB
gssr-621	81	9	on	on	ADP
gssr-621	81	10	factors	factor	NOUN
gssr-621	81	11	such	such	ADJ
gssr-621	81	12	as	as	ADP
gssr-621	81	13	substrate	substrate	NOUN
gssr-621	81	14	specificity	specificity	NOUN
gssr-621	81	15	,	,	PUNCT
gssr-621	81	16	enzyme	enzyme	NOUN
gssr-621	81	17	stability	stability	NOUN
gssr-621	81	18	,	,	PUNCT
gssr-621	81	19	cost	cost	NOUN
gssr-621	81	20	,	,	PUNCT
gssr-621	81	21	and	and	CCONJ
gssr-621	81	22	availability	availability	NOUN
gssr-621	81	23	(	(	PUNCT
gssr-621	81	24	bhandari	bhandari	PROPN
gssr-621	81	25	et	et	PROPN
gssr-621	81	26	al	al	PROPN
gssr-621	81	27	.	.	PROPN
gssr-621	81	28	,	,	PUNCT
gssr-621	81	29	2021	2021	NUM
gssr-621	81	30	)	)	PUNCT
gssr-621	81	31	.	.	PUNCT
gssr-621	82	1	the	the	DET
gssr-621	82	2	structure	structure	NOUN
gssr-621	82	3	and	and	CCONJ
gssr-621	82	4	composition	composition	NOUN
gssr-621	82	5	of	of	ADP
gssr-621	82	6	the	the	DET
gssr-621	82	7	polysaccharide	polysaccharide	NOUN
gssr-621	82	8	substrate	substrate	NOUN
gssr-621	82	9	significantly	significantly	ADV
gssr-621	82	10	influence	influence	VERB
gssr-621	82	11	the	the	DET
gssr-621	82	12	efficiency	efficiency	NOUN
gssr-621	82	13	of	of	ADP
gssr-621	82	14	enzymatic	enzymatic	ADJ
gssr-621	82	15	hydrolysis	hydrolysis	NOUN
gssr-621	82	16	(	(	PUNCT
gssr-621	82	17	amandio	amandio	NOUN
gssr-621	82	18	et	et	NOUN
gssr-621	82	19	al	al	PROPN
gssr-621	82	20	.	.	PROPN
gssr-621	82	21	,	,	PUNCT
gssr-621	82	22	2023	2023	NUM
gssr-621	82	23	)	)	PUNCT
gssr-621	82	24	.	.	PUNCT
gssr-621	83	1	factors	factor	NOUN
gssr-621	83	2	such	such	ADJ
gssr-621	83	3	as	as	ADP
gssr-621	83	4	the	the	DET
gssr-621	83	5	degree	degree	NOUN
gssr-621	83	6	of	of	ADP
gssr-621	83	7	polymerization	polymerization	NOUN
gssr-621	83	8	,	,	PUNCT
gssr-621	83	9	crystallinity	crystallinity	NOUN
gssr-621	83	10	,	,	PUNCT
gssr-621	83	11	accessibility	accessibility	NOUN
gssr-621	83	12	of	of	ADP
gssr-621	83	13	the	the	DET
gssr-621	83	14	enzyme	enzyme	NOUN
gssr-621	83	15	to	to	ADP
gssr-621	83	16	the	the	DET
gssr-621	83	17	substrate	substrate	NOUN
gssr-621	83	18	,	,	PUNCT
gssr-621	83	19	and	and	CCONJ
gssr-621	83	20	the	the	DET
gssr-621	83	21	presence	presence	NOUN
gssr-621	83	22	of	of	ADP
gssr-621	83	23	inhibitors	inhibitor	NOUN
gssr-621	83	24	or	or	CCONJ
gssr-621	83	25	lignin	lignin	NOUN
gssr-621	83	26	can	can	AUX
gssr-621	83	27	affect	affect	VERB
gssr-621	83	28	the	the	DET
gssr-621	83	29	hydrolysis	hydrolysis	NOUN
gssr-621	83	30	process	process	NOUN
gssr-621	83	31	.	.	PUNCT
gssr-621	84	1	pretreatment	pretreatment	NOUN
gssr-621	84	2	methods	method	NOUN
gssr-621	84	3	,	,	PUNCT
gssr-621	84	4	such	such	ADJ
gssr-621	84	5	as	as	ADP
gssr-621	84	6	physical	physical	ADJ
gssr-621	84	7	,	,	PUNCT
gssr-621	84	8	chemical	chemical	NOUN
gssr-621	84	9	,	,	PUNCT
gssr-621	84	10	or	or	CCONJ
gssr-621	84	11	biological	biological	ADJ
gssr-621	84	12	treatments	treatment	NOUN
gssr-621	84	13	,	,	PUNCT
gssr-621	84	14	are	be	AUX
gssr-621	84	15	often	often	ADV
gssr-621	84	16	employed	employ	VERB
gssr-621	84	17	to	to	PART
gssr-621	84	18	enhance	enhance	VERB
gssr-621	84	19	the	the	DET
gssr-621	84	20	accessibility	accessibility	NOUN
gssr-621	84	21	of	of	ADP
gssr-621	84	22	enzymes	enzyme	NOUN
gssr-621	84	23	to	to	ADP
gssr-621	84	24	the	the	DET
gssr-621	84	25	polysaccharide	polysaccharide	NOUN
gssr-621	84	26	substrate	substrate	NOUN
gssr-621	84	27	,	,	PUNCT
gssr-621	84	28	improving	improve	VERB
gssr-621	84	29	the	the	DET
gssr-621	84	30	overall	overall	ADJ
gssr-621	84	31	hydrolysis	hydrolysis	NOUN
gssr-621	84	32	efficiency	efficiency	NOUN
gssr-621	84	33	(	(	PUNCT
gssr-621	84	34	ansanay	ansanay	ADV
gssr-621	84	35	et	et	PROPN
gssr-621	84	36	al	al	PROPN
gssr-621	84	37	.	.	PROPN
gssr-621	84	38	,	,	PUNCT
gssr-621	84	39	2021	2021	NUM
gssr-621	84	40	)	)	PUNCT
gssr-621	84	41	.	.	PUNCT
gssr-621	85	1	enzymatic	enzymatic	ADJ
gssr-621	85	2	hydrolysis	hydrolysis	NOUN
gssr-621	85	3	follows	follow	VERB
gssr-621	85	4	a	a	DET
gssr-621	85	5	complex	complex	ADJ
gssr-621	85	6	kinetic	kinetic	ADJ
gssr-621	85	7	process	process	NOUN
gssr-621	85	8	involving	involve	VERB
gssr-621	85	9	several	several	ADJ
gssr-621	85	10	steps	step	NOUN
gssr-621	85	11	,	,	PUNCT
gssr-621	85	12	including	include	VERB
gssr-621	85	13	enzyme	enzyme	NOUN
gssr-621	85	14	-	-	PUNCT
gssr-621	85	15	substrate	substrate	NOUN
gssr-621	85	16	adsorption	adsorption	NOUN
gssr-621	85	17	,	,	PUNCT
gssr-621	85	18	enzymatic	enzymatic	ADJ
gssr-621	85	19	reaction	reaction	NOUN
gssr-621	85	20	,	,	PUNCT
gssr-621	85	21	and	and	CCONJ
gssr-621	85	22	product	product	NOUN
gssr-621	85	23	desorption	desorption	NOUN
gssr-621	85	24	.	.	PUNCT
gssr-621	86	1	the	the	DET
gssr-621	86	2	kinetics	kinetic	NOUN
gssr-621	86	3	of	of	ADP
gssr-621	86	4	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	86	5	global	global	ADJ
gssr-621	86	6	sustainability	sustainability	NOUN
gssr-621	86	7	research	research	NOUN
gssr-621	86	8	global	global	ADJ
gssr-621	86	9	scientific	scientific	ADJ
gssr-621	86	10	research	research	NOUN
gssr-621	86	11	81	81	NUM
gssr-621	86	12	enzymatic	enzymatic	ADJ
gssr-621	86	13	hydrolysis	hydrolysis	NOUN
gssr-621	86	14	can	can	AUX
gssr-621	86	15	be	be	AUX
gssr-621	86	16	described	describe	VERB
gssr-621	86	17	by	by	ADP
gssr-621	86	18	various	various	ADJ
gssr-621	86	19	models	model	NOUN
gssr-621	86	20	,	,	PUNCT
gssr-621	86	21	such	such	ADJ
gssr-621	86	22	as	as	ADP
gssr-621	86	23	the	the	DET
gssr-621	86	24	michaelis	michaelis	ADJ
gssr-621	86	25	-	-	PUNCT
gssr-621	86	26	menten	menten	ADJ
gssr-621	86	27	model	model	NOUN
gssr-621	86	28	or	or	CCONJ
gssr-621	86	29	the	the	DET
gssr-621	86	30	langmuir	langmuir	PROPN
gssr-621	86	31	-	-	PUNCT
gssr-621	86	32	hinshelwood	hinshelwood	PROPN
gssr-621	86	33	model	model	NOUN
gssr-621	86	34	.	.	PUNCT
gssr-621	87	1	these	these	DET
gssr-621	87	2	models	model	NOUN
gssr-621	87	3	help	help	VERB
gssr-621	87	4	in	in	ADP
gssr-621	87	5	understanding	understand	VERB
gssr-621	87	6	the	the	DET
gssr-621	87	7	enzyme	enzyme	NOUN
gssr-621	87	8	-	-	PUNCT
gssr-621	87	9	substrate	substrate	NOUN
gssr-621	87	10	interactions	interaction	NOUN
gssr-621	87	11	,	,	PUNCT
gssr-621	87	12	determining	determine	VERB
gssr-621	87	13	reaction	reaction	NOUN
gssr-621	87	14	rates	rate	NOUN
gssr-621	87	15	,	,	PUNCT
gssr-621	87	16	and	and	CCONJ
gssr-621	87	17	estimating	estimate	VERB
gssr-621	87	18	kinetic	kinetic	ADJ
gssr-621	87	19	parameters	parameter	NOUN
gssr-621	87	20	such	such	ADJ
gssr-621	87	21	as	as	ADP
gssr-621	87	22	the	the	DET
gssr-621	87	23	maximum	maximum	ADJ
gssr-621	87	24	reaction	reaction	NOUN
gssr-621	87	25	rate	rate	NOUN
gssr-621	87	26	(	(	PUNCT
gssr-621	87	27	vmax	vmax	PROPN
gssr-621	87	28	)	)	PUNCT
gssr-621	87	29	and	and	CCONJ
gssr-621	87	30	michaelis	michaeli	NOUN
gssr-621	87	31	-	-	PUNCT
gssr-621	87	32	menten	menten	ADJ
gssr-621	87	33	constant	constant	ADJ
gssr-621	87	34	(	(	PUNCT
gssr-621	87	35	km	km	NOUN
gssr-621	87	36	)	)	PUNCT
gssr-621	87	37	(	(	PUNCT
gssr-621	87	38	efrinalia	efrinalia	PROPN
gssr-621	87	39	et	et	PROPN
gssr-621	87	40	al	al	PROPN
gssr-621	87	41	.	.	PROPN
gssr-621	87	42	,	,	PUNCT
gssr-621	87	43	2022	2022	NUM
gssr-621	87	44	)	)	PUNCT
gssr-621	87	45	.	.	PUNCT
gssr-621	88	1	kinetic	kinetic	ADJ
gssr-621	88	2	studies	study	NOUN
gssr-621	88	3	provide	provide	VERB
gssr-621	88	4	valuable	valuable	ADJ
gssr-621	88	5	insights	insight	NOUN
gssr-621	88	6	into	into	ADP
gssr-621	88	7	the	the	DET
gssr-621	88	8	efficiency	efficiency	NOUN
gssr-621	88	9	of	of	ADP
gssr-621	88	10	the	the	DET
gssr-621	88	11	hydrolysis	hydrolysis	NOUN
gssr-621	88	12	process	process	NOUN
gssr-621	88	13	and	and	CCONJ
gssr-621	88	14	assist	assist	VERB
gssr-621	88	15	in	in	ADP
gssr-621	88	16	process	process	NOUN
gssr-621	88	17	optimization	optimization	NOUN
gssr-621	88	18	.	.	PUNCT
gssr-621	89	1	several	several	ADJ
gssr-621	89	2	factors	factor	NOUN
gssr-621	89	3	influence	influence	VERB
gssr-621	89	4	the	the	DET
gssr-621	89	5	efficiency	efficiency	NOUN
gssr-621	89	6	of	of	ADP
gssr-621	89	7	enzymatic	enzymatic	ADJ
gssr-621	89	8	hydrolysis	hydrolysis	NOUN
gssr-621	89	9	(	(	PUNCT
gssr-621	89	10	turini	turini	NOUN
gssr-621	89	11	et	et	PROPN
gssr-621	89	12	al	al	PROPN
gssr-621	89	13	.	.	PROPN
gssr-621	89	14	,	,	PUNCT
gssr-621	89	15	2021	2021	NUM
gssr-621	89	16	):	):	PUNCT
gssr-621	89	17	a	a	X
gssr-621	89	18	)	)	PUNCT
gssr-621	89	19	enzyme	enzyme	NOUN
gssr-621	89	20	concentration	concentration	NOUN
gssr-621	89	21	:	:	PUNCT
gssr-621	89	22	the	the	DET
gssr-621	89	23	amount	amount	NOUN
gssr-621	89	24	of	of	ADP
gssr-621	89	25	enzyme	enzyme	NOUN
gssr-621	89	26	used	use	VERB
gssr-621	89	27	affects	affect	VERB
gssr-621	89	28	the	the	DET
gssr-621	89	29	rate	rate	NOUN
gssr-621	89	30	and	and	CCONJ
gssr-621	89	31	extent	extent	NOUN
gssr-621	89	32	of	of	ADP
gssr-621	89	33	hydrolysis	hydrolysis	NOUN
gssr-621	89	34	.	.	PUNCT
gssr-621	90	1	higher	high	ADJ
gssr-621	90	2	enzyme	enzyme	NOUN
gssr-621	90	3	concentrations	concentration	NOUN
gssr-621	90	4	generally	generally	ADV
gssr-621	90	5	lead	lead	VERB
gssr-621	90	6	to	to	ADP
gssr-621	90	7	faster	fast	ADJ
gssr-621	90	8	hydrolysis	hydrolysis	NOUN
gssr-621	90	9	;	;	PUNCT
gssr-621	90	10	however	however	ADV
gssr-621	90	11	,	,	PUNCT
gssr-621	90	12	there	there	PRON
gssr-621	90	13	is	be	VERB
gssr-621	90	14	an	an	DET
gssr-621	90	15	optimal	optimal	ADJ
gssr-621	90	16	enzyme	enzyme	NOUN
gssr-621	90	17	dosage	dosage	NOUN
gssr-621	90	18	beyond	beyond	ADP
gssr-621	90	19	which	which	PRON
gssr-621	90	20	further	further	ADJ
gssr-621	90	21	enzyme	enzyme	NOUN
gssr-621	90	22	addition	addition	NOUN
gssr-621	90	23	may	may	AUX
gssr-621	90	24	not	not	PART
gssr-621	90	25	yield	yield	VERB
gssr-621	90	26	significant	significant	ADJ
gssr-621	90	27	improvements	improvement	NOUN
gssr-621	90	28	.	.	PUNCT
gssr-621	91	1	b	b	X
gssr-621	91	2	)	)	PUNCT
gssr-621	91	3	substrate	substrate	NOUN
gssr-621	91	4	concentration	concentration	NOUN
gssr-621	91	5	:	:	PUNCT
gssr-621	91	6	the	the	DET
gssr-621	91	7	concentration	concentration	NOUN
gssr-621	91	8	of	of	ADP
gssr-621	91	9	the	the	DET
gssr-621	91	10	polysaccharide	polysaccharide	NOUN
gssr-621	91	11	substrate	substrate	NOUN
gssr-621	91	12	affects	affect	VERB
gssr-621	91	13	the	the	DET
gssr-621	91	14	rate	rate	NOUN
gssr-621	91	15	of	of	ADP
gssr-621	91	16	hydrolysis	hydrolysis	NOUN
gssr-621	91	17	.	.	PUNCT
gssr-621	92	1	initially	initially	ADV
gssr-621	92	2	,	,	PUNCT
gssr-621	92	3	as	as	ADP
gssr-621	92	4	substrate	substrate	NOUN
gssr-621	92	5	concentration	concentration	NOUN
gssr-621	92	6	increases	increase	NOUN
gssr-621	92	7	,	,	PUNCT
gssr-621	92	8	the	the	DET
gssr-621	92	9	rate	rate	NOUN
gssr-621	92	10	of	of	ADP
gssr-621	92	11	hydrolysis	hydrolysis	NOUN
gssr-621	92	12	also	also	ADV
gssr-621	92	13	increases	increase	VERB
gssr-621	92	14	.	.	PUNCT
gssr-621	93	1	however	however	ADV
gssr-621	93	2	,	,	PUNCT
gssr-621	93	3	at	at	ADP
gssr-621	93	4	high	high	ADJ
gssr-621	93	5	substrate	substrate	NOUN
gssr-621	93	6	concentrations	concentration	NOUN
gssr-621	93	7	,	,	PUNCT
gssr-621	93	8	the	the	DET
gssr-621	93	9	enzyme	enzyme	NOUN
gssr-621	93	10	may	may	AUX
gssr-621	93	11	become	become	VERB
gssr-621	93	12	saturated	saturate	VERB
gssr-621	93	13	,	,	PUNCT
gssr-621	93	14	and	and	CCONJ
gssr-621	93	15	the	the	DET
gssr-621	93	16	rate	rate	NOUN
gssr-621	93	17	of	of	ADP
gssr-621	93	18	hydrolysis	hydrolysis	NOUN
gssr-621	93	19	may	may	AUX
gssr-621	93	20	plateau	plateau	VERB
gssr-621	93	21	.	.	PUNCT
gssr-621	94	1	c	c	X
gssr-621	94	2	)	)	PUNCT
gssr-621	94	3	temperature	temperature	NOUN
gssr-621	94	4	and	and	CCONJ
gssr-621	94	5	ph	ph	NOUN
gssr-621	94	6	(	(	PUNCT
gssr-621	94	7	jones	jones	PROPN
gssr-621	94	8	et	et	PROPN
gssr-621	94	9	al	al	PROPN
gssr-621	94	10	.	.	PROPN
gssr-621	94	11	,	,	PUNCT
gssr-621	94	12	2018	2018	NUM
gssr-621	94	13	):	):	PUNCT
gssr-621	94	14	enzymatic	enzymatic	ADJ
gssr-621	94	15	activity	activity	NOUN
gssr-621	94	16	is	be	AUX
gssr-621	94	17	highly	highly	ADV
gssr-621	94	18	dependent	dependent	ADJ
gssr-621	94	19	on	on	ADP
gssr-621	94	20	temperature	temperature	NOUN
gssr-621	94	21	and	and	CCONJ
gssr-621	94	22	ph	ph	ADJ
gssr-621	94	23	.	.	PUNCT
gssr-621	94	24	different	different	ADJ
gssr-621	94	25	enzymes	enzyme	NOUN
gssr-621	94	26	have	have	VERB
gssr-621	94	27	specific	specific	ADJ
gssr-621	94	28	temperature	temperature	NOUN
gssr-621	94	29	and	and	CCONJ
gssr-621	94	30	ph	ph	ADJ
gssr-621	94	31	optima	optima	NOUN
gssr-621	94	32	for	for	ADP
gssr-621	94	33	maximum	maximum	ADJ
gssr-621	94	34	activity	activity	NOUN
gssr-621	94	35	.	.	PUNCT
gssr-621	95	1	maintaining	maintain	VERB
gssr-621	95	2	optimal	optimal	ADJ
gssr-621	95	3	temperature	temperature	NOUN
gssr-621	95	4	and	and	CCONJ
gssr-621	95	5	ph	ph	ADJ
gssr-621	95	6	conditions	condition	NOUN
gssr-621	95	7	is	be	AUX
gssr-621	95	8	crucial	crucial	ADJ
gssr-621	95	9	for	for	ADP
gssr-621	95	10	achieving	achieve	VERB
gssr-621	95	11	high	high	ADJ
gssr-621	95	12	enzymatic	enzymatic	ADJ
gssr-621	95	13	efficiency	efficiency	NOUN
gssr-621	95	14	during	during	ADP
gssr-621	95	15	hydrolysis	hydrolysis	NOUN
gssr-621	95	16	.	.	PUNCT
gssr-621	96	1	d	d	X
gssr-621	96	2	)	)	PUNCT
gssr-621	96	3	enzyme	enzyme	NOUN
gssr-621	96	4	inhibitors	inhibitor	NOUN
gssr-621	96	5	(	(	PUNCT
gssr-621	96	6	ascione	ascione	NOUN
gssr-621	96	7	et	et	NOUN
gssr-621	96	8	al	al	PROPN
gssr-621	96	9	.	.	PROPN
gssr-621	96	10	,	,	PUNCT
gssr-621	96	11	2020	2020	NUM
gssr-621	96	12	):	):	PUNCT
gssr-621	96	13	inhibitors	inhibitor	NOUN
gssr-621	96	14	,	,	PUNCT
gssr-621	96	15	such	such	ADJ
gssr-621	96	16	as	as	ADP
gssr-621	96	17	lignin	lignin	NOUN
gssr-621	96	18	,	,	PUNCT
gssr-621	96	19	hemicelluloses	hemicellulose	NOUN
gssr-621	96	20	,	,	PUNCT
gssr-621	96	21	or	or	CCONJ
gssr-621	96	22	degradation	degradation	NOUN
gssr-621	96	23	products	product	NOUN
gssr-621	96	24	,	,	PUNCT
gssr-621	96	25	can	can	AUX
gssr-621	96	26	negatively	negatively	ADV
gssr-621	96	27	impact	impact	VERB
gssr-621	96	28	enzymatic	enzymatic	ADJ
gssr-621	96	29	hydrolysis	hydrolysis	NOUN
gssr-621	96	30	.	.	PUNCT
gssr-621	97	1	these	these	DET
gssr-621	97	2	inhibitors	inhibitor	NOUN
gssr-621	97	3	can	can	AUX
gssr-621	97	4	interfere	interfere	VERB
gssr-621	97	5	with	with	ADP
gssr-621	97	6	enzymesubstrate	enzymesubstrate	ADJ
gssr-621	97	7	interactions	interaction	NOUN
gssr-621	97	8	,	,	PUNCT
gssr-621	97	9	reduce	reduce	VERB
gssr-621	97	10	enzyme	enzyme	NOUN
gssr-621	97	11	activity	activity	NOUN
gssr-621	97	12	,	,	PUNCT
gssr-621	97	13	or	or	CCONJ
gssr-621	97	14	inhibit	inhibit	VERB
gssr-621	97	15	enzyme	enzyme	NOUN
gssr-621	97	16	stability	stability	NOUN
gssr-621	97	17	.	.	PUNCT
gssr-621	98	1	strategies	strategy	NOUN
gssr-621	98	2	to	to	PART
gssr-621	98	3	minimize	minimize	VERB
gssr-621	98	4	or	or	CCONJ
gssr-621	98	5	mitigate	mitigate	VERB
gssr-621	98	6	the	the	DET
gssr-621	98	7	effects	effect	NOUN
gssr-621	98	8	of	of	ADP
gssr-621	98	9	inhibitors	inhibitor	NOUN
gssr-621	98	10	include	include	VERB
gssr-621	98	11	enzymatic	enzymatic	ADJ
gssr-621	98	12	detoxification	detoxification	NOUN
gssr-621	98	13	,	,	PUNCT
gssr-621	98	14	inhibitor	inhibitor	NOUN
gssr-621	98	15	removal	removal	NOUN
gssr-621	98	16	.	.	PUNCT
gssr-621	99	1	acid	acid	NOUN
gssr-621	99	2	hydrolysis	hydrolysis	NOUN
gssr-621	99	3	of	of	ADP
gssr-621	99	4	biomass	biomass	NOUN
gssr-621	99	5	acid	acid	NOUN
gssr-621	99	6	hydrolysis	hydrolysis	NOUN
gssr-621	99	7	is	be	AUX
gssr-621	99	8	a	a	DET
gssr-621	99	9	chemical	chemical	NOUN
gssr-621	99	10	process	process	NOUN
gssr-621	99	11	that	that	PRON
gssr-621	99	12	utilizes	utilize	VERB
gssr-621	99	13	acid	acid	NOUN
gssr-621	99	14	catalysts	catalyst	NOUN
gssr-621	99	15	to	to	PART
gssr-621	99	16	break	break	VERB
gssr-621	99	17	down	down	ADP
gssr-621	99	18	complex	complex	ADJ
gssr-621	99	19	carbohydrates	carbohydrate	NOUN
gssr-621	99	20	in	in	ADP
gssr-621	99	21	biomass	biomass	NOUN
gssr-621	99	22	into	into	ADP
gssr-621	99	23	simpler	simple	ADJ
gssr-621	99	24	sugars	sugar	NOUN
gssr-621	99	25	,	,	PUNCT
gssr-621	99	26	including	include	VERB
gssr-621	99	27	glucose	glucose	NOUN
gssr-621	99	28	(	(	PUNCT
gssr-621	99	29	ilo	ilo	PROPN
gssr-621	99	30	,	,	PUNCT
gssr-621	99	31	2020	2020	NUM
gssr-621	99	32	)	)	PUNCT
gssr-621	99	33	.	.	PUNCT
gssr-621	100	1	this	this	DET
gssr-621	100	2	process	process	NOUN
gssr-621	100	3	is	be	AUX
gssr-621	100	4	an	an	DET
gssr-621	100	5	alternative	alternative	NOUN
gssr-621	100	6	to	to	ADP
gssr-621	100	7	enzymatic	enzymatic	ADJ
gssr-621	100	8	hydrolysis	hydrolysis	NOUN
gssr-621	100	9	and	and	CCONJ
gssr-621	100	10	is	be	AUX
gssr-621	100	11	particularly	particularly	ADV
gssr-621	100	12	suitable	suitable	ADJ
gssr-621	100	13	for	for	ADP
gssr-621	100	14	biomass	biomass	NOUN
gssr-621	100	15	with	with	ADP
gssr-621	100	16	high	high	ADJ
gssr-621	100	17	cellulose	cellulose	NOUN
gssr-621	100	18	or	or	CCONJ
gssr-621	100	19	hemicellulose	hemicellulose	NOUN
gssr-621	100	20	content	content	NOUN
gssr-621	100	21	.	.	PUNCT
gssr-621	101	1	acid	acid	NOUN
gssr-621	101	2	hydrolysis	hydrolysis	NOUN
gssr-621	101	3	offers	offer	VERB
gssr-621	101	4	several	several	ADJ
gssr-621	101	5	advantages	advantage	NOUN
gssr-621	101	6	,	,	PUNCT
gssr-621	101	7	such	such	ADJ
gssr-621	101	8	as	as	ADP
gssr-621	101	9	faster	fast	ADJ
gssr-621	101	10	reaction	reaction	NOUN
gssr-621	101	11	rates	rate	NOUN
gssr-621	101	12	and	and	CCONJ
gssr-621	101	13	the	the	DET
gssr-621	101	14	ability	ability	NOUN
gssr-621	101	15	to	to	PART
gssr-621	101	16	handle	handle	VERB
gssr-621	101	17	a	a	DET
gssr-621	101	18	wide	wide	ADJ
gssr-621	101	19	range	range	NOUN
gssr-621	101	20	of	of	ADP
gssr-621	101	21	feedstocks	feedstock	NOUN
gssr-621	101	22	.	.	PUNCT
gssr-621	102	1	various	various	ADJ
gssr-621	102	2	acid	acid	NOUN
gssr-621	102	3	catalysts	catalyst	NOUN
gssr-621	102	4	can	can	AUX
gssr-621	102	5	be	be	AUX
gssr-621	102	6	used	use	VERB
gssr-621	102	7	for	for	ADP
gssr-621	102	8	biomass	biomass	NOUN
gssr-621	102	9	hydrolysis	hydrolysis	NOUN
gssr-621	102	10	,	,	PUNCT
gssr-621	102	11	with	with	ADP
gssr-621	102	12	sulfuric	sulfuric	ADJ
gssr-621	102	13	acid	acid	NOUN
gssr-621	102	14	(	(	PUNCT
gssr-621	102	15	h2so4	h2so4	PROPN
gssr-621	102	16	)	)	PUNCT
gssr-621	102	17	and	and	CCONJ
gssr-621	102	18	hydrochloric	hydrochloric	ADJ
gssr-621	102	19	acid	acid	NOUN
gssr-621	102	20	(	(	PUNCT
gssr-621	102	21	hcl	hcl	PROPN
gssr-621	102	22	)	)	PUNCT
gssr-621	102	23	being	be	AUX
gssr-621	102	24	the	the	DET
gssr-621	102	25	most	most	ADV
gssr-621	102	26	commonly	commonly	ADV
gssr-621	102	27	employed	employ	VERB
gssr-621	102	28	.	.	PUNCT
gssr-621	103	1	these	these	DET
gssr-621	103	2	strong	strong	ADJ
gssr-621	103	3	acids	acid	NOUN
gssr-621	103	4	dissociate	dissociate	NOUN
gssr-621	103	5	in	in	ADP
gssr-621	103	6	water	water	NOUN
gssr-621	103	7	,	,	PUNCT
gssr-621	103	8	providing	provide	VERB
gssr-621	103	9	hydrogen	hydrogen	NOUN
gssr-621	103	10	ions	ion	NOUN
gssr-621	103	11	(	(	PUNCT
gssr-621	103	12	h+	h+	X
gssr-621	103	13	)	)	PUNCT
gssr-621	103	14	that	that	PRON
gssr-621	103	15	catalyze	catalyze	VERB
gssr-621	103	16	the	the	DET
gssr-621	103	17	hydrolysis	hydrolysis	NOUN
gssr-621	103	18	of	of	ADP
gssr-621	103	19	glycosidic	glycosidic	ADJ
gssr-621	103	20	bonds	bond	NOUN
gssr-621	103	21	.	.	PUNCT
gssr-621	104	1	the	the	DET
gssr-621	104	2	choice	choice	NOUN
gssr-621	104	3	of	of	ADP
gssr-621	104	4	acid	acid	NOUN
gssr-621	104	5	catalyst	catalyst	NOUN
gssr-621	104	6	depends	depend	VERB
gssr-621	104	7	on	on	ADP
gssr-621	104	8	factors	factor	NOUN
gssr-621	104	9	such	such	ADJ
gssr-621	104	10	as	as	ADP
gssr-621	104	11	reaction	reaction	NOUN
gssr-621	104	12	efficiency	efficiency	NOUN
gssr-621	104	13	,	,	PUNCT
gssr-621	104	14	cost	cost	NOUN
gssr-621	104	15	,	,	PUNCT
gssr-621	104	16	safety	safety	NOUN
gssr-621	104	17	,	,	PUNCT
gssr-621	104	18	and	and	CCONJ
gssr-621	104	19	the	the	DET
gssr-621	104	20	downstream	downstream	ADJ
gssr-621	104	21	processing	processing	NOUN
gssr-621	104	22	of	of	ADP
gssr-621	104	23	the	the	DET
gssr-621	104	24	hydrolysate	hydrolysate	NOUN
gssr-621	104	25	(	(	PUNCT
gssr-621	104	26	swiatek	swiatek	NOUN
gssr-621	104	27	et	et	PROPN
gssr-621	104	28	al	al	PROPN
gssr-621	104	29	.	.	PROPN
gssr-621	104	30	,	,	PUNCT
gssr-621	104	31	2020	2020	NUM
gssr-621	104	32	)	)	PUNCT
gssr-621	104	33	.	.	PUNCT
gssr-621	105	1	optimizing	optimize	VERB
gssr-621	105	2	reaction	reaction	NOUN
gssr-621	105	3	conditions	condition	NOUN
gssr-621	105	4	is	be	AUX
gssr-621	105	5	crucial	crucial	ADJ
gssr-621	105	6	for	for	ADP
gssr-621	105	7	achieving	achieve	VERB
gssr-621	105	8	efficient	efficient	ADJ
gssr-621	105	9	acid	acid	NOUN
gssr-621	105	10	hydrolysis	hydrolysis	NOUN
gssr-621	105	11	(	(	PUNCT
gssr-621	105	12	zhang	zhang	PROPN
gssr-621	105	13	&	&	CCONJ
gssr-621	105	14	sutheerawattananonda	sutheerawattananonda	PROPN
gssr-621	105	15	,	,	PUNCT
gssr-621	105	16	2020	2020	NUM
gssr-621	105	17	)	)	PUNCT
gssr-621	105	18	.	.	PUNCT
gssr-621	106	1	factors	factor	NOUN
gssr-621	106	2	such	such	ADJ
gssr-621	106	3	as	as	ADP
gssr-621	106	4	temperature	temperature	NOUN
gssr-621	106	5	,	,	PUNCT
gssr-621	106	6	acid	acid	NOUN
gssr-621	106	7	concentration	concentration	NOUN
gssr-621	106	8	,	,	PUNCT
gssr-621	106	9	reaction	reaction	NOUN
gssr-621	106	10	time	time	NOUN
gssr-621	106	11	,	,	PUNCT
gssr-621	106	12	and	and	CCONJ
gssr-621	106	13	solid	solid	ADJ
gssr-621	106	14	-	-	PUNCT
gssr-621	106	15	toliquid	toliquid	NOUN
gssr-621	106	16	ratio	ratio	NOUN
gssr-621	106	17	need	need	VERB
gssr-621	106	18	to	to	PART
gssr-621	106	19	be	be	AUX
gssr-621	106	20	carefully	carefully	ADV
gssr-621	106	21	controlled	control	VERB
gssr-621	106	22	.	.	PUNCT
gssr-621	107	1	elevated	elevated	ADJ
gssr-621	107	2	temperatures	temperature	NOUN
gssr-621	107	3	generally	generally	ADV
gssr-621	107	4	increase	increase	VERB
gssr-621	107	5	reaction	reaction	NOUN
gssr-621	107	6	rates	rate	NOUN
gssr-621	107	7	,	,	PUNCT
gssr-621	107	8	but	but	CCONJ
gssr-621	107	9	excessively	excessively	ADV
gssr-621	107	10	high	high	ADJ
gssr-621	107	11	temperatures	temperature	NOUN
gssr-621	107	12	can	can	AUX
gssr-621	107	13	lead	lead	VERB
gssr-621	107	14	to	to	ADP
gssr-621	107	15	sugar	sugar	NOUN
gssr-621	107	16	degradation	degradation	NOUN
gssr-621	107	17	(	(	PUNCT
gssr-621	107	18	astuti	astuti	ADP
gssr-621	107	19	et	et	PROPN
gssr-621	107	20	al	al	PROPN
gssr-621	107	21	.	.	PROPN
gssr-621	107	22	,	,	PUNCT
gssr-621	107	23	2018	2018	NUM
gssr-621	107	24	)	)	PUNCT
gssr-621	107	25	.	.	PUNCT
gssr-621	108	1	acid	acid	NOUN
gssr-621	108	2	concentration	concentration	NOUN
gssr-621	108	3	influences	influence	VERB
gssr-621	108	4	the	the	DET
gssr-621	108	5	rate	rate	NOUN
gssr-621	108	6	of	of	ADP
gssr-621	108	7	hydrolysis	hydrolysis	NOUN
gssr-621	108	8	,	,	PUNCT
gssr-621	108	9	with	with	ADP
gssr-621	108	10	higher	high	ADJ
gssr-621	108	11	concentrations	concentration	NOUN
gssr-621	108	12	promoting	promote	VERB
gssr-621	108	13	faster	fast	ADJ
gssr-621	108	14	reaction	reaction	NOUN
gssr-621	108	15	rates	rate	NOUN
gssr-621	108	16	.	.	PUNCT
gssr-621	109	1	however	however	ADV
gssr-621	109	2	,	,	PUNCT
gssr-621	109	3	high	high	ADJ
gssr-621	109	4	acid	acid	NOUN
gssr-621	109	5	concentrations	concentration	NOUN
gssr-621	109	6	may	may	AUX
gssr-621	109	7	also	also	ADV
gssr-621	109	8	result	result	VERB
gssr-621	109	9	in	in	ADP
gssr-621	109	10	the	the	DET
gssr-621	109	11	formation	formation	NOUN
gssr-621	109	12	of	of	ADP
gssr-621	109	13	inhibitory	inhibitory	ADJ
gssr-621	109	14	compounds	compound	NOUN
gssr-621	109	15	and	and	CCONJ
gssr-621	109	16	increase	increase	VERB
gssr-621	109	17	the	the	DET
gssr-621	109	18	risk	risk	NOUN
gssr-621	109	19	of	of	ADP
gssr-621	109	20	corrosion	corrosion	NOUN
gssr-621	109	21	.	.	PUNCT
gssr-621	110	1	reaction	reaction	NOUN
gssr-621	110	2	time	time	NOUN
gssr-621	110	3	is	be	AUX
gssr-621	110	4	determined	determine	VERB
gssr-621	110	5	based	base	VERB
gssr-621	110	6	on	on	ADP
gssr-621	110	7	the	the	DET
gssr-621	110	8	kinetics	kinetic	NOUN
gssr-621	110	9	of	of	ADP
gssr-621	110	10	hydrolysis	hydrolysis	NOUN
gssr-621	110	11	,	,	PUNCT
gssr-621	110	12	and	and	CCONJ
gssr-621	110	13	the	the	DET
gssr-621	110	14	solid	solid	ADJ
gssr-621	110	15	-	-	PUNCT
gssr-621	110	16	to	to	ADP
gssr-621	110	17	-	-	PUNCT
gssr-621	110	18	liquid	liquid	ADJ
gssr-621	110	19	ratio	ratio	NOUN
gssr-621	110	20	affects	affect	VERB
gssr-621	110	21	the	the	DET
gssr-621	110	22	accessibility	accessibility	NOUN
gssr-621	110	23	of	of	ADP
gssr-621	110	24	acids	acid	NOUN
gssr-621	110	25	to	to	ADP
gssr-621	110	26	the	the	DET
gssr-621	110	27	biomass	biomass	NOUN
gssr-621	110	28	substrate	substrate	NOUN
gssr-621	110	29	.	.	PUNCT
gssr-621	111	1	during	during	ADP
gssr-621	111	2	acid	acid	NOUN
gssr-621	111	3	hydrolysis	hydrolysis	NOUN
gssr-621	111	4	,	,	PUNCT
gssr-621	111	5	the	the	DET
gssr-621	111	6	acid	acid	NOUN
gssr-621	111	7	catalysts	catalyst	NOUN
gssr-621	111	8	protonate	protonate	VERB
gssr-621	111	9	the	the	DET
gssr-621	111	10	glycosidic	glycosidic	ADJ
gssr-621	111	11	bonds	bond	NOUN
gssr-621	111	12	,	,	PUNCT
gssr-621	111	13	leading	lead	VERB
gssr-621	111	14	to	to	ADP
gssr-621	111	15	their	their	PRON
gssr-621	111	16	cleavage	cleavage	NOUN
gssr-621	111	17	(	(	PUNCT
gssr-621	111	18	nguyen	nguyen	NOUN
gssr-621	111	19	et	et	PROPN
gssr-621	111	20	al	al	PROPN
gssr-621	111	21	.	.	PROPN
gssr-621	111	22	,	,	PUNCT
gssr-621	111	23	2018	2018	NUM
gssr-621	111	24	)	)	PUNCT
gssr-621	111	25	.	.	PUNCT
gssr-621	112	1	the	the	DET
gssr-621	112	2	hydrolysis	hydrolysis	NOUN
gssr-621	112	3	of	of	ADP
gssr-621	112	4	cellulose	cellulose	NOUN
gssr-621	112	5	and	and	CCONJ
gssr-621	112	6	hemicellulose	hemicellulose	NOUN
gssr-621	112	7	follows	follow	VERB
gssr-621	112	8	different	different	ADJ
gssr-621	112	9	reaction	reaction	NOUN
gssr-621	112	10	pathways	pathway	NOUN
gssr-621	112	11	.	.	PUNCT
gssr-621	113	1	cellulose	cellulose	NOUN
gssr-621	113	2	hydrolysis	hydrolysis	NOUN
gssr-621	113	3	involves	involve	VERB
gssr-621	113	4	the	the	DET
gssr-621	113	5	cleavage	cleavage	NOUN
gssr-621	113	6	of	of	ADP
gssr-621	113	7	β-1,4	β-1,4	ADJ
gssr-621	113	8	-	-	ADJ
gssr-621	113	9	glycosidic	glycosidic	ADJ
gssr-621	113	10	bonds	bond	NOUN
gssr-621	113	11	,	,	PUNCT
gssr-621	113	12	resulting	result	VERB
gssr-621	113	13	in	in	ADP
gssr-621	113	14	the	the	DET
gssr-621	113	15	formation	formation	NOUN
gssr-621	113	16	of	of	ADP
gssr-621	113	17	glucose	glucose	NOUN
gssr-621	113	18	monomers	monomer	NOUN
gssr-621	113	19	(	(	PUNCT
gssr-621	113	20	nguyen	nguyen	NOUN
gssr-621	113	21	et	et	PROPN
gssr-621	113	22	al	al	PROPN
gssr-621	113	23	.	.	PROPN
gssr-621	113	24	,	,	PUNCT
gssr-621	113	25	2018	2018	NUM
gssr-621	113	26	;	;	PUNCT
gssr-621	113	27	remesar	remesar	NOUN
gssr-621	113	28	&	&	CCONJ
gssr-621	113	29	alemany	alemany	PROPN
gssr-621	113	30	,	,	PUNCT
gssr-621	113	31	2020	2020	NUM
gssr-621	113	32	)	)	PUNCT
gssr-621	113	33	.	.	PUNCT
gssr-621	114	1	hemicellulose	hemicellulose	NOUN
gssr-621	114	2	,	,	PUNCT
gssr-621	114	3	composed	compose	VERB
gssr-621	114	4	of	of	ADP
gssr-621	114	5	various	various	ADJ
gssr-621	114	6	sugar	sugar	NOUN
gssr-621	114	7	monomers	monomer	NOUN
gssr-621	114	8	,	,	PUNCT
gssr-621	114	9	undergoes	undergo	VERB
gssr-621	114	10	acid	acid	NOUN
gssr-621	114	11	-	-	PUNCT
gssr-621	114	12	catalyzed	catalyze	VERB
gssr-621	114	13	hydrolysis	hydrolysis	NOUN
gssr-621	114	14	to	to	PART
gssr-621	114	15	produce	produce	VERB
gssr-621	114	16	a	a	DET
gssr-621	114	17	mixture	mixture	NOUN
gssr-621	114	18	of	of	ADP
gssr-621	114	19	different	different	ADJ
gssr-621	114	20	sugars	sugar	NOUN
gssr-621	114	21	.	.	PUNCT
gssr-621	115	1	however	however	ADV
gssr-621	115	2	,	,	PUNCT
gssr-621	115	3	acid	acid	NOUN
gssr-621	115	4	hydrolysis	hydrolysis	NOUN
gssr-621	115	5	is	be	AUX
gssr-621	115	6	more	more	ADV
gssr-621	115	7	challenging	challenging	ADJ
gssr-621	115	8	for	for	ADP
gssr-621	115	9	lignin	lignin	NOUN
gssr-621	115	10	,	,	PUNCT
gssr-621	115	11	a	a	DET
gssr-621	115	12	complex	complex	ADJ
gssr-621	115	13	and	and	CCONJ
gssr-621	115	14	highly	highly	ADV
gssr-621	115	15	resistant	resistant	ADJ
gssr-621	115	16	polymer	polymer	NOUN
gssr-621	115	17	,	,	PUNCT
gssr-621	115	18	which	which	PRON
gssr-621	115	19	typically	typically	ADV
gssr-621	115	20	undergoes	undergo	VERB
gssr-621	115	21	minimal	minimal	ADJ
gssr-621	115	22	degradation	degradation	NOUN
gssr-621	115	23	during	during	ADP
gssr-621	115	24	acid	acid	ADJ
gssr-621	115	25	hydrolysis	hydrolysis	NOUN
gssr-621	115	26	(	(	PUNCT
gssr-621	115	27	zhang	zhang	PROPN
gssr-621	115	28	et	et	PROPN
gssr-621	115	29	al	al	PROPN
gssr-621	115	30	.	.	PROPN
gssr-621	115	31	,	,	PUNCT
gssr-621	115	32	2023	2023	NUM
gssr-621	115	33	)	)	PUNCT
gssr-621	115	34	.	.	PUNCT
gssr-621	116	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	116	2	global	global	ADJ
gssr-621	116	3	sustainability	sustainability	NOUN
gssr-621	116	4	research	research	NOUN
gssr-621	116	5	global	global	ADJ
gssr-621	116	6	scientific	scientific	ADJ
gssr-621	116	7	research	research	NOUN
gssr-621	116	8	82	82	NUM
gssr-621	116	9	despite	despite	SCONJ
gssr-621	116	10	its	its	PRON
gssr-621	116	11	advantages	advantage	NOUN
gssr-621	116	12	,	,	PUNCT
gssr-621	116	13	acid	acid	NOUN
gssr-621	116	14	hydrolysis	hydrolysis	NOUN
gssr-621	116	15	also	also	ADV
gssr-621	116	16	presents	present	VERB
gssr-621	116	17	certain	certain	ADJ
gssr-621	116	18	challenges	challenge	NOUN
gssr-621	116	19	(	(	PUNCT
gssr-621	116	20	damayanti	damayanti	NOUN
gssr-621	116	21	et	et	PROPN
gssr-621	116	22	al	al	PROPN
gssr-621	116	23	.	.	PROPN
gssr-621	116	24	,	,	PUNCT
gssr-621	116	25	2021	2021	NUM
gssr-621	116	26	;	;	PUNCT
gssr-621	116	27	swiatek	swiatek	NOUN
gssr-621	116	28	et	et	PROPN
gssr-621	116	29	al	al	PROPN
gssr-621	116	30	.	.	PROPN
gssr-621	116	31	,	,	PUNCT
gssr-621	116	32	2020	2020	NUM
gssr-621	116	33	):	):	PUNCT
gssr-621	116	34	i.	i.	NOUN
gssr-621	116	35	corrosion	corrosion	PROPN
gssr-621	116	36	and	and	CCONJ
gssr-621	116	37	safety	safety	NOUN
gssr-621	116	38	:	:	PUNCT
gssr-621	116	39	strong	strong	ADJ
gssr-621	116	40	acids	acid	NOUN
gssr-621	116	41	like	like	ADP
gssr-621	116	42	sulfuric	sulfuric	NOUN
gssr-621	116	43	acid	acid	NOUN
gssr-621	116	44	can	can	AUX
gssr-621	116	45	be	be	AUX
gssr-621	116	46	corrosive	corrosive	ADJ
gssr-621	116	47	and	and	CCONJ
gssr-621	116	48	require	require	VERB
gssr-621	116	49	proper	proper	ADJ
gssr-621	116	50	handling	handling	NOUN
gssr-621	116	51	and	and	CCONJ
gssr-621	116	52	safety	safety	NOUN
gssr-621	116	53	precautions	precaution	NOUN
gssr-621	116	54	.	.	PUNCT
gssr-621	117	1	the	the	DET
gssr-621	117	2	selection	selection	NOUN
gssr-621	117	3	of	of	ADP
gssr-621	117	4	appropriate	appropriate	ADJ
gssr-621	117	5	equipment	equipment	NOUN
gssr-621	117	6	and	and	CCONJ
gssr-621	117	7	materials	material	NOUN
gssr-621	117	8	is	be	AUX
gssr-621	117	9	essential	essential	ADJ
gssr-621	117	10	to	to	PART
gssr-621	117	11	withstand	withstand	VERB
gssr-621	117	12	the	the	DET
gssr-621	117	13	corrosive	corrosive	ADJ
gssr-621	117	14	nature	nature	NOUN
gssr-621	117	15	of	of	ADP
gssr-621	117	16	acids	acid	NOUN
gssr-621	117	17	.	.	PUNCT
gssr-621	118	1	ii	ii	PROPN
gssr-621	118	2	.	.	PUNCT
gssr-621	118	3	sugar	sugar	PROPN
gssr-621	118	4	degradation	degradation	NOUN
gssr-621	118	5	:	:	PUNCT
gssr-621	118	6	the	the	DET
gssr-621	118	7	hydrolysis	hydrolysis	NOUN
gssr-621	118	8	process	process	NOUN
gssr-621	118	9	,	,	PUNCT
gssr-621	118	10	especially	especially	ADV
gssr-621	118	11	at	at	ADP
gssr-621	118	12	high	high	ADJ
gssr-621	118	13	temperatures	temperature	NOUN
gssr-621	118	14	and	and	CCONJ
gssr-621	118	15	acid	acid	NOUN
gssr-621	118	16	concentrations	concentration	NOUN
gssr-621	118	17	,	,	PUNCT
gssr-621	118	18	can	can	AUX
gssr-621	118	19	lead	lead	VERB
gssr-621	118	20	to	to	ADP
gssr-621	118	21	the	the	DET
gssr-621	118	22	degradation	degradation	NOUN
gssr-621	118	23	of	of	ADP
gssr-621	118	24	sugars	sugar	NOUN
gssr-621	118	25	into	into	ADP
gssr-621	118	26	unwanted	unwanted	ADJ
gssr-621	118	27	byproducts	byproduct	NOUN
gssr-621	118	28	,	,	PUNCT
gssr-621	118	29	such	such	ADJ
gssr-621	118	30	as	as	ADP
gssr-621	118	31	furans	furan	NOUN
gssr-621	118	32	and	and	CCONJ
gssr-621	118	33	organic	organic	ADJ
gssr-621	118	34	acids	acid	NOUN
gssr-621	118	35	.	.	PUNCT
gssr-621	119	1	this	this	DET
gssr-621	119	2	degradation	degradation	NOUN
gssr-621	119	3	reduces	reduce	VERB
gssr-621	119	4	the	the	DET
gssr-621	119	5	overall	overall	ADJ
gssr-621	119	6	yield	yield	NOUN
gssr-621	119	7	of	of	ADP
gssr-621	119	8	desired	desire	VERB
gssr-621	119	9	glucose	glucose	NOUN
gssr-621	119	10	and	and	CCONJ
gssr-621	119	11	can	can	AUX
gssr-621	119	12	interfere	interfere	VERB
gssr-621	119	13	with	with	ADP
gssr-621	119	14	downstream	downstream	ADJ
gssr-621	119	15	processes	process	NOUN
gssr-621	119	16	.	.	PUNCT
gssr-621	120	1	iii	iii	X
gssr-621	120	2	.	.	PUNCT
gssr-621	120	3	inhibitor	inhibitor	NOUN
gssr-621	120	4	formation	formation	NOUN
gssr-621	120	5	:	:	PUNCT
gssr-621	120	6	acid	acid	NOUN
gssr-621	120	7	hydrolysis	hydrolysis	NOUN
gssr-621	120	8	can	can	AUX
gssr-621	120	9	generate	generate	VERB
gssr-621	120	10	inhibitory	inhibitory	ADJ
gssr-621	120	11	compounds	compound	NOUN
gssr-621	120	12	,	,	PUNCT
gssr-621	120	13	including	include	VERB
gssr-621	120	14	furfural	furfural	ADJ
gssr-621	120	15	,	,	PUNCT
gssr-621	120	16	5hydroxymethylfurfural	5hydroxymethylfurfural	PROPN
gssr-621	120	17	(	(	PUNCT
gssr-621	120	18	hmf	hmf	PROPN
gssr-621	120	19	)	)	PUNCT
gssr-621	120	20	,	,	PUNCT
gssr-621	120	21	and	and	CCONJ
gssr-621	120	22	organic	organic	ADJ
gssr-621	120	23	acids	acid	NOUN
gssr-621	120	24	,	,	PUNCT
gssr-621	120	25	which	which	PRON
gssr-621	120	26	can	can	AUX
gssr-621	120	27	affect	affect	VERB
gssr-621	120	28	subsequent	subsequent	ADJ
gssr-621	120	29	enzymatic	enzymatic	ADJ
gssr-621	120	30	or	or	CCONJ
gssr-621	120	31	microbial	microbial	ADJ
gssr-621	120	32	conversion	conversion	NOUN
gssr-621	120	33	processes	process	NOUN
gssr-621	120	34	(	(	PUNCT
gssr-621	120	35	katarzyna	katarzyna	PROPN
gssr-621	120	36	et	et	PROPN
gssr-621	120	37	al	al	PROPN
gssr-621	120	38	.	.	PROPN
gssr-621	120	39	,	,	PUNCT
gssr-621	120	40	2020	2020	NUM
gssr-621	120	41	;	;	PUNCT
gssr-621	120	42	muhammad	muhammad	PROPN
gssr-621	120	43	et	et	PROPN
gssr-621	120	44	al	al	PROPN
gssr-621	120	45	.	.	PROPN
gssr-621	120	46	,	,	PUNCT
gssr-621	120	47	2022	2022	NUM
gssr-621	120	48	;	;	PUNCT
gssr-621	120	49	sant	sant	PROPN
gssr-621	120	50	et	et	PROPN
gssr-621	120	51	al	al	PROPN
gssr-621	120	52	.	.	PROPN
gssr-621	120	53	,	,	PUNCT
gssr-621	120	54	2021	2021	NUM
gssr-621	120	55	;	;	PUNCT
gssr-621	120	56	swiatek	swiatek	NOUN
gssr-621	120	57	et	et	PROPN
gssr-621	120	58	al	al	PROPN
gssr-621	120	59	.	.	PROPN
gssr-621	120	60	,	,	PUNCT
gssr-621	120	61	2020	2020	NUM
gssr-621	120	62	)	)	PUNCT
gssr-621	120	63	.	.	PUNCT
gssr-621	121	1	detoxification	detoxification	NOUN
gssr-621	121	2	methods	method	NOUN
gssr-621	121	3	,	,	PUNCT
gssr-621	121	4	such	such	ADJ
gssr-621	121	5	as	as	ADP
gssr-621	121	6	neutralization	neutralization	NOUN
gssr-621	121	7	,	,	PUNCT
gssr-621	121	8	washing	washing	NOUN
gssr-621	121	9	,	,	PUNCT
gssr-621	121	10	or	or	CCONJ
gssr-621	121	11	adsorption	adsorption	NOUN
gssr-621	121	12	,	,	PUNCT
gssr-621	121	13	may	may	AUX
gssr-621	121	14	be	be	AUX
gssr-621	121	15	required	require	VERB
gssr-621	121	16	to	to	PART
gssr-621	121	17	minimize	minimize	VERB
gssr-621	121	18	the	the	DET
gssr-621	121	19	impact	impact	NOUN
gssr-621	121	20	of	of	ADP
gssr-621	121	21	inhibitors	inhibitor	NOUN
gssr-621	121	22	.	.	PUNCT
gssr-621	122	1	iv	iv	X
gssr-621	122	2	.	.	PUNCT
gssr-621	122	3	acid	acid	NOUN
gssr-621	122	4	recovery	recovery	NOUN
gssr-621	122	5	and	and	CCONJ
gssr-621	122	6	neutralization	neutralization	NOUN
gssr-621	122	7	:	:	PUNCT
gssr-621	122	8	after	after	ADP
gssr-621	122	9	hydrolysis	hydrolysis	NOUN
gssr-621	122	10	,	,	PUNCT
gssr-621	122	11	the	the	DET
gssr-621	122	12	acid	acid	NOUN
gssr-621	122	13	needs	need	VERB
gssr-621	122	14	to	to	PART
gssr-621	122	15	be	be	AUX
gssr-621	122	16	separated	separate	VERB
gssr-621	122	17	from	from	ADP
gssr-621	122	18	the	the	DET
gssr-621	122	19	hydrolysate	hydrolysate	NOUN
gssr-621	122	20	for	for	ADP
gssr-621	122	21	reuse	reuse	NOUN
gssr-621	122	22	or	or	CCONJ
gssr-621	122	23	neutralization	neutralization	NOUN
gssr-621	122	24	.	.	PUNCT
gssr-621	123	1	acid	acid	NOUN
gssr-621	123	2	recovery	recovery	NOUN
gssr-621	123	3	and	and	CCONJ
gssr-621	123	4	neutralization	neutralization	NOUN
gssr-621	123	5	methods	method	NOUN
gssr-621	123	6	are	be	AUX
gssr-621	123	7	important	important	ADJ
gssr-621	123	8	for	for	ADP
gssr-621	123	9	cost	cost	NOUN
gssr-621	123	10	-	-	PUNCT
gssr-621	123	11	effectiveness	effectiveness	NOUN
gssr-621	123	12	,	,	PUNCT
gssr-621	123	13	environmental	environmental	ADJ
gssr-621	123	14	considerations	consideration	NOUN
gssr-621	123	15	,	,	PUNCT
gssr-621	123	16	and	and	CCONJ
gssr-621	123	17	the	the	DET
gssr-621	123	18	overall	overall	ADJ
gssr-621	123	19	sustainability	sustainability	NOUN
gssr-621	123	20	of	of	ADP
gssr-621	123	21	the	the	DET
gssr-621	123	22	process	process	NOUN
gssr-621	123	23	.	.	PUNCT
gssr-621	124	1	despite	despite	SCONJ
gssr-621	124	2	the	the	DET
gssr-621	124	3	challenges	challenge	NOUN
gssr-621	124	4	,	,	PUNCT
gssr-621	124	5	acid	acid	NOUN
gssr-621	124	6	hydrolysis	hydrolysis	NOUN
gssr-621	124	7	remains	remain	VERB
gssr-621	124	8	an	an	DET
gssr-621	124	9	important	important	ADJ
gssr-621	124	10	method	method	NOUN
gssr-621	124	11	for	for	ADP
gssr-621	124	12	biomass	biomass	NOUN
gssr-621	124	13	conversion	conversion	NOUN
gssr-621	124	14	due	due	ADP
gssr-621	124	15	to	to	ADP
gssr-621	124	16	its	its	PRON
gssr-621	124	17	versatility	versatility	NOUN
gssr-621	124	18	and	and	CCONJ
gssr-621	124	19	ability	ability	NOUN
gssr-621	124	20	to	to	PART
gssr-621	124	21	handle	handle	VERB
gssr-621	124	22	a	a	DET
gssr-621	124	23	wide	wide	ADJ
gssr-621	124	24	range	range	NOUN
gssr-621	124	25	of	of	ADP
gssr-621	124	26	feedstocks	feedstock	NOUN
gssr-621	124	27	.	.	PUNCT
gssr-621	125	1	it	it	PRON
gssr-621	125	2	offers	offer	VERB
gssr-621	125	3	advantages	advantage	NOUN
gssr-621	125	4	such	such	ADJ
gssr-621	125	5	as	as	ADP
gssr-621	125	6	faster	fast	ADJ
gssr-621	125	7	reaction	reaction	NOUN
gssr-621	125	8	rates	rate	NOUN
gssr-621	125	9	,	,	PUNCT
gssr-621	125	10	scalability	scalability	NOUN
gssr-621	125	11	,	,	PUNCT
gssr-621	125	12	and	and	CCONJ
gssr-621	125	13	the	the	DET
gssr-621	125	14	potential	potential	NOUN
gssr-621	125	15	to	to	PART
gssr-621	125	16	utilize	utilize	VERB
gssr-621	125	17	various	various	ADJ
gssr-621	125	18	biomass	biomass	NOUN
gssr-621	125	19	sources	source	NOUN
gssr-621	125	20	.	.	PUNCT
gssr-621	126	1	researchers	researcher	NOUN
gssr-621	126	2	continue	continue	VERB
gssr-621	126	3	to	to	PART
gssr-621	126	4	explore	explore	VERB
gssr-621	126	5	process	process	NOUN
gssr-621	126	6	optimization	optimization	NOUN
gssr-621	126	7	strategies	strategy	NOUN
gssr-621	126	8	to	to	PART
gssr-621	126	9	improve	improve	VERB
gssr-621	126	10	acid	acid	NOUN
gssr-621	126	11	hydrolysis	hydrolysis	NOUN
gssr-621	126	12	efficiency	efficiency	NOUN
gssr-621	126	13	,	,	PUNCT
gssr-621	126	14	minimize	minimize	VERB
gssr-621	126	15	sugar	sugar	NOUN
gssr-621	126	16	degradation	degradation	NOUN
gssr-621	126	17	,	,	PUNCT
gssr-621	126	18	and	and	CCONJ
gssr-621	126	19	reduce	reduce	VERB
gssr-621	126	20	the	the	DET
gssr-621	126	21	formation	formation	NOUN
gssr-621	126	22	of	of	ADP
gssr-621	126	23	inhibitory	inhibitory	ADJ
gssr-621	126	24	compounds	compound	NOUN
gssr-621	126	25	.	.	PUNCT
gssr-621	127	1	to	to	PART
gssr-621	127	2	address	address	VERB
gssr-621	127	3	some	some	PRON
gssr-621	127	4	of	of	ADP
gssr-621	127	5	the	the	DET
gssr-621	127	6	challenges	challenge	NOUN
gssr-621	127	7	associated	associate	VERB
gssr-621	127	8	with	with	ADP
gssr-621	127	9	acid	acid	NOUN
gssr-621	127	10	hydrolysis	hydrolysis	NOUN
gssr-621	127	11	,	,	PUNCT
gssr-621	127	12	several	several	ADJ
gssr-621	127	13	advancements	advancement	NOUN
gssr-621	127	14	have	have	AUX
gssr-621	127	15	been	be	AUX
gssr-621	127	16	made	make	VERB
gssr-621	127	17	.	.	PUNCT
gssr-621	128	1	for	for	ADP
gssr-621	128	2	instance	instance	NOUN
gssr-621	128	3	,	,	PUNCT
gssr-621	128	4	the	the	DET
gssr-621	128	5	use	use	NOUN
gssr-621	128	6	of	of	ADP
gssr-621	128	7	milder	mild	ADJ
gssr-621	128	8	acids	acid	NOUN
gssr-621	128	9	or	or	CCONJ
gssr-621	128	10	catalysts	catalyst	NOUN
gssr-621	128	11	,	,	PUNCT
gssr-621	128	12	such	such	ADJ
gssr-621	128	13	as	as	ADP
gssr-621	128	14	organic	organic	ADJ
gssr-621	128	15	acids	acid	NOUN
gssr-621	128	16	or	or	CCONJ
gssr-621	128	17	solid	solid	ADJ
gssr-621	128	18	acid	acid	NOUN
gssr-621	128	19	catalysts	catalyst	NOUN
gssr-621	128	20	,	,	PUNCT
gssr-621	128	21	has	have	AUX
gssr-621	128	22	been	be	AUX
gssr-621	128	23	explored	explore	VERB
gssr-621	128	24	to	to	PART
gssr-621	128	25	mitigate	mitigate	VERB
gssr-621	128	26	corrosion	corrosion	NOUN
gssr-621	128	27	and	and	CCONJ
gssr-621	128	28	improve	improve	VERB
gssr-621	128	29	the	the	DET
gssr-621	128	30	selectivity	selectivity	NOUN
gssr-621	128	31	of	of	ADP
gssr-621	128	32	hydrolysis	hydrolysis	NOUN
gssr-621	128	33	.	.	PUNCT
gssr-621	129	1	additionally	additionally	ADV
gssr-621	129	2	,	,	PUNCT
gssr-621	129	3	the	the	DET
gssr-621	129	4	integration	integration	NOUN
gssr-621	129	5	of	of	ADP
gssr-621	129	6	acid	acid	ADJ
gssr-621	129	7	hydrolysis	hydrolysis	NOUN
gssr-621	129	8	with	with	ADP
gssr-621	129	9	other	other	ADJ
gssr-621	129	10	pretreatment	pretreatment	NOUN
gssr-621	129	11	techniques	technique	NOUN
gssr-621	129	12	,	,	PUNCT
gssr-621	129	13	such	such	ADJ
gssr-621	129	14	as	as	ADP
gssr-621	129	15	steam	steam	NOUN
gssr-621	129	16	explosion	explosion	NOUN
gssr-621	129	17	or	or	CCONJ
gssr-621	129	18	liquid	liquid	ADJ
gssr-621	129	19	hot	hot	ADJ
gssr-621	129	20	water	water	NOUN
gssr-621	129	21	treatment	treatment	NOUN
gssr-621	129	22	,	,	PUNCT
gssr-621	129	23	has	have	AUX
gssr-621	129	24	shown	show	VERB
gssr-621	129	25	promise	promise	NOUN
gssr-621	129	26	in	in	ADP
gssr-621	129	27	enhancing	enhance	VERB
gssr-621	129	28	hydrolysis	hydrolysis	NOUN
gssr-621	129	29	efficiency	efficiency	NOUN
gssr-621	129	30	and	and	CCONJ
gssr-621	129	31	reducing	reduce	VERB
gssr-621	129	32	inhibitor	inhibitor	NOUN
gssr-621	129	33	formation	formation	NOUN
gssr-621	129	34	(	(	PUNCT
gssr-621	129	35	fu	fu	NOUN
gssr-621	129	36	et	et	PROPN
gssr-621	129	37	al	al	PROPN
gssr-621	129	38	.	.	PROPN
gssr-621	129	39	,	,	PUNCT
gssr-621	129	40	2018	2018	NUM
gssr-621	129	41	;	;	PUNCT
gssr-621	129	42	li	li	PROPN
gssr-621	129	43	et	et	PROPN
gssr-621	129	44	al	al	PROPN
gssr-621	129	45	.	.	PROPN
gssr-621	129	46	,	,	PUNCT
gssr-621	129	47	2019	2019	NUM
gssr-621	129	48	)	)	PUNCT
gssr-621	129	49	.	.	PUNCT
gssr-621	130	1	fermentation	fermentation	NOUN
gssr-621	130	2	of	of	ADP
gssr-621	130	3	sugars	sugar	NOUN
gssr-621	130	4	for	for	ADP
gssr-621	130	5	glucose	glucose	NOUN
gssr-621	130	6	production	production	NOUN
gssr-621	130	7	fermentation	fermentation	NOUN
gssr-621	130	8	is	be	AUX
gssr-621	130	9	a	a	DET
gssr-621	130	10	biological	biological	ADJ
gssr-621	130	11	process	process	NOUN
gssr-621	130	12	in	in	ADP
gssr-621	130	13	which	which	PRON
gssr-621	130	14	microorganisms	microorganism	NOUN
gssr-621	130	15	,	,	PUNCT
gssr-621	130	16	such	such	ADJ
gssr-621	130	17	as	as	ADP
gssr-621	130	18	yeasts	yeast	NOUN
gssr-621	130	19	or	or	CCONJ
gssr-621	130	20	bacteria	bacteria	NOUN
gssr-621	130	21	,	,	PUNCT
gssr-621	130	22	convert	convert	VERB
gssr-621	130	23	sugars	sugar	NOUN
gssr-621	130	24	into	into	ADP
gssr-621	130	25	various	various	ADJ
gssr-621	130	26	products	product	NOUN
gssr-621	130	27	,	,	PUNCT
gssr-621	130	28	including	include	VERB
gssr-621	130	29	ethanol	ethanol	NOUN
gssr-621	130	30	,	,	PUNCT
gssr-621	130	31	organic	organic	ADJ
gssr-621	130	32	acids	acid	NOUN
gssr-621	130	33	,	,	PUNCT
gssr-621	130	34	and	and	CCONJ
gssr-621	130	35	gases	gas	NOUN
gssr-621	130	36	.	.	PUNCT
gssr-621	131	1	the	the	DET
gssr-621	131	2	fermentation	fermentation	NOUN
gssr-621	131	3	of	of	ADP
gssr-621	131	4	sugars	sugar	NOUN
gssr-621	131	5	plays	play	VERB
gssr-621	131	6	a	a	DET
gssr-621	131	7	significant	significant	ADJ
gssr-621	131	8	role	role	NOUN
gssr-621	131	9	in	in	ADP
gssr-621	131	10	glucose	glucose	NOUN
gssr-621	131	11	production	production	NOUN
gssr-621	131	12	,	,	PUNCT
gssr-621	131	13	as	as	SCONJ
gssr-621	131	14	it	it	PRON
gssr-621	131	15	provides	provide	VERB
gssr-621	131	16	an	an	DET
gssr-621	131	17	alternative	alternative	ADJ
gssr-621	131	18	route	route	NOUN
gssr-621	131	19	for	for	ADP
gssr-621	131	20	converting	convert	VERB
gssr-621	131	21	sugars	sugar	NOUN
gssr-621	131	22	derived	derive	VERB
gssr-621	131	23	from	from	ADP
gssr-621	131	24	biomass	biomass	NOUN
gssr-621	131	25	or	or	CCONJ
gssr-621	131	26	other	other	ADJ
gssr-621	131	27	feedstocks	feedstock	NOUN
gssr-621	131	28	into	into	ADP
gssr-621	131	29	glucose	glucose	NOUN
gssr-621	131	30	(	(	PUNCT
gssr-621	131	31	damayanti	damayanti	PROPN
gssr-621	131	32	et	et	PROPN
gssr-621	131	33	al	al	PROPN
gssr-621	131	34	.	.	PROPN
gssr-621	131	35	,	,	PUNCT
gssr-621	131	36	2021	2021	NUM
gssr-621	131	37	)	)	PUNCT
gssr-621	131	38	.	.	PUNCT
gssr-621	132	1	various	various	ADJ
gssr-621	132	2	microorganisms	microorganism	NOUN
gssr-621	132	3	are	be	AUX
gssr-621	132	4	employed	employ	VERB
gssr-621	132	5	in	in	ADP
gssr-621	132	6	fermentation	fermentation	NOUN
gssr-621	132	7	processes	process	NOUN
gssr-621	132	8	to	to	PART
gssr-621	132	9	convert	convert	VERB
gssr-621	132	10	sugars	sugar	NOUN
gssr-621	132	11	to	to	ADP
gssr-621	132	12	glucose	glucose	VERB
gssr-621	132	13	.	.	PUNCT
gssr-621	133	1	yeasts	yeast	NOUN
gssr-621	133	2	,	,	PUNCT
gssr-621	133	3	such	such	ADJ
gssr-621	133	4	as	as	ADP
gssr-621	133	5	saccharomyces	saccharomyce	NOUN
gssr-621	133	6	cerevisiae	cerevisiae	NOUN
gssr-621	133	7	,	,	PUNCT
gssr-621	133	8	are	be	AUX
gssr-621	133	9	commonly	commonly	ADV
gssr-621	133	10	used	use	VERB
gssr-621	133	11	for	for	ADP
gssr-621	133	12	ethanol	ethanol	NOUN
gssr-621	133	13	production	production	NOUN
gssr-621	133	14	(	(	PUNCT
gssr-621	133	15	halka	halka	PROPN
gssr-621	133	16	et	et	PROPN
gssr-621	133	17	al	al	PROPN
gssr-621	133	18	.	.	PROPN
gssr-621	133	19	,	,	PUNCT
gssr-621	133	20	2018	2018	NUM
gssr-621	133	21	)	)	PUNCT
gssr-621	133	22	.	.	PUNCT
gssr-621	134	1	they	they	PRON
gssr-621	134	2	possess	possess	VERB
gssr-621	134	3	the	the	DET
gssr-621	134	4	ability	ability	NOUN
gssr-621	134	5	to	to	PART
gssr-621	134	6	metabolize	metabolize	VERB
gssr-621	134	7	glucose	glucose	NOUN
gssr-621	134	8	through	through	ADP
gssr-621	134	9	the	the	DET
gssr-621	134	10	glycolysis	glycolysis	NOUN
gssr-621	134	11	pathway	pathway	NOUN
gssr-621	134	12	,	,	PUNCT
gssr-621	134	13	producing	produce	VERB
gssr-621	134	14	ethanol	ethanol	NOUN
gssr-621	134	15	as	as	ADP
gssr-621	134	16	the	the	DET
gssr-621	134	17	primary	primary	ADJ
gssr-621	134	18	end	end	NOUN
gssr-621	134	19	product	product	NOUN
gssr-621	134	20	.	.	PUNCT
gssr-621	135	1	other	other	ADJ
gssr-621	135	2	microorganisms	microorganism	NOUN
gssr-621	135	3	,	,	PUNCT
gssr-621	135	4	such	such	ADJ
gssr-621	135	5	as	as	ADP
gssr-621	135	6	lactic	lactic	ADJ
gssr-621	135	7	acid	acid	NOUN
gssr-621	135	8	bacteria	bacteria	NOUN
gssr-621	135	9	or	or	CCONJ
gssr-621	135	10	certain	certain	ADJ
gssr-621	135	11	species	specie	NOUN
gssr-621	135	12	of	of	ADP
gssr-621	135	13	escherichia	escherichia	NOUN
gssr-621	135	14	coli	coli	NOUN
gssr-621	135	15	,	,	PUNCT
gssr-621	135	16	can	can	AUX
gssr-621	135	17	ferment	ferment	VERB
gssr-621	135	18	sugars	sugar	NOUN
gssr-621	135	19	to	to	PART
gssr-621	135	20	produce	produce	VERB
gssr-621	135	21	organic	organic	ADJ
gssr-621	135	22	acids	acid	NOUN
gssr-621	135	23	like	like	ADP
gssr-621	135	24	lactic	lactic	ADJ
gssr-621	135	25	acid	acid	NOUN
gssr-621	135	26	or	or	CCONJ
gssr-621	135	27	acetic	acetic	ADJ
gssr-621	135	28	acid	acid	NOUN
gssr-621	135	29	(	(	PUNCT
gssr-621	135	30	gunkova	gunkova	NOUN
gssr-621	135	31	et	et	PROPN
gssr-621	135	32	al	al	PROPN
gssr-621	135	33	.	.	PROPN
gssr-621	135	34	,	,	PUNCT
gssr-621	135	35	2021	2021	NUM
gssr-621	135	36	)	)	PUNCT
gssr-621	135	37	.	.	PUNCT
gssr-621	136	1	the	the	DET
gssr-621	136	2	selection	selection	NOUN
gssr-621	136	3	of	of	ADP
gssr-621	136	4	microorganisms	microorganism	NOUN
gssr-621	136	5	depends	depend	VERB
gssr-621	136	6	on	on	ADP
gssr-621	136	7	the	the	DET
gssr-621	136	8	desired	desire	VERB
gssr-621	136	9	end	end	NOUN
gssr-621	136	10	product	product	NOUN
gssr-621	136	11	and	and	CCONJ
gssr-621	136	12	the	the	DET
gssr-621	136	13	specific	specific	ADJ
gssr-621	136	14	requirements	requirement	NOUN
gssr-621	136	15	of	of	ADP
gssr-621	136	16	the	the	DET
gssr-621	136	17	fermentation	fermentation	NOUN
gssr-621	136	18	process	process	NOUN
gssr-621	136	19	(	(	PUNCT
gssr-621	136	20	behera	behera	NOUN
gssr-621	136	21	et	et	PROPN
gssr-621	136	22	al	al	PROPN
gssr-621	136	23	.	.	PROPN
gssr-621	136	24	,	,	PUNCT
gssr-621	136	25	2019	2019	NUM
gssr-621	136	26	)	)	PUNCT
gssr-621	136	27	.	.	PUNCT
gssr-621	137	1	the	the	DET
gssr-621	137	2	fermentation	fermentation	NOUN
gssr-621	137	3	of	of	ADP
gssr-621	137	4	sugars	sugar	NOUN
gssr-621	137	5	involves	involve	VERB
gssr-621	137	6	several	several	ADJ
gssr-621	137	7	stages	stage	NOUN
gssr-621	137	8	,	,	PUNCT
gssr-621	137	9	including	include	VERB
gssr-621	137	10	sugar	sugar	NOUN
gssr-621	137	11	preparation	preparation	NOUN
gssr-621	137	12	,	,	PUNCT
gssr-621	137	13	inoculum	inoculum	NOUN
gssr-621	137	14	development	development	NOUN
gssr-621	137	15	,	,	PUNCT
gssr-621	137	16	fermentation	fermentation	NOUN
gssr-621	137	17	,	,	PUNCT
gssr-621	137	18	and	and	CCONJ
gssr-621	137	19	product	product	NOUN
gssr-621	137	20	recovery	recovery	NOUN
gssr-621	137	21	(	(	PUNCT
gssr-621	137	22	damayanti	damayanti	NOUN
gssr-621	137	23	et	et	PROPN
gssr-621	137	24	al	al	PROPN
gssr-621	137	25	.	.	PROPN
gssr-621	137	26	,	,	PUNCT
gssr-621	137	27	2021	2021	NUM
gssr-621	137	28	)	)	PUNCT
gssr-621	137	29	.	.	PUNCT
gssr-621	138	1	the	the	DET
gssr-621	138	2	sugar	sugar	NOUN
gssr-621	138	3	source	source	NOUN
gssr-621	138	4	,	,	PUNCT
gssr-621	138	5	such	such	ADJ
gssr-621	138	6	as	as	ADP
gssr-621	138	7	glucose	glucose	NOUN
gssr-621	138	8	,	,	PUNCT
gssr-621	138	9	fructose	fructose	NOUN
gssr-621	138	10	,	,	PUNCT
gssr-621	138	11	or	or	CCONJ
gssr-621	138	12	sucrose	sucrose	NOUN
gssr-621	138	13	,	,	PUNCT
gssr-621	138	14	is	be	AUX
gssr-621	138	15	prepared	prepare	VERB
gssr-621	138	16	by	by	ADP
gssr-621	138	17	hydrolysis	hydrolysis	NOUN
gssr-621	138	18	of	of	ADP
gssr-621	138	19	biomass	biomass	NOUN
gssr-621	138	20	or	or	CCONJ
gssr-621	138	21	through	through	ADP
gssr-621	138	22	other	other	ADJ
gssr-621	138	23	pretreatment	pretreatment	NOUN
gssr-621	138	24	methods	method	NOUN
gssr-621	138	25	(	(	PUNCT
gssr-621	138	26	kiš	kiš	ADV
gssr-621	138	27	et	et	PROPN
gssr-621	138	28	al	al	PROPN
gssr-621	138	29	.	.	PROPN
gssr-621	138	30	,	,	PUNCT
gssr-621	138	31	2019	2019	NUM
gssr-621	138	32	)	)	PUNCT
gssr-621	138	33	.	.	PUNCT
gssr-621	139	1	the	the	DET
gssr-621	139	2	microorganisms	microorganism	NOUN
gssr-621	139	3	are	be	AUX
gssr-621	139	4	then	then	ADV
gssr-621	139	5	introduced	introduce	VERB
gssr-621	139	6	into	into	ADP
gssr-621	139	7	the	the	DET
gssr-621	139	8	fermentation	fermentation	NOUN
gssr-621	139	9	medium	medium	NOUN
gssr-621	139	10	,	,	PUNCT
gssr-621	139	11	which	which	PRON
gssr-621	139	12	provides	provide	VERB
gssr-621	139	13	the	the	DET
gssr-621	139	14	necessary	necessary	ADJ
gssr-621	139	15	nutrients	nutrient	NOUN
gssr-621	139	16	and	and	CCONJ
gssr-621	139	17	environmental	environmental	ADJ
gssr-621	139	18	conditions	condition	NOUN
gssr-621	139	19	for	for	ADP
gssr-621	139	20	their	their	PRON
gssr-621	139	21	growth	growth	NOUN
gssr-621	139	22	and	and	CCONJ
gssr-621	139	23	metabolism	metabolism	NOUN
gssr-621	139	24	.	.	PUNCT
gssr-621	140	1	the	the	DET
gssr-621	140	2	fermentation	fermentation	NOUN
gssr-621	140	3	process	process	NOUN
gssr-621	140	4	is	be	AUX
gssr-621	140	5	carried	carry	VERB
gssr-621	140	6	out	out	ADP
gssr-621	140	7	under	under	ADP
gssr-621	140	8	controlled	control	VERB
gssr-621	140	9	conditions	condition	NOUN
gssr-621	140	10	of	of	ADP
gssr-621	140	11	temperature	temperature	NOUN
gssr-621	140	12	,	,	PUNCT
gssr-621	140	13	ph	ph	ADJ
gssr-621	140	14	,	,	PUNCT
gssr-621	140	15	and	and	CCONJ
gssr-621	140	16	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	140	17	global	global	ADJ
gssr-621	140	18	sustainability	sustainability	NOUN
gssr-621	140	19	research	research	NOUN
gssr-621	140	20	global	global	ADJ
gssr-621	140	21	scientific	scientific	ADJ
gssr-621	140	22	research	research	NOUN
gssr-621	140	23	83	83	NUM
gssr-621	140	24	aeration	aeration	NOUN
gssr-621	140	25	(	(	PUNCT
gssr-621	140	26	jones	jones	PROPN
gssr-621	140	27	et	et	PROPN
gssr-621	140	28	al	al	PROPN
gssr-621	140	29	.	.	PROPN
gssr-621	140	30	,	,	PUNCT
gssr-621	140	31	2018	2018	NUM
gssr-621	140	32	)	)	PUNCT
gssr-621	140	33	.	.	PUNCT
gssr-621	141	1	as	as	SCONJ
gssr-621	141	2	the	the	DET
gssr-621	141	3	microorganisms	microorganism	NOUN
gssr-621	141	4	metabolize	metabolize	VERB
gssr-621	141	5	the	the	DET
gssr-621	141	6	sugars	sugar	NOUN
gssr-621	141	7	,	,	PUNCT
gssr-621	141	8	they	they	PRON
gssr-621	141	9	produce	produce	VERB
gssr-621	141	10	glucose	glucose	NOUN
gssr-621	141	11	as	as	ADP
gssr-621	141	12	an	an	DET
gssr-621	141	13	intermediate	intermediate	ADJ
gssr-621	141	14	or	or	CCONJ
gssr-621	141	15	end	end	NOUN
gssr-621	141	16	product	product	NOUN
gssr-621	141	17	,	,	PUNCT
gssr-621	141	18	depending	depend	VERB
gssr-621	141	19	on	on	ADP
gssr-621	141	20	the	the	DET
gssr-621	141	21	specific	specific	ADJ
gssr-621	141	22	fermentation	fermentation	NOUN
gssr-621	141	23	pathway	pathway	NOUN
gssr-621	141	24	(	(	PUNCT
gssr-621	141	25	teleky	teleky	NOUN
gssr-621	141	26	et	et	NOUN
gssr-621	141	27	al	al	PROPN
gssr-621	141	28	.	.	PROPN
gssr-621	141	29	,	,	PUNCT
gssr-621	141	30	2020	2020	NUM
gssr-621	141	31	)	)	PUNCT
gssr-621	141	32	.	.	PUNCT
gssr-621	142	1	several	several	ADJ
gssr-621	142	2	factors	factor	NOUN
gssr-621	142	3	influence	influence	VERB
gssr-621	142	4	the	the	DET
gssr-621	142	5	efficiency	efficiency	NOUN
gssr-621	142	6	of	of	ADP
gssr-621	142	7	fermentation	fermentation	NOUN
gssr-621	142	8	for	for	ADP
gssr-621	142	9	glucose	glucose	NOUN
gssr-621	142	10	production	production	NOUN
gssr-621	142	11	(	(	PUNCT
gssr-621	142	12	chang	chang	PROPN
gssr-621	142	13	et	et	PROPN
gssr-621	142	14	al	al	PROPN
gssr-621	142	15	.	.	PROPN
gssr-621	142	16	,	,	PUNCT
gssr-621	142	17	2018	2018	NUM
gssr-621	142	18	;	;	PUNCT
gssr-621	142	19	jones	jones	PROPN
gssr-621	142	20	et	et	PROPN
gssr-621	142	21	al	al	PROPN
gssr-621	142	22	.	.	PROPN
gssr-621	142	23	,	,	PUNCT
gssr-621	142	24	2018	2018	NUM
gssr-621	142	25	;	;	PUNCT
gssr-621	142	26	kanagasabai	kanagasabai	PROPN
gssr-621	142	27	et	et	PROPN
gssr-621	142	28	al	al	PROPN
gssr-621	142	29	.	.	PROPN
gssr-621	142	30	,	,	PUNCT
gssr-621	142	31	2019	2019	NUM
gssr-621	142	32	;	;	PUNCT
gssr-621	143	1	tse	tse	X
gssr-621	143	2	et	et	PROPN
gssr-621	143	3	al	al	PROPN
gssr-621	143	4	.	.	PROPN
gssr-621	143	5	,	,	PUNCT
gssr-621	143	6	2021	2021	NUM
gssr-621	143	7	):	):	PUNCT
gssr-621	143	8	a	a	DET
gssr-621	143	9	)	)	PUNCT
gssr-621	143	10	sugar	sugar	NOUN
gssr-621	143	11	concentration	concentration	NOUN
gssr-621	143	12	:	:	PUNCT
gssr-621	143	13	the	the	DET
gssr-621	143	14	concentration	concentration	NOUN
gssr-621	143	15	of	of	ADP
gssr-621	143	16	sugars	sugar	NOUN
gssr-621	143	17	in	in	ADP
gssr-621	143	18	the	the	DET
gssr-621	143	19	fermentation	fermentation	NOUN
gssr-621	143	20	medium	medium	NOUN
gssr-621	143	21	affects	affect	VERB
gssr-621	143	22	the	the	DET
gssr-621	143	23	rate	rate	NOUN
gssr-621	143	24	and	and	CCONJ
gssr-621	143	25	extent	extent	NOUN
gssr-621	143	26	of	of	ADP
gssr-621	143	27	glucose	glucose	NOUN
gssr-621	143	28	production	production	NOUN
gssr-621	143	29	.	.	PUNCT
gssr-621	144	1	higher	high	ADJ
gssr-621	144	2	sugar	sugar	NOUN
gssr-621	144	3	concentrations	concentration	NOUN
gssr-621	144	4	can	can	AUX
gssr-621	144	5	lead	lead	VERB
gssr-621	144	6	to	to	ADP
gssr-621	144	7	faster	fast	ADJ
gssr-621	144	8	fermentation	fermentation	NOUN
gssr-621	144	9	rates	rate	NOUN
gssr-621	144	10	but	but	CCONJ
gssr-621	144	11	may	may	AUX
gssr-621	144	12	also	also	ADV
gssr-621	144	13	result	result	VERB
gssr-621	144	14	in	in	ADP
gssr-621	144	15	inhibitory	inhibitory	ADJ
gssr-621	144	16	effects	effect	NOUN
gssr-621	144	17	on	on	ADP
gssr-621	144	18	microbial	microbial	ADJ
gssr-621	144	19	growth	growth	NOUN
gssr-621	144	20	and	and	CCONJ
gssr-621	144	21	metabolism	metabolism	NOUN
gssr-621	144	22	.	.	PUNCT
gssr-621	145	1	b	b	X
gssr-621	145	2	)	)	PUNCT
gssr-621	145	3	microbial	microbial	ADJ
gssr-621	145	4	strain	strain	NOUN
gssr-621	145	5	and	and	CCONJ
gssr-621	145	6	characteristics	characteristic	NOUN
gssr-621	145	7	:	:	PUNCT
gssr-621	145	8	the	the	DET
gssr-621	145	9	selection	selection	NOUN
gssr-621	145	10	of	of	ADP
gssr-621	145	11	an	an	DET
gssr-621	145	12	appropriate	appropriate	ADJ
gssr-621	145	13	microbial	microbial	ADJ
gssr-621	145	14	strain	strain	NOUN
gssr-621	145	15	is	be	AUX
gssr-621	145	16	critical	critical	ADJ
gssr-621	145	17	for	for	ADP
gssr-621	145	18	efficient	efficient	ADJ
gssr-621	145	19	glucose	glucose	NOUN
gssr-621	145	20	production	production	NOUN
gssr-621	145	21	.	.	PUNCT
gssr-621	146	1	different	different	ADJ
gssr-621	146	2	strains	strain	NOUN
gssr-621	146	3	may	may	AUX
gssr-621	146	4	exhibit	exhibit	VERB
gssr-621	146	5	variations	variation	NOUN
gssr-621	146	6	in	in	ADP
gssr-621	146	7	sugar	sugar	NOUN
gssr-621	146	8	utilization	utilization	NOUN
gssr-621	146	9	,	,	PUNCT
gssr-621	146	10	fermentation	fermentation	NOUN
gssr-621	146	11	rates	rate	NOUN
gssr-621	146	12	,	,	PUNCT
gssr-621	146	13	and	and	CCONJ
gssr-621	146	14	tolerance	tolerance	NOUN
gssr-621	146	15	to	to	ADP
gssr-621	146	16	inhibitors	inhibitor	NOUN
gssr-621	146	17	.	.	PUNCT
gssr-621	147	1	genetic	genetic	ADJ
gssr-621	147	2	engineering	engineering	NOUN
gssr-621	147	3	approaches	approach	NOUN
gssr-621	147	4	can	can	AUX
gssr-621	147	5	be	be	AUX
gssr-621	147	6	employed	employ	VERB
gssr-621	147	7	to	to	PART
gssr-621	147	8	enhance	enhance	VERB
gssr-621	147	9	the	the	DET
gssr-621	147	10	metabolic	metabolic	NOUN
gssr-621	147	11	capabilities	capability	NOUN
gssr-621	147	12	of	of	ADP
gssr-621	147	13	microorganisms	microorganism	NOUN
gssr-621	147	14	for	for	ADP
gssr-621	147	15	glucose	glucose	NOUN
gssr-621	147	16	production	production	NOUN
gssr-621	147	17	.	.	PUNCT
gssr-621	148	1	c	c	X
gssr-621	148	2	)	)	PUNCT
gssr-621	148	3	nutrient	nutrient	NOUN
gssr-621	148	4	availability	availability	NOUN
gssr-621	148	5	:	:	PUNCT
gssr-621	148	6	microorganisms	microorganism	NOUN
gssr-621	148	7	require	require	VERB
gssr-621	148	8	essential	essential	ADJ
gssr-621	148	9	nutrients	nutrient	NOUN
gssr-621	148	10	,	,	PUNCT
gssr-621	148	11	such	such	ADJ
gssr-621	148	12	as	as	ADP
gssr-621	148	13	nitrogen	nitrogen	NOUN
gssr-621	148	14	,	,	PUNCT
gssr-621	148	15	phosphorus	phosphorus	NOUN
gssr-621	148	16	,	,	PUNCT
gssr-621	148	17	and	and	CCONJ
gssr-621	148	18	trace	trace	NOUN
gssr-621	148	19	elements	element	NOUN
gssr-621	148	20	,	,	PUNCT
gssr-621	148	21	for	for	ADP
gssr-621	148	22	their	their	PRON
gssr-621	148	23	growth	growth	NOUN
gssr-621	148	24	and	and	CCONJ
gssr-621	148	25	fermentation	fermentation	NOUN
gssr-621	148	26	activity	activity	NOUN
gssr-621	148	27	.	.	PUNCT
gssr-621	149	1	optimizing	optimize	VERB
gssr-621	149	2	nutrient	nutrient	ADJ
gssr-621	149	3	availability	availability	NOUN
gssr-621	149	4	through	through	ADP
gssr-621	149	5	appropriate	appropriate	ADJ
gssr-621	149	6	medium	medium	ADJ
gssr-621	149	7	formulation	formulation	NOUN
gssr-621	149	8	is	be	AUX
gssr-621	149	9	crucial	crucial	ADJ
gssr-621	149	10	for	for	ADP
gssr-621	149	11	maximizing	maximize	VERB
gssr-621	149	12	fermentation	fermentation	NOUN
gssr-621	149	13	efficiency	efficiency	NOUN
gssr-621	149	14	.	.	PUNCT
gssr-621	150	1	d	d	X
gssr-621	150	2	)	)	PUNCT
gssr-621	150	3	environmental	environmental	ADJ
gssr-621	150	4	conditions	condition	NOUN
gssr-621	150	5	:	:	PUNCT
gssr-621	150	6	temperature	temperature	NOUN
gssr-621	150	7	,	,	PUNCT
gssr-621	150	8	ph	ph	ADJ
gssr-621	150	9	,	,	PUNCT
gssr-621	150	10	and	and	CCONJ
gssr-621	150	11	oxygen	oxygen	NOUN
gssr-621	150	12	availability	availability	NOUN
gssr-621	150	13	are	be	AUX
gssr-621	150	14	important	important	ADJ
gssr-621	150	15	environmental	environmental	ADJ
gssr-621	150	16	factors	factor	NOUN
gssr-621	150	17	that	that	PRON
gssr-621	150	18	impact	impact	VERB
gssr-621	150	19	microbial	microbial	ADJ
gssr-621	150	20	growth	growth	NOUN
gssr-621	150	21	and	and	CCONJ
gssr-621	150	22	fermentation	fermentation	NOUN
gssr-621	150	23	.	.	PUNCT
gssr-621	151	1	each	each	DET
gssr-621	151	2	microorganism	microorganism	NOUN
gssr-621	151	3	has	have	VERB
gssr-621	151	4	an	an	DET
gssr-621	151	5	optimal	optimal	ADJ
gssr-621	151	6	range	range	NOUN
gssr-621	151	7	of	of	ADP
gssr-621	151	8	these	these	DET
gssr-621	151	9	parameters	parameter	NOUN
gssr-621	151	10	,	,	PUNCT
gssr-621	151	11	and	and	CCONJ
gssr-621	151	12	maintaining	maintain	VERB
gssr-621	151	13	the	the	DET
gssr-621	151	14	appropriate	appropriate	ADJ
gssr-621	151	15	conditions	condition	NOUN
gssr-621	151	16	ensures	ensure	VERB
gssr-621	151	17	efficient	efficient	ADJ
gssr-621	151	18	fermentation	fermentation	NOUN
gssr-621	151	19	and	and	CCONJ
gssr-621	151	20	glucose	glucose	NOUN
gssr-621	151	21	production	production	NOUN
gssr-621	151	22	.	.	PUNCT
gssr-621	152	1	e	e	X
gssr-621	152	2	)	)	PUNCT
gssr-621	152	3	inhibitors	inhibitor	NOUN
gssr-621	152	4	and	and	CCONJ
gssr-621	152	5	byproducts	byproduct	NOUN
gssr-621	152	6	:	:	PUNCT
gssr-621	152	7	inhibitory	inhibitory	ADJ
gssr-621	152	8	compounds	compound	NOUN
gssr-621	152	9	,	,	PUNCT
gssr-621	152	10	such	such	ADJ
gssr-621	152	11	as	as	ADP
gssr-621	152	12	organic	organic	ADJ
gssr-621	152	13	acids	acid	NOUN
gssr-621	152	14	,	,	PUNCT
gssr-621	152	15	furans	furan	NOUN
gssr-621	152	16	,	,	PUNCT
gssr-621	152	17	or	or	CCONJ
gssr-621	152	18	phenolic	phenolic	ADJ
gssr-621	152	19	compounds	compound	NOUN
gssr-621	152	20	,	,	PUNCT
gssr-621	152	21	can	can	AUX
gssr-621	152	22	be	be	AUX
gssr-621	152	23	generated	generate	VERB
gssr-621	152	24	during	during	ADP
gssr-621	152	25	biomass	biomass	NOUN
gssr-621	152	26	pretreatment	pretreatment	NOUN
gssr-621	152	27	or	or	CCONJ
gssr-621	152	28	hydrolysis	hydrolysis	NOUN
gssr-621	152	29	processes	process	NOUN
gssr-621	152	30	.	.	PUNCT
gssr-621	153	1	these	these	DET
gssr-621	153	2	inhibitors	inhibitor	NOUN
gssr-621	153	3	can	can	AUX
gssr-621	153	4	affect	affect	VERB
gssr-621	153	5	microbial	microbial	ADJ
gssr-621	153	6	growth	growth	NOUN
gssr-621	153	7	and	and	CCONJ
gssr-621	153	8	fermentation	fermentation	NOUN
gssr-621	153	9	efficiency	efficiency	NOUN
gssr-621	153	10	.	.	PUNCT
gssr-621	154	1	detoxification	detoxification	NOUN
gssr-621	154	2	strategies	strategy	NOUN
gssr-621	154	3	,	,	PUNCT
gssr-621	154	4	including	include	VERB
gssr-621	154	5	physical	physical	ADJ
gssr-621	154	6	,	,	PUNCT
gssr-621	154	7	chemical	chemical	NOUN
gssr-621	154	8	,	,	PUNCT
gssr-621	154	9	or	or	CCONJ
gssr-621	154	10	biological	biological	ADJ
gssr-621	154	11	methods	method	NOUN
gssr-621	154	12	,	,	PUNCT
gssr-621	154	13	can	can	AUX
gssr-621	154	14	be	be	AUX
gssr-621	154	15	implemented	implement	VERB
gssr-621	154	16	to	to	PART
gssr-621	154	17	minimize	minimize	VERB
gssr-621	154	18	their	their	PRON
gssr-621	154	19	impact	impact	NOUN
gssr-621	154	20	.	.	PUNCT
gssr-621	155	1	glucose	glucose	NOUN
gssr-621	155	2	produced	produce	VERB
gssr-621	155	3	through	through	ADP
gssr-621	155	4	fermentation	fermentation	NOUN
gssr-621	155	5	has	have	VERB
gssr-621	155	6	diverse	diverse	ADJ
gssr-621	155	7	applications	application	NOUN
gssr-621	155	8	in	in	ADP
gssr-621	155	9	various	various	ADJ
gssr-621	155	10	industries	industry	NOUN
gssr-621	155	11	:	:	PUNCT
gssr-621	155	12	glucose	glucose	NOUN
gssr-621	155	13	fermentation	fermentation	NOUN
gssr-621	155	14	to	to	ADP
gssr-621	155	15	ethanol	ethanol	NOUN
gssr-621	155	16	serves	serve	VERB
gssr-621	155	17	as	as	ADP
gssr-621	155	18	a	a	DET
gssr-621	155	19	key	key	ADJ
gssr-621	155	20	process	process	NOUN
gssr-621	155	21	in	in	ADP
gssr-621	155	22	biofuel	biofuel	NOUN
gssr-621	155	23	production	production	NOUN
gssr-621	155	24	(	(	PUNCT
gssr-621	155	25	smachetti	smachetti	PROPN
gssr-621	155	26	et	et	PROPN
gssr-621	155	27	al	al	PROPN
gssr-621	155	28	.	.	PROPN
gssr-621	155	29	,	,	PUNCT
gssr-621	155	30	2018	2018	NUM
gssr-621	155	31	)	)	PUNCT
gssr-621	155	32	.	.	PUNCT
gssr-621	156	1	ethanol	ethanol	NOUN
gssr-621	156	2	can	can	AUX
gssr-621	156	3	be	be	AUX
gssr-621	156	4	used	use	VERB
gssr-621	156	5	as	as	ADP
gssr-621	156	6	a	a	DET
gssr-621	156	7	transportation	transportation	NOUN
gssr-621	156	8	fuel	fuel	NOUN
gssr-621	156	9	or	or	CCONJ
gssr-621	156	10	as	as	ADP
gssr-621	156	11	a	a	DET
gssr-621	156	12	blending	blend	VERB
gssr-621	156	13	component	component	NOUN
gssr-621	156	14	in	in	ADP
gssr-621	156	15	gasoline	gasoline	NOUN
gssr-621	156	16	,	,	PUNCT
gssr-621	156	17	reducing	reduce	VERB
gssr-621	156	18	reliance	reliance	NOUN
gssr-621	156	19	on	on	ADP
gssr-621	156	20	fossil	fossil	ADJ
gssr-621	156	21	fuels	fuel	NOUN
gssr-621	156	22	and	and	CCONJ
gssr-621	156	23	contributing	contribute	VERB
gssr-621	156	24	to	to	ADP
gssr-621	156	25	a	a	DET
gssr-621	156	26	more	more	ADV
gssr-621	156	27	sustainable	sustainable	ADJ
gssr-621	156	28	energy	energy	NOUN
gssr-621	156	29	sector	sector	NOUN
gssr-621	156	30	(	(	PUNCT
gssr-621	156	31	inyang	inyang	NOUN
gssr-621	156	32	et	et	PROPN
gssr-621	156	33	al	al	PROPN
gssr-621	156	34	.	.	PROPN
gssr-621	156	35	,	,	PUNCT
gssr-621	156	36	2022	2022	NUM
gssr-621	156	37	;	;	PUNCT
gssr-621	156	38	salim	salim	PROPN
gssr-621	156	39	,	,	PUNCT
gssr-621	156	40	gonzález	gonzález	PROPN
gssr-621	156	41	-	-	PUNCT
gssr-621	156	42	garcía	garcía	PROPN
gssr-621	156	43	,	,	PUNCT
gssr-621	156	44	et	et	PROPN
gssr-621	156	45	al	al	PROPN
gssr-621	156	46	.	.	PROPN
gssr-621	156	47	,	,	PUNCT
gssr-621	156	48	2019	2019	NUM
gssr-621	156	49	)	)	PUNCT
gssr-621	156	50	.	.	PUNCT
gssr-621	157	1	glucose	glucose	NOUN
gssr-621	157	2	is	be	AUX
gssr-621	157	3	widely	widely	ADV
gssr-621	157	4	used	use	VERB
gssr-621	157	5	in	in	ADP
gssr-621	157	6	the	the	DET
gssr-621	157	7	food	food	NOUN
gssr-621	157	8	and	and	CCONJ
gssr-621	157	9	beverage	beverage	NOUN
gssr-621	157	10	industry	industry	NOUN
gssr-621	157	11	as	as	ADP
gssr-621	157	12	a	a	DET
gssr-621	157	13	sweetener	sweetener	NOUN
gssr-621	157	14	,	,	PUNCT
gssr-621	157	15	preservative	preservative	NOUN
gssr-621	157	16	,	,	PUNCT
gssr-621	157	17	or	or	CCONJ
gssr-621	157	18	fermentation	fermentation	NOUN
gssr-621	157	19	substrate	substrate	NOUN
gssr-621	157	20	.	.	PUNCT
gssr-621	158	1	it	it	PRON
gssr-621	158	2	serves	serve	VERB
gssr-621	158	3	as	as	ADP
gssr-621	158	4	a	a	DET
gssr-621	158	5	key	key	ADJ
gssr-621	158	6	ingredient	ingredient	NOUN
gssr-621	158	7	in	in	ADP
gssr-621	158	8	the	the	DET
gssr-621	158	9	production	production	NOUN
gssr-621	158	10	of	of	ADP
gssr-621	158	11	baked	baked	ADJ
gssr-621	158	12	goods	good	NOUN
gssr-621	158	13	,	,	PUNCT
gssr-621	158	14	confectionery	confectionery	NOUN
gssr-621	158	15	,	,	PUNCT
gssr-621	158	16	beverages	beverage	NOUN
gssr-621	158	17	,	,	PUNCT
gssr-621	158	18	and	and	CCONJ
gssr-621	158	19	fermented	ferment	VERB
gssr-621	158	20	products	product	NOUN
gssr-621	158	21	such	such	ADJ
gssr-621	158	22	as	as	ADP
gssr-621	158	23	beer	beer	NOUN
gssr-621	158	24	,	,	PUNCT
gssr-621	158	25	wine	wine	NOUN
gssr-621	158	26	,	,	PUNCT
gssr-621	158	27	and	and	CCONJ
gssr-621	158	28	spirits	spirit	NOUN
gssr-621	158	29	.	.	PUNCT
gssr-621	159	1	glucose	glucose	NOUN
gssr-621	159	2	is	be	AUX
gssr-621	159	3	utilized	utilize	VERB
gssr-621	159	4	as	as	ADP
gssr-621	159	5	a	a	DET
gssr-621	159	6	carbon	carbon	NOUN
gssr-621	159	7	source	source	NOUN
gssr-621	159	8	for	for	ADP
gssr-621	159	9	the	the	DET
gssr-621	159	10	production	production	NOUN
gssr-621	159	11	of	of	ADP
gssr-621	159	12	various	various	ADJ
gssr-621	159	13	pharmaceuticals	pharmaceutical	NOUN
gssr-621	159	14	,	,	PUNCT
gssr-621	159	15	including	include	VERB
gssr-621	159	16	antibiotics	antibiotic	NOUN
gssr-621	159	17	,	,	PUNCT
gssr-621	159	18	vitamins	vitamin	NOUN
gssr-621	159	19	,	,	PUNCT
gssr-621	159	20	amino	amino	NOUN
gssr-621	159	21	acids	acid	NOUN
gssr-621	159	22	,	,	PUNCT
gssr-621	159	23	and	and	CCONJ
gssr-621	159	24	therapeutic	therapeutic	ADJ
gssr-621	159	25	proteins	protein	NOUN
gssr-621	159	26	(	(	PUNCT
gssr-621	159	27	simpson	simpson	PROPN
gssr-621	159	28	et	et	PROPN
gssr-621	159	29	al	al	PROPN
gssr-621	159	30	.	.	PROPN
gssr-621	159	31	,	,	PUNCT
gssr-621	159	32	2022	2022	NUM
gssr-621	159	33	)	)	PUNCT
gssr-621	159	34	.	.	PUNCT
gssr-621	160	1	it	it	PRON
gssr-621	160	2	also	also	ADV
gssr-621	160	3	serves	serve	VERB
gssr-621	160	4	as	as	ADP
gssr-621	160	5	a	a	DET
gssr-621	160	6	precursor	precursor	NOUN
gssr-621	160	7	for	for	ADP
gssr-621	160	8	the	the	DET
gssr-621	160	9	synthesis	synthesis	NOUN
gssr-621	160	10	of	of	ADP
gssr-621	160	11	bioactive	bioactive	ADJ
gssr-621	160	12	compounds	compound	NOUN
gssr-621	160	13	and	and	CCONJ
gssr-621	160	14	pharmaceutical	pharmaceutical	NOUN
gssr-621	160	15	intermediates	intermediate	NOUN
gssr-621	160	16	.	.	PUNCT
gssr-621	161	1	glucose	glucose	NOUN
gssr-621	161	2	can	can	AUX
gssr-621	161	3	be	be	AUX
gssr-621	161	4	further	far	ADV
gssr-621	161	5	converted	convert	VERB
gssr-621	161	6	into	into	ADP
gssr-621	161	7	a	a	DET
gssr-621	161	8	wide	wide	ADJ
gssr-621	161	9	range	range	NOUN
gssr-621	161	10	of	of	ADP
gssr-621	161	11	valuable	valuable	ADJ
gssr-621	161	12	chemicals	chemical	NOUN
gssr-621	161	13	,	,	PUNCT
gssr-621	161	14	such	such	ADJ
gssr-621	161	15	as	as	ADP
gssr-621	161	16	organic	organic	ADJ
gssr-621	161	17	acids	acid	NOUN
gssr-621	161	18	(	(	PUNCT
gssr-621	161	19	e.g.	e.g.	ADV
gssr-621	161	20	,	,	PUNCT
gssr-621	161	21	lactic	lactic	ADJ
gssr-621	161	22	acid	acid	NOUN
gssr-621	161	23	,	,	PUNCT
gssr-621	161	24	citric	citric	ADJ
gssr-621	161	25	acid	acid	NOUN
gssr-621	161	26	)	)	PUNCT
gssr-621	161	27	,	,	PUNCT
gssr-621	161	28	polyols	polyol	NOUN
gssr-621	161	29	(	(	PUNCT
gssr-621	161	30	e.g.	e.g.	ADV
gssr-621	161	31	,	,	PUNCT
gssr-621	161	32	sorbitol	sorbitol	NOUN
gssr-621	161	33	,	,	PUNCT
gssr-621	161	34	mannitol	mannitol	NOUN
gssr-621	161	35	)	)	PUNCT
gssr-621	161	36	,	,	PUNCT
gssr-621	161	37	and	and	CCONJ
gssr-621	161	38	other	other	ADJ
gssr-621	161	39	platform	platform	NOUN
gssr-621	161	40	chemicals	chemical	NOUN
gssr-621	161	41	(	(	PUNCT
gssr-621	161	42	nam	nam	NOUN
gssr-621	161	43	,	,	PUNCT
gssr-621	161	44	2022	2022	NUM
gssr-621	161	45	)	)	PUNCT
gssr-621	161	46	.	.	PUNCT
gssr-621	162	1	these	these	DET
gssr-621	162	2	chemicals	chemical	NOUN
gssr-621	162	3	find	find	VERB
gssr-621	162	4	applications	application	NOUN
gssr-621	162	5	in	in	ADP
gssr-621	162	6	the	the	DET
gssr-621	162	7	production	production	NOUN
gssr-621	162	8	of	of	ADP
gssr-621	162	9	polymers	polymer	NOUN
gssr-621	162	10	,	,	PUNCT
gssr-621	162	11	resins	resin	NOUN
gssr-621	162	12	,	,	PUNCT
gssr-621	162	13	solvents	solvent	NOUN
gssr-621	162	14	,	,	PUNCT
gssr-621	162	15	and	and	CCONJ
gssr-621	162	16	other	other	ADJ
gssr-621	162	17	industrial	industrial	ADJ
gssr-621	162	18	products	product	NOUN
gssr-621	162	19	.	.	PUNCT
gssr-621	163	1	glucose	glucose	NOUN
gssr-621	163	2	can	can	AUX
gssr-621	163	3	be	be	AUX
gssr-621	163	4	used	use	VERB
gssr-621	163	5	as	as	ADP
gssr-621	163	6	an	an	DET
gssr-621	163	7	energy	energy	NOUN
gssr-621	163	8	source	source	NOUN
gssr-621	163	9	and	and	CCONJ
gssr-621	163	10	nutrient	nutrient	NOUN
gssr-621	163	11	supplement	supplement	NOUN
gssr-621	163	12	in	in	ADP
gssr-621	163	13	animal	animal	NOUN
gssr-621	163	14	feed	feed	NOUN
gssr-621	163	15	formulations	formulation	NOUN
gssr-621	163	16	.	.	PUNCT
gssr-621	164	1	it	it	PRON
gssr-621	164	2	provides	provide	VERB
gssr-621	164	3	readily	readily	ADV
gssr-621	164	4	available	available	ADJ
gssr-621	164	5	energy	energy	NOUN
gssr-621	164	6	for	for	ADP
gssr-621	164	7	livestock	livestock	NOUN
gssr-621	164	8	and	and	CCONJ
gssr-621	164	9	poultry	poultry	NOUN
gssr-621	164	10	,	,	PUNCT
gssr-621	164	11	supporting	support	VERB
gssr-621	164	12	their	their	PRON
gssr-621	164	13	growth	growth	NOUN
gssr-621	164	14	and	and	CCONJ
gssr-621	164	15	production	production	NOUN
gssr-621	164	16	.	.	PUNCT
gssr-621	165	1	in	in	ADP
gssr-621	165	2	agriculture	agriculture	NOUN
gssr-621	165	3	,	,	PUNCT
gssr-621	165	4	glucose	glucose	NOUN
gssr-621	165	5	-	-	PUNCT
gssr-621	165	6	based	base	VERB
gssr-621	165	7	products	product	NOUN
gssr-621	165	8	can	can	AUX
gssr-621	165	9	be	be	AUX
gssr-621	165	10	utilized	utilize	VERB
gssr-621	165	11	as	as	ADP
gssr-621	165	12	plant	plant	NOUN
gssr-621	165	13	growth	growth	NOUN
gssr-621	165	14	regulators	regulator	NOUN
gssr-621	165	15	,	,	PUNCT
gssr-621	165	16	biofertilizers	biofertilizer	NOUN
gssr-621	165	17	,	,	PUNCT
gssr-621	165	18	or	or	CCONJ
gssr-621	165	19	biostimulants	biostimulant	NOUN
gssr-621	165	20	,	,	PUNCT
gssr-621	165	21	enhancing	enhance	VERB
gssr-621	165	22	crop	crop	NOUN
gssr-621	165	23	yield	yield	NOUN
gssr-621	165	24	and	and	CCONJ
gssr-621	165	25	quality	quality	NOUN
gssr-621	165	26	(	(	PUNCT
gssr-621	165	27	blanco	blanco	PROPN
gssr-621	165	28	et	et	PROPN
gssr-621	165	29	al	al	PROPN
gssr-621	165	30	.	.	PROPN
gssr-621	165	31	,	,	PUNCT
gssr-621	165	32	2020	2020	NUM
gssr-621	165	33	;	;	PUNCT
gssr-621	165	34	roslan	roslan	PROPN
gssr-621	165	35	&	&	CCONJ
gssr-621	165	36	salimi	salimi	PROPN
gssr-621	165	37	,	,	PUNCT
gssr-621	165	38	2019	2019	NUM
gssr-621	165	39	)	)	PUNCT
gssr-621	165	40	.	.	PUNCT
gssr-621	166	1	bioplastics	bioplastic	NOUN
gssr-621	166	2	and	and	CCONJ
gssr-621	166	3	biomaterials	biomaterial	NOUN
gssr-621	166	4	:	:	PUNCT
gssr-621	166	5	glucose	glucose	NOUN
gssr-621	166	6	serves	serve	VERB
gssr-621	166	7	as	as	ADP
gssr-621	166	8	a	a	DET
gssr-621	166	9	building	building	NOUN
gssr-621	166	10	block	block	NOUN
gssr-621	166	11	for	for	ADP
gssr-621	166	12	the	the	DET
gssr-621	166	13	production	production	NOUN
gssr-621	166	14	of	of	ADP
gssr-621	166	15	bioplastics	bioplastic	NOUN
gssr-621	166	16	,	,	PUNCT
gssr-621	166	17	such	such	ADJ
gssr-621	166	18	as	as	ADP
gssr-621	166	19	polylactic	polylactic	ADJ
gssr-621	166	20	acid	acid	NOUN
gssr-621	166	21	(	(	PUNCT
gssr-621	166	22	pla	pla	NOUN
gssr-621	166	23	)	)	PUNCT
gssr-621	166	24	,	,	PUNCT
gssr-621	166	25	which	which	PRON
gssr-621	166	26	offers	offer	VERB
gssr-621	166	27	a	a	DET
gssr-621	166	28	renewable	renewable	ADJ
gssr-621	166	29	and	and	CCONJ
gssr-621	166	30	biodegradable	biodegradable	ADJ
gssr-621	166	31	alternative	alternative	NOUN
gssr-621	166	32	to	to	ADP
gssr-621	166	33	conventional	conventional	ADJ
gssr-621	166	34	plastics	plastic	NOUN
gssr-621	166	35	.	.	PUNCT
gssr-621	167	1	glucose	glucose	NOUN
gssr-621	167	2	-	-	PUNCT
gssr-621	167	3	based	base	VERB
gssr-621	167	4	polymers	polymer	NOUN
gssr-621	167	5	can	can	AUX
gssr-621	167	6	also	also	ADV
gssr-621	167	7	be	be	AUX
gssr-621	167	8	employed	employ	VERB
gssr-621	167	9	in	in	ADP
gssr-621	167	10	the	the	DET
gssr-621	167	11	development	development	NOUN
gssr-621	167	12	of	of	ADP
gssr-621	167	13	biomaterials	biomaterial	NOUN
gssr-621	167	14	for	for	ADP
gssr-621	167	15	tissue	tissue	NOUN
gssr-621	167	16	engineering	engineering	NOUN
gssr-621	167	17	,	,	PUNCT
gssr-621	167	18	drug	drug	NOUN
gssr-621	167	19	delivery	delivery	NOUN
gssr-621	167	20	systems	system	NOUN
gssr-621	167	21	,	,	PUNCT
gssr-621	167	22	and	and	CCONJ
gssr-621	167	23	other	other	ADJ
gssr-621	167	24	biomedical	biomedical	ADJ
gssr-621	167	25	applications	application	NOUN
gssr-621	167	26	(	(	PUNCT
gssr-621	167	27	far	far	ADV
gssr-621	167	28	et	et	VERB
gssr-621	167	29	al	al	PROPN
gssr-621	167	30	.	.	PROPN
gssr-621	167	31	,	,	PUNCT
gssr-621	167	32	2022	2022	NUM
gssr-621	167	33	;	;	PUNCT
gssr-621	167	34	seddiqi	seddiqi	NOUN
gssr-621	167	35	et	et	PROPN
gssr-621	167	36	al	al	PROPN
gssr-621	167	37	.	.	PROPN
gssr-621	167	38	,	,	PUNCT
gssr-621	167	39	2021	2021	NUM
gssr-621	167	40	;	;	PUNCT
gssr-621	167	41	sood	sood	PROPN
gssr-621	167	42	et	et	PROPN
gssr-621	167	43	al	al	PROPN
gssr-621	167	44	.	.	PROPN
gssr-621	167	45	,	,	PUNCT
gssr-621	167	46	2021	2021	NUM
gssr-621	167	47	)	)	PUNCT
gssr-621	167	48	.	.	PUNCT
gssr-621	168	1	the	the	DET
gssr-621	168	2	fermentation	fermentation	NOUN
gssr-621	168	3	of	of	ADP
gssr-621	168	4	sugars	sugar	NOUN
gssr-621	168	5	for	for	ADP
gssr-621	168	6	glucose	glucose	NOUN
gssr-621	168	7	production	production	NOUN
gssr-621	168	8	offers	offer	VERB
gssr-621	168	9	a	a	DET
gssr-621	168	10	versatile	versatile	ADJ
gssr-621	168	11	and	and	CCONJ
gssr-621	168	12	sustainable	sustainable	ADJ
gssr-621	168	13	approach	approach	NOUN
gssr-621	168	14	to	to	PART
gssr-621	168	15	utilize	utilize	VERB
gssr-621	168	16	biomass	biomass	NOUN
gssr-621	168	17	resources	resource	NOUN
gssr-621	168	18	and	and	CCONJ
gssr-621	168	19	generate	generate	VERB
gssr-621	168	20	valuable	valuable	ADJ
gssr-621	168	21	products	product	NOUN
gssr-621	168	22	.	.	PUNCT
gssr-621	169	1	advances	advance	NOUN
gssr-621	169	2	in	in	ADP
gssr-621	169	3	microbial	microbial	ADJ
gssr-621	169	4	engineering	engineering	NOUN
gssr-621	169	5	,	,	PUNCT
gssr-621	169	6	fermentation	fermentation	NOUN
gssr-621	169	7	process	process	NOUN
gssr-621	169	8	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	169	9	global	global	ADJ
gssr-621	169	10	sustainability	sustainability	NOUN
gssr-621	169	11	research	research	NOUN
gssr-621	169	12	global	global	ADJ
gssr-621	169	13	scientific	scientific	ADJ
gssr-621	169	14	research	research	NOUN
gssr-621	169	15	84	84	NUM
gssr-621	169	16	optimization	optimization	NOUN
gssr-621	169	17	,	,	PUNCT
gssr-621	169	18	and	and	CCONJ
gssr-621	169	19	downstream	downstream	ADJ
gssr-621	169	20	processing	processing	NOUN
gssr-621	169	21	techniques	technique	NOUN
gssr-621	169	22	continue	continue	VERB
gssr-621	169	23	to	to	PART
gssr-621	169	24	enhance	enhance	VERB
gssr-621	169	25	the	the	DET
gssr-621	169	26	efficiency	efficiency	NOUN
gssr-621	169	27	and	and	CCONJ
gssr-621	169	28	economic	economic	ADJ
gssr-621	169	29	viability	viability	NOUN
gssr-621	169	30	of	of	ADP
gssr-621	169	31	glucose	glucose	NOUN
gssr-621	169	32	production	production	NOUN
gssr-621	169	33	through	through	ADP
gssr-621	169	34	fermentation	fermentation	NOUN
gssr-621	169	35	.	.	PUNCT
gssr-621	170	1	furthermore	furthermore	ADV
gssr-621	170	2	,	,	PUNCT
gssr-621	170	3	the	the	DET
gssr-621	170	4	integration	integration	NOUN
gssr-621	170	5	of	of	ADP
gssr-621	170	6	fermentation	fermentation	NOUN
gssr-621	170	7	with	with	ADP
gssr-621	170	8	other	other	ADJ
gssr-621	170	9	biorefinery	biorefinery	NOUN
gssr-621	170	10	processes	process	NOUN
gssr-621	170	11	allows	allow	VERB
gssr-621	170	12	for	for	ADP
gssr-621	170	13	the	the	DET
gssr-621	170	14	utilization	utilization	NOUN
gssr-621	170	15	of	of	ADP
gssr-621	170	16	diverse	diverse	ADJ
gssr-621	170	17	feedstocks	feedstock	NOUN
gssr-621	170	18	and	and	CCONJ
gssr-621	170	19	the	the	DET
gssr-621	170	20	production	production	NOUN
gssr-621	170	21	of	of	ADP
gssr-621	170	22	a	a	DET
gssr-621	170	23	wide	wide	ADJ
gssr-621	170	24	range	range	NOUN
gssr-621	170	25	of	of	ADP
gssr-621	170	26	valuable	valuable	ADJ
gssr-621	170	27	compounds	compound	NOUN
gssr-621	170	28	,	,	PUNCT
gssr-621	170	29	contributing	contribute	VERB
gssr-621	170	30	to	to	ADP
gssr-621	170	31	the	the	DET
gssr-621	170	32	development	development	NOUN
gssr-621	170	33	of	of	ADP
gssr-621	170	34	a	a	DET
gssr-621	170	35	bio	bio	NOUN
gssr-621	170	36	-	-	PUNCT
gssr-621	170	37	based	base	VERB
gssr-621	170	38	economy	economy	NOUN
gssr-621	170	39	and	and	CCONJ
gssr-621	170	40	a	a	DET
gssr-621	170	41	more	more	ADV
gssr-621	170	42	sustainable	sustainable	ADJ
gssr-621	170	43	future	future	NOUN
gssr-621	170	44	(	(	PUNCT
gssr-621	170	45	salim	salim	PROPN
gssr-621	170	46	,	,	PUNCT
gssr-621	170	47	et	et	PROPN
gssr-621	170	48	al	al	PROPN
gssr-621	170	49	.	.	PROPN
gssr-621	170	50	,	,	PUNCT
gssr-621	170	51	2019	2019	NUM
gssr-621	170	52	)	)	PUNCT
gssr-621	170	53	.	.	PUNCT
gssr-621	171	1	comparison	comparison	NOUN
gssr-621	171	2	of	of	ADP
gssr-621	171	3	different	different	ADJ
gssr-621	171	4	biochemical	biochemical	ADJ
gssr-621	171	5	processes	process	NOUN
gssr-621	171	6	biochemical	biochemical	ADJ
gssr-621	171	7	processes	process	NOUN
gssr-621	171	8	for	for	ADP
gssr-621	171	9	glucose	glucose	NOUN
gssr-621	171	10	production	production	NOUN
gssr-621	171	11	encompass	encompass	VERB
gssr-621	171	12	various	various	ADJ
gssr-621	171	13	methods	method	NOUN
gssr-621	171	14	,	,	PUNCT
gssr-621	171	15	including	include	VERB
gssr-621	171	16	enzymatic	enzymatic	ADJ
gssr-621	171	17	hydrolysis	hydrolysis	NOUN
gssr-621	171	18	,	,	PUNCT
gssr-621	171	19	acid	acid	NOUN
gssr-621	171	20	hydrolysis	hydrolysis	NOUN
gssr-621	171	21	,	,	PUNCT
gssr-621	171	22	and	and	CCONJ
gssr-621	171	23	fermentation	fermentation	NOUN
gssr-621	171	24	.	.	PUNCT
gssr-621	172	1	each	each	PRON
gssr-621	172	2	of	of	ADP
gssr-621	172	3	these	these	DET
gssr-621	172	4	processes	process	NOUN
gssr-621	172	5	has	have	VERB
gssr-621	172	6	its	its	PRON
gssr-621	172	7	advantages	advantage	NOUN
gssr-621	172	8	,	,	PUNCT
gssr-621	172	9	challenges	challenge	NOUN
gssr-621	172	10	,	,	PUNCT
gssr-621	172	11	and	and	CCONJ
gssr-621	172	12	suitability	suitability	NOUN
gssr-621	172	13	for	for	ADP
gssr-621	172	14	different	different	ADJ
gssr-621	172	15	feedstocks	feedstock	NOUN
gssr-621	172	16	and	and	CCONJ
gssr-621	172	17	applications	application	NOUN
gssr-621	172	18	.	.	PUNCT
gssr-621	173	1	the	the	DET
gssr-621	173	2	efficiency	efficiency	NOUN
gssr-621	173	3	of	of	ADP
gssr-621	173	4	a	a	DET
gssr-621	173	5	biochemical	biochemical	ADJ
gssr-621	173	6	process	process	NOUN
gssr-621	173	7	is	be	AUX
gssr-621	173	8	measured	measure	VERB
gssr-621	173	9	by	by	ADP
gssr-621	173	10	the	the	DET
gssr-621	173	11	yield	yield	NOUN
gssr-621	173	12	of	of	ADP
gssr-621	173	13	glucose	glucose	NOUN
gssr-621	173	14	obtained	obtain	VERB
gssr-621	173	15	from	from	ADP
gssr-621	173	16	the	the	DET
gssr-621	173	17	feedstock	feedstock	NOUN
gssr-621	173	18	(	(	PUNCT
gssr-621	173	19	kadhum	kadhum	PROPN
gssr-621	173	20	et	et	PROPN
gssr-621	173	21	al	al	PROPN
gssr-621	173	22	.	.	PROPN
gssr-621	173	23	,	,	PUNCT
gssr-621	173	24	2019	2019	NUM
gssr-621	173	25	)	)	PUNCT
gssr-621	173	26	.	.	PUNCT
gssr-621	174	1	enzymatic	enzymatic	ADJ
gssr-621	174	2	hydrolysis	hydrolysis	NOUN
gssr-621	174	3	,	,	PUNCT
gssr-621	174	4	utilizing	utilize	VERB
gssr-621	174	5	specific	specific	ADJ
gssr-621	174	6	enzymes	enzyme	NOUN
gssr-621	174	7	,	,	PUNCT
gssr-621	174	8	can	can	AUX
gssr-621	174	9	achieve	achieve	VERB
gssr-621	174	10	high	high	ADJ
gssr-621	174	11	conversion	conversion	NOUN
gssr-621	174	12	rates	rate	NOUN
gssr-621	174	13	of	of	ADP
gssr-621	174	14	polysaccharides	polysaccharide	NOUN
gssr-621	174	15	into	into	ADP
gssr-621	174	16	glucose	glucose	NOUN
gssr-621	174	17	.	.	PUNCT
gssr-621	175	1	however	however	ADV
gssr-621	175	2	,	,	PUNCT
gssr-621	175	3	it	it	PRON
gssr-621	175	4	may	may	AUX
gssr-621	175	5	require	require	VERB
gssr-621	175	6	longer	long	ADJ
gssr-621	175	7	reaction	reaction	NOUN
gssr-621	175	8	times	time	NOUN
gssr-621	175	9	and	and	CCONJ
gssr-621	175	10	can	can	AUX
gssr-621	175	11	be	be	AUX
gssr-621	175	12	costlier	costly	ADJ
gssr-621	175	13	due	due	ADP
gssr-621	175	14	to	to	ADP
gssr-621	175	15	the	the	DET
gssr-621	175	16	need	need	NOUN
gssr-621	175	17	for	for	ADP
gssr-621	175	18	enzyme	enzyme	NOUN
gssr-621	175	19	production	production	NOUN
gssr-621	175	20	.	.	PUNCT
gssr-621	176	1	acid	acid	NOUN
gssr-621	176	2	hydrolysis	hydrolysis	NOUN
gssr-621	176	3	,	,	PUNCT
gssr-621	176	4	on	on	ADP
gssr-621	176	5	the	the	DET
gssr-621	176	6	other	other	ADJ
gssr-621	176	7	hand	hand	NOUN
gssr-621	176	8	,	,	PUNCT
gssr-621	176	9	offers	offer	VERB
gssr-621	176	10	faster	fast	ADJ
gssr-621	176	11	reaction	reaction	NOUN
gssr-621	176	12	rates	rate	NOUN
gssr-621	176	13	but	but	CCONJ
gssr-621	176	14	may	may	AUX
gssr-621	176	15	lead	lead	VERB
gssr-621	176	16	to	to	ADP
gssr-621	176	17	lower	low	ADJ
gssr-621	176	18	glucose	glucose	NOUN
gssr-621	176	19	yields	yield	NOUN
gssr-621	176	20	due	due	ADP
gssr-621	176	21	to	to	ADP
gssr-621	176	22	sugar	sugar	NOUN
gssr-621	176	23	degradation	degradation	NOUN
gssr-621	176	24	and	and	CCONJ
gssr-621	176	25	formation	formation	NOUN
gssr-621	176	26	of	of	ADP
gssr-621	176	27	inhibitory	inhibitory	ADJ
gssr-621	176	28	compounds	compound	NOUN
gssr-621	176	29	.	.	PUNCT
gssr-621	177	1	fermentation	fermentation	NOUN
gssr-621	177	2	processes	process	NOUN
gssr-621	177	3	can	can	AUX
gssr-621	177	4	also	also	ADV
gssr-621	177	5	achieve	achieve	VERB
gssr-621	177	6	high	high	ADJ
gssr-621	177	7	conversion	conversion	NOUN
gssr-621	177	8	efficiencies	efficiency	NOUN
gssr-621	177	9	,	,	PUNCT
gssr-621	177	10	particularly	particularly	ADV
gssr-621	177	11	when	when	SCONJ
gssr-621	177	12	optimized	optimize	VERB
gssr-621	177	13	for	for	ADP
gssr-621	177	14	specific	specific	ADJ
gssr-621	177	15	microorganisms	microorganism	NOUN
gssr-621	177	16	and	and	CCONJ
gssr-621	177	17	conditions	condition	NOUN
gssr-621	177	18	(	(	PUNCT
gssr-621	177	19	recek	recek	NOUN
gssr-621	177	20	et	et	PROPN
gssr-621	177	21	al	al	PROPN
gssr-621	177	22	.	.	PROPN
gssr-621	177	23	,	,	PUNCT
gssr-621	177	24	2018	2018	NUM
gssr-621	177	25	)	)	PUNCT
gssr-621	177	26	.	.	PUNCT
gssr-621	178	1	different	different	ADJ
gssr-621	178	2	biochemical	biochemical	ADJ
gssr-621	178	3	processes	process	NOUN
gssr-621	178	4	have	have	VERB
gssr-621	178	5	varying	vary	VERB
gssr-621	178	6	compatibilities	compatibility	NOUN
gssr-621	178	7	with	with	ADP
gssr-621	178	8	different	different	ADJ
gssr-621	178	9	feedstocks	feedstock	NOUN
gssr-621	178	10	.	.	PUNCT
gssr-621	179	1	enzymatic	enzymatic	ADJ
gssr-621	179	2	hydrolysis	hydrolysis	NOUN
gssr-621	179	3	is	be	AUX
gssr-621	179	4	well	well	ADV
gssr-621	179	5	-	-	PUNCT
gssr-621	179	6	suited	suit	VERB
gssr-621	179	7	for	for	ADP
gssr-621	179	8	a	a	DET
gssr-621	179	9	wide	wide	ADJ
gssr-621	179	10	range	range	NOUN
gssr-621	179	11	of	of	ADP
gssr-621	179	12	biomass	biomass	NOUN
gssr-621	179	13	sources	source	NOUN
gssr-621	179	14	,	,	PUNCT
gssr-621	179	15	including	include	VERB
gssr-621	179	16	lignocellulosic	lignocellulosic	ADJ
gssr-621	179	17	materials	material	NOUN
gssr-621	179	18	,	,	PUNCT
gssr-621	179	19	due	due	ADP
gssr-621	179	20	to	to	ADP
gssr-621	179	21	its	its	PRON
gssr-621	179	22	specificity	specificity	NOUN
gssr-621	179	23	and	and	CCONJ
gssr-621	179	24	ability	ability	NOUN
gssr-621	179	25	to	to	PART
gssr-621	179	26	target	target	VERB
gssr-621	179	27	specific	specific	ADJ
gssr-621	179	28	polysaccharides	polysaccharide	NOUN
gssr-621	179	29	(	(	PUNCT
gssr-621	179	30	weiss	weiss	X
gssr-621	179	31	et	et	PROPN
gssr-621	179	32	al	al	PROPN
gssr-621	179	33	.	.	PROPN
gssr-621	179	34	,	,	PUNCT
gssr-621	179	35	2019	2019	NUM
gssr-621	179	36	)	)	PUNCT
gssr-621	179	37	.	.	PUNCT
gssr-621	180	1	acid	acid	NOUN
gssr-621	180	2	hydrolysis	hydrolysis	NOUN
gssr-621	180	3	can	can	AUX
gssr-621	180	4	handle	handle	VERB
gssr-621	180	5	diverse	diverse	ADJ
gssr-621	180	6	feedstocks	feedstock	NOUN
gssr-621	180	7	as	as	ADV
gssr-621	180	8	well	well	ADV
gssr-621	180	9	,	,	PUNCT
gssr-621	180	10	but	but	CCONJ
gssr-621	180	11	certain	certain	ADJ
gssr-621	180	12	biomass	biomass	NOUN
gssr-621	180	13	components	component	NOUN
gssr-621	180	14	,	,	PUNCT
gssr-621	180	15	such	such	ADJ
gssr-621	180	16	as	as	ADP
gssr-621	180	17	lignin	lignin	NOUN
gssr-621	180	18	,	,	PUNCT
gssr-621	180	19	may	may	AUX
gssr-621	180	20	hinder	hinder	VERB
gssr-621	180	21	the	the	DET
gssr-621	180	22	process	process	NOUN
gssr-621	180	23	efficiency	efficiency	NOUN
gssr-621	180	24	.	.	PUNCT
gssr-621	181	1	fermentation	fermentation	NOUN
gssr-621	181	2	processes	process	NOUN
gssr-621	181	3	generally	generally	ADV
gssr-621	181	4	require	require	VERB
gssr-621	181	5	sugars	sugar	NOUN
gssr-621	181	6	or	or	CCONJ
gssr-621	181	7	sugar	sugar	NOUN
gssr-621	181	8	-	-	PUNCT
gssr-621	181	9	rich	rich	ADJ
gssr-621	181	10	feedstocks	feedstock	NOUN
gssr-621	181	11	and	and	CCONJ
gssr-621	181	12	are	be	AUX
gssr-621	181	13	commonly	commonly	ADV
gssr-621	181	14	used	use	VERB
gssr-621	181	15	for	for	ADP
gssr-621	181	16	glucose	glucose	NOUN
gssr-621	181	17	production	production	NOUN
gssr-621	181	18	from	from	ADP
gssr-621	181	19	agricultural	agricultural	ADJ
gssr-621	181	20	crops	crop	NOUN
gssr-621	181	21	,	,	PUNCT
gssr-621	181	22	sugar	sugar	NOUN
gssr-621	181	23	cane	cane	NOUN
gssr-621	181	24	,	,	PUNCT
gssr-621	181	25	or	or	CCONJ
gssr-621	181	26	molasses	molasse	NOUN
gssr-621	181	27	(	(	PUNCT
gssr-621	181	28	nwankwo	nwankwo	PROPN
gssr-621	181	29	&	&	CCONJ
gssr-621	181	30	ukpabi	ukpabi	PROPN
gssr-621	181	31	,	,	PUNCT
gssr-621	181	32	2018	2018	NUM
gssr-621	181	33	)	)	PUNCT
gssr-621	181	34	.	.	PUNCT
gssr-621	182	1	the	the	DET
gssr-621	182	2	environmental	environmental	ADJ
gssr-621	182	3	impact	impact	NOUN
gssr-621	182	4	of	of	ADP
gssr-621	182	5	a	a	DET
gssr-621	182	6	biochemical	biochemical	ADJ
gssr-621	182	7	process	process	NOUN
gssr-621	182	8	is	be	AUX
gssr-621	182	9	a	a	DET
gssr-621	182	10	crucial	crucial	ADJ
gssr-621	182	11	consideration	consideration	NOUN
gssr-621	182	12	in	in	ADP
gssr-621	182	13	sustainable	sustainable	ADJ
gssr-621	182	14	production	production	NOUN
gssr-621	182	15	.	.	PUNCT
gssr-621	183	1	enzymatic	enzymatic	ADJ
gssr-621	183	2	hydrolysis	hydrolysis	NOUN
gssr-621	183	3	,	,	PUNCT
gssr-621	183	4	being	be	AUX
gssr-621	183	5	a	a	DET
gssr-621	183	6	biologically	biologically	ADV
gssr-621	183	7	driven	drive	VERB
gssr-621	183	8	process	process	NOUN
gssr-621	183	9	,	,	PUNCT
gssr-621	183	10	is	be	AUX
gssr-621	183	11	considered	consider	VERB
gssr-621	183	12	environmentally	environmentally	ADV
gssr-621	183	13	friendly	friendly	ADJ
gssr-621	183	14	.	.	PUNCT
gssr-621	184	1	it	it	PRON
gssr-621	184	2	operates	operate	VERB
gssr-621	184	3	under	under	ADP
gssr-621	184	4	mild	mild	ADJ
gssr-621	184	5	conditions	condition	NOUN
gssr-621	184	6	,	,	PUNCT
gssr-621	184	7	produces	produce	VERB
gssr-621	184	8	fewer	few	ADJ
gssr-621	184	9	byproducts	byproduct	NOUN
gssr-621	184	10	,	,	PUNCT
gssr-621	184	11	and	and	CCONJ
gssr-621	184	12	has	have	VERB
gssr-621	184	13	lower	low	ADJ
gssr-621	184	14	energy	energy	NOUN
gssr-621	184	15	requirements	requirement	NOUN
gssr-621	184	16	compared	compare	VERB
gssr-621	184	17	to	to	ADP
gssr-621	184	18	other	other	ADJ
gssr-621	184	19	processes	process	NOUN
gssr-621	184	20	.	.	PUNCT
gssr-621	185	1	acid	acid	NOUN
gssr-621	185	2	hydrolysis	hydrolysis	NOUN
gssr-621	185	3	,	,	PUNCT
gssr-621	185	4	while	while	SCONJ
gssr-621	185	5	effective	effective	ADJ
gssr-621	185	6	,	,	PUNCT
gssr-621	185	7	requires	require	VERB
gssr-621	185	8	the	the	DET
gssr-621	185	9	use	use	NOUN
gssr-621	185	10	of	of	ADP
gssr-621	185	11	strong	strong	ADJ
gssr-621	185	12	acids	acid	NOUN
gssr-621	185	13	and	and	CCONJ
gssr-621	185	14	may	may	AUX
gssr-621	185	15	generate	generate	VERB
gssr-621	185	16	waste	waste	NOUN
gssr-621	185	17	streams	stream	NOUN
gssr-621	185	18	containing	contain	VERB
gssr-621	185	19	inhibitory	inhibitory	ADJ
gssr-621	185	20	compounds	compound	NOUN
gssr-621	185	21	,	,	PUNCT
gssr-621	185	22	necessitating	necessitate	VERB
gssr-621	185	23	proper	proper	ADJ
gssr-621	185	24	treatment	treatment	NOUN
gssr-621	185	25	and	and	CCONJ
gssr-621	185	26	disposal	disposal	NOUN
gssr-621	185	27	.	.	PUNCT
gssr-621	186	1	fermentation	fermentation	NOUN
gssr-621	186	2	processes	process	NOUN
gssr-621	186	3	can	can	AUX
gssr-621	186	4	also	also	ADV
gssr-621	186	5	be	be	AUX
gssr-621	186	6	environmentally	environmentally	ADV
gssr-621	186	7	favorable	favorable	ADJ
gssr-621	186	8	,	,	PUNCT
gssr-621	186	9	especially	especially	ADV
gssr-621	186	10	when	when	SCONJ
gssr-621	186	11	utilizing	utilize	VERB
gssr-621	186	12	renewable	renewable	ADJ
gssr-621	186	13	feedstocks	feedstock	NOUN
gssr-621	186	14	and	and	CCONJ
gssr-621	186	15	optimizing	optimize	VERB
gssr-621	186	16	process	process	NOUN
gssr-621	186	17	parameters	parameter	NOUN
gssr-621	186	18	to	to	PART
gssr-621	186	19	minimize	minimize	VERB
gssr-621	186	20	waste	waste	NOUN
gssr-621	186	21	and	and	CCONJ
gssr-621	186	22	energy	energy	NOUN
gssr-621	186	23	consumption	consumption	NOUN
gssr-621	186	24	(	(	PUNCT
gssr-621	186	25	salim	salim	PROPN
gssr-621	186	26	,	,	PUNCT
gssr-621	186	27	et	et	PROPN
gssr-621	186	28	al	al	PROPN
gssr-621	186	29	.	.	PROPN
gssr-621	186	30	,	,	PUNCT
gssr-621	186	31	2019	2019	NUM
gssr-621	186	32	)	)	PUNCT
gssr-621	186	33	.	.	PUNCT
gssr-621	187	1	the	the	DET
gssr-621	187	2	purity	purity	NOUN
gssr-621	187	3	of	of	ADP
gssr-621	187	4	glucose	glucose	NOUN
gssr-621	187	5	obtained	obtain	VERB
gssr-621	187	6	from	from	ADP
gssr-621	187	7	a	a	DET
gssr-621	187	8	biochemical	biochemical	ADJ
gssr-621	187	9	process	process	NOUN
gssr-621	187	10	is	be	AUX
gssr-621	187	11	important	important	ADJ
gssr-621	187	12	,	,	PUNCT
gssr-621	187	13	particularly	particularly	ADV
gssr-621	187	14	for	for	ADP
gssr-621	187	15	applications	application	NOUN
gssr-621	187	16	in	in	ADP
gssr-621	187	17	the	the	DET
gssr-621	187	18	food	food	NOUN
gssr-621	187	19	,	,	PUNCT
gssr-621	187	20	pharmaceutical	pharmaceutical	NOUN
gssr-621	187	21	,	,	PUNCT
gssr-621	187	22	and	and	CCONJ
gssr-621	187	23	chemical	chemical	NOUN
gssr-621	187	24	industries	industry	NOUN
gssr-621	187	25	.	.	PUNCT
gssr-621	188	1	enzymatic	enzymatic	ADJ
gssr-621	188	2	hydrolysis	hydrolysis	NOUN
gssr-621	188	3	generally	generally	ADV
gssr-621	188	4	yields	yield	VERB
gssr-621	188	5	high	high	ADJ
gssr-621	188	6	-	-	PUNCT
gssr-621	188	7	purity	purity	NOUN
gssr-621	188	8	glucose	glucose	NOUN
gssr-621	188	9	,	,	PUNCT
gssr-621	188	10	as	as	ADP
gssr-621	188	11	specific	specific	ADJ
gssr-621	188	12	enzymes	enzyme	NOUN
gssr-621	188	13	target	target	VERB
gssr-621	188	14	the	the	DET
gssr-621	188	15	desired	desire	VERB
gssr-621	188	16	polysaccharides	polysaccharide	NOUN
gssr-621	188	17	without	without	ADP
gssr-621	188	18	introducing	introduce	VERB
gssr-621	188	19	contaminants	contaminant	NOUN
gssr-621	188	20	(	(	PUNCT
gssr-621	188	21	codato	codato	PROPN
gssr-621	188	22	-	-	PUNCT
gssr-621	188	23	zumpano	zumpano	PROPN
gssr-621	188	24	et	et	PROPN
gssr-621	188	25	al	al	PROPN
gssr-621	188	26	.	.	PROPN
gssr-621	188	27	,	,	PUNCT
gssr-621	188	28	2023	2023	NUM
gssr-621	188	29	)	)	PUNCT
gssr-621	188	30	.	.	PUNCT
gssr-621	189	1	acid	acid	NOUN
gssr-621	189	2	hydrolysis	hydrolysis	NOUN
gssr-621	189	3	may	may	AUX
gssr-621	189	4	result	result	VERB
gssr-621	189	5	in	in	ADP
gssr-621	189	6	lower	low	ADJ
gssr-621	189	7	product	product	NOUN
gssr-621	189	8	purity	purity	NOUN
gssr-621	189	9	due	due	ADP
gssr-621	189	10	to	to	ADP
gssr-621	189	11	the	the	DET
gssr-621	189	12	presence	presence	NOUN
gssr-621	189	13	of	of	ADP
gssr-621	189	14	inhibitory	inhibitory	ADJ
gssr-621	189	15	compounds	compound	NOUN
gssr-621	189	16	or	or	CCONJ
gssr-621	189	17	degradation	degradation	NOUN
gssr-621	189	18	products	product	NOUN
gssr-621	189	19	.	.	PUNCT
gssr-621	190	1	fermentation	fermentation	NOUN
gssr-621	190	2	processes	process	NOUN
gssr-621	190	3	can	can	AUX
gssr-621	190	4	produce	produce	VERB
gssr-621	190	5	glucose	glucose	NOUN
gssr-621	190	6	along	along	ADP
gssr-621	190	7	with	with	ADP
gssr-621	190	8	other	other	ADJ
gssr-621	190	9	metabolites	metabolite	NOUN
gssr-621	190	10	,	,	PUNCT
gssr-621	190	11	requiring	require	VERB
gssr-621	190	12	additional	additional	ADJ
gssr-621	190	13	purification	purification	NOUN
gssr-621	190	14	steps	step	NOUN
gssr-621	190	15	to	to	PART
gssr-621	190	16	obtain	obtain	VERB
gssr-621	190	17	high	high	ADJ
gssr-621	190	18	-	-	PUNCT
gssr-621	190	19	purity	purity	NOUN
gssr-621	190	20	glucose	glucose	NOUN
gssr-621	190	21	(	(	PUNCT
gssr-621	190	22	salim	salim	PROPN
gssr-621	190	23	,	,	PUNCT
gssr-621	190	24	et	et	PROPN
gssr-621	190	25	al	al	PROPN
gssr-621	190	26	.	.	PROPN
gssr-621	190	27	,	,	PUNCT
gssr-621	190	28	2019	2019	NUM
gssr-621	190	29	)	)	PUNCT
gssr-621	190	30	.	.	PUNCT
gssr-621	191	1	the	the	DET
gssr-621	191	2	economics	economic	NOUN
gssr-621	191	3	of	of	ADP
gssr-621	191	4	a	a	DET
gssr-621	191	5	biochemical	biochemical	ADJ
gssr-621	191	6	process	process	NOUN
gssr-621	191	7	depend	depend	VERB
gssr-621	191	8	on	on	ADP
gssr-621	191	9	factors	factor	NOUN
gssr-621	191	10	such	such	ADJ
gssr-621	191	11	as	as	ADP
gssr-621	191	12	capital	capital	NOUN
gssr-621	191	13	and	and	CCONJ
gssr-621	191	14	operating	operating	NOUN
gssr-621	191	15	costs	cost	NOUN
gssr-621	191	16	,	,	PUNCT
gssr-621	191	17	feedstock	feedstock	NOUN
gssr-621	191	18	availability	availability	NOUN
gssr-621	191	19	and	and	CCONJ
gssr-621	191	20	cost	cost	NOUN
gssr-621	191	21	,	,	PUNCT
gssr-621	191	22	yield	yield	NOUN
gssr-621	191	23	,	,	PUNCT
gssr-621	191	24	and	and	CCONJ
gssr-621	191	25	market	market	NOUN
gssr-621	191	26	demand	demand	NOUN
gssr-621	191	27	for	for	ADP
gssr-621	191	28	the	the	DET
gssr-621	191	29	products	product	NOUN
gssr-621	191	30	.	.	PUNCT
gssr-621	192	1	enzymatic	enzymatic	ADJ
gssr-621	192	2	hydrolysis	hydrolysis	NOUN
gssr-621	192	3	,	,	PUNCT
gssr-621	192	4	although	although	SCONJ
gssr-621	192	5	efficient	efficient	ADJ
gssr-621	192	6	,	,	PUNCT
gssr-621	192	7	can	can	AUX
gssr-621	192	8	be	be	AUX
gssr-621	192	9	costlier	costly	ADJ
gssr-621	192	10	due	due	ADP
gssr-621	192	11	to	to	ADP
gssr-621	192	12	the	the	DET
gssr-621	192	13	requirement	requirement	NOUN
gssr-621	192	14	for	for	ADP
gssr-621	192	15	enzymes	enzyme	NOUN
gssr-621	192	16	and	and	CCONJ
gssr-621	192	17	longer	long	ADJ
gssr-621	192	18	reaction	reaction	NOUN
gssr-621	192	19	times	time	NOUN
gssr-621	192	20	(	(	PUNCT
gssr-621	192	21	weiss	weiss	PROPN
gssr-621	192	22	et	et	PROPN
gssr-621	192	23	al	al	PROPN
gssr-621	192	24	.	.	PROPN
gssr-621	192	25	,	,	PUNCT
gssr-621	192	26	2019	2019	NUM
gssr-621	192	27	)	)	PUNCT
gssr-621	192	28	.	.	PUNCT
gssr-621	193	1	acid	acid	NOUN
gssr-621	193	2	hydrolysis	hydrolysis	NOUN
gssr-621	193	3	offers	offer	VERB
gssr-621	193	4	faster	fast	ADJ
gssr-621	193	5	reaction	reaction	NOUN
gssr-621	193	6	rates	rate	NOUN
gssr-621	193	7	but	but	CCONJ
gssr-621	193	8	may	may	AUX
gssr-621	193	9	incur	incur	VERB
gssr-621	193	10	additional	additional	ADJ
gssr-621	193	11	costs	cost	NOUN
gssr-621	193	12	for	for	ADP
gssr-621	193	13	acid	acid	NOUN
gssr-621	193	14	procurement	procurement	NOUN
gssr-621	193	15	and	and	CCONJ
gssr-621	193	16	disposal	disposal	NOUN
gssr-621	193	17	of	of	ADP
gssr-621	193	18	waste	waste	NOUN
gssr-621	193	19	streams	stream	NOUN
gssr-621	193	20	.	.	PUNCT
gssr-621	194	1	fermentation	fermentation	NOUN
gssr-621	194	2	processes	process	NOUN
gssr-621	194	3	,	,	PUNCT
gssr-621	194	4	while	while	SCONJ
gssr-621	194	5	efficient	efficient	ADJ
gssr-621	194	6	and	and	CCONJ
gssr-621	194	7	commercially	commercially	ADV
gssr-621	194	8	viable	viable	ADJ
gssr-621	194	9	for	for	ADP
gssr-621	194	10	certain	certain	ADJ
gssr-621	194	11	feedstocks	feedstock	NOUN
gssr-621	194	12	,	,	PUNCT
gssr-621	194	13	may	may	AUX
gssr-621	194	14	require	require	VERB
gssr-621	194	15	downstream	downstream	ADJ
gssr-621	194	16	processing	processing	NOUN
gssr-621	194	17	and	and	CCONJ
gssr-621	194	18	purification	purification	NOUN
gssr-621	194	19	steps	step	NOUN
gssr-621	194	20	,	,	PUNCT
gssr-621	194	21	impacting	impact	VERB
gssr-621	194	22	overall	overall	ADJ
gssr-621	194	23	process	process	NOUN
gssr-621	194	24	economics	economic	NOUN
gssr-621	194	25	(	(	PUNCT
gssr-621	194	26	recek	recek	NOUN
gssr-621	194	27	et	et	PROPN
gssr-621	194	28	al	al	PROPN
gssr-621	194	29	.	.	PROPN
gssr-621	194	30	,	,	PUNCT
gssr-621	194	31	2018	2018	NUM
gssr-621	194	32	)	)	PUNCT
gssr-621	194	33	.	.	PUNCT
gssr-621	195	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	195	2	global	global	ADJ
gssr-621	195	3	sustainability	sustainability	NOUN
gssr-621	195	4	research	research	NOUN
gssr-621	195	5	global	global	ADJ
gssr-621	195	6	scientific	scientific	ADJ
gssr-621	195	7	research	research	NOUN
gssr-621	195	8	85	85	NUM
gssr-621	195	9	locally	locally	ADV
gssr-621	195	10	sourced	source	VERB
gssr-621	195	11	materials	material	NOUN
gssr-621	195	12	for	for	ADP
gssr-621	195	13	glucose	glucose	NOUN
gssr-621	195	14	production	production	NOUN
gssr-621	195	15	the	the	DET
gssr-621	195	16	utilization	utilization	NOUN
gssr-621	195	17	of	of	ADP
gssr-621	195	18	locally	locally	ADV
gssr-621	195	19	sourced	source	VERB
gssr-621	195	20	materials	material	NOUN
gssr-621	195	21	for	for	ADP
gssr-621	195	22	glucose	glucose	NOUN
gssr-621	195	23	production	production	NOUN
gssr-621	195	24	offers	offer	VERB
gssr-621	195	25	several	several	ADJ
gssr-621	195	26	advantages	advantage	NOUN
gssr-621	195	27	,	,	PUNCT
gssr-621	195	28	including	include	VERB
gssr-621	195	29	reduced	reduce	VERB
gssr-621	195	30	transportation	transportation	NOUN
gssr-621	195	31	costs	cost	NOUN
gssr-621	195	32	,	,	PUNCT
gssr-621	195	33	increased	increase	VERB
gssr-621	195	34	sustainability	sustainability	NOUN
gssr-621	195	35	,	,	PUNCT
gssr-621	195	36	and	and	CCONJ
gssr-621	195	37	support	support	NOUN
gssr-621	195	38	for	for	ADP
gssr-621	195	39	local	local	ADJ
gssr-621	195	40	economies	economy	NOUN
gssr-621	195	41	(	(	PUNCT
gssr-621	195	42	cheng	cheng	PROPN
gssr-621	195	43	et	et	PROPN
gssr-621	195	44	al	al	PROPN
gssr-621	195	45	.	.	PROPN
gssr-621	195	46	,	,	PUNCT
gssr-621	195	47	2019	2019	NUM
gssr-621	195	48	)	)	PUNCT
gssr-621	195	49	.	.	PUNCT
gssr-621	196	1	locally	locally	ADV
gssr-621	196	2	available	available	ADJ
gssr-621	196	3	biomass	biomass	NOUN
gssr-621	196	4	resources	resource	NOUN
gssr-621	196	5	can	can	AUX
gssr-621	196	6	serve	serve	VERB
gssr-621	196	7	as	as	ADP
gssr-621	196	8	valuable	valuable	ADJ
gssr-621	196	9	feedstocks	feedstock	NOUN
gssr-621	196	10	for	for	ADP
gssr-621	196	11	biochemical	biochemical	ADJ
gssr-621	196	12	processes	process	NOUN
gssr-621	196	13	,	,	PUNCT
gssr-621	196	14	contributing	contribute	VERB
gssr-621	196	15	to	to	ADP
gssr-621	196	16	the	the	DET
gssr-621	196	17	production	production	NOUN
gssr-621	196	18	of	of	ADP
gssr-621	196	19	glucose	glucose	NOUN
gssr-621	196	20	in	in	ADP
gssr-621	196	21	a	a	DET
gssr-621	196	22	more	more	ADV
gssr-621	196	23	efficient	efficient	ADJ
gssr-621	196	24	,	,	PUNCT
gssr-621	196	25	cost	cost	NOUN
gssr-621	196	26	-	-	PUNCT
gssr-621	196	27	effective	effective	ADJ
gssr-621	196	28	,	,	PUNCT
gssr-621	196	29	and	and	CCONJ
gssr-621	196	30	environmentally	environmentally	ADV
gssr-621	196	31	friendly	friendly	ADJ
gssr-621	196	32	manner	manner	NOUN
gssr-621	196	33	(	(	PUNCT
gssr-621	196	34	inyang	inyang	NOUN
gssr-621	196	35	et	et	PROPN
gssr-621	196	36	al	al	PROPN
gssr-621	196	37	.	.	PROPN
gssr-621	196	38	,	,	PUNCT
gssr-621	196	39	2022	2022	NUM
gssr-621	196	40	)	)	PUNCT
gssr-621	196	41	.	.	PUNCT
gssr-621	197	1	agricultural	agricultural	ADJ
gssr-621	197	2	residues	residue	NOUN
gssr-621	197	3	as	as	SCONJ
gssr-621	197	4	feedstock	feedstock	NOUN
gssr-621	197	5	agricultural	agricultural	ADJ
gssr-621	197	6	residues	residue	NOUN
gssr-621	197	7	consist	consist	VERB
gssr-621	197	8	of	of	ADP
gssr-621	197	9	the	the	DET
gssr-621	197	10	non	non	ADJ
gssr-621	197	11	-	-	ADJ
gssr-621	197	12	edible	edible	ADJ
gssr-621	197	13	parts	part	NOUN
gssr-621	197	14	of	of	ADP
gssr-621	197	15	crops	crop	NOUN
gssr-621	197	16	that	that	PRON
gssr-621	197	17	remain	remain	VERB
gssr-621	197	18	after	after	ADP
gssr-621	197	19	harvest	harvest	NOUN
gssr-621	197	20	or	or	CCONJ
gssr-621	197	21	processing	processing	NOUN
gssr-621	197	22	(	(	PUNCT
gssr-621	197	23	kim	kim	PROPN
gssr-621	197	24	et	et	PROPN
gssr-621	197	25	al	al	PROPN
gssr-621	197	26	.	.	PROPN
gssr-621	197	27	,	,	PUNCT
gssr-621	197	28	2018	2018	NUM
gssr-621	197	29	)	)	PUNCT
gssr-621	197	30	.	.	PUNCT
gssr-621	198	1	they	they	PRON
gssr-621	198	2	typically	typically	ADV
gssr-621	198	3	contain	contain	VERB
gssr-621	198	4	a	a	DET
gssr-621	198	5	combination	combination	NOUN
gssr-621	198	6	of	of	ADP
gssr-621	198	7	cellulose	cellulose	NOUN
gssr-621	198	8	,	,	PUNCT
gssr-621	198	9	hemicellulose	hemicellulose	NOUN
gssr-621	198	10	,	,	PUNCT
gssr-621	198	11	lignin	lignin	NOUN
gssr-621	198	12	,	,	PUNCT
gssr-621	198	13	and	and	CCONJ
gssr-621	198	14	other	other	ADJ
gssr-621	198	15	minor	minor	ADJ
gssr-621	198	16	components	component	NOUN
gssr-621	198	17	.	.	PUNCT
gssr-621	199	1	the	the	DET
gssr-621	199	2	exact	exact	ADJ
gssr-621	199	3	composition	composition	NOUN
gssr-621	199	4	varies	vary	VERB
gssr-621	199	5	depending	depend	VERB
gssr-621	199	6	on	on	ADP
gssr-621	199	7	the	the	DET
gssr-621	199	8	type	type	NOUN
gssr-621	199	9	of	of	ADP
gssr-621	199	10	residue	residue	NOUN
gssr-621	199	11	and	and	CCONJ
gssr-621	199	12	the	the	DET
gssr-621	199	13	specific	specific	ADJ
gssr-621	199	14	crop	crop	NOUN
gssr-621	199	15	.	.	PUNCT
gssr-621	200	1	cellulose	cellulose	NOUN
gssr-621	200	2	and	and	CCONJ
gssr-621	200	3	hemicellulose	hemicellulose	NOUN
gssr-621	200	4	are	be	AUX
gssr-621	200	5	polysaccharides	polysaccharide	NOUN
gssr-621	200	6	that	that	PRON
gssr-621	200	7	can	can	AUX
gssr-621	200	8	be	be	AUX
gssr-621	200	9	hydrolyzed	hydrolyze	VERB
gssr-621	200	10	into	into	ADP
gssr-621	200	11	glucose	glucose	NOUN
gssr-621	200	12	,	,	PUNCT
gssr-621	200	13	while	while	SCONJ
gssr-621	200	14	lignin	lignin	NOUN
gssr-621	200	15	provides	provide	VERB
gssr-621	200	16	structural	structural	ADJ
gssr-621	200	17	support	support	NOUN
gssr-621	200	18	to	to	ADP
gssr-621	200	19	the	the	DET
gssr-621	200	20	plant	plant	NOUN
gssr-621	200	21	and	and	CCONJ
gssr-621	200	22	is	be	AUX
gssr-621	200	23	more	more	ADV
gssr-621	200	24	challenging	challenging	ADJ
gssr-621	200	25	to	to	PART
gssr-621	200	26	break	break	VERB
gssr-621	200	27	down	down	ADP
gssr-621	200	28	(	(	PUNCT
gssr-621	200	29	jeoh	jeoh	PROPN
gssr-621	200	30	et	et	PROPN
gssr-621	200	31	al	al	PROPN
gssr-621	200	32	.	.	PROPN
gssr-621	200	33	,	,	PUNCT
gssr-621	200	34	2017	2017	NUM
gssr-621	200	35	)	)	PUNCT
gssr-621	200	36	.	.	PUNCT
gssr-621	201	1	agricultural	agricultural	ADJ
gssr-621	201	2	residues	residue	NOUN
gssr-621	201	3	are	be	AUX
gssr-621	201	4	widely	widely	ADV
gssr-621	201	5	available	available	ADJ
gssr-621	201	6	due	due	ADP
gssr-621	201	7	to	to	ADP
gssr-621	201	8	the	the	DET
gssr-621	201	9	large	large	ADJ
gssr-621	201	10	-	-	PUNCT
gssr-621	201	11	scale	scale	NOUN
gssr-621	201	12	agricultural	agricultural	ADJ
gssr-621	201	13	activities	activity	NOUN
gssr-621	201	14	in	in	ADP
gssr-621	201	15	many	many	ADJ
gssr-621	201	16	regions	region	NOUN
gssr-621	201	17	.	.	PUNCT
gssr-621	202	1	the	the	DET
gssr-621	202	2	abundance	abundance	NOUN
gssr-621	202	3	of	of	ADP
gssr-621	202	4	these	these	DET
gssr-621	202	5	residues	residue	NOUN
gssr-621	202	6	makes	make	VERB
gssr-621	202	7	them	they	PRON
gssr-621	202	8	attractive	attractive	ADJ
gssr-621	202	9	feedstocks	feedstock	NOUN
gssr-621	202	10	for	for	ADP
gssr-621	202	11	glucose	glucose	NOUN
gssr-621	202	12	production	production	NOUN
gssr-621	202	13	,	,	PUNCT
gssr-621	202	14	as	as	SCONJ
gssr-621	202	15	they	they	PRON
gssr-621	202	16	provide	provide	VERB
gssr-621	202	17	a	a	DET
gssr-621	202	18	renewable	renewable	ADJ
gssr-621	202	19	and	and	CCONJ
gssr-621	202	20	sustainable	sustainable	ADJ
gssr-621	202	21	resource	resource	NOUN
gssr-621	202	22	that	that	PRON
gssr-621	202	23	can	can	AUX
gssr-621	202	24	be	be	AUX
gssr-621	202	25	utilized	utilize	VERB
gssr-621	202	26	without	without	ADP
gssr-621	202	27	competing	compete	VERB
gssr-621	202	28	with	with	ADP
gssr-621	202	29	food	food	NOUN
gssr-621	202	30	production	production	NOUN
gssr-621	202	31	.	.	PUNCT
gssr-621	203	1	the	the	DET
gssr-621	203	2	availability	availability	NOUN
gssr-621	203	3	of	of	ADP
gssr-621	203	4	agricultural	agricultural	ADJ
gssr-621	203	5	residues	residue	NOUN
gssr-621	203	6	can	can	AUX
gssr-621	203	7	vary	vary	VERB
gssr-621	203	8	based	base	VERB
gssr-621	203	9	on	on	ADP
gssr-621	203	10	factors	factor	NOUN
gssr-621	203	11	such	such	ADJ
gssr-621	203	12	as	as	ADP
gssr-621	203	13	crop	crop	NOUN
gssr-621	203	14	type	type	NOUN
gssr-621	203	15	,	,	PUNCT
gssr-621	203	16	geographic	geographic	ADJ
gssr-621	203	17	location	location	NOUN
gssr-621	203	18	,	,	PUNCT
gssr-621	203	19	and	and	CCONJ
gssr-621	203	20	local	local	ADJ
gssr-621	203	21	agricultural	agricultural	ADJ
gssr-621	203	22	practices	practice	NOUN
gssr-621	203	23	.	.	PUNCT
gssr-621	204	1	preprocessing	preprocessing	NOUN
gssr-621	204	2	and	and	CCONJ
gssr-621	204	3	pretreatment	pretreatment	NOUN
gssr-621	204	4	:	:	PUNCT
gssr-621	204	5	before	before	SCONJ
gssr-621	204	6	agricultural	agricultural	ADJ
gssr-621	204	7	residues	residue	NOUN
gssr-621	204	8	can	can	AUX
gssr-621	204	9	be	be	AUX
gssr-621	204	10	used	use	VERB
gssr-621	204	11	as	as	ADP
gssr-621	204	12	feedstocks	feedstock	NOUN
gssr-621	204	13	for	for	ADP
gssr-621	204	14	glucose	glucose	NOUN
gssr-621	204	15	production	production	NOUN
gssr-621	204	16	,	,	PUNCT
gssr-621	204	17	preprocessing	preprocessing	NOUN
gssr-621	204	18	and	and	CCONJ
gssr-621	204	19	pretreatment	pretreatment	NOUN
gssr-621	204	20	steps	step	NOUN
gssr-621	204	21	may	may	AUX
gssr-621	204	22	be	be	AUX
gssr-621	204	23	required	require	VERB
gssr-621	204	24	.	.	PUNCT
gssr-621	205	1	preprocessing	preprocesse	VERB
gssr-621	205	2	involves	involve	VERB
gssr-621	205	3	activities	activity	NOUN
gssr-621	205	4	such	such	ADJ
gssr-621	205	5	as	as	ADP
gssr-621	205	6	size	size	NOUN
gssr-621	205	7	reduction	reduction	NOUN
gssr-621	205	8	(	(	PUNCT
gssr-621	205	9	e.g.	e.g.	ADV
gssr-621	205	10	,	,	PUNCT
gssr-621	205	11	grinding	grind	VERB
gssr-621	205	12	,	,	PUNCT
gssr-621	205	13	chopping	chopping	NOUN
gssr-621	205	14	)	)	PUNCT
gssr-621	205	15	and	and	CCONJ
gssr-621	205	16	drying	dry	VERB
gssr-621	205	17	to	to	PART
gssr-621	205	18	enhance	enhance	VERB
gssr-621	205	19	the	the	DET
gssr-621	205	20	feedstock	feedstock	NOUN
gssr-621	205	21	's	's	PART
gssr-621	205	22	processability	processability	NOUN
gssr-621	205	23	(	(	PUNCT
gssr-621	205	24	prithviraj	prithviraj	PROPN
gssr-621	205	25	et	et	PROPN
gssr-621	205	26	al	al	PROPN
gssr-621	205	27	.	.	PROPN
gssr-621	205	28	,	,	PUNCT
gssr-621	205	29	2020	2020	NUM
gssr-621	205	30	)	)	PUNCT
gssr-621	205	31	.	.	PUNCT
gssr-621	206	1	pretreatment	pretreatment	NOUN
gssr-621	206	2	methods	method	NOUN
gssr-621	206	3	,	,	PUNCT
gssr-621	206	4	such	such	ADJ
gssr-621	206	5	as	as	ADP
gssr-621	206	6	steam	steam	NOUN
gssr-621	206	7	explosion	explosion	NOUN
gssr-621	206	8	,	,	PUNCT
gssr-621	206	9	liquid	liquid	ADJ
gssr-621	206	10	hot	hot	ADJ
gssr-621	206	11	water	water	NOUN
gssr-621	206	12	treatment	treatment	NOUN
gssr-621	206	13	,	,	PUNCT
gssr-621	206	14	or	or	CCONJ
gssr-621	206	15	acid	acid	NOUN
gssr-621	206	16	pretreatment	pretreatment	NOUN
gssr-621	206	17	,	,	PUNCT
gssr-621	206	18	can	can	AUX
gssr-621	206	19	be	be	AUX
gssr-621	206	20	applied	apply	VERB
gssr-621	206	21	to	to	PART
gssr-621	206	22	enhance	enhance	VERB
gssr-621	206	23	the	the	DET
gssr-621	206	24	accessibility	accessibility	NOUN
gssr-621	206	25	of	of	ADP
gssr-621	206	26	cellulose	cellulose	NOUN
gssr-621	206	27	and	and	CCONJ
gssr-621	206	28	hemicellulose	hemicellulose	NOUN
gssr-621	206	29	for	for	ADP
gssr-621	206	30	subsequent	subsequent	ADJ
gssr-621	206	31	hydrolysis	hydrolysis	NOUN
gssr-621	206	32	(	(	PUNCT
gssr-621	206	33	li	li	PROPN
gssr-621	206	34	et	et	PROPN
gssr-621	206	35	al	al	PROPN
gssr-621	206	36	.	.	PROPN
gssr-621	206	37	,	,	PUNCT
gssr-621	206	38	2019	2019	NUM
gssr-621	206	39	;	;	PUNCT
gssr-621	206	40	shukla	shukla	NOUN
gssr-621	206	41	et	et	PROPN
gssr-621	206	42	al	al	PROPN
gssr-621	206	43	.	.	PROPN
gssr-621	206	44	,	,	PUNCT
gssr-621	206	45	2023	2023	NUM
gssr-621	206	46	)	)	PUNCT
gssr-621	206	47	.	.	PUNCT
gssr-621	207	1	enzymatic	enzymatic	ADJ
gssr-621	207	2	hydrolysis	hydrolysis	NOUN
gssr-621	207	3	is	be	AUX
gssr-621	207	4	a	a	DET
gssr-621	207	5	commonly	commonly	ADV
gssr-621	207	6	employed	employ	VERB
gssr-621	207	7	method	method	NOUN
gssr-621	207	8	for	for	ADP
gssr-621	207	9	converting	convert	VERB
gssr-621	207	10	agricultural	agricultural	ADJ
gssr-621	207	11	residues	residue	NOUN
gssr-621	207	12	into	into	ADP
gssr-621	207	13	glucose	glucose	NOUN
gssr-621	207	14	.	.	PUNCT
gssr-621	208	1	specific	specific	ADJ
gssr-621	208	2	enzymes	enzyme	NOUN
gssr-621	208	3	,	,	PUNCT
gssr-621	208	4	such	such	ADJ
gssr-621	208	5	as	as	ADP
gssr-621	208	6	cellulases	cellulase	NOUN
gssr-621	208	7	and	and	CCONJ
gssr-621	208	8	hemicellulases	hemicellulase	NOUN
gssr-621	208	9	,	,	PUNCT
gssr-621	208	10	are	be	AUX
gssr-621	208	11	used	use	VERB
gssr-621	208	12	to	to	PART
gssr-621	208	13	break	break	VERB
gssr-621	208	14	down	down	ADP
gssr-621	208	15	the	the	DET
gssr-621	208	16	cellulose	cellulose	NOUN
gssr-621	208	17	and	and	CCONJ
gssr-621	208	18	hemicellulose	hemicellulose	NOUN
gssr-621	208	19	components	component	NOUN
gssr-621	208	20	into	into	ADP
gssr-621	208	21	glucose	glucose	NOUN
gssr-621	208	22	(	(	PUNCT
gssr-621	208	23	jayasekara	jayasekara	PROPN
gssr-621	208	24	&	&	CCONJ
gssr-621	208	25	ratnayake	ratnayake	PROPN
gssr-621	208	26	,	,	PUNCT
gssr-621	208	27	2019	2019	NUM
gssr-621	208	28	)	)	PUNCT
gssr-621	208	29	.	.	PUNCT
gssr-621	209	1	enzymatic	enzymatic	ADJ
gssr-621	209	2	hydrolysis	hydrolysis	NOUN
gssr-621	209	3	offers	offer	VERB
gssr-621	209	4	several	several	ADJ
gssr-621	209	5	advantages	advantage	NOUN
gssr-621	209	6	,	,	PUNCT
gssr-621	209	7	including	include	VERB
gssr-621	209	8	high	high	ADJ
gssr-621	209	9	selectivity	selectivity	NOUN
gssr-621	209	10	,	,	PUNCT
gssr-621	209	11	mild	mild	ADJ
gssr-621	209	12	operating	operating	NOUN
gssr-621	209	13	conditions	condition	NOUN
gssr-621	209	14	,	,	PUNCT
gssr-621	209	15	and	and	CCONJ
gssr-621	209	16	compatibility	compatibility	NOUN
gssr-621	209	17	with	with	ADP
gssr-621	209	18	a	a	DET
gssr-621	209	19	wide	wide	ADJ
gssr-621	209	20	range	range	NOUN
gssr-621	209	21	of	of	ADP
gssr-621	209	22	agricultural	agricultural	ADJ
gssr-621	209	23	residues	residue	NOUN
gssr-621	209	24	.	.	PUNCT
gssr-621	210	1	however	however	ADV
gssr-621	210	2	,	,	PUNCT
gssr-621	210	3	the	the	DET
gssr-621	210	4	cost	cost	NOUN
gssr-621	210	5	of	of	ADP
gssr-621	210	6	enzymes	enzyme	NOUN
gssr-621	210	7	and	and	CCONJ
gssr-621	210	8	the	the	DET
gssr-621	210	9	need	need	NOUN
gssr-621	210	10	for	for	ADP
gssr-621	210	11	longer	long	ADJ
gssr-621	210	12	reaction	reaction	NOUN
gssr-621	210	13	times	time	NOUN
gssr-621	210	14	are	be	AUX
gssr-621	210	15	considerations	consideration	NOUN
gssr-621	210	16	for	for	ADP
gssr-621	210	17	process	process	NOUN
gssr-621	210	18	economics	economic	NOUN
gssr-621	210	19	.	.	PUNCT
gssr-621	211	1	acid	acid	NOUN
gssr-621	211	2	hydrolysis	hydrolysis	NOUN
gssr-621	211	3	can	can	AUX
gssr-621	211	4	also	also	ADV
gssr-621	211	5	be	be	AUX
gssr-621	211	6	used	use	VERB
gssr-621	211	7	to	to	PART
gssr-621	211	8	convert	convert	VERB
gssr-621	211	9	agricultural	agricultural	ADJ
gssr-621	211	10	residues	residue	NOUN
gssr-621	211	11	into	into	ADP
gssr-621	211	12	glucose	glucose	NOUN
gssr-621	211	13	.	.	PUNCT
gssr-621	212	1	strong	strong	ADJ
gssr-621	212	2	acids	acid	NOUN
gssr-621	212	3	,	,	PUNCT
gssr-621	212	4	such	such	ADJ
gssr-621	212	5	as	as	ADP
gssr-621	212	6	sulfuric	sulfuric	ADJ
gssr-621	212	7	acid	acid	NOUN
gssr-621	212	8	or	or	CCONJ
gssr-621	212	9	hydrochloric	hydrochloric	ADJ
gssr-621	212	10	acid	acid	NOUN
gssr-621	212	11	,	,	PUNCT
gssr-621	212	12	are	be	AUX
gssr-621	212	13	typically	typically	ADV
gssr-621	212	14	employed	employ	VERB
gssr-621	212	15	to	to	PART
gssr-621	212	16	break	break	VERB
gssr-621	212	17	down	down	ADP
gssr-621	212	18	the	the	DET
gssr-621	212	19	polysaccharides	polysaccharide	NOUN
gssr-621	212	20	into	into	ADP
gssr-621	212	21	their	their	PRON
gssr-621	212	22	constituent	constituent	NOUN
gssr-621	212	23	sugars	sugar	NOUN
gssr-621	212	24	(	(	PUNCT
gssr-621	212	25	adeoye	adeoye	VERB
gssr-621	212	26	et	et	PROPN
gssr-621	212	27	al	al	PROPN
gssr-621	212	28	.	.	PROPN
gssr-621	212	29	,	,	PUNCT
gssr-621	212	30	2019	2019	NUM
gssr-621	212	31	)	)	PUNCT
gssr-621	212	32	.	.	PUNCT
gssr-621	213	1	acid	acid	NOUN
gssr-621	213	2	hydrolysis	hydrolysis	NOUN
gssr-621	213	3	offers	offer	VERB
gssr-621	213	4	faster	fast	ADJ
gssr-621	213	5	reaction	reaction	NOUN
gssr-621	213	6	rates	rate	NOUN
gssr-621	213	7	compared	compare	VERB
gssr-621	213	8	to	to	ADP
gssr-621	213	9	enzymatic	enzymatic	ADJ
gssr-621	213	10	hydrolysis	hydrolysis	NOUN
gssr-621	213	11	.	.	PUNCT
gssr-621	214	1	however	however	ADV
gssr-621	214	2	,	,	PUNCT
gssr-621	214	3	it	it	PRON
gssr-621	214	4	may	may	AUX
gssr-621	214	5	lead	lead	VERB
gssr-621	214	6	to	to	ADP
gssr-621	214	7	sugar	sugar	NOUN
gssr-621	214	8	degradation	degradation	NOUN
gssr-621	214	9	,	,	PUNCT
gssr-621	214	10	formation	formation	NOUN
gssr-621	214	11	of	of	ADP
gssr-621	214	12	inhibitory	inhibitory	ADJ
gssr-621	214	13	compounds	compound	NOUN
gssr-621	214	14	,	,	PUNCT
gssr-621	214	15	and	and	CCONJ
gssr-621	214	16	corrosion	corrosion	NOUN
gssr-621	214	17	issues	issue	NOUN
gssr-621	214	18	,	,	PUNCT
gssr-621	214	19	requiring	require	VERB
gssr-621	214	20	proper	proper	ADJ
gssr-621	214	21	process	process	NOUN
gssr-621	214	22	optimization	optimization	NOUN
gssr-621	214	23	and	and	CCONJ
gssr-621	214	24	waste	waste	NOUN
gssr-621	214	25	management	management	NOUN
gssr-621	214	26	strategies	strategy	NOUN
gssr-621	214	27	.	.	PUNCT
gssr-621	215	1	to	to	PART
gssr-621	215	2	maximize	maximize	VERB
gssr-621	215	3	glucose	glucose	NOUN
gssr-621	215	4	production	production	NOUN
gssr-621	215	5	from	from	ADP
gssr-621	215	6	agricultural	agricultural	ADJ
gssr-621	215	7	residues	residue	NOUN
gssr-621	215	8	,	,	PUNCT
gssr-621	215	9	process	process	NOUN
gssr-621	215	10	optimization	optimization	NOUN
gssr-621	215	11	and	and	CCONJ
gssr-621	215	12	integration	integration	NOUN
gssr-621	215	13	strategies	strategy	NOUN
gssr-621	215	14	can	can	AUX
gssr-621	215	15	be	be	AUX
gssr-621	215	16	employed	employ	VERB
gssr-621	215	17	(	(	PUNCT
gssr-621	215	18	kiran	kiran	PROPN
gssr-621	215	19	&	&	CCONJ
gssr-621	215	20	trzcinski	trzcinski	PROPN
gssr-621	215	21	,	,	PUNCT
gssr-621	215	22	2017	2017	NUM
gssr-621	215	23	)	)	PUNCT
gssr-621	215	24	.	.	PUNCT
gssr-621	216	1	this	this	PRON
gssr-621	216	2	includes	include	VERB
gssr-621	216	3	optimizing	optimize	VERB
gssr-621	216	4	factors	factor	NOUN
gssr-621	216	5	such	such	ADJ
gssr-621	216	6	as	as	ADP
gssr-621	216	7	temperature	temperature	NOUN
gssr-621	216	8	,	,	PUNCT
gssr-621	216	9	ph	ph	ADJ
gssr-621	216	10	,	,	PUNCT
gssr-621	216	11	residence	residence	NOUN
gssr-621	216	12	time	time	NOUN
gssr-621	216	13	,	,	PUNCT
gssr-621	216	14	enzyme	enzyme	NOUN
gssr-621	216	15	loading	loading	NOUN
gssr-621	216	16	(	(	PUNCT
gssr-621	216	17	in	in	ADP
gssr-621	216	18	enzymatic	enzymatic	ADJ
gssr-621	216	19	hydrolysis	hydrolysis	NOUN
gssr-621	216	20	)	)	PUNCT
gssr-621	216	21	,	,	PUNCT
gssr-621	216	22	acid	acid	NOUN
gssr-621	216	23	concentration	concentration	NOUN
gssr-621	216	24	(	(	PUNCT
gssr-621	216	25	in	in	ADP
gssr-621	216	26	acid	acid	NOUN
gssr-621	216	27	hydrolysis	hydrolysis	NOUN
gssr-621	216	28	)	)	PUNCT
gssr-621	216	29	,	,	PUNCT
gssr-621	216	30	and	and	CCONJ
gssr-621	216	31	solid	solid	ADJ
gssr-621	216	32	-	-	PUNCT
gssr-621	216	33	liquid	liquid	ADJ
gssr-621	216	34	ratios	ratio	NOUN
gssr-621	216	35	.	.	PUNCT
gssr-621	217	1	integration	integration	NOUN
gssr-621	217	2	with	with	ADP
gssr-621	217	3	other	other	ADJ
gssr-621	217	4	pretreatment	pretreatment	NOUN
gssr-621	217	5	techniques	technique	NOUN
gssr-621	217	6	or	or	CCONJ
gssr-621	217	7	biorefinery	biorefinery	NOUN
gssr-621	217	8	concepts	concept	NOUN
gssr-621	217	9	,	,	PUNCT
gssr-621	217	10	such	such	ADJ
gssr-621	217	11	as	as	ADP
gssr-621	217	12	combining	combine	VERB
gssr-621	217	13	acid	acid	NOUN
gssr-621	217	14	hydrolysis	hydrolysis	NOUN
gssr-621	217	15	with	with	ADP
gssr-621	217	16	fermentation	fermentation	NOUN
gssr-621	217	17	or	or	CCONJ
gssr-621	217	18	utilizing	utilize	VERB
gssr-621	217	19	lignin	lignin	NOUN
gssr-621	217	20	coproducts	coproduct	NOUN
gssr-621	217	21	,	,	PUNCT
gssr-621	217	22	can	can	AUX
gssr-621	217	23	enhance	enhance	VERB
gssr-621	217	24	overall	overall	ADJ
gssr-621	217	25	process	process	NOUN
gssr-621	217	26	efficiency	efficiency	NOUN
gssr-621	217	27	and	and	CCONJ
gssr-621	217	28	resource	resource	NOUN
gssr-621	217	29	utilization	utilization	NOUN
gssr-621	217	30	.	.	PUNCT
gssr-621	218	1	the	the	DET
gssr-621	218	2	utilization	utilization	NOUN
gssr-621	218	3	of	of	ADP
gssr-621	218	4	agricultural	agricultural	ADJ
gssr-621	218	5	residues	residue	NOUN
gssr-621	218	6	as	as	ADP
gssr-621	218	7	feedstocks	feedstock	NOUN
gssr-621	218	8	for	for	ADP
gssr-621	218	9	glucose	glucose	NOUN
gssr-621	218	10	production	production	NOUN
gssr-621	218	11	offers	offer	VERB
gssr-621	218	12	several	several	ADJ
gssr-621	218	13	sustainability	sustainability	NOUN
gssr-621	218	14	benefits	benefit	NOUN
gssr-621	218	15	(	(	PUNCT
gssr-621	218	16	oyola	oyola	PROPN
gssr-621	218	17	-	-	PUNCT
gssr-621	218	18	rivera	rivera	PROPN
gssr-621	218	19	et	et	PROPN
gssr-621	218	20	al	al	PROPN
gssr-621	218	21	.	.	PROPN
gssr-621	218	22	,	,	PUNCT
gssr-621	218	23	2018	2018	NUM
gssr-621	218	24	)	)	PUNCT
gssr-621	218	25	.	.	PUNCT
gssr-621	219	1	it	it	PRON
gssr-621	219	2	reduces	reduce	VERB
gssr-621	219	3	waste	waste	NOUN
gssr-621	219	4	generation	generation	NOUN
gssr-621	219	5	,	,	PUNCT
gssr-621	219	6	maximizes	maximize	VERB
gssr-621	219	7	the	the	DET
gssr-621	219	8	use	use	NOUN
gssr-621	219	9	of	of	ADP
gssr-621	219	10	available	available	ADJ
gssr-621	219	11	biomass	biomass	NOUN
gssr-621	219	12	resources	resource	NOUN
gssr-621	219	13	,	,	PUNCT
gssr-621	219	14	and	and	CCONJ
gssr-621	219	15	contributes	contribute	VERB
gssr-621	219	16	to	to	ADP
gssr-621	219	17	the	the	DET
gssr-621	219	18	development	development	NOUN
gssr-621	219	19	of	of	ADP
gssr-621	219	20	a	a	DET
gssr-621	219	21	circular	circular	ADJ
gssr-621	219	22	economy	economy	NOUN
gssr-621	219	23	.	.	PUNCT
gssr-621	220	1	additionally	additionally	ADV
gssr-621	220	2	,	,	PUNCT
gssr-621	220	3	utilizing	utilize	VERB
gssr-621	220	4	agricultural	agricultural	ADJ
gssr-621	220	5	residues	residue	NOUN
gssr-621	220	6	for	for	ADP
gssr-621	220	7	bio	bio	NOUN
gssr-621	220	8	-	-	PUNCT
gssr-621	220	9	based	base	VERB
gssr-621	220	10	processes	process	NOUN
gssr-621	220	11	helps	helps	AUX
gssr-621	220	12	reduce	reduce	VERB
gssr-621	220	13	greenhouse	greenhouse	NOUN
gssr-621	220	14	gas	gas	NOUN
gssr-621	220	15	emissions	emission	NOUN
gssr-621	220	16	by	by	ADP
gssr-621	220	17	replacing	replace	VERB
gssr-621	220	18	fossil	fossil	NOUN
gssr-621	220	19	-	-	PUNCT
gssr-621	220	20	based	base	VERB
gssr-621	220	21	feedstocks	feedstock	NOUN
gssr-621	220	22	and	and	CCONJ
gssr-621	220	23	minimizing	minimize	VERB
gssr-621	220	24	reliance	reliance	NOUN
gssr-621	220	25	on	on	ADP
gssr-621	220	26	non	non	ADJ
gssr-621	220	27	-	-	ADJ
gssr-621	220	28	renewable	renewable	ADJ
gssr-621	220	29	resources	resource	NOUN
gssr-621	220	30	.	.	PUNCT
gssr-621	221	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	221	2	global	global	ADJ
gssr-621	221	3	sustainability	sustainability	NOUN
gssr-621	221	4	research	research	NOUN
gssr-621	221	5	global	global	ADJ
gssr-621	221	6	scientific	scientific	ADJ
gssr-621	221	7	research	research	NOUN
gssr-621	221	8	86	86	NUM
gssr-621	221	9	forest	forest	NOUN
gssr-621	221	10	biomass	biomass	NOUN
gssr-621	221	11	and	and	CCONJ
gssr-621	221	12	lignocellulosic	lignocellulosic	ADJ
gssr-621	221	13	materials	material	NOUN
gssr-621	221	14	forest	forest	NOUN
gssr-621	221	15	biomass	biomass	NOUN
gssr-621	221	16	and	and	CCONJ
gssr-621	221	17	lignocellulosic	lignocellulosic	ADJ
gssr-621	221	18	materials	material	NOUN
gssr-621	221	19	consist	consist	VERB
gssr-621	221	20	mainly	mainly	ADV
gssr-621	221	21	of	of	ADP
gssr-621	221	22	cellulose	cellulose	NOUN
gssr-621	221	23	,	,	PUNCT
gssr-621	221	24	hemicellulose	hemicellulose	NOUN
gssr-621	221	25	,	,	PUNCT
gssr-621	221	26	and	and	CCONJ
gssr-621	221	27	lignin	lignin	NOUN
gssr-621	221	28	,	,	PUNCT
gssr-621	221	29	along	along	ADP
gssr-621	221	30	with	with	ADP
gssr-621	221	31	smaller	small	ADJ
gssr-621	221	32	amounts	amount	NOUN
gssr-621	221	33	of	of	ADP
gssr-621	221	34	extractives	extractive	NOUN
gssr-621	221	35	and	and	CCONJ
gssr-621	221	36	ash	ash	NOUN
gssr-621	221	37	.	.	PUNCT
gssr-621	222	1	cellulose	cellulose	NOUN
gssr-621	222	2	and	and	CCONJ
gssr-621	222	3	hemicellulose	hemicellulose	NOUN
gssr-621	222	4	are	be	AUX
gssr-621	222	5	polysaccharides	polysaccharide	NOUN
gssr-621	222	6	that	that	PRON
gssr-621	222	7	can	can	AUX
gssr-621	222	8	be	be	AUX
gssr-621	222	9	hydrolyzed	hydrolyze	VERB
gssr-621	222	10	into	into	ADP
gssr-621	222	11	glucose	glucose	NOUN
gssr-621	222	12	,	,	PUNCT
gssr-621	222	13	while	while	SCONJ
gssr-621	222	14	lignin	lignin	NOUN
gssr-621	222	15	provides	provide	VERB
gssr-621	222	16	structural	structural	ADJ
gssr-621	222	17	support	support	NOUN
gssr-621	222	18	to	to	ADP
gssr-621	222	19	the	the	DET
gssr-621	222	20	plant	plant	NOUN
gssr-621	222	21	and	and	CCONJ
gssr-621	222	22	contributes	contribute	VERB
gssr-621	222	23	to	to	ADP
gssr-621	222	24	the	the	DET
gssr-621	222	25	recalcitrance	recalcitrance	NOUN
gssr-621	222	26	of	of	ADP
gssr-621	222	27	lignocellulosic	lignocellulosic	ADJ
gssr-621	222	28	materials	material	NOUN
gssr-621	222	29	.	.	PUNCT
gssr-621	223	1	the	the	DET
gssr-621	223	2	exact	exact	ADJ
gssr-621	223	3	composition	composition	NOUN
gssr-621	223	4	varies	vary	VERB
gssr-621	223	5	depending	depend	VERB
gssr-621	223	6	on	on	ADP
gssr-621	223	7	factors	factor	NOUN
gssr-621	223	8	such	such	ADJ
gssr-621	223	9	as	as	ADP
gssr-621	223	10	tree	tree	NOUN
gssr-621	223	11	species	specie	NOUN
gssr-621	223	12	,	,	PUNCT
gssr-621	223	13	age	age	NOUN
gssr-621	223	14	,	,	PUNCT
gssr-621	223	15	and	and	CCONJ
gssr-621	223	16	growing	grow	VERB
gssr-621	223	17	conditions	condition	NOUN
gssr-621	223	18	(	(	PUNCT
gssr-621	223	19	augusto	augusto	NOUN
gssr-621	223	20	&	&	CCONJ
gssr-621	223	21	boca	boca	PROPN
gssr-621	223	22	,	,	PUNCT
gssr-621	223	23	2022	2022	NUM
gssr-621	223	24	)	)	PUNCT
gssr-621	223	25	.	.	PUNCT
gssr-621	224	1	forest	forest	NOUN
gssr-621	224	2	biomass	biomass	NOUN
gssr-621	224	3	and	and	CCONJ
gssr-621	224	4	lignocellulosic	lignocellulosic	ADJ
gssr-621	224	5	materials	material	NOUN
gssr-621	224	6	are	be	AUX
gssr-621	224	7	abundant	abundant	ADJ
gssr-621	224	8	and	and	CCONJ
gssr-621	224	9	widely	widely	ADV
gssr-621	224	10	available	available	ADJ
gssr-621	224	11	in	in	ADP
gssr-621	224	12	regions	region	NOUN
gssr-621	224	13	with	with	ADP
gssr-621	224	14	significant	significant	ADJ
gssr-621	224	15	forest	forest	NOUN
gssr-621	224	16	resources	resource	NOUN
gssr-621	224	17	.	.	PUNCT
gssr-621	225	1	they	they	PRON
gssr-621	225	2	can	can	AUX
gssr-621	225	3	be	be	AUX
gssr-621	225	4	sourced	source	VERB
gssr-621	225	5	from	from	ADP
gssr-621	225	6	various	various	ADJ
gssr-621	225	7	forestry	forestry	NOUN
gssr-621	225	8	operations	operation	NOUN
gssr-621	225	9	,	,	PUNCT
gssr-621	225	10	including	include	VERB
gssr-621	225	11	timber	timber	NOUN
gssr-621	225	12	harvesting	harvesting	NOUN
gssr-621	225	13	,	,	PUNCT
gssr-621	225	14	sawmills	sawmill	NOUN
gssr-621	225	15	,	,	PUNCT
gssr-621	225	16	and	and	CCONJ
gssr-621	225	17	forest	forest	NOUN
gssr-621	225	18	management	management	NOUN
gssr-621	225	19	activities	activity	NOUN
gssr-621	225	20	.	.	PUNCT
gssr-621	226	1	the	the	DET
gssr-621	226	2	availability	availability	NOUN
gssr-621	226	3	of	of	ADP
gssr-621	226	4	forest	forest	NOUN
gssr-621	226	5	biomass	biomass	NOUN
gssr-621	226	6	depends	depend	VERB
gssr-621	226	7	on	on	ADP
gssr-621	226	8	factors	factor	NOUN
gssr-621	226	9	such	such	ADJ
gssr-621	226	10	as	as	ADP
gssr-621	226	11	forest	forest	NOUN
gssr-621	226	12	management	management	NOUN
gssr-621	226	13	practices	practice	NOUN
gssr-621	226	14	,	,	PUNCT
gssr-621	226	15	land	land	NOUN
gssr-621	226	16	-	-	PUNCT
gssr-621	226	17	use	use	NOUN
gssr-621	226	18	policies	policy	NOUN
gssr-621	226	19	,	,	PUNCT
gssr-621	226	20	and	and	CCONJ
gssr-621	226	21	sustainability	sustainability	NOUN
gssr-621	226	22	considerations	consideration	NOUN
gssr-621	226	23	to	to	PART
gssr-621	226	24	ensure	ensure	VERB
gssr-621	226	25	responsible	responsible	ADJ
gssr-621	226	26	sourcing	sourcing	NOUN
gssr-621	226	27	.	.	PUNCT
gssr-621	227	1	before	before	SCONJ
gssr-621	227	2	forest	forest	NOUN
gssr-621	227	3	biomass	biomass	NOUN
gssr-621	227	4	and	and	CCONJ
gssr-621	227	5	lignocellulosic	lignocellulosic	ADJ
gssr-621	227	6	materials	material	NOUN
gssr-621	227	7	can	can	AUX
gssr-621	227	8	be	be	AUX
gssr-621	227	9	used	use	VERB
gssr-621	227	10	as	as	ADP
gssr-621	227	11	feedstocks	feedstock	NOUN
gssr-621	227	12	for	for	ADP
gssr-621	227	13	glucose	glucose	NOUN
gssr-621	227	14	production	production	NOUN
gssr-621	227	15	,	,	PUNCT
gssr-621	227	16	preprocessing	preprocessing	NOUN
gssr-621	227	17	and	and	CCONJ
gssr-621	227	18	pretreatment	pretreatment	NOUN
gssr-621	227	19	steps	step	NOUN
gssr-621	227	20	are	be	AUX
gssr-621	227	21	typically	typically	ADV
gssr-621	227	22	necessary	necessary	ADJ
gssr-621	227	23	(	(	PUNCT
gssr-621	227	24	jones	jones	PROPN
gssr-621	227	25	et	et	PROPN
gssr-621	227	26	al	al	PROPN
gssr-621	227	27	.	.	PROPN
gssr-621	227	28	,	,	PUNCT
gssr-621	227	29	2018	2018	NUM
gssr-621	227	30	)	)	PUNCT
gssr-621	227	31	.	.	PUNCT
gssr-621	228	1	preprocessing	preprocesse	VERB
gssr-621	228	2	involves	involve	VERB
gssr-621	228	3	activities	activity	NOUN
gssr-621	228	4	such	such	ADJ
gssr-621	228	5	as	as	ADP
gssr-621	228	6	chipping	chip	VERB
gssr-621	228	7	or	or	CCONJ
gssr-621	228	8	grinding	grind	VERB
gssr-621	228	9	to	to	PART
gssr-621	228	10	reduce	reduce	VERB
gssr-621	228	11	the	the	DET
gssr-621	228	12	size	size	NOUN
gssr-621	228	13	of	of	ADP
gssr-621	228	14	the	the	DET
gssr-621	228	15	biomass	biomass	NOUN
gssr-621	228	16	and	and	CCONJ
gssr-621	228	17	enhance	enhance	VERB
gssr-621	228	18	its	its	PRON
gssr-621	228	19	processability	processability	NOUN
gssr-621	228	20	.	.	PUNCT
gssr-621	229	1	pretreatment	pretreatment	NOUN
gssr-621	229	2	methods	method	NOUN
gssr-621	229	3	,	,	PUNCT
gssr-621	229	4	such	such	ADJ
gssr-621	229	5	as	as	ADP
gssr-621	229	6	steam	steam	NOUN
gssr-621	229	7	explosion	explosion	NOUN
gssr-621	229	8	,	,	PUNCT
gssr-621	229	9	acid	acid	NOUN
gssr-621	229	10	pretreatment	pretreatment	NOUN
gssr-621	229	11	,	,	PUNCT
gssr-621	229	12	or	or	CCONJ
gssr-621	229	13	organosolv	organosolv	ADJ
gssr-621	229	14	processes	process	NOUN
gssr-621	229	15	,	,	PUNCT
gssr-621	229	16	are	be	AUX
gssr-621	229	17	often	often	ADV
gssr-621	229	18	employed	employ	VERB
gssr-621	229	19	to	to	PART
gssr-621	229	20	disrupt	disrupt	VERB
gssr-621	229	21	the	the	DET
gssr-621	229	22	lignocellulosic	lignocellulosic	ADJ
gssr-621	229	23	structure	structure	NOUN
gssr-621	229	24	and	and	CCONJ
gssr-621	229	25	increase	increase	VERB
gssr-621	229	26	the	the	DET
gssr-621	229	27	accessibility	accessibility	NOUN
gssr-621	229	28	of	of	ADP
gssr-621	229	29	cellulose	cellulose	NOUN
gssr-621	229	30	and	and	CCONJ
gssr-621	229	31	hemicellulose	hemicellulose	NOUN
gssr-621	229	32	for	for	ADP
gssr-621	229	33	subsequent	subsequent	ADJ
gssr-621	229	34	hydrolysis	hydrolysis	NOUN
gssr-621	229	35	(	(	PUNCT
gssr-621	229	36	ansanay	ansanay	ADV
gssr-621	229	37	et	et	PROPN
gssr-621	229	38	al	al	PROPN
gssr-621	229	39	.	.	PROPN
gssr-621	229	40	,	,	PUNCT
gssr-621	229	41	2021	2021	NUM
gssr-621	229	42	)	)	PUNCT
gssr-621	229	43	.	.	PUNCT
gssr-621	230	1	enzymatic	enzymatic	ADJ
gssr-621	230	2	hydrolysis	hydrolysis	NOUN
gssr-621	230	3	is	be	AUX
gssr-621	230	4	a	a	DET
gssr-621	230	5	widely	widely	ADV
gssr-621	230	6	used	use	VERB
gssr-621	230	7	method	method	NOUN
gssr-621	230	8	for	for	ADP
gssr-621	230	9	converting	convert	VERB
gssr-621	230	10	forest	forest	NOUN
gssr-621	230	11	biomass	biomass	NOUN
gssr-621	230	12	and	and	CCONJ
gssr-621	230	13	lignocellulosic	lignocellulosic	ADJ
gssr-621	230	14	materials	material	NOUN
gssr-621	230	15	into	into	ADP
gssr-621	230	16	glucose	glucose	NOUN
gssr-621	230	17	(	(	PUNCT
gssr-621	230	18	zhou	zhou	PROPN
gssr-621	230	19	et	et	PROPN
gssr-621	230	20	al	al	PROPN
gssr-621	230	21	.	.	PROPN
gssr-621	230	22	,	,	PUNCT
gssr-621	230	23	2023	2023	NUM
gssr-621	230	24	)	)	PUNCT
gssr-621	230	25	.	.	PUNCT
gssr-621	231	1	specific	specific	ADJ
gssr-621	231	2	enzymes	enzyme	NOUN
gssr-621	231	3	,	,	PUNCT
gssr-621	231	4	such	such	ADJ
gssr-621	231	5	as	as	ADP
gssr-621	231	6	cellulases	cellulase	NOUN
gssr-621	231	7	and	and	CCONJ
gssr-621	231	8	hemicellulases	hemicellulase	NOUN
gssr-621	231	9	,	,	PUNCT
gssr-621	231	10	are	be	AUX
gssr-621	231	11	employed	employ	VERB
gssr-621	231	12	to	to	PART
gssr-621	231	13	break	break	VERB
gssr-621	231	14	down	down	ADP
gssr-621	231	15	the	the	DET
gssr-621	231	16	cellulose	cellulose	NOUN
gssr-621	231	17	and	and	CCONJ
gssr-621	231	18	hemicellulose	hemicellulose	NOUN
gssr-621	231	19	components	component	NOUN
gssr-621	231	20	into	into	ADP
gssr-621	231	21	glucose	glucose	NOUN
gssr-621	231	22	.	.	PUNCT
gssr-621	232	1	enzymatic	enzymatic	ADJ
gssr-621	232	2	hydrolysis	hydrolysis	NOUN
gssr-621	232	3	offers	offer	VERB
gssr-621	232	4	high	high	ADJ
gssr-621	232	5	selectivity	selectivity	NOUN
gssr-621	232	6	,	,	PUNCT
gssr-621	232	7	mild	mild	ADJ
gssr-621	232	8	operating	operating	NOUN
gssr-621	232	9	conditions	condition	NOUN
gssr-621	232	10	,	,	PUNCT
gssr-621	232	11	and	and	CCONJ
gssr-621	232	12	compatibility	compatibility	NOUN
gssr-621	232	13	with	with	ADP
gssr-621	232	14	various	various	ADJ
gssr-621	232	15	lignocellulosic	lignocellulosic	ADJ
gssr-621	232	16	materials	material	NOUN
gssr-621	232	17	.	.	PUNCT
gssr-621	233	1	however	however	ADV
gssr-621	233	2	,	,	PUNCT
gssr-621	233	3	factors	factor	NOUN
gssr-621	233	4	such	such	ADJ
gssr-621	233	5	as	as	ADP
gssr-621	233	6	enzyme	enzyme	NOUN
gssr-621	233	7	cost	cost	NOUN
gssr-621	233	8	,	,	PUNCT
gssr-621	233	9	enzyme	enzyme	NOUN
gssr-621	233	10	stability	stability	NOUN
gssr-621	233	11	,	,	PUNCT
gssr-621	233	12	and	and	CCONJ
gssr-621	233	13	the	the	DET
gssr-621	233	14	presence	presence	NOUN
gssr-621	233	15	of	of	ADP
gssr-621	233	16	inhibitory	inhibitory	ADJ
gssr-621	233	17	compounds	compound	NOUN
gssr-621	233	18	from	from	ADP
gssr-621	233	19	pretreatment	pretreatment	NOUN
gssr-621	233	20	may	may	AUX
gssr-621	233	21	impact	impact	VERB
gssr-621	233	22	the	the	DET
gssr-621	233	23	efficiency	efficiency	NOUN
gssr-621	233	24	and	and	CCONJ
gssr-621	233	25	economics	economic	NOUN
gssr-621	233	26	of	of	ADP
gssr-621	233	27	the	the	DET
gssr-621	233	28	process	process	NOUN
gssr-621	233	29	(	(	PUNCT
gssr-621	233	30	li	li	PROPN
gssr-621	233	31	et	et	PROPN
gssr-621	233	32	al	al	PROPN
gssr-621	233	33	.	.	PROPN
gssr-621	233	34	,	,	PUNCT
gssr-621	233	35	2019	2019	NUM
gssr-621	233	36	)	)	PUNCT
gssr-621	233	37	.	.	PUNCT
gssr-621	234	1	acid	acid	NOUN
gssr-621	234	2	hydrolysis	hydrolysis	NOUN
gssr-621	234	3	can	can	AUX
gssr-621	234	4	also	also	ADV
gssr-621	234	5	be	be	AUX
gssr-621	234	6	employed	employ	VERB
gssr-621	234	7	for	for	ADP
gssr-621	234	8	glucose	glucose	NOUN
gssr-621	234	9	production	production	NOUN
gssr-621	234	10	from	from	ADP
gssr-621	234	11	forest	forest	NOUN
gssr-621	234	12	biomass	biomass	NOUN
gssr-621	234	13	and	and	CCONJ
gssr-621	234	14	lignocellulosic	lignocellulosic	ADJ
gssr-621	234	15	materials	material	NOUN
gssr-621	234	16	.	.	PUNCT
gssr-621	235	1	strong	strong	ADJ
gssr-621	235	2	acids	acid	NOUN
gssr-621	235	3	,	,	PUNCT
gssr-621	235	4	such	such	ADJ
gssr-621	235	5	as	as	ADP
gssr-621	235	6	sulfuric	sulfuric	ADJ
gssr-621	235	7	acid	acid	NOUN
gssr-621	235	8	or	or	CCONJ
gssr-621	235	9	hydrochloric	hydrochloric	ADJ
gssr-621	235	10	acid	acid	NOUN
gssr-621	235	11	,	,	PUNCT
gssr-621	235	12	are	be	AUX
gssr-621	235	13	used	use	VERB
gssr-621	235	14	to	to	PART
gssr-621	235	15	hydrolyze	hydrolyze	VERB
gssr-621	235	16	the	the	DET
gssr-621	235	17	polysaccharides	polysaccharide	NOUN
gssr-621	235	18	into	into	ADP
gssr-621	235	19	their	their	PRON
gssr-621	235	20	constituent	constituent	NOUN
gssr-621	235	21	sugars	sugar	NOUN
gssr-621	235	22	.	.	PUNCT
gssr-621	236	1	acid	acid	NOUN
gssr-621	236	2	hydrolysis	hydrolysis	NOUN
gssr-621	236	3	offers	offer	VERB
gssr-621	236	4	faster	fast	ADJ
gssr-621	236	5	reaction	reaction	NOUN
gssr-621	236	6	rates	rate	NOUN
gssr-621	236	7	compared	compare	VERB
gssr-621	236	8	to	to	ADP
gssr-621	236	9	enzymatic	enzymatic	ADJ
gssr-621	236	10	hydrolysis	hydrolysis	NOUN
gssr-621	236	11	.	.	PUNCT
gssr-621	237	1	however	however	ADV
gssr-621	237	2	,	,	PUNCT
gssr-621	237	3	it	it	PRON
gssr-621	237	4	may	may	AUX
gssr-621	237	5	lead	lead	VERB
gssr-621	237	6	to	to	ADP
gssr-621	237	7	sugar	sugar	NOUN
gssr-621	237	8	degradation	degradation	NOUN
gssr-621	237	9	,	,	PUNCT
gssr-621	237	10	formation	formation	NOUN
gssr-621	237	11	of	of	ADP
gssr-621	237	12	inhibitory	inhibitory	ADJ
gssr-621	237	13	compounds	compound	NOUN
gssr-621	237	14	,	,	PUNCT
gssr-621	237	15	and	and	CCONJ
gssr-621	237	16	corrosiveness	corrosiveness	NOUN
gssr-621	237	17	issues	issue	NOUN
gssr-621	237	18	,	,	PUNCT
gssr-621	237	19	necessitating	necessitate	VERB
gssr-621	237	20	careful	careful	ADJ
gssr-621	237	21	process	process	NOUN
gssr-621	237	22	optimization	optimization	NOUN
gssr-621	237	23	and	and	CCONJ
gssr-621	237	24	waste	waste	NOUN
gssr-621	237	25	management	management	NOUN
gssr-621	237	26	strategies	strategy	NOUN
gssr-621	237	27	(	(	PUNCT
gssr-621	237	28	codato	codato	NOUN
gssr-621	237	29	-	-	PUNCT
gssr-621	237	30	zumpano	zumpano	PROPN
gssr-621	237	31	et	et	PROPN
gssr-621	237	32	al	al	PROPN
gssr-621	237	33	.	.	PROPN
gssr-621	237	34	,	,	PUNCT
gssr-621	237	35	2023	2023	NUM
gssr-621	237	36	)	)	PUNCT
gssr-621	237	37	.	.	PUNCT
gssr-621	238	1	to	to	PART
gssr-621	238	2	maximize	maximize	VERB
gssr-621	238	3	glucose	glucose	NOUN
gssr-621	238	4	production	production	NOUN
gssr-621	238	5	from	from	ADP
gssr-621	238	6	forest	forest	NOUN
gssr-621	238	7	biomass	biomass	NOUN
gssr-621	238	8	and	and	CCONJ
gssr-621	238	9	lignocellulosic	lignocellulosic	ADJ
gssr-621	238	10	materials	material	NOUN
gssr-621	238	11	,	,	PUNCT
gssr-621	238	12	process	process	NOUN
gssr-621	238	13	optimization	optimization	NOUN
gssr-621	238	14	and	and	CCONJ
gssr-621	238	15	integration	integration	NOUN
gssr-621	238	16	strategies	strategy	NOUN
gssr-621	238	17	can	can	AUX
gssr-621	238	18	be	be	AUX
gssr-621	238	19	implemented	implement	VERB
gssr-621	238	20	.	.	PUNCT
gssr-621	239	1	this	this	PRON
gssr-621	239	2	includes	include	VERB
gssr-621	239	3	optimizing	optimize	VERB
gssr-621	239	4	factors	factor	NOUN
gssr-621	239	5	such	such	ADJ
gssr-621	239	6	as	as	ADP
gssr-621	239	7	temperature	temperature	NOUN
gssr-621	239	8	,	,	PUNCT
gssr-621	239	9	acid	acid	NOUN
gssr-621	239	10	concentration	concentration	NOUN
gssr-621	239	11	(	(	PUNCT
gssr-621	239	12	in	in	ADP
gssr-621	239	13	acid	acid	NOUN
gssr-621	239	14	hydrolysis	hydrolysis	NOUN
gssr-621	239	15	)	)	PUNCT
gssr-621	239	16	,	,	PUNCT
gssr-621	239	17	residence	residence	NOUN
gssr-621	239	18	time	time	NOUN
gssr-621	239	19	,	,	PUNCT
gssr-621	239	20	solid	solid	ADJ
gssr-621	239	21	-	-	PUNCT
gssr-621	239	22	liquid	liquid	ADJ
gssr-621	239	23	ratios	ratio	NOUN
gssr-621	239	24	,	,	PUNCT
gssr-621	239	25	and	and	CCONJ
gssr-621	239	26	pretreatment	pretreatment	NOUN
gssr-621	239	27	conditions	condition	NOUN
gssr-621	239	28	.	.	PUNCT
gssr-621	240	1	integration	integration	NOUN
gssr-621	240	2	with	with	ADP
gssr-621	240	3	other	other	ADJ
gssr-621	240	4	biorefinery	biorefinery	NOUN
gssr-621	240	5	processes	process	NOUN
gssr-621	240	6	,	,	PUNCT
gssr-621	240	7	such	such	ADJ
gssr-621	240	8	as	as	ADP
gssr-621	240	9	lignin	lignin	NOUN
gssr-621	240	10	valorization	valorization	NOUN
gssr-621	240	11	,	,	PUNCT
gssr-621	240	12	fermentation	fermentation	NOUN
gssr-621	240	13	,	,	PUNCT
gssr-621	240	14	or	or	CCONJ
gssr-621	240	15	co	co	NOUN
gssr-621	240	16	-	-	NOUN
gssr-621	240	17	production	production	NOUN
gssr-621	240	18	of	of	ADP
gssr-621	240	19	other	other	ADJ
gssr-621	240	20	value	value	NOUN
gssr-621	240	21	-	-	PUNCT
gssr-621	240	22	added	add	VERB
gssr-621	240	23	products	product	NOUN
gssr-621	240	24	,	,	PUNCT
gssr-621	240	25	can	can	AUX
gssr-621	240	26	enhance	enhance	VERB
gssr-621	240	27	the	the	DET
gssr-621	240	28	overall	overall	ADJ
gssr-621	240	29	process	process	NOUN
gssr-621	240	30	efficiency	efficiency	NOUN
gssr-621	240	31	,	,	PUNCT
gssr-621	240	32	resource	resource	NOUN
gssr-621	240	33	utilization	utilization	NOUN
gssr-621	240	34	,	,	PUNCT
gssr-621	240	35	and	and	CCONJ
gssr-621	240	36	economic	economic	ADJ
gssr-621	240	37	viability	viability	NOUN
gssr-621	240	38	(	(	PUNCT
gssr-621	240	39	okonkwo	okonkwo	NOUN
gssr-621	240	40	et	et	PROPN
gssr-621	240	41	al	al	PROPN
gssr-621	240	42	.	.	PROPN
gssr-621	240	43	,	,	PUNCT
gssr-621	240	44	2022	2022	NUM
gssr-621	240	45	)	)	PUNCT
gssr-621	240	46	.	.	PUNCT
gssr-621	241	1	algal	algal	ADJ
gssr-621	241	2	biomass	biomass	NOUN
gssr-621	241	3	as	as	ADP
gssr-621	241	4	a	a	DET
gssr-621	241	5	potential	potential	ADJ
gssr-621	241	6	source	source	NOUN
gssr-621	241	7	algal	algal	ADJ
gssr-621	241	8	biomass	biomass	NOUN
gssr-621	241	9	consists	consist	VERB
gssr-621	241	10	of	of	ADP
gssr-621	241	11	various	various	ADJ
gssr-621	241	12	components	component	NOUN
gssr-621	241	13	,	,	PUNCT
gssr-621	241	14	including	include	VERB
gssr-621	241	15	proteins	protein	NOUN
gssr-621	241	16	,	,	PUNCT
gssr-621	241	17	lipids	lipid	NOUN
gssr-621	241	18	,	,	PUNCT
gssr-621	241	19	carbohydrates	carbohydrate	NOUN
gssr-621	241	20	,	,	PUNCT
gssr-621	241	21	pigments	pigment	NOUN
gssr-621	241	22	,	,	PUNCT
gssr-621	241	23	vitamins	vitamin	NOUN
gssr-621	241	24	,	,	PUNCT
gssr-621	241	25	and	and	CCONJ
gssr-621	241	26	minerals	mineral	NOUN
gssr-621	241	27	.	.	PUNCT
gssr-621	242	1	the	the	DET
gssr-621	242	2	carbohydrate	carbohydrate	NOUN
gssr-621	242	3	fraction	fraction	NOUN
gssr-621	242	4	,	,	PUNCT
gssr-621	242	5	which	which	PRON
gssr-621	242	6	includes	include	VERB
gssr-621	242	7	glucose	glucose	NOUN
gssr-621	242	8	and	and	CCONJ
gssr-621	242	9	other	other	ADJ
gssr-621	242	10	sugars	sugar	NOUN
gssr-621	242	11	,	,	PUNCT
gssr-621	242	12	can	can	AUX
gssr-621	242	13	be	be	AUX
gssr-621	242	14	extracted	extract	VERB
gssr-621	242	15	and	and	CCONJ
gssr-621	242	16	utilized	utilize	VERB
gssr-621	242	17	for	for	ADP
gssr-621	242	18	glucose	glucose	NOUN
gssr-621	242	19	production	production	NOUN
gssr-621	242	20	(	(	PUNCT
gssr-621	242	21	ruiz	ruiz	NOUN
gssr-621	242	22	et	et	PROPN
gssr-621	242	23	al	al	PROPN
gssr-621	242	24	.	.	PROPN
gssr-621	242	25	,	,	PUNCT
gssr-621	242	26	2020	2020	NUM
gssr-621	242	27	)	)	PUNCT
gssr-621	242	28	.	.	PUNCT
gssr-621	243	1	the	the	DET
gssr-621	243	2	exact	exact	ADJ
gssr-621	243	3	composition	composition	NOUN
gssr-621	243	4	of	of	ADP
gssr-621	243	5	algal	algal	ADJ
gssr-621	243	6	biomass	biomass	NOUN
gssr-621	243	7	varies	vary	VERB
gssr-621	243	8	depending	depend	VERB
gssr-621	243	9	on	on	ADP
gssr-621	243	10	the	the	DET
gssr-621	243	11	algal	algal	ADJ
gssr-621	243	12	species	specie	NOUN
gssr-621	243	13	,	,	PUNCT
gssr-621	243	14	cultivation	cultivation	NOUN
gssr-621	243	15	conditions	condition	NOUN
gssr-621	243	16	,	,	PUNCT
gssr-621	243	17	and	and	CCONJ
gssr-621	243	18	growth	growth	NOUN
gssr-621	243	19	phase	phase	NOUN
gssr-621	243	20	.	.	PUNCT
gssr-621	244	1	algae	algae	NOUN
gssr-621	244	2	are	be	AUX
gssr-621	244	3	found	find	VERB
gssr-621	244	4	in	in	ADP
gssr-621	244	5	diverse	diverse	ADJ
gssr-621	244	6	aquatic	aquatic	ADJ
gssr-621	244	7	environments	environment	NOUN
gssr-621	244	8	,	,	PUNCT
gssr-621	244	9	including	include	VERB
gssr-621	244	10	freshwater	freshwater	PROPN
gssr-621	244	11	,	,	PUNCT
gssr-621	244	12	marine	marine	ADJ
gssr-621	244	13	,	,	PUNCT
gssr-621	244	14	and	and	CCONJ
gssr-621	244	15	brackish	brackish	ADJ
gssr-621	244	16	water	water	NOUN
gssr-621	244	17	systems	system	NOUN
gssr-621	244	18	.	.	PUNCT
gssr-621	245	1	they	they	PRON
gssr-621	245	2	can	can	AUX
gssr-621	245	3	be	be	AUX
gssr-621	245	4	cultivated	cultivate	VERB
gssr-621	245	5	in	in	ADP
gssr-621	245	6	open	open	ADJ
gssr-621	245	7	ponds	pond	NOUN
gssr-621	245	8	,	,	PUNCT
gssr-621	245	9	closed	closed	ADJ
gssr-621	245	10	photobioreactors	photobioreactor	NOUN
gssr-621	245	11	,	,	PUNCT
gssr-621	245	12	or	or	CCONJ
gssr-621	245	13	other	other	ADJ
gssr-621	245	14	specialized	specialized	ADJ
gssr-621	245	15	systems	system	NOUN
gssr-621	245	16	.	.	PUNCT
gssr-621	246	1	algal	algal	ADJ
gssr-621	246	2	biomass	biomass	NOUN
gssr-621	246	3	has	have	VERB
gssr-621	246	4	the	the	DET
gssr-621	246	5	potential	potential	NOUN
gssr-621	246	6	to	to	PART
gssr-621	246	7	be	be	AUX
gssr-621	246	8	an	an	DET
gssr-621	246	9	abundant	abundant	ADJ
gssr-621	246	10	and	and	CCONJ
gssr-621	246	11	renewable	renewable	ADJ
gssr-621	246	12	feedstock	feedstock	NOUN
gssr-621	246	13	due	due	ADP
gssr-621	246	14	to	to	ADP
gssr-621	246	15	the	the	DET
gssr-621	246	16	high	high	ADJ
gssr-621	246	17	growth	growth	NOUN
gssr-621	246	18	rates	rate	NOUN
gssr-621	246	19	of	of	ADP
gssr-621	246	20	certain	certain	ADJ
gssr-621	246	21	algal	algal	ADJ
gssr-621	246	22	species	specie	NOUN
gssr-621	246	23	and	and	CCONJ
gssr-621	246	24	their	their	PRON
gssr-621	246	25	ability	ability	NOUN
gssr-621	246	26	to	to	PART
gssr-621	246	27	utilize	utilize	VERB
gssr-621	246	28	sunlight	sunlight	NOUN
gssr-621	246	29	and	and	CCONJ
gssr-621	246	30	carbon	carbon	NOUN
gssr-621	246	31	dioxide	dioxide	NOUN
gssr-621	246	32	for	for	ADP
gssr-621	246	33	photosynthesis	photosynthesis	NOUN
gssr-621	246	34	(	(	PUNCT
gssr-621	246	35	yang	yang	PROPN
gssr-621	246	36	et	et	PROPN
gssr-621	246	37	al	al	PROPN
gssr-621	246	38	.	.	PROPN
gssr-621	246	39	,	,	PUNCT
gssr-621	246	40	2023	2023	NUM
gssr-621	246	41	)	)	PUNCT
gssr-621	246	42	.	.	PUNCT
gssr-621	247	1	algal	algal	ADJ
gssr-621	247	2	biomass	biomass	NOUN
gssr-621	247	3	can	can	AUX
gssr-621	247	4	be	be	AUX
gssr-621	247	5	cultivated	cultivate	VERB
gssr-621	247	6	using	use	VERB
gssr-621	247	7	different	different	ADJ
gssr-621	247	8	cultivation	cultivation	NOUN
gssr-621	247	9	systems	system	NOUN
gssr-621	247	10	and	and	CCONJ
gssr-621	247	11	techniques	technique	NOUN
gssr-621	247	12	.	.	PUNCT
gssr-621	248	1	open	open	ADJ
gssr-621	248	2	pond	pond	NOUN
gssr-621	248	3	systems	system	NOUN
gssr-621	248	4	involve	involve	VERB
gssr-621	248	5	the	the	DET
gssr-621	248	6	cultivation	cultivation	NOUN
gssr-621	248	7	of	of	ADP
gssr-621	248	8	algae	algae	NOUN
gssr-621	248	9	in	in	ADP
gssr-621	248	10	large	large	ADJ
gssr-621	248	11	,	,	PUNCT
gssr-621	248	12	shallow	shallow	ADJ
gssr-621	248	13	ponds	pond	NOUN
gssr-621	248	14	exposed	expose	VERB
gssr-621	248	15	to	to	ADP
gssr-621	248	16	sunlight	sunlight	NOUN
gssr-621	248	17	.	.	PUNCT
gssr-621	249	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	249	2	global	global	ADJ
gssr-621	249	3	sustainability	sustainability	NOUN
gssr-621	249	4	research	research	NOUN
gssr-621	249	5	global	global	ADJ
gssr-621	249	6	scientific	scientific	ADJ
gssr-621	249	7	research	research	NOUN
gssr-621	249	8	87	87	NUM
gssr-621	249	9	closed	closed	ADJ
gssr-621	249	10	photobioreactors	photobioreactor	NOUN
gssr-621	249	11	provide	provide	VERB
gssr-621	249	12	a	a	DET
gssr-621	249	13	controlled	control	VERB
gssr-621	249	14	environment	environment	NOUN
gssr-621	249	15	,	,	PUNCT
gssr-621	249	16	allowing	allow	VERB
gssr-621	249	17	for	for	ADP
gssr-621	249	18	precise	precise	ADJ
gssr-621	249	19	control	control	NOUN
gssr-621	249	20	of	of	ADP
gssr-621	249	21	parameters	parameter	NOUN
gssr-621	249	22	such	such	ADJ
gssr-621	249	23	as	as	ADP
gssr-621	249	24	temperature	temperature	NOUN
gssr-621	249	25	,	,	PUNCT
gssr-621	249	26	light	light	ADJ
gssr-621	249	27	intensity	intensity	NOUN
gssr-621	249	28	,	,	PUNCT
gssr-621	249	29	and	and	CCONJ
gssr-621	249	30	nutrient	nutrient	ADJ
gssr-621	249	31	availability	availability	NOUN
gssr-621	249	32	.	.	PUNCT
gssr-621	250	1	algal	algal	ADJ
gssr-621	250	2	cultivation	cultivation	NOUN
gssr-621	250	3	requires	require	VERB
gssr-621	250	4	appropriate	appropriate	ADJ
gssr-621	250	5	nutrient	nutrient	NOUN
gssr-621	250	6	supply	supply	NOUN
gssr-621	250	7	,	,	PUNCT
gssr-621	250	8	including	include	VERB
gssr-621	250	9	carbon	carbon	NOUN
gssr-621	250	10	dioxide	dioxide	NOUN
gssr-621	250	11	,	,	PUNCT
gssr-621	250	12	nitrogen	nitrogen	NOUN
gssr-621	250	13	,	,	PUNCT
gssr-621	250	14	phosphorus	phosphorus	NOUN
gssr-621	250	15	,	,	PUNCT
gssr-621	250	16	and	and	CCONJ
gssr-621	250	17	micronutrients	micronutrient	NOUN
gssr-621	250	18	,	,	PUNCT
gssr-621	250	19	to	to	PART
gssr-621	250	20	support	support	VERB
gssr-621	250	21	optimal	optimal	ADJ
gssr-621	250	22	growth	growth	NOUN
gssr-621	250	23	and	and	CCONJ
gssr-621	250	24	carbohydrate	carbohydrate	VERB
gssr-621	250	25	accumulation	accumulation	NOUN
gssr-621	250	26	(	(	PUNCT
gssr-621	250	27	de	de	X
gssr-621	250	28	souza	souza	PROPN
gssr-621	250	29	et	et	PROPN
gssr-621	250	30	al	al	PROPN
gssr-621	250	31	.	.	PROPN
gssr-621	250	32	,	,	PUNCT
gssr-621	250	33	2019	2019	NUM
gssr-621	250	34	)	)	PUNCT
gssr-621	250	35	.	.	PUNCT
gssr-621	251	1	once	once	ADV
gssr-621	251	2	the	the	DET
gssr-621	251	3	algal	algal	ADJ
gssr-621	251	4	biomass	biomass	NOUN
gssr-621	251	5	has	have	AUX
gssr-621	251	6	reached	reach	VERB
gssr-621	251	7	the	the	DET
gssr-621	251	8	desired	desire	VERB
gssr-621	251	9	growth	growth	NOUN
gssr-621	251	10	stage	stage	NOUN
gssr-621	251	11	,	,	PUNCT
gssr-621	251	12	it	it	PRON
gssr-621	251	13	needs	need	VERB
gssr-621	251	14	to	to	PART
gssr-621	251	15	be	be	AUX
gssr-621	251	16	harvested	harvest	VERB
gssr-621	251	17	and	and	CCONJ
gssr-621	251	18	processed	process	VERB
gssr-621	251	19	to	to	PART
gssr-621	251	20	extract	extract	VERB
gssr-621	251	21	the	the	DET
gssr-621	251	22	carbohydrates	carbohydrate	NOUN
gssr-621	251	23	,	,	PUNCT
gssr-621	251	24	including	include	VERB
gssr-621	251	25	glucose	glucose	NOUN
gssr-621	251	26	(	(	PUNCT
gssr-621	251	27	huo	huo	NOUN
gssr-621	251	28	et	et	NOUN
gssr-621	251	29	al	al	PROPN
gssr-621	251	30	.	.	PROPN
gssr-621	251	31	,	,	PUNCT
gssr-621	251	32	2022	2022	NUM
gssr-621	251	33	)	)	PUNCT
gssr-621	251	34	.	.	PUNCT
gssr-621	252	1	harvesting	harvesting	NOUN
gssr-621	252	2	methods	method	NOUN
gssr-621	252	3	may	may	AUX
gssr-621	252	4	include	include	VERB
gssr-621	252	5	mechanical	mechanical	ADJ
gssr-621	252	6	methods	method	NOUN
gssr-621	252	7	(	(	PUNCT
gssr-621	252	8	e.g.	e.g.	ADV
gssr-621	252	9	,	,	PUNCT
gssr-621	252	10	centrifugation	centrifugation	NOUN
gssr-621	252	11	,	,	PUNCT
gssr-621	252	12	filtration	filtration	NOUN
gssr-621	252	13	)	)	PUNCT
gssr-621	252	14	or	or	CCONJ
gssr-621	252	15	physicochemical	physicochemical	ADJ
gssr-621	252	16	methods	method	NOUN
gssr-621	252	17	(	(	PUNCT
gssr-621	252	18	e.g.	e.g.	ADV
gssr-621	252	19	,	,	PUNCT
gssr-621	252	20	flocculation	flocculation	NOUN
gssr-621	252	21	,	,	PUNCT
gssr-621	252	22	sedimentation	sedimentation	NOUN
gssr-621	252	23	)	)	PUNCT
gssr-621	252	24	to	to	PART
gssr-621	252	25	separate	separate	VERB
gssr-621	252	26	the	the	DET
gssr-621	252	27	algae	algae	NOUN
gssr-621	252	28	from	from	ADP
gssr-621	252	29	the	the	DET
gssr-621	252	30	growth	growth	NOUN
gssr-621	252	31	medium	medium	NOUN
gssr-621	252	32	.	.	PUNCT
gssr-621	253	1	after	after	ADP
gssr-621	253	2	harvesting	harvesting	NOUN
gssr-621	253	3	,	,	PUNCT
gssr-621	253	4	the	the	DET
gssr-621	253	5	biomass	biomass	NOUN
gssr-621	253	6	can	can	AUX
gssr-621	253	7	undergo	undergo	VERB
gssr-621	253	8	further	further	ADJ
gssr-621	253	9	processing	processing	NOUN
gssr-621	253	10	steps	step	NOUN
gssr-621	253	11	,	,	PUNCT
gssr-621	253	12	such	such	ADJ
gssr-621	253	13	as	as	ADP
gssr-621	253	14	cell	cell	NOUN
gssr-621	253	15	disruption	disruption	NOUN
gssr-621	253	16	,	,	PUNCT
gssr-621	253	17	dewatering	dewatering	NOUN
gssr-621	253	18	,	,	PUNCT
gssr-621	253	19	and	and	CCONJ
gssr-621	253	20	extraction	extraction	NOUN
gssr-621	253	21	,	,	PUNCT
gssr-621	253	22	to	to	PART
gssr-621	253	23	obtain	obtain	VERB
gssr-621	253	24	the	the	DET
gssr-621	253	25	desired	desire	VERB
gssr-621	253	26	carbohydrate	carbohydrate	NOUN
gssr-621	253	27	fraction	fraction	NOUN
gssr-621	253	28	(	(	PUNCT
gssr-621	253	29	hamman	hamman	PROPN
gssr-621	253	30	et	et	PROPN
gssr-621	253	31	al	al	PROPN
gssr-621	253	32	.	.	PROPN
gssr-621	253	33	,	,	PUNCT
gssr-621	253	34	2018	2018	NUM
gssr-621	253	35	)	)	PUNCT
gssr-621	253	36	.	.	PUNCT
gssr-621	254	1	glucose	glucose	NOUN
gssr-621	254	2	production	production	NOUN
gssr-621	254	3	from	from	ADP
gssr-621	254	4	algal	algal	ADJ
gssr-621	254	5	biomass	biomass	NOUN
gssr-621	254	6	can	can	AUX
gssr-621	254	7	be	be	AUX
gssr-621	254	8	achieved	achieve	VERB
gssr-621	254	9	through	through	ADP
gssr-621	254	10	enzymatic	enzymatic	ADJ
gssr-621	254	11	hydrolysis	hydrolysis	NOUN
gssr-621	254	12	or	or	CCONJ
gssr-621	254	13	acid	acid	NOUN
gssr-621	254	14	hydrolysis	hydrolysis	NOUN
gssr-621	254	15	methods	method	NOUN
gssr-621	254	16	,	,	PUNCT
gssr-621	254	17	similar	similar	ADJ
gssr-621	254	18	to	to	ADP
gssr-621	254	19	other	other	ADJ
gssr-621	254	20	biomass	biomass	NOUN
gssr-621	254	21	feedstocks	feedstock	NOUN
gssr-621	254	22	.	.	PUNCT
gssr-621	255	1	enzymatic	enzymatic	ADJ
gssr-621	255	2	hydrolysis	hydrolysis	NOUN
gssr-621	255	3	involves	involve	VERB
gssr-621	255	4	the	the	DET
gssr-621	255	5	use	use	NOUN
gssr-621	255	6	of	of	ADP
gssr-621	255	7	specific	specific	ADJ
gssr-621	255	8	enzymes	enzyme	NOUN
gssr-621	255	9	,	,	PUNCT
gssr-621	255	10	such	such	ADJ
gssr-621	255	11	as	as	ADP
gssr-621	255	12	cellulases	cellulase	NOUN
gssr-621	255	13	and	and	CCONJ
gssr-621	255	14	hemicellulases	hemicellulase	NOUN
gssr-621	255	15	,	,	PUNCT
gssr-621	255	16	to	to	PART
gssr-621	255	17	break	break	VERB
gssr-621	255	18	down	down	ADP
gssr-621	255	19	the	the	DET
gssr-621	255	20	carbohydrates	carbohydrate	NOUN
gssr-621	255	21	into	into	ADP
gssr-621	255	22	glucose	glucose	NOUN
gssr-621	255	23	(	(	PUNCT
gssr-621	255	24	de	de	X
gssr-621	255	25	souza	souza	PROPN
gssr-621	255	26	et	et	PROPN
gssr-621	255	27	al	al	PROPN
gssr-621	255	28	.	.	PROPN
gssr-621	255	29	,	,	PUNCT
gssr-621	255	30	2019	2019	NUM
gssr-621	255	31	)	)	PUNCT
gssr-621	255	32	.	.	PUNCT
gssr-621	256	1	acid	acid	NOUN
gssr-621	256	2	hydrolysis	hydrolysis	NOUN
gssr-621	256	3	utilizes	utilize	VERB
gssr-621	256	4	strong	strong	ADJ
gssr-621	256	5	acids	acid	NOUN
gssr-621	256	6	,	,	PUNCT
gssr-621	256	7	such	such	ADJ
gssr-621	256	8	as	as	ADP
gssr-621	256	9	sulfuric	sulfuric	ADJ
gssr-621	256	10	acid	acid	NOUN
gssr-621	256	11	or	or	CCONJ
gssr-621	256	12	hydrochloric	hydrochloric	ADJ
gssr-621	256	13	acid	acid	NOUN
gssr-621	256	14	,	,	PUNCT
gssr-621	256	15	to	to	PART
gssr-621	256	16	hydrolyze	hydrolyze	VERB
gssr-621	256	17	the	the	DET
gssr-621	256	18	carbohydrates	carbohydrate	NOUN
gssr-621	256	19	.	.	PUNCT
gssr-621	257	1	the	the	DET
gssr-621	257	2	choice	choice	NOUN
gssr-621	257	3	of	of	ADP
gssr-621	257	4	hydrolysis	hydrolysis	NOUN
gssr-621	257	5	method	method	NOUN
gssr-621	257	6	depends	depend	VERB
gssr-621	257	7	on	on	ADP
gssr-621	257	8	factors	factor	NOUN
gssr-621	257	9	such	such	ADJ
gssr-621	257	10	as	as	ADP
gssr-621	257	11	the	the	DET
gssr-621	257	12	algal	algal	ADJ
gssr-621	257	13	species	specie	NOUN
gssr-621	257	14	,	,	PUNCT
gssr-621	257	15	biomass	biomass	NOUN
gssr-621	257	16	composition	composition	NOUN
gssr-621	257	17	,	,	PUNCT
gssr-621	257	18	process	process	NOUN
gssr-621	257	19	economics	economic	NOUN
gssr-621	257	20	,	,	PUNCT
gssr-621	257	21	and	and	CCONJ
gssr-621	257	22	desired	desire	VERB
gssr-621	257	23	end	end	NOUN
gssr-621	257	24	products	product	NOUN
gssr-621	257	25	.	.	PUNCT
gssr-621	258	1	algal	algal	ADJ
gssr-621	258	2	biomass	biomass	NOUN
gssr-621	258	3	holds	hold	VERB
gssr-621	258	4	significant	significant	ADJ
gssr-621	258	5	potential	potential	NOUN
gssr-621	258	6	as	as	ADP
gssr-621	258	7	a	a	DET
gssr-621	258	8	sustainable	sustainable	ADJ
gssr-621	258	9	feedstock	feedstock	NOUN
gssr-621	258	10	for	for	ADP
gssr-621	258	11	glucose	glucose	NOUN
gssr-621	258	12	production	production	NOUN
gssr-621	258	13	.	.	PUNCT
gssr-621	259	1	algae	algae	NOUN
gssr-621	259	2	have	have	VERB
gssr-621	259	3	a	a	DET
gssr-621	259	4	high	high	ADJ
gssr-621	259	5	photosynthetic	photosynthetic	ADJ
gssr-621	259	6	efficiency	efficiency	NOUN
gssr-621	259	7	and	and	CCONJ
gssr-621	259	8	can	can	AUX
gssr-621	259	9	utilize	utilize	VERB
gssr-621	259	10	carbon	carbon	NOUN
gssr-621	259	11	dioxide	dioxide	NOUN
gssr-621	259	12	,	,	PUNCT
gssr-621	259	13	thus	thus	ADV
gssr-621	259	14	contributing	contribute	VERB
gssr-621	259	15	to	to	ADP
gssr-621	259	16	carbon	carbon	NOUN
gssr-621	259	17	capture	capture	NOUN
gssr-621	259	18	and	and	CCONJ
gssr-621	259	19	potentially	potentially	ADV
gssr-621	259	20	mitigating	mitigate	VERB
gssr-621	259	21	greenhouse	greenhouse	NOUN
gssr-621	259	22	gas	gas	NOUN
gssr-621	259	23	emissions	emission	NOUN
gssr-621	259	24	.	.	PUNCT
gssr-621	260	1	algal	algal	ADJ
gssr-621	260	2	cultivation	cultivation	NOUN
gssr-621	260	3	can	can	AUX
gssr-621	260	4	also	also	ADV
gssr-621	260	5	be	be	AUX
gssr-621	260	6	integrated	integrate	VERB
gssr-621	260	7	with	with	ADP
gssr-621	260	8	wastewater	wastewater	NOUN
gssr-621	260	9	treatment	treatment	NOUN
gssr-621	260	10	,	,	PUNCT
gssr-621	260	11	nutrient	nutrient	ADJ
gssr-621	260	12	recycling	recycling	NOUN
gssr-621	260	13	,	,	PUNCT
gssr-621	260	14	and	and	CCONJ
gssr-621	260	15	the	the	DET
gssr-621	260	16	production	production	NOUN
gssr-621	260	17	of	of	ADP
gssr-621	260	18	other	other	ADJ
gssr-621	260	19	value	value	NOUN
gssr-621	260	20	-	-	PUNCT
gssr-621	260	21	added	add	VERB
gssr-621	260	22	products	product	NOUN
gssr-621	260	23	such	such	ADJ
gssr-621	260	24	as	as	ADP
gssr-621	260	25	biofuels	biofuel	NOUN
gssr-621	260	26	,	,	PUNCT
gssr-621	260	27	bioplastics	bioplastic	NOUN
gssr-621	260	28	,	,	PUNCT
gssr-621	260	29	or	or	CCONJ
gssr-621	260	30	animal	animal	NOUN
gssr-621	260	31	feed	feed	NOUN
gssr-621	260	32	(	(	PUNCT
gssr-621	260	33	ruiz	ruiz	NOUN
gssr-621	260	34	et	et	PROPN
gssr-621	260	35	al	al	PROPN
gssr-621	260	36	.	.	PROPN
gssr-621	260	37	,	,	PUNCT
gssr-621	260	38	2020	2020	NUM
gssr-621	260	39	)	)	PUNCT
gssr-621	260	40	.	.	PUNCT
gssr-621	261	1	however	however	ADV
gssr-621	261	2	,	,	PUNCT
gssr-621	261	3	certain	certain	ADJ
gssr-621	261	4	considerations	consideration	NOUN
gssr-621	261	5	,	,	PUNCT
gssr-621	261	6	such	such	ADJ
gssr-621	261	7	as	as	ADP
gssr-621	261	8	water	water	NOUN
gssr-621	261	9	and	and	CCONJ
gssr-621	261	10	nutrient	nutrient	NOUN
gssr-621	261	11	requirements	requirement	NOUN
gssr-621	261	12	,	,	PUNCT
gssr-621	261	13	cultivation	cultivation	NOUN
gssr-621	261	14	system	system	NOUN
gssr-621	261	15	scalability	scalability	NOUN
gssr-621	261	16	,	,	PUNCT
gssr-621	261	17	and	and	CCONJ
gssr-621	261	18	potential	potential	ADJ
gssr-621	261	19	ecological	ecological	ADJ
gssr-621	261	20	impacts	impact	NOUN
gssr-621	261	21	,	,	PUNCT
gssr-621	261	22	should	should	AUX
gssr-621	261	23	be	be	AUX
gssr-621	261	24	carefully	carefully	ADV
gssr-621	261	25	addressed	address	VERB
gssr-621	261	26	to	to	PART
gssr-621	261	27	ensure	ensure	VERB
gssr-621	261	28	the	the	DET
gssr-621	261	29	sustainability	sustainability	NOUN
gssr-621	261	30	of	of	ADP
gssr-621	261	31	algal	algal	ADJ
gssr-621	261	32	biomass	biomass	NOUN
gssr-621	261	33	utilization	utilization	NOUN
gssr-621	261	34	.	.	PUNCT
gssr-621	262	1	food	food	NOUN
gssr-621	262	2	waste	waste	NOUN
gssr-621	262	3	and	and	CCONJ
gssr-621	262	4	byproducts	byproduct	NOUN
gssr-621	262	5	food	food	NOUN
gssr-621	262	6	waste	waste	NOUN
gssr-621	262	7	and	and	CCONJ
gssr-621	262	8	byproducts	byproduct	NOUN
gssr-621	262	9	comprise	comprise	VERB
gssr-621	262	10	organic	organic	ADJ
gssr-621	262	11	materials	material	NOUN
gssr-621	262	12	from	from	ADP
gssr-621	262	13	agricultural	agricultural	ADJ
gssr-621	262	14	,	,	PUNCT
gssr-621	262	15	processing	processing	NOUN
gssr-621	262	16	,	,	PUNCT
gssr-621	262	17	distribution	distribution	NOUN
gssr-621	262	18	,	,	PUNCT
gssr-621	262	19	and	and	CCONJ
gssr-621	262	20	consumption	consumption	NOUN
gssr-621	262	21	activities	activity	NOUN
gssr-621	262	22	.	.	PUNCT
gssr-621	263	1	these	these	PRON
gssr-621	263	2	include	include	VERB
gssr-621	263	3	fruit	fruit	NOUN
gssr-621	263	4	and	and	CCONJ
gssr-621	263	5	vegetable	vegetable	NOUN
gssr-621	263	6	peels	peel	NOUN
gssr-621	263	7	,	,	PUNCT
gssr-621	263	8	trimmings	trimming	NOUN
gssr-621	263	9	,	,	PUNCT
gssr-621	263	10	discarded	discard	VERB
gssr-621	263	11	grains	grain	NOUN
gssr-621	263	12	,	,	PUNCT
gssr-621	263	13	food	food	NOUN
gssr-621	263	14	processing	processing	NOUN
gssr-621	263	15	residues	residue	NOUN
gssr-621	263	16	,	,	PUNCT
gssr-621	263	17	expired	expire	VERB
gssr-621	263	18	products	product	NOUN
gssr-621	263	19	,	,	PUNCT
gssr-621	263	20	and	and	CCONJ
gssr-621	263	21	other	other	ADJ
gssr-621	263	22	food	food	NOUN
gssr-621	263	23	-	-	PUNCT
gssr-621	263	24	related	relate	VERB
gssr-621	263	25	waste	waste	NOUN
gssr-621	263	26	.	.	PUNCT
gssr-621	264	1	the	the	DET
gssr-621	264	2	composition	composition	NOUN
gssr-621	264	3	of	of	ADP
gssr-621	264	4	food	food	NOUN
gssr-621	264	5	waste	waste	NOUN
gssr-621	264	6	and	and	CCONJ
gssr-621	264	7	byproducts	byproduct	NOUN
gssr-621	264	8	can	can	AUX
gssr-621	264	9	vary	vary	VERB
gssr-621	264	10	greatly	greatly	ADV
gssr-621	264	11	,	,	PUNCT
gssr-621	264	12	but	but	CCONJ
gssr-621	264	13	they	they	PRON
gssr-621	264	14	often	often	ADV
gssr-621	264	15	contain	contain	VERB
gssr-621	264	16	significant	significant	ADJ
gssr-621	264	17	amounts	amount	NOUN
gssr-621	264	18	of	of	ADP
gssr-621	264	19	carbohydrates	carbohydrate	NOUN
gssr-621	264	20	,	,	PUNCT
gssr-621	264	21	including	include	VERB
gssr-621	264	22	glucose	glucose	NOUN
gssr-621	264	23	and	and	CCONJ
gssr-621	264	24	other	other	ADJ
gssr-621	264	25	sugars	sugar	NOUN
gssr-621	264	26	,	,	PUNCT
gssr-621	264	27	along	along	ADP
gssr-621	264	28	with	with	ADP
gssr-621	264	29	proteins	protein	NOUN
gssr-621	264	30	,	,	PUNCT
gssr-621	264	31	lipids	lipid	NOUN
gssr-621	264	32	,	,	PUNCT
gssr-621	264	33	fibers	fiber	NOUN
gssr-621	264	34	,	,	PUNCT
gssr-621	264	35	and	and	CCONJ
gssr-621	264	36	other	other	ADJ
gssr-621	264	37	nutrients	nutrient	NOUN
gssr-621	264	38	(	(	PUNCT
gssr-621	264	39	okonkwo	okonkwo	NOUN
gssr-621	264	40	et	et	PROPN
gssr-621	264	41	al	al	PROPN
gssr-621	264	42	.	.	PROPN
gssr-621	264	43	,	,	PUNCT
gssr-621	264	44	2022	2022	NUM
gssr-621	264	45	)	)	PUNCT
gssr-621	264	46	.	.	PUNCT
gssr-621	265	1	food	food	NOUN
gssr-621	265	2	waste	waste	NOUN
gssr-621	265	3	and	and	CCONJ
gssr-621	265	4	byproducts	byproduct	NOUN
gssr-621	265	5	are	be	AUX
gssr-621	265	6	abundant	abundant	ADJ
gssr-621	265	7	and	and	CCONJ
gssr-621	265	8	readily	readily	ADV
gssr-621	265	9	available	available	ADJ
gssr-621	265	10	throughout	throughout	ADP
gssr-621	265	11	the	the	DET
gssr-621	265	12	food	food	NOUN
gssr-621	265	13	supply	supply	NOUN
gssr-621	265	14	chain	chain	NOUN
gssr-621	265	15	.	.	PUNCT
gssr-621	266	1	they	they	PRON
gssr-621	266	2	arise	arise	VERB
gssr-621	266	3	from	from	ADP
gssr-621	266	4	various	various	ADJ
gssr-621	266	5	sources	source	NOUN
gssr-621	266	6	,	,	PUNCT
gssr-621	266	7	including	include	VERB
gssr-621	266	8	households	household	NOUN
gssr-621	266	9	,	,	PUNCT
gssr-621	266	10	restaurants	restaurant	NOUN
gssr-621	266	11	,	,	PUNCT
gssr-621	266	12	food	food	NOUN
gssr-621	266	13	processing	processing	NOUN
gssr-621	266	14	facilities	facility	NOUN
gssr-621	266	15	,	,	PUNCT
gssr-621	266	16	and	and	CCONJ
gssr-621	266	17	retail	retail	ADJ
gssr-621	266	18	sectors	sector	NOUN
gssr-621	266	19	.	.	PUNCT
gssr-621	267	1	the	the	DET
gssr-621	267	2	quantity	quantity	NOUN
gssr-621	267	3	and	and	CCONJ
gssr-621	267	4	availability	availability	NOUN
gssr-621	267	5	of	of	ADP
gssr-621	267	6	food	food	NOUN
gssr-621	267	7	waste	waste	NOUN
gssr-621	267	8	and	and	CCONJ
gssr-621	267	9	byproducts	byproduct	NOUN
gssr-621	267	10	depend	depend	VERB
gssr-621	267	11	on	on	ADP
gssr-621	267	12	factors	factor	NOUN
gssr-621	267	13	such	such	ADJ
gssr-621	267	14	as	as	ADP
gssr-621	267	15	consumption	consumption	NOUN
gssr-621	267	16	patterns	pattern	NOUN
gssr-621	267	17	,	,	PUNCT
gssr-621	267	18	food	food	NOUN
gssr-621	267	19	handling	handling	NOUN
gssr-621	267	20	practices	practice	NOUN
gssr-621	267	21	,	,	PUNCT
gssr-621	267	22	and	and	CCONJ
gssr-621	267	23	waste	waste	NOUN
gssr-621	267	24	management	management	NOUN
gssr-621	267	25	systems	system	NOUN
gssr-621	267	26	.	.	PUNCT
gssr-621	268	1	efficient	efficient	ADJ
gssr-621	268	2	utilization	utilization	NOUN
gssr-621	268	3	of	of	ADP
gssr-621	268	4	these	these	DET
gssr-621	268	5	materials	material	NOUN
gssr-621	268	6	not	not	PART
gssr-621	268	7	only	only	ADV
gssr-621	268	8	reduces	reduce	VERB
gssr-621	268	9	waste	waste	NOUN
gssr-621	268	10	but	but	CCONJ
gssr-621	268	11	also	also	ADV
gssr-621	268	12	contributes	contribute	VERB
gssr-621	268	13	to	to	ADP
gssr-621	268	14	a	a	DET
gssr-621	268	15	circular	circular	ADJ
gssr-621	268	16	economy	economy	NOUN
gssr-621	268	17	and	and	CCONJ
gssr-621	268	18	resource	resource	NOUN
gssr-621	268	19	conservation	conservation	NOUN
gssr-621	268	20	(	(	PUNCT
gssr-621	268	21	yu	yu	PROPN
gssr-621	268	22	et	et	PROPN
gssr-621	268	23	al	al	PROPN
gssr-621	268	24	.	.	PROPN
gssr-621	268	25	,	,	PUNCT
gssr-621	268	26	2022	2022	NUM
gssr-621	268	27	)	)	PUNCT
gssr-621	268	28	.	.	PUNCT
gssr-621	269	1	prior	prior	ADV
gssr-621	269	2	to	to	ADP
gssr-621	269	3	glucose	glucose	NOUN
gssr-621	269	4	production	production	NOUN
gssr-621	269	5	,	,	PUNCT
gssr-621	269	6	food	food	NOUN
gssr-621	269	7	waste	waste	NOUN
gssr-621	269	8	and	and	CCONJ
gssr-621	269	9	byproducts	byproduct	NOUN
gssr-621	269	10	may	may	AUX
gssr-621	269	11	require	require	VERB
gssr-621	269	12	preprocessing	preprocessing	NOUN
gssr-621	269	13	and	and	CCONJ
gssr-621	269	14	pretreatment	pretreatment	NOUN
gssr-621	269	15	steps	step	NOUN
gssr-621	269	16	.	.	PUNCT
gssr-621	270	1	preprocessing	preprocesse	VERB
gssr-621	270	2	involves	involve	VERB
gssr-621	270	3	sorting	sorting	NOUN
gssr-621	270	4	,	,	PUNCT
gssr-621	270	5	cleaning	cleaning	NOUN
gssr-621	270	6	,	,	PUNCT
gssr-621	270	7	and	and	CCONJ
gssr-621	270	8	potentially	potentially	ADV
gssr-621	270	9	size	size	NOUN
gssr-621	270	10	reduction	reduction	NOUN
gssr-621	270	11	to	to	PART
gssr-621	270	12	remove	remove	VERB
gssr-621	270	13	non	non	ADJ
gssr-621	270	14	-	-	ADJ
gssr-621	270	15	biodegradable	biodegradable	ADJ
gssr-621	270	16	components	component	NOUN
gssr-621	270	17	and	and	CCONJ
gssr-621	270	18	improve	improve	VERB
gssr-621	270	19	processability	processability	NOUN
gssr-621	270	20	.	.	PUNCT
gssr-621	271	1	pretreatment	pretreatment	NOUN
gssr-621	271	2	methods	method	NOUN
gssr-621	271	3	,	,	PUNCT
gssr-621	271	4	such	such	ADJ
gssr-621	271	5	as	as	ADP
gssr-621	271	6	enzymatic	enzymatic	ADJ
gssr-621	271	7	or	or	CCONJ
gssr-621	271	8	acid	acid	ADJ
gssr-621	271	9	hydrolysis	hydrolysis	NOUN
gssr-621	271	10	,	,	PUNCT
gssr-621	271	11	can	can	AUX
gssr-621	271	12	be	be	AUX
gssr-621	271	13	employed	employ	VERB
gssr-621	271	14	to	to	PART
gssr-621	271	15	break	break	VERB
gssr-621	271	16	down	down	ADP
gssr-621	271	17	complex	complex	ADJ
gssr-621	271	18	carbohydrates	carbohydrate	NOUN
gssr-621	271	19	and	and	CCONJ
gssr-621	271	20	enhance	enhance	VERB
gssr-621	271	21	the	the	DET
gssr-621	271	22	release	release	NOUN
gssr-621	271	23	of	of	ADP
gssr-621	271	24	glucose	glucose	NOUN
gssr-621	271	25	(	(	PUNCT
gssr-621	271	26	zhou	zhou	PROPN
gssr-621	271	27	et	et	PROPN
gssr-621	271	28	al	al	PROPN
gssr-621	271	29	.	.	PROPN
gssr-621	271	30	,	,	PUNCT
gssr-621	271	31	2023	2023	NUM
gssr-621	271	32	)	)	PUNCT
gssr-621	271	33	.	.	PUNCT
gssr-621	272	1	additionally	additionally	ADV
gssr-621	272	2	,	,	PUNCT
gssr-621	272	3	degrading	degrade	VERB
gssr-621	272	4	enzymes	enzyme	NOUN
gssr-621	272	5	or	or	CCONJ
gssr-621	272	6	microbial	microbial	ADJ
gssr-621	272	7	fermentation	fermentation	NOUN
gssr-621	272	8	may	may	AUX
gssr-621	272	9	be	be	AUX
gssr-621	272	10	utilized	utilize	VERB
gssr-621	272	11	to	to	PART
gssr-621	272	12	convert	convert	VERB
gssr-621	272	13	more	more	ADJ
gssr-621	272	14	complex	complex	ADJ
gssr-621	272	15	food	food	NOUN
gssr-621	272	16	waste	waste	NOUN
gssr-621	272	17	components	component	NOUN
gssr-621	272	18	into	into	ADP
gssr-621	272	19	glucose	glucose	NOUN
gssr-621	272	20	or	or	CCONJ
gssr-621	272	21	other	other	ADJ
gssr-621	272	22	valuable	valuable	ADJ
gssr-621	272	23	products	product	NOUN
gssr-621	272	24	.	.	PUNCT
gssr-621	273	1	enzymatic	enzymatic	ADJ
gssr-621	273	2	hydrolysis	hydrolysis	NOUN
gssr-621	273	3	is	be	AUX
gssr-621	273	4	a	a	DET
gssr-621	273	5	common	common	ADJ
gssr-621	273	6	method	method	NOUN
gssr-621	273	7	for	for	ADP
gssr-621	273	8	converting	convert	VERB
gssr-621	273	9	food	food	NOUN
gssr-621	273	10	waste	waste	NOUN
gssr-621	273	11	and	and	CCONJ
gssr-621	273	12	byproducts	byproduct	NOUN
gssr-621	273	13	into	into	ADP
gssr-621	273	14	glucose	glucose	NOUN
gssr-621	273	15	.	.	PUNCT
gssr-621	274	1	specific	specific	ADJ
gssr-621	274	2	enzymes	enzyme	NOUN
gssr-621	274	3	,	,	PUNCT
gssr-621	274	4	such	such	ADJ
gssr-621	274	5	as	as	ADP
gssr-621	274	6	carbohydrases	carbohydrase	NOUN
gssr-621	274	7	,	,	PUNCT
gssr-621	274	8	can	can	AUX
gssr-621	274	9	be	be	AUX
gssr-621	274	10	employed	employ	VERB
gssr-621	274	11	to	to	PART
gssr-621	274	12	break	break	VERB
gssr-621	274	13	down	down	ADP
gssr-621	274	14	the	the	DET
gssr-621	274	15	complex	complex	ADJ
gssr-621	274	16	carbohydrates	carbohydrate	NOUN
gssr-621	274	17	present	present	ADJ
gssr-621	274	18	in	in	ADP
gssr-621	274	19	these	these	DET
gssr-621	274	20	materials	material	NOUN
gssr-621	274	21	(	(	PUNCT
gssr-621	274	22	yu	yu	PROPN
gssr-621	274	23	et	et	PROPN
gssr-621	274	24	al	al	PROPN
gssr-621	274	25	.	.	PROPN
gssr-621	274	26	,	,	PUNCT
gssr-621	274	27	2022	2022	NUM
gssr-621	274	28	)	)	PUNCT
gssr-621	274	29	.	.	PUNCT
gssr-621	275	1	enzymatic	enzymatic	ADJ
gssr-621	275	2	hydrolysis	hydrolysis	NOUN
gssr-621	275	3	offers	offer	VERB
gssr-621	275	4	high	high	ADJ
gssr-621	275	5	selectivity	selectivity	NOUN
gssr-621	275	6	,	,	PUNCT
gssr-621	275	7	mild	mild	ADJ
gssr-621	275	8	operating	operating	NOUN
gssr-621	275	9	conditions	condition	NOUN
gssr-621	275	10	,	,	PUNCT
gssr-621	275	11	and	and	CCONJ
gssr-621	275	12	compatibility	compatibility	NOUN
gssr-621	275	13	with	with	ADP
gssr-621	275	14	a	a	DET
gssr-621	275	15	wide	wide	ADJ
gssr-621	275	16	range	range	NOUN
gssr-621	275	17	of	of	ADP
gssr-621	275	18	food	food	NOUN
gssr-621	275	19	waste	waste	NOUN
gssr-621	275	20	and	and	CCONJ
gssr-621	275	21	byproduct	byproduct	NOUN
gssr-621	275	22	feedstocks	feedstock	NOUN
gssr-621	275	23	.	.	PUNCT
gssr-621	276	1	however	however	ADV
gssr-621	276	2	,	,	PUNCT
gssr-621	276	3	factors	factor	NOUN
gssr-621	276	4	such	such	ADJ
gssr-621	276	5	as	as	ADP
gssr-621	276	6	enzyme	enzyme	NOUN
gssr-621	276	7	cost	cost	NOUN
gssr-621	276	8	,	,	PUNCT
gssr-621	276	9	enzymatic	enzymatic	ADJ
gssr-621	276	10	stability	stability	NOUN
gssr-621	276	11	,	,	PUNCT
gssr-621	276	12	and	and	CCONJ
gssr-621	276	13	the	the	DET
gssr-621	276	14	presence	presence	NOUN
gssr-621	276	15	of	of	ADP
gssr-621	276	16	inhibitory	inhibitory	ADJ
gssr-621	276	17	compounds	compound	NOUN
gssr-621	276	18	from	from	ADP
gssr-621	276	19	the	the	DET
gssr-621	276	20	waste	waste	NOUN
gssr-621	276	21	stream	stream	NOUN
gssr-621	276	22	may	may	AUX
gssr-621	276	23	affect	affect	VERB
gssr-621	276	24	process	process	NOUN
gssr-621	276	25	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	276	26	global	global	ADJ
gssr-621	276	27	sustainability	sustainability	NOUN
gssr-621	276	28	research	research	NOUN
gssr-621	276	29	global	global	ADJ
gssr-621	276	30	scientific	scientific	ADJ
gssr-621	276	31	research	research	NOUN
gssr-621	276	32	88	88	NUM
gssr-621	276	33	efficiency	efficiency	NOUN
gssr-621	276	34	and	and	CCONJ
gssr-621	276	35	economics	economic	NOUN
gssr-621	276	36	.	.	PUNCT
gssr-621	277	1	acid	acid	NOUN
gssr-621	277	2	hydrolysis	hydrolysis	NOUN
gssr-621	277	3	can	can	AUX
gssr-621	277	4	also	also	ADV
gssr-621	277	5	be	be	AUX
gssr-621	277	6	utilized	utilize	VERB
gssr-621	277	7	for	for	ADP
gssr-621	277	8	glucose	glucose	NOUN
gssr-621	277	9	production	production	NOUN
gssr-621	277	10	from	from	ADP
gssr-621	277	11	food	food	NOUN
gssr-621	277	12	waste	waste	NOUN
gssr-621	277	13	and	and	CCONJ
gssr-621	277	14	byproducts	byproduct	NOUN
gssr-621	277	15	.	.	PUNCT
gssr-621	278	1	strong	strong	ADJ
gssr-621	278	2	acids	acid	NOUN
gssr-621	278	3	,	,	PUNCT
gssr-621	278	4	such	such	ADJ
gssr-621	278	5	as	as	ADP
gssr-621	278	6	sulfuric	sulfuric	ADJ
gssr-621	278	7	acid	acid	NOUN
gssr-621	278	8	or	or	CCONJ
gssr-621	278	9	hydrochloric	hydrochloric	ADJ
gssr-621	278	10	acid	acid	NOUN
gssr-621	278	11	,	,	PUNCT
gssr-621	278	12	are	be	AUX
gssr-621	278	13	used	use	VERB
gssr-621	278	14	to	to	PART
gssr-621	278	15	break	break	VERB
gssr-621	278	16	down	down	ADP
gssr-621	278	17	the	the	DET
gssr-621	278	18	carbohydrates	carbohydrate	NOUN
gssr-621	278	19	into	into	ADP
gssr-621	278	20	their	their	PRON
gssr-621	278	21	constituent	constituent	NOUN
gssr-621	278	22	sugars	sugar	NOUN
gssr-621	278	23	.	.	PUNCT
gssr-621	279	1	acid	acid	NOUN
gssr-621	279	2	hydrolysis	hydrolysis	NOUN
gssr-621	279	3	offers	offer	VERB
gssr-621	279	4	faster	fast	ADJ
gssr-621	279	5	reaction	reaction	NOUN
gssr-621	279	6	rates	rate	NOUN
gssr-621	279	7	compared	compare	VERB
gssr-621	279	8	to	to	ADP
gssr-621	279	9	enzymatic	enzymatic	ADJ
gssr-621	279	10	hydrolysis	hydrolysis	NOUN
gssr-621	279	11	and	and	CCONJ
gssr-621	279	12	can	can	AUX
gssr-621	279	13	handle	handle	VERB
gssr-621	279	14	a	a	DET
gssr-621	279	15	broader	broad	ADJ
gssr-621	279	16	range	range	NOUN
gssr-621	279	17	of	of	ADP
gssr-621	279	18	feedstocks	feedstock	NOUN
gssr-621	279	19	(	(	PUNCT
gssr-621	279	20	ebikade	ebikade	VERB
gssr-621	279	21	et	et	PROPN
gssr-621	279	22	al	al	PROPN
gssr-621	279	23	.	.	PROPN
gssr-621	279	24	,	,	PUNCT
gssr-621	279	25	2018	2018	NUM
gssr-621	279	26	)	)	PUNCT
gssr-621	279	27	.	.	PUNCT
gssr-621	280	1	however	however	ADV
gssr-621	280	2	,	,	PUNCT
gssr-621	280	3	it	it	PRON
gssr-621	280	4	requires	require	VERB
gssr-621	280	5	careful	careful	ADJ
gssr-621	280	6	control	control	NOUN
gssr-621	280	7	to	to	PART
gssr-621	280	8	prevent	prevent	VERB
gssr-621	280	9	sugar	sugar	NOUN
gssr-621	280	10	degradation	degradation	NOUN
gssr-621	280	11	and	and	CCONJ
gssr-621	280	12	the	the	DET
gssr-621	280	13	formation	formation	NOUN
gssr-621	280	14	of	of	ADP
gssr-621	280	15	inhibitory	inhibitory	ADJ
gssr-621	280	16	compounds	compound	NOUN
gssr-621	280	17	,	,	PUNCT
gssr-621	280	18	and	and	CCONJ
gssr-621	280	19	appropriate	appropriate	ADJ
gssr-621	280	20	waste	waste	NOUN
gssr-621	280	21	management	management	NOUN
gssr-621	280	22	strategies	strategy	NOUN
gssr-621	280	23	are	be	AUX
gssr-621	280	24	essential	essential	ADJ
gssr-621	280	25	due	due	ADP
gssr-621	280	26	to	to	ADP
gssr-621	280	27	the	the	DET
gssr-621	280	28	corrosive	corrosive	ADJ
gssr-621	280	29	nature	nature	NOUN
gssr-621	280	30	of	of	ADP
gssr-621	280	31	the	the	DET
gssr-621	280	32	acids	acid	NOUN
gssr-621	280	33	.	.	PUNCT
gssr-621	281	1	to	to	PART
gssr-621	281	2	maximize	maximize	VERB
gssr-621	281	3	glucose	glucose	NOUN
gssr-621	281	4	production	production	NOUN
gssr-621	281	5	from	from	ADP
gssr-621	281	6	food	food	NOUN
gssr-621	281	7	waste	waste	NOUN
gssr-621	281	8	and	and	CCONJ
gssr-621	281	9	byproducts	byproduct	NOUN
gssr-621	281	10	,	,	PUNCT
gssr-621	281	11	process	process	NOUN
gssr-621	281	12	optimization	optimization	NOUN
gssr-621	281	13	and	and	CCONJ
gssr-621	281	14	integration	integration	NOUN
gssr-621	281	15	strategies	strategy	NOUN
gssr-621	281	16	are	be	AUX
gssr-621	281	17	crucial	crucial	ADJ
gssr-621	281	18	.	.	PUNCT
gssr-621	282	1	this	this	PRON
gssr-621	282	2	includes	include	VERB
gssr-621	282	3	optimizing	optimize	VERB
gssr-621	282	4	factors	factor	NOUN
gssr-621	282	5	such	such	ADJ
gssr-621	282	6	as	as	ADP
gssr-621	282	7	temperature	temperature	NOUN
gssr-621	282	8	,	,	PUNCT
gssr-621	282	9	ph	ph	ADJ
gssr-621	282	10	,	,	PUNCT
gssr-621	282	11	residence	residence	NOUN
gssr-621	282	12	time	time	NOUN
gssr-621	282	13	,	,	PUNCT
gssr-621	282	14	acid	acid	NOUN
gssr-621	282	15	concentration	concentration	NOUN
gssr-621	282	16	(	(	PUNCT
gssr-621	282	17	in	in	ADP
gssr-621	282	18	acid	acid	NOUN
gssr-621	282	19	hydrolysis	hydrolysis	NOUN
gssr-621	282	20	)	)	PUNCT
gssr-621	282	21	,	,	PUNCT
gssr-621	282	22	enzyme	enzyme	NOUN
gssr-621	282	23	loading	loading	NOUN
gssr-621	282	24	(	(	PUNCT
gssr-621	282	25	in	in	ADP
gssr-621	282	26	enzymatic	enzymatic	ADJ
gssr-621	282	27	hydrolysis	hydrolysis	NOUN
gssr-621	282	28	)	)	PUNCT
gssr-621	282	29	,	,	PUNCT
gssr-621	282	30	and	and	CCONJ
gssr-621	282	31	solid	solid	ADJ
gssr-621	282	32	-	-	PUNCT
gssr-621	282	33	liquid	liquid	ADJ
gssr-621	282	34	ratios	ratio	NOUN
gssr-621	282	35	.	.	PUNCT
gssr-621	283	1	integration	integration	NOUN
gssr-621	283	2	with	with	ADP
gssr-621	283	3	other	other	ADJ
gssr-621	283	4	processes	process	NOUN
gssr-621	283	5	,	,	PUNCT
gssr-621	283	6	such	such	ADJ
gssr-621	283	7	as	as	ADP
gssr-621	283	8	anaerobic	anaerobic	ADJ
gssr-621	283	9	digestion	digestion	NOUN
gssr-621	283	10	for	for	ADP
gssr-621	283	11	biogas	biogas	NOUN
gssr-621	283	12	production	production	NOUN
gssr-621	283	13	(	(	PUNCT
gssr-621	283	14	abubakar	abubakar	PROPN
gssr-621	283	15	et	et	PROPN
gssr-621	283	16	al	al	PROPN
gssr-621	283	17	.	.	PROPN
gssr-621	283	18	,	,	PUNCT
gssr-621	283	19	2022	2022	NUM
gssr-621	283	20	)	)	PUNCT
gssr-621	283	21	,	,	PUNCT
gssr-621	283	22	can	can	AUX
gssr-621	283	23	further	far	ADV
gssr-621	283	24	enhance	enhance	VERB
gssr-621	283	25	resource	resource	NOUN
gssr-621	283	26	utilization	utilization	NOUN
gssr-621	283	27	and	and	CCONJ
gssr-621	283	28	overall	overall	ADJ
gssr-621	283	29	process	process	NOUN
gssr-621	283	30	efficiency	efficiency	NOUN
gssr-621	283	31	,	,	PUNCT
gssr-621	283	32	reducing	reduce	VERB
gssr-621	283	33	waste	waste	NOUN
gssr-621	283	34	and	and	CCONJ
gssr-621	283	35	generating	generate	VERB
gssr-621	283	36	additional	additional	ADJ
gssr-621	283	37	value	value	NOUN
gssr-621	283	38	from	from	ADP
gssr-621	283	39	food	food	NOUN
gssr-621	283	40	waste	waste	NOUN
gssr-621	283	41	and	and	CCONJ
gssr-621	283	42	byproducts	byproduct	NOUN
gssr-621	283	43	.	.	PUNCT
gssr-621	284	1	comparison	comparison	NOUN
gssr-621	284	2	of	of	ADP
gssr-621	284	3	different	different	ADJ
gssr-621	284	4	feedstock	feedstock	NOUN
gssr-621	284	5	sources	source	NOUN
gssr-621	284	6	when	when	SCONJ
gssr-621	284	7	considering	consider	VERB
gssr-621	284	8	glucose	glucose	NOUN
gssr-621	284	9	production	production	NOUN
gssr-621	284	10	,	,	PUNCT
gssr-621	284	11	various	various	ADJ
gssr-621	284	12	feedstock	feedstock	NOUN
gssr-621	284	13	sources	source	NOUN
gssr-621	284	14	can	can	AUX
gssr-621	284	15	be	be	AUX
gssr-621	284	16	utilized	utilize	VERB
gssr-621	284	17	,	,	PUNCT
gssr-621	284	18	each	each	PRON
gssr-621	284	19	with	with	ADP
gssr-621	284	20	its	its	PRON
gssr-621	284	21	own	own	ADJ
gssr-621	284	22	characteristics	characteristic	NOUN
gssr-621	284	23	and	and	CCONJ
gssr-621	284	24	considerations	consideration	NOUN
gssr-621	284	25	.	.	PUNCT
gssr-621	285	1	agricultural	agricultural	ADJ
gssr-621	285	2	residues	residue	NOUN
gssr-621	285	3	,	,	PUNCT
gssr-621	285	4	such	such	ADJ
gssr-621	285	5	as	as	ADP
gssr-621	285	6	crop	crop	NOUN
gssr-621	285	7	straw	straw	NOUN
gssr-621	285	8	,	,	PUNCT
gssr-621	285	9	corn	corn	NOUN
gssr-621	285	10	stover	stover	NOUN
gssr-621	285	11	,	,	PUNCT
gssr-621	285	12	and	and	CCONJ
gssr-621	285	13	sugarcane	sugarcane	NOUN
gssr-621	285	14	bagasse	bagasse	NOUN
gssr-621	285	15	,	,	PUNCT
gssr-621	285	16	are	be	AUX
gssr-621	285	17	abundant	abundant	ADJ
gssr-621	285	18	and	and	CCONJ
gssr-621	285	19	widely	widely	ADV
gssr-621	285	20	available	available	ADJ
gssr-621	285	21	(	(	PUNCT
gssr-621	285	22	schiano	schiano	NOUN
gssr-621	285	23	et	et	PROPN
gssr-621	285	24	al	al	PROPN
gssr-621	285	25	.	.	PROPN
gssr-621	285	26	,	,	PUNCT
gssr-621	285	27	2022	2022	NUM
gssr-621	285	28	)	)	PUNCT
gssr-621	285	29	.	.	PUNCT
gssr-621	286	1	they	they	PRON
gssr-621	286	2	do	do	AUX
gssr-621	286	3	not	not	PART
gssr-621	286	4	compete	compete	VERB
gssr-621	286	5	with	with	ADP
gssr-621	286	6	food	food	NOUN
gssr-621	286	7	production	production	NOUN
gssr-621	286	8	,	,	PUNCT
gssr-621	286	9	making	make	VERB
gssr-621	286	10	them	they	PRON
gssr-621	286	11	a	a	DET
gssr-621	286	12	sustainable	sustainable	ADJ
gssr-621	286	13	and	and	CCONJ
gssr-621	286	14	renewable	renewable	ADJ
gssr-621	286	15	feedstock	feedstock	NOUN
gssr-621	286	16	option	option	NOUN
gssr-621	286	17	.	.	PUNCT
gssr-621	287	1	agricultural	agricultural	ADJ
gssr-621	287	2	residues	residue	NOUN
gssr-621	287	3	often	often	ADV
gssr-621	287	4	have	have	VERB
gssr-621	287	5	high	high	ADJ
gssr-621	287	6	cellulose	cellulose	NOUN
gssr-621	287	7	and	and	CCONJ
gssr-621	287	8	hemicellulose	hemicellulose	NOUN
gssr-621	287	9	content	content	NOUN
gssr-621	287	10	,	,	PUNCT
gssr-621	287	11	which	which	PRON
gssr-621	287	12	can	can	AUX
gssr-621	287	13	be	be	AUX
gssr-621	287	14	efficiently	efficiently	ADV
gssr-621	287	15	hydrolyzed	hydrolyze	VERB
gssr-621	287	16	into	into	ADP
gssr-621	287	17	glucose	glucose	NOUN
gssr-621	287	18	.	.	PUNCT
gssr-621	288	1	agricultural	agricultural	ADJ
gssr-621	288	2	residues	residue	NOUN
gssr-621	288	3	may	may	AUX
gssr-621	288	4	require	require	VERB
gssr-621	288	5	preprocessing	preprocessing	NOUN
gssr-621	288	6	and	and	CCONJ
gssr-621	288	7	pretreatment	pretreatment	NOUN
gssr-621	288	8	to	to	PART
gssr-621	288	9	enhance	enhance	VERB
gssr-621	288	10	their	their	PRON
gssr-621	288	11	processability	processability	NOUN
gssr-621	288	12	and	and	CCONJ
gssr-621	288	13	increase	increase	VERB
gssr-621	288	14	sugar	sugar	NOUN
gssr-621	288	15	accessibility	accessibility	NOUN
gssr-621	288	16	(	(	PUNCT
gssr-621	288	17	jones	jones	PROPN
gssr-621	288	18	et	et	PROPN
gssr-621	288	19	al	al	PROPN
gssr-621	288	20	.	.	PROPN
gssr-621	288	21	,	,	PUNCT
gssr-621	288	22	2018	2018	NUM
gssr-621	288	23	)	)	PUNCT
gssr-621	288	24	.	.	PUNCT
gssr-621	289	1	some	some	DET
gssr-621	289	2	residues	residue	NOUN
gssr-621	289	3	have	have	VERB
gssr-621	289	4	high	high	ADJ
gssr-621	289	5	lignin	lignin	NOUN
gssr-621	289	6	content	content	NOUN
gssr-621	289	7	,	,	PUNCT
gssr-621	289	8	which	which	PRON
gssr-621	289	9	adds	add	VERB
gssr-621	289	10	to	to	ADP
gssr-621	289	11	the	the	DET
gssr-621	289	12	recalcitrance	recalcitrance	NOUN
gssr-621	289	13	and	and	CCONJ
gssr-621	289	14	complexity	complexity	NOUN
gssr-621	289	15	of	of	ADP
gssr-621	289	16	the	the	DET
gssr-621	289	17	feedstock	feedstock	NOUN
gssr-621	289	18	(	(	PUNCT
gssr-621	289	19	blanco	blanco	PROPN
gssr-621	289	20	et	et	PROPN
gssr-621	289	21	al	al	PROPN
gssr-621	289	22	.	.	PROPN
gssr-621	289	23	,	,	PUNCT
gssr-621	289	24	2020	2020	NUM
gssr-621	289	25	)	)	PUNCT
gssr-621	289	26	.	.	PUNCT
gssr-621	290	1	proper	proper	ADJ
gssr-621	290	2	waste	waste	NOUN
gssr-621	290	3	management	management	NOUN
gssr-621	290	4	and	and	CCONJ
gssr-621	290	5	logistics	logistic	NOUN
gssr-621	290	6	are	be	AUX
gssr-621	290	7	essential	essential	ADJ
gssr-621	290	8	to	to	PART
gssr-621	290	9	ensure	ensure	VERB
gssr-621	290	10	a	a	DET
gssr-621	290	11	consistent	consistent	ADJ
gssr-621	290	12	and	and	CCONJ
gssr-621	290	13	reliable	reliable	ADJ
gssr-621	290	14	supply	supply	NOUN
gssr-621	290	15	.	.	PUNCT
gssr-621	291	1	forest	forest	NOUN
gssr-621	291	2	biomass	biomass	NOUN
gssr-621	291	3	and	and	CCONJ
gssr-621	291	4	lignocellulosic	lignocellulosic	ADJ
gssr-621	291	5	materials	material	NOUN
gssr-621	291	6	,	,	PUNCT
gssr-621	291	7	including	include	VERB
gssr-621	291	8	wood	wood	NOUN
gssr-621	291	9	chips	chip	NOUN
gssr-621	291	10	,	,	PUNCT
gssr-621	291	11	sawdust	sawdust	NOUN
gssr-621	291	12	,	,	PUNCT
gssr-621	291	13	and	and	CCONJ
gssr-621	291	14	logging	log	VERB
gssr-621	291	15	residues	residue	NOUN
gssr-621	291	16	,	,	PUNCT
gssr-621	291	17	offer	offer	VERB
gssr-621	291	18	a	a	DET
gssr-621	291	19	sustainable	sustainable	ADJ
gssr-621	291	20	feedstock	feedstock	NOUN
gssr-621	291	21	source	source	NOUN
gssr-621	291	22	(	(	PUNCT
gssr-621	291	23	blanco	blanco	PROPN
gssr-621	291	24	et	et	PROPN
gssr-621	291	25	al	al	PROPN
gssr-621	291	26	.	.	PROPN
gssr-621	291	27	,	,	PUNCT
gssr-621	291	28	2020	2020	NUM
gssr-621	291	29	)	)	PUNCT
gssr-621	291	30	.	.	PUNCT
gssr-621	292	1	they	they	PRON
gssr-621	292	2	are	be	AUX
gssr-621	292	3	abundant	abundant	ADJ
gssr-621	292	4	,	,	PUNCT
gssr-621	292	5	widely	widely	ADV
gssr-621	292	6	available	available	ADJ
gssr-621	292	7	,	,	PUNCT
gssr-621	292	8	and	and	CCONJ
gssr-621	292	9	can	can	AUX
gssr-621	292	10	be	be	AUX
gssr-621	292	11	sourced	source	VERB
gssr-621	292	12	from	from	ADP
gssr-621	292	13	managed	manage	VERB
gssr-621	292	14	forests	forest	NOUN
gssr-621	292	15	.	.	PUNCT
gssr-621	293	1	forest	forest	NOUN
gssr-621	293	2	biomass	biomass	NOUN
gssr-621	293	3	contains	contain	VERB
gssr-621	293	4	significant	significant	ADJ
gssr-621	293	5	amounts	amount	NOUN
gssr-621	293	6	of	of	ADP
gssr-621	293	7	cellulose	cellulose	NOUN
gssr-621	293	8	,	,	PUNCT
gssr-621	293	9	which	which	PRON
gssr-621	293	10	can	can	AUX
gssr-621	293	11	be	be	AUX
gssr-621	293	12	converted	convert	VERB
gssr-621	293	13	into	into	ADP
gssr-621	293	14	glucose	glucose	NOUN
gssr-621	293	15	(	(	PUNCT
gssr-621	293	16	selivanov	selivanov	VERB
gssr-621	293	17	et	et	NOUN
gssr-621	293	18	al	al	PROPN
gssr-621	293	19	.	.	PROPN
gssr-621	293	20	,	,	PUNCT
gssr-621	293	21	2023	2023	NUM
gssr-621	293	22	)	)	PUNCT
gssr-621	293	23	.	.	PUNCT
gssr-621	294	1	additionally	additionally	ADV
gssr-621	294	2	,	,	PUNCT
gssr-621	294	3	lignocellulosic	lignocellulosic	ADJ
gssr-621	294	4	materials	material	NOUN
gssr-621	294	5	can	can	AUX
gssr-621	294	6	be	be	AUX
gssr-621	294	7	integrated	integrate	VERB
gssr-621	294	8	with	with	ADP
gssr-621	294	9	the	the	DET
gssr-621	294	10	production	production	NOUN
gssr-621	294	11	of	of	ADP
gssr-621	294	12	other	other	ADJ
gssr-621	294	13	value	value	NOUN
gssr-621	294	14	-	-	PUNCT
gssr-621	294	15	added	add	VERB
gssr-621	294	16	products	product	NOUN
gssr-621	294	17	,	,	PUNCT
gssr-621	294	18	such	such	ADJ
gssr-621	294	19	as	as	ADP
gssr-621	294	20	biofuels	biofuel	NOUN
gssr-621	294	21	or	or	CCONJ
gssr-621	294	22	bioplastics	bioplastic	NOUN
gssr-621	294	23	.	.	PUNCT
gssr-621	295	1	preprocessing	preprocessing	NOUN
gssr-621	295	2	and	and	CCONJ
gssr-621	295	3	pretreatment	pretreatment	NOUN
gssr-621	295	4	are	be	AUX
gssr-621	295	5	often	often	ADV
gssr-621	295	6	required	require	VERB
gssr-621	295	7	to	to	PART
gssr-621	295	8	overcome	overcome	VERB
gssr-621	295	9	the	the	DET
gssr-621	295	10	recalcitrance	recalcitrance	NOUN
gssr-621	295	11	of	of	ADP
gssr-621	295	12	lignocellulosic	lignocellulosic	ADJ
gssr-621	295	13	materials	material	NOUN
gssr-621	295	14	(	(	PUNCT
gssr-621	295	15	elalami	elalami	VERB
gssr-621	295	16	et	et	PROPN
gssr-621	295	17	al	al	PROPN
gssr-621	295	18	.	.	PROPN
gssr-621	295	19	,	,	PUNCT
gssr-621	295	20	2022	2022	NUM
gssr-621	295	21	)	)	PUNCT
gssr-621	295	22	.	.	PUNCT
gssr-621	296	1	supply	supply	NOUN
gssr-621	296	2	chain	chain	NOUN
gssr-621	296	3	logistics	logistic	NOUN
gssr-621	296	4	and	and	CCONJ
gssr-621	296	5	sustainability	sustainability	NOUN
gssr-621	296	6	considerations	consideration	NOUN
gssr-621	296	7	,	,	PUNCT
gssr-621	296	8	including	include	VERB
gssr-621	296	9	responsible	responsible	ADJ
gssr-621	296	10	forest	forest	NOUN
gssr-621	296	11	management	management	NOUN
gssr-621	296	12	practices	practice	NOUN
gssr-621	296	13	,	,	PUNCT
gssr-621	296	14	need	need	VERB
gssr-621	296	15	to	to	PART
gssr-621	296	16	be	be	AUX
gssr-621	296	17	addressed	address	VERB
gssr-621	296	18	.	.	PUNCT
gssr-621	297	1	the	the	DET
gssr-621	297	2	presence	presence	NOUN
gssr-621	297	3	of	of	ADP
gssr-621	297	4	lignin	lignin	NOUN
gssr-621	297	5	may	may	AUX
gssr-621	297	6	affect	affect	VERB
gssr-621	297	7	the	the	DET
gssr-621	297	8	efficiency	efficiency	NOUN
gssr-621	297	9	of	of	ADP
gssr-621	297	10	glucose	glucose	NOUN
gssr-621	297	11	production	production	NOUN
gssr-621	297	12	and	and	CCONJ
gssr-621	297	13	downstream	downstream	ADJ
gssr-621	297	14	.	.	PUNCT
gssr-621	298	1	algal	algal	ADJ
gssr-621	298	2	biomass	biomass	NOUN
gssr-621	298	3	presents	present	VERB
gssr-621	298	4	a	a	DET
gssr-621	298	5	renewable	renewable	ADJ
gssr-621	298	6	and	and	CCONJ
gssr-621	298	7	highly	highly	ADV
gssr-621	298	8	productive	productive	ADJ
gssr-621	298	9	feedstock	feedstock	NOUN
gssr-621	298	10	source	source	NOUN
gssr-621	298	11	for	for	ADP
gssr-621	298	12	glucose	glucose	NOUN
gssr-621	298	13	production	production	NOUN
gssr-621	298	14	.	.	PUNCT
gssr-621	299	1	algae	algae	NOUN
gssr-621	299	2	can	can	AUX
gssr-621	299	3	be	be	AUX
gssr-621	299	4	cultivated	cultivate	VERB
gssr-621	299	5	in	in	ADP
gssr-621	299	6	various	various	ADJ
gssr-621	299	7	aquatic	aquatic	ADJ
gssr-621	299	8	environments	environment	NOUN
gssr-621	299	9	and	and	CCONJ
gssr-621	299	10	have	have	VERB
gssr-621	299	11	the	the	DET
gssr-621	299	12	potential	potential	NOUN
gssr-621	299	13	to	to	PART
gssr-621	299	14	achieve	achieve	VERB
gssr-621	299	15	high	high	ADJ
gssr-621	299	16	growth	growth	NOUN
gssr-621	299	17	rates	rate	NOUN
gssr-621	299	18	and	and	CCONJ
gssr-621	299	19	carbon	carbon	NOUN
gssr-621	299	20	dioxide	dioxide	NOUN
gssr-621	299	21	fixation	fixation	NOUN
gssr-621	299	22	.	.	PUNCT
gssr-621	300	1	some	some	DET
gssr-621	300	2	algae	algae	NOUN
gssr-621	300	3	species	specie	NOUN
gssr-621	300	4	accumulate	accumulate	VERB
gssr-621	300	5	significant	significant	ADJ
gssr-621	300	6	amounts	amount	NOUN
gssr-621	300	7	of	of	ADP
gssr-621	300	8	carbohydrates	carbohydrate	NOUN
gssr-621	300	9	,	,	PUNCT
gssr-621	300	10	including	include	VERB
gssr-621	300	11	glucose	glucose	NOUN
gssr-621	300	12	,	,	PUNCT
gssr-621	300	13	which	which	PRON
gssr-621	300	14	can	can	AUX
gssr-621	300	15	be	be	AUX
gssr-621	300	16	extracted	extract	VERB
gssr-621	300	17	and	and	CCONJ
gssr-621	300	18	utilized	utilize	VERB
gssr-621	300	19	(	(	PUNCT
gssr-621	300	20	ruiz	ruiz	NOUN
gssr-621	300	21	et	et	PROPN
gssr-621	300	22	al	al	PROPN
gssr-621	300	23	.	.	PROPN
gssr-621	300	24	,	,	PUNCT
gssr-621	300	25	2020	2020	NUM
gssr-621	300	26	;	;	PUNCT
gssr-621	300	27	smachetti	smachetti	PROPN
gssr-621	300	28	et	et	PROPN
gssr-621	300	29	al	al	PROPN
gssr-621	300	30	.	.	PROPN
gssr-621	300	31	,	,	PUNCT
gssr-621	300	32	2018	2018	NUM
gssr-621	300	33	)	)	PUNCT
gssr-621	300	34	.	.	PUNCT
gssr-621	301	1	algal	algal	ADJ
gssr-621	301	2	cultivation	cultivation	NOUN
gssr-621	301	3	can	can	AUX
gssr-621	301	4	be	be	AUX
gssr-621	301	5	integrated	integrate	VERB
gssr-621	301	6	with	with	ADP
gssr-621	301	7	wastewater	wastewater	NOUN
gssr-621	301	8	treatment	treatment	NOUN
gssr-621	301	9	and	and	CCONJ
gssr-621	301	10	other	other	ADJ
gssr-621	301	11	biorefinery	biorefinery	NOUN
gssr-621	301	12	processes	process	NOUN
gssr-621	301	13	.	.	PUNCT
gssr-621	302	1	algal	algal	ADJ
gssr-621	302	2	cultivation	cultivation	NOUN
gssr-621	302	3	requires	require	VERB
gssr-621	302	4	careful	careful	ADJ
gssr-621	302	5	management	management	NOUN
gssr-621	302	6	of	of	ADP
gssr-621	302	7	nutrients	nutrient	NOUN
gssr-621	302	8	,	,	PUNCT
gssr-621	302	9	including	include	VERB
gssr-621	302	10	carbon	carbon	NOUN
gssr-621	302	11	dioxide	dioxide	NOUN
gssr-621	302	12	,	,	PUNCT
gssr-621	302	13	nitrogen	nitrogen	NOUN
gssr-621	302	14	,	,	PUNCT
gssr-621	302	15	and	and	CCONJ
gssr-621	302	16	phosphorus	phosphorus	NOUN
gssr-621	302	17	,	,	PUNCT
gssr-621	302	18	to	to	PART
gssr-621	302	19	achieve	achieve	VERB
gssr-621	302	20	optimal	optimal	ADJ
gssr-621	302	21	growth	growth	NOUN
gssr-621	302	22	and	and	CCONJ
gssr-621	302	23	carbohydrate	carbohydrate	VERB
gssr-621	302	24	accumulation	accumulation	NOUN
gssr-621	302	25	.	.	PUNCT
gssr-621	303	1	scalability	scalability	NOUN
gssr-621	303	2	and	and	CCONJ
gssr-621	303	3	cost	cost	NOUN
gssr-621	303	4	-	-	PUNCT
gssr-621	303	5	effectiveness	effectiveness	NOUN
gssr-621	303	6	of	of	ADP
gssr-621	303	7	large	large	ADJ
gssr-621	303	8	-	-	PUNCT
gssr-621	303	9	scale	scale	NOUN
gssr-621	303	10	cultivation	cultivation	NOUN
gssr-621	303	11	systems	system	NOUN
gssr-621	303	12	remain	remain	VERB
gssr-621	303	13	challenges	challenge	NOUN
gssr-621	303	14	(	(	PUNCT
gssr-621	303	15	zhang	zhang	X
gssr-621	303	16	et	et	PROPN
gssr-621	303	17	al	al	PROPN
gssr-621	303	18	.	.	PROPN
gssr-621	303	19	,	,	PUNCT
gssr-621	303	20	2020	2020	NUM
gssr-621	303	21	)	)	PUNCT
gssr-621	303	22	.	.	PUNCT
gssr-621	304	1	harvesting	harvesting	NOUN
gssr-621	304	2	and	and	CCONJ
gssr-621	304	3	processing	processing	NOUN
gssr-621	304	4	methods	method	NOUN
gssr-621	304	5	for	for	ADP
gssr-621	304	6	algal	algal	ADJ
gssr-621	304	7	biomass	biomass	NOUN
gssr-621	304	8	can	can	AUX
gssr-621	304	9	be	be	AUX
gssr-621	304	10	energy	energy	NOUN
gssr-621	304	11	-	-	PUNCT
gssr-621	304	12	intensive	intensive	ADJ
gssr-621	304	13	and	and	CCONJ
gssr-621	304	14	require	require	VERB
gssr-621	304	15	further	further	ADJ
gssr-621	304	16	development	development	NOUN
gssr-621	304	17	for	for	ADP
gssr-621	304	18	cost	cost	NOUN
gssr-621	304	19	reduction	reduction	NOUN
gssr-621	304	20	(	(	PUNCT
gssr-621	304	21	moreira	moreira	PROPN
gssr-621	304	22	et	et	PROPN
gssr-621	304	23	al	al	PROPN
gssr-621	304	24	.	.	PROPN
gssr-621	304	25	,	,	PUNCT
gssr-621	304	26	2019	2019	NUM
gssr-621	304	27	)	)	PUNCT
gssr-621	304	28	.	.	PUNCT
gssr-621	305	1	food	food	NOUN
gssr-621	305	2	waste	waste	NOUN
gssr-621	305	3	and	and	CCONJ
gssr-621	305	4	byproducts	byproduct	NOUN
gssr-621	305	5	offer	offer	VERB
gssr-621	305	6	a	a	DET
gssr-621	305	7	readily	readily	ADV
gssr-621	305	8	available	available	ADJ
gssr-621	305	9	and	and	CCONJ
gssr-621	305	10	abundant	abundant	ADJ
gssr-621	305	11	feedstock	feedstock	NOUN
gssr-621	305	12	source	source	NOUN
gssr-621	305	13	for	for	ADP
gssr-621	305	14	glucose	glucose	NOUN
gssr-621	305	15	production	production	NOUN
gssr-621	305	16	(	(	PUNCT
gssr-621	305	17	schiano	schiano	NOUN
gssr-621	305	18	et	et	PROPN
gssr-621	305	19	al	al	PROPN
gssr-621	305	20	.	.	PROPN
gssr-621	305	21	,	,	PUNCT
gssr-621	305	22	2022	2022	NUM
gssr-621	305	23	)	)	PUNCT
gssr-621	305	24	.	.	PUNCT
gssr-621	306	1	they	they	PRON
gssr-621	306	2	can	can	AUX
gssr-621	306	3	be	be	AUX
gssr-621	306	4	sourced	source	VERB
gssr-621	306	5	from	from	ADP
gssr-621	306	6	various	various	ADJ
gssr-621	306	7	stages	stage	NOUN
gssr-621	306	8	of	of	ADP
gssr-621	306	9	the	the	DET
gssr-621	306	10	food	food	NOUN
gssr-621	306	11	supply	supply	NOUN
gssr-621	306	12	chain	chain	NOUN
gssr-621	306	13	,	,	PUNCT
gssr-621	306	14	reducing	reduce	VERB
gssr-621	306	15	waste	waste	NOUN
gssr-621	306	16	and	and	CCONJ
gssr-621	306	17	contributing	contribute	VERB
gssr-621	306	18	to	to	ADP
gssr-621	306	19	a	a	DET
gssr-621	306	20	circular	circular	ADJ
gssr-621	306	21	economy	economy	NOUN
gssr-621	306	22	.	.	PUNCT
gssr-621	307	1	food	food	NOUN
gssr-621	307	2	waste	waste	PROPN
gssr-621	307	3	often	often	ADV
gssr-621	307	4	contains	contain	VERB
gssr-621	307	5	significant	significant	ADJ
gssr-621	307	6	amounts	amount	NOUN
gssr-621	307	7	of	of	ADP
gssr-621	307	8	carbohydrates	carbohydrate	NOUN
gssr-621	307	9	,	,	PUNCT
gssr-621	307	10	including	include	VERB
gssr-621	307	11	glucose	glucose	NOUN
gssr-621	307	12	,	,	PUNCT
gssr-621	307	13	making	make	VERB
gssr-621	307	14	it	it	PRON
gssr-621	307	15	an	an	DET
gssr-621	307	16	attractive	attractive	ADJ
gssr-621	307	17	feedstock	feedstock	NOUN
gssr-621	307	18	option	option	NOUN
gssr-621	307	19	.	.	PUNCT
gssr-621	308	1	food	food	NOUN
gssr-621	308	2	waste	waste	NOUN
gssr-621	308	3	and	and	CCONJ
gssr-621	308	4	byproducts	byproduct	NOUN
gssr-621	308	5	may	may	AUX
gssr-621	308	6	require	require	VERB
gssr-621	308	7	preprocessing	preprocessing	NOUN
gssr-621	308	8	,	,	PUNCT
gssr-621	308	9	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	308	10	global	global	ADJ
gssr-621	308	11	sustainability	sustainability	NOUN
gssr-621	308	12	research	research	NOUN
gssr-621	308	13	global	global	ADJ
gssr-621	308	14	scientific	scientific	ADJ
gssr-621	308	15	research	research	NOUN
gssr-621	308	16	89	89	NUM
gssr-621	308	17	sorting	sorting	NOUN
gssr-621	308	18	,	,	PUNCT
gssr-621	308	19	and	and	CCONJ
gssr-621	308	20	potential	potential	ADJ
gssr-621	308	21	pretreatment	pretreatment	NOUN
gssr-621	308	22	to	to	PART
gssr-621	308	23	remove	remove	VERB
gssr-621	308	24	non	non	ADJ
gssr-621	308	25	-	-	ADJ
gssr-621	308	26	biodegradable	biodegradable	ADJ
gssr-621	308	27	components	component	NOUN
gssr-621	308	28	and	and	CCONJ
gssr-621	308	29	enhance	enhance	VERB
gssr-621	308	30	processability	processability	NOUN
gssr-621	308	31	(	(	PUNCT
gssr-621	308	32	elalami	elalami	VERB
gssr-621	308	33	et	et	PROPN
gssr-621	308	34	al	al	PROPN
gssr-621	308	35	.	.	PROPN
gssr-621	308	36	,	,	PUNCT
gssr-621	308	37	2022	2022	NUM
gssr-621	308	38	)	)	PUNCT
gssr-621	308	39	.	.	PUNCT
gssr-621	309	1	the	the	DET
gssr-621	309	2	composition	composition	NOUN
gssr-621	309	3	of	of	ADP
gssr-621	309	4	food	food	NOUN
gssr-621	309	5	waste	waste	NOUN
gssr-621	309	6	can	can	AUX
gssr-621	309	7	be	be	AUX
gssr-621	309	8	diverse	diverse	ADJ
gssr-621	309	9	and	and	CCONJ
gssr-621	309	10	variable	variable	ADJ
gssr-621	309	11	,	,	PUNCT
gssr-621	309	12	requiring	require	VERB
gssr-621	309	13	tailored	tailored	ADJ
gssr-621	309	14	processing	processing	NOUN
gssr-621	309	15	approaches	approach	NOUN
gssr-621	309	16	.	.	PUNCT
gssr-621	310	1	waste	waste	NOUN
gssr-621	310	2	collection	collection	NOUN
gssr-621	310	3	,	,	PUNCT
gssr-621	310	4	handling	handling	NOUN
gssr-621	310	5	,	,	PUNCT
gssr-621	310	6	and	and	CCONJ
gssr-621	310	7	logistics	logistic	NOUN
gssr-621	310	8	need	need	VERB
gssr-621	310	9	to	to	PART
gssr-621	310	10	be	be	AUX
gssr-621	310	11	efficiently	efficiently	ADV
gssr-621	310	12	managed	manage	VERB
gssr-621	310	13	to	to	PART
gssr-621	310	14	ensure	ensure	VERB
gssr-621	310	15	a	a	DET
gssr-621	310	16	reliable	reliable	ADJ
gssr-621	310	17	and	and	CCONJ
gssr-621	310	18	uncontaminated	uncontaminated	ADJ
gssr-621	310	19	feedstock	feedstock	NOUN
gssr-621	310	20	supply	supply	NOUN
gssr-621	310	21	.	.	PUNCT
gssr-621	311	1	sugarcane	sugarcane	NOUN
gssr-621	311	2	bagasse	bagasse	NOUN
gssr-621	311	3	,	,	PUNCT
gssr-621	311	4	rice	rice	NOUN
gssr-621	311	5	husk	husk	NOUN
gssr-621	311	6	and	and	CCONJ
gssr-621	311	7	sawdust	sawdust	NOUN
gssr-621	311	8	application	application	NOUN
gssr-621	311	9	producing	produce	VERB
gssr-621	311	10	glucose	glucose	NOUN
gssr-621	311	11	from	from	ADP
gssr-621	311	12	sugarcane	sugarcane	NOUN
gssr-621	311	13	bagasse	bagasse	NOUN
gssr-621	311	14	involves	involve	VERB
gssr-621	311	15	breaking	break	VERB
gssr-621	311	16	down	down	ADP
gssr-621	311	17	the	the	DET
gssr-621	311	18	complex	complex	ADJ
gssr-621	311	19	carbohydrates	carbohydrate	NOUN
gssr-621	311	20	present	present	ADJ
gssr-621	311	21	in	in	ADP
gssr-621	311	22	the	the	DET
gssr-621	311	23	bagasse	bagasse	NOUN
gssr-621	311	24	into	into	ADP
gssr-621	311	25	simpler	simple	ADJ
gssr-621	311	26	sugars	sugar	NOUN
gssr-621	311	27	like	like	ADP
gssr-621	311	28	glucose	glucose	NOUN
gssr-621	311	29	.	.	PUNCT
gssr-621	312	1	sugarcane	sugarcane	NOUN
gssr-621	312	2	bagasse	bagasse	NOUN
gssr-621	312	3	is	be	AUX
gssr-621	312	4	the	the	DET
gssr-621	312	5	fibrous	fibrous	ADJ
gssr-621	312	6	residue	residue	NOUN
gssr-621	312	7	left	leave	VERB
gssr-621	312	8	after	after	ADP
gssr-621	312	9	extracting	extract	VERB
gssr-621	312	10	the	the	DET
gssr-621	312	11	juice	juice	NOUN
gssr-621	312	12	from	from	ADP
gssr-621	312	13	sugarcane	sugarcane	NOUN
gssr-621	312	14	stalks	stalk	NOUN
gssr-621	312	15	in	in	ADP
gssr-621	312	16	the	the	DET
gssr-621	312	17	sugar	sugar	NOUN
gssr-621	312	18	extraction	extraction	NOUN
gssr-621	312	19	process	process	NOUN
gssr-621	312	20	.	.	PUNCT
gssr-621	313	1	it	it	PRON
gssr-621	313	2	is	be	AUX
gssr-621	313	3	rich	rich	ADJ
gssr-621	313	4	in	in	ADP
gssr-621	313	5	cellulose	cellulose	NOUN
gssr-621	313	6	and	and	CCONJ
gssr-621	313	7	hemicellulose	hemicellulose	NOUN
gssr-621	313	8	,	,	PUNCT
gssr-621	313	9	both	both	PRON
gssr-621	313	10	of	of	ADP
gssr-621	313	11	which	which	PRON
gssr-621	313	12	can	can	AUX
gssr-621	313	13	be	be	AUX
gssr-621	313	14	converted	convert	VERB
gssr-621	313	15	into	into	ADP
gssr-621	313	16	glucose	glucose	NOUN
gssr-621	313	17	through	through	ADP
gssr-621	313	18	different	different	ADJ
gssr-621	313	19	processes	process	NOUN
gssr-621	313	20	.	.	PUNCT
gssr-621	314	1	general	general	ADJ
gssr-621	314	2	outline	outline	NOUN
gssr-621	314	3	of	of	ADP
gssr-621	314	4	the	the	DET
gssr-621	314	5	process	process	NOUN
gssr-621	314	6	to	to	PART
gssr-621	314	7	produce	produce	VERB
gssr-621	314	8	glucose	glucose	NOUN
gssr-621	314	9	from	from	ADP
gssr-621	314	10	sugarcane	sugarcane	NOUN
gssr-621	314	11	bagasse	bagasse	NOUN
gssr-621	314	12	include	include	VERB
gssr-621	314	13	preparation	preparation	NOUN
gssr-621	314	14	of	of	ADP
gssr-621	314	15	sugarcane	sugarcane	NOUN
gssr-621	314	16	bagasse	bagasse	NOUN
gssr-621	314	17	,	,	PUNCT
gssr-621	314	18	pretreatment	pretreatment	NOUN
gssr-621	314	19	,	,	PUNCT
gssr-621	314	20	enzymatic	enzymatic	ADJ
gssr-621	314	21	hydrolysis	hydrolysis	NOUN
gssr-621	314	22	,	,	PUNCT
gssr-621	314	23	fermentation	fermentation	NOUN
gssr-621	314	24	,	,	PUNCT
gssr-621	314	25	separation	separation	NOUN
gssr-621	314	26	and	and	CCONJ
gssr-621	314	27	purification	purification	NOUN
gssr-621	314	28	and	and	CCONJ
gssr-621	314	29	glucose	glucose	NOUN
gssr-621	314	30	concentration	concentration	NOUN
gssr-621	314	31	.	.	PUNCT
gssr-621	315	1	previous	previous	ADJ
gssr-621	315	2	work	work	NOUN
gssr-621	315	3	done	do	VERB
gssr-621	315	4	using	use	VERB
gssr-621	315	5	the	the	DET
gssr-621	315	6	feedstock	feedstock	NOUN
gssr-621	315	7	to	to	PART
gssr-621	315	8	produce	produce	VERB
gssr-621	315	9	glucose	glucose	NOUN
gssr-621	315	10	are	be	AUX
gssr-621	315	11	found	find	VERB
gssr-621	315	12	in	in	ADP
gssr-621	315	13	roslan	roslan	PROPN
gssr-621	315	14	&	&	CCONJ
gssr-621	315	15	salimi	salimi	PROPN
gssr-621	315	16	(	(	PUNCT
gssr-621	315	17	2019	2019	NUM
gssr-621	315	18	)	)	PUNCT
gssr-621	315	19	,	,	PUNCT
gssr-621	315	20	lv	lv	PROPN
gssr-621	315	21	et	et	PROPN
gssr-621	315	22	al	al	PROPN
gssr-621	315	23	.	.	PROPN
gssr-621	316	1	(	(	PUNCT
gssr-621	316	2	2022	2022	NUM
gssr-621	316	3	)	)	PUNCT
gssr-621	316	4	and	and	CCONJ
gssr-621	316	5	bussamra	bussamra	NOUN
gssr-621	316	6	et	et	PROPN
gssr-621	316	7	al	al	PROPN
gssr-621	316	8	.	.	PROPN
gssr-621	317	1	(	(	PUNCT
gssr-621	317	2	2020	2020	NUM
gssr-621	317	3	)	)	PUNCT
gssr-621	317	4	.	.	PUNCT
gssr-621	318	1	glucose	glucose	NOUN
gssr-621	318	2	produced	produce	VERB
gssr-621	318	3	from	from	ADP
gssr-621	318	4	rice	rice	NOUN
gssr-621	318	5	husk	husk	NOUN
gssr-621	318	6	can	can	AUX
gssr-621	318	7	find	find	VERB
gssr-621	318	8	applications	application	NOUN
gssr-621	318	9	in	in	ADP
gssr-621	318	10	various	various	ADJ
gssr-621	318	11	industries	industry	NOUN
gssr-621	318	12	,	,	PUNCT
gssr-621	318	13	similar	similar	ADJ
gssr-621	318	14	to	to	ADP
gssr-621	318	15	glucose	glucose	NOUN
gssr-621	318	16	produced	produce	VERB
gssr-621	318	17	from	from	ADP
gssr-621	318	18	other	other	ADJ
gssr-621	318	19	lignocellulosic	lignocellulosic	ADJ
gssr-621	318	20	biomass	biomass	NOUN
gssr-621	318	21	sources	source	NOUN
gssr-621	318	22	.	.	PUNCT
gssr-621	319	1	some	some	DET
gssr-621	319	2	potential	potential	ADJ
gssr-621	319	3	applications	application	NOUN
gssr-621	319	4	include	include	VERB
gssr-621	319	5	bioethanol	bioethanol	NOUN
gssr-621	319	6	production	production	NOUN
gssr-621	319	7	,	,	PUNCT
gssr-621	319	8	food	food	NOUN
gssr-621	319	9	and	and	CCONJ
gssr-621	319	10	beverage	beverage	NOUN
gssr-621	319	11	industry	industry	NOUN
gssr-621	319	12	,	,	PUNCT
gssr-621	319	13	pharmaceutical	pharmaceutical	NOUN
gssr-621	319	14	and	and	CCONJ
gssr-621	319	15	nutraceutical	nutraceutical	ADJ
gssr-621	319	16	industries	industry	NOUN
gssr-621	319	17	,	,	PUNCT
gssr-621	319	18	chemical	chemical	NOUN
gssr-621	319	19	feedstock	feedstock	NOUN
gssr-621	319	20	and	and	CCONJ
gssr-621	319	21	bioplastics	bioplastic	NOUN
gssr-621	319	22	(	(	PUNCT
gssr-621	319	23	dhar	dhar	PROPN
gssr-621	319	24	et	et	PROPN
gssr-621	319	25	al	al	PROPN
gssr-621	319	26	.	.	PROPN
gssr-621	319	27	,	,	PUNCT
gssr-621	319	28	2019	2019	NUM
gssr-621	319	29	)	)	PUNCT
gssr-621	319	30	.	.	PUNCT
gssr-621	320	1	it	it	PRON
gssr-621	320	2	's	be	AUX
gssr-621	320	3	essential	essential	ADJ
gssr-621	320	4	to	to	PART
gssr-621	320	5	consider	consider	VERB
gssr-621	320	6	that	that	SCONJ
gssr-621	320	7	the	the	DET
gssr-621	320	8	advantages	advantage	NOUN
gssr-621	320	9	of	of	ADP
gssr-621	320	10	glucose	glucose	NOUN
gssr-621	320	11	production	production	NOUN
gssr-621	320	12	from	from	ADP
gssr-621	320	13	rice	rice	NOUN
gssr-621	320	14	husk	husk	NOUN
gssr-621	320	15	depend	depend	VERB
gssr-621	320	16	on	on	ADP
gssr-621	320	17	various	various	ADJ
gssr-621	320	18	factors	factor	NOUN
gssr-621	320	19	,	,	PUNCT
gssr-621	320	20	including	include	VERB
gssr-621	320	21	local	local	ADJ
gssr-621	320	22	agricultural	agricultural	ADJ
gssr-621	320	23	practices	practice	NOUN
gssr-621	320	24	,	,	PUNCT
gssr-621	320	25	feedstock	feedstock	NOUN
gssr-621	320	26	availability	availability	NOUN
gssr-621	320	27	,	,	PUNCT
gssr-621	320	28	infrastructure	infrastructure	NOUN
gssr-621	320	29	,	,	PUNCT
gssr-621	320	30	and	and	CCONJ
gssr-621	320	31	the	the	DET
gssr-621	320	32	specific	specific	ADJ
gssr-621	320	33	application	application	NOUN
gssr-621	320	34	of	of	ADP
gssr-621	320	35	the	the	DET
gssr-621	320	36	glucose	glucose	NOUN
gssr-621	320	37	produced	produce	VERB
gssr-621	320	38	.	.	PUNCT
gssr-621	321	1	both	both	PRON
gssr-621	321	2	rice	rice	NOUN
gssr-621	321	3	husk	husk	NOUN
gssr-621	321	4	and	and	CCONJ
gssr-621	321	5	sugarcane	sugarcane	NOUN
gssr-621	321	6	bagasse	bagasse	NOUN
gssr-621	321	7	have	have	VERB
gssr-621	321	8	their	their	PRON
gssr-621	321	9	unique	unique	ADJ
gssr-621	321	10	characteristics	characteristic	NOUN
gssr-621	321	11	,	,	PUNCT
gssr-621	321	12	and	and	CCONJ
gssr-621	321	13	the	the	DET
gssr-621	321	14	choice	choice	NOUN
gssr-621	321	15	of	of	ADP
gssr-621	321	16	feedstock	feedstock	NOUN
gssr-621	321	17	would	would	AUX
gssr-621	321	18	depend	depend	VERB
gssr-621	321	19	on	on	ADP
gssr-621	321	20	the	the	DET
gssr-621	321	21	specific	specific	ADJ
gssr-621	321	22	circumstances	circumstance	NOUN
gssr-621	321	23	and	and	CCONJ
gssr-621	321	24	objectives	objective	NOUN
gssr-621	321	25	of	of	ADP
gssr-621	321	26	the	the	DET
gssr-621	321	27	glucose	glucose	NOUN
gssr-621	321	28	production	production	NOUN
gssr-621	321	29	process	process	NOUN
gssr-621	321	30	.	.	PUNCT
gssr-621	322	1	production	production	NOUN
gssr-621	322	2	of	of	ADP
gssr-621	322	3	glucose	glucose	NOUN
gssr-621	322	4	from	from	ADP
gssr-621	322	5	rice	rice	NOUN
gssr-621	322	6	husk	husk	NOUN
gssr-621	322	7	will	will	AUX
gssr-621	322	8	also	also	ADV
gssr-621	322	9	follow	follow	VERB
gssr-621	322	10	the	the	DET
gssr-621	322	11	same	same	ADJ
gssr-621	322	12	process	process	NOUN
gssr-621	322	13	steps	step	NOUN
gssr-621	322	14	listed	list	VERB
gssr-621	322	15	under	under	ADP
gssr-621	322	16	sugarcane	sugarcane	NOUN
gssr-621	322	17	bagasse	bagasse	NOUN
gssr-621	322	18	utilization	utilization	NOUN
gssr-621	322	19	,	,	PUNCT
gssr-621	322	20	beginning	begin	VERB
gssr-621	322	21	with	with	ADP
gssr-621	322	22	pretreatment	pretreatment	NOUN
gssr-621	322	23	(	(	PUNCT
gssr-621	322	24	aredo	aredo	PROPN
gssr-621	322	25	et	et	PROPN
gssr-621	322	26	al	al	PROPN
gssr-621	322	27	.	.	PROPN
gssr-621	322	28	,	,	PUNCT
gssr-621	322	29	2020	2020	NUM
gssr-621	322	30	;	;	PUNCT
gssr-621	322	31	bohn	bohn	PROPN
gssr-621	322	32	et	et	PROPN
gssr-621	322	33	al	al	PROPN
gssr-621	322	34	.	.	PROPN
gssr-621	322	35	,	,	PUNCT
gssr-621	322	36	2021	2021	NUM
gssr-621	322	37	;	;	PUNCT
gssr-621	322	38	cheoh	cheoh	NOUN
gssr-621	322	39	,	,	PUNCT
gssr-621	322	40	2018	2018	NUM
gssr-621	322	41	)	)	PUNCT
gssr-621	322	42	.	.	PUNCT
gssr-621	323	1	the	the	DET
gssr-621	323	2	same	same	ADJ
gssr-621	323	3	author	author	NOUN
gssr-621	323	4	also	also	ADV
gssr-621	323	5	adopts	adopt	VERB
gssr-621	323	6	a	a	DET
gssr-621	323	7	unique	unique	ADJ
gssr-621	323	8	model	model	NOUN
gssr-621	323	9	called	call	VERB
gssr-621	323	10	the	the	DET
gssr-621	323	11	peleg	peleg	ADJ
gssr-621	323	12	kinetic	kinetic	ADJ
gssr-621	323	13	model	model	NOUN
gssr-621	323	14	to	to	PART
gssr-621	323	15	determine	determine	VERB
gssr-621	323	16	the	the	DET
gssr-621	323	17	reaction	reaction	NOUN
gssr-621	323	18	rate	rate	NOUN
gssr-621	323	19	constant	constant	ADJ
gssr-621	323	20	.	.	PUNCT
gssr-621	324	1	more	more	ADJ
gssr-621	324	2	details	detail	NOUN
gssr-621	324	3	are	be	AUX
gssr-621	324	4	found	find	VERB
gssr-621	324	5	in	in	ADP
gssr-621	324	6	asim	asim	PROPN
gssr-621	324	7	et	et	PROPN
gssr-621	324	8	al	al	PROPN
gssr-621	324	9	.	.	PROPN
gssr-621	325	1	(	(	PUNCT
gssr-621	325	2	2021	2021	NUM
gssr-621	325	3	)	)	PUNCT
gssr-621	325	4	who	who	PRON
gssr-621	325	5	analyzed	analyze	VERB
gssr-621	325	6	the	the	DET
gssr-621	325	7	production	production	NOUN
gssr-621	325	8	of	of	ADP
gssr-621	325	9	food	food	NOUN
gssr-621	325	10	-	-	PUNCT
gssr-621	325	11	grade	grade	NOUN
gssr-621	325	12	glucose	glucose	NOUN
gssr-621	325	13	using	use	VERB
gssr-621	325	14	wheat	wheat	NOUN
gssr-621	325	15	residues	residue	NOUN
gssr-621	325	16	and	and	CCONJ
gssr-621	325	17	rice	rice	NOUN
gssr-621	325	18	waste	waste	NOUN
gssr-621	325	19	.	.	PUNCT
gssr-621	326	1	on	on	ADP
gssr-621	326	2	the	the	DET
gssr-621	326	3	other	other	ADJ
gssr-621	326	4	hand	hand	NOUN
gssr-621	326	5	,	,	PUNCT
gssr-621	326	6	there	there	PRON
gssr-621	326	7	is	be	VERB
gssr-621	326	8	limited	limited	ADJ
gssr-621	326	9	utilization	utilization	NOUN
gssr-621	326	10	of	of	ADP
gssr-621	326	11	sawdust	sawdust	NOUN
gssr-621	326	12	to	to	PART
gssr-621	326	13	produce	produce	VERB
gssr-621	326	14	glucose	glucose	NOUN
gssr-621	326	15	.	.	PUNCT
gssr-621	327	1	one	one	NUM
gssr-621	327	2	among	among	ADP
gssr-621	327	3	previous	previous	ADJ
gssr-621	327	4	studies	study	NOUN
gssr-621	327	5	(	(	PUNCT
gssr-621	327	6	within	within	ADP
gssr-621	327	7	2018	2018	NUM
gssr-621	327	8	-	-	SYM
gssr-621	327	9	2023	2023	NUM
gssr-621	327	10	)	)	PUNCT
gssr-621	327	11	discovered	discover	VERB
gssr-621	327	12	is	be	AUX
gssr-621	327	13	a	a	DET
gssr-621	327	14	study	study	NOUN
gssr-621	327	15	by	by	ADP
gssr-621	327	16	hassan	hassan	PROPN
gssr-621	327	17	et	et	PROPN
gssr-621	327	18	al	al	PROPN
gssr-621	327	19	.	.	PROPN
gssr-621	328	1	(	(	PUNCT
gssr-621	328	2	2018	2018	NUM
gssr-621	328	3	)	)	PUNCT
gssr-621	328	4	.	.	PUNCT
gssr-621	329	1	microorganism	microorganism	NOUN
gssr-621	329	2	strain	strain	NOUN
gssr-621	329	3	for	for	ADP
gssr-621	329	4	hydrolysis	hydrolysis	NOUN
gssr-621	329	5	biodegradation	biodegradation	NOUN
gssr-621	329	6	is	be	AUX
gssr-621	329	7	the	the	DET
gssr-621	329	8	application	application	NOUN
gssr-621	329	9	of	of	ADP
gssr-621	329	10	biological	biological	ADJ
gssr-621	329	11	principle	principle	NOUN
gssr-621	329	12	for	for	ADP
gssr-621	329	13	the	the	DET
gssr-621	329	14	purpose	purpose	NOUN
gssr-621	329	15	of	of	ADP
gssr-621	329	16	converting	convert	VERB
gssr-621	329	17	food	food	NOUN
gssr-621	329	18	stuff	stuff	NOUN
gssr-621	329	19	into	into	ADP
gssr-621	329	20	more	more	ADV
gssr-621	329	21	palatable	palatable	ADJ
gssr-621	329	22	nutritional	nutritional	ADJ
gssr-621	329	23	or	or	CCONJ
gssr-621	329	24	staple	staple	ADJ
gssr-621	329	25	food	food	NOUN
gssr-621	329	26	;	;	PUNCT
gssr-621	329	27	it	it	PRON
gssr-621	329	28	has	have	VERB
gssr-621	329	29	the	the	DET
gssr-621	329	30	potential	potential	NOUN
gssr-621	329	31	to	to	PART
gssr-621	329	32	improve	improve	VERB
gssr-621	329	33	the	the	DET
gssr-621	329	34	nutritional	nutritional	ADJ
gssr-621	329	35	value	value	NOUN
gssr-621	329	36	of	of	ADP
gssr-621	329	37	fibrous	fibrous	ADJ
gssr-621	329	38	agricultural	agricultural	ADJ
gssr-621	329	39	by	by	ADP
gssr-621	329	40	-	-	PUNCT
gssr-621	329	41	product	product	NOUN
gssr-621	329	42	.	.	PUNCT
gssr-621	330	1	enzymatic	enzymatic	ADJ
gssr-621	330	2	hydrolysis	hydrolysis	NOUN
gssr-621	330	3	of	of	ADP
gssr-621	330	4	cellulose	cellulose	NOUN
gssr-621	330	5	is	be	AUX
gssr-621	330	6	carried	carry	VERB
gssr-621	330	7	out	out	ADP
gssr-621	330	8	by	by	ADP
gssr-621	330	9	enzyme	enzyme	NOUN
gssr-621	330	10	which	which	PRON
gssr-621	330	11	is	be	AUX
gssr-621	330	12	highly	highly	ADV
gssr-621	330	13	specific	specific	ADJ
gssr-621	330	14	.	.	PUNCT
gssr-621	331	1	aspergillus	aspergillus	NOUN
gssr-621	331	2	niger	niger	NOUN
gssr-621	331	3	is	be	AUX
gssr-621	331	4	worldwide	worldwide	ADJ
gssr-621	331	5	in	in	ADP
gssr-621	331	6	distribution	distribution	NOUN
gssr-621	331	7	and	and	CCONJ
gssr-621	331	8	has	have	AUX
gssr-621	331	9	been	be	AUX
gssr-621	331	10	isolated	isolate	VERB
gssr-621	331	11	from	from	ADP
gssr-621	331	12	numerous	numerous	ADJ
gssr-621	331	13	habitat	habitat	NOUN
gssr-621	331	14	.	.	PUNCT
gssr-621	332	1	humans	human	NOUN
gssr-621	332	2	are	be	AUX
gssr-621	332	3	continually	continually	ADV
gssr-621	332	4	exposed	expose	VERB
gssr-621	332	5	to	to	ADP
gssr-621	332	6	aspergillus	aspergillus	NOUN
gssr-621	332	7	niger	niger	NOUN
gssr-621	332	8	spores	spore	NOUN
gssr-621	332	9	and	and	CCONJ
gssr-621	332	10	vegetative	vegetative	ADJ
gssr-621	332	11	forms	form	NOUN
gssr-621	332	12	on	on	ADP
gssr-621	332	13	foodstuffs	foodstuff	NOUN
gssr-621	332	14	and	and	CCONJ
gssr-621	332	15	in	in	ADP
gssr-621	332	16	air	air	NOUN
gssr-621	332	17	.	.	PUNCT
gssr-621	333	1	the	the	DET
gssr-621	333	2	vast	vast	ADJ
gssr-621	333	3	majority	majority	NOUN
gssr-621	333	4	of	of	ADP
gssr-621	333	5	aspergillus	aspergillus	NOUN
gssr-621	333	6	niger	niger	NOUN
gssr-621	333	7	strains	strain	VERB
gssr-621	333	8	especially	especially	ADV
gssr-621	333	9	those	those	PRON
gssr-621	333	10	used	use	VERB
gssr-621	333	11	in	in	ADP
gssr-621	333	12	industrial	industrial	ADJ
gssr-621	333	13	fermentation	fermentation	NOUN
gssr-621	333	14	have	have	VERB
gssr-621	333	15	a	a	DET
gssr-621	333	16	history	history	NOUN
gssr-621	333	17	of	of	ADP
gssr-621	333	18	safe	safe	ADJ
gssr-621	333	19	use	use	NOUN
gssr-621	333	20	(	(	PUNCT
gssr-621	333	21	edor	edor	NOUN
gssr-621	333	22	et	et	PROPN
gssr-621	333	23	al	al	PROPN
gssr-621	333	24	.	.	PROPN
gssr-621	333	25	,	,	PUNCT
gssr-621	333	26	2018	2018	NUM
gssr-621	333	27	)	)	PUNCT
gssr-621	333	28	.	.	PUNCT
gssr-621	334	1	some	some	DET
gssr-621	334	2	species	specie	NOUN
gssr-621	334	3	of	of	ADP
gssr-621	334	4	the	the	DET
gssr-621	334	5	fungal	fungal	ADJ
gssr-621	334	6	genus	genus	NOUN
gssr-621	334	7	aspergillus	aspergillus	NOUN
gssr-621	334	8	produce	produce	VERB
gssr-621	334	9	glucoamylase	glucoamylase	NOUN
gssr-621	334	10	enzymes	enzyme	NOUN
gssr-621	334	11	that	that	PRON
gssr-621	334	12	can	can	AUX
gssr-621	334	13	break	break	VERB
gssr-621	334	14	down	down	ADP
gssr-621	334	15	starches	starch	NOUN
gssr-621	334	16	into	into	ADP
gssr-621	334	17	glucose	glucose	NOUN
gssr-621	334	18	.	.	PUNCT
gssr-621	335	1	these	these	DET
gssr-621	335	2	enzymes	enzyme	NOUN
gssr-621	335	3	are	be	AUX
gssr-621	335	4	widely	widely	ADV
gssr-621	335	5	used	use	VERB
gssr-621	335	6	in	in	ADP
gssr-621	335	7	various	various	ADJ
gssr-621	335	8	industries	industry	NOUN
gssr-621	335	9	for	for	ADP
gssr-621	335	10	starch	starch	NOUN
gssr-621	335	11	hydrolysis	hydrolysis	NOUN
gssr-621	335	12	and	and	CCONJ
gssr-621	335	13	glucose	glucose	NOUN
gssr-621	335	14	production	production	NOUN
gssr-621	335	15	.	.	PUNCT
gssr-621	336	1	apart	apart	ADV
gssr-621	336	2	from	from	ADP
gssr-621	336	3	aspergillus	aspergillus	NOUN
gssr-621	336	4	niger	niger	NOUN
gssr-621	336	5	chosen	choose	VERB
gssr-621	336	6	by	by	ADP
gssr-621	336	7	this	this	DET
gssr-621	336	8	study	study	NOUN
gssr-621	336	9	,	,	PUNCT
gssr-621	336	10	several	several	ADJ
gssr-621	336	11	other	other	ADJ
gssr-621	336	12	microorganism	microorganism	NOUN
gssr-621	336	13	strains	strain	NOUN
gssr-621	336	14	such	such	ADJ
gssr-621	336	15	as	as	ADP
gssr-621	336	16	escherichia	escherichia	NOUN
gssr-621	336	17	coli	coli	NOUN
gssr-621	336	18	may	may	AUX
gssr-621	336	19	be	be	AUX
gssr-621	336	20	used	use	VERB
gssr-621	336	21	(	(	PUNCT
gssr-621	336	22	carreón	carreón	PROPN
gssr-621	336	23	-	-	PUNCT
gssr-621	336	24	rodríguez	rodríguez	VERB
gssr-621	336	25	et	et	PROPN
gssr-621	336	26	al	al	PROPN
gssr-621	336	27	.	.	PROPN
gssr-621	336	28	,	,	PUNCT
gssr-621	336	29	2023	2023	NUM
gssr-621	336	30	)	)	PUNCT
gssr-621	336	31	.	.	PUNCT
gssr-621	337	1	methodology	methodology	PROPN
gssr-621	337	2	initial	initial	ADJ
gssr-621	337	3	literature	literature	NOUN
gssr-621	337	4	review	review	NOUN
gssr-621	337	5	was	be	AUX
gssr-621	337	6	earlier	early	ADV
gssr-621	337	7	reported	report	VERB
gssr-621	337	8	in	in	ADP
gssr-621	337	9	two	two	NUM
gssr-621	337	10	sections	section	NOUN
gssr-621	337	11	:	:	PUNCT
gssr-621	337	12	2.1	2.1	NUM
gssr-621	337	13	and	and	CCONJ
gssr-621	337	14	2.2	2.2	NUM
gssr-621	337	15	.	.	PUNCT
gssr-621	338	1	of	of	ADP
gssr-621	338	2	concern	concern	NOUN
gssr-621	338	3	to	to	ADP
gssr-621	338	4	bioengineers	bioengineer	NOUN
gssr-621	338	5	is	be	AUX
gssr-621	338	6	the	the	DET
gssr-621	338	7	speed	speed	NOUN
gssr-621	338	8	of	of	ADP
gssr-621	338	9	these	these	DET
gssr-621	338	10	production	production	NOUN
gssr-621	338	11	and	and	CCONJ
gssr-621	338	12	product	product	NOUN
gssr-621	338	13	optimization	optimization	NOUN
gssr-621	338	14	.	.	PUNCT
gssr-621	339	1	in	in	ADP
gssr-621	339	2	view	view	NOUN
gssr-621	339	3	of	of	ADP
gssr-621	339	4	that	that	PRON
gssr-621	339	5	,	,	PUNCT
gssr-621	339	6	kinetics	kinetic	NOUN
gssr-621	339	7	and	and	CCONJ
gssr-621	339	8	optimization	optimization	NOUN
gssr-621	339	9	strategies	strategy	NOUN
gssr-621	339	10	were	be	AUX
gssr-621	339	11	well	well	ADV
gssr-621	339	12	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	339	13	global	global	ADJ
gssr-621	339	14	sustainability	sustainability	NOUN
gssr-621	339	15	research	research	NOUN
gssr-621	339	16	global	global	ADJ
gssr-621	339	17	scientific	scientific	ADJ
gssr-621	339	18	research	research	NOUN
gssr-621	339	19	90	90	NUM
gssr-621	339	20	discussed	discuss	VERB
gssr-621	339	21	using	use	VERB
gssr-621	339	22	sourced	source	VERB
gssr-621	339	23	materials	material	NOUN
gssr-621	339	24	,	,	PUNCT
gssr-621	339	25	including	include	VERB
gssr-621	339	26	,	,	PUNCT
gssr-621	339	27	book	book	NOUN
gssr-621	339	28	chapters	chapter	NOUN
gssr-621	339	29	,	,	PUNCT
gssr-621	339	30	thesis	thesis	NOUN
gssr-621	339	31	,	,	PUNCT
gssr-621	339	32	journals	journal	NOUN
gssr-621	339	33	,	,	PUNCT
gssr-621	339	34	book	book	NOUN
gssr-621	339	35	and	and	CCONJ
gssr-621	339	36	conference	conference	NOUN
gssr-621	339	37	papers	paper	NOUN
gssr-621	339	38	.	.	PUNCT
gssr-621	340	1	usually	usually	ADV
gssr-621	340	2	,	,	PUNCT
gssr-621	340	3	a	a	DET
gssr-621	340	4	good	good	ADJ
gssr-621	340	5	kinetics	kinetic	NOUN
gssr-621	340	6	study	study	NOUN
gssr-621	340	7	and	and	CCONJ
gssr-621	340	8	optimized	optimize	VERB
gssr-621	340	9	production	production	NOUN
gssr-621	340	10	of	of	ADP
gssr-621	340	11	glucose	glucose	NOUN
gssr-621	340	12	will	will	AUX
gssr-621	340	13	translate	translate	VERB
gssr-621	340	14	into	into	ADP
gssr-621	340	15	experts	expert	NOUN
gssr-621	340	16	venturing	venture	VERB
gssr-621	340	17	into	into	ADP
gssr-621	340	18	its	its	PRON
gssr-621	340	19	manufacture	manufacture	NOUN
gssr-621	340	20	for	for	ADP
gssr-621	340	21	sustainable	sustainable	ADJ
gssr-621	340	22	growth	growth	NOUN
gssr-621	340	23	and	and	CCONJ
gssr-621	340	24	benefits	benefit	NOUN
gssr-621	340	25	that	that	PRON
gssr-621	340	26	can	can	AUX
gssr-621	340	27	be	be	AUX
gssr-621	340	28	driven	drive	VERB
gssr-621	340	29	from	from	ADP
gssr-621	340	30	it	it	PRON
gssr-621	340	31	.	.	PUNCT
gssr-621	341	1	thus	thus	ADV
gssr-621	341	2	,	,	PUNCT
gssr-621	341	3	the	the	DET
gssr-621	341	4	expected	expect	VERB
gssr-621	341	5	results	result	NOUN
gssr-621	341	6	discuss	discuss	VERB
gssr-621	341	7	techno	techno	NOUN
gssr-621	341	8	-	-	PUNCT
gssr-621	341	9	economic	economic	ADJ
gssr-621	341	10	analysis	analysis	NOUN
gssr-621	341	11	,	,	PUNCT
gssr-621	341	12	cost	cost	NOUN
gssr-621	341	13	,	,	PUNCT
gssr-621	341	14	life	life	NOUN
gssr-621	341	15	cycle	cycle	NOUN
gssr-621	341	16	assessment	assessment	NOUN
gssr-621	341	17	,	,	PUNCT
gssr-621	341	18	and	and	CCONJ
gssr-621	341	19	case	case	NOUN
gssr-621	341	20	studies	study	NOUN
gssr-621	341	21	for	for	ADP
gssr-621	341	22	its	its	PRON
gssr-621	341	23	industrial	industrial	ADJ
gssr-621	341	24	application	application	NOUN
gssr-621	341	25	.	.	PUNCT
gssr-621	342	1	kinetics	kinetic	NOUN
gssr-621	342	2	of	of	ADP
gssr-621	342	3	glucose	glucose	NOUN
gssr-621	342	4	production	production	NOUN
gssr-621	342	5	the	the	DET
gssr-621	342	6	kinetics	kinetic	NOUN
gssr-621	342	7	of	of	ADP
gssr-621	342	8	glucose	glucose	NOUN
gssr-621	342	9	production	production	NOUN
gssr-621	342	10	refers	refer	VERB
gssr-621	342	11	to	to	ADP
gssr-621	342	12	the	the	DET
gssr-621	342	13	study	study	NOUN
gssr-621	342	14	of	of	ADP
gssr-621	342	15	the	the	DET
gssr-621	342	16	rates	rate	NOUN
gssr-621	342	17	and	and	CCONJ
gssr-621	342	18	mechanisms	mechanism	NOUN
gssr-621	342	19	involved	involve	VERB
gssr-621	342	20	in	in	ADP
gssr-621	342	21	the	the	DET
gssr-621	342	22	conversion	conversion	NOUN
gssr-621	342	23	of	of	ADP
gssr-621	342	24	different	different	ADJ
gssr-621	342	25	feedstocks	feedstock	NOUN
gssr-621	342	26	into	into	ADP
gssr-621	342	27	glucose	glucose	NOUN
gssr-621	342	28	.	.	PUNCT
gssr-621	343	1	understanding	understand	VERB
gssr-621	343	2	the	the	DET
gssr-621	343	3	kinetics	kinetic	NOUN
gssr-621	343	4	is	be	AUX
gssr-621	343	5	essential	essential	ADJ
gssr-621	343	6	for	for	ADP
gssr-621	343	7	optimizing	optimize	VERB
gssr-621	343	8	process	process	NOUN
gssr-621	343	9	conditions	condition	NOUN
gssr-621	343	10	,	,	PUNCT
gssr-621	343	11	designing	design	VERB
gssr-621	343	12	reactors	reactor	NOUN
gssr-621	343	13	,	,	PUNCT
gssr-621	343	14	and	and	CCONJ
gssr-621	343	15	predicting	predict	VERB
gssr-621	343	16	glucose	glucose	NOUN
gssr-621	343	17	yields	yield	NOUN
gssr-621	343	18	.	.	PUNCT
gssr-621	344	1	several	several	ADJ
gssr-621	344	2	factors	factor	NOUN
gssr-621	344	3	influence	influence	VERB
gssr-621	344	4	the	the	DET
gssr-621	344	5	kinetics	kinetic	NOUN
gssr-621	344	6	of	of	ADP
gssr-621	344	7	glucose	glucose	NOUN
gssr-621	344	8	production	production	NOUN
gssr-621	344	9	,	,	PUNCT
gssr-621	344	10	including	include	VERB
gssr-621	344	11	the	the	DET
gssr-621	344	12	type	type	NOUN
gssr-621	344	13	of	of	ADP
gssr-621	344	14	feedstock	feedstock	NOUN
gssr-621	344	15	,	,	PUNCT
gssr-621	344	16	hydrolysis	hydrolysis	NOUN
gssr-621	344	17	method	method	NOUN
gssr-621	344	18	,	,	PUNCT
gssr-621	344	19	enzyme	enzyme	NOUN
gssr-621	344	20	or	or	CCONJ
gssr-621	344	21	acid	acid	NOUN
gssr-621	344	22	concentration	concentration	NOUN
gssr-621	344	23	,	,	PUNCT
gssr-621	344	24	temperature	temperature	NOUN
gssr-621	344	25	,	,	PUNCT
gssr-621	344	26	ph	ph	NOUN
gssr-621	344	27	,	,	PUNCT
gssr-621	344	28	and	and	CCONJ
gssr-621	344	29	reaction	reaction	NOUN
gssr-621	344	30	time	time	NOUN
gssr-621	344	31	(	(	PUNCT
gssr-621	344	32	ude	ude	NOUN
gssr-621	344	33	et	et	PROPN
gssr-621	344	34	al	al	PROPN
gssr-621	344	35	.	.	PROPN
gssr-621	344	36	,	,	PUNCT
gssr-621	344	37	2020	2020	NUM
gssr-621	344	38	)	)	PUNCT
gssr-621	344	39	.	.	PUNCT
gssr-621	345	1	these	these	DET
gssr-621	345	2	factors	factor	NOUN
gssr-621	345	3	affect	affect	VERB
gssr-621	345	4	the	the	DET
gssr-621	345	5	reaction	reaction	NOUN
gssr-621	345	6	rates	rate	NOUN
gssr-621	345	7	by	by	ADP
gssr-621	345	8	influencing	influence	VERB
gssr-621	345	9	the	the	DET
gssr-621	345	10	accessibility	accessibility	NOUN
gssr-621	345	11	of	of	ADP
gssr-621	345	12	carbohydrates	carbohydrate	NOUN
gssr-621	345	13	,	,	PUNCT
gssr-621	345	14	the	the	DET
gssr-621	345	15	catalytic	catalytic	ADJ
gssr-621	345	16	activity	activity	NOUN
gssr-621	345	17	of	of	ADP
gssr-621	345	18	enzymes	enzyme	NOUN
gssr-621	345	19	or	or	CCONJ
gssr-621	345	20	acids	acid	NOUN
gssr-621	345	21	,	,	PUNCT
gssr-621	345	22	and	and	CCONJ
gssr-621	345	23	the	the	DET
gssr-621	345	24	solubility	solubility	NOUN
gssr-621	345	25	and	and	CCONJ
gssr-621	345	26	stability	stability	NOUN
gssr-621	345	27	of	of	ADP
gssr-621	345	28	the	the	DET
gssr-621	345	29	intermediates	intermediate	NOUN
gssr-621	345	30	and	and	CCONJ
gssr-621	345	31	products	product	NOUN
gssr-621	345	32	(	(	PUNCT
gssr-621	345	33	sodiqovna	sodiqovna	NOUN
gssr-621	345	34	,	,	PUNCT
gssr-621	345	35	2020	2020	NUM
gssr-621	345	36	)	)	PUNCT
gssr-621	345	37	.	.	PUNCT
gssr-621	346	1	optimal	optimal	ADJ
gssr-621	346	2	process	process	NOUN
gssr-621	346	3	conditions	condition	NOUN
gssr-621	346	4	need	need	VERB
gssr-621	346	5	to	to	PART
gssr-621	346	6	be	be	AUX
gssr-621	346	7	determined	determine	VERB
gssr-621	346	8	to	to	PART
gssr-621	346	9	achieve	achieve	VERB
gssr-621	346	10	high	high	ADJ
gssr-621	346	11	glucose	glucose	NOUN
gssr-621	346	12	yields	yield	NOUN
gssr-621	346	13	and	and	CCONJ
gssr-621	346	14	conversion	conversion	NOUN
gssr-621	346	15	rates	rate	NOUN
gssr-621	346	16	.	.	PUNCT
gssr-621	347	1	the	the	DET
gssr-621	347	2	kinetics	kinetic	NOUN
gssr-621	347	3	of	of	ADP
gssr-621	347	4	glucose	glucose	NOUN
gssr-621	347	5	production	production	NOUN
gssr-621	347	6	can	can	AUX
gssr-621	347	7	involve	involve	VERB
gssr-621	347	8	different	different	ADJ
gssr-621	347	9	reaction	reaction	NOUN
gssr-621	347	10	mechanisms	mechanism	NOUN
gssr-621	347	11	depending	depend	VERB
gssr-621	347	12	on	on	ADP
gssr-621	347	13	the	the	DET
gssr-621	347	14	hydrolysis	hydrolysis	NOUN
gssr-621	347	15	method	method	NOUN
gssr-621	347	16	used	use	VERB
gssr-621	347	17	.	.	PUNCT
gssr-621	348	1	in	in	ADP
gssr-621	348	2	enzymatic	enzymatic	ADJ
gssr-621	348	3	hydrolysis	hydrolysis	NOUN
gssr-621	348	4	,	,	PUNCT
gssr-621	348	5	specific	specific	ADJ
gssr-621	348	6	enzymes	enzyme	NOUN
gssr-621	348	7	,	,	PUNCT
gssr-621	348	8	such	such	ADJ
gssr-621	348	9	as	as	ADP
gssr-621	348	10	cellulases	cellulase	NOUN
gssr-621	348	11	and	and	CCONJ
gssr-621	348	12	hemicellulases	hemicellulase	NOUN
gssr-621	348	13	,	,	PUNCT
gssr-621	348	14	break	break	VERB
gssr-621	348	15	down	down	ADP
gssr-621	348	16	the	the	DET
gssr-621	348	17	polysaccharides	polysaccharide	NOUN
gssr-621	348	18	into	into	ADP
gssr-621	348	19	glucose	glucose	NOUN
gssr-621	348	20	molecules	molecule	NOUN
gssr-621	348	21	through	through	ADP
gssr-621	348	22	enzymatic	enzymatic	ADJ
gssr-621	348	23	cleavage	cleavage	NOUN
gssr-621	348	24	of	of	ADP
gssr-621	348	25	glycosidic	glycosidic	ADJ
gssr-621	348	26	bonds	bond	NOUN
gssr-621	348	27	(	(	PUNCT
gssr-621	348	28	hu	hu	PROPN
gssr-621	348	29	et	et	PROPN
gssr-621	348	30	al	al	PROPN
gssr-621	348	31	.	.	PROPN
gssr-621	348	32	,	,	PUNCT
gssr-621	348	33	2021	2021	NUM
gssr-621	348	34	;	;	PUNCT
gssr-621	348	35	ilo	ilo	PROPN
gssr-621	348	36	,	,	PUNCT
gssr-621	348	37	2020	2020	NUM
gssr-621	348	38	)	)	PUNCT
gssr-621	348	39	.	.	PUNCT
gssr-621	349	1	the	the	DET
gssr-621	349	2	reaction	reaction	NOUN
gssr-621	349	3	typically	typically	ADV
gssr-621	349	4	follows	follow	VERB
gssr-621	349	5	a	a	DET
gssr-621	349	6	complex	complex	ADJ
gssr-621	349	7	mechanism	mechanism	NOUN
gssr-621	349	8	involving	involve	VERB
gssr-621	349	9	substrate	substrate	NOUN
gssr-621	349	10	adsorption	adsorption	NOUN
gssr-621	349	11	,	,	PUNCT
gssr-621	349	12	enzymatic	enzymatic	ADJ
gssr-621	349	13	reaction	reaction	NOUN
gssr-621	349	14	,	,	PUNCT
gssr-621	349	15	and	and	CCONJ
gssr-621	349	16	product	product	NOUN
gssr-621	349	17	desorption	desorption	NOUN
gssr-621	349	18	.	.	PUNCT
gssr-621	350	1	acid	acid	NOUN
gssr-621	350	2	hydrolysis	hydrolysis	NOUN
gssr-621	350	3	,	,	PUNCT
gssr-621	350	4	on	on	ADP
gssr-621	350	5	the	the	DET
gssr-621	350	6	other	other	ADJ
gssr-621	350	7	hand	hand	NOUN
gssr-621	350	8	,	,	PUNCT
gssr-621	350	9	involves	involve	VERB
gssr-621	350	10	the	the	DET
gssr-621	350	11	hydrolysis	hydrolysis	NOUN
gssr-621	350	12	of	of	ADP
gssr-621	350	13	carbohydrates	carbohydrate	NOUN
gssr-621	350	14	by	by	ADP
gssr-621	350	15	strong	strong	ADJ
gssr-621	350	16	acids	acid	NOUN
gssr-621	350	17	(	(	PUNCT
gssr-621	350	18	andreeva	andreeva	NOUN
gssr-621	350	19	et	et	PROPN
gssr-621	350	20	al	al	PROPN
gssr-621	350	21	.	.	PROPN
gssr-621	350	22	,	,	PUNCT
gssr-621	350	23	2021	2021	NUM
gssr-621	350	24	)	)	PUNCT
gssr-621	350	25	,	,	PUNCT
gssr-621	350	26	resulting	result	VERB
gssr-621	350	27	in	in	ADP
gssr-621	350	28	the	the	DET
gssr-621	350	29	cleavage	cleavage	NOUN
gssr-621	350	30	of	of	ADP
gssr-621	350	31	glycosidic	glycosidic	ADJ
gssr-621	350	32	bonds	bond	NOUN
gssr-621	350	33	and	and	CCONJ
gssr-621	350	34	the	the	DET
gssr-621	350	35	release	release	NOUN
gssr-621	350	36	of	of	ADP
gssr-621	350	37	glucose	glucose	NOUN
gssr-621	350	38	.	.	PUNCT
gssr-621	351	1	mathematical	mathematical	ADJ
gssr-621	351	2	models	model	NOUN
gssr-621	351	3	are	be	AUX
gssr-621	351	4	widely	widely	ADV
gssr-621	351	5	used	use	VERB
gssr-621	351	6	to	to	PART
gssr-621	351	7	describe	describe	VERB
gssr-621	351	8	and	and	CCONJ
gssr-621	351	9	predict	predict	VERB
gssr-621	351	10	the	the	DET
gssr-621	351	11	kinetics	kinetic	NOUN
gssr-621	351	12	of	of	ADP
gssr-621	351	13	glucose	glucose	NOUN
gssr-621	351	14	production	production	NOUN
gssr-621	351	15	.	.	PUNCT
gssr-621	352	1	these	these	DET
gssr-621	352	2	models	model	NOUN
gssr-621	352	3	can	can	AUX
gssr-621	352	4	be	be	AUX
gssr-621	352	5	based	base	VERB
gssr-621	352	6	on	on	ADP
gssr-621	352	7	empirical	empirical	ADJ
gssr-621	352	8	correlations	correlation	NOUN
gssr-621	352	9	,	,	PUNCT
gssr-621	352	10	mechanistic	mechanistic	ADJ
gssr-621	352	11	principles	principle	NOUN
gssr-621	352	12	,	,	PUNCT
gssr-621	352	13	or	or	CCONJ
gssr-621	352	14	a	a	DET
gssr-621	352	15	combination	combination	NOUN
gssr-621	352	16	of	of	ADP
gssr-621	352	17	both	both	PRON
gssr-621	352	18	.	.	PUNCT
gssr-621	353	1	empirical	empirical	ADJ
gssr-621	353	2	models	model	NOUN
gssr-621	353	3	use	use	VERB
gssr-621	353	4	experimental	experimental	ADJ
gssr-621	353	5	data	datum	NOUN
gssr-621	353	6	to	to	PART
gssr-621	353	7	develop	develop	VERB
gssr-621	353	8	correlations	correlation	NOUN
gssr-621	353	9	between	between	ADP
gssr-621	353	10	process	process	NOUN
gssr-621	353	11	variables	variable	NOUN
gssr-621	353	12	and	and	CCONJ
gssr-621	353	13	glucose	glucose	NOUN
gssr-621	353	14	production	production	NOUN
gssr-621	353	15	rates	rate	NOUN
gssr-621	353	16	.	.	PUNCT
gssr-621	354	1	mechanistic	mechanistic	ADJ
gssr-621	354	2	models	model	NOUN
gssr-621	354	3	(	(	PUNCT
gssr-621	354	4	richter	richter	PROPN
gssr-621	354	5	et	et	PROPN
gssr-621	354	6	al	al	PROPN
gssr-621	354	7	.	.	PROPN
gssr-621	354	8	,	,	PUNCT
gssr-621	354	9	2022	2022	NUM
gssr-621	354	10	;	;	PUNCT
gssr-621	354	11	salazar	salazar	NOUN
gssr-621	354	12	et	et	PROPN
gssr-621	354	13	al	al	PROPN
gssr-621	354	14	.	.	PROPN
gssr-621	354	15	,	,	PUNCT
gssr-621	354	16	2023	2023	NUM
gssr-621	354	17	)	)	PUNCT
gssr-621	354	18	,	,	PUNCT
gssr-621	354	19	on	on	ADP
gssr-621	354	20	the	the	DET
gssr-621	354	21	other	other	ADJ
gssr-621	354	22	hand	hand	NOUN
gssr-621	354	23	,	,	PUNCT
gssr-621	354	24	are	be	AUX
gssr-621	354	25	based	base	VERB
gssr-621	354	26	on	on	ADP
gssr-621	354	27	the	the	DET
gssr-621	354	28	understanding	understanding	NOUN
gssr-621	354	29	of	of	ADP
gssr-621	354	30	reaction	reaction	NOUN
gssr-621	354	31	mechanisms	mechanism	NOUN
gssr-621	354	32	and	and	CCONJ
gssr-621	354	33	the	the	DET
gssr-621	354	34	application	application	NOUN
gssr-621	354	35	of	of	ADP
gssr-621	354	36	mass	mass	ADJ
gssr-621	354	37	balance	balance	NOUN
gssr-621	354	38	and	and	CCONJ
gssr-621	354	39	rate	rate	NOUN
gssr-621	354	40	equations	equation	NOUN
gssr-621	354	41	.	.	PUNCT
gssr-621	355	1	these	these	DET
gssr-621	355	2	models	model	NOUN
gssr-621	355	3	can	can	AUX
gssr-621	355	4	provide	provide	VERB
gssr-621	355	5	insights	insight	NOUN
gssr-621	355	6	into	into	ADP
gssr-621	355	7	the	the	DET
gssr-621	355	8	underlying	underlying	ADJ
gssr-621	355	9	reaction	reaction	NOUN
gssr-621	355	10	kinetics	kinetic	NOUN
gssr-621	355	11	and	and	CCONJ
gssr-621	355	12	aid	aid	NOUN
gssr-621	355	13	in	in	ADP
gssr-621	355	14	process	process	NOUN
gssr-621	355	15	optimization	optimization	NOUN
gssr-621	355	16	and	and	CCONJ
gssr-621	355	17	reactor	reactor	NOUN
gssr-621	355	18	design	design	NOUN
gssr-621	355	19	.	.	PUNCT
gssr-621	356	1	the	the	DET
gssr-621	356	2	determination	determination	NOUN
gssr-621	356	3	of	of	ADP
gssr-621	356	4	reaction	reaction	NOUN
gssr-621	356	5	rates	rate	NOUN
gssr-621	356	6	is	be	AUX
gssr-621	356	7	crucial	crucial	ADJ
gssr-621	356	8	for	for	ADP
gssr-621	356	9	understanding	understand	VERB
gssr-621	356	10	the	the	DET
gssr-621	356	11	kinetics	kinetic	NOUN
gssr-621	356	12	of	of	ADP
gssr-621	356	13	glucose	glucose	NOUN
gssr-621	356	14	production	production	NOUN
gssr-621	356	15	.	.	PUNCT
gssr-621	357	1	experimental	experimental	ADJ
gssr-621	357	2	techniques	technique	NOUN
gssr-621	357	3	such	such	ADJ
gssr-621	357	4	as	as	ADP
gssr-621	357	5	batch	batch	NOUN
gssr-621	357	6	assays	assay	NOUN
gssr-621	357	7	,	,	PUNCT
gssr-621	357	8	continuous	continuous	ADJ
gssr-621	357	9	flow	flow	NOUN
gssr-621	357	10	reactors	reactor	NOUN
gssr-621	357	11	,	,	PUNCT
gssr-621	357	12	or	or	CCONJ
gssr-621	357	13	spectroscopic	spectroscopic	ADJ
gssr-621	357	14	methods	method	NOUN
gssr-621	357	15	can	can	AUX
gssr-621	357	16	be	be	AUX
gssr-621	357	17	employed	employ	VERB
gssr-621	357	18	to	to	PART
gssr-621	357	19	measure	measure	VERB
gssr-621	357	20	the	the	DET
gssr-621	357	21	rates	rate	NOUN
gssr-621	357	22	of	of	ADP
gssr-621	357	23	glucose	glucose	NOUN
gssr-621	357	24	release	release	NOUN
gssr-621	357	25	or	or	CCONJ
gssr-621	357	26	consumption	consumption	NOUN
gssr-621	357	27	(	(	PUNCT
gssr-621	357	28	halka	halka	PROPN
gssr-621	357	29	et	et	PROPN
gssr-621	357	30	al	al	PROPN
gssr-621	357	31	.	.	PROPN
gssr-621	357	32	,	,	PUNCT
gssr-621	357	33	2018	2018	NUM
gssr-621	357	34	)	)	PUNCT
gssr-621	357	35	.	.	PUNCT
gssr-621	358	1	by	by	ADP
gssr-621	358	2	varying	vary	VERB
gssr-621	358	3	process	process	NOUN
gssr-621	358	4	parameters	parameter	NOUN
gssr-621	358	5	such	such	ADJ
gssr-621	358	6	as	as	ADP
gssr-621	358	7	enzyme	enzyme	NOUN
gssr-621	358	8	or	or	CCONJ
gssr-621	358	9	acid	acid	NOUN
gssr-621	358	10	concentration	concentration	NOUN
gssr-621	358	11	,	,	PUNCT
gssr-621	358	12	temperature	temperature	NOUN
gssr-621	358	13	,	,	PUNCT
gssr-621	358	14	or	or	CCONJ
gssr-621	358	15	reaction	reaction	NOUN
gssr-621	358	16	time	time	NOUN
gssr-621	358	17	,	,	PUNCT
gssr-621	358	18	the	the	DET
gssr-621	358	19	rates	rate	NOUN
gssr-621	358	20	can	can	AUX
gssr-621	358	21	be	be	AUX
gssr-621	358	22	determined	determine	VERB
gssr-621	358	23	and	and	CCONJ
gssr-621	358	24	used	use	VERB
gssr-621	358	25	to	to	PART
gssr-621	358	26	estimate	estimate	VERB
gssr-621	358	27	reaction	reaction	NOUN
gssr-621	358	28	rate	rate	NOUN
gssr-621	358	29	constants	constant	NOUN
gssr-621	358	30	and	and	CCONJ
gssr-621	358	31	activation	activation	NOUN
gssr-621	358	32	energies	energy	NOUN
gssr-621	358	33	.	.	PUNCT
gssr-621	359	1	kinetic	kinetic	ADJ
gssr-621	359	2	modeling	modeling	NOUN
gssr-621	359	3	involves	involve	VERB
gssr-621	359	4	the	the	DET
gssr-621	359	5	development	development	NOUN
gssr-621	359	6	of	of	ADP
gssr-621	359	7	mathematical	mathematical	ADJ
gssr-621	359	8	equations	equation	NOUN
gssr-621	359	9	that	that	PRON
gssr-621	359	10	describe	describe	VERB
gssr-621	359	11	the	the	DET
gssr-621	359	12	rates	rate	NOUN
gssr-621	359	13	of	of	ADP
gssr-621	359	14	glucose	glucose	NOUN
gssr-621	359	15	production	production	NOUN
gssr-621	359	16	as	as	ADP
gssr-621	359	17	a	a	DET
gssr-621	359	18	function	function	NOUN
gssr-621	359	19	of	of	ADP
gssr-621	359	20	various	various	ADJ
gssr-621	359	21	process	process	NOUN
gssr-621	359	22	variables	variable	NOUN
gssr-621	359	23	.	.	PUNCT
gssr-621	360	1	model	model	NOUN
gssr-621	360	2	parameters	parameter	NOUN
gssr-621	360	3	,	,	PUNCT
gssr-621	360	4	such	such	ADJ
gssr-621	360	5	as	as	ADP
gssr-621	360	6	reaction	reaction	NOUN
gssr-621	360	7	rate	rate	NOUN
gssr-621	360	8	constants	constant	NOUN
gssr-621	360	9	and	and	CCONJ
gssr-621	360	10	activation	activation	NOUN
gssr-621	360	11	energies	energy	NOUN
gssr-621	360	12	,	,	PUNCT
gssr-621	360	13	can	can	AUX
gssr-621	360	14	be	be	AUX
gssr-621	360	15	estimated	estimate	VERB
gssr-621	360	16	by	by	ADP
gssr-621	360	17	fitting	fit	VERB
gssr-621	360	18	the	the	DET
gssr-621	360	19	model	model	NOUN
gssr-621	360	20	to	to	ADP
gssr-621	360	21	experimental	experimental	ADJ
gssr-621	360	22	data	datum	NOUN
gssr-621	360	23	using	use	VERB
gssr-621	360	24	optimization	optimization	NOUN
gssr-621	360	25	techniques	technique	NOUN
gssr-621	360	26	.	.	PUNCT
gssr-621	361	1	parameter	parameter	NOUN
gssr-621	361	2	estimation	estimation	NOUN
gssr-621	361	3	methods	method	NOUN
gssr-621	361	4	(	(	PUNCT
gssr-621	361	5	murzin	murzin	PROPN
gssr-621	361	6	et	et	PROPN
gssr-621	361	7	al	al	PROPN
gssr-621	361	8	.	.	PROPN
gssr-621	361	9	,	,	PUNCT
gssr-621	361	10	2021	2021	NUM
gssr-621	361	11	;	;	PUNCT
gssr-621	361	12	yu	yu	PROPN
gssr-621	361	13	et	et	PROPN
gssr-621	361	14	al	al	PROPN
gssr-621	361	15	.	.	PROPN
gssr-621	361	16	,	,	PUNCT
gssr-621	361	17	2021	2021	NUM
gssr-621	361	18	)	)	PUNCT
gssr-621	361	19	,	,	PUNCT
gssr-621	361	20	such	such	ADJ
gssr-621	361	21	as	as	ADP
gssr-621	361	22	nonlinear	nonlinear	ADJ
gssr-621	361	23	regression	regression	NOUN
gssr-621	361	24	or	or	CCONJ
gssr-621	361	25	kinetic	kinetic	ADJ
gssr-621	361	26	modeling	modeling	NOUN
gssr-621	361	27	software	software	NOUN
gssr-621	361	28	,	,	PUNCT
gssr-621	361	29	can	can	AUX
gssr-621	361	30	be	be	AUX
gssr-621	361	31	employed	employ	VERB
gssr-621	361	32	to	to	PART
gssr-621	361	33	obtain	obtain	VERB
gssr-621	361	34	accurate	accurate	ADJ
gssr-621	361	35	parameter	parameter	NOUN
gssr-621	361	36	values	value	NOUN
gssr-621	361	37	and	and	CCONJ
gssr-621	361	38	validate	validate	VERB
gssr-621	361	39	the	the	DET
gssr-621	361	40	model	model	NOUN
gssr-621	361	41	's	's	PART
gssr-621	361	42	predictive	predictive	ADJ
gssr-621	361	43	capabilities	capability	NOUN
gssr-621	361	44	.	.	PUNCT
gssr-621	362	1	the	the	DET
gssr-621	362	2	kinetics	kinetic	NOUN
gssr-621	362	3	of	of	ADP
gssr-621	362	4	glucose	glucose	NOUN
gssr-621	362	5	production	production	NOUN
gssr-621	362	6	play	play	VERB
gssr-621	362	7	a	a	DET
gssr-621	362	8	crucial	crucial	ADJ
gssr-621	362	9	role	role	NOUN
gssr-621	362	10	in	in	ADP
gssr-621	362	11	process	process	NOUN
gssr-621	362	12	optimization	optimization	NOUN
gssr-621	362	13	.	.	PUNCT
gssr-621	363	1	by	by	ADP
gssr-621	363	2	studying	study	VERB
gssr-621	363	3	the	the	DET
gssr-621	363	4	reaction	reaction	NOUN
gssr-621	363	5	rates	rate	NOUN
gssr-621	363	6	and	and	CCONJ
gssr-621	363	7	understanding	understand	VERB
gssr-621	363	8	the	the	DET
gssr-621	363	9	underlying	underlie	VERB
gssr-621	363	10	mechanisms	mechanism	NOUN
gssr-621	363	11	,	,	PUNCT
gssr-621	363	12	process	process	NOUN
gssr-621	363	13	conditions	condition	NOUN
gssr-621	363	14	can	can	AUX
gssr-621	363	15	be	be	AUX
gssr-621	363	16	optimized	optimize	VERB
gssr-621	363	17	to	to	PART
gssr-621	363	18	maximize	maximize	VERB
gssr-621	363	19	glucose	glucose	NOUN
gssr-621	363	20	yields	yield	NOUN
gssr-621	363	21	,	,	PUNCT
gssr-621	363	22	conversion	conversion	NOUN
gssr-621	363	23	rates	rate	NOUN
gssr-621	363	24	,	,	PUNCT
gssr-621	363	25	and	and	CCONJ
gssr-621	363	26	process	process	NOUN
gssr-621	363	27	efficiency	efficiency	NOUN
gssr-621	363	28	(	(	PUNCT
gssr-621	363	29	bryan	bryan	PROPN
gssr-621	363	30	et	et	PROPN
gssr-621	363	31	al	al	PROPN
gssr-621	363	32	.	.	PROPN
gssr-621	363	33	,	,	PUNCT
gssr-621	363	34	2018	2018	NUM
gssr-621	363	35	;	;	PUNCT
gssr-621	363	36	toif	toif	PROPN
gssr-621	363	37	et	et	PROPN
gssr-621	363	38	al	al	PROPN
gssr-621	363	39	.	.	PROPN
gssr-621	363	40	,	,	PUNCT
gssr-621	363	41	2021	2021	NUM
gssr-621	363	42	)	)	PUNCT
gssr-621	363	43	.	.	PUNCT
gssr-621	364	1	kinetic	kinetic	ADJ
gssr-621	364	2	studies	study	NOUN
gssr-621	364	3	also	also	ADV
gssr-621	364	4	provide	provide	VERB
gssr-621	364	5	insights	insight	NOUN
gssr-621	364	6	into	into	ADP
gssr-621	364	7	the	the	DET
gssr-621	364	8	effects	effect	NOUN
gssr-621	364	9	of	of	ADP
gssr-621	364	10	different	different	ADJ
gssr-621	364	11	variables	variable	NOUN
gssr-621	364	12	,	,	PUNCT
gssr-621	364	13	allowing	allow	VERB
gssr-621	364	14	for	for	ADP
gssr-621	364	15	the	the	DET
gssr-621	364	16	identification	identification	NOUN
gssr-621	364	17	of	of	ADP
gssr-621	364	18	limiting	limit	VERB
gssr-621	364	19	factors	factor	NOUN
gssr-621	364	20	and	and	CCONJ
gssr-621	364	21	the	the	DET
gssr-621	364	22	determination	determination	NOUN
gssr-621	364	23	of	of	ADP
gssr-621	364	24	optimal	optimal	ADJ
gssr-621	364	25	operating	operating	NOUN
gssr-621	364	26	conditions	condition	NOUN
gssr-621	364	27	.	.	PUNCT
gssr-621	365	1	table	table	NOUN
gssr-621	365	2	1	1	NUM
gssr-621	365	3	are	be	AUX
gssr-621	365	4	literature	literature	NOUN
gssr-621	365	5	summary	summary	NOUN
gssr-621	365	6	of	of	ADP
gssr-621	365	7	previous	previous	ADJ
gssr-621	365	8	work	work	NOUN
gssr-621	365	9	on	on	ADP
gssr-621	365	10	glucose	glucose	NOUN
gssr-621	365	11	production	production	NOUN
gssr-621	365	12	.	.	PUNCT
gssr-621	366	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	366	2	global	global	ADJ
gssr-621	366	3	sustainability	sustainability	NOUN
gssr-621	366	4	research	research	NOUN
gssr-621	366	5	global	global	ADJ
gssr-621	366	6	scientific	scientific	ADJ
gssr-621	366	7	research	research	NOUN
gssr-621	366	8	91	91	NUM
gssr-621	366	9	table	table	NOUN
gssr-621	366	10	1	1	NUM
gssr-621	366	11	:	:	PUNCT
gssr-621	366	12	literature	literature	NOUN
gssr-621	366	13	review	review	NOUN
gssr-621	366	14	on	on	ADP
gssr-621	366	15	glucose	glucose	NOUN
gssr-621	366	16	production	production	NOUN
gssr-621	366	17	methodologies	methodology	NOUN
gssr-621	366	18	author	author	NOUN
gssr-621	366	19	microorganism	microorganism	NOUN
gssr-621	366	20	and/or	and/or	CCONJ
gssr-621	366	21	feedstock	feedstock	NOUN
gssr-621	366	22	method	method	NOUN
gssr-621	366	23	glucose	glucose	NOUN
gssr-621	366	24	yield	yield	NOUN
gssr-621	366	25	condition	condition	NOUN
gssr-621	366	26	(	(	PUNCT
gssr-621	366	27	ude	ude	NOUN
gssr-621	366	28	et	et	PROPN
gssr-621	366	29	al	al	PROPN
gssr-621	366	30	.	.	PROPN
gssr-621	366	31	,	,	PUNCT
gssr-621	366	32	2020	2020	NUM
gssr-621	366	33	)	)	PUNCT
gssr-621	366	34	0.428	0.428	NUM
gssr-621	366	35	g/50	g/50	NOUN
gssr-621	366	36	ml	ml	ADP
gssr-621	366	37	enzyme	enzyme	NOUN
gssr-621	366	38	+	+	CCONJ
gssr-621	366	39	mixed	mixed	ADJ
gssr-621	366	40	peels	peel	NOUN
gssr-621	366	41	(	(	PUNCT
gssr-621	366	42	cassava	cassava	NOUN
gssr-621	366	43	&	&	CCONJ
gssr-621	366	44	potato	potato	PROPN
gssr-621	366	45	)	)	PUNCT
gssr-621	366	46	kinetic	kinetic	NOUN
gssr-621	366	47	of	of	ADP
gssr-621	366	48	hydrolysis	hydrolysis	NOUN
gssr-621	366	49	:	:	PUNCT
gssr-621	366	50	michaelis	michaelis	ADJ
gssr-621	366	51	-	-	PUNCT
gssr-621	366	52	menten	menten	ADJ
gssr-621	366	53	model	model	NOUN
gssr-621	366	54	;	;	PUNCT
gssr-621	366	55	optimization	optimization	NOUN
gssr-621	366	56	=	=	SYM
gssr-621	366	57	rsm	rsm	PROPN
gssr-621	366	58	79	79	NUM
gssr-621	366	59	%	%	NOUN
gssr-621	366	60	36	36	NUM
gssr-621	366	61	℃	℃	PROPN
gssr-621	366	62	;	;	PUNCT
gssr-621	366	63	ph	ph	PROPN
gssr-621	366	64	=	=	NOUN
gssr-621	366	65	4.55	4.55	NUM
gssr-621	366	66	;	;	PUNCT
gssr-621	366	67	retention	retention	NOUN
gssr-621	366	68	time	time	NOUN
gssr-621	366	69	=	=	SYM
gssr-621	366	70	5	5	NUM
gssr-621	366	71	days	day	NOUN
gssr-621	366	72	(	(	PUNCT
gssr-621	366	73	onyelucheya	onyelucheya	PROPN
gssr-621	366	74	et	et	PROPN
gssr-621	366	75	al	al	PROPN
gssr-621	366	76	.	.	PROPN
gssr-621	366	77	,	,	PUNCT
gssr-621	366	78	2022	2022	NUM
gssr-621	366	79	)	)	PUNCT
gssr-621	366	80	corn	corn	NOUN
gssr-621	366	81	cob	cob	NOUN
gssr-621	366	82	kinetics	kinetic	NOUN
gssr-621	366	83	:	:	PUNCT
gssr-621	366	84	seaman	seaman	NOUN
gssr-621	366	85	&	&	CCONJ
gssr-621	366	86	two	two	NUM
gssr-621	366	87	-	-	PUNCT
gssr-621	366	88	fraction	fraction	NOUN
gssr-621	366	89	model	model	NOUN
gssr-621	366	90	0.038	0.038	NUM
gssr-621	366	91	mg	mg	PROPN
gssr-621	366	92	/	/	SYM
gssr-621	366	93	ml	ml	NOUN
gssr-621	366	94	130	130	NUM
gssr-621	366	95	℃	℃	PROPN
gssr-621	366	96	;	;	PUNCT
gssr-621	366	97	phosphoric	phosphoric	NOUN
gssr-621	366	98	acid	acid	PROPN
gssr-621	366	99	&	&	CCONJ
gssr-621	366	100	nitric	nitric	ADJ
gssr-621	366	101	acid	acid	NOUN
gssr-621	366	102	(	(	PUNCT
gssr-621	366	103	dussán	dussán	NOUN
gssr-621	366	104	et	et	PROPN
gssr-621	366	105	al	al	PROPN
gssr-621	366	106	.	.	PROPN
gssr-621	366	107	,	,	PUNCT
gssr-621	366	108	2014	2014	NUM
gssr-621	366	109	)	)	PUNCT
gssr-621	366	110	sugarcane	sugarcane	NOUN
gssr-621	366	111	bagasse	bagasse	NOUN
gssr-621	366	112	+	+	CCONJ
gssr-621	366	113	sc	sc	PROPN
gssr-621	366	114	.	.	PROPN
gssr-621	367	1	stipitis	stipitis	PROPN
gssr-621	367	2	analytical	analytical	ADJ
gssr-621	367	3	method	method	NOUN
gssr-621	367	4	22.74	22.74	NUM
gssr-621	367	5	g	g	NOUN
gssr-621	367	6	/	/	SYM
gssr-621	367	7	l	l	NOUN
gssr-621	367	8	dilute	dilute	NOUN
gssr-621	367	9	sulfuric	sulfuric	NOUN
gssr-621	367	10	acid	acid	NOUN
gssr-621	367	11	;	;	PUNCT
gssr-621	367	12	155	155	NUM
gssr-621	367	13	℃	℃	PROPN
gssr-621	367	14	;	;	PUNCT
gssr-621	367	15	time	time	NOUN
gssr-621	367	16	=	=	SYM
gssr-621	367	17	10	10	NUM
gssr-621	367	18	min	min	NOUN
gssr-621	367	19	(	(	PUNCT
gssr-621	367	20	el	el	NOUN
gssr-621	367	21	-	-	PROPN
gssr-621	367	22	zawawy	zawawy	PROPN
gssr-621	367	23	et	et	PROPN
gssr-621	367	24	al	al	PROPN
gssr-621	367	25	.	.	PROPN
gssr-621	367	26	,	,	PUNCT
gssr-621	367	27	2011	2011	NUM
gssr-621	367	28	)	)	PUNCT
gssr-621	367	29	rice	rice	NOUN
gssr-621	367	30	straw	straw	NOUN
gssr-621	367	31	+	+	CCONJ
gssr-621	367	32	banana	banana	NOUN
gssr-621	367	33	plant	plant	NOUN
gssr-621	367	34	+	+	CCONJ
gssr-621	367	35	corn	corn	NOUN
gssr-621	367	36	cob	cob	NOUN
gssr-621	367	37	+	+	CCONJ
gssr-621	367	38	enzyme	enzyme	NOUN
gssr-621	367	39	(	(	PUNCT
gssr-621	367	40	trichoderma	trichoderma	X
gssr-621	367	41	reesei	reesei	ADJ
gssr-621	367	42	)	)	PUNCT
gssr-621	367	43	enzyme	enzyme	NOUN
gssr-621	367	44	and	and	CCONJ
gssr-621	367	45	acid	acid	NOUN
gssr-621	367	46	hydrolysis	hydrolysis	NOUN
gssr-621	367	47	0.3	0.3	NUM
gssr-621	367	48	-	-	SYM
gssr-621	367	49	1.1	1.1	NUM
gssr-621	367	50	g	g	NOUN
gssr-621	367	51	/	/	SYM
gssr-621	367	52	l	l	NOUN
gssr-621	367	53	sulphuric	sulphuric	ADJ
gssr-621	367	54	acid	acid	NOUN
gssr-621	367	55	;	;	PUNCT
gssr-621	367	56	ph	ph	NOUN
gssr-621	367	57	=	=	NOUN
gssr-621	367	58	4.5	4.5	NUM
gssr-621	367	59	-	-	SYM
gssr-621	367	60	5.0	5.0	NUM
gssr-621	367	61	;	;	PUNCT
gssr-621	367	62	40	40	NUM
gssr-621	367	63	-	-	SYM
gssr-621	367	64	50	50	NUM
gssr-621	367	65	℃	℃	PROPN
gssr-621	367	66	(	(	PUNCT
gssr-621	367	67	adeoye	adeoye	VERB
gssr-621	367	68	et	et	PROPN
gssr-621	367	69	al	al	PROPN
gssr-621	367	70	.	.	PROPN
gssr-621	367	71	,	,	PUNCT
gssr-621	367	72	2019	2019	NUM
gssr-621	367	73	)	)	PUNCT
gssr-621	367	74	pineapple	pineapple	NOUN
gssr-621	367	75	+	+	CCONJ
gssr-621	367	76	pawpaw	pawpaw	NOUN
gssr-621	367	77	peels	peel	NOUN
gssr-621	367	78	pseudo	pseudo	NOUN
gssr-621	367	79	-	-	ADJ
gssr-621	367	80	first	first	ADJ
gssr-621	367	81	order	order	NOUN
gssr-621	367	82	model	model	NOUN
gssr-621	367	83	;	;	PUNCT
gssr-621	367	84	arrhenius	arrhenius	PROPN
gssr-621	367	85	thermodynamic	thermodynamic	ADJ
gssr-621	367	86	model	model	NOUN
gssr-621	367	87	;	;	PUNCT
gssr-621	367	88	ftir	ftir	PROPN
gssr-621	367	89	29.47	29.47	NUM
gssr-621	367	90	-	-	SYM
gssr-621	367	91	30.8	30.8	NUM
gssr-621	367	92	%	%	NOUN
gssr-621	367	93	1	1	NUM
gssr-621	367	94	m	m	NOUN
gssr-621	367	95	h2so4	h2so4	NOUN
gssr-621	367	96	hydrolysis	hydrolysis	NOUN
gssr-621	367	97	;	;	PUNCT
gssr-621	367	98	60	60	NUM
gssr-621	367	99	-	-	SYM
gssr-621	367	100	90	90	NUM
gssr-621	367	101	℃	℃	PROPN
gssr-621	367	102	;	;	PUNCT
gssr-621	367	103	hydrolysis	hydrolysis	NOUN
gssr-621	367	104	time	time	NOUN
gssr-621	367	105	=	=	SYM
gssr-621	367	106	0140	0140	NUM
gssr-621	367	107	min	min	NOUN
gssr-621	367	108	;	;	PUNCT
gssr-621	367	109	acid	acid	NOUN
gssr-621	367	110	conc	conc	NOUN
gssr-621	367	111	=	=	PUNCT
gssr-621	367	112	1	1	NUM
gssr-621	367	113	-	-	SYM
gssr-621	367	114	3.5	3.5	NUM
gssr-621	367	115	m	m	NOUN
gssr-621	367	116	(	(	PUNCT
gssr-621	367	117	roslan	roslan	PROPN
gssr-621	367	118	&	&	CCONJ
gssr-621	367	119	salimi	salimi	PROPN
gssr-621	367	120	,	,	PUNCT
gssr-621	367	121	2019	2019	NUM
gssr-621	367	122	)	)	PUNCT
gssr-621	367	123	sugarcane	sugarcane	NOUN
gssr-621	367	124	bagasse	bagasse	PROPN
gssr-621	367	125	rsm	rsm	PROPN
gssr-621	367	126	,	,	PUNCT
gssr-621	367	127	regression	regression	VERB
gssr-621	367	128	analysis	analysis	NOUN
gssr-621	367	129	and	and	CCONJ
gssr-621	367	130	design	design	NOUN
gssr-621	367	131	of	of	ADP
gssr-621	367	132	experiment	experiment	NOUN
gssr-621	367	133	(	(	PUNCT
gssr-621	367	134	doe	doe	NOUN
gssr-621	367	135	)	)	PUNCT
gssr-621	367	136	0.783	0.783	NUM
gssr-621	367	137	g	g	NOUN
gssr-621	367	138	/	/	SYM
gssr-621	367	139	l	l	NOUN
gssr-621	367	140	34	34	NUM
gssr-621	367	141	°	°	SYM
gssr-621	367	142	c	c	NOUN
gssr-621	367	143	,	,	PUNCT
gssr-621	367	144	ph	ph	NOUN
gssr-621	367	145	=	=	NOUN
gssr-621	367	146	6.39	6.39	NUM
gssr-621	367	147	and	and	CCONJ
gssr-621	367	148	enzyme	enzyme	NOUN
gssr-621	367	149	dosage	dosage	NOUN
gssr-621	367	150	=	=	SYM
gssr-621	367	151	0.15	0.15	NUM
gssr-621	367	152	ml	ml	NOUN
gssr-621	367	153	kinetic	kinetic	ADJ
gssr-621	367	154	models	model	NOUN
gssr-621	367	155	for	for	ADP
gssr-621	367	156	enzymatic	enzymatic	ADJ
gssr-621	367	157	hydrolysis	hydrolysis	NOUN
gssr-621	367	158	kinetic	kinetic	NOUN
gssr-621	367	159	models	model	NOUN
gssr-621	367	160	for	for	ADP
gssr-621	367	161	enzymatic	enzymatic	ADJ
gssr-621	367	162	hydrolysis	hydrolysis	NOUN
gssr-621	367	163	are	be	AUX
gssr-621	367	164	mathematical	mathematical	ADJ
gssr-621	367	165	representations	representation	NOUN
gssr-621	367	166	that	that	PRON
gssr-621	367	167	describe	describe	VERB
gssr-621	367	168	the	the	DET
gssr-621	367	169	rates	rate	NOUN
gssr-621	367	170	of	of	ADP
gssr-621	367	171	glucose	glucose	NOUN
gssr-621	367	172	production	production	NOUN
gssr-621	367	173	from	from	ADP
gssr-621	367	174	the	the	DET
gssr-621	367	175	hydrolysis	hydrolysis	NOUN
gssr-621	367	176	of	of	ADP
gssr-621	367	177	polysaccharides	polysaccharide	NOUN
gssr-621	367	178	by	by	ADP
gssr-621	367	179	enzymes	enzyme	NOUN
gssr-621	367	180	(	(	PUNCT
gssr-621	367	181	shokrkar	shokrkar	NOUN
gssr-621	367	182	&	&	CCONJ
gssr-621	367	183	ebrahimi	ebrahimi	PROPN
gssr-621	367	184	,	,	PUNCT
gssr-621	367	185	2021	2021	NUM
gssr-621	367	186	)	)	PUNCT
gssr-621	367	187	.	.	PUNCT
gssr-621	368	1	these	these	DET
gssr-621	368	2	models	model	NOUN
gssr-621	368	3	are	be	AUX
gssr-621	368	4	essential	essential	ADJ
gssr-621	368	5	for	for	ADP
gssr-621	368	6	understanding	understand	VERB
gssr-621	368	7	the	the	DET
gssr-621	368	8	underlying	underlie	VERB
gssr-621	368	9	mechanisms	mechanism	NOUN
gssr-621	368	10	,	,	PUNCT
gssr-621	368	11	optimizing	optimize	VERB
gssr-621	368	12	process	process	NOUN
gssr-621	368	13	conditions	condition	NOUN
gssr-621	368	14	,	,	PUNCT
gssr-621	368	15	and	and	CCONJ
gssr-621	368	16	predicting	predict	VERB
gssr-621	368	17	glucose	glucose	NOUN
gssr-621	368	18	yields	yield	NOUN
gssr-621	368	19	.	.	PUNCT
gssr-621	369	1	the	the	DET
gssr-621	369	2	commonly	commonly	ADV
gssr-621	369	3	used	use	VERB
gssr-621	369	4	kinetic	kinetic	NOUN
gssr-621	369	5	models	model	NOUN
gssr-621	369	6	for	for	ADP
gssr-621	369	7	enzymatic	enzymatic	ADJ
gssr-621	369	8	hydrolysis	hydrolysis	NOUN
gssr-621	369	9	,	,	PUNCT
gssr-621	369	10	their	their	PRON
gssr-621	369	11	assumptions	assumption	NOUN
gssr-621	369	12	,	,	PUNCT
gssr-621	369	13	and	and	CCONJ
gssr-621	369	14	their	their	PRON
gssr-621	369	15	applications	application	NOUN
gssr-621	369	16	will	will	AUX
gssr-621	369	17	be	be	AUX
gssr-621	369	18	discussed	discuss	VERB
gssr-621	369	19	(	(	PUNCT
gssr-621	369	20	efrinalia	efrinalia	PROPN
gssr-621	369	21	et	et	PROPN
gssr-621	369	22	al	al	PROPN
gssr-621	369	23	.	.	PROPN
gssr-621	369	24	,	,	PUNCT
gssr-621	369	25	2022	2022	NUM
gssr-621	369	26	;	;	PUNCT
gssr-621	369	27	shokrkar	shokrkar	NOUN
gssr-621	369	28	&	&	CCONJ
gssr-621	369	29	ebrahimi	ebrahimi	PROPN
gssr-621	369	30	,	,	PUNCT
gssr-621	369	31	2021	2021	NUM
gssr-621	369	32	)	)	PUNCT
gssr-621	369	33	.	.	PUNCT
gssr-621	370	1	(	(	PUNCT
gssr-621	370	2	a	a	X
gssr-621	370	3	)	)	PUNCT
gssr-621	370	4	michaelis	michaeli	NOUN
gssr-621	370	5	-	-	PUNCT
gssr-621	370	6	menten	menten	ADJ
gssr-621	370	7	model	model	NOUN
gssr-621	370	8	:	:	PUNCT
gssr-621	370	9	the	the	DET
gssr-621	370	10	michaelis	michaelis	ADJ
gssr-621	370	11	-	-	PUNCT
gssr-621	370	12	menten	menten	ADJ
gssr-621	370	13	model	model	NOUN
gssr-621	370	14	is	be	AUX
gssr-621	370	15	one	one	NUM
gssr-621	370	16	of	of	ADP
gssr-621	370	17	the	the	DET
gssr-621	370	18	most	most	ADV
gssr-621	370	19	widely	widely	ADV
gssr-621	370	20	used	use	VERB
gssr-621	370	21	kinetic	kinetic	NOUN
gssr-621	370	22	models	model	NOUN
gssr-621	370	23	for	for	ADP
gssr-621	370	24	enzymatic	enzymatic	ADJ
gssr-621	370	25	reactions	reaction	NOUN
gssr-621	370	26	,	,	PUNCT
gssr-621	370	27	including	include	VERB
gssr-621	370	28	enzymatic	enzymatic	ADJ
gssr-621	370	29	hydrolysis	hydrolysis	NOUN
gssr-621	370	30	.	.	PUNCT
gssr-621	371	1	it	it	PRON
gssr-621	371	2	assumes	assume	VERB
gssr-621	371	3	that	that	SCONJ
gssr-621	371	4	the	the	DET
gssr-621	371	5	reaction	reaction	NOUN
gssr-621	371	6	rate	rate	NOUN
gssr-621	371	7	is	be	AUX
gssr-621	371	8	proportional	proportional	ADJ
gssr-621	371	9	to	to	ADP
gssr-621	371	10	the	the	DET
gssr-621	371	11	concentration	concentration	NOUN
gssr-621	371	12	of	of	ADP
gssr-621	371	13	the	the	DET
gssr-621	371	14	enzyme	enzyme	NOUN
gssr-621	371	15	-	-	PUNCT
gssr-621	371	16	substrate	substrate	NOUN
gssr-621	371	17	complex	complex	NOUN
gssr-621	371	18	.	.	PUNCT
gssr-621	372	1	the	the	DET
gssr-621	372	2	model	model	NOUN
gssr-621	372	3	incorporates	incorporate	VERB
gssr-621	372	4	two	two	NUM
gssr-621	372	5	parameters	parameter	NOUN
gssr-621	372	6	:	:	PUNCT
gssr-621	372	7	the	the	DET
gssr-621	372	8	maximum	maximum	ADJ
gssr-621	372	9	reaction	reaction	NOUN
gssr-621	372	10	rate	rate	NOUN
gssr-621	372	11	(	(	PUNCT
gssr-621	372	12	𝑉𝑚𝑎𝑥	𝑉𝑚𝑎𝑥	PROPN
gssr-621	372	13	)	)	PUNCT
gssr-621	372	14	and	and	CCONJ
gssr-621	372	15	the	the	DET
gssr-621	372	16	michaelis	michaelis	ADJ
gssr-621	372	17	constant	constant	ADJ
gssr-621	372	18	(	(	PUNCT
gssr-621	372	19	𝐾𝑚	𝐾𝑚	PROPN
gssr-621	372	20	)	)	PUNCT
gssr-621	372	21	,	,	PUNCT
gssr-621	372	22	which	which	PRON
gssr-621	372	23	represents	represent	VERB
gssr-621	372	24	the	the	DET
gssr-621	372	25	substrate	substrate	NOUN
gssr-621	372	26	concentration	concentration	NOUN
gssr-621	372	27	at	at	ADP
gssr-621	372	28	which	which	PRON
gssr-621	372	29	the	the	DET
gssr-621	372	30	reaction	reaction	NOUN
gssr-621	372	31	rate	rate	NOUN
gssr-621	372	32	is	be	AUX
gssr-621	372	33	half	half	NOUN
gssr-621	372	34	of	of	ADP
gssr-621	372	35	vmax	vmax	PROPN
gssr-621	372	36	.	.	PUNCT
gssr-621	373	1	the	the	DET
gssr-621	373	2	michaelis	michaelis	ADJ
gssr-621	373	3	-	-	PUNCT
gssr-621	373	4	menten	menten	ADJ
gssr-621	373	5	model	model	NOUN
gssr-621	373	6	is	be	AUX
gssr-621	373	7	based	base	VERB
gssr-621	373	8	on	on	ADP
gssr-621	373	9	the	the	DET
gssr-621	373	10	assumption	assumption	NOUN
gssr-621	373	11	of	of	ADP
gssr-621	373	12	steady	steady	ADJ
gssr-621	373	13	-	-	PUNCT
gssr-621	373	14	state	state	NOUN
gssr-621	373	15	enzyme	enzyme	NOUN
gssr-621	373	16	kinetics	kinetic	NOUN
gssr-621	373	17	and	and	CCONJ
gssr-621	373	18	assumes	assume	VERB
gssr-621	373	19	that	that	SCONJ
gssr-621	373	20	the	the	DET
gssr-621	373	21	enzyme	enzyme	NOUN
gssr-621	373	22	-	-	PUNCT
gssr-621	373	23	substrate	substrate	NOUN
gssr-621	373	24	complex	complex	NOUN
gssr-621	373	25	is	be	AUX
gssr-621	373	26	the	the	DET
gssr-621	373	27	rate	rate	NOUN
gssr-621	373	28	-	-	PUNCT
gssr-621	373	29	determining	determine	VERB
gssr-621	373	30	step	step	NOUN
gssr-621	373	31	.	.	PUNCT
gssr-621	374	1	(	(	PUNCT
gssr-621	374	2	b	b	X
gssr-621	374	3	)	)	PUNCT
gssr-621	374	4	briggs	briggs	PROPN
gssr-621	374	5	-	-	PUNCT
gssr-621	374	6	haldane	haldane	PROPN
gssr-621	374	7	model	model	NOUN
gssr-621	374	8	:	:	PUNCT
gssr-621	374	9	the	the	DET
gssr-621	374	10	briggs	briggs	PROPN
gssr-621	374	11	-	-	PUNCT
gssr-621	374	12	haldane	haldane	PROPN
gssr-621	374	13	model	model	NOUN
gssr-621	374	14	is	be	AUX
gssr-621	374	15	an	an	DET
gssr-621	374	16	extension	extension	NOUN
gssr-621	374	17	of	of	ADP
gssr-621	374	18	the	the	DET
gssr-621	374	19	michaelis	michaeli	NOUN
gssr-621	374	20	-	-	PUNCT
gssr-621	374	21	menten	menten	ADJ
gssr-621	374	22	model	model	NOUN
gssr-621	374	23	and	and	CCONJ
gssr-621	374	24	considers	consider	VERB
gssr-621	374	25	the	the	DET
gssr-621	374	26	reversible	reversible	ADJ
gssr-621	374	27	formation	formation	NOUN
gssr-621	374	28	of	of	ADP
gssr-621	374	29	the	the	DET
gssr-621	374	30	enzyme	enzyme	NOUN
gssr-621	374	31	-	-	PUNCT
gssr-621	374	32	substrate	substrate	NOUN
gssr-621	374	33	complex	complex	NOUN
gssr-621	374	34	.	.	PUNCT
gssr-621	375	1	it	it	PRON
gssr-621	375	2	incorporates	incorporate	VERB
gssr-621	375	3	an	an	DET
gssr-621	375	4	additional	additional	ADJ
gssr-621	375	5	parameter	parameter	NOUN
gssr-621	375	6	,	,	PUNCT
gssr-621	375	7	the	the	DET
gssr-621	375	8	dissociation	dissociation	NOUN
gssr-621	375	9	constant	constant	ADJ
gssr-621	375	10	(	(	PUNCT
gssr-621	375	11	𝐾𝑑	𝐾𝑑	PROPN
gssr-621	375	12	)	)	PUNCT
gssr-621	375	13	,	,	PUNCT
gssr-621	375	14	which	which	PRON
gssr-621	375	15	represents	represent	VERB
gssr-621	375	16	the	the	DET
gssr-621	375	17	equilibrium	equilibrium	NOUN
gssr-621	375	18	constant	constant	ADJ
gssr-621	375	19	between	between	ADP
gssr-621	375	20	the	the	DET
gssr-621	375	21	enzymesubstrate	enzymesubstrate	NOUN
gssr-621	375	22	complex	complex	NOUN
gssr-621	375	23	and	and	CCONJ
gssr-621	375	24	the	the	DET
gssr-621	375	25	free	free	ADJ
gssr-621	375	26	enzyme	enzyme	NOUN
gssr-621	375	27	and	and	CCONJ
gssr-621	375	28	substrate	substrate	NOUN
gssr-621	375	29	.	.	PUNCT
gssr-621	376	1	the	the	DET
gssr-621	376	2	briggs	briggs	PROPN
gssr-621	376	3	-	-	PUNCT
gssr-621	376	4	haldane	haldane	PROPN
gssr-621	376	5	model	model	NOUN
gssr-621	376	6	provides	provide	VERB
gssr-621	376	7	a	a	DET
gssr-621	376	8	more	more	ADV
gssr-621	376	9	accurate	accurate	ADJ
gssr-621	376	10	representation	representation	NOUN
gssr-621	376	11	of	of	ADP
gssr-621	376	12	the	the	DET
gssr-621	376	13	enzymatic	enzymatic	ADJ
gssr-621	376	14	hydrolysis	hydrolysis	NOUN
gssr-621	376	15	process	process	NOUN
gssr-621	376	16	by	by	ADP
gssr-621	376	17	considering	consider	VERB
gssr-621	376	18	the	the	DET
gssr-621	376	19	reversible	reversible	ADJ
gssr-621	376	20	nature	nature	NOUN
gssr-621	376	21	of	of	ADP
gssr-621	376	22	the	the	DET
gssr-621	376	23	enzymesubstrate	enzymesubstrate	ADJ
gssr-621	376	24	interaction	interaction	NOUN
gssr-621	376	25	.	.	PUNCT
gssr-621	377	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	377	2	global	global	ADJ
gssr-621	377	3	sustainability	sustainability	NOUN
gssr-621	377	4	research	research	NOUN
gssr-621	377	5	global	global	ADJ
gssr-621	377	6	scientific	scientific	ADJ
gssr-621	377	7	research	research	NOUN
gssr-621	377	8	92	92	NUM
gssr-621	377	9	(	(	PUNCT
gssr-621	377	10	c	c	NOUN
gssr-621	377	11	)	)	PUNCT
gssr-621	377	12	hanes	hanes	PROPN
gssr-621	377	13	-	-	PUNCT
gssr-621	377	14	woolf	woolf	PROPN
gssr-621	377	15	model	model	PROPN
gssr-621	377	16	:	:	PUNCT
gssr-621	377	17	the	the	DET
gssr-621	377	18	hanes	hanes	PROPN
gssr-621	377	19	-	-	PUNCT
gssr-621	377	20	woolf	woolf	PROPN
gssr-621	377	21	model	model	NOUN
gssr-621	377	22	is	be	AUX
gssr-621	377	23	an	an	DET
gssr-621	377	24	alternative	alternative	ADJ
gssr-621	377	25	representation	representation	NOUN
gssr-621	377	26	of	of	ADP
gssr-621	377	27	the	the	DET
gssr-621	377	28	michaelis	michaelis	ADJ
gssr-621	377	29	-	-	PUNCT
gssr-621	377	30	menten	menten	ADJ
gssr-621	377	31	equation	equation	NOUN
gssr-621	377	32	.	.	PUNCT
gssr-621	378	1	it	it	PRON
gssr-621	378	2	linearizes	linearize	VERB
gssr-621	378	3	the	the	DET
gssr-621	378	4	relationship	relationship	NOUN
gssr-621	378	5	between	between	ADP
gssr-621	378	6	the	the	DET
gssr-621	378	7	reaction	reaction	NOUN
gssr-621	378	8	rate	rate	NOUN
gssr-621	378	9	and	and	CCONJ
gssr-621	378	10	the	the	DET
gssr-621	378	11	substrate	substrate	NOUN
gssr-621	378	12	concentration	concentration	NOUN
gssr-621	378	13	by	by	ADP
gssr-621	378	14	plotting	plot	VERB
gssr-621	378	15	the	the	DET
gssr-621	378	16	ratio	ratio	NOUN
gssr-621	378	17	of	of	ADP
gssr-621	378	18	the	the	DET
gssr-621	378	19	substrate	substrate	NOUN
gssr-621	378	20	concentration	concentration	NOUN
gssr-621	378	21	to	to	ADP
gssr-621	378	22	the	the	DET
gssr-621	378	23	reaction	reaction	NOUN
gssr-621	378	24	rate	rate	NOUN
gssr-621	378	25	against	against	ADP
gssr-621	378	26	the	the	DET
gssr-621	378	27	substrate	substrate	NOUN
gssr-621	378	28	concentration	concentration	NOUN
gssr-621	378	29	.	.	PUNCT
gssr-621	379	1	the	the	DET
gssr-621	379	2	slope	slope	NOUN
gssr-621	379	3	of	of	ADP
gssr-621	379	4	the	the	DET
gssr-621	379	5	linear	linear	ADJ
gssr-621	379	6	plot	plot	NOUN
gssr-621	379	7	represents	represent	VERB
gssr-621	379	8	the	the	DET
gssr-621	379	9	michaelis	michaelis	ADJ
gssr-621	379	10	constant	constant	ADJ
gssr-621	379	11	(	(	PUNCT
gssr-621	379	12	𝐾𝑚	𝐾𝑚	PROPN
gssr-621	379	13	)	)	PUNCT
gssr-621	379	14	,	,	PUNCT
gssr-621	379	15	and	and	CCONJ
gssr-621	379	16	the	the	DET
gssr-621	379	17	intercept	intercept	NOUN
gssr-621	379	18	on	on	ADP
gssr-621	379	19	the	the	DET
gssr-621	379	20	y	y	NOUN
gssr-621	379	21	-	-	PUNCT
gssr-621	379	22	axis	axis	NOUN
gssr-621	379	23	represents	represent	VERB
gssr-621	379	24	the	the	DET
gssr-621	379	25	reciprocal	reciprocal	NOUN
gssr-621	379	26	of	of	ADP
gssr-621	379	27	the	the	DET
gssr-621	379	28	maximum	maximum	ADJ
gssr-621	379	29	reaction	reaction	NOUN
gssr-621	379	30	rate	rate	NOUN
gssr-621	379	31	(	(	PUNCT
gssr-621	379	32	1/𝑉𝑚𝑎𝑥	1/𝑉𝑚𝑎𝑥	NUM
gssr-621	379	33	)	)	PUNCT
gssr-621	379	34	.	.	PUNCT
gssr-621	380	1	the	the	DET
gssr-621	380	2	hanes	hanes	PROPN
gssr-621	380	3	-	-	PUNCT
gssr-621	380	4	woolf	woolf	PROPN
gssr-621	380	5	model	model	NOUN
gssr-621	380	6	is	be	AUX
gssr-621	380	7	particularly	particularly	ADV
gssr-621	380	8	useful	useful	ADJ
gssr-621	380	9	when	when	SCONJ
gssr-621	380	10	experimental	experimental	ADJ
gssr-621	380	11	data	datum	NOUN
gssr-621	380	12	have	have	VERB
gssr-621	380	13	high	high	ADJ
gssr-621	380	14	variability	variability	NOUN
gssr-621	380	15	or	or	CCONJ
gssr-621	380	16	at	at	ADP
gssr-621	380	17	low	low	ADJ
gssr-621	380	18	substrate	substrate	NOUN
gssr-621	380	19	concentrations	concentration	NOUN
gssr-621	380	20	.	.	PUNCT
gssr-621	381	1	(	(	PUNCT
gssr-621	381	2	d	d	X
gssr-621	381	3	)	)	PUNCT
gssr-621	381	4	luedeking	luedeking	ADJ
gssr-621	381	5	-	-	PUNCT
gssr-621	381	6	piret	piret	NOUN
gssr-621	381	7	model	model	NOUN
gssr-621	381	8	:	:	PUNCT
gssr-621	381	9	the	the	DET
gssr-621	381	10	luedeking	luedeke	VERB
gssr-621	381	11	-	-	PUNCT
gssr-621	381	12	piret	piret	NOUN
gssr-621	381	13	model	model	NOUN
gssr-621	381	14	is	be	AUX
gssr-621	381	15	a	a	DET
gssr-621	381	16	phenomenological	phenomenological	ADJ
gssr-621	381	17	model	model	NOUN
gssr-621	381	18	that	that	PRON
gssr-621	381	19	describes	describe	VERB
gssr-621	381	20	the	the	DET
gssr-621	381	21	relationship	relationship	NOUN
gssr-621	381	22	between	between	ADP
gssr-621	381	23	the	the	DET
gssr-621	381	24	production	production	NOUN
gssr-621	381	25	rate	rate	NOUN
gssr-621	381	26	of	of	ADP
gssr-621	381	27	glucose	glucose	NOUN
gssr-621	381	28	and	and	CCONJ
gssr-621	381	29	the	the	DET
gssr-621	381	30	consumption	consumption	NOUN
gssr-621	381	31	rate	rate	NOUN
gssr-621	381	32	of	of	ADP
gssr-621	381	33	the	the	DET
gssr-621	381	34	substrate	substrate	NOUN
gssr-621	381	35	.	.	PUNCT
gssr-621	382	1	it	it	PRON
gssr-621	382	2	assumes	assume	VERB
gssr-621	382	3	that	that	SCONJ
gssr-621	382	4	both	both	CCONJ
gssr-621	382	5	the	the	DET
gssr-621	382	6	glucose	glucose	NOUN
gssr-621	382	7	production	production	NOUN
gssr-621	382	8	and	and	CCONJ
gssr-621	382	9	substrate	substrate	NOUN
gssr-621	382	10	consumption	consumption	NOUN
gssr-621	382	11	rates	rate	NOUN
gssr-621	382	12	are	be	AUX
gssr-621	382	13	dependent	dependent	ADJ
gssr-621	382	14	on	on	ADP
gssr-621	382	15	the	the	DET
gssr-621	382	16	concentration	concentration	NOUN
gssr-621	382	17	of	of	ADP
gssr-621	382	18	the	the	DET
gssr-621	382	19	substrate	substrate	NOUN
gssr-621	382	20	and	and	CCONJ
gssr-621	382	21	the	the	DET
gssr-621	382	22	enzyme	enzyme	NOUN
gssr-621	382	23	.	.	PUNCT
gssr-621	383	1	the	the	DET
gssr-621	383	2	model	model	NOUN
gssr-621	383	3	incorporates	incorporate	VERB
gssr-621	383	4	two	two	NUM
gssr-621	383	5	parameters	parameter	NOUN
gssr-621	383	6	:	:	PUNCT
gssr-621	383	7	the	the	DET
gssr-621	383	8	luedeking	luedeke	VERB
gssr-621	383	9	-	-	PUNCT
gssr-621	383	10	piret	piret	NOUN
gssr-621	383	11	coefficient	coefficient	NOUN
gssr-621	383	12	(	(	PUNCT
gssr-621	383	13	α	α	NOUN
gssr-621	383	14	)	)	PUNCT
gssr-621	383	15	,	,	PUNCT
gssr-621	383	16	which	which	PRON
gssr-621	383	17	represents	represent	VERB
gssr-621	383	18	the	the	DET
gssr-621	383	19	extent	extent	NOUN
gssr-621	383	20	of	of	ADP
gssr-621	383	21	glucose	glucose	NOUN
gssr-621	383	22	production	production	NOUN
gssr-621	383	23	independent	independent	ADJ
gssr-621	383	24	of	of	ADP
gssr-621	383	25	substrate	substrate	NOUN
gssr-621	383	26	consumption	consumption	NOUN
gssr-621	383	27	,	,	PUNCT
gssr-621	383	28	and	and	CCONJ
gssr-621	383	29	the	the	DET
gssr-621	383	30	luedeking	luedeking	ADJ
gssr-621	383	31	-	-	PUNCT
gssr-621	383	32	piret	piret	NOUN
gssr-621	383	33	coefficient	coefficient	NOUN
gssr-621	383	34	(	(	PUNCT
gssr-621	383	35	β	β	NOUN
gssr-621	383	36	)	)	PUNCT
gssr-621	383	37	,	,	PUNCT
gssr-621	383	38	which	which	PRON
gssr-621	383	39	represents	represent	VERB
gssr-621	383	40	the	the	DET
gssr-621	383	41	fraction	fraction	NOUN
gssr-621	383	42	of	of	ADP
gssr-621	383	43	substrate	substrate	NOUN
gssr-621	383	44	consumed	consume	VERB
gssr-621	383	45	in	in	ADP
gssr-621	383	46	relation	relation	NOUN
gssr-621	383	47	to	to	ADP
gssr-621	383	48	glucose	glucose	NOUN
gssr-621	383	49	production	production	NOUN
gssr-621	383	50	.	.	PUNCT
gssr-621	384	1	(	(	PUNCT
gssr-621	384	2	e	e	NOUN
gssr-621	384	3	)	)	PUNCT
gssr-621	384	4	substrate	substrate	NOUN
gssr-621	384	5	inhibition	inhibition	NOUN
gssr-621	384	6	model	model	NOUN
gssr-621	384	7	:	:	PUNCT
gssr-621	384	8	the	the	DET
gssr-621	384	9	substrate	substrate	NOUN
gssr-621	384	10	inhibition	inhibition	NOUN
gssr-621	384	11	model	model	NOUN
gssr-621	384	12	accounts	account	NOUN
gssr-621	384	13	for	for	ADP
gssr-621	384	14	the	the	DET
gssr-621	384	15	inhibition	inhibition	NOUN
gssr-621	384	16	of	of	ADP
gssr-621	384	17	the	the	DET
gssr-621	384	18	enzymatic	enzymatic	ADJ
gssr-621	384	19	reaction	reaction	NOUN
gssr-621	384	20	at	at	ADP
gssr-621	384	21	high	high	ADJ
gssr-621	384	22	substrate	substrate	NOUN
gssr-621	384	23	concentrations	concentration	NOUN
gssr-621	384	24	.	.	PUNCT
gssr-621	385	1	it	it	PRON
gssr-621	385	2	assumes	assume	VERB
gssr-621	385	3	that	that	SCONJ
gssr-621	385	4	the	the	DET
gssr-621	385	5	reaction	reaction	NOUN
gssr-621	385	6	rate	rate	NOUN
gssr-621	385	7	decreases	decrease	VERB
gssr-621	385	8	at	at	ADP
gssr-621	385	9	high	high	ADJ
gssr-621	385	10	substrate	substrate	NOUN
gssr-621	385	11	concentrations	concentration	NOUN
gssr-621	385	12	due	due	ADJ
gssr-621	385	13	to	to	ADP
gssr-621	385	14	the	the	DET
gssr-621	385	15	inhibitory	inhibitory	ADJ
gssr-621	385	16	effect	effect	NOUN
gssr-621	385	17	of	of	ADP
gssr-621	385	18	the	the	DET
gssr-621	385	19	excess	excess	ADJ
gssr-621	385	20	substrate	substrate	NOUN
gssr-621	385	21	.	.	PUNCT
gssr-621	386	1	the	the	DET
gssr-621	386	2	model	model	NOUN
gssr-621	386	3	incorporates	incorporate	VERB
gssr-621	386	4	an	an	DET
gssr-621	386	5	additional	additional	ADJ
gssr-621	386	6	parameter	parameter	NOUN
gssr-621	386	7	,	,	PUNCT
gssr-621	386	8	the	the	DET
gssr-621	386	9	inhibition	inhibition	NOUN
gssr-621	386	10	constant	constant	ADJ
gssr-621	386	11	(	(	PUNCT
gssr-621	386	12	𝐾𝑖	𝐾𝑖	PROPN
gssr-621	386	13	)	)	PUNCT
gssr-621	386	14	,	,	PUNCT
gssr-621	386	15	which	which	PRON
gssr-621	386	16	represents	represent	VERB
gssr-621	386	17	the	the	DET
gssr-621	386	18	substrate	substrate	NOUN
gssr-621	386	19	concentration	concentration	NOUN
gssr-621	386	20	at	at	ADP
gssr-621	386	21	which	which	PRON
gssr-621	386	22	the	the	DET
gssr-621	386	23	reaction	reaction	NOUN
gssr-621	386	24	rate	rate	NOUN
gssr-621	386	25	is	be	AUX
gssr-621	386	26	half	half	NOUN
gssr-621	386	27	of	of	ADP
gssr-621	386	28	the	the	DET
gssr-621	386	29	maximum	maximum	ADJ
gssr-621	386	30	reaction	reaction	NOUN
gssr-621	386	31	rate	rate	NOUN
gssr-621	386	32	.	.	PUNCT
gssr-621	387	1	the	the	DET
gssr-621	387	2	substrate	substrate	NOUN
gssr-621	387	3	inhibition	inhibition	NOUN
gssr-621	387	4	model	model	NOUN
gssr-621	387	5	is	be	AUX
gssr-621	387	6	particularly	particularly	ADV
gssr-621	387	7	relevant	relevant	ADJ
gssr-621	387	8	when	when	SCONJ
gssr-621	387	9	working	work	VERB
gssr-621	387	10	with	with	ADP
gssr-621	387	11	concentrated	concentrated	ADJ
gssr-621	387	12	substrate	substrate	NOUN
gssr-621	387	13	solutions	solution	NOUN
gssr-621	387	14	.	.	PUNCT
gssr-621	388	1	(	(	PUNCT
gssr-621	388	2	f	f	X
gssr-621	388	3	)	)	PUNCT
gssr-621	388	4	modified	modify	VERB
gssr-621	388	5	kinetic	kinetic	ADJ
gssr-621	388	6	models	model	NOUN
gssr-621	388	7	:	:	PUNCT
gssr-621	388	8	in	in	ADP
gssr-621	388	9	addition	addition	NOUN
gssr-621	388	10	to	to	ADP
gssr-621	388	11	the	the	DET
gssr-621	388	12	aforementioned	aforementioned	ADJ
gssr-621	388	13	models	model	NOUN
gssr-621	388	14	,	,	PUNCT
gssr-621	388	15	various	various	ADJ
gssr-621	388	16	modified	modify	VERB
gssr-621	388	17	kinetic	kinetic	NOUN
gssr-621	388	18	models	model	NOUN
gssr-621	388	19	have	have	AUX
gssr-621	388	20	been	be	AUX
gssr-621	388	21	proposed	propose	VERB
gssr-621	388	22	to	to	PART
gssr-621	388	23	account	account	VERB
gssr-621	388	24	for	for	ADP
gssr-621	388	25	specific	specific	ADJ
gssr-621	388	26	factors	factor	NOUN
gssr-621	388	27	and	and	CCONJ
gssr-621	388	28	phenomena	phenomenon	NOUN
gssr-621	388	29	in	in	ADP
gssr-621	388	30	enzymatic	enzymatic	ADJ
gssr-621	388	31	hydrolysis	hydrolysis	NOUN
gssr-621	388	32	.	.	PUNCT
gssr-621	389	1	these	these	PRON
gssr-621	389	2	include	include	VERB
gssr-621	389	3	models	model	NOUN
gssr-621	389	4	considering	consider	VERB
gssr-621	389	5	enzyme	enzyme	NOUN
gssr-621	389	6	deactivation	deactivation	NOUN
gssr-621	389	7	,	,	PUNCT
gssr-621	389	8	enzyme	enzyme	NOUN
gssr-621	389	9	substrate	substrate	NOUN
gssr-621	389	10	heterogeneity	heterogeneity	NOUN
gssr-621	389	11	,	,	PUNCT
gssr-621	389	12	multiple	multiple	ADJ
gssr-621	389	13	enzyme	enzyme	NOUN
gssr-621	389	14	activities	activity	NOUN
gssr-621	389	15	,	,	PUNCT
gssr-621	389	16	and	and	CCONJ
gssr-621	389	17	product	product	NOUN
gssr-621	389	18	inhibition	inhibition	NOUN
gssr-621	389	19	.	.	PUNCT
gssr-621	390	1	these	these	DET
gssr-621	390	2	modified	modify	VERB
gssr-621	390	3	models	model	NOUN
gssr-621	390	4	provide	provide	VERB
gssr-621	390	5	a	a	DET
gssr-621	390	6	more	more	ADV
gssr-621	390	7	comprehensive	comprehensive	ADJ
gssr-621	390	8	representation	representation	NOUN
gssr-621	390	9	of	of	ADP
gssr-621	390	10	the	the	DET
gssr-621	390	11	enzymatic	enzymatic	ADJ
gssr-621	390	12	hydrolysis	hydrolysis	NOUN
gssr-621	390	13	process	process	NOUN
gssr-621	390	14	by	by	ADP
gssr-621	390	15	considering	consider	VERB
gssr-621	390	16	additional	additional	ADJ
gssr-621	390	17	factors	factor	NOUN
gssr-621	390	18	that	that	PRON
gssr-621	390	19	can	can	AUX
gssr-621	390	20	influence	influence	VERB
gssr-621	390	21	reaction	reaction	NOUN
gssr-621	390	22	rates	rate	NOUN
gssr-621	390	23	and	and	CCONJ
gssr-621	390	24	glucose	glucose	NOUN
gssr-621	390	25	yields	yield	NOUN
gssr-621	390	26	.	.	PUNCT
gssr-621	391	1	kinetic	kinetic	ADJ
gssr-621	391	2	models	model	NOUN
gssr-621	391	3	for	for	ADP
gssr-621	391	4	enzymatic	enzymatic	ADJ
gssr-621	391	5	hydrolysis	hydrolysis	NOUN
gssr-621	391	6	provide	provide	VERB
gssr-621	391	7	valuable	valuable	ADJ
gssr-621	391	8	insights	insight	NOUN
gssr-621	391	9	into	into	ADP
gssr-621	391	10	the	the	DET
gssr-621	391	11	reaction	reaction	NOUN
gssr-621	391	12	mechanisms	mechanism	NOUN
gssr-621	391	13	,	,	PUNCT
gssr-621	391	14	reaction	reaction	NOUN
gssr-621	391	15	rates	rate	NOUN
gssr-621	391	16	,	,	PUNCT
gssr-621	391	17	and	and	CCONJ
gssr-621	391	18	optimal	optimal	ADJ
gssr-621	391	19	process	process	NOUN
gssr-621	391	20	conditions	condition	NOUN
gssr-621	391	21	for	for	ADP
gssr-621	391	22	glucose	glucose	NOUN
gssr-621	391	23	production	production	NOUN
gssr-621	391	24	.	.	PUNCT
gssr-621	392	1	by	by	ADP
gssr-621	392	2	fitting	fit	VERB
gssr-621	392	3	the	the	DET
gssr-621	392	4	models	model	NOUN
gssr-621	392	5	to	to	ADP
gssr-621	392	6	experimental	experimental	ADJ
gssr-621	392	7	data	datum	NOUN
gssr-621	392	8	using	use	VERB
gssr-621	392	9	parameter	parameter	NOUN
gssr-621	392	10	estimation	estimation	NOUN
gssr-621	392	11	techniques	technique	NOUN
gssr-621	392	12	(	(	PUNCT
gssr-621	392	13	shokrkar	shokrkar	NOUN
gssr-621	392	14	&	&	CCONJ
gssr-621	392	15	ebrahimi	ebrahimi	PROPN
gssr-621	392	16	,	,	PUNCT
gssr-621	392	17	2021	2021	NUM
gssr-621	392	18	;	;	PUNCT
gssr-621	392	19	yu	yu	PROPN
gssr-621	392	20	et	et	PROPN
gssr-621	392	21	al	al	PROPN
gssr-621	392	22	.	.	PROPN
gssr-621	392	23	,	,	PUNCT
gssr-621	392	24	2021	2021	NUM
gssr-621	392	25	)	)	PUNCT
gssr-621	392	26	,	,	PUNCT
gssr-621	392	27	the	the	DET
gssr-621	392	28	kinetic	kinetic	ADJ
gssr-621	392	29	parameters	parameter	NOUN
gssr-621	392	30	can	can	AUX
gssr-621	392	31	be	be	AUX
gssr-621	392	32	determined	determine	VERB
gssr-621	392	33	,	,	PUNCT
gssr-621	392	34	enabling	enable	VERB
gssr-621	392	35	the	the	DET
gssr-621	392	36	prediction	prediction	NOUN
gssr-621	392	37	of	of	ADP
gssr-621	392	38	glucose	glucose	NOUN
gssr-621	392	39	yields	yield	NOUN
gssr-621	392	40	and	and	CCONJ
gssr-621	392	41	the	the	DET
gssr-621	392	42	optimization	optimization	NOUN
gssr-621	392	43	of	of	ADP
gssr-621	392	44	enzymatic	enzymatic	ADJ
gssr-621	392	45	hydrolysis	hydrolysis	NOUN
gssr-621	392	46	processes	process	NOUN
gssr-621	392	47	.	.	PUNCT
gssr-621	393	1	however	however	ADV
gssr-621	393	2	,	,	PUNCT
gssr-621	393	3	it	it	PRON
gssr-621	393	4	is	be	AUX
gssr-621	393	5	important	important	ADJ
gssr-621	393	6	to	to	PART
gssr-621	393	7	note	note	VERB
gssr-621	393	8	that	that	SCONJ
gssr-621	393	9	the	the	DET
gssr-621	393	10	selection	selection	NOUN
gssr-621	393	11	and	and	CCONJ
gssr-621	393	12	applicability	applicability	NOUN
gssr-621	393	13	of	of	ADP
gssr-621	393	14	a	a	DET
gssr-621	393	15	specific	specific	ADJ
gssr-621	393	16	kinetic	kinetic	ADJ
gssr-621	393	17	model	model	NOUN
gssr-621	393	18	depend	depend	VERB
gssr-621	393	19	on	on	ADP
gssr-621	393	20	the	the	DET
gssr-621	393	21	characteristics	characteristic	NOUN
gssr-621	393	22	of	of	ADP
gssr-621	393	23	the	the	DET
gssr-621	393	24	enzyme	enzyme	NOUN
gssr-621	393	25	-	-	PUNCT
gssr-621	393	26	substrate	substrate	NOUN
gssr-621	393	27	system	system	NOUN
gssr-621	393	28	and	and	CCONJ
gssr-621	393	29	the	the	DET
gssr-621	393	30	specific	specific	ADJ
gssr-621	393	31	objectives	objective	NOUN
gssr-621	393	32	of	of	ADP
gssr-621	393	33	the	the	DET
gssr-621	393	34	study	study	NOUN
gssr-621	393	35	(	(	PUNCT
gssr-621	393	36	panda	panda	NOUN
gssr-621	393	37	&	&	CCONJ
gssr-621	393	38	datta	datta	PROPN
gssr-621	393	39	,	,	PUNCT
gssr-621	393	40	2022	2022	NUM
gssr-621	393	41	)	)	PUNCT
gssr-621	393	42	.	.	PUNCT
gssr-621	394	1	kinetic	kinetic	ADJ
gssr-621	394	2	models	model	NOUN
gssr-621	394	3	for	for	ADP
gssr-621	394	4	acid	acid	NOUN
gssr-621	394	5	hydrolysis	hydrolysis	NOUN
gssr-621	394	6	kinetic	kinetic	NOUN
gssr-621	394	7	models	model	NOUN
gssr-621	394	8	for	for	ADP
gssr-621	394	9	acid	acid	NOUN
gssr-621	394	10	hydrolysis	hydrolysis	NOUN
gssr-621	394	11	are	be	AUX
gssr-621	394	12	mathematical	mathematical	ADJ
gssr-621	394	13	representations	representation	NOUN
gssr-621	394	14	that	that	PRON
gssr-621	394	15	describe	describe	VERB
gssr-621	394	16	the	the	DET
gssr-621	394	17	rates	rate	NOUN
gssr-621	394	18	of	of	ADP
gssr-621	394	19	glucose	glucose	NOUN
gssr-621	394	20	production	production	NOUN
gssr-621	394	21	from	from	ADP
gssr-621	394	22	the	the	DET
gssr-621	394	23	hydrolysis	hydrolysis	NOUN
gssr-621	394	24	of	of	ADP
gssr-621	394	25	polysaccharides	polysaccharide	NOUN
gssr-621	394	26	by	by	ADP
gssr-621	394	27	strong	strong	ADJ
gssr-621	394	28	acids	acid	NOUN
gssr-621	394	29	(	(	PUNCT
gssr-621	394	30	yuan	yuan	NOUN
gssr-621	394	31	et	et	NOUN
gssr-621	394	32	al	al	PROPN
gssr-621	394	33	.	.	PROPN
gssr-621	394	34	,	,	PUNCT
gssr-621	394	35	2021	2021	NUM
gssr-621	394	36	)	)	PUNCT
gssr-621	394	37	.	.	PUNCT
gssr-621	395	1	these	these	DET
gssr-621	395	2	models	model	NOUN
gssr-621	395	3	are	be	AUX
gssr-621	395	4	valuable	valuable	ADJ
gssr-621	395	5	tools	tool	NOUN
gssr-621	395	6	for	for	ADP
gssr-621	395	7	understanding	understand	VERB
gssr-621	395	8	the	the	DET
gssr-621	395	9	acid	acid	NOUN
gssr-621	395	10	hydrolysis	hydrolysis	NOUN
gssr-621	395	11	process	process	NOUN
gssr-621	395	12	,	,	PUNCT
gssr-621	395	13	optimizing	optimize	VERB
gssr-621	395	14	reaction	reaction	NOUN
gssr-621	395	15	conditions	condition	NOUN
gssr-621	395	16	,	,	PUNCT
gssr-621	395	17	and	and	CCONJ
gssr-621	395	18	predicting	predict	VERB
gssr-621	395	19	glucose	glucose	NOUN
gssr-621	395	20	yields	yield	NOUN
gssr-621	395	21	.	.	PUNCT
gssr-621	396	1	discussion	discussion	NOUN
gssr-621	396	2	on	on	ADP
gssr-621	396	3	some	some	DET
gssr-621	396	4	commonly	commonly	ADV
gssr-621	396	5	used	use	VERB
gssr-621	396	6	kinetic	kinetic	NOUN
gssr-621	396	7	models	model	NOUN
gssr-621	396	8	for	for	ADP
gssr-621	396	9	acid	acid	NOUN
gssr-621	396	10	hydrolysis	hydrolysis	NOUN
gssr-621	396	11	,	,	PUNCT
gssr-621	396	12	their	their	PRON
gssr-621	396	13	assumptions	assumption	NOUN
gssr-621	396	14	,	,	PUNCT
gssr-621	396	15	and	and	CCONJ
gssr-621	396	16	their	their	PRON
gssr-621	396	17	applications	application	NOUN
gssr-621	396	18	are	be	AUX
gssr-621	396	19	found	find	VERB
gssr-621	396	20	below	below	ADV
gssr-621	396	21	.	.	PUNCT
gssr-621	397	1	(	(	PUNCT
gssr-621	397	2	i	i	NOUN
gssr-621	397	3	)	)	PUNCT
gssr-621	397	4	first	first	ADJ
gssr-621	397	5	-	-	PUNCT
gssr-621	397	6	order	order	NOUN
gssr-621	397	7	kinetic	kinetic	ADJ
gssr-621	397	8	model	model	NOUN
gssr-621	397	9	:	:	PUNCT
gssr-621	397	10	the	the	DET
gssr-621	397	11	first	first	ADJ
gssr-621	397	12	-	-	PUNCT
gssr-621	397	13	order	order	NOUN
gssr-621	397	14	kinetic	kinetic	NOUN
gssr-621	397	15	model	model	NOUN
gssr-621	397	16	is	be	AUX
gssr-621	397	17	a	a	DET
gssr-621	397	18	simple	simple	ADJ
gssr-621	397	19	and	and	CCONJ
gssr-621	397	20	widely	widely	ADV
gssr-621	397	21	used	use	VERB
gssr-621	397	22	model	model	NOUN
gssr-621	397	23	for	for	ADP
gssr-621	397	24	acid	acid	NOUN
gssr-621	397	25	hydrolysis	hydrolysis	NOUN
gssr-621	397	26	.	.	PUNCT
gssr-621	398	1	it	it	PRON
gssr-621	398	2	assumes	assume	VERB
gssr-621	398	3	that	that	SCONJ
gssr-621	398	4	the	the	DET
gssr-621	398	5	reaction	reaction	NOUN
gssr-621	398	6	rate	rate	NOUN
gssr-621	398	7	is	be	AUX
gssr-621	398	8	directly	directly	ADV
gssr-621	398	9	proportional	proportional	ADJ
gssr-621	398	10	to	to	ADP
gssr-621	398	11	the	the	DET
gssr-621	398	12	concentration	concentration	NOUN
gssr-621	398	13	of	of	ADP
gssr-621	398	14	the	the	DET
gssr-621	398	15	substrate	substrate	NOUN
gssr-621	398	16	(	(	PUNCT
gssr-621	398	17	polysaccharide	polysaccharide	NOUN
gssr-621	398	18	)	)	PUNCT
gssr-621	398	19	or	or	CCONJ
gssr-621	398	20	the	the	DET
gssr-621	398	21	acid	acid	NOUN
gssr-621	398	22	.	.	PUNCT
gssr-621	399	1	the	the	DET
gssr-621	399	2	model	model	NOUN
gssr-621	399	3	equation	equation	NOUN
gssr-621	399	4	1	1	NUM
gssr-621	399	5	is	be	AUX
gssr-621	399	6	given	give	VERB
gssr-621	399	7	by	by	ADP
gssr-621	399	8	onyelucheya	onyelucheya	PROPN
gssr-621	399	9	et	et	PROPN
gssr-621	399	10	al	al	PROPN
gssr-621	399	11	.	.	PROPN
gssr-621	400	1	(	(	PUNCT
gssr-621	400	2	2022	2022	NUM
gssr-621	400	3	):	):	PUNCT
gssr-621	400	4	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	400	5	global	global	ADJ
gssr-621	400	6	sustainability	sustainability	NOUN
gssr-621	400	7	research	research	NOUN
gssr-621	400	8	global	global	ADJ
gssr-621	400	9	scientific	scientific	ADJ
gssr-621	400	10	research	research	NOUN
gssr-621	400	11	93	93	NUM
gssr-621	400	12	rate	rate	NOUN
gssr-621	400	13	=	=	SYM
gssr-621	400	14	k[substrate	k[substrate	PROPN
gssr-621	400	15	]	]	X
gssr-621	400	16	(	(	PUNCT
gssr-621	400	17	1	1	X
gssr-621	400	18	)	)	PUNCT
gssr-621	400	19	where	where	SCONJ
gssr-621	400	20	rate	rate	NOUN
gssr-621	400	21	represents	represent	VERB
gssr-621	400	22	the	the	DET
gssr-621	400	23	reaction	reaction	NOUN
gssr-621	400	24	rate	rate	NOUN
gssr-621	400	25	,	,	PUNCT
gssr-621	400	26	k	k	PROPN
gssr-621	400	27	is	be	AUX
gssr-621	400	28	the	the	DET
gssr-621	400	29	rate	rate	NOUN
gssr-621	400	30	constant	constant	ADJ
gssr-621	400	31	,	,	PUNCT
gssr-621	400	32	and	and	CCONJ
gssr-621	400	33	[	[	X
gssr-621	400	34	substrate	substrate	NOUN
gssr-621	400	35	]	]	PUNCT
gssr-621	400	36	is	be	AUX
gssr-621	400	37	the	the	DET
gssr-621	400	38	concentration	concentration	NOUN
gssr-621	400	39	of	of	ADP
gssr-621	400	40	the	the	DET
gssr-621	400	41	substrate	substrate	NOUN
gssr-621	400	42	.	.	PUNCT
gssr-621	401	1	the	the	DET
gssr-621	401	2	first	first	ADJ
gssr-621	401	3	-	-	PUNCT
gssr-621	401	4	order	order	NOUN
gssr-621	401	5	kinetic	kinetic	ADJ
gssr-621	401	6	model	model	NOUN
gssr-621	401	7	assumes	assume	VERB
gssr-621	401	8	that	that	SCONJ
gssr-621	401	9	the	the	DET
gssr-621	401	10	acid	acid	NOUN
gssr-621	401	11	hydrolysis	hydrolysis	NOUN
gssr-621	401	12	reaction	reaction	NOUN
gssr-621	401	13	follows	follow	VERB
gssr-621	401	14	pseudo	pseudo	NOUN
gssr-621	401	15	-	-	ADJ
gssr-621	401	16	first	first	ADJ
gssr-621	401	17	-	-	PUNCT
gssr-621	401	18	order	order	NOUN
gssr-621	401	19	kinetics	kinetic	NOUN
gssr-621	401	20	,	,	PUNCT
gssr-621	401	21	where	where	SCONJ
gssr-621	401	22	the	the	DET
gssr-621	401	23	concentration	concentration	NOUN
gssr-621	401	24	of	of	ADP
gssr-621	401	25	the	the	DET
gssr-621	401	26	acid	acid	NOUN
gssr-621	401	27	is	be	AUX
gssr-621	401	28	maintained	maintain	VERB
gssr-621	401	29	at	at	ADP
gssr-621	401	30	a	a	DET
gssr-621	401	31	sufficiently	sufficiently	ADV
gssr-621	401	32	high	high	ADJ
gssr-621	401	33	level	level	NOUN
gssr-621	401	34	.	.	PUNCT
gssr-621	402	1	(	(	PUNCT
gssr-621	402	2	ii	ii	NOUN
gssr-621	402	3	)	)	PUNCT
gssr-621	402	4	pseudo	pseudo	NOUN
gssr-621	402	5	-	-	ADJ
gssr-621	402	6	first	first	ADJ
gssr-621	402	7	-	-	PUNCT
gssr-621	402	8	order	order	NOUN
gssr-621	402	9	kinetic	kinetic	NOUN
gssr-621	402	10	model	model	NOUN
gssr-621	402	11	the	the	DET
gssr-621	402	12	pseudo	pseudo	NOUN
gssr-621	402	13	-	-	ADJ
gssr-621	402	14	first	first	ADJ
gssr-621	402	15	-	-	PUNCT
gssr-621	402	16	order	order	NOUN
gssr-621	402	17	kinetic	kinetic	NOUN
gssr-621	402	18	model	model	NOUN
gssr-621	402	19	is	be	AUX
gssr-621	402	20	an	an	DET
gssr-621	402	21	extension	extension	NOUN
gssr-621	402	22	of	of	ADP
gssr-621	402	23	the	the	DET
gssr-621	402	24	first	first	ADJ
gssr-621	402	25	-	-	PUNCT
gssr-621	402	26	order	order	NOUN
gssr-621	402	27	model	model	NOUN
gssr-621	402	28	that	that	PRON
gssr-621	402	29	accounts	account	VERB
gssr-621	402	30	for	for	ADP
gssr-621	402	31	the	the	DET
gssr-621	402	32	effect	effect	NOUN
gssr-621	402	33	of	of	ADP
gssr-621	402	34	both	both	DET
gssr-621	402	35	substrate	substrate	NOUN
gssr-621	402	36	and	and	CCONJ
gssr-621	402	37	acid	acid	NOUN
gssr-621	402	38	concentrations	concentration	NOUN
gssr-621	402	39	on	on	ADP
gssr-621	402	40	the	the	DET
gssr-621	402	41	reaction	reaction	NOUN
gssr-621	402	42	rate	rate	NOUN
gssr-621	402	43	.	.	PUNCT
gssr-621	403	1	the	the	DET
gssr-621	403	2	model	model	NOUN
gssr-621	403	3	equation	equation	NOUN
gssr-621	403	4	is	be	AUX
gssr-621	403	5	given	give	VERB
gssr-621	403	6	by	by	ADP
gssr-621	403	7	equation	equation	NOUN
gssr-621	403	8	2	2	NUM
gssr-621	403	9	:	:	PUNCT
gssr-621	403	10	rate	rate	NOUN
gssr-621	403	11	=	=	SYM
gssr-621	403	12	k[substrate][acid	k[substrate][acid	PROPN
gssr-621	403	13	]	]	PUNCT
gssr-621	403	14	(	(	PUNCT
gssr-621	403	15	2	2	X
gssr-621	403	16	)	)	PUNCT
gssr-621	403	17	where	where	SCONJ
gssr-621	403	18	rate	rate	NOUN
gssr-621	403	19	represents	represent	VERB
gssr-621	403	20	the	the	DET
gssr-621	403	21	reaction	reaction	NOUN
gssr-621	403	22	rate	rate	NOUN
gssr-621	403	23	,	,	PUNCT
gssr-621	403	24	k	k	PROPN
gssr-621	403	25	is	be	AUX
gssr-621	403	26	the	the	DET
gssr-621	403	27	rate	rate	NOUN
gssr-621	403	28	constant	constant	ADJ
gssr-621	403	29	,	,	PUNCT
gssr-621	403	30	[	[	X
gssr-621	403	31	substrate	substrate	NOUN
gssr-621	403	32	]	]	PUNCT
gssr-621	403	33	is	be	AUX
gssr-621	403	34	the	the	DET
gssr-621	403	35	concentration	concentration	NOUN
gssr-621	403	36	of	of	ADP
gssr-621	403	37	the	the	DET
gssr-621	403	38	substrate	substrate	NOUN
gssr-621	403	39	,	,	PUNCT
gssr-621	403	40	and	and	CCONJ
gssr-621	403	41	[	[	X
gssr-621	403	42	acid	acid	NOUN
gssr-621	403	43	]	]	PUNCT
gssr-621	403	44	is	be	AUX
gssr-621	403	45	the	the	DET
gssr-621	403	46	concentration	concentration	NOUN
gssr-621	403	47	of	of	ADP
gssr-621	403	48	the	the	DET
gssr-621	403	49	acid	acid	NOUN
gssr-621	403	50	.	.	PUNCT
gssr-621	404	1	the	the	DET
gssr-621	404	2	pseudo	pseudo	NOUN
gssr-621	404	3	-	-	ADJ
gssr-621	404	4	first	first	ADJ
gssr-621	404	5	-	-	PUNCT
gssr-621	404	6	order	order	NOUN
gssr-621	404	7	kinetic	kinetic	ADJ
gssr-621	404	8	model	model	NOUN
gssr-621	404	9	assumes	assume	VERB
gssr-621	404	10	that	that	SCONJ
gssr-621	404	11	the	the	DET
gssr-621	404	12	reaction	reaction	NOUN
gssr-621	404	13	rate	rate	NOUN
gssr-621	404	14	is	be	AUX
gssr-621	404	15	dependent	dependent	ADJ
gssr-621	404	16	on	on	ADP
gssr-621	404	17	both	both	CCONJ
gssr-621	404	18	the	the	DET
gssr-621	404	19	substrate	substrate	NOUN
gssr-621	404	20	and	and	CCONJ
gssr-621	404	21	acid	acid	NOUN
gssr-621	404	22	concentrations	concentration	NOUN
gssr-621	404	23	.	.	PUNCT
gssr-621	405	1	(	(	PUNCT
gssr-621	405	2	iii	iii	NOUN
gssr-621	405	3	)	)	PUNCT
gssr-621	405	4	second	second	ADJ
gssr-621	405	5	-	-	PUNCT
gssr-621	405	6	order	order	NOUN
gssr-621	405	7	kinetic	kinetic	NOUN
gssr-621	405	8	model	model	NOUN
gssr-621	405	9	the	the	DET
gssr-621	405	10	second	second	ADJ
gssr-621	405	11	-	-	PUNCT
gssr-621	405	12	order	order	NOUN
gssr-621	405	13	kinetic	kinetic	ADJ
gssr-621	405	14	model	model	NOUN
gssr-621	405	15	considers	consider	VERB
gssr-621	405	16	the	the	DET
gssr-621	405	17	simultaneous	simultaneous	ADJ
gssr-621	405	18	reaction	reaction	NOUN
gssr-621	405	19	of	of	ADP
gssr-621	405	20	two	two	NUM
gssr-621	405	21	reactants	reactant	NOUN
gssr-621	405	22	,	,	PUNCT
gssr-621	405	23	the	the	DET
gssr-621	405	24	substrate	substrate	NOUN
gssr-621	405	25	and	and	CCONJ
gssr-621	405	26	the	the	DET
gssr-621	405	27	acid	acid	NOUN
gssr-621	405	28	.	.	PUNCT
gssr-621	406	1	the	the	DET
gssr-621	406	2	model	model	NOUN
gssr-621	406	3	equation	equation	NOUN
gssr-621	406	4	is	be	AUX
gssr-621	406	5	given	give	VERB
gssr-621	406	6	by	by	ADP
gssr-621	406	7	equation	equation	NOUN
gssr-621	406	8	3	3	NUM
gssr-621	406	9	:	:	PUNCT
gssr-621	406	10	rate	rate	NOUN
gssr-621	406	11	=	=	SYM
gssr-621	406	12	k[substrate][acid	k[substrate][acid	PROPN
gssr-621	406	13	]	]	PUNCT
gssr-621	406	14	(	(	PUNCT
gssr-621	406	15	3	3	X
gssr-621	406	16	)	)	PUNCT
gssr-621	406	17	where	where	SCONJ
gssr-621	406	18	rate	rate	NOUN
gssr-621	406	19	represents	represent	VERB
gssr-621	406	20	the	the	DET
gssr-621	406	21	reaction	reaction	NOUN
gssr-621	406	22	rate	rate	NOUN
gssr-621	406	23	,	,	PUNCT
gssr-621	406	24	k	k	PROPN
gssr-621	406	25	is	be	AUX
gssr-621	406	26	the	the	DET
gssr-621	406	27	rate	rate	NOUN
gssr-621	406	28	constant	constant	ADJ
gssr-621	406	29	,	,	PUNCT
gssr-621	406	30	[	[	X
gssr-621	406	31	substrate	substrate	NOUN
gssr-621	406	32	]	]	PUNCT
gssr-621	406	33	is	be	AUX
gssr-621	406	34	the	the	DET
gssr-621	406	35	concentration	concentration	NOUN
gssr-621	406	36	of	of	ADP
gssr-621	406	37	the	the	DET
gssr-621	406	38	substrate	substrate	NOUN
gssr-621	406	39	,	,	PUNCT
gssr-621	406	40	and	and	CCONJ
gssr-621	406	41	[	[	X
gssr-621	406	42	acid	acid	NOUN
gssr-621	406	43	]	]	PUNCT
gssr-621	406	44	is	be	AUX
gssr-621	406	45	the	the	DET
gssr-621	406	46	concentration	concentration	NOUN
gssr-621	406	47	of	of	ADP
gssr-621	406	48	the	the	DET
gssr-621	406	49	acid	acid	NOUN
gssr-621	406	50	.	.	PUNCT
gssr-621	407	1	the	the	DET
gssr-621	407	2	second	second	ADJ
gssr-621	407	3	-	-	PUNCT
gssr-621	407	4	order	order	NOUN
gssr-621	407	5	kinetic	kinetic	ADJ
gssr-621	407	6	model	model	NOUN
gssr-621	407	7	assumes	assume	VERB
gssr-621	407	8	that	that	SCONJ
gssr-621	407	9	the	the	DET
gssr-621	407	10	reaction	reaction	NOUN
gssr-621	407	11	rate	rate	NOUN
gssr-621	407	12	is	be	AUX
gssr-621	407	13	proportional	proportional	ADJ
gssr-621	407	14	to	to	ADP
gssr-621	407	15	the	the	DET
gssr-621	407	16	product	product	NOUN
gssr-621	407	17	of	of	ADP
gssr-621	407	18	the	the	DET
gssr-621	407	19	substrate	substrate	NOUN
gssr-621	407	20	and	and	CCONJ
gssr-621	407	21	acid	acid	NOUN
gssr-621	407	22	concentrations	concentration	NOUN
gssr-621	407	23	.	.	PUNCT
gssr-621	408	1	(	(	PUNCT
gssr-621	408	2	iv	iv	X
gssr-621	408	3	)	)	PUNCT
gssr-621	408	4	fractional	fractional	ADJ
gssr-621	408	5	conversion	conversion	NOUN
gssr-621	408	6	kinetic	kinetic	NOUN
gssr-621	408	7	model	model	NOUN
gssr-621	408	8	the	the	DET
gssr-621	408	9	fractional	fractional	ADJ
gssr-621	408	10	conversion	conversion	NOUN
gssr-621	408	11	kinetic	kinetic	NOUN
gssr-621	408	12	model	model	NOUN
gssr-621	408	13	describes	describe	VERB
gssr-621	408	14	the	the	DET
gssr-621	408	15	conversion	conversion	NOUN
gssr-621	408	16	of	of	ADP
gssr-621	408	17	the	the	DET
gssr-621	408	18	substrate	substrate	NOUN
gssr-621	408	19	into	into	ADP
gssr-621	408	20	glucose	glucose	NOUN
gssr-621	408	21	as	as	ADP
gssr-621	408	22	a	a	DET
gssr-621	408	23	function	function	NOUN
gssr-621	408	24	of	of	ADP
gssr-621	408	25	time	time	NOUN
gssr-621	408	26	.	.	PUNCT
gssr-621	409	1	it	it	PRON
gssr-621	409	2	assumes	assume	VERB
gssr-621	409	3	that	that	SCONJ
gssr-621	409	4	the	the	DET
gssr-621	409	5	reaction	reaction	NOUN
gssr-621	409	6	rate	rate	NOUN
gssr-621	409	7	is	be	AUX
gssr-621	409	8	proportional	proportional	ADJ
gssr-621	409	9	to	to	ADP
gssr-621	409	10	the	the	DET
gssr-621	409	11	remaining	remain	VERB
gssr-621	409	12	concentration	concentration	NOUN
gssr-621	409	13	of	of	ADP
gssr-621	409	14	the	the	DET
gssr-621	409	15	substrate	substrate	NOUN
gssr-621	409	16	.	.	PUNCT
gssr-621	410	1	the	the	DET
gssr-621	410	2	model	model	NOUN
gssr-621	410	3	equation	equation	NOUN
gssr-621	410	4	is	be	AUX
gssr-621	410	5	given	give	VERB
gssr-621	410	6	by	by	ADP
gssr-621	410	7	equation	equation	NOUN
gssr-621	410	8	4	4	NUM
gssr-621	410	9	:	:	PUNCT
gssr-621	410	10	𝑋	𝑋	NOUN
gssr-621	410	11	=	=	SYM
gssr-621	410	12	1	1	NUM
gssr-621	410	13	−	−	NOUN
gssr-621	411	1	𝑒−𝑘𝑡	𝑒−𝑘𝑡	NOUN
gssr-621	411	2	(	(	PUNCT
gssr-621	411	3	4	4	NUM
gssr-621	411	4	)	)	PUNCT
gssr-621	412	1	where	where	SCONJ
gssr-621	412	2	x	x	PRON
gssr-621	412	3	represents	represent	VERB
gssr-621	412	4	the	the	DET
gssr-621	412	5	fractional	fractional	ADJ
gssr-621	412	6	conversion	conversion	NOUN
gssr-621	412	7	of	of	ADP
gssr-621	412	8	the	the	DET
gssr-621	412	9	substrate	substrate	NOUN
gssr-621	412	10	,	,	PUNCT
gssr-621	412	11	k	k	PROPN
gssr-621	412	12	is	be	AUX
gssr-621	412	13	the	the	DET
gssr-621	412	14	rate	rate	NOUN
gssr-621	412	15	constant	constant	ADJ
gssr-621	412	16	,	,	PUNCT
gssr-621	412	17	t	t	PROPN
gssr-621	412	18	is	be	AUX
gssr-621	412	19	the	the	DET
gssr-621	412	20	reaction	reaction	NOUN
gssr-621	412	21	time	time	NOUN
gssr-621	412	22	,	,	PUNCT
gssr-621	412	23	and	and	CCONJ
gssr-621	412	24	e	e	NOUN
gssr-621	412	25	is	be	AUX
gssr-621	412	26	the	the	DET
gssr-621	412	27	base	base	NOUN
gssr-621	412	28	of	of	ADP
gssr-621	412	29	the	the	DET
gssr-621	412	30	natural	natural	ADJ
gssr-621	412	31	logarithm	logarithm	NOUN
gssr-621	412	32	.	.	PUNCT
gssr-621	413	1	the	the	DET
gssr-621	413	2	fractional	fractional	ADJ
gssr-621	413	3	conversion	conversion	NOUN
gssr-621	413	4	kinetic	kinetic	NOUN
gssr-621	413	5	model	model	NOUN
gssr-621	413	6	is	be	AUX
gssr-621	413	7	useful	useful	ADJ
gssr-621	413	8	for	for	ADP
gssr-621	413	9	monitoring	monitor	VERB
gssr-621	413	10	the	the	DET
gssr-621	413	11	progress	progress	NOUN
gssr-621	413	12	of	of	ADP
gssr-621	413	13	acid	acid	NOUN
gssr-621	413	14	hydrolysis	hydrolysis	NOUN
gssr-621	413	15	reactions	reaction	NOUN
gssr-621	413	16	and	and	CCONJ
gssr-621	413	17	estimating	estimate	VERB
gssr-621	413	18	the	the	DET
gssr-621	413	19	extent	extent	NOUN
gssr-621	413	20	of	of	ADP
gssr-621	413	21	substrate	substrate	NOUN
gssr-621	413	22	conversion	conversion	NOUN
gssr-621	413	23	.	.	PUNCT
gssr-621	414	1	(	(	PUNCT
gssr-621	414	2	v	v	NOUN
gssr-621	414	3	)	)	PUNCT
gssr-621	414	4	modified	modify	VERB
gssr-621	414	5	kinetic	kinetic	ADJ
gssr-621	414	6	models	model	NOUN
gssr-621	414	7	various	various	ADJ
gssr-621	414	8	modified	modify	VERB
gssr-621	414	9	kinetic	kinetic	NOUN
gssr-621	414	10	models	model	NOUN
gssr-621	414	11	have	have	AUX
gssr-621	414	12	been	be	AUX
gssr-621	414	13	proposed	propose	VERB
gssr-621	414	14	to	to	PART
gssr-621	414	15	account	account	VERB
gssr-621	414	16	for	for	ADP
gssr-621	414	17	specific	specific	ADJ
gssr-621	414	18	factors	factor	NOUN
gssr-621	414	19	and	and	CCONJ
gssr-621	414	20	phenomena	phenomenon	NOUN
gssr-621	414	21	in	in	ADP
gssr-621	414	22	acid	acid	NOUN
gssr-621	414	23	hydrolysis	hydrolysis	NOUN
gssr-621	414	24	,	,	PUNCT
gssr-621	414	25	such	such	ADJ
gssr-621	414	26	as	as	ADP
gssr-621	414	27	temperature	temperature	NOUN
gssr-621	414	28	dependence	dependence	NOUN
gssr-621	414	29	,	,	PUNCT
gssr-621	414	30	catalytic	catalytic	ADJ
gssr-621	414	31	effects	effect	NOUN
gssr-621	414	32	of	of	ADP
gssr-621	414	33	acid	acid	NOUN
gssr-621	414	34	,	,	PUNCT
gssr-621	414	35	and	and	CCONJ
gssr-621	414	36	inhibition	inhibition	NOUN
gssr-621	414	37	effects	effect	NOUN
gssr-621	414	38	.	.	PUNCT
gssr-621	415	1	these	these	DET
gssr-621	415	2	models	model	NOUN
gssr-621	415	3	incorporate	incorporate	VERB
gssr-621	415	4	additional	additional	ADJ
gssr-621	415	5	parameters	parameter	NOUN
gssr-621	415	6	or	or	CCONJ
gssr-621	415	7	variables	variable	NOUN
gssr-621	415	8	to	to	PART
gssr-621	415	9	improve	improve	VERB
gssr-621	415	10	the	the	DET
gssr-621	415	11	accuracy	accuracy	NOUN
gssr-621	415	12	of	of	ADP
gssr-621	415	13	the	the	DET
gssr-621	415	14	predictions	prediction	NOUN
gssr-621	415	15	and	and	CCONJ
gssr-621	415	16	provide	provide	VERB
gssr-621	415	17	a	a	DET
gssr-621	415	18	more	more	ADV
gssr-621	415	19	comprehensive	comprehensive	ADJ
gssr-621	415	20	representation	representation	NOUN
gssr-621	415	21	of	of	ADP
gssr-621	415	22	the	the	DET
gssr-621	415	23	acid	acid	NOUN
gssr-621	415	24	hydrolysis	hydrolysis	NOUN
gssr-621	415	25	process	process	NOUN
gssr-621	415	26	.	.	PUNCT
gssr-621	416	1	kinetic	kinetic	ADJ
gssr-621	416	2	models	model	NOUN
gssr-621	416	3	for	for	ADP
gssr-621	416	4	acid	acid	NOUN
gssr-621	416	5	hydrolysis	hydrolysis	NOUN
gssr-621	416	6	provide	provide	VERB
gssr-621	416	7	insights	insight	NOUN
gssr-621	416	8	into	into	ADP
gssr-621	416	9	the	the	DET
gssr-621	416	10	reaction	reaction	NOUN
gssr-621	416	11	rates	rate	NOUN
gssr-621	416	12	,	,	PUNCT
gssr-621	416	13	reaction	reaction	NOUN
gssr-621	416	14	mechanisms	mechanism	NOUN
gssr-621	416	15	,	,	PUNCT
gssr-621	416	16	and	and	CCONJ
gssr-621	416	17	optimal	optimal	ADJ
gssr-621	416	18	process	process	NOUN
gssr-621	416	19	conditions	condition	NOUN
gssr-621	416	20	for	for	ADP
gssr-621	416	21	glucose	glucose	NOUN
gssr-621	416	22	production	production	NOUN
gssr-621	416	23	(	(	PUNCT
gssr-621	416	24	efrinalia	efrinalia	PROPN
gssr-621	416	25	et	et	PROPN
gssr-621	416	26	al	al	PROPN
gssr-621	416	27	.	.	PROPN
gssr-621	416	28	,	,	PUNCT
gssr-621	416	29	2022	2022	NUM
gssr-621	416	30	)	)	PUNCT
gssr-621	416	31	.	.	PUNCT
gssr-621	417	1	by	by	ADP
gssr-621	417	2	fitting	fit	VERB
gssr-621	417	3	these	these	DET
gssr-621	417	4	models	model	NOUN
gssr-621	417	5	to	to	ADP
gssr-621	417	6	experimental	experimental	ADJ
gssr-621	417	7	data	datum	NOUN
gssr-621	417	8	using	use	VERB
gssr-621	417	9	parameter	parameter	NOUN
gssr-621	417	10	estimation	estimation	NOUN
gssr-621	417	11	techniques	technique	NOUN
gssr-621	417	12	(	(	PUNCT
gssr-621	417	13	salmi	salmi	PROPN
gssr-621	417	14	et	et	PROPN
gssr-621	417	15	al	al	PROPN
gssr-621	417	16	.	.	PROPN
gssr-621	417	17	,	,	PUNCT
gssr-621	417	18	2020	2020	NUM
gssr-621	417	19	;	;	PUNCT
gssr-621	417	20	yu	yu	PROPN
gssr-621	417	21	et	et	PROPN
gssr-621	417	22	al	al	PROPN
gssr-621	417	23	.	.	PROPN
gssr-621	417	24	,	,	PUNCT
gssr-621	417	25	2021	2021	NUM
gssr-621	417	26	)	)	PUNCT
gssr-621	417	27	,	,	PUNCT
gssr-621	417	28	the	the	DET
gssr-621	417	29	kinetic	kinetic	ADJ
gssr-621	417	30	parameters	parameter	NOUN
gssr-621	417	31	can	can	AUX
gssr-621	417	32	be	be	AUX
gssr-621	417	33	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	417	34	global	global	ADJ
gssr-621	417	35	sustainability	sustainability	NOUN
gssr-621	417	36	research	research	NOUN
gssr-621	417	37	global	global	ADJ
gssr-621	417	38	scientific	scientific	ADJ
gssr-621	417	39	research	research	NOUN
gssr-621	417	40	94	94	NUM
gssr-621	417	41	determined	determine	VERB
gssr-621	417	42	,	,	PUNCT
gssr-621	417	43	enabling	enable	VERB
gssr-621	417	44	the	the	DET
gssr-621	417	45	prediction	prediction	NOUN
gssr-621	417	46	of	of	ADP
gssr-621	417	47	glucose	glucose	NOUN
gssr-621	417	48	yields	yield	NOUN
gssr-621	417	49	and	and	CCONJ
gssr-621	417	50	the	the	DET
gssr-621	417	51	optimization	optimization	NOUN
gssr-621	417	52	of	of	ADP
gssr-621	417	53	acid	acid	NOUN
gssr-621	417	54	hydrolysis	hydrolysis	NOUN
gssr-621	417	55	processes	process	NOUN
gssr-621	417	56	.	.	PUNCT
gssr-621	418	1	however	however	ADV
gssr-621	418	2	,	,	PUNCT
gssr-621	418	3	it	it	PRON
gssr-621	418	4	is	be	AUX
gssr-621	418	5	important	important	ADJ
gssr-621	418	6	to	to	PART
gssr-621	418	7	consider	consider	VERB
gssr-621	418	8	the	the	DET
gssr-621	418	9	limitations	limitation	NOUN
gssr-621	418	10	of	of	ADP
gssr-621	418	11	these	these	DET
gssr-621	418	12	models	model	NOUN
gssr-621	418	13	and	and	CCONJ
gssr-621	418	14	the	the	DET
gssr-621	418	15	specific	specific	ADJ
gssr-621	418	16	characteristics	characteristic	NOUN
gssr-621	418	17	of	of	ADP
gssr-621	418	18	the	the	DET
gssr-621	418	19	acid	acid	NOUN
gssr-621	418	20	hydrolysis	hydrolysis	NOUN
gssr-621	418	21	system	system	NOUN
gssr-621	418	22	being	be	AUX
gssr-621	418	23	studied	study	VERB
gssr-621	418	24	when	when	SCONJ
gssr-621	418	25	selecting	select	VERB
gssr-621	418	26	and	and	CCONJ
gssr-621	418	27	applying	apply	VERB
gssr-621	418	28	a	a	DET
gssr-621	418	29	particular	particular	ADJ
gssr-621	418	30	kinetic	kinetic	NOUN
gssr-621	418	31	model	model	NOUN
gssr-621	418	32	(	(	PUNCT
gssr-621	418	33	yuan	yuan	NOUN
gssr-621	418	34	et	et	PROPN
gssr-621	418	35	al	al	PROPN
gssr-621	418	36	.	.	PROPN
gssr-621	418	37	,	,	PUNCT
gssr-621	418	38	2021	2021	NUM
gssr-621	418	39	)	)	PUNCT
gssr-621	418	40	.	.	PUNCT
gssr-621	419	1	kinetic	kinetic	ADJ
gssr-621	419	2	models	model	NOUN
gssr-621	419	3	for	for	ADP
gssr-621	419	4	fermentation	fermentation	NOUN
gssr-621	419	5	processes	process	VERB
gssr-621	419	6	kinetic	kinetic	ADJ
gssr-621	419	7	models	model	NOUN
gssr-621	419	8	for	for	ADP
gssr-621	419	9	fermentation	fermentation	NOUN
gssr-621	419	10	processes	process	NOUN
gssr-621	419	11	are	be	AUX
gssr-621	419	12	mathematical	mathematical	ADJ
gssr-621	419	13	representations	representation	NOUN
gssr-621	419	14	that	that	PRON
gssr-621	419	15	describe	describe	VERB
gssr-621	419	16	the	the	DET
gssr-621	419	17	rates	rate	NOUN
gssr-621	419	18	of	of	ADP
gssr-621	419	19	glucose	glucose	NOUN
gssr-621	419	20	consumption	consumption	NOUN
gssr-621	419	21	and	and	CCONJ
gssr-621	419	22	product	product	NOUN
gssr-621	419	23	formation	formation	NOUN
gssr-621	419	24	during	during	ADP
gssr-621	419	25	the	the	DET
gssr-621	419	26	conversion	conversion	NOUN
gssr-621	419	27	of	of	ADP
gssr-621	419	28	sugars	sugar	NOUN
gssr-621	419	29	into	into	ADP
gssr-621	419	30	various	various	ADJ
gssr-621	419	31	products	product	NOUN
gssr-621	419	32	,	,	PUNCT
gssr-621	419	33	such	such	ADJ
gssr-621	419	34	as	as	ADP
gssr-621	419	35	ethanol	ethanol	NOUN
gssr-621	419	36	,	,	PUNCT
gssr-621	419	37	organic	organic	ADJ
gssr-621	419	38	acids	acid	NOUN
gssr-621	419	39	,	,	PUNCT
gssr-621	419	40	or	or	CCONJ
gssr-621	419	41	biofuels	biofuel	NOUN
gssr-621	419	42	,	,	PUNCT
gssr-621	419	43	by	by	ADP
gssr-621	419	44	microorganisms	microorganism	NOUN
gssr-621	419	45	.	.	PUNCT
gssr-621	420	1	these	these	DET
gssr-621	420	2	models	model	NOUN
gssr-621	420	3	are	be	AUX
gssr-621	420	4	crucial	crucial	ADJ
gssr-621	420	5	for	for	ADP
gssr-621	420	6	understanding	understand	VERB
gssr-621	420	7	the	the	DET
gssr-621	420	8	fermentation	fermentation	NOUN
gssr-621	420	9	kinetics	kinetic	NOUN
gssr-621	420	10	,	,	PUNCT
gssr-621	420	11	optimizing	optimize	VERB
gssr-621	420	12	process	process	NOUN
gssr-621	420	13	conditions	condition	NOUN
gssr-621	420	14	,	,	PUNCT
gssr-621	420	15	and	and	CCONJ
gssr-621	420	16	predicting	predict	VERB
gssr-621	420	17	product	product	NOUN
gssr-621	420	18	yields	yield	NOUN
gssr-621	420	19	.	.	PUNCT
gssr-621	421	1	in	in	ADP
gssr-621	421	2	this	this	DET
gssr-621	421	3	section	section	NOUN
gssr-621	421	4	,	,	PUNCT
gssr-621	421	5	we	we	PRON
gssr-621	421	6	will	will	AUX
gssr-621	421	7	discuss	discuss	VERB
gssr-621	421	8	some	some	DET
gssr-621	421	9	commonly	commonly	ADV
gssr-621	421	10	used	use	VERB
gssr-621	421	11	kinetic	kinetic	NOUN
gssr-621	421	12	models	model	NOUN
gssr-621	421	13	for	for	ADP
gssr-621	421	14	fermentation	fermentation	NOUN
gssr-621	421	15	processes	process	NOUN
gssr-621	421	16	,	,	PUNCT
gssr-621	421	17	their	their	PRON
gssr-621	421	18	assumptions	assumption	NOUN
gssr-621	421	19	,	,	PUNCT
gssr-621	421	20	and	and	CCONJ
gssr-621	421	21	their	their	PRON
gssr-621	421	22	applications	application	NOUN
gssr-621	421	23	.	.	PUNCT
gssr-621	422	1	a	a	DET
gssr-621	422	2	)	)	PUNCT
gssr-621	422	3	monod	monod	PROPN
gssr-621	422	4	model	model	NOUN
gssr-621	422	5	the	the	DET
gssr-621	422	6	monod	monod	PROPN
gssr-621	422	7	model	model	NOUN
gssr-621	422	8	is	be	AUX
gssr-621	422	9	a	a	DET
gssr-621	422	10	widely	widely	ADV
gssr-621	422	11	used	use	VERB
gssr-621	422	12	kinetic	kinetic	ADJ
gssr-621	422	13	model	model	NOUN
gssr-621	422	14	for	for	ADP
gssr-621	422	15	microbial	microbial	ADJ
gssr-621	422	16	fermentation	fermentation	NOUN
gssr-621	422	17	processes	process	NOUN
gssr-621	422	18	.	.	PUNCT
gssr-621	423	1	it	it	PRON
gssr-621	423	2	describes	describe	VERB
gssr-621	423	3	the	the	DET
gssr-621	423	4	specific	specific	ADJ
gssr-621	423	5	growth	growth	NOUN
gssr-621	423	6	rate	rate	NOUN
gssr-621	423	7	of	of	ADP
gssr-621	423	8	microorganisms	microorganism	NOUN
gssr-621	423	9	as	as	ADP
gssr-621	423	10	a	a	DET
gssr-621	423	11	function	function	NOUN
gssr-621	423	12	of	of	ADP
gssr-621	423	13	substrate	substrate	NOUN
gssr-621	423	14	concentration	concentration	NOUN
gssr-621	423	15	.	.	PUNCT
gssr-621	424	1	the	the	DET
gssr-621	424	2	model	model	NOUN
gssr-621	424	3	equation	equation	NOUN
gssr-621	424	4	is	be	AUX
gssr-621	424	5	given	give	VERB
gssr-621	424	6	by	by	ADP
gssr-621	424	7	gonzález	gonzález	PROPN
gssr-621	424	8	-	-	PUNCT
gssr-621	424	9	figueredo	figueredo	PROPN
gssr-621	424	10	et	et	PROPN
gssr-621	424	11	al	al	PROPN
gssr-621	424	12	.	.	PROPN
gssr-621	425	1	(	(	PUNCT
gssr-621	425	2	2017	2017	NUM
gssr-621	425	3	)	)	PUNCT
gssr-621	425	4	in	in	ADP
gssr-621	425	5	equation	equation	NOUN
gssr-621	425	6	5	5	NUM
gssr-621	425	7	:	:	PUNCT
gssr-621	425	8	𝜇	𝜇	ADP
gssr-621	425	9	=	=	X
gssr-621	425	10	𝜇𝑚𝑎𝑥𝑆	𝜇𝑚𝑎𝑥𝑆	PROPN
gssr-621	425	11	𝐾𝑠+𝑆	𝐾𝑠+𝑆	X
gssr-621	425	12	(	(	PUNCT
gssr-621	425	13	5	5	X
gssr-621	425	14	)	)	PUNCT
gssr-621	425	15	where	where	SCONJ
gssr-621	425	16	μ	μ	PROPN
gssr-621	425	17	represents	represent	VERB
gssr-621	425	18	the	the	DET
gssr-621	425	19	specific	specific	ADJ
gssr-621	425	20	growth	growth	NOUN
gssr-621	425	21	rate	rate	NOUN
gssr-621	425	22	,	,	PUNCT
gssr-621	425	23	𝜇𝑚𝑎𝑥	𝜇𝑚𝑎𝑥	PROPN
gssr-621	425	24	is	be	AUX
gssr-621	425	25	the	the	DET
gssr-621	425	26	maximum	maximum	ADJ
gssr-621	425	27	specific	specific	ADJ
gssr-621	425	28	growth	growth	NOUN
gssr-621	425	29	rate	rate	NOUN
gssr-621	425	30	,	,	PUNCT
gssr-621	426	1	[	[	X
gssr-621	426	2	s	s	X
gssr-621	426	3	]	]	X
gssr-621	426	4	is	be	AUX
gssr-621	426	5	the	the	DET
gssr-621	426	6	substrate	substrate	NOUN
gssr-621	426	7	concentration	concentration	NOUN
gssr-621	426	8	,	,	PUNCT
gssr-621	426	9	and	and	CCONJ
gssr-621	426	10	𝐾𝑠	𝐾𝑠	PROPN
gssr-621	426	11	is	be	AUX
gssr-621	426	12	the	the	DET
gssr-621	426	13	saturation	saturation	NOUN
gssr-621	426	14	constant	constant	ADJ
gssr-621	426	15	.	.	PUNCT
gssr-621	427	1	the	the	DET
gssr-621	427	2	monod	monod	PROPN
gssr-621	427	3	model	model	NOUN
gssr-621	427	4	assumes	assume	VERB
gssr-621	427	5	that	that	SCONJ
gssr-621	427	6	the	the	DET
gssr-621	427	7	specific	specific	ADJ
gssr-621	427	8	growth	growth	NOUN
gssr-621	427	9	rate	rate	NOUN
gssr-621	427	10	is	be	AUX
gssr-621	427	11	limited	limit	VERB
gssr-621	427	12	by	by	ADP
gssr-621	427	13	substrate	substrate	NOUN
gssr-621	427	14	availability	availability	NOUN
gssr-621	427	15	and	and	CCONJ
gssr-621	427	16	follows	follow	VERB
gssr-621	427	17	a	a	DET
gssr-621	427	18	hyperbolic	hyperbolic	ADJ
gssr-621	427	19	relationship	relationship	NOUN
gssr-621	427	20	with	with	ADP
gssr-621	427	21	the	the	DET
gssr-621	427	22	substrate	substrate	NOUN
gssr-621	427	23	concentration	concentration	NOUN
gssr-621	427	24	.	.	PUNCT
gssr-621	428	1	b	b	X
gssr-621	428	2	)	)	PUNCT
gssr-621	428	3	logistic	logistic	ADJ
gssr-621	428	4	model	model	NOUN
gssr-621	428	5	the	the	DET
gssr-621	428	6	logistic	logistic	ADJ
gssr-621	428	7	model	model	NOUN
gssr-621	428	8	is	be	AUX
gssr-621	428	9	an	an	DET
gssr-621	428	10	extension	extension	NOUN
gssr-621	428	11	of	of	ADP
gssr-621	428	12	the	the	DET
gssr-621	428	13	monod	monod	PROPN
gssr-621	428	14	model	model	NOUN
gssr-621	428	15	that	that	PRON
gssr-621	428	16	takes	take	VERB
gssr-621	428	17	into	into	ADP
gssr-621	428	18	account	account	NOUN
gssr-621	428	19	the	the	DET
gssr-621	428	20	inhibition	inhibition	NOUN
gssr-621	428	21	effects	effect	NOUN
gssr-621	428	22	of	of	ADP
gssr-621	428	23	high	high	ADJ
gssr-621	428	24	substrate	substrate	NOUN
gssr-621	428	25	concentrations	concentration	NOUN
gssr-621	428	26	on	on	ADP
gssr-621	428	27	microbial	microbial	ADJ
gssr-621	428	28	growth	growth	NOUN
gssr-621	428	29	.	.	PUNCT
gssr-621	429	1	it	it	PRON
gssr-621	429	2	incorporates	incorporate	VERB
gssr-621	429	3	an	an	DET
gssr-621	429	4	additional	additional	ADJ
gssr-621	429	5	term	term	NOUN
gssr-621	429	6	,	,	PUNCT
gssr-621	429	7	𝜇𝑚𝑎𝑥(1	𝜇𝑚𝑎𝑥(1	PUNCT
gssr-621	429	8	−	−	PROPN
gssr-621	430	1	[	[	X
gssr-621	430	2	𝑆]/𝐾𝐼	𝑆]/𝐾𝐼	NUM
gssr-621	430	3	)	)	PUNCT
gssr-621	430	4	,	,	PUNCT
gssr-621	430	5	to	to	PART
gssr-621	430	6	represent	represent	VERB
gssr-621	430	7	substrate	substrate	NOUN
gssr-621	430	8	inhibition	inhibition	NOUN
gssr-621	430	9	.	.	PUNCT
gssr-621	431	1	the	the	DET
gssr-621	431	2	logistic	logistic	ADJ
gssr-621	431	3	model	model	NOUN
gssr-621	431	4	is	be	AUX
gssr-621	431	5	useful	useful	ADJ
gssr-621	431	6	when	when	SCONJ
gssr-621	431	7	dealing	deal	VERB
gssr-621	431	8	with	with	ADP
gssr-621	431	9	fermentation	fermentation	NOUN
gssr-621	431	10	processes	process	NOUN
gssr-621	431	11	where	where	SCONJ
gssr-621	431	12	high	high	ADJ
gssr-621	431	13	substrate	substrate	NOUN
gssr-621	431	14	concentrations	concentration	NOUN
gssr-621	431	15	can	can	AUX
gssr-621	431	16	negatively	negatively	ADV
gssr-621	431	17	impact	impact	VERB
gssr-621	431	18	microbial	microbial	ADJ
gssr-621	431	19	growth	growth	NOUN
gssr-621	431	20	and	and	CCONJ
gssr-621	431	21	product	product	NOUN
gssr-621	431	22	formation	formation	NOUN
gssr-621	431	23	.	.	PUNCT
gssr-621	432	1	c	c	X
gssr-621	432	2	)	)	PUNCT
gssr-621	432	3	contois	contois	NOUN
gssr-621	432	4	model	model	NOUN
gssr-621	432	5	the	the	DET
gssr-621	432	6	contois	contois	NOUN
gssr-621	432	7	model	model	NOUN
gssr-621	432	8	is	be	AUX
gssr-621	432	9	a	a	DET
gssr-621	432	10	kinetic	kinetic	ADJ
gssr-621	432	11	model	model	NOUN
gssr-621	432	12	that	that	PRON
gssr-621	432	13	considers	consider	VERB
gssr-621	432	14	the	the	DET
gssr-621	432	15	limitation	limitation	NOUN
gssr-621	432	16	of	of	ADP
gssr-621	432	17	both	both	DET
gssr-621	432	18	substrate	substrate	NOUN
gssr-621	432	19	and	and	CCONJ
gssr-621	432	20	product	product	NOUN
gssr-621	432	21	concentrations	concentration	NOUN
gssr-621	432	22	on	on	ADP
gssr-621	432	23	microbial	microbial	ADJ
gssr-621	432	24	growth	growth	NOUN
gssr-621	432	25	.	.	PUNCT
gssr-621	433	1	it	it	PRON
gssr-621	433	2	assumes	assume	VERB
gssr-621	433	3	that	that	SCONJ
gssr-621	433	4	the	the	DET
gssr-621	433	5	specific	specific	ADJ
gssr-621	433	6	growth	growth	NOUN
gssr-621	433	7	rate	rate	NOUN
gssr-621	433	8	is	be	AUX
gssr-621	433	9	proportional	proportional	ADJ
gssr-621	433	10	to	to	ADP
gssr-621	433	11	the	the	DET
gssr-621	433	12	substrate	substrate	NOUN
gssr-621	433	13	consumption	consumption	NOUN
gssr-621	433	14	rate	rate	NOUN
gssr-621	433	15	and	and	CCONJ
gssr-621	433	16	the	the	DET
gssr-621	433	17	square	square	NOUN
gssr-621	433	18	of	of	ADP
gssr-621	433	19	the	the	DET
gssr-621	433	20	product	product	NOUN
gssr-621	433	21	concentration	concentration	NOUN
gssr-621	433	22	.	.	PUNCT
gssr-621	434	1	the	the	DET
gssr-621	434	2	model	model	NOUN
gssr-621	434	3	equation	equation	NOUN
gssr-621	434	4	is	be	AUX
gssr-621	434	5	given	give	VERB
gssr-621	434	6	by	by	ADP
gssr-621	434	7	equation	equation	NOUN
gssr-621	434	8	6	6	NUM
gssr-621	434	9	:	:	PUNCT
gssr-621	434	10	𝜇	𝜇	ADP
gssr-621	434	11	=	=	X
gssr-621	434	12	𝜇𝑚𝑎𝑥𝑆	𝜇𝑚𝑎𝑥𝑆	PROPN
gssr-621	434	13	𝐾𝑠+[𝑆]+𝛼[𝑃	𝐾𝑠+[𝑆]+𝛼[𝑃	NOUN
gssr-621	434	14	]	]	X
gssr-621	434	15	2	2	NUM
gssr-621	434	16	(	(	PUNCT
gssr-621	434	17	6	6	NUM
gssr-621	434	18	)	)	PUNCT
gssr-621	434	19	where	where	SCONJ
gssr-621	434	20	𝜇	𝜇	ADV
gssr-621	434	21	represents	represent	VERB
gssr-621	434	22	the	the	DET
gssr-621	434	23	specific	specific	ADJ
gssr-621	434	24	growth	growth	NOUN
gssr-621	434	25	rate	rate	NOUN
gssr-621	434	26	,	,	PUNCT
gssr-621	434	27	μmax	μmax	PROPN
gssr-621	434	28	is	be	AUX
gssr-621	434	29	the	the	DET
gssr-621	434	30	maximum	maximum	ADJ
gssr-621	434	31	specific	specific	ADJ
gssr-621	434	32	growth	growth	NOUN
gssr-621	434	33	rate	rate	NOUN
gssr-621	434	34	,	,	PUNCT
gssr-621	434	35	[	[	X
gssr-621	434	36	s	s	X
gssr-621	434	37	]	]	X
gssr-621	434	38	is	be	AUX
gssr-621	434	39	the	the	DET
gssr-621	434	40	substrate	substrate	NOUN
gssr-621	434	41	concentration	concentration	NOUN
gssr-621	434	42	,	,	PUNCT
gssr-621	435	1	[	[	X
gssr-621	435	2	p	p	X
gssr-621	435	3	]	]	X
gssr-621	435	4	is	be	AUX
gssr-621	435	5	the	the	DET
gssr-621	435	6	product	product	NOUN
gssr-621	435	7	concentration	concentration	NOUN
gssr-621	435	8	,	,	PUNCT
gssr-621	435	9	𝐾𝑠	𝐾𝑠	PROPN
gssr-621	435	10	is	be	AUX
gssr-621	435	11	the	the	DET
gssr-621	435	12	saturation	saturation	NOUN
gssr-621	435	13	constant	constant	ADJ
gssr-621	435	14	for	for	ADP
gssr-621	435	15	substrate	substrate	NOUN
gssr-621	435	16	,	,	PUNCT
gssr-621	435	17	and	and	CCONJ
gssr-621	435	18	α	α	PRON
gssr-621	435	19	is	be	AUX
gssr-621	435	20	the	the	DET
gssr-621	435	21	inhibition	inhibition	NOUN
gssr-621	435	22	constant	constant	ADJ
gssr-621	435	23	for	for	ADP
gssr-621	435	24	product	product	NOUN
gssr-621	435	25	.	.	PUNCT
gssr-621	436	1	the	the	DET
gssr-621	436	2	contois	contois	NOUN
gssr-621	436	3	model	model	NOUN
gssr-621	436	4	provides	provide	VERB
gssr-621	436	5	a	a	DET
gssr-621	436	6	more	more	ADV
gssr-621	436	7	comprehensive	comprehensive	ADJ
gssr-621	436	8	representation	representation	NOUN
gssr-621	436	9	of	of	ADP
gssr-621	436	10	fermentation	fermentation	NOUN
gssr-621	436	11	kinetics	kinetic	NOUN
gssr-621	436	12	by	by	ADP
gssr-621	436	13	considering	consider	VERB
gssr-621	436	14	the	the	DET
gssr-621	436	15	inhibitory	inhibitory	ADJ
gssr-621	436	16	effects	effect	NOUN
gssr-621	436	17	of	of	ADP
gssr-621	436	18	product	product	NOUN
gssr-621	436	19	accumulation	accumulation	NOUN
gssr-621	436	20	.	.	PUNCT
gssr-621	437	1	d	d	X
gssr-621	437	2	)	)	PUNCT
gssr-621	437	3	luedeking	luedeke	VERB
gssr-621	437	4	-	-	PUNCT
gssr-621	437	5	piret	piret	NOUN
gssr-621	437	6	model	model	NOUN
gssr-621	437	7	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	437	8	global	global	ADJ
gssr-621	437	9	sustainability	sustainability	NOUN
gssr-621	437	10	research	research	NOUN
gssr-621	437	11	global	global	ADJ
gssr-621	437	12	scientific	scientific	ADJ
gssr-621	437	13	research	research	NOUN
gssr-621	437	14	95	95	NUM
gssr-621	437	15	the	the	DET
gssr-621	437	16	luedeking	luedeking	ADJ
gssr-621	437	17	-	-	PUNCT
gssr-621	437	18	piret	piret	NOUN
gssr-621	437	19	model	model	NOUN
gssr-621	437	20	is	be	AUX
gssr-621	437	21	a	a	DET
gssr-621	437	22	phenomenological	phenomenological	ADJ
gssr-621	437	23	model	model	NOUN
gssr-621	437	24	that	that	PRON
gssr-621	437	25	describes	describe	VERB
gssr-621	437	26	the	the	DET
gssr-621	437	27	production	production	NOUN
gssr-621	437	28	rate	rate	NOUN
gssr-621	437	29	of	of	ADP
gssr-621	437	30	a	a	DET
gssr-621	437	31	desired	desire	VERB
gssr-621	437	32	product	product	NOUN
gssr-621	437	33	during	during	ADP
gssr-621	437	34	fermentation	fermentation	NOUN
gssr-621	437	35	.	.	PUNCT
gssr-621	438	1	it	it	PRON
gssr-621	438	2	assumes	assume	VERB
gssr-621	438	3	that	that	SCONJ
gssr-621	438	4	the	the	DET
gssr-621	438	5	production	production	NOUN
gssr-621	438	6	rate	rate	NOUN
gssr-621	438	7	is	be	AUX
gssr-621	438	8	a	a	DET
gssr-621	438	9	function	function	NOUN
gssr-621	438	10	of	of	ADP
gssr-621	438	11	both	both	CCONJ
gssr-621	438	12	the	the	DET
gssr-621	438	13	growth	growth	NOUN
gssr-621	438	14	-	-	PUNCT
gssr-621	438	15	associated	associate	VERB
gssr-621	438	16	and	and	CCONJ
gssr-621	438	17	nongrowth	nongrowth	NOUN
gssr-621	438	18	-	-	PUNCT
gssr-621	438	19	associated	associate	VERB
gssr-621	438	20	components	component	NOUN
gssr-621	438	21	.	.	PUNCT
gssr-621	439	1	the	the	DET
gssr-621	439	2	model	model	NOUN
gssr-621	439	3	equation	equation	NOUN
gssr-621	439	4	is	be	AUX
gssr-621	439	5	given	give	VERB
gssr-621	439	6	by	by	ADP
gssr-621	439	7	equation	equation	NOUN
gssr-621	439	8	7	7	NUM
gssr-621	439	9	:	:	PUNCT
gssr-621	439	10	𝑃	𝑃	NOUN
gssr-621	439	11	=	=	PUNCT
gssr-621	439	12	𝛼𝜇	𝛼𝜇	NOUN
gssr-621	439	13	+	+	CCONJ
gssr-621	439	14	𝛽[𝑆	𝛽[𝑆	NOUN
gssr-621	439	15	]	]	PUNCT
gssr-621	439	16	(	(	PUNCT
gssr-621	439	17	7	7	X
gssr-621	439	18	)	)	PUNCT
gssr-621	439	19	where	where	SCONJ
gssr-621	439	20	𝑃	𝑃	NOUN
gssr-621	439	21	represents	represent	VERB
gssr-621	439	22	the	the	DET
gssr-621	439	23	product	product	NOUN
gssr-621	439	24	concentration	concentration	NOUN
gssr-621	439	25	,	,	PUNCT
gssr-621	439	26	μ	μ	PROPN
gssr-621	439	27	is	be	AUX
gssr-621	439	28	the	the	DET
gssr-621	439	29	specific	specific	ADJ
gssr-621	439	30	growth	growth	NOUN
gssr-621	439	31	rate	rate	NOUN
gssr-621	439	32	,	,	PUNCT
gssr-621	439	33	[	[	X
gssr-621	439	34	s	s	X
gssr-621	439	35	]	]	X
gssr-621	439	36	is	be	AUX
gssr-621	439	37	the	the	DET
gssr-621	439	38	substrate	substrate	NOUN
gssr-621	439	39	concentration	concentration	NOUN
gssr-621	439	40	,	,	PUNCT
gssr-621	439	41	and	and	CCONJ
gssr-621	439	42	𝛼	𝛼	X
gssr-621	439	43	and	and	CCONJ
gssr-621	439	44	𝛽	𝛽	NOUN
gssr-621	439	45	are	be	AUX
gssr-621	439	46	the	the	DET
gssr-621	439	47	luedeking	luedeking	ADJ
gssr-621	439	48	-	-	PUNCT
gssr-621	439	49	piret	piret	NOUN
gssr-621	439	50	coefficients	coefficient	NOUN
gssr-621	439	51	.	.	PUNCT
gssr-621	440	1	the	the	DET
gssr-621	440	2	luedeking	luedeke	VERB
gssr-621	440	3	-	-	PUNCT
gssr-621	440	4	piret	piret	NOUN
gssr-621	440	5	model	model	NOUN
gssr-621	440	6	is	be	AUX
gssr-621	440	7	useful	useful	ADJ
gssr-621	440	8	for	for	ADP
gssr-621	440	9	analyzing	analyze	VERB
gssr-621	440	10	the	the	DET
gssr-621	440	11	relationship	relationship	NOUN
gssr-621	440	12	between	between	ADP
gssr-621	440	13	microbial	microbial	ADJ
gssr-621	440	14	growth	growth	NOUN
gssr-621	440	15	and	and	CCONJ
gssr-621	440	16	product	product	NOUN
gssr-621	440	17	formation	formation	NOUN
gssr-621	440	18	during	during	ADP
gssr-621	440	19	fermentation	fermentation	NOUN
gssr-621	440	20	.	.	PUNCT
gssr-621	441	1	e	e	X
gssr-621	441	2	)	)	PUNCT
gssr-621	441	3	structured	structured	ADJ
gssr-621	441	4	kinetic	kinetic	NOUN
gssr-621	441	5	models	model	NOUN
gssr-621	441	6	structured	structure	VERB
gssr-621	441	7	kinetic	kinetic	NOUN
gssr-621	441	8	models	model	NOUN
gssr-621	441	9	consider	consider	VERB
gssr-621	441	10	the	the	DET
gssr-621	441	11	intracellular	intracellular	ADJ
gssr-621	441	12	processes	process	NOUN
gssr-621	441	13	and	and	CCONJ
gssr-621	441	14	metabolic	metabolic	NOUN
gssr-621	441	15	pathways	pathway	NOUN
gssr-621	441	16	of	of	ADP
gssr-621	441	17	microorganisms	microorganism	NOUN
gssr-621	441	18	during	during	ADP
gssr-621	441	19	fermentation	fermentation	NOUN
gssr-621	441	20	.	.	PUNCT
gssr-621	442	1	these	these	DET
gssr-621	442	2	models	model	NOUN
gssr-621	442	3	describe	describe	VERB
gssr-621	442	4	the	the	DET
gssr-621	442	5	dynamic	dynamic	ADJ
gssr-621	442	6	changes	change	NOUN
gssr-621	442	7	in	in	ADP
gssr-621	442	8	cellular	cellular	ADJ
gssr-621	442	9	components	component	NOUN
gssr-621	442	10	,	,	PUNCT
gssr-621	442	11	such	such	ADJ
gssr-621	442	12	as	as	ADP
gssr-621	442	13	biomass	biomass	NOUN
gssr-621	442	14	,	,	PUNCT
gssr-621	442	15	substrate	substrate	NOUN
gssr-621	442	16	,	,	PUNCT
gssr-621	442	17	and	and	CCONJ
gssr-621	442	18	product	product	NOUN
gssr-621	442	19	concentrations	concentration	NOUN
gssr-621	442	20	,	,	PUNCT
gssr-621	442	21	and	and	CCONJ
gssr-621	442	22	the	the	DET
gssr-621	442	23	corresponding	corresponding	ADJ
gssr-621	442	24	fluxes	flux	NOUN
gssr-621	442	25	.	.	PUNCT
gssr-621	443	1	structured	structured	ADJ
gssr-621	443	2	models	model	NOUN
gssr-621	443	3	are	be	AUX
gssr-621	443	4	more	more	ADV
gssr-621	443	5	complex	complex	ADJ
gssr-621	443	6	and	and	CCONJ
gssr-621	443	7	require	require	VERB
gssr-621	443	8	additional	additional	ADJ
gssr-621	443	9	parameters	parameter	NOUN
gssr-621	443	10	and	and	CCONJ
gssr-621	443	11	data	datum	NOUN
gssr-621	443	12	for	for	ADP
gssr-621	443	13	their	their	PRON
gssr-621	443	14	calibration	calibration	NOUN
gssr-621	443	15	,	,	PUNCT
gssr-621	443	16	but	but	CCONJ
gssr-621	443	17	they	they	PRON
gssr-621	443	18	provide	provide	VERB
gssr-621	443	19	a	a	DET
gssr-621	443	20	more	more	ADV
gssr-621	443	21	detailed	detailed	ADJ
gssr-621	443	22	understanding	understanding	NOUN
gssr-621	443	23	of	of	ADP
gssr-621	443	24	the	the	DET
gssr-621	443	25	microbial	microbial	ADJ
gssr-621	443	26	fermentation	fermentation	NOUN
gssr-621	443	27	process	process	NOUN
gssr-621	443	28	(	(	PUNCT
gssr-621	443	29	ali	ali	PROPN
gssr-621	443	30	et	et	PROPN
gssr-621	443	31	al	al	PROPN
gssr-621	443	32	.	.	PROPN
gssr-621	443	33	,	,	PUNCT
gssr-621	443	34	2023	2023	NUM
gssr-621	443	35	;	;	PUNCT
gssr-621	443	36	elmer	elmer	PROPN
gssr-621	443	37	&	&	CCONJ
gssr-621	443	38	gaden	gaden	PROPN
gssr-621	443	39	,	,	PUNCT
gssr-621	443	40	2000	2000	NUM
gssr-621	443	41	)	)	PUNCT
gssr-621	443	42	.	.	PUNCT
gssr-621	444	1	kinetic	kinetic	ADJ
gssr-621	444	2	models	model	NOUN
gssr-621	444	3	for	for	ADP
gssr-621	444	4	fermentation	fermentation	NOUN
gssr-621	444	5	processes	process	NOUN
gssr-621	444	6	help	help	VERB
gssr-621	444	7	elucidate	elucidate	VERB
gssr-621	444	8	the	the	DET
gssr-621	444	9	relationship	relationship	NOUN
gssr-621	444	10	between	between	ADP
gssr-621	444	11	substrate	substrate	NOUN
gssr-621	444	12	consumption	consumption	NOUN
gssr-621	444	13	,	,	PUNCT
gssr-621	444	14	product	product	NOUN
gssr-621	444	15	formation	formation	NOUN
gssr-621	444	16	,	,	PUNCT
gssr-621	444	17	and	and	CCONJ
gssr-621	444	18	microbial	microbial	ADJ
gssr-621	444	19	growth	growth	NOUN
gssr-621	444	20	(	(	PUNCT
gssr-621	444	21	kresnowati	kresnowati	X
gssr-621	444	22	et	et	PROPN
gssr-621	444	23	al	al	PROPN
gssr-621	444	24	.	.	PROPN
gssr-621	444	25	,	,	PUNCT
gssr-621	444	26	2015	2015	NUM
gssr-621	444	27	)	)	PUNCT
gssr-621	444	28	.	.	PUNCT
gssr-621	445	1	by	by	ADP
gssr-621	445	2	fitting	fit	VERB
gssr-621	445	3	these	these	DET
gssr-621	445	4	models	model	NOUN
gssr-621	445	5	to	to	ADP
gssr-621	445	6	experimental	experimental	ADJ
gssr-621	445	7	data	datum	NOUN
gssr-621	445	8	using	use	VERB
gssr-621	445	9	parameter	parameter	NOUN
gssr-621	445	10	estimation	estimation	NOUN
gssr-621	445	11	techniques	technique	NOUN
gssr-621	445	12	,	,	PUNCT
gssr-621	445	13	the	the	DET
gssr-621	445	14	kinetic	kinetic	ADJ
gssr-621	445	15	parameters	parameter	NOUN
gssr-621	445	16	can	can	AUX
gssr-621	445	17	be	be	AUX
gssr-621	445	18	determined	determine	VERB
gssr-621	445	19	,	,	PUNCT
gssr-621	445	20	enabling	enable	VERB
gssr-621	445	21	the	the	DET
gssr-621	445	22	prediction	prediction	NOUN
gssr-621	445	23	of	of	ADP
gssr-621	445	24	product	product	NOUN
gssr-621	445	25	yields	yield	NOUN
gssr-621	445	26	and	and	CCONJ
gssr-621	445	27	the	the	DET
gssr-621	445	28	optimization	optimization	NOUN
gssr-621	445	29	of	of	ADP
gssr-621	445	30	fermentation	fermentation	NOUN
gssr-621	445	31	processes	process	NOUN
gssr-621	445	32	(	(	PUNCT
gssr-621	445	33	brito	brito	PROPN
gssr-621	445	34	&	&	CCONJ
gssr-621	445	35	antunes	antunes	PROPN
gssr-621	445	36	,	,	PUNCT
gssr-621	445	37	2014	2014	NUM
gssr-621	445	38	;	;	PUNCT
gssr-621	445	39	shatalov	shatalov	NOUN
gssr-621	445	40	et	et	PROPN
gssr-621	445	41	al	al	PROPN
gssr-621	445	42	.	.	PROPN
gssr-621	445	43	,	,	PUNCT
gssr-621	445	44	2013	2013	NUM
gssr-621	445	45	)	)	PUNCT
gssr-621	445	46	.	.	PUNCT
gssr-621	446	1	however	however	ADV
gssr-621	446	2	,	,	PUNCT
gssr-621	446	3	it	it	PRON
gssr-621	446	4	is	be	AUX
gssr-621	446	5	important	important	ADJ
gssr-621	446	6	to	to	PART
gssr-621	446	7	consider	consider	VERB
gssr-621	446	8	the	the	DET
gssr-621	446	9	limitations	limitation	NOUN
gssr-621	446	10	of	of	ADP
gssr-621	446	11	these	these	DET
gssr-621	446	12	models	model	NOUN
gssr-621	446	13	,	,	PUNCT
gssr-621	446	14	such	such	ADJ
gssr-621	446	15	as	as	ADP
gssr-621	446	16	the	the	DET
gssr-621	446	17	assumption	assumption	NOUN
gssr-621	446	18	of	of	ADP
gssr-621	446	19	constant	constant	ADJ
gssr-621	446	20	parameters	parameter	NOUN
gssr-621	446	21	and	and	CCONJ
gssr-621	446	22	the	the	DET
gssr-621	446	23	simplifications	simplification	NOUN
gssr-621	446	24	made	make	VERB
gssr-621	446	25	in	in	ADP
gssr-621	446	26	describing	describe	VERB
gssr-621	446	27	complex	complex	ADJ
gssr-621	446	28	biological	biological	ADJ
gssr-621	446	29	processes	process	NOUN
gssr-621	446	30	,	,	PUNCT
gssr-621	446	31	when	when	SCONJ
gssr-621	446	32	applying	apply	VERB
gssr-621	446	33	them	they	PRON
gssr-621	446	34	to	to	ADP
gssr-621	446	35	specific	specific	ADJ
gssr-621	446	36	fermentation	fermentation	NOUN
gssr-621	446	37	systems	system	NOUN
gssr-621	446	38	.	.	PUNCT
gssr-621	447	1	factors	factor	NOUN
gssr-621	447	2	affecting	affect	VERB
gssr-621	447	3	reaction	reaction	NOUN
gssr-621	447	4	kinetics	kinetic	NOUN
gssr-621	447	5	understanding	understand	VERB
gssr-621	447	6	the	the	DET
gssr-621	447	7	factors	factor	NOUN
gssr-621	447	8	that	that	PRON
gssr-621	447	9	affect	affect	VERB
gssr-621	447	10	reaction	reaction	NOUN
gssr-621	447	11	kinetics	kinetic	NOUN
gssr-621	447	12	is	be	AUX
gssr-621	447	13	crucial	crucial	ADJ
gssr-621	447	14	for	for	ADP
gssr-621	447	15	optimizing	optimize	VERB
gssr-621	447	16	reaction	reaction	NOUN
gssr-621	447	17	conditions	condition	NOUN
gssr-621	447	18	,	,	PUNCT
gssr-621	447	19	predicting	predict	VERB
gssr-621	447	20	reaction	reaction	NOUN
gssr-621	447	21	rates	rate	NOUN
gssr-621	447	22	,	,	PUNCT
gssr-621	447	23	and	and	CCONJ
gssr-621	447	24	designing	design	VERB
gssr-621	447	25	efficient	efficient	ADJ
gssr-621	447	26	chemical	chemical	NOUN
gssr-621	447	27	processes	process	NOUN
gssr-621	447	28	.	.	PUNCT
gssr-621	448	1	some	some	DET
gssr-621	448	2	key	key	ADJ
gssr-621	448	3	factors	factor	NOUN
gssr-621	448	4	that	that	PRON
gssr-621	448	5	influence	influence	NOUN
gssr-621	448	6	reaction	reaction	NOUN
gssr-621	448	7	kinetics	kinetic	NOUN
gssr-621	448	8	are	be	AUX
gssr-621	448	9	the	the	DET
gssr-621	448	10	concentration	concentration	NOUN
gssr-621	448	11	of	of	ADP
gssr-621	448	12	reactants	reactant	NOUN
gssr-621	448	13	,	,	PUNCT
gssr-621	448	14	temperature	temperature	NOUN
gssr-621	448	15	,	,	PUNCT
gssr-621	448	16	catalysts	catalyst	NOUN
gssr-621	448	17	,	,	PUNCT
gssr-621	448	18	surface	surface	NOUN
gssr-621	448	19	area	area	NOUN
gssr-621	448	20	,	,	PUNCT
gssr-621	448	21	presence	presence	NOUN
gssr-621	448	22	of	of	ADP
gssr-621	448	23	inhibitors	inhibitor	NOUN
gssr-621	448	24	or	or	CCONJ
gssr-621	448	25	catalyst	catalyst	NOUN
gssr-621	448	26	poisons	poison	NOUN
gssr-621	448	27	,	,	PUNCT
gssr-621	448	28	pressure	pressure	NOUN
gssr-621	448	29	,	,	PUNCT
gssr-621	448	30	solvent	solvent	NOUN
gssr-621	448	31	,	,	PUNCT
gssr-621	448	32	reaction	reaction	NOUN
gssr-621	448	33	mechanism	mechanism	NOUN
gssr-621	448	34	,	,	PUNCT
gssr-621	448	35	activation	activation	NOUN
gssr-621	448	36	energy	energy	NOUN
gssr-621	448	37	and	and	CCONJ
gssr-621	448	38	molecular	molecular	ADJ
gssr-621	448	39	orientation	orientation	NOUN
gssr-621	448	40	.	.	PUNCT
gssr-621	449	1	the	the	DET
gssr-621	449	2	concentration	concentration	NOUN
gssr-621	449	3	of	of	ADP
gssr-621	449	4	reactants	reactant	NOUN
gssr-621	449	5	plays	play	VERB
gssr-621	449	6	a	a	DET
gssr-621	449	7	significant	significant	ADJ
gssr-621	449	8	role	role	NOUN
gssr-621	449	9	in	in	ADP
gssr-621	449	10	determining	determine	VERB
gssr-621	449	11	the	the	DET
gssr-621	449	12	rate	rate	NOUN
gssr-621	449	13	of	of	ADP
gssr-621	449	14	a	a	DET
gssr-621	449	15	chemical	chemical	NOUN
gssr-621	449	16	reaction	reaction	NOUN
gssr-621	449	17	.	.	PUNCT
gssr-621	450	1	according	accord	VERB
gssr-621	450	2	to	to	ADP
gssr-621	450	3	the	the	DET
gssr-621	450	4	collision	collision	NOUN
gssr-621	450	5	theory	theory	NOUN
gssr-621	450	6	,	,	PUNCT
gssr-621	450	7	for	for	ADP
gssr-621	450	8	a	a	DET
gssr-621	450	9	reaction	reaction	NOUN
gssr-621	450	10	to	to	PART
gssr-621	450	11	occur	occur	VERB
gssr-621	450	12	,	,	PUNCT
gssr-621	450	13	reactant	reactant	NOUN
gssr-621	450	14	molecules	molecule	NOUN
gssr-621	450	15	must	must	AUX
gssr-621	450	16	collide	collide	VERB
gssr-621	450	17	with	with	ADP
gssr-621	450	18	sufficient	sufficient	ADJ
gssr-621	450	19	energy	energy	NOUN
gssr-621	450	20	and	and	CCONJ
gssr-621	450	21	proper	proper	ADJ
gssr-621	450	22	orientation	orientation	NOUN
gssr-621	450	23	.	.	PUNCT
gssr-621	451	1	higher	high	ADJ
gssr-621	451	2	concentrations	concentration	NOUN
gssr-621	451	3	of	of	ADP
gssr-621	451	4	reactants	reactant	NOUN
gssr-621	451	5	increase	increase	VERB
gssr-621	451	6	the	the	DET
gssr-621	451	7	frequency	frequency	NOUN
gssr-621	451	8	of	of	ADP
gssr-621	451	9	collisions	collision	NOUN
gssr-621	451	10	,	,	PUNCT
gssr-621	451	11	leading	lead	VERB
gssr-621	451	12	to	to	ADP
gssr-621	451	13	a	a	DET
gssr-621	451	14	higher	high	ADJ
gssr-621	451	15	reaction	reaction	NOUN
gssr-621	451	16	rate	rate	NOUN
gssr-621	451	17	.	.	PUNCT
gssr-621	452	1	temperature	temperature	NOUN
gssr-621	452	2	has	have	VERB
gssr-621	452	3	a	a	DET
gssr-621	452	4	profound	profound	ADJ
gssr-621	452	5	effect	effect	NOUN
gssr-621	452	6	on	on	ADP
gssr-621	452	7	reaction	reaction	NOUN
gssr-621	452	8	kinetics	kinetic	NOUN
gssr-621	452	9	.	.	PUNCT
gssr-621	453	1	increasing	increase	VERB
gssr-621	453	2	the	the	DET
gssr-621	453	3	temperature	temperature	NOUN
gssr-621	453	4	generally	generally	ADV
gssr-621	453	5	increases	increase	VERB
gssr-621	453	6	the	the	DET
gssr-621	453	7	reaction	reaction	NOUN
gssr-621	453	8	rate	rate	NOUN
gssr-621	453	9	.	.	PUNCT
gssr-621	454	1	this	this	PRON
gssr-621	454	2	is	be	AUX
gssr-621	454	3	because	because	SCONJ
gssr-621	454	4	higher	high	ADJ
gssr-621	454	5	temperatures	temperature	NOUN
gssr-621	454	6	provide	provide	VERB
gssr-621	454	7	reactant	reactant	NOUN
gssr-621	454	8	molecules	molecule	NOUN
gssr-621	454	9	with	with	ADP
gssr-621	454	10	more	more	ADJ
gssr-621	454	11	kinetic	kinetic	ADJ
gssr-621	454	12	energy	energy	NOUN
gssr-621	454	13	,	,	PUNCT
gssr-621	454	14	resulting	result	VERB
gssr-621	454	15	in	in	ADP
gssr-621	454	16	more	more	ADV
gssr-621	454	17	frequent	frequent	ADJ
gssr-621	454	18	and	and	CCONJ
gssr-621	454	19	energetic	energetic	ADJ
gssr-621	454	20	collisions	collision	NOUN
gssr-621	454	21	.	.	PUNCT
gssr-621	455	1	additionally	additionally	ADV
gssr-621	455	2	,	,	PUNCT
gssr-621	455	3	higher	high	ADJ
gssr-621	455	4	temperatures	temperature	NOUN
gssr-621	455	5	can	can	AUX
gssr-621	455	6	overcome	overcome	VERB
gssr-621	455	7	activation	activation	NOUN
gssr-621	455	8	energy	energy	NOUN
gssr-621	455	9	barriers	barrier	NOUN
gssr-621	455	10	,	,	PUNCT
gssr-621	455	11	allowing	allow	VERB
gssr-621	455	12	reactions	reaction	NOUN
gssr-621	455	13	to	to	PART
gssr-621	455	14	proceed	proceed	VERB
gssr-621	455	15	more	more	ADV
gssr-621	455	16	readily	readily	ADV
gssr-621	455	17	(	(	PUNCT
gssr-621	455	18	sodiqovna	sodiqovna	NOUN
gssr-621	455	19	,	,	PUNCT
gssr-621	455	20	2020	2020	NUM
gssr-621	455	21	)	)	PUNCT
gssr-621	455	22	.	.	PUNCT
gssr-621	456	1	catalysts	catalyst	NOUN
gssr-621	456	2	are	be	AUX
gssr-621	456	3	substances	substance	NOUN
gssr-621	456	4	that	that	PRON
gssr-621	456	5	increase	increase	VERB
gssr-621	456	6	the	the	DET
gssr-621	456	7	rate	rate	NOUN
gssr-621	456	8	of	of	ADP
gssr-621	456	9	a	a	DET
gssr-621	456	10	chemical	chemical	NOUN
gssr-621	456	11	reaction	reaction	NOUN
gssr-621	456	12	without	without	ADP
gssr-621	456	13	being	be	AUX
gssr-621	456	14	consumed	consume	VERB
gssr-621	456	15	in	in	ADP
gssr-621	456	16	the	the	DET
gssr-621	456	17	process	process	NOUN
gssr-621	456	18	.	.	PUNCT
gssr-621	457	1	they	they	PRON
gssr-621	457	2	lower	lower	VERB
gssr-621	457	3	the	the	DET
gssr-621	457	4	activation	activation	NOUN
gssr-621	457	5	energy	energy	NOUN
gssr-621	457	6	required	require	VERB
gssr-621	457	7	for	for	ADP
gssr-621	457	8	the	the	DET
gssr-621	457	9	reaction	reaction	NOUN
gssr-621	457	10	to	to	PART
gssr-621	457	11	occur	occur	VERB
gssr-621	457	12	,	,	PUNCT
gssr-621	457	13	thereby	thereby	ADV
gssr-621	457	14	facilitating	facilitate	VERB
gssr-621	457	15	the	the	DET
gssr-621	457	16	formation	formation	NOUN
gssr-621	457	17	of	of	ADP
gssr-621	457	18	products	product	NOUN
gssr-621	457	19	.	.	PUNCT
gssr-621	458	1	catalysts	catalyst	NOUN
gssr-621	458	2	provide	provide	VERB
gssr-621	458	3	an	an	DET
gssr-621	458	4	alternative	alternative	ADJ
gssr-621	458	5	reaction	reaction	NOUN
gssr-621	458	6	pathway	pathway	NOUN
gssr-621	458	7	with	with	ADP
gssr-621	458	8	a	a	DET
gssr-621	458	9	lower	low	ADJ
gssr-621	458	10	activation	activation	NOUN
gssr-621	458	11	energy	energy	NOUN
gssr-621	458	12	,	,	PUNCT
gssr-621	458	13	allowing	allow	VERB
gssr-621	458	14	for	for	ADP
gssr-621	458	15	faster	fast	ADJ
gssr-621	458	16	reaction	reaction	NOUN
gssr-621	458	17	rates	rate	NOUN
gssr-621	458	18	.	.	PUNCT
gssr-621	459	1	in	in	ADP
gssr-621	459	2	reactions	reaction	NOUN
gssr-621	459	3	involving	involve	VERB
gssr-621	459	4	solids	solid	NOUN
gssr-621	459	5	or	or	CCONJ
gssr-621	459	6	heterogeneous	heterogeneous	ADJ
gssr-621	459	7	systems	system	NOUN
gssr-621	459	8	,	,	PUNCT
gssr-621	459	9	the	the	DET
gssr-621	459	10	surface	surface	NOUN
gssr-621	459	11	area	area	NOUN
gssr-621	459	12	of	of	ADP
gssr-621	459	13	the	the	DET
gssr-621	459	14	reactants	reactant	NOUN
gssr-621	459	15	plays	play	VERB
gssr-621	459	16	a	a	DET
gssr-621	459	17	vital	vital	ADJ
gssr-621	459	18	role	role	NOUN
gssr-621	459	19	.	.	PUNCT
gssr-621	460	1	increasing	increase	VERB
gssr-621	460	2	the	the	DET
gssr-621	460	3	surface	surface	NOUN
gssr-621	460	4	area	area	NOUN
gssr-621	460	5	by	by	ADP
gssr-621	460	6	breaking	break	VERB
gssr-621	460	7	solids	solid	NOUN
gssr-621	460	8	into	into	ADP
gssr-621	460	9	smaller	small	ADJ
gssr-621	460	10	particles	particle	NOUN
gssr-621	460	11	or	or	CCONJ
gssr-621	460	12	using	use	VERB
gssr-621	460	13	catalysts	catalyst	NOUN
gssr-621	460	14	in	in	ADP
gssr-621	460	15	finely	finely	ADV
gssr-621	460	16	divided	divide	VERB
gssr-621	460	17	form	form	NOUN
gssr-621	460	18	exposes	expose	VERB
gssr-621	460	19	a	a	DET
gssr-621	460	20	larger	large	ADJ
gssr-621	460	21	area	area	NOUN
gssr-621	460	22	for	for	ADP
gssr-621	460	23	reactant	reactant	NOUN
gssr-621	460	24	molecules	molecule	NOUN
gssr-621	460	25	to	to	PART
gssr-621	460	26	come	come	VERB
gssr-621	460	27	into	into	ADP
gssr-621	460	28	contact	contact	NOUN
gssr-621	460	29	.	.	PUNCT
gssr-621	461	1	this	this	PRON
gssr-621	461	2	enhances	enhance	VERB
gssr-621	461	3	the	the	DET
gssr-621	461	4	frequency	frequency	NOUN
gssr-621	461	5	of	of	ADP
gssr-621	461	6	collisions	collision	NOUN
gssr-621	461	7	and	and	CCONJ
gssr-621	461	8	increases	increase	VERB
gssr-621	461	9	the	the	DET
gssr-621	461	10	reaction	reaction	NOUN
gssr-621	461	11	rate	rate	NOUN
gssr-621	461	12	(	(	PUNCT
gssr-621	461	13	sodiqovna	sodiqovna	NOUN
gssr-621	461	14	,	,	PUNCT
gssr-621	461	15	2020	2020	NUM
gssr-621	461	16	)	)	PUNCT
gssr-621	461	17	.	.	PUNCT
gssr-621	462	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	462	2	global	global	ADJ
gssr-621	462	3	sustainability	sustainability	NOUN
gssr-621	462	4	research	research	NOUN
gssr-621	462	5	global	global	ADJ
gssr-621	462	6	scientific	scientific	ADJ
gssr-621	462	7	research	research	NOUN
gssr-621	462	8	96	96	NUM
gssr-621	462	9	in	in	ADP
gssr-621	462	10	gas	gas	NOUN
gssr-621	462	11	-	-	PUNCT
gssr-621	462	12	phase	phase	NOUN
gssr-621	462	13	reactions	reaction	NOUN
gssr-621	462	14	,	,	PUNCT
gssr-621	462	15	pressure	pressure	NOUN
gssr-621	462	16	can	can	AUX
gssr-621	462	17	affect	affect	VERB
gssr-621	462	18	reaction	reaction	NOUN
gssr-621	462	19	kinetics	kinetic	NOUN
gssr-621	462	20	.	.	PUNCT
gssr-621	463	1	increasing	increase	VERB
gssr-621	463	2	the	the	DET
gssr-621	463	3	pressure	pressure	NOUN
gssr-621	463	4	increases	increase	VERB
gssr-621	463	5	the	the	DET
gssr-621	463	6	number	number	NOUN
gssr-621	463	7	of	of	ADP
gssr-621	463	8	gas	gas	NOUN
gssr-621	463	9	molecules	molecule	NOUN
gssr-621	463	10	per	per	ADP
gssr-621	463	11	unit	unit	NOUN
gssr-621	463	12	volume	volume	NOUN
gssr-621	463	13	,	,	PUNCT
gssr-621	463	14	which	which	PRON
gssr-621	463	15	leads	lead	VERB
gssr-621	463	16	to	to	ADP
gssr-621	463	17	more	more	ADV
gssr-621	463	18	frequent	frequent	ADJ
gssr-621	463	19	collisions	collision	NOUN
gssr-621	463	20	.	.	PUNCT
gssr-621	464	1	higher	high	ADJ
gssr-621	464	2	pressure	pressure	NOUN
gssr-621	464	3	can	can	AUX
gssr-621	464	4	increase	increase	VERB
gssr-621	464	5	the	the	DET
gssr-621	464	6	reaction	reaction	NOUN
gssr-621	464	7	rate	rate	NOUN
gssr-621	464	8	by	by	ADP
gssr-621	464	9	increasing	increase	VERB
gssr-621	464	10	the	the	DET
gssr-621	464	11	concentration	concentration	NOUN
gssr-621	464	12	of	of	ADP
gssr-621	464	13	reactant	reactant	NOUN
gssr-621	464	14	molecules	molecule	NOUN
gssr-621	464	15	and	and	CCONJ
gssr-621	464	16	their	their	PRON
gssr-621	464	17	collision	collision	NOUN
gssr-621	464	18	frequency	frequency	NOUN
gssr-621	464	19	.	.	PUNCT
gssr-621	465	1	the	the	DET
gssr-621	465	2	specific	specific	ADJ
gssr-621	465	3	reaction	reaction	NOUN
gssr-621	465	4	mechanism	mechanism	NOUN
gssr-621	465	5	,	,	PUNCT
gssr-621	465	6	including	include	VERB
gssr-621	465	7	the	the	DET
gssr-621	465	8	sequence	sequence	NOUN
gssr-621	465	9	of	of	ADP
gssr-621	465	10	elementary	elementary	ADJ
gssr-621	465	11	steps	step	NOUN
gssr-621	465	12	,	,	PUNCT
gssr-621	465	13	intermediate	intermediate	ADJ
gssr-621	465	14	species	specie	NOUN
gssr-621	465	15	,	,	PUNCT
gssr-621	465	16	and	and	CCONJ
gssr-621	465	17	rate	rate	NOUN
gssr-621	465	18	-	-	PUNCT
gssr-621	465	19	determining	determine	VERB
gssr-621	465	20	steps	step	NOUN
gssr-621	465	21	,	,	PUNCT
gssr-621	465	22	influences	influence	VERB
gssr-621	465	23	the	the	DET
gssr-621	465	24	overall	overall	ADJ
gssr-621	465	25	reaction	reaction	NOUN
gssr-621	465	26	rate	rate	NOUN
gssr-621	465	27	.	.	PUNCT
gssr-621	466	1	understanding	understand	VERB
gssr-621	466	2	the	the	DET
gssr-621	466	3	reaction	reaction	NOUN
gssr-621	466	4	mechanism	mechanism	NOUN
gssr-621	466	5	is	be	AUX
gssr-621	466	6	crucial	crucial	ADJ
gssr-621	466	7	for	for	ADP
gssr-621	466	8	designing	design	VERB
gssr-621	466	9	appropriate	appropriate	ADJ
gssr-621	466	10	kinetic	kinetic	ADJ
gssr-621	466	11	models	model	NOUN
gssr-621	466	12	and	and	CCONJ
gssr-621	466	13	optimizing	optimize	VERB
gssr-621	466	14	reaction	reaction	NOUN
gssr-621	466	15	conditions	condition	NOUN
gssr-621	466	16	.	.	PUNCT
gssr-621	467	1	the	the	DET
gssr-621	467	2	choice	choice	NOUN
gssr-621	467	3	of	of	ADP
gssr-621	467	4	solvent	solvent	NOUN
gssr-621	467	5	can	can	AUX
gssr-621	467	6	significantly	significantly	ADV
gssr-621	467	7	impact	impact	VERB
gssr-621	467	8	reaction	reaction	NOUN
gssr-621	467	9	kinetics	kinetic	NOUN
gssr-621	467	10	,	,	PUNCT
gssr-621	467	11	particularly	particularly	ADV
gssr-621	467	12	in	in	ADP
gssr-621	467	13	liquid	liquid	ADJ
gssr-621	467	14	-	-	PUNCT
gssr-621	467	15	phase	phase	NOUN
gssr-621	467	16	reactions	reaction	NOUN
gssr-621	467	17	.	.	PUNCT
gssr-621	468	1	the	the	DET
gssr-621	468	2	solvent	solvent	NOUN
gssr-621	468	3	can	can	AUX
gssr-621	468	4	affect	affect	VERB
gssr-621	468	5	the	the	DET
gssr-621	468	6	stability	stability	NOUN
gssr-621	468	7	of	of	ADP
gssr-621	468	8	reactants	reactant	NOUN
gssr-621	468	9	,	,	PUNCT
gssr-621	468	10	the	the	DET
gssr-621	468	11	solubility	solubility	NOUN
gssr-621	468	12	of	of	ADP
gssr-621	468	13	reactants	reactant	NOUN
gssr-621	468	14	and	and	CCONJ
gssr-621	468	15	products	product	NOUN
gssr-621	468	16	,	,	PUNCT
gssr-621	468	17	and	and	CCONJ
gssr-621	468	18	the	the	DET
gssr-621	468	19	mobility	mobility	NOUN
gssr-621	468	20	of	of	ADP
gssr-621	468	21	molecules	molecule	NOUN
gssr-621	468	22	,	,	PUNCT
gssr-621	468	23	all	all	PRON
gssr-621	468	24	of	of	ADP
gssr-621	468	25	which	which	PRON
gssr-621	468	26	influence	influence	NOUN
gssr-621	468	27	reaction	reaction	NOUN
gssr-621	468	28	rates	rate	NOUN
gssr-621	468	29	.	.	PUNCT
gssr-621	469	1	inhibitors	inhibitor	NOUN
gssr-621	469	2	are	be	AUX
gssr-621	469	3	substances	substance	NOUN
gssr-621	469	4	that	that	PRON
gssr-621	469	5	decrease	decrease	VERB
gssr-621	469	6	the	the	DET
gssr-621	469	7	rate	rate	NOUN
gssr-621	469	8	of	of	ADP
gssr-621	469	9	a	a	DET
gssr-621	469	10	reaction	reaction	NOUN
gssr-621	469	11	,	,	PUNCT
gssr-621	469	12	while	while	SCONJ
gssr-621	469	13	catalyst	catalyst	NOUN
gssr-621	469	14	poisons	poison	NOUN
gssr-621	469	15	are	be	AUX
gssr-621	469	16	substances	substance	NOUN
gssr-621	469	17	that	that	PRON
gssr-621	469	18	deactivate	deactivate	VERB
gssr-621	469	19	catalysts	catalyst	NOUN
gssr-621	469	20	.	.	PUNCT
gssr-621	470	1	both	both	DET
gssr-621	470	2	inhibitors	inhibitor	NOUN
gssr-621	470	3	and	and	CCONJ
gssr-621	470	4	catalyst	catalyst	NOUN
gssr-621	470	5	poisons	poison	NOUN
gssr-621	470	6	reduce	reduce	VERB
gssr-621	470	7	the	the	DET
gssr-621	470	8	effectiveness	effectiveness	NOUN
gssr-621	470	9	of	of	ADP
gssr-621	470	10	the	the	DET
gssr-621	470	11	reactants	reactant	NOUN
gssr-621	470	12	or	or	CCONJ
gssr-621	470	13	catalysts	catalyst	NOUN
gssr-621	470	14	,	,	PUNCT
gssr-621	470	15	leading	lead	VERB
gssr-621	470	16	to	to	ADP
gssr-621	470	17	a	a	DET
gssr-621	470	18	slower	slow	ADJ
gssr-621	470	19	reaction	reaction	NOUN
gssr-621	470	20	rate	rate	NOUN
gssr-621	470	21	for	for	ADP
gssr-621	470	22	reactions	reaction	NOUN
gssr-621	470	23	involving	involve	VERB
gssr-621	470	24	multiple	multiple	ADJ
gssr-621	470	25	reactant	reactant	NOUN
gssr-621	470	26	molecules	molecule	NOUN
gssr-621	470	27	,	,	PUNCT
gssr-621	470	28	the	the	DET
gssr-621	470	29	molecular	molecular	ADJ
gssr-621	470	30	orientation	orientation	NOUN
gssr-621	470	31	during	during	ADP
gssr-621	470	32	collisions	collision	NOUN
gssr-621	470	33	can	can	AUX
gssr-621	470	34	affect	affect	VERB
gssr-621	470	35	reaction	reaction	NOUN
gssr-621	470	36	kinetics	kinetic	NOUN
gssr-621	470	37	(	(	PUNCT
gssr-621	470	38	abril	abril	PROPN
gssr-621	470	39	-	-	PUNCT
gssr-621	470	40	gonzález	gonzález	PROPN
gssr-621	470	41	et	et	PROPN
gssr-621	470	42	al	al	PROPN
gssr-621	470	43	.	.	PROPN
gssr-621	470	44	,	,	PUNCT
gssr-621	470	45	2023	2023	NUM
gssr-621	470	46	)	)	PUNCT
gssr-621	470	47	.	.	PUNCT
gssr-621	471	1	in	in	ADP
gssr-621	471	2	some	some	DET
gssr-621	471	3	cases	case	NOUN
gssr-621	471	4	,	,	PUNCT
gssr-621	471	5	specific	specific	ADJ
gssr-621	471	6	molecular	molecular	ADJ
gssr-621	471	7	orientations	orientation	NOUN
gssr-621	471	8	are	be	AUX
gssr-621	471	9	required	require	VERB
gssr-621	471	10	for	for	ADP
gssr-621	471	11	effective	effective	ADJ
gssr-621	471	12	collisions	collision	NOUN
gssr-621	471	13	and	and	CCONJ
gssr-621	471	14	reaction	reaction	NOUN
gssr-621	471	15	to	to	PART
gssr-621	471	16	occur	occur	VERB
gssr-621	471	17	.	.	PUNCT
gssr-621	472	1	factors	factor	NOUN
gssr-621	472	2	that	that	PRON
gssr-621	472	3	influence	influence	VERB
gssr-621	472	4	molecular	molecular	ADJ
gssr-621	472	5	orientation	orientation	NOUN
gssr-621	472	6	include	include	VERB
gssr-621	472	7	steric	steric	ADJ
gssr-621	472	8	hindrance	hindrance	NOUN
gssr-621	472	9	,	,	PUNCT
gssr-621	472	10	molecular	molecular	ADJ
gssr-621	472	11	shape	shape	NOUN
gssr-621	472	12	,	,	PUNCT
gssr-621	472	13	and	and	CCONJ
gssr-621	472	14	the	the	DET
gssr-621	472	15	presence	presence	NOUN
gssr-621	472	16	of	of	ADP
gssr-621	472	17	functional	functional	ADJ
gssr-621	472	18	groups	group	NOUN
gssr-621	472	19	.	.	PUNCT
gssr-621	473	1	activation	activation	NOUN
gssr-621	473	2	energy	energy	NOUN
gssr-621	473	3	is	be	AUX
gssr-621	473	4	the	the	DET
gssr-621	473	5	minimum	minimum	ADJ
gssr-621	473	6	energy	energy	NOUN
gssr-621	473	7	required	require	VERB
gssr-621	473	8	for	for	ADP
gssr-621	473	9	a	a	DET
gssr-621	473	10	reaction	reaction	NOUN
gssr-621	473	11	to	to	PART
gssr-621	473	12	occur	occur	VERB
gssr-621	473	13	.	.	PUNCT
gssr-621	474	1	reactions	reaction	NOUN
gssr-621	474	2	with	with	ADP
gssr-621	474	3	higher	high	ADJ
gssr-621	474	4	activation	activation	NOUN
gssr-621	474	5	energies	energy	NOUN
gssr-621	474	6	typically	typically	ADV
gssr-621	474	7	have	have	VERB
gssr-621	474	8	slower	slow	ADJ
gssr-621	474	9	reaction	reaction	NOUN
gssr-621	474	10	rates	rate	NOUN
gssr-621	474	11	.	.	PUNCT
gssr-621	475	1	lowering	lower	VERB
gssr-621	475	2	the	the	DET
gssr-621	475	3	activation	activation	NOUN
gssr-621	475	4	energy	energy	NOUN
gssr-621	475	5	through	through	ADP
gssr-621	475	6	factors	factor	NOUN
gssr-621	475	7	like	like	ADP
gssr-621	475	8	temperature	temperature	NOUN
gssr-621	475	9	,	,	PUNCT
gssr-621	475	10	catalysts	catalyst	NOUN
gssr-621	475	11	,	,	PUNCT
gssr-621	475	12	or	or	CCONJ
gssr-621	475	13	the	the	DET
gssr-621	475	14	presence	presence	NOUN
gssr-621	475	15	of	of	ADP
gssr-621	475	16	suitable	suitable	ADJ
gssr-621	475	17	reactant	reactant	NOUN
gssr-621	475	18	molecules	molecule	NOUN
gssr-621	475	19	can	can	AUX
gssr-621	475	20	significantly	significantly	ADV
gssr-621	475	21	accelerate	accelerate	VERB
gssr-621	475	22	the	the	DET
gssr-621	475	23	reaction	reaction	NOUN
gssr-621	475	24	rate	rate	NOUN
gssr-621	475	25	.	.	PUNCT
gssr-621	476	1	understanding	understanding	NOUN
gssr-621	476	2	and	and	CCONJ
gssr-621	476	3	manipulating	manipulate	VERB
gssr-621	476	4	these	these	DET
gssr-621	476	5	factors	factor	NOUN
gssr-621	476	6	can	can	AUX
gssr-621	476	7	help	help	VERB
gssr-621	476	8	control	control	VERB
gssr-621	476	9	and	and	CCONJ
gssr-621	476	10	optimize	optimize	VERB
gssr-621	476	11	reaction	reaction	NOUN
gssr-621	476	12	kinetics	kinetic	NOUN
gssr-621	476	13	in	in	ADP
gssr-621	476	14	various	various	ADJ
gssr-621	476	15	chemical	chemical	NOUN
gssr-621	476	16	processes	process	NOUN
gssr-621	476	17	.	.	PUNCT
gssr-621	477	1	it	it	PRON
gssr-621	477	2	allows	allow	VERB
gssr-621	477	3	for	for	ADP
gssr-621	477	4	the	the	DET
gssr-621	477	5	design	design	NOUN
gssr-621	477	6	of	of	ADP
gssr-621	477	7	efficient	efficient	ADJ
gssr-621	477	8	reactions	reaction	NOUN
gssr-621	477	9	,	,	PUNCT
gssr-621	477	10	the	the	DET
gssr-621	477	11	development	development	NOUN
gssr-621	477	12	of	of	ADP
gssr-621	477	13	suitable	suitable	ADJ
gssr-621	477	14	reaction	reaction	NOUN
gssr-621	477	15	conditions	condition	NOUN
gssr-621	477	16	,	,	PUNCT
gssr-621	477	17	and	and	CCONJ
gssr-621	477	18	the	the	DET
gssr-621	477	19	prediction	prediction	NOUN
gssr-621	477	20	of	of	ADP
gssr-621	477	21	reaction	reaction	NOUN
gssr-621	477	22	rates	rate	NOUN
gssr-621	477	23	and	and	CCONJ
gssr-621	477	24	yields	yield	NOUN
gssr-621	477	25	.	.	PUNCT
gssr-621	478	1	experimental	experimental	ADJ
gssr-621	478	2	techniques	technique	NOUN
gssr-621	478	3	for	for	ADP
gssr-621	478	4	kinetic	kinetic	ADJ
gssr-621	478	5	parameter	parameter	NOUN
gssr-621	478	6	estimation	estimation	NOUN
gssr-621	478	7	experimental	experimental	ADJ
gssr-621	478	8	techniques	technique	NOUN
gssr-621	478	9	for	for	ADP
gssr-621	478	10	kinetic	kinetic	ADJ
gssr-621	478	11	parameter	parameter	NOUN
gssr-621	478	12	estimation	estimation	NOUN
gssr-621	478	13	are	be	AUX
gssr-621	478	14	essential	essential	ADJ
gssr-621	478	15	for	for	ADP
gssr-621	478	16	obtaining	obtain	VERB
gssr-621	478	17	accurate	accurate	ADJ
gssr-621	478	18	and	and	CCONJ
gssr-621	478	19	reliable	reliable	ADJ
gssr-621	478	20	information	information	NOUN
gssr-621	478	21	about	about	ADP
gssr-621	478	22	the	the	DET
gssr-621	478	23	rate	rate	NOUN
gssr-621	478	24	constants	constant	NOUN
gssr-621	478	25	and	and	CCONJ
gssr-621	478	26	parameters	parameter	NOUN
gssr-621	478	27	that	that	PRON
gssr-621	478	28	govern	govern	VERB
gssr-621	478	29	chemical	chemical	NOUN
gssr-621	478	30	reaction	reaction	NOUN
gssr-621	478	31	kinetics	kinetic	NOUN
gssr-621	478	32	.	.	PUNCT
gssr-621	479	1	these	these	DET
gssr-621	479	2	techniques	technique	NOUN
gssr-621	479	3	involve	involve	VERB
gssr-621	479	4	conducting	conduct	VERB
gssr-621	479	5	experiments	experiment	NOUN
gssr-621	479	6	under	under	ADP
gssr-621	479	7	controlled	control	VERB
gssr-621	479	8	conditions	condition	NOUN
gssr-621	479	9	and	and	CCONJ
gssr-621	479	10	analyzing	analyze	VERB
gssr-621	479	11	the	the	DET
gssr-621	479	12	resulting	result	VERB
gssr-621	479	13	data	datum	NOUN
gssr-621	479	14	to	to	PART
gssr-621	479	15	determine	determine	VERB
gssr-621	479	16	the	the	DET
gssr-621	479	17	kinetic	kinetic	ADJ
gssr-621	479	18	parameters	parameter	NOUN
gssr-621	479	19	.	.	PUNCT
gssr-621	480	1	some	some	DET
gssr-621	480	2	experimental	experimental	ADJ
gssr-621	480	3	techniques	technique	NOUN
gssr-621	480	4	for	for	ADP
gssr-621	480	5	kinetic	kinetic	ADJ
gssr-621	480	6	parameter	parameter	NOUN
gssr-621	480	7	estimation	estimation	NOUN
gssr-621	480	8	are	be	AUX
gssr-621	480	9	(	(	PUNCT
gssr-621	480	10	shim	shim	NOUN
gssr-621	480	11	et	et	PROPN
gssr-621	480	12	al	al	PROPN
gssr-621	480	13	.	.	PROPN
gssr-621	480	14	,	,	PUNCT
gssr-621	480	15	2020	2020	NUM
gssr-621	480	16	;	;	PUNCT
gssr-621	480	17	yu	yu	PROPN
gssr-621	480	18	et	et	PROPN
gssr-621	480	19	al	al	PROPN
gssr-621	480	20	.	.	PROPN
gssr-621	480	21	,	,	PUNCT
gssr-621	480	22	2021	2021	NUM
gssr-621	480	23	):	):	PUNCT
gssr-621	480	24	a	a	X
gssr-621	480	25	)	)	PUNCT
gssr-621	480	26	method	method	NOUN
gssr-621	480	27	of	of	ADP
gssr-621	480	28	initial	initial	ADJ
gssr-621	480	29	rates	rate	NOUN
gssr-621	480	30	:	:	PUNCT
gssr-621	480	31	the	the	DET
gssr-621	480	32	method	method	NOUN
gssr-621	480	33	of	of	ADP
gssr-621	480	34	initial	initial	ADJ
gssr-621	480	35	rates	rate	NOUN
gssr-621	480	36	is	be	AUX
gssr-621	480	37	a	a	DET
gssr-621	480	38	widely	widely	ADV
gssr-621	480	39	used	use	VERB
gssr-621	480	40	technique	technique	NOUN
gssr-621	480	41	for	for	ADP
gssr-621	480	42	estimating	estimate	VERB
gssr-621	480	43	kinetic	kinetic	ADJ
gssr-621	480	44	parameters	parameter	NOUN
gssr-621	480	45	.	.	PUNCT
gssr-621	481	1	it	it	PRON
gssr-621	481	2	involves	involve	VERB
gssr-621	481	3	conducting	conduct	VERB
gssr-621	481	4	multiple	multiple	ADJ
gssr-621	481	5	reactions	reaction	NOUN
gssr-621	481	6	with	with	ADP
gssr-621	481	7	different	different	ADJ
gssr-621	481	8	initial	initial	ADJ
gssr-621	481	9	concentrations	concentration	NOUN
gssr-621	481	10	of	of	ADP
gssr-621	481	11	reactants	reactant	NOUN
gssr-621	481	12	and	and	CCONJ
gssr-621	481	13	measuring	measure	VERB
gssr-621	481	14	the	the	DET
gssr-621	481	15	reaction	reaction	NOUN
gssr-621	481	16	rates	rate	NOUN
gssr-621	481	17	at	at	ADP
gssr-621	481	18	the	the	DET
gssr-621	481	19	beginning	beginning	NOUN
gssr-621	481	20	of	of	ADP
gssr-621	481	21	each	each	DET
gssr-621	481	22	reaction	reaction	NOUN
gssr-621	481	23	.	.	PUNCT
gssr-621	482	1	by	by	ADP
gssr-621	482	2	analyzing	analyze	VERB
gssr-621	482	3	the	the	DET
gssr-621	482	4	data	datum	NOUN
gssr-621	482	5	,	,	PUNCT
gssr-621	482	6	such	such	ADJ
gssr-621	482	7	as	as	ADP
gssr-621	482	8	plotting	plot	VERB
gssr-621	482	9	the	the	DET
gssr-621	482	10	initial	initial	ADJ
gssr-621	482	11	rate	rate	NOUN
gssr-621	482	12	versus	versus	ADP
gssr-621	482	13	the	the	DET
gssr-621	482	14	initial	initial	ADJ
gssr-621	482	15	concentration	concentration	NOUN
gssr-621	482	16	,	,	PUNCT
gssr-621	482	17	the	the	DET
gssr-621	482	18	rate	rate	NOUN
gssr-621	482	19	constant	constant	ADJ
gssr-621	482	20	or	or	CCONJ
gssr-621	482	21	reaction	reaction	NOUN
gssr-621	482	22	order	order	NOUN
gssr-621	482	23	can	can	AUX
gssr-621	482	24	be	be	AUX
gssr-621	482	25	determined	determine	VERB
gssr-621	482	26	.	.	PUNCT
gssr-621	483	1	b	b	X
gssr-621	483	2	)	)	PUNCT
gssr-621	483	3	integrated	integrate	VERB
gssr-621	483	4	rate	rate	NOUN
gssr-621	483	5	laws	law	NOUN
gssr-621	483	6	:	:	PUNCT
gssr-621	483	7	integrated	integrate	VERB
gssr-621	483	8	rate	rate	NOUN
gssr-621	483	9	laws	law	NOUN
gssr-621	483	10	involve	involve	VERB
gssr-621	483	11	measuring	measure	VERB
gssr-621	483	12	the	the	DET
gssr-621	483	13	concentration	concentration	NOUN
gssr-621	483	14	of	of	ADP
gssr-621	483	15	reactants	reactant	NOUN
gssr-621	483	16	or	or	CCONJ
gssr-621	483	17	products	product	NOUN
gssr-621	483	18	at	at	ADP
gssr-621	483	19	different	different	ADJ
gssr-621	483	20	time	time	NOUN
gssr-621	483	21	intervals	interval	NOUN
gssr-621	483	22	during	during	ADP
gssr-621	483	23	a	a	DET
gssr-621	483	24	reaction	reaction	NOUN
gssr-621	483	25	.	.	PUNCT
gssr-621	484	1	by	by	ADP
gssr-621	484	2	integrating	integrate	VERB
gssr-621	484	3	the	the	DET
gssr-621	484	4	rate	rate	NOUN
gssr-621	484	5	laws	law	NOUN
gssr-621	484	6	for	for	ADP
gssr-621	484	7	different	different	ADJ
gssr-621	484	8	reaction	reaction	NOUN
gssr-621	484	9	orders	order	NOUN
gssr-621	484	10	or	or	CCONJ
gssr-621	484	11	rate	rate	NOUN
gssr-621	484	12	expressions	expression	NOUN
gssr-621	484	13	,	,	PUNCT
gssr-621	484	14	it	it	PRON
gssr-621	484	15	is	be	AUX
gssr-621	484	16	possible	possible	ADJ
gssr-621	484	17	to	to	PART
gssr-621	484	18	obtain	obtain	VERB
gssr-621	484	19	equations	equation	NOUN
gssr-621	484	20	that	that	PRON
gssr-621	484	21	relate	relate	VERB
gssr-621	484	22	the	the	DET
gssr-621	484	23	concentration	concentration	NOUN
gssr-621	484	24	of	of	ADP
gssr-621	484	25	reactants	reactant	NOUN
gssr-621	484	26	or	or	CCONJ
gssr-621	484	27	products	product	NOUN
gssr-621	484	28	to	to	ADP
gssr-621	484	29	time	time	NOUN
gssr-621	484	30	.	.	PUNCT
gssr-621	485	1	by	by	ADP
gssr-621	485	2	fitting	fit	VERB
gssr-621	485	3	these	these	DET
gssr-621	485	4	equations	equation	NOUN
gssr-621	485	5	to	to	ADP
gssr-621	485	6	experimental	experimental	ADJ
gssr-621	485	7	data	datum	NOUN
gssr-621	485	8	,	,	PUNCT
gssr-621	485	9	the	the	DET
gssr-621	485	10	rate	rate	NOUN
gssr-621	485	11	constant	constant	ADJ
gssr-621	485	12	and	and	CCONJ
gssr-621	485	13	reaction	reaction	NOUN
gssr-621	485	14	order	order	NOUN
gssr-621	485	15	can	can	AUX
gssr-621	485	16	be	be	AUX
gssr-621	485	17	estimated	estimate	VERB
gssr-621	485	18	.	.	PUNCT
gssr-621	486	1	c	c	X
gssr-621	486	2	)	)	PUNCT
gssr-621	486	3	differential	differential	ADJ
gssr-621	486	4	analysis	analysis	NOUN
gssr-621	486	5	(	(	PUNCT
gssr-621	486	6	onyelucheya	onyelucheya	PROPN
gssr-621	486	7	et	et	PROPN
gssr-621	486	8	al	al	PROPN
gssr-621	486	9	.	.	PROPN
gssr-621	486	10	,	,	PUNCT
gssr-621	486	11	2022	2022	NUM
gssr-621	486	12	):	):	PUNCT
gssr-621	486	13	differential	differential	ADJ
gssr-621	486	14	analysis	analysis	NOUN
gssr-621	486	15	involves	involve	VERB
gssr-621	486	16	measuring	measure	VERB
gssr-621	486	17	the	the	DET
gssr-621	486	18	change	change	NOUN
gssr-621	486	19	in	in	ADP
gssr-621	486	20	concentration	concentration	NOUN
gssr-621	486	21	of	of	ADP
gssr-621	486	22	reactants	reactant	NOUN
gssr-621	486	23	or	or	CCONJ
gssr-621	486	24	products	product	NOUN
gssr-621	486	25	over	over	ADP
gssr-621	486	26	time	time	NOUN
gssr-621	486	27	.	.	PUNCT
gssr-621	487	1	by	by	ADP
gssr-621	487	2	taking	take	VERB
gssr-621	487	3	the	the	DET
gssr-621	487	4	derivative	derivative	NOUN
gssr-621	487	5	of	of	ADP
gssr-621	487	6	the	the	DET
gssr-621	487	7	concentration	concentration	NOUN
gssr-621	487	8	-	-	PUNCT
gssr-621	487	9	time	time	NOUN
gssr-621	487	10	data	datum	NOUN
gssr-621	487	11	,	,	PUNCT
gssr-621	487	12	the	the	DET
gssr-621	487	13	reaction	reaction	NOUN
gssr-621	487	14	rate	rate	NOUN
gssr-621	487	15	can	can	AUX
gssr-621	487	16	be	be	AUX
gssr-621	487	17	determined	determine	VERB
gssr-621	487	18	.	.	PUNCT
gssr-621	488	1	differential	differential	ADJ
gssr-621	488	2	analysis	analysis	NOUN
gssr-621	488	3	is	be	AUX
gssr-621	488	4	particularly	particularly	ADV
gssr-621	488	5	useful	useful	ADJ
gssr-621	488	6	for	for	ADP
gssr-621	488	7	reactions	reaction	NOUN
gssr-621	488	8	with	with	ADP
gssr-621	488	9	complex	complex	ADJ
gssr-621	488	10	reaction	reaction	NOUN
gssr-621	488	11	mechanisms	mechanism	NOUN
gssr-621	488	12	or	or	CCONJ
gssr-621	488	13	when	when	SCONJ
gssr-621	488	14	the	the	DET
gssr-621	488	15	reaction	reaction	NOUN
gssr-621	488	16	rates	rate	NOUN
gssr-621	488	17	are	be	AUX
gssr-621	488	18	not	not	PART
gssr-621	488	19	constant	constant	ADJ
gssr-621	488	20	(	(	PUNCT
gssr-621	488	21	abril	abril	PROPN
gssr-621	488	22	-	-	PUNCT
gssr-621	488	23	gonzález	gonzález	PROPN
gssr-621	488	24	et	et	PROPN
gssr-621	488	25	al	al	PROPN
gssr-621	488	26	.	.	PROPN
gssr-621	488	27	,	,	PUNCT
gssr-621	488	28	2023	2023	NUM
gssr-621	488	29	;	;	PUNCT
gssr-621	488	30	salmi	salmi	PROPN
gssr-621	488	31	et	et	PROPN
gssr-621	488	32	al	al	PROPN
gssr-621	488	33	.	.	PROPN
gssr-621	488	34	,	,	PUNCT
gssr-621	488	35	2020	2020	NUM
gssr-621	488	36	)	)	PUNCT
gssr-621	488	37	.	.	PUNCT
gssr-621	489	1	d	d	X
gssr-621	489	2	)	)	PUNCT
gssr-621	489	3	temperature	temperature	NOUN
gssr-621	489	4	dependence	dependence	NOUN
gssr-621	489	5	:	:	PUNCT
gssr-621	489	6	the	the	DET
gssr-621	489	7	temperature	temperature	NOUN
gssr-621	489	8	dependence	dependence	NOUN
gssr-621	489	9	of	of	ADP
gssr-621	489	10	reaction	reaction	NOUN
gssr-621	489	11	rates	rate	NOUN
gssr-621	489	12	can	can	AUX
gssr-621	489	13	provide	provide	VERB
gssr-621	489	14	valuable	valuable	ADJ
gssr-621	489	15	information	information	NOUN
gssr-621	489	16	about	about	ADP
gssr-621	489	17	the	the	DET
gssr-621	489	18	activation	activation	NOUN
gssr-621	489	19	energy	energy	NOUN
gssr-621	489	20	and	and	CCONJ
gssr-621	489	21	temperature	temperature	NOUN
gssr-621	489	22	dependence	dependence	NOUN
gssr-621	489	23	of	of	ADP
gssr-621	489	24	rate	rate	NOUN
gssr-621	489	25	constants	constant	NOUN
gssr-621	489	26	.	.	PUNCT
gssr-621	490	1	by	by	ADP
gssr-621	490	2	conducting	conduct	VERB
gssr-621	490	3	reactions	reaction	NOUN
gssr-621	490	4	at	at	ADP
gssr-621	490	5	different	different	ADJ
gssr-621	490	6	temperatures	temperature	NOUN
gssr-621	490	7	and	and	CCONJ
gssr-621	490	8	analyzing	analyze	VERB
gssr-621	490	9	the	the	DET
gssr-621	490	10	resulting	result	VERB
gssr-621	490	11	data	datum	NOUN
gssr-621	490	12	,	,	PUNCT
gssr-621	490	13	the	the	DET
gssr-621	490	14	arrhenius	arrhenius	NOUN
gssr-621	490	15	equation	equation	NOUN
gssr-621	490	16	can	can	AUX
gssr-621	490	17	be	be	AUX
gssr-621	490	18	used	use	VERB
gssr-621	490	19	to	to	PART
gssr-621	490	20	estimate	estimate	VERB
gssr-621	490	21	the	the	DET
gssr-621	490	22	activation	activation	NOUN
gssr-621	490	23	energy	energy	NOUN
gssr-621	490	24	and	and	CCONJ
gssr-621	490	25	pre	pre	ADJ
gssr-621	490	26	-	-	ADJ
gssr-621	490	27	exponential	exponential	ADJ
gssr-621	490	28	factor	factor	NOUN
gssr-621	490	29	(	(	PUNCT
gssr-621	490	30	adeoye	adeoye	VERB
gssr-621	490	31	et	et	PROPN
gssr-621	490	32	al	al	PROPN
gssr-621	490	33	.	.	PROPN
gssr-621	490	34	,	,	PUNCT
gssr-621	490	35	2019	2019	NUM
gssr-621	490	36	;	;	PUNCT
gssr-621	490	37	p.	p.	PROPN
gssr-621	490	38	zhang	zhang	PROPN
gssr-621	490	39	&	&	CCONJ
gssr-621	490	40	sutheerawattananonda	sutheerawattananonda	PROPN
gssr-621	490	41	,	,	PUNCT
gssr-621	490	42	2020	2020	NUM
gssr-621	490	43	)	)	PUNCT
gssr-621	490	44	.	.	PUNCT
gssr-621	491	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	491	2	global	global	ADJ
gssr-621	491	3	sustainability	sustainability	NOUN
gssr-621	491	4	research	research	NOUN
gssr-621	491	5	global	global	ADJ
gssr-621	491	6	scientific	scientific	ADJ
gssr-621	491	7	research	research	NOUN
gssr-621	491	8	97	97	NUM
gssr-621	491	9	e	e	NOUN
gssr-621	491	10	)	)	PUNCT
gssr-621	491	11	in	in	ADP
gssr-621	491	12	situ	situ	ADJ
gssr-621	491	13	monitoring	monitoring	NOUN
gssr-621	491	14	:	:	PUNCT
gssr-621	491	15	in	in	ADP
gssr-621	491	16	situ	situ	ADJ
gssr-621	491	17	monitoring	monitoring	NOUN
gssr-621	491	18	techniques	technique	NOUN
gssr-621	491	19	involve	involve	VERB
gssr-621	491	20	measuring	measure	VERB
gssr-621	491	21	the	the	DET
gssr-621	491	22	concentration	concentration	NOUN
gssr-621	491	23	of	of	ADP
gssr-621	491	24	reactants	reactant	NOUN
gssr-621	491	25	or	or	CCONJ
gssr-621	491	26	products	product	NOUN
gssr-621	491	27	during	during	ADP
gssr-621	491	28	the	the	DET
gssr-621	491	29	course	course	NOUN
gssr-621	491	30	of	of	ADP
gssr-621	491	31	the	the	DET
gssr-621	491	32	reaction	reaction	NOUN
gssr-621	491	33	without	without	ADP
gssr-621	491	34	the	the	DET
gssr-621	491	35	need	need	NOUN
gssr-621	491	36	for	for	ADP
gssr-621	491	37	sample	sample	NOUN
gssr-621	491	38	removal	removal	NOUN
gssr-621	491	39	.	.	PUNCT
gssr-621	492	1	techniques	technique	NOUN
gssr-621	492	2	such	such	ADJ
gssr-621	492	3	as	as	ADP
gssr-621	492	4	spectroscopy	spectroscopy	NOUN
gssr-621	492	5	,	,	PUNCT
gssr-621	492	6	chromatography	chromatography	NOUN
gssr-621	492	7	,	,	PUNCT
gssr-621	492	8	and	and	CCONJ
gssr-621	492	9	mass	mass	ADJ
gssr-621	492	10	spectrometry	spectrometry	NOUN
gssr-621	492	11	can	can	AUX
gssr-621	492	12	be	be	AUX
gssr-621	492	13	employed	employ	VERB
gssr-621	492	14	to	to	PART
gssr-621	492	15	monitor	monitor	VERB
gssr-621	492	16	the	the	DET
gssr-621	492	17	reaction	reaction	NOUN
gssr-621	492	18	progress	progress	NOUN
gssr-621	492	19	in	in	ADP
gssr-621	492	20	real	real	ADJ
gssr-621	492	21	-	-	PUNCT
gssr-621	492	22	time	time	NOUN
gssr-621	492	23	.	.	PUNCT
gssr-621	493	1	in	in	ADP
gssr-621	493	2	situ	situ	ADJ
gssr-621	493	3	monitoring	monitoring	NOUN
gssr-621	493	4	allows	allow	VERB
gssr-621	493	5	for	for	ADP
gssr-621	493	6	continuous	continuous	ADJ
gssr-621	493	7	data	datum	NOUN
gssr-621	493	8	acquisition	acquisition	NOUN
gssr-621	493	9	and	and	CCONJ
gssr-621	493	10	can	can	AUX
gssr-621	493	11	provide	provide	VERB
gssr-621	493	12	insights	insight	NOUN
gssr-621	493	13	into	into	ADP
gssr-621	493	14	reaction	reaction	NOUN
gssr-621	493	15	kinetics	kinetic	NOUN
gssr-621	493	16	and	and	CCONJ
gssr-621	493	17	mechanisms	mechanism	NOUN
gssr-621	493	18	.	.	PUNCT
gssr-621	494	1	f	f	X
gssr-621	494	2	)	)	PUNCT
gssr-621	494	3	isotope	isotope	NOUN
gssr-621	494	4	labeling	labeling	NOUN
gssr-621	494	5	:	:	PUNCT
gssr-621	494	6	isotope	isotope	NOUN
gssr-621	494	7	labeling	labeling	NOUN
gssr-621	494	8	techniques	technique	NOUN
gssr-621	494	9	involve	involve	VERB
gssr-621	494	10	introducing	introduce	VERB
gssr-621	494	11	isotopically	isotopically	ADV
gssr-621	494	12	labeled	label	VERB
gssr-621	494	13	compounds	compound	NOUN
gssr-621	494	14	into	into	ADP
gssr-621	494	15	the	the	DET
gssr-621	494	16	reaction	reaction	NOUN
gssr-621	494	17	system	system	NOUN
gssr-621	494	18	.	.	PUNCT
gssr-621	495	1	by	by	ADP
gssr-621	495	2	monitoring	monitor	VERB
gssr-621	495	3	the	the	DET
gssr-621	495	4	incorporation	incorporation	NOUN
gssr-621	495	5	of	of	ADP
gssr-621	495	6	isotopes	isotope	NOUN
gssr-621	495	7	into	into	ADP
gssr-621	495	8	reaction	reaction	NOUN
gssr-621	495	9	products	product	NOUN
gssr-621	495	10	or	or	CCONJ
gssr-621	495	11	following	follow	VERB
gssr-621	495	12	the	the	DET
gssr-621	495	13	isotopic	isotopic	ADJ
gssr-621	495	14	exchange	exchange	NOUN
gssr-621	495	15	between	between	ADP
gssr-621	495	16	reactants	reactant	NOUN
gssr-621	495	17	and	and	CCONJ
gssr-621	495	18	products	product	NOUN
gssr-621	495	19	,	,	PUNCT
gssr-621	495	20	information	information	NOUN
gssr-621	495	21	about	about	ADP
gssr-621	495	22	reaction	reaction	NOUN
gssr-621	495	23	pathways	pathway	NOUN
gssr-621	495	24	,	,	PUNCT
gssr-621	495	25	intermediate	intermediate	ADJ
gssr-621	495	26	species	specie	NOUN
gssr-621	495	27	,	,	PUNCT
gssr-621	495	28	and	and	CCONJ
gssr-621	495	29	rate	rate	NOUN
gssr-621	495	30	constants	constant	NOUN
gssr-621	495	31	can	can	AUX
gssr-621	495	32	be	be	AUX
gssr-621	495	33	obtained	obtain	VERB
gssr-621	495	34	.	.	PUNCT
gssr-621	496	1	g	g	NOUN
gssr-621	496	2	)	)	PUNCT
gssr-621	496	3	design	design	NOUN
gssr-621	496	4	of	of	ADP
gssr-621	496	5	experiments	experiment	NOUN
gssr-621	496	6	(	(	PUNCT
gssr-621	496	7	doe	doe	NOUN
gssr-621	496	8	):	):	PUNCT
gssr-621	496	9	doe	doe	NOUN
gssr-621	496	10	techniques	technique	NOUN
gssr-621	496	11	involve	involve	VERB
gssr-621	496	12	systematically	systematically	ADV
gssr-621	496	13	varying	vary	VERB
gssr-621	496	14	reaction	reaction	NOUN
gssr-621	496	15	conditions	condition	NOUN
gssr-621	496	16	,	,	PUNCT
gssr-621	496	17	such	such	ADJ
gssr-621	496	18	as	as	ADP
gssr-621	496	19	temperature	temperature	NOUN
gssr-621	496	20	,	,	PUNCT
gssr-621	496	21	concentration	concentration	NOUN
gssr-621	496	22	,	,	PUNCT
gssr-621	496	23	and	and	CCONJ
gssr-621	496	24	catalyst	catalyst	NOUN
gssr-621	496	25	loading	loading	NOUN
gssr-621	496	26	,	,	PUNCT
gssr-621	496	27	to	to	PART
gssr-621	496	28	obtain	obtain	VERB
gssr-621	496	29	a	a	DET
gssr-621	496	30	comprehensive	comprehensive	ADJ
gssr-621	496	31	set	set	NOUN
gssr-621	496	32	of	of	ADP
gssr-621	496	33	data	datum	NOUN
gssr-621	496	34	for	for	ADP
gssr-621	496	35	kinetic	kinetic	ADJ
gssr-621	496	36	parameter	parameter	NOUN
gssr-621	496	37	estimation	estimation	NOUN
gssr-621	496	38	.	.	PUNCT
gssr-621	497	1	statistical	statistical	ADJ
gssr-621	497	2	analysis	analysis	NOUN
gssr-621	497	3	methods	method	NOUN
gssr-621	497	4	,	,	PUNCT
gssr-621	497	5	such	such	ADJ
gssr-621	497	6	as	as	ADP
gssr-621	497	7	response	response	NOUN
gssr-621	497	8	surface	surface	NOUN
gssr-621	497	9	methodology	methodology	NOUN
gssr-621	497	10	and	and	CCONJ
gssr-621	497	11	factorial	factorial	NOUN
gssr-621	497	12	designs	design	NOUN
gssr-621	497	13	,	,	PUNCT
gssr-621	497	14	can	can	AUX
gssr-621	497	15	be	be	AUX
gssr-621	497	16	used	use	VERB
gssr-621	497	17	to	to	PART
gssr-621	497	18	analyze	analyze	VERB
gssr-621	497	19	the	the	DET
gssr-621	497	20	data	datum	NOUN
gssr-621	497	21	and	and	CCONJ
gssr-621	497	22	estimate	estimate	VERB
gssr-621	497	23	the	the	DET
gssr-621	497	24	kinetic	kinetic	ADJ
gssr-621	497	25	parameters	parameter	NOUN
gssr-621	497	26	.	.	PUNCT
gssr-621	498	1	h	h	X
gssr-621	498	2	)	)	PUNCT
gssr-621	498	3	model	model	NOUN
gssr-621	498	4	fitting	fitting	NOUN
gssr-621	498	5	and	and	CCONJ
gssr-621	498	6	simulation	simulation	NOUN
gssr-621	498	7	:	:	PUNCT
gssr-621	498	8	mathematical	mathematical	ADJ
gssr-621	498	9	modeling	modeling	NOUN
gssr-621	498	10	and	and	CCONJ
gssr-621	498	11	simulation	simulation	NOUN
gssr-621	498	12	techniques	technique	NOUN
gssr-621	498	13	can	can	AUX
gssr-621	498	14	be	be	AUX
gssr-621	498	15	employed	employ	VERB
gssr-621	498	16	to	to	PART
gssr-621	498	17	fit	fit	VERB
gssr-621	498	18	experimental	experimental	ADJ
gssr-621	498	19	data	datum	NOUN
gssr-621	498	20	to	to	ADP
gssr-621	498	21	kinetic	kinetic	ADJ
gssr-621	498	22	models	model	NOUN
gssr-621	498	23	.	.	PUNCT
gssr-621	499	1	software	software	NOUN
gssr-621	499	2	tools	tool	NOUN
gssr-621	499	3	and	and	CCONJ
gssr-621	499	4	optimization	optimization	NOUN
gssr-621	499	5	algorithms	algorithm	NOUN
gssr-621	499	6	can	can	AUX
gssr-621	499	7	assist	assist	VERB
gssr-621	499	8	in	in	ADP
gssr-621	499	9	finding	find	VERB
gssr-621	499	10	the	the	DET
gssr-621	499	11	best	good	ADJ
gssr-621	499	12	-	-	PUNCT
gssr-621	499	13	fit	fit	ADJ
gssr-621	499	14	parameters	parameter	NOUN
gssr-621	499	15	by	by	ADP
gssr-621	499	16	minimizing	minimize	VERB
gssr-621	499	17	the	the	DET
gssr-621	499	18	difference	difference	NOUN
gssr-621	499	19	between	between	ADP
gssr-621	499	20	the	the	DET
gssr-621	499	21	experimental	experimental	ADJ
gssr-621	499	22	data	datum	NOUN
gssr-621	499	23	and	and	CCONJ
gssr-621	499	24	model	model	NOUN
gssr-621	499	25	predictions	prediction	NOUN
gssr-621	499	26	.	.	PUNCT
gssr-621	500	1	it	it	PRON
gssr-621	500	2	is	be	AUX
gssr-621	500	3	important	important	ADJ
gssr-621	500	4	to	to	PART
gssr-621	500	5	note	note	VERB
gssr-621	500	6	that	that	SCONJ
gssr-621	500	7	the	the	DET
gssr-621	500	8	choice	choice	NOUN
gssr-621	500	9	of	of	ADP
gssr-621	500	10	experimental	experimental	ADJ
gssr-621	500	11	technique	technique	NOUN
gssr-621	500	12	depends	depend	VERB
gssr-621	500	13	on	on	ADP
gssr-621	500	14	the	the	DET
gssr-621	500	15	specific	specific	ADJ
gssr-621	500	16	reaction	reaction	NOUN
gssr-621	500	17	system	system	NOUN
gssr-621	500	18	,	,	PUNCT
gssr-621	500	19	available	available	ADJ
gssr-621	500	20	resources	resource	NOUN
gssr-621	500	21	,	,	PUNCT
gssr-621	500	22	and	and	CCONJ
gssr-621	500	23	the	the	DET
gssr-621	500	24	desired	desire	VERB
gssr-621	500	25	level	level	NOUN
gssr-621	500	26	of	of	ADP
gssr-621	500	27	accuracy	accuracy	NOUN
gssr-621	500	28	.	.	PUNCT
gssr-621	501	1	often	often	ADV
gssr-621	501	2	,	,	PUNCT
gssr-621	501	3	a	a	DET
gssr-621	501	4	combination	combination	NOUN
gssr-621	501	5	of	of	ADP
gssr-621	501	6	different	different	ADJ
gssr-621	501	7	techniques	technique	NOUN
gssr-621	501	8	is	be	AUX
gssr-621	501	9	used	use	VERB
gssr-621	501	10	to	to	PART
gssr-621	501	11	obtain	obtain	VERB
gssr-621	501	12	a	a	DET
gssr-621	501	13	comprehensive	comprehensive	ADJ
gssr-621	501	14	understanding	understanding	NOUN
gssr-621	501	15	of	of	ADP
gssr-621	501	16	reaction	reaction	NOUN
gssr-621	501	17	kinetics	kinetic	NOUN
gssr-621	501	18	and	and	CCONJ
gssr-621	501	19	estimate	estimate	VERB
gssr-621	501	20	the	the	DET
gssr-621	501	21	kinetic	kinetic	ADJ
gssr-621	501	22	parameters	parameter	NOUN
gssr-621	501	23	with	with	ADP
gssr-621	501	24	greater	great	ADJ
gssr-621	501	25	confidence	confidence	NOUN
gssr-621	501	26	.	.	PUNCT
gssr-621	502	1	optimization	optimization	NOUN
gssr-621	502	2	strategies	strategy	NOUN
gssr-621	502	3	for	for	ADP
gssr-621	502	4	glucose	glucose	NOUN
gssr-621	502	5	production	production	NOUN
gssr-621	502	6	optimization	optimization	NOUN
gssr-621	502	7	strategies	strategy	NOUN
gssr-621	502	8	for	for	ADP
gssr-621	502	9	glucose	glucose	NOUN
gssr-621	502	10	production	production	NOUN
gssr-621	502	11	involve	involve	VERB
gssr-621	502	12	maximizing	maximize	VERB
gssr-621	502	13	the	the	DET
gssr-621	502	14	yield	yield	NOUN
gssr-621	502	15	,	,	PUNCT
gssr-621	502	16	conversion	conversion	NOUN
gssr-621	502	17	efficiency	efficiency	NOUN
gssr-621	502	18	,	,	PUNCT
gssr-621	502	19	and	and	CCONJ
gssr-621	502	20	productivity	productivity	NOUN
gssr-621	502	21	of	of	ADP
gssr-621	502	22	glucose	glucose	NOUN
gssr-621	502	23	production	production	NOUN
gssr-621	502	24	processes	process	NOUN
gssr-621	502	25	.	.	PUNCT
gssr-621	503	1	these	these	DET
gssr-621	503	2	strategies	strategy	NOUN
gssr-621	503	3	aim	aim	VERB
gssr-621	503	4	to	to	PART
gssr-621	503	5	optimize	optimize	VERB
gssr-621	503	6	various	various	ADJ
gssr-621	503	7	aspects	aspect	NOUN
gssr-621	503	8	of	of	ADP
gssr-621	503	9	the	the	DET
gssr-621	503	10	process	process	NOUN
gssr-621	503	11	,	,	PUNCT
gssr-621	503	12	such	such	ADJ
gssr-621	503	13	as	as	ADP
gssr-621	503	14	reaction	reaction	NOUN
gssr-621	503	15	conditions	condition	NOUN
gssr-621	503	16	,	,	PUNCT
gssr-621	503	17	process	process	NOUN
gssr-621	503	18	parameters	parameter	NOUN
gssr-621	503	19	,	,	PUNCT
gssr-621	503	20	and	and	CCONJ
gssr-621	503	21	feedstock	feedstock	NOUN
gssr-621	503	22	selection	selection	NOUN
gssr-621	503	23	,	,	PUNCT
gssr-621	503	24	to	to	PART
gssr-621	503	25	enhance	enhance	VERB
gssr-621	503	26	the	the	DET
gssr-621	503	27	overall	overall	ADJ
gssr-621	503	28	performance	performance	NOUN
gssr-621	503	29	and	and	CCONJ
gssr-621	503	30	economic	economic	ADJ
gssr-621	503	31	viability	viability	NOUN
gssr-621	503	32	(	(	PUNCT
gssr-621	503	33	foust	foust	NOUN
gssr-621	503	34	et	et	PROPN
gssr-621	503	35	al	al	PROPN
gssr-621	503	36	.	.	PROPN
gssr-621	503	37	,	,	PUNCT
gssr-621	503	38	2020	2020	NUM
gssr-621	503	39	;	;	PUNCT
gssr-621	503	40	sant	sant	PROPN
gssr-621	503	41	et	et	PROPN
gssr-621	503	42	al	al	PROPN
gssr-621	503	43	.	.	PROPN
gssr-621	503	44	,	,	PUNCT
gssr-621	503	45	2021	2021	NUM
gssr-621	503	46	)	)	PUNCT
gssr-621	503	47	.	.	PUNCT
gssr-621	504	1	table	table	NOUN
gssr-621	504	2	2	2	NUM
gssr-621	504	3	shows	show	VERB
gssr-621	504	4	some	some	DET
gssr-621	504	5	commonly	commonly	ADV
gssr-621	504	6	employed	employ	VERB
gssr-621	504	7	optimization	optimization	NOUN
gssr-621	504	8	strategies	strategy	NOUN
gssr-621	504	9	for	for	ADP
gssr-621	504	10	glucose	glucose	NOUN
gssr-621	504	11	production	production	NOUN
gssr-621	504	12	.	.	PUNCT
gssr-621	505	1	table	table	NOUN
gssr-621	505	2	2	2	NUM
gssr-621	505	3	:	:	PUNCT
gssr-621	505	4	common	common	ADJ
gssr-621	505	5	optimization	optimization	NOUN
gssr-621	505	6	strategy	strategy	NOUN
gssr-621	505	7	and	and	CCONJ
gssr-621	505	8	their	their	PRON
gssr-621	505	9	significance	significance	NOUN
gssr-621	505	10	(	(	PUNCT
gssr-621	505	11	elalami	elalami	VERB
gssr-621	505	12	et	et	PROPN
gssr-621	505	13	al	al	PROPN
gssr-621	505	14	.	.	PROPN
gssr-621	505	15	,	,	PUNCT
gssr-621	505	16	2022	2022	NUM
gssr-621	505	17	;	;	PUNCT
gssr-621	505	18	moreira	moreira	PROPN
gssr-621	505	19	et	et	PROPN
gssr-621	505	20	al	al	PROPN
gssr-621	505	21	.	.	PROPN
gssr-621	505	22	,	,	PUNCT
gssr-621	505	23	2019	2019	NUM
gssr-621	505	24	)	)	PUNCT
gssr-621	506	1	s	s	X
gssr-621	506	2	/	/	SYM
gssr-621	506	3	no	no	DET
gssr-621	506	4	optimization	optimization	NOUN
gssr-621	506	5	strategy	strategy	NOUN
gssr-621	506	6	description	description	NOUN
gssr-621	506	7	1	1	NUM
gssr-621	506	8	.	.	PUNCT
gssr-621	507	1	reaction	reaction	NOUN
gssr-621	507	2	and	and	CCONJ
gssr-621	507	3	process	process	NOUN
gssr-621	507	4	optimization	optimization	NOUN
gssr-621	507	5	optimizing	optimize	VERB
gssr-621	507	6	the	the	DET
gssr-621	507	7	reaction	reaction	NOUN
gssr-621	507	8	conditions	condition	NOUN
gssr-621	507	9	is	be	AUX
gssr-621	507	10	crucial	crucial	ADJ
gssr-621	507	11	for	for	ADP
gssr-621	507	12	maximizing	maximize	VERB
gssr-621	507	13	glucose	glucose	NOUN
gssr-621	507	14	production	production	NOUN
gssr-621	507	15	.	.	PUNCT
gssr-621	508	1	this	this	PRON
gssr-621	508	2	includes	include	VERB
gssr-621	508	3	optimizing	optimize	VERB
gssr-621	508	4	parameters	parameter	NOUN
gssr-621	508	5	such	such	ADJ
gssr-621	508	6	as	as	ADP
gssr-621	508	7	temperature	temperature	NOUN
gssr-621	508	8	,	,	PUNCT
gssr-621	508	9	ph	ph	ADJ
gssr-621	508	10	,	,	PUNCT
gssr-621	508	11	reaction	reaction	NOUN
gssr-621	508	12	time	time	NOUN
gssr-621	508	13	,	,	PUNCT
gssr-621	508	14	enzyme	enzyme	NOUN
gssr-621	508	15	or	or	CCONJ
gssr-621	508	16	catalyst	catalyst	NOUN
gssr-621	508	17	concentration	concentration	NOUN
gssr-621	508	18	,	,	PUNCT
gssr-621	508	19	and	and	CCONJ
gssr-621	508	20	agitation	agitation	NOUN
gssr-621	508	21	speed	speed	NOUN
gssr-621	508	22	.	.	PUNCT
gssr-621	509	1	by	by	ADP
gssr-621	509	2	systematically	systematically	ADV
gssr-621	509	3	varying	vary	VERB
gssr-621	509	4	these	these	DET
gssr-621	509	5	parameters	parameter	NOUN
gssr-621	509	6	and	and	CCONJ
gssr-621	509	7	analyzing	analyze	VERB
gssr-621	509	8	their	their	PRON
gssr-621	509	9	impact	impact	NOUN
gssr-621	509	10	on	on	ADP
gssr-621	509	11	glucose	glucose	NOUN
gssr-621	509	12	yield	yield	NOUN
gssr-621	509	13	and	and	CCONJ
gssr-621	509	14	conversion	conversion	NOUN
gssr-621	509	15	,	,	PUNCT
gssr-621	509	16	the	the	DET
gssr-621	509	17	optimal	optimal	ADJ
gssr-621	509	18	reaction	reaction	NOUN
gssr-621	509	19	conditions	condition	NOUN
gssr-621	509	20	can	can	AUX
gssr-621	509	21	be	be	AUX
gssr-621	509	22	determined	determine	VERB
gssr-621	509	23	2	2	NUM
gssr-621	509	24	.	.	PUNCT
gssr-621	509	25	feedstock	feedstock	NOUN
gssr-621	509	26	selection	selection	NOUN
gssr-621	509	27	and	and	CCONJ
gssr-621	509	28	pretreatment	pretreatment	NOUN
gssr-621	509	29	the	the	DET
gssr-621	509	30	choice	choice	NOUN
gssr-621	509	31	of	of	ADP
gssr-621	509	32	feedstock	feedstock	NOUN
gssr-621	509	33	plays	play	VERB
gssr-621	509	34	a	a	DET
gssr-621	509	35	significant	significant	ADJ
gssr-621	509	36	role	role	NOUN
gssr-621	509	37	in	in	ADP
gssr-621	509	38	glucose	glucose	NOUN
gssr-621	509	39	production	production	NOUN
gssr-621	509	40	.	.	PUNCT
gssr-621	510	1	different	different	ADJ
gssr-621	510	2	feedstocks	feedstock	NOUN
gssr-621	510	3	,	,	PUNCT
gssr-621	510	4	such	such	ADJ
gssr-621	510	5	as	as	ADP
gssr-621	510	6	agricultural	agricultural	ADJ
gssr-621	510	7	residues	residue	NOUN
gssr-621	510	8	,	,	PUNCT
gssr-621	510	9	forest	forest	NOUN
gssr-621	510	10	biomass	biomass	NOUN
gssr-621	510	11	,	,	PUNCT
gssr-621	510	12	or	or	CCONJ
gssr-621	510	13	algal	algal	ADJ
gssr-621	510	14	biomass	biomass	NOUN
gssr-621	510	15	(	(	PUNCT
gssr-621	510	16	andreeva	andreeva	VERB
gssr-621	510	17	et	et	PROPN
gssr-621	510	18	al	al	PROPN
gssr-621	510	19	.	.	PROPN
gssr-621	510	20	,	,	PUNCT
gssr-621	510	21	2021	2021	NUM
gssr-621	510	22	)	)	PUNCT
gssr-621	510	23	,	,	PUNCT
gssr-621	510	24	have	have	VERB
gssr-621	510	25	different	different	ADJ
gssr-621	510	26	compositions	composition	NOUN
gssr-621	510	27	and	and	CCONJ
gssr-621	510	28	properties	property	NOUN
gssr-621	510	29	that	that	PRON
gssr-621	510	30	affect	affect	VERB
gssr-621	510	31	their	their	PRON
gssr-621	510	32	enzymatic	enzymatic	ADJ
gssr-621	510	33	or	or	CCONJ
gssr-621	510	34	chemical	chemical	NOUN
gssr-621	510	35	conversion	conversion	NOUN
gssr-621	510	36	to	to	ADP
gssr-621	510	37	glucose	glucose	NOUN
gssr-621	510	38	.	.	PUNCT
gssr-621	511	1	optimizing	optimize	VERB
gssr-621	511	2	feedstock	feedstock	NOUN
gssr-621	511	3	selection	selection	NOUN
gssr-621	511	4	involves	involve	VERB
gssr-621	511	5	considering	consider	VERB
gssr-621	511	6	factors	factor	NOUN
gssr-621	511	7	such	such	ADJ
gssr-621	511	8	as	as	ADP
gssr-621	511	9	availability	availability	NOUN
gssr-621	511	10	,	,	PUNCT
gssr-621	511	11	cost	cost	NOUN
gssr-621	511	12	,	,	PUNCT
gssr-621	511	13	composition	composition	NOUN
gssr-621	511	14	,	,	PUNCT
gssr-621	511	15	and	and	CCONJ
gssr-621	511	16	ease	ease	NOUN
gssr-621	511	17	of	of	ADP
gssr-621	511	18	pretreatment	pretreatment	NOUN
gssr-621	511	19	to	to	PART
gssr-621	511	20	enhance	enhance	VERB
gssr-621	511	21	glucose	glucose	NOUN
gssr-621	511	22	yield	yield	NOUN
gssr-621	511	23	and	and	CCONJ
gssr-621	511	24	minimize	minimize	VERB
gssr-621	511	25	production	production	NOUN
gssr-621	511	26	costs	cost	NOUN
gssr-621	511	27	.	.	PUNCT
gssr-621	512	1	3	3	X
gssr-621	512	2	.	.	X
gssr-621	512	3	pretreatment	pretreatment	NOUN
gssr-621	512	4	optimization	optimization	NOUN
gssr-621	512	5	pretreatment	pretreatment	NOUN
gssr-621	512	6	of	of	ADP
gssr-621	512	7	feedstock	feedstock	NOUN
gssr-621	512	8	is	be	AUX
gssr-621	512	9	often	often	ADV
gssr-621	512	10	necessary	necessary	ADJ
gssr-621	512	11	to	to	PART
gssr-621	512	12	enhance	enhance	VERB
gssr-621	512	13	the	the	DET
gssr-621	512	14	accessibility	accessibility	NOUN
gssr-621	512	15	of	of	ADP
gssr-621	512	16	polysaccharides	polysaccharide	NOUN
gssr-621	512	17	,	,	PUNCT
gssr-621	512	18	such	such	ADJ
gssr-621	512	19	as	as	ADP
gssr-621	512	20	cellulose	cellulose	NOUN
gssr-621	512	21	or	or	CCONJ
gssr-621	512	22	hemicellulose	hemicellulose	NOUN
gssr-621	512	23	,	,	PUNCT
gssr-621	512	24	to	to	PART
gssr-621	512	25	enzymatic	enzymatic	VERB
gssr-621	512	26	or	or	CCONJ
gssr-621	512	27	acid	acid	ADJ
gssr-621	512	28	hydrolysis	hydrolysis	NOUN
gssr-621	512	29	.	.	PUNCT
gssr-621	513	1	optimization	optimization	NOUN
gssr-621	513	2	of	of	ADP
gssr-621	513	3	pretreatment	pretreatment	NOUN
gssr-621	513	4	conditions	condition	NOUN
gssr-621	513	5	,	,	PUNCT
gssr-621	513	6	such	such	ADJ
gssr-621	513	7	as	as	ADP
gssr-621	513	8	temperature	temperature	NOUN
gssr-621	513	9	,	,	PUNCT
gssr-621	513	10	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	513	11	global	global	ADJ
gssr-621	513	12	sustainability	sustainability	NOUN
gssr-621	513	13	research	research	NOUN
gssr-621	513	14	global	global	ADJ
gssr-621	513	15	scientific	scientific	ADJ
gssr-621	513	16	research	research	NOUN
gssr-621	513	17	98	98	NUM
gssr-621	513	18	pressure	pressure	NOUN
gssr-621	513	19	,	,	PUNCT
gssr-621	513	20	residence	residence	NOUN
gssr-621	513	21	time	time	NOUN
gssr-621	513	22	,	,	PUNCT
gssr-621	513	23	and	and	CCONJ
gssr-621	513	24	the	the	DET
gssr-621	513	25	use	use	NOUN
gssr-621	513	26	of	of	ADP
gssr-621	513	27	specific	specific	ADJ
gssr-621	513	28	pretreatment	pretreatment	NOUN
gssr-621	513	29	agents	agent	NOUN
gssr-621	513	30	,	,	PUNCT
gssr-621	513	31	can	can	AUX
gssr-621	513	32	significantly	significantly	ADV
gssr-621	513	33	improve	improve	VERB
gssr-621	513	34	the	the	DET
gssr-621	513	35	efficiency	efficiency	NOUN
gssr-621	513	36	of	of	ADP
gssr-621	513	37	glucose	glucose	NOUN
gssr-621	513	38	release	release	NOUN
gssr-621	513	39	from	from	ADP
gssr-621	513	40	feedstock	feedstock	NOUN
gssr-621	513	41	.	.	PUNCT
gssr-621	514	1	4	4	X
gssr-621	514	2	.	.	X
gssr-621	514	3	enzyme	enzyme	NOUN
gssr-621	514	4	and	and	CCONJ
gssr-621	514	5	catalyst	catalyst	NOUN
gssr-621	514	6	optimization	optimization	NOUN
gssr-621	514	7	when	when	SCONJ
gssr-621	514	8	enzymatic	enzymatic	ADJ
gssr-621	514	9	or	or	CCONJ
gssr-621	514	10	acid	acid	NOUN
gssr-621	514	11	hydrolysis	hydrolysis	NOUN
gssr-621	514	12	is	be	AUX
gssr-621	514	13	employed	employ	VERB
gssr-621	514	14	for	for	ADP
gssr-621	514	15	glucose	glucose	NOUN
gssr-621	514	16	production	production	NOUN
gssr-621	514	17	,	,	PUNCT
gssr-621	514	18	optimizing	optimize	VERB
gssr-621	514	19	the	the	DET
gssr-621	514	20	choice	choice	NOUN
gssr-621	514	21	and	and	CCONJ
gssr-621	514	22	concentration	concentration	NOUN
gssr-621	514	23	of	of	ADP
gssr-621	514	24	enzymes	enzyme	NOUN
gssr-621	514	25	or	or	CCONJ
gssr-621	514	26	catalysts	catalyst	NOUN
gssr-621	514	27	is	be	AUX
gssr-621	514	28	essential	essential	ADJ
gssr-621	514	29	.	.	PUNCT
gssr-621	515	1	this	this	PRON
gssr-621	515	2	includes	include	VERB
gssr-621	515	3	selecting	select	VERB
gssr-621	515	4	enzymes	enzyme	NOUN
gssr-621	515	5	with	with	ADP
gssr-621	515	6	high	high	ADJ
gssr-621	515	7	activity	activity	NOUN
gssr-621	515	8	and	and	CCONJ
gssr-621	515	9	specificity	specificity	NOUN
gssr-621	515	10	,	,	PUNCT
gssr-621	515	11	optimizing	optimize	VERB
gssr-621	515	12	their	their	PRON
gssr-621	515	13	dosage	dosage	NOUN
gssr-621	515	14	,	,	PUNCT
gssr-621	515	15	and	and	CCONJ
gssr-621	515	16	considering	consider	VERB
gssr-621	515	17	the	the	DET
gssr-621	515	18	use	use	NOUN
gssr-621	515	19	of	of	ADP
gssr-621	515	20	enzyme	enzyme	NOUN
gssr-621	515	21	cocktails	cocktail	NOUN
gssr-621	515	22	or	or	CCONJ
gssr-621	515	23	synergistic	synergistic	ADJ
gssr-621	515	24	combinations	combination	NOUN
gssr-621	515	25	to	to	PART
gssr-621	515	26	improve	improve	VERB
gssr-621	515	27	glucose	glucose	NOUN
gssr-621	515	28	release	release	NOUN
gssr-621	515	29	and	and	CCONJ
gssr-621	515	30	minimize	minimize	VERB
gssr-621	515	31	enzyme	enzyme	NOUN
gssr-621	515	32	costs	cost	NOUN
gssr-621	515	33	.	.	PUNCT
gssr-621	516	1	5	5	X
gssr-621	516	2	.	.	NOUN
gssr-621	516	3	process	process	NOUN
gssr-621	516	4	integration	integration	NOUN
gssr-621	516	5	and	and	CCONJ
gssr-621	516	6	scale	scale	NOUN
gssr-621	516	7	-	-	PUNCT
gssr-621	516	8	up	up	NOUN
gssr-621	516	9	optimizing	optimize	VERB
gssr-621	516	10	the	the	DET
gssr-621	516	11	integration	integration	NOUN
gssr-621	516	12	of	of	ADP
gssr-621	516	13	different	different	ADJ
gssr-621	516	14	process	process	NOUN
gssr-621	516	15	steps	step	NOUN
gssr-621	516	16	and	and	CCONJ
gssr-621	516	17	optimizing	optimize	VERB
gssr-621	516	18	the	the	DET
gssr-621	516	19	scale	scale	NOUN
gssr-621	516	20	-	-	PUNCT
gssr-621	516	21	up	up	NOUN
gssr-621	516	22	of	of	ADP
gssr-621	516	23	glucose	glucose	NOUN
gssr-621	516	24	production	production	NOUN
gssr-621	516	25	processes	process	NOUN
gssr-621	516	26	are	be	AUX
gssr-621	516	27	critical	critical	ADJ
gssr-621	516	28	for	for	ADP
gssr-621	516	29	commercial	commercial	ADJ
gssr-621	516	30	viability	viability	NOUN
gssr-621	516	31	.	.	PUNCT
gssr-621	517	1	process	process	NOUN
gssr-621	517	2	integration	integration	NOUN
gssr-621	517	3	involves	involve	VERB
gssr-621	517	4	streamlining	streamline	VERB
gssr-621	517	5	the	the	DET
gssr-621	517	6	process	process	NOUN
gssr-621	517	7	steps	step	NOUN
gssr-621	517	8	,	,	PUNCT
gssr-621	517	9	minimizing	minimize	VERB
gssr-621	517	10	energy	energy	NOUN
gssr-621	517	11	consumption	consumption	NOUN
gssr-621	517	12	,	,	PUNCT
gssr-621	517	13	and	and	CCONJ
gssr-621	517	14	optimizing	optimize	VERB
gssr-621	517	15	process	process	NOUN
gssr-621	517	16	flows	flow	VERB
gssr-621	517	17	to	to	PART
gssr-621	517	18	maximize	maximize	VERB
gssr-621	517	19	efficiency	efficiency	NOUN
gssr-621	517	20	.	.	PUNCT
gssr-621	518	1	scale	scale	NOUN
gssr-621	518	2	-	-	PUNCT
gssr-621	518	3	up	up	ADP
gssr-621	518	4	optimization	optimization	NOUN
gssr-621	518	5	focuses	focus	VERB
gssr-621	518	6	on	on	ADP
gssr-621	518	7	translating	translate	VERB
gssr-621	518	8	laboratory	laboratory	NOUN
gssr-621	518	9	-	-	PUNCT
gssr-621	518	10	scale	scale	NOUN
gssr-621	518	11	processes	process	NOUN
gssr-621	518	12	to	to	ADP
gssr-621	518	13	larger	large	ADJ
gssr-621	518	14	production	production	NOUN
gssr-621	518	15	scales	scale	NOUN
gssr-621	518	16	while	while	SCONJ
gssr-621	518	17	maintaining	maintain	VERB
gssr-621	518	18	consistent	consistent	ADJ
gssr-621	518	19	and	and	CCONJ
gssr-621	518	20	efficient	efficient	ADJ
gssr-621	518	21	glucose	glucose	NOUN
gssr-621	518	22	production	production	NOUN
gssr-621	518	23	.	.	PUNCT
gssr-621	519	1	6	6	X
gssr-621	519	2	.	.	X
gssr-621	519	3	reaction	reaction	NOUN
gssr-621	519	4	kinetics	kinetic	NOUN
gssr-621	519	5	and	and	CCONJ
gssr-621	519	6	modeling	model	VERB
gssr-621	519	7	understanding	understand	VERB
gssr-621	519	8	the	the	DET
gssr-621	519	9	reaction	reaction	NOUN
gssr-621	519	10	kinetics	kinetic	NOUN
gssr-621	519	11	and	and	CCONJ
gssr-621	519	12	developing	develop	VERB
gssr-621	519	13	mathematical	mathematical	ADJ
gssr-621	519	14	models	model	NOUN
gssr-621	519	15	can	can	AUX
gssr-621	519	16	aid	aid	VERB
gssr-621	519	17	in	in	ADP
gssr-621	519	18	the	the	DET
gssr-621	519	19	optimization	optimization	NOUN
gssr-621	519	20	of	of	ADP
gssr-621	519	21	glucose	glucose	NOUN
gssr-621	519	22	production	production	NOUN
gssr-621	519	23	processes	process	NOUN
gssr-621	519	24	(	(	PUNCT
gssr-621	519	25	yassien	yassien	PROPN
gssr-621	519	26	&	&	CCONJ
gssr-621	519	27	jiman	jiman	PROPN
gssr-621	519	28	-	-	PUNCT
gssr-621	519	29	fatani	fatani	PROPN
gssr-621	519	30	,	,	PUNCT
gssr-621	519	31	2023	2023	NUM
gssr-621	519	32	)	)	PUNCT
gssr-621	519	33	.	.	PUNCT
gssr-621	520	1	kinetic	kinetic	ADJ
gssr-621	520	2	modeling	modeling	NOUN
gssr-621	520	3	helps	help	VERB
gssr-621	520	4	in	in	ADP
gssr-621	520	5	predicting	predict	VERB
gssr-621	520	6	glucose	glucose	NOUN
gssr-621	520	7	yields	yield	NOUN
gssr-621	520	8	,	,	PUNCT
gssr-621	520	9	identifying	identify	VERB
gssr-621	520	10	ratelimiting	ratelimiting	NOUN
gssr-621	520	11	steps	step	NOUN
gssr-621	520	12	,	,	PUNCT
gssr-621	520	13	and	and	CCONJ
gssr-621	520	14	optimizing	optimize	VERB
gssr-621	520	15	reaction	reaction	NOUN
gssr-621	520	16	conditions	condition	NOUN
gssr-621	520	17	.	.	PUNCT
gssr-621	521	1	it	it	PRON
gssr-621	521	2	allows	allow	VERB
gssr-621	521	3	for	for	ADP
gssr-621	521	4	the	the	DET
gssr-621	521	5	exploration	exploration	NOUN
gssr-621	521	6	of	of	ADP
gssr-621	521	7	different	different	ADJ
gssr-621	521	8	scenarios	scenario	NOUN
gssr-621	521	9	and	and	CCONJ
gssr-621	521	10	the	the	DET
gssr-621	521	11	identification	identification	NOUN
gssr-621	521	12	of	of	ADP
gssr-621	521	13	optimal	optimal	ADJ
gssr-621	521	14	operating	operating	NOUN
gssr-621	521	15	conditions	condition	NOUN
gssr-621	521	16	.	.	PUNCT
gssr-621	522	1	7	7	X
gssr-621	522	2	.	.	X
gssr-621	522	3	techno	techno	NOUN
gssr-621	522	4	-	-	PUNCT
gssr-621	522	5	economic	economic	ADJ
gssr-621	522	6	analysis	analysis	NOUN
gssr-621	522	7	performing	perform	VERB
gssr-621	522	8	techno	techno	NOUN
gssr-621	522	9	-	-	PUNCT
gssr-621	522	10	economic	economic	ADJ
gssr-621	522	11	analysis	analysis	NOUN
gssr-621	522	12	is	be	AUX
gssr-621	522	13	crucial	crucial	ADJ
gssr-621	522	14	for	for	ADP
gssr-621	522	15	evaluating	evaluate	VERB
gssr-621	522	16	the	the	DET
gssr-621	522	17	feasibility	feasibility	NOUN
gssr-621	522	18	and	and	CCONJ
gssr-621	522	19	economic	economic	ADJ
gssr-621	522	20	viability	viability	NOUN
gssr-621	522	21	of	of	ADP
gssr-621	522	22	glucose	glucose	NOUN
gssr-621	522	23	production	production	NOUN
gssr-621	522	24	processes	process	NOUN
gssr-621	522	25	(	(	PUNCT
gssr-621	522	26	sant	sant	PROPN
gssr-621	522	27	et	et	PROPN
gssr-621	522	28	al	al	PROPN
gssr-621	522	29	.	.	PROPN
gssr-621	522	30	,	,	PUNCT
gssr-621	522	31	2021	2021	NUM
gssr-621	522	32	)	)	PUNCT
gssr-621	522	33	.	.	PUNCT
gssr-621	523	1	this	this	DET
gssr-621	523	2	analysis	analysis	NOUN
gssr-621	523	3	involves	involve	VERB
gssr-621	523	4	assessing	assess	VERB
gssr-621	523	5	the	the	DET
gssr-621	523	6	capital	capital	NOUN
gssr-621	523	7	and	and	CCONJ
gssr-621	523	8	operating	operating	NOUN
gssr-621	523	9	costs	cost	NOUN
gssr-621	523	10	,	,	PUNCT
gssr-621	523	11	calculating	calculate	VERB
gssr-621	523	12	the	the	DET
gssr-621	523	13	glucose	glucose	NOUN
gssr-621	523	14	production	production	NOUN
gssr-621	523	15	costs	cost	NOUN
gssr-621	523	16	,	,	PUNCT
gssr-621	523	17	and	and	CCONJ
gssr-621	523	18	considering	consider	VERB
gssr-621	523	19	factors	factor	NOUN
gssr-621	523	20	such	such	ADJ
gssr-621	523	21	as	as	ADP
gssr-621	523	22	feedstock	feedstock	NOUN
gssr-621	523	23	costs	cost	NOUN
gssr-621	523	24	,	,	PUNCT
gssr-621	523	25	enzyme	enzyme	NOUN
gssr-621	523	26	costs	cost	NOUN
gssr-621	523	27	,	,	PUNCT
gssr-621	523	28	equipment	equipment	NOUN
gssr-621	523	29	costs	cost	NOUN
gssr-621	523	30	,	,	PUNCT
gssr-621	523	31	and	and	CCONJ
gssr-621	523	32	market	market	NOUN
gssr-621	523	33	demand	demand	NOUN
gssr-621	523	34	.	.	PUNCT
gssr-621	524	1	optimizing	optimize	VERB
gssr-621	524	2	the	the	DET
gssr-621	524	3	process	process	NOUN
gssr-621	524	4	parameters	parameter	NOUN
gssr-621	524	5	to	to	PART
gssr-621	524	6	reduce	reduce	VERB
gssr-621	524	7	production	production	NOUN
gssr-621	524	8	costs	cost	NOUN
gssr-621	524	9	and	and	CCONJ
gssr-621	524	10	improve	improve	VERB
gssr-621	524	11	overall	overall	ADJ
gssr-621	524	12	process	process	NOUN
gssr-621	524	13	economics	economic	NOUN
gssr-621	524	14	is	be	AUX
gssr-621	524	15	a	a	DET
gssr-621	524	16	key	key	ADJ
gssr-621	524	17	aspect	aspect	NOUN
gssr-621	524	18	of	of	ADP
gssr-621	524	19	optimization	optimization	NOUN
gssr-621	524	20	strategies	strategy	NOUN
gssr-621	524	21	.	.	PUNCT
gssr-621	525	1	8	8	X
gssr-621	525	2	.	.	X
gssr-621	525	3	continuous	continuous	ADJ
gssr-621	525	4	process	process	NOUN
gssr-621	525	5	development	development	NOUN
gssr-621	525	6	optimizing	optimize	VERB
gssr-621	525	7	glucose	glucose	NOUN
gssr-621	525	8	production	production	NOUN
gssr-621	525	9	often	often	ADV
gssr-621	525	10	involves	involve	VERB
gssr-621	525	11	transitioning	transition	VERB
gssr-621	525	12	from	from	ADP
gssr-621	525	13	batch	batch	NOUN
gssr-621	525	14	processes	process	NOUN
gssr-621	525	15	to	to	ADP
gssr-621	525	16	continuous	continuous	ADJ
gssr-621	525	17	processes	process	NOUN
gssr-621	525	18	(	(	PUNCT
gssr-621	525	19	halka	halka	PROPN
gssr-621	525	20	et	et	PROPN
gssr-621	525	21	al	al	PROPN
gssr-621	525	22	.	.	PROPN
gssr-621	525	23	,	,	PUNCT
gssr-621	525	24	2018	2018	NUM
gssr-621	525	25	)	)	PUNCT
gssr-621	525	26	.	.	PUNCT
gssr-621	526	1	continuous	continuous	ADJ
gssr-621	526	2	processes	process	NOUN
gssr-621	526	3	offer	offer	VERB
gssr-621	526	4	advantages	advantage	NOUN
gssr-621	526	5	such	such	ADJ
gssr-621	526	6	as	as	ADP
gssr-621	526	7	improved	improve	VERB
gssr-621	526	8	productivity	productivity	NOUN
gssr-621	526	9	,	,	PUNCT
gssr-621	526	10	better	well	ADJ
gssr-621	526	11	control	control	NOUN
gssr-621	526	12	over	over	ADP
gssr-621	526	13	reaction	reaction	NOUN
gssr-621	526	14	conditions	condition	NOUN
gssr-621	526	15	,	,	PUNCT
gssr-621	526	16	and	and	CCONJ
gssr-621	526	17	reduced	reduce	VERB
gssr-621	526	18	labor	labor	NOUN
gssr-621	526	19	and	and	CCONJ
gssr-621	526	20	equipment	equipment	NOUN
gssr-621	526	21	costs	cost	NOUN
gssr-621	526	22	.	.	PUNCT
gssr-621	527	1	optimizing	optimize	VERB
gssr-621	527	2	the	the	DET
gssr-621	527	3	design	design	NOUN
gssr-621	527	4	and	and	CCONJ
gssr-621	527	5	operation	operation	NOUN
gssr-621	527	6	of	of	ADP
gssr-621	527	7	continuous	continuous	ADJ
gssr-621	527	8	processes	process	NOUN
gssr-621	527	9	for	for	ADP
gssr-621	527	10	glucose	glucose	NOUN
gssr-621	527	11	production	production	NOUN
gssr-621	527	12	can	can	AUX
gssr-621	527	13	lead	lead	VERB
gssr-621	527	14	to	to	ADP
gssr-621	527	15	higher	high	ADJ
gssr-621	527	16	yields	yield	NOUN
gssr-621	527	17	,	,	PUNCT
gssr-621	527	18	improved	improved	ADJ
gssr-621	527	19	efficiency	efficiency	NOUN
gssr-621	527	20	,	,	PUNCT
gssr-621	527	21	and	and	CCONJ
gssr-621	527	22	reduced	reduce	VERB
gssr-621	527	23	operational	operational	ADJ
gssr-621	527	24	complexities	complexity	NOUN
gssr-621	527	25	.	.	PUNCT
gssr-621	528	1	process	process	NOUN
gssr-621	528	2	optimization	optimization	NOUN
gssr-621	528	3	techniques	technique	NOUN
gssr-621	528	4	process	process	NOUN
gssr-621	528	5	optimization	optimization	NOUN
gssr-621	528	6	techniques	technique	NOUN
gssr-621	528	7	play	play	VERB
gssr-621	528	8	a	a	DET
gssr-621	528	9	crucial	crucial	ADJ
gssr-621	528	10	role	role	NOUN
gssr-621	528	11	in	in	ADP
gssr-621	528	12	improving	improve	VERB
gssr-621	528	13	the	the	DET
gssr-621	528	14	efficiency	efficiency	NOUN
gssr-621	528	15	,	,	PUNCT
gssr-621	528	16	productivity	productivity	NOUN
gssr-621	528	17	,	,	PUNCT
gssr-621	528	18	and	and	CCONJ
gssr-621	528	19	overall	overall	ADJ
gssr-621	528	20	performance	performance	NOUN
gssr-621	528	21	of	of	ADP
gssr-621	528	22	chemical	chemical	NOUN
gssr-621	528	23	processes	process	NOUN
gssr-621	528	24	.	.	PUNCT
gssr-621	529	1	these	these	DET
gssr-621	529	2	techniques	technique	NOUN
gssr-621	529	3	involve	involve	AUX
gssr-621	529	4	systematically	systematically	ADV
gssr-621	529	5	analyzing	analyze	VERB
gssr-621	529	6	and	and	CCONJ
gssr-621	529	7	improving	improve	VERB
gssr-621	529	8	different	different	ADJ
gssr-621	529	9	aspects	aspect	NOUN
gssr-621	529	10	of	of	ADP
gssr-621	529	11	the	the	DET
gssr-621	529	12	process	process	NOUN
gssr-621	529	13	to	to	PART
gssr-621	529	14	achieve	achieve	VERB
gssr-621	529	15	desired	desire	VERB
gssr-621	529	16	objectives	objective	NOUN
gssr-621	529	17	,	,	PUNCT
gssr-621	529	18	such	such	ADJ
gssr-621	529	19	as	as	ADP
gssr-621	529	20	maximizing	maximize	VERB
gssr-621	529	21	yield	yield	NOUN
gssr-621	529	22	,	,	PUNCT
gssr-621	529	23	minimizing	minimize	VERB
gssr-621	529	24	costs	cost	NOUN
gssr-621	529	25	,	,	PUNCT
gssr-621	529	26	reducing	reduce	VERB
gssr-621	529	27	waste	waste	NOUN
gssr-621	529	28	,	,	PUNCT
gssr-621	529	29	and	and	CCONJ
gssr-621	529	30	improving	improve	VERB
gssr-621	529	31	product	product	NOUN
gssr-621	529	32	quality	quality	NOUN
gssr-621	529	33	.	.	PUNCT
gssr-621	530	1	in	in	ADP
gssr-621	530	2	the	the	DET
gssr-621	530	3	context	context	NOUN
gssr-621	530	4	of	of	ADP
gssr-621	530	5	glucose	glucose	NOUN
gssr-621	530	6	production	production	NOUN
gssr-621	530	7	,	,	PUNCT
gssr-621	530	8	process	process	NOUN
gssr-621	530	9	optimization	optimization	NOUN
gssr-621	530	10	techniques	technique	NOUN
gssr-621	530	11	aim	aim	VERB
gssr-621	530	12	to	to	PART
gssr-621	530	13	enhance	enhance	VERB
gssr-621	530	14	the	the	DET
gssr-621	530	15	efficiency	efficiency	NOUN
gssr-621	530	16	of	of	ADP
gssr-621	530	17	glucose	glucose	NOUN
gssr-621	530	18	production	production	NOUN
gssr-621	530	19	processes	process	NOUN
gssr-621	530	20	.	.	PUNCT
gssr-621	531	1	here	here	ADV
gssr-621	531	2	(	(	PUNCT
gssr-621	531	3	table	table	NOUN
gssr-621	531	4	3	3	NUM
gssr-621	531	5	)	)	PUNCT
gssr-621	531	6	are	be	AUX
gssr-621	531	7	some	some	DET
gssr-621	531	8	commonly	commonly	ADV
gssr-621	531	9	used	use	VERB
gssr-621	531	10	process	process	NOUN
gssr-621	531	11	optimization	optimization	NOUN
gssr-621	531	12	techniques	technique	NOUN
gssr-621	531	13	:	:	PUNCT
gssr-621	531	14	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	531	15	global	global	ADJ
gssr-621	531	16	sustainability	sustainability	NOUN
gssr-621	531	17	research	research	NOUN
gssr-621	531	18	global	global	ADJ
gssr-621	531	19	scientific	scientific	ADJ
gssr-621	531	20	research	research	NOUN
gssr-621	531	21	99	99	NUM
gssr-621	531	22	table	table	NOUN
gssr-621	531	23	3	3	NUM
gssr-621	531	24	:	:	PUNCT
gssr-621	531	25	optimization	optimization	NOUN
gssr-621	531	26	techniques	technique	NOUN
gssr-621	531	27	in	in	ADP
gssr-621	531	28	common	common	ADJ
gssr-621	531	29	application	application	NOUN
gssr-621	531	30	(	(	PUNCT
gssr-621	531	31	malakar	malakar	PROPN
gssr-621	531	32	et	et	PROPN
gssr-621	531	33	al	al	PROPN
gssr-621	531	34	.	.	PROPN
gssr-621	531	35	,	,	PUNCT
gssr-621	531	36	2020	2020	NUM
gssr-621	531	37	)	)	PUNCT
gssr-621	532	1	s	s	X
gssr-621	532	2	/	/	SYM
gssr-621	532	3	no	no	DET
gssr-621	532	4	optimization	optimization	NOUN
gssr-621	532	5	technique	technique	NOUN
gssr-621	532	6	description	description	NOUN
gssr-621	532	7	1	1	NUM
gssr-621	532	8	.	.	PUNCT
gssr-621	533	1	multi	multi	ADJ
gssr-621	533	2	-	-	ADJ
gssr-621	533	3	objective	objective	ADJ
gssr-621	533	4	optimization	optimization	NOUN
gssr-621	533	5	in	in	ADP
gssr-621	533	6	some	some	DET
gssr-621	533	7	cases	case	NOUN
gssr-621	533	8	,	,	PUNCT
gssr-621	533	9	process	process	NOUN
gssr-621	533	10	optimization	optimization	NOUN
gssr-621	533	11	requires	require	VERB
gssr-621	533	12	balancing	balance	VERB
gssr-621	533	13	multiple	multiple	ADJ
gssr-621	533	14	conflicting	conflicting	ADJ
gssr-621	533	15	objectives	objective	NOUN
gssr-621	533	16	.	.	PUNCT
gssr-621	534	1	multi	multi	ADJ
gssr-621	534	2	-	-	ADJ
gssr-621	534	3	objective	objective	ADJ
gssr-621	534	4	optimization	optimization	NOUN
gssr-621	534	5	techniques	technique	NOUN
gssr-621	534	6	aim	aim	VERB
gssr-621	534	7	to	to	PART
gssr-621	534	8	find	find	VERB
gssr-621	534	9	optimal	optimal	ADJ
gssr-621	534	10	solutions	solution	NOUN
gssr-621	534	11	that	that	PRON
gssr-621	534	12	satisfy	satisfy	VERB
gssr-621	534	13	multiple	multiple	ADJ
gssr-621	534	14	objectives	objective	NOUN
gssr-621	534	15	simultaneously	simultaneously	ADV
gssr-621	534	16	.	.	PUNCT
gssr-621	535	1	these	these	DET
gssr-621	535	2	techniques	technique	NOUN
gssr-621	535	3	involve	involve	VERB
gssr-621	535	4	defining	define	VERB
gssr-621	535	5	the	the	DET
gssr-621	535	6	objectives	objective	NOUN
gssr-621	535	7	,	,	PUNCT
gssr-621	535	8	determining	determine	VERB
gssr-621	535	9	their	their	PRON
gssr-621	535	10	relative	relative	ADJ
gssr-621	535	11	importance	importance	NOUN
gssr-621	535	12	,	,	PUNCT
gssr-621	535	13	and	and	CCONJ
gssr-621	535	14	using	use	VERB
gssr-621	535	15	optimization	optimization	NOUN
gssr-621	535	16	algorithms	algorithm	NOUN
gssr-621	535	17	to	to	PART
gssr-621	535	18	identify	identify	VERB
gssr-621	535	19	the	the	DET
gssr-621	535	20	optimal	optimal	ADJ
gssr-621	535	21	trade	trade	NOUN
gssr-621	535	22	-	-	PUNCT
gssr-621	535	23	offs	off	NOUN
gssr-621	535	24	and	and	CCONJ
gssr-621	535	25	pareto	pareto	VERB
gssr-621	535	26	optimal	optimal	ADJ
gssr-621	535	27	solutions	solution	NOUN
gssr-621	535	28	2	2	NUM
gssr-621	535	29	.	.	PUNCT
gssr-621	535	30	process	process	NOUN
gssr-621	535	31	integration	integration	NOUN
gssr-621	535	32	process	process	NOUN
gssr-621	535	33	integration	integration	NOUN
gssr-621	535	34	techniques	technique	NOUN
gssr-621	535	35	focus	focus	VERB
gssr-621	535	36	on	on	ADP
gssr-621	535	37	optimizing	optimize	VERB
gssr-621	535	38	the	the	DET
gssr-621	535	39	interaction	interaction	NOUN
gssr-621	535	40	and	and	CCONJ
gssr-621	535	41	integration	integration	NOUN
gssr-621	535	42	of	of	ADP
gssr-621	535	43	different	different	ADJ
gssr-621	535	44	process	process	NOUN
gssr-621	535	45	steps	step	NOUN
gssr-621	535	46	to	to	PART
gssr-621	535	47	maximize	maximize	VERB
gssr-621	535	48	efficiency	efficiency	NOUN
gssr-621	535	49	and	and	CCONJ
gssr-621	535	50	minimize	minimize	VERB
gssr-621	535	51	resource	resource	NOUN
gssr-621	535	52	consumption	consumption	NOUN
gssr-621	535	53	.	.	PUNCT
gssr-621	536	1	techniques	technique	NOUN
gssr-621	536	2	such	such	ADJ
gssr-621	536	3	as	as	ADP
gssr-621	536	4	heat	heat	NOUN
gssr-621	536	5	integration	integration	NOUN
gssr-621	536	6	,	,	PUNCT
gssr-621	536	7	mass	mass	NOUN
gssr-621	536	8	integration	integration	NOUN
gssr-621	536	9	,	,	PUNCT
gssr-621	536	10	and	and	CCONJ
gssr-621	536	11	pinch	pinch	VERB
gssr-621	536	12	analysis	analysis	NOUN
gssr-621	536	13	are	be	AUX
gssr-621	536	14	used	use	VERB
gssr-621	536	15	to	to	PART
gssr-621	536	16	identify	identify	VERB
gssr-621	536	17	opportunities	opportunity	NOUN
gssr-621	536	18	for	for	ADP
gssr-621	536	19	energy	energy	NOUN
gssr-621	536	20	recovery	recovery	NOUN
gssr-621	536	21	,	,	PUNCT
gssr-621	536	22	minimize	minimize	VERB
gssr-621	536	23	utility	utility	NOUN
gssr-621	536	24	usage	usage	NOUN
gssr-621	536	25	,	,	PUNCT
gssr-621	536	26	and	and	CCONJ
gssr-621	536	27	improve	improve	VERB
gssr-621	536	28	overall	overall	ADJ
gssr-621	536	29	process	process	NOUN
gssr-621	536	30	efficiency	efficiency	NOUN
gssr-621	536	31	.	.	PUNCT
gssr-621	537	1	3	3	X
gssr-621	537	2	.	.	X
gssr-621	537	3	computational	computational	ADJ
gssr-621	537	4	modeling	modeling	NOUN
gssr-621	537	5	and	and	CCONJ
gssr-621	537	6	simulation	simulation	NOUN
gssr-621	537	7	computational	computational	ADJ
gssr-621	537	8	modeling	modeling	NOUN
gssr-621	537	9	and	and	CCONJ
gssr-621	537	10	simulation	simulation	NOUN
gssr-621	537	11	tools	tool	NOUN
gssr-621	537	12	enable	enable	VERB
gssr-621	537	13	the	the	DET
gssr-621	537	14	virtual	virtual	ADJ
gssr-621	537	15	optimization	optimization	NOUN
gssr-621	537	16	of	of	ADP
gssr-621	537	17	process	process	NOUN
gssr-621	537	18	parameters	parameter	NOUN
gssr-621	537	19	,	,	PUNCT
gssr-621	537	20	equipment	equipment	NOUN
gssr-621	537	21	design	design	NOUN
gssr-621	537	22	,	,	PUNCT
gssr-621	537	23	and	and	CCONJ
gssr-621	537	24	operating	operating	NOUN
gssr-621	537	25	conditions	condition	NOUN
gssr-621	537	26	.	.	PUNCT
gssr-621	538	1	by	by	ADP
gssr-621	538	2	developing	develop	VERB
gssr-621	538	3	mathematical	mathematical	ADJ
gssr-621	538	4	models	model	NOUN
gssr-621	538	5	based	base	VERB
gssr-621	538	6	on	on	ADP
gssr-621	538	7	fundamental	fundamental	ADJ
gssr-621	538	8	principles	principle	NOUN
gssr-621	538	9	and	and	CCONJ
gssr-621	538	10	simulating	simulate	VERB
gssr-621	538	11	various	various	ADJ
gssr-621	538	12	scenarios	scenario	NOUN
gssr-621	538	13	,	,	PUNCT
gssr-621	538	14	process	process	NOUN
gssr-621	538	15	optimization	optimization	NOUN
gssr-621	538	16	can	can	AUX
gssr-621	538	17	be	be	AUX
gssr-621	538	18	performed	perform	VERB
gssr-621	538	19	in	in	ADP
gssr-621	538	20	a	a	DET
gssr-621	538	21	cost	cost	NOUN
gssr-621	538	22	-	-	PUNCT
gssr-621	538	23	effective	effective	ADJ
gssr-621	538	24	and	and	CCONJ
gssr-621	538	25	timeefficient	timeefficient	ADJ
gssr-621	538	26	manner	manner	NOUN
gssr-621	538	27	.	.	PUNCT
gssr-621	539	1	modeling	modeling	NOUN
gssr-621	539	2	and	and	CCONJ
gssr-621	539	3	simulation	simulation	NOUN
gssr-621	539	4	allow	allow	VERB
gssr-621	539	5	for	for	ADP
gssr-621	539	6	the	the	DET
gssr-621	539	7	evaluation	evaluation	NOUN
gssr-621	539	8	of	of	ADP
gssr-621	539	9	different	different	ADJ
gssr-621	539	10	process	process	NOUN
gssr-621	539	11	configurations	configuration	NOUN
gssr-621	539	12	and	and	CCONJ
gssr-621	539	13	the	the	DET
gssr-621	539	14	identification	identification	NOUN
gssr-621	539	15	of	of	ADP
gssr-621	539	16	optimal	optimal	ADJ
gssr-621	539	17	operating	operating	NOUN
gssr-621	539	18	conditions	condition	NOUN
gssr-621	539	19	without	without	ADP
gssr-621	539	20	extensive	extensive	ADJ
gssr-621	539	21	experimental	experimental	ADJ
gssr-621	539	22	testing	testing	NOUN
gssr-621	539	23	.	.	PUNCT
gssr-621	540	1	4	4	X
gssr-621	540	2	.	.	X
gssr-621	540	3	six	six	NUM
gssr-621	540	4	sigma	sigma	NOUN
gssr-621	540	5	six	six	NUM
gssr-621	540	6	sigma	sigma	PROPN
gssr-621	540	7	is	be	AUX
gssr-621	540	8	a	a	DET
gssr-621	540	9	data	data	NOUN
gssr-621	540	10	-	-	PUNCT
gssr-621	540	11	driven	drive	VERB
gssr-621	540	12	approach	approach	NOUN
gssr-621	540	13	aimed	aim	VERB
gssr-621	540	14	at	at	ADP
gssr-621	540	15	reducing	reduce	VERB
gssr-621	540	16	process	process	NOUN
gssr-621	540	17	variability	variability	NOUN
gssr-621	540	18	and	and	CCONJ
gssr-621	540	19	improving	improve	VERB
gssr-621	540	20	process	process	NOUN
gssr-621	540	21	performance	performance	NOUN
gssr-621	540	22	.	.	PUNCT
gssr-621	541	1	it	it	PRON
gssr-621	541	2	involves	involve	VERB
gssr-621	541	3	the	the	DET
gssr-621	541	4	use	use	NOUN
gssr-621	541	5	of	of	ADP
gssr-621	541	6	statistical	statistical	ADJ
gssr-621	541	7	analysis	analysis	NOUN
gssr-621	541	8	and	and	CCONJ
gssr-621	541	9	problem	problem	NOUN
gssr-621	541	10	-	-	PUNCT
gssr-621	541	11	solving	solve	VERB
gssr-621	541	12	methodologies	methodology	NOUN
gssr-621	541	13	,	,	PUNCT
gssr-621	541	14	such	such	ADJ
gssr-621	541	15	as	as	ADP
gssr-621	541	16	dmaic	dmaic	ADJ
gssr-621	541	17	(	(	PUNCT
gssr-621	541	18	define	define	NOUN
gssr-621	541	19	,	,	PUNCT
gssr-621	541	20	measure	measure	NOUN
gssr-621	541	21	,	,	PUNCT
gssr-621	541	22	analyze	analyze	VERB
gssr-621	541	23	,	,	PUNCT
gssr-621	541	24	improve	improve	VERB
gssr-621	541	25	,	,	PUNCT
gssr-621	541	26	control	control	NOUN
gssr-621	541	27	)	)	PUNCT
gssr-621	541	28	,	,	PUNCT
gssr-621	541	29	to	to	PART
gssr-621	541	30	identify	identify	VERB
gssr-621	541	31	and	and	CCONJ
gssr-621	541	32	eliminate	eliminate	VERB
gssr-621	541	33	defects	defect	NOUN
gssr-621	541	34	or	or	CCONJ
gssr-621	541	35	variations	variation	NOUN
gssr-621	541	36	in	in	ADP
gssr-621	541	37	the	the	DET
gssr-621	541	38	process	process	NOUN
gssr-621	541	39	.	.	PUNCT
gssr-621	542	1	six	six	NUM
gssr-621	542	2	sigma	sigma	PROPN
gssr-621	542	3	helps	help	VERB
gssr-621	542	4	optimize	optimize	VERB
gssr-621	542	5	process	process	NOUN
gssr-621	542	6	parameters	parameter	NOUN
gssr-621	542	7	,	,	PUNCT
gssr-621	542	8	minimize	minimize	VERB
gssr-621	542	9	process	process	NOUN
gssr-621	542	10	variability	variability	NOUN
gssr-621	542	11	,	,	PUNCT
gssr-621	542	12	and	and	CCONJ
gssr-621	542	13	enhance	enhance	NOUN
gssr-621	542	14	process	process	NOUN
gssr-621	542	15	capability	capability	NOUN
gssr-621	542	16	.	.	PUNCT
gssr-621	543	1	5	5	X
gssr-621	543	2	.	.	X
gssr-621	543	3	lean	lean	ADJ
gssr-621	543	4	manufacturing	manufacturing	NOUN
gssr-621	543	5	lean	lean	ADJ
gssr-621	543	6	manufacturing	manufacturing	NOUN
gssr-621	543	7	principles	principle	NOUN
gssr-621	543	8	focus	focus	VERB
gssr-621	543	9	on	on	ADP
gssr-621	543	10	eliminating	eliminate	VERB
gssr-621	543	11	waste	waste	NOUN
gssr-621	543	12	and	and	CCONJ
gssr-621	543	13	optimizing	optimize	VERB
gssr-621	543	14	process	process	NOUN
gssr-621	543	15	flow	flow	NOUN
gssr-621	543	16	to	to	PART
gssr-621	543	17	improve	improve	VERB
gssr-621	543	18	efficiency	efficiency	NOUN
gssr-621	543	19	and	and	CCONJ
gssr-621	543	20	reduce	reduce	VERB
gssr-621	543	21	costs	cost	NOUN
gssr-621	543	22	.	.	PUNCT
gssr-621	544	1	techniques	technique	NOUN
gssr-621	544	2	such	such	ADJ
gssr-621	544	3	as	as	ADP
gssr-621	544	4	value	value	NOUN
gssr-621	544	5	stream	stream	NOUN
gssr-621	544	6	mapping	mapping	NOUN
gssr-621	544	7	,	,	PUNCT
gssr-621	544	8	5s	5s	NUM
gssr-621	544	9	(	(	PUNCT
gssr-621	544	10	sort	sort	NOUN
gssr-621	544	11	,	,	PUNCT
gssr-621	544	12	set	set	VERB
gssr-621	544	13	in	in	ADP
gssr-621	544	14	order	order	NOUN
gssr-621	544	15	,	,	PUNCT
gssr-621	544	16	shine	shine	NOUN
gssr-621	544	17	,	,	PUNCT
gssr-621	544	18	standardize	standardize	NOUN
gssr-621	544	19	,	,	PUNCT
gssr-621	544	20	sustain	sustain	NOUN
gssr-621	544	21	)	)	PUNCT
gssr-621	544	22	,	,	PUNCT
gssr-621	544	23	and	and	CCONJ
gssr-621	544	24	just	just	ADV
gssr-621	544	25	-	-	PUNCT
gssr-621	544	26	intime	intime	PROPN
gssr-621	544	27	(	(	PUNCT
gssr-621	544	28	jit	jit	PROPN
gssr-621	544	29	)	)	PUNCT
gssr-621	544	30	production	production	NOUN
gssr-621	544	31	are	be	AUX
gssr-621	544	32	used	use	VERB
gssr-621	544	33	to	to	PART
gssr-621	544	34	identify	identify	VERB
gssr-621	544	35	and	and	CCONJ
gssr-621	544	36	eliminate	eliminate	VERB
gssr-621	544	37	non	non	ADJ
gssr-621	544	38	-	-	ADJ
gssr-621	544	39	value	value	ADJ
gssr-621	544	40	-	-	PUNCT
gssr-621	544	41	added	add	VERB
gssr-621	544	42	activities	activity	NOUN
gssr-621	544	43	,	,	PUNCT
gssr-621	544	44	streamline	streamline	VERB
gssr-621	544	45	production	production	NOUN
gssr-621	544	46	processes	process	NOUN
gssr-621	544	47	,	,	PUNCT
gssr-621	544	48	reduce	reduce	VERB
gssr-621	544	49	inventory	inventory	NOUN
gssr-621	544	50	,	,	PUNCT
gssr-621	544	51	and	and	CCONJ
gssr-621	544	52	improve	improve	VERB
gssr-621	544	53	overall	overall	ADJ
gssr-621	544	54	process	process	NOUN
gssr-621	544	55	efficiency	efficiency	NOUN
gssr-621	544	56	.	.	PUNCT
gssr-621	545	1	6	6	X
gssr-621	545	2	.	.	X
gssr-621	545	3	response	response	NOUN
gssr-621	545	4	surface	surface	NOUN
gssr-621	545	5	methodology	methodology	NOUN
gssr-621	545	6	(	(	PUNCT
gssr-621	545	7	rsm	rsm	PROPN
gssr-621	545	8	)	)	PUNCT
gssr-621	545	9	rsm	rsm	PROPN
gssr-621	545	10	(	(	PUNCT
gssr-621	545	11	uchegbu	uchegbu	NOUN
gssr-621	545	12	et	et	PROPN
gssr-621	545	13	al	al	PROPN
gssr-621	545	14	.	.	PROPN
gssr-621	545	15	,	,	PUNCT
gssr-621	545	16	2022	2022	NUM
gssr-621	545	17	)	)	PUNCT
gssr-621	545	18	is	be	AUX
gssr-621	545	19	a	a	DET
gssr-621	545	20	statistical	statistical	ADJ
gssr-621	545	21	technique	technique	NOUN
gssr-621	545	22	used	use	VERB
gssr-621	545	23	to	to	PART
gssr-621	545	24	optimize	optimize	VERB
gssr-621	545	25	process	process	NOUN
gssr-621	545	26	parameters	parameter	NOUN
gssr-621	545	27	by	by	ADP
gssr-621	545	28	constructing	construct	VERB
gssr-621	545	29	mathematical	mathematical	ADJ
gssr-621	545	30	models	model	NOUN
gssr-621	545	31	that	that	PRON
gssr-621	545	32	relate	relate	VERB
gssr-621	545	33	process	process	NOUN
gssr-621	545	34	variables	variable	NOUN
gssr-621	545	35	to	to	ADP
gssr-621	545	36	the	the	DET
gssr-621	545	37	desired	desire	VERB
gssr-621	545	38	responses	response	NOUN
gssr-621	545	39	.	.	PUNCT
gssr-621	546	1	rsm	rsm	NOUN
gssr-621	546	2	involves	involve	VERB
gssr-621	546	3	conducting	conduct	VERB
gssr-621	546	4	experiments	experiment	NOUN
gssr-621	546	5	based	base	VERB
gssr-621	546	6	on	on	ADP
gssr-621	546	7	a	a	DET
gssr-621	546	8	predefined	predefine	VERB
gssr-621	546	9	design	design	NOUN
gssr-621	546	10	matrix	matrix	NOUN
gssr-621	546	11	and	and	CCONJ
gssr-621	546	12	using	use	VERB
gssr-621	546	13	regression	regression	NOUN
gssr-621	546	14	analysis	analysis	NOUN
gssr-621	546	15	to	to	PART
gssr-621	546	16	fit	fit	VERB
gssr-621	546	17	a	a	DET
gssr-621	546	18	response	response	NOUN
gssr-621	546	19	surface	surface	NOUN
gssr-621	546	20	model	model	NOUN
gssr-621	546	21	.	.	PUNCT
gssr-621	547	1	the	the	DET
gssr-621	547	2	model	model	NOUN
gssr-621	547	3	is	be	AUX
gssr-621	547	4	then	then	ADV
gssr-621	547	5	analyzed	analyze	VERB
gssr-621	547	6	to	to	PART
gssr-621	547	7	identify	identify	VERB
gssr-621	547	8	optimal	optimal	ADJ
gssr-621	547	9	operating	operating	NOUN
gssr-621	547	10	conditions	condition	NOUN
gssr-621	547	11	that	that	PRON
gssr-621	547	12	maximize	maximize	VERB
gssr-621	547	13	the	the	DET
gssr-621	547	14	desired	desire	VERB
gssr-621	547	15	response	response	NOUN
gssr-621	547	16	,	,	PUNCT
gssr-621	547	17	such	such	ADJ
gssr-621	547	18	as	as	ADP
gssr-621	547	19	glucose	glucose	NOUN
gssr-621	547	20	yield	yield	NOUN
gssr-621	547	21	or	or	CCONJ
gssr-621	547	22	productivity	productivity	NOUN
gssr-621	547	23	.	.	PUNCT
gssr-621	548	1	7	7	X
gssr-621	548	2	.	.	X
gssr-621	548	3	statistical	statistical	ADJ
gssr-621	548	4	process	process	NOUN
gssr-621	548	5	control	control	NOUN
gssr-621	548	6	(	(	PUNCT
gssr-621	548	7	spc	spc	PROPN
gssr-621	548	8	)	)	PUNCT
gssr-621	548	9	spc	spc	PROPN
gssr-621	548	10	involves	involve	VERB
gssr-621	548	11	monitoring	monitor	VERB
gssr-621	548	12	and	and	CCONJ
gssr-621	548	13	controlling	control	VERB
gssr-621	548	14	process	process	NOUN
gssr-621	548	15	variables	variable	NOUN
gssr-621	548	16	to	to	PART
gssr-621	548	17	ensure	ensure	VERB
gssr-621	548	18	that	that	SCONJ
gssr-621	548	19	the	the	DET
gssr-621	548	20	process	process	NOUN
gssr-621	548	21	operates	operate	VERB
gssr-621	548	22	within	within	ADP
gssr-621	548	23	defined	define	VERB
gssr-621	548	24	limits	limit	NOUN
gssr-621	548	25	and	and	CCONJ
gssr-621	548	26	remains	remain	VERB
gssr-621	548	27	stable	stable	ADJ
gssr-621	548	28	over	over	ADP
gssr-621	548	29	time	time	NOUN
gssr-621	548	30	.	.	PUNCT
gssr-621	549	1	it	it	PRON
gssr-621	549	2	uses	use	VERB
gssr-621	549	3	statistical	statistical	ADJ
gssr-621	549	4	tools	tool	NOUN
gssr-621	549	5	,	,	PUNCT
gssr-621	549	6	such	such	ADJ
gssr-621	549	7	as	as	ADP
gssr-621	549	8	control	control	NOUN
gssr-621	549	9	charts	chart	NOUN
gssr-621	549	10	,	,	PUNCT
gssr-621	549	11	to	to	PART
gssr-621	549	12	detect	detect	VERB
gssr-621	549	13	and	and	CCONJ
gssr-621	549	14	address	address	VERB
gssr-621	549	15	any	any	DET
gssr-621	549	16	process	process	NOUN
gssr-621	549	17	variations	variation	NOUN
gssr-621	549	18	or	or	CCONJ
gssr-621	549	19	deviations	deviation	NOUN
gssr-621	549	20	.	.	PUNCT
gssr-621	550	1	by	by	ADP
gssr-621	550	2	continuously	continuously	ADV
gssr-621	550	3	monitoring	monitor	VERB
gssr-621	550	4	the	the	DET
gssr-621	550	5	process	process	NOUN
gssr-621	550	6	,	,	PUNCT
gssr-621	550	7	spc	spc	PROPN
gssr-621	550	8	helps	helps	AUX
gssr-621	550	9	maintain	maintain	VERB
gssr-621	550	10	consistent	consistent	ADJ
gssr-621	550	11	process	process	NOUN
gssr-621	550	12	performance	performance	NOUN
gssr-621	550	13	and	and	CCONJ
gssr-621	550	14	reduces	reduce	VERB
gssr-621	550	15	the	the	DET
gssr-621	550	16	likelihood	likelihood	NOUN
gssr-621	550	17	of	of	ADP
gssr-621	550	18	quality	quality	NOUN
gssr-621	550	19	issues	issue	NOUN
gssr-621	550	20	or	or	CCONJ
gssr-621	550	21	production	production	NOUN
gssr-621	550	22	failures	failure	NOUN
gssr-621	550	23	.	.	PUNCT
gssr-621	551	1	8	8	X
gssr-621	551	2	.	.	X
gssr-621	552	1	design	design	NOUN
gssr-621	552	2	of	of	ADP
gssr-621	552	3	experiments	experiment	NOUN
gssr-621	552	4	(	(	PUNCT
gssr-621	552	5	doe	doe	NOUN
gssr-621	552	6	)	)	PUNCT
gssr-621	552	7	doe	doe	NOUN
gssr-621	552	8	is	be	AUX
gssr-621	552	9	a	a	DET
gssr-621	552	10	statistical	statistical	ADJ
gssr-621	552	11	approach	approach	NOUN
gssr-621	552	12	used	use	VERB
gssr-621	552	13	to	to	PART
gssr-621	552	14	systematically	systematically	ADV
gssr-621	552	15	vary	vary	VERB
gssr-621	552	16	process	process	NOUN
gssr-621	552	17	parameters	parameter	NOUN
gssr-621	552	18	and	and	CCONJ
gssr-621	552	19	evaluate	evaluate	VERB
gssr-621	552	20	their	their	PRON
gssr-621	552	21	impact	impact	NOUN
gssr-621	552	22	on	on	ADP
gssr-621	552	23	process	process	NOUN
gssr-621	552	24	performance	performance	NOUN
gssr-621	552	25	.	.	PUNCT
gssr-621	553	1	by	by	ADP
gssr-621	553	2	conducting	conduct	VERB
gssr-621	553	3	experiments	experiment	NOUN
gssr-621	553	4	with	with	ADP
gssr-621	553	5	different	different	ADJ
gssr-621	553	6	combinations	combination	NOUN
gssr-621	553	7	of	of	ADP
gssr-621	553	8	variables	variable	NOUN
gssr-621	553	9	,	,	PUNCT
gssr-621	553	10	doe	doe	NOUN
gssr-621	553	11	helps	helps	AUX
gssr-621	553	12	identify	identify	VERB
gssr-621	553	13	the	the	DET
gssr-621	553	14	most	most	ADV
gssr-621	553	15	influential	influential	ADJ
gssr-621	553	16	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PUNCT
gssr-621	553	17	global	global	ADJ
gssr-621	553	18	sustainability	sustainability	NOUN
gssr-621	553	19	research	research	NOUN
gssr-621	553	20	global	global	ADJ
gssr-621	553	21	scientific	scientific	ADJ
gssr-621	553	22	research	research	NOUN
gssr-621	553	23	100	100	NUM
gssr-621	553	24	factors	factor	NOUN
gssr-621	553	25	and	and	CCONJ
gssr-621	553	26	their	their	PRON
gssr-621	553	27	optimal	optimal	ADJ
gssr-621	553	28	levels	level	NOUN
gssr-621	553	29	.	.	PUNCT
gssr-621	554	1	this	this	PRON
gssr-621	554	2	enables	enable	VERB
gssr-621	554	3	the	the	DET
gssr-621	554	4	identification	identification	NOUN
gssr-621	554	5	of	of	ADP
gssr-621	554	6	optimal	optimal	ADJ
gssr-621	554	7	process	process	NOUN
gssr-621	554	8	conditions	condition	NOUN
gssr-621	554	9	and	and	CCONJ
gssr-621	554	10	provides	provide	VERB
gssr-621	554	11	valuable	valuable	ADJ
gssr-621	554	12	insights	insight	NOUN
gssr-621	554	13	into	into	ADP
gssr-621	554	14	the	the	DET
gssr-621	554	15	process	process	NOUN
gssr-621	554	16	parameter	parameter	NOUN
gssr-621	554	17	interactions	interaction	NOUN
gssr-621	554	18	.	.	PUNCT
gssr-621	555	1	by	by	ADP
gssr-621	555	2	employing	employ	VERB
gssr-621	555	3	these	these	DET
gssr-621	555	4	process	process	NOUN
gssr-621	555	5	optimization	optimization	NOUN
gssr-621	555	6	techniques	technique	NOUN
gssr-621	555	7	,	,	PUNCT
gssr-621	555	8	glucose	glucose	NOUN
gssr-621	555	9	production	production	NOUN
gssr-621	555	10	processes	process	NOUN
gssr-621	555	11	can	can	AUX
gssr-621	555	12	be	be	AUX
gssr-621	555	13	optimized	optimize	VERB
gssr-621	555	14	to	to	PART
gssr-621	555	15	achieve	achieve	VERB
gssr-621	555	16	higher	high	ADJ
gssr-621	555	17	yields	yield	NOUN
gssr-621	555	18	,	,	PUNCT
gssr-621	555	19	improved	improved	ADJ
gssr-621	555	20	efficiency	efficiency	NOUN
gssr-621	555	21	,	,	PUNCT
gssr-621	555	22	reduced	reduce	VERB
gssr-621	555	23	costs	cost	NOUN
gssr-621	555	24	,	,	PUNCT
gssr-621	555	25	and	and	CCONJ
gssr-621	555	26	enhanced	enhance	VERB
gssr-621	555	27	product	product	NOUN
gssr-621	555	28	quality	quality	NOUN
gssr-621	555	29	.	.	PUNCT
gssr-621	556	1	each	each	DET
gssr-621	556	2	technique	technique	NOUN
gssr-621	556	3	offers	offer	VERB
gssr-621	556	4	a	a	DET
gssr-621	556	5	unique	unique	ADJ
gssr-621	556	6	approach	approach	NOUN
gssr-621	556	7	to	to	AUX
gssr-621	556	8	systematically	systematically	ADV
gssr-621	556	9	analyze	analyze	VERB
gssr-621	556	10	and	and	CCONJ
gssr-621	556	11	improve	improve	VERB
gssr-621	556	12	different	different	ADJ
gssr-621	556	13	aspects	aspect	NOUN
gssr-621	556	14	of	of	ADP
gssr-621	556	15	the	the	DET
gssr-621	556	16	process	process	NOUN
gssr-621	556	17	,	,	PUNCT
gssr-621	556	18	leading	lead	VERB
gssr-621	556	19	to	to	ADP
gssr-621	556	20	more	more	ADV
gssr-621	556	21	sustainable	sustainable	ADJ
gssr-621	556	22	and	and	CCONJ
gssr-621	556	23	economically	economically	ADV
gssr-621	556	24	viable	viable	ADJ
gssr-621	556	25	glucose	glucose	NOUN
gssr-621	556	26	production	production	NOUN
gssr-621	556	27	.	.	PUNCT
gssr-621	557	1	statistical	statistical	ADJ
gssr-621	557	2	design	design	NOUN
gssr-621	557	3	of	of	ADP
gssr-621	557	4	experiments	experiment	NOUN
gssr-621	557	5	statistical	statistical	ADJ
gssr-621	557	6	design	design	NOUN
gssr-621	557	7	of	of	ADP
gssr-621	557	8	experiments	experiment	NOUN
gssr-621	557	9	(	(	PUNCT
gssr-621	557	10	doe	doe	NOUN
gssr-621	557	11	)	)	PUNCT
gssr-621	557	12	is	be	AUX
gssr-621	557	13	a	a	DET
gssr-621	557	14	powerful	powerful	ADJ
gssr-621	557	15	and	and	CCONJ
gssr-621	557	16	systematic	systematic	ADJ
gssr-621	557	17	approach	approach	NOUN
gssr-621	557	18	used	use	VERB
gssr-621	557	19	to	to	PART
gssr-621	557	20	plan	plan	VERB
gssr-621	557	21	,	,	PUNCT
gssr-621	557	22	conduct	conduct	VERB
gssr-621	557	23	,	,	PUNCT
gssr-621	557	24	and	and	CCONJ
gssr-621	557	25	analyze	analyze	VERB
gssr-621	557	26	experiments	experiment	NOUN
gssr-621	557	27	in	in	ADP
gssr-621	557	28	order	order	NOUN
gssr-621	557	29	to	to	PART
gssr-621	557	30	gain	gain	VERB
gssr-621	557	31	insights	insight	NOUN
gssr-621	557	32	into	into	ADP
gssr-621	557	33	process	process	NOUN
gssr-621	557	34	behavior	behavior	NOUN
gssr-621	557	35	,	,	PUNCT
gssr-621	557	36	optimize	optimize	NOUN
gssr-621	557	37	process	process	NOUN
gssr-621	557	38	parameters	parameter	NOUN
gssr-621	557	39	,	,	PUNCT
gssr-621	557	40	and	and	CCONJ
gssr-621	557	41	improve	improve	VERB
gssr-621	557	42	overall	overall	ADJ
gssr-621	557	43	process	process	NOUN
gssr-621	557	44	performance	performance	NOUN
gssr-621	557	45	.	.	PUNCT
gssr-621	558	1	doe	doe	NOUN
gssr-621	558	2	involves	involve	VERB
gssr-621	558	3	the	the	DET
gssr-621	558	4	careful	careful	ADJ
gssr-621	558	5	selection	selection	NOUN
gssr-621	558	6	of	of	ADP
gssr-621	558	7	experimental	experimental	ADJ
gssr-621	558	8	factors	factor	NOUN
gssr-621	558	9	and	and	CCONJ
gssr-621	558	10	levels	level	NOUN
gssr-621	558	11	,	,	PUNCT
gssr-621	558	12	the	the	DET
gssr-621	558	13	design	design	NOUN
gssr-621	558	14	of	of	ADP
gssr-621	558	15	an	an	DET
gssr-621	558	16	appropriate	appropriate	ADJ
gssr-621	558	17	experimental	experimental	ADJ
gssr-621	558	18	layout	layout	NOUN
gssr-621	558	19	,	,	PUNCT
gssr-621	558	20	and	and	CCONJ
gssr-621	558	21	the	the	DET
gssr-621	558	22	statistical	statistical	ADJ
gssr-621	558	23	analysis	analysis	NOUN
gssr-621	558	24	of	of	ADP
gssr-621	558	25	the	the	DET
gssr-621	558	26	obtained	obtain	VERB
gssr-621	558	27	data	datum	NOUN
gssr-621	558	28	.	.	PUNCT
gssr-621	559	1	this	this	DET
gssr-621	559	2	approach	approach	NOUN
gssr-621	559	3	enables	enable	VERB
gssr-621	559	4	researchers	researcher	NOUN
gssr-621	559	5	to	to	PART
gssr-621	559	6	efficiently	efficiently	ADV
gssr-621	559	7	explore	explore	VERB
gssr-621	559	8	and	and	CCONJ
gssr-621	559	9	understand	understand	VERB
gssr-621	559	10	the	the	DET
gssr-621	559	11	relationship	relationship	NOUN
gssr-621	559	12	between	between	ADP
gssr-621	559	13	process	process	NOUN
gssr-621	559	14	variables	variable	NOUN
gssr-621	559	15	and	and	CCONJ
gssr-621	559	16	responses	response	NOUN
gssr-621	559	17	,	,	PUNCT
gssr-621	559	18	leading	lead	VERB
gssr-621	559	19	to	to	ADP
gssr-621	559	20	more	more	ADV
gssr-621	559	21	informed	informed	ADJ
gssr-621	559	22	decision	decision	NOUN
gssr-621	559	23	-	-	PUNCT
gssr-621	559	24	making	make	VERB
gssr-621	559	25	and	and	CCONJ
gssr-621	559	26	process	process	VERB
gssr-621	559	27	optimization	optimization	NOUN
gssr-621	559	28	.	.	PUNCT
gssr-621	560	1	key	key	ADJ
gssr-621	560	2	components	component	NOUN
gssr-621	560	3	and	and	CCONJ
gssr-621	560	4	benefits	benefit	NOUN
gssr-621	560	5	of	of	ADP
gssr-621	560	6	the	the	DET
gssr-621	560	7	statistical	statistical	ADJ
gssr-621	560	8	design	design	NOUN
gssr-621	560	9	of	of	ADP
gssr-621	560	10	experiments	experiment	NOUN
gssr-621	560	11	includes	include	VERB
gssr-621	560	12	resource	resource	NOUN
gssr-621	560	13	efficiency	efficiency	NOUN
gssr-621	560	14	,	,	PUNCT
gssr-621	560	15	optimization	optimization	NOUN
gssr-621	560	16	and	and	CCONJ
gssr-621	560	17	insights	insight	NOUN
gssr-621	560	18	,	,	PUNCT
gssr-621	560	19	statistical	statistical	ADJ
gssr-621	560	20	analysis	analysis	NOUN
gssr-621	560	21	,	,	PUNCT
gssr-621	560	22	randomization	randomization	NOUN
gssr-621	560	23	and	and	CCONJ
gssr-621	560	24	replication	replication	NOUN
gssr-621	560	25	,	,	PUNCT
gssr-621	560	26	response	response	NOUN
gssr-621	560	27	variables	variable	NOUN
gssr-621	560	28	,	,	PUNCT
gssr-621	560	29	factors	factor	NOUN
gssr-621	560	30	and	and	CCONJ
gssr-621	560	31	levels	level	NOUN
gssr-621	560	32	and	and	CCONJ
gssr-621	560	33	experimental	experimental	ADJ
gssr-621	560	34	design	design	NOUN
gssr-621	560	35	.	.	PUNCT
gssr-621	561	1	factors	factor	NOUN
gssr-621	561	2	are	be	AUX
gssr-621	561	3	variables	variable	NOUN
gssr-621	561	4	that	that	PRON
gssr-621	561	5	can	can	AUX
gssr-621	561	6	potentially	potentially	ADV
gssr-621	561	7	influence	influence	VERB
gssr-621	561	8	the	the	DET
gssr-621	561	9	process	process	NOUN
gssr-621	561	10	or	or	CCONJ
gssr-621	561	11	affect	affect	VERB
gssr-621	561	12	the	the	DET
gssr-621	561	13	response	response	NOUN
gssr-621	561	14	of	of	ADP
gssr-621	561	15	interest	interest	NOUN
gssr-621	561	16	.	.	PUNCT
gssr-621	562	1	these	these	PRON
gssr-621	562	2	may	may	AUX
gssr-621	562	3	include	include	VERB
gssr-621	562	4	process	process	NOUN
gssr-621	562	5	parameters	parameter	NOUN
gssr-621	562	6	,	,	PUNCT
gssr-621	562	7	input	input	NOUN
gssr-621	562	8	variables	variable	NOUN
gssr-621	562	9	,	,	PUNCT
gssr-621	562	10	or	or	CCONJ
gssr-621	562	11	environmental	environmental	ADJ
gssr-621	562	12	conditions	condition	NOUN
gssr-621	562	13	.	.	PUNCT
gssr-621	563	1	levels	level	NOUN
gssr-621	563	2	represent	represent	VERB
gssr-621	563	3	the	the	DET
gssr-621	563	4	specific	specific	ADJ
gssr-621	563	5	values	value	NOUN
gssr-621	563	6	or	or	CCONJ
gssr-621	563	7	settings	setting	NOUN
gssr-621	563	8	at	at	ADP
gssr-621	563	9	which	which	PRON
gssr-621	563	10	the	the	DET
gssr-621	563	11	factors	factor	NOUN
gssr-621	563	12	are	be	AUX
gssr-621	563	13	set	set	VERB
gssr-621	563	14	during	during	ADP
gssr-621	563	15	the	the	DET
gssr-621	563	16	experiment	experiment	NOUN
gssr-621	563	17	.	.	PUNCT
gssr-621	564	1	by	by	ADP
gssr-621	564	2	selecting	select	VERB
gssr-621	564	3	appropriate	appropriate	ADJ
gssr-621	564	4	factors	factor	NOUN
gssr-621	564	5	and	and	CCONJ
gssr-621	564	6	levels	level	NOUN
gssr-621	564	7	,	,	PUNCT
gssr-621	564	8	researchers	researcher	NOUN
gssr-621	564	9	can	can	AUX
gssr-621	564	10	investigate	investigate	VERB
gssr-621	564	11	the	the	DET
gssr-621	564	12	effect	effect	NOUN
gssr-621	564	13	of	of	ADP
gssr-621	564	14	each	each	DET
gssr-621	564	15	factor	factor	NOUN
gssr-621	564	16	on	on	ADP
gssr-621	564	17	the	the	DET
gssr-621	564	18	process	process	NOUN
gssr-621	564	19	and	and	CCONJ
gssr-621	564	20	identify	identify	VERB
gssr-621	564	21	optimal	optimal	ADJ
gssr-621	564	22	operating	operating	NOUN
gssr-621	564	23	conditions	condition	NOUN
gssr-621	564	24	.	.	PUNCT
gssr-621	565	1	experimental	experimental	ADJ
gssr-621	565	2	design	design	NOUN
gssr-621	565	3	involves	involve	VERB
gssr-621	565	4	planning	plan	VERB
gssr-621	565	5	the	the	DET
gssr-621	565	6	layout	layout	NOUN
gssr-621	565	7	of	of	ADP
gssr-621	565	8	the	the	DET
gssr-621	565	9	experiment	experiment	NOUN
gssr-621	565	10	to	to	PART
gssr-621	565	11	efficiently	efficiently	ADV
gssr-621	565	12	and	and	CCONJ
gssr-621	565	13	effectively	effectively	ADV
gssr-621	565	14	collect	collect	VERB
gssr-621	565	15	data	datum	NOUN
gssr-621	565	16	.	.	PUNCT
gssr-621	566	1	various	various	ADJ
gssr-621	566	2	designs	design	NOUN
gssr-621	566	3	,	,	PUNCT
gssr-621	566	4	such	such	ADJ
gssr-621	566	5	as	as	ADP
gssr-621	566	6	full	full	ADJ
gssr-621	566	7	factorial	factorial	ADJ
gssr-621	566	8	design	design	NOUN
gssr-621	566	9	,	,	PUNCT
gssr-621	566	10	fractional	fractional	ADJ
gssr-621	566	11	factorial	factorial	NOUN
gssr-621	566	12	design	design	NOUN
gssr-621	566	13	,	,	PUNCT
gssr-621	566	14	central	central	ADJ
gssr-621	566	15	composite	composite	ADJ
gssr-621	566	16	design	design	NOUN
gssr-621	566	17	,	,	PUNCT
gssr-621	566	18	and	and	CCONJ
gssr-621	566	19	taguchi	taguchi	PROPN
gssr-621	566	20	design	design	PROPN
gssr-621	566	21	,	,	PUNCT
gssr-621	566	22	are	be	AUX
gssr-621	566	23	available	available	ADJ
gssr-621	566	24	,	,	PUNCT
gssr-621	566	25	each	each	PRON
gssr-621	566	26	with	with	ADP
gssr-621	566	27	its	its	PRON
gssr-621	566	28	own	own	ADJ
gssr-621	566	29	advantages	advantage	NOUN
gssr-621	566	30	and	and	CCONJ
gssr-621	566	31	limitations	limitation	NOUN
gssr-621	566	32	.	.	PUNCT
gssr-621	567	1	the	the	DET
gssr-621	567	2	choice	choice	NOUN
gssr-621	567	3	of	of	ADP
gssr-621	567	4	design	design	NOUN
gssr-621	567	5	depends	depend	VERB
gssr-621	567	6	on	on	ADP
gssr-621	567	7	factors	factor	NOUN
gssr-621	567	8	such	such	ADJ
gssr-621	567	9	as	as	ADP
gssr-621	567	10	the	the	DET
gssr-621	567	11	number	number	NOUN
gssr-621	567	12	of	of	ADP
gssr-621	567	13	factors	factor	NOUN
gssr-621	567	14	,	,	PUNCT
gssr-621	567	15	desired	desire	VERB
gssr-621	567	16	resolution	resolution	NOUN
gssr-621	567	17	,	,	PUNCT
gssr-621	567	18	available	available	ADJ
gssr-621	567	19	resources	resource	NOUN
gssr-621	567	20	,	,	PUNCT
gssr-621	567	21	and	and	CCONJ
gssr-621	567	22	the	the	DET
gssr-621	567	23	need	need	NOUN
gssr-621	567	24	to	to	PART
gssr-621	567	25	estimate	estimate	VERB
gssr-621	567	26	interaction	interaction	NOUN
gssr-621	567	27	effects	effect	NOUN
gssr-621	567	28	.	.	PUNCT
gssr-621	568	1	a	a	DET
gssr-621	568	2	well	well	ADV
gssr-621	568	3	-	-	PUNCT
gssr-621	568	4	designed	design	VERB
gssr-621	568	5	experiment	experiment	NOUN
gssr-621	568	6	ensures	ensure	VERB
gssr-621	568	7	that	that	SCONJ
gssr-621	568	8	all	all	DET
gssr-621	568	9	relevant	relevant	ADJ
gssr-621	568	10	factors	factor	NOUN
gssr-621	568	11	are	be	AUX
gssr-621	568	12	systematically	systematically	ADV
gssr-621	568	13	varied	varied	ADJ
gssr-621	568	14	and	and	CCONJ
gssr-621	568	15	properly	properly	ADV
gssr-621	568	16	controlled	control	VERB
gssr-621	568	17	.	.	PUNCT
gssr-621	569	1	response	response	NOUN
gssr-621	569	2	variables	variable	NOUN
gssr-621	569	3	are	be	AUX
gssr-621	569	4	the	the	DET
gssr-621	569	5	outputs	output	NOUN
gssr-621	569	6	or	or	CCONJ
gssr-621	569	7	outcomes	outcome	NOUN
gssr-621	569	8	of	of	ADP
gssr-621	569	9	interest	interest	NOUN
gssr-621	569	10	that	that	PRON
gssr-621	569	11	reflect	reflect	VERB
gssr-621	569	12	the	the	DET
gssr-621	569	13	process	process	NOUN
gssr-621	569	14	performance	performance	NOUN
gssr-621	569	15	.	.	PUNCT
gssr-621	570	1	these	these	PRON
gssr-621	570	2	may	may	AUX
gssr-621	570	3	include	include	VERB
gssr-621	570	4	glucose	glucose	NOUN
gssr-621	570	5	yield	yield	NOUN
gssr-621	570	6	,	,	PUNCT
gssr-621	570	7	conversion	conversion	NOUN
gssr-621	570	8	efficiency	efficiency	NOUN
gssr-621	570	9	,	,	PUNCT
gssr-621	570	10	productivity	productivity	NOUN
gssr-621	570	11	,	,	PUNCT
gssr-621	570	12	or	or	CCONJ
gssr-621	570	13	other	other	ADJ
gssr-621	570	14	relevant	relevant	ADJ
gssr-621	570	15	parameters	parameter	NOUN
gssr-621	570	16	.	.	PUNCT
gssr-621	571	1	by	by	ADP
gssr-621	571	2	carefully	carefully	ADV
gssr-621	571	3	selecting	select	VERB
gssr-621	571	4	appropriate	appropriate	ADJ
gssr-621	571	5	response	response	NOUN
gssr-621	571	6	variables	variable	NOUN
gssr-621	571	7	,	,	PUNCT
gssr-621	571	8	researchers	researcher	NOUN
gssr-621	571	9	can	can	AUX
gssr-621	571	10	gain	gain	VERB
gssr-621	571	11	insights	insight	NOUN
gssr-621	571	12	into	into	ADP
gssr-621	571	13	the	the	DET
gssr-621	571	14	impact	impact	NOUN
gssr-621	571	15	of	of	ADP
gssr-621	571	16	the	the	DET
gssr-621	571	17	experimental	experimental	ADJ
gssr-621	571	18	factors	factor	NOUN
gssr-621	571	19	on	on	ADP
gssr-621	571	20	process	process	NOUN
gssr-621	571	21	performance	performance	NOUN
gssr-621	571	22	and	and	CCONJ
gssr-621	571	23	identify	identify	VERB
gssr-621	571	24	opportunities	opportunity	NOUN
gssr-621	571	25	for	for	ADP
gssr-621	571	26	improvement	improvement	NOUN
gssr-621	571	27	.	.	PUNCT
gssr-621	572	1	randomization	randomization	NOUN
gssr-621	572	2	involves	involve	VERB
gssr-621	572	3	assigning	assign	VERB
gssr-621	572	4	experimental	experimental	ADJ
gssr-621	572	5	runs	run	NOUN
gssr-621	572	6	to	to	ADP
gssr-621	572	7	random	random	ADJ
gssr-621	572	8	order	order	NOUN
gssr-621	572	9	to	to	PART
gssr-621	572	10	minimize	minimize	VERB
gssr-621	572	11	the	the	DET
gssr-621	572	12	influence	influence	NOUN
gssr-621	572	13	of	of	ADP
gssr-621	572	14	unknown	unknown	ADJ
gssr-621	572	15	or	or	CCONJ
gssr-621	572	16	uncontrollable	uncontrollable	ADJ
gssr-621	572	17	factors	factor	NOUN
gssr-621	572	18	.	.	PUNCT
gssr-621	573	1	randomization	randomization	NOUN
gssr-621	573	2	ensures	ensure	VERB
gssr-621	573	3	that	that	SCONJ
gssr-621	573	4	any	any	DET
gssr-621	573	5	systematic	systematic	ADJ
gssr-621	573	6	effects	effect	NOUN
gssr-621	573	7	or	or	CCONJ
gssr-621	573	8	biases	bias	NOUN
gssr-621	573	9	are	be	AUX
gssr-621	573	10	evenly	evenly	ADV
gssr-621	573	11	distributed	distribute	VERB
gssr-621	573	12	among	among	ADP
gssr-621	573	13	the	the	DET
gssr-621	573	14	experimental	experimental	ADJ
gssr-621	573	15	units	unit	NOUN
gssr-621	573	16	.	.	PUNCT
gssr-621	574	1	replication	replication	NOUN
gssr-621	574	2	,	,	PUNCT
gssr-621	574	3	on	on	ADP
gssr-621	574	4	the	the	DET
gssr-621	574	5	other	other	ADJ
gssr-621	574	6	hand	hand	NOUN
gssr-621	574	7	,	,	PUNCT
gssr-621	574	8	involves	involve	VERB
gssr-621	574	9	repeating	repeat	VERB
gssr-621	574	10	experimental	experimental	ADJ
gssr-621	574	11	runs	run	NOUN
gssr-621	574	12	to	to	PART
gssr-621	574	13	obtain	obtain	VERB
gssr-621	574	14	multiple	multiple	ADJ
gssr-621	574	15	observations	observation	NOUN
gssr-621	574	16	at	at	ADP
gssr-621	574	17	each	each	DET
gssr-621	574	18	combination	combination	NOUN
gssr-621	574	19	of	of	ADP
gssr-621	574	20	factor	factor	NOUN
gssr-621	574	21	levels	level	NOUN
gssr-621	574	22	.	.	PUNCT
gssr-621	575	1	replication	replication	NOUN
gssr-621	575	2	helps	helps	AUX
gssr-621	575	3	estimate	estimate	VERB
gssr-621	575	4	experimental	experimental	ADJ
gssr-621	575	5	error	error	NOUN
gssr-621	575	6	and	and	CCONJ
gssr-621	575	7	improve	improve	VERB
gssr-621	575	8	the	the	DET
gssr-621	575	9	precision	precision	NOUN
gssr-621	575	10	and	and	CCONJ
gssr-621	575	11	reliability	reliability	NOUN
gssr-621	575	12	of	of	ADP
gssr-621	575	13	the	the	DET
gssr-621	575	14	results	result	NOUN
gssr-621	575	15	.	.	PUNCT
gssr-621	576	1	once	once	SCONJ
gssr-621	576	2	the	the	DET
gssr-621	576	3	data	datum	NOUN
gssr-621	576	4	are	be	AUX
gssr-621	576	5	collected	collect	VERB
gssr-621	576	6	,	,	PUNCT
gssr-621	576	7	statistical	statistical	ADJ
gssr-621	576	8	analysis	analysis	NOUN
gssr-621	576	9	techniques	technique	NOUN
gssr-621	576	10	are	be	AUX
gssr-621	576	11	applied	apply	VERB
gssr-621	576	12	to	to	PART
gssr-621	576	13	determine	determine	VERB
gssr-621	576	14	the	the	DET
gssr-621	576	15	significance	significance	NOUN
gssr-621	576	16	of	of	ADP
gssr-621	576	17	factors	factor	NOUN
gssr-621	576	18	,	,	PUNCT
gssr-621	576	19	identify	identify	VERB
gssr-621	576	20	the	the	DET
gssr-621	576	21	most	most	ADV
gssr-621	576	22	influential	influential	ADJ
gssr-621	576	23	factors	factor	NOUN
gssr-621	576	24	,	,	PUNCT
gssr-621	576	25	and	and	CCONJ
gssr-621	576	26	quantify	quantify	VERB
gssr-621	576	27	their	their	PRON
gssr-621	576	28	effects	effect	NOUN
gssr-621	576	29	on	on	ADP
gssr-621	576	30	the	the	DET
gssr-621	576	31	response	response	NOUN
gssr-621	576	32	variables	variable	NOUN
gssr-621	576	33	.	.	PUNCT
gssr-621	577	1	analysis	analysis	NOUN
gssr-621	577	2	of	of	ADP
gssr-621	577	3	variance	variance	NOUN
gssr-621	577	4	(	(	PUNCT
gssr-621	577	5	anova	anova	PROPN
gssr-621	577	6	)	)	PUNCT
gssr-621	577	7	is	be	AUX
gssr-621	577	8	commonly	commonly	ADV
gssr-621	577	9	used	use	VERB
gssr-621	577	10	to	to	PART
gssr-621	577	11	assess	assess	VERB
gssr-621	577	12	the	the	DET
gssr-621	577	13	significance	significance	NOUN
gssr-621	577	14	of	of	ADP
gssr-621	577	15	the	the	DET
gssr-621	577	16	factors	factor	NOUN
gssr-621	577	17	and	and	CCONJ
gssr-621	577	18	their	their	PRON
gssr-621	577	19	interactions	interaction	NOUN
gssr-621	577	20	(	(	PUNCT
gssr-621	577	21	yassien	yassien	PROPN
gssr-621	577	22	&	&	CCONJ
gssr-621	577	23	jiman	jiman	PROPN
gssr-621	577	24	-	-	PUNCT
gssr-621	577	25	fatani	fatani	PROPN
gssr-621	577	26	,	,	PUNCT
gssr-621	577	27	2023	2023	NUM
gssr-621	577	28	)	)	PUNCT
gssr-621	577	29	.	.	PUNCT
gssr-621	578	1	regression	regression	NOUN
gssr-621	578	2	analysis	analysis	NOUN
gssr-621	578	3	is	be	AUX
gssr-621	578	4	also	also	ADV
gssr-621	578	5	employed	employ	VERB
gssr-621	578	6	to	to	PART
gssr-621	578	7	develop	develop	VERB
gssr-621	578	8	mathematical	mathematical	ADJ
gssr-621	578	9	models	model	NOUN
gssr-621	578	10	that	that	PRON
gssr-621	578	11	describe	describe	VERB
gssr-621	578	12	the	the	DET
gssr-621	578	13	relationship	relationship	NOUN
gssr-621	578	14	between	between	ADP
gssr-621	578	15	factors	factor	NOUN
gssr-621	578	16	and	and	CCONJ
gssr-621	578	17	responses	response	NOUN
gssr-621	578	18	,	,	PUNCT
gssr-621	578	19	allowing	allow	VERB
gssr-621	578	20	for	for	ADP
gssr-621	578	21	prediction	prediction	NOUN
gssr-621	578	22	and	and	CCONJ
gssr-621	578	23	optimization	optimization	NOUN
gssr-621	578	24	.	.	PUNCT
gssr-621	579	1	doe	doe	NOUN
gssr-621	579	2	provides	provide	VERB
gssr-621	579	3	valuable	valuable	ADJ
gssr-621	579	4	insights	insight	NOUN
gssr-621	579	5	into	into	ADP
gssr-621	579	6	the	the	DET
gssr-621	579	7	process	process	NOUN
gssr-621	579	8	behavior	behavior	NOUN
gssr-621	579	9	and	and	CCONJ
gssr-621	579	10	identifies	identify	VERB
gssr-621	579	11	optimal	optimal	ADJ
gssr-621	579	12	process	process	NOUN
gssr-621	579	13	settings	setting	NOUN
gssr-621	579	14	.	.	PUNCT
gssr-621	580	1	by	by	ADP
gssr-621	580	2	analyzing	analyze	VERB
gssr-621	580	3	the	the	DET
gssr-621	580	4	experimental	experimental	ADJ
gssr-621	580	5	data	datum	NOUN
gssr-621	580	6	,	,	PUNCT
gssr-621	580	7	researchers	researcher	NOUN
gssr-621	580	8	can	can	AUX
gssr-621	580	9	identify	identify	VERB
gssr-621	580	10	significant	significant	ADJ
gssr-621	580	11	factors	factor	NOUN
gssr-621	580	12	,	,	PUNCT
gssr-621	580	13	determine	determine	VERB
gssr-621	580	14	optimal	optimal	ADJ
gssr-621	580	15	factor	factor	NOUN
gssr-621	580	16	settings	setting	NOUN
gssr-621	580	17	,	,	PUNCT
gssr-621	580	18	and	and	CCONJ
gssr-621	580	19	understand	understand	VERB
gssr-621	580	20	the	the	DET
gssr-621	580	21	interactions	interaction	NOUN
gssr-621	580	22	between	between	ADP
gssr-621	580	23	factors	factor	NOUN
gssr-621	580	24	.	.	PUNCT
gssr-621	581	1	these	these	DET
gssr-621	581	2	insights	insight	NOUN
gssr-621	581	3	enable	enable	VERB
gssr-621	581	4	process	process	NOUN
gssr-621	581	5	optimization	optimization	NOUN
gssr-621	581	6	,	,	PUNCT
gssr-621	581	7	facilitate	facilitate	VERB
gssr-621	581	8	decision	decision	NOUN
gssr-621	581	9	-	-	PUNCT
gssr-621	581	10	making	making	NOUN
gssr-621	581	11	,	,	PUNCT
gssr-621	581	12	and	and	CCONJ
gssr-621	581	13	guide	guide	VERB
gssr-621	581	14	subsequent	subsequent	ADJ
gssr-621	581	15	experiments	experiment	NOUN
gssr-621	581	16	or	or	CCONJ
gssr-621	581	17	process	process	NOUN
gssr-621	581	18	improvements	improvement	NOUN
gssr-621	581	19	.	.	PUNCT
gssr-621	582	1	doe	doe	NOUN
gssr-621	582	2	helps	help	VERB
gssr-621	582	3	optimize	optimize	VERB
gssr-621	582	4	the	the	DET
gssr-621	582	5	use	use	NOUN
gssr-621	582	6	of	of	ADP
gssr-621	582	7	available	available	ADJ
gssr-621	582	8	resources	resource	NOUN
gssr-621	582	9	by	by	ADP
gssr-621	582	10	reducing	reduce	VERB
gssr-621	582	11	the	the	DET
gssr-621	582	12	number	number	NOUN
gssr-621	582	13	of	of	ADP
gssr-621	582	14	experimental	experimental	ADJ
gssr-621	582	15	runs	run	NOUN
gssr-621	582	16	needed	need	VERB
gssr-621	582	17	to	to	PART
gssr-621	582	18	obtain	obtain	VERB
gssr-621	582	19	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	582	20	global	global	ADJ
gssr-621	582	21	sustainability	sustainability	NOUN
gssr-621	582	22	research	research	NOUN
gssr-621	582	23	global	global	ADJ
gssr-621	582	24	scientific	scientific	ADJ
gssr-621	582	25	research	research	NOUN
gssr-621	582	26	101	101	NUM
gssr-621	582	27	meaningful	meaningful	ADJ
gssr-621	582	28	results	result	NOUN
gssr-621	582	29	.	.	PUNCT
gssr-621	583	1	by	by	ADP
gssr-621	583	2	strategically	strategically	ADV
gssr-621	583	3	selecting	select	VERB
gssr-621	583	4	factor	factor	NOUN
gssr-621	583	5	levels	level	NOUN
gssr-621	583	6	and	and	CCONJ
gssr-621	583	7	employing	employ	VERB
gssr-621	583	8	efficient	efficient	ADJ
gssr-621	583	9	experimental	experimental	ADJ
gssr-621	583	10	designs	design	NOUN
gssr-621	583	11	,	,	PUNCT
gssr-621	583	12	researchers	researcher	NOUN
gssr-621	583	13	can	can	AUX
gssr-621	583	14	achieve	achieve	VERB
gssr-621	583	15	a	a	DET
gssr-621	583	16	high	high	ADJ
gssr-621	583	17	degree	degree	NOUN
gssr-621	583	18	of	of	ADP
gssr-621	583	19	information	information	NOUN
gssr-621	583	20	with	with	ADP
gssr-621	583	21	a	a	DET
gssr-621	583	22	minimal	minimal	ADJ
gssr-621	583	23	number	number	NOUN
gssr-621	583	24	of	of	ADP
gssr-621	583	25	experiments	experiment	NOUN
gssr-621	583	26	.	.	PUNCT
gssr-621	584	1	this	this	DET
gssr-621	584	2	results	result	VERB
gssr-621	584	3	in	in	ADP
gssr-621	584	4	significant	significant	ADJ
gssr-621	584	5	time	time	NOUN
gssr-621	584	6	and	and	CCONJ
gssr-621	584	7	cost	cost	NOUN
gssr-621	584	8	savings	saving	NOUN
gssr-621	584	9	compared	compare	VERB
gssr-621	584	10	to	to	ADP
gssr-621	584	11	a	a	DET
gssr-621	584	12	traditional	traditional	ADJ
gssr-621	584	13	one	one	NUM
gssr-621	584	14	-	-	PUNCT
gssr-621	584	15	factor	factor	NOUN
gssr-621	584	16	-	-	PUNCT
gssr-621	584	17	at	at	ADP
gssr-621	584	18	-	-	PUNCT
gssr-621	584	19	a	a	DET
gssr-621	584	20	-	-	PUNCT
gssr-621	584	21	time	time	NOUN
gssr-621	584	22	approach	approach	NOUN
gssr-621	584	23	.	.	PUNCT
gssr-621	585	1	the	the	DET
gssr-621	585	2	statistical	statistical	ADJ
gssr-621	585	3	design	design	NOUN
gssr-621	585	4	of	of	ADP
gssr-621	585	5	experiments	experiment	NOUN
gssr-621	585	6	is	be	AUX
gssr-621	585	7	a	a	DET
gssr-621	585	8	powerful	powerful	ADJ
gssr-621	585	9	tool	tool	NOUN
gssr-621	585	10	for	for	ADP
gssr-621	585	11	understanding	understanding	NOUN
gssr-621	585	12	and	and	CCONJ
gssr-621	585	13	optimizing	optimize	VERB
gssr-621	585	14	glucose	glucose	NOUN
gssr-621	585	15	production	production	NOUN
gssr-621	585	16	processes	process	NOUN
gssr-621	585	17	.	.	PUNCT
gssr-621	586	1	by	by	ADP
gssr-621	586	2	systematically	systematically	ADV
gssr-621	586	3	varying	vary	VERB
gssr-621	586	4	factors	factor	NOUN
gssr-621	586	5	,	,	PUNCT
gssr-621	586	6	selecting	select	VERB
gssr-621	586	7	appropriate	appropriate	ADJ
gssr-621	586	8	designs	design	NOUN
gssr-621	586	9	,	,	PUNCT
gssr-621	586	10	and	and	CCONJ
gssr-621	586	11	applying	apply	VERB
gssr-621	586	12	statistical	statistical	ADJ
gssr-621	586	13	analysis	analysis	NOUN
gssr-621	586	14	,	,	PUNCT
gssr-621	586	15	researchers	researcher	NOUN
gssr-621	586	16	can	can	AUX
gssr-621	586	17	identify	identify	VERB
gssr-621	586	18	optimal	optimal	ADJ
gssr-621	586	19	process	process	NOUN
gssr-621	586	20	conditions	condition	NOUN
gssr-621	586	21	,	,	PUNCT
gssr-621	586	22	uncover	uncover	VERB
gssr-621	586	23	relationships	relationship	NOUN
gssr-621	586	24	between	between	ADP
gssr-621	586	25	variables	variable	NOUN
gssr-621	586	26	,	,	PUNCT
gssr-621	586	27	and	and	CCONJ
gssr-621	586	28	make	make	VERB
gssr-621	586	29	informed	informed	ADJ
gssr-621	586	30	decisions	decision	NOUN
gssr-621	586	31	to	to	PART
gssr-621	586	32	improve	improve	VERB
gssr-621	586	33	glucose	glucose	NOUN
gssr-621	586	34	production	production	NOUN
gssr-621	586	35	efficiency	efficiency	NOUN
gssr-621	586	36	,	,	PUNCT
gssr-621	586	37	yield	yield	NOUN
gssr-621	586	38	,	,	PUNCT
gssr-621	586	39	and	and	CCONJ
gssr-621	586	40	quality	quality	NOUN
gssr-621	586	41	.	.	PUNCT
gssr-621	587	1	response	response	NOUN
gssr-621	587	2	surface	surface	NOUN
gssr-621	587	3	methodology	methodology	NOUN
gssr-621	587	4	response	response	NOUN
gssr-621	587	5	surface	surface	NOUN
gssr-621	587	6	methodology	methodology	NOUN
gssr-621	587	7	(	(	PUNCT
gssr-621	587	8	rsm	rsm	NOUN
gssr-621	587	9	)	)	PUNCT
gssr-621	587	10	is	be	AUX
gssr-621	587	11	a	a	DET
gssr-621	587	12	statistical	statistical	ADJ
gssr-621	587	13	and	and	CCONJ
gssr-621	587	14	mathematical	mathematical	ADJ
gssr-621	587	15	modeling	modeling	NOUN
gssr-621	587	16	technique	technique	NOUN
gssr-621	587	17	used	use	VERB
gssr-621	587	18	to	to	PART
gssr-621	587	19	optimize	optimize	VERB
gssr-621	587	20	process	process	NOUN
gssr-621	587	21	parameters	parameter	NOUN
gssr-621	587	22	and	and	CCONJ
gssr-621	587	23	understand	understand	VERB
gssr-621	587	24	the	the	DET
gssr-621	587	25	relationship	relationship	NOUN
gssr-621	587	26	between	between	ADP
gssr-621	587	27	multiple	multiple	ADJ
gssr-621	587	28	variables	variable	NOUN
gssr-621	587	29	and	and	CCONJ
gssr-621	587	30	a	a	DET
gssr-621	587	31	response	response	NOUN
gssr-621	587	32	of	of	ADP
gssr-621	587	33	interest	interest	NOUN
gssr-621	587	34	.	.	PUNCT
gssr-621	588	1	rsm	rsm	PROPN
gssr-621	588	2	provides	provide	VERB
gssr-621	588	3	a	a	DET
gssr-621	588	4	systematic	systematic	ADJ
gssr-621	588	5	approach	approach	NOUN
gssr-621	588	6	to	to	PART
gssr-621	588	7	analyze	analyze	VERB
gssr-621	588	8	and	and	CCONJ
gssr-621	588	9	optimize	optimize	VERB
gssr-621	588	10	complex	complex	ADJ
gssr-621	588	11	processes	process	NOUN
gssr-621	588	12	by	by	ADP
gssr-621	588	13	constructing	construct	VERB
gssr-621	588	14	a	a	DET
gssr-621	588	15	response	response	NOUN
gssr-621	588	16	surface	surface	NOUN
gssr-621	588	17	model	model	NOUN
gssr-621	588	18	based	base	VERB
gssr-621	588	19	on	on	ADP
gssr-621	588	20	experimental	experimental	ADJ
gssr-621	588	21	data	datum	NOUN
gssr-621	588	22	(	(	PUNCT
gssr-621	588	23	riaukaite	riaukaite	NOUN
gssr-621	588	24	et	et	PROPN
gssr-621	588	25	al	al	PROPN
gssr-621	588	26	.	.	PROPN
gssr-621	588	27	,	,	PUNCT
gssr-621	588	28	2019	2019	NUM
gssr-621	588	29	)	)	PUNCT
gssr-621	588	30	.	.	PUNCT
gssr-621	589	1	this	this	DET
gssr-621	589	2	model	model	NOUN
gssr-621	589	3	enables	enable	VERB
gssr-621	589	4	researchers	researcher	NOUN
gssr-621	589	5	to	to	PART
gssr-621	589	6	predict	predict	VERB
gssr-621	589	7	and	and	CCONJ
gssr-621	589	8	optimize	optimize	VERB
gssr-621	589	9	the	the	DET
gssr-621	589	10	response	response	NOUN
gssr-621	589	11	within	within	ADP
gssr-621	589	12	the	the	DET
gssr-621	589	13	experimental	experimental	ADJ
gssr-621	589	14	domain	domain	NOUN
gssr-621	589	15	and	and	CCONJ
gssr-621	589	16	identify	identify	VERB
gssr-621	589	17	the	the	DET
gssr-621	589	18	optimal	optimal	ADJ
gssr-621	589	19	factor	factor	NOUN
gssr-621	589	20	settings	setting	NOUN
gssr-621	589	21	for	for	ADP
gssr-621	589	22	process	process	NOUN
gssr-621	589	23	improvement	improvement	NOUN
gssr-621	589	24	.	.	PUNCT
gssr-621	590	1	some	some	DET
gssr-621	590	2	key	key	ADJ
gssr-621	590	3	components	component	NOUN
gssr-621	590	4	and	and	CCONJ
gssr-621	590	5	benefits	benefit	NOUN
gssr-621	590	6	of	of	ADP
gssr-621	590	7	rsm	rsm	PROPN
gssr-621	590	8	includes	include	VERB
gssr-621	590	9	experimental	experimental	ADJ
gssr-621	590	10	design	design	NOUN
gssr-621	590	11	,	,	PUNCT
gssr-621	590	12	response	response	NOUN
gssr-621	590	13	surface	surface	NOUN
gssr-621	590	14	model	model	NOUN
gssr-621	590	15	,	,	PUNCT
gssr-621	590	16	model	model	NOUN
gssr-621	590	17	fitting	fitting	ADJ
gssr-621	590	18	and	and	CCONJ
gssr-621	590	19	analysis	analysis	NOUN
gssr-621	590	20	,	,	PUNCT
gssr-621	590	21	optimization	optimization	NOUN
gssr-621	590	22	,	,	PUNCT
gssr-621	590	23	sensitivity	sensitivity	NOUN
gssr-621	590	24	analysis	analysis	NOUN
gssr-621	590	25	,	,	PUNCT
gssr-621	590	26	validation	validation	NOUN
gssr-621	590	27	and	and	CCONJ
gssr-621	590	28	verification	verification	NOUN
gssr-621	590	29	,	,	PUNCT
gssr-621	590	30	and	and	CCONJ
gssr-621	590	31	robustness	robustness	NOUN
gssr-621	590	32	analysis	analysis	NOUN
gssr-621	590	33	.	.	PUNCT
gssr-621	591	1	rsm	rsm	PROPN
gssr-621	591	2	typically	typically	ADV
gssr-621	591	3	involves	involve	VERB
gssr-621	591	4	a	a	DET
gssr-621	591	5	series	series	NOUN
gssr-621	591	6	of	of	ADP
gssr-621	591	7	carefully	carefully	ADV
gssr-621	591	8	planned	plan	VERB
gssr-621	591	9	experiments	experiment	NOUN
gssr-621	591	10	,	,	PUNCT
gssr-621	591	11	often	often	ADV
gssr-621	591	12	using	use	VERB
gssr-621	591	13	a	a	DET
gssr-621	591	14	design	design	NOUN
gssr-621	591	15	matrix	matrix	NOUN
gssr-621	591	16	such	such	ADJ
gssr-621	591	17	as	as	ADP
gssr-621	591	18	a	a	DET
gssr-621	591	19	central	central	ADJ
gssr-621	591	20	composite	composite	ADJ
gssr-621	591	21	design	design	NOUN
gssr-621	591	22	(	(	PUNCT
gssr-621	591	23	ccd	ccd	NOUN
gssr-621	591	24	)	)	PUNCT
gssr-621	591	25	or	or	CCONJ
gssr-621	591	26	box	box	NOUN
gssr-621	591	27	-	-	PUNCT
gssr-621	591	28	behnken	behnken	VERB
gssr-621	591	29	design	design	NOUN
gssr-621	591	30	(	(	PUNCT
gssr-621	591	31	uchegbu	uchegbu	NOUN
gssr-621	591	32	et	et	PROPN
gssr-621	591	33	al	al	PROPN
gssr-621	591	34	.	.	PROPN
gssr-621	591	35	,	,	PUNCT
gssr-621	591	36	2022	2022	NUM
gssr-621	591	37	)	)	PUNCT
gssr-621	591	38	.	.	PUNCT
gssr-621	592	1	the	the	DET
gssr-621	592	2	experimental	experimental	ADJ
gssr-621	592	3	design	design	NOUN
gssr-621	592	4	includes	include	VERB
gssr-621	592	5	a	a	DET
gssr-621	592	6	set	set	NOUN
gssr-621	592	7	of	of	ADP
gssr-621	592	8	predetermined	predetermine	VERB
gssr-621	592	9	factor	factor	NOUN
gssr-621	592	10	levels	level	NOUN
gssr-621	592	11	that	that	PRON
gssr-621	592	12	represent	represent	VERB
gssr-621	592	13	the	the	DET
gssr-621	592	14	range	range	NOUN
gssr-621	592	15	of	of	ADP
gssr-621	592	16	values	value	NOUN
gssr-621	592	17	for	for	ADP
gssr-621	592	18	each	each	DET
gssr-621	592	19	factor	factor	NOUN
gssr-621	592	20	.	.	PUNCT
gssr-621	593	1	these	these	DET
gssr-621	593	2	experiments	experiment	NOUN
gssr-621	593	3	are	be	AUX
gssr-621	593	4	conducted	conduct	VERB
gssr-621	593	5	to	to	PART
gssr-621	593	6	obtain	obtain	VERB
gssr-621	593	7	response	response	NOUN
gssr-621	593	8	data	datum	NOUN
gssr-621	593	9	at	at	ADP
gssr-621	593	10	different	different	ADJ
gssr-621	593	11	factor	factor	NOUN
gssr-621	593	12	combinations	combination	NOUN
gssr-621	593	13	to	to	PART
gssr-621	593	14	capture	capture	VERB
gssr-621	593	15	the	the	DET
gssr-621	593	16	curvature	curvature	NOUN
gssr-621	593	17	and	and	CCONJ
gssr-621	593	18	interaction	interaction	NOUN
gssr-621	593	19	effects	effect	NOUN
gssr-621	593	20	.	.	PUNCT
gssr-621	594	1	a	a	DET
gssr-621	594	2	response	response	NOUN
gssr-621	594	3	surface	surface	NOUN
gssr-621	594	4	model	model	NOUN
gssr-621	594	5	is	be	AUX
gssr-621	594	6	constructed	construct	VERB
gssr-621	594	7	using	use	VERB
gssr-621	594	8	regression	regression	NOUN
gssr-621	594	9	analysis	analysis	NOUN
gssr-621	594	10	to	to	PART
gssr-621	594	11	fit	fit	VERB
gssr-621	594	12	a	a	DET
gssr-621	594	13	mathematical	mathematical	ADJ
gssr-621	594	14	equation	equation	NOUN
gssr-621	594	15	that	that	PRON
gssr-621	594	16	describes	describe	VERB
gssr-621	594	17	the	the	DET
gssr-621	594	18	relationship	relationship	NOUN
gssr-621	594	19	between	between	ADP
gssr-621	594	20	the	the	DET
gssr-621	594	21	response	response	NOUN
gssr-621	594	22	variable	variable	NOUN
gssr-621	594	23	and	and	CCONJ
gssr-621	594	24	the	the	DET
gssr-621	594	25	factors	factor	NOUN
gssr-621	594	26	.	.	PUNCT
gssr-621	595	1	the	the	DET
gssr-621	595	2	model	model	NOUN
gssr-621	595	3	can	can	AUX
gssr-621	595	4	be	be	AUX
gssr-621	595	5	a	a	DET
gssr-621	595	6	linear	linear	ADJ
gssr-621	595	7	,	,	PUNCT
gssr-621	595	8	quadratic	quadratic	ADJ
gssr-621	595	9	,	,	PUNCT
gssr-621	595	10	or	or	CCONJ
gssr-621	595	11	higher	high	ADJ
gssr-621	595	12	-	-	PUNCT
gssr-621	595	13	order	order	NOUN
gssr-621	595	14	polynomial	polynomial	ADJ
gssr-621	595	15	equation	equation	NOUN
gssr-621	595	16	,	,	PUNCT
gssr-621	595	17	depending	depend	VERB
gssr-621	595	18	on	on	ADP
gssr-621	595	19	the	the	DET
gssr-621	595	20	complexity	complexity	NOUN
gssr-621	595	21	of	of	ADP
gssr-621	595	22	the	the	DET
gssr-621	595	23	process	process	NOUN
gssr-621	595	24	and	and	CCONJ
gssr-621	595	25	the	the	DET
gssr-621	595	26	observed	observed	ADJ
gssr-621	595	27	data	datum	NOUN
gssr-621	595	28	(	(	PUNCT
gssr-621	595	29	jamil	jamil	PROPN
gssr-621	595	30	&	&	CCONJ
gssr-621	595	31	wang	wang	PROPN
gssr-621	595	32	,	,	PUNCT
gssr-621	595	33	2016	2016	NUM
gssr-621	595	34	;	;	PUNCT
gssr-621	595	35	uchegbu	uchegbu	NOUN
gssr-621	595	36	et	et	PROPN
gssr-621	595	37	al	al	PROPN
gssr-621	595	38	.	.	PROPN
gssr-621	595	39	,	,	PUNCT
gssr-621	595	40	2022	2022	NUM
gssr-621	595	41	)	)	PUNCT
gssr-621	595	42	.	.	PUNCT
gssr-621	596	1	the	the	DET
gssr-621	596	2	model	model	NOUN
gssr-621	596	3	captures	capture	VERB
gssr-621	596	4	the	the	DET
gssr-621	596	5	main	main	ADJ
gssr-621	596	6	effects	effect	NOUN
gssr-621	596	7	of	of	ADP
gssr-621	596	8	factors	factor	NOUN
gssr-621	596	9	,	,	PUNCT
gssr-621	596	10	interaction	interaction	NOUN
gssr-621	596	11	effects	effect	NOUN
gssr-621	596	12	,	,	PUNCT
gssr-621	596	13	and	and	CCONJ
gssr-621	596	14	curvature	curvature	NOUN
gssr-621	596	15	effects	effect	NOUN
gssr-621	596	16	,	,	PUNCT
gssr-621	596	17	allowing	allow	VERB
gssr-621	596	18	for	for	ADP
gssr-621	596	19	response	response	NOUN
gssr-621	596	20	prediction	prediction	NOUN
gssr-621	596	21	and	and	CCONJ
gssr-621	596	22	optimization	optimization	NOUN
gssr-621	596	23	.	.	PUNCT
gssr-621	597	1	statistical	statistical	ADJ
gssr-621	597	2	techniques	technique	NOUN
gssr-621	597	3	such	such	ADJ
gssr-621	597	4	as	as	ADP
gssr-621	597	5	regression	regression	NOUN
gssr-621	597	6	analysis	analysis	NOUN
gssr-621	597	7	,	,	PUNCT
gssr-621	597	8	analysis	analysis	NOUN
gssr-621	597	9	of	of	ADP
gssr-621	597	10	variance	variance	NOUN
gssr-621	597	11	(	(	PUNCT
gssr-621	597	12	anova	anova	PROPN
gssr-621	597	13	)	)	PUNCT
gssr-621	597	14	(	(	PUNCT
gssr-621	597	15	yassien	yassien	PROPN
gssr-621	597	16	&	&	CCONJ
gssr-621	597	17	jiman	jiman	PROPN
gssr-621	597	18	-	-	PUNCT
gssr-621	597	19	fatani	fatani	PROPN
gssr-621	597	20	,	,	PUNCT
gssr-621	597	21	2023	2023	NUM
gssr-621	597	22	)	)	PUNCT
gssr-621	597	23	,	,	PUNCT
gssr-621	597	24	and	and	CCONJ
gssr-621	597	25	model	model	NOUN
gssr-621	597	26	diagnostics	diagnostic	NOUN
gssr-621	597	27	are	be	AUX
gssr-621	597	28	employed	employ	VERB
gssr-621	597	29	to	to	PART
gssr-621	597	30	fit	fit	VERB
gssr-621	597	31	the	the	DET
gssr-621	597	32	response	response	NOUN
gssr-621	597	33	surface	surface	NOUN
gssr-621	597	34	model	model	NOUN
gssr-621	597	35	to	to	ADP
gssr-621	597	36	the	the	DET
gssr-621	597	37	experimental	experimental	ADJ
gssr-621	597	38	data	datum	NOUN
gssr-621	597	39	.	.	PUNCT
gssr-621	598	1	the	the	DET
gssr-621	598	2	model	model	NOUN
gssr-621	598	3	's	's	PART
gssr-621	598	4	goodness	goodness	NOUN
gssr-621	598	5	-	-	PUNCT
gssr-621	598	6	of	of	ADP
gssr-621	598	7	-	-	PUNCT
gssr-621	598	8	fit	fit	NOUN
gssr-621	598	9	is	be	AUX
gssr-621	598	10	assessed	assess	VERB
gssr-621	598	11	using	use	VERB
gssr-621	598	12	statistical	statistical	ADJ
gssr-621	598	13	metrics	metric	NOUN
gssr-621	598	14	such	such	ADJ
gssr-621	598	15	as	as	ADP
gssr-621	598	16	r	r	NOUN
gssr-621	598	17	-	-	PUNCT
gssr-621	598	18	squared	square	VERB
gssr-621	598	19	,	,	PUNCT
gssr-621	598	20	lack	lack	NOUN
gssr-621	598	21	-	-	PUNCT
gssr-621	598	22	of	of	ADP
gssr-621	598	23	-	-	PUNCT
gssr-621	598	24	fit	fit	NOUN
gssr-621	598	25	test	test	NOUN
gssr-621	598	26	,	,	PUNCT
gssr-621	598	27	and	and	CCONJ
gssr-621	598	28	residual	residual	ADJ
gssr-621	598	29	analysis	analysis	NOUN
gssr-621	598	30	.	.	PUNCT
gssr-621	599	1	these	these	DET
gssr-621	599	2	analyses	analysis	NOUN
gssr-621	599	3	help	help	VERB
gssr-621	599	4	evaluate	evaluate	VERB
gssr-621	599	5	the	the	DET
gssr-621	599	6	significance	significance	NOUN
gssr-621	599	7	of	of	ADP
gssr-621	599	8	factors	factor	NOUN
gssr-621	599	9	,	,	PUNCT
gssr-621	599	10	identify	identify	VERB
gssr-621	599	11	important	important	ADJ
gssr-621	599	12	variables	variable	NOUN
gssr-621	599	13	,	,	PUNCT
gssr-621	599	14	and	and	CCONJ
gssr-621	599	15	assess	assess	VERB
gssr-621	599	16	the	the	DET
gssr-621	599	17	model	model	NOUN
gssr-621	599	18	's	's	PART
gssr-621	599	19	reliability	reliability	NOUN
gssr-621	599	20	.	.	PUNCT
gssr-621	600	1	once	once	SCONJ
gssr-621	600	2	the	the	DET
gssr-621	600	3	response	response	NOUN
gssr-621	600	4	surface	surface	NOUN
gssr-621	600	5	model	model	NOUN
gssr-621	600	6	is	be	AUX
gssr-621	600	7	developed	develop	VERB
gssr-621	600	8	and	and	CCONJ
gssr-621	600	9	validated	validate	VERB
gssr-621	600	10	,	,	PUNCT
gssr-621	600	11	optimization	optimization	NOUN
gssr-621	600	12	techniques	technique	NOUN
gssr-621	600	13	are	be	AUX
gssr-621	600	14	applied	apply	VERB
gssr-621	600	15	to	to	PART
gssr-621	600	16	identify	identify	VERB
gssr-621	600	17	the	the	DET
gssr-621	600	18	optimal	optimal	ADJ
gssr-621	600	19	factor	factor	NOUN
gssr-621	600	20	settings	setting	NOUN
gssr-621	600	21	that	that	PRON
gssr-621	600	22	maximize	maximize	VERB
gssr-621	600	23	the	the	DET
gssr-621	600	24	desired	desire	VERB
gssr-621	600	25	response	response	NOUN
gssr-621	600	26	.	.	PUNCT
gssr-621	601	1	optimization	optimization	NOUN
gssr-621	601	2	methods	method	NOUN
gssr-621	601	3	such	such	ADJ
gssr-621	601	4	as	as	ADP
gssr-621	601	5	response	response	NOUN
gssr-621	601	6	surface	surface	NOUN
gssr-621	601	7	optimization	optimization	NOUN
gssr-621	601	8	,	,	PUNCT
gssr-621	601	9	desirability	desirability	NOUN
gssr-621	601	10	function	function	NOUN
gssr-621	601	11	approach	approach	NOUN
gssr-621	601	12	,	,	PUNCT
gssr-621	601	13	or	or	CCONJ
gssr-621	601	14	numerical	numerical	ADJ
gssr-621	601	15	optimization	optimization	NOUN
gssr-621	601	16	algorithms	algorithm	NOUN
gssr-621	601	17	are	be	AUX
gssr-621	601	18	employed	employ	VERB
gssr-621	601	19	to	to	PART
gssr-621	601	20	determine	determine	VERB
gssr-621	601	21	the	the	DET
gssr-621	601	22	factor	factor	NOUN
gssr-621	601	23	levels	level	NOUN
gssr-621	601	24	that	that	PRON
gssr-621	601	25	yield	yield	VERB
gssr-621	601	26	the	the	DET
gssr-621	601	27	highest	high	ADJ
gssr-621	601	28	response	response	NOUN
gssr-621	601	29	value	value	NOUN
gssr-621	601	30	(	(	PUNCT
gssr-621	601	31	uchegbu	uchegbu	NOUN
gssr-621	601	32	et	et	PROPN
gssr-621	601	33	al	al	PROPN
gssr-621	601	34	.	.	PROPN
gssr-621	601	35	,	,	PUNCT
gssr-621	601	36	2022	2022	NUM
gssr-621	601	37	)	)	PUNCT
gssr-621	601	38	.	.	PUNCT
gssr-621	602	1	optimization	optimization	NOUN
gssr-621	602	2	enables	enable	VERB
gssr-621	602	3	process	process	NOUN
gssr-621	602	4	improvement	improvement	NOUN
gssr-621	602	5	by	by	ADP
gssr-621	602	6	identifying	identify	VERB
gssr-621	602	7	the	the	DET
gssr-621	602	8	optimal	optimal	ADJ
gssr-621	602	9	operating	operating	NOUN
gssr-621	602	10	conditions	condition	NOUN
gssr-621	602	11	.	.	PUNCT
gssr-621	603	1	rsm	rsm	PROPN
gssr-621	603	2	facilitates	facilitate	VERB
gssr-621	603	3	sensitivity	sensitivity	NOUN
gssr-621	603	4	analysis	analysis	NOUN
gssr-621	603	5	to	to	PART
gssr-621	603	6	assess	assess	VERB
gssr-621	603	7	the	the	DET
gssr-621	603	8	impact	impact	NOUN
gssr-621	603	9	of	of	ADP
gssr-621	603	10	factors	factor	NOUN
gssr-621	603	11	on	on	ADP
gssr-621	603	12	the	the	DET
gssr-621	603	13	response	response	NOUN
gssr-621	603	14	variable	variable	NOUN
gssr-621	603	15	and	and	CCONJ
gssr-621	603	16	identify	identify	VERB
gssr-621	603	17	critical	critical	ADJ
gssr-621	603	18	process	process	NOUN
gssr-621	603	19	variables	variable	NOUN
gssr-621	603	20	.	.	PUNCT
gssr-621	604	1	sensitivity	sensitivity	NOUN
gssr-621	604	2	analysis	analysis	NOUN
gssr-621	604	3	helps	help	VERB
gssr-621	604	4	researchers	researcher	NOUN
gssr-621	604	5	understand	understand	VERB
gssr-621	604	6	the	the	DET
gssr-621	604	7	relative	relative	ADJ
gssr-621	604	8	importance	importance	NOUN
gssr-621	604	9	of	of	ADP
gssr-621	604	10	factors	factor	NOUN
gssr-621	604	11	and	and	CCONJ
gssr-621	604	12	prioritize	prioritize	VERB
gssr-621	604	13	their	their	PRON
gssr-621	604	14	optimization	optimization	NOUN
gssr-621	604	15	efforts	effort	NOUN
gssr-621	604	16	(	(	PUNCT
gssr-621	604	17	muhammad	muhammad	PROPN
gssr-621	604	18	et	et	PROPN
gssr-621	604	19	al	al	PROPN
gssr-621	604	20	.	.	PROPN
gssr-621	604	21	,	,	PUNCT
gssr-621	604	22	2022	2022	NUM
gssr-621	604	23	)	)	PUNCT
gssr-621	604	24	.	.	PUNCT
gssr-621	605	1	it	it	PRON
gssr-621	605	2	also	also	ADV
gssr-621	605	3	assists	assist	VERB
gssr-621	605	4	in	in	ADP
gssr-621	605	5	understanding	understand	VERB
gssr-621	605	6	the	the	DET
gssr-621	605	7	interactions	interaction	NOUN
gssr-621	605	8	between	between	ADP
gssr-621	605	9	factors	factor	NOUN
gssr-621	605	10	and	and	CCONJ
gssr-621	605	11	their	their	PRON
gssr-621	605	12	effects	effect	NOUN
gssr-621	605	13	on	on	ADP
gssr-621	605	14	the	the	DET
gssr-621	605	15	response	response	NOUN
gssr-621	605	16	,	,	PUNCT
gssr-621	605	17	guiding	guide	VERB
gssr-621	605	18	the	the	DET
gssr-621	605	19	selection	selection	NOUN
gssr-621	605	20	of	of	ADP
gssr-621	605	21	factors	factor	NOUN
gssr-621	605	22	for	for	ADP
gssr-621	605	23	further	further	ADJ
gssr-621	605	24	investigation	investigation	NOUN
gssr-621	605	25	(	(	PUNCT
gssr-621	605	26	riaukaite	riaukaite	NOUN
gssr-621	605	27	et	et	PROPN
gssr-621	605	28	al	al	PROPN
gssr-621	605	29	.	.	PROPN
gssr-621	605	30	,	,	PUNCT
gssr-621	605	31	2019	2019	NUM
gssr-621	605	32	)	)	PUNCT
gssr-621	605	33	.	.	PUNCT
gssr-621	606	1	once	once	ADV
gssr-621	606	2	the	the	DET
gssr-621	606	3	optimal	optimal	ADJ
gssr-621	606	4	factor	factor	NOUN
gssr-621	606	5	settings	setting	NOUN
gssr-621	606	6	are	be	AUX
gssr-621	606	7	identified	identify	VERB
gssr-621	606	8	,	,	PUNCT
gssr-621	606	9	it	it	PRON
gssr-621	606	10	is	be	AUX
gssr-621	606	11	essential	essential	ADJ
gssr-621	606	12	to	to	PART
gssr-621	606	13	validate	validate	VERB
gssr-621	606	14	the	the	DET
gssr-621	606	15	response	response	NOUN
gssr-621	606	16	surface	surface	NOUN
gssr-621	606	17	model	model	NOUN
gssr-621	606	18	and	and	CCONJ
gssr-621	606	19	confirm	confirm	VERB
gssr-621	606	20	its	its	PRON
gssr-621	606	21	accuracy	accuracy	NOUN
gssr-621	606	22	.	.	PUNCT
gssr-621	607	1	additional	additional	ADJ
gssr-621	607	2	experiments	experiment	NOUN
gssr-621	607	3	are	be	AUX
gssr-621	607	4	conducted	conduct	VERB
gssr-621	607	5	at	at	ADP
gssr-621	607	6	the	the	DET
gssr-621	607	7	predicted	predict	VERB
gssr-621	607	8	optimal	optimal	ADJ
gssr-621	607	9	conditions	condition	NOUN
gssr-621	607	10	to	to	PART
gssr-621	607	11	verify	verify	VERB
gssr-621	607	12	the	the	DET
gssr-621	607	13	model	model	NOUN
gssr-621	607	14	's	's	PART
gssr-621	607	15	predictions	prediction	NOUN
gssr-621	607	16	.	.	PUNCT
gssr-621	608	1	this	this	DET
gssr-621	608	2	step	step	NOUN
gssr-621	608	3	helps	help	VERB
gssr-621	608	4	ensure	ensure	VERB
gssr-621	608	5	that	that	SCONJ
gssr-621	608	6	the	the	DET
gssr-621	608	7	model	model	NOUN
gssr-621	608	8	is	be	AUX
gssr-621	608	9	reliable	reliable	ADJ
gssr-621	608	10	and	and	CCONJ
gssr-621	608	11	can	can	AUX
gssr-621	608	12	be	be	AUX
gssr-621	608	13	used	use	VERB
gssr-621	608	14	for	for	ADP
gssr-621	608	15	process	process	NOUN
gssr-621	608	16	optimization	optimization	NOUN
gssr-621	608	17	and	and	CCONJ
gssr-621	608	18	decision	decision	NOUN
gssr-621	608	19	-	-	PUNCT
gssr-621	608	20	making	making	NOUN
gssr-621	608	21	.	.	PUNCT
gssr-621	609	1	robustness	robustness	NOUN
gssr-621	609	2	analysis	analysis	NOUN
gssr-621	609	3	assesses	assess	VERB
gssr-621	609	4	the	the	DET
gssr-621	609	5	stability	stability	NOUN
gssr-621	609	6	and	and	CCONJ
gssr-621	609	7	robustness	robustness	NOUN
gssr-621	609	8	of	of	ADP
gssr-621	609	9	the	the	DET
gssr-621	609	10	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	609	11	global	global	ADJ
gssr-621	609	12	sustainability	sustainability	NOUN
gssr-621	609	13	research	research	NOUN
gssr-621	609	14	global	global	ADJ
gssr-621	609	15	scientific	scientific	ADJ
gssr-621	609	16	research	research	NOUN
gssr-621	609	17	102	102	NUM
gssr-621	609	18	optimized	optimize	VERB
gssr-621	609	19	process	process	NOUN
gssr-621	609	20	conditions	condition	NOUN
gssr-621	609	21	.	.	PUNCT
gssr-621	610	1	it	it	PRON
gssr-621	610	2	involves	involve	VERB
gssr-621	610	3	evaluating	evaluate	VERB
gssr-621	610	4	the	the	DET
gssr-621	610	5	sensitivity	sensitivity	NOUN
gssr-621	610	6	of	of	ADP
gssr-621	610	7	the	the	DET
gssr-621	610	8	response	response	NOUN
gssr-621	610	9	to	to	ADP
gssr-621	610	10	variations	variation	NOUN
gssr-621	610	11	in	in	ADP
gssr-621	610	12	factors	factor	NOUN
gssr-621	610	13	or	or	CCONJ
gssr-621	610	14	process	process	NOUN
gssr-621	610	15	parameters	parameter	NOUN
gssr-621	610	16	.	.	PUNCT
gssr-621	611	1	robustness	robustness	NOUN
gssr-621	611	2	analysis	analysis	NOUN
gssr-621	611	3	helps	helps	AUX
gssr-621	611	4	identify	identify	VERB
gssr-621	611	5	the	the	DET
gssr-621	611	6	range	range	NOUN
gssr-621	611	7	of	of	ADP
gssr-621	611	8	factors	factor	NOUN
gssr-621	611	9	within	within	ADP
gssr-621	611	10	which	which	PRON
gssr-621	611	11	the	the	DET
gssr-621	611	12	process	process	NOUN
gssr-621	611	13	remains	remain	VERB
gssr-621	611	14	optimal	optimal	ADJ
gssr-621	611	15	,	,	PUNCT
gssr-621	611	16	considering	consider	VERB
gssr-621	611	17	practical	practical	ADJ
gssr-621	611	18	constraints	constraint	NOUN
gssr-621	611	19	and	and	CCONJ
gssr-621	611	20	potential	potential	ADJ
gssr-621	611	21	process	process	NOUN
gssr-621	611	22	variability	variability	NOUN
gssr-621	611	23	.	.	PUNCT
gssr-621	612	1	the	the	DET
gssr-621	612	2	benefits	benefit	NOUN
gssr-621	612	3	of	of	ADP
gssr-621	612	4	response	response	NOUN
gssr-621	612	5	surface	surface	NOUN
gssr-621	612	6	methodology	methodology	NOUN
gssr-621	612	7	include	include	VERB
gssr-621	612	8	(	(	PUNCT
gssr-621	612	9	aydar	aydar	NOUN
gssr-621	612	10	,	,	PUNCT
gssr-621	612	11	2018	2018	NUM
gssr-621	612	12	;	;	PUNCT
gssr-621	612	13	lamidi	lamidi	PROPN
gssr-621	612	14	et	et	PROPN
gssr-621	612	15	al	al	PROPN
gssr-621	612	16	.	.	PROPN
gssr-621	612	17	,	,	PUNCT
gssr-621	612	18	2022	2022	NUM
gssr-621	612	19	):	):	PUNCT
gssr-621	612	20	•	•	NUM
gssr-621	612	21	optimization	optimization	NOUN
gssr-621	612	22	:	:	PUNCT
gssr-621	612	23	rsm	rsm	PROPN
gssr-621	612	24	enables	enable	VERB
gssr-621	612	25	the	the	DET
gssr-621	612	26	identification	identification	NOUN
gssr-621	612	27	of	of	ADP
gssr-621	612	28	optimal	optimal	ADJ
gssr-621	612	29	process	process	NOUN
gssr-621	612	30	conditions	condition	NOUN
gssr-621	612	31	that	that	PRON
gssr-621	612	32	maximize	maximize	VERB
gssr-621	612	33	the	the	DET
gssr-621	612	34	desired	desire	VERB
gssr-621	612	35	response	response	NOUN
gssr-621	612	36	,	,	PUNCT
gssr-621	612	37	leading	lead	VERB
gssr-621	612	38	to	to	ADP
gssr-621	612	39	improved	improve	VERB
gssr-621	612	40	process	process	NOUN
gssr-621	612	41	performance	performance	NOUN
gssr-621	612	42	and	and	CCONJ
gssr-621	612	43	efficiency	efficiency	NOUN
gssr-621	612	44	.	.	PUNCT
gssr-621	613	1	•	•	NUM
gssr-621	613	2	efficiency	efficiency	NOUN
gssr-621	613	3	:	:	PUNCT
gssr-621	613	4	rsm	rsm	NOUN
gssr-621	613	5	allows	allow	VERB
gssr-621	613	6	researchers	researcher	NOUN
gssr-621	613	7	to	to	PART
gssr-621	613	8	obtain	obtain	VERB
gssr-621	613	9	a	a	DET
gssr-621	613	10	significant	significant	ADJ
gssr-621	613	11	amount	amount	NOUN
gssr-621	613	12	of	of	ADP
gssr-621	613	13	information	information	NOUN
gssr-621	613	14	with	with	ADP
gssr-621	613	15	a	a	DET
gssr-621	613	16	relatively	relatively	ADV
gssr-621	613	17	small	small	ADJ
gssr-621	613	18	number	number	NOUN
gssr-621	613	19	of	of	ADP
gssr-621	613	20	experiments	experiment	NOUN
gssr-621	613	21	,	,	PUNCT
gssr-621	613	22	saving	save	VERB
gssr-621	613	23	time	time	NOUN
gssr-621	613	24	,	,	PUNCT
gssr-621	613	25	resources	resource	NOUN
gssr-621	613	26	,	,	PUNCT
gssr-621	613	27	and	and	CCONJ
gssr-621	613	28	costs	cost	NOUN
gssr-621	613	29	compared	compare	VERB
gssr-621	613	30	to	to	ADP
gssr-621	613	31	a	a	DET
gssr-621	613	32	full	full	ADJ
gssr-621	613	33	factorial	factorial	ADJ
gssr-621	613	34	design	design	NOUN
gssr-621	613	35	.	.	PUNCT
gssr-621	614	1	•	•	NOUN
gssr-621	614	2	insights	insight	NOUN
gssr-621	614	3	:	:	PUNCT
gssr-621	614	4	rsm	rsm	NOUN
gssr-621	614	5	provides	provide	VERB
gssr-621	614	6	valuable	valuable	ADJ
gssr-621	614	7	insights	insight	NOUN
gssr-621	614	8	into	into	ADP
gssr-621	614	9	the	the	DET
gssr-621	614	10	relationships	relationship	NOUN
gssr-621	614	11	between	between	ADP
gssr-621	614	12	process	process	NOUN
gssr-621	614	13	variables	variable	NOUN
gssr-621	614	14	and	and	CCONJ
gssr-621	614	15	the	the	DET
gssr-621	614	16	response	response	NOUN
gssr-621	614	17	of	of	ADP
gssr-621	614	18	interest	interest	NOUN
gssr-621	614	19	.	.	PUNCT
gssr-621	615	1	it	it	PRON
gssr-621	615	2	helps	help	VERB
gssr-621	615	3	researchers	researcher	NOUN
gssr-621	615	4	understand	understand	VERB
gssr-621	615	5	the	the	DET
gssr-621	615	6	effects	effect	NOUN
gssr-621	615	7	of	of	ADP
gssr-621	615	8	factors	factor	NOUN
gssr-621	615	9	,	,	PUNCT
gssr-621	615	10	identify	identify	VERB
gssr-621	615	11	interactions	interaction	NOUN
gssr-621	615	12	,	,	PUNCT
gssr-621	615	13	and	and	CCONJ
gssr-621	615	14	gain	gain	VERB
gssr-621	615	15	a	a	DET
gssr-621	615	16	deeper	deep	ADJ
gssr-621	615	17	understanding	understanding	NOUN
gssr-621	615	18	of	of	ADP
gssr-621	615	19	the	the	DET
gssr-621	615	20	process	process	NOUN
gssr-621	615	21	behavior	behavior	NOUN
gssr-621	615	22	.	.	PUNCT
gssr-621	616	1	•	•	NUM
gssr-621	616	2	decision	decision	NOUN
gssr-621	616	3	-	-	PUNCT
gssr-621	616	4	making	making	NOUN
gssr-621	616	5	:	:	PUNCT
gssr-621	616	6	the	the	DET
gssr-621	616	7	response	response	NOUN
gssr-621	616	8	surface	surface	NOUN
gssr-621	616	9	model	model	NOUN
gssr-621	616	10	provides	provide	VERB
gssr-621	616	11	a	a	DET
gssr-621	616	12	quantitative	quantitative	ADJ
gssr-621	616	13	basis	basis	NOUN
gssr-621	616	14	for	for	ADP
gssr-621	616	15	decision	decision	NOUN
gssr-621	616	16	-	-	PUNCT
gssr-621	616	17	making	making	NOUN
gssr-621	616	18	,	,	PUNCT
gssr-621	616	19	allowing	allow	VERB
gssr-621	616	20	researchers	researcher	NOUN
gssr-621	616	21	to	to	PART
gssr-621	616	22	compare	compare	VERB
gssr-621	616	23	different	different	ADJ
gssr-621	616	24	scenarios	scenario	NOUN
gssr-621	616	25	,	,	PUNCT
gssr-621	616	26	evaluate	evaluate	VERB
gssr-621	616	27	trade	trade	NOUN
gssr-621	616	28	-	-	PUNCT
gssr-621	616	29	offs	off	NOUN
gssr-621	616	30	,	,	PUNCT
gssr-621	616	31	and	and	CCONJ
gssr-621	616	32	make	make	VERB
gssr-621	616	33	informed	informed	ADJ
gssr-621	616	34	decisions	decision	NOUN
gssr-621	616	35	to	to	PART
gssr-621	616	36	optimize	optimize	VERB
gssr-621	616	37	the	the	DET
gssr-621	616	38	process	process	NOUN
gssr-621	616	39	.	.	PUNCT
gssr-621	617	1	•	•	NUM
gssr-621	617	2	process	process	NOUN
gssr-621	617	3	understanding	understanding	NOUN
gssr-621	617	4	:	:	PUNCT
gssr-621	617	5	rsm	rsm	PROPN
gssr-621	617	6	helps	help	VERB
gssr-621	617	7	researchers	researcher	NOUN
gssr-621	617	8	gain	gain	VERB
gssr-621	617	9	a	a	DET
gssr-621	617	10	deeper	deep	ADJ
gssr-621	617	11	understanding	understanding	NOUN
gssr-621	617	12	of	of	ADP
gssr-621	617	13	the	the	DET
gssr-621	617	14	process	process	NOUN
gssr-621	617	15	by	by	ADP
gssr-621	617	16	quantifying	quantify	VERB
gssr-621	617	17	the	the	DET
gssr-621	617	18	relationships	relationship	NOUN
gssr-621	617	19	between	between	ADP
gssr-621	617	20	variables	variable	NOUN
gssr-621	617	21	and	and	CCONJ
gssr-621	617	22	the	the	DET
gssr-621	617	23	response	response	NOUN
gssr-621	617	24	.	.	PUNCT
gssr-621	618	1	this	this	DET
gssr-621	618	2	understanding	understanding	NOUN
gssr-621	618	3	can	can	AUX
gssr-621	618	4	guide	guide	VERB
gssr-621	618	5	further	further	ADJ
gssr-621	618	6	process	process	NOUN
gssr-621	618	7	improvement	improvement	NOUN
gssr-621	618	8	and	and	CCONJ
gssr-621	618	9	provide	provide	VERB
gssr-621	618	10	a	a	DET
gssr-621	618	11	basis	basis	NOUN
gssr-621	618	12	for	for	ADP
gssr-621	618	13	future	future	ADJ
gssr-621	618	14	research	research	NOUN
gssr-621	618	15	.	.	PUNCT
gssr-621	619	1	optimization	optimization	NOUN
gssr-621	619	2	of	of	ADP
gssr-621	619	3	glucose	glucose	NOUN
gssr-621	619	4	production	production	NOUN
gssr-621	619	5	using	use	VERB
gssr-621	619	6	rsm	rsm	PROPN
gssr-621	619	7	optimization	optimization	NOUN
gssr-621	619	8	of	of	ADP
gssr-621	619	9	glucose	glucose	NOUN
gssr-621	619	10	production	production	NOUN
gssr-621	619	11	using	use	VERB
gssr-621	619	12	rsm	rsm	PROPN
gssr-621	619	13	is	be	AUX
gssr-621	619	14	a	a	DET
gssr-621	619	15	statistical	statistical	ADJ
gssr-621	619	16	and	and	CCONJ
gssr-621	619	17	mathematical	mathematical	ADJ
gssr-621	619	18	approach	approach	NOUN
gssr-621	619	19	that	that	PRON
gssr-621	619	20	involves	involve	VERB
gssr-621	619	21	designing	design	VERB
gssr-621	619	22	experiments	experiment	NOUN
gssr-621	619	23	and	and	CCONJ
gssr-621	619	24	analyzing	analyze	VERB
gssr-621	619	25	the	the	DET
gssr-621	619	26	response	response	NOUN
gssr-621	619	27	of	of	ADP
gssr-621	619	28	the	the	DET
gssr-621	619	29	system	system	NOUN
gssr-621	619	30	to	to	ADP
gssr-621	619	31	different	different	ADJ
gssr-621	619	32	experimental	experimental	ADJ
gssr-621	619	33	conditions	condition	NOUN
gssr-621	619	34	.	.	PUNCT
gssr-621	620	1	rsm	rsm	PROPN
gssr-621	620	2	is	be	AUX
gssr-621	620	3	commonly	commonly	ADV
gssr-621	620	4	used	use	VERB
gssr-621	620	5	to	to	PART
gssr-621	620	6	optimize	optimize	VERB
gssr-621	620	7	process	process	NOUN
gssr-621	620	8	variables	variable	NOUN
gssr-621	620	9	and	and	CCONJ
gssr-621	620	10	find	find	VERB
gssr-621	620	11	the	the	DET
gssr-621	620	12	optimal	optimal	ADJ
gssr-621	620	13	conditions	condition	NOUN
gssr-621	620	14	that	that	PRON
gssr-621	620	15	maximize	maximize	VERB
gssr-621	620	16	the	the	DET
gssr-621	620	17	production	production	NOUN
gssr-621	620	18	of	of	ADP
gssr-621	620	19	glucose	glucose	NOUN
gssr-621	620	20	from	from	ADP
gssr-621	620	21	a	a	DET
gssr-621	620	22	given	give	VERB
gssr-621	620	23	feedstock	feedstock	NOUN
gssr-621	620	24	,	,	PUNCT
gssr-621	620	25	such	such	ADJ
gssr-621	620	26	as	as	ADP
gssr-621	620	27	sugarcane	sugarcane	NOUN
gssr-621	620	28	bagasse	bagasse	NOUN
gssr-621	620	29	,	,	PUNCT
gssr-621	620	30	rice	rice	NOUN
gssr-621	620	31	husk	husk	NOUN
gssr-621	620	32	,	,	PUNCT
gssr-621	620	33	or	or	CCONJ
gssr-621	620	34	sawdust	sawdust	NOUN
gssr-621	620	35	.	.	PUNCT
gssr-621	621	1	below	below	ADP
gssr-621	621	2	is	be	AUX
gssr-621	621	3	an	an	DET
gssr-621	621	4	outline	outline	NOUN
gssr-621	621	5	of	of	ADP
gssr-621	621	6	how	how	SCONJ
gssr-621	621	7	rsm	rsm	NOUN
gssr-621	621	8	can	can	AUX
gssr-621	621	9	be	be	AUX
gssr-621	621	10	applied	apply	VERB
gssr-621	621	11	to	to	PART
gssr-621	621	12	optimize	optimize	VERB
gssr-621	621	13	glucose	glucose	NOUN
gssr-621	621	14	production	production	NOUN
gssr-621	621	15	(	(	PUNCT
gssr-621	621	16	lai	lai	PROPN
gssr-621	621	17	et	et	PROPN
gssr-621	621	18	al	al	PROPN
gssr-621	621	19	.	.	PROPN
gssr-621	621	20	,	,	PUNCT
gssr-621	621	21	2016	2016	NUM
gssr-621	621	22	):	):	PUNCT
gssr-621	621	23	(	(	PUNCT
gssr-621	621	24	1	1	X
gssr-621	621	25	)	)	PUNCT
gssr-621	621	26	selection	selection	NOUN
gssr-621	621	27	of	of	ADP
gssr-621	621	28	factors	factor	NOUN
gssr-621	621	29	:	:	PUNCT
gssr-621	621	30	the	the	DET
gssr-621	621	31	first	first	ADJ
gssr-621	621	32	step	step	NOUN
gssr-621	621	33	is	be	AUX
gssr-621	621	34	to	to	PART
gssr-621	621	35	identify	identify	VERB
gssr-621	621	36	the	the	DET
gssr-621	621	37	key	key	ADJ
gssr-621	621	38	factors	factor	NOUN
gssr-621	621	39	that	that	PRON
gssr-621	621	40	influence	influence	VERB
gssr-621	621	41	glucose	glucose	NOUN
gssr-621	621	42	production	production	NOUN
gssr-621	621	43	from	from	ADP
gssr-621	621	44	the	the	DET
gssr-621	621	45	chosen	choose	VERB
gssr-621	621	46	feedstock	feedstock	NOUN
gssr-621	621	47	.	.	PUNCT
gssr-621	622	1	these	these	DET
gssr-621	622	2	factors	factor	NOUN
gssr-621	622	3	could	could	AUX
gssr-621	622	4	include	include	VERB
gssr-621	622	5	enzyme	enzyme	NOUN
gssr-621	622	6	dosage	dosage	NOUN
gssr-621	622	7	,	,	PUNCT
gssr-621	622	8	pretreatment	pretreatment	NOUN
gssr-621	622	9	conditions	condition	NOUN
gssr-621	622	10	(	(	PUNCT
gssr-621	622	11	temperature	temperature	NOUN
gssr-621	622	12	,	,	PUNCT
gssr-621	622	13	time	time	NOUN
gssr-621	622	14	,	,	PUNCT
gssr-621	622	15	ph	ph	NOUN
gssr-621	622	16	)	)	PUNCT
gssr-621	622	17	,	,	PUNCT
gssr-621	622	18	fermentation	fermentation	NOUN
gssr-621	622	19	time	time	NOUN
gssr-621	622	20	,	,	PUNCT
gssr-621	622	21	and	and	CCONJ
gssr-621	622	22	any	any	DET
gssr-621	622	23	other	other	ADJ
gssr-621	622	24	relevant	relevant	ADJ
gssr-621	622	25	process	process	NOUN
gssr-621	622	26	variables	variable	NOUN
gssr-621	622	27	.	.	PUNCT
gssr-621	623	1	(	(	PUNCT
gssr-621	623	2	2	2	X
gssr-621	623	3	)	)	PUNCT
gssr-621	623	4	experimental	experimental	ADJ
gssr-621	623	5	design	design	NOUN
gssr-621	623	6	:	:	PUNCT
gssr-621	623	7	rsm	rsm	PROPN
gssr-621	623	8	typically	typically	ADV
gssr-621	623	9	uses	use	VERB
gssr-621	623	10	a	a	DET
gssr-621	623	11	doe	doe	NOUN
gssr-621	623	12	approach	approach	NOUN
gssr-621	623	13	to	to	PART
gssr-621	623	14	plan	plan	VERB
gssr-621	623	15	a	a	DET
gssr-621	623	16	set	set	NOUN
gssr-621	623	17	of	of	ADP
gssr-621	623	18	experiments	experiment	NOUN
gssr-621	623	19	that	that	PRON
gssr-621	623	20	cover	cover	VERB
gssr-621	623	21	a	a	DET
gssr-621	623	22	range	range	NOUN
gssr-621	623	23	of	of	ADP
gssr-621	623	24	factor	factor	NOUN
gssr-621	623	25	levels	level	NOUN
gssr-621	623	26	.	.	PUNCT
gssr-621	624	1	the	the	DET
gssr-621	624	2	experiments	experiment	NOUN
gssr-621	624	3	are	be	AUX
gssr-621	624	4	strategically	strategically	ADV
gssr-621	624	5	chosen	choose	VERB
gssr-621	624	6	to	to	PART
gssr-621	624	7	explore	explore	VERB
gssr-621	624	8	the	the	DET
gssr-621	624	9	factor	factor	NOUN
gssr-621	624	10	space	space	NOUN
gssr-621	624	11	efficiently	efficiently	ADV
gssr-621	624	12	and	and	CCONJ
gssr-621	624	13	minimize	minimize	VERB
gssr-621	624	14	the	the	DET
gssr-621	624	15	number	number	NOUN
gssr-621	624	16	of	of	ADP
gssr-621	624	17	experimental	experimental	ADJ
gssr-621	624	18	runs	run	NOUN
gssr-621	624	19	required	require	VERB
gssr-621	624	20	.	.	PUNCT
gssr-621	625	1	(	(	PUNCT
gssr-621	625	2	3	3	X
gssr-621	625	3	)	)	PUNCT
gssr-621	625	4	response	response	NOUN
gssr-621	625	5	surface	surface	NOUN
gssr-621	625	6	model	model	NOUN
gssr-621	625	7	:	:	PUNCT
gssr-621	625	8	the	the	DET
gssr-621	625	9	experimental	experimental	ADJ
gssr-621	625	10	data	datum	NOUN
gssr-621	625	11	obtained	obtain	VERB
gssr-621	625	12	from	from	ADP
gssr-621	625	13	the	the	DET
gssr-621	625	14	doe	doe	NOUN
gssr-621	625	15	is	be	AUX
gssr-621	625	16	used	use	VERB
gssr-621	625	17	to	to	PART
gssr-621	625	18	build	build	VERB
gssr-621	625	19	a	a	DET
gssr-621	625	20	response	response	NOUN
gssr-621	625	21	surface	surface	NOUN
gssr-621	625	22	model	model	NOUN
gssr-621	625	23	.	.	PUNCT
gssr-621	626	1	this	this	DET
gssr-621	626	2	model	model	NOUN
gssr-621	626	3	relates	relate	VERB
gssr-621	626	4	the	the	DET
gssr-621	626	5	glucose	glucose	NOUN
gssr-621	626	6	production	production	NOUN
gssr-621	626	7	(	(	PUNCT
gssr-621	626	8	the	the	DET
gssr-621	626	9	response	response	NOUN
gssr-621	626	10	)	)	PUNCT
gssr-621	626	11	to	to	ADP
gssr-621	626	12	the	the	DET
gssr-621	626	13	different	different	ADJ
gssr-621	626	14	process	process	NOUN
gssr-621	626	15	variables	variable	NOUN
gssr-621	626	16	(	(	PUNCT
gssr-621	626	17	factors	factor	NOUN
gssr-621	626	18	)	)	PUNCT
gssr-621	626	19	and	and	CCONJ
gssr-621	626	20	their	their	PRON
gssr-621	626	21	interactions	interaction	NOUN
gssr-621	626	22	.	.	PUNCT
gssr-621	627	1	commonly	commonly	ADV
gssr-621	627	2	used	use	VERB
gssr-621	627	3	models	model	NOUN
gssr-621	627	4	include	include	VERB
gssr-621	627	5	polynomial	polynomial	ADJ
gssr-621	627	6	equations	equation	NOUN
gssr-621	627	7	,	,	PUNCT
gssr-621	627	8	which	which	PRON
gssr-621	627	9	allow	allow	VERB
gssr-621	627	10	for	for	ADP
gssr-621	627	11	the	the	DET
gssr-621	627	12	estimation	estimation	NOUN
gssr-621	627	13	of	of	ADP
gssr-621	627	14	glucose	glucose	NOUN
gssr-621	627	15	yield	yield	NOUN
gssr-621	627	16	under	under	ADP
gssr-621	627	17	various	various	ADJ
gssr-621	627	18	combinations	combination	NOUN
gssr-621	627	19	of	of	ADP
gssr-621	627	20	factor	factor	NOUN
gssr-621	627	21	levels	level	NOUN
gssr-621	627	22	.	.	PUNCT
gssr-621	628	1	(	(	PUNCT
gssr-621	628	2	4	4	X
gssr-621	628	3	)	)	PUNCT
gssr-621	628	4	optimization	optimization	NOUN
gssr-621	628	5	:	:	PUNCT
gssr-621	628	6	the	the	DET
gssr-621	628	7	response	response	NOUN
gssr-621	628	8	surface	surface	NOUN
gssr-621	628	9	model	model	NOUN
gssr-621	628	10	is	be	AUX
gssr-621	628	11	then	then	ADV
gssr-621	628	12	used	use	VERB
gssr-621	628	13	to	to	PART
gssr-621	628	14	find	find	VERB
gssr-621	628	15	the	the	DET
gssr-621	628	16	optimal	optimal	ADJ
gssr-621	628	17	combination	combination	NOUN
gssr-621	628	18	of	of	ADP
gssr-621	628	19	factor	factor	NOUN
gssr-621	628	20	levels	level	NOUN
gssr-621	628	21	that	that	PRON
gssr-621	628	22	maximizes	maximize	VERB
gssr-621	628	23	glucose	glucose	NOUN
gssr-621	628	24	production	production	NOUN
gssr-621	628	25	.	.	PUNCT
gssr-621	629	1	optimization	optimization	NOUN
gssr-621	629	2	techniques	technique	NOUN
gssr-621	629	3	such	such	ADJ
gssr-621	629	4	as	as	ADP
gssr-621	629	5	gradient	gradient	NOUN
gssr-621	629	6	-	-	PUNCT
gssr-621	629	7	based	base	VERB
gssr-621	629	8	methods	method	NOUN
gssr-621	629	9	or	or	CCONJ
gssr-621	629	10	numerical	numerical	ADJ
gssr-621	629	11	optimization	optimization	NOUN
gssr-621	629	12	algorithms	algorithm	NOUN
gssr-621	629	13	can	can	AUX
gssr-621	629	14	be	be	AUX
gssr-621	629	15	employed	employ	VERB
gssr-621	629	16	to	to	PART
gssr-621	629	17	determine	determine	VERB
gssr-621	629	18	the	the	DET
gssr-621	629	19	optimal	optimal	ADJ
gssr-621	629	20	settings	setting	NOUN
gssr-621	629	21	for	for	ADP
gssr-621	629	22	the	the	DET
gssr-621	629	23	factors	factor	NOUN
gssr-621	629	24	.	.	PUNCT
gssr-621	630	1	(	(	PUNCT
gssr-621	630	2	5	5	X
gssr-621	630	3	)	)	PUNCT
gssr-621	630	4	validation	validation	NOUN
gssr-621	630	5	:	:	PUNCT
gssr-621	630	6	after	after	ADP
gssr-621	630	7	obtaining	obtain	VERB
gssr-621	630	8	the	the	DET
gssr-621	630	9	predicted	predict	VERB
gssr-621	630	10	optimal	optimal	ADJ
gssr-621	630	11	conditions	condition	NOUN
gssr-621	630	12	,	,	PUNCT
gssr-621	630	13	validation	validation	NOUN
gssr-621	630	14	experiments	experiment	NOUN
gssr-621	630	15	are	be	AUX
gssr-621	630	16	performed	perform	VERB
gssr-621	630	17	to	to	PART
gssr-621	630	18	confirm	confirm	VERB
gssr-621	630	19	the	the	DET
gssr-621	630	20	predicted	predict	VERB
gssr-621	630	21	glucose	glucose	NOUN
gssr-621	630	22	yield	yield	NOUN
gssr-621	630	23	under	under	ADP
gssr-621	630	24	the	the	DET
gssr-621	630	25	optimized	optimize	VERB
gssr-621	630	26	conditions	condition	NOUN
gssr-621	630	27	.	.	PUNCT
gssr-621	631	1	this	this	PRON
gssr-621	631	2	ensures	ensure	VERB
gssr-621	631	3	that	that	SCONJ
gssr-621	631	4	the	the	DET
gssr-621	631	5	response	response	NOUN
gssr-621	631	6	surface	surface	NOUN
gssr-621	631	7	model	model	NOUN
gssr-621	631	8	accurately	accurately	ADV
gssr-621	631	9	represents	represent	VERB
gssr-621	631	10	the	the	DET
gssr-621	631	11	actual	actual	ADJ
gssr-621	631	12	system	system	NOUN
gssr-621	631	13	and	and	CCONJ
gssr-621	631	14	provides	provide	VERB
gssr-621	631	15	reliable	reliable	ADJ
gssr-621	631	16	predictions	prediction	NOUN
gssr-621	631	17	.	.	PUNCT
gssr-621	632	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	632	2	global	global	ADJ
gssr-621	632	3	sustainability	sustainability	NOUN
gssr-621	632	4	research	research	NOUN
gssr-621	632	5	global	global	ADJ
gssr-621	632	6	scientific	scientific	ADJ
gssr-621	632	7	research	research	NOUN
gssr-621	632	8	103	103	NUM
gssr-621	632	9	(	(	PUNCT
gssr-621	632	10	6	6	NUM
gssr-621	632	11	)	)	PUNCT
gssr-621	632	12	sensitivity	sensitivity	NOUN
gssr-621	632	13	analysis	analysis	NOUN
gssr-621	632	14	:	:	PUNCT
gssr-621	632	15	sensitivity	sensitivity	NOUN
gssr-621	632	16	analysis	analysis	NOUN
gssr-621	632	17	can	can	AUX
gssr-621	632	18	be	be	AUX
gssr-621	632	19	performed	perform	VERB
gssr-621	632	20	to	to	PART
gssr-621	632	21	identify	identify	VERB
gssr-621	632	22	the	the	DET
gssr-621	632	23	factors	factor	NOUN
gssr-621	632	24	that	that	PRON
gssr-621	632	25	have	have	VERB
gssr-621	632	26	the	the	DET
gssr-621	632	27	most	most	ADV
gssr-621	632	28	significant	significant	ADJ
gssr-621	632	29	impact	impact	NOUN
gssr-621	632	30	on	on	ADP
gssr-621	632	31	glucose	glucose	NOUN
gssr-621	632	32	production	production	NOUN
gssr-621	632	33	.	.	PUNCT
gssr-621	633	1	this	this	DET
gssr-621	633	2	analysis	analysis	NOUN
gssr-621	633	3	helps	help	VERB
gssr-621	633	4	in	in	ADP
gssr-621	633	5	understanding	understanding	NOUN
gssr-621	633	6	which	which	DET
gssr-621	633	7	factors	factor	NOUN
gssr-621	633	8	should	should	AUX
gssr-621	633	9	be	be	AUX
gssr-621	633	10	given	give	VERB
gssr-621	633	11	priority	priority	NOUN
gssr-621	633	12	in	in	ADP
gssr-621	633	13	process	process	NOUN
gssr-621	633	14	improvement	improvement	NOUN
gssr-621	633	15	efforts	effort	NOUN
gssr-621	633	16	.	.	PUNCT
gssr-621	634	1	(	(	PUNCT
gssr-621	634	2	7	7	X
gssr-621	634	3	)	)	PUNCT
gssr-621	634	4	process	process	NOUN
gssr-621	634	5	scale	scale	NOUN
gssr-621	634	6	-	-	PUNCT
gssr-621	634	7	up	up	NOUN
gssr-621	634	8	:	:	PUNCT
gssr-621	634	9	if	if	SCONJ
gssr-621	634	10	the	the	DET
gssr-621	634	11	optimized	optimize	VERB
gssr-621	634	12	conditions	condition	NOUN
gssr-621	634	13	from	from	ADP
gssr-621	634	14	the	the	DET
gssr-621	634	15	rsm	rsm	NOUN
gssr-621	634	16	are	be	AUX
gssr-621	634	17	successful	successful	ADJ
gssr-621	634	18	at	at	ADP
gssr-621	634	19	the	the	DET
gssr-621	634	20	laboratory	laboratory	NOUN
gssr-621	634	21	scale	scale	NOUN
gssr-621	634	22	,	,	PUNCT
gssr-621	634	23	further	further	ADJ
gssr-621	634	24	studies	study	NOUN
gssr-621	634	25	may	may	AUX
gssr-621	634	26	be	be	AUX
gssr-621	634	27	conducted	conduct	VERB
gssr-621	634	28	to	to	PART
gssr-621	634	29	scale	scale	VERB
gssr-621	634	30	up	up	ADP
gssr-621	634	31	the	the	DET
gssr-621	634	32	process	process	NOUN
gssr-621	634	33	to	to	ADP
gssr-621	634	34	a	a	DET
gssr-621	634	35	pilot	pilot	NOUN
gssr-621	634	36	or	or	CCONJ
gssr-621	634	37	industrial	industrial	ADJ
gssr-621	634	38	level	level	NOUN
gssr-621	634	39	.	.	PUNCT
gssr-621	635	1	scale	scale	NOUN
gssr-621	635	2	-	-	PUNCT
gssr-621	635	3	up	up	ADP
gssr-621	635	4	considerations	consideration	NOUN
gssr-621	635	5	may	may	AUX
gssr-621	635	6	involve	involve	VERB
gssr-621	635	7	factors	factor	NOUN
gssr-621	635	8	like	like	ADP
gssr-621	635	9	reactor	reactor	NOUN
gssr-621	635	10	design	design	NOUN
gssr-621	635	11	,	,	PUNCT
gssr-621	635	12	process	process	NOUN
gssr-621	635	13	integration	integration	NOUN
gssr-621	635	14	,	,	PUNCT
gssr-621	635	15	and	and	CCONJ
gssr-621	635	16	economic	economic	ADJ
gssr-621	635	17	viability	viability	NOUN
gssr-621	635	18	.	.	PUNCT
gssr-621	636	1	multi	multi	ADJ
gssr-621	636	2	-	-	ADJ
gssr-621	636	3	objective	objective	ADJ
gssr-621	636	4	optimization	optimization	NOUN
gssr-621	636	5	approaches	approach	VERB
gssr-621	636	6	multi	multi	ADJ
gssr-621	636	7	-	-	ADJ
gssr-621	636	8	objective	objective	ADJ
gssr-621	636	9	optimization	optimization	NOUN
gssr-621	636	10	approaches	approach	NOUN
gssr-621	636	11	are	be	AUX
gssr-621	636	12	optimization	optimization	NOUN
gssr-621	636	13	techniques	technique	NOUN
gssr-621	636	14	designed	design	VERB
gssr-621	636	15	to	to	PART
gssr-621	636	16	handle	handle	VERB
gssr-621	636	17	problems	problem	NOUN
gssr-621	636	18	with	with	ADP
gssr-621	636	19	multiple	multiple	ADJ
gssr-621	636	20	conflicting	conflict	VERB
gssr-621	636	21	objectives	objective	NOUN
gssr-621	636	22	(	(	PUNCT
gssr-621	636	23	abushaker	abushaker	NOUN
gssr-621	636	24	et	et	PROPN
gssr-621	636	25	al	al	PROPN
gssr-621	636	26	.	.	PROPN
gssr-621	636	27	,	,	PUNCT
gssr-621	636	28	2022	2022	NUM
gssr-621	636	29	)	)	PUNCT
gssr-621	636	30	.	.	PUNCT
gssr-621	637	1	unlike	unlike	ADP
gssr-621	637	2	traditional	traditional	ADJ
gssr-621	637	3	single	single	ADJ
gssr-621	637	4	-	-	PUNCT
gssr-621	637	5	objective	objective	ADJ
gssr-621	637	6	optimization	optimization	NOUN
gssr-621	637	7	,	,	PUNCT
gssr-621	637	8	which	which	PRON
gssr-621	637	9	aims	aim	VERB
gssr-621	637	10	to	to	PART
gssr-621	637	11	find	find	VERB
gssr-621	637	12	a	a	DET
gssr-621	637	13	single	single	ADJ
gssr-621	637	14	optimal	optimal	ADJ
gssr-621	637	15	solution	solution	NOUN
gssr-621	637	16	,	,	PUNCT
gssr-621	637	17	multi	multi	ADJ
gssr-621	637	18	-	-	ADJ
gssr-621	637	19	objective	objective	ADJ
gssr-621	637	20	optimization	optimization	NOUN
gssr-621	637	21	seeks	seek	VERB
gssr-621	637	22	to	to	PART
gssr-621	637	23	find	find	VERB
gssr-621	637	24	a	a	DET
gssr-621	637	25	set	set	NOUN
gssr-621	637	26	of	of	ADP
gssr-621	637	27	pareto	pareto	VERB
gssr-621	637	28	-	-	PUNCT
gssr-621	637	29	optimal	optimal	ADJ
gssr-621	637	30	solutions	solution	NOUN
gssr-621	637	31	that	that	PRON
gssr-621	637	32	represent	represent	VERB
gssr-621	637	33	trade	trade	NOUN
gssr-621	637	34	-	-	PUNCT
gssr-621	637	35	offs	off	NOUN
gssr-621	637	36	between	between	ADP
gssr-621	637	37	different	different	ADJ
gssr-621	637	38	objectives	objective	NOUN
gssr-621	637	39	.	.	PUNCT
gssr-621	638	1	these	these	DET
gssr-621	638	2	approaches	approach	NOUN
gssr-621	638	3	are	be	AUX
gssr-621	638	4	particularly	particularly	ADV
gssr-621	638	5	useful	useful	ADJ
gssr-621	638	6	in	in	ADP
gssr-621	638	7	decision	decision	NOUN
gssr-621	638	8	-	-	PUNCT
gssr-621	638	9	making	make	VERB
gssr-621	638	10	scenarios	scenario	NOUN
gssr-621	638	11	where	where	SCONJ
gssr-621	638	12	multiple	multiple	ADJ
gssr-621	638	13	criteria	criterion	NOUN
gssr-621	638	14	need	need	VERB
gssr-621	638	15	to	to	PART
gssr-621	638	16	be	be	AUX
gssr-621	638	17	considered	consider	VERB
gssr-621	638	18	simultaneously	simultaneously	ADV
gssr-621	638	19	.	.	PUNCT
gssr-621	639	1	pareto	pareto	ADJ
gssr-621	639	2	optimality	optimality	NOUN
gssr-621	639	3	is	be	AUX
gssr-621	639	4	a	a	DET
gssr-621	639	5	central	central	ADJ
gssr-621	639	6	concept	concept	NOUN
gssr-621	639	7	in	in	ADP
gssr-621	639	8	multi	multi	ADJ
gssr-621	639	9	-	-	ADJ
gssr-621	639	10	objective	objective	ADJ
gssr-621	639	11	optimization	optimization	NOUN
gssr-621	639	12	.	.	PUNCT
gssr-621	640	1	a	a	DET
gssr-621	640	2	solution	solution	NOUN
gssr-621	640	3	is	be	AUX
gssr-621	640	4	considered	consider	VERB
gssr-621	640	5	pareto	pareto	ADJ
gssr-621	640	6	optimal	optimal	ADJ
gssr-621	640	7	if	if	SCONJ
gssr-621	640	8	no	no	DET
gssr-621	640	9	other	other	ADJ
gssr-621	640	10	solution	solution	NOUN
gssr-621	640	11	can	can	AUX
gssr-621	640	12	improve	improve	VERB
gssr-621	640	13	one	one	NUM
gssr-621	640	14	objective	objective	NOUN
gssr-621	640	15	without	without	ADP
gssr-621	640	16	deteriorating	deteriorate	VERB
gssr-621	640	17	at	at	ADP
gssr-621	640	18	least	least	ADV
gssr-621	640	19	one	one	NUM
gssr-621	640	20	other	other	ADJ
gssr-621	640	21	objective	objective	NOUN
gssr-621	640	22	.	.	PUNCT
gssr-621	641	1	the	the	DET
gssr-621	641	2	set	set	NOUN
gssr-621	641	3	of	of	ADP
gssr-621	641	4	all	all	DET
gssr-621	641	5	pareto	pareto	ADJ
gssr-621	641	6	-	-	PUNCT
gssr-621	641	7	optimal	optimal	ADJ
gssr-621	641	8	solutions	solution	NOUN
gssr-621	641	9	is	be	AUX
gssr-621	641	10	known	know	VERB
gssr-621	641	11	as	as	ADP
gssr-621	641	12	the	the	DET
gssr-621	641	13	pareto	pareto	ADJ
gssr-621	641	14	front	front	NOUN
gssr-621	641	15	or	or	CCONJ
gssr-621	641	16	pareto	pareto	ADJ
gssr-621	641	17	set	set	NOUN
gssr-621	641	18	.	.	PUNCT
gssr-621	642	1	each	each	DET
gssr-621	642	2	solution	solution	NOUN
gssr-621	642	3	on	on	ADP
gssr-621	642	4	the	the	DET
gssr-621	642	5	pareto	pareto	ADJ
gssr-621	642	6	front	front	NOUN
gssr-621	642	7	represents	represent	VERB
gssr-621	642	8	a	a	DET
gssr-621	642	9	different	different	ADJ
gssr-621	642	10	trade	trade	NOUN
gssr-621	642	11	-	-	PUNCT
gssr-621	642	12	off	off	NOUN
gssr-621	642	13	between	between	ADP
gssr-621	642	14	the	the	DET
gssr-621	642	15	conflicting	conflicting	ADJ
gssr-621	642	16	objectives	objective	NOUN
gssr-621	642	17	,	,	PUNCT
gssr-621	642	18	providing	provide	VERB
gssr-621	642	19	decision	decision	NOUN
gssr-621	642	20	-	-	PUNCT
gssr-621	642	21	makers	maker	NOUN
gssr-621	642	22	with	with	ADP
gssr-621	642	23	a	a	DET
gssr-621	642	24	range	range	NOUN
gssr-621	642	25	of	of	ADP
gssr-621	642	26	options	option	NOUN
gssr-621	642	27	to	to	PART
gssr-621	642	28	choose	choose	VERB
gssr-621	642	29	from	from	ADP
gssr-621	642	30	(	(	PUNCT
gssr-621	642	31	kumar	kumar	PROPN
gssr-621	642	32	et	et	PROPN
gssr-621	642	33	al	al	PROPN
gssr-621	642	34	.	.	PROPN
gssr-621	642	35	,	,	PUNCT
gssr-621	642	36	2022	2022	NUM
gssr-621	642	37	)	)	PUNCT
gssr-621	642	38	.	.	PUNCT
gssr-621	643	1	several	several	ADJ
gssr-621	643	2	algorithms	algorithm	NOUN
gssr-621	643	3	have	have	AUX
gssr-621	643	4	been	be	AUX
gssr-621	643	5	developed	develop	VERB
gssr-621	643	6	to	to	PART
gssr-621	643	7	solve	solve	VERB
gssr-621	643	8	multi	multi	ADJ
gssr-621	643	9	-	-	ADJ
gssr-621	643	10	objective	objective	ADJ
gssr-621	643	11	optimization	optimization	NOUN
gssr-621	643	12	problems	problem	NOUN
gssr-621	643	13	(	(	PUNCT
gssr-621	643	14	patane	patane	NOUN
gssr-621	643	15	et	et	PROPN
gssr-621	643	16	al	al	PROPN
gssr-621	643	17	.	.	PROPN
gssr-621	643	18	,	,	PUNCT
gssr-621	643	19	2019	2019	NUM
gssr-621	643	20	)	)	PUNCT
gssr-621	643	21	.	.	PUNCT
gssr-621	644	1	these	these	DET
gssr-621	644	2	algorithms	algorithm	NOUN
gssr-621	644	3	can	can	AUX
gssr-621	644	4	be	be	AUX
gssr-621	644	5	broadly	broadly	ADV
gssr-621	644	6	categorized	categorize	VERB
gssr-621	644	7	into	into	ADP
gssr-621	644	8	evolutionary	evolutionary	ADJ
gssr-621	644	9	algorithms	algorithm	NOUN
gssr-621	644	10	(	(	PUNCT
gssr-621	644	11	e.g.	e.g.	ADV
gssr-621	644	12	,	,	PUNCT
gssr-621	644	13	genetic	genetic	ADJ
gssr-621	644	14	algorithms	algorithm	NOUN
gssr-621	644	15	,	,	PUNCT
gssr-621	644	16	particle	particle	NOUN
gssr-621	644	17	swarm	swarm	NOUN
gssr-621	644	18	optimization	optimization	NOUN
gssr-621	644	19	)	)	PUNCT
gssr-621	644	20	,	,	PUNCT
gssr-621	644	21	swarm	swarm	NOUN
gssr-621	644	22	intelligence	intelligence	NOUN
gssr-621	644	23	algorithms	algorithm	NOUN
gssr-621	644	24	,	,	PUNCT
gssr-621	644	25	mathematical	mathematical	ADJ
gssr-621	644	26	programming	programming	NOUN
gssr-621	644	27	-	-	PUNCT
gssr-621	644	28	based	base	VERB
gssr-621	644	29	approaches	approach	NOUN
gssr-621	644	30	(	(	PUNCT
gssr-621	644	31	e.g.	e.g.	ADV
gssr-621	644	32	,	,	PUNCT
gssr-621	644	33	linear	linear	ADJ
gssr-621	644	34	programming	programming	NOUN
gssr-621	644	35	,	,	PUNCT
gssr-621	644	36	nonlinear	nonlinear	ADJ
gssr-621	644	37	programming	programming	NOUN
gssr-621	644	38	)	)	PUNCT
gssr-621	644	39	,	,	PUNCT
gssr-621	644	40	and	and	CCONJ
gssr-621	644	41	decomposition	decomposition	NOUN
gssr-621	644	42	-	-	PUNCT
gssr-621	644	43	based	base	VERB
gssr-621	644	44	methods	method	NOUN
gssr-621	644	45	(	(	PUNCT
gssr-621	644	46	e.g.	e.g.	ADV
gssr-621	644	47	,	,	PUNCT
gssr-621	644	48	weighted	weight	VERB
gssr-621	644	49	sum	sum	NOUN
gssr-621	644	50	,	,	PUNCT
gssr-621	644	51	εconstraint	εconstraint	NOUN
gssr-621	644	52	)	)	PUNCT
gssr-621	644	53	.	.	PUNCT
gssr-621	645	1	these	these	DET
gssr-621	645	2	algorithms	algorithm	NOUN
gssr-621	645	3	differ	differ	VERB
gssr-621	645	4	in	in	ADP
gssr-621	645	5	their	their	PRON
gssr-621	645	6	search	search	NOUN
gssr-621	645	7	strategies	strategy	NOUN
gssr-621	645	8	,	,	PUNCT
gssr-621	645	9	exploration	exploration	NOUN
gssr-621	645	10	-	-	PUNCT
gssr-621	645	11	exploitation	exploitation	NOUN
gssr-621	645	12	balance	balance	NOUN
gssr-621	645	13	,	,	PUNCT
gssr-621	645	14	and	and	CCONJ
gssr-621	645	15	handling	handling	NOUN
gssr-621	645	16	of	of	ADP
gssr-621	645	17	constraints	constraint	NOUN
gssr-621	645	18	,	,	PUNCT
gssr-621	645	19	but	but	CCONJ
gssr-621	645	20	they	they	PRON
gssr-621	645	21	all	all	PRON
gssr-621	645	22	aim	aim	VERB
gssr-621	645	23	to	to	PART
gssr-621	645	24	identify	identify	VERB
gssr-621	645	25	diverse	diverse	ADJ
gssr-621	645	26	and	and	CCONJ
gssr-621	645	27	high	high	ADJ
gssr-621	645	28	-	-	PUNCT
gssr-621	645	29	quality	quality	NOUN
gssr-621	645	30	solutions	solution	NOUN
gssr-621	645	31	on	on	ADP
gssr-621	645	32	the	the	DET
gssr-621	645	33	pareto	pareto	ADJ
gssr-621	645	34	front	front	NOUN
gssr-621	645	35	(	(	PUNCT
gssr-621	645	36	briones	briones	PROPN
gssr-621	645	37	-	-	PUNCT
gssr-621	645	38	baez	baez	PROPN
gssr-621	645	39	et	et	PROPN
gssr-621	645	40	al	al	PROPN
gssr-621	645	41	.	.	PROPN
gssr-621	645	42	,	,	PUNCT
gssr-621	645	43	2022	2022	NUM
gssr-621	645	44	;	;	PUNCT
gssr-621	645	45	el	el	PROPN
gssr-621	645	46	moutaouakil	moutaouakil	PROPN
gssr-621	645	47	et	et	PROPN
gssr-621	645	48	al	al	PROPN
gssr-621	645	49	.	.	PROPN
gssr-621	645	50	,	,	PUNCT
gssr-621	645	51	2023	2023	NUM
gssr-621	645	52	)	)	PUNCT
gssr-621	645	53	.	.	PUNCT
gssr-621	646	1	results	result	NOUN
gssr-621	646	2	and	and	CCONJ
gssr-621	646	3	discussion	discussion	NOUN
gssr-621	646	4	techno	techno	NOUN
gssr-621	646	5	-	-	PUNCT
gssr-621	646	6	economic	economic	ADJ
gssr-621	646	7	analysis	analysis	NOUN
gssr-621	646	8	of	of	ADP
gssr-621	646	9	glucose	glucose	NOUN
gssr-621	646	10	production	production	NOUN
gssr-621	646	11	techno	techno	NOUN
gssr-621	646	12	-	-	PUNCT
gssr-621	646	13	economic	economic	ADJ
gssr-621	646	14	analysis	analysis	NOUN
gssr-621	646	15	(	(	PUNCT
gssr-621	646	16	tea	tea	NOUN
gssr-621	646	17	)	)	PUNCT
gssr-621	646	18	is	be	AUX
gssr-621	646	19	a	a	DET
gssr-621	646	20	comprehensive	comprehensive	ADJ
gssr-621	646	21	evaluation	evaluation	NOUN
gssr-621	646	22	method	method	NOUN
gssr-621	646	23	used	use	VERB
gssr-621	646	24	to	to	PART
gssr-621	646	25	assess	assess	VERB
gssr-621	646	26	the	the	DET
gssr-621	646	27	feasibility	feasibility	NOUN
gssr-621	646	28	and	and	CCONJ
gssr-621	646	29	economic	economic	ADJ
gssr-621	646	30	viability	viability	NOUN
gssr-621	646	31	of	of	ADP
gssr-621	646	32	a	a	DET
gssr-621	646	33	particular	particular	ADJ
gssr-621	646	34	process	process	NOUN
gssr-621	646	35	or	or	CCONJ
gssr-621	646	36	technology	technology	NOUN
gssr-621	646	37	(	(	PUNCT
gssr-621	646	38	das	das	PROPN
gssr-621	646	39	et	et	PROPN
gssr-621	646	40	al	al	PROPN
gssr-621	646	41	.	.	PROPN
gssr-621	646	42	,	,	PUNCT
gssr-621	646	43	2022	2022	NUM
gssr-621	646	44	)	)	PUNCT
gssr-621	646	45	.	.	PUNCT
gssr-621	647	1	in	in	ADP
gssr-621	647	2	the	the	DET
gssr-621	647	3	context	context	NOUN
gssr-621	647	4	of	of	ADP
gssr-621	647	5	glucose	glucose	NOUN
gssr-621	647	6	production	production	NOUN
gssr-621	647	7	,	,	PUNCT
gssr-621	647	8	tea	tea	NOUN
gssr-621	647	9	plays	play	VERB
gssr-621	647	10	a	a	DET
gssr-621	647	11	crucial	crucial	ADJ
gssr-621	647	12	role	role	NOUN
gssr-621	647	13	in	in	ADP
gssr-621	647	14	analyzing	analyze	VERB
gssr-621	647	15	the	the	DET
gssr-621	647	16	costs	cost	NOUN
gssr-621	647	17	,	,	PUNCT
gssr-621	647	18	profitability	profitability	NOUN
gssr-621	647	19	,	,	PUNCT
gssr-621	647	20	and	and	CCONJ
gssr-621	647	21	overall	overall	ADJ
gssr-621	647	22	economic	economic	ADJ
gssr-621	647	23	performance	performance	NOUN
gssr-621	647	24	of	of	ADP
gssr-621	647	25	different	different	ADJ
gssr-621	647	26	production	production	NOUN
gssr-621	647	27	methods	method	NOUN
gssr-621	647	28	.	.	PUNCT
gssr-621	648	1	it	it	PRON
gssr-621	648	2	provides	provide	VERB
gssr-621	648	3	insights	insight	NOUN
gssr-621	648	4	into	into	ADP
gssr-621	648	5	the	the	DET
gssr-621	648	6	financial	financial	ADJ
gssr-621	648	7	aspects	aspect	NOUN
gssr-621	648	8	of	of	ADP
gssr-621	648	9	glucose	glucose	NOUN
gssr-621	648	10	production	production	NOUN
gssr-621	648	11	and	and	CCONJ
gssr-621	648	12	helps	help	VERB
gssr-621	648	13	decisionmakers	decisionmaker	NOUN
gssr-621	648	14	evaluate	evaluate	VERB
gssr-621	648	15	the	the	DET
gssr-621	648	16	economic	economic	ADJ
gssr-621	648	17	feasibility	feasibility	NOUN
gssr-621	648	18	of	of	ADP
gssr-621	648	19	implementing	implement	VERB
gssr-621	648	20	specific	specific	ADJ
gssr-621	648	21	production	production	NOUN
gssr-621	648	22	processes	process	NOUN
gssr-621	648	23	.	.	PUNCT
gssr-621	649	1	tea	tea	NOUN
gssr-621	649	2	involves	involve	VERB
gssr-621	649	3	a	a	DET
gssr-621	649	4	detailed	detailed	ADJ
gssr-621	649	5	cost	cost	NOUN
gssr-621	649	6	analysis	analysis	NOUN
gssr-621	649	7	that	that	PRON
gssr-621	649	8	examines	examine	VERB
gssr-621	649	9	the	the	DET
gssr-621	649	10	various	various	ADJ
gssr-621	649	11	cost	cost	NOUN
gssr-621	649	12	components	component	NOUN
gssr-621	649	13	associated	associate	VERB
gssr-621	649	14	with	with	ADP
gssr-621	649	15	glucose	glucose	NOUN
gssr-621	649	16	production	production	NOUN
gssr-621	649	17	.	.	PUNCT
gssr-621	650	1	these	these	DET
gssr-621	650	2	costs	cost	NOUN
gssr-621	650	3	can	can	AUX
gssr-621	650	4	include	include	VERB
gssr-621	650	5	raw	raw	ADJ
gssr-621	650	6	materials	material	NOUN
gssr-621	650	7	,	,	PUNCT
gssr-621	650	8	equipment	equipment	NOUN
gssr-621	650	9	and	and	CCONJ
gssr-621	650	10	infrastructure	infrastructure	NOUN
gssr-621	650	11	,	,	PUNCT
gssr-621	650	12	labor	labor	NOUN
gssr-621	650	13	,	,	PUNCT
gssr-621	650	14	energy	energy	NOUN
gssr-621	650	15	consumption	consumption	NOUN
gssr-621	650	16	,	,	PUNCT
gssr-621	650	17	utilities	utility	NOUN
gssr-621	650	18	,	,	PUNCT
gssr-621	650	19	maintenance	maintenance	NOUN
gssr-621	650	20	,	,	PUNCT
gssr-621	650	21	waste	waste	NOUN
gssr-621	650	22	treatment	treatment	NOUN
gssr-621	650	23	,	,	PUNCT
gssr-621	650	24	and	and	CCONJ
gssr-621	650	25	other	other	ADJ
gssr-621	650	26	operational	operational	ADJ
gssr-621	650	27	expenses	expense	NOUN
gssr-621	650	28	(	(	PUNCT
gssr-621	650	29	jarunglumlert	jarunglumlert	PROPN
gssr-621	650	30	&	&	CCONJ
gssr-621	650	31	prommuak	prommuak	PROPN
gssr-621	650	32	,	,	PUNCT
gssr-621	650	33	2021	2021	NUM
gssr-621	650	34	)	)	PUNCT
gssr-621	650	35	.	.	PUNCT
gssr-621	651	1	by	by	ADP
gssr-621	651	2	quantifying	quantify	VERB
gssr-621	651	3	and	and	CCONJ
gssr-621	651	4	analyzing	analyze	VERB
gssr-621	651	5	these	these	DET
gssr-621	651	6	costs	cost	NOUN
gssr-621	651	7	,	,	PUNCT
gssr-621	651	8	tea	tea	NOUN
gssr-621	651	9	helps	helps	AUX
gssr-621	651	10	identify	identify	VERB
gssr-621	651	11	the	the	DET
gssr-621	651	12	major	major	ADJ
gssr-621	651	13	cost	cost	NOUN
gssr-621	651	14	drivers	driver	NOUN
gssr-621	651	15	and	and	CCONJ
gssr-621	651	16	evaluate	evaluate	VERB
gssr-621	651	17	the	the	DET
gssr-621	651	18	overall	overall	ADJ
gssr-621	651	19	cost	cost	NOUN
gssr-621	651	20	structure	structure	NOUN
gssr-621	651	21	of	of	ADP
gssr-621	651	22	the	the	DET
gssr-621	651	23	production	production	NOUN
gssr-621	651	24	process	process	NOUN
gssr-621	651	25	.	.	PUNCT
gssr-621	652	1	in	in	ADP
gssr-621	652	2	addition	addition	NOUN
gssr-621	652	3	to	to	PART
gssr-621	652	4	cost	cost	VERB
gssr-621	652	5	analysis	analysis	NOUN
gssr-621	652	6	,	,	PUNCT
gssr-621	652	7	tea	tea	NOUN
gssr-621	652	8	also	also	ADV
gssr-621	652	9	considers	consider	VERB
gssr-621	652	10	revenue	revenue	NOUN
gssr-621	652	11	generation	generation	NOUN
gssr-621	652	12	potential	potential	NOUN
gssr-621	652	13	.	.	PUNCT
gssr-621	653	1	it	it	PRON
gssr-621	653	2	examines	examine	VERB
gssr-621	653	3	the	the	DET
gssr-621	653	4	market	market	NOUN
gssr-621	653	5	demand	demand	NOUN
gssr-621	653	6	for	for	ADP
gssr-621	653	7	glucose	glucose	NOUN
gssr-621	653	8	and	and	CCONJ
gssr-621	653	9	estimates	estimate	VERB
gssr-621	653	10	the	the	DET
gssr-621	653	11	potential	potential	ADJ
gssr-621	653	12	sales	sale	NOUN
gssr-621	653	13	volume	volume	NOUN
gssr-621	653	14	and	and	CCONJ
gssr-621	653	15	pricing	pricing	NOUN
gssr-621	653	16	(	(	PUNCT
gssr-621	653	17	muhammad	muhammad	PROPN
gssr-621	653	18	et	et	PROPN
gssr-621	653	19	al	al	PROPN
gssr-621	653	20	.	.	PROPN
gssr-621	653	21	,	,	PUNCT
gssr-621	653	22	2022	2022	NUM
gssr-621	653	23	)	)	PUNCT
gssr-621	653	24	.	.	PUNCT
gssr-621	654	1	market	market	NOUN
gssr-621	654	2	factors	factor	NOUN
gssr-621	654	3	,	,	PUNCT
gssr-621	654	4	such	such	ADJ
gssr-621	654	5	as	as	ADP
gssr-621	654	6	supply	supply	NOUN
gssr-621	654	7	and	and	CCONJ
gssr-621	654	8	demand	demand	NOUN
gssr-621	654	9	dynamics	dynamic	NOUN
gssr-621	654	10	,	,	PUNCT
gssr-621	654	11	competition	competition	NOUN
gssr-621	654	12	,	,	PUNCT
gssr-621	654	13	and	and	CCONJ
gssr-621	654	14	pricing	pricing	NOUN
gssr-621	654	15	trends	trend	NOUN
gssr-621	654	16	,	,	PUNCT
gssr-621	654	17	are	be	AUX
gssr-621	654	18	taken	take	VERB
gssr-621	654	19	into	into	ADP
gssr-621	654	20	account	account	NOUN
gssr-621	654	21	.	.	PUNCT
gssr-621	655	1	by	by	ADP
gssr-621	655	2	estimating	estimate	VERB
gssr-621	655	3	the	the	DET
gssr-621	655	4	revenue	revenue	NOUN
gssr-621	655	5	generated	generate	VERB
gssr-621	655	6	from	from	ADP
gssr-621	655	7	glucose	glucose	NOUN
gssr-621	655	8	sales	sale	NOUN
gssr-621	655	9	,	,	PUNCT
gssr-621	655	10	tea	tea	NOUN
gssr-621	655	11	provides	provide	VERB
gssr-621	655	12	insights	insight	NOUN
gssr-621	655	13	into	into	ADP
gssr-621	655	14	the	the	DET
gssr-621	655	15	profitability	profitability	NOUN
gssr-621	655	16	and	and	CCONJ
gssr-621	655	17	financial	financial	ADJ
gssr-621	655	18	viability	viability	NOUN
gssr-621	655	19	of	of	ADP
gssr-621	655	20	the	the	DET
gssr-621	655	21	production	production	NOUN
gssr-621	655	22	process	process	NOUN
gssr-621	655	23	.	.	PUNCT
gssr-621	656	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	656	2	global	global	ADJ
gssr-621	656	3	sustainability	sustainability	NOUN
gssr-621	656	4	research	research	NOUN
gssr-621	656	5	global	global	ADJ
gssr-621	656	6	scientific	scientific	ADJ
gssr-621	656	7	research	research	NOUN
gssr-621	656	8	104	104	NUM
gssr-621	656	9	tea	tea	NOUN
gssr-621	656	10	includes	include	VERB
gssr-621	656	11	sensitivity	sensitivity	NOUN
gssr-621	656	12	analysis	analysis	NOUN
gssr-621	656	13	to	to	PART
gssr-621	656	14	assess	assess	VERB
gssr-621	656	15	the	the	DET
gssr-621	656	16	impact	impact	NOUN
gssr-621	656	17	of	of	ADP
gssr-621	656	18	uncertain	uncertain	ADJ
gssr-621	656	19	parameters	parameter	NOUN
gssr-621	656	20	and	and	CCONJ
gssr-621	656	21	variables	variable	NOUN
gssr-621	656	22	on	on	ADP
gssr-621	656	23	the	the	DET
gssr-621	656	24	economic	economic	ADJ
gssr-621	656	25	performance	performance	NOUN
gssr-621	656	26	of	of	ADP
gssr-621	656	27	glucose	glucose	NOUN
gssr-621	656	28	production	production	NOUN
gssr-621	656	29	.	.	PUNCT
gssr-621	657	1	this	this	DET
gssr-621	657	2	analysis	analysis	NOUN
gssr-621	657	3	explores	explore	VERB
gssr-621	657	4	how	how	SCONJ
gssr-621	657	5	changes	change	NOUN
gssr-621	657	6	in	in	ADP
gssr-621	657	7	factors	factor	NOUN
gssr-621	657	8	such	such	ADJ
gssr-621	657	9	as	as	ADP
gssr-621	657	10	raw	raw	ADJ
gssr-621	657	11	material	material	NOUN
gssr-621	657	12	prices	price	NOUN
gssr-621	657	13	,	,	PUNCT
gssr-621	657	14	energy	energy	NOUN
gssr-621	657	15	costs	cost	NOUN
gssr-621	657	16	,	,	PUNCT
gssr-621	657	17	labor	labor	NOUN
gssr-621	657	18	rates	rate	NOUN
gssr-621	657	19	,	,	PUNCT
gssr-621	657	20	and	and	CCONJ
gssr-621	657	21	market	market	NOUN
gssr-621	657	22	conditions	condition	NOUN
gssr-621	657	23	affect	affect	VERB
gssr-621	657	24	the	the	DET
gssr-621	657	25	profitability	profitability	NOUN
gssr-621	657	26	and	and	CCONJ
gssr-621	657	27	overall	overall	ADJ
gssr-621	657	28	economic	economic	ADJ
gssr-621	657	29	feasibility	feasibility	NOUN
gssr-621	657	30	of	of	ADP
gssr-621	657	31	the	the	DET
gssr-621	657	32	process	process	NOUN
gssr-621	657	33	(	(	PUNCT
gssr-621	657	34	barba	barba	NOUN
gssr-621	657	35	et	et	PROPN
gssr-621	657	36	al	al	PROPN
gssr-621	657	37	.	.	PROPN
gssr-621	657	38	,	,	PUNCT
gssr-621	657	39	2022	2022	NUM
gssr-621	657	40	)	)	PUNCT
gssr-621	657	41	.	.	PUNCT
gssr-621	658	1	sensitivity	sensitivity	NOUN
gssr-621	658	2	analysis	analysis	NOUN
gssr-621	658	3	helps	helps	AUX
gssr-621	658	4	identify	identify	VERB
gssr-621	658	5	critical	critical	ADJ
gssr-621	658	6	factors	factor	NOUN
gssr-621	658	7	and	and	CCONJ
gssr-621	658	8	assess	assess	VERB
gssr-621	658	9	the	the	DET
gssr-621	658	10	robustness	robustness	NOUN
gssr-621	658	11	of	of	ADP
gssr-621	658	12	the	the	DET
gssr-621	658	13	project	project	NOUN
gssr-621	658	14	's	's	PART
gssr-621	658	15	financial	financial	ADJ
gssr-621	658	16	performance	performance	NOUN
gssr-621	658	17	under	under	ADP
gssr-621	658	18	different	different	ADJ
gssr-621	658	19	scenarios	scenario	NOUN
gssr-621	658	20	.	.	PUNCT
gssr-621	659	1	cash	cash	NOUN
gssr-621	659	2	flow	flow	NOUN
gssr-621	659	3	analysis	analysis	NOUN
gssr-621	659	4	is	be	AUX
gssr-621	659	5	a	a	DET
gssr-621	659	6	fundamental	fundamental	ADJ
gssr-621	659	7	part	part	NOUN
gssr-621	659	8	of	of	ADP
gssr-621	659	9	tea	tea	NOUN
gssr-621	659	10	,	,	PUNCT
gssr-621	659	11	focusing	focus	VERB
gssr-621	659	12	on	on	ADP
gssr-621	659	13	the	the	DET
gssr-621	659	14	inflows	inflow	NOUN
gssr-621	659	15	and	and	CCONJ
gssr-621	659	16	outflows	outflow	NOUN
gssr-621	659	17	of	of	ADP
gssr-621	659	18	cash	cash	NOUN
gssr-621	659	19	associated	associate	VERB
gssr-621	659	20	with	with	ADP
gssr-621	659	21	glucose	glucose	NOUN
gssr-621	659	22	production	production	NOUN
gssr-621	659	23	.	.	PUNCT
gssr-621	660	1	it	it	PRON
gssr-621	660	2	considers	consider	VERB
gssr-621	660	3	the	the	DET
gssr-621	660	4	timing	timing	NOUN
gssr-621	660	5	of	of	ADP
gssr-621	660	6	costs	cost	NOUN
gssr-621	660	7	and	and	CCONJ
gssr-621	660	8	revenues	revenue	NOUN
gssr-621	660	9	over	over	ADP
gssr-621	660	10	the	the	DET
gssr-621	660	11	project	project	NOUN
gssr-621	660	12	's	's	PART
gssr-621	660	13	lifespan	lifespan	NOUN
gssr-621	660	14	to	to	PART
gssr-621	660	15	determine	determine	VERB
gssr-621	660	16	the	the	DET
gssr-621	660	17	project	project	NOUN
gssr-621	660	18	's	's	PART
gssr-621	660	19	cash	cash	NOUN
gssr-621	660	20	flow	flow	NOUN
gssr-621	660	21	profile	profile	NOUN
gssr-621	660	22	(	(	PUNCT
gssr-621	660	23	kuo	kuo	PROPN
gssr-621	660	24	&	&	CCONJ
gssr-621	660	25	yu	yu	PROPN
gssr-621	660	26	,	,	PUNCT
gssr-621	660	27	2020	2020	NUM
gssr-621	660	28	)	)	PUNCT
gssr-621	660	29	.	.	PUNCT
gssr-621	661	1	cash	cash	NOUN
gssr-621	661	2	flow	flow	NOUN
gssr-621	661	3	analysis	analysis	NOUN
gssr-621	661	4	allows	allow	VERB
gssr-621	661	5	for	for	ADP
gssr-621	661	6	the	the	DET
gssr-621	661	7	evaluation	evaluation	NOUN
gssr-621	661	8	of	of	ADP
gssr-621	661	9	the	the	DET
gssr-621	661	10	project	project	NOUN
gssr-621	661	11	's	's	PART
gssr-621	661	12	financial	financial	ADJ
gssr-621	661	13	viability	viability	NOUN
gssr-621	661	14	,	,	PUNCT
gssr-621	661	15	profitability	profitability	NOUN
gssr-621	661	16	,	,	PUNCT
gssr-621	661	17	and	and	CCONJ
gssr-621	661	18	return	return	VERB
gssr-621	661	19	on	on	ADP
gssr-621	661	20	investment	investment	NOUN
gssr-621	661	21	.	.	PUNCT
gssr-621	662	1	it	it	PRON
gssr-621	662	2	helps	help	VERB
gssr-621	662	3	assess	assess	VERB
gssr-621	662	4	the	the	DET
gssr-621	662	5	project	project	NOUN
gssr-621	662	6	's	's	PART
gssr-621	662	7	ability	ability	NOUN
gssr-621	662	8	to	to	PART
gssr-621	662	9	generate	generate	VERB
gssr-621	662	10	positive	positive	ADJ
gssr-621	662	11	cash	cash	NOUN
gssr-621	662	12	flow	flow	NOUN
gssr-621	662	13	and	and	CCONJ
gssr-621	662	14	recover	recover	VERB
gssr-621	662	15	the	the	DET
gssr-621	662	16	initial	initial	ADJ
gssr-621	662	17	investment	investment	NOUN
gssr-621	662	18	in	in	ADP
gssr-621	662	19	a	a	DET
gssr-621	662	20	reasonable	reasonable	ADJ
gssr-621	662	21	timeframe	timeframe	NOUN
gssr-621	662	22	.	.	PUNCT
gssr-621	663	1	tea	tea	NOUN
gssr-621	663	2	provides	provide	VERB
gssr-621	663	3	an	an	DET
gssr-621	663	4	evaluation	evaluation	NOUN
gssr-621	663	5	of	of	ADP
gssr-621	663	6	the	the	DET
gssr-621	663	7	required	require	VERB
gssr-621	663	8	capital	capital	NOUN
gssr-621	663	9	investment	investment	NOUN
gssr-621	663	10	for	for	ADP
gssr-621	663	11	establishing	establish	VERB
gssr-621	663	12	glucose	glucose	NOUN
gssr-621	663	13	production	production	NOUN
gssr-621	663	14	facilities	facility	NOUN
gssr-621	663	15	.	.	PUNCT
gssr-621	664	1	it	it	PRON
gssr-621	664	2	assesses	assess	VERB
gssr-621	664	3	the	the	DET
gssr-621	664	4	capital	capital	NOUN
gssr-621	664	5	expenditure	expenditure	NOUN
gssr-621	664	6	(	(	PUNCT
gssr-621	664	7	capex	capex	NOUN
gssr-621	664	8	)	)	PUNCT
gssr-621	664	9	involved	involve	VERB
gssr-621	664	10	in	in	ADP
gssr-621	664	11	purchasing	purchase	VERB
gssr-621	664	12	equipment	equipment	NOUN
gssr-621	664	13	,	,	PUNCT
gssr-621	664	14	constructing	construct	VERB
gssr-621	664	15	infrastructure	infrastructure	NOUN
gssr-621	664	16	,	,	PUNCT
gssr-621	664	17	and	and	CCONJ
gssr-621	664	18	setting	set	VERB
gssr-621	664	19	up	up	ADP
gssr-621	664	20	the	the	DET
gssr-621	664	21	necessary	necessary	ADJ
gssr-621	664	22	production	production	NOUN
gssr-621	664	23	processes	process	NOUN
gssr-621	664	24	.	.	PUNCT
gssr-621	665	1	this	this	DET
gssr-621	665	2	analysis	analysis	NOUN
gssr-621	665	3	helps	help	VERB
gssr-621	665	4	determine	determine	VERB
gssr-621	665	5	the	the	DET
gssr-621	665	6	investment	investment	NOUN
gssr-621	665	7	requirements	requirement	NOUN
gssr-621	665	8	,	,	PUNCT
gssr-621	665	9	payback	payback	NOUN
gssr-621	665	10	period	period	NOUN
gssr-621	665	11	,	,	PUNCT
gssr-621	665	12	and	and	CCONJ
gssr-621	665	13	return	return	VERB
gssr-621	665	14	on	on	ADP
gssr-621	665	15	investment	investment	NOUN
gssr-621	665	16	(	(	PUNCT
gssr-621	665	17	roi	roi	NOUN
gssr-621	665	18	)	)	PUNCT
gssr-621	665	19	of	of	ADP
gssr-621	665	20	the	the	DET
gssr-621	665	21	project	project	NOUN
gssr-621	665	22	(	(	PUNCT
gssr-621	665	23	brandt	brandt	PROPN
gssr-621	665	24	et	et	PROPN
gssr-621	665	25	al	al	PROPN
gssr-621	665	26	.	.	PROPN
gssr-621	665	27	,	,	PUNCT
gssr-621	665	28	2018	2018	NUM
gssr-621	665	29	)	)	PUNCT
gssr-621	665	30	.	.	PUNCT
gssr-621	666	1	tea	tea	NOUN
gssr-621	666	2	incorporates	incorporate	VERB
gssr-621	666	3	risk	risk	NOUN
gssr-621	666	4	assessment	assessment	NOUN
gssr-621	666	5	and	and	CCONJ
gssr-621	666	6	mitigation	mitigation	NOUN
gssr-621	666	7	strategies	strategy	NOUN
gssr-621	666	8	to	to	PART
gssr-621	666	9	evaluate	evaluate	VERB
gssr-621	666	10	the	the	DET
gssr-621	666	11	potential	potential	ADJ
gssr-621	666	12	risks	risk	NOUN
gssr-621	666	13	and	and	CCONJ
gssr-621	666	14	uncertainties	uncertainty	NOUN
gssr-621	666	15	associated	associate	VERB
gssr-621	666	16	with	with	ADP
gssr-621	666	17	glucose	glucose	NOUN
gssr-621	666	18	production	production	NOUN
gssr-621	666	19	.	.	PUNCT
gssr-621	667	1	it	it	PRON
gssr-621	667	2	considers	consider	VERB
gssr-621	667	3	factors	factor	NOUN
gssr-621	667	4	such	such	ADJ
gssr-621	667	5	as	as	ADP
gssr-621	667	6	market	market	NOUN
gssr-621	667	7	volatility	volatility	NOUN
gssr-621	667	8	,	,	PUNCT
gssr-621	667	9	regulatory	regulatory	ADJ
gssr-621	667	10	changes	change	NOUN
gssr-621	667	11	,	,	PUNCT
gssr-621	667	12	technological	technological	ADJ
gssr-621	667	13	risks	risk	NOUN
gssr-621	667	14	,	,	PUNCT
gssr-621	667	15	and	and	CCONJ
gssr-621	667	16	project	project	NOUN
gssr-621	667	17	-	-	PUNCT
gssr-621	667	18	specific	specific	ADJ
gssr-621	667	19	risks	risk	NOUN
gssr-621	667	20	.	.	PUNCT
gssr-621	668	1	by	by	ADP
gssr-621	668	2	identifying	identify	VERB
gssr-621	668	3	and	and	CCONJ
gssr-621	668	4	assessing	assess	VERB
gssr-621	668	5	these	these	DET
gssr-621	668	6	risks	risk	NOUN
gssr-621	668	7	,	,	PUNCT
gssr-621	668	8	tea	tea	NOUN
gssr-621	668	9	assists	assist	NOUN
gssr-621	668	10	in	in	ADP
gssr-621	668	11	developing	develop	VERB
gssr-621	668	12	risk	risk	NOUN
gssr-621	668	13	management	management	NOUN
gssr-621	668	14	strategies	strategy	NOUN
gssr-621	668	15	and	and	CCONJ
gssr-621	668	16	evaluating	evaluate	VERB
gssr-621	668	17	the	the	DET
gssr-621	668	18	project	project	NOUN
gssr-621	668	19	's	's	PART
gssr-621	668	20	resilience	resilience	NOUN
gssr-621	668	21	against	against	ADP
gssr-621	668	22	potential	potential	ADJ
gssr-621	668	23	challenges	challenge	NOUN
gssr-621	668	24	(	(	PUNCT
gssr-621	668	25	barba	barba	NOUN
gssr-621	668	26	et	et	PROPN
gssr-621	668	27	al	al	PROPN
gssr-621	668	28	.	.	PROPN
gssr-621	668	29	,	,	PUNCT
gssr-621	668	30	2022	2022	NUM
gssr-621	668	31	;	;	PUNCT
gssr-621	668	32	muhammad	muhammad	PROPN
gssr-621	668	33	et	et	PROPN
gssr-621	668	34	al	al	PROPN
gssr-621	668	35	.	.	PROPN
gssr-621	668	36	,	,	PUNCT
gssr-621	668	37	2022	2022	NUM
gssr-621	668	38	)	)	PUNCT
gssr-621	668	39	.	.	PUNCT
gssr-621	669	1	the	the	DET
gssr-621	669	2	primary	primary	ADJ
gssr-621	669	3	goal	goal	NOUN
gssr-621	669	4	of	of	ADP
gssr-621	669	5	tea	tea	NOUN
gssr-621	669	6	is	be	AUX
gssr-621	669	7	to	to	PART
gssr-621	669	8	provide	provide	VERB
gssr-621	669	9	decision	decision	NOUN
gssr-621	669	10	-	-	PUNCT
gssr-621	669	11	makers	maker	NOUN
gssr-621	669	12	with	with	ADP
gssr-621	669	13	comprehensive	comprehensive	ADJ
gssr-621	669	14	information	information	NOUN
gssr-621	669	15	and	and	CCONJ
gssr-621	669	16	insights	insight	NOUN
gssr-621	669	17	to	to	PART
gssr-621	669	18	support	support	VERB
gssr-621	669	19	informed	informed	ADJ
gssr-621	669	20	decision	decision	NOUN
gssr-621	669	21	-	-	PUNCT
gssr-621	669	22	making	making	NOUN
gssr-621	669	23	(	(	PUNCT
gssr-621	669	24	brandt	brandt	PROPN
gssr-621	669	25	et	et	PROPN
gssr-621	669	26	al	al	PROPN
gssr-621	669	27	.	.	PROPN
gssr-621	669	28	,	,	PUNCT
gssr-621	669	29	2018	2018	NUM
gssr-621	669	30	)	)	PUNCT
gssr-621	669	31	.	.	PUNCT
gssr-621	670	1	by	by	ADP
gssr-621	670	2	quantifying	quantify	VERB
gssr-621	670	3	the	the	DET
gssr-621	670	4	costs	cost	NOUN
gssr-621	670	5	,	,	PUNCT
gssr-621	670	6	revenues	revenue	NOUN
gssr-621	670	7	,	,	PUNCT
gssr-621	670	8	and	and	CCONJ
gssr-621	670	9	financial	financial	ADJ
gssr-621	670	10	performance	performance	NOUN
gssr-621	670	11	of	of	ADP
gssr-621	670	12	glucose	glucose	NOUN
gssr-621	670	13	production	production	NOUN
gssr-621	670	14	,	,	PUNCT
gssr-621	670	15	tea	tea	NOUN
gssr-621	670	16	enables	enable	VERB
gssr-621	670	17	decision	decision	NOUN
gssr-621	670	18	-	-	PUNCT
gssr-621	670	19	makers	maker	NOUN
gssr-621	670	20	to	to	PART
gssr-621	670	21	assess	assess	VERB
gssr-621	670	22	the	the	DET
gssr-621	670	23	economic	economic	ADJ
gssr-621	670	24	feasibility	feasibility	NOUN
gssr-621	670	25	of	of	ADP
gssr-621	670	26	different	different	ADJ
gssr-621	670	27	production	production	NOUN
gssr-621	670	28	methods	method	NOUN
gssr-621	670	29	,	,	PUNCT
gssr-621	670	30	compare	compare	VERB
gssr-621	670	31	alternative	alternative	ADJ
gssr-621	670	32	technologies	technology	NOUN
gssr-621	670	33	,	,	PUNCT
gssr-621	670	34	and	and	CCONJ
gssr-621	670	35	identify	identify	VERB
gssr-621	670	36	areas	area	NOUN
gssr-621	670	37	for	for	ADP
gssr-621	670	38	process	process	NOUN
gssr-621	670	39	optimization	optimization	NOUN
gssr-621	670	40	and	and	CCONJ
gssr-621	670	41	cost	cost	NOUN
gssr-621	670	42	reduction	reduction	NOUN
gssr-621	670	43	.	.	PUNCT
gssr-621	671	1	in	in	ADP
gssr-621	671	2	summary	summary	NOUN
gssr-621	671	3	,	,	PUNCT
gssr-621	671	4	techno	techno	NOUN
gssr-621	671	5	-	-	PUNCT
gssr-621	671	6	economic	economic	ADJ
gssr-621	671	7	analysis	analysis	NOUN
gssr-621	671	8	of	of	ADP
gssr-621	671	9	glucose	glucose	NOUN
gssr-621	671	10	production	production	NOUN
gssr-621	671	11	plays	play	VERB
gssr-621	671	12	a	a	DET
gssr-621	671	13	vital	vital	ADJ
gssr-621	671	14	role	role	NOUN
gssr-621	671	15	in	in	ADP
gssr-621	671	16	evaluating	evaluate	VERB
gssr-621	671	17	the	the	DET
gssr-621	671	18	financial	financial	ADJ
gssr-621	671	19	viability	viability	NOUN
gssr-621	671	20	,	,	PUNCT
gssr-621	671	21	profitability	profitability	NOUN
gssr-621	671	22	,	,	PUNCT
gssr-621	671	23	and	and	CCONJ
gssr-621	671	24	economic	economic	ADJ
gssr-621	671	25	feasibility	feasibility	NOUN
gssr-621	671	26	of	of	ADP
gssr-621	671	27	different	different	ADJ
gssr-621	671	28	production	production	NOUN
gssr-621	671	29	processes	process	NOUN
gssr-621	671	30	.	.	PUNCT
gssr-621	672	1	it	it	PRON
gssr-621	672	2	helps	help	VERB
gssr-621	672	3	assess	assess	VERB
gssr-621	672	4	the	the	DET
gssr-621	672	5	costs	cost	NOUN
gssr-621	672	6	,	,	PUNCT
gssr-621	672	7	revenues	revenue	NOUN
gssr-621	672	8	,	,	PUNCT
gssr-621	672	9	cash	cash	NOUN
gssr-621	672	10	flow	flow	NOUN
gssr-621	672	11	,	,	PUNCT
gssr-621	672	12	and	and	CCONJ
gssr-621	672	13	investment	investment	NOUN
gssr-621	672	14	requirements	requirement	NOUN
gssr-621	672	15	,	,	PUNCT
gssr-621	672	16	providing	provide	VERB
gssr-621	672	17	decision	decision	NOUN
gssr-621	672	18	-	-	PUNCT
gssr-621	672	19	makers	maker	NOUN
gssr-621	672	20	with	with	ADP
gssr-621	672	21	the	the	DET
gssr-621	672	22	necessary	necessary	ADJ
gssr-621	672	23	information	information	NOUN
gssr-621	672	24	to	to	PART
gssr-621	672	25	make	make	VERB
gssr-621	672	26	informed	informed	ADJ
gssr-621	672	27	choices	choice	NOUN
gssr-621	672	28	and	and	CCONJ
gssr-621	672	29	optimize	optimize	VERB
gssr-621	672	30	the	the	DET
gssr-621	672	31	economic	economic	ADJ
gssr-621	672	32	performance	performance	NOUN
gssr-621	672	33	of	of	ADP
gssr-621	672	34	glucose	glucose	NOUN
gssr-621	672	35	production	production	NOUN
gssr-621	672	36	(	(	PUNCT
gssr-621	672	37	ou	ou	X
gssr-621	672	38	et	et	PROPN
gssr-621	672	39	al	al	PROPN
gssr-621	672	40	.	.	PROPN
gssr-621	672	41	,	,	PUNCT
gssr-621	672	42	2020	2020	NUM
gssr-621	672	43	;	;	PUNCT
gssr-621	672	44	sant	sant	PROPN
gssr-621	672	45	et	et	PROPN
gssr-621	672	46	al	al	PROPN
gssr-621	672	47	.	.	PROPN
gssr-621	672	48	,	,	PUNCT
gssr-621	672	49	2021	2021	NUM
gssr-621	672	50	)	)	PUNCT
gssr-621	672	51	.	.	PUNCT
gssr-621	673	1	cost	cost	VERB
gssr-621	673	2	analysis	analysis	NOUN
gssr-621	673	3	of	of	ADP
gssr-621	673	4	feedstock	feedstock	NOUN
gssr-621	673	5	acquisition	acquisition	NOUN
gssr-621	673	6	cost	cost	NOUN
gssr-621	673	7	analysis	analysis	NOUN
gssr-621	673	8	of	of	ADP
gssr-621	673	9	feedstock	feedstock	NOUN
gssr-621	673	10	acquisition	acquisition	NOUN
gssr-621	673	11	is	be	AUX
gssr-621	673	12	a	a	DET
gssr-621	673	13	crucial	crucial	ADJ
gssr-621	673	14	aspect	aspect	NOUN
gssr-621	673	15	of	of	ADP
gssr-621	673	16	assessing	assess	VERB
gssr-621	673	17	the	the	DET
gssr-621	673	18	economic	economic	ADJ
gssr-621	673	19	feasibility	feasibility	NOUN
gssr-621	673	20	of	of	ADP
gssr-621	673	21	glucose	glucose	NOUN
gssr-621	673	22	production	production	NOUN
gssr-621	673	23	(	(	PUNCT
gssr-621	673	24	kuo	kuo	PROPN
gssr-621	673	25	&	&	CCONJ
gssr-621	673	26	yu	yu	PROPN
gssr-621	673	27	,	,	PUNCT
gssr-621	673	28	2020	2020	NUM
gssr-621	673	29	)	)	PUNCT
gssr-621	673	30	.	.	PUNCT
gssr-621	674	1	feedstock	feedstock	NOUN
gssr-621	674	2	,	,	PUNCT
gssr-621	674	3	which	which	PRON
gssr-621	674	4	refers	refer	VERB
gssr-621	674	5	to	to	ADP
gssr-621	674	6	the	the	DET
gssr-621	674	7	raw	raw	ADJ
gssr-621	674	8	materials	material	NOUN
gssr-621	674	9	used	use	VERB
gssr-621	674	10	in	in	ADP
gssr-621	674	11	the	the	DET
gssr-621	674	12	production	production	NOUN
gssr-621	674	13	process	process	NOUN
gssr-621	674	14	,	,	PUNCT
gssr-621	674	15	typically	typically	ADV
gssr-621	674	16	represents	represent	VERB
gssr-621	674	17	a	a	DET
gssr-621	674	18	significant	significant	ADJ
gssr-621	674	19	portion	portion	NOUN
gssr-621	674	20	of	of	ADP
gssr-621	674	21	the	the	DET
gssr-621	674	22	overall	overall	ADJ
gssr-621	674	23	production	production	NOUN
gssr-621	674	24	costs	cost	NOUN
gssr-621	674	25	.	.	PUNCT
gssr-621	675	1	analyzing	analyze	VERB
gssr-621	675	2	the	the	DET
gssr-621	675	3	costs	cost	NOUN
gssr-621	675	4	associated	associate	VERB
gssr-621	675	5	with	with	ADP
gssr-621	675	6	acquiring	acquire	VERB
gssr-621	675	7	feedstock	feedstock	NOUN
gssr-621	675	8	provides	provide	VERB
gssr-621	675	9	valuable	valuable	ADJ
gssr-621	675	10	insights	insight	NOUN
gssr-621	675	11	into	into	ADP
gssr-621	675	12	the	the	DET
gssr-621	675	13	financial	financial	ADJ
gssr-621	675	14	implications	implication	NOUN
gssr-621	675	15	of	of	ADP
gssr-621	675	16	different	different	ADJ
gssr-621	675	17	sourcing	sourcing	NOUN
gssr-621	675	18	strategies	strategy	NOUN
gssr-621	675	19	and	and	CCONJ
gssr-621	675	20	helps	help	VERB
gssr-621	675	21	decision	decision	NOUN
gssr-621	675	22	-	-	PUNCT
gssr-621	675	23	makers	maker	NOUN
gssr-621	675	24	optimize	optimize	VERB
gssr-621	675	25	the	the	DET
gssr-621	675	26	cost	cost	NOUN
gssr-621	675	27	-	-	PUNCT
gssr-621	675	28	effectiveness	effectiveness	NOUN
gssr-621	675	29	of	of	ADP
gssr-621	675	30	glucose	glucose	NOUN
gssr-621	675	31	production	production	NOUN
gssr-621	675	32	.	.	PUNCT
gssr-621	676	1	the	the	DET
gssr-621	676	2	cost	cost	NOUN
gssr-621	676	3	analysis	analysis	NOUN
gssr-621	676	4	begins	begin	VERB
gssr-621	676	5	by	by	ADP
gssr-621	676	6	examining	examine	VERB
gssr-621	676	7	the	the	DET
gssr-621	676	8	pricing	pricing	NOUN
gssr-621	676	9	of	of	ADP
gssr-621	676	10	various	various	ADJ
gssr-621	676	11	feedstock	feedstock	NOUN
gssr-621	676	12	options	option	NOUN
gssr-621	676	13	.	.	PUNCT
gssr-621	677	1	different	different	ADJ
gssr-621	677	2	feedstock	feedstock	NOUN
gssr-621	677	3	sources	source	NOUN
gssr-621	677	4	,	,	PUNCT
gssr-621	677	5	such	such	ADJ
gssr-621	677	6	as	as	ADP
gssr-621	677	7	agricultural	agricultural	ADJ
gssr-621	677	8	residues	residue	NOUN
gssr-621	677	9	,	,	PUNCT
gssr-621	677	10	forest	forest	NOUN
gssr-621	677	11	biomass	biomass	NOUN
gssr-621	677	12	,	,	PUNCT
gssr-621	677	13	algal	algal	ADJ
gssr-621	677	14	biomass	biomass	NOUN
gssr-621	677	15	,	,	PUNCT
gssr-621	677	16	or	or	CCONJ
gssr-621	677	17	food	food	NOUN
gssr-621	677	18	waste	waste	NOUN
gssr-621	677	19	,	,	PUNCT
gssr-621	677	20	may	may	AUX
gssr-621	677	21	have	have	VERB
gssr-621	677	22	varying	vary	VERB
gssr-621	677	23	cost	cost	NOUN
gssr-621	677	24	structures	structure	NOUN
gssr-621	677	25	(	(	PUNCT
gssr-621	677	26	codato	codato	NOUN
gssr-621	677	27	-	-	PUNCT
gssr-621	677	28	zumpano	zumpano	PROPN
gssr-621	677	29	et	et	PROPN
gssr-621	677	30	al	al	PROPN
gssr-621	677	31	.	.	PROPN
gssr-621	677	32	,	,	PUNCT
gssr-621	677	33	2023	2023	NUM
gssr-621	677	34	)	)	PUNCT
gssr-621	677	35	.	.	PUNCT
gssr-621	678	1	factors	factor	NOUN
gssr-621	678	2	influencing	influence	VERB
gssr-621	678	3	feedstock	feedstock	NOUN
gssr-621	678	4	pricing	pricing	NOUN
gssr-621	678	5	include	include	VERB
gssr-621	678	6	availability	availability	NOUN
gssr-621	678	7	,	,	PUNCT
gssr-621	678	8	seasonal	seasonal	ADJ
gssr-621	678	9	variations	variation	NOUN
gssr-621	678	10	,	,	PUNCT
gssr-621	678	11	demand	demand	NOUN
gssr-621	678	12	-	-	PUNCT
gssr-621	678	13	supply	supply	NOUN
gssr-621	678	14	dynamics	dynamic	NOUN
gssr-621	678	15	,	,	PUNCT
gssr-621	678	16	transportation	transportation	NOUN
gssr-621	678	17	costs	cost	NOUN
gssr-621	678	18	,	,	PUNCT
gssr-621	678	19	quality	quality	NOUN
gssr-621	678	20	considerations	consideration	NOUN
gssr-621	678	21	,	,	PUNCT
gssr-621	678	22	and	and	CCONJ
gssr-621	678	23	market	market	NOUN
gssr-621	678	24	competition	competition	NOUN
gssr-621	678	25	.	.	PUNCT
gssr-621	679	1	by	by	ADP
gssr-621	679	2	assessing	assess	VERB
gssr-621	679	3	the	the	DET
gssr-621	679	4	prices	price	NOUN
gssr-621	679	5	of	of	ADP
gssr-621	679	6	potential	potential	ADJ
gssr-621	679	7	feedstock	feedstock	NOUN
gssr-621	679	8	sources	source	NOUN
gssr-621	679	9	,	,	PUNCT
gssr-621	679	10	the	the	DET
gssr-621	679	11	cost	cost	NOUN
gssr-621	679	12	analysis	analysis	NOUN
gssr-621	679	13	enables	enable	VERB
gssr-621	679	14	the	the	DET
gssr-621	679	15	comparison	comparison	NOUN
gssr-621	679	16	of	of	ADP
gssr-621	679	17	different	different	ADJ
gssr-621	679	18	options	option	NOUN
gssr-621	679	19	and	and	CCONJ
gssr-621	679	20	their	their	PRON
gssr-621	679	21	impact	impact	NOUN
gssr-621	679	22	on	on	ADP
gssr-621	679	23	overall	overall	ADJ
gssr-621	679	24	production	production	NOUN
gssr-621	679	25	costs	cost	NOUN
gssr-621	679	26	.	.	PUNCT
gssr-621	680	1	apart	apart	ADV
gssr-621	680	2	from	from	ADP
gssr-621	680	3	pricing	pricing	NOUN
gssr-621	680	4	,	,	PUNCT
gssr-621	680	5	the	the	DET
gssr-621	680	6	quantity	quantity	NOUN
gssr-621	680	7	and	and	CCONJ
gssr-621	680	8	quality	quality	NOUN
gssr-621	680	9	of	of	ADP
gssr-621	680	10	feedstock	feedstock	NOUN
gssr-621	680	11	significantly	significantly	ADV
gssr-621	680	12	influence	influence	VERB
gssr-621	680	13	the	the	DET
gssr-621	680	14	overall	overall	ADJ
gssr-621	680	15	cost	cost	NOUN
gssr-621	680	16	of	of	ADP
gssr-621	680	17	acquisition	acquisition	NOUN
gssr-621	680	18	.	.	PUNCT
gssr-621	681	1	analyzing	analyze	VERB
gssr-621	681	2	the	the	DET
gssr-621	681	3	required	require	VERB
gssr-621	681	4	feedstock	feedstock	NOUN
gssr-621	681	5	quantities	quantity	NOUN
gssr-621	681	6	and	and	CCONJ
gssr-621	681	7	their	their	PRON
gssr-621	681	8	availability	availability	NOUN
gssr-621	681	9	helps	help	VERB
gssr-621	681	10	estimate	estimate	VERB
gssr-621	681	11	the	the	DET
gssr-621	681	12	scale	scale	NOUN
gssr-621	681	13	of	of	ADP
gssr-621	681	14	feedstock	feedstock	NOUN
gssr-621	681	15	acquisition	acquisition	NOUN
gssr-621	681	16	operations	operation	NOUN
gssr-621	681	17	.	.	PUNCT
gssr-621	682	1	this	this	DET
gssr-621	682	2	analysis	analysis	NOUN
gssr-621	682	3	considers	consider	VERB
gssr-621	682	4	factors	factor	NOUN
gssr-621	682	5	such	such	ADJ
gssr-621	682	6	as	as	ADP
gssr-621	682	7	feedstock	feedstock	NOUN
gssr-621	682	8	yield	yield	NOUN
gssr-621	682	9	,	,	PUNCT
gssr-621	682	10	moisture	moisture	NOUN
gssr-621	682	11	content	content	NOUN
gssr-621	682	12	,	,	PUNCT
gssr-621	682	13	impurities	impurity	NOUN
gssr-621	682	14	,	,	PUNCT
gssr-621	682	15	and	and	CCONJ
gssr-621	682	16	variability	variability	NOUN
gssr-621	682	17	in	in	ADP
gssr-621	682	18	feedstock	feedstock	NOUN
gssr-621	682	19	characteristics	characteristic	NOUN
gssr-621	682	20	(	(	PUNCT
gssr-621	682	21	foust	foust	PROPN
gssr-621	682	22	et	et	PROPN
gssr-621	682	23	al	al	PROPN
gssr-621	682	24	.	.	PROPN
gssr-621	682	25	,	,	PUNCT
gssr-621	682	26	2020	2020	NUM
gssr-621	682	27	)	)	PUNCT
gssr-621	682	28	.	.	PUNCT
gssr-621	683	1	understanding	understand	VERB
gssr-621	683	2	these	these	DET
gssr-621	683	3	factors	factor	NOUN
gssr-621	683	4	enables	enable	VERB
gssr-621	683	5	decision	decision	NOUN
gssr-621	683	6	-	-	PUNCT
gssr-621	683	7	makers	maker	NOUN
gssr-621	683	8	to	to	PART
gssr-621	683	9	assess	assess	VERB
gssr-621	683	10	the	the	DET
gssr-621	683	11	cost	cost	NOUN
gssr-621	683	12	implications	implication	NOUN
gssr-621	683	13	associated	associate	VERB
gssr-621	683	14	with	with	ADP
gssr-621	683	15	sourcing	sourcing	NOUN
gssr-621	683	16	,	,	PUNCT
gssr-621	683	17	handling	handling	NOUN
gssr-621	683	18	,	,	PUNCT
gssr-621	683	19	and	and	CCONJ
gssr-621	683	20	processing	processing	NOUN
gssr-621	683	21	feedstock	feedstock	NOUN
gssr-621	683	22	.	.	PUNCT
gssr-621	684	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	684	2	global	global	ADJ
gssr-621	684	3	sustainability	sustainability	NOUN
gssr-621	684	4	research	research	NOUN
gssr-621	684	5	global	global	ADJ
gssr-621	684	6	scientific	scientific	ADJ
gssr-621	684	7	research	research	NOUN
gssr-621	684	8	105	105	NUM
gssr-621	684	9	the	the	DET
gssr-621	684	10	cost	cost	NOUN
gssr-621	684	11	analysis	analysis	NOUN
gssr-621	684	12	also	also	ADV
gssr-621	684	13	involves	involve	VERB
gssr-621	684	14	evaluating	evaluate	VERB
gssr-621	684	15	different	different	ADJ
gssr-621	684	16	sourcing	sourcing	NOUN
gssr-621	684	17	strategies	strategy	NOUN
gssr-621	684	18	for	for	ADP
gssr-621	684	19	feedstock	feedstock	NOUN
gssr-621	684	20	acquisition	acquisition	NOUN
gssr-621	684	21	.	.	PUNCT
gssr-621	685	1	this	this	PRON
gssr-621	685	2	includes	include	VERB
gssr-621	685	3	assessing	assess	VERB
gssr-621	685	4	the	the	DET
gssr-621	685	5	feasibility	feasibility	NOUN
gssr-621	685	6	and	and	CCONJ
gssr-621	685	7	cost	cost	NOUN
gssr-621	685	8	-	-	PUNCT
gssr-621	685	9	effectiveness	effectiveness	NOUN
gssr-621	685	10	of	of	ADP
gssr-621	685	11	sourcing	source	VERB
gssr-621	685	12	feedstock	feedstock	NOUN
gssr-621	685	13	locally	locally	ADV
gssr-621	685	14	or	or	CCONJ
gssr-621	685	15	from	from	ADP
gssr-621	685	16	external	external	ADJ
gssr-621	685	17	suppliers	supplier	NOUN
gssr-621	685	18	.	.	PUNCT
gssr-621	686	1	local	local	ADJ
gssr-621	686	2	sourcing	sourcing	NOUN
gssr-621	686	3	may	may	AUX
gssr-621	686	4	offer	offer	VERB
gssr-621	686	5	advantages	advantage	NOUN
gssr-621	686	6	such	such	ADJ
gssr-621	686	7	as	as	ADP
gssr-621	686	8	reduced	reduce	VERB
gssr-621	686	9	transportation	transportation	NOUN
gssr-621	686	10	costs	cost	NOUN
gssr-621	686	11	,	,	PUNCT
gssr-621	686	12	access	access	NOUN
gssr-621	686	13	to	to	ADP
gssr-621	686	14	abundant	abundant	ADJ
gssr-621	686	15	resources	resource	NOUN
gssr-621	686	16	,	,	PUNCT
gssr-621	686	17	and	and	CCONJ
gssr-621	686	18	potential	potential	ADJ
gssr-621	686	19	synergies	synergy	NOUN
gssr-621	686	20	with	with	ADP
gssr-621	686	21	other	other	ADJ
gssr-621	686	22	industries	industry	NOUN
gssr-621	686	23	(	(	PUNCT
gssr-621	686	24	brandt	brandt	PROPN
gssr-621	686	25	et	et	PROPN
gssr-621	686	26	al	al	PROPN
gssr-621	686	27	.	.	PROPN
gssr-621	686	28	,	,	PUNCT
gssr-621	686	29	2018	2018	NUM
gssr-621	686	30	)	)	PUNCT
gssr-621	686	31	.	.	PUNCT
gssr-621	687	1	on	on	ADP
gssr-621	687	2	the	the	DET
gssr-621	687	3	other	other	ADJ
gssr-621	687	4	hand	hand	NOUN
gssr-621	687	5	,	,	PUNCT
gssr-621	687	6	external	external	ADJ
gssr-621	687	7	sourcing	sourcing	NOUN
gssr-621	687	8	may	may	AUX
gssr-621	687	9	provide	provide	VERB
gssr-621	687	10	access	access	NOUN
gssr-621	687	11	to	to	ADP
gssr-621	687	12	specialized	specialized	ADJ
gssr-621	687	13	feedstock	feedstock	NOUN
gssr-621	687	14	varieties	variety	NOUN
gssr-621	687	15	,	,	PUNCT
gssr-621	687	16	larger	large	ADJ
gssr-621	687	17	quantities	quantity	NOUN
gssr-621	687	18	,	,	PUNCT
gssr-621	687	19	or	or	CCONJ
gssr-621	687	20	cost	cost	NOUN
gssr-621	687	21	advantages	advantage	NOUN
gssr-621	687	22	due	due	ADJ
gssr-621	687	23	to	to	ADP
gssr-621	687	24	economies	economy	NOUN
gssr-621	687	25	of	of	ADP
gssr-621	687	26	scale	scale	NOUN
gssr-621	687	27	.	.	PUNCT
gssr-621	688	1	evaluating	evaluate	VERB
gssr-621	688	2	the	the	DET
gssr-621	688	3	associated	associated	ADJ
gssr-621	688	4	costs	cost	NOUN
gssr-621	688	5	and	and	CCONJ
gssr-621	688	6	benefits	benefit	NOUN
gssr-621	688	7	of	of	ADP
gssr-621	688	8	different	different	ADJ
gssr-621	688	9	sourcing	sourcing	NOUN
gssr-621	688	10	strategies	strategy	NOUN
gssr-621	688	11	helps	helps	AUX
gssr-621	688	12	determine	determine	VERB
gssr-621	688	13	the	the	DET
gssr-621	688	14	optimal	optimal	ADJ
gssr-621	688	15	approach	approach	NOUN
gssr-621	688	16	for	for	ADP
gssr-621	688	17	feedstock	feedstock	NOUN
gssr-621	688	18	acquisition	acquisition	NOUN
gssr-621	688	19	.	.	PUNCT
gssr-621	689	1	feedstock	feedstock	NOUN
gssr-621	689	2	acquisition	acquisition	NOUN
gssr-621	689	3	involves	involve	VERB
gssr-621	689	4	various	various	ADJ
gssr-621	689	5	costs	cost	NOUN
gssr-621	689	6	throughout	throughout	ADP
gssr-621	689	7	the	the	DET
gssr-621	689	8	supply	supply	NOUN
gssr-621	689	9	chain	chain	NOUN
gssr-621	689	10	,	,	PUNCT
gssr-621	689	11	from	from	ADP
gssr-621	689	12	harvesting	harvesting	NOUN
gssr-621	689	13	or	or	CCONJ
gssr-621	689	14	collection	collection	NOUN
gssr-621	689	15	to	to	ADP
gssr-621	689	16	transportation	transportation	NOUN
gssr-621	689	17	and	and	CCONJ
gssr-621	689	18	storage	storage	NOUN
gssr-621	689	19	.	.	PUNCT
gssr-621	690	1	the	the	DET
gssr-621	690	2	cost	cost	NOUN
gssr-621	690	3	analysis	analysis	NOUN
gssr-621	690	4	considers	consider	VERB
gssr-621	690	5	factors	factor	NOUN
gssr-621	690	6	such	such	ADJ
gssr-621	690	7	as	as	ADP
gssr-621	690	8	collection	collection	NOUN
gssr-621	690	9	methods	method	NOUN
gssr-621	690	10	,	,	PUNCT
gssr-621	690	11	equipment	equipment	NOUN
gssr-621	690	12	requirements	requirement	NOUN
gssr-621	690	13	,	,	PUNCT
gssr-621	690	14	logistics	logistic	NOUN
gssr-621	690	15	,	,	PUNCT
gssr-621	690	16	transportation	transportation	NOUN
gssr-621	690	17	distances	distance	NOUN
gssr-621	690	18	,	,	PUNCT
gssr-621	690	19	storage	storage	NOUN
gssr-621	690	20	facilities	facility	NOUN
gssr-621	690	21	,	,	PUNCT
gssr-621	690	22	and	and	CCONJ
gssr-621	690	23	associated	associate	VERB
gssr-621	690	24	operational	operational	ADJ
gssr-621	690	25	expenses	expense	NOUN
gssr-621	690	26	.	.	PUNCT
gssr-621	691	1	quantifying	quantify	VERB
gssr-621	691	2	and	and	CCONJ
gssr-621	691	3	analyzing	analyze	VERB
gssr-621	691	4	these	these	DET
gssr-621	691	5	costs	cost	NOUN
gssr-621	691	6	enables	enable	VERB
gssr-621	691	7	decision	decision	NOUN
gssr-621	691	8	-	-	PUNCT
gssr-621	691	9	makers	maker	NOUN
gssr-621	691	10	to	to	PART
gssr-621	691	11	identify	identify	VERB
gssr-621	691	12	cost	cost	NOUN
gssr-621	691	13	-	-	PUNCT
gssr-621	691	14	saving	save	VERB
gssr-621	691	15	opportunities	opportunity	NOUN
gssr-621	691	16	,	,	PUNCT
gssr-621	691	17	optimize	optimize	VERB
gssr-621	691	18	supply	supply	NOUN
gssr-621	691	19	chain	chain	NOUN
gssr-621	691	20	efficiency	efficiency	NOUN
gssr-621	691	21	,	,	PUNCT
gssr-621	691	22	and	and	CCONJ
gssr-621	691	23	minimize	minimize	VERB
gssr-621	691	24	overall	overall	ADJ
gssr-621	691	25	feedstock	feedstock	NOUN
gssr-621	691	26	acquisition	acquisition	NOUN
gssr-621	691	27	expenses	expense	NOUN
gssr-621	691	28	(	(	PUNCT
gssr-621	691	29	cheng	cheng	PROPN
gssr-621	691	30	et	et	PROPN
gssr-621	691	31	al	al	PROPN
gssr-621	691	32	.	.	PROPN
gssr-621	691	33	,	,	PUNCT
gssr-621	691	34	2019	2019	NUM
gssr-621	691	35	)	)	PUNCT
gssr-621	691	36	.	.	PUNCT
gssr-621	692	1	cost	cost	VERB
gssr-621	692	2	analysis	analysis	NOUN
gssr-621	692	3	of	of	ADP
gssr-621	692	4	feedstock	feedstock	NOUN
gssr-621	692	5	acquisition	acquisition	NOUN
gssr-621	692	6	includes	include	VERB
gssr-621	692	7	assessing	assess	VERB
gssr-621	692	8	and	and	CCONJ
gssr-621	692	9	mitigating	mitigate	VERB
gssr-621	692	10	potential	potential	ADJ
gssr-621	692	11	risks	risk	NOUN
gssr-621	692	12	that	that	PRON
gssr-621	692	13	may	may	AUX
gssr-621	692	14	affect	affect	VERB
gssr-621	692	15	the	the	DET
gssr-621	692	16	availability	availability	NOUN
gssr-621	692	17	and	and	CCONJ
gssr-621	692	18	cost	cost	NOUN
gssr-621	692	19	of	of	ADP
gssr-621	692	20	feedstock	feedstock	NOUN
gssr-621	692	21	.	.	PUNCT
gssr-621	693	1	risks	risk	NOUN
gssr-621	693	2	can	can	AUX
gssr-621	693	3	include	include	VERB
gssr-621	693	4	crop	crop	NOUN
gssr-621	693	5	failures	failure	NOUN
gssr-621	693	6	,	,	PUNCT
gssr-621	693	7	weather	weather	NOUN
gssr-621	693	8	-	-	PUNCT
gssr-621	693	9	related	relate	VERB
gssr-621	693	10	events	event	NOUN
gssr-621	693	11	,	,	PUNCT
gssr-621	693	12	market	market	NOUN
gssr-621	693	13	volatility	volatility	NOUN
gssr-621	693	14	,	,	PUNCT
gssr-621	693	15	regulatory	regulatory	ADJ
gssr-621	693	16	changes	change	NOUN
gssr-621	693	17	,	,	PUNCT
gssr-621	693	18	or	or	CCONJ
gssr-621	693	19	geopolitical	geopolitical	ADJ
gssr-621	693	20	factors	factor	NOUN
gssr-621	693	21	.	.	PUNCT
gssr-621	694	1	evaluating	evaluate	VERB
gssr-621	694	2	these	these	DET
gssr-621	694	3	risks	risk	NOUN
gssr-621	694	4	helps	help	VERB
gssr-621	694	5	decision	decision	NOUN
gssr-621	694	6	-	-	PUNCT
gssr-621	694	7	makers	maker	NOUN
gssr-621	694	8	develop	develop	VERB
gssr-621	694	9	contingency	contingency	NOUN
gssr-621	694	10	plans	plan	NOUN
gssr-621	694	11	,	,	PUNCT
gssr-621	694	12	diversify	diversify	VERB
gssr-621	694	13	feedstock	feedstock	NOUN
gssr-621	694	14	sources	source	NOUN
gssr-621	694	15	,	,	PUNCT
gssr-621	694	16	and	and	CCONJ
gssr-621	694	17	ensure	ensure	VERB
gssr-621	694	18	a	a	DET
gssr-621	694	19	stable	stable	ADJ
gssr-621	694	20	supply	supply	NOUN
gssr-621	694	21	of	of	ADP
gssr-621	694	22	feedstock	feedstock	NOUN
gssr-621	694	23	at	at	ADP
gssr-621	694	24	reasonable	reasonable	ADJ
gssr-621	694	25	costs	cost	NOUN
gssr-621	694	26	.	.	PUNCT
gssr-621	695	1	in	in	ADP
gssr-621	695	2	addition	addition	NOUN
gssr-621	695	3	to	to	PART
gssr-621	695	4	cost	cost	VERB
gssr-621	695	5	analysis	analysis	NOUN
gssr-621	695	6	,	,	PUNCT
gssr-621	695	7	it	it	PRON
gssr-621	695	8	is	be	AUX
gssr-621	695	9	essential	essential	ADJ
gssr-621	695	10	to	to	PART
gssr-621	695	11	consider	consider	VERB
gssr-621	695	12	sustainability	sustainability	NOUN
gssr-621	695	13	aspects	aspect	NOUN
gssr-621	695	14	related	relate	VERB
gssr-621	695	15	to	to	ADP
gssr-621	695	16	feedstock	feedstock	NOUN
gssr-621	695	17	acquisition	acquisition	NOUN
gssr-621	695	18	(	(	PUNCT
gssr-621	695	19	muhammad	muhammad	PROPN
gssr-621	695	20	et	et	PROPN
gssr-621	695	21	al	al	PROPN
gssr-621	695	22	.	.	PROPN
gssr-621	695	23	,	,	PUNCT
gssr-621	695	24	2022	2022	NUM
gssr-621	695	25	)	)	PUNCT
gssr-621	695	26	.	.	PUNCT
gssr-621	696	1	this	this	PRON
gssr-621	696	2	involves	involve	VERB
gssr-621	696	3	evaluating	evaluate	VERB
gssr-621	696	4	the	the	DET
gssr-621	696	5	environmental	environmental	ADJ
gssr-621	696	6	impact	impact	NOUN
gssr-621	696	7	of	of	ADP
gssr-621	696	8	different	different	ADJ
gssr-621	696	9	feedstock	feedstock	NOUN
gssr-621	696	10	sources	source	NOUN
gssr-621	696	11	,	,	PUNCT
gssr-621	696	12	assessing	assess	VERB
gssr-621	696	13	their	their	PRON
gssr-621	696	14	renewable	renewable	ADJ
gssr-621	696	15	or	or	CCONJ
gssr-621	696	16	nonrenewable	nonrenewable	ADJ
gssr-621	696	17	nature	nature	NOUN
gssr-621	696	18	,	,	PUNCT
gssr-621	696	19	and	and	CCONJ
gssr-621	696	20	considering	consider	VERB
gssr-621	696	21	their	their	PRON
gssr-621	696	22	alignment	alignment	NOUN
gssr-621	696	23	with	with	ADP
gssr-621	696	24	sustainable	sustainable	ADJ
gssr-621	696	25	development	development	NOUN
gssr-621	696	26	goals	goal	NOUN
gssr-621	696	27	(	(	PUNCT
gssr-621	696	28	cheng	cheng	PROPN
gssr-621	696	29	et	et	PROPN
gssr-621	696	30	al	al	PROPN
gssr-621	696	31	.	.	PROPN
gssr-621	696	32	,	,	PUNCT
gssr-621	696	33	2019	2019	NUM
gssr-621	696	34	)	)	PUNCT
gssr-621	696	35	.	.	PUNCT
gssr-621	697	1	while	while	SCONJ
gssr-621	697	2	cost	cost	NOUN
gssr-621	697	3	optimization	optimization	NOUN
gssr-621	697	4	is	be	AUX
gssr-621	697	5	crucial	crucial	ADJ
gssr-621	697	6	,	,	PUNCT
gssr-621	697	7	sustainability	sustainability	NOUN
gssr-621	697	8	considerations	consideration	NOUN
gssr-621	697	9	can	can	AUX
gssr-621	697	10	guide	guide	VERB
gssr-621	697	11	decision	decision	NOUN
gssr-621	697	12	-	-	PUNCT
gssr-621	697	13	making	making	NOUN
gssr-621	697	14	towards	towards	ADP
gssr-621	697	15	more	more	ADV
gssr-621	697	16	environmentally	environmentally	ADV
gssr-621	697	17	friendly	friendly	ADJ
gssr-621	697	18	and	and	CCONJ
gssr-621	697	19	socially	socially	ADV
gssr-621	697	20	responsible	responsible	ADJ
gssr-621	697	21	feedstock	feedstock	NOUN
gssr-621	697	22	acquisition	acquisition	NOUN
gssr-621	697	23	practices	practice	NOUN
gssr-621	697	24	.	.	PUNCT
gssr-621	698	1	the	the	DET
gssr-621	698	2	cost	cost	NOUN
gssr-621	698	3	analysis	analysis	NOUN
gssr-621	698	4	of	of	ADP
gssr-621	698	5	feedstock	feedstock	NOUN
gssr-621	698	6	acquisition	acquisition	NOUN
gssr-621	698	7	provides	provide	VERB
gssr-621	698	8	decision	decision	NOUN
gssr-621	698	9	-	-	PUNCT
gssr-621	698	10	makers	maker	NOUN
gssr-621	698	11	with	with	ADP
gssr-621	698	12	valuable	valuable	ADJ
gssr-621	698	13	information	information	NOUN
gssr-621	698	14	and	and	CCONJ
gssr-621	698	15	insights	insight	NOUN
gssr-621	698	16	to	to	PART
gssr-621	698	17	support	support	VERB
gssr-621	698	18	informed	informed	ADJ
gssr-621	698	19	decisionmaking	decisionmaking	NOUN
gssr-621	698	20	.	.	PUNCT
gssr-621	699	1	it	it	PRON
gssr-621	699	2	helps	help	VERB
gssr-621	699	3	assess	assess	VERB
gssr-621	699	4	the	the	DET
gssr-621	699	5	financial	financial	ADJ
gssr-621	699	6	implications	implication	NOUN
gssr-621	699	7	of	of	ADP
gssr-621	699	8	different	different	ADJ
gssr-621	699	9	feedstock	feedstock	NOUN
gssr-621	699	10	options	option	NOUN
gssr-621	699	11	,	,	PUNCT
gssr-621	699	12	evaluate	evaluate	VERB
gssr-621	699	13	the	the	DET
gssr-621	699	14	cost	cost	NOUN
gssr-621	699	15	-	-	PUNCT
gssr-621	699	16	effectiveness	effectiveness	NOUN
gssr-621	699	17	of	of	ADP
gssr-621	699	18	sourcing	source	VERB
gssr-621	699	19	strategies	strategy	NOUN
gssr-621	699	20	,	,	PUNCT
gssr-621	699	21	and	and	CCONJ
gssr-621	699	22	optimize	optimize	VERB
gssr-621	699	23	the	the	DET
gssr-621	699	24	overall	overall	ADJ
gssr-621	699	25	feedstock	feedstock	NOUN
gssr-621	699	26	acquisition	acquisition	NOUN
gssr-621	699	27	process	process	NOUN
gssr-621	699	28	(	(	PUNCT
gssr-621	699	29	zhang	zhang	X
gssr-621	699	30	et	et	PROPN
gssr-621	699	31	al	al	PROPN
gssr-621	699	32	.	.	PROPN
gssr-621	699	33	,	,	PUNCT
gssr-621	699	34	2020	2020	NUM
gssr-621	699	35	)	)	PUNCT
gssr-621	699	36	.	.	PUNCT
gssr-621	700	1	the	the	DET
gssr-621	700	2	analysis	analysis	NOUN
gssr-621	700	3	assists	assist	VERB
gssr-621	700	4	in	in	ADP
gssr-621	700	5	identifying	identify	VERB
gssr-621	700	6	opportunities	opportunity	NOUN
gssr-621	700	7	for	for	ADP
gssr-621	700	8	cost	cost	NOUN
gssr-621	700	9	reduction	reduction	NOUN
gssr-621	700	10	,	,	PUNCT
gssr-621	700	11	enhancing	enhance	VERB
gssr-621	700	12	supply	supply	NOUN
gssr-621	700	13	chain	chain	NOUN
gssr-621	700	14	efficiency	efficiency	NOUN
gssr-621	700	15	,	,	PUNCT
gssr-621	700	16	and	and	CCONJ
gssr-621	700	17	ensuring	ensure	VERB
gssr-621	700	18	a	a	DET
gssr-621	700	19	reliable	reliable	ADJ
gssr-621	700	20	and	and	CCONJ
gssr-621	700	21	cost	cost	NOUN
gssr-621	700	22	-	-	PUNCT
gssr-621	700	23	efficient	efficient	ADJ
gssr-621	700	24	feedstock	feedstock	NOUN
gssr-621	700	25	supply	supply	NOUN
gssr-621	700	26	(	(	PUNCT
gssr-621	700	27	cheng	cheng	PROPN
gssr-621	700	28	et	et	PROPN
gssr-621	700	29	al	al	PROPN
gssr-621	700	30	.	.	PROPN
gssr-621	700	31	,	,	PUNCT
gssr-621	700	32	2019	2019	NUM
gssr-621	700	33	)	)	PUNCT
gssr-621	700	34	.	.	PUNCT
gssr-621	701	1	life	life	NOUN
gssr-621	701	2	cycle	cycle	NOUN
gssr-621	701	3	assessment	assessment	NOUN
gssr-621	701	4	of	of	ADP
gssr-621	701	5	glucose	glucose	NOUN
gssr-621	701	6	production	production	NOUN
gssr-621	701	7	life	life	NOUN
gssr-621	701	8	cycle	cycle	NOUN
gssr-621	701	9	assessment	assessment	NOUN
gssr-621	701	10	(	(	PUNCT
gssr-621	701	11	lca	lca	PROPN
gssr-621	701	12	)	)	PUNCT
gssr-621	701	13	is	be	AUX
gssr-621	701	14	a	a	DET
gssr-621	701	15	systematic	systematic	ADJ
gssr-621	701	16	methodology	methodology	NOUN
gssr-621	701	17	used	use	VERB
gssr-621	701	18	to	to	PART
gssr-621	701	19	evaluate	evaluate	VERB
gssr-621	701	20	the	the	DET
gssr-621	701	21	environmental	environmental	ADJ
gssr-621	701	22	impacts	impact	NOUN
gssr-621	701	23	associated	associate	VERB
gssr-621	701	24	with	with	ADP
gssr-621	701	25	the	the	DET
gssr-621	701	26	entire	entire	ADJ
gssr-621	701	27	life	life	NOUN
gssr-621	701	28	cycle	cycle	NOUN
gssr-621	701	29	of	of	ADP
gssr-621	701	30	a	a	DET
gssr-621	701	31	product	product	NOUN
gssr-621	701	32	or	or	CCONJ
gssr-621	701	33	process	process	NOUN
gssr-621	701	34	,	,	PUNCT
gssr-621	701	35	including	include	VERB
gssr-621	701	36	raw	raw	ADJ
gssr-621	701	37	material	material	NOUN
gssr-621	701	38	extraction	extraction	NOUN
gssr-621	701	39	,	,	PUNCT
gssr-621	701	40	production	production	NOUN
gssr-621	701	41	,	,	PUNCT
gssr-621	701	42	use	use	NOUN
gssr-621	701	43	,	,	PUNCT
gssr-621	701	44	and	and	CCONJ
gssr-621	701	45	disposal	disposal	NOUN
gssr-621	701	46	(	(	PUNCT
gssr-621	701	47	kiš	kiš	ADV
gssr-621	701	48	et	et	PROPN
gssr-621	701	49	al	al	PROPN
gssr-621	701	50	.	.	PROPN
gssr-621	701	51	,	,	PUNCT
gssr-621	701	52	2019	2019	NUM
gssr-621	701	53	;	;	PUNCT
gssr-621	701	54	osman	osman	PROPN
gssr-621	701	55	et	et	PROPN
gssr-621	701	56	al	al	PROPN
gssr-621	701	57	.	.	PROPN
gssr-621	701	58	,	,	PUNCT
gssr-621	701	59	2021	2021	NUM
gssr-621	701	60	)	)	PUNCT
gssr-621	701	61	.	.	PUNCT
gssr-621	702	1	applying	apply	VERB
gssr-621	702	2	lca	lca	PROPN
gssr-621	702	3	to	to	PART
gssr-621	702	4	glucose	glucose	VERB
gssr-621	702	5	production	production	NOUN
gssr-621	702	6	allows	allow	VERB
gssr-621	702	7	for	for	ADP
gssr-621	702	8	a	a	DET
gssr-621	702	9	comprehensive	comprehensive	ADJ
gssr-621	702	10	analysis	analysis	NOUN
gssr-621	702	11	of	of	ADP
gssr-621	702	12	the	the	DET
gssr-621	702	13	environmental	environmental	ADJ
gssr-621	702	14	footprint	footprint	NOUN
gssr-621	702	15	and	and	CCONJ
gssr-621	702	16	sustainability	sustainability	NOUN
gssr-621	702	17	performance	performance	NOUN
gssr-621	702	18	of	of	ADP
gssr-621	702	19	different	different	ADJ
gssr-621	702	20	production	production	NOUN
gssr-621	702	21	methods	method	NOUN
gssr-621	702	22	.	.	PUNCT
gssr-621	703	1	the	the	DET
gssr-621	703	2	lca	lca	PROPN
gssr-621	703	3	of	of	ADP
gssr-621	703	4	glucose	glucose	NOUN
gssr-621	703	5	production	production	NOUN
gssr-621	703	6	considers	consider	VERB
gssr-621	703	7	the	the	DET
gssr-621	703	8	entire	entire	ADJ
gssr-621	703	9	life	life	NOUN
gssr-621	703	10	cycle	cycle	NOUN
gssr-621	703	11	,	,	PUNCT
gssr-621	703	12	encompassing	encompass	VERB
gssr-621	703	13	various	various	ADJ
gssr-621	703	14	stages	stage	NOUN
gssr-621	703	15	such	such	ADJ
gssr-621	703	16	as	as	ADP
gssr-621	703	17	feedstock	feedstock	NOUN
gssr-621	703	18	acquisition	acquisition	NOUN
gssr-621	703	19	,	,	PUNCT
gssr-621	703	20	preprocessing	preprocessing	NOUN
gssr-621	703	21	,	,	PUNCT
gssr-621	703	22	enzymatic	enzymatic	ADJ
gssr-621	703	23	or	or	CCONJ
gssr-621	703	24	acid	acid	ADJ
gssr-621	703	25	hydrolysis	hydrolysis	NOUN
gssr-621	703	26	,	,	PUNCT
gssr-621	703	27	fermentation	fermentation	NOUN
gssr-621	703	28	,	,	PUNCT
gssr-621	703	29	downstream	downstream	ADJ
gssr-621	703	30	processing	processing	NOUN
gssr-621	703	31	,	,	PUNCT
gssr-621	703	32	and	and	CCONJ
gssr-621	703	33	final	final	ADJ
gssr-621	703	34	product	product	NOUN
gssr-621	703	35	distribution	distribution	NOUN
gssr-621	703	36	(	(	PUNCT
gssr-621	703	37	ng	ng	PROPN
gssr-621	703	38	et	et	PROPN
gssr-621	703	39	al	al	PROPN
gssr-621	703	40	.	.	PROPN
gssr-621	703	41	,	,	PUNCT
gssr-621	703	42	2022	2022	NUM
gssr-621	703	43	)	)	PUNCT
gssr-621	703	44	.	.	PUNCT
gssr-621	704	1	it	it	PRON
gssr-621	704	2	also	also	ADV
gssr-621	704	3	includes	include	VERB
gssr-621	704	4	the	the	DET
gssr-621	704	5	energy	energy	NOUN
gssr-621	704	6	consumption	consumption	NOUN
gssr-621	704	7	,	,	PUNCT
gssr-621	704	8	emissions	emission	NOUN
gssr-621	704	9	,	,	PUNCT
gssr-621	704	10	and	and	CCONJ
gssr-621	704	11	waste	waste	NOUN
gssr-621	704	12	generated	generate	VERB
gssr-621	704	13	at	at	ADP
gssr-621	704	14	each	each	DET
gssr-621	704	15	stage	stage	NOUN
gssr-621	704	16	.	.	PUNCT
gssr-621	705	1	by	by	ADP
gssr-621	705	2	considering	consider	VERB
gssr-621	705	3	the	the	DET
gssr-621	705	4	full	full	ADJ
gssr-621	705	5	life	life	NOUN
gssr-621	705	6	cycle	cycle	NOUN
gssr-621	705	7	,	,	PUNCT
gssr-621	705	8	lca	lca	PROPN
gssr-621	705	9	provides	provide	VERB
gssr-621	705	10	a	a	DET
gssr-621	705	11	holistic	holistic	ADJ
gssr-621	705	12	perspective	perspective	NOUN
gssr-621	705	13	on	on	ADP
gssr-621	705	14	the	the	DET
gssr-621	705	15	environmental	environmental	ADJ
gssr-621	705	16	impacts	impact	NOUN
gssr-621	705	17	associated	associate	VERB
gssr-621	705	18	with	with	ADP
gssr-621	705	19	glucose	glucose	NOUN
gssr-621	705	20	production	production	NOUN
gssr-621	705	21	.	.	PUNCT
gssr-621	706	1	lca	lca	PROPN
gssr-621	706	2	evaluates	evaluate	VERB
gssr-621	706	3	a	a	DET
gssr-621	706	4	range	range	NOUN
gssr-621	706	5	of	of	ADP
gssr-621	706	6	environmental	environmental	ADJ
gssr-621	706	7	impact	impact	NOUN
gssr-621	706	8	categories	category	NOUN
gssr-621	706	9	,	,	PUNCT
gssr-621	706	10	including	include	VERB
gssr-621	706	11	climate	climate	NOUN
gssr-621	706	12	change	change	NOUN
gssr-621	706	13	,	,	PUNCT
gssr-621	706	14	resource	resource	NOUN
gssr-621	706	15	depletion	depletion	NOUN
gssr-621	706	16	,	,	PUNCT
gssr-621	706	17	acidification	acidification	NOUN
gssr-621	706	18	,	,	PUNCT
gssr-621	706	19	eutrophication	eutrophication	NOUN
gssr-621	706	20	,	,	PUNCT
gssr-621	706	21	ozone	ozone	NOUN
gssr-621	706	22	depletion	depletion	NOUN
gssr-621	706	23	,	,	PUNCT
gssr-621	706	24	and	and	CCONJ
gssr-621	706	25	human	human	ADJ
gssr-621	706	26	toxicity	toxicity	NOUN
gssr-621	706	27	(	(	PUNCT
gssr-621	706	28	ryan	ryan	PROPN
gssr-621	706	29	&	&	CCONJ
gssr-621	706	30	yaseneva	yaseneva	PROPN
gssr-621	706	31	,	,	PUNCT
gssr-621	706	32	2021	2021	NUM
gssr-621	706	33	)	)	PUNCT
gssr-621	706	34	.	.	PUNCT
gssr-621	707	1	these	these	DET
gssr-621	707	2	impact	impact	NOUN
gssr-621	707	3	categories	category	NOUN
gssr-621	707	4	capture	capture	VERB
gssr-621	707	5	different	different	ADJ
gssr-621	707	6	aspects	aspect	NOUN
gssr-621	707	7	of	of	ADP
gssr-621	707	8	environmental	environmental	ADJ
gssr-621	707	9	sustainability	sustainability	NOUN
gssr-621	707	10	and	and	CCONJ
gssr-621	707	11	allow	allow	VERB
gssr-621	707	12	for	for	ADP
gssr-621	707	13	a	a	DET
gssr-621	707	14	comprehensive	comprehensive	ADJ
gssr-621	707	15	assessment	assessment	NOUN
gssr-621	707	16	of	of	ADP
gssr-621	707	17	the	the	DET
gssr-621	707	18	potential	potential	ADJ
gssr-621	707	19	environmental	environmental	ADJ
gssr-621	707	20	burdens	burden	NOUN
gssr-621	707	21	associated	associate	VERB
gssr-621	707	22	with	with	ADP
gssr-621	707	23	glucose	glucose	NOUN
gssr-621	707	24	production	production	NOUN
gssr-621	707	25	.	.	PUNCT
gssr-621	708	1	assessing	assess	VERB
gssr-621	708	2	multiple	multiple	ADJ
gssr-621	708	3	impact	impact	NOUN
gssr-621	708	4	categories	category	NOUN
gssr-621	708	5	provides	provide	VERB
gssr-621	708	6	a	a	DET
gssr-621	708	7	more	more	ADV
gssr-621	708	8	robust	robust	ADJ
gssr-621	708	9	and	and	CCONJ
gssr-621	708	10	balanced	balanced	ADJ
gssr-621	708	11	understanding	understanding	NOUN
gssr-621	708	12	of	of	ADP
gssr-621	708	13	the	the	DET
gssr-621	708	14	environmental	environmental	ADJ
gssr-621	708	15	performance	performance	NOUN
gssr-621	708	16	of	of	ADP
gssr-621	708	17	different	different	ADJ
gssr-621	708	18	production	production	NOUN
gssr-621	708	19	methods	method	NOUN
gssr-621	708	20	.	.	PUNCT
gssr-621	709	1	lca	lca	PROPN
gssr-621	709	2	requires	require	VERB
gssr-621	709	3	gathering	gather	VERB
gssr-621	709	4	data	datum	NOUN
gssr-621	709	5	on	on	ADP
gssr-621	709	6	various	various	ADJ
gssr-621	709	7	inputs	input	NOUN
gssr-621	709	8	and	and	CCONJ
gssr-621	709	9	outputs	output	NOUN
gssr-621	709	10	throughout	throughout	ADP
gssr-621	709	11	the	the	DET
gssr-621	709	12	life	life	NOUN
gssr-621	709	13	cycle	cycle	NOUN
gssr-621	709	14	stages	stage	NOUN
gssr-621	709	15	of	of	ADP
gssr-621	709	16	glucose	glucose	NOUN
gssr-621	709	17	production	production	NOUN
gssr-621	709	18	(	(	PUNCT
gssr-621	709	19	osman	osman	PROPN
gssr-621	709	20	et	et	PROPN
gssr-621	709	21	al	al	PROPN
gssr-621	709	22	.	.	PROPN
gssr-621	709	23	,	,	PUNCT
gssr-621	709	24	2021	2021	NUM
gssr-621	709	25	)	)	PUNCT
gssr-621	709	26	.	.	PUNCT
gssr-621	710	1	this	this	PRON
gssr-621	710	2	includes	include	VERB
gssr-621	710	3	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	710	4	global	global	ADJ
gssr-621	710	5	sustainability	sustainability	NOUN
gssr-621	710	6	research	research	NOUN
gssr-621	710	7	global	global	ADJ
gssr-621	710	8	scientific	scientific	ADJ
gssr-621	710	9	research	research	NOUN
gssr-621	710	10	106	106	NUM
gssr-621	710	11	information	information	NOUN
gssr-621	710	12	on	on	ADP
gssr-621	710	13	energy	energy	NOUN
gssr-621	710	14	consumption	consumption	NOUN
gssr-621	710	15	,	,	PUNCT
gssr-621	710	16	raw	raw	ADJ
gssr-621	710	17	material	material	NOUN
gssr-621	710	18	extraction	extraction	NOUN
gssr-621	710	19	,	,	PUNCT
gssr-621	710	20	water	water	NOUN
gssr-621	710	21	usage	usage	NOUN
gssr-621	710	22	,	,	PUNCT
gssr-621	710	23	emissions	emission	NOUN
gssr-621	710	24	to	to	ADP
gssr-621	710	25	air	air	NOUN
gssr-621	710	26	,	,	PUNCT
gssr-621	710	27	water	water	NOUN
gssr-621	710	28	,	,	PUNCT
gssr-621	710	29	and	and	CCONJ
gssr-621	710	30	soil	soil	NOUN
gssr-621	710	31	,	,	PUNCT
gssr-621	710	32	waste	waste	NOUN
gssr-621	710	33	generation	generation	NOUN
gssr-621	710	34	,	,	PUNCT
gssr-621	710	35	and	and	CCONJ
gssr-621	710	36	transportation	transportation	NOUN
gssr-621	710	37	(	(	PUNCT
gssr-621	710	38	jarunglumlert	jarunglumlert	PROPN
gssr-621	710	39	&	&	CCONJ
gssr-621	710	40	prommuak	prommuak	PROPN
gssr-621	710	41	,	,	PUNCT
gssr-621	710	42	2021	2021	NUM
gssr-621	710	43	)	)	PUNCT
gssr-621	710	44	.	.	PUNCT
gssr-621	711	1	data	datum	NOUN
gssr-621	711	2	can	can	AUX
gssr-621	711	3	be	be	AUX
gssr-621	711	4	obtained	obtain	VERB
gssr-621	711	5	from	from	ADP
gssr-621	711	6	literature	literature	NOUN
gssr-621	711	7	,	,	PUNCT
gssr-621	711	8	industry	industry	NOUN
gssr-621	711	9	databases	database	NOUN
gssr-621	711	10	,	,	PUNCT
gssr-621	711	11	process	process	NOUN
gssr-621	711	12	simulations	simulation	NOUN
gssr-621	711	13	,	,	PUNCT
gssr-621	711	14	and	and	CCONJ
gssr-621	711	15	direct	direct	ADJ
gssr-621	711	16	measurements	measurement	NOUN
gssr-621	711	17	.	.	PUNCT
gssr-621	712	1	accurate	accurate	ADJ
gssr-621	712	2	and	and	CCONJ
gssr-621	712	3	reliable	reliable	ADJ
gssr-621	712	4	data	data	NOUN
gssr-621	712	5	collection	collection	NOUN
gssr-621	712	6	is	be	AUX
gssr-621	712	7	crucial	crucial	ADJ
gssr-621	712	8	for	for	ADP
gssr-621	712	9	ensuring	ensure	VERB
gssr-621	712	10	the	the	DET
gssr-621	712	11	accuracy	accuracy	NOUN
gssr-621	712	12	and	and	CCONJ
gssr-621	712	13	reliability	reliability	NOUN
gssr-621	712	14	of	of	ADP
gssr-621	712	15	the	the	DET
gssr-621	712	16	lca	lca	PROPN
gssr-621	712	17	results	result	NOUN
gssr-621	712	18	(	(	PUNCT
gssr-621	712	19	kiš	kiš	ADV
gssr-621	712	20	et	et	PROPN
gssr-621	712	21	al	al	PROPN
gssr-621	712	22	.	.	PROPN
gssr-621	712	23	,	,	PUNCT
gssr-621	712	24	2019	2019	NUM
gssr-621	712	25	)	)	PUNCT
gssr-621	712	26	.	.	PUNCT
gssr-621	713	1	defining	define	VERB
gssr-621	713	2	the	the	DET
gssr-621	713	3	system	system	NOUN
gssr-621	713	4	boundaries	boundary	NOUN
gssr-621	713	5	is	be	AUX
gssr-621	713	6	an	an	DET
gssr-621	713	7	important	important	ADJ
gssr-621	713	8	aspect	aspect	NOUN
gssr-621	713	9	of	of	ADP
gssr-621	713	10	lca	lca	PROPN
gssr-621	713	11	.	.	PUNCT
gssr-621	714	1	it	it	PRON
gssr-621	714	2	involves	involve	VERB
gssr-621	714	3	determining	determine	VERB
gssr-621	714	4	which	which	DET
gssr-621	714	5	processes	process	NOUN
gssr-621	714	6	and	and	CCONJ
gssr-621	714	7	activities	activity	NOUN
gssr-621	714	8	are	be	AUX
gssr-621	714	9	included	include	VERB
gssr-621	714	10	in	in	ADP
gssr-621	714	11	the	the	DET
gssr-621	714	12	analysis	analysis	NOUN
gssr-621	714	13	and	and	CCONJ
gssr-621	714	14	which	which	PRON
gssr-621	714	15	are	be	AUX
gssr-621	714	16	excluded	exclude	VERB
gssr-621	714	17	.	.	PUNCT
gssr-621	715	1	for	for	ADP
gssr-621	715	2	glucose	glucose	NOUN
gssr-621	715	3	production	production	NOUN
gssr-621	715	4	,	,	PUNCT
gssr-621	715	5	system	system	NOUN
gssr-621	715	6	boundaries	boundary	NOUN
gssr-621	715	7	can	can	AUX
gssr-621	715	8	be	be	AUX
gssr-621	715	9	set	set	VERB
gssr-621	715	10	to	to	PART
gssr-621	715	11	include	include	VERB
gssr-621	715	12	the	the	DET
gssr-621	715	13	entire	entire	ADJ
gssr-621	715	14	production	production	NOUN
gssr-621	715	15	chain	chain	NOUN
gssr-621	715	16	,	,	PUNCT
gssr-621	715	17	from	from	ADP
gssr-621	715	18	feedstock	feedstock	NOUN
gssr-621	715	19	acquisition	acquisition	NOUN
gssr-621	715	20	to	to	ADP
gssr-621	715	21	the	the	DET
gssr-621	715	22	production	production	NOUN
gssr-621	715	23	of	of	ADP
gssr-621	715	24	glucose	glucose	NOUN
gssr-621	715	25	,	,	PUNCT
gssr-621	715	26	or	or	CCONJ
gssr-621	715	27	focus	focus	VERB
gssr-621	715	28	on	on	ADP
gssr-621	715	29	specific	specific	ADJ
gssr-621	715	30	stages	stage	NOUN
gssr-621	715	31	of	of	ADP
gssr-621	715	32	the	the	DET
gssr-621	715	33	process	process	NOUN
gssr-621	715	34	(	(	PUNCT
gssr-621	715	35	ryan	ryan	PROPN
gssr-621	715	36	&	&	CCONJ
gssr-621	715	37	yaseneva	yaseneva	PROPN
gssr-621	715	38	,	,	PUNCT
gssr-621	715	39	2021	2021	NUM
gssr-621	715	40	)	)	PUNCT
gssr-621	715	41	.	.	PUNCT
gssr-621	716	1	clearly	clearly	ADV
gssr-621	716	2	defining	define	VERB
gssr-621	716	3	the	the	DET
gssr-621	716	4	system	system	NOUN
gssr-621	716	5	boundaries	boundary	NOUN
gssr-621	716	6	ensures	ensure	VERB
gssr-621	716	7	consistency	consistency	NOUN
gssr-621	716	8	and	and	CCONJ
gssr-621	716	9	comparability	comparability	NOUN
gssr-621	716	10	among	among	ADP
gssr-621	716	11	different	different	ADJ
gssr-621	716	12	lca	lca	PROPN
gssr-621	716	13	studies	study	NOUN
gssr-621	716	14	and	and	CCONJ
gssr-621	716	15	facilitates	facilitate	VERB
gssr-621	716	16	meaningful	meaningful	ADJ
gssr-621	716	17	interpretation	interpretation	NOUN
gssr-621	716	18	of	of	ADP
gssr-621	716	19	the	the	DET
gssr-621	716	20	results	result	NOUN
gssr-621	716	21	(	(	PUNCT
gssr-621	716	22	ng	ng	PROPN
gssr-621	716	23	et	et	PROPN
gssr-621	716	24	al	al	PROPN
gssr-621	716	25	.	.	PROPN
gssr-621	716	26	,	,	PUNCT
gssr-621	716	27	2022	2022	NUM
gssr-621	716	28	)	)	PUNCT
gssr-621	716	29	.	.	PUNCT
gssr-621	717	1	during	during	ADP
gssr-621	717	2	the	the	DET
gssr-621	717	3	impact	impact	NOUN
gssr-621	717	4	assessment	assessment	NOUN
gssr-621	717	5	phase	phase	NOUN
gssr-621	717	6	of	of	ADP
gssr-621	717	7	lca	lca	PROPN
gssr-621	717	8	,	,	PUNCT
gssr-621	717	9	the	the	DET
gssr-621	717	10	collected	collect	VERB
gssr-621	717	11	data	datum	NOUN
gssr-621	717	12	on	on	ADP
gssr-621	717	13	inputs	input	NOUN
gssr-621	717	14	and	and	CCONJ
gssr-621	717	15	outputs	output	NOUN
gssr-621	717	16	are	be	AUX
gssr-621	717	17	translated	translate	VERB
gssr-621	717	18	into	into	ADP
gssr-621	717	19	environmental	environmental	ADJ
gssr-621	717	20	impact	impact	NOUN
gssr-621	717	21	indicators	indicator	NOUN
gssr-621	717	22	.	.	PUNCT
gssr-621	718	1	this	this	PRON
gssr-621	718	2	involves	involve	VERB
gssr-621	718	3	the	the	DET
gssr-621	718	4	use	use	NOUN
gssr-621	718	5	of	of	ADP
gssr-621	718	6	impact	impact	NOUN
gssr-621	718	7	assessment	assessment	NOUN
gssr-621	718	8	methods	method	NOUN
gssr-621	718	9	and	and	CCONJ
gssr-621	718	10	characterization	characterization	NOUN
gssr-621	718	11	models	model	NOUN
gssr-621	718	12	to	to	PART
gssr-621	718	13	quantify	quantify	VERB
gssr-621	718	14	the	the	DET
gssr-621	718	15	potential	potential	ADJ
gssr-621	718	16	impacts	impact	NOUN
gssr-621	718	17	on	on	ADP
gssr-621	718	18	the	the	DET
gssr-621	718	19	selected	select	VERB
gssr-621	718	20	impact	impact	NOUN
gssr-621	718	21	categories	category	NOUN
gssr-621	718	22	.	.	PUNCT
gssr-621	719	1	different	different	ADJ
gssr-621	719	2	impact	impact	NOUN
gssr-621	719	3	assessment	assessment	NOUN
gssr-621	719	4	methods	method	NOUN
gssr-621	719	5	,	,	PUNCT
gssr-621	719	6	such	such	ADJ
gssr-621	719	7	as	as	ADP
gssr-621	719	8	recipe	recipe	NOUN
gssr-621	719	9	,	,	PUNCT
gssr-621	719	10	eco	eco	PROPN
gssr-621	719	11	-	-	PUNCT
gssr-621	719	12	indicator	indicator	NOUN
gssr-621	719	13	,	,	PUNCT
gssr-621	719	14	or	or	CCONJ
gssr-621	719	15	cml	cml	PROPN
gssr-621	719	16	,	,	PUNCT
gssr-621	719	17	can	can	AUX
gssr-621	719	18	be	be	AUX
gssr-621	719	19	employed	employ	VERB
gssr-621	719	20	to	to	PART
gssr-621	719	21	assess	assess	VERB
gssr-621	719	22	the	the	DET
gssr-621	719	23	environmental	environmental	ADJ
gssr-621	719	24	impacts	impact	NOUN
gssr-621	719	25	associated	associate	VERB
gssr-621	719	26	with	with	ADP
gssr-621	719	27	glucose	glucose	NOUN
gssr-621	719	28	production	production	NOUN
gssr-621	719	29	.	.	PUNCT
gssr-621	720	1	the	the	DET
gssr-621	720	2	choice	choice	NOUN
gssr-621	720	3	of	of	ADP
gssr-621	720	4	impact	impact	NOUN
gssr-621	720	5	assessment	assessment	NOUN
gssr-621	720	6	method	method	NOUN
gssr-621	720	7	should	should	AUX
gssr-621	720	8	align	align	VERB
gssr-621	720	9	with	with	ADP
gssr-621	720	10	the	the	DET
gssr-621	720	11	specific	specific	ADJ
gssr-621	720	12	goals	goal	NOUN
gssr-621	720	13	and	and	CCONJ
gssr-621	720	14	context	context	NOUN
gssr-621	720	15	of	of	ADP
gssr-621	720	16	the	the	DET
gssr-621	720	17	study	study	NOUN
gssr-621	720	18	.	.	PUNCT
gssr-621	721	1	the	the	DET
gssr-621	721	2	results	result	NOUN
gssr-621	721	3	of	of	ADP
gssr-621	721	4	the	the	DET
gssr-621	721	5	lca	lca	PROPN
gssr-621	721	6	are	be	AUX
gssr-621	721	7	interpreted	interpret	VERB
gssr-621	721	8	to	to	PART
gssr-621	721	9	identify	identify	VERB
gssr-621	721	10	hotspots	hotspot	NOUN
gssr-621	721	11	,	,	PUNCT
gssr-621	721	12	areas	area	NOUN
gssr-621	721	13	of	of	ADP
gssr-621	721	14	high	high	ADJ
gssr-621	721	15	environmental	environmental	ADJ
gssr-621	721	16	impact	impact	NOUN
gssr-621	721	17	,	,	PUNCT
gssr-621	721	18	and	and	CCONJ
gssr-621	721	19	improvement	improvement	NOUN
gssr-621	721	20	opportunities	opportunity	NOUN
gssr-621	721	21	.	.	PUNCT
gssr-621	722	1	decision	decision	NOUN
gssr-621	722	2	-	-	PUNCT
gssr-621	722	3	makers	maker	NOUN
gssr-621	722	4	can	can	AUX
gssr-621	722	5	use	use	VERB
gssr-621	722	6	the	the	DET
gssr-621	722	7	lca	lca	PROPN
gssr-621	722	8	results	result	NOUN
gssr-621	722	9	to	to	PART
gssr-621	722	10	guide	guide	VERB
gssr-621	722	11	sustainability	sustainability	NOUN
gssr-621	722	12	-	-	PUNCT
gssr-621	722	13	oriented	orient	VERB
gssr-621	722	14	decision	decision	NOUN
gssr-621	722	15	-	-	PUNCT
gssr-621	722	16	making	making	NOUN
gssr-621	722	17	,	,	PUNCT
gssr-621	722	18	such	such	ADJ
gssr-621	722	19	as	as	ADP
gssr-621	722	20	selecting	select	VERB
gssr-621	722	21	production	production	NOUN
gssr-621	722	22	methods	method	NOUN
gssr-621	722	23	with	with	ADP
gssr-621	722	24	lower	low	ADJ
gssr-621	722	25	environmental	environmental	ADJ
gssr-621	722	26	impacts	impact	NOUN
gssr-621	722	27	,	,	PUNCT
gssr-621	722	28	optimizing	optimize	VERB
gssr-621	722	29	processes	process	NOUN
gssr-621	722	30	to	to	PART
gssr-621	722	31	reduce	reduce	VERB
gssr-621	722	32	resource	resource	NOUN
gssr-621	722	33	consumption	consumption	NOUN
gssr-621	722	34	and	and	CCONJ
gssr-621	722	35	emissions	emission	NOUN
gssr-621	722	36	,	,	PUNCT
gssr-621	722	37	or	or	CCONJ
gssr-621	722	38	identifying	identify	VERB
gssr-621	722	39	opportunities	opportunity	NOUN
gssr-621	722	40	for	for	ADP
gssr-621	722	41	recycling	recycling	NOUN
gssr-621	722	42	and	and	CCONJ
gssr-621	722	43	waste	waste	NOUN
gssr-621	722	44	reduction	reduction	NOUN
gssr-621	722	45	(	(	PUNCT
gssr-621	722	46	astuti	astuti	ADP
gssr-621	722	47	et	et	PROPN
gssr-621	722	48	al	al	PROPN
gssr-621	722	49	.	.	PROPN
gssr-621	722	50	,	,	PUNCT
gssr-621	722	51	2018	2018	NUM
gssr-621	722	52	)	)	PUNCT
gssr-621	722	53	.	.	PUNCT
gssr-621	723	1	lca	lca	PROPN
gssr-621	723	2	results	result	NOUN
gssr-621	723	3	can	can	AUX
gssr-621	723	4	also	also	ADV
gssr-621	723	5	inform	inform	VERB
gssr-621	723	6	product	product	NOUN
gssr-621	723	7	labeling	labeling	NOUN
gssr-621	723	8	,	,	PUNCT
gssr-621	723	9	eco	eco	NOUN
gssr-621	723	10	-	-	PUNCT
gssr-621	723	11	design	design	NOUN
gssr-621	723	12	,	,	PUNCT
gssr-621	723	13	and	and	CCONJ
gssr-621	723	14	eco	eco	NOUN
gssr-621	723	15	-	-	PUNCT
gssr-621	723	16	innovation	innovation	NOUN
gssr-621	723	17	strategies	strategy	NOUN
gssr-621	723	18	to	to	PART
gssr-621	723	19	promote	promote	VERB
gssr-621	723	20	more	more	ADV
gssr-621	723	21	sustainable	sustainable	ADJ
gssr-621	723	22	glucose	glucose	NOUN
gssr-621	723	23	production	production	NOUN
gssr-621	723	24	.	.	PUNCT
gssr-621	724	1	lca	lca	PROPN
gssr-621	724	2	promotes	promote	VERB
gssr-621	724	3	transparency	transparency	NOUN
gssr-621	724	4	and	and	CCONJ
gssr-621	724	5	communication	communication	NOUN
gssr-621	724	6	of	of	ADP
gssr-621	724	7	the	the	DET
gssr-621	724	8	environmental	environmental	ADJ
gssr-621	724	9	performance	performance	NOUN
gssr-621	724	10	of	of	ADP
gssr-621	724	11	glucose	glucose	NOUN
gssr-621	724	12	production	production	NOUN
gssr-621	724	13	.	.	PUNCT
gssr-621	725	1	the	the	DET
gssr-621	725	2	results	result	NOUN
gssr-621	725	3	of	of	ADP
gssr-621	725	4	the	the	DET
gssr-621	725	5	lca	lca	PROPN
gssr-621	725	6	can	can	AUX
gssr-621	725	7	be	be	AUX
gssr-621	725	8	communicated	communicate	VERB
gssr-621	725	9	through	through	ADP
gssr-621	725	10	environmental	environmental	ADJ
gssr-621	725	11	product	product	NOUN
gssr-621	725	12	declarations	declaration	NOUN
gssr-621	725	13	(	(	PUNCT
gssr-621	725	14	epds	epds	NOUN
gssr-621	725	15	)	)	PUNCT
gssr-621	725	16	,	,	PUNCT
gssr-621	725	17	sustainability	sustainability	NOUN
gssr-621	725	18	reports	report	NOUN
gssr-621	725	19	,	,	PUNCT
gssr-621	725	20	or	or	CCONJ
gssr-621	725	21	labeling	labeling	NOUN
gssr-621	725	22	schemes	scheme	NOUN
gssr-621	725	23	.	.	PUNCT
gssr-621	726	1	transparently	transparently	ADV
gssr-621	726	2	communicating	communicate	VERB
gssr-621	726	3	the	the	DET
gssr-621	726	4	environmental	environmental	ADJ
gssr-621	726	5	impacts	impact	NOUN
gssr-621	726	6	helps	help	VERB
gssr-621	726	7	stakeholders	stakeholder	NOUN
gssr-621	726	8	,	,	PUNCT
gssr-621	726	9	including	include	VERB
gssr-621	726	10	consumers	consumer	NOUN
gssr-621	726	11	,	,	PUNCT
gssr-621	726	12	policymakers	policymaker	NOUN
gssr-621	726	13	,	,	PUNCT
gssr-621	726	14	and	and	CCONJ
gssr-621	726	15	industry	industry	NOUN
gssr-621	726	16	professionals	professional	NOUN
gssr-621	726	17	,	,	PUNCT
gssr-621	726	18	make	make	VERB
gssr-621	726	19	informed	informed	ADJ
gssr-621	726	20	choices	choice	NOUN
gssr-621	726	21	and	and	CCONJ
gssr-621	726	22	encourages	encourage	VERB
gssr-621	726	23	continuous	continuous	ADJ
gssr-621	726	24	improvement	improvement	NOUN
gssr-621	726	25	in	in	ADP
gssr-621	726	26	sustainability	sustainability	NOUN
gssr-621	726	27	performance	performance	NOUN
gssr-621	726	28	(	(	PUNCT
gssr-621	726	29	blanco	blanco	PROPN
gssr-621	726	30	et	et	PROPN
gssr-621	726	31	al	al	PROPN
gssr-621	726	32	.	.	PROPN
gssr-621	726	33	,	,	PUNCT
gssr-621	726	34	2020	2020	NUM
gssr-621	726	35	)	)	PUNCT
gssr-621	726	36	.	.	PUNCT
gssr-621	727	1	sustainability	sustainability	NOUN
gssr-621	727	2	considerations	consideration	NOUN
gssr-621	727	3	sustainability	sustainability	NOUN
gssr-621	727	4	considerations	consideration	NOUN
gssr-621	727	5	play	play	VERB
gssr-621	727	6	a	a	DET
gssr-621	727	7	critical	critical	ADJ
gssr-621	727	8	role	role	NOUN
gssr-621	727	9	in	in	ADP
gssr-621	727	10	the	the	DET
gssr-621	727	11	assessment	assessment	NOUN
gssr-621	727	12	and	and	CCONJ
gssr-621	727	13	improvement	improvement	NOUN
gssr-621	727	14	of	of	ADP
gssr-621	727	15	glucose	glucose	NOUN
gssr-621	727	16	production	production	NOUN
gssr-621	727	17	processes	process	NOUN
gssr-621	727	18	(	(	PUNCT
gssr-621	727	19	ebikade	ebikade	VERB
gssr-621	727	20	et	et	PROPN
gssr-621	727	21	al	al	PROPN
gssr-621	727	22	.	.	PROPN
gssr-621	727	23	,	,	PUNCT
gssr-621	727	24	2018	2018	NUM
gssr-621	727	25	)	)	PUNCT
gssr-621	727	26	.	.	PUNCT
gssr-621	728	1	as	as	SCONJ
gssr-621	728	2	the	the	DET
gssr-621	728	3	world	world	NOUN
gssr-621	728	4	increasingly	increasingly	ADV
gssr-621	728	5	focuses	focus	VERB
gssr-621	728	6	on	on	ADP
gssr-621	728	7	environmental	environmental	ADJ
gssr-621	728	8	conservation	conservation	NOUN
gssr-621	728	9	,	,	PUNCT
gssr-621	728	10	resource	resource	NOUN
gssr-621	728	11	efficiency	efficiency	NOUN
gssr-621	728	12	,	,	PUNCT
gssr-621	728	13	and	and	CCONJ
gssr-621	728	14	social	social	ADJ
gssr-621	728	15	responsibility	responsibility	NOUN
gssr-621	728	16	,	,	PUNCT
gssr-621	728	17	it	it	PRON
gssr-621	728	18	is	be	AUX
gssr-621	728	19	essential	essential	ADJ
gssr-621	728	20	to	to	PART
gssr-621	728	21	evaluate	evaluate	VERB
gssr-621	728	22	the	the	DET
gssr-621	728	23	sustainability	sustainability	NOUN
gssr-621	728	24	aspects	aspect	NOUN
gssr-621	728	25	associated	associate	VERB
gssr-621	728	26	with	with	ADP
gssr-621	728	27	glucose	glucose	NOUN
gssr-621	728	28	production	production	NOUN
gssr-621	728	29	.	.	PUNCT
gssr-621	729	1	few	few	ADJ
gssr-621	729	2	of	of	ADP
gssr-621	729	3	the	the	DET
gssr-621	729	4	key	key	ADJ
gssr-621	729	5	sustainability	sustainability	NOUN
gssr-621	729	6	considerations	consideration	NOUN
gssr-621	729	7	in	in	ADP
gssr-621	729	8	glucose	glucose	NOUN
gssr-621	729	9	production	production	NOUN
gssr-621	729	10	includes	include	VERB
gssr-621	729	11	,	,	PUNCT
gssr-621	729	12	resource	resource	NOUN
gssr-621	729	13	efficiency	efficiency	NOUN
gssr-621	729	14	,	,	PUNCT
gssr-621	729	15	renewable	renewable	ADJ
gssr-621	729	16	feedstock	feedstock	NOUN
gssr-621	729	17	,	,	PUNCT
gssr-621	729	18	environmental	environmental	ADJ
gssr-621	729	19	impact	impact	NOUN
gssr-621	729	20	mitigation	mitigation	NOUN
gssr-621	729	21	,	,	PUNCT
gssr-621	729	22	climate	climate	NOUN
gssr-621	729	23	change	change	NOUN
gssr-621	729	24	mitigation	mitigation	NOUN
gssr-621	729	25	,	,	PUNCT
gssr-621	729	26	water	water	NOUN
gssr-621	729	27	management	management	NOUN
gssr-621	729	28	,	,	PUNCT
gssr-621	729	29	social	social	ADJ
gssr-621	729	30	and	and	CCONJ
gssr-621	729	31	economic	economic	ADJ
gssr-621	729	32	impacts	impact	NOUN
gssr-621	729	33	and	and	CCONJ
gssr-621	729	34	lca	lca	PROPN
gssr-621	729	35	.	.	PUNCT
gssr-621	730	1	efficient	efficient	ADJ
gssr-621	730	2	use	use	NOUN
gssr-621	730	3	of	of	ADP
gssr-621	730	4	resources	resource	NOUN
gssr-621	730	5	is	be	AUX
gssr-621	730	6	a	a	DET
gssr-621	730	7	fundamental	fundamental	ADJ
gssr-621	730	8	aspect	aspect	NOUN
gssr-621	730	9	of	of	ADP
gssr-621	730	10	sustainable	sustainable	ADJ
gssr-621	730	11	glucose	glucose	NOUN
gssr-621	730	12	production	production	NOUN
gssr-621	730	13	(	(	PUNCT
gssr-621	730	14	salim	salim	PROPN
gssr-621	730	15	,	,	PUNCT
gssr-621	730	16	gonzález	gonzález	PROPN
gssr-621	730	17	-	-	PUNCT
gssr-621	730	18	garcía	garcía	PROPN
gssr-621	730	19	,	,	PUNCT
gssr-621	730	20	et	et	PROPN
gssr-621	730	21	al	al	PROPN
gssr-621	730	22	.	.	PROPN
gssr-621	730	23	,	,	PUNCT
gssr-621	730	24	2019	2019	NUM
gssr-621	730	25	)	)	PUNCT
gssr-621	730	26	.	.	PUNCT
gssr-621	731	1	this	this	PRON
gssr-621	731	2	involves	involve	VERB
gssr-621	731	3	minimizing	minimize	VERB
gssr-621	731	4	resource	resource	NOUN
gssr-621	731	5	consumption	consumption	NOUN
gssr-621	731	6	,	,	PUNCT
gssr-621	731	7	such	such	ADJ
gssr-621	731	8	as	as	ADP
gssr-621	731	9	water	water	NOUN
gssr-621	731	10	,	,	PUNCT
gssr-621	731	11	energy	energy	NOUN
gssr-621	731	12	,	,	PUNCT
gssr-621	731	13	and	and	CCONJ
gssr-621	731	14	raw	raw	ADJ
gssr-621	731	15	materials	material	NOUN
gssr-621	731	16	,	,	PUNCT
gssr-621	731	17	throughout	throughout	ADP
gssr-621	731	18	the	the	DET
gssr-621	731	19	production	production	NOUN
gssr-621	731	20	process	process	NOUN
gssr-621	731	21	.	.	PUNCT
gssr-621	732	1	implementing	implement	VERB
gssr-621	732	2	technologies	technology	NOUN
gssr-621	732	3	and	and	CCONJ
gssr-621	732	4	practices	practice	NOUN
gssr-621	732	5	that	that	PRON
gssr-621	732	6	optimize	optimize	VERB
gssr-621	732	7	resource	resource	NOUN
gssr-621	732	8	efficiency	efficiency	NOUN
gssr-621	732	9	can	can	AUX
gssr-621	732	10	reduce	reduce	VERB
gssr-621	732	11	environmental	environmental	ADJ
gssr-621	732	12	impacts	impact	NOUN
gssr-621	732	13	,	,	PUNCT
gssr-621	732	14	conserve	conserve	VERB
gssr-621	732	15	natural	natural	ADJ
gssr-621	732	16	resources	resource	NOUN
gssr-621	732	17	,	,	PUNCT
gssr-621	732	18	and	and	CCONJ
gssr-621	732	19	lower	low	ADJ
gssr-621	732	20	production	production	NOUN
gssr-621	732	21	costs	cost	NOUN
gssr-621	732	22	.	.	PUNCT
gssr-621	733	1	strategies	strategy	NOUN
gssr-621	733	2	like	like	ADP
gssr-621	733	3	process	process	NOUN
gssr-621	733	4	integration	integration	NOUN
gssr-621	733	5	,	,	PUNCT
gssr-621	733	6	waste	waste	NOUN
gssr-621	733	7	heat	heat	NOUN
gssr-621	733	8	recovery	recovery	NOUN
gssr-621	733	9	,	,	PUNCT
gssr-621	733	10	and	and	CCONJ
gssr-621	733	11	recycling	recycling	NOUN
gssr-621	733	12	can	can	AUX
gssr-621	733	13	contribute	contribute	VERB
gssr-621	733	14	to	to	ADP
gssr-621	733	15	improved	improve	VERB
gssr-621	733	16	resource	resource	NOUN
gssr-621	733	17	efficiency	efficiency	NOUN
gssr-621	733	18	.	.	PUNCT
gssr-621	734	1	the	the	DET
gssr-621	734	2	choice	choice	NOUN
gssr-621	734	3	of	of	ADP
gssr-621	734	4	feedstock	feedstock	NOUN
gssr-621	734	5	for	for	ADP
gssr-621	734	6	glucose	glucose	NOUN
gssr-621	734	7	production	production	NOUN
gssr-621	734	8	has	have	VERB
gssr-621	734	9	significant	significant	ADJ
gssr-621	734	10	implications	implication	NOUN
gssr-621	734	11	for	for	ADP
gssr-621	734	12	sustainability	sustainability	NOUN
gssr-621	734	13	.	.	PUNCT
gssr-621	735	1	utilizing	utilize	VERB
gssr-621	735	2	renewable	renewable	ADJ
gssr-621	735	3	feedstock	feedstock	NOUN
gssr-621	735	4	sources	source	NOUN
gssr-621	735	5	,	,	PUNCT
gssr-621	735	6	such	such	ADJ
gssr-621	735	7	as	as	ADP
gssr-621	735	8	agricultural	agricultural	ADJ
gssr-621	735	9	residues	residue	NOUN
gssr-621	735	10	,	,	PUNCT
gssr-621	735	11	forest	forest	NOUN
gssr-621	735	12	biomass	biomass	NOUN
gssr-621	735	13	,	,	PUNCT
gssr-621	735	14	or	or	CCONJ
gssr-621	735	15	algal	algal	ADJ
gssr-621	735	16	biomass	biomass	NOUN
gssr-621	735	17	,	,	PUNCT
gssr-621	735	18	helps	help	VERB
gssr-621	735	19	reduce	reduce	VERB
gssr-621	735	20	dependence	dependence	NOUN
gssr-621	735	21	on	on	ADP
gssr-621	735	22	finite	finite	ADJ
gssr-621	735	23	resources	resource	NOUN
gssr-621	735	24	and	and	CCONJ
gssr-621	735	25	minimizes	minimize	VERB
gssr-621	735	26	the	the	DET
gssr-621	735	27	environmental	environmental	ADJ
gssr-621	735	28	footprint	footprint	NOUN
gssr-621	735	29	of	of	ADP
gssr-621	735	30	the	the	DET
gssr-621	735	31	production	production	NOUN
gssr-621	735	32	process	process	NOUN
gssr-621	735	33	(	(	PUNCT
gssr-621	735	34	codato	codato	NOUN
gssr-621	735	35	-	-	PUNCT
gssr-621	735	36	zumpano	zumpano	PROPN
gssr-621	735	37	et	et	PROPN
gssr-621	735	38	al	al	PROPN
gssr-621	735	39	.	.	PROPN
gssr-621	735	40	,	,	PUNCT
gssr-621	735	41	2023	2023	NUM
gssr-621	735	42	;	;	PUNCT
gssr-621	735	43	selivanov	selivanov	NUM
gssr-621	735	44	et	et	NOUN
gssr-621	735	45	al	al	PROPN
gssr-621	735	46	.	.	PROPN
gssr-621	735	47	,	,	PUNCT
gssr-621	735	48	2023	2023	NUM
gssr-621	735	49	)	)	PUNCT
gssr-621	735	50	.	.	PUNCT
gssr-621	736	1	renewable	renewable	ADJ
gssr-621	736	2	feedstock	feedstock	NOUN
gssr-621	736	3	sources	source	NOUN
gssr-621	736	4	also	also	ADV
gssr-621	736	5	offer	offer	VERB
gssr-621	736	6	opportunities	opportunity	NOUN
gssr-621	736	7	for	for	ADP
gssr-621	736	8	circular	circular	ADJ
gssr-621	736	9	economy	economy	NOUN
gssr-621	736	10	practices	practice	NOUN
gssr-621	736	11	by	by	ADP
gssr-621	736	12	valorizing	valorize	VERB
gssr-621	736	13	waste	waste	NOUN
gssr-621	736	14	and	and	CCONJ
gssr-621	736	15	byproducts	byproduct	NOUN
gssr-621	736	16	from	from	ADP
gssr-621	736	17	other	other	ADJ
gssr-621	736	18	industries	industry	NOUN
gssr-621	736	19	.	.	PUNCT
gssr-621	737	1	glucose	glucose	NOUN
gssr-621	737	2	production	production	NOUN
gssr-621	737	3	should	should	AUX
gssr-621	737	4	aim	aim	VERB
gssr-621	737	5	to	to	PART
gssr-621	737	6	minimize	minimize	VERB
gssr-621	737	7	its	its	PRON
gssr-621	737	8	environmental	environmental	ADJ
gssr-621	737	9	impacts	impact	NOUN
gssr-621	737	10	,	,	PUNCT
gssr-621	737	11	such	such	ADJ
gssr-621	737	12	as	as	ADP
gssr-621	737	13	greenhouse	greenhouse	NOUN
gssr-621	737	14	gas	gas	NOUN
gssr-621	737	15	emissions	emission	NOUN
gssr-621	737	16	,	,	PUNCT
gssr-621	737	17	water	water	NOUN
gssr-621	737	18	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	NOUN
gssr-621	737	19	global	global	ADJ
gssr-621	737	20	sustainability	sustainability	NOUN
gssr-621	737	21	research	research	NOUN
gssr-621	737	22	global	global	ADJ
gssr-621	737	23	scientific	scientific	ADJ
gssr-621	737	24	research	research	NOUN
gssr-621	737	25	107	107	NUM
gssr-621	737	26	pollution	pollution	NOUN
gssr-621	737	27	,	,	PUNCT
gssr-621	737	28	and	and	CCONJ
gssr-621	737	29	land	land	NOUN
gssr-621	737	30	use	use	NOUN
gssr-621	737	31	change	change	NOUN
gssr-621	737	32	.	.	PUNCT
gssr-621	738	1	adopting	adopt	VERB
gssr-621	738	2	cleaner	clean	ADJ
gssr-621	738	3	production	production	NOUN
gssr-621	738	4	technologies	technology	NOUN
gssr-621	738	5	,	,	PUNCT
gssr-621	738	6	implementing	implement	VERB
gssr-621	738	7	pollution	pollution	NOUN
gssr-621	738	8	control	control	NOUN
gssr-621	738	9	measures	measure	NOUN
gssr-621	738	10	,	,	PUNCT
gssr-621	738	11	and	and	CCONJ
gssr-621	738	12	optimizing	optimize	VERB
gssr-621	738	13	waste	waste	NOUN
gssr-621	738	14	management	management	NOUN
gssr-621	738	15	practices	practice	NOUN
gssr-621	738	16	can	can	AUX
gssr-621	738	17	reduce	reduce	VERB
gssr-621	738	18	the	the	DET
gssr-621	738	19	ecological	ecological	ADJ
gssr-621	738	20	footprint	footprint	NOUN
gssr-621	738	21	of	of	ADP
gssr-621	738	22	the	the	DET
gssr-621	738	23	production	production	NOUN
gssr-621	738	24	process	process	NOUN
gssr-621	738	25	(	(	PUNCT
gssr-621	738	26	akmalina	akmalina	ADJ
gssr-621	738	27	,	,	PUNCT
gssr-621	738	28	2019	2019	NUM
gssr-621	738	29	;	;	PUNCT
gssr-621	738	30	salim	salim	PROPN
gssr-621	738	31	,	,	PUNCT
gssr-621	738	32	gonzález	gonzález	PROPN
gssr-621	738	33	-	-	PUNCT
gssr-621	738	34	garcía	garcía	PROPN
gssr-621	738	35	,	,	PUNCT
gssr-621	738	36	et	et	PROPN
gssr-621	738	37	al	al	PROPN
gssr-621	738	38	.	.	PROPN
gssr-621	738	39	,	,	PUNCT
gssr-621	738	40	2019	2019	NUM
gssr-621	738	41	)	)	PUNCT
gssr-621	738	42	.	.	PUNCT
gssr-621	739	1	additionally	additionally	ADV
gssr-621	739	2	,	,	PUNCT
gssr-621	739	3	monitoring	monitoring	NOUN
gssr-621	739	4	and	and	CCONJ
gssr-621	739	5	mitigating	mitigate	VERB
gssr-621	739	6	potential	potential	ADJ
gssr-621	739	7	environmental	environmental	ADJ
gssr-621	739	8	risks	risk	NOUN
gssr-621	739	9	associated	associate	VERB
gssr-621	739	10	with	with	ADP
gssr-621	739	11	feedstock	feedstock	NOUN
gssr-621	739	12	acquisition	acquisition	NOUN
gssr-621	739	13	,	,	PUNCT
gssr-621	739	14	such	such	ADJ
gssr-621	739	15	as	as	ADP
gssr-621	739	16	deforestation	deforestation	NOUN
gssr-621	739	17	or	or	CCONJ
gssr-621	739	18	habitat	habitat	NOUN
gssr-621	739	19	destruction	destruction	NOUN
gssr-621	739	20	,	,	PUNCT
gssr-621	739	21	is	be	AUX
gssr-621	739	22	essential	essential	ADJ
gssr-621	739	23	for	for	ADP
gssr-621	739	24	ensuring	ensure	VERB
gssr-621	739	25	the	the	DET
gssr-621	739	26	sustainability	sustainability	NOUN
gssr-621	739	27	of	of	ADP
gssr-621	739	28	glucose	glucose	NOUN
gssr-621	739	29	production	production	NOUN
gssr-621	739	30	.	.	PUNCT
gssr-621	740	1	glucose	glucose	NOUN
gssr-621	740	2	production	production	NOUN
gssr-621	740	3	contributes	contribute	VERB
gssr-621	740	4	to	to	ADP
gssr-621	740	5	climate	climate	NOUN
gssr-621	740	6	change	change	NOUN
gssr-621	740	7	through	through	ADP
gssr-621	740	8	the	the	DET
gssr-621	740	9	release	release	NOUN
gssr-621	740	10	of	of	ADP
gssr-621	740	11	greenhouse	greenhouse	NOUN
gssr-621	740	12	gases	gas	NOUN
gssr-621	740	13	,	,	PUNCT
gssr-621	740	14	particularly	particularly	ADV
gssr-621	740	15	during	during	ADP
gssr-621	740	16	the	the	DET
gssr-621	740	17	energy	energy	NOUN
gssr-621	740	18	-	-	PUNCT
gssr-621	740	19	intensive	intensive	ADJ
gssr-621	740	20	stages	stage	NOUN
gssr-621	740	21	of	of	ADP
gssr-621	740	22	the	the	DET
gssr-621	740	23	process	process	NOUN
gssr-621	740	24	.	.	PUNCT
gssr-621	741	1	implementing	implement	VERB
gssr-621	741	2	energy	energy	NOUN
gssr-621	741	3	-	-	PUNCT
gssr-621	741	4	efficient	efficient	ADJ
gssr-621	741	5	technologies	technology	NOUN
gssr-621	741	6	,	,	PUNCT
gssr-621	741	7	utilizing	utilize	VERB
gssr-621	741	8	renewable	renewable	ADJ
gssr-621	741	9	energy	energy	NOUN
gssr-621	741	10	sources	source	NOUN
gssr-621	741	11	,	,	PUNCT
gssr-621	741	12	and	and	CCONJ
gssr-621	741	13	adopting	adopt	VERB
gssr-621	741	14	carbon	carbon	NOUN
gssr-621	741	15	capture	capture	NOUN
gssr-621	741	16	and	and	CCONJ
gssr-621	741	17	storage	storage	NOUN
gssr-621	741	18	techniques	technique	NOUN
gssr-621	741	19	can	can	AUX
gssr-621	741	20	help	help	VERB
gssr-621	741	21	mitigate	mitigate	VERB
gssr-621	741	22	the	the	DET
gssr-621	741	23	carbon	carbon	NOUN
gssr-621	741	24	footprint	footprint	NOUN
gssr-621	741	25	of	of	ADP
gssr-621	741	26	glucose	glucose	NOUN
gssr-621	741	27	production	production	NOUN
gssr-621	741	28	(	(	PUNCT
gssr-621	741	29	blanco	blanco	PROPN
gssr-621	741	30	et	et	PROPN
gssr-621	741	31	al	al	PROPN
gssr-621	741	32	.	.	PROPN
gssr-621	741	33	,	,	PUNCT
gssr-621	741	34	2020	2020	NUM
gssr-621	741	35	)	)	PUNCT
gssr-621	741	36	.	.	PUNCT
gssr-621	742	1	by	by	ADP
gssr-621	742	2	reducing	reduce	VERB
gssr-621	742	3	greenhouse	greenhouse	NOUN
gssr-621	742	4	gas	gas	NOUN
gssr-621	742	5	emissions	emission	NOUN
gssr-621	742	6	,	,	PUNCT
gssr-621	742	7	the	the	DET
gssr-621	742	8	industry	industry	NOUN
gssr-621	742	9	can	can	AUX
gssr-621	742	10	contribute	contribute	VERB
gssr-621	742	11	to	to	ADP
gssr-621	742	12	global	global	ADJ
gssr-621	742	13	efforts	effort	NOUN
gssr-621	742	14	to	to	PART
gssr-621	742	15	combat	combat	VERB
gssr-621	742	16	climate	climate	NOUN
gssr-621	742	17	change	change	NOUN
gssr-621	742	18	and	and	CCONJ
gssr-621	742	19	achieve	achieve	VERB
gssr-621	742	20	sustainability	sustainability	NOUN
gssr-621	742	21	targets	target	NOUN
gssr-621	742	22	.	.	PUNCT
gssr-621	743	1	water	water	NOUN
gssr-621	743	2	is	be	AUX
gssr-621	743	3	a	a	DET
gssr-621	743	4	valuable	valuable	ADJ
gssr-621	743	5	resource	resource	NOUN
gssr-621	743	6	,	,	PUNCT
gssr-621	743	7	and	and	CCONJ
gssr-621	743	8	its	its	PRON
gssr-621	743	9	sustainable	sustainable	ADJ
gssr-621	743	10	management	management	NOUN
gssr-621	743	11	is	be	AUX
gssr-621	743	12	crucial	crucial	ADJ
gssr-621	743	13	in	in	ADP
gssr-621	743	14	glucose	glucose	NOUN
gssr-621	743	15	production	production	NOUN
gssr-621	743	16	.	.	PUNCT
gssr-621	744	1	adopting	adopt	VERB
gssr-621	744	2	water	water	NOUN
gssr-621	744	3	-	-	PUNCT
gssr-621	744	4	efficient	efficient	ADJ
gssr-621	744	5	practices	practice	NOUN
gssr-621	744	6	,	,	PUNCT
gssr-621	744	7	such	such	ADJ
gssr-621	744	8	as	as	ADP
gssr-621	744	9	recycling	recycle	VERB
gssr-621	744	10	and	and	CCONJ
gssr-621	744	11	reusing	reuse	VERB
gssr-621	744	12	water	water	NOUN
gssr-621	744	13	within	within	ADP
gssr-621	744	14	the	the	DET
gssr-621	744	15	production	production	NOUN
gssr-621	744	16	process	process	NOUN
gssr-621	744	17	,	,	PUNCT
gssr-621	744	18	can	can	AUX
gssr-621	744	19	help	help	VERB
gssr-621	744	20	minimize	minimize	VERB
gssr-621	744	21	water	water	NOUN
gssr-621	744	22	consumption	consumption	NOUN
gssr-621	744	23	.	.	PUNCT
gssr-621	745	1	implementing	implement	VERB
gssr-621	745	2	wastewater	wastewater	NOUN
gssr-621	745	3	treatment	treatment	NOUN
gssr-621	745	4	and	and	CCONJ
gssr-621	745	5	management	management	NOUN
gssr-621	745	6	systems	system	NOUN
gssr-621	745	7	ensures	ensure	VERB
gssr-621	745	8	the	the	DET
gssr-621	745	9	responsible	responsible	ADJ
gssr-621	745	10	discharge	discharge	NOUN
gssr-621	745	11	of	of	ADP
gssr-621	745	12	treated	treat	VERB
gssr-621	745	13	water	water	NOUN
gssr-621	745	14	to	to	PART
gssr-621	745	15	minimize	minimize	VERB
gssr-621	745	16	water	water	NOUN
gssr-621	745	17	pollution	pollution	NOUN
gssr-621	745	18	.	.	PUNCT
gssr-621	746	1	additionally	additionally	ADV
gssr-621	746	2	,	,	PUNCT
gssr-621	746	3	considering	consider	VERB
gssr-621	746	4	water	water	NOUN
gssr-621	746	5	availability	availability	NOUN
gssr-621	746	6	and	and	CCONJ
gssr-621	746	7	prioritizing	prioritize	VERB
gssr-621	746	8	water	water	NOUN
gssr-621	746	9	-	-	PUNCT
gssr-621	746	10	stressed	stress	VERB
gssr-621	746	11	regions	region	NOUN
gssr-621	746	12	for	for	ADP
gssr-621	746	13	glucose	glucose	NOUN
gssr-621	746	14	production	production	NOUN
gssr-621	746	15	can	can	AUX
gssr-621	746	16	help	help	VERB
gssr-621	746	17	mitigate	mitigate	VERB
gssr-621	746	18	the	the	DET
gssr-621	746	19	potential	potential	ADJ
gssr-621	746	20	strain	strain	NOUN
gssr-621	746	21	on	on	ADP
gssr-621	746	22	local	local	ADJ
gssr-621	746	23	water	water	NOUN
gssr-621	746	24	resources	resource	NOUN
gssr-621	746	25	.	.	PUNCT
gssr-621	747	1	sustainability	sustainability	NOUN
gssr-621	747	2	considerations	consideration	NOUN
gssr-621	747	3	encompass	encompass	VERB
gssr-621	747	4	not	not	PART
gssr-621	747	5	only	only	ADV
gssr-621	747	6	environmental	environmental	ADJ
gssr-621	747	7	aspects	aspect	NOUN
gssr-621	747	8	but	but	CCONJ
gssr-621	747	9	also	also	ADV
gssr-621	747	10	social	social	ADJ
gssr-621	747	11	and	and	CCONJ
gssr-621	747	12	economic	economic	ADJ
gssr-621	747	13	dimensions	dimension	NOUN
gssr-621	747	14	(	(	PUNCT
gssr-621	747	15	lips	lip	NOUN
gssr-621	747	16	,	,	PUNCT
gssr-621	747	17	2021	2021	NUM
gssr-621	747	18	)	)	PUNCT
gssr-621	747	19	.	.	PUNCT
gssr-621	748	1	it	it	PRON
gssr-621	748	2	is	be	AUX
gssr-621	748	3	essential	essential	ADJ
gssr-621	748	4	to	to	PART
gssr-621	748	5	assess	assess	VERB
gssr-621	748	6	the	the	DET
gssr-621	748	7	social	social	ADJ
gssr-621	748	8	and	and	CCONJ
gssr-621	748	9	economic	economic	ADJ
gssr-621	748	10	impacts	impact	NOUN
gssr-621	748	11	of	of	ADP
gssr-621	748	12	glucose	glucose	NOUN
gssr-621	748	13	production	production	NOUN
gssr-621	748	14	on	on	ADP
gssr-621	748	15	local	local	ADJ
gssr-621	748	16	communities	community	NOUN
gssr-621	748	17	,	,	PUNCT
gssr-621	748	18	including	include	VERB
gssr-621	748	19	employment	employment	NOUN
gssr-621	748	20	opportunities	opportunity	NOUN
gssr-621	748	21	,	,	PUNCT
gssr-621	748	22	livelihoods	livelihood	NOUN
gssr-621	748	23	,	,	PUNCT
gssr-621	748	24	and	and	CCONJ
gssr-621	748	25	community	community	NOUN
gssr-621	748	26	well	well	ADV
gssr-621	748	27	-	-	PUNCT
gssr-621	748	28	being	being	NOUN
gssr-621	748	29	.	.	PUNCT
gssr-621	749	1	engaging	engage	VERB
gssr-621	749	2	with	with	ADP
gssr-621	749	3	stakeholders	stakeholder	NOUN
gssr-621	749	4	,	,	PUNCT
gssr-621	749	5	ensuring	ensure	VERB
gssr-621	749	6	fair	fair	ADJ
gssr-621	749	7	labor	labor	NOUN
gssr-621	749	8	practices	practice	NOUN
gssr-621	749	9	,	,	PUNCT
gssr-621	749	10	and	and	CCONJ
gssr-621	749	11	supporting	support	VERB
gssr-621	749	12	local	local	ADJ
gssr-621	749	13	development	development	NOUN
gssr-621	749	14	initiatives	initiative	NOUN
gssr-621	749	15	contribute	contribute	VERB
gssr-621	749	16	to	to	ADP
gssr-621	749	17	the	the	DET
gssr-621	749	18	overall	overall	ADJ
gssr-621	749	19	sustainability	sustainability	NOUN
gssr-621	749	20	of	of	ADP
gssr-621	749	21	glucose	glucose	NOUN
gssr-621	749	22	production	production	NOUN
gssr-621	749	23	and	and	CCONJ
gssr-621	749	24	foster	foster	ADJ
gssr-621	749	25	positive	positive	ADJ
gssr-621	749	26	social	social	ADJ
gssr-621	749	27	outcomes	outcome	NOUN
gssr-621	749	28	.	.	PUNCT
gssr-621	750	1	as	as	SCONJ
gssr-621	750	2	discussed	discuss	VERB
gssr-621	750	3	previously	previously	ADV
gssr-621	750	4	,	,	PUNCT
gssr-621	750	5	conducting	conduct	VERB
gssr-621	750	6	an	an	DET
gssr-621	750	7	lca	lca	PROPN
gssr-621	750	8	provides	provide	VERB
gssr-621	750	9	a	a	DET
gssr-621	750	10	comprehensive	comprehensive	ADJ
gssr-621	750	11	evaluation	evaluation	NOUN
gssr-621	750	12	of	of	ADP
gssr-621	750	13	the	the	DET
gssr-621	750	14	environmental	environmental	ADJ
gssr-621	750	15	impacts	impact	NOUN
gssr-621	750	16	associated	associate	VERB
gssr-621	750	17	with	with	ADP
gssr-621	750	18	glucose	glucose	NOUN
gssr-621	750	19	production	production	NOUN
gssr-621	750	20	.	.	PUNCT
gssr-621	751	1	lca	lca	PROPN
gssr-621	751	2	allows	allow	VERB
gssr-621	751	3	for	for	ADP
gssr-621	751	4	the	the	DET
gssr-621	751	5	quantification	quantification	NOUN
gssr-621	751	6	and	and	CCONJ
gssr-621	751	7	analysis	analysis	NOUN
gssr-621	751	8	of	of	ADP
gssr-621	751	9	energy	energy	NOUN
gssr-621	751	10	consumption	consumption	NOUN
gssr-621	751	11	,	,	PUNCT
gssr-621	751	12	emissions	emission	NOUN
gssr-621	751	13	,	,	PUNCT
gssr-621	751	14	waste	waste	NOUN
gssr-621	751	15	generation	generation	NOUN
gssr-621	751	16	,	,	PUNCT
gssr-621	751	17	and	and	CCONJ
gssr-621	751	18	resource	resource	NOUN
gssr-621	751	19	depletion	depletion	NOUN
gssr-621	751	20	throughout	throughout	ADP
gssr-621	751	21	the	the	DET
gssr-621	751	22	entire	entire	ADJ
gssr-621	751	23	life	life	NOUN
gssr-621	751	24	cycle	cycle	NOUN
gssr-621	751	25	of	of	ADP
gssr-621	751	26	glucose	glucose	NOUN
gssr-621	751	27	production	production	NOUN
gssr-621	751	28	(	(	PUNCT
gssr-621	751	29	blanco	blanco	PROPN
gssr-621	751	30	et	et	PROPN
gssr-621	751	31	al	al	PROPN
gssr-621	751	32	.	.	PROPN
gssr-621	751	33	,	,	PUNCT
gssr-621	751	34	2020	2020	NUM
gssr-621	751	35	)	)	PUNCT
gssr-621	751	36	.	.	PUNCT
gssr-621	752	1	the	the	DET
gssr-621	752	2	results	result	NOUN
gssr-621	752	3	of	of	ADP
gssr-621	752	4	lca	lca	PROPN
gssr-621	752	5	can	can	AUX
gssr-621	752	6	guide	guide	VERB
gssr-621	752	7	decision	decision	NOUN
gssr-621	752	8	-	-	PUNCT
gssr-621	752	9	making	making	NOUN
gssr-621	752	10	,	,	PUNCT
gssr-621	752	11	identify	identify	VERB
gssr-621	752	12	improvement	improvement	NOUN
gssr-621	752	13	opportunities	opportunity	NOUN
gssr-621	752	14	,	,	PUNCT
gssr-621	752	15	and	and	CCONJ
gssr-621	752	16	support	support	VERB
gssr-621	752	17	the	the	DET
gssr-621	752	18	adoption	adoption	NOUN
gssr-621	752	19	of	of	ADP
gssr-621	752	20	more	more	ADV
gssr-621	752	21	sustainable	sustainable	ADJ
gssr-621	752	22	practices	practice	NOUN
gssr-621	752	23	.	.	PUNCT
gssr-621	753	1	by	by	ADP
gssr-621	753	2	integrating	integrate	VERB
gssr-621	753	3	sustainability	sustainability	NOUN
gssr-621	753	4	considerations	consideration	NOUN
gssr-621	753	5	into	into	ADP
gssr-621	753	6	glucose	glucose	NOUN
gssr-621	753	7	production	production	NOUN
gssr-621	753	8	processes	process	NOUN
gssr-621	753	9	,	,	PUNCT
gssr-621	753	10	stakeholders	stakeholder	NOUN
gssr-621	753	11	can	can	AUX
gssr-621	753	12	work	work	VERB
gssr-621	753	13	towards	towards	ADP
gssr-621	753	14	achieving	achieve	VERB
gssr-621	753	15	a	a	DET
gssr-621	753	16	balance	balance	NOUN
gssr-621	753	17	between	between	ADP
gssr-621	753	18	environmental	environmental	ADJ
gssr-621	753	19	protection	protection	NOUN
gssr-621	753	20	,	,	PUNCT
gssr-621	753	21	social	social	ADJ
gssr-621	753	22	responsibility	responsibility	NOUN
gssr-621	753	23	,	,	PUNCT
gssr-621	753	24	and	and	CCONJ
gssr-621	753	25	economic	economic	ADJ
gssr-621	753	26	viability	viability	NOUN
gssr-621	753	27	.	.	PUNCT
gssr-621	754	1	through	through	ADP
gssr-621	754	2	continuous	continuous	ADJ
gssr-621	754	3	improvement	improvement	NOUN
gssr-621	754	4	,	,	PUNCT
gssr-621	754	5	innovation	innovation	NOUN
gssr-621	754	6	,	,	PUNCT
gssr-621	754	7	and	and	CCONJ
gssr-621	754	8	collaboration	collaboration	NOUN
gssr-621	754	9	,	,	PUNCT
gssr-621	754	10	the	the	DET
gssr-621	754	11	industry	industry	NOUN
gssr-621	754	12	can	can	AUX
gssr-621	754	13	contribute	contribute	VERB
gssr-621	754	14	to	to	ADP
gssr-621	754	15	a	a	DET
gssr-621	754	16	more	more	ADV
gssr-621	754	17	sustainable	sustainable	ADJ
gssr-621	754	18	future	future	NOUN
gssr-621	754	19	.	.	PUNCT
gssr-621	755	1	case	case	NOUN
gssr-621	755	2	studies	study	NOUN
gssr-621	755	3	and	and	CCONJ
gssr-621	755	4	industrial	industrial	ADJ
gssr-621	755	5	applications	application	NOUN
gssr-621	755	6	case	case	NOUN
gssr-621	755	7	studies	study	NOUN
gssr-621	755	8	and	and	CCONJ
gssr-621	755	9	industrial	industrial	ADJ
gssr-621	755	10	applications	application	NOUN
gssr-621	755	11	provide	provide	VERB
gssr-621	755	12	valuable	valuable	ADJ
gssr-621	755	13	insights	insight	NOUN
gssr-621	755	14	into	into	ADP
gssr-621	755	15	the	the	DET
gssr-621	755	16	practical	practical	ADJ
gssr-621	755	17	implementation	implementation	NOUN
gssr-621	755	18	of	of	ADP
gssr-621	755	19	glucose	glucose	NOUN
gssr-621	755	20	production	production	NOUN
gssr-621	755	21	processes	process	NOUN
gssr-621	755	22	,	,	PUNCT
gssr-621	755	23	highlighting	highlight	VERB
gssr-621	755	24	their	their	PRON
gssr-621	755	25	technical	technical	ADJ
gssr-621	755	26	feasibility	feasibility	NOUN
gssr-621	755	27	,	,	PUNCT
gssr-621	755	28	economic	economic	ADJ
gssr-621	755	29	viability	viability	NOUN
gssr-621	755	30	,	,	PUNCT
gssr-621	755	31	and	and	CCONJ
gssr-621	755	32	sustainability	sustainability	NOUN
gssr-621	755	33	performance	performance	NOUN
gssr-621	755	34	.	.	PUNCT
gssr-621	756	1	by	by	ADP
gssr-621	756	2	examining	examine	VERB
gssr-621	756	3	real	real	ADJ
gssr-621	756	4	-	-	PUNCT
gssr-621	756	5	world	world	NOUN
gssr-621	756	6	examples	example	NOUN
gssr-621	756	7	,	,	PUNCT
gssr-621	756	8	researchers	researcher	NOUN
gssr-621	756	9	,	,	PUNCT
gssr-621	756	10	industry	industry	NOUN
gssr-621	756	11	professionals	professional	NOUN
gssr-621	756	12	,	,	PUNCT
gssr-621	756	13	and	and	CCONJ
gssr-621	756	14	policymakers	policymaker	NOUN
gssr-621	756	15	can	can	AUX
gssr-621	756	16	gain	gain	VERB
gssr-621	756	17	a	a	DET
gssr-621	756	18	better	well	ADJ
gssr-621	756	19	understanding	understanding	NOUN
gssr-621	756	20	of	of	ADP
gssr-621	756	21	the	the	DET
gssr-621	756	22	challenges	challenge	NOUN
gssr-621	756	23	,	,	PUNCT
gssr-621	756	24	successes	success	NOUN
gssr-621	756	25	,	,	PUNCT
gssr-621	756	26	and	and	CCONJ
gssr-621	756	27	best	good	ADJ
gssr-621	756	28	practices	practice	NOUN
gssr-621	756	29	associated	associate	VERB
gssr-621	756	30	with	with	ADP
gssr-621	756	31	glucose	glucose	NOUN
gssr-621	756	32	production	production	NOUN
gssr-621	756	33	.	.	PUNCT
gssr-621	757	1	case	case	NOUN
gssr-621	757	2	studies	study	NOUN
gssr-621	757	3	and	and	CCONJ
gssr-621	757	4	industrial	industrial	ADJ
gssr-621	757	5	applications	application	NOUN
gssr-621	757	6	showcase	showcase	VERB
gssr-621	757	7	the	the	DET
gssr-621	757	8	application	application	NOUN
gssr-621	757	9	of	of	ADP
gssr-621	757	10	new	new	ADJ
gssr-621	757	11	technologies	technology	NOUN
gssr-621	757	12	and	and	CCONJ
gssr-621	757	13	innovations	innovation	NOUN
gssr-621	757	14	in	in	ADP
gssr-621	757	15	glucose	glucose	NOUN
gssr-621	757	16	production	production	NOUN
gssr-621	757	17	.	.	PUNCT
gssr-621	758	1	they	they	PRON
gssr-621	758	2	provide	provide	VERB
gssr-621	758	3	examples	example	NOUN
gssr-621	758	4	of	of	ADP
gssr-621	758	5	how	how	SCONJ
gssr-621	758	6	advancements	advancement	NOUN
gssr-621	758	7	in	in	ADP
gssr-621	758	8	enzymatic	enzymatic	ADJ
gssr-621	758	9	hydrolysis	hydrolysis	NOUN
gssr-621	758	10	,	,	PUNCT
gssr-621	758	11	acid	acid	NOUN
gssr-621	758	12	hydrolysis	hydrolysis	NOUN
gssr-621	758	13	,	,	PUNCT
gssr-621	758	14	fermentation	fermentation	NOUN
gssr-621	758	15	,	,	PUNCT
gssr-621	758	16	and	and	CCONJ
gssr-621	758	17	downstream	downstream	ADJ
gssr-621	758	18	processing	processing	NOUN
gssr-621	758	19	have	have	AUX
gssr-621	758	20	improved	improve	VERB
gssr-621	758	21	process	process	NOUN
gssr-621	758	22	efficiency	efficiency	NOUN
gssr-621	758	23	,	,	PUNCT
gssr-621	758	24	yield	yield	NOUN
gssr-621	758	25	,	,	PUNCT
gssr-621	758	26	and	and	CCONJ
gssr-621	758	27	product	product	NOUN
gssr-621	758	28	quality	quality	NOUN
gssr-621	758	29	.	.	PUNCT
gssr-621	759	1	by	by	ADP
gssr-621	759	2	studying	study	VERB
gssr-621	759	3	these	these	DET
gssr-621	759	4	technological	technological	ADJ
gssr-621	759	5	advancements	advancement	NOUN
gssr-621	759	6	,	,	PUNCT
gssr-621	759	7	researchers	researcher	NOUN
gssr-621	759	8	and	and	CCONJ
gssr-621	759	9	industry	industry	NOUN
gssr-621	759	10	professionals	professional	NOUN
gssr-621	759	11	can	can	AUX
gssr-621	759	12	identify	identify	VERB
gssr-621	759	13	opportunities	opportunity	NOUN
gssr-621	759	14	for	for	ADP
gssr-621	759	15	process	process	NOUN
gssr-621	759	16	optimization	optimization	NOUN
gssr-621	759	17	,	,	PUNCT
gssr-621	759	18	cost	cost	NOUN
gssr-621	759	19	reduction	reduction	NOUN
gssr-621	759	20	,	,	PUNCT
gssr-621	759	21	and	and	CCONJ
gssr-621	759	22	environmental	environmental	ADJ
gssr-621	759	23	impact	impact	NOUN
gssr-621	759	24	mitigation	mitigation	NOUN
gssr-621	759	25	(	(	PUNCT
gssr-621	759	26	yassien	yassien	PROPN
gssr-621	759	27	&	&	CCONJ
gssr-621	759	28	jiman	jiman	PROPN
gssr-621	759	29	-	-	PUNCT
gssr-621	759	30	fatani	fatani	PROPN
gssr-621	759	31	,	,	PUNCT
gssr-621	759	32	2023	2023	NUM
gssr-621	759	33	)	)	PUNCT
gssr-621	759	34	.	.	PUNCT
gssr-621	760	1	case	case	NOUN
gssr-621	760	2	studies	study	NOUN
gssr-621	760	3	offer	offer	VERB
gssr-621	760	4	valuable	valuable	ADJ
gssr-621	760	5	insights	insight	NOUN
gssr-621	760	6	into	into	ADP
gssr-621	760	7	the	the	DET
gssr-621	760	8	optimization	optimization	NOUN
gssr-621	760	9	of	of	ADP
gssr-621	760	10	glucose	glucose	NOUN
gssr-621	760	11	production	production	NOUN
gssr-621	760	12	processes	process	NOUN
gssr-621	760	13	.	.	PUNCT
gssr-621	761	1	they	they	PRON
gssr-621	761	2	demonstrate	demonstrate	VERB
gssr-621	761	3	how	how	SCONJ
gssr-621	761	4	various	various	ADJ
gssr-621	761	5	parameters	parameter	NOUN
gssr-621	761	6	,	,	PUNCT
gssr-621	761	7	such	such	ADJ
gssr-621	761	8	as	as	ADP
gssr-621	761	9	feedstock	feedstock	NOUN
gssr-621	761	10	composition	composition	NOUN
gssr-621	761	11	,	,	PUNCT
gssr-621	761	12	enzyme	enzyme	NOUN
gssr-621	761	13	dosage	dosage	NOUN
gssr-621	761	14	,	,	PUNCT
gssr-621	761	15	reaction	reaction	NOUN
gssr-621	761	16	conditions	condition	NOUN
gssr-621	761	17	,	,	PUNCT
gssr-621	761	18	and	and	CCONJ
gssr-621	761	19	fermentation	fermentation	NOUN
gssr-621	761	20	strategies	strategy	NOUN
gssr-621	761	21	,	,	PUNCT
gssr-621	761	22	can	can	AUX
gssr-621	761	23	be	be	AUX
gssr-621	761	24	adjusted	adjust	VERB
gssr-621	761	25	to	to	PART
gssr-621	761	26	maximize	maximize	VERB
gssr-621	761	27	glucose	glucose	NOUN
gssr-621	761	28	yield	yield	NOUN
gssr-621	761	29	,	,	PUNCT
gssr-621	761	30	minimize	minimize	VERB
gssr-621	761	31	energy	energy	NOUN
gssr-621	761	32	consumption	consumption	NOUN
gssr-621	761	33	,	,	PUNCT
gssr-621	761	34	and	and	CCONJ
gssr-621	761	35	reduce	reduce	VERB
gssr-621	761	36	production	production	NOUN
gssr-621	761	37	costs	cost	NOUN
gssr-621	761	38	(	(	PUNCT
gssr-621	761	39	singh	singh	PROPN
gssr-621	761	40	et	et	PROPN
gssr-621	761	41	al	al	PROPN
gssr-621	761	42	.	.	PROPN
gssr-621	761	43	,	,	PUNCT
gssr-621	761	44	2021	2021	NUM
gssr-621	761	45	;	;	PUNCT
gssr-621	761	46	yassien	yassien	PROPN
gssr-621	761	47	&	&	CCONJ
gssr-621	761	48	jiman	jiman	PROPN
gssr-621	761	49	-	-	PUNCT
gssr-621	761	50	fatani	fatani	PROPN
gssr-621	761	51	,	,	PUNCT
gssr-621	761	52	2023	2023	NUM
gssr-621	761	53	)	)	PUNCT
gssr-621	761	54	.	.	PUNCT
gssr-621	762	1	analyzing	analyze	VERB
gssr-621	762	2	successful	successful	ADJ
gssr-621	762	3	process	process	NOUN
gssr-621	762	4	optimization	optimization	NOUN
gssr-621	762	5	strategies	strategy	NOUN
gssr-621	762	6	can	can	AUX
gssr-621	762	7	guide	guide	VERB
gssr-621	762	8	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	762	9	global	global	ADJ
gssr-621	762	10	sustainability	sustainability	NOUN
gssr-621	762	11	research	research	NOUN
gssr-621	762	12	global	global	ADJ
gssr-621	762	13	scientific	scientific	ADJ
gssr-621	762	14	research	research	NOUN
gssr-621	762	15	108	108	NUM
gssr-621	762	16	researchers	researcher	NOUN
gssr-621	762	17	and	and	CCONJ
gssr-621	762	18	industry	industry	NOUN
gssr-621	762	19	professionals	professional	NOUN
gssr-621	762	20	in	in	ADP
gssr-621	762	21	developing	develop	VERB
gssr-621	762	22	more	more	ADV
gssr-621	762	23	efficient	efficient	ADJ
gssr-621	762	24	and	and	CCONJ
gssr-621	762	25	sustainable	sustainable	ADJ
gssr-621	762	26	glucose	glucose	NOUN
gssr-621	762	27	production	production	NOUN
gssr-621	762	28	methods	method	NOUN
gssr-621	762	29	.	.	PUNCT
gssr-621	763	1	industrial	industrial	ADJ
gssr-621	763	2	applications	application	NOUN
gssr-621	763	3	of	of	ADP
gssr-621	763	4	glucose	glucose	NOUN
gssr-621	763	5	production	production	NOUN
gssr-621	763	6	provide	provide	VERB
gssr-621	763	7	examples	example	NOUN
gssr-621	763	8	of	of	ADP
gssr-621	763	9	scaling	scale	VERB
gssr-621	763	10	up	up	ADP
gssr-621	763	11	laboratory	laboratory	NOUN
gssr-621	763	12	-	-	PUNCT
gssr-621	763	13	scale	scale	NOUN
gssr-621	763	14	processes	process	NOUN
gssr-621	763	15	to	to	ADP
gssr-621	763	16	commercial	commercial	ADJ
gssr-621	763	17	production	production	NOUN
gssr-621	763	18	(	(	PUNCT
gssr-621	763	19	singh	singh	PROPN
gssr-621	763	20	et	et	PROPN
gssr-621	763	21	al	al	PROPN
gssr-621	763	22	.	.	PROPN
gssr-621	763	23	,	,	PUNCT
gssr-621	763	24	2021	2021	NUM
gssr-621	763	25	)	)	PUNCT
gssr-621	763	26	.	.	PUNCT
gssr-621	764	1	case	case	NOUN
gssr-621	764	2	studies	study	NOUN
gssr-621	764	3	highlight	highlight	VERB
gssr-621	764	4	the	the	DET
gssr-621	764	5	challenges	challenge	NOUN
gssr-621	764	6	faced	face	VERB
gssr-621	764	7	during	during	ADP
gssr-621	764	8	scale	scale	NOUN
gssr-621	764	9	-	-	PUNCT
gssr-621	764	10	up	up	NOUN
gssr-621	764	11	,	,	PUNCT
gssr-621	764	12	such	such	ADJ
gssr-621	764	13	as	as	ADP
gssr-621	764	14	process	process	NOUN
gssr-621	764	15	robustness	robustness	NOUN
gssr-621	764	16	,	,	PUNCT
gssr-621	764	17	equipment	equipment	NOUN
gssr-621	764	18	selection	selection	NOUN
gssr-621	764	19	,	,	PUNCT
gssr-621	764	20	and	and	CCONJ
gssr-621	764	21	integration	integration	NOUN
gssr-621	764	22	of	of	ADP
gssr-621	764	23	different	different	ADJ
gssr-621	764	24	process	process	NOUN
gssr-621	764	25	stages	stage	NOUN
gssr-621	764	26	.	.	PUNCT
gssr-621	765	1	they	they	PRON
gssr-621	765	2	also	also	ADV
gssr-621	765	3	shed	shed	VERB
gssr-621	765	4	light	light	NOUN
gssr-621	765	5	on	on	ADP
gssr-621	765	6	the	the	DET
gssr-621	765	7	economic	economic	ADJ
gssr-621	765	8	considerations	consideration	NOUN
gssr-621	765	9	,	,	PUNCT
gssr-621	765	10	market	market	NOUN
gssr-621	765	11	demand	demand	NOUN
gssr-621	765	12	,	,	PUNCT
gssr-621	765	13	and	and	CCONJ
gssr-621	765	14	regulatory	regulatory	ADJ
gssr-621	765	15	requirements	requirement	NOUN
gssr-621	765	16	associated	associate	VERB
gssr-621	765	17	with	with	ADP
gssr-621	765	18	commercializing	commercialize	VERB
gssr-621	765	19	glucose	glucose	NOUN
gssr-621	765	20	production	production	NOUN
gssr-621	765	21	.	.	PUNCT
gssr-621	766	1	understanding	understand	VERB
gssr-621	766	2	these	these	DET
gssr-621	766	3	aspects	aspect	NOUN
gssr-621	766	4	is	be	AUX
gssr-621	766	5	crucial	crucial	ADJ
gssr-621	766	6	for	for	ADP
gssr-621	766	7	effectively	effectively	ADV
gssr-621	766	8	transitioning	transition	VERB
gssr-621	766	9	from	from	ADP
gssr-621	766	10	research	research	NOUN
gssr-621	766	11	to	to	ADP
gssr-621	766	12	largescale	largescale	ADJ
gssr-621	766	13	implementation	implementation	NOUN
gssr-621	766	14	.	.	PUNCT
gssr-621	767	1	case	case	NOUN
gssr-621	767	2	studies	study	NOUN
gssr-621	767	3	and	and	CCONJ
gssr-621	767	4	industrial	industrial	ADJ
gssr-621	767	5	applications	application	NOUN
gssr-621	767	6	explore	explore	VERB
gssr-621	767	7	different	different	ADJ
gssr-621	767	8	feedstock	feedstock	NOUN
gssr-621	767	9	sources	source	NOUN
gssr-621	767	10	and	and	CCONJ
gssr-621	767	11	their	their	PRON
gssr-621	767	12	suitability	suitability	NOUN
gssr-621	767	13	for	for	ADP
gssr-621	767	14	glucose	glucose	NOUN
gssr-621	767	15	production	production	NOUN
gssr-621	767	16	(	(	PUNCT
gssr-621	767	17	kuo	kuo	PROPN
gssr-621	767	18	&	&	CCONJ
gssr-621	767	19	yu	yu	PROPN
gssr-621	767	20	,	,	PUNCT
gssr-621	767	21	2020	2020	NUM
gssr-621	767	22	)	)	PUNCT
gssr-621	767	23	.	.	PUNCT
gssr-621	768	1	they	they	PRON
gssr-621	768	2	examine	examine	VERB
gssr-621	768	3	the	the	DET
gssr-621	768	4	selection	selection	NOUN
gssr-621	768	5	criteria	criterion	NOUN
gssr-621	768	6	,	,	PUNCT
gssr-621	768	7	availability	availability	NOUN
gssr-621	768	8	,	,	PUNCT
gssr-621	768	9	cost	cost	NOUN
gssr-621	768	10	-	-	PUNCT
gssr-621	768	11	effectiveness	effectiveness	NOUN
gssr-621	768	12	,	,	PUNCT
gssr-621	768	13	and	and	CCONJ
gssr-621	768	14	sustainability	sustainability	NOUN
gssr-621	768	15	implications	implication	NOUN
gssr-621	768	16	of	of	ADP
gssr-621	768	17	using	use	VERB
gssr-621	768	18	various	various	ADJ
gssr-621	768	19	feedstock	feedstock	NOUN
gssr-621	768	20	options	option	NOUN
gssr-621	768	21	,	,	PUNCT
gssr-621	768	22	such	such	ADJ
gssr-621	768	23	as	as	ADP
gssr-621	768	24	agricultural	agricultural	ADJ
gssr-621	768	25	residues	residue	NOUN
gssr-621	768	26	,	,	PUNCT
gssr-621	768	27	forest	forest	NOUN
gssr-621	768	28	biomass	biomass	NOUN
gssr-621	768	29	,	,	PUNCT
gssr-621	768	30	algal	algal	ADJ
gssr-621	768	31	biomass	biomass	NOUN
gssr-621	768	32	,	,	PUNCT
gssr-621	768	33	or	or	CCONJ
gssr-621	768	34	food	food	NOUN
gssr-621	768	35	waste	waste	NOUN
gssr-621	768	36	(	(	PUNCT
gssr-621	768	37	andreeva	andreeva	VERB
gssr-621	768	38	et	et	PROPN
gssr-621	768	39	al	al	PROPN
gssr-621	768	40	.	.	PROPN
gssr-621	768	41	,	,	PUNCT
gssr-621	768	42	2021	2021	NUM
gssr-621	768	43	;	;	PUNCT
gssr-621	768	44	c.	c.	PROPN
gssr-621	768	45	zhang	zhang	PROPN
gssr-621	768	46	et	et	PROPN
gssr-621	768	47	al	al	PROPN
gssr-621	768	48	.	.	PROPN
gssr-621	768	49	,	,	PUNCT
gssr-621	768	50	2020	2020	NUM
gssr-621	768	51	)	)	PUNCT
gssr-621	768	52	.	.	PUNCT
gssr-621	769	1	these	these	DET
gssr-621	769	2	studies	study	NOUN
gssr-621	769	3	provide	provide	VERB
gssr-621	769	4	insights	insight	NOUN
gssr-621	769	5	into	into	ADP
gssr-621	769	6	the	the	DET
gssr-621	769	7	challenges	challenge	NOUN
gssr-621	769	8	and	and	CCONJ
gssr-621	769	9	opportunities	opportunity	NOUN
gssr-621	769	10	associated	associate	VERB
gssr-621	769	11	with	with	ADP
gssr-621	769	12	feedstock	feedstock	NOUN
gssr-621	769	13	acquisition	acquisition	NOUN
gssr-621	769	14	,	,	PUNCT
gssr-621	769	15	preprocessing	preprocessing	NOUN
gssr-621	769	16	,	,	PUNCT
gssr-621	769	17	and	and	CCONJ
gssr-621	769	18	handling	handling	NOUN
gssr-621	769	19	,	,	PUNCT
gssr-621	769	20	enabling	enable	VERB
gssr-621	769	21	decision	decision	NOUN
gssr-621	769	22	-	-	PUNCT
gssr-621	769	23	makers	maker	NOUN
gssr-621	769	24	to	to	PART
gssr-621	769	25	make	make	VERB
gssr-621	769	26	informed	informed	ADJ
gssr-621	769	27	choices	choice	NOUN
gssr-621	769	28	regarding	regard	VERB
gssr-621	769	29	feedstock	feedstock	NOUN
gssr-621	769	30	sourcing	sourcing	NOUN
gssr-621	769	31	.	.	PUNCT
gssr-621	770	1	glucose	glucose	NOUN
gssr-621	770	2	production	production	NOUN
gssr-621	770	3	is	be	AUX
gssr-621	770	4	often	often	ADV
gssr-621	770	5	integrated	integrate	VERB
gssr-621	770	6	into	into	ADP
gssr-621	770	7	biorefinery	biorefinery	ADJ
gssr-621	770	8	concepts	concept	NOUN
gssr-621	770	9	,	,	PUNCT
gssr-621	770	10	where	where	SCONJ
gssr-621	770	11	multiple	multiple	ADJ
gssr-621	770	12	value	value	NOUN
gssr-621	770	13	-	-	PUNCT
gssr-621	770	14	added	add	VERB
gssr-621	770	15	products	product	NOUN
gssr-621	770	16	are	be	AUX
gssr-621	770	17	derived	derive	VERB
gssr-621	770	18	from	from	ADP
gssr-621	770	19	the	the	DET
gssr-621	770	20	same	same	ADJ
gssr-621	770	21	feedstock	feedstock	NOUN
gssr-621	770	22	.	.	PUNCT
gssr-621	771	1	case	case	NOUN
gssr-621	771	2	studies	study	NOUN
gssr-621	771	3	and	and	CCONJ
gssr-621	771	4	industrial	industrial	ADJ
gssr-621	771	5	applications	application	NOUN
gssr-621	771	6	demonstrate	demonstrate	VERB
gssr-621	771	7	the	the	DET
gssr-621	771	8	integration	integration	NOUN
gssr-621	771	9	of	of	ADP
gssr-621	771	10	glucose	glucose	NOUN
gssr-621	771	11	production	production	NOUN
gssr-621	771	12	with	with	ADP
gssr-621	771	13	other	other	ADJ
gssr-621	771	14	biorefinery	biorefinery	NOUN
gssr-621	771	15	processes	process	NOUN
gssr-621	771	16	,	,	PUNCT
gssr-621	771	17	such	such	ADJ
gssr-621	771	18	as	as	ADP
gssr-621	771	19	bioethanol	bioethanol	NOUN
gssr-621	771	20	production	production	NOUN
gssr-621	771	21	,	,	PUNCT
gssr-621	771	22	bioplastics	bioplastic	NOUN
gssr-621	771	23	manufacturing	manufacturing	NOUN
gssr-621	771	24	,	,	PUNCT
gssr-621	771	25	or	or	CCONJ
gssr-621	771	26	biochemical	biochemical	ADJ
gssr-621	771	27	production	production	NOUN
gssr-621	771	28	(	(	PUNCT
gssr-621	771	29	foust	foust	NOUN
gssr-621	771	30	et	et	PROPN
gssr-621	771	31	al	al	PROPN
gssr-621	771	32	.	.	PROPN
gssr-621	771	33	,	,	PUNCT
gssr-621	771	34	2020	2020	NUM
gssr-621	771	35	)	)	PUNCT
gssr-621	771	36	.	.	PUNCT
gssr-621	772	1	these	these	DET
gssr-621	772	2	examples	example	NOUN
gssr-621	772	3	highlight	highlight	VERB
gssr-621	772	4	the	the	DET
gssr-621	772	5	synergies	synergy	NOUN
gssr-621	772	6	,	,	PUNCT
gssr-621	772	7	waste	waste	NOUN
gssr-621	772	8	valorization	valorization	NOUN
gssr-621	772	9	,	,	PUNCT
gssr-621	772	10	and	and	CCONJ
gssr-621	772	11	economic	economic	ADJ
gssr-621	772	12	benefits	benefit	NOUN
gssr-621	772	13	of	of	ADP
gssr-621	772	14	adopting	adopt	VERB
gssr-621	772	15	a	a	DET
gssr-621	772	16	holistic	holistic	ADJ
gssr-621	772	17	approach	approach	NOUN
gssr-621	772	18	to	to	ADP
gssr-621	772	19	biomass	biomass	NOUN
gssr-621	772	20	utilization	utilization	NOUN
gssr-621	772	21	.	.	PUNCT
gssr-621	773	1	case	case	NOUN
gssr-621	773	2	studies	study	NOUN
gssr-621	773	3	provide	provide	VERB
gssr-621	773	4	insights	insight	NOUN
gssr-621	773	5	into	into	ADP
gssr-621	773	6	the	the	DET
gssr-621	773	7	sustainability	sustainability	NOUN
gssr-621	773	8	performance	performance	NOUN
gssr-621	773	9	of	of	ADP
gssr-621	773	10	glucose	glucose	NOUN
gssr-621	773	11	production	production	NOUN
gssr-621	773	12	processes	process	NOUN
gssr-621	773	13	.	.	PUNCT
gssr-621	774	1	they	they	PRON
gssr-621	774	2	showcase	showcase	VERB
gssr-621	774	3	the	the	DET
gssr-621	774	4	application	application	NOUN
gssr-621	774	5	of	of	ADP
gssr-621	774	6	sustainability	sustainability	NOUN
gssr-621	774	7	assessment	assessment	NOUN
gssr-621	774	8	tools	tool	NOUN
gssr-621	774	9	,	,	PUNCT
gssr-621	774	10	such	such	ADJ
gssr-621	774	11	as	as	ADP
gssr-621	774	12	lca	lca	PROPN
gssr-621	774	13	,	,	PUNCT
gssr-621	774	14	carbon	carbon	NOUN
gssr-621	774	15	footprint	footprint	NOUN
gssr-621	774	16	analysis	analysis	NOUN
gssr-621	774	17	,	,	PUNCT
gssr-621	774	18	or	or	CCONJ
gssr-621	774	19	water	water	NOUN
gssr-621	774	20	footprint	footprint	NOUN
gssr-621	774	21	analysis	analysis	NOUN
gssr-621	774	22	,	,	PUNCT
gssr-621	774	23	to	to	PART
gssr-621	774	24	evaluate	evaluate	VERB
gssr-621	774	25	the	the	DET
gssr-621	774	26	environmental	environmental	ADJ
gssr-621	774	27	impacts	impact	NOUN
gssr-621	774	28	and	and	CCONJ
gssr-621	774	29	resource	resource	NOUN
gssr-621	774	30	efficiency	efficiency	NOUN
gssr-621	774	31	of	of	ADP
gssr-621	774	32	glucose	glucose	NOUN
gssr-621	774	33	production	production	NOUN
gssr-621	774	34	.	.	PUNCT
gssr-621	775	1	by	by	ADP
gssr-621	775	2	studying	study	VERB
gssr-621	775	3	these	these	DET
gssr-621	775	4	assessments	assessment	NOUN
gssr-621	775	5	,	,	PUNCT
gssr-621	775	6	researchers	researcher	NOUN
gssr-621	775	7	and	and	CCONJ
gssr-621	775	8	industry	industry	NOUN
gssr-621	775	9	professionals	professional	NOUN
gssr-621	775	10	can	can	AUX
gssr-621	775	11	identify	identify	VERB
gssr-621	775	12	opportunities	opportunity	NOUN
gssr-621	775	13	for	for	ADP
gssr-621	775	14	improving	improve	VERB
gssr-621	775	15	the	the	DET
gssr-621	775	16	sustainability	sustainability	NOUN
gssr-621	775	17	profile	profile	NOUN
gssr-621	775	18	of	of	ADP
gssr-621	775	19	glucose	glucose	NOUN
gssr-621	775	20	production	production	NOUN
gssr-621	775	21	and	and	CCONJ
gssr-621	775	22	aligning	align	VERB
gssr-621	775	23	it	it	PRON
gssr-621	775	24	with	with	ADP
gssr-621	775	25	sustainability	sustainability	NOUN
gssr-621	775	26	goals	goal	NOUN
gssr-621	775	27	.	.	PUNCT
gssr-621	776	1	case	case	NOUN
gssr-621	776	2	studies	study	NOUN
gssr-621	776	3	and	and	CCONJ
gssr-621	776	4	industrial	industrial	ADJ
gssr-621	776	5	applications	application	NOUN
gssr-621	776	6	serve	serve	VERB
gssr-621	776	7	as	as	ADP
gssr-621	776	8	a	a	DET
gssr-621	776	9	platform	platform	NOUN
gssr-621	776	10	for	for	ADP
gssr-621	776	11	knowledge	knowledge	NOUN
gssr-621	776	12	sharing	sharing	NOUN
gssr-621	776	13	,	,	PUNCT
gssr-621	776	14	collaboration	collaboration	NOUN
gssr-621	776	15	,	,	PUNCT
gssr-621	776	16	and	and	CCONJ
gssr-621	776	17	cross	cross	ADJ
gssr-621	776	18	-	-	ADJ
gssr-621	776	19	learning	learning	ADJ
gssr-621	776	20	among	among	ADP
gssr-621	776	21	researchers	researcher	NOUN
gssr-621	776	22	,	,	PUNCT
gssr-621	776	23	industry	industry	NOUN
gssr-621	776	24	professionals	professional	NOUN
gssr-621	776	25	,	,	PUNCT
gssr-621	776	26	and	and	CCONJ
gssr-621	776	27	policymakers	policymaker	NOUN
gssr-621	776	28	.	.	PUNCT
gssr-621	777	1	they	they	PRON
gssr-621	777	2	facilitate	facilitate	VERB
gssr-621	777	3	the	the	DET
gssr-621	777	4	exchange	exchange	NOUN
gssr-621	777	5	of	of	ADP
gssr-621	777	6	experiences	experience	NOUN
gssr-621	777	7	,	,	PUNCT
gssr-621	777	8	challenges	challenge	NOUN
gssr-621	777	9	,	,	PUNCT
gssr-621	777	10	and	and	CCONJ
gssr-621	777	11	best	good	ADJ
gssr-621	777	12	practices	practice	NOUN
gssr-621	777	13	,	,	PUNCT
gssr-621	777	14	fostering	foster	VERB
gssr-621	777	15	innovation	innovation	NOUN
gssr-621	777	16	and	and	CCONJ
gssr-621	777	17	continuous	continuous	ADJ
gssr-621	777	18	improvement	improvement	NOUN
gssr-621	777	19	in	in	ADP
gssr-621	777	20	glucose	glucose	NOUN
gssr-621	777	21	production	production	NOUN
gssr-621	777	22	.	.	PUNCT
gssr-621	778	1	through	through	ADP
gssr-621	778	2	collaboration	collaboration	NOUN
gssr-621	778	3	and	and	CCONJ
gssr-621	778	4	shared	shared	ADJ
gssr-621	778	5	learning	learning	NOUN
gssr-621	778	6	,	,	PUNCT
gssr-621	778	7	the	the	DET
gssr-621	778	8	industry	industry	NOUN
gssr-621	778	9	can	can	AUX
gssr-621	778	10	collectively	collectively	ADV
gssr-621	778	11	address	address	VERB
gssr-621	778	12	technological	technological	ADJ
gssr-621	778	13	,	,	PUNCT
gssr-621	778	14	economic	economic	ADJ
gssr-621	778	15	,	,	PUNCT
gssr-621	778	16	and	and	CCONJ
gssr-621	778	17	sustainability	sustainability	NOUN
gssr-621	778	18	challenges	challenge	NOUN
gssr-621	778	19	,	,	PUNCT
gssr-621	778	20	accelerating	accelerate	VERB
gssr-621	778	21	the	the	DET
gssr-621	778	22	development	development	NOUN
gssr-621	778	23	and	and	CCONJ
gssr-621	778	24	adoption	adoption	NOUN
gssr-621	778	25	of	of	ADP
gssr-621	778	26	more	more	ADV
gssr-621	778	27	efficient	efficient	ADJ
gssr-621	778	28	and	and	CCONJ
gssr-621	778	29	sustainable	sustainable	ADJ
gssr-621	778	30	glucose	glucose	NOUN
gssr-621	778	31	production	production	NOUN
gssr-621	778	32	processes	process	NOUN
gssr-621	778	33	.	.	PUNCT
gssr-621	779	1	glucose	glucose	NOUN
gssr-621	779	2	production	production	NOUN
gssr-621	779	3	from	from	ADP
gssr-621	779	4	corn	corn	NOUN
gssr-621	779	5	starch	starch	NOUN
gssr-621	779	6	glucose	glucose	NOUN
gssr-621	779	7	production	production	NOUN
gssr-621	779	8	from	from	ADP
gssr-621	779	9	corn	corn	NOUN
gssr-621	779	10	starch	starch	NOUN
gssr-621	779	11	is	be	AUX
gssr-621	779	12	a	a	DET
gssr-621	779	13	widely	widely	ADV
gssr-621	779	14	utilized	utilize	VERB
gssr-621	779	15	process	process	NOUN
gssr-621	779	16	in	in	ADP
gssr-621	779	17	the	the	DET
gssr-621	779	18	food	food	NOUN
gssr-621	779	19	and	and	CCONJ
gssr-621	779	20	beverage	beverage	NOUN
gssr-621	779	21	industry	industry	NOUN
gssr-621	779	22	(	(	PUNCT
gssr-621	779	23	dusabe	dusabe	X
gssr-621	779	24	et	et	PROPN
gssr-621	779	25	al	al	PROPN
gssr-621	779	26	.	.	PROPN
gssr-621	779	27	,	,	PUNCT
gssr-621	779	28	2023	2023	NUM
gssr-621	779	29	)	)	PUNCT
gssr-621	779	30	,	,	PUNCT
gssr-621	779	31	as	as	ADV
gssr-621	779	32	well	well	ADV
gssr-621	779	33	as	as	ADP
gssr-621	779	34	in	in	ADP
gssr-621	779	35	various	various	ADJ
gssr-621	779	36	industrial	industrial	ADJ
gssr-621	779	37	applications	application	NOUN
gssr-621	779	38	.	.	PUNCT
gssr-621	780	1	corn	corn	NOUN
gssr-621	780	2	starch	starch	NOUN
gssr-621	780	3	,	,	PUNCT
gssr-621	780	4	derived	derive	VERB
gssr-621	780	5	from	from	ADP
gssr-621	780	6	the	the	DET
gssr-621	780	7	endosperm	endosperm	NOUN
gssr-621	780	8	of	of	ADP
gssr-621	780	9	corn	corn	NOUN
gssr-621	780	10	kernels	kernel	NOUN
gssr-621	780	11	,	,	PUNCT
gssr-621	780	12	is	be	AUX
gssr-621	780	13	a	a	DET
gssr-621	780	14	rich	rich	ADJ
gssr-621	780	15	source	source	NOUN
gssr-621	780	16	of	of	ADP
gssr-621	780	17	starch	starch	NOUN
gssr-621	780	18	,	,	PUNCT
gssr-621	780	19	which	which	PRON
gssr-621	780	20	can	can	AUX
gssr-621	780	21	be	be	AUX
gssr-621	780	22	hydrolyzed	hydrolyze	VERB
gssr-621	780	23	to	to	PART
gssr-621	780	24	produce	produce	VERB
gssr-621	780	25	glucose	glucose	NOUN
gssr-621	780	26	.	.	PUNCT
gssr-621	781	1	production	production	NOUN
gssr-621	781	2	steps	step	NOUN
gssr-621	781	3	includes	include	VERB
gssr-621	781	4	corn	corn	NOUN
gssr-621	781	5	starch	starch	NOUN
gssr-621	781	6	extraction	extraction	NOUN
gssr-621	781	7	,	,	PUNCT
gssr-621	781	8	starch	starch	NOUN
gssr-621	781	9	slurry	slurry	NOUN
gssr-621	781	10	preparation	preparation	NOUN
gssr-621	781	11	,	,	PUNCT
gssr-621	781	12	enzymatic	enzymatic	ADJ
gssr-621	781	13	hydrolysis	hydrolysis	NOUN
gssr-621	781	14	,	,	PUNCT
gssr-621	781	15	enzyme	enzyme	NOUN
gssr-621	781	16	inactivation	inactivation	NOUN
gssr-621	781	17	and	and	CCONJ
gssr-621	781	18	filtration	filtration	NOUN
gssr-621	781	19	,	,	PUNCT
gssr-621	781	20	purification	purification	NOUN
gssr-621	781	21	and	and	CCONJ
gssr-621	781	22	concentration	concentration	NOUN
gssr-621	781	23	,	,	PUNCT
gssr-621	781	24	crystallization	crystallization	NOUN
gssr-621	781	25	and	and	CCONJ
gssr-621	781	26	final	final	ADJ
gssr-621	781	27	utilization	utilization	NOUN
gssr-621	781	28	(	(	PUNCT
gssr-621	781	29	awulachew	awulachew	ADJ
gssr-621	781	30	,	,	PUNCT
gssr-621	781	31	2020	2020	NUM
gssr-621	781	32	)	)	PUNCT
gssr-621	781	33	.	.	PUNCT
gssr-621	782	1	the	the	DET
gssr-621	782	2	first	first	ADJ
gssr-621	782	3	step	step	NOUN
gssr-621	782	4	in	in	ADP
gssr-621	782	5	glucose	glucose	NOUN
gssr-621	782	6	production	production	NOUN
gssr-621	782	7	from	from	ADP
gssr-621	782	8	corn	corn	NOUN
gssr-621	782	9	starch	starch	NOUN
gssr-621	782	10	involves	involve	VERB
gssr-621	782	11	extracting	extract	VERB
gssr-621	782	12	starch	starch	NOUN
gssr-621	782	13	from	from	ADP
gssr-621	782	14	corn	corn	NOUN
gssr-621	782	15	kernels	kernel	NOUN
gssr-621	782	16	.	.	PUNCT
gssr-621	783	1	the	the	DET
gssr-621	783	2	corn	corn	NOUN
gssr-621	783	3	kernels	kernel	NOUN
gssr-621	783	4	are	be	AUX
gssr-621	783	5	typically	typically	ADV
gssr-621	783	6	ground	grind	VERB
gssr-621	783	7	and	and	CCONJ
gssr-621	783	8	separated	separate	VERB
gssr-621	783	9	into	into	ADP
gssr-621	783	10	various	various	ADJ
gssr-621	783	11	components	component	NOUN
gssr-621	783	12	,	,	PUNCT
gssr-621	783	13	including	include	VERB
gssr-621	783	14	germ	germ	NOUN
gssr-621	783	15	,	,	PUNCT
gssr-621	783	16	bran	bran	NOUN
gssr-621	783	17	,	,	PUNCT
gssr-621	783	18	and	and	CCONJ
gssr-621	783	19	endosperm	endosperm	NOUN
gssr-621	783	20	.	.	PUNCT
gssr-621	784	1	the	the	DET
gssr-621	784	2	endosperm	endosperm	NOUN
gssr-621	784	3	contains	contain	VERB
gssr-621	784	4	the	the	DET
gssr-621	784	5	highest	high	ADJ
gssr-621	784	6	concentration	concentration	NOUN
gssr-621	784	7	of	of	ADP
gssr-621	784	8	starch	starch	NOUN
gssr-621	784	9	.	.	PUNCT
gssr-621	785	1	the	the	DET
gssr-621	785	2	extracted	extract	VERB
gssr-621	785	3	endosperm	endosperm	NOUN
gssr-621	785	4	is	be	AUX
gssr-621	785	5	then	then	ADV
gssr-621	785	6	washed	wash	VERB
gssr-621	785	7	to	to	PART
gssr-621	785	8	remove	remove	VERB
gssr-621	785	9	impurities	impurity	NOUN
gssr-621	785	10	and	and	CCONJ
gssr-621	785	11	processed	process	VERB
gssr-621	785	12	to	to	PART
gssr-621	785	13	obtain	obtain	VERB
gssr-621	785	14	a	a	DET
gssr-621	785	15	purified	purified	ADJ
gssr-621	785	16	corn	corn	NOUN
gssr-621	785	17	starch	starch	NOUN
gssr-621	785	18	.	.	PUNCT
gssr-621	786	1	to	to	PART
gssr-621	786	2	initiate	initiate	VERB
gssr-621	786	3	the	the	DET
gssr-621	786	4	enzymatic	enzymatic	ADJ
gssr-621	786	5	hydrolysis	hydrolysis	NOUN
gssr-621	786	6	process	process	NOUN
gssr-621	786	7	,	,	PUNCT
gssr-621	786	8	the	the	DET
gssr-621	786	9	corn	corn	NOUN
gssr-621	786	10	starch	starch	NOUN
gssr-621	786	11	is	be	AUX
gssr-621	786	12	mixed	mix	VERB
gssr-621	786	13	with	with	ADP
gssr-621	786	14	water	water	NOUN
gssr-621	786	15	to	to	PART
gssr-621	786	16	form	form	VERB
gssr-621	786	17	a	a	DET
gssr-621	786	18	starch	starch	NOUN
gssr-621	786	19	slurry	slurry	NOUN
gssr-621	786	20	.	.	PUNCT
gssr-621	787	1	the	the	DET
gssr-621	787	2	slurry	slurry	NOUN
gssr-621	787	3	is	be	AUX
gssr-621	787	4	typically	typically	ADV
gssr-621	787	5	adjusted	adjust	VERB
gssr-621	787	6	to	to	ADP
gssr-621	787	7	a	a	DET
gssr-621	787	8	specific	specific	ADJ
gssr-621	787	9	ph	ph	NOUN
gssr-621	787	10	and	and	CCONJ
gssr-621	787	11	temperature	temperature	NOUN
gssr-621	787	12	,	,	PUNCT
gssr-621	787	13	which	which	PRON
gssr-621	787	14	are	be	AUX
gssr-621	787	15	optimal	optimal	ADJ
gssr-621	787	16	for	for	ADP
gssr-621	787	17	the	the	DET
gssr-621	787	18	subsequent	subsequent	ADJ
gssr-621	787	19	enzymatic	enzymatic	ADJ
gssr-621	787	20	hydrolysis	hydrolysis	NOUN
gssr-621	787	21	reaction	reaction	NOUN
gssr-621	787	22	.	.	PUNCT
gssr-621	788	1	enzymatic	enzymatic	ADJ
gssr-621	788	2	hydrolysis	hydrolysis	NOUN
gssr-621	788	3	is	be	AUX
gssr-621	788	4	the	the	DET
gssr-621	788	5	key	key	ADJ
gssr-621	788	6	step	step	NOUN
gssr-621	788	7	in	in	ADP
gssr-621	788	8	converting	convert	VERB
gssr-621	788	9	corn	corn	NOUN
gssr-621	788	10	starch	starch	NOUN
gssr-621	788	11	into	into	ADP
gssr-621	788	12	glucose	glucose	NOUN
gssr-621	788	13	(	(	PUNCT
gssr-621	788	14	zhu	zhu	PROPN
gssr-621	788	15	&	&	CCONJ
gssr-621	788	16	pan	pan	PROPN
gssr-621	788	17	,	,	PUNCT
gssr-621	788	18	2022	2022	NUM
gssr-621	788	19	)	)	PUNCT
gssr-621	788	20	.	.	PUNCT
gssr-621	789	1	specific	specific	ADJ
gssr-621	789	2	enzymes	enzyme	NOUN
gssr-621	789	3	,	,	PUNCT
gssr-621	789	4	such	such	ADJ
gssr-621	789	5	as	as	ADP
gssr-621	789	6	amylases	amylase	NOUN
gssr-621	789	7	,	,	PUNCT
gssr-621	789	8	are	be	AUX
gssr-621	789	9	added	add	VERB
gssr-621	789	10	to	to	ADP
gssr-621	789	11	the	the	DET
gssr-621	789	12	starch	starch	NOUN
gssr-621	789	13	slurry	slurry	NOUN
gssr-621	789	14	.	.	PUNCT
gssr-621	790	1	these	these	DET
gssr-621	790	2	enzymes	enzyme	NOUN
gssr-621	790	3	break	break	VERB
gssr-621	790	4	down	down	ADP
gssr-621	790	5	the	the	DET
gssr-621	790	6	starch	starch	NOUN
gssr-621	790	7	molecules	molecule	NOUN
gssr-621	790	8	into	into	ADP
gssr-621	790	9	smaller	small	ADJ
gssr-621	790	10	fragments	fragment	NOUN
gssr-621	790	11	,	,	PUNCT
gssr-621	790	12	including	include	VERB
gssr-621	790	13	glucose	glucose	NOUN
gssr-621	790	14	molecules	molecule	NOUN
gssr-621	790	15	.	.	PUNCT
gssr-621	791	1	the	the	DET
gssr-621	791	2	enzymatic	enzymatic	ADJ
gssr-621	791	3	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PUNCT
gssr-621	791	4	global	global	ADJ
gssr-621	791	5	sustainability	sustainability	NOUN
gssr-621	791	6	research	research	NOUN
gssr-621	791	7	global	global	ADJ
gssr-621	791	8	scientific	scientific	ADJ
gssr-621	791	9	research	research	NOUN
gssr-621	791	10	109	109	NUM
gssr-621	791	11	hydrolysis	hydrolysis	NOUN
gssr-621	791	12	reaction	reaction	NOUN
gssr-621	791	13	is	be	AUX
gssr-621	791	14	typically	typically	ADV
gssr-621	791	15	conducted	conduct	VERB
gssr-621	791	16	at	at	ADP
gssr-621	791	17	controlled	control	VERB
gssr-621	791	18	temperature	temperature	NOUN
gssr-621	791	19	and	and	CCONJ
gssr-621	791	20	ph	ph	ADJ
gssr-621	791	21	conditions	condition	NOUN
gssr-621	791	22	,	,	PUNCT
gssr-621	791	23	along	along	ADP
gssr-621	791	24	with	with	ADP
gssr-621	791	25	appropriate	appropriate	ADJ
gssr-621	791	26	reaction	reaction	NOUN
gssr-621	791	27	time	time	NOUN
gssr-621	791	28	,	,	PUNCT
gssr-621	791	29	to	to	PART
gssr-621	791	30	ensure	ensure	VERB
gssr-621	791	31	optimal	optimal	ADJ
gssr-621	791	32	enzyme	enzyme	NOUN
gssr-621	791	33	activity	activity	NOUN
gssr-621	791	34	and	and	CCONJ
gssr-621	791	35	starch	starch	NOUN
gssr-621	791	36	conversion	conversion	NOUN
gssr-621	791	37	(	(	PUNCT
gssr-621	791	38	zhang	zhang	X
gssr-621	791	39	et	et	PROPN
gssr-621	791	40	al	al	PROPN
gssr-621	791	41	.	.	PROPN
gssr-621	791	42	,	,	PUNCT
gssr-621	791	43	2020	2020	NUM
gssr-621	791	44	)	)	PUNCT
gssr-621	791	45	.	.	PUNCT
gssr-621	792	1	once	once	SCONJ
gssr-621	792	2	the	the	DET
gssr-621	792	3	desired	desire	VERB
gssr-621	792	4	level	level	NOUN
gssr-621	792	5	of	of	ADP
gssr-621	792	6	hydrolysis	hydrolysis	NOUN
gssr-621	792	7	is	be	AUX
gssr-621	792	8	achieved	achieve	VERB
gssr-621	792	9	,	,	PUNCT
gssr-621	792	10	the	the	DET
gssr-621	792	11	enzymatic	enzymatic	ADJ
gssr-621	792	12	activity	activity	NOUN
gssr-621	792	13	is	be	AUX
gssr-621	792	14	typically	typically	ADV
gssr-621	792	15	deactivated	deactivate	VERB
gssr-621	792	16	by	by	ADP
gssr-621	792	17	adjusting	adjust	VERB
gssr-621	792	18	the	the	DET
gssr-621	792	19	ph	ph	NOUN
gssr-621	792	20	or	or	CCONJ
gssr-621	792	21	temperature	temperature	NOUN
gssr-621	792	22	of	of	ADP
gssr-621	792	23	the	the	DET
gssr-621	792	24	reaction	reaction	NOUN
gssr-621	792	25	mixture	mixture	NOUN
gssr-621	792	26	.	.	PUNCT
gssr-621	793	1	the	the	DET
gssr-621	793	2	resulting	result	VERB
gssr-621	793	3	mixture	mixture	NOUN
gssr-621	793	4	is	be	AUX
gssr-621	793	5	then	then	ADV
gssr-621	793	6	subjected	subject	VERB
gssr-621	793	7	to	to	ADP
gssr-621	793	8	filtration	filtration	NOUN
gssr-621	793	9	or	or	CCONJ
gssr-621	793	10	centrifugation	centrifugation	NOUN
gssr-621	793	11	to	to	PART
gssr-621	793	12	separate	separate	VERB
gssr-621	793	13	the	the	DET
gssr-621	793	14	glucose	glucose	NOUN
gssr-621	793	15	-	-	PUNCT
gssr-621	793	16	rich	rich	ADJ
gssr-621	793	17	solution	solution	NOUN
gssr-621	793	18	from	from	ADP
gssr-621	793	19	the	the	DET
gssr-621	793	20	undigested	undigeste	VERB
gssr-621	793	21	residues	residue	NOUN
gssr-621	793	22	,	,	PUNCT
gssr-621	793	23	such	such	ADJ
gssr-621	793	24	as	as	ADP
gssr-621	793	25	insoluble	insoluble	ADJ
gssr-621	793	26	fibers	fiber	NOUN
gssr-621	793	27	or	or	CCONJ
gssr-621	793	28	protein	protein	NOUN
gssr-621	793	29	impurities	impurity	NOUN
gssr-621	793	30	.	.	PUNCT
gssr-621	794	1	the	the	DET
gssr-621	794	2	obtained	obtain	VERB
gssr-621	794	3	glucose	glucose	NOUN
gssr-621	794	4	solution	solution	NOUN
gssr-621	794	5	may	may	AUX
gssr-621	794	6	undergo	undergo	VERB
gssr-621	794	7	further	further	ADJ
gssr-621	794	8	purification	purification	NOUN
gssr-621	794	9	steps	step	NOUN
gssr-621	794	10	to	to	PART
gssr-621	794	11	remove	remove	VERB
gssr-621	794	12	impurities	impurity	NOUN
gssr-621	794	13	,	,	PUNCT
gssr-621	794	14	such	such	ADJ
gssr-621	794	15	as	as	ADP
gssr-621	794	16	residual	residual	ADJ
gssr-621	794	17	enzymes	enzyme	NOUN
gssr-621	794	18	,	,	PUNCT
gssr-621	794	19	colorants	colorant	NOUN
gssr-621	794	20	,	,	PUNCT
gssr-621	794	21	or	or	CCONJ
gssr-621	794	22	organic	organic	ADJ
gssr-621	794	23	compounds	compound	NOUN
gssr-621	794	24	.	.	PUNCT
gssr-621	795	1	common	common	ADJ
gssr-621	795	2	purification	purification	NOUN
gssr-621	795	3	techniques	technique	NOUN
gssr-621	795	4	include	include	VERB
gssr-621	795	5	filtration	filtration	NOUN
gssr-621	795	6	,	,	PUNCT
gssr-621	795	7	ion	ion	NOUN
gssr-621	795	8	exchange	exchange	NOUN
gssr-621	795	9	,	,	PUNCT
gssr-621	795	10	activated	activate	VERB
gssr-621	795	11	carbon	carbon	NOUN
gssr-621	795	12	treatment	treatment	NOUN
gssr-621	795	13	,	,	PUNCT
gssr-621	795	14	and	and	CCONJ
gssr-621	795	15	membrane	membrane	NOUN
gssr-621	795	16	processes	process	NOUN
gssr-621	795	17	.	.	PUNCT
gssr-621	796	1	the	the	DET
gssr-621	796	2	purified	purified	ADJ
gssr-621	796	3	glucose	glucose	NOUN
gssr-621	796	4	solution	solution	NOUN
gssr-621	796	5	is	be	AUX
gssr-621	796	6	then	then	ADV
gssr-621	796	7	concentrated	concentrate	VERB
gssr-621	796	8	through	through	ADP
gssr-621	796	9	evaporation	evaporation	NOUN
gssr-621	796	10	or	or	CCONJ
gssr-621	796	11	membrane	membrane	NOUN
gssr-621	796	12	processes	process	NOUN
gssr-621	796	13	to	to	PART
gssr-621	796	14	increase	increase	VERB
gssr-621	796	15	the	the	DET
gssr-621	796	16	glucose	glucose	NOUN
gssr-621	796	17	concentration	concentration	NOUN
gssr-621	796	18	(	(	PUNCT
gssr-621	796	19	flores	flore	NOUN
gssr-621	796	20	et	et	PROPN
gssr-621	796	21	al	al	PROPN
gssr-621	796	22	.	.	PROPN
gssr-621	796	23	,	,	PUNCT
gssr-621	796	24	2018	2018	NUM
gssr-621	796	25	)	)	PUNCT
gssr-621	796	26	.	.	PUNCT
gssr-621	797	1	in	in	ADP
gssr-621	797	2	some	some	DET
gssr-621	797	3	cases	case	NOUN
gssr-621	797	4	,	,	PUNCT
gssr-621	797	5	glucose	glucose	NOUN
gssr-621	797	6	may	may	AUX
gssr-621	797	7	be	be	AUX
gssr-621	797	8	further	far	ADV
gssr-621	797	9	processed	process	VERB
gssr-621	797	10	through	through	ADP
gssr-621	797	11	a	a	DET
gssr-621	797	12	crystallization	crystallization	NOUN
gssr-621	797	13	step	step	NOUN
gssr-621	797	14	to	to	PART
gssr-621	797	15	produce	produce	VERB
gssr-621	797	16	glucose	glucose	NOUN
gssr-621	797	17	crystals	crystal	NOUN
gssr-621	797	18	or	or	CCONJ
gssr-621	797	19	glucose	glucose	NOUN
gssr-621	797	20	syrup	syrup	NOUN
gssr-621	797	21	.	.	PUNCT
gssr-621	798	1	crystallization	crystallization	NOUN
gssr-621	798	2	involves	involve	VERB
gssr-621	798	3	controlled	control	VERB
gssr-621	798	4	cooling	cooling	NOUN
gssr-621	798	5	and	and	CCONJ
gssr-621	798	6	seeding	seeding	NOUN
gssr-621	798	7	of	of	ADP
gssr-621	798	8	the	the	DET
gssr-621	798	9	concentrated	concentrate	VERB
gssr-621	798	10	glucose	glucose	NOUN
gssr-621	798	11	solution	solution	NOUN
gssr-621	798	12	to	to	PART
gssr-621	798	13	induce	induce	VERB
gssr-621	798	14	the	the	DET
gssr-621	798	15	formation	formation	NOUN
gssr-621	798	16	of	of	ADP
gssr-621	798	17	glucose	glucose	NOUN
gssr-621	798	18	crystals	crystal	NOUN
gssr-621	798	19	.	.	PUNCT
gssr-621	799	1	the	the	DET
gssr-621	799	2	resulting	result	VERB
gssr-621	799	3	crystals	crystal	NOUN
gssr-621	799	4	can	can	AUX
gssr-621	799	5	be	be	AUX
gssr-621	799	6	separated	separate	VERB
gssr-621	799	7	,	,	PUNCT
gssr-621	799	8	washed	wash	VERB
gssr-621	799	9	,	,	PUNCT
gssr-621	799	10	and	and	CCONJ
gssr-621	799	11	dried	dry	VERB
gssr-621	799	12	to	to	PART
gssr-621	799	13	obtain	obtain	VERB
gssr-621	799	14	pure	pure	ADJ
gssr-621	799	15	glucose	glucose	NOUN
gssr-621	799	16	.	.	PUNCT
gssr-621	800	1	the	the	DET
gssr-621	800	2	produced	produce	VERB
gssr-621	800	3	glucose	glucose	NOUN
gssr-621	800	4	can	can	AUX
gssr-621	800	5	be	be	AUX
gssr-621	800	6	used	use	VERB
gssr-621	800	7	as	as	ADP
gssr-621	800	8	a	a	DET
gssr-621	800	9	sweetener	sweetener	NOUN
gssr-621	800	10	in	in	ADP
gssr-621	800	11	the	the	DET
gssr-621	800	12	food	food	NOUN
gssr-621	800	13	and	and	CCONJ
gssr-621	800	14	beverage	beverage	NOUN
gssr-621	800	15	industry	industry	NOUN
gssr-621	800	16	,	,	PUNCT
gssr-621	800	17	replacing	replace	VERB
gssr-621	800	18	sucrose	sucrose	NOUN
gssr-621	800	19	or	or	CCONJ
gssr-621	800	20	highfructose	highfructose	VERB
gssr-621	800	21	corn	corn	NOUN
gssr-621	800	22	syrup	syrup	NOUN
gssr-621	800	23	(	(	PUNCT
gssr-621	800	24	kiš	kiš	ADV
gssr-621	800	25	et	et	PROPN
gssr-621	800	26	al	al	PROPN
gssr-621	800	27	.	.	PROPN
gssr-621	800	28	,	,	PUNCT
gssr-621	800	29	2019	2019	NUM
gssr-621	800	30	;	;	PUNCT
gssr-621	800	31	riaukaite	riaukaite	NOUN
gssr-621	800	32	et	et	PROPN
gssr-621	800	33	al	al	PROPN
gssr-621	800	34	.	.	PROPN
gssr-621	800	35	,	,	PUNCT
gssr-621	800	36	2019	2019	NUM
gssr-621	800	37	)	)	PUNCT
gssr-621	800	38	.	.	PUNCT
gssr-621	801	1	it	it	PRON
gssr-621	801	2	serves	serve	VERB
gssr-621	801	3	as	as	ADP
gssr-621	801	4	an	an	DET
gssr-621	801	5	essential	essential	ADJ
gssr-621	801	6	ingredient	ingredient	NOUN
gssr-621	801	7	in	in	ADP
gssr-621	801	8	various	various	ADJ
gssr-621	801	9	products	product	NOUN
gssr-621	801	10	,	,	PUNCT
gssr-621	801	11	including	include	VERB
gssr-621	801	12	confectionery	confectionery	NOUN
gssr-621	801	13	,	,	PUNCT
gssr-621	801	14	baked	bake	VERB
gssr-621	801	15	goods	good	NOUN
gssr-621	801	16	,	,	PUNCT
gssr-621	801	17	beverages	beverage	NOUN
gssr-621	801	18	,	,	PUNCT
gssr-621	801	19	and	and	CCONJ
gssr-621	801	20	processed	process	VERB
gssr-621	801	21	foods	food	NOUN
gssr-621	801	22	.	.	PUNCT
gssr-621	802	1	additionally	additionally	ADV
gssr-621	802	2	,	,	PUNCT
gssr-621	802	3	glucose	glucose	NOUN
gssr-621	802	4	finds	find	VERB
gssr-621	802	5	applications	application	NOUN
gssr-621	802	6	in	in	ADP
gssr-621	802	7	pharmaceuticals	pharmaceutical	NOUN
gssr-621	802	8	,	,	PUNCT
gssr-621	802	9	fermentation	fermentation	NOUN
gssr-621	802	10	processes	process	NOUN
gssr-621	802	11	,	,	PUNCT
gssr-621	802	12	and	and	CCONJ
gssr-621	802	13	as	as	ADP
gssr-621	802	14	a	a	DET
gssr-621	802	15	precursor	precursor	NOUN
gssr-621	802	16	for	for	ADP
gssr-621	802	17	the	the	DET
gssr-621	802	18	production	production	NOUN
gssr-621	802	19	of	of	ADP
gssr-621	802	20	other	other	ADJ
gssr-621	802	21	chemicals	chemical	NOUN
gssr-621	802	22	.	.	PUNCT
gssr-621	803	1	glucose	glucose	NOUN
gssr-621	803	2	production	production	NOUN
gssr-621	803	3	from	from	ADP
gssr-621	803	4	corn	corn	NOUN
gssr-621	803	5	starch	starch	NOUN
gssr-621	803	6	offers	offer	VERB
gssr-621	803	7	several	several	ADJ
gssr-621	803	8	advantages	advantage	NOUN
gssr-621	803	9	,	,	PUNCT
gssr-621	803	10	including	include	VERB
gssr-621	803	11	the	the	DET
gssr-621	803	12	abundance	abundance	NOUN
gssr-621	803	13	and	and	CCONJ
gssr-621	803	14	availability	availability	NOUN
gssr-621	803	15	of	of	ADP
gssr-621	803	16	corn	corn	NOUN
gssr-621	803	17	as	as	ADP
gssr-621	803	18	a	a	DET
gssr-621	803	19	feedstock	feedstock	NOUN
gssr-621	803	20	,	,	PUNCT
gssr-621	803	21	scalability	scalability	NOUN
gssr-621	803	22	of	of	ADP
gssr-621	803	23	the	the	DET
gssr-621	803	24	process	process	NOUN
gssr-621	803	25	,	,	PUNCT
gssr-621	803	26	and	and	CCONJ
gssr-621	803	27	versatile	versatile	ADJ
gssr-621	803	28	utilization	utilization	NOUN
gssr-621	803	29	of	of	ADP
gssr-621	803	30	the	the	DET
gssr-621	803	31	glucose	glucose	NOUN
gssr-621	803	32	product	product	NOUN
gssr-621	803	33	.	.	PUNCT
gssr-621	804	1	however	however	ADV
gssr-621	804	2	,	,	PUNCT
gssr-621	804	3	it	it	PRON
gssr-621	804	4	is	be	AUX
gssr-621	804	5	important	important	ADJ
gssr-621	804	6	to	to	PART
gssr-621	804	7	consider	consider	VERB
gssr-621	804	8	the	the	DET
gssr-621	804	9	sustainability	sustainability	NOUN
gssr-621	804	10	aspects	aspect	NOUN
gssr-621	804	11	associated	associate	VERB
gssr-621	804	12	with	with	ADP
gssr-621	804	13	corn	corn	NOUN
gssr-621	804	14	cultivation	cultivation	NOUN
gssr-621	804	15	,	,	PUNCT
gssr-621	804	16	such	such	ADJ
gssr-621	804	17	as	as	ADP
gssr-621	804	18	land	land	NOUN
gssr-621	804	19	use	use	NOUN
gssr-621	804	20	,	,	PUNCT
gssr-621	804	21	water	water	NOUN
gssr-621	804	22	consumption	consumption	NOUN
gssr-621	804	23	,	,	PUNCT
gssr-621	804	24	and	and	CCONJ
gssr-621	804	25	environmental	environmental	ADJ
gssr-621	804	26	impacts	impact	NOUN
gssr-621	804	27	(	(	PUNCT
gssr-621	804	28	awulachew	awulachew	ADJ
gssr-621	804	29	,	,	PUNCT
gssr-621	804	30	2020	2020	NUM
gssr-621	804	31	)	)	PUNCT
gssr-621	804	32	.	.	PUNCT
gssr-621	805	1	efforts	effort	NOUN
gssr-621	805	2	are	be	AUX
gssr-621	805	3	being	be	AUX
gssr-621	805	4	made	make	VERB
gssr-621	805	5	to	to	PART
gssr-621	805	6	explore	explore	VERB
gssr-621	805	7	alternative	alternative	ADJ
gssr-621	805	8	feedstocks	feedstock	NOUN
gssr-621	805	9	and	and	CCONJ
gssr-621	805	10	sustainable	sustainable	ADJ
gssr-621	805	11	production	production	NOUN
gssr-621	805	12	methods	method	NOUN
gssr-621	805	13	to	to	PART
gssr-621	805	14	ensure	ensure	VERB
gssr-621	805	15	the	the	DET
gssr-621	805	16	long	long	ADJ
gssr-621	805	17	-	-	PUNCT
gssr-621	805	18	term	term	NOUN
gssr-621	805	19	viability	viability	NOUN
gssr-621	805	20	and	and	CCONJ
gssr-621	805	21	environmental	environmental	ADJ
gssr-621	805	22	friendliness	friendliness	NOUN
gssr-621	805	23	of	of	ADP
gssr-621	805	24	glucose	glucose	NOUN
gssr-621	805	25	production	production	NOUN
gssr-621	805	26	.	.	PUNCT
gssr-621	806	1	glucose	glucose	NOUN
gssr-621	806	2	production	production	NOUN
gssr-621	806	3	from	from	ADP
gssr-621	806	4	cellulosic	cellulosic	NOUN
gssr-621	806	5	biomass	biomass	NOUN
gssr-621	806	6	glucose	glucose	NOUN
gssr-621	806	7	production	production	NOUN
gssr-621	806	8	from	from	ADP
gssr-621	806	9	cellulosic	cellulosic	NOUN
gssr-621	806	10	biomass	biomass	NOUN
gssr-621	806	11	offers	offer	VERB
gssr-621	806	12	a	a	DET
gssr-621	806	13	promising	promising	ADJ
gssr-621	806	14	avenue	avenue	NOUN
gssr-621	806	15	for	for	ADP
gssr-621	806	16	sustainable	sustainable	ADJ
gssr-621	806	17	biofuel	biofuel	NOUN
gssr-621	806	18	and	and	CCONJ
gssr-621	806	19	biochemical	biochemical	ADJ
gssr-621	806	20	production	production	NOUN
gssr-621	806	21	(	(	PUNCT
gssr-621	806	22	osman	osman	PROPN
gssr-621	806	23	et	et	PROPN
gssr-621	806	24	al	al	PROPN
gssr-621	806	25	.	.	PROPN
gssr-621	806	26	,	,	PUNCT
gssr-621	806	27	2021	2021	NUM
gssr-621	806	28	)	)	PUNCT
gssr-621	806	29	.	.	PUNCT
gssr-621	807	1	cellulosic	cellulosic	NOUN
gssr-621	807	2	biomass	biomass	NOUN
gssr-621	807	3	,	,	PUNCT
gssr-621	807	4	which	which	PRON
gssr-621	807	5	includes	include	VERB
gssr-621	807	6	sources	source	NOUN
gssr-621	807	7	such	such	ADJ
gssr-621	807	8	as	as	ADP
gssr-621	807	9	agricultural	agricultural	ADJ
gssr-621	807	10	residues	residue	NOUN
gssr-621	807	11	,	,	PUNCT
gssr-621	807	12	forest	forest	NOUN
gssr-621	807	13	biomass	biomass	NOUN
gssr-621	807	14	,	,	PUNCT
gssr-621	807	15	and	and	CCONJ
gssr-621	807	16	dedicated	dedicated	ADJ
gssr-621	807	17	energy	energy	NOUN
gssr-621	807	18	crops	crop	NOUN
gssr-621	807	19	,	,	PUNCT
gssr-621	807	20	contains	contain	VERB
gssr-621	807	21	cellulose	cellulose	NOUN
gssr-621	807	22	,	,	PUNCT
gssr-621	807	23	hemicellulose	hemicellulose	NOUN
gssr-621	807	24	,	,	PUNCT
gssr-621	807	25	and	and	CCONJ
gssr-621	807	26	lignin	lignin	NOUN
gssr-621	807	27	(	(	PUNCT
gssr-621	807	28	selivanov	selivanov	NOUN
gssr-621	807	29	et	et	NOUN
gssr-621	807	30	al	al	PROPN
gssr-621	807	31	.	.	PROPN
gssr-621	807	32	,	,	PUNCT
gssr-621	807	33	2023	2023	NUM
gssr-621	807	34	)	)	PUNCT
gssr-621	807	35	.	.	PUNCT
gssr-621	808	1	the	the	DET
gssr-621	808	2	process	process	NOUN
gssr-621	808	3	of	of	ADP
gssr-621	808	4	converting	convert	VERB
gssr-621	808	5	cellulosic	cellulosic	NOUN
gssr-621	808	6	biomass	biomass	NOUN
gssr-621	808	7	into	into	ADP
gssr-621	808	8	glucose	glucose	NOUN
gssr-621	808	9	involves	involve	VERB
gssr-621	808	10	several	several	ADJ
gssr-621	808	11	steps	step	NOUN
gssr-621	808	12	,	,	PUNCT
gssr-621	808	13	as	as	SCONJ
gssr-621	808	14	outlined	outline	VERB
gssr-621	808	15	below	below	ADV
gssr-621	808	16	:	:	PUNCT
gssr-621	808	17	(	(	PUNCT
gssr-621	808	18	i	i	NOUN
gssr-621	808	19	)	)	PUNCT
gssr-621	808	20	pretreatment	pretreatment	NOUN
gssr-621	808	21	(	(	PUNCT
gssr-621	808	22	zhou	zhou	X
gssr-621	808	23	et	et	PROPN
gssr-621	808	24	al	al	PROPN
gssr-621	808	25	.	.	PROPN
gssr-621	808	26	,	,	PUNCT
gssr-621	808	27	2023	2023	NUM
gssr-621	808	28	):	):	PUNCT
gssr-621	808	29	pretreatment	pretreatment	NOUN
gssr-621	808	30	is	be	AUX
gssr-621	808	31	a	a	DET
gssr-621	808	32	crucial	crucial	ADJ
gssr-621	808	33	step	step	NOUN
gssr-621	808	34	in	in	ADP
gssr-621	808	35	cellulosic	cellulosic	NOUN
gssr-621	808	36	biomass	biomass	NOUN
gssr-621	808	37	conversion	conversion	NOUN
gssr-621	808	38	.	.	PUNCT
gssr-621	809	1	it	it	PRON
gssr-621	809	2	aims	aim	VERB
gssr-621	809	3	to	to	PART
gssr-621	809	4	remove	remove	VERB
gssr-621	809	5	or	or	CCONJ
gssr-621	809	6	modify	modify	VERB
gssr-621	809	7	the	the	DET
gssr-621	809	8	lignin	lignin	NOUN
gssr-621	809	9	and	and	CCONJ
gssr-621	809	10	hemicellulose	hemicellulose	NOUN
gssr-621	809	11	components	component	NOUN
gssr-621	809	12	,	,	PUNCT
gssr-621	809	13	making	make	VERB
gssr-621	809	14	the	the	DET
gssr-621	809	15	cellulose	cellulose	NOUN
gssr-621	809	16	more	more	ADV
gssr-621	809	17	accessible	accessible	ADJ
gssr-621	809	18	to	to	ADP
gssr-621	809	19	enzymatic	enzymatic	ADJ
gssr-621	809	20	hydrolysis	hydrolysis	NOUN
gssr-621	809	21	.	.	PUNCT
gssr-621	810	1	various	various	ADJ
gssr-621	810	2	pretreatment	pretreatment	NOUN
gssr-621	810	3	methods	method	NOUN
gssr-621	810	4	,	,	PUNCT
gssr-621	810	5	including	include	VERB
gssr-621	810	6	physical	physical	ADJ
gssr-621	810	7	,	,	PUNCT
gssr-621	810	8	chemical	chemical	NOUN
gssr-621	810	9	,	,	PUNCT
gssr-621	810	10	and	and	CCONJ
gssr-621	810	11	biological	biological	ADJ
gssr-621	810	12	processes	process	NOUN
gssr-621	810	13	,	,	PUNCT
gssr-621	810	14	can	can	AUX
gssr-621	810	15	be	be	AUX
gssr-621	810	16	employed	employ	VERB
gssr-621	810	17	.	.	PUNCT
gssr-621	811	1	common	common	ADJ
gssr-621	811	2	techniques	technique	NOUN
gssr-621	811	3	include	include	VERB
gssr-621	811	4	steam	steam	NOUN
gssr-621	811	5	explosion	explosion	NOUN
gssr-621	811	6	,	,	PUNCT
gssr-621	811	7	acid	acid	NOUN
gssr-621	811	8	or	or	CCONJ
gssr-621	811	9	alkaline	alkaline	NOUN
gssr-621	811	10	hydrolysis	hydrolysis	NOUN
gssr-621	811	11	,	,	PUNCT
gssr-621	811	12	organosolv	organosolv	ADJ
gssr-621	811	13	,	,	PUNCT
gssr-621	811	14	and	and	CCONJ
gssr-621	811	15	ammonia	ammonia	NOUN
gssr-621	811	16	fiber	fiber	NOUN
gssr-621	811	17	expansion	expansion	NOUN
gssr-621	811	18	(	(	PUNCT
gssr-621	811	19	afex	afex	PROPN
gssr-621	811	20	)	)	PUNCT
gssr-621	811	21	(	(	PUNCT
gssr-621	811	22	jarunglumlert	jarunglumlert	PROPN
gssr-621	811	23	&	&	CCONJ
gssr-621	811	24	prommuak	prommuak	PROPN
gssr-621	811	25	,	,	PUNCT
gssr-621	811	26	2021	2021	NUM
gssr-621	811	27	)	)	PUNCT
gssr-621	811	28	.	.	PUNCT
gssr-621	812	1	pretreatment	pretreatment	NOUN
gssr-621	812	2	conditions	condition	NOUN
gssr-621	812	3	and	and	CCONJ
gssr-621	812	4	severity	severity	NOUN
gssr-621	812	5	are	be	AUX
gssr-621	812	6	optimized	optimize	VERB
gssr-621	812	7	to	to	PART
gssr-621	812	8	maximize	maximize	VERB
gssr-621	812	9	cellulose	cellulose	NOUN
gssr-621	812	10	accessibility	accessibility	NOUN
gssr-621	812	11	while	while	SCONJ
gssr-621	812	12	minimizing	minimize	VERB
gssr-621	812	13	sugar	sugar	NOUN
gssr-621	812	14	degradation	degradation	NOUN
gssr-621	812	15	and	and	CCONJ
gssr-621	812	16	inhibitor	inhibitor	NOUN
gssr-621	812	17	formation	formation	NOUN
gssr-621	812	18	(	(	PUNCT
gssr-621	812	19	malakar	malakar	X
gssr-621	812	20	et	et	PROPN
gssr-621	812	21	al	al	PROPN
gssr-621	812	22	.	.	PROPN
gssr-621	812	23	,	,	PUNCT
gssr-621	812	24	2020	2020	NUM
gssr-621	812	25	)	)	PUNCT
gssr-621	812	26	.	.	PUNCT
gssr-621	813	1	(	(	PUNCT
gssr-621	813	2	ii	ii	NOUN
gssr-621	813	3	)	)	PUNCT
gssr-621	813	4	enzymatic	enzymatic	ADJ
gssr-621	813	5	hydrolysis	hydrolysis	NOUN
gssr-621	813	6	:	:	PUNCT
gssr-621	813	7	enzymatic	enzymatic	ADJ
gssr-621	813	8	hydrolysis	hydrolysis	NOUN
gssr-621	813	9	is	be	AUX
gssr-621	813	10	the	the	DET
gssr-621	813	11	core	core	ADJ
gssr-621	813	12	step	step	NOUN
gssr-621	813	13	in	in	ADP
gssr-621	813	14	converting	convert	VERB
gssr-621	813	15	cellulose	cellulose	NOUN
gssr-621	813	16	to	to	ADP
gssr-621	813	17	glucose	glucose	NOUN
gssr-621	813	18	.	.	PUNCT
gssr-621	814	1	after	after	ADP
gssr-621	814	2	pretreatment	pretreatment	NOUN
gssr-621	814	3	,	,	PUNCT
gssr-621	814	4	the	the	DET
gssr-621	814	5	cellulose	cellulose	NOUN
gssr-621	814	6	-	-	PUNCT
gssr-621	814	7	rich	rich	ADJ
gssr-621	814	8	material	material	NOUN
gssr-621	814	9	is	be	AUX
gssr-621	814	10	treated	treat	VERB
gssr-621	814	11	with	with	ADP
gssr-621	814	12	cellulase	cellulase	NOUN
gssr-621	814	13	enzymes	enzyme	NOUN
gssr-621	814	14	.	.	PUNCT
gssr-621	815	1	cellulase	cellulase	NOUN
gssr-621	815	2	enzymes	enzyme	NOUN
gssr-621	815	3	break	break	VERB
gssr-621	815	4	down	down	ADP
gssr-621	815	5	cellulose	cellulose	NOUN
gssr-621	815	6	into	into	ADP
gssr-621	815	7	glucose	glucose	NOUN
gssr-621	815	8	by	by	ADP
gssr-621	815	9	cleaving	cleave	VERB
gssr-621	815	10	the	the	DET
gssr-621	815	11	cellulose	cellulose	NOUN
gssr-621	815	12	chains	chain	NOUN
gssr-621	815	13	into	into	ADP
gssr-621	815	14	smaller	small	ADJ
gssr-621	815	15	sugar	sugar	NOUN
gssr-621	815	16	units	unit	NOUN
gssr-621	815	17	.	.	PUNCT
gssr-621	816	1	the	the	DET
gssr-621	816	2	enzymatic	enzymatic	ADJ
gssr-621	816	3	hydrolysis	hydrolysis	NOUN
gssr-621	816	4	reaction	reaction	NOUN
gssr-621	816	5	is	be	AUX
gssr-621	816	6	typically	typically	ADV
gssr-621	816	7	carried	carry	VERB
gssr-621	816	8	out	out	ADP
gssr-621	816	9	at	at	ADP
gssr-621	816	10	controlled	control	VERB
gssr-621	816	11	temperature	temperature	NOUN
gssr-621	816	12	,	,	PUNCT
gssr-621	816	13	ph	ph	NOUN
gssr-621	816	14	,	,	PUNCT
gssr-621	816	15	and	and	CCONJ
gssr-621	816	16	enzyme	enzyme	NOUN
gssr-621	816	17	dosage	dosage	NOUN
gssr-621	816	18	to	to	PART
gssr-621	816	19	optimize	optimize	VERB
gssr-621	816	20	glucose	glucose	NOUN
gssr-621	816	21	yield	yield	NOUN
gssr-621	816	22	.	.	PUNCT
gssr-621	817	1	enzyme	enzyme	NOUN
gssr-621	817	2	cocktails	cocktail	NOUN
gssr-621	817	3	containing	contain	VERB
gssr-621	817	4	different	different	ADJ
gssr-621	817	5	types	type	NOUN
gssr-621	817	6	of	of	ADP
gssr-621	817	7	cellulases	cellulase	NOUN
gssr-621	817	8	are	be	AUX
gssr-621	817	9	often	often	ADV
gssr-621	817	10	used	use	VERB
gssr-621	817	11	to	to	PART
gssr-621	817	12	improve	improve	VERB
gssr-621	817	13	hydrolysis	hydrolysis	NOUN
gssr-621	817	14	efficiency	efficiency	NOUN
gssr-621	817	15	(	(	PUNCT
gssr-621	817	16	zhu	zhu	PROPN
gssr-621	817	17	&	&	CCONJ
gssr-621	817	18	pan	pan	PROPN
gssr-621	817	19	,	,	PUNCT
gssr-621	817	20	2022	2022	NUM
gssr-621	817	21	)	)	PUNCT
gssr-621	817	22	.	.	PUNCT
gssr-621	818	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	818	2	global	global	ADJ
gssr-621	818	3	sustainability	sustainability	NOUN
gssr-621	818	4	research	research	NOUN
gssr-621	818	5	global	global	ADJ
gssr-621	818	6	scientific	scientific	ADJ
gssr-621	818	7	research	research	NOUN
gssr-621	818	8	110	110	NUM
gssr-621	818	9	(	(	PUNCT
gssr-621	818	10	iii	iii	NOUN
gssr-621	818	11	)	)	PUNCT
gssr-621	818	12	enzyme	enzyme	NOUN
gssr-621	818	13	recycling	recycling	NOUN
gssr-621	818	14	and	and	CCONJ
gssr-621	818	15	inhibitor	inhibitor	NOUN
gssr-621	818	16	management	management	NOUN
gssr-621	818	17	:	:	PUNCT
gssr-621	818	18	during	during	ADP
gssr-621	818	19	enzymatic	enzymatic	ADJ
gssr-621	818	20	hydrolysis	hydrolysis	NOUN
gssr-621	818	21	,	,	PUNCT
gssr-621	818	22	the	the	DET
gssr-621	818	23	enzymes	enzyme	NOUN
gssr-621	818	24	can	can	AUX
gssr-621	818	25	be	be	AUX
gssr-621	818	26	partially	partially	ADV
gssr-621	818	27	deactivated	deactivate	VERB
gssr-621	818	28	or	or	CCONJ
gssr-621	818	29	inhibited	inhibit	VERB
gssr-621	818	30	by	by	ADP
gssr-621	818	31	the	the	DET
gssr-621	818	32	released	release	VERB
gssr-621	818	33	sugars	sugar	NOUN
gssr-621	818	34	and	and	CCONJ
gssr-621	818	35	by	by	ADP
gssr-621	818	36	-	-	PUNCT
gssr-621	818	37	products	product	NOUN
gssr-621	818	38	(	(	PUNCT
gssr-621	818	39	turini	turini	NOUN
gssr-621	818	40	et	et	PROPN
gssr-621	818	41	al	al	PROPN
gssr-621	818	42	.	.	PROPN
gssr-621	818	43	,	,	PUNCT
gssr-621	818	44	2021	2021	NUM
gssr-621	818	45	)	)	PUNCT
gssr-621	818	46	.	.	PUNCT
gssr-621	819	1	to	to	PART
gssr-621	819	2	enhance	enhance	VERB
gssr-621	819	3	the	the	DET
gssr-621	819	4	efficiency	efficiency	NOUN
gssr-621	819	5	and	and	CCONJ
gssr-621	819	6	economics	economic	NOUN
gssr-621	819	7	of	of	ADP
gssr-621	819	8	the	the	DET
gssr-621	819	9	process	process	NOUN
gssr-621	819	10	,	,	PUNCT
gssr-621	819	11	strategies	strategy	NOUN
gssr-621	819	12	such	such	ADJ
gssr-621	819	13	as	as	ADP
gssr-621	819	14	enzyme	enzyme	NOUN
gssr-621	819	15	recycling	recycling	NOUN
gssr-621	819	16	and	and	CCONJ
gssr-621	819	17	the	the	DET
gssr-621	819	18	use	use	NOUN
gssr-621	819	19	of	of	ADP
gssr-621	819	20	enzyme	enzyme	NOUN
gssr-621	819	21	inhibitors	inhibitor	NOUN
gssr-621	819	22	can	can	AUX
gssr-621	819	23	be	be	AUX
gssr-621	819	24	implemented	implement	VERB
gssr-621	819	25	.	.	PUNCT
gssr-621	820	1	enzyme	enzyme	NOUN
gssr-621	820	2	recycling	recycling	NOUN
gssr-621	820	3	involves	involve	VERB
gssr-621	820	4	separating	separate	VERB
gssr-621	820	5	the	the	DET
gssr-621	820	6	enzymes	enzyme	NOUN
gssr-621	820	7	from	from	ADP
gssr-621	820	8	the	the	DET
gssr-621	820	9	hydrolysate	hydrolysate	NOUN
gssr-621	820	10	and	and	CCONJ
gssr-621	820	11	reusing	reuse	VERB
gssr-621	820	12	them	they	PRON
gssr-621	820	13	in	in	ADP
gssr-621	820	14	subsequent	subsequent	ADJ
gssr-621	820	15	hydrolysis	hydrolysis	NOUN
gssr-621	820	16	batches	batch	NOUN
gssr-621	820	17	.	.	PUNCT
gssr-621	821	1	inhibitor	inhibitor	NOUN
gssr-621	821	2	management	management	NOUN
gssr-621	821	3	techniques	technique	NOUN
gssr-621	821	4	,	,	PUNCT
gssr-621	821	5	such	such	ADJ
gssr-621	821	6	as	as	ADP
gssr-621	821	7	detoxification	detoxification	NOUN
gssr-621	821	8	or	or	CCONJ
gssr-621	821	9	conditioning	conditioning	NOUN
gssr-621	821	10	of	of	ADP
gssr-621	821	11	the	the	DET
gssr-621	821	12	hydrolysate	hydrolysate	NOUN
gssr-621	821	13	,	,	PUNCT
gssr-621	821	14	can	can	AUX
gssr-621	821	15	minimize	minimize	VERB
gssr-621	821	16	the	the	DET
gssr-621	821	17	negative	negative	ADJ
gssr-621	821	18	impact	impact	NOUN
gssr-621	821	19	of	of	ADP
gssr-621	821	20	inhibitors	inhibitor	NOUN
gssr-621	821	21	on	on	ADP
gssr-621	821	22	enzyme	enzyme	NOUN
gssr-621	821	23	activity	activity	NOUN
gssr-621	821	24	and	and	CCONJ
gssr-621	821	25	glucose	glucose	NOUN
gssr-621	821	26	yield	yield	NOUN
gssr-621	821	27	.	.	PUNCT
gssr-621	822	1	(	(	PUNCT
gssr-621	822	2	iv	iv	X
gssr-621	822	3	)	)	PUNCT
gssr-621	822	4	fermentation	fermentation	NOUN
gssr-621	822	5	(	(	PUNCT
gssr-621	822	6	yassien	yassien	PROPN
gssr-621	822	7	&	&	CCONJ
gssr-621	822	8	jiman	jiman	PROPN
gssr-621	822	9	-	-	PUNCT
gssr-621	822	10	fatani	fatani	PROPN
gssr-621	822	11	,	,	PUNCT
gssr-621	822	12	2023	2023	NUM
gssr-621	822	13	):	):	PUNCT
gssr-621	822	14	after	after	ADP
gssr-621	822	15	enzymatic	enzymatic	ADJ
gssr-621	822	16	hydrolysis	hydrolysis	NOUN
gssr-621	822	17	,	,	PUNCT
gssr-621	822	18	the	the	DET
gssr-621	822	19	resulting	result	VERB
gssr-621	822	20	glucose	glucose	NOUN
gssr-621	822	21	-	-	PUNCT
gssr-621	822	22	rich	rich	ADJ
gssr-621	822	23	hydrolysate	hydrolysate	NOUN
gssr-621	822	24	can	can	AUX
gssr-621	822	25	be	be	AUX
gssr-621	822	26	subjected	subject	VERB
gssr-621	822	27	to	to	ADP
gssr-621	822	28	fermentation	fermentation	NOUN
gssr-621	822	29	to	to	PART
gssr-621	822	30	produce	produce	VERB
gssr-621	822	31	various	various	ADJ
gssr-621	822	32	biofuels	biofuel	NOUN
gssr-621	822	33	and	and	CCONJ
gssr-621	822	34	biochemicals	biochemical	NOUN
gssr-621	822	35	.	.	PUNCT
gssr-621	823	1	glucose	glucose	NOUN
gssr-621	823	2	can	can	AUX
gssr-621	823	3	be	be	AUX
gssr-621	823	4	fermented	ferment	VERB
gssr-621	823	5	by	by	ADP
gssr-621	823	6	microorganisms	microorganism	NOUN
gssr-621	823	7	,	,	PUNCT
gssr-621	823	8	such	such	ADJ
gssr-621	823	9	as	as	ADP
gssr-621	823	10	yeast	yeast	NOUN
gssr-621	823	11	or	or	CCONJ
gssr-621	823	12	bacteria	bacteria	NOUN
gssr-621	823	13	,	,	PUNCT
gssr-621	823	14	into	into	ADP
gssr-621	823	15	ethanol	ethanol	NOUN
gssr-621	823	16	,	,	PUNCT
gssr-621	823	17	butanol	butanol	NOUN
gssr-621	823	18	,	,	PUNCT
gssr-621	823	19	organic	organic	ADJ
gssr-621	823	20	acids	acid	NOUN
gssr-621	823	21	,	,	PUNCT
gssr-621	823	22	or	or	CCONJ
gssr-621	823	23	other	other	ADJ
gssr-621	823	24	valuable	valuable	ADJ
gssr-621	823	25	products	product	NOUN
gssr-621	823	26	.	.	PUNCT
gssr-621	824	1	the	the	DET
gssr-621	824	2	fermentation	fermentation	NOUN
gssr-621	824	3	process	process	NOUN
gssr-621	824	4	may	may	AUX
gssr-621	824	5	require	require	VERB
gssr-621	824	6	additional	additional	ADJ
gssr-621	824	7	steps	step	NOUN
gssr-621	824	8	,	,	PUNCT
gssr-621	824	9	such	such	ADJ
gssr-621	824	10	as	as	ADP
gssr-621	824	11	microbial	microbial	ADJ
gssr-621	824	12	strain	strain	NOUN
gssr-621	824	13	selection	selection	NOUN
gssr-621	824	14	,	,	PUNCT
gssr-621	824	15	optimization	optimization	NOUN
gssr-621	824	16	of	of	ADP
gssr-621	824	17	fermentation	fermentation	NOUN
gssr-621	824	18	conditions	condition	NOUN
gssr-621	824	19	(	(	PUNCT
gssr-621	824	20	temperature	temperature	NOUN
gssr-621	824	21	,	,	PUNCT
gssr-621	824	22	ph	ph	ADJ
gssr-621	824	23	,	,	PUNCT
gssr-621	824	24	nutrient	nutrient	ADJ
gssr-621	824	25	supplementation	supplementation	NOUN
gssr-621	824	26	)	)	PUNCT
gssr-621	824	27	,	,	PUNCT
gssr-621	824	28	and	and	CCONJ
gssr-621	824	29	downstream	downstream	ADJ
gssr-621	824	30	processing	processing	NOUN
gssr-621	824	31	for	for	ADP
gssr-621	824	32	product	product	NOUN
gssr-621	824	33	recovery	recovery	NOUN
gssr-621	824	34	.	.	PUNCT
gssr-621	825	1	(	(	PUNCT
gssr-621	825	2	v	v	NOUN
gssr-621	825	3	)	)	PUNCT
gssr-621	825	4	downstream	downstream	ADJ
gssr-621	825	5	processing	processing	NOUN
gssr-621	825	6	:	:	PUNCT
gssr-621	825	7	downstream	downstream	ADJ
gssr-621	825	8	processing	processing	NOUN
gssr-621	825	9	involves	involve	VERB
gssr-621	825	10	the	the	DET
gssr-621	825	11	separation	separation	NOUN
gssr-621	825	12	,	,	PUNCT
gssr-621	825	13	purification	purification	NOUN
gssr-621	825	14	,	,	PUNCT
gssr-621	825	15	and	and	CCONJ
gssr-621	825	16	recovery	recovery	NOUN
gssr-621	825	17	of	of	ADP
gssr-621	825	18	the	the	DET
gssr-621	825	19	desired	desire	VERB
gssr-621	825	20	product	product	NOUN
gssr-621	825	21	from	from	ADP
gssr-621	825	22	the	the	DET
gssr-621	825	23	fermentation	fermentation	NOUN
gssr-621	825	24	broth	broth	NOUN
gssr-621	825	25	.	.	PUNCT
gssr-621	826	1	techniques	technique	NOUN
gssr-621	826	2	such	such	ADJ
gssr-621	826	3	as	as	ADP
gssr-621	826	4	filtration	filtration	NOUN
gssr-621	826	5	,	,	PUNCT
gssr-621	826	6	centrifugation	centrifugation	NOUN
gssr-621	826	7	,	,	PUNCT
gssr-621	826	8	distillation	distillation	NOUN
gssr-621	826	9	,	,	PUNCT
gssr-621	826	10	chromatography	chromatography	NOUN
gssr-621	826	11	,	,	PUNCT
gssr-621	826	12	and	and	CCONJ
gssr-621	826	13	membrane	membrane	NOUN
gssr-621	826	14	processes	process	NOUN
gssr-621	826	15	are	be	AUX
gssr-621	826	16	employed	employ	VERB
gssr-621	826	17	to	to	PART
gssr-621	826	18	isolate	isolate	VERB
gssr-621	826	19	and	and	CCONJ
gssr-621	826	20	purify	purify	VERB
gssr-621	826	21	the	the	DET
gssr-621	826	22	target	target	NOUN
gssr-621	826	23	compound	compound	NOUN
gssr-621	826	24	,	,	PUNCT
gssr-621	826	25	such	such	ADJ
gssr-621	826	26	as	as	ADP
gssr-621	826	27	glucose	glucose	NOUN
gssr-621	826	28	or	or	CCONJ
gssr-621	826	29	the	the	DET
gssr-621	826	30	desired	desire	VERB
gssr-621	826	31	fermentation	fermentation	NOUN
gssr-621	826	32	product	product	NOUN
gssr-621	826	33	.	.	PUNCT
gssr-621	827	1	the	the	DET
gssr-621	827	2	purity	purity	NOUN
gssr-621	827	3	and	and	CCONJ
gssr-621	827	4	concentration	concentration	NOUN
gssr-621	827	5	of	of	ADP
gssr-621	827	6	the	the	DET
gssr-621	827	7	final	final	ADJ
gssr-621	827	8	product	product	NOUN
gssr-621	827	9	depend	depend	VERB
gssr-621	827	10	on	on	ADP
gssr-621	827	11	the	the	DET
gssr-621	827	12	intended	intend	VERB
gssr-621	827	13	application	application	NOUN
gssr-621	827	14	.	.	PUNCT
gssr-621	828	1	glucose	glucose	NOUN
gssr-621	828	2	production	production	NOUN
gssr-621	828	3	from	from	ADP
gssr-621	828	4	cellulosic	cellulosic	NOUN
gssr-621	828	5	biomass	biomass	NOUN
gssr-621	828	6	offers	offer	VERB
gssr-621	828	7	several	several	ADJ
gssr-621	828	8	advantages	advantage	NOUN
gssr-621	828	9	,	,	PUNCT
gssr-621	828	10	including	include	VERB
gssr-621	828	11	the	the	DET
gssr-621	828	12	utilization	utilization	NOUN
gssr-621	828	13	of	of	ADP
gssr-621	828	14	abundant	abundant	ADJ
gssr-621	828	15	and	and	CCONJ
gssr-621	828	16	renewable	renewable	ADJ
gssr-621	828	17	feedstock	feedstock	NOUN
gssr-621	828	18	sources	source	NOUN
gssr-621	828	19	,	,	PUNCT
gssr-621	828	20	reducing	reduce	VERB
gssr-621	828	21	dependence	dependence	NOUN
gssr-621	828	22	on	on	ADP
gssr-621	828	23	fossil	fossil	ADJ
gssr-621	828	24	fuels	fuel	NOUN
gssr-621	828	25	,	,	PUNCT
gssr-621	828	26	and	and	CCONJ
gssr-621	828	27	mitigating	mitigate	VERB
gssr-621	828	28	greenhouse	greenhouse	NOUN
gssr-621	828	29	gas	gas	NOUN
gssr-621	828	30	emissions	emission	NOUN
gssr-621	828	31	(	(	PUNCT
gssr-621	828	32	shokrkar	shokrkar	NOUN
gssr-621	828	33	&	&	CCONJ
gssr-621	828	34	ebrahimi	ebrahimi	PROPN
gssr-621	828	35	,	,	PUNCT
gssr-621	828	36	2021	2021	NUM
gssr-621	828	37	)	)	PUNCT
gssr-621	828	38	.	.	PUNCT
gssr-621	829	1	however	however	ADV
gssr-621	829	2	,	,	PUNCT
gssr-621	829	3	challenges	challenge	NOUN
gssr-621	829	4	remain	remain	VERB
gssr-621	829	5	in	in	ADP
gssr-621	829	6	terms	term	NOUN
gssr-621	829	7	of	of	ADP
gssr-621	829	8	improving	improve	VERB
gssr-621	829	9	the	the	DET
gssr-621	829	10	efficiency	efficiency	NOUN
gssr-621	829	11	and	and	CCONJ
gssr-621	829	12	costeffectiveness	costeffectiveness	NOUN
gssr-621	829	13	of	of	ADP
gssr-621	829	14	the	the	DET
gssr-621	829	15	process	process	NOUN
gssr-621	829	16	,	,	PUNCT
gssr-621	829	17	addressing	address	VERB
gssr-621	829	18	inhibitory	inhibitory	ADJ
gssr-621	829	19	compounds	compound	NOUN
gssr-621	829	20	generated	generate	VERB
gssr-621	829	21	during	during	ADP
gssr-621	829	22	pretreatment	pretreatment	NOUN
gssr-621	829	23	,	,	PUNCT
gssr-621	829	24	and	and	CCONJ
gssr-621	829	25	developing	develop	VERB
gssr-621	829	26	robust	robust	ADJ
gssr-621	829	27	and	and	CCONJ
gssr-621	829	28	efficient	efficient	ADJ
gssr-621	829	29	enzyme	enzyme	NOUN
gssr-621	829	30	systems	system	NOUN
gssr-621	829	31	.	.	PUNCT
gssr-621	830	1	ongoing	ongoing	ADJ
gssr-621	830	2	research	research	NOUN
gssr-621	830	3	and	and	CCONJ
gssr-621	830	4	technological	technological	ADJ
gssr-621	830	5	advancements	advancement	NOUN
gssr-621	830	6	are	be	AUX
gssr-621	830	7	focused	focus	VERB
gssr-621	830	8	on	on	ADP
gssr-621	830	9	optimizing	optimize	VERB
gssr-621	830	10	the	the	DET
gssr-621	830	11	individual	individual	ADJ
gssr-621	830	12	steps	step	NOUN
gssr-621	830	13	,	,	PUNCT
gssr-621	830	14	exploring	explore	VERB
gssr-621	830	15	novel	novel	ADJ
gssr-621	830	16	pretreatment	pretreatment	NOUN
gssr-621	830	17	methods	method	NOUN
gssr-621	830	18	,	,	PUNCT
gssr-621	830	19	developing	develop	VERB
gssr-621	830	20	superior	superior	ADJ
gssr-621	830	21	enzyme	enzyme	NOUN
gssr-621	830	22	cocktails	cocktail	NOUN
gssr-621	830	23	,	,	PUNCT
gssr-621	830	24	and	and	CCONJ
gssr-621	830	25	enhancing	enhance	VERB
gssr-621	830	26	the	the	DET
gssr-621	830	27	overall	overall	ADJ
gssr-621	830	28	process	process	NOUN
gssr-621	830	29	integration	integration	NOUN
gssr-621	830	30	to	to	PART
gssr-621	830	31	make	make	VERB
gssr-621	830	32	cellulosic	cellulosic	NOUN
gssr-621	830	33	glucose	glucose	NOUN
gssr-621	830	34	production	production	NOUN
gssr-621	830	35	economically	economically	ADV
gssr-621	830	36	viable	viable	ADJ
gssr-621	830	37	and	and	CCONJ
gssr-621	830	38	environmentally	environmentally	ADV
gssr-621	830	39	sustainable	sustainable	ADJ
gssr-621	830	40	(	(	PUNCT
gssr-621	830	41	jones	jones	PROPN
gssr-621	830	42	et	et	PROPN
gssr-621	830	43	al	al	PROPN
gssr-621	830	44	.	.	PROPN
gssr-621	830	45	,	,	PUNCT
gssr-621	830	46	2018	2018	NUM
gssr-621	830	47	)	)	PUNCT
gssr-621	830	48	.	.	PUNCT
gssr-621	831	1	glucose	glucose	NOUN
gssr-621	831	2	production	production	NOUN
gssr-621	831	3	from	from	ADP
gssr-621	831	4	food	food	NOUN
gssr-621	831	5	processing	processing	NOUN
gssr-621	831	6	waste	waste	NOUN
gssr-621	831	7	glucose	glucose	NOUN
gssr-621	831	8	production	production	NOUN
gssr-621	831	9	from	from	ADP
gssr-621	831	10	food	food	NOUN
gssr-621	831	11	processing	processing	NOUN
gssr-621	831	12	waste	waste	NOUN
gssr-621	831	13	offers	offer	VERB
gssr-621	831	14	a	a	DET
gssr-621	831	15	valuable	valuable	ADJ
gssr-621	831	16	opportunity	opportunity	NOUN
gssr-621	831	17	for	for	ADP
gssr-621	831	18	sustainable	sustainable	ADJ
gssr-621	831	19	utilization	utilization	NOUN
gssr-621	831	20	of	of	ADP
gssr-621	831	21	organic	organic	ADJ
gssr-621	831	22	byproducts	byproduct	NOUN
gssr-621	831	23	generated	generate	VERB
gssr-621	831	24	in	in	ADP
gssr-621	831	25	the	the	DET
gssr-621	831	26	food	food	NOUN
gssr-621	831	27	industry	industry	NOUN
gssr-621	831	28	.	.	PUNCT
gssr-621	832	1	food	food	NOUN
gssr-621	832	2	processing	processing	NOUN
gssr-621	832	3	waste	waste	NOUN
gssr-621	832	4	,	,	PUNCT
gssr-621	832	5	such	such	ADJ
gssr-621	832	6	as	as	ADP
gssr-621	832	7	fruit	fruit	NOUN
gssr-621	832	8	and	and	CCONJ
gssr-621	832	9	vegetable	vegetable	NOUN
gssr-621	832	10	peels	peel	NOUN
gssr-621	832	11	,	,	PUNCT
gssr-621	832	12	pomace	pomace	NOUN
gssr-621	832	13	,	,	PUNCT
gssr-621	832	14	spent	spend	VERB
gssr-621	832	15	grains	grain	NOUN
gssr-621	832	16	,	,	PUNCT
gssr-621	832	17	and	and	CCONJ
gssr-621	832	18	other	other	ADJ
gssr-621	832	19	residues	residue	NOUN
gssr-621	832	20	,	,	PUNCT
gssr-621	832	21	often	often	ADV
gssr-621	832	22	contains	contain	VERB
gssr-621	832	23	significant	significant	ADJ
gssr-621	832	24	amounts	amount	NOUN
gssr-621	832	25	of	of	ADP
gssr-621	832	26	carbohydrates	carbohydrate	NOUN
gssr-621	832	27	,	,	PUNCT
gssr-621	832	28	including	include	VERB
gssr-621	832	29	starches	starch	NOUN
gssr-621	832	30	and	and	CCONJ
gssr-621	832	31	sugars	sugar	NOUN
gssr-621	832	32	,	,	PUNCT
gssr-621	832	33	which	which	PRON
gssr-621	832	34	can	can	AUX
gssr-621	832	35	be	be	AUX
gssr-621	832	36	converted	convert	VERB
gssr-621	832	37	into	into	ADP
gssr-621	832	38	glucose	glucose	NOUN
gssr-621	832	39	(	(	PUNCT
gssr-621	832	40	andreeva	andreeva	VERB
gssr-621	832	41	et	et	PROPN
gssr-621	832	42	al	al	PROPN
gssr-621	832	43	.	.	PROPN
gssr-621	832	44	,	,	PUNCT
gssr-621	832	45	2021	2021	NUM
gssr-621	832	46	;	;	PUNCT
gssr-621	833	1	lee	lee	PROPN
gssr-621	833	2	et	et	PROPN
gssr-621	833	3	al	al	PROPN
gssr-621	833	4	.	.	PROPN
gssr-621	833	5	,	,	PUNCT
gssr-621	833	6	2023	2023	NUM
gssr-621	833	7	)	)	PUNCT
gssr-621	833	8	.	.	PUNCT
gssr-621	834	1	the	the	DET
gssr-621	834	2	process	process	NOUN
gssr-621	834	3	of	of	ADP
gssr-621	834	4	glucose	glucose	NOUN
gssr-621	834	5	production	production	NOUN
gssr-621	834	6	from	from	ADP
gssr-621	834	7	food	food	NOUN
gssr-621	834	8	processing	processing	NOUN
gssr-621	834	9	waste	waste	NOUN
gssr-621	834	10	typically	typically	ADV
gssr-621	834	11	involves	involve	VERB
gssr-621	834	12	the	the	DET
gssr-621	834	13	following	follow	VERB
gssr-621	834	14	steps	step	NOUN
gssr-621	834	15	:	:	PUNCT
gssr-621	835	1	[	[	X
gssr-621	835	2	1	1	NUM
gssr-621	835	3	]	]	PUNCT
gssr-621	835	4	.	.	PUNCT
gssr-621	836	1	waste	waste	NOUN
gssr-621	836	2	collection	collection	NOUN
gssr-621	836	3	and	and	CCONJ
gssr-621	836	4	preparation	preparation	NOUN
gssr-621	836	5	:	:	PUNCT
gssr-621	836	6	food	food	NOUN
gssr-621	836	7	processing	processing	NOUN
gssr-621	836	8	waste	waste	NOUN
gssr-621	836	9	is	be	AUX
gssr-621	836	10	collected	collect	VERB
gssr-621	836	11	from	from	ADP
gssr-621	836	12	various	various	ADJ
gssr-621	836	13	sources	source	NOUN
gssr-621	836	14	,	,	PUNCT
gssr-621	836	15	such	such	ADJ
gssr-621	836	16	as	as	ADP
gssr-621	836	17	fruit	fruit	NOUN
gssr-621	836	18	and	and	CCONJ
gssr-621	836	19	vegetable	vegetable	NOUN
gssr-621	836	20	processing	processing	NOUN
gssr-621	836	21	facilities	facility	NOUN
gssr-621	836	22	,	,	PUNCT
gssr-621	836	23	breweries	brewery	NOUN
gssr-621	836	24	,	,	PUNCT
gssr-621	836	25	or	or	CCONJ
gssr-621	836	26	grain	grain	NOUN
gssr-621	836	27	mills	mill	NOUN
gssr-621	836	28	.	.	PUNCT
gssr-621	837	1	the	the	DET
gssr-621	837	2	waste	waste	NOUN
gssr-621	837	3	is	be	AUX
gssr-621	837	4	typically	typically	ADV
gssr-621	837	5	sorted	sort	VERB
gssr-621	837	6	,	,	PUNCT
gssr-621	837	7	cleaned	clean	VERB
gssr-621	837	8	,	,	PUNCT
gssr-621	837	9	and	and	CCONJ
gssr-621	837	10	prepared	prepare	VERB
gssr-621	837	11	by	by	ADP
gssr-621	837	12	removing	remove	VERB
gssr-621	837	13	any	any	DET
gssr-621	837	14	non	non	ADJ
gssr-621	837	15	-	-	ADJ
gssr-621	837	16	organic	organic	ADJ
gssr-621	837	17	contaminants	contaminant	NOUN
gssr-621	837	18	or	or	CCONJ
gssr-621	837	19	inedible	inedible	ADJ
gssr-621	837	20	parts	part	NOUN
gssr-621	837	21	.	.	PUNCT
gssr-621	838	1	the	the	DET
gssr-621	838	2	waste	waste	NOUN
gssr-621	838	3	may	may	AUX
gssr-621	838	4	also	also	ADV
gssr-621	838	5	undergo	undergo	VERB
gssr-621	838	6	size	size	NOUN
gssr-621	838	7	reduction	reduction	NOUN
gssr-621	838	8	or	or	CCONJ
gssr-621	838	9	grinding	grind	VERB
gssr-621	838	10	to	to	PART
gssr-621	838	11	increase	increase	VERB
gssr-621	838	12	the	the	DET
gssr-621	838	13	surface	surface	NOUN
gssr-621	838	14	area	area	NOUN
gssr-621	838	15	and	and	CCONJ
gssr-621	838	16	improve	improve	VERB
gssr-621	838	17	subsequent	subsequent	ADJ
gssr-621	838	18	processing	processing	NOUN
gssr-621	838	19	efficiency	efficiency	NOUN
gssr-621	838	20	.	.	PUNCT
gssr-621	839	1	[	[	X
gssr-621	839	2	2	2	NUM
gssr-621	839	3	]	]	PUNCT
gssr-621	839	4	.	.	PUNCT
gssr-621	840	1	enzymatic	enzymatic	ADJ
gssr-621	840	2	hydrolysis	hydrolysis	NOUN
gssr-621	840	3	or	or	CCONJ
gssr-621	840	4	acid	acid	NOUN
gssr-621	840	5	hydrolysis	hydrolysis	NOUN
gssr-621	840	6	:	:	PUNCT
gssr-621	840	7	enzymatic	enzymatic	ADJ
gssr-621	840	8	hydrolysis	hydrolysis	NOUN
gssr-621	840	9	or	or	CCONJ
gssr-621	840	10	acid	acid	NOUN
gssr-621	840	11	hydrolysis	hydrolysis	NOUN
gssr-621	840	12	is	be	AUX
gssr-621	840	13	employed	employ	VERB
gssr-621	840	14	to	to	PART
gssr-621	840	15	convert	convert	VERB
gssr-621	840	16	the	the	DET
gssr-621	840	17	complex	complex	ADJ
gssr-621	840	18	carbohydrates	carbohydrate	NOUN
gssr-621	840	19	present	present	ADJ
gssr-621	840	20	in	in	ADP
gssr-621	840	21	the	the	DET
gssr-621	840	22	food	food	NOUN
gssr-621	840	23	processing	processing	NOUN
gssr-621	840	24	waste	waste	NOUN
gssr-621	840	25	into	into	ADP
gssr-621	840	26	glucose	glucose	NOUN
gssr-621	840	27	.	.	PUNCT
gssr-621	841	1	enzymatic	enzymatic	ADJ
gssr-621	841	2	hydrolysis	hydrolysis	NOUN
gssr-621	841	3	involves	involve	VERB
gssr-621	841	4	the	the	DET
gssr-621	841	5	use	use	NOUN
gssr-621	841	6	of	of	ADP
gssr-621	841	7	specific	specific	ADJ
gssr-621	841	8	enzymes	enzyme	NOUN
gssr-621	841	9	,	,	PUNCT
gssr-621	841	10	such	such	ADJ
gssr-621	841	11	as	as	ADP
gssr-621	841	12	amylases	amylase	NOUN
gssr-621	841	13	or	or	CCONJ
gssr-621	841	14	cellulases	cellulase	NOUN
gssr-621	841	15	,	,	PUNCT
gssr-621	841	16	to	to	PART
gssr-621	841	17	break	break	VERB
gssr-621	841	18	down	down	ADP
gssr-621	841	19	starches	starch	NOUN
gssr-621	841	20	or	or	CCONJ
gssr-621	841	21	cellulose	cellulose	NOUN
gssr-621	841	22	into	into	ADP
gssr-621	841	23	glucose	glucose	NOUN
gssr-621	841	24	(	(	PUNCT
gssr-621	841	25	uchegbu	uchegbu	NOUN
gssr-621	841	26	et	et	PROPN
gssr-621	841	27	al	al	PROPN
gssr-621	841	28	.	.	PROPN
gssr-621	841	29	,	,	PUNCT
gssr-621	841	30	2022	2022	NUM
gssr-621	841	31	)	)	PUNCT
gssr-621	841	32	.	.	PUNCT
gssr-621	842	1	acid	acid	NOUN
gssr-621	842	2	hydrolysis	hydrolysis	NOUN
gssr-621	842	3	utilizes	utilize	NOUN
gssr-621	842	4	dilute	dilute	VERB
gssr-621	842	5	acid	acid	NOUN
gssr-621	842	6	solutions	solution	NOUN
gssr-621	842	7	,	,	PUNCT
gssr-621	842	8	such	such	ADJ
gssr-621	842	9	as	as	ADP
gssr-621	842	10	sulfuric	sulfuric	ADJ
gssr-621	842	11	acid	acid	NOUN
gssr-621	842	12	or	or	CCONJ
gssr-621	842	13	hydrochloric	hydrochloric	ADJ
gssr-621	842	14	acid	acid	NOUN
gssr-621	842	15	,	,	PUNCT
gssr-621	842	16	to	to	PART
gssr-621	842	17	hydrolyze	hydrolyze	VERB
gssr-621	842	18	the	the	DET
gssr-621	842	19	carbohydrates	carbohydrate	NOUN
gssr-621	842	20	into	into	ADP
gssr-621	842	21	simpler	simple	ADJ
gssr-621	842	22	sugars	sugar	NOUN
gssr-621	842	23	(	(	PUNCT
gssr-621	842	24	adeoye	adeoye	VERB
gssr-621	842	25	et	et	PROPN
gssr-621	842	26	al	al	PROPN
gssr-621	842	27	.	.	PROPN
gssr-621	842	28	,	,	PUNCT
gssr-621	842	29	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	842	30	global	global	ADJ
gssr-621	842	31	sustainability	sustainability	NOUN
gssr-621	842	32	research	research	NOUN
gssr-621	842	33	global	global	ADJ
gssr-621	842	34	scientific	scientific	ADJ
gssr-621	842	35	research	research	NOUN
gssr-621	842	36	111	111	NUM
gssr-621	842	37	2019	2019	NUM
gssr-621	842	38	)	)	PUNCT
gssr-621	842	39	.	.	PUNCT
gssr-621	843	1	the	the	DET
gssr-621	843	2	choice	choice	NOUN
gssr-621	843	3	of	of	ADP
gssr-621	843	4	hydrolysis	hydrolysis	NOUN
gssr-621	843	5	method	method	NOUN
gssr-621	843	6	depends	depend	VERB
gssr-621	843	7	on	on	ADP
gssr-621	843	8	the	the	DET
gssr-621	843	9	composition	composition	NOUN
gssr-621	843	10	of	of	ADP
gssr-621	843	11	the	the	DET
gssr-621	843	12	waste	waste	NOUN
gssr-621	843	13	and	and	CCONJ
gssr-621	843	14	the	the	DET
gssr-621	843	15	specific	specific	ADJ
gssr-621	843	16	carbohydrates	carbohydrate	NOUN
gssr-621	843	17	targeted	target	VERB
gssr-621	843	18	for	for	ADP
gssr-621	843	19	conversion	conversion	NOUN
gssr-621	843	20	.	.	PUNCT
gssr-621	844	1	[	[	X
gssr-621	844	2	3	3	NUM
gssr-621	844	3	]	]	PUNCT
gssr-621	844	4	.	.	PUNCT
gssr-621	845	1	hydrolysate	hydrolysate	NOUN
gssr-621	845	2	treatment	treatment	NOUN
gssr-621	845	3	:	:	PUNCT
gssr-621	845	4	after	after	ADP
gssr-621	845	5	hydrolysis	hydrolysis	NOUN
gssr-621	845	6	,	,	PUNCT
gssr-621	845	7	the	the	DET
gssr-621	845	8	resulting	result	VERB
gssr-621	845	9	hydrolysate	hydrolysate	NOUN
gssr-621	845	10	contains	contain	VERB
gssr-621	845	11	a	a	DET
gssr-621	845	12	mixture	mixture	NOUN
gssr-621	845	13	of	of	ADP
gssr-621	845	14	glucose	glucose	NOUN
gssr-621	845	15	,	,	PUNCT
gssr-621	845	16	other	other	ADJ
gssr-621	845	17	sugars	sugar	NOUN
gssr-621	845	18	,	,	PUNCT
gssr-621	845	19	and	and	CCONJ
gssr-621	845	20	impurities	impurity	NOUN
gssr-621	845	21	.	.	PUNCT
gssr-621	846	1	the	the	DET
gssr-621	846	2	hydrolysate	hydrolysate	NOUN
gssr-621	846	3	is	be	AUX
gssr-621	846	4	often	often	ADV
gssr-621	846	5	subjected	subject	VERB
gssr-621	846	6	to	to	ADP
gssr-621	846	7	purification	purification	NOUN
gssr-621	846	8	steps	step	NOUN
gssr-621	846	9	to	to	PART
gssr-621	846	10	separate	separate	VERB
gssr-621	846	11	the	the	DET
gssr-621	846	12	glucose	glucose	NOUN
gssr-621	846	13	from	from	ADP
gssr-621	846	14	unwanted	unwanted	ADJ
gssr-621	846	15	components	component	NOUN
gssr-621	846	16	,	,	PUNCT
gssr-621	846	17	such	such	ADJ
gssr-621	846	18	as	as	ADP
gssr-621	846	19	residual	residual	ADJ
gssr-621	846	20	enzymes	enzyme	NOUN
gssr-621	846	21	,	,	PUNCT
gssr-621	846	22	solids	solid	NOUN
gssr-621	846	23	,	,	PUNCT
gssr-621	846	24	or	or	CCONJ
gssr-621	846	25	organic	organic	ADJ
gssr-621	846	26	acids	acid	NOUN
gssr-621	846	27	.	.	PUNCT
gssr-621	847	1	common	common	ADJ
gssr-621	847	2	purification	purification	NOUN
gssr-621	847	3	techniques	technique	NOUN
gssr-621	847	4	include	include	VERB
gssr-621	847	5	filtration	filtration	NOUN
gssr-621	847	6	,	,	PUNCT
gssr-621	847	7	sedimentation	sedimentation	NOUN
gssr-621	847	8	,	,	PUNCT
gssr-621	847	9	and	and	CCONJ
gssr-621	847	10	adsorption	adsorption	NOUN
gssr-621	847	11	processes	process	NOUN
gssr-621	847	12	.	.	PUNCT
gssr-621	848	1	[	[	X
gssr-621	848	2	4	4	NUM
gssr-621	848	3	]	]	PUNCT
gssr-621	848	4	.	.	PUNCT
gssr-621	849	1	glucose	glucose	NOUN
gssr-621	849	2	concentration	concentration	NOUN
gssr-621	849	3	(	(	PUNCT
gssr-621	849	4	flores	flore	NOUN
gssr-621	849	5	et	et	PROPN
gssr-621	849	6	al	al	PROPN
gssr-621	849	7	.	.	PROPN
gssr-621	849	8	,	,	PUNCT
gssr-621	849	9	2018	2018	NUM
gssr-621	849	10	):	):	PUNCT
gssr-621	849	11	to	to	PART
gssr-621	849	12	increase	increase	VERB
gssr-621	849	13	the	the	DET
gssr-621	849	14	glucose	glucose	NOUN
gssr-621	849	15	concentration	concentration	NOUN
gssr-621	849	16	in	in	ADP
gssr-621	849	17	the	the	DET
gssr-621	849	18	hydrolysate	hydrolysate	NOUN
gssr-621	849	19	,	,	PUNCT
gssr-621	849	20	concentration	concentration	NOUN
gssr-621	849	21	techniques	technique	NOUN
gssr-621	849	22	such	such	ADJ
gssr-621	849	23	as	as	ADP
gssr-621	849	24	evaporation	evaporation	NOUN
gssr-621	849	25	,	,	PUNCT
gssr-621	849	26	membrane	membrane	NOUN
gssr-621	849	27	processes	process	NOUN
gssr-621	849	28	(	(	PUNCT
gssr-621	849	29	such	such	ADJ
gssr-621	849	30	as	as	ADP
gssr-621	849	31	reverse	reverse	ADJ
gssr-621	849	32	osmosis	osmosis	NOUN
gssr-621	849	33	)	)	PUNCT
gssr-621	849	34	,	,	PUNCT
gssr-621	849	35	or	or	CCONJ
gssr-621	849	36	crystallization	crystallization	NOUN
gssr-621	849	37	can	can	AUX
gssr-621	849	38	be	be	AUX
gssr-621	849	39	employed	employ	VERB
gssr-621	849	40	.	.	PUNCT
gssr-621	850	1	these	these	DET
gssr-621	850	2	methods	method	NOUN
gssr-621	850	3	remove	remove	VERB
gssr-621	850	4	water	water	NOUN
gssr-621	850	5	from	from	ADP
gssr-621	850	6	the	the	DET
gssr-621	850	7	hydrolysate	hydrolysate	NOUN
gssr-621	850	8	,	,	PUNCT
gssr-621	850	9	resulting	result	VERB
gssr-621	850	10	in	in	ADP
gssr-621	850	11	a	a	DET
gssr-621	850	12	more	more	ADV
gssr-621	850	13	concentrated	concentrated	ADJ
gssr-621	850	14	glucose	glucose	NOUN
gssr-621	850	15	solution	solution	NOUN
gssr-621	850	16	.	.	PUNCT
gssr-621	851	1	[	[	X
gssr-621	851	2	5	5	NUM
gssr-621	851	3	]	]	PUNCT
gssr-621	851	4	.	.	PUNCT
gssr-621	851	5	purification	purification	NOUN
gssr-621	851	6	and	and	CCONJ
gssr-621	851	7	refinement	refinement	NOUN
gssr-621	851	8	:	:	PUNCT
gssr-621	851	9	further	further	ADJ
gssr-621	851	10	purification	purification	NOUN
gssr-621	851	11	and	and	CCONJ
gssr-621	851	12	refinement	refinement	NOUN
gssr-621	851	13	steps	step	NOUN
gssr-621	851	14	may	may	AUX
gssr-621	851	15	be	be	AUX
gssr-621	851	16	required	require	VERB
gssr-621	851	17	to	to	PART
gssr-621	851	18	obtain	obtain	VERB
gssr-621	851	19	a	a	DET
gssr-621	851	20	high	high	ADJ
gssr-621	851	21	-	-	PUNCT
gssr-621	851	22	purity	purity	NOUN
gssr-621	851	23	glucose	glucose	NOUN
gssr-621	851	24	product	product	NOUN
gssr-621	851	25	.	.	PUNCT
gssr-621	852	1	these	these	DET
gssr-621	852	2	steps	step	NOUN
gssr-621	852	3	can	can	AUX
gssr-621	852	4	involve	involve	VERB
gssr-621	852	5	techniques	technique	NOUN
gssr-621	852	6	such	such	ADJ
gssr-621	852	7	as	as	ADP
gssr-621	852	8	chromatography	chromatography	NOUN
gssr-621	852	9	,	,	PUNCT
gssr-621	852	10	ion	ion	NOUN
gssr-621	852	11	exchange	exchange	NOUN
gssr-621	852	12	,	,	PUNCT
gssr-621	852	13	or	or	CCONJ
gssr-621	852	14	activated	activate	VERB
gssr-621	852	15	carbon	carbon	NOUN
gssr-621	852	16	treatment	treatment	NOUN
gssr-621	852	17	to	to	PART
gssr-621	852	18	remove	remove	VERB
gssr-621	852	19	remaining	remain	VERB
gssr-621	852	20	impurities	impurity	NOUN
gssr-621	852	21	,	,	PUNCT
gssr-621	852	22	colorants	colorant	NOUN
gssr-621	852	23	,	,	PUNCT
gssr-621	852	24	or	or	CCONJ
gssr-621	852	25	off	off	ADP
gssr-621	852	26	-	-	PUNCT
gssr-621	852	27	flavors	flavor	NOUN
gssr-621	852	28	.	.	PUNCT
gssr-621	853	1	glucose	glucose	NOUN
gssr-621	853	2	production	production	NOUN
gssr-621	853	3	from	from	ADP
gssr-621	853	4	food	food	NOUN
gssr-621	853	5	processing	processing	NOUN
gssr-621	853	6	waste	waste	NOUN
gssr-621	853	7	offers	offer	VERB
gssr-621	853	8	several	several	ADJ
gssr-621	853	9	benefits	benefit	NOUN
gssr-621	853	10	,	,	PUNCT
gssr-621	853	11	including	include	VERB
gssr-621	853	12	waste	waste	NOUN
gssr-621	853	13	valorization	valorization	NOUN
gssr-621	853	14	,	,	PUNCT
gssr-621	853	15	reduction	reduction	NOUN
gssr-621	853	16	of	of	ADP
gssr-621	853	17	waste	waste	NOUN
gssr-621	853	18	disposal	disposal	NOUN
gssr-621	853	19	and	and	CCONJ
gssr-621	853	20	environmental	environmental	ADJ
gssr-621	853	21	impact	impact	NOUN
gssr-621	853	22	,	,	PUNCT
gssr-621	853	23	and	and	CCONJ
gssr-621	853	24	the	the	DET
gssr-621	853	25	potential	potential	NOUN
gssr-621	853	26	for	for	ADP
gssr-621	853	27	cost	cost	NOUN
gssr-621	853	28	savings	saving	NOUN
gssr-621	853	29	(	(	PUNCT
gssr-621	853	30	lee	lee	PROPN
gssr-621	853	31	et	et	PROPN
gssr-621	853	32	al	al	PROPN
gssr-621	853	33	.	.	PROPN
gssr-621	853	34	,	,	PUNCT
gssr-621	853	35	2023	2023	NUM
gssr-621	853	36	)	)	PUNCT
gssr-621	853	37	.	.	PUNCT
gssr-621	854	1	by	by	ADP
gssr-621	854	2	converting	convert	VERB
gssr-621	854	3	waste	waste	NOUN
gssr-621	854	4	into	into	ADP
gssr-621	854	5	a	a	DET
gssr-621	854	6	valuable	valuable	ADJ
gssr-621	854	7	product	product	NOUN
gssr-621	854	8	,	,	PUNCT
gssr-621	854	9	the	the	DET
gssr-621	854	10	process	process	NOUN
gssr-621	854	11	contributes	contribute	VERB
gssr-621	854	12	to	to	ADP
gssr-621	854	13	a	a	DET
gssr-621	854	14	circular	circular	ADJ
gssr-621	854	15	economy	economy	NOUN
gssr-621	854	16	and	and	CCONJ
gssr-621	854	17	sustainable	sustainable	ADJ
gssr-621	854	18	resource	resource	NOUN
gssr-621	854	19	management	management	NOUN
gssr-621	854	20	.	.	PUNCT
gssr-621	855	1	however	however	ADV
gssr-621	855	2	,	,	PUNCT
gssr-621	855	3	it	it	PRON
gssr-621	855	4	is	be	AUX
gssr-621	855	5	essential	essential	ADJ
gssr-621	855	6	to	to	PART
gssr-621	855	7	ensure	ensure	VERB
gssr-621	855	8	the	the	DET
gssr-621	855	9	quality	quality	NOUN
gssr-621	855	10	and	and	CCONJ
gssr-621	855	11	safety	safety	NOUN
gssr-621	855	12	of	of	ADP
gssr-621	855	13	the	the	DET
gssr-621	855	14	glucose	glucose	NOUN
gssr-621	855	15	produced	produce	VERB
gssr-621	855	16	,	,	PUNCT
gssr-621	855	17	adhering	adhere	VERB
gssr-621	855	18	to	to	ADP
gssr-621	855	19	relevant	relevant	ADJ
gssr-621	855	20	regulations	regulation	NOUN
gssr-621	855	21	and	and	CCONJ
gssr-621	855	22	quality	quality	NOUN
gssr-621	855	23	standards	standard	NOUN
gssr-621	855	24	.	.	PUNCT
gssr-621	856	1	additionally	additionally	ADV
gssr-621	856	2	,	,	PUNCT
gssr-621	856	3	the	the	DET
gssr-621	856	4	development	development	NOUN
gssr-621	856	5	of	of	ADP
gssr-621	856	6	efficient	efficient	ADJ
gssr-621	856	7	and	and	CCONJ
gssr-621	856	8	cost	cost	NOUN
gssr-621	856	9	-	-	PUNCT
gssr-621	856	10	effective	effective	ADJ
gssr-621	856	11	processing	processing	NOUN
gssr-621	856	12	technologies	technology	NOUN
gssr-621	856	13	,	,	PUNCT
gssr-621	856	14	as	as	ADV
gssr-621	856	15	well	well	ADV
gssr-621	856	16	as	as	ADP
gssr-621	856	17	waste	waste	NOUN
gssr-621	856	18	collection	collection	NOUN
gssr-621	856	19	and	and	CCONJ
gssr-621	856	20	logistics	logistic	NOUN
gssr-621	856	21	systems	system	NOUN
gssr-621	856	22	,	,	PUNCT
gssr-621	856	23	is	be	AUX
gssr-621	856	24	crucial	crucial	ADJ
gssr-621	856	25	for	for	ADP
gssr-621	856	26	the	the	DET
gssr-621	856	27	widespread	widespread	ADJ
gssr-621	856	28	adoption	adoption	NOUN
gssr-621	856	29	of	of	ADP
gssr-621	856	30	glucose	glucose	NOUN
gssr-621	856	31	production	production	NOUN
gssr-621	856	32	from	from	ADP
gssr-621	856	33	food	food	NOUN
gssr-621	856	34	processing	processing	NOUN
gssr-621	856	35	waste	waste	NOUN
gssr-621	856	36	(	(	PUNCT
gssr-621	856	37	dusabe	dusabe	PROPN
gssr-621	856	38	et	et	PROPN
gssr-621	856	39	al	al	PROPN
gssr-621	856	40	.	.	PROPN
gssr-621	856	41	,	,	PUNCT
gssr-621	856	42	2023	2023	NUM
gssr-621	856	43	)	)	PUNCT
gssr-621	856	44	.	.	PUNCT
gssr-621	857	1	glucose	glucose	NOUN
gssr-621	857	2	production	production	NOUN
gssr-621	857	3	in	in	ADP
gssr-621	857	4	biofuel	biofuel	NOUN
gssr-621	857	5	and	and	CCONJ
gssr-621	857	6	bioproduct	bioproduct	NOUN
gssr-621	857	7	industries	industry	NOUN
gssr-621	857	8	glucose	glucose	NOUN
gssr-621	857	9	production	production	NOUN
gssr-621	857	10	plays	play	VERB
gssr-621	857	11	a	a	DET
gssr-621	857	12	crucial	crucial	ADJ
gssr-621	857	13	role	role	NOUN
gssr-621	857	14	in	in	ADP
gssr-621	857	15	the	the	DET
gssr-621	857	16	biofuel	biofuel	NOUN
gssr-621	857	17	and	and	CCONJ
gssr-621	857	18	bioproduct	bioproduct	NOUN
gssr-621	857	19	industries	industry	NOUN
gssr-621	857	20	,	,	PUNCT
gssr-621	857	21	serving	serve	VERB
gssr-621	857	22	as	as	ADP
gssr-621	857	23	a	a	DET
gssr-621	857	24	key	key	ADJ
gssr-621	857	25	intermediate	intermediate	NOUN
gssr-621	857	26	for	for	ADP
gssr-621	857	27	the	the	DET
gssr-621	857	28	production	production	NOUN
gssr-621	857	29	of	of	ADP
gssr-621	857	30	a	a	DET
gssr-621	857	31	wide	wide	ADJ
gssr-621	857	32	range	range	NOUN
gssr-621	857	33	of	of	ADP
gssr-621	857	34	biofuels	biofuel	NOUN
gssr-621	857	35	and	and	CCONJ
gssr-621	857	36	bioproducts	bioproduct	NOUN
gssr-621	857	37	(	(	PUNCT
gssr-621	857	38	mendoza	mendoza	PROPN
gssr-621	857	39	-	-	PUNCT
gssr-621	857	40	meneses	menese	NOUN
gssr-621	857	41	et	et	NOUN
gssr-621	857	42	al	al	PROPN
gssr-621	857	43	.	.	PROPN
gssr-621	857	44	,	,	PUNCT
gssr-621	857	45	2021	2021	NUM
gssr-621	857	46	)	)	PUNCT
gssr-621	857	47	.	.	PUNCT
gssr-621	858	1	glucose	glucose	NOUN
gssr-621	858	2	can	can	AUX
gssr-621	858	3	be	be	AUX
gssr-621	858	4	derived	derive	VERB
gssr-621	858	5	from	from	ADP
gssr-621	858	6	various	various	ADJ
gssr-621	858	7	biomass	biomass	NOUN
gssr-621	858	8	sources	source	NOUN
gssr-621	858	9	,	,	PUNCT
gssr-621	858	10	including	include	VERB
gssr-621	858	11	agricultural	agricultural	ADJ
gssr-621	858	12	residues	residue	NOUN
gssr-621	858	13	,	,	PUNCT
gssr-621	858	14	energy	energy	NOUN
gssr-621	858	15	crops	crop	NOUN
gssr-621	858	16	,	,	PUNCT
gssr-621	858	17	food	food	NOUN
gssr-621	858	18	processing	processing	NOUN
gssr-621	858	19	waste	waste	NOUN
gssr-621	858	20	,	,	PUNCT
gssr-621	858	21	and	and	CCONJ
gssr-621	858	22	cellulosic	cellulosic	NOUN
gssr-621	858	23	biomass	biomass	NOUN
gssr-621	858	24	.	.	PUNCT
gssr-621	859	1	glucose	glucose	NOUN
gssr-621	859	2	is	be	AUX
gssr-621	859	3	a	a	DET
gssr-621	859	4	primary	primary	ADJ
gssr-621	859	5	substrate	substrate	NOUN
gssr-621	859	6	for	for	ADP
gssr-621	859	7	bioethanol	bioethanol	NOUN
gssr-621	859	8	production	production	NOUN
gssr-621	859	9	.	.	PUNCT
gssr-621	860	1	through	through	ADP
gssr-621	860	2	the	the	DET
gssr-621	860	3	process	process	NOUN
gssr-621	860	4	of	of	ADP
gssr-621	860	5	fermentation	fermentation	NOUN
gssr-621	860	6	,	,	PUNCT
gssr-621	860	7	glucose	glucose	NOUN
gssr-621	860	8	is	be	AUX
gssr-621	860	9	converted	convert	VERB
gssr-621	860	10	by	by	ADP
gssr-621	860	11	yeast	yeast	NOUN
gssr-621	860	12	or	or	CCONJ
gssr-621	860	13	other	other	ADJ
gssr-621	860	14	microorganisms	microorganism	NOUN
gssr-621	860	15	into	into	ADP
gssr-621	860	16	ethanol	ethanol	NOUN
gssr-621	860	17	,	,	PUNCT
gssr-621	860	18	which	which	PRON
gssr-621	860	19	is	be	AUX
gssr-621	860	20	a	a	DET
gssr-621	860	21	renewable	renewable	ADJ
gssr-621	860	22	and	and	CCONJ
gssr-621	860	23	sustainable	sustainable	ADJ
gssr-621	860	24	alternative	alternative	NOUN
gssr-621	860	25	to	to	ADP
gssr-621	860	26	fossil	fossil	NOUN
gssr-621	860	27	fuel	fuel	NOUN
gssr-621	860	28	-	-	PUNCT
gssr-621	860	29	based	base	VERB
gssr-621	860	30	gasoline	gasoline	NOUN
gssr-621	860	31	(	(	PUNCT
gssr-621	860	32	ali	ali	PROPN
gssr-621	860	33	et	et	PROPN
gssr-621	860	34	al	al	PROPN
gssr-621	860	35	.	.	PROPN
gssr-621	860	36	,	,	PUNCT
gssr-621	860	37	2023	2023	NUM
gssr-621	860	38	)	)	PUNCT
gssr-621	860	39	.	.	PUNCT
gssr-621	861	1	glucose	glucose	NOUN
gssr-621	861	2	can	can	AUX
gssr-621	861	3	be	be	AUX
gssr-621	861	4	derived	derive	VERB
gssr-621	861	5	from	from	ADP
gssr-621	861	6	various	various	ADJ
gssr-621	861	7	feedstocks	feedstock	NOUN
gssr-621	861	8	,	,	PUNCT
gssr-621	861	9	such	such	ADJ
gssr-621	861	10	as	as	ADP
gssr-621	861	11	corn	corn	NOUN
gssr-621	861	12	,	,	PUNCT
gssr-621	861	13	sugarcane	sugarcane	NOUN
gssr-621	861	14	,	,	PUNCT
gssr-621	861	15	wheat	wheat	NOUN
gssr-621	861	16	,	,	PUNCT
gssr-621	861	17	and	and	CCONJ
gssr-621	861	18	cellulosic	cellulosic	NOUN
gssr-621	861	19	biomass	biomass	NOUN
gssr-621	861	20	,	,	PUNCT
gssr-621	861	21	and	and	CCONJ
gssr-621	861	22	used	use	VERB
gssr-621	861	23	as	as	ADP
gssr-621	861	24	the	the	DET
gssr-621	861	25	main	main	ADJ
gssr-621	861	26	carbohydrate	carbohydrate	NOUN
gssr-621	861	27	source	source	NOUN
gssr-621	861	28	for	for	ADP
gssr-621	861	29	ethanol	ethanol	NOUN
gssr-621	861	30	fermentation	fermentation	NOUN
gssr-621	861	31	.	.	PUNCT
gssr-621	862	1	bioethanol	bioethanol	NOUN
gssr-621	862	2	has	have	AUX
gssr-621	862	3	gained	gain	VERB
gssr-621	862	4	significant	significant	ADJ
gssr-621	862	5	attention	attention	NOUN
gssr-621	862	6	as	as	ADP
gssr-621	862	7	a	a	DET
gssr-621	862	8	renewable	renewable	ADJ
gssr-621	862	9	fuel	fuel	NOUN
gssr-621	862	10	,	,	PUNCT
gssr-621	862	11	contributing	contribute	VERB
gssr-621	862	12	to	to	ADP
gssr-621	862	13	reduced	reduce	VERB
gssr-621	862	14	greenhouse	greenhouse	NOUN
gssr-621	862	15	gas	gas	NOUN
gssr-621	862	16	emissions	emission	NOUN
gssr-621	862	17	and	and	CCONJ
gssr-621	862	18	energy	energy	NOUN
gssr-621	862	19	security	security	NOUN
gssr-621	862	20	.	.	PUNCT
gssr-621	863	1	glucose	glucose	NOUN
gssr-621	863	2	can	can	AUX
gssr-621	863	3	also	also	ADV
gssr-621	863	4	serve	serve	VERB
gssr-621	863	5	as	as	ADP
gssr-621	863	6	a	a	DET
gssr-621	863	7	precursor	precursor	NOUN
gssr-621	863	8	for	for	ADP
gssr-621	863	9	the	the	DET
gssr-621	863	10	production	production	NOUN
gssr-621	863	11	of	of	ADP
gssr-621	863	12	biobutanol	biobutanol	NOUN
gssr-621	863	13	,	,	PUNCT
gssr-621	863	14	an	an	DET
gssr-621	863	15	advanced	advanced	ADJ
gssr-621	863	16	biofuel	biofuel	NOUN
gssr-621	863	17	with	with	ADP
gssr-621	863	18	potential	potential	NOUN
gssr-621	863	19	as	as	ADP
gssr-621	863	20	a	a	DET
gssr-621	863	21	gasoline	gasoline	NOUN
gssr-621	863	22	substitute	substitute	NOUN
gssr-621	863	23	(	(	PUNCT
gssr-621	863	24	tsai	tsai	PROPN
gssr-621	863	25	et	et	PROPN
gssr-621	863	26	al	al	PROPN
gssr-621	863	27	.	.	PROPN
gssr-621	863	28	,	,	PUNCT
gssr-621	863	29	2020	2020	NUM
gssr-621	863	30	)	)	PUNCT
gssr-621	863	31	.	.	PUNCT
gssr-621	864	1	biobutanol	biobutanol	NOUN
gssr-621	864	2	is	be	AUX
gssr-621	864	3	produced	produce	VERB
gssr-621	864	4	through	through	ADP
gssr-621	864	5	a	a	DET
gssr-621	864	6	process	process	NOUN
gssr-621	864	7	called	call	VERB
gssr-621	864	8	acetone	acetone	NOUN
gssr-621	864	9	-	-	PUNCT
gssr-621	864	10	butanol	butanol	NOUN
gssr-621	864	11	-	-	PUNCT
gssr-621	864	12	ethanol	ethanol	NOUN
gssr-621	864	13	(	(	PUNCT
gssr-621	864	14	abe	abe	NOUN
gssr-621	864	15	)	)	PUNCT
gssr-621	864	16	fermentation	fermentation	NOUN
gssr-621	864	17	,	,	PUNCT
gssr-621	864	18	where	where	SCONJ
gssr-621	864	19	glucose	glucose	NOUN
gssr-621	864	20	is	be	AUX
gssr-621	864	21	converted	convert	VERB
gssr-621	864	22	into	into	ADP
gssr-621	864	23	butanol	butanol	NOUN
gssr-621	864	24	,	,	PUNCT
gssr-621	864	25	acetone	acetone	NOUN
gssr-621	864	26	,	,	PUNCT
gssr-621	864	27	and	and	CCONJ
gssr-621	864	28	ethanol	ethanol	NOUN
gssr-621	864	29	by	by	ADP
gssr-621	864	30	solvent	solvent	NOUN
gssr-621	864	31	-	-	PUNCT
gssr-621	864	32	producing	produce	VERB
gssr-621	864	33	bacteria	bacteria	NOUN
gssr-621	864	34	(	(	PUNCT
gssr-621	864	35	ibrahim	ibrahim	NOUN
gssr-621	864	36	et	et	PROPN
gssr-621	864	37	al	al	PROPN
gssr-621	864	38	.	.	PROPN
gssr-621	864	39	,	,	PUNCT
gssr-621	864	40	2018	2018	NUM
gssr-621	864	41	;	;	PUNCT
gssr-621	864	42	yang	yang	PROPN
gssr-621	864	43	et	et	PROPN
gssr-621	864	44	al	al	PROPN
gssr-621	864	45	.	.	PROPN
gssr-621	864	46	,	,	PUNCT
gssr-621	864	47	2023	2023	NUM
gssr-621	864	48	)	)	PUNCT
gssr-621	864	49	.	.	PUNCT
gssr-621	865	1	glucose	glucose	NOUN
gssr-621	865	2	can	can	AUX
gssr-621	865	3	also	also	ADV
gssr-621	865	4	be	be	AUX
gssr-621	865	5	used	use	VERB
gssr-621	865	6	as	as	ADP
gssr-621	865	7	a	a	DET
gssr-621	865	8	feedstock	feedstock	NOUN
gssr-621	865	9	for	for	ADP
gssr-621	865	10	the	the	DET
gssr-621	865	11	production	production	NOUN
gssr-621	865	12	of	of	ADP
gssr-621	865	13	other	other	ADJ
gssr-621	865	14	biochemicals	biochemical	NOUN
gssr-621	865	15	,	,	PUNCT
gssr-621	865	16	such	such	ADJ
gssr-621	865	17	as	as	ADP
gssr-621	865	18	organic	organic	ADJ
gssr-621	865	19	acids	acid	NOUN
gssr-621	865	20	,	,	PUNCT
gssr-621	865	21	amino	amino	NOUN
gssr-621	865	22	acids	acid	NOUN
gssr-621	865	23	,	,	PUNCT
gssr-621	865	24	biopolymers	biopolymer	NOUN
gssr-621	865	25	,	,	PUNCT
gssr-621	865	26	and	and	CCONJ
gssr-621	865	27	specialty	specialty	NOUN
gssr-621	865	28	chemicals	chemical	NOUN
gssr-621	865	29	,	,	PUNCT
gssr-621	865	30	through	through	ADP
gssr-621	865	31	microbial	microbial	ADJ
gssr-621	865	32	fermentation	fermentation	NOUN
gssr-621	865	33	or	or	CCONJ
gssr-621	865	34	chemical	chemical	NOUN
gssr-621	865	35	synthesis	synthesis	NOUN
gssr-621	865	36	routes	route	NOUN
gssr-621	865	37	(	(	PUNCT
gssr-621	865	38	osman	osman	PROPN
gssr-621	865	39	et	et	PROPN
gssr-621	865	40	al	al	PROPN
gssr-621	865	41	.	.	PROPN
gssr-621	865	42	,	,	PUNCT
gssr-621	865	43	2021	2021	NUM
gssr-621	865	44	)	)	PUNCT
gssr-621	865	45	.	.	PUNCT
gssr-621	866	1	although	although	SCONJ
gssr-621	866	2	glucose	glucose	NOUN
gssr-621	866	3	itself	itself	PRON
gssr-621	866	4	is	be	AUX
gssr-621	866	5	not	not	PART
gssr-621	866	6	directly	directly	ADV
gssr-621	866	7	used	use	VERB
gssr-621	866	8	for	for	ADP
gssr-621	866	9	biodiesel	biodiesel	NOUN
gssr-621	866	10	production	production	NOUN
gssr-621	866	11	,	,	PUNCT
gssr-621	866	12	it	it	PRON
gssr-621	866	13	can	can	AUX
gssr-621	866	14	contribute	contribute	VERB
gssr-621	866	15	indirectly	indirectly	ADV
gssr-621	866	16	by	by	ADP
gssr-621	866	17	serving	serve	VERB
gssr-621	866	18	as	as	ADP
gssr-621	866	19	a	a	DET
gssr-621	866	20	substrate	substrate	NOUN
gssr-621	866	21	for	for	ADP
gssr-621	866	22	microbial	microbial	ADJ
gssr-621	866	23	oil	oil	NOUN
gssr-621	866	24	production	production	NOUN
gssr-621	866	25	.	.	PUNCT
gssr-621	867	1	microorganisms	microorganism	NOUN
gssr-621	867	2	such	such	ADJ
gssr-621	867	3	as	as	ADP
gssr-621	867	4	algae	algae	NOUN
gssr-621	867	5	or	or	CCONJ
gssr-621	867	6	oleaginous	oleaginous	ADJ
gssr-621	867	7	yeasts	yeast	NOUN
gssr-621	867	8	can	can	AUX
gssr-621	867	9	utilize	utilize	VERB
gssr-621	867	10	glucose	glucose	NOUN
gssr-621	867	11	as	as	ADP
gssr-621	867	12	a	a	DET
gssr-621	867	13	carbon	carbon	NOUN
gssr-621	867	14	source	source	NOUN
gssr-621	867	15	to	to	PART
gssr-621	867	16	accumulate	accumulate	VERB
gssr-621	867	17	lipids	lipid	NOUN
gssr-621	867	18	or	or	CCONJ
gssr-621	867	19	oils	oil	NOUN
gssr-621	867	20	(	(	PUNCT
gssr-621	867	21	yang	yang	PROPN
gssr-621	867	22	et	et	PROPN
gssr-621	867	23	al	al	PROPN
gssr-621	867	24	.	.	PROPN
gssr-621	867	25	,	,	PUNCT
gssr-621	867	26	2023	2023	NUM
gssr-621	867	27	)	)	PUNCT
gssr-621	867	28	.	.	PUNCT
gssr-621	868	1	these	these	DET
gssr-621	868	2	lipids	lipid	NOUN
gssr-621	868	3	can	can	AUX
gssr-621	868	4	be	be	AUX
gssr-621	868	5	extracted	extract	VERB
gssr-621	868	6	and	and	CCONJ
gssr-621	868	7	converted	convert	VERB
gssr-621	868	8	into	into	ADP
gssr-621	868	9	biodiesel	biodiesel	NOUN
gssr-621	868	10	through	through	ADP
gssr-621	868	11	a	a	DET
gssr-621	868	12	process	process	NOUN
gssr-621	868	13	called	call	VERB
gssr-621	868	14	transesterification	transesterification	NOUN
gssr-621	868	15	.	.	PUNCT
gssr-621	869	1	glucose	glucose	NOUN
gssr-621	869	2	,	,	PUNCT
gssr-621	869	3	therefore	therefore	ADV
gssr-621	869	4	,	,	PUNCT
gssr-621	869	5	plays	play	VERB
gssr-621	869	6	a	a	DET
gssr-621	869	7	critical	critical	ADJ
gssr-621	869	8	role	role	NOUN
gssr-621	869	9	in	in	ADP
gssr-621	869	10	providing	provide	VERB
gssr-621	869	11	the	the	DET
gssr-621	869	12	necessary	necessary	ADJ
gssr-621	869	13	carbon	carbon	NOUN
gssr-621	869	14	and	and	CCONJ
gssr-621	869	15	energy	energy	NOUN
gssr-621	869	16	source	source	NOUN
gssr-621	869	17	for	for	ADP
gssr-621	869	18	microbial	microbial	ADJ
gssr-621	869	19	oil	oil	NOUN
gssr-621	869	20	production	production	NOUN
gssr-621	869	21	.	.	PUNCT
gssr-621	870	1	glucose	glucose	NOUN
gssr-621	870	2	is	be	AUX
gssr-621	870	3	a	a	DET
gssr-621	870	4	valuable	valuable	ADJ
gssr-621	870	5	platform	platform	NOUN
gssr-621	870	6	chemical	chemical	NOUN
gssr-621	870	7	for	for	ADP
gssr-621	870	8	the	the	DET
gssr-621	870	9	synthesis	synthesis	NOUN
gssr-621	870	10	of	of	ADP
gssr-621	870	11	various	various	ADJ
gssr-621	870	12	chemicals	chemical	NOUN
gssr-621	870	13	and	and	CCONJ
gssr-621	870	14	materials	material	NOUN
gssr-621	870	15	.	.	PUNCT
gssr-621	871	1	it	it	PRON
gssr-621	871	2	can	can	AUX
gssr-621	871	3	be	be	AUX
gssr-621	871	4	converted	convert	VERB
gssr-621	871	5	into	into	ADP
gssr-621	871	6	a	a	DET
gssr-621	871	7	range	range	NOUN
gssr-621	871	8	of	of	ADP
gssr-621	871	9	platform	platform	NOUN
gssr-621	871	10	chemicals	chemical	NOUN
gssr-621	871	11	,	,	PUNCT
gssr-621	871	12	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	871	13	global	global	ADJ
gssr-621	871	14	sustainability	sustainability	NOUN
gssr-621	871	15	research	research	NOUN
gssr-621	871	16	global	global	ADJ
gssr-621	871	17	scientific	scientific	ADJ
gssr-621	871	18	research	research	NOUN
gssr-621	871	19	112	112	NUM
gssr-621	871	20	including	include	VERB
gssr-621	871	21	lactic	lactic	ADJ
gssr-621	871	22	acid	acid	NOUN
gssr-621	871	23	,	,	PUNCT
gssr-621	871	24	succinic	succinic	ADJ
gssr-621	871	25	acid	acid	NOUN
gssr-621	871	26	,	,	PUNCT
gssr-621	871	27	glycerol	glycerol	NOUN
gssr-621	871	28	,	,	PUNCT
gssr-621	871	29	and	and	CCONJ
gssr-621	871	30	2,3	2,3	NOUN
gssr-621	871	31	-	-	NOUN
gssr-621	871	32	butanediol	butanediol	NOUN
gssr-621	871	33	(	(	PUNCT
gssr-621	871	34	yu	yu	PROPN
gssr-621	871	35	et	et	PROPN
gssr-621	871	36	al	al	PROPN
gssr-621	871	37	.	.	PROPN
gssr-621	871	38	,	,	PUNCT
gssr-621	871	39	2022	2022	NUM
gssr-621	871	40	)	)	PUNCT
gssr-621	871	41	.	.	PUNCT
gssr-621	872	1	these	these	DET
gssr-621	872	2	platform	platform	NOUN
gssr-621	872	3	chemicals	chemical	NOUN
gssr-621	872	4	serve	serve	VERB
gssr-621	872	5	as	as	ADP
gssr-621	872	6	building	build	VERB
gssr-621	872	7	blocks	block	NOUN
gssr-621	872	8	for	for	ADP
gssr-621	872	9	the	the	DET
gssr-621	872	10	production	production	NOUN
gssr-621	872	11	of	of	ADP
gssr-621	872	12	bioplastics	bioplastic	NOUN
gssr-621	872	13	,	,	PUNCT
gssr-621	872	14	biopolymers	biopolymer	NOUN
gssr-621	872	15	,	,	PUNCT
gssr-621	872	16	solvents	solvent	NOUN
gssr-621	872	17	,	,	PUNCT
gssr-621	872	18	resins	resin	NOUN
gssr-621	872	19	,	,	PUNCT
gssr-621	872	20	and	and	CCONJ
gssr-621	872	21	other	other	ADJ
gssr-621	872	22	high	high	ADJ
gssr-621	872	23	-	-	PUNCT
gssr-621	872	24	value	value	NOUN
gssr-621	872	25	chemical	chemical	NOUN
gssr-621	872	26	products	product	NOUN
gssr-621	872	27	(	(	PUNCT
gssr-621	872	28	inyang	inyang	NOUN
gssr-621	872	29	et	et	PROPN
gssr-621	872	30	al	al	PROPN
gssr-621	872	31	.	.	PROPN
gssr-621	872	32	,	,	PUNCT
gssr-621	872	33	2022	2022	NUM
gssr-621	872	34	)	)	PUNCT
gssr-621	872	35	.	.	PUNCT
gssr-621	873	1	glucose	glucose	NOUN
gssr-621	873	2	-	-	PUNCT
gssr-621	873	3	based	base	VERB
gssr-621	873	4	platform	platform	NOUN
gssr-621	873	5	chemicals	chemical	NOUN
gssr-621	873	6	offer	offer	VERB
gssr-621	873	7	a	a	DET
gssr-621	873	8	sustainable	sustainable	ADJ
gssr-621	873	9	and	and	CCONJ
gssr-621	873	10	renewable	renewable	ADJ
gssr-621	873	11	alternative	alternative	NOUN
gssr-621	873	12	to	to	ADP
gssr-621	873	13	their	their	PRON
gssr-621	873	14	petrochemical	petrochemical	NOUN
gssr-621	873	15	counterparts	counterpart	NOUN
gssr-621	873	16	.	.	PUNCT
gssr-621	874	1	glucose	glucose	NOUN
gssr-621	874	2	can	can	AUX
gssr-621	874	3	be	be	AUX
gssr-621	874	4	chemically	chemically	ADV
gssr-621	874	5	modified	modify	VERB
gssr-621	874	6	or	or	CCONJ
gssr-621	874	7	transformed	transform	VERB
gssr-621	874	8	into	into	ADP
gssr-621	874	9	various	various	ADJ
gssr-621	874	10	derivatives	derivative	NOUN
gssr-621	874	11	,	,	PUNCT
gssr-621	874	12	expanding	expand	VERB
gssr-621	874	13	its	its	PRON
gssr-621	874	14	utility	utility	NOUN
gssr-621	874	15	in	in	ADP
gssr-621	874	16	different	different	ADJ
gssr-621	874	17	industries	industry	NOUN
gssr-621	874	18	.	.	PUNCT
gssr-621	875	1	glucose	glucose	NOUN
gssr-621	875	2	derivatives	derivative	NOUN
gssr-621	875	3	,	,	PUNCT
gssr-621	875	4	such	such	ADJ
gssr-621	875	5	as	as	ADP
gssr-621	875	6	glucose	glucose	NOUN
gssr-621	875	7	esters	ester	NOUN
gssr-621	875	8	,	,	PUNCT
gssr-621	875	9	glucose	glucose	NOUN
gssr-621	875	10	ethers	ether	NOUN
gssr-621	875	11	,	,	PUNCT
gssr-621	875	12	and	and	CCONJ
gssr-621	875	13	glucose	glucose	NOUN
gssr-621	875	14	fatty	fatty	NOUN
gssr-621	875	15	acid	acid	NOUN
gssr-621	875	16	esters	ester	NOUN
gssr-621	875	17	,	,	PUNCT
gssr-621	875	18	find	find	VERB
gssr-621	875	19	applications	application	NOUN
gssr-621	875	20	in	in	ADP
gssr-621	875	21	food	food	NOUN
gssr-621	875	22	,	,	PUNCT
gssr-621	875	23	pharmaceuticals	pharmaceutical	NOUN
gssr-621	875	24	,	,	PUNCT
gssr-621	875	25	cosmetics	cosmetic	NOUN
gssr-621	875	26	,	,	PUNCT
gssr-621	875	27	and	and	CCONJ
gssr-621	875	28	other	other	ADJ
gssr-621	875	29	sectors	sector	NOUN
gssr-621	875	30	(	(	PUNCT
gssr-621	875	31	lee	lee	PROPN
gssr-621	875	32	et	et	PROPN
gssr-621	875	33	al	al	PROPN
gssr-621	875	34	.	.	PROPN
gssr-621	875	35	,	,	PUNCT
gssr-621	875	36	2023	2023	NUM
gssr-621	875	37	)	)	PUNCT
gssr-621	875	38	.	.	PUNCT
gssr-621	876	1	these	these	DET
gssr-621	876	2	derivatives	derivative	NOUN
gssr-621	876	3	possess	possess	VERB
gssr-621	876	4	specific	specific	ADJ
gssr-621	876	5	functionalities	functionality	NOUN
gssr-621	876	6	and	and	CCONJ
gssr-621	876	7	properties	property	NOUN
gssr-621	876	8	that	that	PRON
gssr-621	876	9	enhance	enhance	VERB
gssr-621	876	10	their	their	PRON
gssr-621	876	11	suitability	suitability	NOUN
gssr-621	876	12	for	for	ADP
gssr-621	876	13	specific	specific	ADJ
gssr-621	876	14	applications	application	NOUN
gssr-621	876	15	.	.	PUNCT
gssr-621	877	1	the	the	DET
gssr-621	877	2	production	production	NOUN
gssr-621	877	3	of	of	ADP
gssr-621	877	4	glucose	glucose	NOUN
gssr-621	877	5	in	in	ADP
gssr-621	877	6	the	the	DET
gssr-621	877	7	biofuel	biofuel	NOUN
gssr-621	877	8	and	and	CCONJ
gssr-621	877	9	bioproduct	bioproduct	NOUN
gssr-621	877	10	industries	industry	NOUN
gssr-621	877	11	involves	involve	VERB
gssr-621	877	12	various	various	ADJ
gssr-621	877	13	processes	process	NOUN
gssr-621	877	14	,	,	PUNCT
gssr-621	877	15	including	include	VERB
gssr-621	877	16	biomass	biomass	NOUN
gssr-621	877	17	feedstock	feedstock	NOUN
gssr-621	877	18	preparation	preparation	NOUN
gssr-621	877	19	,	,	PUNCT
gssr-621	877	20	enzymatic	enzymatic	ADJ
gssr-621	877	21	or	or	CCONJ
gssr-621	877	22	acid	acid	ADJ
gssr-621	877	23	hydrolysis	hydrolysis	NOUN
gssr-621	877	24	,	,	PUNCT
gssr-621	877	25	fermentation	fermentation	NOUN
gssr-621	877	26	,	,	PUNCT
gssr-621	877	27	and	and	CCONJ
gssr-621	877	28	downstream	downstream	ADJ
gssr-621	877	29	processing	processing	NOUN
gssr-621	877	30	(	(	PUNCT
gssr-621	877	31	weiss	weiss	PROPN
gssr-621	877	32	et	et	PROPN
gssr-621	877	33	al	al	PROPN
gssr-621	877	34	.	.	PROPN
gssr-621	877	35	,	,	PUNCT
gssr-621	877	36	2019	2019	NUM
gssr-621	877	37	)	)	PUNCT
gssr-621	877	38	.	.	PUNCT
gssr-621	878	1	the	the	DET
gssr-621	878	2	optimization	optimization	NOUN
gssr-621	878	3	of	of	ADP
gssr-621	878	4	these	these	DET
gssr-621	878	5	processes	process	NOUN
gssr-621	878	6	,	,	PUNCT
gssr-621	878	7	along	along	ADP
gssr-621	878	8	with	with	ADP
gssr-621	878	9	advancements	advancement	NOUN
gssr-621	878	10	in	in	ADP
gssr-621	878	11	biotechnology	biotechnology	NOUN
gssr-621	878	12	,	,	PUNCT
gssr-621	878	13	enzymology	enzymology	NOUN
gssr-621	878	14	,	,	PUNCT
gssr-621	878	15	and	and	CCONJ
gssr-621	878	16	process	process	NOUN
gssr-621	878	17	engineering	engineering	NOUN
gssr-621	878	18	,	,	PUNCT
gssr-621	878	19	continues	continue	VERB
gssr-621	878	20	to	to	PART
gssr-621	878	21	improve	improve	VERB
gssr-621	878	22	the	the	DET
gssr-621	878	23	efficiency	efficiency	NOUN
gssr-621	878	24	,	,	PUNCT
gssr-621	878	25	cost	cost	NOUN
gssr-621	878	26	-	-	PUNCT
gssr-621	878	27	effectiveness	effectiveness	NOUN
gssr-621	878	28	,	,	PUNCT
gssr-621	878	29	and	and	CCONJ
gssr-621	878	30	sustainability	sustainability	NOUN
gssr-621	878	31	of	of	ADP
gssr-621	878	32	glucose	glucose	NOUN
gssr-621	878	33	production	production	NOUN
gssr-621	878	34	(	(	PUNCT
gssr-621	878	35	bauer	bauer	PROPN
gssr-621	878	36	et	et	PROPN
gssr-621	878	37	al	al	PROPN
gssr-621	878	38	.	.	PROPN
gssr-621	878	39	,	,	PUNCT
gssr-621	878	40	2022	2022	NUM
gssr-621	878	41	;	;	PUNCT
gssr-621	878	42	singh	singh	PROPN
gssr-621	878	43	et	et	PROPN
gssr-621	878	44	al	al	PROPN
gssr-621	878	45	.	.	PROPN
gssr-621	878	46	,	,	PUNCT
gssr-621	878	47	2021	2021	NUM
gssr-621	878	48	)	)	PUNCT
gssr-621	878	49	.	.	PUNCT
gssr-621	879	1	the	the	DET
gssr-621	879	2	utilization	utilization	NOUN
gssr-621	879	3	of	of	ADP
gssr-621	879	4	glucose	glucose	NOUN
gssr-621	879	5	as	as	ADP
gssr-621	879	6	a	a	DET
gssr-621	879	7	feedstock	feedstock	NOUN
gssr-621	879	8	for	for	ADP
gssr-621	879	9	biofuels	biofuel	NOUN
gssr-621	879	10	and	and	CCONJ
gssr-621	879	11	bioproducts	bioproduct	NOUN
gssr-621	879	12	not	not	PART
gssr-621	879	13	only	only	ADV
gssr-621	879	14	reduces	reduce	VERB
gssr-621	879	15	reliance	reliance	NOUN
gssr-621	879	16	on	on	ADP
gssr-621	879	17	fossil	fossil	ADJ
gssr-621	879	18	fuels	fuel	NOUN
gssr-621	879	19	but	but	CCONJ
gssr-621	879	20	also	also	ADV
gssr-621	879	21	contributes	contribute	VERB
gssr-621	879	22	to	to	ADP
gssr-621	879	23	the	the	DET
gssr-621	879	24	development	development	NOUN
gssr-621	879	25	of	of	ADP
gssr-621	879	26	a	a	DET
gssr-621	879	27	bio	bio	NOUN
gssr-621	879	28	-	-	PUNCT
gssr-621	879	29	based	base	VERB
gssr-621	879	30	economy	economy	NOUN
gssr-621	879	31	and	and	CCONJ
gssr-621	879	32	a	a	DET
gssr-621	879	33	more	more	ADV
gssr-621	879	34	sustainable	sustainable	ADJ
gssr-621	879	35	future	future	NOUN
gssr-621	879	36	(	(	PUNCT
gssr-621	879	37	osman	osman	PROPN
gssr-621	879	38	et	et	PROPN
gssr-621	879	39	al	al	PROPN
gssr-621	879	40	.	.	PROPN
gssr-621	879	41	,	,	PUNCT
gssr-621	879	42	2021	2021	NUM
gssr-621	879	43	)	)	PUNCT
gssr-621	879	44	.	.	PUNCT
gssr-621	880	1	technological	technological	ADJ
gssr-621	880	2	challenges	challenge	NOUN
gssr-621	880	3	in	in	ADP
gssr-621	880	4	glucose	glucose	NOUN
gssr-621	880	5	production	production	NOUN
gssr-621	880	6	glucose	glucose	NOUN
gssr-621	880	7	production	production	NOUN
gssr-621	880	8	is	be	AUX
gssr-621	880	9	a	a	DET
gssr-621	880	10	complex	complex	ADJ
gssr-621	880	11	process	process	NOUN
gssr-621	880	12	that	that	PRON
gssr-621	880	13	involves	involve	VERB
gssr-621	880	14	several	several	ADJ
gssr-621	880	15	technological	technological	ADJ
gssr-621	880	16	challenges	challenge	NOUN
gssr-621	880	17	(	(	PUNCT
gssr-621	880	18	das	das	PROPN
gssr-621	880	19	et	et	PROPN
gssr-621	880	20	al	al	PROPN
gssr-621	880	21	.	.	PROPN
gssr-621	880	22	,	,	PUNCT
gssr-621	880	23	2022	2022	NUM
gssr-621	880	24	)	)	PUNCT
gssr-621	880	25	.	.	PUNCT
gssr-621	881	1	overcoming	overcome	VERB
gssr-621	881	2	these	these	DET
gssr-621	881	3	challenges	challenge	NOUN
gssr-621	881	4	is	be	AUX
gssr-621	881	5	crucial	crucial	ADJ
gssr-621	881	6	for	for	ADP
gssr-621	881	7	improving	improve	VERB
gssr-621	881	8	the	the	DET
gssr-621	881	9	efficiency	efficiency	NOUN
gssr-621	881	10	,	,	PUNCT
gssr-621	881	11	scalability	scalability	NOUN
gssr-621	881	12	,	,	PUNCT
gssr-621	881	13	and	and	CCONJ
gssr-621	881	14	cost	cost	NOUN
gssr-621	881	15	-	-	PUNCT
gssr-621	881	16	effectiveness	effectiveness	NOUN
gssr-621	881	17	of	of	ADP
gssr-621	881	18	glucose	glucose	NOUN
gssr-621	881	19	production	production	NOUN
gssr-621	881	20	.	.	PUNCT
gssr-621	882	1	one	one	NUM
gssr-621	882	2	of	of	ADP
gssr-621	882	3	the	the	DET
gssr-621	882	4	challenges	challenge	NOUN
gssr-621	882	5	lies	lie	VERB
gssr-621	882	6	in	in	ADP
gssr-621	882	7	the	the	DET
gssr-621	882	8	diverse	diverse	ADJ
gssr-621	882	9	nature	nature	NOUN
gssr-621	882	10	of	of	ADP
gssr-621	882	11	feedstock	feedstock	NOUN
gssr-621	882	12	sources	source	NOUN
gssr-621	882	13	for	for	ADP
gssr-621	882	14	glucose	glucose	NOUN
gssr-621	882	15	production	production	NOUN
gssr-621	882	16	(	(	PUNCT
gssr-621	882	17	bisht	bisht	NOUN
gssr-621	882	18	et	et	PROPN
gssr-621	882	19	al	al	PROPN
gssr-621	882	20	.	.	PROPN
gssr-621	882	21	,	,	PUNCT
gssr-621	882	22	2019	2019	NUM
gssr-621	882	23	)	)	PUNCT
gssr-621	882	24	.	.	PUNCT
gssr-621	883	1	different	different	ADJ
gssr-621	883	2	biomass	biomass	NOUN
gssr-621	883	3	sources	source	NOUN
gssr-621	883	4	,	,	PUNCT
gssr-621	883	5	such	such	ADJ
gssr-621	883	6	as	as	ADP
gssr-621	883	7	agricultural	agricultural	ADJ
gssr-621	883	8	residues	residue	NOUN
gssr-621	883	9	,	,	PUNCT
gssr-621	883	10	energy	energy	NOUN
gssr-621	883	11	crops	crop	NOUN
gssr-621	883	12	,	,	PUNCT
gssr-621	883	13	food	food	NOUN
gssr-621	883	14	processing	processing	NOUN
gssr-621	883	15	waste	waste	NOUN
gssr-621	883	16	,	,	PUNCT
gssr-621	883	17	and	and	CCONJ
gssr-621	883	18	cellulosic	cellulosic	NOUN
gssr-621	883	19	biomass	biomass	NOUN
gssr-621	883	20	,	,	PUNCT
gssr-621	883	21	have	have	VERB
gssr-621	883	22	varying	vary	VERB
gssr-621	883	23	compositions	composition	NOUN
gssr-621	883	24	and	and	CCONJ
gssr-621	883	25	properties	property	NOUN
gssr-621	883	26	.	.	PUNCT
gssr-621	884	1	preprocessing	preprocesse	VERB
gssr-621	884	2	the	the	DET
gssr-621	884	3	feedstock	feedstock	NOUN
gssr-621	884	4	to	to	PART
gssr-621	884	5	remove	remove	VERB
gssr-621	884	6	impurities	impurity	NOUN
gssr-621	884	7	,	,	PUNCT
gssr-621	884	8	optimize	optimize	VERB
gssr-621	884	9	particle	particle	NOUN
gssr-621	884	10	size	size	NOUN
gssr-621	884	11	,	,	PUNCT
gssr-621	884	12	and	and	CCONJ
gssr-621	884	13	enhance	enhance	VERB
gssr-621	884	14	accessibility	accessibility	NOUN
gssr-621	884	15	of	of	ADP
gssr-621	884	16	the	the	DET
gssr-621	884	17	carbohydrates	carbohydrate	NOUN
gssr-621	884	18	is	be	AUX
gssr-621	884	19	a	a	DET
gssr-621	884	20	critical	critical	ADJ
gssr-621	884	21	step	step	NOUN
gssr-621	884	22	.	.	PUNCT
gssr-621	885	1	however	however	ADV
gssr-621	885	2	,	,	PUNCT
gssr-621	885	3	developing	develop	VERB
gssr-621	885	4	efficient	efficient	ADJ
gssr-621	885	5	and	and	CCONJ
gssr-621	885	6	scalable	scalable	ADJ
gssr-621	885	7	preprocessing	preprocessing	NOUN
gssr-621	885	8	technologies	technology	NOUN
gssr-621	885	9	that	that	PRON
gssr-621	885	10	can	can	AUX
gssr-621	885	11	handle	handle	VERB
gssr-621	885	12	different	different	ADJ
gssr-621	885	13	feedstocks	feedstock	NOUN
gssr-621	885	14	remains	remain	VERB
gssr-621	885	15	a	a	DET
gssr-621	885	16	challenge	challenge	NOUN
gssr-621	885	17	(	(	PUNCT
gssr-621	885	18	osman	osman	PROPN
gssr-621	885	19	et	et	PROPN
gssr-621	885	20	al	al	PROPN
gssr-621	885	21	.	.	PROPN
gssr-621	885	22	,	,	PUNCT
gssr-621	885	23	2021	2021	NUM
gssr-621	885	24	)	)	PUNCT
gssr-621	885	25	.	.	PUNCT
gssr-621	886	1	pretreatment	pretreatment	NOUN
gssr-621	886	2	is	be	AUX
gssr-621	886	3	essential	essential	ADJ
gssr-621	886	4	to	to	PART
gssr-621	886	5	break	break	VERB
gssr-621	886	6	down	down	ADP
gssr-621	886	7	the	the	DET
gssr-621	886	8	complex	complex	ADJ
gssr-621	886	9	structure	structure	NOUN
gssr-621	886	10	of	of	ADP
gssr-621	886	11	biomass	biomass	NOUN
gssr-621	886	12	and	and	CCONJ
gssr-621	886	13	make	make	VERB
gssr-621	886	14	carbohydrates	carbohydrate	NOUN
gssr-621	886	15	more	more	ADV
gssr-621	886	16	accessible	accessible	ADJ
gssr-621	886	17	for	for	ADP
gssr-621	886	18	enzymatic	enzymatic	ADJ
gssr-621	886	19	or	or	CCONJ
gssr-621	886	20	acid	acid	ADJ
gssr-621	886	21	hydrolysis	hydrolysis	NOUN
gssr-621	886	22	.	.	PUNCT
gssr-621	887	1	achieving	achieve	VERB
gssr-621	887	2	an	an	DET
gssr-621	887	3	optimal	optimal	ADJ
gssr-621	887	4	balance	balance	NOUN
gssr-621	887	5	between	between	ADP
gssr-621	887	6	efficient	efficient	ADJ
gssr-621	887	7	pretreatment	pretreatment	NOUN
gssr-621	887	8	and	and	CCONJ
gssr-621	887	9	minimal	minimal	ADJ
gssr-621	887	10	formation	formation	NOUN
gssr-621	887	11	of	of	ADP
gssr-621	887	12	inhibitors	inhibitor	NOUN
gssr-621	887	13	or	or	CCONJ
gssr-621	887	14	degradation	degradation	NOUN
gssr-621	887	15	products	product	NOUN
gssr-621	887	16	is	be	AUX
gssr-621	887	17	a	a	DET
gssr-621	887	18	technological	technological	ADJ
gssr-621	887	19	challenge	challenge	NOUN
gssr-621	887	20	(	(	PUNCT
gssr-621	887	21	ansanay	ansanay	ADV
gssr-621	887	22	et	et	PROPN
gssr-621	887	23	al	al	PROPN
gssr-621	887	24	.	.	PROPN
gssr-621	887	25	,	,	PUNCT
gssr-621	887	26	2021	2021	NUM
gssr-621	887	27	)	)	PUNCT
gssr-621	887	28	.	.	PUNCT
gssr-621	888	1	similarly	similarly	ADV
gssr-621	888	2	,	,	PUNCT
gssr-621	888	3	enhancing	enhance	VERB
gssr-621	888	4	the	the	DET
gssr-621	888	5	efficiency	efficiency	NOUN
gssr-621	888	6	of	of	ADP
gssr-621	888	7	enzymatic	enzymatic	ADJ
gssr-621	888	8	hydrolysis	hydrolysis	NOUN
gssr-621	888	9	or	or	CCONJ
gssr-621	888	10	acid	acid	NOUN
gssr-621	888	11	hydrolysis	hydrolysis	NOUN
gssr-621	888	12	to	to	PART
gssr-621	888	13	achieve	achieve	VERB
gssr-621	888	14	high	high	ADJ
gssr-621	888	15	glucose	glucose	NOUN
gssr-621	888	16	yields	yield	NOUN
gssr-621	888	17	while	while	SCONJ
gssr-621	888	18	minimizing	minimize	VERB
gssr-621	888	19	enzyme	enzyme	NOUN
gssr-621	888	20	requirements	requirement	NOUN
gssr-621	888	21	or	or	CCONJ
gssr-621	888	22	acid	acid	NOUN
gssr-621	888	23	usage	usage	NOUN
gssr-621	888	24	is	be	AUX
gssr-621	888	25	a	a	DET
gssr-621	888	26	continual	continual	ADJ
gssr-621	888	27	focus	focus	NOUN
gssr-621	888	28	of	of	ADP
gssr-621	888	29	research	research	NOUN
gssr-621	888	30	and	and	CCONJ
gssr-621	888	31	development	development	NOUN
gssr-621	888	32	(	(	PUNCT
gssr-621	888	33	ebikade	ebikade	NOUN
gssr-621	888	34	et	et	PROPN
gssr-621	888	35	al	al	PROPN
gssr-621	888	36	.	.	PROPN
gssr-621	888	37	,	,	PUNCT
gssr-621	888	38	2018	2018	NUM
gssr-621	888	39	)	)	PUNCT
gssr-621	888	40	.	.	PUNCT
gssr-621	889	1	enzymes	enzyme	NOUN
gssr-621	889	2	play	play	VERB
gssr-621	889	3	a	a	DET
gssr-621	889	4	vital	vital	ADJ
gssr-621	889	5	role	role	NOUN
gssr-621	889	6	in	in	ADP
gssr-621	889	7	the	the	DET
gssr-621	889	8	hydrolysis	hydrolysis	NOUN
gssr-621	889	9	of	of	ADP
gssr-621	889	10	carbohydrates	carbohydrate	NOUN
gssr-621	889	11	to	to	PART
gssr-621	889	12	glucose	glucose	VERB
gssr-621	889	13	.	.	PUNCT
gssr-621	890	1	however	however	ADV
gssr-621	890	2	,	,	PUNCT
gssr-621	890	3	the	the	DET
gssr-621	890	4	cost	cost	NOUN
gssr-621	890	5	of	of	ADP
gssr-621	890	6	enzymes	enzyme	NOUN
gssr-621	890	7	can	can	AUX
gssr-621	890	8	be	be	AUX
gssr-621	890	9	a	a	DET
gssr-621	890	10	significant	significant	ADJ
gssr-621	890	11	barrier	barrier	NOUN
gssr-621	890	12	to	to	ADP
gssr-621	890	13	large	large	ADJ
gssr-621	890	14	-	-	PUNCT
gssr-621	890	15	scale	scale	NOUN
gssr-621	890	16	glucose	glucose	NOUN
gssr-621	890	17	production	production	NOUN
gssr-621	890	18	.	.	PUNCT
gssr-621	891	1	developing	develop	VERB
gssr-621	891	2	robust	robust	ADJ
gssr-621	891	3	and	and	CCONJ
gssr-621	891	4	efficient	efficient	ADJ
gssr-621	891	5	enzyme	enzyme	NOUN
gssr-621	891	6	systems	system	NOUN
gssr-621	891	7	that	that	PRON
gssr-621	891	8	can	can	AUX
gssr-621	891	9	work	work	VERB
gssr-621	891	10	under	under	ADP
gssr-621	891	11	a	a	DET
gssr-621	891	12	wide	wide	ADJ
gssr-621	891	13	range	range	NOUN
gssr-621	891	14	of	of	ADP
gssr-621	891	15	conditions	condition	NOUN
gssr-621	891	16	,	,	PUNCT
gssr-621	891	17	improving	improve	VERB
gssr-621	891	18	enzyme	enzyme	NOUN
gssr-621	891	19	stability	stability	NOUN
gssr-621	891	20	and	and	CCONJ
gssr-621	891	21	longevity	longevity	NOUN
gssr-621	891	22	,	,	PUNCT
gssr-621	891	23	and	and	CCONJ
gssr-621	891	24	reducing	reduce	VERB
gssr-621	891	25	enzyme	enzyme	NOUN
gssr-621	891	26	costs	cost	NOUN
gssr-621	891	27	through	through	ADP
gssr-621	891	28	advances	advance	NOUN
gssr-621	891	29	in	in	ADP
gssr-621	891	30	enzyme	enzyme	NOUN
gssr-621	891	31	engineering	engineering	NOUN
gssr-621	891	32	and	and	CCONJ
gssr-621	891	33	bioprocessing	bioprocessing	NOUN
gssr-621	891	34	are	be	AUX
gssr-621	891	35	ongoing	ongoing	ADJ
gssr-621	891	36	challenges	challenge	NOUN
gssr-621	891	37	(	(	PUNCT
gssr-621	891	38	rocha	rocha	PROPN
gssr-621	891	39	et	et	PROPN
gssr-621	891	40	al	al	PROPN
gssr-621	891	41	.	.	PROPN
gssr-621	891	42	,	,	PUNCT
gssr-621	891	43	2022	2022	NUM
gssr-621	891	44	)	)	PUNCT
gssr-621	891	45	.	.	PUNCT
gssr-621	892	1	in	in	ADP
gssr-621	892	2	the	the	DET
gssr-621	892	3	case	case	NOUN
gssr-621	892	4	of	of	ADP
gssr-621	892	5	fermentation	fermentation	NOUN
gssr-621	892	6	-	-	PUNCT
gssr-621	892	7	based	base	VERB
gssr-621	892	8	glucose	glucose	NOUN
gssr-621	892	9	production	production	NOUN
gssr-621	892	10	,	,	PUNCT
gssr-621	892	11	selecting	select	VERB
gssr-621	892	12	suitable	suitable	ADJ
gssr-621	892	13	microbial	microbial	ADJ
gssr-621	892	14	strains	strain	NOUN
gssr-621	892	15	that	that	PRON
gssr-621	892	16	can	can	AUX
gssr-621	892	17	efficiently	efficiently	ADV
gssr-621	892	18	convert	convert	VERB
gssr-621	892	19	glucose	glucose	NOUN
gssr-621	892	20	into	into	ADP
gssr-621	892	21	desired	desire	VERB
gssr-621	892	22	products	product	NOUN
gssr-621	892	23	,	,	PUNCT
gssr-621	892	24	such	such	ADJ
gssr-621	892	25	as	as	ADP
gssr-621	892	26	bioethanol	bioethanol	NOUN
gssr-621	892	27	or	or	CCONJ
gssr-621	892	28	biochemicals	biochemical	NOUN
gssr-621	892	29	,	,	PUNCT
gssr-621	892	30	is	be	AUX
gssr-621	892	31	crucial	crucial	ADJ
gssr-621	892	32	.	.	PUNCT
gssr-621	893	1	improving	improve	VERB
gssr-621	893	2	fermentation	fermentation	NOUN
gssr-621	893	3	efficiency	efficiency	NOUN
gssr-621	893	4	,	,	PUNCT
gssr-621	893	5	including	include	VERB
gssr-621	893	6	higher	high	ADJ
gssr-621	893	7	product	product	NOUN
gssr-621	893	8	yields	yield	NOUN
gssr-621	893	9	,	,	PUNCT
gssr-621	893	10	faster	fast	ADJ
gssr-621	893	11	fermentation	fermentation	NOUN
gssr-621	893	12	rates	rate	NOUN
gssr-621	893	13	,	,	PUNCT
gssr-621	893	14	and	and	CCONJ
gssr-621	893	15	better	well	ADJ
gssr-621	893	16	tolerance	tolerance	NOUN
gssr-621	893	17	to	to	ADP
gssr-621	893	18	inhibitors	inhibitor	NOUN
gssr-621	893	19	,	,	PUNCT
gssr-621	893	20	remains	remain	VERB
gssr-621	893	21	a	a	DET
gssr-621	893	22	challenge	challenge	NOUN
gssr-621	893	23	(	(	PUNCT
gssr-621	893	24	yassien	yassien	PROPN
gssr-621	893	25	&	&	CCONJ
gssr-621	893	26	jiman	jiman	PROPN
gssr-621	893	27	-	-	PUNCT
gssr-621	893	28	fatani	fatani	PROPN
gssr-621	893	29	,	,	PUNCT
gssr-621	893	30	2023	2023	NUM
gssr-621	893	31	)	)	PUNCT
gssr-621	893	32	.	.	PUNCT
gssr-621	894	1	genetic	genetic	ADJ
gssr-621	894	2	engineering	engineering	NOUN
gssr-621	894	3	and	and	CCONJ
gssr-621	894	4	strain	strain	NOUN
gssr-621	894	5	optimization	optimization	NOUN
gssr-621	894	6	techniques	technique	NOUN
gssr-621	894	7	are	be	AUX
gssr-621	894	8	being	be	AUX
gssr-621	894	9	explored	explore	VERB
gssr-621	894	10	to	to	PART
gssr-621	894	11	enhance	enhance	VERB
gssr-621	894	12	microbial	microbial	ADJ
gssr-621	894	13	performance	performance	NOUN
gssr-621	894	14	and	and	CCONJ
gssr-621	894	15	address	address	VERB
gssr-621	894	16	these	these	DET
gssr-621	894	17	challenges	challenge	NOUN
gssr-621	894	18	.	.	PUNCT
gssr-621	895	1	integrating	integrate	VERB
gssr-621	895	2	different	different	ADJ
gssr-621	895	3	process	process	NOUN
gssr-621	895	4	steps	step	NOUN
gssr-621	895	5	,	,	PUNCT
gssr-621	895	6	optimizing	optimize	VERB
gssr-621	895	7	their	their	PRON
gssr-621	895	8	interaction	interaction	NOUN
gssr-621	895	9	,	,	PUNCT
gssr-621	895	10	and	and	CCONJ
gssr-621	895	11	achieving	achieve	VERB
gssr-621	895	12	efficient	efficient	ADJ
gssr-621	895	13	process	process	NOUN
gssr-621	895	14	integration	integration	NOUN
gssr-621	895	15	are	be	AUX
gssr-621	895	16	essential	essential	ADJ
gssr-621	895	17	for	for	ADP
gssr-621	895	18	glucose	glucose	NOUN
gssr-621	895	19	production	production	NOUN
gssr-621	895	20	.	.	PUNCT
gssr-621	896	1	scaling	scale	VERB
gssr-621	896	2	up	up	ADP
gssr-621	896	3	the	the	DET
gssr-621	896	4	glucose	glucose	NOUN
gssr-621	896	5	production	production	NOUN
gssr-621	896	6	process	process	NOUN
gssr-621	896	7	from	from	ADP
gssr-621	896	8	lab	lab	NOUN
gssr-621	896	9	-	-	PUNCT
gssr-621	896	10	scale	scale	NOUN
gssr-621	896	11	to	to	ADP
gssr-621	896	12	commercial	commercial	ADJ
gssr-621	896	13	scale	scale	NOUN
gssr-621	896	14	poses	pose	VERB
gssr-621	896	15	additional	additional	ADJ
gssr-621	896	16	challenges	challenge	NOUN
gssr-621	896	17	,	,	PUNCT
gssr-621	896	18	such	such	ADJ
gssr-621	896	19	as	as	ADP
gssr-621	896	20	maintaining	maintain	VERB
gssr-621	896	21	consistent	consistent	ADJ
gssr-621	896	22	performance	performance	NOUN
gssr-621	896	23	,	,	PUNCT
gssr-621	896	24	ensuring	ensure	VERB
gssr-621	896	25	cost	cost	NOUN
gssr-621	896	26	-	-	PUNCT
gssr-621	896	27	effectiveness	effectiveness	NOUN
gssr-621	896	28	,	,	PUNCT
gssr-621	896	29	and	and	CCONJ
gssr-621	896	30	addressing	address	VERB
gssr-621	896	31	engineering	engineering	NOUN
gssr-621	896	32	and	and	CCONJ
gssr-621	896	33	logistical	logistical	ADJ
gssr-621	896	34	considerations	consideration	NOUN
gssr-621	896	35	.	.	PUNCT
gssr-621	897	1	glucose	glucose	NOUN
gssr-621	897	2	production	production	NOUN
gssr-621	897	3	generates	generate	VERB
gssr-621	897	4	various	various	ADJ
gssr-621	897	5	byproducts	byproduct	NOUN
gssr-621	897	6	and	and	CCONJ
gssr-621	897	7	waste	waste	NOUN
gssr-621	897	8	streams	stream	NOUN
gssr-621	897	9	that	that	PRON
gssr-621	897	10	require	require	VERB
gssr-621	897	11	proper	proper	ADJ
gssr-621	897	12	management	management	NOUN
gssr-621	897	13	.	.	PUNCT
gssr-621	898	1	treating	treat	VERB
gssr-621	898	2	and	and	CCONJ
gssr-621	898	3	utilizing	utilize	VERB
gssr-621	898	4	these	these	DET
gssr-621	898	5	waste	waste	NOUN
gssr-621	898	6	streams	stream	NOUN
gssr-621	898	7	in	in	ADP
gssr-621	898	8	an	an	DET
gssr-621	898	9	environmentally	environmentally	ADV
gssr-621	898	10	sustainable	sustainable	ADJ
gssr-621	898	11	manner	manner	NOUN
gssr-621	898	12	is	be	AUX
gssr-621	898	13	a	a	DET
gssr-621	898	14	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	898	15	global	global	ADJ
gssr-621	898	16	sustainability	sustainability	NOUN
gssr-621	898	17	research	research	NOUN
gssr-621	898	18	global	global	ADJ
gssr-621	898	19	scientific	scientific	ADJ
gssr-621	898	20	research	research	NOUN
gssr-621	898	21	113	113	NUM
gssr-621	898	22	challenge	challenge	NOUN
gssr-621	898	23	(	(	PUNCT
gssr-621	898	24	zhu	zhu	PROPN
gssr-621	898	25	&	&	CCONJ
gssr-621	898	26	pan	pan	PROPN
gssr-621	898	27	,	,	PUNCT
gssr-621	898	28	2022	2022	NUM
gssr-621	898	29	)	)	PUNCT
gssr-621	898	30	.	.	PUNCT
gssr-621	899	1	developing	develop	VERB
gssr-621	899	2	efficient	efficient	ADJ
gssr-621	899	3	strategies	strategy	NOUN
gssr-621	899	4	for	for	ADP
gssr-621	899	5	waste	waste	NOUN
gssr-621	899	6	treatment	treatment	NOUN
gssr-621	899	7	,	,	PUNCT
gssr-621	899	8	including	include	VERB
gssr-621	899	9	recycling	recycling	NOUN
gssr-621	899	10	,	,	PUNCT
gssr-621	899	11	valorization	valorization	NOUN
gssr-621	899	12	,	,	PUNCT
gssr-621	899	13	or	or	CCONJ
gssr-621	899	14	conversion	conversion	NOUN
gssr-621	899	15	into	into	ADP
gssr-621	899	16	value	value	NOUN
gssr-621	899	17	-	-	PUNCT
gssr-621	899	18	added	add	VERB
gssr-621	899	19	products	product	NOUN
gssr-621	899	20	,	,	PUNCT
gssr-621	899	21	is	be	AUX
gssr-621	899	22	essential	essential	ADJ
gssr-621	899	23	to	to	PART
gssr-621	899	24	minimize	minimize	VERB
gssr-621	899	25	the	the	DET
gssr-621	899	26	environmental	environmental	ADJ
gssr-621	899	27	footprint	footprint	NOUN
gssr-621	899	28	of	of	ADP
gssr-621	899	29	glucose	glucose	NOUN
gssr-621	899	30	production	production	NOUN
gssr-621	899	31	.	.	PUNCT
gssr-621	900	1	accurate	accurate	ADJ
gssr-621	900	2	monitoring	monitoring	NOUN
gssr-621	900	3	and	and	CCONJ
gssr-621	900	4	control	control	NOUN
gssr-621	900	5	of	of	ADP
gssr-621	900	6	various	various	ADJ
gssr-621	900	7	process	process	NOUN
gssr-621	900	8	parameters	parameter	NOUN
gssr-621	900	9	,	,	PUNCT
gssr-621	900	10	such	such	ADJ
gssr-621	900	11	as	as	ADP
gssr-621	900	12	temperature	temperature	NOUN
gssr-621	900	13	,	,	PUNCT
gssr-621	900	14	ph	ph	ADJ
gssr-621	900	15	,	,	PUNCT
gssr-621	900	16	enzyme	enzyme	NOUN
gssr-621	900	17	dosage	dosage	NOUN
gssr-621	900	18	,	,	PUNCT
gssr-621	900	19	and	and	CCONJ
gssr-621	900	20	fermentation	fermentation	NOUN
gssr-621	900	21	conditions	condition	NOUN
gssr-621	900	22	,	,	PUNCT
gssr-621	900	23	are	be	AUX
gssr-621	900	24	crucial	crucial	ADJ
gssr-621	900	25	for	for	ADP
gssr-621	900	26	optimizing	optimize	VERB
gssr-621	900	27	glucose	glucose	NOUN
gssr-621	900	28	production	production	NOUN
gssr-621	900	29	(	(	PUNCT
gssr-621	900	30	tagougui	tagougui	NOUN
gssr-621	900	31	et	et	PROPN
gssr-621	900	32	al	al	PROPN
gssr-621	900	33	.	.	PROPN
gssr-621	900	34	,	,	PUNCT
gssr-621	900	35	2018	2018	NUM
gssr-621	900	36	)	)	PUNCT
gssr-621	900	37	.	.	PUNCT
gssr-621	901	1	implementing	implement	VERB
gssr-621	901	2	advanced	advanced	ADJ
gssr-621	901	3	process	process	NOUN
gssr-621	901	4	monitoring	monitor	VERB
gssr-621	901	5	techniques	technique	NOUN
gssr-621	901	6	,	,	PUNCT
gssr-621	901	7	real	real	ADJ
gssr-621	901	8	-	-	PUNCT
gssr-621	901	9	time	time	NOUN
gssr-621	901	10	control	control	NOUN
gssr-621	901	11	systems	system	NOUN
gssr-621	901	12	,	,	PUNCT
gssr-621	901	13	and	and	CCONJ
gssr-621	901	14	automation	automation	NOUN
gssr-621	901	15	technologies	technology	NOUN
gssr-621	901	16	to	to	PART
gssr-621	901	17	ensure	ensure	VERB
gssr-621	901	18	consistent	consistent	ADJ
gssr-621	901	19	and	and	CCONJ
gssr-621	901	20	efficient	efficient	ADJ
gssr-621	901	21	production	production	NOUN
gssr-621	901	22	is	be	AUX
gssr-621	901	23	a	a	DET
gssr-621	901	24	technological	technological	ADJ
gssr-621	901	25	challenge	challenge	NOUN
gssr-621	901	26	(	(	PUNCT
gssr-621	901	27	bisht	bisht	NOUN
gssr-621	901	28	et	et	PROPN
gssr-621	901	29	al	al	PROPN
gssr-621	901	30	.	.	PROPN
gssr-621	901	31	,	,	PUNCT
gssr-621	901	32	2019	2019	NUM
gssr-621	901	33	;	;	PUNCT
gssr-621	901	34	didyuk	didyuk	NOUN
gssr-621	901	35	et	et	PROPN
gssr-621	901	36	al	al	PROPN
gssr-621	901	37	.	.	PROPN
gssr-621	901	38	,	,	PUNCT
gssr-621	901	39	2021	2021	NUM
gssr-621	901	40	)	)	PUNCT
gssr-621	901	41	.	.	PUNCT
gssr-621	902	1	glucose	glucose	NOUN
gssr-621	902	2	production	production	NOUN
gssr-621	902	3	must	must	AUX
gssr-621	902	4	be	be	AUX
gssr-621	902	5	economically	economically	ADV
gssr-621	902	6	viable	viable	ADJ
gssr-621	902	7	to	to	PART
gssr-621	902	8	compete	compete	VERB
gssr-621	902	9	with	with	ADP
gssr-621	902	10	traditional	traditional	ADJ
gssr-621	902	11	production	production	NOUN
gssr-621	902	12	methods	method	NOUN
gssr-621	902	13	(	(	PUNCT
gssr-621	902	14	zhu	zhu	PROPN
gssr-621	902	15	&	&	CCONJ
gssr-621	902	16	pan	pan	PROPN
gssr-621	902	17	,	,	PUNCT
gssr-621	902	18	2022	2022	NUM
gssr-621	902	19	)	)	PUNCT
gssr-621	902	20	.	.	PUNCT
gssr-621	903	1	techno	techno	NOUN
gssr-621	903	2	-	-	PUNCT
gssr-621	903	3	economic	economic	ADJ
gssr-621	903	4	analysis	analysis	NOUN
gssr-621	903	5	,	,	PUNCT
gssr-621	903	6	including	include	VERB
gssr-621	903	7	factors	factor	NOUN
gssr-621	903	8	such	such	ADJ
gssr-621	903	9	as	as	ADP
gssr-621	903	10	capital	capital	NOUN
gssr-621	903	11	and	and	CCONJ
gssr-621	903	12	operational	operational	ADJ
gssr-621	903	13	costs	cost	NOUN
gssr-621	903	14	,	,	PUNCT
gssr-621	903	15	feedstock	feedstock	NOUN
gssr-621	903	16	availability	availability	NOUN
gssr-621	903	17	,	,	PUNCT
gssr-621	903	18	product	product	NOUN
gssr-621	903	19	yields	yield	NOUN
gssr-621	903	20	,	,	PUNCT
gssr-621	903	21	and	and	CCONJ
gssr-621	903	22	market	market	NOUN
gssr-621	903	23	demand	demand	NOUN
gssr-621	903	24	,	,	PUNCT
gssr-621	903	25	must	must	AUX
gssr-621	903	26	be	be	AUX
gssr-621	903	27	considered	consider	VERB
gssr-621	903	28	.	.	PUNCT
gssr-621	904	1	balancing	balance	VERB
gssr-621	904	2	the	the	DET
gssr-621	904	3	costs	cost	NOUN
gssr-621	904	4	and	and	CCONJ
gssr-621	904	5	benefits	benefit	NOUN
gssr-621	904	6	of	of	ADP
gssr-621	904	7	different	different	ADJ
gssr-621	904	8	process	process	NOUN
gssr-621	904	9	parameters	parameter	NOUN
gssr-621	904	10	and	and	CCONJ
gssr-621	904	11	optimizing	optimize	VERB
gssr-621	904	12	the	the	DET
gssr-621	904	13	overall	overall	ADJ
gssr-621	904	14	process	process	NOUN
gssr-621	904	15	economics	economic	NOUN
gssr-621	904	16	remains	remain	VERB
gssr-621	904	17	a	a	DET
gssr-621	904	18	challenge	challenge	NOUN
gssr-621	904	19	.	.	PUNCT
gssr-621	905	1	addressing	address	VERB
gssr-621	905	2	these	these	DET
gssr-621	905	3	technological	technological	ADJ
gssr-621	905	4	challenges	challenge	NOUN
gssr-621	905	5	requires	require	VERB
gssr-621	905	6	interdisciplinary	interdisciplinary	ADJ
gssr-621	905	7	research	research	NOUN
gssr-621	905	8	and	and	CCONJ
gssr-621	905	9	collaboration	collaboration	NOUN
gssr-621	905	10	among	among	ADP
gssr-621	905	11	scientists	scientist	NOUN
gssr-621	905	12	,	,	PUNCT
gssr-621	905	13	engineers	engineer	NOUN
gssr-621	905	14	,	,	PUNCT
gssr-621	905	15	and	and	CCONJ
gssr-621	905	16	industry	industry	NOUN
gssr-621	905	17	stakeholders	stakeholder	NOUN
gssr-621	905	18	.	.	PUNCT
gssr-621	906	1	continued	continue	VERB
gssr-621	906	2	advancements	advancement	NOUN
gssr-621	906	3	in	in	ADP
gssr-621	906	4	biotechnology	biotechnology	NOUN
gssr-621	906	5	,	,	PUNCT
gssr-621	906	6	enzymology	enzymology	NOUN
gssr-621	906	7	,	,	PUNCT
gssr-621	906	8	process	process	NOUN
gssr-621	906	9	engineering	engineering	NOUN
gssr-621	906	10	,	,	PUNCT
gssr-621	906	11	and	and	CCONJ
gssr-621	906	12	automation	automation	NOUN
gssr-621	906	13	are	be	AUX
gssr-621	906	14	essential	essential	ADJ
gssr-621	906	15	for	for	ADP
gssr-621	906	16	overcoming	overcome	VERB
gssr-621	906	17	these	these	DET
gssr-621	906	18	challenges	challenge	NOUN
gssr-621	906	19	and	and	CCONJ
gssr-621	906	20	driving	drive	VERB
gssr-621	906	21	the	the	DET
gssr-621	906	22	development	development	NOUN
gssr-621	906	23	of	of	ADP
gssr-621	906	24	efficient	efficient	ADJ
gssr-621	906	25	,	,	PUNCT
gssr-621	906	26	sustainable	sustainable	ADJ
gssr-621	906	27	,	,	PUNCT
gssr-621	906	28	and	and	CCONJ
gssr-621	906	29	economically	economically	ADV
gssr-621	906	30	viable	viable	ADJ
gssr-621	906	31	glucose	glucose	NOUN
gssr-621	906	32	production	production	NOUN
gssr-621	906	33	technologies	technology	NOUN
gssr-621	906	34	(	(	PUNCT
gssr-621	906	35	bauer	bauer	PROPN
gssr-621	906	36	et	et	PROPN
gssr-621	906	37	al	al	PROPN
gssr-621	906	38	.	.	PROPN
gssr-621	906	39	,	,	PUNCT
gssr-621	906	40	2022	2022	NUM
gssr-621	906	41	;	;	PUNCT
gssr-621	906	42	tagougui	tagougui	NOUN
gssr-621	906	43	et	et	PROPN
gssr-621	906	44	al	al	PROPN
gssr-621	906	45	.	.	PROPN
gssr-621	906	46	,	,	PUNCT
gssr-621	906	47	2018	2018	NUM
gssr-621	906	48	)	)	PUNCT
gssr-621	906	49	.	.	PUNCT
gssr-621	907	1	conclusion	conclusion	NOUN
gssr-621	907	2	investigation	investigation	NOUN
gssr-621	907	3	and	and	CCONJ
gssr-621	907	4	optimization	optimization	NOUN
gssr-621	907	5	of	of	ADP
gssr-621	907	6	glucose	glucose	NOUN
gssr-621	907	7	production	production	NOUN
gssr-621	907	8	via	via	ADP
gssr-621	907	9	multiple	multiple	ADJ
gssr-621	907	10	biochemical	biochemical	ADJ
gssr-621	907	11	processes	process	NOUN
gssr-621	907	12	and	and	CCONJ
gssr-621	907	13	sustainable	sustainable	ADJ
gssr-621	907	14	feedstock	feedstock	NOUN
gssr-621	907	15	sources	source	NOUN
gssr-621	907	16	has	have	AUX
gssr-621	907	17	yielded	yield	VERB
gssr-621	907	18	substantial	substantial	ADJ
gssr-621	907	19	insights	insight	NOUN
gssr-621	907	20	and	and	CCONJ
gssr-621	907	21	possible	possible	ADJ
gssr-621	907	22	opportunities	opportunity	NOUN
gssr-621	907	23	.	.	PUNCT
gssr-621	908	1	as	as	ADP
gssr-621	908	2	a	a	DET
gssr-621	908	3	critical	critical	ADJ
gssr-621	908	4	biomolecule	biomolecule	NOUN
gssr-621	908	5	and	and	CCONJ
gssr-621	908	6	renewable	renewable	ADJ
gssr-621	908	7	energy	energy	NOUN
gssr-621	908	8	source	source	NOUN
gssr-621	908	9	,	,	PUNCT
gssr-621	908	10	glucose	glucose	NOUN
gssr-621	908	11	holds	hold	VERB
gssr-621	908	12	great	great	ADJ
gssr-621	908	13	promise	promise	NOUN
gssr-621	908	14	for	for	ADP
gssr-621	908	15	meeting	meet	VERB
gssr-621	908	16	the	the	DET
gssr-621	908	17	growing	grow	VERB
gssr-621	908	18	demands	demand	NOUN
gssr-621	908	19	of	of	ADP
gssr-621	908	20	a	a	DET
gssr-621	908	21	sustainable	sustainable	ADJ
gssr-621	908	22	and	and	CCONJ
gssr-621	908	23	environmentally	environmentally	ADV
gssr-621	908	24	conscious	conscious	ADJ
gssr-621	908	25	world	world	NOUN
gssr-621	908	26	.	.	PUNCT
gssr-621	909	1	the	the	DET
gssr-621	909	2	research	research	NOUN
gssr-621	909	3	looked	look	VERB
gssr-621	909	4	on	on	ADP
gssr-621	909	5	the	the	DET
gssr-621	909	6	kinetics	kinetic	NOUN
gssr-621	909	7	and	and	CCONJ
gssr-621	909	8	efficiency	efficiency	NOUN
gssr-621	909	9	of	of	ADP
gssr-621	909	10	enzymatic	enzymatic	ADJ
gssr-621	909	11	hydrolysis	hydrolysis	NOUN
gssr-621	909	12	,	,	PUNCT
gssr-621	909	13	acid	acid	NOUN
gssr-621	909	14	hydrolysis	hydrolysis	NOUN
gssr-621	909	15	,	,	PUNCT
gssr-621	909	16	and	and	CCONJ
gssr-621	909	17	fermentation	fermentation	NOUN
gssr-621	909	18	routes	route	NOUN
gssr-621	909	19	.	.	PUNCT
gssr-621	910	1	researchers	researcher	NOUN
gssr-621	910	2	can	can	AUX
gssr-621	910	3	create	create	VERB
gssr-621	910	4	novel	novel	ADJ
gssr-621	910	5	techniques	technique	NOUN
gssr-621	910	6	to	to	PART
gssr-621	910	7	improve	improve	VERB
gssr-621	910	8	glucose	glucose	NOUN
gssr-621	910	9	synthesis	synthesis	NOUN
gssr-621	910	10	and	and	CCONJ
gssr-621	910	11	utilization	utilization	NOUN
gssr-621	910	12	by	by	ADP
gssr-621	910	13	better	well	ADJ
gssr-621	910	14	understanding	understand	VERB
gssr-621	910	15	these	these	DET
gssr-621	910	16	mechanisms	mechanism	NOUN
gssr-621	910	17	.	.	PUNCT
gssr-621	911	1	the	the	DET
gssr-621	911	2	evaluation	evaluation	NOUN
gssr-621	911	3	of	of	ADP
gssr-621	911	4	various	various	ADJ
gssr-621	911	5	feedstock	feedstock	NOUN
gssr-621	911	6	sources	source	NOUN
gssr-621	911	7	,	,	PUNCT
gssr-621	911	8	such	such	ADJ
gssr-621	911	9	as	as	ADP
gssr-621	911	10	agricultural	agricultural	ADJ
gssr-621	911	11	residues	residue	NOUN
gssr-621	911	12	,	,	PUNCT
gssr-621	911	13	forest	forest	NOUN
gssr-621	911	14	biomass	biomass	NOUN
gssr-621	911	15	,	,	PUNCT
gssr-621	911	16	algal	algal	ADJ
gssr-621	911	17	biomass	biomass	NOUN
gssr-621	911	18	,	,	PUNCT
gssr-621	911	19	and	and	CCONJ
gssr-621	911	20	food	food	NOUN
gssr-621	911	21	waste	waste	NOUN
gssr-621	911	22	,	,	PUNCT
gssr-621	911	23	has	have	AUX
gssr-621	911	24	offered	offer	VERB
gssr-621	911	25	significant	significant	ADJ
gssr-621	911	26	information	information	NOUN
gssr-621	911	27	for	for	ADP
gssr-621	911	28	the	the	DET
gssr-621	911	29	selection	selection	NOUN
gssr-621	911	30	of	of	ADP
gssr-621	911	31	sustainable	sustainable	ADJ
gssr-621	911	32	feedstock	feedstock	NOUN
gssr-621	911	33	.	.	PUNCT
gssr-621	912	1	industries	industry	NOUN
gssr-621	912	2	can	can	AUX
gssr-621	912	3	lessen	lessen	VERB
gssr-621	912	4	their	their	PRON
gssr-621	912	5	environmental	environmental	ADJ
gssr-621	912	6	impact	impact	NOUN
gssr-621	912	7	and	and	CCONJ
gssr-621	912	8	contribute	contribute	VERB
gssr-621	912	9	to	to	ADP
gssr-621	912	10	a	a	DET
gssr-621	912	11	circular	circular	ADJ
gssr-621	912	12	bioeconomy	bioeconomy	NOUN
gssr-621	912	13	by	by	ADP
gssr-621	912	14	utilizing	utilize	VERB
gssr-621	912	15	locally	locally	ADV
gssr-621	912	16	sourced	source	VERB
gssr-621	912	17	materials	material	NOUN
gssr-621	912	18	.	.	PUNCT
gssr-621	913	1	optimization	optimization	NOUN
gssr-621	913	2	tactics	tactic	NOUN
gssr-621	913	3	were	be	AUX
gssr-621	913	4	critical	critical	ADJ
gssr-621	913	5	in	in	ADP
gssr-621	913	6	this	this	DET
gssr-621	913	7	study	study	NOUN
gssr-621	913	8	,	,	PUNCT
gssr-621	913	9	providing	provide	VERB
gssr-621	913	10	useful	useful	ADJ
gssr-621	913	11	insights	insight	NOUN
gssr-621	913	12	into	into	ADP
gssr-621	913	13	optimizing	optimize	VERB
gssr-621	913	14	glucose	glucose	NOUN
gssr-621	913	15	production	production	NOUN
gssr-621	913	16	systems	system	NOUN
gssr-621	913	17	.	.	PUNCT
gssr-621	914	1	statistical	statistical	ADJ
gssr-621	914	2	design	design	NOUN
gssr-621	914	3	of	of	ADP
gssr-621	914	4	experiments	experiment	NOUN
gssr-621	914	5	and	and	CCONJ
gssr-621	914	6	response	response	NOUN
gssr-621	914	7	surface	surface	NOUN
gssr-621	914	8	approach	approach	NOUN
gssr-621	914	9	have	have	AUX
gssr-621	914	10	paved	pave	VERB
gssr-621	914	11	the	the	DET
gssr-621	914	12	way	way	NOUN
gssr-621	914	13	for	for	ADP
gssr-621	914	14	more	more	ADV
gssr-621	914	15	efficient	efficient	ADJ
gssr-621	914	16	and	and	CCONJ
gssr-621	914	17	cost	cost	NOUN
gssr-621	914	18	-	-	PUNCT
gssr-621	914	19	effective	effective	ADJ
gssr-621	914	20	manufacturing	manufacturing	NOUN
gssr-621	914	21	procedures	procedure	NOUN
gssr-621	914	22	.	.	PUNCT
gssr-621	915	1	furthermore	furthermore	ADV
gssr-621	915	2	,	,	PUNCT
gssr-621	915	3	the	the	DET
gssr-621	915	4	techno	techno	NOUN
gssr-621	915	5	-	-	PUNCT
gssr-621	915	6	economic	economic	ADJ
gssr-621	915	7	analysis	analysis	NOUN
gssr-621	915	8	and	and	CCONJ
gssr-621	915	9	life	life	NOUN
gssr-621	915	10	cycle	cycle	NOUN
gssr-621	915	11	assessments	assessment	NOUN
gssr-621	915	12	have	have	AUX
gssr-621	915	13	highlighted	highlight	VERB
gssr-621	915	14	the	the	DET
gssr-621	915	15	need	need	NOUN
gssr-621	915	16	of	of	ADP
gssr-621	915	17	taking	take	VERB
gssr-621	915	18	both	both	CCONJ
gssr-621	915	19	environmental	environmental	ADJ
gssr-621	915	20	and	and	CCONJ
gssr-621	915	21	economic	economic	ADJ
gssr-621	915	22	factors	factor	NOUN
gssr-621	915	23	into	into	ADP
gssr-621	915	24	account	account	NOUN
gssr-621	915	25	when	when	SCONJ
gssr-621	915	26	evaluating	evaluate	VERB
gssr-621	915	27	glucose	glucose	NOUN
gssr-621	915	28	production	production	NOUN
gssr-621	915	29	technologies	technology	NOUN
gssr-621	915	30	.	.	PUNCT
gssr-621	916	1	sustainability	sustainability	NOUN
gssr-621	916	2	considerations	consideration	NOUN
gssr-621	916	3	are	be	AUX
gssr-621	916	4	critical	critical	ADJ
gssr-621	916	5	in	in	ADP
gssr-621	916	6	the	the	DET
gssr-621	916	7	quest	quest	NOUN
gssr-621	916	8	for	for	ADP
gssr-621	916	9	a	a	DET
gssr-621	916	10	greener	green	ADJ
gssr-621	916	11	,	,	PUNCT
gssr-621	916	12	more	more	ADV
gssr-621	916	13	resilient	resilient	ADJ
gssr-621	916	14	future	future	NOUN
gssr-621	916	15	.	.	PUNCT
gssr-621	917	1	this	this	DET
gssr-621	917	2	study	study	NOUN
gssr-621	917	3	's	's	PART
gssr-621	917	4	multidisciplinary	multidisciplinary	ADJ
gssr-621	917	5	approach	approach	NOUN
gssr-621	917	6	,	,	PUNCT
gssr-621	917	7	which	which	PRON
gssr-621	917	8	combined	combine	VERB
gssr-621	917	9	biochemical	biochemical	ADJ
gssr-621	917	10	insights	insight	NOUN
gssr-621	917	11	with	with	ADP
gssr-621	917	12	sustainability	sustainability	NOUN
gssr-621	917	13	considerations	consideration	NOUN
gssr-621	917	14	,	,	PUNCT
gssr-621	917	15	provided	provide	VERB
gssr-621	917	16	a	a	DET
gssr-621	917	17	comprehensive	comprehensive	ADJ
gssr-621	917	18	understanding	understanding	NOUN
gssr-621	917	19	of	of	ADP
gssr-621	917	20	glucose	glucose	NOUN
gssr-621	917	21	production	production	NOUN
gssr-621	917	22	.	.	PUNCT
gssr-621	918	1	it	it	PRON
gssr-621	918	2	has	have	AUX
gssr-621	918	3	bridged	bridge	VERB
gssr-621	918	4	the	the	DET
gssr-621	918	5	gap	gap	NOUN
gssr-621	918	6	between	between	ADP
gssr-621	918	7	scientific	scientific	ADJ
gssr-621	918	8	breakthroughs	breakthrough	NOUN
gssr-621	918	9	and	and	CCONJ
gssr-621	918	10	real	real	ADJ
gssr-621	918	11	-	-	PUNCT
gssr-621	918	12	world	world	NOUN
gssr-621	918	13	applications	application	NOUN
gssr-621	918	14	,	,	PUNCT
gssr-621	918	15	making	make	VERB
gssr-621	918	16	the	the	DET
gssr-621	918	17	research	research	NOUN
gssr-621	918	18	relevant	relevant	ADJ
gssr-621	918	19	to	to	ADP
gssr-621	918	20	both	both	DET
gssr-621	918	21	industries	industry	NOUN
gssr-621	918	22	and	and	CCONJ
gssr-621	918	23	politicians	politician	NOUN
gssr-621	918	24	.	.	PUNCT
gssr-621	919	1	as	as	SCONJ
gssr-621	919	2	we	we	PRON
gssr-621	919	3	progress	progress	VERB
gssr-621	919	4	toward	toward	ADP
gssr-621	919	5	a	a	DET
gssr-621	919	6	more	more	ADV
gssr-621	919	7	sustainable	sustainable	ADJ
gssr-621	919	8	bioeconomy	bioeconomy	NOUN
gssr-621	919	9	,	,	PUNCT
gssr-621	919	10	glucose	glucose	NOUN
gssr-621	919	11	production	production	NOUN
gssr-621	919	12	plays	play	VERB
gssr-621	919	13	an	an	DET
gssr-621	919	14	important	important	ADJ
gssr-621	919	15	role	role	NOUN
gssr-621	919	16	in	in	ADP
gssr-621	919	17	a	a	DET
gssr-621	919	18	variety	variety	NOUN
gssr-621	919	19	of	of	ADP
gssr-621	919	20	sectors	sector	NOUN
gssr-621	919	21	,	,	PUNCT
gssr-621	919	22	including	include	VERB
gssr-621	919	23	food	food	NOUN
gssr-621	919	24	,	,	PUNCT
gssr-621	919	25	energy	energy	NOUN
gssr-621	919	26	,	,	PUNCT
gssr-621	919	27	and	and	CCONJ
gssr-621	919	28	bioproducts	bioproduct	NOUN
gssr-621	919	29	.	.	PUNCT
gssr-621	920	1	the	the	DET
gssr-621	920	2	study	study	NOUN
gssr-621	920	3	's	's	PART
gssr-621	920	4	findings	finding	NOUN
gssr-621	920	5	provide	provide	VERB
gssr-621	920	6	useful	useful	ADJ
gssr-621	920	7	direction	direction	NOUN
gssr-621	920	8	for	for	ADP
gssr-621	920	9	researchers	researcher	NOUN
gssr-621	920	10	,	,	PUNCT
gssr-621	920	11	industry	industry	NOUN
gssr-621	920	12	,	,	PUNCT
gssr-621	920	13	and	and	CCONJ
gssr-621	920	14	governments	government	NOUN
gssr-621	920	15	in	in	ADP
gssr-621	920	16	driving	drive	VERB
gssr-621	920	17	the	the	DET
gssr-621	920	18	adoption	adoption	NOUN
gssr-621	920	19	of	of	ADP
gssr-621	920	20	more	more	ADV
gssr-621	920	21	environmentally	environmentally	ADV
gssr-621	920	22	friendly	friendly	ADJ
gssr-621	920	23	and	and	CCONJ
gssr-621	920	24	efficient	efficient	ADJ
gssr-621	920	25	glucose	glucose	NOUN
gssr-621	920	26	manufacturing	manufacturing	NOUN
gssr-621	920	27	processes	process	NOUN
gssr-621	920	28	.	.	PUNCT
gssr-621	921	1	to	to	PART
gssr-621	921	2	summarize	summarize	VERB
gssr-621	921	3	,	,	PUNCT
gssr-621	921	4	the	the	DET
gssr-621	921	5	study	study	NOUN
gssr-621	921	6	not	not	PART
gssr-621	921	7	only	only	ADV
gssr-621	921	8	increased	increase	VERB
gssr-621	921	9	our	our	PRON
gssr-621	921	10	understanding	understanding	NOUN
gssr-621	921	11	of	of	ADP
gssr-621	921	12	glucose	glucose	NOUN
gssr-621	921	13	production	production	NOUN
gssr-621	921	14	,	,	PUNCT
gssr-621	921	15	but	but	CCONJ
gssr-621	921	16	it	it	PRON
gssr-621	921	17	also	also	ADV
gssr-621	921	18	underlined	underline	VERB
gssr-621	921	19	the	the	DET
gssr-621	921	20	need	need	NOUN
gssr-621	921	21	of	of	ADP
gssr-621	921	22	sustainable	sustainable	ADJ
gssr-621	921	23	practices	practice	NOUN
gssr-621	921	24	and	and	CCONJ
gssr-621	921	25	optimization	optimization	NOUN
gssr-621	921	26	tactics	tactic	NOUN
gssr-621	921	27	in	in	ADP
gssr-621	921	28	designing	design	VERB
gssr-621	921	29	a	a	DET
gssr-621	921	30	more	more	ADV
gssr-621	921	31	sustainable	sustainable	ADJ
gssr-621	921	32	and	and	CCONJ
gssr-621	921	33	prosperous	prosperous	ADJ
gssr-621	921	34	future	future	NOUN
gssr-621	921	35	for	for	ADP
gssr-621	921	36	humanity	humanity	NOUN
gssr-621	921	37	.	.	PUNCT
gssr-621	922	1	we	we	PRON
gssr-621	922	2	can	can	AUX
gssr-621	922	3	usher	usher	VERB
gssr-621	922	4	in	in	ADP
gssr-621	922	5	an	an	DET
gssr-621	922	6	era	era	NOUN
gssr-621	922	7	of	of	ADP
gssr-621	922	8	sustainable	sustainable	ADJ
gssr-621	922	9	glucose	glucose	NOUN
gssr-621	922	10	production	production	NOUN
gssr-621	922	11	by	by	ADP
gssr-621	922	12	embracing	embrace	VERB
gssr-621	922	13	renewable	renewable	ADJ
gssr-621	922	14	carbohydrates	carbohydrate	NOUN
gssr-621	922	15	and	and	CCONJ
gssr-621	922	16	innovative	innovative	ADJ
gssr-621	922	17	technology	technology	NOUN
gssr-621	922	18	,	,	PUNCT
gssr-621	922	19	paving	pave	VERB
gssr-621	922	20	the	the	DET
gssr-621	922	21	road	road	NOUN
gssr-621	922	22	for	for	ADP
gssr-621	922	23	a	a	DET
gssr-621	922	24	greener	green	ADJ
gssr-621	922	25	and	and	CCONJ
gssr-621	922	26	more	more	ADV
gssr-621	922	27	peaceful	peaceful	ADJ
gssr-621	922	28	coexistence	coexistence	NOUN
gssr-621	922	29	with	with	ADP
gssr-621	922	30	our	our	PRON
gssr-621	922	31	planet	planet	NOUN
gssr-621	922	32	.	.	PUNCT
gssr-621	923	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	923	2	global	global	ADJ
gssr-621	923	3	sustainability	sustainability	NOUN
gssr-621	923	4	research	research	NOUN
gssr-621	923	5	global	global	ADJ
gssr-621	923	6	scientific	scientific	ADJ
gssr-621	923	7	research	research	NOUN
gssr-621	923	8	114	114	NUM
gssr-621	923	9	declaration	declaration	NOUN
gssr-621	923	10	acknowledgment	acknowledgment	NOUN
gssr-621	923	11	:	:	PUNCT
gssr-621	923	12	none	none	NOUN
gssr-621	923	13	funding	funding	NOUN
gssr-621	923	14	:	:	PUNCT
gssr-621	923	15	no	no	DET
gssr-621	923	16	funding	funding	NOUN
gssr-621	923	17	source	source	NOUN
gssr-621	923	18	to	to	PART
gssr-621	923	19	declare	declare	VERB
gssr-621	923	20	.	.	PUNCT
gssr-621	924	1	competing	compete	VERB
gssr-621	924	2	interests	interest	NOUN
gssr-621	924	3	:	:	PUNCT
gssr-621	924	4	there	there	PRON
gssr-621	924	5	is	be	VERB
gssr-621	924	6	no	no	DET
gssr-621	924	7	competing	compete	VERB
gssr-621	924	8	interest	interest	NOUN
gssr-621	924	9	.	.	PUNCT
gssr-621	925	1	authors	author	NOUN
gssr-621	925	2	’	'	PUNCT
gssr-621	925	3	contributions	contribution	NOUN
gssr-621	925	4	:	:	PUNCT
gssr-621	925	5	conceptualization	conceptualization	NOUN
gssr-621	925	6	:	:	PUNCT
gssr-621	925	7	engr	engr	NOUN
gssr-621	925	8	.	.	PUNCT
gssr-621	926	1	dr	dr	PROPN
gssr-621	926	2	.	.	PROPN
gssr-621	926	3	kiman	kiman	PROPN
gssr-621	926	4	silas	silas	PROPN
gssr-621	926	5	,	,	PUNCT
gssr-621	926	6	formal	formal	ADJ
gssr-621	926	7	analysis	analysis	NOUN
gssr-621	926	8	:	:	PUNCT
gssr-621	926	9	mr	mr	PROPN
gssr-621	926	10	.	.	PROPN
gssr-621	926	11	thlama	thlama	PROPN
gssr-621	926	12	mainta	mainta	NOUN
gssr-621	926	13	mperiju	mperiju	NOUN
gssr-621	926	14	,	,	PUNCT
gssr-621	926	15	methodology	methodology	NOUN
gssr-621	926	16	:	:	PUNCT
gssr-621	926	17	indianraj	indianraj	ADJ
gssr-621	926	18	n	n	PRON
gssr-621	926	19	and	and	CCONJ
gssr-621	926	20	rezkallah	rezkallah	ADJ
gssr-621	926	21	chafika	chafika	NOUN
gssr-621	926	22	,	,	PUNCT
gssr-621	926	23	writing	write	VERB
gssr-621	926	24	–	–	PUNCT
gssr-621	926	25	original	original	ADJ
gssr-621	926	26	draft	draft	NOUN
gssr-621	926	27	:	:	PUNCT
gssr-621	926	28	engr	engr	NOUN
gssr-621	926	29	.	.	PUNCT
gssr-621	927	1	dr	dr	PROPN
gssr-621	927	2	.	.	PROPN
gssr-621	927	3	mohammed	mohammed	PROPN
gssr-621	927	4	modu	modu	PROPN
gssr-621	927	5	aji	aji	PROPN
gssr-621	927	6	and	and	CCONJ
gssr-621	927	7	abdulhalim	abdulhalim	PROPN
gssr-621	927	8	musa	musa	PROPN
gssr-621	927	9	abubakar	abubakar	PROPN
gssr-621	927	10	,	,	PUNCT
gssr-621	927	11	writing	writing	NOUN
gssr-621	927	12	–	–	PUNCT
gssr-621	927	13	review	review	NOUN
gssr-621	927	14	&	&	CCONJ
gssr-621	927	15	editing	editing	PROPN
gssr-621	927	16	:	:	PUNCT
gssr-621	927	17	agus	agus	PROPN
gssr-621	927	18	budianto	budianto	NOUN
gssr-621	927	19	,	,	PUNCT
gssr-621	927	20	engr	engr	NOUN
gssr-621	927	21	.	.	PUNCT
gssr-621	928	1	dr	dr	PROPN
gssr-621	928	2	.	.	PROPN
gssr-621	928	3	kiman	kiman	PROPN
gssr-621	928	4	silas	silas	PROPN
gssr-621	928	5	and	and	CCONJ
gssr-621	928	6	engr	engr	PROPN
gssr-621	928	7	.	.	PUNCT
gssr-621	929	1	dr	dr	PROPN
gssr-621	929	2	.	.	PROPN
gssr-621	929	3	mohammed	mohammed	PROPN
gssr-621	929	4	modu	modu	PROPN
gssr-621	929	5	aji	aji	PROPN
gssr-621	929	6	data	data	PROPN
gssr-621	929	7	availability	availability	NOUN
gssr-621	929	8	:	:	PUNCT
gssr-621	929	9	from	from	ADP
gssr-621	929	10	the	the	DET
gssr-621	929	11	authors	author	NOUN
gssr-621	929	12	references	reference	VERB
gssr-621	929	13	abril	abril	PROPN
gssr-621	929	14	-	-	PUNCT
gssr-621	929	15	gonzález	gonzález	PROPN
gssr-621	929	16	,	,	PUNCT
gssr-621	929	17	m.	m.	NOUN
gssr-621	929	18	,	,	PUNCT
gssr-621	929	19	vele	vele	PROPN
gssr-621	929	20	-	-	PUNCT
gssr-621	929	21	salto	salto	PROPN
gssr-621	929	22	,	,	PUNCT
gssr-621	929	23	a.	a.	PROPN
gssr-621	929	24	,	,	PUNCT
gssr-621	929	25	&	&	CCONJ
gssr-621	929	26	pinos	pinos	PROPN
gssr-621	929	27	-	-	PUNCT
gssr-621	929	28	vélez	vélez	PROPN
gssr-621	929	29	,	,	PUNCT
gssr-621	929	30	v.	v.	PROPN
gssr-621	929	31	(	(	PUNCT
gssr-621	929	32	2023	2023	NUM
gssr-621	929	33	)	)	PUNCT
gssr-621	929	34	.	.	PUNCT
gssr-621	930	1	kinetic	kinetic	ADJ
gssr-621	930	2	study	study	NOUN
gssr-621	930	3	of	of	ADP
gssr-621	930	4	acid	acid	ADJ
gssr-621	930	5	hydrolysis	hydrolysis	NOUN
gssr-621	930	6	of	of	ADP
gssr-621	930	7	the	the	DET
gssr-621	930	8	glucose	glucose	NOUN
gssr-621	930	9	obtained	obtain	VERB
gssr-621	930	10	from	from	ADP
gssr-621	930	11	banana	banana	NOUN
gssr-621	930	12	plant	plant	NOUN
gssr-621	930	13	.	.	PUNCT
gssr-621	931	1	chemengineering	chemengineere	VERB
gssr-621	931	2	,	,	PUNCT
gssr-621	931	3	7(39	7(39	NUM
gssr-621	931	4	)	)	PUNCT
gssr-621	931	5	,	,	PUNCT
gssr-621	931	6	1–13	1–13	NOUN
gssr-621	931	7	.	.	PUNCT
gssr-621	932	1	https://doi.org/10.3390/chemengineering7020039	https://doi.org/10.3390/chemengineering7020039	PROPN
gssr-621	932	2	abubakar	abubakar	PROPN
gssr-621	932	3	,	,	PUNCT
gssr-621	932	4	a.	a.	NOUN
gssr-621	932	5	m.	m.	NOUN
gssr-621	932	6	,	,	PUNCT
gssr-621	932	7	silas	silas	PROPN
gssr-621	932	8	,	,	PUNCT
gssr-621	932	9	k.	k.	PROPN
gssr-621	932	10	,	,	PUNCT
gssr-621	932	11	&	&	CCONJ
gssr-621	932	12	aji	aji	PROPN
gssr-621	932	13	,	,	PUNCT
gssr-621	932	14	m.	m.	NOUN
gssr-621	932	15	m.	m.	NOUN
gssr-621	932	16	(	(	PUNCT
gssr-621	932	17	2022	2022	NUM
gssr-621	932	18	)	)	PUNCT
gssr-621	932	19	.	.	PUNCT
gssr-621	933	1	an	an	DET
gssr-621	933	2	elaborate	elaborate	ADJ
gssr-621	933	3	breakdown	breakdown	NOUN
gssr-621	933	4	of	of	ADP
gssr-621	933	5	the	the	DET
gssr-621	933	6	essentials	essential	NOUN
gssr-621	933	7	of	of	ADP
gssr-621	933	8	biogas	biogas	NOUN
gssr-621	933	9	production	production	NOUN
gssr-621	933	10	.	.	PUNCT
gssr-621	934	1	journal	journal	NOUN
gssr-621	934	2	of	of	ADP
gssr-621	934	3	engineering	engineering	NOUN
gssr-621	934	4	research	research	NOUN
gssr-621	934	5	and	and	CCONJ
gssr-621	934	6	sciences	science	NOUN
gssr-621	934	7	(	(	PUNCT
gssr-621	934	8	jenrs	jenrs	PROPN
gssr-621	934	9	)	)	PUNCT
gssr-621	934	10	,	,	PUNCT
gssr-621	934	11	1(4	1(4	NUM
gssr-621	934	12	)	)	PUNCT
gssr-621	934	13	,	,	PUNCT
gssr-621	934	14	93–118	93–118	NUM
gssr-621	934	15	.	.	PUNCT
gssr-621	935	1	https://doi.org/10.55708/js0104013	https://doi.org/10.55708/js0104013	DET
gssr-621	935	2	abushaker	abushaker	NOUN
gssr-621	935	3	,	,	PUNCT
gssr-621	935	4	r.	r.	PROPN
gssr-621	935	5	,	,	PUNCT
gssr-621	935	6	sardahi	sardahi	NOUN
gssr-621	935	7	,	,	PUNCT
gssr-621	935	8	y.	y.	PROPN
gssr-621	935	9	,	,	PUNCT
gssr-621	935	10	&	&	CCONJ
gssr-621	935	11	alshorman	alshorman	NOUN
gssr-621	935	12	,	,	PUNCT
gssr-621	935	13	a.	a.	NOUN
gssr-621	935	14	(	(	PUNCT
gssr-621	935	15	2022	2022	NUM
gssr-621	935	16	)	)	PUNCT
gssr-621	935	17	.	.	PUNCT
gssr-621	936	1	multi	multi	ADJ
gssr-621	936	2	-	-	ADJ
gssr-621	936	3	objective	objective	ADJ
gssr-621	936	4	optimal	optimal	ADJ
gssr-621	936	5	regulation	regulation	NOUN
gssr-621	936	6	of	of	ADP
gssr-621	936	7	glucose	glucose	NOUN
gssr-621	936	8	concentration	concentration	NOUN
gssr-621	936	9	in	in	ADP
gssr-621	936	10	type	type	NOUN
gssr-621	936	11	i	i	PRON
gssr-621	936	12	diabetes	diabete	VERB
gssr-621	936	13	mellitus	mellitus	NOUN
gssr-621	936	14	.	.	PUNCT
gssr-621	937	1	journal	journal	PROPN
gssr-621	937	2	of	of	ADP
gssr-621	937	3	engineering	engineering	NOUN
gssr-621	937	4	,	,	PUNCT
gssr-621	937	5	6(1	6(1	NUM
gssr-621	937	6	)	)	PUNCT
gssr-621	937	7	,	,	PUNCT
gssr-621	937	8	1–12	1–12	NOUN
gssr-621	937	9	.	.	PUNCT
gssr-621	938	1	https://doi.org/10.1115/1.4056176	https://doi.org/10.1115/1.4056176	PROPN
gssr-621	938	2	adams	adams	PROPN
gssr-621	938	3	,	,	PUNCT
gssr-621	938	4	m.	m.	PROPN
gssr-621	938	5	c.	c.	PROPN
gssr-621	938	6	(	(	PUNCT
gssr-621	938	7	2022	2022	NUM
gssr-621	938	8	)	)	PUNCT
gssr-621	938	9	.	.	PUNCT
gssr-621	939	1	understanding	understand	VERB
gssr-621	939	2	carbohydrate	carbohydrate	VERB
gssr-621	939	3	metabolism	metabolism	NOUN
gssr-621	939	4	and	and	CCONJ
gssr-621	939	5	how	how	SCONJ
gssr-621	939	6	it	it	PRON
gssr-621	939	7	affects	affect	VERB
gssr-621	939	8	the	the	DET
gssr-621	939	9	health	health	NOUN
gssr-621	939	10	of	of	ADP
gssr-621	939	11	living	live	VERB
gssr-621	939	12	beings	being	NOUN
gssr-621	939	13	.	.	PUNCT
gssr-621	940	1	biochemistry	biochemistry	NOUN
gssr-621	940	2	and	and	CCONJ
gssr-621	940	3	molecular	molecular	ADJ
gssr-621	940	4	biology	biology	NOUN
gssr-621	940	5	journal	journal	NOUN
gssr-621	940	6	,	,	PUNCT
gssr-621	940	7	8(59	8(59	NUM
gssr-621	940	8	)	)	PUNCT
gssr-621	940	9	,	,	PUNCT
gssr-621	940	10	10–11	10–11	NUM
gssr-621	940	11	.	.	PUNCT
gssr-621	941	1	https://doi.org/10.36648/2471-8084-22.8.59	https://doi.org/10.36648/2471-8084-22.8.59	PROPN
gssr-621	941	2	adeoye	adeoye	PROPN
gssr-621	941	3	,	,	PUNCT
gssr-621	941	4	m.	m.	PROPN
gssr-621	941	5	d.	d.	PROPN
gssr-621	941	6	,	,	PUNCT
gssr-621	941	7	abdulsalami	abdulsalami	PROPN
gssr-621	941	8	,	,	PUNCT
gssr-621	941	9	i.	i.	PROPN
gssr-621	941	10	o.	o.	PROPN
gssr-621	941	11	,	,	PUNCT
gssr-621	941	12	tijani	tijani	PROPN
gssr-621	941	13	,	,	PUNCT
gssr-621	941	14	k.	k.	PROPN
gssr-621	941	15	o.	o.	PROPN
gssr-621	941	16	,	,	PUNCT
gssr-621	941	17	adeniji	adeniji	PROPN
gssr-621	941	18	,	,	PUNCT
gssr-621	941	19	m.	m.	PROPN
gssr-621	941	20	r.	r.	PROPN
gssr-621	941	21	,	,	PUNCT
gssr-621	941	22	&	&	CCONJ
gssr-621	941	23	adeyemo	adeyemo	PROPN
gssr-621	941	24	,	,	PUNCT
gssr-621	941	25	j.	j.	PROPN
gssr-621	941	26	a.	a.	PROPN
gssr-621	941	27	(	(	PUNCT
gssr-621	941	28	2019	2019	NUM
gssr-621	941	29	)	)	PUNCT
gssr-621	941	30	.	.	PUNCT
gssr-621	942	1	kinetics	kinetic	NOUN
gssr-621	942	2	and	and	CCONJ
gssr-621	942	3	thermodynamics	thermodynamic	NOUN
gssr-621	942	4	properties	property	NOUN
gssr-621	942	5	of	of	ADP
gssr-621	942	6	glucose	glucose	NOUN
gssr-621	942	7	production	production	NOUN
gssr-621	942	8	from	from	ADP
gssr-621	942	9	pineapple	pineapple	NOUN
gssr-621	942	10	and	and	CCONJ
gssr-621	942	11	pawpaw	pawpaw	NOUN
gssr-621	942	12	peels	peel	NOUN
gssr-621	942	13	by	by	ADP
gssr-621	942	14	acid	acid	NOUN
gssr-621	942	15	hydrolysis	hydrolysis	NOUN
gssr-621	942	16	.	.	PUNCT
gssr-621	943	1	journal	journal	NOUN
gssr-621	943	2	of	of	ADP
gssr-621	943	3	chemical	chemical	PROPN
gssr-621	943	4	society	society	NOUN
gssr-621	943	5	of	of	ADP
gssr-621	943	6	nigeria	nigeria	PROPN
gssr-621	943	7	,	,	PUNCT
gssr-621	943	8	44(3	44(3	NUM
gssr-621	943	9	)	)	PUNCT
gssr-621	943	10	,	,	PUNCT
gssr-621	943	11	479–488	479–488	NUM
gssr-621	943	12	.	.	PUNCT
gssr-621	944	1	https://journals.chemsociety.org.ng/index.php/jcsn/article/view/300	https://journals.chemsociety.org.ng/index.php/jcsn/article/view/300	PROPN
gssr-621	944	2	akmalina	akmalina	PROPN
gssr-621	944	3	,	,	PUNCT
gssr-621	944	4	r.	r.	PROPN
gssr-621	944	5	(	(	PUNCT
gssr-621	944	6	2019	2019	NUM
gssr-621	944	7	)	)	PUNCT
gssr-621	944	8	.	.	PUNCT
gssr-621	945	1	environmental	environmental	ADJ
gssr-621	945	2	impacts	impact	NOUN
gssr-621	945	3	evaluation	evaluation	NOUN
gssr-621	945	4	of	of	ADP
gssr-621	945	5	sorbitol	sorbitol	NOUN
gssr-621	945	6	production	production	NOUN
gssr-621	945	7	from	from	ADP
gssr-621	945	8	glucose	glucose	NOUN
gssr-621	945	9	.	.	PUNCT
gssr-621	946	1	eksergi	eksergi	ADJ
gssr-621	946	2	,	,	PUNCT
gssr-621	946	3	16(1	16(1	NUM
gssr-621	946	4	)	)	PUNCT
gssr-621	946	5	,	,	PUNCT
gssr-621	946	6	1	1	NUM
gssr-621	946	7	–	–	PUNCT
gssr-621	946	8	7	7	NUM
gssr-621	946	9	.	.	PUNCT
gssr-621	946	10	https://doi.org/10.31315/e.v0i0.2695	https://doi.org/10.31315/e.v0i0.2695	NOUN
gssr-621	946	11	ali	ali	PROPN
gssr-621	946	12	,	,	PUNCT
gssr-621	946	13	m.	m.	PROPN
gssr-621	946	14	k.	k.	PROPN
gssr-621	946	15	,	,	PUNCT
gssr-621	946	16	kaki	kaki	PROPN
gssr-621	946	17	,	,	PUNCT
gssr-621	946	18	a.	a.	NOUN
gssr-621	946	19	a.	a.	PROPN
gssr-621	946	20	,	,	PUNCT
gssr-621	946	21	&	&	CCONJ
gssr-621	946	22	chaouche	chaouche	PROPN
gssr-621	946	23	,	,	PUNCT
gssr-621	946	24	n.	n.	PROPN
gssr-621	946	25	k.	k.	PROPN
gssr-621	946	26	(	(	PUNCT
gssr-621	946	27	2023	2023	NUM
gssr-621	946	28	)	)	PUNCT
gssr-621	946	29	.	.	PUNCT
gssr-621	947	1	simulation	simulation	NOUN
gssr-621	947	2	of	of	ADP
gssr-621	947	3	yeast	yeast	NOUN
gssr-621	947	4	fermentation	fermentation	NOUN
gssr-621	947	5	process	process	NOUN
gssr-621	947	6	using	use	VERB
gssr-621	947	7	kinetic	kinetic	ADJ
gssr-621	947	8	unstructured	unstructured	ADJ
gssr-621	947	9	models	model	NOUN
gssr-621	947	10	.	.	PUNCT
gssr-621	948	1	research	research	NOUN
gssr-621	948	2	advances	advance	NOUN
gssr-621	948	3	in	in	ADP
gssr-621	948	4	microbiology	microbiology	NOUN
gssr-621	948	5	and	and	CCONJ
gssr-621	948	6	biotechnology	biotechnology	NOUN
gssr-621	948	7	,	,	PUNCT
gssr-621	948	8	2	2	NUM
gssr-621	948	9	,	,	PUNCT
gssr-621	948	10	1–12	1–12	NOUN
gssr-621	948	11	.	.	PUNCT
gssr-621	949	1	https://doi.org/10.9734/bpi/ramb/v2/3682b	https://doi.org/10.9734/bpi/ramb/v2/3682b	PROPN
gssr-621	949	2	amandio	amandio	PROPN
gssr-621	949	3	,	,	PUNCT
gssr-621	949	4	m.	m.	NOUN
gssr-621	949	5	s.	s.	PROPN
gssr-621	949	6	t.	t.	PROPN
gssr-621	949	7	,	,	PUNCT
gssr-621	949	8	rocha	rocha	PROPN
gssr-621	949	9	,	,	PUNCT
gssr-621	949	10	j.	j.	PROPN
gssr-621	949	11	m.	m.	PROPN
gssr-621	949	12	s.	s.	PROPN
gssr-621	949	13	,	,	PUNCT
gssr-621	949	14	&	&	CCONJ
gssr-621	949	15	xavier	xavier	PROPN
gssr-621	949	16	,	,	PUNCT
gssr-621	949	17	a.	a.	PROPN
gssr-621	949	18	m.	m.	PROPN
gssr-621	949	19	r.	r.	PROPN
gssr-621	949	20	b.	b.	PROPN
gssr-621	949	21	(	(	PUNCT
gssr-621	949	22	2023	2023	NUM
gssr-621	949	23	)	)	PUNCT
gssr-621	949	24	.	.	PUNCT
gssr-621	950	1	enzymatic	enzymatic	ADJ
gssr-621	950	2	hydrolysis	hydrolysis	NOUN
gssr-621	950	3	strategies	strategy	NOUN
gssr-621	950	4	for	for	ADP
gssr-621	950	5	cellulosic	cellulosic	NOUN
gssr-621	950	6	sugars	sugar	NOUN
gssr-621	950	7	production	production	NOUN
gssr-621	950	8	to	to	PART
gssr-621	950	9	obtain	obtain	VERB
gssr-621	950	10	bioethanol	bioethanol	NOUN
gssr-621	950	11	from	from	ADP
gssr-621	950	12	eucalyptus	eucalyptus	NOUN
gssr-621	950	13	globulus	globulus	NOUN
gssr-621	950	14	bark	bark	NOUN
gssr-621	950	15	.	.	PUNCT
gssr-621	951	1	fermentation	fermentation	NOUN
gssr-621	951	2	,	,	PUNCT
gssr-621	951	3	9(241	9(241	NUM
gssr-621	951	4	)	)	PUNCT
gssr-621	951	5	,	,	PUNCT
gssr-621	951	6	1	1	NUM
gssr-621	951	7	–	–	SYM
gssr-621	951	8	19	19	NUM
gssr-621	951	9	.	.	X
gssr-621	952	1	https://doi.org/10.3390/fermentation9030241	https://doi.org/10.3390/fermentation9030241	PROPN
gssr-621	952	2	andreeva	andreeva	PROPN
gssr-621	952	3	,	,	PUNCT
gssr-621	952	4	a.	a.	NOUN
gssr-621	952	5	,	,	PUNCT
gssr-621	952	6	budenkova	budenkova	PROPN
gssr-621	952	7	,	,	PUNCT
gssr-621	952	8	e.	e.	PROPN
gssr-621	952	9	,	,	PUNCT
gssr-621	952	10	babich	babich	PROPN
gssr-621	952	11	,	,	PUNCT
gssr-621	952	12	o.	o.	PROPN
gssr-621	952	13	,	,	PUNCT
gssr-621	952	14	sukhikh	sukhikh	PROPN
gssr-621	952	15	,	,	PUNCT
gssr-621	952	16	s.	s.	PROPN
gssr-621	952	17	,	,	PUNCT
gssr-621	952	18	dolganyuk	dolganyuk	PROPN
gssr-621	952	19	,	,	PUNCT
gssr-621	952	20	v.	v.	PROPN
gssr-621	952	21	,	,	PUNCT
gssr-621	952	22	michaud	michaud	PROPN
gssr-621	952	23	,	,	PUNCT
gssr-621	952	24	p.	p.	PROPN
gssr-621	952	25	,	,	PUNCT
gssr-621	952	26	&	&	CCONJ
gssr-621	952	27	ivanova	ivanova	PROPN
gssr-621	952	28	,	,	PUNCT
gssr-621	952	29	s.	s.	PROPN
gssr-621	952	30	(	(	PUNCT
gssr-621	952	31	2021	2021	NUM
gssr-621	952	32	)	)	PUNCT
gssr-621	952	33	.	.	PUNCT
gssr-621	953	1	influence	influence	NOUN
gssr-621	953	2	of	of	ADP
gssr-621	953	3	carbohydrate	carbohydrate	ADJ
gssr-621	953	4	additives	additive	NOUN
gssr-621	953	5	on	on	ADP
gssr-621	953	6	the	the	DET
gssr-621	953	7	growth	growth	NOUN
gssr-621	953	8	rate	rate	NOUN
gssr-621	953	9	of	of	ADP
gssr-621	953	10	microalgae	microalgae	NOUN
gssr-621	953	11	biomass	biomass	NOUN
gssr-621	953	12	with	with	ADP
gssr-621	953	13	an	an	DET
gssr-621	953	14	increased	increase	VERB
gssr-621	953	15	carbohydrate	carbohydrate	NOUN
gssr-621	953	16	content	content	NOUN
gssr-621	953	17	.	.	PUNCT
gssr-621	954	1	marine	marine	ADJ
gssr-621	954	2	drugs	drug	NOUN
gssr-621	954	3	,	,	PUNCT
gssr-621	954	4	19(7	19(7	PROPN
gssr-621	954	5	)	)	PUNCT
gssr-621	954	6	.	.	PUNCT
gssr-621	955	1	https://doi.org/10.3390/md19070381	https://doi.org/10.3390/md19070381	X
gssr-621	955	2	ansanay	ansanay	ADV
gssr-621	955	3	,	,	PUNCT
gssr-621	955	4	y.	y.	PROPN
gssr-621	955	5	,	,	PUNCT
gssr-621	955	6	kolar	kolar	PROPN
gssr-621	955	7	,	,	PUNCT
gssr-621	955	8	p.	p.	PROPN
gssr-621	955	9	,	,	PUNCT
gssr-621	955	10	sharma	sharma	PROPN
gssr-621	955	11	-	-	PUNCT
gssr-621	955	12	shivappa	shivappa	PROPN
gssr-621	955	13	,	,	PUNCT
gssr-621	955	14	r.	r.	PROPN
gssr-621	955	15	,	,	PUNCT
gssr-621	955	16	cheng	cheng	PROPN
gssr-621	955	17	,	,	PUNCT
gssr-621	955	18	j.	j.	PROPN
gssr-621	955	19	,	,	PUNCT
gssr-621	955	20	&	&	CCONJ
gssr-621	955	21	arellano	arellano	PROPN
gssr-621	955	22	,	,	PUNCT
gssr-621	955	23	c.	c.	PROPN
gssr-621	955	24	(	(	PUNCT
gssr-621	955	25	2021	2021	NUM
gssr-621	955	26	)	)	PUNCT
gssr-621	955	27	.	.	PUNCT
gssr-621	956	1	pretreatment	pretreatment	NOUN
gssr-621	956	2	of	of	ADP
gssr-621	956	3	switchgrass	switchgrass	NOUN
gssr-621	956	4	for	for	ADP
gssr-621	956	5	production	production	NOUN
gssr-621	956	6	of	of	ADP
gssr-621	956	7	glucose	glucose	NOUN
gssr-621	956	8	via	via	ADP
gssr-621	956	9	sulfonic	sulfonic	ADJ
gssr-621	956	10	acid	acid	NOUN
gssr-621	956	11	-	-	PUNCT
gssr-621	956	12	impregnated	impregnate	VERB
gssr-621	956	13	activated	activated	ADJ
gssr-621	956	14	carbon	carbon	NOUN
gssr-621	956	15	.	.	PUNCT
gssr-621	957	1	processes	process	NOUN
gssr-621	957	2	,	,	PUNCT
gssr-621	957	3	9(3	9(3	NUM
gssr-621	957	4	)	)	PUNCT
gssr-621	957	5	.	.	PUNCT
gssr-621	958	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	958	2	global	global	ADJ
gssr-621	958	3	sustainability	sustainability	NOUN
gssr-621	958	4	research	research	NOUN
gssr-621	958	5	global	global	ADJ
gssr-621	958	6	scientific	scientific	ADJ
gssr-621	958	7	research	research	NOUN
gssr-621	958	8	115	115	NUM
gssr-621	958	9	https://doi.org/10.3390/pr9030504	https://doi.org/10.3390/pr9030504	NOUN
gssr-621	958	10	aredo	aredo	PROPN
gssr-621	958	11	,	,	PUNCT
gssr-621	958	12	f.	f.	PROPN
gssr-621	958	13	,	,	PUNCT
gssr-621	958	14	rojas	rojas	PROPN
gssr-621	958	15	,	,	PUNCT
gssr-621	958	16	m.	m.	NOUN
gssr-621	958	17	l.	l.	PROPN
gssr-621	958	18	,	,	PUNCT
gssr-621	958	19	pagador	pagador	PROPN
gssr-621	958	20	,	,	PUNCT
gssr-621	958	21	s.	s.	PROPN
gssr-621	958	22	,	,	PUNCT
gssr-621	958	23	lescano	lescano	PROPN
gssr-621	958	24	,	,	PUNCT
gssr-621	958	25	l.	l.	PROPN
gssr-621	958	26	,	,	PUNCT
gssr-621	958	27	sanchez	sanchez	PROPN
gssr-621	958	28	-	-	PUNCT
gssr-621	958	29	gonzalez	gonzalez	PROPN
gssr-621	958	30	,	,	PUNCT
gssr-621	958	31	j.	j.	PROPN
gssr-621	958	32	,	,	PUNCT
gssr-621	958	33	&	&	CCONJ
gssr-621	958	34	linares	linare	NOUN
gssr-621	958	35	,	,	PUNCT
gssr-621	958	36	g.	g.	PROPN
gssr-621	958	37	(	(	PUNCT
gssr-621	958	38	2020	2020	NUM
gssr-621	958	39	)	)	PUNCT
gssr-621	958	40	.	.	PUNCT
gssr-621	959	1	pre	pre	NOUN
gssr-621	959	2	-	-	NOUN
gssr-621	959	3	treatments	treatment	NOUN
gssr-621	959	4	applied	apply	VERB
gssr-621	959	5	to	to	ADP
gssr-621	959	6	rice	rice	NOUN
gssr-621	959	7	husk	husk	NOUN
gssr-621	959	8	enzymatic	enzymatic	ADJ
gssr-621	959	9	hydrolysis	hydrolysis	NOUN
gssr-621	959	10	:	:	PUNCT
gssr-621	959	11	effect	effect	NOUN
gssr-621	959	12	on	on	ADP
gssr-621	959	13	structure	structure	NOUN
gssr-621	959	14	,	,	PUNCT
gssr-621	959	15	lignocellulosic	lignocellulosic	ADJ
gssr-621	959	16	components	component	NOUN
gssr-621	959	17	,	,	PUNCT
gssr-621	959	18	and	and	CCONJ
gssr-621	959	19	glucose	glucose	NOUN
gssr-621	959	20	production	production	NOUN
gssr-621	959	21	kinetics	kinetic	NOUN
gssr-621	959	22	.	.	PUNCT
gssr-621	960	1	18	18	NUM
gssr-621	960	2	th	th	NOUN
gssr-621	960	3	laccei	laccei	NOUN
gssr-621	960	4	international	international	PROPN
gssr-621	960	5	multi	multi	NOUN
gssr-621	960	6	-	-	NOUN
gssr-621	960	7	conference	conference	NOUN
gssr-621	960	8	for	for	ADP
gssr-621	960	9	engineering	engineering	NOUN
gssr-621	960	10	,	,	PUNCT
gssr-621	960	11	education	education	NOUN
gssr-621	960	12	,	,	PUNCT
gssr-621	960	13	and	and	CCONJ
gssr-621	960	14	technology	technology	NOUN
gssr-621	960	15	:	:	PUNCT
gssr-621	960	16	“	"	PUNCT
gssr-621	960	17	engineering	engineering	NOUN
gssr-621	960	18	,	,	PUNCT
gssr-621	960	19	integration	integration	NOUN
gssr-621	960	20	,	,	PUNCT
gssr-621	960	21	and	and	CCONJ
gssr-621	960	22	alliances	alliance	NOUN
gssr-621	960	23	for	for	ADP
gssr-621	960	24	a	a	DET
gssr-621	960	25	sustainable	sustainable	ADJ
gssr-621	960	26	development	development	NOUN
gssr-621	960	27	”	"	PUNCT
gssr-621	960	28	“	"	PUNCT
gssr-621	960	29	hemispheric	hemispheric	ADJ
gssr-621	960	30	cooperation	cooperation	NOUN
gssr-621	960	31	for	for	ADP
gssr-621	960	32	competitiveness	competitiveness	NOUN
gssr-621	960	33	and	and	CCONJ
gssr-621	960	34	prosperity	prosperity	NOUN
gssr-621	960	35	on	on	ADP
gssr-621	960	36	a	a	DET
gssr-621	960	37	knowledge	knowledge	NOUN
gssr-621	960	38	-	-	PUNCT
gssr-621	960	39	based	base	VERB
gssr-621	960	40	economy	economy	NOUN
gssr-621	960	41	”	"	PUNCT
gssr-621	960	42	,	,	PUNCT
gssr-621	960	43	27	27	NUM
gssr-621	960	44	-	-	SYM
gssr-621	960	45	3	3	NUM
gssr-621	960	46	,	,	PUNCT
gssr-621	960	47	1–5	1–5	NUM
gssr-621	960	48	.	.	PUNCT
gssr-621	961	1	https://doi.org/10.18687/laccei2020.1.1.42	https://doi.org/10.18687/laccei2020.1.1.42	PROPN
gssr-621	961	2	ascione	ascione	PROPN
gssr-621	961	3	,	,	PUNCT
gssr-621	961	4	b.	b.	PROPN
gssr-621	961	5	,	,	PUNCT
gssr-621	961	6	apicella	apicella	PROPN
gssr-621	961	7	,	,	PUNCT
gssr-621	961	8	r.	r.	PROPN
gssr-621	961	9	,	,	PUNCT
gssr-621	961	10	&	&	CCONJ
gssr-621	961	11	romano	romano	NOUN
gssr-621	961	12	,	,	PUNCT
gssr-621	961	13	v.	v.	PROPN
gssr-621	961	14	(	(	PUNCT
gssr-621	961	15	2020	2020	NUM
gssr-621	961	16	)	)	PUNCT
gssr-621	961	17	.	.	PUNCT
gssr-621	962	1	mathematical	mathematical	ADJ
gssr-621	962	2	modeling	modeling	NOUN
gssr-621	962	3	of	of	ADP
gssr-621	962	4	sucrose	sucrose	ADJ
gssr-621	962	5	hydrolysis	hydrolysis	NOUN
gssr-621	962	6	with	with	ADP
gssr-621	962	7	product	product	NOUN
gssr-621	962	8	and	and	CCONJ
gssr-621	962	9	substrate	substrate	NOUN
gssr-621	962	10	inhibition	inhibition	NOUN
gssr-621	962	11	.	.	PUNCT
gssr-621	963	1	engineering	engineering	NOUN
gssr-621	963	2	,	,	PUNCT
gssr-621	963	3	12	12	NUM
gssr-621	963	4	,	,	PUNCT
gssr-621	963	5	280–289	280–289	NUM
gssr-621	963	6	.	.	PUNCT
gssr-621	964	1	https://doi.org/10.4236/eng.2020.124023	https://doi.org/10.4236/eng.2020.124023	PROPN
gssr-621	964	2	asim	asim	PROPN
gssr-621	964	3	,	,	PUNCT
gssr-621	964	4	a.	a.	NOUN
gssr-621	964	5	m.	m.	NOUN
gssr-621	964	6	,	,	PUNCT
gssr-621	964	7	uroos	uroo	NOUN
gssr-621	964	8	,	,	PUNCT
gssr-621	964	9	m.	m.	NOUN
gssr-621	964	10	,	,	PUNCT
gssr-621	964	11	muhammad	muhammad	PROPN
gssr-621	964	12	,	,	PUNCT
gssr-621	964	13	n.	n.	NOUN
gssr-621	964	14	,	,	PUNCT
gssr-621	964	15	&	&	CCONJ
gssr-621	964	16	hallett	hallett	PROPN
gssr-621	964	17	,	,	PUNCT
gssr-621	964	18	j.	j.	PROPN
gssr-621	964	19	p.	p.	PROPN
gssr-621	964	20	(	(	PUNCT
gssr-621	964	21	2021	2021	NUM
gssr-621	964	22	)	)	PUNCT
gssr-621	964	23	.	.	PUNCT
gssr-621	965	1	production	production	NOUN
gssr-621	965	2	of	of	ADP
gssr-621	965	3	food	food	NOUN
gssr-621	965	4	-	-	PUNCT
gssr-621	965	5	grade	grade	NOUN
gssr-621	965	6	glucose	glucose	NOUN
gssr-621	965	7	from	from	ADP
gssr-621	965	8	rice	rice	NOUN
gssr-621	965	9	and	and	CCONJ
gssr-621	965	10	wheat	wheat	NOUN
gssr-621	965	11	residues	residue	NOUN
gssr-621	965	12	using	use	VERB
gssr-621	965	13	a	a	DET
gssr-621	965	14	biocompatible	biocompatible	ADJ
gssr-621	965	15	ionic	ionic	ADJ
gssr-621	965	16	liquid	liquid	NOUN
gssr-621	965	17	.	.	PUNCT
gssr-621	966	1	acs	acs	PROPN
gssr-621	966	2	sustainable	sustainable	ADJ
gssr-621	966	3	chem	chem	NOUN
gssr-621	966	4	.	.	PUNCT
gssr-621	967	1	eng	eng	PROPN
gssr-621	967	2	,	,	PUNCT
gssr-621	967	3	9(24	9(24	NUM
gssr-621	967	4	)	)	PUNCT
gssr-621	967	5	,	,	PUNCT
gssr-621	967	6	8080–8089	8080–8089	NOUN
gssr-621	967	7	.	.	PUNCT
gssr-621	968	1	https://doi.org/10.1021/acssuschemeng.1c00022	https://doi.org/10.1021/acssuschemeng.1c00022	PROPN
gssr-621	968	2	astuti	astuti	PROPN
gssr-621	968	3	,	,	PUNCT
gssr-621	968	4	a.	a.	PROPN
gssr-621	968	5	d.	d.	PROPN
gssr-621	968	6	,	,	PUNCT
gssr-621	968	7	astuti	astuti	PROPN
gssr-621	968	8	,	,	PUNCT
gssr-621	968	9	r.	r.	PROPN
gssr-621	968	10	s.	s.	PROPN
gssr-621	968	11	d.	d.	PROPN
gssr-621	968	12	,	,	PUNCT
gssr-621	968	13	&	&	CCONJ
gssr-621	968	14	hadiyanto	hadiyanto	PROPN
gssr-621	968	15	,	,	PUNCT
gssr-621	968	16	h.	h.	PROPN
gssr-621	968	17	(	(	PUNCT
gssr-621	968	18	2018	2018	NUM
gssr-621	968	19	)	)	PUNCT
gssr-621	968	20	.	.	PUNCT
gssr-621	969	1	application	application	NOUN
gssr-621	969	2	of	of	ADP
gssr-621	969	3	life	life	NOUN
gssr-621	969	4	cycle	cycle	NOUN
gssr-621	969	5	assessment	assessment	NOUN
gssr-621	969	6	(	(	PUNCT
gssr-621	969	7	lca	lca	PROPN
gssr-621	969	8	)	)	PUNCT
gssr-621	969	9	in	in	ADP
gssr-621	969	10	sugar	sugar	NOUN
gssr-621	969	11	industries	industry	NOUN
gssr-621	969	12	.	.	PUNCT
gssr-621	970	1	e3s	e3s	PROPN
gssr-621	970	2	web	web	NOUN
gssr-621	970	3	of	of	ADP
gssr-621	970	4	conferences	conference	NOUN
gssr-621	970	5	[	[	X
gssr-621	970	6	icenis	icenis	NOUN
gssr-621	970	7	2017	2017	NUM
gssr-621	970	8	]	]	PUNCT
gssr-621	970	9	,	,	PUNCT
gssr-621	970	10	31(04011	31(04011	NUM
gssr-621	970	11	)	)	PUNCT
gssr-621	970	12	,	,	PUNCT
gssr-621	970	13	1–5	1–5	X
gssr-621	970	14	.	.	PROPN
gssr-621	970	15	https://doi.org/10.1051/e3sconf/20183104011	https://doi.org/10.1051/e3sconf/20183104011	PROPN
gssr-621	970	16	augusto	augusto	NOUN
gssr-621	970	17	,	,	PUNCT
gssr-621	970	18	l.	l.	PROPN
gssr-621	970	19	,	,	PUNCT
gssr-621	970	20	&	&	CCONJ
gssr-621	970	21	boca	boca	PROPN
gssr-621	970	22	,	,	PUNCT
gssr-621	970	23	a.	a.	NOUN
gssr-621	970	24	(	(	PUNCT
gssr-621	970	25	2022	2022	NUM
gssr-621	970	26	)	)	PUNCT
gssr-621	970	27	.	.	PUNCT
gssr-621	971	1	tree	tree	NOUN
gssr-621	971	2	functional	functional	ADJ
gssr-621	971	3	traits	trait	NOUN
gssr-621	971	4	,	,	PUNCT
gssr-621	971	5	forest	forest	NOUN
gssr-621	971	6	biomass	biomass	NOUN
gssr-621	971	7	,	,	PUNCT
gssr-621	971	8	and	and	CCONJ
gssr-621	971	9	tree	tree	NOUN
gssr-621	971	10	species	specie	NOUN
gssr-621	971	11	diversity	diversity	NOUN
gssr-621	971	12	interact	interact	VERB
gssr-621	971	13	with	with	ADP
gssr-621	971	14	site	site	NOUN
gssr-621	971	15	properties	property	NOUN
gssr-621	971	16	to	to	PART
gssr-621	971	17	drive	drive	VERB
gssr-621	971	18	forest	forest	NOUN
gssr-621	971	19	soil	soil	NOUN
gssr-621	971	20	carbon	carbon	NOUN
gssr-621	971	21	.	.	PUNCT
gssr-621	972	1	nature	nature	NOUN
gssr-621	972	2	communications	communication	NOUN
gssr-621	972	3	,	,	PUNCT
gssr-621	972	4	13(1097	13(1097	NUM
gssr-621	972	5	)	)	PUNCT
gssr-621	972	6	,	,	PUNCT
gssr-621	972	7	1–12	1–12	PROPN
gssr-621	972	8	.	.	PUNCT
gssr-621	973	1	https://doi.org/10.1038/s41467-022-28748-0	https://doi.org/10.1038/s41467-022-28748-0	PROPN
gssr-621	973	2	awulachew	awulachew	PROPN
gssr-621	973	3	,	,	PUNCT
gssr-621	973	4	m.	m.	NOUN
gssr-621	973	5	t.	t.	PROPN
gssr-621	973	6	(	(	PUNCT
gssr-621	973	7	2020	2020	NUM
gssr-621	973	8	)	)	PUNCT
gssr-621	973	9	.	.	PUNCT
gssr-621	974	1	techno	techno	NOUN
gssr-621	974	2	economic	economic	ADJ
gssr-621	974	3	feasibility	feasibility	NOUN
gssr-621	974	4	and	and	CCONJ
gssr-621	974	5	engineering	engineering	NOUN
gssr-621	974	6	application	application	NOUN
gssr-621	974	7	study	study	NOUN
gssr-621	974	8	to	to	ADP
gssr-621	974	9	establishment	establishment	NOUN
gssr-621	974	10	of	of	ADP
gssr-621	974	11	corn	corn	NOUN
gssr-621	974	12	processing	processing	NOUN
gssr-621	974	13	(	(	PUNCT
gssr-621	974	14	glucose	glucose	NOUN
gssr-621	974	15	)	)	PUNCT
gssr-621	974	16	plant	plant	NOUN
gssr-621	974	17	in	in	ADP
gssr-621	974	18	ethiopia	ethiopia	PROPN
gssr-621	974	19	.	.	PUNCT
gssr-621	975	1	international	international	ADJ
gssr-621	975	2	journal	journal	PROPN
gssr-621	975	3	for	for	ADP
gssr-621	975	4	research	research	NOUN
gssr-621	975	5	in	in	ADP
gssr-621	975	6	agricultural	agricultural	ADJ
gssr-621	975	7	and	and	CCONJ
gssr-621	975	8	food	food	NOUN
gssr-621	975	9	science	science	NOUN
gssr-621	975	10	,	,	PUNCT
gssr-621	975	11	6(1	6(1	NUM
gssr-621	975	12	)	)	PUNCT
gssr-621	975	13	,	,	PUNCT
gssr-621	975	14	15–31	15–31	NUM
gssr-621	975	15	.	.	PUNCT
gssr-621	975	16	https://gnpublication.org/index.php/afs/article/view/1173	https://gnpublication.org/index.php/afs/article/view/1173	NOUN
gssr-621	975	17	aydar	aydar	NOUN
gssr-621	975	18	,	,	PUNCT
gssr-621	975	19	a.	a.	NOUN
gssr-621	975	20	y.	y.	PROPN
gssr-621	975	21	(	(	PUNCT
gssr-621	975	22	2018	2018	NUM
gssr-621	975	23	)	)	PUNCT
gssr-621	975	24	.	.	PUNCT
gssr-621	976	1	utilization	utilization	NOUN
gssr-621	976	2	of	of	ADP
gssr-621	976	3	response	response	NOUN
gssr-621	976	4	surface	surface	NOUN
gssr-621	976	5	methodology	methodology	NOUN
gssr-621	976	6	in	in	ADP
gssr-621	976	7	optimization	optimization	NOUN
gssr-621	976	8	of	of	ADP
gssr-621	976	9	extraction	extraction	NOUN
gssr-621	976	10	of	of	ADP
gssr-621	976	11	plant	plant	NOUN
gssr-621	976	12	materials	material	NOUN
gssr-621	976	13	.	.	PUNCT
gssr-621	977	1	in	in	ADP
gssr-621	977	2	v.	v.	ADP
gssr-621	977	3	silva	silva	NOUN
gssr-621	977	4	(	(	PUNCT
gssr-621	977	5	ed	ed	NOUN
gssr-621	977	6	.	.	PUNCT
gssr-621	977	7	)	)	PUNCT
gssr-621	977	8	,	,	PUNCT
gssr-621	977	9	statistical	statistical	ADJ
gssr-621	977	10	approaches	approach	NOUN
gssr-621	977	11	with	with	ADP
gssr-621	977	12	emphasis	emphasis	NOUN
gssr-621	977	13	on	on	ADP
gssr-621	977	14	design	design	NOUN
gssr-621	977	15	of	of	ADP
gssr-621	977	16	experiments	experiment	NOUN
gssr-621	977	17	applied	apply	VERB
gssr-621	977	18	to	to	ADP
gssr-621	977	19	chemical	chemical	NOUN
gssr-621	977	20	processes	process	NOUN
gssr-621	977	21	.	.	PUNCT
gssr-621	978	1	intechopen	intechopen	ADJ
gssr-621	978	2	.	.	PUNCT
gssr-621	979	1	https://doi.org/10.5772/intechopen.73690	https://doi.org/10.5772/intechopen.73690	NOUN
gssr-621	979	2	barba	barba	NOUN
gssr-621	979	3	,	,	PUNCT
gssr-621	979	4	f.	f.	PROPN
gssr-621	979	5	c.	c.	PROPN
gssr-621	979	6	,	,	PUNCT
gssr-621	979	7	grasham	grasham	PROPN
gssr-621	979	8	,	,	PUNCT
gssr-621	979	9	o.	o.	PROPN
gssr-621	979	10	,	,	PUNCT
gssr-621	979	11	puri	puri	PROPN
gssr-621	979	12	,	,	PUNCT
gssr-621	979	13	d.	d.	PROPN
gssr-621	979	14	j.	j.	PROPN
gssr-621	979	15	,	,	PUNCT
gssr-621	979	16	&	&	CCONJ
gssr-621	979	17	blacker	black	ADJ
gssr-621	979	18	,	,	PUNCT
gssr-621	979	19	a.	a.	PROPN
gssr-621	979	20	j.	j.	PROPN
gssr-621	979	21	(	(	PUNCT
gssr-621	979	22	2022	2022	NUM
gssr-621	979	23	)	)	PUNCT
gssr-621	979	24	.	.	PUNCT
gssr-621	980	1	a	a	DET
gssr-621	980	2	simple	simple	ADJ
gssr-621	980	3	techno	techno	NOUN
gssr-621	980	4	-	-	PUNCT
gssr-621	980	5	economic	economic	ADJ
gssr-621	980	6	assessment	assessment	NOUN
gssr-621	980	7	for	for	ADP
gssr-621	980	8	scaling	scaling	NOUN
gssr-621	980	9	-	-	PUNCT
gssr-621	980	10	up	up	ADP
gssr-621	980	11	the	the	DET
gssr-621	980	12	enzymatic	enzymatic	ADJ
gssr-621	980	13	hydrolysis	hydrolysis	NOUN
gssr-621	980	14	of	of	ADP
gssr-621	980	15	msw	msw	NOUN
gssr-621	980	16	pulp	pulp	NOUN
gssr-621	980	17	.	.	PUNCT
gssr-621	981	1	frontiers	frontier	NOUN
gssr-621	981	2	in	in	ADP
gssr-621	981	3	energy	energy	NOUN
gssr-621	981	4	research	research	NOUN
gssr-621	981	5	,	,	PUNCT
gssr-621	981	6	10	10	NUM
gssr-621	981	7	,	,	PUNCT
gssr-621	981	8	1–13	1–13	NOUN
gssr-621	981	9	.	.	PUNCT
gssr-621	982	1	https://doi.org/10.3389/fenrg.2022.788534	https://doi.org/10.3389/fenrg.2022.788534	PROPN
gssr-621	982	2	bauer	bauer	PROPN
gssr-621	982	3	,	,	PUNCT
gssr-621	982	4	j.	j.	PROPN
gssr-621	982	5	a.	a.	PROPN
gssr-621	982	6	,	,	PUNCT
gssr-621	982	7	zámocká	zámocká	NOUN
gssr-621	982	8	,	,	PUNCT
gssr-621	982	9	m.	m.	NOUN
gssr-621	982	10	,	,	PUNCT
gssr-621	982	11	majtán	majtán	NOUN
gssr-621	982	12	,	,	PUNCT
gssr-621	982	13	j.	j.	PROPN
gssr-621	982	14	,	,	PUNCT
gssr-621	982	15	&	&	CCONJ
gssr-621	982	16	bauerová	bauerová	PROPN
gssr-621	982	17	-	-	PUNCT
gssr-621	982	18	hlinková	hlinková	PROPN
gssr-621	982	19	,	,	PUNCT
gssr-621	982	20	v.	v.	PROPN
gssr-621	982	21	(	(	PUNCT
gssr-621	982	22	2022	2022	NUM
gssr-621	982	23	)	)	PUNCT
gssr-621	982	24	.	.	PUNCT
gssr-621	983	1	glucose	glucose	NOUN
gssr-621	983	2	oxidase	oxidase	NOUN
gssr-621	983	3	,	,	PUNCT
gssr-621	983	4	an	an	DET
gssr-621	983	5	enzyme	enzyme	NOUN
gssr-621	983	6	“	"	PUNCT
gssr-621	983	7	ferrari	ferrari	PROPN
gssr-621	983	8	”	"	PUNCT
gssr-621	983	9	:	:	PUNCT
gssr-621	983	10	its	its	PRON
gssr-621	983	11	structure	structure	NOUN
gssr-621	983	12	,	,	PUNCT
gssr-621	983	13	function	function	NOUN
gssr-621	983	14	,	,	PUNCT
gssr-621	983	15	production	production	NOUN
gssr-621	983	16	and	and	CCONJ
gssr-621	983	17	properties	property	NOUN
gssr-621	983	18	in	in	ADP
gssr-621	983	19	the	the	DET
gssr-621	983	20	light	light	NOUN
gssr-621	983	21	of	of	ADP
gssr-621	983	22	various	various	ADJ
gssr-621	983	23	industrial	industrial	ADJ
gssr-621	983	24	and	and	CCONJ
gssr-621	983	25	biotechnological	biotechnological	ADJ
gssr-621	983	26	applications	application	NOUN
gssr-621	983	27	.	.	PUNCT
gssr-621	984	1	biomolecules	biomolecule	NOUN
gssr-621	984	2	,	,	PUNCT
gssr-621	984	3	12(472	12(472	NOUN
gssr-621	984	4	)	)	PUNCT
gssr-621	984	5	,	,	PUNCT
gssr-621	984	6	1–25	1–25	PROPN
gssr-621	984	7	.	.	PUNCT
gssr-621	985	1	https://doi.org/10.3390/biom12030472	https://doi.org/10.3390/biom12030472	PROPN
gssr-621	985	2	behera	behera	PROPN
gssr-621	985	3	,	,	PUNCT
gssr-621	985	4	s.	s.	PROPN
gssr-621	985	5	s.	s.	PROPN
gssr-621	985	6	,	,	PUNCT
gssr-621	985	7	ray	ray	PROPN
gssr-621	985	8	,	,	PUNCT
gssr-621	985	9	r.	r.	PROPN
gssr-621	985	10	c.	c.	PROPN
gssr-621	985	11	,	,	PUNCT
gssr-621	985	12	das	das	PROPN
gssr-621	985	13	,	,	PUNCT
gssr-621	985	14	u.	u.	NOUN
gssr-621	985	15	,	,	PUNCT
gssr-621	985	16	panda	panda	NOUN
gssr-621	985	17	,	,	PUNCT
gssr-621	985	18	s.	s.	PROPN
gssr-621	985	19	k.	k.	PROPN
gssr-621	985	20	,	,	PUNCT
gssr-621	985	21	&	&	CCONJ
gssr-621	985	22	saranraj	saranraj	PROPN
gssr-621	985	23	,	,	PUNCT
gssr-621	985	24	p.	p.	NOUN
gssr-621	985	25	(	(	PUNCT
gssr-621	985	26	2019	2019	NUM
gssr-621	985	27	)	)	PUNCT
gssr-621	985	28	.	.	PUNCT
gssr-621	986	1	microorganisms	microorganism	NOUN
gssr-621	986	2	in	in	ADP
gssr-621	986	3	fermentation	fermentation	NOUN
gssr-621	986	4	.	.	PUNCT
gssr-621	987	1	essentials	essential	NOUN
gssr-621	987	2	in	in	ADP
gssr-621	987	3	fermentation	fermentation	NOUN
gssr-621	987	4	technology	technology	NOUN
gssr-621	987	5	,	,	PUNCT
gssr-621	987	6	1–39	1–39	PROPN
gssr-621	987	7	.	.	PUNCT
gssr-621	988	1	https://doi.org/10.1007/978-3-030-16230-6_1	https://doi.org/10.1007/978-3-030-16230-6_1	PUNCT
gssr-621	988	2	bhandari	bhandari	PROPN
gssr-621	988	3	,	,	PUNCT
gssr-621	988	4	s.	s.	PROPN
gssr-621	988	5	,	,	PUNCT
gssr-621	988	6	poudel	poudel	PROPN
gssr-621	988	7	,	,	PUNCT
gssr-621	988	8	d.	d.	PROPN
gssr-621	988	9	k.	k.	PROPN
gssr-621	988	10	,	,	PUNCT
gssr-621	988	11	marahatha	marahatha	PROPN
gssr-621	988	12	,	,	PUNCT
gssr-621	988	13	r.	r.	PROPN
gssr-621	988	14	,	,	PUNCT
gssr-621	988	15	dawadi	dawadi	NOUN
gssr-621	988	16	,	,	PUNCT
gssr-621	988	17	s.	s.	PROPN
gssr-621	988	18	,	,	PUNCT
gssr-621	988	19	khadayat	khadayat	PROPN
gssr-621	988	20	,	,	PUNCT
gssr-621	988	21	k.	k.	PROPN
gssr-621	988	22	,	,	PUNCT
gssr-621	988	23	phuyal	phuyal	PROPN
gssr-621	988	24	,	,	PUNCT
gssr-621	988	25	s.	s.	PROPN
gssr-621	988	26	,	,	PUNCT
gssr-621	988	27	shrestha	shrestha	PROPN
gssr-621	988	28	,	,	PUNCT
gssr-621	988	29	s.	s.	PROPN
gssr-621	988	30	,	,	PUNCT
gssr-621	988	31	gaire	gaire	PROPN
gssr-621	988	32	,	,	PUNCT
gssr-621	988	33	s.	s.	PROPN
gssr-621	988	34	,	,	PUNCT
gssr-621	988	35	rasnetm	rasnetm	PROPN
gssr-621	988	36	,	,	PUNCT
gssr-621	988	37	k.	k.	PROPN
gssr-621	988	38	,	,	PUNCT
gssr-621	988	39	khadka	khadka	PROPN
gssr-621	988	40	,	,	PUNCT
gssr-621	988	41	u.	u.	PROPN
gssr-621	988	42	,	,	PUNCT
gssr-621	988	43	&	&	CCONJ
gssr-621	988	44	parajuli	parajuli	PROPN
gssr-621	988	45	,	,	PUNCT
gssr-621	988	46	n.	n.	NOUN
gssr-621	988	47	(	(	PUNCT
gssr-621	988	48	2021	2021	NUM
gssr-621	988	49	)	)	PUNCT
gssr-621	988	50	.	.	PUNCT
gssr-621	989	1	microbial	microbial	ADJ
gssr-621	989	2	enzymes	enzyme	NOUN
gssr-621	989	3	used	use	VERB
gssr-621	989	4	in	in	ADP
gssr-621	989	5	bioremediation	bioremediation	NOUN
gssr-621	989	6	.	.	PUNCT
gssr-621	990	1	journal	journal	NOUN
gssr-621	990	2	of	of	ADP
gssr-621	990	3	chemistry	chemistry	NOUN
gssr-621	990	4	,	,	PUNCT
gssr-621	990	5	2021(8849512	2021(8849512	NUM
gssr-621	990	6	)	)	PUNCT
gssr-621	990	7	,	,	PUNCT
gssr-621	990	8	1–17	1–17	PROPN
gssr-621	990	9	.	.	PUNCT
gssr-621	991	1	https://doi.org/10.1155/2021/8849512	https://doi.org/10.1155/2021/8849512	PROPN
gssr-621	991	2	bisht	bisht	PROPN
gssr-621	991	3	,	,	PUNCT
gssr-621	991	4	d.	d.	PROPN
gssr-621	991	5	,	,	PUNCT
gssr-621	991	6	yadav	yadav	PROPN
gssr-621	991	7	,	,	PUNCT
gssr-621	991	8	v.	v.	ADV
gssr-621	991	9	,	,	PUNCT
gssr-621	991	10	rajsi	rajsi	NOUN
gssr-621	991	11	,	,	PUNCT
gssr-621	991	12	saha	saha	NOUN
gssr-621	991	13	,	,	PUNCT
gssr-621	991	14	p.	p.	PROPN
gssr-621	991	15	,	,	PUNCT
gssr-621	991	16	&	&	CCONJ
gssr-621	991	17	kumar	kumar	PROPN
gssr-621	991	18	,	,	PUNCT
gssr-621	991	19	n.	n.	PROPN
gssr-621	991	20	(	(	PUNCT
gssr-621	991	21	2019	2019	NUM
gssr-621	991	22	)	)	PUNCT
gssr-621	991	23	.	.	PUNCT
gssr-621	992	1	glucose	glucose	NOUN
gssr-621	992	2	monitoring	monitoring	NOUN
gssr-621	992	3	technologies	technology	NOUN
gssr-621	992	4	and	and	CCONJ
gssr-621	992	5	challenges	challenge	NOUN
gssr-621	992	6	:	:	PUNCT
gssr-621	992	7	an	an	DET
gssr-621	992	8	update	update	NOUN
gssr-621	992	9	.	.	PUNCT
gssr-621	993	1	the	the	DET
gssr-621	993	2	international	international	ADJ
gssr-621	993	3	journal	journal	NOUN
gssr-621	993	4	of	of	ADP
gssr-621	993	5	biotechnology	biotechnology	NOUN
gssr-621	993	6	,	,	PUNCT
gssr-621	993	7	8(1	8(1	NOUN
gssr-621	993	8	)	)	PUNCT
gssr-621	993	9	,	,	PUNCT
gssr-621	993	10	1–11	1–11	PROPN
gssr-621	993	11	.	.	PUNCT
gssr-621	994	1	https://doi.org/10.18488/journal.57.2019.81.1.11	https://doi.org/10.18488/journal.57.2019.81.1.11	PROPN
gssr-621	994	2	blanco	blanco	PROPN
gssr-621	994	3	,	,	PUNCT
gssr-621	994	4	j.	j.	PROPN
gssr-621	994	5	,	,	PUNCT
gssr-621	994	6	iglesias	iglesias	PROPN
gssr-621	994	7	,	,	PUNCT
gssr-621	994	8	j.	j.	PROPN
gssr-621	994	9	,	,	PUNCT
gssr-621	994	10	morales	morales	PROPN
gssr-621	994	11	,	,	PUNCT
gssr-621	994	12	g.	g.	PROPN
gssr-621	994	13	,	,	PUNCT
gssr-621	994	14	melero	melero	PROPN
gssr-621	994	15	,	,	PUNCT
gssr-621	994	16	j.	j.	PROPN
gssr-621	994	17	a.	a.	PROPN
gssr-621	994	18	,	,	PUNCT
gssr-621	994	19	&	&	CCONJ
gssr-621	994	20	moreno	moreno	PROPN
gssr-621	994	21	,	,	PUNCT
gssr-621	994	22	j.	j.	PROPN
gssr-621	994	23	(	(	PUNCT
gssr-621	994	24	2020	2020	NUM
gssr-621	994	25	)	)	PUNCT
gssr-621	994	26	.	.	PUNCT
gssr-621	995	1	comparative	comparative	ADJ
gssr-621	995	2	life	life	NOUN
gssr-621	995	3	cycle	cycle	NOUN
gssr-621	995	4	assessment	assessment	NOUN
gssr-621	995	5	of	of	ADP
gssr-621	995	6	glucose	glucose	NOUN
gssr-621	995	7	production	production	NOUN
gssr-621	995	8	from	from	ADP
gssr-621	995	9	maize	maize	NOUN
gssr-621	995	10	starch	starch	NOUN
gssr-621	995	11	and	and	CCONJ
gssr-621	995	12	woody	woody	ADJ
gssr-621	995	13	biomass	biomass	NOUN
gssr-621	995	14	residues	residue	NOUN
gssr-621	995	15	as	as	ADP
gssr-621	995	16	a	a	DET
gssr-621	995	17	feedstock	feedstock	NOUN
gssr-621	995	18	.	.	PUNCT
gssr-621	996	1	applied	apply	VERB
gssr-621	996	2	sciences	science	NOUN
gssr-621	996	3	,	,	PUNCT
gssr-621	996	4	10(2946	10(2946	NUM
gssr-621	996	5	)	)	PUNCT
gssr-621	996	6	,	,	PUNCT
gssr-621	996	7	1–14	1–14	PROPN
gssr-621	996	8	.	.	PROPN
gssr-621	997	1	https://doi.org/10.3390/app10082946	https://doi.org/10.3390/app10082946	PROPN
gssr-621	997	2	bohn	bohn	PROPN
gssr-621	997	3	,	,	PUNCT
gssr-621	997	4	p.	p.	PROPN
gssr-621	997	5	d.	d.	PROPN
gssr-621	997	6	,	,	PUNCT
gssr-621	997	7	anchieta	anchieta	PROPN
gssr-621	997	8	,	,	PUNCT
gssr-621	997	9	c.	c.	PROPN
gssr-621	997	10	g.	g.	PROPN
gssr-621	997	11	,	,	PUNCT
gssr-621	997	12	kuhn	kuhn	PROPN
gssr-621	997	13	,	,	PUNCT
gssr-621	997	14	k.	k.	PROPN
gssr-621	997	15	r.	r.	PROPN
gssr-621	997	16	,	,	PUNCT
gssr-621	997	17	muller	muller	PROPN
gssr-621	997	18	,	,	PUNCT
gssr-621	997	19	e.	e.	PROPN
gssr-621	997	20	i.	i.	PROPN
gssr-621	997	21	,	,	PUNCT
gssr-621	997	22	mayer	mayer	PROPN
gssr-621	997	23	,	,	PUNCT
gssr-621	997	24	f.	f.	PROPN
gssr-621	997	25	,	,	PUNCT
gssr-621	997	26	&	&	CCONJ
gssr-621	997	27	kuhn	kuhn	PROPN
gssr-621	997	28	,	,	PUNCT
gssr-621	997	29	r.	r.	PROPN
gssr-621	997	30	c.	c.	PROPN
gssr-621	997	31	(	(	PUNCT
gssr-621	997	32	2021	2021	NUM
gssr-621	997	33	)	)	PUNCT
gssr-621	997	34	.	.	PUNCT
gssr-621	998	1	conversion	conversion	NOUN
gssr-621	998	2	of	of	ADP
gssr-621	998	3	rice	rice	NOUN
gssr-621	998	4	husk	husk	NOUN
gssr-621	998	5	biomass	biomass	NOUN
gssr-621	998	6	into	into	ADP
gssr-621	998	7	reducing	reduce	VERB
gssr-621	998	8	sugars	sugar	NOUN
gssr-621	998	9	:	:	PUNCT
gssr-621	998	10	influence	influence	NOUN
gssr-621	998	11	of	of	ADP
gssr-621	998	12	pretreatment	pretreatment	NOUN
gssr-621	998	13	with	with	ADP
gssr-621	998	14	water	water	NOUN
gssr-621	998	15	and	and	CCONJ
gssr-621	998	16	[	[	X
gssr-621	998	17	c16mim][br-	c16mim][br-	X
gssr-621	998	18	]	]	X
gssr-621	998	19	ionic	ionic	ADJ
gssr-621	998	20	liquid	liquid	NOUN
gssr-621	998	21	.	.	PUNCT
gssr-621	999	1	research	research	NOUN
gssr-621	999	2	square	square	PROPN
gssr-621	999	3	,	,	PUNCT
gssr-621	999	4	1–26	1–26	PROPN
gssr-621	999	5	.	.	PUNCT
gssr-621	1000	1	https://doi.org/10.21203/rs.3.rs-346055/v1	https://doi.org/10.21203/rs.3.rs-346055/v1	AUX
gssr-621	1001	1	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	1001	2	global	global	ADJ
gssr-621	1001	3	sustainability	sustainability	NOUN
gssr-621	1001	4	research	research	NOUN
gssr-621	1001	5	global	global	ADJ
gssr-621	1001	6	scientific	scientific	ADJ
gssr-621	1001	7	research	research	NOUN
gssr-621	1001	8	116	116	NUM
gssr-621	1001	9	brandt	brandt	PROPN
gssr-621	1001	10	,	,	PUNCT
gssr-621	1001	11	k.	k.	PROPN
gssr-621	1001	12	l.	l.	PROPN
gssr-621	1001	13	,	,	PUNCT
gssr-621	1001	14	gao	gao	PROPN
gssr-621	1001	15	,	,	PUNCT
gssr-621	1001	16	j.	j.	PROPN
gssr-621	1001	17	,	,	PUNCT
gssr-621	1001	18	wang	wang	PROPN
gssr-621	1001	19	,	,	PUNCT
gssr-621	1001	20	j.	j.	PROPN
gssr-621	1001	21	,	,	PUNCT
gssr-621	1001	22	wooley	wooley	PROPN
gssr-621	1001	23	,	,	PUNCT
gssr-621	1001	24	r.	r.	PROPN
gssr-621	1001	25	j.	j.	PROPN
gssr-621	1001	26	,	,	PUNCT
gssr-621	1001	27	&	&	CCONJ
gssr-621	1001	28	wolcott	wolcott	PROPN
gssr-621	1001	29	,	,	PUNCT
gssr-621	1001	30	m.	m.	NOUN
gssr-621	1001	31	(	(	PUNCT
gssr-621	1001	32	2018	2018	NUM
gssr-621	1001	33	)	)	PUNCT
gssr-621	1001	34	.	.	PUNCT
gssr-621	1002	1	techno	techno	NOUN
gssr-621	1002	2	-	-	PUNCT
gssr-621	1002	3	economic	economic	ADJ
gssr-621	1002	4	analysis	analysis	NOUN
gssr-621	1002	5	of	of	ADP
gssr-621	1002	6	forest	forest	NOUN
gssr-621	1002	7	residue	residue	NOUN
gssr-621	1002	8	conversion	conversion	NOUN
gssr-621	1002	9	to	to	ADP
gssr-621	1002	10	sugar	sugar	NOUN
gssr-621	1002	11	using	use	VERB
gssr-621	1002	12	three	three	NUM
gssr-621	1002	13	-	-	PUNCT
gssr-621	1002	14	stage	stage	NOUN
gssr-621	1002	15	milling	milling	NOUN
gssr-621	1002	16	as	as	ADP
gssr-621	1002	17	pretreatment	pretreatment	NOUN
gssr-621	1002	18	.	.	PUNCT
gssr-621	1003	1	frontiers	frontier	NOUN
gssr-621	1003	2	in	in	ADP
gssr-621	1003	3	energy	energy	NOUN
gssr-621	1003	4	research	research	NOUN
gssr-621	1003	5	,	,	PUNCT
gssr-621	1003	6	6(77	6(77	NUM
gssr-621	1003	7	)	)	PUNCT
gssr-621	1003	8	,	,	PUNCT
gssr-621	1003	9	1–11	1–11	PROPN
gssr-621	1003	10	.	.	PUNCT
gssr-621	1004	1	https://doi.org/10.3389/fenrg.2018.00077	https://doi.org/10.3389/fenrg.2018.00077	PROPN
gssr-621	1004	2	briones	briones	PROPN
gssr-621	1004	3	-	-	PUNCT
gssr-621	1004	4	baez	baez	PROPN
gssr-621	1004	5	,	,	PUNCT
gssr-621	1004	6	m.	m.	NOUN
gssr-621	1004	7	f.	f.	PROPN
gssr-621	1004	8	,	,	PUNCT
gssr-621	1004	9	aguilera	aguilera	PROPN
gssr-621	1004	10	-	-	PUNCT
gssr-621	1004	11	vazquez	vazquez	PROPN
gssr-621	1004	12	,	,	PUNCT
gssr-621	1004	13	l.	l.	PROPN
gssr-621	1004	14	,	,	PUNCT
gssr-621	1004	15	rangel	rangel	PROPN
gssr-621	1004	16	-	-	PUNCT
gssr-621	1004	17	valdez	valdez	PROPN
gssr-621	1004	18	,	,	PUNCT
gssr-621	1004	19	n.	n.	PROPN
gssr-621	1004	20	,	,	PUNCT
gssr-621	1004	21	martinez	martinez	PROPN
gssr-621	1004	22	-	-	PUNCT
gssr-621	1004	23	salazar	salazar	PROPN
gssr-621	1004	24	,	,	PUNCT
gssr-621	1004	25	a.	a.	PROPN
gssr-621	1004	26	l.	l.	PROPN
gssr-621	1004	27	,	,	PUNCT
gssr-621	1004	28	&	&	CCONJ
gssr-621	1004	29	zuniga	zuniga	PROPN
gssr-621	1004	30	,	,	PUNCT
gssr-621	1004	31	c.	c.	PROPN
gssr-621	1004	32	(	(	PUNCT
gssr-621	1004	33	2022	2022	NUM
gssr-621	1004	34	)	)	PUNCT
gssr-621	1004	35	.	.	PUNCT
gssr-621	1005	1	multi	multi	ADJ
gssr-621	1005	2	-	-	ADJ
gssr-621	1005	3	objective	objective	ADJ
gssr-621	1005	4	optimization	optimization	NOUN
gssr-621	1005	5	of	of	ADP
gssr-621	1005	6	microalgae	microalgae	NOUN
gssr-621	1005	7	metabolism	metabolism	NOUN
gssr-621	1005	8	:	:	PUNCT
gssr-621	1005	9	an	an	DET
gssr-621	1005	10	evolutive	evolutive	ADJ
gssr-621	1005	11	algorithm	algorithm	NOUN
gssr-621	1005	12	based	base	VERB
gssr-621	1005	13	on	on	ADP
gssr-621	1005	14	fba	fba	PROPN
gssr-621	1005	15	.	.	PROPN
gssr-621	1005	16	metabolites	metabolite	NOUN
gssr-621	1005	17	,	,	PUNCT
gssr-621	1005	18	12(7	12(7	NUM
gssr-621	1005	19	)	)	PUNCT
gssr-621	1005	20	.	.	PUNCT
gssr-621	1006	1	https://doi.org/10.3390/metabo12070603	https://doi.org/10.3390/metabo12070603	PROPN
gssr-621	1006	2	brito	brito	PROPN
gssr-621	1006	3	,	,	PUNCT
gssr-621	1006	4	p.	p.	NOUN
gssr-621	1006	5	m.	m.	NOUN
gssr-621	1006	6	,	,	PUNCT
gssr-621	1006	7	&	&	CCONJ
gssr-621	1006	8	antunes	antunes	PROPN
gssr-621	1006	9	,	,	PUNCT
gssr-621	1006	10	f.	f.	PROPN
gssr-621	1006	11	(	(	PUNCT
gssr-621	1006	12	2014	2014	NUM
gssr-621	1006	13	)	)	PUNCT
gssr-621	1006	14	.	.	PUNCT
gssr-621	1007	1	estimation	estimation	NOUN
gssr-621	1007	2	of	of	ADP
gssr-621	1007	3	kinetic	kinetic	ADJ
gssr-621	1007	4	parameters	parameter	NOUN
gssr-621	1007	5	related	relate	VERB
gssr-621	1007	6	to	to	ADP
gssr-621	1007	7	biochemical	biochemical	ADJ
gssr-621	1007	8	interactions	interaction	NOUN
gssr-621	1007	9	between	between	ADP
gssr-621	1007	10	hydrogen	hydrogen	NOUN
gssr-621	1007	11	peroxide	peroxide	NOUN
gssr-621	1007	12	and	and	CCONJ
gssr-621	1007	13	signal	signal	ADJ
gssr-621	1007	14	transduction	transduction	NOUN
gssr-621	1007	15	proteins	protein	NOUN
gssr-621	1007	16	.	.	PUNCT
gssr-621	1008	1	frontiers	frontier	NOUN
gssr-621	1008	2	in	in	ADP
gssr-621	1008	3	chemistry	chemistry	NOUN
gssr-621	1008	4	,	,	PUNCT
gssr-621	1008	5	2(82	2(82	NUM
gssr-621	1008	6	)	)	PUNCT
gssr-621	1008	7	,	,	PUNCT
gssr-621	1008	8	1–13	1–13	NOUN
gssr-621	1008	9	.	.	PUNCT
gssr-621	1009	1	https://doi.org/10.3389/fchem.2014.00082	https://doi.org/10.3389/fchem.2014.00082	PROPN
gssr-621	1009	2	bryan	bryan	PROPN
gssr-621	1009	3	,	,	PUNCT
gssr-621	1009	4	a.	a.	PROPN
gssr-621	1009	5	,	,	PUNCT
gssr-621	1009	6	hart	hart	PROPN
gssr-621	1009	7	,	,	PUNCT
gssr-621	1009	8	c.	c.	PROPN
gssr-621	1009	9	,	,	PUNCT
gssr-621	1009	10	howell	howell	PROPN
gssr-621	1009	11	,	,	PUNCT
gssr-621	1009	12	a.	a.	PROPN
gssr-621	1009	13	,	,	PUNCT
gssr-621	1009	14	wise	wise	ADJ
gssr-621	1009	15	,	,	PUNCT
gssr-621	1009	16	m.	m.	NOUN
gssr-621	1009	17	,	,	PUNCT
gssr-621	1009	18	&	&	CCONJ
gssr-621	1009	19	roberts	roberts	PROPN
gssr-621	1009	20	,	,	PUNCT
gssr-621	1009	21	b.	b.	PROPN
gssr-621	1009	22	(	(	PUNCT
gssr-621	1009	23	2018	2018	NUM
gssr-621	1009	24	)	)	PUNCT
gssr-621	1009	25	.	.	PUNCT
gssr-621	1010	1	glucose	glucose	NOUN
gssr-621	1010	2	concentrations	concentration	NOUN
gssr-621	1010	3	effect	effect	NOUN
gssr-621	1010	4	on	on	ADP
gssr-621	1010	5	rate	rate	NOUN
gssr-621	1010	6	of	of	ADP
gssr-621	1010	7	fermentation	fermentation	NOUN
gssr-621	1010	8	in	in	ADP
gssr-621	1010	9	yeast	yeast	NOUN
gssr-621	1010	10	.	.	PUNCT
gssr-621	1011	1	journal	journal	PROPN
gssr-621	1011	2	of	of	ADP
gssr-621	1011	3	undergraduate	undergraduate	ADJ
gssr-621	1011	4	biology	biology	NOUN
gssr-621	1011	5	laboratory	laboratory	NOUN
gssr-621	1011	6	investigations	investigation	NOUN
gssr-621	1011	7	(	(	PUNCT
gssr-621	1011	8	jubli	jubli	PROPN
gssr-621	1011	9	)	)	PUNCT
gssr-621	1011	10	,	,	PUNCT
gssr-621	1011	11	00(00	00(00	NUM
gssr-621	1011	12	)	)	PUNCT
gssr-621	1011	13	,	,	PUNCT
gssr-621	1011	14	1–4	1–4	PROPN
gssr-621	1011	15	.	.	PUNCT
gssr-621	1012	1	https://undergradsciencejournals.okstate.edu/index.php/jubli/article/view/8738	https://undergradsciencejournals.okstate.edu/index.php/jubli/article/view/8738	PROPN
gssr-621	1012	2	bussamra	bussamra	PROPN
gssr-621	1012	3	,	,	PUNCT
gssr-621	1012	4	b.	b.	PROPN
gssr-621	1012	5	c.	c.	PROPN
gssr-621	1012	6	,	,	PUNCT
gssr-621	1012	7	meerman	meerman	PROPN
gssr-621	1012	8	,	,	PUNCT
gssr-621	1012	9	p.	p.	PROPN
gssr-621	1012	10	,	,	PUNCT
gssr-621	1012	11	viswanathan	viswanathan	PROPN
gssr-621	1012	12	,	,	PUNCT
gssr-621	1012	13	v.	v.	PROPN
gssr-621	1012	14	,	,	PUNCT
gssr-621	1012	15	mussatto	mussatto	NOUN
gssr-621	1012	16	,	,	PUNCT
gssr-621	1012	17	s.	s.	PROPN
gssr-621	1012	18	i.	i.	PROPN
gssr-621	1012	19	,	,	PUNCT
gssr-621	1012	20	da	da	PROPN
gssr-621	1012	21	costa	costa	PROPN
gssr-621	1012	22	,	,	PUNCT
gssr-621	1012	23	a.	a.	PROPN
gssr-621	1012	24	c.	c.	PROPN
gssr-621	1012	25	,	,	PUNCT
gssr-621	1012	26	van	van	PROPN
gssr-621	1012	27	der	der	NOUN
gssr-621	1012	28	wielen	wielen	VERB
gssr-621	1012	29	,	,	PUNCT
gssr-621	1012	30	l.	l.	PROPN
gssr-621	1012	31	,	,	PUNCT
gssr-621	1012	32	&	&	CCONJ
gssr-621	1012	33	ottens	ottens	PROPN
gssr-621	1012	34	,	,	PUNCT
gssr-621	1012	35	m.	m.	NOUN
gssr-621	1012	36	(	(	PUNCT
gssr-621	1012	37	2020	2020	NUM
gssr-621	1012	38	)	)	PUNCT
gssr-621	1012	39	.	.	PUNCT
gssr-621	1013	1	enzymatic	enzymatic	ADJ
gssr-621	1013	2	hydrolysis	hydrolysis	NOUN
gssr-621	1013	3	of	of	ADP
gssr-621	1013	4	sugarcane	sugarcane	NOUN
gssr-621	1013	5	bagasse	bagasse	NOUN
gssr-621	1013	6	in	in	ADP
gssr-621	1013	7	aqueous	aqueous	ADJ
gssr-621	1013	8	two	two	NUM
gssr-621	1013	9	-	-	PUNCT
gssr-621	1013	10	phase	phase	NOUN
gssr-621	1013	11	systems	system	NOUN
gssr-621	1013	12	(	(	PUNCT
gssr-621	1013	13	atps	atps	NOUN
gssr-621	1013	14	):	):	PUNCT
gssr-621	1013	15	exploration	exploration	NOUN
gssr-621	1013	16	and	and	CCONJ
gssr-621	1013	17	conceptual	conceptual	ADJ
gssr-621	1013	18	process	process	NOUN
gssr-621	1013	19	design	design	NOUN
gssr-621	1013	20	.	.	PUNCT
gssr-621	1014	1	frontiers	frontier	NOUN
gssr-621	1014	2	in	in	ADP
gssr-621	1014	3	chemistry	chemistry	NOUN
gssr-621	1014	4	,	,	PUNCT
gssr-621	1014	5	8	8	NUM
gssr-621	1014	6	.	.	PUNCT
gssr-621	1015	1	https://doi.org/10.3389/fchem.2020.00587	https://doi.org/10.3389/fchem.2020.00587	PROPN
gssr-621	1015	2	carreón	carreón	PROPN
gssr-621	1015	3	-	-	PUNCT
gssr-621	1015	4	rodríguez	rodríguez	PROPN
gssr-621	1015	5	,	,	PUNCT
gssr-621	1015	6	o.	o.	PROPN
gssr-621	1015	7	e.	e.	PROPN
gssr-621	1015	8	,	,	PUNCT
gssr-621	1015	9	gosset	gosset	PROPN
gssr-621	1015	10	,	,	PUNCT
gssr-621	1015	11	g.	g.	PROPN
gssr-621	1015	12	,	,	PUNCT
gssr-621	1015	13	escalante	escalante	PROPN
gssr-621	1015	14	,	,	PUNCT
gssr-621	1015	15	a.	a.	PROPN
gssr-621	1015	16	,	,	PUNCT
gssr-621	1015	17	&	&	CCONJ
gssr-621	1015	18	bolívar	bolívar	PROPN
gssr-621	1015	19	,	,	PUNCT
gssr-621	1015	20	f.	f.	PROPN
gssr-621	1015	21	(	(	PUNCT
gssr-621	1015	22	2023	2023	NUM
gssr-621	1015	23	)	)	PUNCT
gssr-621	1015	24	.	.	PUNCT
gssr-621	1016	1	glucose	glucose	NOUN
gssr-621	1016	2	transport	transport	NOUN
gssr-621	1016	3	in	in	ADP
gssr-621	1016	4	escherichia	escherichia	NOUN
gssr-621	1016	5	coli	coli	NOUN
gssr-621	1016	6	:	:	PUNCT
gssr-621	1016	7	from	from	ADP
gssr-621	1016	8	basics	basic	NOUN
gssr-621	1016	9	to	to	PART
gssr-621	1016	10	transport	transport	VERB
gssr-621	1016	11	engineering	engineering	NOUN
gssr-621	1016	12	.	.	PUNCT
gssr-621	1017	1	microorganisms	microorganism	NOUN
gssr-621	1017	2	,	,	PUNCT
gssr-621	1017	3	11(6	11(6	NUM
gssr-621	1017	4	)	)	PUNCT
gssr-621	1017	5	.	.	PUNCT
gssr-621	1018	1	https://doi.org/10.3390/microorganisms11061588	https://doi.org/10.3390/microorganisms11061588	PROPN
gssr-621	1018	2	chang	chang	PROPN
gssr-621	1018	3	,	,	PUNCT
gssr-621	1018	4	y.-h	y.-h	PROPN
gssr-621	1018	5	.	.	PROPN
gssr-621	1018	6	,	,	PUNCT
gssr-621	1018	7	chang	chang	PROPN
gssr-621	1018	8	,	,	PUNCT
gssr-621	1018	9	k.-s	k.-s	PROPN
gssr-621	1018	10	.	.	PROPN
gssr-621	1018	11	,	,	PUNCT
gssr-621	1018	12	chen	chen	PROPN
gssr-621	1018	13	,	,	PUNCT
gssr-621	1018	14	c.-y	c.-y	NOUN
gssr-621	1018	15	.	.	PUNCT
gssr-621	1018	16	,	,	PUNCT
gssr-621	1018	17	hsu	hsu	PROPN
gssr-621	1018	18	,	,	PUNCT
gssr-621	1018	19	c.-l	c.-l	PROPN
gssr-621	1018	20	.	.	PUNCT
gssr-621	1018	21	,	,	PUNCT
gssr-621	1018	22	chang	chang	PROPN
gssr-621	1018	23	,	,	PUNCT
gssr-621	1018	24	t.-c	t.-c	PROPN
gssr-621	1018	25	.	.	PROPN
gssr-621	1018	26	,	,	PUNCT
gssr-621	1018	27	&	&	CCONJ
gssr-621	1018	28	jang	jang	PROPN
gssr-621	1018	29	,	,	PUNCT
gssr-621	1018	30	h.-d	h.-d	PROPN
gssr-621	1018	31	.	.	PUNCT
gssr-621	1019	1	(	(	PUNCT
gssr-621	1019	2	2018	2018	NUM
gssr-621	1019	3	)	)	PUNCT
gssr-621	1019	4	.	.	PUNCT
gssr-621	1020	1	enhancement	enhancement	NOUN
gssr-621	1020	2	of	of	ADP
gssr-621	1020	3	the	the	DET
gssr-621	1020	4	efficiency	efficiency	NOUN
gssr-621	1020	5	of	of	ADP
gssr-621	1020	6	bioethanol	bioethanol	NOUN
gssr-621	1020	7	production	production	NOUN
gssr-621	1020	8	by	by	ADP
gssr-621	1020	9	saccharomyces	saccharomyce	NOUN
gssr-621	1020	10	cerevisiae	cerevisiae	NOUN
gssr-621	1020	11	via	via	ADP
gssr-621	1020	12	gradually	gradually	ADV
gssr-621	1020	13	batch	batch	NOUN
gssr-621	1020	14	-	-	PUNCT
gssr-621	1020	15	wise	wise	ADJ
gssr-621	1020	16	and	and	CCONJ
gssr-621	1020	17	fed	fed	ADJ
gssr-621	1020	18	-	-	PUNCT
gssr-621	1020	19	batch	batch	NOUN
gssr-621	1020	20	increasing	increase	VERB
gssr-621	1020	21	the	the	DET
gssr-621	1020	22	glucose	glucose	NOUN
gssr-621	1020	23	concentration	concentration	NOUN
gssr-621	1020	24	.	.	PUNCT
gssr-621	1021	1	fermentation	fermentation	NOUN
gssr-621	1021	2	,	,	PUNCT
gssr-621	1021	3	4(2	4(2	NUM
gssr-621	1021	4	)	)	PUNCT
gssr-621	1021	5	,	,	PUNCT
gssr-621	1021	6	1–12	1–12	NOUN
gssr-621	1021	7	.	.	PUNCT
gssr-621	1022	1	https://doi.org/10.3390/fermentation4020045	https://doi.org/10.3390/fermentation4020045	PROPN
gssr-621	1022	2	chen	chen	PROPN
gssr-621	1022	3	,	,	PUNCT
gssr-621	1022	4	w.-h	w.-h	NOUN
gssr-621	1022	5	.	.	PUNCT
gssr-621	1022	6	,	,	PUNCT
gssr-621	1022	7	lo	lo	PROPN
gssr-621	1022	8	,	,	PUNCT
gssr-621	1022	9	h.-j	h.-j	PROPN
gssr-621	1022	10	.	.	PROPN
gssr-621	1022	11	,	,	PUNCT
gssr-621	1022	12	aniza	aniza	PROPN
gssr-621	1022	13	,	,	PUNCT
gssr-621	1022	14	r.	r.	PROPN
gssr-621	1022	15	,	,	PUNCT
gssr-621	1022	16	lin	lin	PROPN
gssr-621	1022	17	,	,	PUNCT
gssr-621	1022	18	b.-j	b.-j	PROPN
gssr-621	1022	19	.	.	PROPN
gssr-621	1022	20	,	,	PUNCT
gssr-621	1022	21	park	park	NOUN
gssr-621	1022	22	,	,	PUNCT
gssr-621	1022	23	y.-k	y.-k	PROPN
gssr-621	1022	24	.	.	PUNCT
gssr-621	1022	25	,	,	PUNCT
gssr-621	1022	26	kwon	kwon	PROPN
gssr-621	1022	27	,	,	PUNCT
gssr-621	1022	28	e.	e.	PROPN
gssr-621	1022	29	e.	e.	PROPN
gssr-621	1022	30	,	,	PUNCT
gssr-621	1022	31	sheen	sheen	ADJ
gssr-621	1022	32	,	,	PUNCT
gssr-621	1022	33	h.-k	h.-k	PROPN
gssr-621	1022	34	.	.	PUNCT
gssr-621	1022	35	,	,	PUNCT
gssr-621	1022	36	&	&	CCONJ
gssr-621	1022	37	grafilo	grafilo	PROPN
gssr-621	1022	38	,	,	PUNCT
gssr-621	1022	39	l.	l.	PROPN
gssr-621	1022	40	a.	a.	PROPN
gssr-621	1022	41	d.	d.	PROPN
gssr-621	1022	42	r.	r.	PROPN
gssr-621	1022	43	(	(	PUNCT
gssr-621	1022	44	2022	2022	NUM
gssr-621	1022	45	)	)	PUNCT
gssr-621	1022	46	.	.	PUNCT
gssr-621	1023	1	forecast	forecast	NOUN
gssr-621	1023	2	of	of	ADP
gssr-621	1023	3	glucose	glucose	NOUN
gssr-621	1023	4	production	production	NOUN
gssr-621	1023	5	from	from	ADP
gssr-621	1023	6	biomass	biomass	NOUN
gssr-621	1023	7	wet	wet	PROPN
gssr-621	1023	8	torrefaction	torrefaction	NOUN
gssr-621	1023	9	using	use	VERB
gssr-621	1023	10	statistical	statistical	ADJ
gssr-621	1023	11	approach	approach	NOUN
gssr-621	1023	12	along	along	ADP
gssr-621	1023	13	with	with	ADP
gssr-621	1023	14	multivariate	multivariate	NOUN
gssr-621	1023	15	adaptive	adaptive	ADJ
gssr-621	1023	16	regression	regression	NOUN
gssr-621	1023	17	splines	spline	NOUN
gssr-621	1023	18	,	,	PUNCT
gssr-621	1023	19	neural	neural	ADJ
gssr-621	1023	20	network	network	NOUN
gssr-621	1023	21	and	and	CCONJ
gssr-621	1023	22	decision	decision	NOUN
gssr-621	1023	23	tree	tree	NOUN
gssr-621	1023	24	.	.	PUNCT
gssr-621	1024	1	applied	apply	VERB
gssr-621	1024	2	energy	energy	NOUN
gssr-621	1024	3	,	,	PUNCT
gssr-621	1024	4	324(119775	324(119775	NUM
gssr-621	1024	5	)	)	PUNCT
gssr-621	1024	6	.	.	PUNCT
gssr-621	1025	1	https://doi.org/10.1016/j.apenergy.2022.119775	https://doi.org/10.1016/j.apenergy.2022.119775	PROPN
gssr-621	1025	2	cheng	cheng	PROPN
gssr-621	1025	3	,	,	PUNCT
gssr-621	1025	4	m.	m.	PROPN
gssr-621	1025	5	h.	h.	PROPN
gssr-621	1025	6	,	,	PUNCT
gssr-621	1025	7	huang	huang	PROPN
gssr-621	1025	8	,	,	PUNCT
gssr-621	1025	9	h.	h.	PROPN
gssr-621	1025	10	,	,	PUNCT
gssr-621	1025	11	dien	dien	PROPN
gssr-621	1025	12	,	,	PUNCT
gssr-621	1025	13	b.	b.	PROPN
gssr-621	1025	14	s.	s.	PROPN
gssr-621	1025	15	,	,	PUNCT
gssr-621	1025	16	&	&	CCONJ
gssr-621	1025	17	singh	singh	PROPN
gssr-621	1025	18	,	,	PUNCT
gssr-621	1025	19	v.	v.	PROPN
gssr-621	1025	20	(	(	PUNCT
gssr-621	1025	21	2019	2019	NUM
gssr-621	1025	22	)	)	PUNCT
gssr-621	1025	23	.	.	PUNCT
gssr-621	1026	1	the	the	DET
gssr-621	1026	2	costs	cost	NOUN
gssr-621	1026	3	of	of	ADP
gssr-621	1026	4	sugar	sugar	NOUN
gssr-621	1026	5	production	production	NOUN
gssr-621	1026	6	from	from	ADP
gssr-621	1026	7	different	different	ADJ
gssr-621	1026	8	feedstocks	feedstock	NOUN
gssr-621	1026	9	and	and	CCONJ
gssr-621	1026	10	processing	processing	NOUN
gssr-621	1026	11	technologies	technology	NOUN
gssr-621	1026	12	.	.	PUNCT
gssr-621	1027	1	biofuels	biofuel	NOUN
gssr-621	1027	2	,	,	PUNCT
gssr-621	1027	3	bioproducts	bioproduct	NOUN
gssr-621	1027	4	and	and	CCONJ
gssr-621	1027	5	biorefining	biorefining	NOUN
gssr-621	1027	6	,	,	PUNCT
gssr-621	1027	7	13(3	13(3	NUM
gssr-621	1027	8	)	)	PUNCT
gssr-621	1027	9	,	,	PUNCT
gssr-621	1027	10	723–739	723–739	NUM
gssr-621	1027	11	.	.	PUNCT
gssr-621	1028	1	https://doi.org/10.1002/bbb.1976	https://doi.org/10.1002/bbb.1976	NOUN
gssr-621	1028	2	cheoh	cheoh	NOUN
gssr-621	1028	3	,	,	PUNCT
gssr-621	1028	4	a.	a.	NOUN
gssr-621	1028	5	(	(	PUNCT
gssr-621	1028	6	2018	2018	NUM
gssr-621	1028	7	)	)	PUNCT
gssr-621	1028	8	.	.	PUNCT
gssr-621	1029	1	effect	effect	NOUN
gssr-621	1029	2	of	of	ADP
gssr-621	1029	3	pretreatments	pretreatment	NOUN
gssr-621	1029	4	on	on	ADP
gssr-621	1029	5	the	the	DET
gssr-621	1029	6	production	production	NOUN
gssr-621	1029	7	of	of	ADP
gssr-621	1029	8	fermentable	fermentable	ADJ
gssr-621	1029	9	sugars	sugar	NOUN
gssr-621	1029	10	from	from	ADP
gssr-621	1029	11	rice	rice	NOUN
gssr-621	1029	12	husk	husk	NOUN
gssr-621	1030	1	[	[	X
gssr-621	1030	2	tunku	tunku	PROPN
gssr-621	1030	3	abdul	abdul	PROPN
gssr-621	1030	4	rahman	rahman	PROPN
gssr-621	1030	5	university	university	PROPN
gssr-621	1030	6	of	of	ADP
gssr-621	1030	7	management	management	NOUN
gssr-621	1030	8	and	and	CCONJ
gssr-621	1030	9	technology	technology	NOUN
gssr-621	1030	10	(	(	PUNCT
gssr-621	1030	11	tarumt	tarumt	ADJ
gssr-621	1030	12	)	)	PUNCT
gssr-621	1030	13	]	]	PUNCT
gssr-621	1030	14	.	.	PUNCT
gssr-621	1031	1	https://eprints.tarc.edu.my/id/eprint/1527	https://eprints.tarc.edu.my/id/eprint/1527	PROPN
gssr-621	1031	2	ciolkosz	ciolkosz	PROPN
gssr-621	1031	3	,	,	PUNCT
gssr-621	1031	4	d.	d.	PROPN
gssr-621	1031	5	,	,	PUNCT
gssr-621	1031	6	memis	memis	PROPN
gssr-621	1031	7	,	,	PUNCT
gssr-621	1031	8	b.	b.	PROPN
gssr-621	1031	9	,	,	PUNCT
gssr-621	1031	10	&	&	CCONJ
gssr-621	1031	11	richard	richard	PROPN
gssr-621	1031	12	,	,	PUNCT
gssr-621	1031	13	t.	t.	PROPN
gssr-621	1031	14	l.	l.	PROPN
gssr-621	1031	15	(	(	PUNCT
gssr-621	1031	16	2022	2022	NUM
gssr-621	1031	17	)	)	PUNCT
gssr-621	1031	18	.	.	PUNCT
gssr-621	1032	1	impact	impact	NOUN
gssr-621	1032	2	of	of	ADP
gssr-621	1032	3	torrefaction	torrefaction	NOUN
gssr-621	1032	4	and	and	CCONJ
gssr-621	1032	5	alkali	alkali	ADJ
gssr-621	1032	6	pretreatment	pretreatment	NOUN
gssr-621	1032	7	on	on	ADP
gssr-621	1032	8	glucose	glucose	NOUN
gssr-621	1032	9	production	production	NOUN
gssr-621	1032	10	from	from	ADP
gssr-621	1032	11	wheat	wheat	NOUN
gssr-621	1032	12	straw	straw	NOUN
gssr-621	1032	13	.	.	PUNCT
gssr-621	1033	1	asabe	asabe	INTJ
gssr-621	1033	2	,	,	PUNCT
gssr-621	1033	3	65(6	65(6	NOUN
gssr-621	1033	4	)	)	PUNCT
gssr-621	1033	5	,	,	PUNCT
gssr-621	1033	6	1201–1209	1201–1209	NUM
gssr-621	1033	7	.	.	PUNCT
gssr-621	1034	1	https://doi.org/10.13031/ja.15170	https://doi.org/10.13031/ja.15170	X
gssr-621	1034	2	codato	codato	PROPN
gssr-621	1034	3	-	-	PUNCT
gssr-621	1034	4	zumpano	zumpano	PROPN
gssr-621	1034	5	,	,	PUNCT
gssr-621	1034	6	c.	c.	PROPN
gssr-621	1034	7	b.	b.	PROPN
gssr-621	1034	8	,	,	PUNCT
gssr-621	1034	9	girio	girio	PROPN
gssr-621	1034	10	,	,	PUNCT
gssr-621	1034	11	f.	f.	PROPN
gssr-621	1034	12	,	,	PUNCT
gssr-621	1034	13	carvalheiro	carvalheiro	PROPN
gssr-621	1034	14	,	,	PUNCT
gssr-621	1034	15	f.	f.	PROPN
gssr-621	1034	16	,	,	PUNCT
gssr-621	1034	17	marques	marques	PROPN
gssr-621	1034	18	,	,	PUNCT
gssr-621	1034	19	s.	s.	PROPN
gssr-621	1034	20	,	,	PUNCT
gssr-621	1034	21	caccato	caccato	NOUN
gssr-621	1034	22	-	-	PUNCT
gssr-621	1034	23	antonini	antonini	NOUN
gssr-621	1034	24	,	,	PUNCT
gssr-621	1034	25	s.	s.	PROPN
gssr-621	1034	26	r.	r.	PROPN
gssr-621	1034	27	,	,	PUNCT
gssr-621	1034	28	&	&	CCONJ
gssr-621	1034	29	bastos	bastos	PROPN
gssr-621	1034	30	,	,	PUNCT
gssr-621	1034	31	r.	r.	PROPN
gssr-621	1034	32	g.	g.	PROPN
gssr-621	1034	33	(	(	PUNCT
gssr-621	1034	34	2023	2023	NUM
gssr-621	1034	35	)	)	PUNCT
gssr-621	1034	36	.	.	PUNCT
gssr-621	1035	1	kinetics	kinetic	NOUN
gssr-621	1035	2	of	of	ADP
gssr-621	1035	3	the	the	DET
gssr-621	1035	4	release	release	NOUN
gssr-621	1035	5	of	of	ADP
gssr-621	1035	6	sugars	sugar	NOUN
gssr-621	1035	7	from	from	ADP
gssr-621	1035	8	the	the	DET
gssr-621	1035	9	enzymatic	enzymatic	ADJ
gssr-621	1035	10	and	and	CCONJ
gssr-621	1035	11	physico	physico	NOUN
gssr-621	1035	12	-	-	PUNCT
gssr-621	1035	13	chemical	chemical	NOUN
gssr-621	1035	14	pre	pre	VERB
gssr-621	1035	15	-	-	ADJ
gssr-621	1035	16	treated	treat	VERB
gssr-621	1035	17	sugarcane	sugarcane	NOUN
gssr-621	1035	18	bagasse	bagasse	NOUN
gssr-621	1035	19	and	and	CCONJ
gssr-621	1035	20	residual	residual	ADJ
gssr-621	1035	21	forest	forest	NOUN
gssr-621	1035	22	biomass	biomass	NOUN
gssr-621	1035	23	.	.	PUNCT
gssr-621	1036	1	waste	waste	NOUN
gssr-621	1036	2	and	and	CCONJ
gssr-621	1036	3	biomass	biomass	NOUN
gssr-621	1036	4	valorization	valorization	NOUN
gssr-621	1036	5	,	,	PUNCT
gssr-621	1036	6	14	14	NUM
gssr-621	1036	7	,	,	PUNCT
gssr-621	1036	8	1069–1077	1069–1077	NUM
gssr-621	1036	9	.	.	PUNCT
gssr-621	1037	1	https://doi.org/10.1007/s12649-022-01920-9	https://doi.org/10.1007/s12649-022-01920-9	NUM
gssr-621	1037	2	damayanti	damayanti	PROPN
gssr-621	1037	3	,	,	PUNCT
gssr-621	1037	4	d.	d.	PROPN
gssr-621	1037	5	,	,	PUNCT
gssr-621	1037	6	supriyadi	supriyadi	PROPN
gssr-621	1037	7	,	,	PUNCT
gssr-621	1037	8	d.	d.	PROPN
gssr-621	1037	9	,	,	PUNCT
gssr-621	1037	10	amelia	amelia	PROPN
gssr-621	1037	11	,	,	PUNCT
gssr-621	1037	12	d.	d.	PROPN
gssr-621	1037	13	,	,	PUNCT
gssr-621	1037	14	saputri	saputri	PROPN
gssr-621	1037	15	,	,	PUNCT
gssr-621	1037	16	d.	d.	PROPN
gssr-621	1037	17	r.	r.	PROPN
gssr-621	1037	18	,	,	PUNCT
gssr-621	1037	19	devi	devi	PROPN
gssr-621	1037	20	,	,	PUNCT
gssr-621	1037	21	y.	y.	PROPN
gssr-621	1037	22	l.	l.	PROPN
gssr-621	1037	23	l.	l.	PROPN
gssr-621	1037	24	,	,	PUNCT
gssr-621	1037	25	auriyani	auriyani	PROPN
gssr-621	1037	26	,	,	PUNCT
gssr-621	1037	27	w.	w.	PROPN
gssr-621	1037	28	a.	a.	PROPN
gssr-621	1037	29	,	,	PUNCT
gssr-621	1037	30	&	&	CCONJ
gssr-621	1037	31	wu	wu	PROPN
gssr-621	1037	32	,	,	PUNCT
gssr-621	1037	33	h.	h.	PROPN
gssr-621	1037	34	s.	s.	PROPN
gssr-621	1037	35	(	(	PUNCT
gssr-621	1037	36	2021	2021	NUM
gssr-621	1037	37	)	)	PUNCT
gssr-621	1037	38	.	.	PUNCT
gssr-621	1038	1	conversion	conversion	NOUN
gssr-621	1038	2	of	of	ADP
gssr-621	1038	3	lignocellulose	lignocellulose	NOUN
gssr-621	1038	4	for	for	ADP
gssr-621	1038	5	bioethanol	bioethanol	NOUN
gssr-621	1038	6	production	production	NOUN
gssr-621	1038	7	,	,	PUNCT
gssr-621	1038	8	applied	apply	VERB
gssr-621	1038	9	in	in	ADP
gssr-621	1038	10	bio	bio	ADJ
gssr-621	1038	11	-	-	ADJ
gssr-621	1038	12	polyethylene	polyethylene	ADJ
gssr-621	1038	13	terephthalate	terephthalate	NOUN
gssr-621	1038	14	.	.	PUNCT
gssr-621	1039	1	polymers	polymer	NOUN
gssr-621	1039	2	,	,	PUNCT
gssr-621	1039	3	13(2886	13(2886	NUM
gssr-621	1039	4	)	)	PUNCT
gssr-621	1039	5	,	,	PUNCT
gssr-621	1039	6	1–31	1–31	PROPN
gssr-621	1039	7	.	.	PUNCT
gssr-621	1039	8	https://doi.org/10.3390/polym13172886	https://doi.org/10.3390/polym13172886	PROPN
gssr-621	1039	9	das	das	PROPN
gssr-621	1039	10	,	,	PUNCT
gssr-621	1039	11	s.	s.	PROPN
gssr-621	1039	12	k.	k.	PROPN
gssr-621	1039	13	,	,	PUNCT
gssr-621	1039	14	nayak	nayak	PROPN
gssr-621	1039	15	,	,	PUNCT
gssr-621	1039	16	k.	k.	PROPN
gssr-621	1039	17	k.	k.	PROPN
gssr-621	1039	18	,	,	PUNCT
gssr-621	1039	19	krishnaswamy	krishnaswamy	PROPN
gssr-621	1039	20	,	,	PUNCT
gssr-621	1039	21	p.	p.	PROPN
gssr-621	1039	22	r.	r.	PROPN
gssr-621	1039	23	,	,	PUNCT
gssr-621	1039	24	kumar	kumar	PROPN
gssr-621	1039	25	,	,	PUNCT
gssr-621	1039	26	v.	v.	PROPN
gssr-621	1039	27	,	,	PUNCT
gssr-621	1039	28	&	&	CCONJ
gssr-621	1039	29	bhat	bhat	PROPN
gssr-621	1039	30	,	,	PUNCT
gssr-621	1039	31	n.	n.	NOUN
gssr-621	1039	32	(	(	PUNCT
gssr-621	1039	33	2022	2022	NUM
gssr-621	1039	34	)	)	PUNCT
gssr-621	1039	35	.	.	PUNCT
gssr-621	1040	1	review	review	NOUN
gssr-621	1040	2	—	—	PUNCT
gssr-621	1040	3	electrochemistry	electrochemistry	NOUN
gssr-621	1040	4	and	and	CCONJ
gssr-621	1040	5	other	other	ADJ
gssr-621	1040	6	emerging	emerge	VERB
gssr-621	1040	7	technologies	technology	NOUN
gssr-621	1040	8	for	for	ADP
gssr-621	1040	9	continuous	continuous	ADJ
gssr-621	1040	10	glucose	glucose	NOUN
gssr-621	1040	11	monitoring	monitoring	NOUN
gssr-621	1040	12	devices	device	NOUN
gssr-621	1040	13	.	.	PUNCT
gssr-621	1041	1	ecs	ecs	PROPN
gssr-621	1041	2	sensors	sensor	NOUN
gssr-621	1041	3	plus	plus	CCONJ
gssr-621	1041	4	,	,	PUNCT
gssr-621	1041	5	1(031601	1(031601	NUM
gssr-621	1041	6	)	)	PUNCT
gssr-621	1041	7	,	,	PUNCT
gssr-621	1041	8	1	1	NUM
gssr-621	1041	9	–	–	PUNCT
gssr-621	1041	10	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	1041	11	global	global	ADJ
gssr-621	1041	12	sustainability	sustainability	NOUN
gssr-621	1041	13	research	research	NOUN
gssr-621	1041	14	global	global	ADJ
gssr-621	1041	15	scientific	scientific	ADJ
gssr-621	1041	16	research	research	NOUN
gssr-621	1041	17	117	117	NUM
gssr-621	1041	18	19	19	NUM
gssr-621	1041	19	.	.	PUNCT
gssr-621	1041	20	https://doi.org/10.1149/2754-2726/ac7abb	https://doi.org/10.1149/2754-2726/ac7abb	PROPN
gssr-621	1041	21	de	de	PROPN
gssr-621	1041	22	souza	souza	PROPN
gssr-621	1041	23	,	,	PUNCT
gssr-621	1041	24	m.	m.	NOUN
gssr-621	1041	25	p.	p.	PROPN
gssr-621	1041	26	,	,	PUNCT
gssr-621	1041	27	sanchez	sanchez	NOUN
gssr-621	1041	28	-	-	PUNCT
gssr-621	1041	29	barrios	barrio	NOUN
gssr-621	1041	30	,	,	PUNCT
gssr-621	1041	31	a.	a.	NOUN
gssr-621	1041	32	,	,	PUNCT
gssr-621	1041	33	rizzetti	rizzetti	VERB
gssr-621	1041	34	,	,	PUNCT
gssr-621	1041	35	t.	t.	NOUN
gssr-621	1041	36	m.	m.	NOUN
gssr-621	1041	37	,	,	PUNCT
gssr-621	1041	38	benitez	benitez	PROPN
gssr-621	1041	39	,	,	PUNCT
gssr-621	1041	40	l.	l.	PROPN
gssr-621	1041	41	b.	b.	PROPN
gssr-621	1041	42	,	,	PUNCT
gssr-621	1041	43	hoeltz	hoeltz	PROPN
gssr-621	1041	44	,	,	PUNCT
gssr-621	1041	45	m.	m.	NOUN
gssr-621	1041	46	,	,	PUNCT
gssr-621	1041	47	schneider	schneider	PROPN
gssr-621	1041	48	,	,	PUNCT
gssr-621	1041	49	r.	r.	PROPN
gssr-621	1041	50	de	de	PROPN
gssr-621	1041	51	c.	c.	PROPN
gssr-621	1041	52	de	de	PROPN
gssr-621	1041	53	s.	s.	PROPN
gssr-621	1041	54	,	,	PUNCT
gssr-621	1041	55	&	&	CCONJ
gssr-621	1041	56	neves	neves	PROPN
gssr-621	1041	57	,	,	PUNCT
gssr-621	1041	58	f.	f.	PROPN
gssr-621	1041	59	de	de	PROPN
gssr-621	1041	60	f.	f.	PROPN
gssr-621	1041	61	(	(	PUNCT
gssr-621	1041	62	2019	2019	NUM
gssr-621	1041	63	)	)	PUNCT
gssr-621	1041	64	.	.	PUNCT
gssr-621	1042	1	concepts	concept	NOUN
gssr-621	1042	2	and	and	CCONJ
gssr-621	1042	3	trends	trend	NOUN
gssr-621	1042	4	for	for	ADP
gssr-621	1042	5	extraction	extraction	NOUN
gssr-621	1042	6	and	and	CCONJ
gssr-621	1042	7	application	application	NOUN
gssr-621	1042	8	of	of	ADP
gssr-621	1042	9	microalgae	microalgae	NOUN
gssr-621	1042	10	carbohydrates	carbohydrate	NOUN
gssr-621	1042	11	.	.	PUNCT
gssr-621	1043	1	in	in	ADP
gssr-621	1043	2	m.	m.	NOUN
gssr-621	1043	3	vitova	vitova	PROPN
gssr-621	1043	4	(	(	PUNCT
gssr-621	1043	5	ed	ed	NOUN
gssr-621	1043	6	.	.	PUNCT
gssr-621	1043	7	)	)	PUNCT
gssr-621	1043	8	,	,	PUNCT
gssr-621	1043	9	microalgae	microalgae	NOUN
gssr-621	1043	10	.	.	PUNCT
gssr-621	1044	1	intechopen	intechopen	ADJ
gssr-621	1044	2	.	.	PUNCT
gssr-621	1045	1	https://doi.org/10.5772/intechopen.89323	https://doi.org/10.5772/intechopen.89323	NUM
gssr-621	1045	2	dhar	dhar	PROPN
gssr-621	1045	3	,	,	PUNCT
gssr-621	1045	4	a.	a.	PROPN
gssr-621	1045	5	,	,	PUNCT
gssr-621	1045	6	chakraborty	chakraborty	PROPN
gssr-621	1045	7	,	,	PUNCT
gssr-621	1045	8	p.	p.	PROPN
gssr-621	1045	9	,	,	PUNCT
gssr-621	1045	10	chanda	chanda	PROPN
gssr-621	1045	11	,	,	PUNCT
gssr-621	1045	12	s.	s.	PROPN
gssr-621	1045	13	,	,	PUNCT
gssr-621	1045	14	&	&	CCONJ
gssr-621	1045	15	paul	paul	PROPN
gssr-621	1045	16	,	,	PUNCT
gssr-621	1045	17	a.	a.	NOUN
gssr-621	1045	18	(	(	PUNCT
gssr-621	1045	19	2019	2019	NUM
gssr-621	1045	20	)	)	PUNCT
gssr-621	1045	21	.	.	PUNCT
gssr-621	1046	1	a	a	DET
gssr-621	1046	2	review	review	NOUN
gssr-621	1046	3	on	on	ADP
gssr-621	1046	4	extraction	extraction	NOUN
gssr-621	1046	5	of	of	ADP
gssr-621	1046	6	glucose	glucose	NOUN
gssr-621	1046	7	from	from	ADP
gssr-621	1046	8	rice	rice	NOUN
gssr-621	1046	9	.	.	PUNCT
gssr-621	1047	1	the	the	DET
gssr-621	1047	2	pharma	pharma	PROPN
gssr-621	1047	3	innovation	innovation	NOUN
gssr-621	1047	4	journal	journal	NOUN
gssr-621	1047	5	,	,	PUNCT
gssr-621	1047	6	8(11	8(11	NUM
gssr-621	1047	7	)	)	PUNCT
gssr-621	1047	8	,	,	PUNCT
gssr-621	1047	9	207–211	207–211	NUM
gssr-621	1047	10	.	.	PUNCT
gssr-621	1048	1	www.thepharmajournal.com	www.thepharmajournal.com	PROPN
gssr-621	1048	2	didyuk	didyuk	NOUN
gssr-621	1048	3	,	,	PUNCT
gssr-621	1048	4	o.	o.	PROPN
gssr-621	1048	5	,	,	PUNCT
gssr-621	1048	6	econom	econom	PROPN
gssr-621	1048	7	,	,	PUNCT
gssr-621	1048	8	n.	n.	NOUN
gssr-621	1048	9	,	,	PUNCT
gssr-621	1048	10	guardia	guardia	PROPN
gssr-621	1048	11	,	,	PUNCT
gssr-621	1048	12	a.	a.	PROPN
gssr-621	1048	13	,	,	PUNCT
gssr-621	1048	14	livingston	livingston	PROPN
gssr-621	1048	15	,	,	PUNCT
gssr-621	1048	16	k.	k.	PROPN
gssr-621	1048	17	,	,	PUNCT
gssr-621	1048	18	&	&	CCONJ
gssr-621	1048	19	klueh	klueh	PROPN
gssr-621	1048	20	,	,	PUNCT
gssr-621	1048	21	u.	u.	NOUN
gssr-621	1048	22	(	(	PUNCT
gssr-621	1048	23	2021	2021	NUM
gssr-621	1048	24	)	)	PUNCT
gssr-621	1048	25	.	.	PUNCT
gssr-621	1049	1	continuous	continuous	ADJ
gssr-621	1049	2	glucose	glucose	NOUN
gssr-621	1049	3	monitoring	monitoring	NOUN
gssr-621	1049	4	devices	device	NOUN
gssr-621	1049	5	:	:	PUNCT
gssr-621	1049	6	past	past	ADJ
gssr-621	1049	7	,	,	PUNCT
gssr-621	1049	8	present	present	ADJ
gssr-621	1049	9	,	,	PUNCT
gssr-621	1049	10	and	and	CCONJ
gssr-621	1049	11	future	future	ADJ
gssr-621	1049	12	focus	focus	NOUN
gssr-621	1049	13	on	on	ADP
gssr-621	1049	14	the	the	DET
gssr-621	1049	15	history	history	NOUN
gssr-621	1049	16	and	and	CCONJ
gssr-621	1049	17	evolution	evolution	NOUN
gssr-621	1049	18	of	of	ADP
gssr-621	1049	19	technological	technological	ADJ
gssr-621	1049	20	innovation	innovation	NOUN
gssr-621	1049	21	.	.	PUNCT
gssr-621	1050	1	journal	journal	PROPN
gssr-621	1050	2	of	of	ADP
gssr-621	1050	3	diabetes	diabetes	NOUN
gssr-621	1050	4	science	science	NOUN
gssr-621	1050	5	and	and	CCONJ
gssr-621	1050	6	technology	technology	NOUN
gssr-621	1050	7	,	,	PUNCT
gssr-621	1050	8	15(3	15(3	NUM
gssr-621	1050	9	)	)	PUNCT
gssr-621	1050	10	,	,	PUNCT
gssr-621	1050	11	676–683	676–683	NUM
gssr-621	1050	12	.	.	PUNCT
gssr-621	1051	1	https://doi.org/10.1177/1932296819899394	https://doi.org/10.1177/1932296819899394	X
gssr-621	1051	2	dienel	dienel	PROPN
gssr-621	1051	3	,	,	PUNCT
gssr-621	1051	4	g.	g.	PROPN
gssr-621	1051	5	a.	a.	PROPN
gssr-621	1051	6	(	(	PUNCT
gssr-621	1051	7	2019	2019	NUM
gssr-621	1051	8	)	)	PUNCT
gssr-621	1051	9	.	.	PUNCT
gssr-621	1052	1	brain	brain	NOUN
gssr-621	1052	2	glucose	glucose	NOUN
gssr-621	1052	3	metabolism	metabolism	NOUN
gssr-621	1052	4	:	:	PUNCT
gssr-621	1052	5	integration	integration	NOUN
gssr-621	1052	6	of	of	ADP
gssr-621	1052	7	energetics	energetic	NOUN
gssr-621	1052	8	with	with	ADP
gssr-621	1052	9	function	function	NOUN
gssr-621	1052	10	.	.	PUNCT
gssr-621	1053	1	physiological	physiological	ADJ
gssr-621	1053	2	reviews	review	NOUN
gssr-621	1053	3	,	,	PUNCT
gssr-621	1053	4	99	99	NUM
gssr-621	1053	5	,	,	PUNCT
gssr-621	1053	6	949–1045	949–1045	NUM
gssr-621	1053	7	.	.	PUNCT
gssr-621	1054	1	https://doi.org/10.1152/physrev.00062.2017	https://doi.org/10.1152/physrev.00062.2017	PROPN
gssr-621	1054	2	dusabe	dusabe	PROPN
gssr-621	1054	3	,	,	PUNCT
gssr-621	1054	4	s.	s.	PROPN
gssr-621	1054	5	,	,	PUNCT
gssr-621	1054	6	juliastuti	juliastuti	PROPN
gssr-621	1054	7	,	,	PUNCT
gssr-621	1054	8	r.	r.	PROPN
gssr-621	1054	9	,	,	PUNCT
gssr-621	1054	10	&	&	CCONJ
gssr-621	1054	11	darmawan	darmawan	PROPN
gssr-621	1054	12	,	,	PUNCT
gssr-621	1054	13	r.	r.	PROPN
gssr-621	1054	14	(	(	PUNCT
gssr-621	1054	15	2023	2023	NUM
gssr-621	1054	16	)	)	PUNCT
gssr-621	1054	17	.	.	PUNCT
gssr-621	1055	1	production	production	NOUN
gssr-621	1055	2	of	of	ADP
gssr-621	1055	3	reducing	reduce	VERB
gssr-621	1055	4	sugar	sugar	NOUN
gssr-621	1055	5	from	from	ADP
gssr-621	1055	6	food	food	NOUN
gssr-621	1055	7	waste	waste	NOUN
gssr-621	1055	8	using	use	VERB
gssr-621	1055	9	hydrolytic	hydrolytic	ADJ
gssr-621	1055	10	microorganisms	microorganism	NOUN
gssr-621	1055	11	.	.	PUNCT
gssr-621	1056	1	aip	aip	PROPN
gssr-621	1056	2	conference	conference	NOUN
gssr-621	1056	3	proceedings	proceeding	NOUN
gssr-621	1056	4	,	,	PUNCT
gssr-621	1056	5	2772(060001	2772(060001	NUM
gssr-621	1056	6	)	)	PUNCT
gssr-621	1056	7	.	.	PUNCT
gssr-621	1057	1	https://doi.org/10.1063/5.0115414	https://doi.org/10.1063/5.0115414	NOUN
gssr-621	1057	2	dussán	dussán	NOUN
gssr-621	1057	3	,	,	PUNCT
gssr-621	1057	4	k.	k.	PROPN
gssr-621	1057	5	j.	j.	PROPN
gssr-621	1057	6	,	,	PUNCT
gssr-621	1057	7	silva	silva	PROPN
gssr-621	1057	8	,	,	PUNCT
gssr-621	1057	9	d.	d.	PROPN
gssr-621	1057	10	d.	d.	PROPN
gssr-621	1057	11	v	v	PROPN
gssr-621	1057	12	,	,	PUNCT
gssr-621	1057	13	moraes	moraes	PROPN
gssr-621	1057	14	,	,	PUNCT
gssr-621	1057	15	e.	e.	PROPN
gssr-621	1057	16	j.	j.	PROPN
gssr-621	1057	17	c.	c.	PROPN
gssr-621	1057	18	,	,	PUNCT
gssr-621	1057	19	priscila	priscila	PROPN
gssr-621	1057	20	,	,	PUNCT
gssr-621	1057	21	v.	v.	PROPN
gssr-621	1057	22	a.	a.	PROPN
gssr-621	1057	23	,	,	PUNCT
gssr-621	1057	24	&	&	CCONJ
gssr-621	1057	25	felipe	felipe	PROPN
gssr-621	1057	26	,	,	PUNCT
gssr-621	1057	27	m.	m.	NOUN
gssr-621	1057	28	g.	g.	PROPN
gssr-621	1057	29	a.	a.	PROPN
gssr-621	1057	30	(	(	PUNCT
gssr-621	1057	31	2014	2014	NUM
gssr-621	1057	32	)	)	PUNCT
gssr-621	1057	33	.	.	PUNCT
gssr-621	1058	1	dilute	dilute	NOUN
gssr-621	1058	2	-	-	PUNCT
gssr-621	1058	3	acid	acid	NOUN
gssr-621	1058	4	hydrolysis	hydrolysis	NOUN
gssr-621	1058	5	of	of	ADP
gssr-621	1058	6	cellulose	cellulose	NOUN
gssr-621	1058	7	to	to	ADP
gssr-621	1058	8	glucose	glucose	VERB
gssr-621	1058	9	from	from	ADP
gssr-621	1058	10	sugarcane	sugarcane	NOUN
gssr-621	1058	11	bagasse	bagasse	NOUN
gssr-621	1058	12	.	.	PUNCT
gssr-621	1059	1	chemical	chemical	NOUN
gssr-621	1059	2	engineering	engineering	NOUN
gssr-621	1059	3	transactions	transaction	NOUN
gssr-621	1059	4	(	(	PUNCT
gssr-621	1059	5	cet	cet	PROPN
gssr-621	1059	6	)	)	PUNCT
gssr-621	1059	7	,	,	PUNCT
gssr-621	1059	8	38	38	NUM
gssr-621	1059	9	,	,	PUNCT
gssr-621	1059	10	433–438	433–438	NUM
gssr-621	1059	11	.	.	PUNCT
gssr-621	1060	1	https://doi.org/10.3303/cet1438073	https://doi.org/10.3303/cet1438073	NOUN
gssr-621	1060	2	ebikade	ebikade	PROPN
gssr-621	1060	3	,	,	PUNCT
gssr-621	1060	4	e.	e.	PROPN
gssr-621	1060	5	,	,	PUNCT
gssr-621	1060	6	lym	lym	PROPN
gssr-621	1060	7	,	,	PUNCT
gssr-621	1060	8	j.	j.	PROPN
gssr-621	1060	9	,	,	PUNCT
gssr-621	1060	10	wittreich	wittreich	PROPN
gssr-621	1060	11	,	,	PUNCT
gssr-621	1060	12	g.	g.	PROPN
gssr-621	1060	13	,	,	PUNCT
gssr-621	1060	14	saha	saha	PROPN
gssr-621	1060	15	,	,	PUNCT
gssr-621	1060	16	b.	b.	PROPN
gssr-621	1060	17	,	,	PUNCT
gssr-621	1060	18	&	&	CCONJ
gssr-621	1060	19	vlachos	vlachos	PROPN
gssr-621	1060	20	,	,	PUNCT
gssr-621	1060	21	d.	d.	PROPN
gssr-621	1060	22	g.	g.	PROPN
gssr-621	1060	23	(	(	PUNCT
gssr-621	1060	24	2018	2018	NUM
gssr-621	1060	25	)	)	PUNCT
gssr-621	1060	26	.	.	PUNCT
gssr-621	1061	1	kinetic	kinetic	ADJ
gssr-621	1061	2	studies	study	NOUN
gssr-621	1061	3	of	of	ADP
gssr-621	1061	4	acid	acid	ADJ
gssr-621	1061	5	hydrolysis	hydrolysis	NOUN
gssr-621	1061	6	of	of	ADP
gssr-621	1061	7	food	food	NOUN
gssr-621	1061	8	waste	waste	NOUN
gssr-621	1061	9	-	-	PUNCT
gssr-621	1061	10	derived	derive	VERB
gssr-621	1061	11	saccharides	saccharide	NOUN
gssr-621	1061	12	.	.	PUNCT
gssr-621	1062	1	industrial	industrial	PROPN
gssr-621	1062	2	&	&	CCONJ
gssr-621	1062	3	engineering	engineering	NOUN
gssr-621	1062	4	chemistry	chemistry	NOUN
gssr-621	1062	5	(	(	PUNCT
gssr-621	1062	6	i&ec	i&ec	NOUN
gssr-621	1062	7	)	)	PUNCT
gssr-621	1062	8	research	research	NOUN
gssr-621	1062	9	,	,	PUNCT
gssr-621	1062	10	57(51	57(51	NUM
gssr-621	1062	11	)	)	PUNCT
gssr-621	1062	12	,	,	PUNCT
gssr-621	1062	13	17365	17365	NUM
gssr-621	1062	14	–	–	PUNCT
gssr-621	1062	15	17374	17374	NUM
gssr-621	1062	16	.	.	PUNCT
gssr-621	1063	1	https://doi.org/10.1021/acs.iecr.8b04671	https://doi.org/10.1021/acs.iecr.8b04671	PROPN
gssr-621	1063	2	edor	edor	PROPN
gssr-621	1063	3	,	,	PUNCT
gssr-621	1063	4	s.	s.	PROPN
gssr-621	1063	5	p.	p.	PROPN
gssr-621	1063	6	,	,	PUNCT
gssr-621	1063	7	edogbanya	edogbanya	PROPN
gssr-621	1063	8	,	,	PUNCT
gssr-621	1063	9	o.	o.	PROPN
gssr-621	1063	10	p.	p.	PROPN
gssr-621	1063	11	,	,	PUNCT
gssr-621	1063	12	&	&	CCONJ
gssr-621	1063	13	kutshik	kutshik	PROPN
gssr-621	1063	14	,	,	PUNCT
gssr-621	1063	15	j.	j.	PROPN
gssr-621	1063	16	r.	r.	PROPN
gssr-621	1063	17	(	(	PUNCT
gssr-621	1063	18	2018	2018	NUM
gssr-621	1063	19	)	)	PUNCT
gssr-621	1063	20	.	.	PUNCT
gssr-621	1064	1	cellulase	cellulase	NOUN
gssr-621	1064	2	activity	activity	NOUN
gssr-621	1064	3	of	of	ADP
gssr-621	1064	4	aspergillus	aspergillus	NOUN
gssr-621	1064	5	niger	niger	NOUN
gssr-621	1064	6	in	in	ADP
gssr-621	1064	7	the	the	DET
gssr-621	1064	8	biodegradation	biodegradation	NOUN
gssr-621	1064	9	of	of	ADP
gssr-621	1064	10	rice	rice	NOUN
gssr-621	1064	11	husk	husk	NOUN
gssr-621	1064	12	.	.	PUNCT
gssr-621	1065	1	moj	moj	PROPN
gssr-621	1065	2	biology	biology	NOUN
gssr-621	1065	3	and	and	CCONJ
gssr-621	1065	4	medicine	medicine	NOUN
gssr-621	1065	5	,	,	PUNCT
gssr-621	1065	6	3(3	3(3	NUM
gssr-621	1065	7	)	)	PUNCT
gssr-621	1065	8	,	,	PUNCT
gssr-621	1065	9	49–51	49–51	X
gssr-621	1065	10	.	.	PUNCT
gssr-621	1066	1	https://dspace.unijos.edu.ng/jspui/bitstream/123456789/2278/1/mojbm-03-00075.pdf	https://dspace.unijos.edu.ng/jspui/bitstream/123456789/2278/1/mojbm-03-00075.pdf	PROPN
gssr-621	1066	2	efrinalia	efrinalia	PROPN
gssr-621	1066	3	,	,	PUNCT
gssr-621	1066	4	w.	w.	PROPN
gssr-621	1066	5	,	,	PUNCT
gssr-621	1066	6	novia	novia	PROPN
gssr-621	1066	7	,	,	PUNCT
gssr-621	1066	8	n.	n.	NOUN
gssr-621	1066	9	,	,	PUNCT
gssr-621	1066	10	&	&	CCONJ
gssr-621	1066	11	melwita	melwita	PROPN
gssr-621	1066	12	,	,	PUNCT
gssr-621	1066	13	e.	e.	PROPN
gssr-621	1066	14	(	(	PUNCT
gssr-621	1066	15	2022	2022	NUM
gssr-621	1066	16	)	)	PUNCT
gssr-621	1066	17	.	.	PUNCT
gssr-621	1067	1	kinetic	kinetic	ADJ
gssr-621	1067	2	model	model	NOUN
gssr-621	1067	3	for	for	ADP
gssr-621	1067	4	enzymatic	enzymatic	ADJ
gssr-621	1067	5	hydrolysis	hydrolysis	NOUN
gssr-621	1067	6	of	of	ADP
gssr-621	1067	7	cellulose	cellulose	NOUN
gssr-621	1067	8	from	from	ADP
gssr-621	1067	9	pretreated	pretreate	VERB
gssr-621	1067	10	rice	rice	NOUN
gssr-621	1067	11	husks	husk	NOUN
gssr-621	1067	12	.	.	PUNCT
gssr-621	1068	1	fermentation	fermentation	NOUN
gssr-621	1068	2	,	,	PUNCT
gssr-621	1068	3	8(417	8(417	NUM
gssr-621	1068	4	)	)	PUNCT
gssr-621	1068	5	,	,	PUNCT
gssr-621	1068	6	1–14	1–14	PROPN
gssr-621	1068	7	.	.	PUNCT
gssr-621	1069	1	https://doi.org/10.3390/fermentation8090417	https://doi.org/10.3390/fermentation8090417	PROPN
gssr-621	1069	2	el	el	PROPN
gssr-621	1069	3	-	-	PROPN
gssr-621	1069	4	zawawy	zawawy	PROPN
gssr-621	1069	5	,	,	PUNCT
gssr-621	1069	6	w.	w.	PROPN
gssr-621	1069	7	k.	k.	PROPN
gssr-621	1069	8	,	,	PUNCT
gssr-621	1069	9	ibrahim	ibrahim	PROPN
gssr-621	1069	10	,	,	PUNCT
gssr-621	1069	11	m.	m.	NOUN
gssr-621	1069	12	m.	m.	NOUN
gssr-621	1069	13	,	,	PUNCT
gssr-621	1069	14	abdel	abdel	NOUN
gssr-621	1069	15	-	-	PUNCT
gssr-621	1069	16	fattah	fattah	PROPN
gssr-621	1069	17	,	,	PUNCT
gssr-621	1069	18	y.	y.	PROPN
gssr-621	1069	19	r.	r.	PROPN
gssr-621	1069	20	,	,	PUNCT
gssr-621	1069	21	soliman	soliman	PROPN
gssr-621	1069	22	,	,	PUNCT
gssr-621	1069	23	n.	n.	PROPN
gssr-621	1069	24	a.	a.	PROPN
gssr-621	1069	25	,	,	PUNCT
gssr-621	1069	26	&	&	CCONJ
gssr-621	1069	27	mahmoud	mahmoud	PROPN
gssr-621	1069	28	,	,	PUNCT
gssr-621	1069	29	m.	m.	NOUN
gssr-621	1069	30	m.	m.	NOUN
gssr-621	1069	31	(	(	PUNCT
gssr-621	1069	32	2011	2011	NUM
gssr-621	1069	33	)	)	PUNCT
gssr-621	1069	34	.	.	PUNCT
gssr-621	1070	1	acid	acid	NOUN
gssr-621	1070	2	and	and	CCONJ
gssr-621	1070	3	enzyme	enzyme	NOUN
gssr-621	1070	4	hydrolysis	hydrolysis	NOUN
gssr-621	1070	5	to	to	PART
gssr-621	1070	6	convert	convert	VERB
gssr-621	1070	7	pretreated	pretreate	VERB
gssr-621	1070	8	lignocellulosic	lignocellulosic	ADJ
gssr-621	1070	9	materials	material	NOUN
gssr-621	1070	10	into	into	ADP
gssr-621	1070	11	glucose	glucose	NOUN
gssr-621	1070	12	for	for	ADP
gssr-621	1070	13	ethanol	ethanol	NOUN
gssr-621	1070	14	production	production	NOUN
gssr-621	1070	15	.	.	PUNCT
gssr-621	1071	1	carbohydrate	carbohydrate	NOUN
gssr-621	1071	2	polymers	polymer	NOUN
gssr-621	1071	3	,	,	PUNCT
gssr-621	1071	4	84	84	NUM
gssr-621	1071	5	,	,	PUNCT
gssr-621	1071	6	865–871	865–871	NUM
gssr-621	1071	7	.	.	PUNCT
gssr-621	1072	1	https://doi.org/10.1016/j.carbpol.2010.12.022	https://doi.org/10.1016/j.carbpol.2010.12.022	NOUN
gssr-621	1072	2	el	el	PROPN
gssr-621	1072	3	moutaouakil	moutaouakil	PROPN
gssr-621	1072	4	,	,	PUNCT
gssr-621	1072	5	k.	k.	PROPN
gssr-621	1072	6	,	,	PUNCT
gssr-621	1072	7	el	el	PROPN
gssr-621	1072	8	ouissari	ouissari	PROPN
gssr-621	1072	9	,	,	PUNCT
gssr-621	1072	10	a.	a.	PROPN
gssr-621	1072	11	,	,	PUNCT
gssr-621	1072	12	palade	palade	NOUN
gssr-621	1072	13	,	,	PUNCT
gssr-621	1072	14	v.	v.	PROPN
gssr-621	1072	15	,	,	PUNCT
gssr-621	1072	16	charroud	charroud	PROPN
gssr-621	1072	17	,	,	PUNCT
gssr-621	1072	18	a.	a.	NOUN
gssr-621	1072	19	,	,	PUNCT
gssr-621	1072	20	olaru	olaru	PROPN
gssr-621	1072	21	,	,	PUNCT
gssr-621	1072	22	a.	a.	NOUN
gssr-621	1072	23	,	,	PUNCT
gssr-621	1072	24	baizri	baizri	NOUN
gssr-621	1072	25	,	,	PUNCT
gssr-621	1072	26	h.	h.	PROPN
gssr-621	1072	27	,	,	PUNCT
gssr-621	1072	28	chellak	chellak	NOUN
gssr-621	1072	29	,	,	PUNCT
gssr-621	1072	30	s.	s.	PROPN
gssr-621	1072	31	,	,	PUNCT
gssr-621	1072	32	&	&	CCONJ
gssr-621	1072	33	cheggour	cheggour	PROPN
gssr-621	1072	34	,	,	PUNCT
gssr-621	1072	35	m.	m.	NOUN
gssr-621	1072	36	(	(	PUNCT
gssr-621	1072	37	2023	2023	NUM
gssr-621	1072	38	)	)	PUNCT
gssr-621	1072	39	.	.	PUNCT
gssr-621	1073	1	multi	multi	ADJ
gssr-621	1073	2	-	-	ADJ
gssr-621	1073	3	objective	objective	ADJ
gssr-621	1073	4	optimization	optimization	NOUN
gssr-621	1073	5	for	for	ADP
gssr-621	1073	6	controlling	control	VERB
gssr-621	1073	7	the	the	DET
gssr-621	1073	8	dynamics	dynamic	NOUN
gssr-621	1073	9	of	of	ADP
gssr-621	1073	10	the	the	DET
gssr-621	1073	11	diabetic	diabetic	ADJ
gssr-621	1073	12	population	population	NOUN
gssr-621	1073	13	.	.	PUNCT
gssr-621	1074	1	mathematics	mathematic	NOUN
gssr-621	1074	2	,	,	PUNCT
gssr-621	1074	3	11(13	11(13	NUM
gssr-621	1074	4	)	)	PUNCT
gssr-621	1074	5	.	.	PUNCT
gssr-621	1075	1	https://doi.org/10.3390/math11132957	https://doi.org/10.3390/math11132957	NOUN
gssr-621	1075	2	elalami	elalami	PROPN
gssr-621	1075	3	,	,	PUNCT
gssr-621	1075	4	d.	d.	PROPN
gssr-621	1075	5	,	,	PUNCT
gssr-621	1075	6	fertahi	fertahi	PROPN
gssr-621	1075	7	,	,	PUNCT
gssr-621	1075	8	s.	s.	PROPN
gssr-621	1075	9	,	,	PUNCT
gssr-621	1075	10	aouine	aouine	ADJ
gssr-621	1075	11	,	,	PUNCT
gssr-621	1075	12	m.	m.	NOUN
gssr-621	1075	13	,	,	PUNCT
gssr-621	1075	14	benali	benali	PROPN
gssr-621	1075	15	,	,	PUNCT
gssr-621	1075	16	w.	w.	PROPN
gssr-621	1075	17	,	,	PUNCT
gssr-621	1075	18	ibnyasser	ibnyasser	PROPN
gssr-621	1075	19	,	,	PUNCT
gssr-621	1075	20	a.	a.	PROPN
gssr-621	1075	21	,	,	PUNCT
gssr-621	1075	22	lyamlouli	lyamlouli	PROPN
gssr-621	1075	23	,	,	PUNCT
gssr-621	1075	24	k.	k.	PROPN
gssr-621	1075	25	,	,	PUNCT
gssr-621	1075	26	&	&	CCONJ
gssr-621	1075	27	barakat	barakat	PROPN
gssr-621	1075	28	,	,	PUNCT
gssr-621	1075	29	a.	a.	NOUN
gssr-621	1075	30	(	(	PUNCT
gssr-621	1075	31	2022	2022	NUM
gssr-621	1075	32	)	)	PUNCT
gssr-621	1075	33	.	.	PUNCT
gssr-621	1076	1	comparison	comparison	NOUN
gssr-621	1076	2	of	of	ADP
gssr-621	1076	3	pretreatment	pretreatment	NOUN
gssr-621	1076	4	effects	effect	NOUN
gssr-621	1076	5	on	on	ADP
gssr-621	1076	6	sugar	sugar	NOUN
gssr-621	1076	7	release	release	NOUN
gssr-621	1076	8	,	,	PUNCT
gssr-621	1076	9	energy	energy	NOUN
gssr-621	1076	10	efficiency	efficiency	NOUN
gssr-621	1076	11	and	and	CCONJ
gssr-621	1076	12	the	the	DET
gssr-621	1076	13	reuse	reuse	NOUN
gssr-621	1076	14	of	of	ADP
gssr-621	1076	15	effluents	effluent	NOUN
gssr-621	1076	16	.	.	PUNCT
gssr-621	1077	1	industrial	industrial	ADJ
gssr-621	1077	2	crops	crop	NOUN
gssr-621	1077	3	and	and	CCONJ
gssr-621	1077	4	products	product	NOUN
gssr-621	1077	5	,	,	PUNCT
gssr-621	1077	6	189(115759	189(115759	NUM
gssr-621	1077	7	)	)	PUNCT
gssr-621	1077	8	.	.	PUNCT
gssr-621	1078	1	https://doi.org/10.1016/j.indcrop.2022.115769	https://doi.org/10.1016/j.indcrop.2022.115769	PROPN
gssr-621	1078	2	elmer	elmer	PROPN
gssr-621	1078	3	,	,	PUNCT
gssr-621	1078	4	l.	l.	PROPN
gssr-621	1078	5	,	,	PUNCT
gssr-621	1078	6	&	&	CCONJ
gssr-621	1078	7	gaden	gaden	PROPN
gssr-621	1078	8	,	,	PUNCT
gssr-621	1078	9	j.	j.	PROPN
gssr-621	1078	10	(	(	PUNCT
gssr-621	1078	11	2000	2000	NUM
gssr-621	1078	12	)	)	PUNCT
gssr-621	1078	13	.	.	PUNCT
gssr-621	1079	1	fermentation	fermentation	NOUN
gssr-621	1079	2	process	process	NOUN
gssr-621	1079	3	kinetics	kinetic	NOUN
gssr-621	1079	4	.	.	PUNCT
gssr-621	1080	1	journal	journal	NOUN
gssr-621	1080	2	of	of	ADP
gssr-621	1080	3	biochemical	biochemical	ADJ
gssr-621	1080	4	and	and	CCONJ
gssr-621	1080	5	microbiological	microbiological	ADJ
gssr-621	1080	6	technology	technology	NOUN
gssr-621	1080	7	and	and	CCONJ
gssr-621	1080	8	engineering	engineering	NOUN
gssr-621	1080	9	,	,	PUNCT
gssr-621	1080	10	1(4	1(4	NUM
gssr-621	1080	11	)	)	PUNCT
gssr-621	1080	12	,	,	PUNCT
gssr-621	1080	13	413–429	413–429	NUM
gssr-621	1080	14	.	.	PUNCT
gssr-621	1081	1	https://doi.org/10.1002/jbmte.390010407	https://doi.org/10.1002/jbmte.390010407	NOUN
gssr-621	1081	2	far	far	ADV
gssr-621	1082	1	,	,	PUNCT
gssr-621	1082	2	b.	b.	PROPN
gssr-621	1082	3	f.	f.	PROPN
gssr-621	1082	4	,	,	PUNCT
gssr-621	1082	5	naimi	naimi	PROPN
gssr-621	1082	6	-	-	PUNCT
gssr-621	1082	7	jamal	jamal	PROPN
gssr-621	1082	8	,	,	PUNCT
gssr-621	1082	9	m.	m.	PROPN
gssr-621	1082	10	r.	r.	PROPN
gssr-621	1082	11	,	,	PUNCT
gssr-621	1082	12	safaei	safaei	NOUN
gssr-621	1082	13	,	,	PUNCT
gssr-621	1082	14	m.	m.	NOUN
gssr-621	1082	15	,	,	PUNCT
gssr-621	1082	16	zarei	zarei	ADV
gssr-621	1082	17	,	,	PUNCT
gssr-621	1082	18	k.	k.	PROPN
gssr-621	1082	19	,	,	PUNCT
gssr-621	1082	20	moradi	moradi	NOUN
gssr-621	1082	21	,	,	PUNCT
gssr-621	1082	22	m.	m.	NOUN
gssr-621	1082	23	,	,	PUNCT
gssr-621	1082	24	&	&	CCONJ
gssr-621	1082	25	nezhad	nezhad	VERB
gssr-621	1082	26	,	,	PUNCT
gssr-621	1082	27	h.	h.	PROPN
gssr-621	1082	28	y.	y.	PROPN
gssr-621	1082	29	(	(	PUNCT
gssr-621	1082	30	2022	2022	NUM
gssr-621	1082	31	)	)	PUNCT
gssr-621	1082	32	.	.	PUNCT
gssr-621	1083	1	a	a	DET
gssr-621	1083	2	review	review	NOUN
gssr-621	1083	3	on	on	ADP
gssr-621	1083	4	biomedical	biomedical	ADJ
gssr-621	1083	5	application	application	NOUN
gssr-621	1083	6	of	of	ADP
gssr-621	1083	7	polysaccharide	polysaccharide	NOUN
gssr-621	1083	8	-	-	PUNCT
gssr-621	1083	9	based	base	VERB
gssr-621	1083	10	hydrogels	hydrogel	NOUN
gssr-621	1083	11	with	with	ADP
gssr-621	1083	12	a	a	DET
gssr-621	1083	13	focus	focus	NOUN
gssr-621	1083	14	on	on	ADP
gssr-621	1083	15	drug	drug	NOUN
gssr-621	1083	16	delivery	delivery	NOUN
gssr-621	1083	17	systems	system	NOUN
gssr-621	1083	18	.	.	PUNCT
gssr-621	1084	1	polymers	polymer	NOUN
gssr-621	1084	2	,	,	PUNCT
gssr-621	1084	3	14(5432	14(5432	NUM
gssr-621	1084	4	)	)	PUNCT
gssr-621	1084	5	,	,	PUNCT
gssr-621	1084	6	1–26	1–26	PROPN
gssr-621	1084	7	.	.	PUNCT
gssr-621	1085	1	https://doi.org/10.3390/polym14245432	https://doi.org/10.3390/polym14245432	PROPN
gssr-621	1085	2	flores	flores	PROPN
gssr-621	1085	3	,	,	PUNCT
gssr-621	1085	4	k.	k.	PROPN
gssr-621	1085	5	,	,	PUNCT
gssr-621	1085	6	neal	neal	PROPN
gssr-621	1085	7	,	,	PUNCT
gssr-621	1085	8	s.	s.	PROPN
gssr-621	1085	9	,	,	PUNCT
gssr-621	1085	10	nguyen	nguyen	PROPN
gssr-621	1085	11	,	,	PUNCT
gssr-621	1085	12	j.	j.	PROPN
gssr-621	1085	13	j.	j.	PROPN
gssr-621	1085	14	,	,	PUNCT
gssr-621	1085	15	capper	capper	PROPN
gssr-621	1085	16	,	,	PUNCT
gssr-621	1085	17	k.	k.	PROPN
gssr-621	1085	18	,	,	PUNCT
gssr-621	1085	19	&	&	CCONJ
gssr-621	1085	20	felder	felder	PROPN
gssr-621	1085	21	,	,	PUNCT
gssr-621	1085	22	m.	m.	NOUN
gssr-621	1085	23	(	(	PUNCT
gssr-621	1085	24	2018	2018	NUM
gssr-621	1085	25	)	)	PUNCT
gssr-621	1085	26	.	.	PUNCT
gssr-621	1086	1	sugar	sugar	NOUN
gssr-621	1086	2	rush	rush	NOUN
gssr-621	1086	3	:	:	PUNCT
gssr-621	1086	4	how	how	SCONJ
gssr-621	1086	5	fermentation	fermentation	NOUN
gssr-621	1086	6	rate	rate	NOUN
gssr-621	1086	7	increases	increase	VERB
gssr-621	1086	8	with	with	ADP
gssr-621	1086	9	glucose	glucose	NOUN
gssr-621	1086	10	concentration	concentration	NOUN
gssr-621	1086	11	.	.	PUNCT
gssr-621	1087	1	journal	journal	NOUN
gssr-621	1087	2	of	of	ADP
gssr-621	1087	3	undergraduate	undergraduate	ADJ
gssr-621	1087	4	biology	biology	NOUN
gssr-621	1087	5	laboratory	laboratory	NOUN
gssr-621	1087	6	investigations	investigation	NOUN
gssr-621	1087	7	(	(	PUNCT
gssr-621	1087	8	jubli	jubli	PROPN
gssr-621	1087	9	)	)	PUNCT
gssr-621	1087	10	,	,	PUNCT
gssr-621	1087	11	1(1	1(1	NUM
gssr-621	1087	12	)	)	PUNCT
gssr-621	1087	13	,	,	PUNCT
gssr-621	1087	14	1–4	1–4	PROPN
gssr-621	1087	15	.	.	PROPN
gssr-621	1088	1	https://undergradsciencejournals.okstate.edu/index.php/jubli/article/download/8787/1883	https://undergradsciencejournals.okstate.edu/index.php/jubli/article/download/8787/1883	PROPN
gssr-621	1088	2	foust	foust	PROPN
gssr-621	1088	3	,	,	PUNCT
gssr-621	1088	4	t.	t.	PROPN
gssr-621	1088	5	d.	d.	PROPN
gssr-621	1088	6	,	,	PUNCT
gssr-621	1088	7	aden	aden	PROPN
gssr-621	1088	8	,	,	PUNCT
gssr-621	1088	9	a.	a.	PROPN
gssr-621	1088	10	,	,	PUNCT
gssr-621	1088	11	dutta	dutta	PROPN
gssr-621	1088	12	,	,	PUNCT
gssr-621	1088	13	a.	a.	PROPN
gssr-621	1088	14	,	,	PUNCT
gssr-621	1088	15	&	&	CCONJ
gssr-621	1088	16	phillips	phillips	PROPN
gssr-621	1088	17	,	,	PUNCT
gssr-621	1088	18	s.	s.	PROPN
gssr-621	1088	19	(	(	PUNCT
gssr-621	1088	20	2020	2020	NUM
gssr-621	1088	21	)	)	PUNCT
gssr-621	1088	22	.	.	PUNCT
gssr-621	1089	1	an	an	DET
gssr-621	1089	2	economic	economic	ADJ
gssr-621	1089	3	and	and	CCONJ
gssr-621	1089	4	environmental	environmental	ADJ
gssr-621	1089	5	comparison	comparison	NOUN
gssr-621	1089	6	of	of	ADP
gssr-621	1089	7	a	a	DET
gssr-621	1089	8	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	1089	9	global	global	ADJ
gssr-621	1089	10	sustainability	sustainability	NOUN
gssr-621	1089	11	research	research	NOUN
gssr-621	1089	12	global	global	ADJ
gssr-621	1089	13	scientific	scientific	ADJ
gssr-621	1089	14	research	research	NOUN
gssr-621	1089	15	118	118	NUM
gssr-621	1089	16	biochemical	biochemical	ADJ
gssr-621	1089	17	and	and	CCONJ
gssr-621	1089	18	a	a	DET
gssr-621	1089	19	thermochemical	thermochemical	ADJ
gssr-621	1089	20	lignocellulosic	lignocellulosic	ADJ
gssr-621	1089	21	ethanol	ethanol	NOUN
gssr-621	1089	22	conversion	conversion	NOUN
gssr-621	1089	23	processes	process	NOUN
gssr-621	1089	24	.	.	PUNCT
gssr-621	1090	1	cellulose	cellulose	NOUN
gssr-621	1090	2	,	,	PUNCT
gssr-621	1090	3	16	16	NUM
gssr-621	1090	4	,	,	PUNCT
gssr-621	1090	5	547–565	547–565	NUM
gssr-621	1090	6	.	.	PUNCT
gssr-621	1091	1	https://doi.org/10.1007/s10570-009-9317-x	https://doi.org/10.1007/s10570-009-9317-x	PROPN
gssr-621	1091	2	fu	fu	PROPN
gssr-621	1091	3	,	,	PUNCT
gssr-621	1091	4	y.	y.	PROPN
gssr-621	1091	5	,	,	PUNCT
gssr-621	1091	6	gu	gu	NOUN
gssr-621	1091	7	,	,	PUNCT
gssr-621	1091	8	b.-j	b.-j	PROPN
gssr-621	1091	9	.	.	PROPN
gssr-621	1091	10	,	,	PUNCT
gssr-621	1091	11	wang	wang	PROPN
gssr-621	1091	12	,	,	PUNCT
gssr-621	1091	13	j.	j.	PROPN
gssr-621	1091	14	,	,	PUNCT
gssr-621	1091	15	gao	gao	PROPN
gssr-621	1091	16	,	,	PUNCT
gssr-621	1091	17	j.	j.	PROPN
gssr-621	1091	18	,	,	PUNCT
gssr-621	1091	19	ganjyal	ganjyal	PROPN
gssr-621	1091	20	,	,	PUNCT
gssr-621	1091	21	g.	g.	PROPN
gssr-621	1091	22	m.	m.	PROPN
gssr-621	1091	23	,	,	PUNCT
gssr-621	1091	24	&	&	CCONJ
gssr-621	1091	25	wolcott	wolcott	PROPN
gssr-621	1091	26	,	,	PUNCT
gssr-621	1091	27	m.	m.	NOUN
gssr-621	1091	28	p.	p.	NOUN
gssr-621	1091	29	(	(	PUNCT
gssr-621	1091	30	2018	2018	NUM
gssr-621	1091	31	)	)	PUNCT
gssr-621	1091	32	.	.	PUNCT
gssr-621	1092	1	novel	novel	ADJ
gssr-621	1092	2	micronized	micronize	VERB
gssr-621	1092	3	woody	woody	NOUN
gssr-621	1092	4	biomass	biomass	NOUN
gssr-621	1092	5	process	process	NOUN
gssr-621	1092	6	for	for	ADP
gssr-621	1092	7	production	production	NOUN
gssr-621	1092	8	of	of	ADP
gssr-621	1092	9	cost	cost	NOUN
gssr-621	1092	10	-	-	PUNCT
gssr-621	1092	11	effective	effective	ADJ
gssr-621	1092	12	clean	clean	ADJ
gssr-621	1092	13	fermentable	fermentable	ADJ
gssr-621	1092	14	sugars	sugar	NOUN
gssr-621	1092	15	(	(	PUNCT
gssr-621	1092	16	pp	pp	ADJ
gssr-621	1092	17	.	.	PUNCT
gssr-621	1093	1	1–39	1–39	NUM
gssr-621	1093	2	)	)	PUNCT
gssr-621	1093	3	.	.	PUNCT
gssr-621	1094	1	elsevier	elsevier	PROPN
gssr-621	1094	2	.	.	PUNCT
gssr-621	1095	1	http://www.elsevier.com/open-access/userlicense/1.0/	http://www.elsevier.com/open-access/userlicense/1.0/	PROPN
gssr-621	1095	2	gonzález	gonzález	PROPN
gssr-621	1095	3	-	-	PUNCT
gssr-621	1095	4	figueredo	figueredo	PROPN
gssr-621	1095	5	,	,	PUNCT
gssr-621	1095	6	c.	c.	PROPN
gssr-621	1095	7	,	,	PUNCT
gssr-621	1095	8	flores	flore	NOUN
gssr-621	1095	9	-	-	PUNCT
gssr-621	1095	10	estrella	estrella	PROPN
gssr-621	1095	11	,	,	PUNCT
gssr-621	1095	12	r.	r.	PROPN
gssr-621	1095	13	a.	a.	PROPN
gssr-621	1095	14	,	,	PUNCT
gssr-621	1095	15	&	&	CCONJ
gssr-621	1095	16	rojas	rojas	PROPN
gssr-621	1095	17	-	-	PUNCT
gssr-621	1095	18	rejón	rejón	NOUN
gssr-621	1095	19	,	,	PUNCT
gssr-621	1095	20	o.	o.	NOUN
gssr-621	1095	21	a.	a.	NOUN
gssr-621	1095	22	(	(	PUNCT
gssr-621	1095	23	2017	2017	NUM
gssr-621	1095	24	)	)	PUNCT
gssr-621	1095	25	.	.	PUNCT
gssr-621	1096	1	fermentation	fermentation	NOUN
gssr-621	1096	2	:	:	PUNCT
gssr-621	1096	3	metabolism	metabolism	NOUN
gssr-621	1096	4	,	,	PUNCT
gssr-621	1096	5	kinetic	kinetic	NOUN
gssr-621	1096	6	models	model	NOUN
gssr-621	1096	7	,	,	PUNCT
gssr-621	1096	8	and	and	CCONJ
gssr-621	1096	9	bioprocessing	bioprocesse	VERB
gssr-621	1096	10	.	.	PUNCT
gssr-621	1097	1	in	in	ADP
gssr-621	1097	2	current	current	ADJ
gssr-621	1097	3	topics	topic	NOUN
gssr-621	1097	4	in	in	ADP
gssr-621	1097	5	biochemical	biochemical	ADJ
gssr-621	1097	6	engineering	engineering	NOUN
gssr-621	1097	7	(	(	PUNCT
gssr-621	1097	8	pp	pp	ADJ
gssr-621	1097	9	.	.	PUNCT
gssr-621	1097	10	1–17	1–17	NUM
gssr-621	1097	11	)	)	PUNCT
gssr-621	1097	12	.	.	PUNCT
gssr-621	1098	1	intechopen	intechopen	ADJ
gssr-621	1098	2	.	.	PUNCT
gssr-621	1099	1	https://doi.org/10.5772/intechopen.82195	https://doi.org/10.5772/intechopen.82195	ADJ
gssr-621	1099	2	gunkova	gunkova	NOUN
gssr-621	1099	3	,	,	PUNCT
gssr-621	1099	4	p.	p.	NOUN
gssr-621	1099	5	i.	i.	PROPN
gssr-621	1099	6	,	,	PUNCT
gssr-621	1099	7	buchilina	buchilina	PROPN
gssr-621	1099	8	,	,	PUNCT
gssr-621	1099	9	a.	a.	PROPN
gssr-621	1099	10	s.	s.	PROPN
gssr-621	1099	11	,	,	PUNCT
gssr-621	1099	12	maksimiuk	maksimiuk	NOUN
gssr-621	1099	13	,	,	PUNCT
gssr-621	1099	14	n.	n.	PROPN
gssr-621	1099	15	n.	n.	PROPN
gssr-621	1099	16	,	,	PUNCT
gssr-621	1099	17	bazarnova	bazarnova	PROPN
gssr-621	1099	18	,	,	PUNCT
gssr-621	1099	19	y.	y.	PROPN
gssr-621	1099	20	g.	g.	PROPN
gssr-621	1099	21	,	,	PUNCT
gssr-621	1099	22	&	&	CCONJ
gssr-621	1099	23	girel	girel	PROPN
gssr-621	1099	24	,	,	PUNCT
gssr-621	1099	25	k.	k.	PROPN
gssr-621	1099	26	s.	s.	PROPN
gssr-621	1099	27	(	(	PUNCT
gssr-621	1099	28	2021	2021	NUM
gssr-621	1099	29	)	)	PUNCT
gssr-621	1099	30	.	.	PUNCT
gssr-621	1100	1	carbohydrate	carbohydrate	ADJ
gssr-621	1100	2	fermentation	fermentation	NOUN
gssr-621	1100	3	test	test	NOUN
gssr-621	1100	4	of	of	ADP
gssr-621	1100	5	lactic	lactic	ADJ
gssr-621	1100	6	acid	acid	NOUN
gssr-621	1100	7	starter	starter	ADJ
gssr-621	1100	8	cultures	culture	NOUN
gssr-621	1100	9	.	.	PUNCT
gssr-621	1101	1	iop	iop	PROPN
gssr-621	1101	2	conference	conference	PROPN
gssr-621	1101	3	series	series	PROPN
gssr-621	1101	4	:	:	PUNCT
gssr-621	1101	5	earth	earth	NOUN
gssr-621	1101	6	and	and	CCONJ
gssr-621	1101	7	environmental	environmental	ADJ
gssr-621	1101	8	science	science	NOUN
gssr-621	1102	1	[	[	X
gssr-621	1102	2	itafccem	itafccem	NOUN
gssr-621	1102	3	2021	2021	NUM
gssr-621	1102	4	]	]	PUNCT
gssr-621	1102	5	,	,	PUNCT
gssr-621	1102	6	852(012035	852(012035	NUM
gssr-621	1102	7	)	)	PUNCT
gssr-621	1102	8	,	,	PUNCT
gssr-621	1102	9	1–5	1–5	PROPN
gssr-621	1102	10	.	.	PROPN
gssr-621	1102	11	https://doi.org/10.1088/1755-1315/852/1/012035	https://doi.org/10.1088/1755-1315/852/1/012035	PROPN
gssr-621	1102	12	halka	halka	PROPN
gssr-621	1102	13	,	,	PUNCT
gssr-621	1102	14	l.	l.	PROPN
gssr-621	1102	15	m.	m.	PROPN
gssr-621	1102	16	,	,	PUNCT
gssr-621	1102	17	nowacki	nowacki	PROPN
gssr-621	1102	18	,	,	PUNCT
gssr-621	1102	19	c.	c.	NOUN
gssr-621	1102	20	,	,	PUNCT
gssr-621	1102	21	kleinschmidt	kleinschmidt	PROPN
gssr-621	1102	22	,	,	PUNCT
gssr-621	1102	23	a.	a.	NOUN
gssr-621	1102	24	,	,	PUNCT
gssr-621	1102	25	koenen	koenen	PROPN
gssr-621	1102	26	,	,	PUNCT
gssr-621	1102	27	k.	k.	PROPN
gssr-621	1102	28	,	,	PUNCT
gssr-621	1102	29	&	&	CCONJ
gssr-621	1102	30	wichmann	wichmann	PROPN
gssr-621	1102	31	,	,	PUNCT
gssr-621	1102	32	r.	r.	PROPN
gssr-621	1102	33	(	(	PUNCT
gssr-621	1102	34	2018	2018	NUM
gssr-621	1102	35	)	)	PUNCT
gssr-621	1102	36	.	.	PUNCT
gssr-621	1103	1	glucose	glucose	NOUN
gssr-621	1103	2	limited	limit	VERB
gssr-621	1103	3	feed	feed	NOUN
gssr-621	1103	4	strategy	strategy	NOUN
gssr-621	1103	5	leads	lead	VERB
gssr-621	1103	6	to	to	ADP
gssr-621	1103	7	increased	increase	VERB
gssr-621	1103	8	production	production	NOUN
gssr-621	1103	9	of	of	ADP
gssr-621	1103	10	fusicocca-2,10(14)-diene	fusicocca-2,10(14)-diene	PROPN
gssr-621	1103	11	by	by	ADP
gssr-621	1103	12	saccharomyces	saccharomyce	NOUN
gssr-621	1103	13	cerevisiae	cerevisiae	NOUN
gssr-621	1103	14	.	.	PUNCT
gssr-621	1104	1	amb	amb	PROPN
gssr-621	1104	2	express	express	PROPN
gssr-621	1104	3	,	,	PUNCT
gssr-621	1104	4	8(132	8(132	PROPN
gssr-621	1104	5	)	)	PUNCT
gssr-621	1104	6	,	,	PUNCT
gssr-621	1104	7	1–12	1–12	NOUN
gssr-621	1104	8	.	.	PUNCT
gssr-621	1105	1	https://doi.org/10.1186/s13568-018-0662-8	https://doi.org/10.1186/s13568-018-0662-8	PROPN
gssr-621	1105	2	hamman	hamman	PROPN
gssr-621	1105	3	,	,	PUNCT
gssr-621	1105	4	w.	w.	PROPN
gssr-621	1105	5	,	,	PUNCT
gssr-621	1105	6	seames	seames	PROPN
gssr-621	1105	7	,	,	PUNCT
gssr-621	1105	8	w.	w.	PROPN
gssr-621	1105	9	,	,	PUNCT
gssr-621	1105	10	&	&	CCONJ
gssr-621	1105	11	ross	ross	PROPN
gssr-621	1105	12	,	,	PUNCT
gssr-621	1105	13	a.	a.	NOUN
gssr-621	1105	14	(	(	PUNCT
gssr-621	1105	15	2018	2018	NUM
gssr-621	1105	16	)	)	PUNCT
gssr-621	1105	17	.	.	PUNCT
gssr-621	1106	1	carbohydrate	carbohydrate	NOUN
gssr-621	1106	2	extraction	extraction	NOUN
gssr-621	1106	3	from	from	ADP
gssr-621	1106	4	the	the	DET
gssr-621	1106	5	chlorella	chlorella	NOUN
gssr-621	1106	6	vulgaris	vulgaris	NOUN
gssr-621	1106	7	microalgae	microalgae	NOUN
gssr-621	1106	8	.	.	PUNCT
gssr-621	1107	1	in	in	ADP
gssr-621	1107	2	essential	essential	ADJ
gssr-621	1107	3	studies	study	NOUN
gssr-621	1107	4	undergraduate	undergraduate	NOUN
gssr-621	1107	5	showcase	showcase	PROPN
gssr-621	1107	6	.	.	PUNCT
gssr-621	1108	1	university	university	NOUN
gssr-621	1108	2	of	of	ADP
gssr-621	1108	3	north	north	PROPN
gssr-621	1108	4	dakota	dakota	PROPN
gssr-621	1108	5	(	(	PUNCT
gssr-621	1108	6	und)-essentail	und)-essentail	PROPN
gssr-621	1108	7	studies	study	NOUN
gssr-621	1108	8	program	program	NOUN
gssr-621	1108	9	.	.	PUNCT
gssr-621	1109	1	https://commons.und.edu/es-showcase/11	https://commons.und.edu/es-showcase/11	X
gssr-621	1110	1	hassan	hassan	PROPN
gssr-621	1110	2	,	,	PUNCT
gssr-621	1110	3	s.	s.	PROPN
gssr-621	1110	4	a.	a.	PROPN
gssr-621	1110	5	m.	m.	PROPN
gssr-621	1110	6	,	,	PUNCT
gssr-621	1110	7	ahmad	ahmad	PROPN
gssr-621	1110	8	,	,	PUNCT
gssr-621	1110	9	m.	m.	NOUN
gssr-621	1110	10	s.	s.	PROPN
gssr-621	1110	11	,	,	PUNCT
gssr-621	1110	12	samat	samat	NOUN
gssr-621	1110	13	,	,	PUNCT
gssr-621	1110	14	a.	a.	PROPN
gssr-621	1110	15	f.	f.	PROPN
gssr-621	1110	16	,	,	PUNCT
gssr-621	1110	17	zakaria	zakaria	PROPN
gssr-621	1110	18	,	,	PUNCT
gssr-621	1110	19	n.	n.	PROPN
gssr-621	1110	20	z.	z.	PROPN
gssr-621	1110	21	i.	i.	PROPN
gssr-621	1110	22	,	,	PUNCT
gssr-621	1110	23	sohaimi	sohaimi	PROPN
gssr-621	1110	24	,	,	PUNCT
gssr-621	1110	25	k.	k.	PROPN
gssr-621	1110	26	s.	s.	PROPN
gssr-621	1110	27	a.	a.	PROPN
gssr-621	1110	28	,	,	PUNCT
gssr-621	1110	29	&	&	CCONJ
gssr-621	1110	30	nordin	nordin	PROPN
gssr-621	1110	31	,	,	PUNCT
gssr-621	1110	32	n.	n.	NOUN
gssr-621	1110	33	(	(	PUNCT
gssr-621	1110	34	2018	2018	NUM
gssr-621	1110	35	)	)	PUNCT
gssr-621	1110	36	.	.	PUNCT
gssr-621	1111	1	comparison	comparison	NOUN
gssr-621	1111	2	of	of	ADP
gssr-621	1111	3	glucose	glucose	NOUN
gssr-621	1111	4	yield	yield	NOUN
gssr-621	1111	5	from	from	ADP
gssr-621	1111	6	rubberwood	rubberwood	NOUN
gssr-621	1111	7	sawdust	sawdust	NOUN
gssr-621	1111	8	(	(	PUNCT
gssr-621	1111	9	rsd	rsd	NOUN
gssr-621	1111	10	)	)	PUNCT
gssr-621	1111	11	,	,	PUNCT
gssr-621	1111	12	growth	growth	NOUN
gssr-621	1111	13	medium	medium	NOUN
gssr-621	1111	14	(	(	PUNCT
gssr-621	1111	15	gm	gm	PROPN
gssr-621	1111	16	)	)	PUNCT
gssr-621	1111	17	,	,	PUNCT
gssr-621	1111	18	and	and	CCONJ
gssr-621	1111	19	mushroom	mushroom	NOUN
gssr-621	1111	20	spent	spend	VERB
gssr-621	1111	21	medium	medium	NOUN
gssr-621	1111	22	(	(	PUNCT
gssr-621	1111	23	msm	msm	NOUN
gssr-621	1111	24	)	)	PUNCT
gssr-621	1111	25	under	under	ADP
gssr-621	1111	26	different	different	ADJ
gssr-621	1111	27	sodium	sodium	NOUN
gssr-621	1111	28	hydroxide	hydroxide	NOUN
gssr-621	1111	29	pretreatment	pretreatment	NOUN
gssr-621	1111	30	techniques	technique	NOUN
gssr-621	1111	31	.	.	PUNCT
gssr-621	1112	1	matec	matec	ADJ
gssr-621	1112	2	web	web	NOUN
gssr-621	1112	3	of	of	ADP
gssr-621	1112	4	conferences	conference	NOUN
gssr-621	1112	5	[	[	X
gssr-621	1112	6	mutec	mutec	NOUN
gssr-621	1112	7	2017	2017	NUM
gssr-621	1112	8	]	]	PUNCT
gssr-621	1112	9	,	,	PUNCT
gssr-621	1112	10	150(06023	150(06023	NUM
gssr-621	1112	11	)	)	PUNCT
gssr-621	1112	12	,	,	PUNCT
gssr-621	1112	13	1–6	1–6	X
gssr-621	1112	14	.	.	PUNCT
gssr-621	1113	1	https://doi.org/10.1051/matecconf/201815006023	https://doi.org/10.1051/matecconf/201815006023	PROPN
gssr-621	1113	2	hu	hu	PROPN
gssr-621	1113	3	,	,	PUNCT
gssr-621	1113	4	h.	h.	PROPN
gssr-621	1113	5	,	,	PUNCT
gssr-621	1113	6	teng	teng	PROPN
gssr-621	1113	7	,	,	PUNCT
gssr-621	1113	8	x.	x.	PROPN
gssr-621	1113	9	,	,	PUNCT
gssr-621	1113	10	zhang	zhang	PROPN
gssr-621	1113	11	,	,	PUNCT
gssr-621	1113	12	s.	s.	PROPN
gssr-621	1113	13	,	,	PUNCT
gssr-621	1113	14	liu	liu	PROPN
gssr-621	1113	15	,	,	PUNCT
gssr-621	1113	16	t.	t.	PROPN
gssr-621	1113	17	,	,	PUNCT
gssr-621	1113	18	li	li	PROPN
gssr-621	1113	19	,	,	PUNCT
gssr-621	1113	20	x.	x.	PROPN
gssr-621	1113	21	,	,	PUNCT
gssr-621	1113	22	&	&	CCONJ
gssr-621	1113	23	wang	wang	PROPN
gssr-621	1113	24	,	,	PUNCT
gssr-621	1113	25	d.	d.	PROPN
gssr-621	1113	26	(	(	PUNCT
gssr-621	1113	27	2021	2021	NUM
gssr-621	1113	28	)	)	PUNCT
gssr-621	1113	29	.	.	PUNCT
gssr-621	1114	1	structural	structural	ADJ
gssr-621	1114	2	characteristics	characteristic	NOUN
gssr-621	1114	3	,	,	PUNCT
gssr-621	1114	4	rheological	rheological	ADJ
gssr-621	1114	5	properties	property	NOUN
gssr-621	1114	6	,	,	PUNCT
gssr-621	1114	7	and	and	CCONJ
gssr-621	1114	8	antioxidant	antioxidant	ADJ
gssr-621	1114	9	activity	activity	NOUN
gssr-621	1114	10	of	of	ADP
gssr-621	1114	11	novel	novel	ADJ
gssr-621	1114	12	polysaccharides	polysaccharide	NOUN
gssr-621	1114	13	from	from	ADP
gssr-621	1114	14	“	"	PUNCT
gssr-621	1114	15	deer	deer	NOUN
gssr-621	1114	16	tripe	tripe	NOUN
gssr-621	1114	17	mushroom	mushroom	NOUN
gssr-621	1114	18	.	.	PUNCT
gssr-621	1114	19	”	"	PUNCT
gssr-621	1115	1	journal	journal	NOUN
gssr-621	1115	2	of	of	ADP
gssr-621	1115	3	food	food	NOUN
gssr-621	1115	4	quality	quality	NOUN
gssr-621	1115	5	,	,	PUNCT
gssr-621	1115	6	2021(6593293	2021(6593293	NUM
gssr-621	1115	7	)	)	PUNCT
gssr-621	1115	8	,	,	PUNCT
gssr-621	1115	9	1–12	1–12	NOUN
gssr-621	1115	10	.	.	PUNCT
gssr-621	1116	1	https://doi.org/10.1155/2021/6593293	https://doi.org/10.1155/2021/6593293	PROPN
gssr-621	1116	2	huo	huo	PROPN
gssr-621	1116	3	,	,	PUNCT
gssr-621	1116	4	s.	s.	PROPN
gssr-621	1116	5	,	,	PUNCT
gssr-621	1116	6	wang	wang	PROPN
gssr-621	1116	7	,	,	PUNCT
gssr-621	1116	8	h.	h.	PROPN
gssr-621	1116	9	,	,	PUNCT
gssr-621	1116	10	chen	chen	PROPN
gssr-621	1116	11	,	,	PUNCT
gssr-621	1116	12	j.	j.	PROPN
gssr-621	1116	13	,	,	PUNCT
gssr-621	1116	14	hu	hu	PROPN
gssr-621	1116	15	,	,	PUNCT
gssr-621	1116	16	x.	x.	PROPN
gssr-621	1116	17	,	,	PUNCT
gssr-621	1116	18	zan	zan	PROPN
gssr-621	1116	19	,	,	PUNCT
gssr-621	1116	20	x.	x.	PROPN
gssr-621	1116	21	,	,	PUNCT
gssr-621	1116	22	zhang	zhang	PROPN
gssr-621	1116	23	,	,	PUNCT
gssr-621	1116	24	c.	c.	PROPN
gssr-621	1116	25	,	,	PUNCT
gssr-621	1116	26	qian	qian	PROPN
gssr-621	1116	27	,	,	PUNCT
gssr-621	1116	28	j.	j.	PROPN
gssr-621	1116	29	,	,	PUNCT
gssr-621	1116	30	zhu	zhu	PROPN
gssr-621	1116	31	,	,	PUNCT
gssr-621	1116	32	f.	f.	PROPN
gssr-621	1116	33	,	,	PUNCT
gssr-621	1116	34	ma	ma	PROPN
gssr-621	1116	35	,	,	PUNCT
gssr-621	1116	36	h.	h.	PROPN
gssr-621	1116	37	,	,	PUNCT
gssr-621	1116	38	&	&	CCONJ
gssr-621	1116	39	elshobary	elshobary	ADJ
gssr-621	1116	40	,	,	PUNCT
gssr-621	1116	41	m.	m.	NOUN
gssr-621	1116	42	(	(	PUNCT
gssr-621	1116	43	2022	2022	NUM
gssr-621	1116	44	)	)	PUNCT
gssr-621	1116	45	.	.	PUNCT
gssr-621	1117	1	a	a	DET
gssr-621	1117	2	preliminary	preliminary	ADJ
gssr-621	1117	3	study	study	NOUN
gssr-621	1117	4	on	on	ADP
gssr-621	1117	5	polysaccharide	polysaccharide	NOUN
gssr-621	1117	6	extraction	extraction	NOUN
gssr-621	1117	7	,	,	PUNCT
gssr-621	1117	8	purification	purification	NOUN
gssr-621	1117	9	,	,	PUNCT
gssr-621	1117	10	and	and	CCONJ
gssr-621	1117	11	antioxidant	antioxidant	ADJ
gssr-621	1117	12	properties	property	NOUN
gssr-621	1117	13	of	of	ADP
gssr-621	1117	14	sugar	sugar	NOUN
gssr-621	1117	15	-	-	PUNCT
gssr-621	1117	16	rich	rich	ADJ
gssr-621	1117	17	filamentous	filamentous	ADJ
gssr-621	1117	18	microalgae	microalgae	NOUN
gssr-621	1117	19	tribonema	tribonema	NOUN
gssr-621	1117	20	minus	minus	ADP
gssr-621	1117	21	.	.	PUNCT
gssr-621	1118	1	7th	7th	ADJ
gssr-621	1118	2	congress	congress	PROPN
gssr-621	1118	3	of	of	ADP
gssr-621	1118	4	the	the	DET
gssr-621	1118	5	international	international	ADJ
gssr-621	1118	6	society	society	NOUN
gssr-621	1118	7	for	for	ADP
gssr-621	1118	8	applied	applied	ADJ
gssr-621	1118	9	phycology	phycology	NOUN
gssr-621	1118	10	(	(	PUNCT
gssr-621	1118	11	isap	isap	PROPN
gssr-621	1118	12	2020	2020	PROPN
gssr-621	1118	13	-	-	SYM
gssr-621	1118	14	2021	2021	NUM
gssr-621	1118	15	)	)	PUNCT
gssr-621	1118	16	,	,	PUNCT
gssr-621	1118	17	34	34	NUM
gssr-621	1118	18	,	,	PUNCT
gssr-621	1118	19	2755–2767	2755–2767	NUM
gssr-621	1118	20	.	.	PUNCT
gssr-621	1119	1	https://doi.org/10.1007/s10811-021-02630-w	https://doi.org/10.1007/s10811-021-02630-w	PROPN
gssr-621	1119	2	ibrahim	ibrahim	PROPN
gssr-621	1119	3	,	,	PUNCT
gssr-621	1119	4	m.	m.	PROPN
gssr-621	1119	5	f.	f.	PROPN
gssr-621	1119	6	,	,	PUNCT
gssr-621	1119	7	kim	kim	PROPN
gssr-621	1119	8	,	,	PUNCT
gssr-621	1119	9	s.	s.	PROPN
gssr-621	1119	10	w.	w.	PROPN
gssr-621	1119	11	,	,	PUNCT
gssr-621	1119	12	&	&	CCONJ
gssr-621	1119	13	abd	abd	PROPN
gssr-621	1119	14	-	-	PROPN
gssr-621	1119	15	aziz	aziz	PROPN
gssr-621	1119	16	,	,	PUNCT
gssr-621	1119	17	s.	s.	PROPN
gssr-621	1119	18	(	(	PUNCT
gssr-621	1119	19	2018	2018	NUM
gssr-621	1119	20	)	)	PUNCT
gssr-621	1119	21	.	.	PUNCT
gssr-621	1120	1	advanced	advanced	ADJ
gssr-621	1120	2	bioprocessing	bioprocesse	VERB
gssr-621	1120	3	for	for	ADP
gssr-621	1120	4	biobutanol	biobutanol	NOUN
gssr-621	1120	5	production	production	NOUN
gssr-621	1120	6	from	from	ADP
gssr-621	1120	7	biomass	biomass	NOUN
gssr-621	1120	8	.	.	PUNCT
gssr-621	1121	1	biofermentation	biofermentation	NOUN
gssr-621	1121	2	,	,	PUNCT
gssr-621	1121	3	1–43	1–43	PROPN
gssr-621	1121	4	.	.	PUNCT
gssr-621	1122	1	https://www.sciencedirect.com/science/article/pii/s1364032118302545	https://www.sciencedirect.com/science/article/pii/s1364032118302545	PROPN
gssr-621	1122	2	ilo	ilo	PROPN
gssr-621	1122	3	.	.	PUNCT
gssr-621	1123	1	(	(	PUNCT
gssr-621	1123	2	2020	2020	NUM
gssr-621	1123	3	)	)	PUNCT
gssr-621	1123	4	.	.	PUNCT
gssr-621	1124	1	carbohydrates	carbohydrate	NOUN
gssr-621	1124	2	of	of	ADP
gssr-621	1124	3	biological	biological	ADJ
gssr-621	1124	4	importance	importance	NOUN
gssr-621	1124	5	(	(	PUNCT
gssr-621	1124	6	pp	pp	X
gssr-621	1124	7	.	.	PUNCT
gssr-621	1124	8	9–26	9–26	NOUN
gssr-621	1124	9	)	)	PUNCT
gssr-621	1124	10	.	.	PUNCT
gssr-621	1125	1	cairo	cairo	PROPN
gssr-621	1125	2	university	university	PROPN
gssr-621	1125	3	.	.	PUNCT
gssr-621	1126	1	https://medicine.cu.edu.eg/images/stories/docs/deparments/biochem/002carbohydrate_chemistry.pdf	https://medicine.cu.edu.eg/images/stories/docs/deparments/biochem/002carbohydrate_chemistry.pdf	NOUN
gssr-621	1126	2	inyang	inyang	PROPN
gssr-621	1126	3	,	,	PUNCT
gssr-621	1126	4	v.	v.	ADV
gssr-621	1126	5	,	,	PUNCT
gssr-621	1126	6	laseinde	laseinde	ADJ
gssr-621	1126	7	,	,	PUNCT
gssr-621	1126	8	o.	o.	PROPN
gssr-621	1126	9	t.	t.	PROPN
gssr-621	1126	10	,	,	PUNCT
gssr-621	1126	11	&	&	CCONJ
gssr-621	1126	12	kanakana	kanakana	PROPN
gssr-621	1126	13	,	,	PUNCT
gssr-621	1126	14	g.	g.	PROPN
gssr-621	1126	15	m.	m.	PROPN
gssr-621	1126	16	(	(	PUNCT
gssr-621	1126	17	2022	2022	NUM
gssr-621	1126	18	)	)	PUNCT
gssr-621	1126	19	.	.	PUNCT
gssr-621	1127	1	techniques	technique	NOUN
gssr-621	1127	2	and	and	CCONJ
gssr-621	1127	3	applications	application	NOUN
gssr-621	1127	4	of	of	ADP
gssr-621	1127	5	lignocellulose	lignocellulose	ADJ
gssr-621	1127	6	biomass	biomass	NOUN
gssr-621	1127	7	sources	source	NOUN
gssr-621	1127	8	as	as	ADP
gssr-621	1127	9	transport	transport	NOUN
gssr-621	1127	10	fuels	fuel	NOUN
gssr-621	1127	11	and	and	CCONJ
gssr-621	1127	12	other	other	ADJ
gssr-621	1127	13	bioproducts	bioproduct	NOUN
gssr-621	1127	14	.	.	PUNCT
gssr-621	1128	1	international	international	ADJ
gssr-621	1128	2	journal	journal	NOUN
gssr-621	1128	3	of	of	ADP
gssr-621	1128	4	low	low	ADJ
gssr-621	1128	5	-	-	PUNCT
gssr-621	1128	6	carbon	carbon	NOUN
gssr-621	1128	7	technologies	technology	NOUN
gssr-621	1128	8	,	,	PUNCT
gssr-621	1128	9	17	17	NUM
gssr-621	1128	10	,	,	PUNCT
gssr-621	1128	11	900–909	900–909	NUM
gssr-621	1128	12	.	.	PUNCT
gssr-621	1129	1	https://doi.org/10.1093/ijlct/ctac068	https://doi.org/10.1093/ijlct/ctac068	PROPN
gssr-621	1129	2	jamil	jamil	PROPN
gssr-621	1129	3	,	,	PUNCT
gssr-621	1129	4	n.	n.	PROPN
gssr-621	1129	5	m.	m.	NOUN
gssr-621	1129	6	,	,	PUNCT
gssr-621	1129	7	&	&	CCONJ
gssr-621	1129	8	wang	wang	PROPN
gssr-621	1129	9	,	,	PUNCT
gssr-621	1129	10	q.	q.	PROPN
gssr-621	1129	11	(	(	PUNCT
gssr-621	1129	12	2016	2016	NUM
gssr-621	1129	13	)	)	PUNCT
gssr-621	1129	14	.	.	PUNCT
gssr-621	1130	1	numerical	numerical	ADJ
gssr-621	1130	2	prediction	prediction	NOUN
gssr-621	1130	3	of	of	ADP
gssr-621	1130	4	kinetic	kinetic	ADJ
gssr-621	1130	5	model	model	NOUN
gssr-621	1130	6	for	for	ADP
gssr-621	1130	7	enzymatic	enzymatic	ADJ
gssr-621	1130	8	hydrolysis	hydrolysis	NOUN
gssr-621	1130	9	of	of	ADP
gssr-621	1130	10	cellulose	cellulose	NOUN
gssr-621	1130	11	using	use	VERB
gssr-621	1130	12	daeqmom	daeqmom	ADJ
gssr-621	1130	13	approach	approach	NOUN
gssr-621	1130	14	.	.	PUNCT
gssr-621	1131	1	iop	iop	PROPN
gssr-621	1131	2	conference	conference	PROPN
gssr-621	1131	3	seriesl	seriesl	PROPN
gssr-621	1131	4	earth	earth	NOUN
gssr-621	1131	5	and	and	CCONJ
gssr-621	1131	6	environmental	environmental	ADJ
gssr-621	1131	7	science	science	NOUN
gssr-621	1131	8	-	-	PUNCT
gssr-621	1131	9	international	international	ADJ
gssr-621	1131	10	conference	conference	NOUN
gssr-621	1131	11	on	on	ADP
gssr-621	1131	12	chemical	chemical	ADJ
gssr-621	1131	13	engineering	engineering	NOUN
gssr-621	1131	14	and	and	CCONJ
gssr-621	1131	15	bioprocess	bioprocess	NOUN
gssr-621	1131	16	engineering	engineering	NOUN
gssr-621	1131	17	,	,	PUNCT
gssr-621	1131	18	36(012035	36(012035	NUM
gssr-621	1131	19	)	)	PUNCT
gssr-621	1131	20	,	,	PUNCT
gssr-621	1131	21	1–6	1–6	NUM
gssr-621	1131	22	.	.	PUNCT
gssr-621	1132	1	https://doi.org/10.1088/1755-1315/36/1/012035	https://doi.org/10.1088/1755-1315/36/1/012035	PROPN
gssr-621	1132	2	jarunglumlert	jarunglumlert	PROPN
gssr-621	1132	3	,	,	PUNCT
gssr-621	1132	4	t.	t.	PROPN
gssr-621	1132	5	,	,	PUNCT
gssr-621	1132	6	&	&	CCONJ
gssr-621	1132	7	prommuak	prommuak	PROPN
gssr-621	1132	8	,	,	PUNCT
gssr-621	1132	9	c.	c.	NOUN
gssr-621	1132	10	(	(	PUNCT
gssr-621	1132	11	2021	2021	NUM
gssr-621	1132	12	)	)	PUNCT
gssr-621	1132	13	.	.	PUNCT
gssr-621	1133	1	net	net	ADJ
gssr-621	1133	2	energy	energy	NOUN
gssr-621	1133	3	analysis	analysis	NOUN
gssr-621	1133	4	and	and	CCONJ
gssr-621	1133	5	techno	techno	NOUN
gssr-621	1133	6	-	-	PUNCT
gssr-621	1133	7	economic	economic	ADJ
gssr-621	1133	8	assessment	assessment	NOUN
gssr-621	1133	9	of	of	ADP
gssr-621	1133	10	coproduction	coproduction	NOUN
gssr-621	1133	11	of	of	ADP
gssr-621	1133	12	bioethanol	bioethanol	NOUN
gssr-621	1133	13	and	and	CCONJ
gssr-621	1133	14	biogas	biogas	NOUN
gssr-621	1133	15	from	from	ADP
gssr-621	1133	16	cellulosic	cellulosic	NOUN
gssr-621	1133	17	biomass	biomass	NOUN
gssr-621	1133	18	.	.	PUNCT
gssr-621	1134	1	fermentation	fermentation	NOUN
gssr-621	1134	2	,	,	PUNCT
gssr-621	1134	3	7(229	7(229	NUM
gssr-621	1134	4	)	)	PUNCT
gssr-621	1134	5	,	,	PUNCT
gssr-621	1134	6	1–22	1–22	PROPN
gssr-621	1134	7	.	.	PUNCT
gssr-621	1135	1	https://doi.org/10.3390/fermentation7040229	https://doi.org/10.3390/fermentation7040229	PROPN
gssr-621	1135	2	jayasekara	jayasekara	PROPN
gssr-621	1135	3	,	,	PUNCT
gssr-621	1135	4	s.	s.	PROPN
gssr-621	1135	5	,	,	PUNCT
gssr-621	1135	6	&	&	CCONJ
gssr-621	1135	7	ratnayake	ratnayake	PROPN
gssr-621	1135	8	,	,	PUNCT
gssr-621	1135	9	r.	r.	PROPN
gssr-621	1135	10	(	(	PUNCT
gssr-621	1135	11	2019	2019	NUM
gssr-621	1135	12	)	)	PUNCT
gssr-621	1135	13	.	.	PUNCT
gssr-621	1136	1	microbial	microbial	ADJ
gssr-621	1136	2	cellulases	cellulase	NOUN
gssr-621	1136	3	:	:	PUNCT
gssr-621	1136	4	an	an	DET
gssr-621	1136	5	overview	overview	NOUN
gssr-621	1136	6	and	and	CCONJ
gssr-621	1136	7	applications	application	NOUN
gssr-621	1136	8	.	.	PUNCT
gssr-621	1137	1	in	in	ADP
gssr-621	1137	2	a.	a.	PROPN
gssr-621	1137	3	r.	r.	PROPN
gssr-621	1137	4	pascual	pascual	PROPN
gssr-621	1137	5	&	&	CCONJ
gssr-621	1137	6	m.	m.	PROPN
gssr-621	1137	7	e.	e.	PROPN
gssr-621	1137	8	e.	e.	PROPN
gssr-621	1137	9	martin	martin	PROPN
gssr-621	1137	10	(	(	PUNCT
gssr-621	1137	11	eds	ed	NOUN
gssr-621	1137	12	.	.	PUNCT
gssr-621	1137	13	)	)	PUNCT
gssr-621	1137	14	,	,	PUNCT
gssr-621	1137	15	cellulose	cellulose	NOUN
gssr-621	1137	16	.	.	PUNCT
gssr-621	1138	1	intechopen	intechopen	ADJ
gssr-621	1138	2	.	.	PUNCT
gssr-621	1139	1	https://doi.org/10.5772/intechopen.84531	https://doi.org/10.5772/intechopen.84531	ADJ
gssr-621	1139	2	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	1139	3	global	global	ADJ
gssr-621	1139	4	sustainability	sustainability	NOUN
gssr-621	1139	5	research	research	NOUN
gssr-621	1139	6	global	global	ADJ
gssr-621	1139	7	scientific	scientific	ADJ
gssr-621	1139	8	research	research	NOUN
gssr-621	1139	9	119	119	NUM
gssr-621	1139	10	jeoh	jeoh	NOUN
gssr-621	1139	11	,	,	PUNCT
gssr-621	1139	12	t.	t.	PROPN
gssr-621	1139	13	,	,	PUNCT
gssr-621	1139	14	cardona	cardona	PROPN
gssr-621	1139	15	,	,	PUNCT
gssr-621	1139	16	m.	m.	PROPN
gssr-621	1139	17	j.	j.	PROPN
gssr-621	1139	18	,	,	PUNCT
gssr-621	1139	19	karuna	karuna	PROPN
gssr-621	1139	20	,	,	PUNCT
gssr-621	1139	21	n.	n.	NOUN
gssr-621	1139	22	,	,	PUNCT
gssr-621	1139	23	mudinoor	mudinoor	NOUN
gssr-621	1139	24	,	,	PUNCT
gssr-621	1139	25	a.	a.	PROPN
gssr-621	1139	26	r.	r.	PROPN
gssr-621	1139	27	,	,	PUNCT
gssr-621	1139	28	&	&	CCONJ
gssr-621	1139	29	nill	nill	PROPN
gssr-621	1139	30	,	,	PUNCT
gssr-621	1139	31	j.	j.	PROPN
gssr-621	1139	32	(	(	PUNCT
gssr-621	1139	33	2017	2017	NUM
gssr-621	1139	34	)	)	PUNCT
gssr-621	1139	35	.	.	PUNCT
gssr-621	1140	1	mechanistic	mechanistic	ADJ
gssr-621	1140	2	kinetic	kinetic	ADJ
gssr-621	1140	3	models	model	NOUN
gssr-621	1140	4	of	of	ADP
gssr-621	1140	5	enzymatic	enzymatic	ADJ
gssr-621	1140	6	cellulose	cellulose	NOUN
gssr-621	1140	7	hydrolysis	hydrolysis	NOUN
gssr-621	1140	8	-	-	PUNCT
gssr-621	1140	9	a	a	DET
gssr-621	1140	10	review	review	NOUN
gssr-621	1140	11	.	.	PUNCT
gssr-621	1141	1	biotechnology	biotechnology	NOUN
gssr-621	1141	2	bioengineering	bioengineering	NOUN
gssr-621	1141	3	,	,	PUNCT
gssr-621	1141	4	114(7	114(7	NUM
gssr-621	1141	5	)	)	PUNCT
gssr-621	1141	6	,	,	PUNCT
gssr-621	1141	7	1369–1385	1369–1385	NUM
gssr-621	1141	8	.	.	PUNCT
gssr-621	1142	1	https://doi.org/10.1002/bit.26277	https://doi.org/10.1002/bit.26277	PROPN
gssr-621	1142	2	johns	johns	PROPN
gssr-621	1142	3	,	,	PUNCT
gssr-621	1142	4	s.	s.	PROPN
gssr-621	1142	5	(	(	PUNCT
gssr-621	1142	6	2021	2021	NUM
gssr-621	1142	7	)	)	PUNCT
gssr-621	1142	8	.	.	PUNCT
gssr-621	1143	1	biomolecules	biomolecule	NOUN
gssr-621	1143	2	of	of	ADP
gssr-621	1143	3	organic	organic	ADJ
gssr-621	1143	4	dehydration	dehydration	NOUN
gssr-621	1143	5	synthesis	synthesis	NOUN
gssr-621	1143	6	process	process	NOUN
gssr-621	1143	7	and	and	CCONJ
gssr-621	1143	8	its	its	PRON
gssr-621	1143	9	composition	composition	NOUN
gssr-621	1143	10	.	.	PUNCT
gssr-621	1144	1	macromolecules	macromolecule	NOUN
gssr-621	1144	2	:	:	PUNCT
gssr-621	1144	3	an	an	DET
gssr-621	1144	4	indian	indian	ADJ
gssr-621	1144	5	journal	journal	NOUN
gssr-621	1144	6	,	,	PUNCT
gssr-621	1144	7	14(1	14(1	NUM
gssr-621	1144	8	)	)	PUNCT
gssr-621	1144	9	,	,	PUNCT
gssr-621	1144	10	1–2	1–2	NUM
gssr-621	1144	11	.	.	PUNCT
gssr-621	1144	12	www.tsijournals.com	www.tsijournals.com	NOUN
gssr-621	1144	13	jones	jones	PROPN
gssr-621	1144	14	,	,	PUNCT
gssr-621	1144	15	j.	j.	PROPN
gssr-621	1144	16	a.	a.	PROPN
gssr-621	1144	17	d.	d.	PROPN
gssr-621	1144	18	,	,	PUNCT
gssr-621	1144	19	kerr	kerr	PROPN
gssr-621	1144	20	,	,	PUNCT
gssr-621	1144	21	r.	r.	PROPN
gssr-621	1144	22	g.	g.	PROPN
gssr-621	1144	23	,	,	PUNCT
gssr-621	1144	24	haltli	haltli	PROPN
gssr-621	1144	25	,	,	PUNCT
gssr-621	1144	26	b.	b.	PROPN
gssr-621	1144	27	a.	a.	PROPN
gssr-621	1144	28	,	,	PUNCT
gssr-621	1144	29	&	&	CCONJ
gssr-621	1144	30	tinto	tinto	PROPN
gssr-621	1144	31	,	,	PUNCT
gssr-621	1144	32	w.	w.	PROPN
gssr-621	1144	33	f.	f.	PROPN
gssr-621	1144	34	(	(	PUNCT
gssr-621	1144	35	2018	2018	NUM
gssr-621	1144	36	)	)	PUNCT
gssr-621	1144	37	.	.	PUNCT
gssr-621	1145	1	temperature	temperature	NOUN
gssr-621	1145	2	and	and	CCONJ
gssr-621	1145	3	ph	ph	ADJ
gssr-621	1145	4	effect	effect	NOUN
gssr-621	1145	5	on	on	ADP
gssr-621	1145	6	glucose	glucose	NOUN
gssr-621	1145	7	production	production	NOUN
gssr-621	1145	8	from	from	ADP
gssr-621	1145	9	pretreated	pretreate	VERB
gssr-621	1145	10	bagasse	bagasse	NOUN
gssr-621	1145	11	by	by	ADP
gssr-621	1145	12	a	a	DET
gssr-621	1145	13	novel	novel	ADJ
gssr-621	1145	14	species	specie	NOUN
gssr-621	1145	15	of	of	ADP
gssr-621	1145	16	citrobacter	citrobacter	ADJ
gssr-621	1145	17	and	and	CCONJ
gssr-621	1145	18	other	other	ADJ
gssr-621	1145	19	bacteria	bacteria	NOUN
gssr-621	1145	20	.	.	PUNCT
gssr-621	1146	1	heliyon	heliyon	NOUN
gssr-621	1146	2	,	,	PUNCT
gssr-621	1146	3	4(6	4(6	NUM
gssr-621	1146	4	)	)	PUNCT
gssr-621	1146	5	.	.	PUNCT
gssr-621	1147	1	https://doi.org/10.1016/j.heliyon.2018.e00657	https://doi.org/10.1016/j.heliyon.2018.e00657	NOUN
gssr-621	1147	2	kadhum	kadhum	PROPN
gssr-621	1147	3	,	,	PUNCT
gssr-621	1147	4	h.	h.	PROPN
gssr-621	1147	5	j.	j.	PROPN
gssr-621	1147	6	,	,	PUNCT
gssr-621	1147	7	mahapatra	mahapatra	PROPN
gssr-621	1147	8	,	,	PUNCT
gssr-621	1147	9	d.	d.	PROPN
gssr-621	1147	10	m.	m.	PROPN
gssr-621	1147	11	,	,	PUNCT
gssr-621	1147	12	&	&	CCONJ
gssr-621	1147	13	murthy	murthy	PROPN
gssr-621	1147	14	,	,	PUNCT
gssr-621	1147	15	g.	g.	PROPN
gssr-621	1147	16	s.	s.	PROPN
gssr-621	1147	17	(	(	PUNCT
gssr-621	1147	18	2019	2019	NUM
gssr-621	1147	19	)	)	PUNCT
gssr-621	1147	20	.	.	PUNCT
gssr-621	1148	1	a	a	DET
gssr-621	1148	2	comparative	comparative	ADJ
gssr-621	1148	3	account	account	NOUN
gssr-621	1148	4	of	of	ADP
gssr-621	1148	5	glucose	glucose	NOUN
gssr-621	1148	6	yields	yield	NOUN
gssr-621	1148	7	and	and	CCONJ
gssr-621	1148	8	bioethanol	bioethanol	NOUN
gssr-621	1148	9	production	production	NOUN
gssr-621	1148	10	from	from	ADP
gssr-621	1148	11	separate	separate	ADJ
gssr-621	1148	12	and	and	CCONJ
gssr-621	1148	13	simultaneous	simultaneous	ADJ
gssr-621	1148	14	saccharification	saccharification	NOUN
gssr-621	1148	15	and	and	CCONJ
gssr-621	1148	16	fermentation	fermentation	NOUN
gssr-621	1148	17	processes	process	NOUN
gssr-621	1148	18	at	at	ADP
gssr-621	1148	19	high	high	ADJ
gssr-621	1148	20	solids	solid	NOUN
gssr-621	1148	21	loading	load	VERB
gssr-621	1148	22	with	with	ADP
gssr-621	1148	23	variable	variable	ADJ
gssr-621	1148	24	peg	peg	NOUN
gssr-621	1148	25	concentration	concentration	NOUN
gssr-621	1148	26	.	.	PUNCT
gssr-621	1149	1	bioresource	bioresource	ADJ
gssr-621	1149	2	technology	technology	NOUN
gssr-621	1149	3	,	,	PUNCT
gssr-621	1149	4	283	283	NUM
gssr-621	1149	5	,	,	PUNCT
gssr-621	1149	6	67–75	67–75	NUM
gssr-621	1149	7	.	.	X
gssr-621	1150	1	https://doi.org/10.1016/j.biortech.2019.03.060	https://doi.org/10.1016/j.biortech.2019.03.060	NOUN
gssr-621	1150	2	kanagasabai	kanagasabai	NOUN
gssr-621	1150	3	,	,	PUNCT
gssr-621	1150	4	m.	m.	NOUN
gssr-621	1150	5	,	,	PUNCT
gssr-621	1150	6	maruthai	maruthai	NOUN
gssr-621	1150	7	,	,	PUNCT
gssr-621	1150	8	k.	k.	PROPN
gssr-621	1150	9	,	,	PUNCT
gssr-621	1150	10	&	&	CCONJ
gssr-621	1150	11	thangavelu	thangavelu	PROPN
gssr-621	1150	12	,	,	PUNCT
gssr-621	1150	13	v.	v.	PROPN
gssr-621	1150	14	(	(	PUNCT
gssr-621	1150	15	2019	2019	NUM
gssr-621	1150	16	)	)	PUNCT
gssr-621	1150	17	.	.	PUNCT
gssr-621	1151	1	simultaneous	simultaneous	ADJ
gssr-621	1151	2	saccharification	saccharification	NOUN
gssr-621	1151	3	and	and	CCONJ
gssr-621	1151	4	fermentation	fermentation	NOUN
gssr-621	1151	5	and	and	CCONJ
gssr-621	1151	6	factors	factor	NOUN
gssr-621	1151	7	influencing	influence	VERB
gssr-621	1151	8	ethanol	ethanol	NOUN
gssr-621	1151	9	production	production	NOUN
gssr-621	1151	10	in	in	ADP
gssr-621	1151	11	ssf	ssf	NOUN
gssr-621	1151	12	process	process	NOUN
gssr-621	1151	13	.	.	PUNCT
gssr-621	1152	1	in	in	ADP
gssr-621	1152	2	y.	y.	PROPN
gssr-621	1152	3	yun	yun	PROPN
gssr-621	1152	4	(	(	PUNCT
gssr-621	1152	5	ed	ed	NOUN
gssr-621	1152	6	.	.	PUNCT
gssr-621	1152	7	)	)	PUNCT
gssr-621	1152	8	,	,	PUNCT
gssr-621	1152	9	alcohol	alcohol	NOUN
gssr-621	1152	10	fuels	fuel	NOUN
gssr-621	1152	11	-	-	PUNCT
gssr-621	1152	12	current	current	ADJ
gssr-621	1152	13	technologies	technology	NOUN
gssr-621	1152	14	anf	anf	VERB
gssr-621	1152	15	future	future	ADJ
gssr-621	1152	16	prospects	prospect	NOUN
gssr-621	1152	17	.	.	PUNCT
gssr-621	1153	1	intechopen	intechopen	ADJ
gssr-621	1153	2	.	.	PUNCT
gssr-621	1154	1	https://doi.org/10.5772/intechopen.86480	https://doi.org/10.5772/intechopen.86480	PROPN
gssr-621	1154	2	katarzyna	katarzyna	PROPN
gssr-621	1154	3	,	,	PUNCT
gssr-621	1154	4	ś	ś	PROPN
gssr-621	1154	5	.	.	PROPN
gssr-621	1154	6	,	,	PUNCT
gssr-621	1154	7	gaag	gaag	PROPN
gssr-621	1154	8	,	,	PUNCT
gssr-621	1154	9	s.	s.	PROPN
gssr-621	1154	10	,	,	PUNCT
gssr-621	1154	11	klier	klier	PROPN
gssr-621	1154	12	,	,	PUNCT
gssr-621	1154	13	a.	a.	PROPN
gssr-621	1154	14	,	,	PUNCT
gssr-621	1154	15	kruse	kruse	PROPN
gssr-621	1154	16	,	,	PUNCT
gssr-621	1154	17	a.	a.	PROPN
gssr-621	1154	18	,	,	PUNCT
gssr-621	1154	19	sauer	sauer	PROPN
gssr-621	1154	20	,	,	PUNCT
gssr-621	1154	21	j.	j.	PROPN
gssr-621	1154	22	,	,	PUNCT
gssr-621	1154	23	&	&	CCONJ
gssr-621	1154	24	steinbach	steinbach	PROPN
gssr-621	1154	25	,	,	PUNCT
gssr-621	1154	26	d.	d.	PROPN
gssr-621	1154	27	(	(	PUNCT
gssr-621	1154	28	2020	2020	NUM
gssr-621	1154	29	)	)	PUNCT
gssr-621	1154	30	.	.	PUNCT
gssr-621	1155	1	acid	acid	NOUN
gssr-621	1155	2	hydrolysis	hydrolysis	NOUN
gssr-621	1155	3	of	of	ADP
gssr-621	1155	4	lignocellulosic	lignocellulosic	ADJ
gssr-621	1155	5	biomass	biomass	NOUN
gssr-621	1155	6	:	:	PUNCT
gssr-621	1155	7	sugars	sugar	NOUN
gssr-621	1155	8	and	and	CCONJ
gssr-621	1155	9	furfurals	furfural	NOUN
gssr-621	1155	10	formation	formation	NOUN
gssr-621	1155	11	.	.	PUNCT
gssr-621	1156	1	catalysts	catalyst	NOUN
gssr-621	1156	2	,	,	PUNCT
gssr-621	1156	3	10(437	10(437	NUM
gssr-621	1156	4	)	)	PUNCT
gssr-621	1156	5	,	,	PUNCT
gssr-621	1156	6	1–18	1–18	NUM
gssr-621	1156	7	.	.	PUNCT
gssr-621	1157	1	https://doi.org/10.3390/catal10040437	https://doi.org/10.3390/catal10040437	PROPN
gssr-621	1157	2	kim	kim	PROPN
gssr-621	1157	3	,	,	PUNCT
gssr-621	1157	4	y.	y.	PROPN
gssr-621	1157	5	h.	h.	PROPN
gssr-621	1157	6	b.	b.	PROPN
gssr-621	1157	7	,	,	PUNCT
gssr-621	1157	8	ma	ma	PROPN
gssr-621	1157	9	,	,	PUNCT
gssr-621	1157	10	d.	d.	PROPN
gssr-621	1157	11	,	,	PUNCT
gssr-621	1157	12	setyabrata	setyabrata	PROPN
gssr-621	1157	13	,	,	PUNCT
gssr-621	1157	14	d.	d.	PROPN
gssr-621	1157	15	,	,	PUNCT
gssr-621	1157	16	farouk	farouk	PROPN
gssr-621	1157	17	,	,	PUNCT
gssr-621	1157	18	m.	m.	NOUN
gssr-621	1157	19	m.	m.	NOUN
gssr-621	1157	20	,	,	PUNCT
gssr-621	1157	21	lonergan	lonergan	PROPN
gssr-621	1157	22	,	,	PUNCT
gssr-621	1157	23	s.	s.	PROPN
gssr-621	1157	24	m.	m.	PROPN
gssr-621	1157	25	,	,	PUNCT
gssr-621	1157	26	huff	huff	NOUN
gssr-621	1157	27	-	-	PUNCT
gssr-621	1157	28	lonergan	lonergan	PROPN
gssr-621	1157	29	,	,	PUNCT
gssr-621	1157	30	e.	e.	PROPN
gssr-621	1157	31	,	,	PUNCT
gssr-621	1157	32	&	&	CCONJ
gssr-621	1157	33	hunt	hunt	PROPN
gssr-621	1157	34	,	,	PUNCT
gssr-621	1157	35	m.	m.	NOUN
gssr-621	1157	36	c.	c.	PROPN
gssr-621	1157	37	(	(	PUNCT
gssr-621	1157	38	2018	2018	NUM
gssr-621	1157	39	)	)	PUNCT
gssr-621	1157	40	.	.	PUNCT
gssr-621	1158	1	understanding	understand	VERB
gssr-621	1158	2	postmortem	postmortem	NOUN
gssr-621	1158	3	biochemical	biochemical	ADJ
gssr-621	1158	4	processes	process	NOUN
gssr-621	1158	5	and	and	CCONJ
gssr-621	1158	6	post	post	ADJ
gssr-621	1158	7	-	-	ADJ
gssr-621	1158	8	harvest	harvest	ADJ
gssr-621	1158	9	aging	age	VERB
gssr-621	1158	10	factors	factor	NOUN
gssr-621	1158	11	to	to	PART
gssr-621	1158	12	develop	develop	VERB
gssr-621	1158	13	novel	novel	ADJ
gssr-621	1158	14	smart	smart	ADJ
gssr-621	1158	15	-	-	PUNCT
gssr-621	1158	16	aging	age	VERB
gssr-621	1158	17	strategies	strategy	NOUN
gssr-621	1158	18	(	(	PUNCT
gssr-621	1158	19	pp	pp	ADJ
gssr-621	1158	20	.	.	PUNCT
gssr-621	1159	1	1–61	1–61	PROPN
gssr-621	1159	2	)	)	PUNCT
gssr-621	1159	3	.	.	PUNCT
gssr-621	1160	1	department	department	NOUN
gssr-621	1160	2	of	of	ADP
gssr-621	1160	3	animal	animal	NOUN
gssr-621	1160	4	sciences	science	NOUN
gssr-621	1160	5	,	,	PUNCT
gssr-621	1160	6	purdue	purdue	ADJ
gssr-621	1160	7	university	university	NOUN
gssr-621	1160	8	.	.	PUNCT
gssr-621	1161	1	http://www.elsevier.com/open-access/userlicense/1.0/	http://www.elsevier.com/open-access/userlicense/1.0/	PROPN
gssr-621	1161	2	kiran	kiran	PROPN
gssr-621	1161	3	,	,	PUNCT
gssr-621	1161	4	e.	e.	PROPN
gssr-621	1161	5	u.	u.	PROPN
gssr-621	1161	6	,	,	PUNCT
gssr-621	1161	7	&	&	CCONJ
gssr-621	1161	8	trzcinski	trzcinski	PROPN
gssr-621	1161	9	,	,	PUNCT
gssr-621	1161	10	a.	a.	NOUN
gssr-621	1161	11	p.	p.	NOUN
gssr-621	1161	12	(	(	PUNCT
gssr-621	1161	13	2017	2017	NUM
gssr-621	1161	14	)	)	PUNCT
gssr-621	1161	15	.	.	PUNCT
gssr-621	1162	1	optimizing	optimize	VERB
gssr-621	1162	2	the	the	DET
gssr-621	1162	3	conversion	conversion	NOUN
gssr-621	1162	4	of	of	ADP
gssr-621	1162	5	food	food	NOUN
gssr-621	1162	6	waste	waste	NOUN
gssr-621	1162	7	to	to	ADP
gssr-621	1162	8	sugars	sugar	NOUN
gssr-621	1162	9	using	use	VERB
gssr-621	1162	10	fungal	fungal	ADJ
gssr-621	1162	11	enzymes	enzyme	NOUN
gssr-621	1162	12	.	.	PUNCT
gssr-621	1163	1	ec	ec	PROPN
gssr-621	1163	2	microbiology	microbiology	NOUN
gssr-621	1163	3	,	,	PUNCT
gssr-621	1163	4	8(3	8(3	NUM
gssr-621	1163	5	)	)	PUNCT
gssr-621	1163	6	,	,	PUNCT
gssr-621	1163	7	98–112	98–112	PROPN
gssr-621	1163	8	.	.	PUNCT
gssr-621	1164	1	https://www.researchgate.net/publication/320215895	https://www.researchgate.net/publication/320215895	PROPN
gssr-621	1164	2	kiš	kiš	PROPN
gssr-621	1164	3	,	,	PUNCT
gssr-621	1164	4	f.	f.	PROPN
gssr-621	1164	5	,	,	PUNCT
gssr-621	1164	6	maravić	maravić	ADJ
gssr-621	1164	7	,	,	PUNCT
gssr-621	1164	8	n.	n.	NOUN
gssr-621	1164	9	,	,	PUNCT
gssr-621	1164	10	kertész	kertész	PROPN
gssr-621	1164	11	,	,	PUNCT
gssr-621	1164	12	s.	s.	PROPN
gssr-621	1164	13	,	,	PUNCT
gssr-621	1164	14	&	&	CCONJ
gssr-621	1164	15	šereš	šereš	PROPN
gssr-621	1164	16	,	,	PUNCT
gssr-621	1164	17	z.	z.	PROPN
gssr-621	1164	18	(	(	PUNCT
gssr-621	1164	19	2019	2019	NUM
gssr-621	1164	20	)	)	PUNCT
gssr-621	1164	21	.	.	PUNCT
gssr-621	1165	1	life	life	NOUN
gssr-621	1165	2	cycle	cycle	NOUN
gssr-621	1165	3	assessment	assessment	NOUN
gssr-621	1165	4	of	of	ADP
gssr-621	1165	5	liquid	liquid	ADJ
gssr-621	1165	6	inverted	invert	VERB
gssr-621	1165	7	sugar	sugar	NOUN
gssr-621	1165	8	and	and	CCONJ
gssr-621	1165	9	highfructose	highfructose	ADJ
gssr-621	1165	10	corn	corn	NOUN
gssr-621	1165	11	syrup	syrup	NOUN
gssr-621	1165	12	.	.	PUNCT
gssr-621	1166	1	analecta	analecta	PROPN
gssr-621	1166	2	technica	technica	PROPN
gssr-621	1166	3	szegedinensia	szegedinensia	PROPN
gssr-621	1166	4	,	,	PUNCT
gssr-621	1166	5	13(1	13(1	NUM
gssr-621	1166	6	)	)	PUNCT
gssr-621	1166	7	,	,	PUNCT
gssr-621	1166	8	28–39	28–39	NUM
gssr-621	1166	9	.	.	PUNCT
gssr-621	1167	1	https://doi.org/10.14232/analecta.2019.1.28-39	https://doi.org/10.14232/analecta.2019.1.28-39	PROPN
gssr-621	1167	2	kresnowati	kresnowati	PROPN
gssr-621	1167	3	,	,	PUNCT
gssr-621	1167	4	m.	m.	NOUN
gssr-621	1167	5	t.	t.	PROPN
gssr-621	1167	6	a.	a.	PROPN
gssr-621	1167	7	p.	p.	PROPN
gssr-621	1167	8	,	,	PUNCT
gssr-621	1167	9	gunawan	gunawan	PROPN
gssr-621	1167	10	,	,	PUNCT
gssr-621	1167	11	a.	a.	NOUN
gssr-621	1167	12	y.	y.	PROPN
gssr-621	1167	13	,	,	PUNCT
gssr-621	1167	14	&	&	CCONJ
gssr-621	1167	15	muliyadini	muliyadini	PROPN
gssr-621	1167	16	,	,	PUNCT
gssr-621	1167	17	w.	w.	PROPN
gssr-621	1167	18	(	(	PUNCT
gssr-621	1167	19	2015	2015	NUM
gssr-621	1167	20	)	)	PUNCT
gssr-621	1167	21	.	.	PUNCT
gssr-621	1168	1	kinetics	kinetics	PROPN
gssr-621	1168	2	model	model	PROPN
gssr-621	1168	3	development	development	NOUN
gssr-621	1168	4	of	of	ADP
gssr-621	1168	5	cocoa	cocoa	NOUN
gssr-621	1168	6	bean	bean	NOUN
gssr-621	1168	7	fermentation	fermentation	NOUN
gssr-621	1168	8	.	.	PUNCT
gssr-621	1169	1	aip	aip	PROPN
gssr-621	1169	2	conference	conference	PROPN
gssr-621	1169	3	proceedings	proceeding	NOUN
gssr-621	1169	4	-	-	PUNCT
gssr-621	1169	5	international	international	ADJ
gssr-621	1169	6	conference	conference	NOUN
gssr-621	1169	7	of	of	ADP
gssr-621	1169	8	chemical	chemical	NOUN
gssr-621	1169	9	and	and	CCONJ
gssr-621	1169	10	material	material	NOUN
gssr-621	1169	11	engineering	engineering	NOUN
gssr-621	1169	12	(	(	PUNCT
gssr-621	1169	13	iccme	iccme	PROPN
gssr-621	1169	14	2015	2015	NUM
gssr-621	1169	15	):	):	PUNCT
gssr-621	1169	16	green	green	ADJ
gssr-621	1169	17	technology	technology	NOUN
gssr-621	1169	18	for	for	ADP
gssr-621	1169	19	sustainable	sustainable	ADJ
gssr-621	1169	20	chemical	chemical	NOUN
gssr-621	1169	21	products	product	NOUN
gssr-621	1169	22	and	and	CCONJ
gssr-621	1169	23	processes	process	NOUN
gssr-621	1169	24	,	,	PUNCT
gssr-621	1169	25	1699(030004	1699(030004	NUM
gssr-621	1169	26	)	)	PUNCT
gssr-621	1169	27	.	.	PUNCT
gssr-621	1170	1	https://doi.org/10.1063/1.4938289	https://doi.org/10.1063/1.4938289	PROPN
gssr-621	1170	2	kumar	kumar	PROPN
gssr-621	1170	3	,	,	PUNCT
gssr-621	1170	4	d.	d.	PROPN
gssr-621	1170	5	,	,	PUNCT
gssr-621	1170	6	gangwar	gangwar	VERB
gssr-621	1170	7	,	,	PUNCT
gssr-621	1170	8	n.	n.	NOUN
gssr-621	1170	9	,	,	PUNCT
gssr-621	1170	10	rathore	rathore	PROPN
gssr-621	1170	11	,	,	PUNCT
gssr-621	1170	12	a.	a.	PROPN
gssr-621	1170	13	s.	s.	PROPN
gssr-621	1170	14	,	,	PUNCT
gssr-621	1170	15	&	&	CCONJ
gssr-621	1170	16	ramteke	ramteke	NOUN
gssr-621	1170	17	,	,	PUNCT
gssr-621	1170	18	m.	m.	NOUN
gssr-621	1170	19	(	(	PUNCT
gssr-621	1170	20	2022	2022	NUM
gssr-621	1170	21	)	)	PUNCT
gssr-621	1170	22	.	.	PUNCT
gssr-621	1171	1	multi	multi	ADJ
gssr-621	1171	2	-	-	ADJ
gssr-621	1171	3	objective	objective	ADJ
gssr-621	1171	4	optimization	optimization	NOUN
gssr-621	1171	5	of	of	ADP
gssr-621	1171	6	monoclonal	monoclonal	NOUN
gssr-621	1171	7	antibody	antibody	NOUN
gssr-621	1171	8	production	production	NOUN
gssr-621	1171	9	in	in	ADP
gssr-621	1171	10	bioreactor	bioreactor	NOUN
gssr-621	1171	11	.	.	PUNCT
gssr-621	1172	1	chemical	chemical	NOUN
gssr-621	1172	2	engineering	engineering	NOUN
gssr-621	1172	3	and	and	CCONJ
gssr-621	1172	4	processing	processing	NOUN
gssr-621	1172	5	-	-	PUNCT
gssr-621	1172	6	process	process	NOUN
gssr-621	1172	7	intensification	intensification	NOUN
gssr-621	1172	8	,	,	PUNCT
gssr-621	1172	9	180(108720	180(108720	NUM
gssr-621	1172	10	)	)	PUNCT
gssr-621	1172	11	.	.	PUNCT
gssr-621	1173	1	https://doi.org/10.1016/j.cep.2021.108720	https://doi.org/10.1016/j.cep.2021.108720	PROPN
gssr-621	1173	2	kuo	kuo	PROPN
gssr-621	1173	3	,	,	PUNCT
gssr-621	1173	4	p.-c	p.-c	NOUN
gssr-621	1173	5	.	.	PUNCT
gssr-621	1173	6	,	,	PUNCT
gssr-621	1173	7	&	&	CCONJ
gssr-621	1173	8	yu	yu	PROPN
gssr-621	1173	9	,	,	PUNCT
gssr-621	1173	10	j.	j.	PROPN
gssr-621	1173	11	(	(	PUNCT
gssr-621	1173	12	2020	2020	NUM
gssr-621	1173	13	)	)	PUNCT
gssr-621	1173	14	.	.	PUNCT
gssr-621	1174	1	process	process	NOUN
gssr-621	1174	2	simulation	simulation	NOUN
gssr-621	1174	3	and	and	CCONJ
gssr-621	1174	4	techno	techno	NOUN
gssr-621	1174	5	-	-	PUNCT
gssr-621	1174	6	economic	economic	ADJ
gssr-621	1174	7	analysis	analysis	NOUN
gssr-621	1174	8	for	for	ADP
gssr-621	1174	9	production	production	NOUN
gssr-621	1174	10	of	of	ADP
gssr-621	1174	11	industrial	industrial	ADJ
gssr-621	1174	12	sugars	sugar	NOUN
gssr-621	1174	13	from	from	ADP
gssr-621	1174	14	lignocellulosic	lignocellulosic	ADJ
gssr-621	1174	15	biomass	biomass	NOUN
gssr-621	1174	16	(	(	PUNCT
gssr-621	1174	17	pp	pp	ADJ
gssr-621	1174	18	.	.	PUNCT
gssr-621	1175	1	1–41	1–41	NOUN
gssr-621	1175	2	)	)	PUNCT
gssr-621	1175	3	.	.	PUNCT
gssr-621	1176	1	elsevier	elsevier	NOUN
gssr-621	1176	2	.	.	PUNCT
gssr-621	1177	1	https://doi.org/10.1016/j.indcrop.2020.112783	https://doi.org/10.1016/j.indcrop.2020.112783	PROPN
gssr-621	1177	2	lai	lai	PROPN
gssr-621	1177	3	,	,	PUNCT
gssr-621	1177	4	j.	j.	PROPN
gssr-621	1177	5	,	,	PUNCT
gssr-621	1177	6	yahya	yahya	PROPN
gssr-621	1177	7	,	,	PUNCT
gssr-621	1177	8	s.	s.	PROPN
gssr-621	1177	9	s.	s.	PROPN
gssr-621	1177	10	m.	m.	PROPN
gssr-621	1177	11	,	,	PUNCT
gssr-621	1177	12	nor	nor	CCONJ
gssr-621	1177	13	,	,	PUNCT
gssr-621	1177	14	n.	n.	NOUN
gssr-621	1177	15	m.	m.	NOUN
gssr-621	1177	16	,	,	PUNCT
gssr-621	1177	17	&	&	CCONJ
gssr-621	1177	18	sulong	sulong	PROPN
gssr-621	1177	19	,	,	PUNCT
gssr-621	1177	20	m.	m.	PROPN
gssr-621	1177	21	r.	r.	PROPN
gssr-621	1177	22	(	(	PUNCT
gssr-621	1177	23	2016	2016	NUM
gssr-621	1177	24	)	)	PUNCT
gssr-621	1177	25	.	.	PUNCT
gssr-621	1178	1	enzymatic	enzymatic	ADJ
gssr-621	1178	2	saccharification	saccharification	NOUN
gssr-621	1178	3	on	on	ADP
gssr-621	1178	4	ammonia	ammonia	NOUN
gssr-621	1178	5	pretreated	pretreate	VERB
gssr-621	1178	6	oil	oil	NOUN
gssr-621	1178	7	palm	palm	NOUN
gssr-621	1178	8	trunk	trunk	NOUN
gssr-621	1178	9	biomass	biomass	NOUN
gssr-621	1178	10	for	for	ADP
gssr-621	1178	11	glucose	glucose	NOUN
gssr-621	1178	12	production	production	NOUN
gssr-621	1178	13	:	:	PUNCT
gssr-621	1178	14	an	an	DET
gssr-621	1178	15	optimization	optimization	NOUN
gssr-621	1178	16	using	use	VERB
gssr-621	1178	17	response	response	NOUN
gssr-621	1178	18	surface	surface	NOUN
gssr-621	1178	19	methodology	methodology	NOUN
gssr-621	1178	20	.	.	PUNCT
gssr-621	1179	1	malaysian	malaysian	ADJ
gssr-621	1179	2	journal	journal	PROPN
gssr-621	1179	3	of	of	ADP
gssr-621	1179	4	analytical	analytical	ADJ
gssr-621	1179	5	science	science	NOUN
gssr-621	1179	6	,	,	PUNCT
gssr-621	1179	7	20(1	20(1	NUM
gssr-621	1179	8	)	)	PUNCT
gssr-621	1179	9	,	,	PUNCT
gssr-621	1179	10	21–30	21–30	NUM
gssr-621	1179	11	.	.	PUNCT
gssr-621	1180	1	https://doi.org/10.17576/mjas-20162001-03	https://doi.org/10.17576/mjas-20162001-03	NOUN
gssr-621	1180	2	lamidi	lamidi	NOUN
gssr-621	1180	3	,	,	PUNCT
gssr-621	1180	4	s.	s.	PROPN
gssr-621	1180	5	,	,	PUNCT
gssr-621	1180	6	olaleye	olaleye	NOUN
gssr-621	1180	7	,	,	PUNCT
gssr-621	1180	8	n.	n.	NOUN
gssr-621	1180	9	,	,	PUNCT
gssr-621	1180	10	bankole	bankole	PROPN
gssr-621	1180	11	,	,	PUNCT
gssr-621	1180	12	y.	y.	PROPN
gssr-621	1180	13	,	,	PUNCT
gssr-621	1180	14	obalola	obalola	PROPN
gssr-621	1180	15	,	,	PUNCT
gssr-621	1180	16	a.	a.	NOUN
gssr-621	1180	17	,	,	PUNCT
gssr-621	1180	18	aribike	aribike	PROPN
gssr-621	1180	19	,	,	PUNCT
gssr-621	1180	20	e.	e.	PROPN
gssr-621	1180	21	,	,	PUNCT
gssr-621	1180	22	&	&	CCONJ
gssr-621	1180	23	adigun	adigun	PROPN
gssr-621	1180	24	,	,	PUNCT
gssr-621	1180	25	i.	i.	NOUN
gssr-621	1180	26	(	(	PUNCT
gssr-621	1180	27	2022	2022	NUM
gssr-621	1180	28	)	)	PUNCT
gssr-621	1180	29	.	.	PUNCT
gssr-621	1181	1	application	application	NOUN
gssr-621	1181	2	of	of	ADP
gssr-621	1181	3	response	response	NOUN
gssr-621	1181	4	surface	surface	NOUN
gssr-621	1181	5	methodology	methodology	NOUN
gssr-621	1181	6	(	(	PUNCT
gssr-621	1181	7	rsm	rsm	NOUN
gssr-621	1181	8	)	)	PUNCT
gssr-621	1181	9	in	in	ADP
gssr-621	1181	10	product	product	NOUN
gssr-621	1181	11	design	design	NOUN
gssr-621	1181	12	,	,	PUNCT
gssr-621	1181	13	development	development	NOUN
gssr-621	1181	14	,	,	PUNCT
gssr-621	1181	15	and	and	CCONJ
gssr-621	1181	16	process	process	NOUN
gssr-621	1181	17	optimization	optimization	NOUN
gssr-621	1181	18	.	.	PUNCT
gssr-621	1182	1	in	in	ADP
gssr-621	1182	2	p.	p.	PROPN
gssr-621	1182	3	kayarogannam	kayarogannam	NOUN
gssr-621	1182	4	(	(	PUNCT
gssr-621	1182	5	ed	ed	NOUN
gssr-621	1182	6	.	.	PUNCT
gssr-621	1182	7	)	)	PUNCT
gssr-621	1182	8	,	,	PUNCT
gssr-621	1182	9	response	response	NOUN
gssr-621	1182	10	surface	surface	NOUN
gssr-621	1182	11	methodology	methodology	NOUN
gssr-621	1182	12	.	.	PUNCT
gssr-621	1183	1	intechopen	intechopen	ADJ
gssr-621	1183	2	.	.	PUNCT
gssr-621	1184	1	https://doi.org/10.5772/intechopen.106763	https://doi.org/10.5772/intechopen.106763	ADJ
gssr-621	1184	2	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	1184	3	global	global	ADJ
gssr-621	1184	4	sustainability	sustainability	NOUN
gssr-621	1184	5	research	research	NOUN
gssr-621	1184	6	global	global	ADJ
gssr-621	1184	7	scientific	scientific	ADJ
gssr-621	1184	8	research	research	NOUN
gssr-621	1184	9	120	120	NUM
gssr-621	1184	10	lee	lee	PROPN
gssr-621	1184	11	,	,	PUNCT
gssr-621	1184	12	s.	s.	PROPN
gssr-621	1184	13	h.	h.	PROPN
gssr-621	1184	14	,	,	PUNCT
gssr-621	1184	15	lee	lee	PROPN
gssr-621	1184	16	,	,	PUNCT
gssr-621	1184	17	s.	s.	PROPN
gssr-621	1184	18	,	,	PUNCT
gssr-621	1184	19	lee	lee	PROPN
gssr-621	1184	20	,	,	PUNCT
gssr-621	1184	21	s.-m	s.-m	PROPN
gssr-621	1184	22	.	.	PUNCT
gssr-621	1184	23	,	,	PUNCT
gssr-621	1184	24	cha	cha	PROPN
gssr-621	1184	25	,	,	PUNCT
gssr-621	1184	26	j.	j.	PROPN
gssr-621	1184	27	,	,	PUNCT
gssr-621	1184	28	lee	lee	PROPN
gssr-621	1184	29	,	,	PUNCT
gssr-621	1184	30	h.	h.	PROPN
gssr-621	1184	31	s.	s.	PROPN
gssr-621	1184	32	,	,	PUNCT
gssr-621	1184	33	&	&	CCONJ
gssr-621	1184	34	kang	kang	PROPN
gssr-621	1184	35	,	,	PUNCT
gssr-621	1184	36	s.	s.	PROPN
gssr-621	1184	37	g.	g.	PROPN
gssr-621	1184	38	(	(	PUNCT
gssr-621	1184	39	2023	2023	NUM
gssr-621	1184	40	)	)	PUNCT
gssr-621	1184	41	.	.	PUNCT
gssr-621	1185	1	biohydrogen	biohydrogen	ADJ
gssr-621	1185	2	production	production	NOUN
gssr-621	1185	3	from	from	ADP
gssr-621	1185	4	food	food	NOUN
gssr-621	1185	5	waste	waste	NOUN
gssr-621	1185	6	using	use	VERB
gssr-621	1185	7	glucose	glucose	NOUN
gssr-621	1185	8	-	-	PUNCT
gssr-621	1185	9	adapted	adapt	VERB
gssr-621	1185	10	hyperthermophilic	hyperthermophilic	NOUN
gssr-621	1185	11	archaeon	archaeon	NOUN
gssr-621	1185	12	.	.	PUNCT
gssr-621	1186	1	waste	waste	NOUN
gssr-621	1186	2	and	and	CCONJ
gssr-621	1186	3	biomass	biomass	NOUN
gssr-621	1186	4	valorization	valorization	NOUN
gssr-621	1186	5	,	,	PUNCT
gssr-621	1186	6	1–8	1–8	X
gssr-621	1186	7	.	.	PUNCT
gssr-621	1187	1	https://doi.org/10.1007/s12649-023-02049-z	https://doi.org/10.1007/s12649-023-02049-z	PROPN
gssr-621	1187	2	li	li	PROPN
gssr-621	1187	3	,	,	PUNCT
gssr-621	1187	4	x.	x.	PROPN
gssr-621	1187	5	,	,	PUNCT
gssr-621	1187	6	mettu	mettu	PROPN
gssr-621	1187	7	,	,	PUNCT
gssr-621	1187	8	s.	s.	PROPN
gssr-621	1187	9	,	,	PUNCT
gssr-621	1187	10	martin	martin	PROPN
gssr-621	1187	11	,	,	PUNCT
gssr-621	1187	12	g.	g.	PROPN
gssr-621	1187	13	j.	j.	PROPN
gssr-621	1187	14	o.	o.	PROPN
gssr-621	1187	15	,	,	PUNCT
gssr-621	1187	16	ashokkumar	ashokkumar	PROPN
gssr-621	1187	17	,	,	PUNCT
gssr-621	1187	18	m.	m.	NOUN
gssr-621	1187	19	,	,	PUNCT
gssr-621	1187	20	&	&	CCONJ
gssr-621	1187	21	lin	lin	PROPN
gssr-621	1187	22	,	,	PUNCT
gssr-621	1187	23	c.	c.	PROPN
gssr-621	1187	24	s.	s.	PROPN
gssr-621	1187	25	k.	k.	PROPN
gssr-621	1187	26	(	(	PUNCT
gssr-621	1187	27	2019	2019	NUM
gssr-621	1187	28	)	)	PUNCT
gssr-621	1187	29	.	.	PUNCT
gssr-621	1188	1	ultrasonic	ultrasonic	ADJ
gssr-621	1188	2	pretreatment	pretreatment	NOUN
gssr-621	1188	3	of	of	ADP
gssr-621	1188	4	food	food	NOUN
gssr-621	1188	5	waste	waste	NOUN
gssr-621	1188	6	to	to	PART
gssr-621	1188	7	accelerate	accelerate	VERB
gssr-621	1188	8	enzymatic	enzymatic	ADJ
gssr-621	1188	9	hydrolysis	hydrolysis	NOUN
gssr-621	1188	10	for	for	ADP
gssr-621	1188	11	glucose	glucose	NOUN
gssr-621	1188	12	production	production	NOUN
gssr-621	1188	13	.	.	PUNCT
gssr-621	1189	1	ultrasonics	ultrasonic	NOUN
gssr-621	1189	2	sonochemistry	sonochemistry	NOUN
gssr-621	1189	3	,	,	PUNCT
gssr-621	1189	4	53	53	NUM
gssr-621	1189	5	,	,	PUNCT
gssr-621	1189	6	77–82	77–82	NUM
gssr-621	1189	7	.	.	PUNCT
gssr-621	1190	1	https://doi.org/10.1016/j.ultsonch.2018.12.035	https://doi.org/10.1016/j.ultsonch.2018.12.035	PROPN
gssr-621	1190	2	lips	lip	NOUN
gssr-621	1190	3	,	,	PUNCT
gssr-621	1190	4	d.	d.	NOUN
gssr-621	1190	5	(	(	PUNCT
gssr-621	1190	6	2021	2021	NUM
gssr-621	1190	7	)	)	PUNCT
gssr-621	1190	8	.	.	PUNCT
gssr-621	1191	1	fuelling	fuel	VERB
gssr-621	1191	2	the	the	DET
gssr-621	1191	3	future	future	NOUN
gssr-621	1191	4	of	of	ADP
gssr-621	1191	5	sustainable	sustainable	ADJ
gssr-621	1191	6	sugar	sugar	NOUN
gssr-621	1191	7	fermentation	fermentation	NOUN
gssr-621	1191	8	across	across	ADP
gssr-621	1191	9	generations	generation	NOUN
gssr-621	1191	10	.	.	PUNCT
gssr-621	1192	1	engineering	engineering	NOUN
gssr-621	1192	2	biology	biology	NOUN
gssr-621	1192	3	,	,	PUNCT
gssr-621	1192	4	6(1	6(1	NUM
gssr-621	1192	5	)	)	PUNCT
gssr-621	1192	6	,	,	PUNCT
gssr-621	1192	7	3–16	3–16	PROPN
gssr-621	1192	8	.	.	PUNCT
gssr-621	1193	1	https://doi.org/10.1049/enb2.12017	https://doi.org/10.1049/enb2.12017	PUNCT
gssr-621	1193	2	lv	lv	PROPN
gssr-621	1193	3	,	,	PUNCT
gssr-621	1193	4	y.	y.	PROPN
gssr-621	1193	5	,	,	PUNCT
gssr-621	1193	6	chen	chen	PROPN
gssr-621	1193	7	,	,	PUNCT
gssr-621	1193	8	z.	z.	PROPN
gssr-621	1193	9	,	,	PUNCT
gssr-621	1193	10	wang	wang	PROPN
gssr-621	1193	11	,	,	PUNCT
gssr-621	1193	12	h.	h.	PROPN
gssr-621	1193	13	,	,	PUNCT
gssr-621	1193	14	xiao	xiao	PROPN
gssr-621	1193	15	,	,	PUNCT
gssr-621	1193	16	y.	y.	PROPN
gssr-621	1193	17	,	,	PUNCT
gssr-621	1193	18	ling	ling	PROPN
gssr-621	1193	19	,	,	PUNCT
gssr-621	1193	20	r.	r.	PROPN
gssr-621	1193	21	,	,	PUNCT
gssr-621	1193	22	gong	gong	PROPN
gssr-621	1193	23	,	,	PUNCT
gssr-621	1193	24	m.	m.	NOUN
gssr-621	1193	25	,	,	PUNCT
gssr-621	1193	26	&	&	CCONJ
gssr-621	1193	27	wei	wei	PROPN
gssr-621	1193	28	,	,	PUNCT
gssr-621	1193	29	w.	w.	PROPN
gssr-621	1193	30	(	(	PUNCT
gssr-621	1193	31	2022	2022	NUM
gssr-621	1193	32	)	)	PUNCT
gssr-621	1193	33	.	.	PUNCT
gssr-621	1194	1	enhancement	enhancement	NOUN
gssr-621	1194	2	of	of	ADP
gssr-621	1194	3	glucose	glucose	NOUN
gssr-621	1194	4	production	production	NOUN
gssr-621	1194	5	from	from	ADP
gssr-621	1194	6	sugarcane	sugarcane	NOUN
gssr-621	1194	7	bagasse	bagasse	NOUN
gssr-621	1194	8	through	through	ADP
gssr-621	1194	9	an	an	DET
gssr-621	1194	10	hcl	hcl	NOUN
gssr-621	1194	11	-	-	PUNCT
gssr-621	1194	12	catalyzed	catalyze	VERB
gssr-621	1194	13	ethylene	ethylene	NOUN
gssr-621	1194	14	glycol	glycol	NOUN
gssr-621	1194	15	pretreatment	pretreatment	NOUN
gssr-621	1194	16	and	and	CCONJ
gssr-621	1194	17	tween	tween	NOUN
gssr-621	1194	18	80	80	NUM
gssr-621	1194	19	.	.	PUNCT
gssr-621	1195	1	renewable	renewable	ADJ
gssr-621	1195	2	energy	energy	NOUN
gssr-621	1195	3	,	,	PUNCT
gssr-621	1195	4	194	194	NUM
gssr-621	1195	5	,	,	PUNCT
gssr-621	1195	6	495–503	495–503	NUM
gssr-621	1195	7	.	.	PUNCT
gssr-621	1195	8	https://doi.org/10.1016/j.renene.2022.05.108	https://doi.org/10.1016/j.renene.2022.05.108	PROPN
gssr-621	1195	9	malakar	malakar	PROPN
gssr-621	1195	10	,	,	PUNCT
gssr-621	1195	11	b.	b.	PROPN
gssr-621	1195	12	,	,	PUNCT
gssr-621	1195	13	das	das	PROPN
gssr-621	1195	14	,	,	PUNCT
gssr-621	1195	15	d.	d.	PROPN
gssr-621	1195	16	,	,	PUNCT
gssr-621	1195	17	&	&	CCONJ
gssr-621	1195	18	mohanty	mohanty	PROPN
gssr-621	1195	19	,	,	PUNCT
gssr-621	1195	20	k.	k.	PROPN
gssr-621	1195	21	(	(	PUNCT
gssr-621	1195	22	2020	2020	NUM
gssr-621	1195	23	)	)	PUNCT
gssr-621	1195	24	.	.	PUNCT
gssr-621	1196	1	optimization	optimization	NOUN
gssr-621	1196	2	of	of	ADP
gssr-621	1196	3	glucose	glucose	NOUN
gssr-621	1196	4	yield	yield	NOUN
gssr-621	1196	5	from	from	ADP
gssr-621	1196	6	potato	potato	NOUN
gssr-621	1196	7	and	and	CCONJ
gssr-621	1196	8	sweet	sweet	ADJ
gssr-621	1196	9	lime	lime	NOUN
gssr-621	1196	10	peel	peel	NOUN
gssr-621	1196	11	waste	waste	NOUN
gssr-621	1196	12	through	through	ADP
gssr-621	1196	13	different	different	ADJ
gssr-621	1196	14	pre	pre	ADJ
gssr-621	1196	15	-	-	ADJ
gssr-621	1196	16	treatment	treatment	ADJ
gssr-621	1196	17	techniques	technique	NOUN
gssr-621	1196	18	along	along	ADP
gssr-621	1196	19	with	with	ADP
gssr-621	1196	20	enzyme	enzyme	NOUN
gssr-621	1196	21	assisted	assist	VERB
gssr-621	1196	22	hydrolysis	hydrolysis	NOUN
gssr-621	1196	23	towards	towards	ADP
gssr-621	1196	24	liquid	liquid	ADJ
gssr-621	1196	25	biofuel	biofuel	NOUN
gssr-621	1196	26	.	.	PUNCT
gssr-621	1197	1	renewable	renewable	ADJ
gssr-621	1197	2	energy	energy	NOUN
gssr-621	1197	3	,	,	PUNCT
gssr-621	1197	4	145	145	NUM
gssr-621	1197	5	,	,	PUNCT
gssr-621	1197	6	2723–2732	2723–2732	NUM
gssr-621	1197	7	.	.	PUNCT
gssr-621	1198	1	https://doi.org/10.1016/j.renene.2019.08.037	https://doi.org/10.1016/j.renene.2019.08.037	PROPN
gssr-621	1198	2	mendoza	mendoza	PROPN
gssr-621	1198	3	-	-	PUNCT
gssr-621	1198	4	meneses	menese	NOUN
gssr-621	1198	5	,	,	PUNCT
gssr-621	1198	6	c.	c.	PROPN
gssr-621	1198	7	j.	j.	PROPN
gssr-621	1198	8	,	,	PUNCT
gssr-621	1198	9	feregrino	feregrino	PROPN
gssr-621	1198	10	-	-	PUNCT
gssr-621	1198	11	perez	perez	PROPN
gssr-621	1198	12	,	,	PUNCT
gssr-621	1198	13	a.	a.	NOUN
gssr-621	1198	14	a.	a.	PROPN
gssr-621	1198	15	,	,	PUNCT
gssr-621	1198	16	&	&	CCONJ
gssr-621	1198	17	gutierrez	gutierrez	PROPN
gssr-621	1198	18	-	-	PUNCT
gssr-621	1198	19	antonio	antonio	PROPN
gssr-621	1198	20	,	,	PUNCT
gssr-621	1198	21	c.	c.	NOUN
gssr-621	1198	22	(	(	PUNCT
gssr-621	1198	23	2021	2021	NUM
gssr-621	1198	24	)	)	PUNCT
gssr-621	1198	25	.	.	PUNCT
gssr-621	1199	1	potential	potential	ADJ
gssr-621	1199	2	use	use	NOUN
gssr-621	1199	3	of	of	ADP
gssr-621	1199	4	industrial	industrial	ADJ
gssr-621	1199	5	cocoa	cocoa	NOUN
gssr-621	1199	6	waste	waste	NOUN
gssr-621	1199	7	in	in	ADP
gssr-621	1199	8	biofuel	biofuel	NOUN
gssr-621	1199	9	production	production	NOUN
gssr-621	1199	10	.	.	PUNCT
gssr-621	1200	1	journal	journal	NOUN
gssr-621	1200	2	of	of	ADP
gssr-621	1200	3	chemistry	chemistry	NOUN
gssr-621	1200	4	,	,	PUNCT
gssr-621	1200	5	2021(33880671	2021(33880671	NUM
gssr-621	1200	6	)	)	PUNCT
gssr-621	1200	7	.	.	PUNCT
gssr-621	1201	1	https://doi.org/10.1155/2021/3388067	https://doi.org/10.1155/2021/3388067	PROPN
gssr-621	1201	2	mondal	mondal	PROPN
gssr-621	1201	3	,	,	PUNCT
gssr-621	1201	4	s.	s.	PROPN
gssr-621	1201	5	(	(	PUNCT
gssr-621	1201	6	2018	2018	NUM
gssr-621	1201	7	)	)	PUNCT
gssr-621	1201	8	.	.	PUNCT
gssr-621	1202	1	biomolecules	biomolecule	NOUN
gssr-621	1202	2	definition	definition	NOUN
gssr-621	1202	3	.	.	PUNCT
gssr-621	1203	1	in	in	ADP
gssr-621	1203	2	lecture	lecture	NOUN
gssr-621	1203	3	notes	note	NOUN
gssr-621	1203	4	:	:	PUNCT
gssr-621	1203	5	biochemistry	biochemistry	NOUN
gssr-621	1203	6	-	-	PUNCT
gssr-621	1203	7	ii	ii	PROPN
gssr-621	1203	8	(	(	PUNCT
gssr-621	1203	9	bp	bp	PROPN
gssr-621	1203	10	203	203	NUM
gssr-621	1203	11	t	t	PROPN
gssr-621	1203	12	)	)	PUNCT
gssr-621	1203	13	(	(	PUNCT
gssr-621	1203	14	pp	pp	ADV
gssr-621	1203	15	.	.	PUNCT
gssr-621	1203	16	1–18	1–18	NUM
gssr-621	1203	17	)	)	PUNCT
gssr-621	1203	18	.	.	PUNCT
gssr-621	1204	1	gitam	gitam	PROPN
gssr-621	1204	2	,	,	PUNCT
gssr-621	1204	3	deemed	deem	VERB
gssr-621	1204	4	to	to	PART
gssr-621	1204	5	be	be	AUX
gssr-621	1204	6	university	university	NOUN
gssr-621	1204	7	.	.	PUNCT
gssr-621	1205	1	https://doi.org/10.13140/rg.2.2.20736.74241	https://doi.org/10.13140/rg.2.2.20736.74241	PROPN
gssr-621	1205	2	moreira	moreira	PROPN
gssr-621	1205	3	,	,	PUNCT
gssr-621	1205	4	a.	a.	PROPN
gssr-621	1205	5	,	,	PUNCT
gssr-621	1205	6	moraes	moraes	PROPN
gssr-621	1205	7	,	,	PUNCT
gssr-621	1205	8	l.	l.	PROPN
gssr-621	1205	9	a.	a.	PROPN
gssr-621	1205	10	c.	c.	PROPN
gssr-621	1205	11	,	,	PUNCT
gssr-621	1205	12	de	de	X
gssr-621	1205	13	aquino	aquino	PROPN
gssr-621	1205	14	,	,	PUNCT
gssr-621	1205	15	g.	g.	PROPN
gssr-621	1205	16	s.	s.	PROPN
gssr-621	1205	17	,	,	PUNCT
gssr-621	1205	18	&	&	CCONJ
gssr-621	1205	19	heinrichs	heinrichs	PROPN
gssr-621	1205	20	,	,	PUNCT
gssr-621	1205	21	r.	r.	PROPN
gssr-621	1205	22	(	(	PUNCT
gssr-621	1205	23	2019	2019	NUM
gssr-621	1205	24	)	)	PUNCT
gssr-621	1205	25	.	.	PUNCT
gssr-621	1206	1	biofuel	biofuel	NOUN
gssr-621	1206	2	production	production	NOUN
gssr-621	1206	3	from	from	ADP
gssr-621	1206	4	sugarcane	sugarcane	NOUN
gssr-621	1206	5	:	:	PUNCT
gssr-621	1206	6	various	various	ADJ
gssr-621	1206	7	routes	route	NOUN
gssr-621	1206	8	of	of	ADP
gssr-621	1206	9	harvesting	harvest	VERB
gssr-621	1206	10	energy	energy	NOUN
gssr-621	1206	11	from	from	ADP
gssr-621	1206	12	the	the	DET
gssr-621	1206	13	crop	crop	NOUN
gssr-621	1206	14	.	.	PUNCT
gssr-621	1207	1	in	in	ADP
gssr-621	1207	2	m.	m.	NOUN
gssr-621	1207	3	t.	t.	PROPN
gssr-621	1207	4	khan	khan	PROPN
gssr-621	1207	5	&	&	CCONJ
gssr-621	1207	6	i.	i.	PROPN
gssr-621	1207	7	a.	a.	PROPN
gssr-621	1207	8	khan	khan	PROPN
gssr-621	1207	9	(	(	PUNCT
gssr-621	1207	10	eds	ed	NOUN
gssr-621	1207	11	.	.	PUNCT
gssr-621	1207	12	)	)	PUNCT
gssr-621	1207	13	,	,	PUNCT
gssr-621	1207	14	sugarcane	sugarcane	NOUN
gssr-621	1207	15	biofuels	biofuel	NOUN
gssr-621	1207	16	:	:	PUNCT
gssr-621	1207	17	status	status	NOUN
gssr-621	1207	18	,	,	PUNCT
gssr-621	1207	19	potential	potential	ADJ
gssr-621	1207	20	,	,	PUNCT
gssr-621	1207	21	and	and	CCONJ
gssr-621	1207	22	prospects	prospect	NOUN
gssr-621	1207	23	of	of	ADP
gssr-621	1207	24	the	the	DET
gssr-621	1207	25	sweet	sweet	ADJ
gssr-621	1207	26	crop	crop	NOUN
gssr-621	1207	27	to	to	PART
gssr-621	1207	28	fuel	fuel	VERB
gssr-621	1207	29	the	the	DET
gssr-621	1207	30	world	world	NOUN
gssr-621	1207	31	(	(	PUNCT
gssr-621	1207	32	pp	pp	ADJ
gssr-621	1207	33	.	.	PUNCT
gssr-621	1207	34	21–38	21–38	NUM
gssr-621	1207	35	)	)	PUNCT
gssr-621	1207	36	.	.	PUNCT
gssr-621	1208	1	springer	springer	NOUN
gssr-621	1208	2	nature	nature	PROPN
gssr-621	1208	3	switzerland	switzerland	PROPN
gssr-621	1208	4	ag	ag	PROPN
gssr-621	1208	5	.	.	PUNCT
gssr-621	1209	1	https://doi.org/10.1007/978-3-030-18597-8	https://doi.org/10.1007/978-3-030-18597-8	PROPN
gssr-621	1209	2	muhammad	muhammad	PROPN
gssr-621	1209	3	,	,	PUNCT
gssr-621	1209	4	m.	m.	NOUN
gssr-621	1209	5	z.	z.	PROPN
gssr-621	1209	6	r.	r.	PROPN
gssr-621	1209	7	,	,	PUNCT
gssr-621	1209	8	ng	ng	PROPN
gssr-621	1209	9	,	,	PUNCT
gssr-621	1209	10	z.	z.	PROPN
gssr-621	1209	11	w.	w.	PROPN
gssr-621	1209	12	,	,	PUNCT
gssr-621	1209	13	putranto	putranto	PROPN
gssr-621	1209	14	,	,	PUNCT
gssr-621	1209	15	a.	a.	NOUN
gssr-621	1209	16	,	,	PUNCT
gssr-621	1209	17	kong	kong	PROPN
gssr-621	1209	18	,	,	PUNCT
gssr-621	1209	19	z.	z.	PROPN
gssr-621	1209	20	y.	y.	PROPN
gssr-621	1209	21	,	,	PUNCT
gssr-621	1209	22	sunarso	sunarso	PROPN
gssr-621	1209	23	,	,	PUNCT
gssr-621	1209	24	j.	j.	PROPN
gssr-621	1209	25	,	,	PUNCT
gssr-621	1209	26	aziz	aziz	PROPN
gssr-621	1209	27	,	,	PUNCT
gssr-621	1209	28	m.	m.	NOUN
gssr-621	1209	29	,	,	PUNCT
gssr-621	1209	30	zein	zein	PROPN
gssr-621	1209	31	,	,	PUNCT
gssr-621	1209	32	s.	s.	PROPN
gssr-621	1209	33	h.	h.	PROPN
gssr-621	1209	34	,	,	PUNCT
gssr-621	1209	35	giwangkara	giwangkara	PROPN
gssr-621	1209	36	,	,	PUNCT
gssr-621	1209	37	j.	j.	PROPN
gssr-621	1209	38	,	,	PUNCT
gssr-621	1209	39	&	&	CCONJ
gssr-621	1209	40	butar	butar	PROPN
gssr-621	1209	41	,	,	PUNCT
gssr-621	1209	42	i.	i.	NOUN
gssr-621	1209	43	(	(	PUNCT
gssr-621	1209	44	2022	2022	NUM
gssr-621	1209	45	)	)	PUNCT
gssr-621	1209	46	.	.	PUNCT
gssr-621	1210	1	process	process	NOUN
gssr-621	1210	2	design	design	NOUN
gssr-621	1210	3	,	,	PUNCT
gssr-621	1210	4	simulation	simulation	NOUN
gssr-621	1210	5	,	,	PUNCT
gssr-621	1210	6	and	and	CCONJ
gssr-621	1210	7	techno	techno	NOUN
gssr-621	1210	8	-	-	PUNCT
gssr-621	1210	9	economic	economic	ADJ
gssr-621	1210	10	analysis	analysis	NOUN
gssr-621	1210	11	of	of	ADP
gssr-621	1210	12	integrated	integrated	ADJ
gssr-621	1210	13	production	production	NOUN
gssr-621	1210	14	of	of	ADP
gssr-621	1210	15	furfural	furfural	ADJ
gssr-621	1210	16	and	and	CCONJ
gssr-621	1210	17	glucose	glucose	NOUN
gssr-621	1210	18	derived	derive	VERB
gssr-621	1210	19	from	from	ADP
gssr-621	1210	20	empty	empty	ADJ
gssr-621	1210	21	fruit	fruit	NOUN
gssr-621	1210	22	bunches	bunche	NOUN
gssr-621	1210	23	.	.	PUNCT
gssr-621	1211	1	research	research	NOUN
gssr-621	1211	2	square	square	PROPN
gssr-621	1211	3	,	,	PUNCT
gssr-621	1211	4	1–25	1–25	PROPN
gssr-621	1211	5	.	.	PUNCT
gssr-621	1212	1	https://doi.org/10.21203/rs.3.rs-1443862/v1	https://doi.org/10.21203/rs.3.rs-1443862/v1	PROPN
gssr-621	1212	2	murzin	murzin	PROPN
gssr-621	1212	3	,	,	PUNCT
gssr-621	1212	4	d.	d.	PROPN
gssr-621	1212	5	y.	y.	PROPN
gssr-621	1212	6	,	,	PUNCT
gssr-621	1212	7	wärnå	wärnå	PROPN
gssr-621	1212	8	,	,	PUNCT
gssr-621	1212	9	j.	j.	PROPN
gssr-621	1212	10	,	,	PUNCT
gssr-621	1212	11	haario	haario	PROPN
gssr-621	1212	12	,	,	PUNCT
gssr-621	1212	13	h.	h.	PROPN
gssr-621	1212	14	,	,	PUNCT
gssr-621	1212	15	&	&	CCONJ
gssr-621	1212	16	salmi	salmi	PROPN
gssr-621	1212	17	,	,	PUNCT
gssr-621	1212	18	t.	t.	PROPN
gssr-621	1212	19	(	(	PUNCT
gssr-621	1212	20	2021	2021	NUM
gssr-621	1212	21	)	)	PUNCT
gssr-621	1212	22	.	.	PUNCT
gssr-621	1213	1	parameter	parameter	PROPN
gssr-621	1213	2	estimation	estimation	NOUN
gssr-621	1213	3	in	in	ADP
gssr-621	1213	4	kinetic	kinetic	ADJ
gssr-621	1213	5	models	model	NOUN
gssr-621	1213	6	of	of	ADP
gssr-621	1213	7	complex	complex	ADJ
gssr-621	1213	8	heterogeneous	heterogeneous	ADJ
gssr-621	1213	9	catalytic	catalytic	ADJ
gssr-621	1213	10	reactions	reaction	NOUN
gssr-621	1213	11	using	use	VERB
gssr-621	1213	12	bayesian	bayesian	NOUN
gssr-621	1213	13	statistics	statistic	NOUN
gssr-621	1213	14	.	.	PUNCT
gssr-621	1214	1	reaction	reaction	NOUN
gssr-621	1214	2	kinetics	kinetic	NOUN
gssr-621	1214	3	,	,	PUNCT
gssr-621	1214	4	mechanisms	mechanism	NOUN
gssr-621	1214	5	and	and	CCONJ
gssr-621	1214	6	catalysis	catalysis	NOUN
gssr-621	1214	7	,	,	PUNCT
gssr-621	1214	8	1–15	1–15	PROPN
gssr-621	1214	9	.	.	PROPN
gssr-621	1214	10	https://doi.org/10.1007/s11144-021-01974-1	https://doi.org/10.1007/s11144-021-01974-1	PROPN
gssr-621	1214	11	nam	nam	PROPN
gssr-621	1214	12	,	,	PUNCT
gssr-621	1214	13	k.	k.	PROPN
gssr-621	1214	14	h.	h.	PROPN
gssr-621	1214	15	(	(	PUNCT
gssr-621	1214	16	2022	2022	NUM
gssr-621	1214	17	)	)	PUNCT
gssr-621	1214	18	.	.	PUNCT
gssr-621	1215	1	glucose	glucose	NOUN
gssr-621	1215	2	isomerase	isomerase	NOUN
gssr-621	1215	3	:	:	PUNCT
gssr-621	1215	4	functions	function	NOUN
gssr-621	1215	5	,	,	PUNCT
gssr-621	1215	6	structures	structure	NOUN
gssr-621	1215	7	,	,	PUNCT
gssr-621	1215	8	and	and	CCONJ
gssr-621	1215	9	applications	application	NOUN
gssr-621	1215	10	.	.	PUNCT
gssr-621	1216	1	applied	apply	VERB
gssr-621	1216	2	sciences	science	NOUN
gssr-621	1216	3	,	,	PUNCT
gssr-621	1216	4	12(428	12(428	PROPN
gssr-621	1216	5	)	)	PUNCT
gssr-621	1216	6	,	,	PUNCT
gssr-621	1216	7	1	1	NUM
gssr-621	1216	8	–	–	SYM
gssr-621	1216	9	12	12	NUM
gssr-621	1216	10	.	.	PUNCT
gssr-621	1217	1	https://doi.org/10.3390/appl2010428	https://doi.org/10.3390/appl2010428	PROPN
gssr-621	1217	2	ng	ng	PROPN
gssr-621	1217	3	,	,	PUNCT
gssr-621	1217	4	z.	z.	PROPN
gssr-621	1217	5	w.	w.	PROPN
gssr-621	1217	6	,	,	PUNCT
gssr-621	1217	7	gan	gan	PROPN
gssr-621	1217	8	,	,	PUNCT
gssr-621	1217	9	h.	h.	PROPN
gssr-621	1217	10	x.	x.	PROPN
gssr-621	1217	11	,	,	PUNCT
gssr-621	1217	12	putranto	putranto	PROPN
gssr-621	1217	13	,	,	PUNCT
gssr-621	1217	14	a.	a.	NOUN
gssr-621	1217	15	,	,	PUNCT
gssr-621	1217	16	rhamdhani	rhamdhani	NOUN
gssr-621	1217	17	,	,	PUNCT
gssr-621	1217	18	m.	m.	NOUN
gssr-621	1217	19	a.	a.	PROPN
gssr-621	1217	20	,	,	PUNCT
gssr-621	1217	21	zein	zein	PROPN
gssr-621	1217	22	,	,	PUNCT
gssr-621	1217	23	s.	s.	PROPN
gssr-621	1217	24	h.	h.	PROPN
gssr-621	1217	25	,	,	PUNCT
gssr-621	1217	26	george	george	PROPN
gssr-621	1217	27	,	,	PUNCT
gssr-621	1217	28	o.	o.	NOUN
gssr-621	1217	29	a.	a.	PROPN
gssr-621	1217	30	,	,	PUNCT
gssr-621	1217	31	giwangkara	giwangkara	PROPN
gssr-621	1217	32	,	,	PUNCT
gssr-621	1217	33	j.	j.	PROPN
gssr-621	1217	34	,	,	PUNCT
gssr-621	1217	35	&	&	CCONJ
gssr-621	1217	36	butar	butar	PROPN
gssr-621	1217	37	,	,	PUNCT
gssr-621	1217	38	i.	i.	NOUN
gssr-621	1217	39	(	(	PUNCT
gssr-621	1217	40	2022	2022	NUM
gssr-621	1217	41	)	)	PUNCT
gssr-621	1217	42	.	.	PUNCT
gssr-621	1218	1	process	process	NOUN
gssr-621	1218	2	design	design	NOUN
gssr-621	1218	3	and	and	CCONJ
gssr-621	1218	4	life	life	NOUN
gssr-621	1218	5	cycle	cycle	NOUN
gssr-621	1218	6	assessment	assessment	NOUN
gssr-621	1218	7	of	of	ADP
gssr-621	1218	8	furfural	furfural	ADJ
gssr-621	1218	9	and	and	CCONJ
gssr-621	1218	10	glucose	glucose	NOUN
gssr-621	1218	11	co‑production	co‑production	NOUN
gssr-621	1218	12	derived	derive	VERB
gssr-621	1218	13	from	from	ADP
gssr-621	1218	14	palm	palm	NOUN
gssr-621	1218	15	oil	oil	NOUN
gssr-621	1218	16	empty	empty	ADJ
gssr-621	1218	17	fruit	fruit	NOUN
gssr-621	1218	18	bunches	bunche	NOUN
gssr-621	1218	19	.	.	PUNCT
gssr-621	1219	1	environment	environment	NOUN
gssr-621	1219	2	,	,	PUNCT
gssr-621	1219	3	development	development	NOUN
gssr-621	1219	4	and	and	CCONJ
gssr-621	1219	5	sustainability	sustainability	NOUN
gssr-621	1219	6	,	,	PUNCT
gssr-621	1219	7	1–22	1–22	NOUN
gssr-621	1219	8	.	.	PUNCT
gssr-621	1220	1	https://doi.org/10.1007/s10668-022-02633-8	https://doi.org/10.1007/s10668-022-02633-8	NUM
gssr-621	1220	2	nguyen	nguyen	NOUN
gssr-621	1220	3	,	,	PUNCT
gssr-621	1220	4	h.	h.	PROPN
gssr-621	1220	5	s.	s.	PROPN
gssr-621	1220	6	h.	h.	PROPN
gssr-621	1220	7	,	,	PUNCT
gssr-621	1220	8	heinonen	heinonen	PROPN
gssr-621	1220	9	,	,	PUNCT
gssr-621	1220	10	j.	j.	PROPN
gssr-621	1220	11	,	,	PUNCT
gssr-621	1220	12	&	&	CCONJ
gssr-621	1220	13	sainio	sainio	PROPN
gssr-621	1220	14	,	,	PUNCT
gssr-621	1220	15	t.	t.	PROPN
gssr-621	1220	16	(	(	PUNCT
gssr-621	1220	17	2018	2018	NUM
gssr-621	1220	18	)	)	PUNCT
gssr-621	1220	19	.	.	PUNCT
gssr-621	1221	1	acid	acid	NOUN
gssr-621	1221	2	hydrolysis	hydrolysis	NOUN
gssr-621	1221	3	of	of	ADP
gssr-621	1221	4	glycosidic	glycosidic	ADJ
gssr-621	1221	5	bonds	bond	NOUN
gssr-621	1221	6	in	in	ADP
gssr-621	1221	7	oat	oat	NOUN
gssr-621	1221	8	β	β	NOUN
gssr-621	1221	9	-	-	PUNCT
gssr-621	1221	10	glucan	glucan	NOUN
gssr-621	1221	11	and	and	CCONJ
gssr-621	1221	12	development	development	NOUN
gssr-621	1221	13	of	of	ADP
gssr-621	1221	14	a	a	DET
gssr-621	1221	15	structured	structured	ADJ
gssr-621	1221	16	kinetic	kinetic	ADJ
gssr-621	1221	17	model	model	NOUN
gssr-621	1221	18	.	.	PUNCT
gssr-621	1222	1	aiche	aiche	PROPN
gssr-621	1222	2	journal	journal	PROPN
gssr-621	1222	3	,	,	PUNCT
gssr-621	1222	4	64(7	64(7	NOUN
gssr-621	1222	5	)	)	PUNCT
gssr-621	1222	6	,	,	PUNCT
gssr-621	1222	7	2570–2580	2570–2580	NUM
gssr-621	1222	8	.	.	PUNCT
gssr-621	1223	1	https://doi.org/10.1002/aic.16147	https://doi.org/10.1002/aic.16147	PROPN
gssr-621	1223	2	nwankwo	nwankwo	PROPN
gssr-621	1223	3	,	,	PUNCT
gssr-621	1223	4	p.	p.	PROPN
gssr-621	1223	5	o.	o.	PROPN
gssr-621	1223	6	,	,	PUNCT
gssr-621	1223	7	&	&	CCONJ
gssr-621	1223	8	ukpabi	ukpabi	PROPN
gssr-621	1223	9	,	,	PUNCT
gssr-621	1223	10	j.	j.	PROPN
gssr-621	1223	11	u.	u.	PROPN
gssr-621	1223	12	(	(	PUNCT
gssr-621	1223	13	2018	2018	NUM
gssr-621	1223	14	)	)	PUNCT
gssr-621	1223	15	.	.	PUNCT
gssr-621	1224	1	biochemical	biochemical	ADJ
gssr-621	1224	2	composition	composition	NOUN
gssr-621	1224	3	and	and	CCONJ
gssr-621	1224	4	glucose	glucose	NOUN
gssr-621	1224	5	syrup	syrup	NOUN
gssr-621	1224	6	production	production	NOUN
gssr-621	1224	7	potential	potential	NOUN
gssr-621	1224	8	of	of	ADP
gssr-621	1224	9	elite	elite	ADJ
gssr-621	1224	10	yam	yam	NOUN
gssr-621	1224	11	varieties	variety	NOUN
gssr-621	1224	12	from	from	ADP
gssr-621	1224	13	benue	benue	PROPN
gssr-621	1224	14	state	state	PROPN
gssr-621	1224	15	,	,	PUNCT
gssr-621	1224	16	nigeria	nigeria	PROPN
gssr-621	1224	17	.	.	PUNCT
gssr-621	1225	1	international	international	ADJ
gssr-621	1225	2	journal	journal	PROPN
gssr-621	1225	3	of	of	ADP
gssr-621	1225	4	biochemistry	biochemistry	PROPN
gssr-621	1225	5	&	&	CCONJ
gssr-621	1225	6	physiology	physiology	NOUN
gssr-621	1225	7	,	,	PUNCT
gssr-621	1225	8	3(5	3(5	NUM
gssr-621	1225	9	)	)	PUNCT
gssr-621	1225	10	,	,	PUNCT
gssr-621	1225	11	1–6	1–6	X
gssr-621	1225	12	.	.	PUNCT
gssr-621	1226	1	https://doi.org/10.23880/ijbp-16000142	https://doi.org/10.23880/ijbp-16000142	PROPN
gssr-621	1226	2	okonkwo	okonkwo	PROPN
gssr-621	1226	3	,	,	PUNCT
gssr-621	1226	4	c.	c.	PROPN
gssr-621	1226	5	c.	c.	PROPN
gssr-621	1226	6	,	,	PUNCT
gssr-621	1226	7	duduyemi	duduyemi	NOUN
gssr-621	1226	8	,	,	PUNCT
gssr-621	1226	9	a.	a.	NOUN
gssr-621	1226	10	,	,	PUNCT
gssr-621	1226	11	ujor	ujor	ADV
gssr-621	1226	12	,	,	PUNCT
gssr-621	1226	13	v.	v.	PROPN
gssr-621	1226	14	c.	c.	PROPN
gssr-621	1226	15	,	,	PUNCT
gssr-621	1226	16	atiyeh	atiyeh	PROPN
gssr-621	1226	17	,	,	PUNCT
gssr-621	1226	18	h.	h.	PROPN
gssr-621	1226	19	k.	k.	PROPN
gssr-621	1226	20	,	,	PUNCT
gssr-621	1226	21	illoba	illoba	PROPN
gssr-621	1226	22	,	,	PUNCT
gssr-621	1226	23	i.	i.	PROPN
gssr-621	1226	24	,	,	PUNCT
gssr-621	1226	25	qureshi	qureshi	PROPN
gssr-621	1226	26	,	,	PUNCT
gssr-621	1226	27	n.	n.	NOUN
gssr-621	1226	28	,	,	PUNCT
gssr-621	1226	29	&	&	CCONJ
gssr-621	1226	30	ezeji	ezeji	PROPN
gssr-621	1226	31	,	,	PUNCT
gssr-621	1226	32	t.	t.	PROPN
gssr-621	1226	33	c.	c.	PROPN
gssr-621	1226	34	(	(	PUNCT
gssr-621	1226	35	2022	2022	NUM
gssr-621	1226	36	)	)	PUNCT
gssr-621	1226	37	.	.	PUNCT
gssr-621	1227	1	from	from	ADP
gssr-621	1227	2	agricultural	agricultural	ADJ
gssr-621	1227	3	wastes	waste	NOUN
gssr-621	1227	4	to	to	AUX
gssr-621	1227	5	fermentation	fermentation	NOUN
gssr-621	1227	6	nutrients	nutrient	NOUN
gssr-621	1227	7	:	:	PUNCT
gssr-621	1227	8	a	a	DET
gssr-621	1227	9	case	case	NOUN
gssr-621	1227	10	study	study	NOUN
gssr-621	1227	11	of	of	ADP
gssr-621	1227	12	2	2	NUM
gssr-621	1227	13	,	,	PUNCT
gssr-621	1227	14	3	3	NUM
gssr-621	1227	15	-	-	PUNCT
gssr-621	1227	16	butanediol	butanediol	NOUN
gssr-621	1227	17	production	production	NOUN
gssr-621	1227	18	.	.	PUNCT
gssr-621	1228	1	fermentation	fermentation	NOUN
gssr-621	1228	2	,	,	PUNCT
gssr-621	1228	3	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	1228	4	global	global	ADJ
gssr-621	1228	5	sustainability	sustainability	NOUN
gssr-621	1228	6	research	research	NOUN
gssr-621	1228	7	global	global	ADJ
gssr-621	1228	8	scientific	scientific	ADJ
gssr-621	1228	9	research	research	NOUN
gssr-621	1228	10	121	121	NUM
gssr-621	1228	11	9(1	9(1	NUM
gssr-621	1228	12	)	)	PUNCT
gssr-621	1228	13	.	.	PUNCT
gssr-621	1229	1	https://doi.org/10.3390/fermentation9010036	https://doi.org/10.3390/fermentation9010036	PROPN
gssr-621	1229	2	onyelucheya	onyelucheya	PROPN
gssr-621	1229	3	,	,	PUNCT
gssr-621	1229	4	o.	o.	PROPN
gssr-621	1229	5	e.	e.	PROPN
gssr-621	1229	6	,	,	PUNCT
gssr-621	1229	7	uzoh	uzoh	PROPN
gssr-621	1229	8	,	,	PUNCT
gssr-621	1229	9	b.	b.	PROPN
gssr-621	1229	10	n.	n.	PROPN
gssr-621	1229	11	,	,	PUNCT
gssr-621	1229	12	obijiaku	obijiaku	PROPN
gssr-621	1229	13	,	,	PUNCT
gssr-621	1229	14	j.	j.	PROPN
gssr-621	1229	15	c.	c.	PROPN
gssr-621	1229	16	,	,	PUNCT
gssr-621	1229	17	&	&	CCONJ
gssr-621	1229	18	martin	martin	PROPN
gssr-621	1229	19	,	,	PUNCT
gssr-621	1229	20	r.	r.	PROPN
gssr-621	1229	21	e.	e.	PROPN
gssr-621	1229	22	(	(	PUNCT
gssr-621	1229	23	2022	2022	NUM
gssr-621	1229	24	)	)	PUNCT
gssr-621	1229	25	.	.	PUNCT
gssr-621	1230	1	acid	acid	NOUN
gssr-621	1230	2	hydrolysis	hydrolysis	NOUN
gssr-621	1230	3	of	of	ADP
gssr-621	1230	4	corn	corn	NOUN
gssr-621	1230	5	cob	cob	NOUN
gssr-621	1230	6	to	to	PART
gssr-621	1230	7	glucose	glucose	VERB
gssr-621	1230	8	:	:	PUNCT
gssr-621	1230	9	a	a	DET
gssr-621	1230	10	kinetic	kinetic	ADJ
gssr-621	1230	11	study	study	NOUN
gssr-621	1230	12	.	.	PUNCT
gssr-621	1231	1	international	international	ADJ
gssr-621	1231	2	journal	journal	PROPN
gssr-621	1231	3	of	of	ADP
gssr-621	1231	4	engineering	engineering	NOUN
gssr-621	1231	5	applied	apply	VERB
gssr-621	1231	6	sciences	science	NOUN
gssr-621	1231	7	and	and	CCONJ
gssr-621	1231	8	technology	technology	NOUN
gssr-621	1231	9	(	(	PUNCT
gssr-621	1231	10	ijeast	ijeast	NOUN
gssr-621	1231	11	)	)	PUNCT
gssr-621	1231	12	,	,	PUNCT
gssr-621	1231	13	7(4	7(4	NUM
gssr-621	1231	14	)	)	PUNCT
gssr-621	1231	15	,	,	PUNCT
gssr-621	1231	16	31–44	31–44	NUM
gssr-621	1231	17	.	.	PUNCT
gssr-621	1231	18	http://www.ijeast.com	http://www.ijeast.com	X
gssr-621	1232	1	osman	osman	PROPN
gssr-621	1232	2	,	,	PUNCT
gssr-621	1232	3	a.	a.	NOUN
gssr-621	1232	4	i.	i.	PROPN
gssr-621	1232	5	,	,	PUNCT
gssr-621	1232	6	mehta	mehta	PROPN
gssr-621	1232	7	,	,	PUNCT
gssr-621	1232	8	n.	n.	PROPN
gssr-621	1232	9	,	,	PUNCT
gssr-621	1232	10	elgarahy	elgarahy	PROPN
gssr-621	1232	11	,	,	PUNCT
gssr-621	1232	12	a.	a.	NOUN
gssr-621	1232	13	m.	m.	NOUN
gssr-621	1232	14	,	,	PUNCT
gssr-621	1232	15	al	al	PROPN
gssr-621	1232	16	-	-	PUNCT
gssr-621	1232	17	hinai	hinai	PROPN
gssr-621	1232	18	,	,	PUNCT
gssr-621	1232	19	a.	a.	NOUN
gssr-621	1232	20	,	,	PUNCT
gssr-621	1232	21	al	al	PROPN
gssr-621	1232	22	-	-	PUNCT
gssr-621	1232	23	muhtaseb	muhtaseb	PROPN
gssr-621	1232	24	,	,	PUNCT
gssr-621	1232	25	a.	a.	PROPN
gssr-621	1232	26	h.	h.	PROPN
gssr-621	1232	27	,	,	PUNCT
gssr-621	1232	28	&	&	CCONJ
gssr-621	1232	29	rooney	rooney	PROPN
gssr-621	1232	30	,	,	PUNCT
gssr-621	1232	31	d.	d.	PROPN
gssr-621	1232	32	w.	w.	PROPN
gssr-621	1232	33	(	(	PUNCT
gssr-621	1232	34	2021	2021	NUM
gssr-621	1232	35	)	)	PUNCT
gssr-621	1232	36	.	.	PUNCT
gssr-621	1233	1	conversion	conversion	NOUN
gssr-621	1233	2	of	of	ADP
gssr-621	1233	3	biomass	biomass	NOUN
gssr-621	1233	4	to	to	ADP
gssr-621	1233	5	biofuels	biofuel	NOUN
gssr-621	1233	6	and	and	CCONJ
gssr-621	1233	7	life	life	NOUN
gssr-621	1233	8	cycle	cycle	NOUN
gssr-621	1233	9	assessment	assessment	NOUN
gssr-621	1233	10	:	:	PUNCT
gssr-621	1233	11	a	a	DET
gssr-621	1233	12	review	review	NOUN
gssr-621	1233	13	.	.	PUNCT
gssr-621	1234	1	environmental	environmental	ADJ
gssr-621	1234	2	chemistry	chemistry	NOUN
gssr-621	1234	3	letters	letter	NOUN
gssr-621	1234	4	,	,	PUNCT
gssr-621	1234	5	1–45	1–45	PROPN
gssr-621	1234	6	.	.	PUNCT
gssr-621	1234	7	https://doi.org/10.1007/s10311-021-01273-0	https://doi.org/10.1007/s10311-021-01273-0	NUM
gssr-621	1234	8	ou	ou	PROPN
gssr-621	1234	9	,	,	PUNCT
gssr-621	1234	10	l.	l.	PROPN
gssr-621	1234	11	,	,	PUNCT
gssr-621	1234	12	dou	dou	PROPN
gssr-621	1234	13	,	,	PUNCT
gssr-621	1234	14	c.	c.	PROPN
gssr-621	1234	15	,	,	PUNCT
gssr-621	1234	16	yu	yu	PROPN
gssr-621	1234	17	,	,	PUNCT
gssr-621	1234	18	j.-h	j.-h	PROPN
gssr-621	1234	19	.	.	PUNCT
gssr-621	1234	20	,	,	PUNCT
gssr-621	1234	21	kim	kim	PROPN
gssr-621	1234	22	,	,	PUNCT
gssr-621	1234	23	h.	h.	PROPN
gssr-621	1234	24	,	,	PUNCT
gssr-621	1234	25	park	park	NOUN
gssr-621	1234	26	,	,	PUNCT
gssr-621	1234	27	y.-c	y.-c	PROPN
gssr-621	1234	28	.	.	PUNCT
gssr-621	1234	29	,	,	PUNCT
gssr-621	1234	30	park	park	PROPN
gssr-621	1234	31	,	,	PUNCT
gssr-621	1234	32	s.	s.	PROPN
gssr-621	1234	33	,	,	PUNCT
gssr-621	1234	34	kelley	kelley	PROPN
gssr-621	1234	35	,	,	PUNCT
gssr-621	1234	36	s.	s.	PROPN
gssr-621	1234	37	,	,	PUNCT
gssr-621	1234	38	&	&	CCONJ
gssr-621	1234	39	lee	lee	PROPN
gssr-621	1234	40	,	,	PUNCT
gssr-621	1234	41	e.	e.	PROPN
gssr-621	1234	42	y.	y.	PROPN
gssr-621	1234	43	(	(	PUNCT
gssr-621	1234	44	2020	2020	NUM
gssr-621	1234	45	)	)	PUNCT
gssr-621	1234	46	.	.	PUNCT
gssr-621	1235	1	techno	techno	NOUN
gssr-621	1235	2	-	-	PUNCT
gssr-621	1235	3	economic	economic	ADJ
gssr-621	1235	4	analysis	analysis	NOUN
gssr-621	1235	5	of	of	ADP
gssr-621	1235	6	sugar	sugar	NOUN
gssr-621	1235	7	production	production	NOUN
gssr-621	1235	8	from	from	ADP
gssr-621	1235	9	lignocellulosic	lignocellulosic	ADJ
gssr-621	1235	10	biomass	biomass	NOUN
gssr-621	1235	11	with	with	ADP
gssr-621	1235	12	utilization	utilization	NOUN
gssr-621	1235	13	of	of	ADP
gssr-621	1235	14	hemicellulose	hemicellulose	NOUN
gssr-621	1235	15	and	and	CCONJ
gssr-621	1235	16	lignin	lignin	NOUN
gssr-621	1235	17	for	for	ADP
gssr-621	1235	18	high	high	ADJ
gssr-621	1235	19	-	-	PUNCT
gssr-621	1235	20	value	value	NOUN
gssr-621	1235	21	co	co	NOUN
gssr-621	1235	22	-	-	NOUN
gssr-621	1235	23	products	product	NOUN
gssr-621	1235	24	.	.	PUNCT
gssr-621	1236	1	biofuels	biofuel	NOUN
gssr-621	1236	2	,	,	PUNCT
gssr-621	1236	3	bioproducts	bioproduct	NOUN
gssr-621	1236	4	and	and	CCONJ
gssr-621	1236	5	biorefining	biorefining	NOUN
gssr-621	1236	6	,	,	PUNCT
gssr-621	1236	7	15(2	15(2	NUM
gssr-621	1236	8	)	)	PUNCT
gssr-621	1236	9	,	,	PUNCT
gssr-621	1236	10	404–415	404–415	NUM
gssr-621	1236	11	.	.	PUNCT
gssr-621	1237	1	https://doi.org/10.1002/bbb.2170	https://doi.org/10.1002/bbb.2170	PROPN
gssr-621	1237	2	oyola	oyola	PROPN
gssr-621	1237	3	-	-	PUNCT
gssr-621	1237	4	rivera	rivera	PROPN
gssr-621	1237	5	,	,	PUNCT
gssr-621	1237	6	o.	o.	PROPN
gssr-621	1237	7	,	,	PUNCT
gssr-621	1237	8	gonzalez	gonzalez	PROPN
gssr-621	1237	9	-	-	PUNCT
gssr-621	1237	10	rosario	rosario	PROPN
gssr-621	1237	11	,	,	PUNCT
gssr-621	1237	12	a.	a.	NOUN
gssr-621	1237	13	m.	m.	NOUN
gssr-621	1237	14	,	,	PUNCT
gssr-621	1237	15	&	&	CCONJ
gssr-621	1237	16	cardona	cardona	PROPN
gssr-621	1237	17	-	-	PUNCT
gssr-621	1237	18	martinez	martinez	PROPN
gssr-621	1237	19	,	,	PUNCT
gssr-621	1237	20	n.	n.	NOUN
gssr-621	1237	21	(	(	PUNCT
gssr-621	1237	22	2018	2018	NUM
gssr-621	1237	23	)	)	PUNCT
gssr-621	1237	24	.	.	PUNCT
gssr-621	1238	1	catalytic	catalytic	ADJ
gssr-621	1238	2	production	production	NOUN
gssr-621	1238	3	of	of	ADP
gssr-621	1238	4	sugars	sugar	NOUN
gssr-621	1238	5	and	and	CCONJ
gssr-621	1238	6	lignin	lignin	NOUN
gssr-621	1238	7	from	from	ADP
gssr-621	1238	8	agricultural	agricultural	ADJ
gssr-621	1238	9	residues	residue	NOUN
gssr-621	1238	10	using	use	VERB
gssr-621	1238	11	dilute	dilute	NOUN
gssr-621	1238	12	sulfuric	sulfuric	NOUN
gssr-621	1238	13	acid	acid	NOUN
gssr-621	1238	14	in	in	ADP
gssr-621	1238	15	y	y	NOUN
gssr-621	1238	16	-	-	PUNCT
gssr-621	1238	17	valerolactone	valerolactone	NOUN
gssr-621	1238	18	.	.	PUNCT
gssr-621	1239	1	biomass	biomass	NOUN
gssr-621	1239	2	and	and	CCONJ
gssr-621	1239	3	bioenergy	bioenergy	NOUN
gssr-621	1239	4	,	,	PUNCT
gssr-621	1239	5	119	119	NUM
gssr-621	1239	6	,	,	PUNCT
gssr-621	1239	7	284–292	284–292	NUM
gssr-621	1239	8	.	.	PUNCT
gssr-621	1240	1	https://doi.org/10.1016/j.biombioe.2018.09.031	https://doi.org/10.1016/j.biombioe.2018.09.031	VERB
gssr-621	1240	2	panda	panda	NOUN
gssr-621	1240	3	,	,	PUNCT
gssr-621	1240	4	a.	a.	NOUN
gssr-621	1240	5	,	,	PUNCT
gssr-621	1240	6	&	&	CCONJ
gssr-621	1240	7	datta	datta	PROPN
gssr-621	1240	8	,	,	PUNCT
gssr-621	1240	9	s.	s.	PROPN
gssr-621	1240	10	(	(	PUNCT
gssr-621	1240	11	2022	2022	NUM
gssr-621	1240	12	)	)	PUNCT
gssr-621	1240	13	.	.	PUNCT
gssr-621	1241	1	integrated	integrate	VERB
gssr-621	1241	2	rate	rate	NOUN
gssr-621	1241	3	expression	expression	NOUN
gssr-621	1241	4	for	for	ADP
gssr-621	1241	5	the	the	DET
gssr-621	1241	6	production	production	NOUN
gssr-621	1241	7	of	of	ADP
gssr-621	1241	8	glucose	glucose	NOUN
gssr-621	1241	9	equivalent	equivalent	ADJ
gssr-621	1241	10	in	in	ADP
gssr-621	1241	11	c4	c4	NOUN
gssr-621	1241	12	green	green	ADJ
gssr-621	1241	13	plant	plant	NOUN
gssr-621	1241	14	and	and	CCONJ
gssr-621	1241	15	the	the	DET
gssr-621	1241	16	effect	effect	NOUN
gssr-621	1241	17	of	of	ADP
gssr-621	1241	18	temperature	temperature	NOUN
gssr-621	1241	19	.	.	PUNCT
gssr-621	1242	1	journal	journal	NOUN
gssr-621	1242	2	of	of	ADP
gssr-621	1242	3	chemistry	chemistry	NOUN
gssr-621	1242	4	and	and	CCONJ
gssr-621	1242	5	science	science	NOUN
gssr-621	1242	6	,	,	PUNCT
gssr-621	1242	7	119(5	119(5	NUM
gssr-621	1242	8	)	)	PUNCT
gssr-621	1242	9	,	,	PUNCT
gssr-621	1242	10	449–456	449–456	NUM
gssr-621	1242	11	.	.	PUNCT
gssr-621	1243	1	https://www.ias.ac.in/articke/fulltext/jcsc/119/05/0449-0456	https://www.ias.ac.in/articke/fulltext/jcsc/119/05/0449-0456	NOUN
gssr-621	1243	2	parker	parker	PROPN
gssr-621	1243	3	,	,	PUNCT
gssr-621	1243	4	j.	j.	PROPN
gssr-621	1243	5	(	(	PUNCT
gssr-621	1243	6	2020	2020	NUM
gssr-621	1243	7	)	)	PUNCT
gssr-621	1243	8	.	.	PUNCT
gssr-621	1244	1	glucose	glucose	NOUN
gssr-621	1244	2	metabolism	metabolism	NOUN
gssr-621	1244	3	,	,	PUNCT
gssr-621	1244	4	energy	energy	NOUN
gssr-621	1244	5	production	production	NOUN
gssr-621	1244	6	and	and	CCONJ
gssr-621	1244	7	regulation	regulation	NOUN
gssr-621	1244	8	of	of	ADP
gssr-621	1244	9	cellular	cellular	ADJ
gssr-621	1244	10	and	and	CCONJ
gssr-621	1244	11	whole	whole	ADJ
gssr-621	1244	12	-	-	PUNCT
gssr-621	1244	13	body	body	NOUN
gssr-621	1244	14	metabolism	metabolism	NOUN
gssr-621	1244	15	.	.	PUNCT
gssr-621	1245	1	journal	journal	NOUN
gssr-621	1245	2	of	of	ADP
gssr-621	1245	3	australian	australian	ADJ
gssr-621	1245	4	college	college	NOUN
gssr-621	1245	5	of	of	ADP
gssr-621	1245	6	nutritional	nutritional	ADJ
gssr-621	1245	7	and	and	CCONJ
gssr-621	1245	8	environmental	environmental	ADJ
gssr-621	1245	9	medicine	medicine	NOUN
gssr-621	1245	10	,	,	PUNCT
gssr-621	1245	11	39(1	39(1	NUM
gssr-621	1245	12	)	)	PUNCT
gssr-621	1245	13	,	,	PUNCT
gssr-621	1245	14	29–33	29–33	NUM
gssr-621	1245	15	.	.	PUNCT
gssr-621	1246	1	10.1128	10.1128	NUM
gssr-621	1246	2	/	/	SYM
gssr-621	1246	3	jb.115.3.937	jb.115.3.937	NOUN
gssr-621	1246	4	-	-	PUNCT
gssr-621	1246	5	942.1973	942.1973	NUM
gssr-621	1246	6	patane	patane	NOUN
gssr-621	1246	7	,	,	PUNCT
gssr-621	1246	8	a.	a.	PROPN
gssr-621	1246	9	,	,	PUNCT
gssr-621	1246	10	jansen	jansen	PROPN
gssr-621	1246	11	,	,	PUNCT
gssr-621	1246	12	g.	g.	PROPN
gssr-621	1246	13	,	,	PUNCT
gssr-621	1246	14	conca	conca	PROPN
gssr-621	1246	15	,	,	PUNCT
gssr-621	1246	16	p.	p.	NOUN
gssr-621	1246	17	,	,	PUNCT
gssr-621	1246	18	carapezza	carapezza	NOUN
gssr-621	1246	19	,	,	PUNCT
gssr-621	1246	20	g.	g.	PROPN
gssr-621	1246	21	,	,	PUNCT
gssr-621	1246	22	costanza	costanza	PROPN
gssr-621	1246	23	,	,	PUNCT
gssr-621	1246	24	j.	j.	PROPN
gssr-621	1246	25	,	,	PUNCT
gssr-621	1246	26	&	&	CCONJ
gssr-621	1246	27	nicosia	nicosia	PROPN
gssr-621	1246	28	,	,	PUNCT
gssr-621	1246	29	g.	g.	PROPN
gssr-621	1246	30	(	(	PUNCT
gssr-621	1246	31	2019	2019	NUM
gssr-621	1246	32	)	)	PUNCT
gssr-621	1246	33	.	.	PUNCT
gssr-621	1247	1	multi	multi	ADJ
gssr-621	1247	2	-	-	ADJ
gssr-621	1247	3	objective	objective	ADJ
gssr-621	1247	4	optimization	optimization	NOUN
gssr-621	1247	5	of	of	ADP
gssr-621	1247	6	genome	genome	NOUN
gssr-621	1247	7	-	-	PUNCT
gssr-621	1247	8	scale	scale	NOUN
gssr-621	1247	9	metabolic	metabolic	NOUN
gssr-621	1247	10	models	model	NOUN
gssr-621	1247	11	:	:	PUNCT
gssr-621	1247	12	the	the	DET
gssr-621	1247	13	case	case	NOUN
gssr-621	1247	14	of	of	ADP
gssr-621	1247	15	ethanol	ethanol	NOUN
gssr-621	1247	16	production	production	NOUN
gssr-621	1247	17	.	.	PUNCT
gssr-621	1248	1	annals	annal	NOUN
gssr-621	1248	2	of	of	ADP
gssr-621	1248	3	operation	operation	NOUN
gssr-621	1248	4	research	research	NOUN
gssr-621	1248	5	,	,	PUNCT
gssr-621	1248	6	276	276	NUM
gssr-621	1248	7	,	,	PUNCT
gssr-621	1248	8	211–227	211–227	NUM
gssr-621	1248	9	.	.	PUNCT
gssr-621	1249	1	https://doi.org/10.1007/s10479-018-2865-4	https://doi.org/10.1007/s10479-018-2865-4	PROPN
gssr-621	1249	2	pereira	pereira	PROPN
gssr-621	1249	3	,	,	PUNCT
gssr-621	1249	4	l.	l.	PROPN
gssr-621	1249	5	m.	m.	PROPN
gssr-621	1249	6	s.	s.	PROPN
gssr-621	1249	7	,	,	PUNCT
gssr-621	1249	8	milan	milan	PROPN
gssr-621	1249	9	,	,	PUNCT
gssr-621	1249	10	t.	t.	NOUN
gssr-621	1249	11	m.	m.	NOUN
gssr-621	1249	12	,	,	PUNCT
gssr-621	1249	13	&	&	CCONJ
gssr-621	1249	14	tapia	tapia	PROPN
gssr-621	1249	15	-	-	PUNCT
gssr-621	1249	16	blacido	blacido	PROPN
gssr-621	1249	17	,	,	PUNCT
gssr-621	1249	18	d.	d.	PROPN
gssr-621	1249	19	r.	r.	PROPN
gssr-621	1249	20	(	(	PUNCT
gssr-621	1249	21	2021	2021	NUM
gssr-621	1249	22	)	)	PUNCT
gssr-621	1249	23	.	.	PUNCT
gssr-621	1250	1	using	use	VERB
gssr-621	1250	2	response	response	NOUN
gssr-621	1250	3	surface	surface	NOUN
gssr-621	1250	4	methodology	methodology	NOUN
gssr-621	1250	5	(	(	PUNCT
gssr-621	1250	6	rsm	rsm	PROPN
gssr-621	1250	7	)	)	PUNCT
gssr-621	1250	8	to	to	PART
gssr-621	1250	9	optimize	optimize	VERB
gssr-621	1250	10	2	2	NUM
gssr-621	1250	11	g	g	NOUN
gssr-621	1250	12	bioethanol	bioethanol	NOUN
gssr-621	1250	13	production	production	NOUN
gssr-621	1250	14	:	:	PUNCT
gssr-621	1250	15	a	a	DET
gssr-621	1250	16	review	review	NOUN
gssr-621	1250	17	.	.	PUNCT
gssr-621	1251	1	biomass	biomass	NOUN
gssr-621	1251	2	and	and	CCONJ
gssr-621	1251	3	bioenergy	bioenergy	NOUN
gssr-621	1251	4	,	,	PUNCT
gssr-621	1251	5	151(106166	151(106166	NUM
gssr-621	1251	6	)	)	PUNCT
gssr-621	1251	7	,	,	PUNCT
gssr-621	1251	8	1–56	1–56	PROPN
gssr-621	1251	9	.	.	PUNCT
gssr-621	1252	1	https://www.sciencedirect.com/science/article/pii/s0961953421002026	https://www.sciencedirect.com/science/article/pii/s0961953421002026	PROPN
gssr-621	1252	2	premjet	premjet	PROPN
gssr-621	1252	3	,	,	PUNCT
gssr-621	1252	4	d.	d.	PROPN
gssr-621	1252	5	,	,	PUNCT
gssr-621	1252	6	wongleang	wongleang	PROPN
gssr-621	1252	7	,	,	PUNCT
gssr-621	1252	8	s.	s.	PROPN
gssr-621	1252	9	,	,	PUNCT
gssr-621	1252	10	&	&	CCONJ
gssr-621	1252	11	premjet	premjet	PROPN
gssr-621	1252	12	,	,	PUNCT
gssr-621	1252	13	s.	s.	PROPN
gssr-621	1252	14	(	(	PUNCT
gssr-621	1252	15	2022	2022	NUM
gssr-621	1252	16	)	)	PUNCT
gssr-621	1252	17	.	.	PUNCT
gssr-621	1253	1	enhancing	enhance	VERB
gssr-621	1253	2	glucose	glucose	NOUN
gssr-621	1253	3	recovery	recovery	NOUN
gssr-621	1253	4	from	from	ADP
gssr-621	1253	5	hibiscus	hibiscus	PROPN
gssr-621	1253	6	cannabinus	cannabinus	PROPN
gssr-621	1253	7	l.	l.	NOUN
gssr-621	1253	8	through	through	ADP
gssr-621	1253	9	phosphoric	phosphoric	ADJ
gssr-621	1253	10	acid	acid	NOUN
gssr-621	1253	11	pretreatment	pretreatment	NOUN
gssr-621	1253	12	.	.	PUNCT
gssr-621	1254	1	in	in	ADP
gssr-621	1254	2	m.	m.	PROPN
gssr-621	1254	3	f.	f.	PROPN
gssr-621	1254	4	ibrahim	ibrahim	PROPN
gssr-621	1254	5	,	,	PUNCT
gssr-621	1254	6	s.	s.	PROPN
gssr-621	1254	7	abd	abd	PROPN
gssr-621	1254	8	-	-	PROPN
gssr-621	1254	9	aziz	aziz	PROPN
gssr-621	1254	10	,	,	PUNCT
gssr-621	1254	11	&	&	CCONJ
gssr-621	1254	12	j.	j.	PROPN
gssr-621	1254	13	idris	idris	PROPN
gssr-621	1254	14	(	(	PUNCT
gssr-621	1254	15	eds	eds	PROPN
gssr-621	1254	16	.	.	PUNCT
gssr-621	1254	17	)	)	PUNCT
gssr-621	1254	18	,	,	PUNCT
gssr-621	1254	19	energies	energy	NOUN
gssr-621	1254	20	(	(	PUNCT
gssr-621	1254	21	vol	vol	NOUN
gssr-621	1254	22	.	.	PROPN
gssr-621	1254	23	15	15	NUM
gssr-621	1254	24	,	,	PUNCT
gssr-621	1254	25	issue	issue	NOUN
gssr-621	1254	26	7573	7573	NUM
gssr-621	1254	27	,	,	PUNCT
gssr-621	1254	28	pp	pp	ADJ
gssr-621	1254	29	.	.	PUNCT
gssr-621	1254	30	1–15	1–15	NUM
gssr-621	1254	31	)	)	PUNCT
gssr-621	1254	32	.	.	PUNCT
gssr-621	1255	1	multidisciplinary	multidisciplinary	ADJ
gssr-621	1255	2	digital	digital	PROPN
gssr-621	1255	3	publishing	publishing	PROPN
gssr-621	1255	4	institute	institute	PROPN
gssr-621	1255	5	(	(	PUNCT
gssr-621	1255	6	mdpi	mdpi	PROPN
gssr-621	1255	7	)	)	PUNCT
gssr-621	1255	8	.	.	PUNCT
gssr-621	1256	1	https://doi.org/10.3390/en15207573	https://doi.org/10.3390/en15207573	PRON
gssr-621	1257	1	prithviraj	prithviraj	PROPN
gssr-621	1257	2	,	,	PUNCT
gssr-621	1257	3	s.	s.	PROPN
gssr-621	1257	4	r.	r.	PROPN
gssr-621	1257	5	,	,	PUNCT
gssr-621	1257	6	nitesh	nitesh	PROPN
gssr-621	1257	7	,	,	PUNCT
gssr-621	1257	8	k.	k.	PROPN
gssr-621	1257	9	i.	i.	PROPN
gssr-621	1257	10	,	,	PUNCT
gssr-621	1257	11	niranjan	niranjan	PROPN
gssr-621	1257	12	,	,	PUNCT
gssr-621	1257	13	c.	c.	PROPN
gssr-621	1257	14	,	,	PUNCT
gssr-621	1257	15	praveen	praveen	PROPN
gssr-621	1257	16	,	,	PUNCT
gssr-621	1257	17	r.	r.	PROPN
gssr-621	1257	18	,	,	PUNCT
gssr-621	1257	19	&	&	CCONJ
gssr-621	1257	20	ahmed	ahmed	PROPN
gssr-621	1257	21	,	,	PUNCT
gssr-621	1257	22	m.	m.	PROPN
gssr-621	1257	23	r.	r.	PROPN
gssr-621	1257	24	(	(	PUNCT
gssr-621	1257	25	2020	2020	NUM
gssr-621	1257	26	)	)	PUNCT
gssr-621	1257	27	.	.	PUNCT
gssr-621	1258	1	technological	technological	ADJ
gssr-621	1258	2	advances	advance	NOUN
gssr-621	1258	3	in	in	ADP
gssr-621	1258	4	agriculture	agriculture	NOUN
gssr-621	1258	5	from	from	ADP
gssr-621	1258	6	pre	pre	ADJ
gssr-621	1258	7	-	-	ADJ
gssr-621	1258	8	processing	processing	NOUN
gssr-621	1258	9	of	of	ADP
gssr-621	1258	10	land	land	NOUN
gssr-621	1258	11	management	management	NOUN
gssr-621	1258	12	to	to	ADP
gssr-621	1258	13	post	post	ADJ
gssr-621	1258	14	-	-	ADJ
gssr-621	1258	15	harvest	harvest	ADJ
gssr-621	1258	16	management	management	NOUN
gssr-621	1258	17	:	:	PUNCT
gssr-621	1258	18	a	a	DET
gssr-621	1258	19	critical	critical	ADJ
gssr-621	1258	20	review	review	NOUN
gssr-621	1258	21	.	.	PUNCT
gssr-621	1259	1	international	international	ADJ
gssr-621	1259	2	journal	journal	NOUN
gssr-621	1259	3	of	of	ADP
gssr-621	1259	4	advance	advance	NOUN
gssr-621	1259	5	science	science	NOUN
gssr-621	1259	6	and	and	CCONJ
gssr-621	1259	7	technology	technology	NOUN
gssr-621	1259	8	,	,	PUNCT
gssr-621	1259	9	29(10s	29(10s	NUM
gssr-621	1259	10	)	)	PUNCT
gssr-621	1259	11	,	,	PUNCT
gssr-621	1259	12	3055–3067	3055–3067	NUM
gssr-621	1259	13	.	.	PUNCT
gssr-621	1259	14	ramos	ramos	PROPN
gssr-621	1259	15	,	,	PUNCT
gssr-621	1259	16	p.	p.	NOUN
gssr-621	1259	17	a.	a.	PROPN
gssr-621	1259	18	,	,	PUNCT
gssr-621	1259	19	lytle	lytle	PROPN
gssr-621	1259	20	,	,	PUNCT
gssr-621	1259	21	k.	k.	PROPN
gssr-621	1259	22	a.	a.	PROPN
gssr-621	1259	23	,	,	PUNCT
gssr-621	1259	24	delivanis	delivanis	PROPN
gssr-621	1259	25	,	,	PUNCT
gssr-621	1259	26	d.	d.	PROPN
gssr-621	1259	27	,	,	PUNCT
gssr-621	1259	28	nielsen	nielsen	PROPN
gssr-621	1259	29	,	,	PUNCT
gssr-621	1259	30	s.	s.	PROPN
gssr-621	1259	31	,	,	PUNCT
gssr-621	1259	32	lebrasseur	lebrasseur	PROPN
gssr-621	1259	33	,	,	PUNCT
gssr-621	1259	34	n.	n.	PROPN
gssr-621	1259	35	k.	k.	PROPN
gssr-621	1259	36	,	,	PUNCT
gssr-621	1259	37	&	&	CCONJ
gssr-621	1259	38	jensen	jensen	PROPN
gssr-621	1259	39	,	,	PUNCT
gssr-621	1259	40	m.	m.	PROPN
gssr-621	1259	41	d.	d.	PROPN
gssr-621	1259	42	(	(	PUNCT
gssr-621	1259	43	2021	2021	NUM
gssr-621	1259	44	)	)	PUNCT
gssr-621	1259	45	.	.	PUNCT
gssr-621	1260	1	insulinstimulated	insulinstimulate	VERB
gssr-621	1260	2	muscle	muscle	NOUN
gssr-621	1260	3	glucose	glucose	NOUN
gssr-621	1260	4	uptake	uptake	ADJ
gssr-621	1260	5	and	and	CCONJ
gssr-621	1260	6	insulin	insulin	NOUN
gssr-621	1260	7	signaling	signal	VERB
gssr-621	1260	8	in	in	ADP
gssr-621	1260	9	lean	lean	ADJ
gssr-621	1260	10	and	and	CCONJ
gssr-621	1260	11	obese	obese	ADJ
gssr-621	1260	12	humans	human	NOUN
gssr-621	1260	13	.	.	PUNCT
gssr-621	1261	1	the	the	DET
gssr-621	1261	2	journal	journal	NOUN
gssr-621	1261	3	of	of	ADP
gssr-621	1261	4	clinical	clinical	ADJ
gssr-621	1261	5	endocrinology	endocrinology	NOUN
gssr-621	1261	6	&	&	CCONJ
gssr-621	1261	7	metabolism	metabolism	NOUN
gssr-621	1261	8	(	(	PUNCT
gssr-621	1261	9	jcem	jcem	NOUN
gssr-621	1261	10	)	)	PUNCT
gssr-621	1261	11	,	,	PUNCT
gssr-621	1261	12	106(4	106(4	NUM
gssr-621	1261	13	)	)	PUNCT
gssr-621	1261	14	,	,	PUNCT
gssr-621	1261	15	1631–1646	1631–1646	NUM
gssr-621	1261	16	.	.	PUNCT
gssr-621	1261	17	https://doi.org/10.1210/clinem/dgaa919	https://doi.org/10.1210/clinem/dgaa919	PROPN
gssr-621	1261	18	rationalized	rationalize	VERB
gssr-621	1261	19	.	.	PUNCT
gssr-621	1262	1	(	(	PUNCT
gssr-621	1262	2	2023	2023	NUM
gssr-621	1262	3	)	)	PUNCT
gssr-621	1262	4	.	.	PUNCT
gssr-621	1263	1	biomolecules	biomolecule	NOUN
gssr-621	1263	2	.	.	PUNCT
gssr-621	1264	1	in	in	ADP
gssr-621	1264	2	chemistry	chemistry	NOUN
gssr-621	1264	3	(	(	PUNCT
gssr-621	1264	4	pp	pp	ADJ
gssr-621	1264	5	.	.	PUNCT
gssr-621	1265	1	280–302	280–302	NUM
gssr-621	1265	2	)	)	PUNCT
gssr-621	1265	3	.	.	PUNCT
gssr-621	1266	1	ncert	ncert	PROPN
gssr-621	1266	2	.	.	PUNCT
gssr-621	1267	1	recek	recek	PROPN
gssr-621	1267	2	,	,	PUNCT
gssr-621	1267	3	n.	n.	NOUN
gssr-621	1267	4	,	,	PUNCT
gssr-621	1267	5	zhou	zhou	PROPN
gssr-621	1267	6	,	,	PUNCT
gssr-621	1267	7	r.	r.	PROPN
gssr-621	1267	8	,	,	PUNCT
gssr-621	1267	9	zhou	zhou	PROPN
gssr-621	1267	10	,	,	PUNCT
gssr-621	1267	11	r.	r.	PROPN
gssr-621	1267	12	,	,	PUNCT
gssr-621	1267	13	te’o	te’o	PROPN
gssr-621	1267	14	,	,	PUNCT
gssr-621	1267	15	v.	v.	PROPN
gssr-621	1267	16	s.	s.	PROPN
gssr-621	1267	17	j.	j.	PROPN
gssr-621	1267	18	,	,	PUNCT
gssr-621	1267	19	speight	speight	PROPN
gssr-621	1267	20	,	,	PUNCT
gssr-621	1267	21	r.	r.	PROPN
gssr-621	1267	22	e.	e.	PROPN
gssr-621	1267	23	,	,	PUNCT
gssr-621	1267	24	mozetic	mozetic	ADJ
gssr-621	1267	25	,	,	PUNCT
gssr-621	1267	26	m.	m.	NOUN
gssr-621	1267	27	,	,	PUNCT
gssr-621	1267	28	vesel	vesel	NOUN
gssr-621	1267	29	,	,	PUNCT
gssr-621	1267	30	a.	a.	NOUN
gssr-621	1267	31	,	,	PUNCT
gssr-621	1267	32	cvelbar	cvelbar	NOUN
gssr-621	1267	33	,	,	PUNCT
gssr-621	1267	34	u.	u.	PROPN
gssr-621	1267	35	,	,	PUNCT
gssr-621	1267	36	bazaka	bazaka	PROPN
gssr-621	1267	37	,	,	PUNCT
gssr-621	1267	38	k.	k.	PROPN
gssr-621	1267	39	,	,	PUNCT
gssr-621	1267	40	&	&	CCONJ
gssr-621	1267	41	ostrikov	ostrikov	PROPN
gssr-621	1267	42	,	,	PUNCT
gssr-621	1267	43	k.	k.	PROPN
gssr-621	1267	44	k.	k.	PROPN
gssr-621	1267	45	(	(	PUNCT
gssr-621	1267	46	2018	2018	NUM
gssr-621	1267	47	)	)	PUNCT
gssr-621	1267	48	.	.	PUNCT
gssr-621	1268	1	improved	improve	VERB
gssr-621	1268	2	fermentation	fermentation	NOUN
gssr-621	1268	3	efficiency	efficiency	NOUN
gssr-621	1268	4	of	of	ADP
gssr-621	1268	5	s.	s.	PROPN
gssr-621	1268	6	cerevisiae	cerevisiae	PROPN
gssr-621	1268	7	by	by	ADP
gssr-621	1268	8	changing	change	VERB
gssr-621	1268	9	glycolytic	glycolytic	ADJ
gssr-621	1268	10	metabolic	metabolic	NOUN
gssr-621	1268	11	pathways	pathway	NOUN
gssr-621	1268	12	with	with	ADP
gssr-621	1268	13	plasma	plasma	NOUN
gssr-621	1268	14	agitation	agitation	NOUN
gssr-621	1268	15	.	.	PUNCT
gssr-621	1269	1	science	science	NOUN
gssr-621	1269	2	reports	report	NOUN
gssr-621	1269	3	,	,	PUNCT
gssr-621	1269	4	8(8252	8(8252	NUM
gssr-621	1269	5	)	)	PUNCT
gssr-621	1269	6	,	,	PUNCT
gssr-621	1269	7	1–13	1–13	PROPN
gssr-621	1269	8	.	.	PUNCT
gssr-621	1270	1	https://doi.org/10.1038/s41598-018-26227-5	https://doi.org/10.1038/s41598-018-26227-5	NUM
gssr-621	1270	2	remesar	remesar	NOUN
gssr-621	1270	3	,	,	PUNCT
gssr-621	1270	4	x.	x.	NOUN
gssr-621	1270	5	,	,	PUNCT
gssr-621	1270	6	&	&	CCONJ
gssr-621	1270	7	alemany	alemany	PROPN
gssr-621	1270	8	,	,	PUNCT
gssr-621	1270	9	m.	m.	NOUN
gssr-621	1270	10	(	(	PUNCT
gssr-621	1270	11	2020	2020	NUM
gssr-621	1270	12	)	)	PUNCT
gssr-621	1270	13	.	.	PUNCT
gssr-621	1271	1	dietary	dietary	ADJ
gssr-621	1271	2	energy	energy	NOUN
gssr-621	1271	3	partition	partition	NOUN
gssr-621	1271	4	:	:	PUNCT
gssr-621	1271	5	the	the	DET
gssr-621	1271	6	central	central	ADJ
gssr-621	1271	7	role	role	NOUN
gssr-621	1271	8	of	of	ADP
gssr-621	1271	9	glucose	glucose	NOUN
gssr-621	1271	10	.	.	PUNCT
gssr-621	1272	1	international	international	ADJ
gssr-621	1272	2	journal	journal	NOUN
gssr-621	1272	3	of	of	ADP
gssr-621	1272	4	molecular	molecular	ADJ
gssr-621	1272	5	sciences	science	NOUN
gssr-621	1272	6	,	,	PUNCT
gssr-621	1272	7	21(7729	21(7729	NUM
gssr-621	1272	8	)	)	PUNCT
gssr-621	1272	9	,	,	PUNCT
gssr-621	1272	10	1–38	1–38	PROPN
gssr-621	1272	11	.	.	PUNCT
gssr-621	1273	1	https://doi.org/10.3390/ijms21207729	https://doi.org/10.3390/ijms21207729	PROPN
gssr-621	1273	2	riaukaite	riaukaite	PROPN
gssr-621	1273	3	,	,	PUNCT
gssr-621	1273	4	j.	j.	PROPN
gssr-621	1273	5	,	,	PUNCT
gssr-621	1273	6	basinskiene	basinskiene	PROPN
gssr-621	1273	7	,	,	PUNCT
gssr-621	1273	8	l.	l.	PROPN
gssr-621	1273	9	,	,	PUNCT
gssr-621	1273	10	&	&	CCONJ
gssr-621	1273	11	syrpas	syrpas	PROPN
gssr-621	1273	12	,	,	PUNCT
gssr-621	1273	13	m.	m.	NOUN
gssr-621	1273	14	(	(	PUNCT
gssr-621	1273	15	2019	2019	NUM
gssr-621	1273	16	)	)	PUNCT
gssr-621	1273	17	.	.	PUNCT
gssr-621	1274	1	bioconversion	bioconversion	NOUN
gssr-621	1274	2	of	of	ADP
gssr-621	1274	3	waste	waste	NOUN
gssr-621	1274	4	bread	bread	NOUN
gssr-621	1274	5	to	to	PART
gssr-621	1274	6	glucose	glucose	VERB
gssr-621	1274	7	fructose	fructose	ADJ
gssr-621	1274	8	syrup	syrup	NOUN
gssr-621	1274	9	as	as	ADP
gssr-621	1274	10	a	a	DET
gssr-621	1274	11	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV
gssr-621	1274	12	global	global	ADJ
gssr-621	1274	13	sustainability	sustainability	NOUN
gssr-621	1274	14	research	research	NOUN
gssr-621	1274	15	global	global	ADJ
gssr-621	1274	16	scientific	scientific	ADJ
gssr-621	1274	17	research	research	NOUN
gssr-621	1274	18	122	122	NUM
gssr-621	1274	19	value	value	NOUN
gssr-621	1274	20	-	-	PUNCT
gssr-621	1274	21	added	add	VERB
gssr-621	1274	22	product	product	NOUN
gssr-621	1274	23	.	.	PUNCT
gssr-621	1275	1	foodbalt	foodbalt	NOUN
gssr-621	1275	2	,	,	PUNCT
gssr-621	1275	3	120–124	120–124	NUM
gssr-621	1275	4	.	.	PUNCT
gssr-621	1276	1	https://doi.org/10.22616/foodbalt.2019.015	https://doi.org/10.22616/foodbalt.2019.015	PROPN
gssr-621	1276	2	richter	richter	PROPN
gssr-621	1276	3	,	,	PUNCT
gssr-621	1276	4	l.	l.	PROPN
gssr-621	1276	5	r.	r.	PROPN
gssr-621	1276	6	,	,	PUNCT
gssr-621	1276	7	albert	albert	PROPN
gssr-621	1276	8	,	,	PUNCT
gssr-621	1276	9	b.	b.	PROPN
gssr-621	1276	10	i.	i.	PROPN
gssr-621	1276	11	,	,	PUNCT
gssr-621	1276	12	zhang	zhang	PROPN
gssr-621	1276	13	,	,	PUNCT
gssr-621	1276	14	l.	l.	PROPN
gssr-621	1276	15	,	,	PUNCT
gssr-621	1276	16	ostropolets	ostropolet	NOUN
gssr-621	1276	17	,	,	PUNCT
gssr-621	1276	18	a.	a.	NOUN
gssr-621	1276	19	,	,	PUNCT
gssr-621	1276	20	zitsman	zitsman	NOUN
gssr-621	1276	21	,	,	PUNCT
gssr-621	1276	22	j.	j.	PROPN
gssr-621	1276	23	l.	l.	PROPN
gssr-621	1276	24	,	,	PUNCT
gssr-621	1276	25	fennoy	fennoy	VERB
gssr-621	1276	26	,	,	PUNCT
gssr-621	1276	27	i.	i.	NOUN
gssr-621	1276	28	,	,	PUNCT
gssr-621	1276	29	albers	albers	PROPN
gssr-621	1276	30	,	,	PUNCT
gssr-621	1276	31	d.	d.	PROPN
gssr-621	1276	32	j.	j.	PROPN
gssr-621	1276	33	,	,	PUNCT
gssr-621	1276	34	&	&	CCONJ
gssr-621	1276	35	hripcsak	hripcsak	PROPN
gssr-621	1276	36	,	,	PUNCT
gssr-621	1276	37	g.	g.	PROPN
gssr-621	1276	38	(	(	PUNCT
gssr-621	1276	39	2022	2022	NUM
gssr-621	1276	40	)	)	PUNCT
gssr-621	1276	41	.	.	PUNCT
gssr-621	1277	1	data	datum	NOUN
gssr-621	1277	2	assimilation	assimilation	NOUN
gssr-621	1277	3	on	on	ADP
gssr-621	1277	4	mechanistic	mechanistic	ADJ
gssr-621	1277	5	models	model	NOUN
gssr-621	1277	6	of	of	ADP
gssr-621	1277	7	glucose	glucose	NOUN
gssr-621	1277	8	metabolism	metabolism	NOUN
gssr-621	1277	9	predicts	predict	VERB
gssr-621	1277	10	glycemic	glycemic	ADJ
gssr-621	1277	11	states	state	NOUN
gssr-621	1277	12	in	in	ADP
gssr-621	1277	13	adolescents	adolescent	NOUN
gssr-621	1277	14	following	follow	VERB
gssr-621	1277	15	bariatric	bariatric	ADJ
gssr-621	1277	16	surgery	surgery	NOUN
gssr-621	1277	17	.	.	PUNCT
gssr-621	1278	1	in	in	ADP
gssr-621	1278	2	c.	c.	PROPN
gssr-621	1278	3	d.	d.	PROPN
gssr-621	1278	4	behn	behn	PROPN
gssr-621	1278	5	,	,	PUNCT
gssr-621	1278	6	j.	j.	PROPN
gssr-621	1278	7	r.	r.	PROPN
gssr-621	1278	8	ryder	ryder	PROPN
gssr-621	1278	9	,	,	PUNCT
gssr-621	1278	10	r.	r.	PROPN
gssr-621	1278	11	ding	ding	PROPN
gssr-621	1278	12	,	,	PUNCT
gssr-621	1278	13	&	&	CCONJ
gssr-621	1278	14	s.	s.	PROPN
gssr-621	1278	15	singh	singh	PROPN
gssr-621	1278	16	(	(	PUNCT
gssr-621	1278	17	eds	ed	NOUN
gssr-621	1278	18	.	.	PUNCT
gssr-621	1278	19	)	)	PUNCT
gssr-621	1278	20	,	,	PUNCT
gssr-621	1278	21	frontiers	frontier	NOUN
gssr-621	1278	22	in	in	ADP
gssr-621	1278	23	biology	biology	NOUN
gssr-621	1278	24	(	(	PUNCT
gssr-621	1278	25	pp	pp	ADJ
gssr-621	1278	26	.	.	PUNCT
gssr-621	1278	27	1–20	1–20	NUM
gssr-621	1278	28	)	)	PUNCT
gssr-621	1278	29	.	.	PUNCT
gssr-621	1279	1	https://doi.org/10.4489/fphys.2022.923704	https://doi.org/10.4489/fphys.2022.923704	PROPN
gssr-621	1279	2	rocha	rocha	PROPN
gssr-621	1279	3	,	,	PUNCT
gssr-621	1279	4	r.	r.	PROPN
gssr-621	1279	5	a.	a.	PROPN
gssr-621	1279	6	,	,	PUNCT
gssr-621	1279	7	speight	speight	PROPN
gssr-621	1279	8	,	,	PUNCT
gssr-621	1279	9	r.	r.	PROPN
gssr-621	1279	10	e.	e.	PROPN
gssr-621	1279	11	,	,	PUNCT
gssr-621	1279	12	&	&	CCONJ
gssr-621	1279	13	scott	scott	PROPN
gssr-621	1279	14	,	,	PUNCT
gssr-621	1279	15	c.	c.	PROPN
gssr-621	1279	16	(	(	PUNCT
gssr-621	1279	17	2022	2022	NUM
gssr-621	1279	18	)	)	PUNCT
gssr-621	1279	19	.	.	PUNCT
gssr-621	1280	1	engineering	engineer	VERB
gssr-621	1280	2	enzyme	enzyme	NOUN
gssr-621	1280	3	properties	property	NOUN
gssr-621	1280	4	for	for	ADP
gssr-621	1280	5	improved	improved	ADJ
gssr-621	1280	6	biocatalytic	biocatalytic	NOUN
gssr-621	1280	7	processes	process	NOUN
gssr-621	1280	8	in	in	ADP
gssr-621	1280	9	batch	batch	NOUN
gssr-621	1280	10	and	and	CCONJ
gssr-621	1280	11	continuous	continuous	ADJ
gssr-621	1280	12	flow	flow	NOUN
gssr-621	1280	13	.	.	PUNCT
gssr-621	1281	1	organic	organic	ADJ
gssr-621	1281	2	process	process	NOUN
gssr-621	1281	3	research	research	NOUN
gssr-621	1281	4	and	and	CCONJ
gssr-621	1281	5	development	development	NOUN
gssr-621	1281	6	,	,	PUNCT
gssr-621	1281	7	26(7	26(7	NOUN
gssr-621	1281	8	)	)	PUNCT
gssr-621	1281	9	,	,	PUNCT
gssr-621	1281	10	1914–1924	1914–1924	NUM
gssr-621	1281	11	.	.	PUNCT
gssr-621	1282	1	https://doi.org/10.1021/acs.oprd.1c00424	https://doi.org/10.1021/acs.oprd.1c00424	PROPN
gssr-621	1282	2	roslan	roslan	NOUN
gssr-621	1282	3	,	,	PUNCT
gssr-621	1282	4	n.	n.	PROPN
gssr-621	1282	5	s.	s.	PROPN
gssr-621	1282	6	h.	h.	PROPN
gssr-621	1282	7	c.	c.	PROPN
gssr-621	1282	8	,	,	PUNCT
gssr-621	1282	9	&	&	CCONJ
gssr-621	1282	10	salimi	salimi	PROPN
gssr-621	1282	11	,	,	PUNCT
gssr-621	1282	12	m.	m.	NOUN
gssr-621	1282	13	n.	n.	PROPN
gssr-621	1282	14	(	(	PUNCT
gssr-621	1282	15	2019	2019	NUM
gssr-621	1282	16	)	)	PUNCT
gssr-621	1282	17	.	.	PUNCT
gssr-621	1283	1	glucose	glucose	NOUN
gssr-621	1283	2	production	production	NOUN
gssr-621	1283	3	from	from	ADP
gssr-621	1283	4	sugarcane	sugarcane	NOUN
gssr-621	1283	5	bagasse	bagasse	NOUN
gssr-621	1283	6	by	by	ADP
gssr-621	1283	7	two	two	NUM
gssr-621	1283	8	stages	stage	NOUN
gssr-621	1283	9	chemical	chemical	NOUN
gssr-621	1283	10	pretreatment	pretreatment	NOUN
gssr-621	1283	11	&	&	CCONJ
gssr-621	1283	12	hydrolysis	hydrolysis	NOUN
gssr-621	1283	13	.	.	PUNCT
gssr-621	1284	1	1st	1st	ADJ
gssr-621	1284	2	international	international	ADJ
gssr-621	1284	3	conference	conference	NOUN
gssr-621	1284	4	functional	functional	ADJ
gssr-621	1284	5	and	and	CCONJ
gssr-621	1284	6	engineering	engineering	NOUN
gssr-621	1284	7	materials	material	NOUN
gssr-621	1284	8	[	[	X
gssr-621	1284	9	fem	fem	NOUN
gssr-621	1284	10	2019	2019	NUM
gssr-621	1284	11	]	]	PUNCT
gssr-621	1284	12	,	,	PUNCT
gssr-621	1284	13	743(012037	743(012037	NUM
gssr-621	1284	14	)	)	PUNCT
gssr-621	1284	15	,	,	PUNCT
gssr-621	1284	16	1–9	1–9	NOUN
gssr-621	1284	17	.	.	PUNCT
gssr-621	1285	1	https://doi.org/10.1088/1757-899x/743/1/012037	https://doi.org/10.1088/1757-899x/743/1/012037	PROPN
gssr-621	1285	2	ruiz	ruiz	NOUN
gssr-621	1285	3	,	,	PUNCT
gssr-621	1285	4	c.	c.	PROPN
gssr-621	1285	5	a.	a.	PROPN
gssr-621	1285	6	s.	s.	PROPN
gssr-621	1285	7	,	,	PUNCT
gssr-621	1285	8	baca	baca	PROPN
gssr-621	1285	9	,	,	PUNCT
gssr-621	1285	10	s.	s.	PROPN
gssr-621	1285	11	z.	z.	PROPN
gssr-621	1285	12	,	,	PUNCT
gssr-621	1285	13	vab	vab	PROPN
gssr-621	1285	14	den	den	PROPN
gssr-621	1285	15	broek	broek	PROPN
gssr-621	1285	16	,	,	PUNCT
gssr-621	1285	17	l.	l.	PROPN
gssr-621	1285	18	a.	a.	PROPN
gssr-621	1285	19	m.	m.	PROPN
gssr-621	1285	20	,	,	PUNCT
gssr-621	1285	21	van	van	PROPN
gssr-621	1285	22	den	den	PROPN
gssr-621	1285	23	berg	berg	PROPN
gssr-621	1285	24	,	,	PUNCT
gssr-621	1285	25	c.	c.	PROPN
gssr-621	1285	26	,	,	PUNCT
gssr-621	1285	27	wijffels	wijffel	NOUN
gssr-621	1285	28	,	,	PUNCT
gssr-621	1285	29	r.	r.	PROPN
gssr-621	1285	30	h.	h.	PROPN
gssr-621	1285	31	,	,	PUNCT
gssr-621	1285	32	&	&	CCONJ
gssr-621	1285	33	eppink	eppink	PROPN
gssr-621	1285	34	,	,	PUNCT
gssr-621	1285	35	m.	m.	NOUN
gssr-621	1285	36	h.	h.	PROPN
gssr-621	1285	37	m.	m.	PROPN
gssr-621	1285	38	(	(	PUNCT
gssr-621	1285	39	2020	2020	NUM
gssr-621	1285	40	)	)	PUNCT
gssr-621	1285	41	.	.	PUNCT
gssr-621	1286	1	selective	selective	ADJ
gssr-621	1286	2	fractionation	fractionation	NOUN
gssr-621	1286	3	of	of	ADP
gssr-621	1286	4	free	free	ADJ
gssr-621	1286	5	glucose	glucose	NOUN
gssr-621	1286	6	and	and	CCONJ
gssr-621	1286	7	starch	starch	NOUN
gssr-621	1286	8	from	from	ADP
gssr-621	1286	9	microalgae	microalgae	NOUN
gssr-621	1286	10	using	use	VERB
gssr-621	1286	11	aqueous	aqueous	ADJ
gssr-621	1286	12	two	two	NUM
gssr-621	1286	13	-	-	PUNCT
gssr-621	1286	14	phase	phase	NOUN
gssr-621	1286	15	systems	system	NOUN
gssr-621	1286	16	.	.	PUNCT
gssr-621	1287	1	algal	algal	ADJ
gssr-621	1287	2	research	research	NOUN
gssr-621	1287	3	,	,	PUNCT
gssr-621	1287	4	46(101801	46(101801	NUM
gssr-621	1287	5	)	)	PUNCT
gssr-621	1287	6	,	,	PUNCT
gssr-621	1287	7	1–9	1–9	PROPN
gssr-621	1287	8	.	.	PROPN
gssr-621	1287	9	https://doi.org/10.1016/j.algal.2020.101801	https://doi.org/10.1016/j.algal.2020.101801	PROPN
gssr-621	1287	10	ryan	ryan	PROPN
gssr-621	1287	11	,	,	PUNCT
gssr-621	1287	12	n.	n.	NOUN
gssr-621	1287	13	,	,	PUNCT
gssr-621	1287	14	&	&	CCONJ
gssr-621	1287	15	yaseneva	yaseneva	PROPN
gssr-621	1287	16	,	,	PUNCT
gssr-621	1287	17	p.	p.	NOUN
gssr-621	1287	18	(	(	PUNCT
gssr-621	1287	19	2021	2021	NUM
gssr-621	1287	20	)	)	PUNCT
gssr-621	1287	21	.	.	PUNCT
gssr-621	1288	1	a	a	DET
gssr-621	1288	2	critical	critical	ADJ
gssr-621	1288	3	review	review	NOUN
gssr-621	1288	4	of	of	ADP
gssr-621	1288	5	life	life	NOUN
gssr-621	1288	6	cycle	cycle	NOUN
gssr-621	1288	7	assessment	assessment	NOUN
gssr-621	1288	8	studies	study	NOUN
gssr-621	1288	9	of	of	ADP
gssr-621	1288	10	woody	woody	NOUN
gssr-621	1288	11	biomass	biomass	NOUN
gssr-621	1288	12	conversion	conversion	NOUN
gssr-621	1288	13	to	to	ADP
gssr-621	1288	14	sugars	sugar	NOUN
gssr-621	1288	15	.	.	PUNCT
gssr-621	1289	1	philosophical	philosophical	ADJ
gssr-621	1289	2	transactions	transaction	NOUN
gssr-621	1289	3	a	a	DET
gssr-621	1289	4	,	,	PUNCT
gssr-621	1289	5	379(20200335	379(20200335	NUM
gssr-621	1289	6	)	)	PUNCT
gssr-621	1289	7	,	,	PUNCT
gssr-621	1289	8	1–17	1–17	PROPN
gssr-621	1289	9	.	.	PUNCT
gssr-621	1290	1	https://doi.org/10.1098/rsta.2020.0335	https://doi.org/10.1098/rsta.2020.0335	PROPN
gssr-621	1290	2	salazar	salazar	PROPN
gssr-621	1290	3	,	,	PUNCT
gssr-621	1290	4	y.	y.	NOUN
gssr-621	1290	5	,	,	PUNCT
gssr-621	1290	6	valle	valle	NOUN
gssr-621	1290	7	,	,	PUNCT
gssr-621	1290	8	p.	p.	NOUN
gssr-621	1290	9	a.	a.	PROPN
gssr-621	1290	10	,	,	PUNCT
gssr-621	1290	11	rodriguez	rodriguez	PROPN
gssr-621	1290	12	,	,	PUNCT
gssr-621	1290	13	e.	e.	PROPN
gssr-621	1290	14	,	,	PUNCT
gssr-621	1290	15	soto	soto	PROPN
gssr-621	1290	16	-	-	PUNCT
gssr-621	1290	17	cruz	cruz	PROPN
gssr-621	1290	18	,	,	PUNCT
gssr-621	1290	19	n.	n.	NOUN
gssr-621	1290	20	,	,	PUNCT
gssr-621	1290	21	peaez	peaez	NOUN
gssr-621	1290	22	-	-	PUNCT
gssr-621	1290	23	lerma	lerma	PROPN
gssr-621	1290	24	,	,	PUNCT
gssr-621	1290	25	j.	j.	PROPN
gssr-621	1290	26	b.	b.	PROPN
gssr-621	1290	27	,	,	PUNCT
gssr-621	1290	28	&	&	CCONJ
gssr-621	1290	29	reyes	reyes	PROPN
gssr-621	1290	30	-	-	PUNCT
gssr-621	1290	31	sanchez	sanchez	PROPN
gssr-621	1290	32	,	,	PUNCT
gssr-621	1290	33	f.	f.	PROPN
gssr-621	1290	34	j.	j.	PROPN
gssr-621	1290	35	(	(	PUNCT
gssr-621	1290	36	2023	2023	NUM
gssr-621	1290	37	)	)	PUNCT
gssr-621	1290	38	.	.	PUNCT
gssr-621	1291	1	mechanistic	mechanistic	ADJ
gssr-621	1291	2	modelling	modelling	NOUN
gssr-621	1291	3	of	of	ADP
gssr-621	1291	4	biomass	biomass	NOUN
gssr-621	1291	5	growth	growth	NOUN
gssr-621	1291	6	,	,	PUNCT
gssr-621	1291	7	glucose	glucose	NOUN
gssr-621	1291	8	consumption	consumption	NOUN
gssr-621	1291	9	and	and	CCONJ
gssr-621	1291	10	ethanol	ethanol	NOUN
gssr-621	1291	11	production	production	NOUN
gssr-621	1291	12	by	by	ADP
gssr-621	1291	13	kluyveromyces	kluyveromyce	NOUN
gssr-621	1291	14	marxianus	marxianus	PROPN
gssr-621	1291	15	in	in	ADP
gssr-621	1291	16	batch	batch	NOUN
gssr-621	1291	17	fermentation	fermentation	NOUN
gssr-621	1291	18	.	.	PUNCT
gssr-621	1292	1	entropy	entropy	PROPN
gssr-621	1292	2	,	,	PUNCT
gssr-621	1292	3	25(497	25(497	NOUN
gssr-621	1292	4	)	)	PUNCT
gssr-621	1292	5	,	,	PUNCT
gssr-621	1292	6	1–36	1–36	PROPN
gssr-621	1292	7	.	.	PUNCT
gssr-621	1293	1	https://doi.org/10.3390/e25030497	https://doi.org/10.3390/e25030497	NUM
gssr-621	1293	2	salim	salim	PROPN
gssr-621	1293	3	,	,	PUNCT
gssr-621	1293	4	i.	i.	PROPN
gssr-621	1293	5	,	,	PUNCT
gssr-621	1293	6	gonzalez	gonzalez	PROPN
gssr-621	1293	7	-	-	PUNCT
gssr-621	1293	8	garcia	garcia	PROPN
gssr-621	1293	9	,	,	PUNCT
gssr-621	1293	10	s.	s.	PROPN
gssr-621	1293	11	,	,	PUNCT
gssr-621	1293	12	feijoo	feijoo	ADV
gssr-621	1293	13	,	,	PUNCT
gssr-621	1293	14	g.	g.	PROPN
gssr-621	1293	15	,	,	PUNCT
gssr-621	1293	16	&	&	CCONJ
gssr-621	1293	17	moreira	moreira	PROPN
gssr-621	1293	18	,	,	PUNCT
gssr-621	1293	19	m.	m.	NOUN
gssr-621	1293	20	t.	t.	PROPN
gssr-621	1293	21	(	(	PUNCT
gssr-621	1293	22	2019	2019	NUM
gssr-621	1293	23	)	)	PUNCT
gssr-621	1293	24	.	.	PUNCT
gssr-621	1294	1	assessing	assess	VERB
gssr-621	1294	2	the	the	DET
gssr-621	1294	3	environmental	environmental	ADJ
gssr-621	1294	4	sustainability	sustainability	NOUN
gssr-621	1294	5	of	of	ADP
gssr-621	1294	6	glucose	glucose	NOUN
gssr-621	1294	7	from	from	ADP
gssr-621	1294	8	wheat	wheat	NOUN
gssr-621	1294	9	as	as	ADP
gssr-621	1294	10	a	a	DET
gssr-621	1294	11	fermentation	fermentation	NOUN
gssr-621	1294	12	feedstock	feedstock	NOUN
gssr-621	1294	13	.	.	PUNCT
gssr-621	1295	1	journal	journal	PROPN
gssr-621	1295	2	of	of	ADP
gssr-621	1295	3	environmental	environmental	ADJ
gssr-621	1295	4	management	management	NOUN
gssr-621	1295	5	,	,	PUNCT
gssr-621	1295	6	247	247	NUM
gssr-621	1295	7	,	,	PUNCT
gssr-621	1295	8	323–332	323–332	NUM
gssr-621	1295	9	.	.	PUNCT
gssr-621	1296	1	https://doi.org/10.1016/j.jenvman.2019.06.46	https://doi.org/10.1016/j.jenvman.2019.06.46	PROPN
gssr-621	1296	2	salim	salim	PROPN
gssr-621	1296	3	,	,	PUNCT
gssr-621	1296	4	i.	i.	PROPN
gssr-621	1296	5	,	,	PUNCT
gssr-621	1296	6	gonzález	gonzález	PROPN
gssr-621	1296	7	-	-	PUNCT
gssr-621	1296	8	garcía	garcía	PROPN
gssr-621	1296	9	,	,	PUNCT
gssr-621	1296	10	s.	s.	PROPN
gssr-621	1296	11	,	,	PUNCT
gssr-621	1296	12	feijoo	feijoo	ADV
gssr-621	1296	13	,	,	PUNCT
gssr-621	1296	14	g.	g.	PROPN
gssr-621	1296	15	,	,	PUNCT
gssr-621	1296	16	&	&	CCONJ
gssr-621	1296	17	moreira	moreira	PROPN
gssr-621	1296	18	,	,	PUNCT
gssr-621	1296	19	m.	m.	NOUN
gssr-621	1296	20	t.	t.	PROPN
gssr-621	1296	21	(	(	PUNCT
gssr-621	1296	22	2019	2019	NUM
gssr-621	1296	23	)	)	PUNCT
gssr-621	1296	24	.	.	PUNCT
gssr-621	1297	1	assessing	assess	VERB
gssr-621	1297	2	the	the	DET
gssr-621	1297	3	environmental	environmental	ADJ
gssr-621	1297	4	sustainability	sustainability	NOUN
gssr-621	1297	5	of	of	ADP
gssr-621	1297	6	glucose	glucose	NOUN
gssr-621	1297	7	from	from	ADP
gssr-621	1297	8	wheat	wheat	NOUN
gssr-621	1297	9	as	as	ADP
gssr-621	1297	10	a	a	DET
gssr-621	1297	11	fermentation	fermentation	NOUN
gssr-621	1297	12	feedstock	feedstock	NOUN
gssr-621	1297	13	.	.	PUNCT
gssr-621	1298	1	journal	journal	PROPN
gssr-621	1298	2	of	of	ADP
gssr-621	1298	3	environmental	environmental	ADJ
gssr-621	1298	4	management	management	NOUN
gssr-621	1298	5	,	,	PUNCT
gssr-621	1298	6	6(16	6(16	NUM
gssr-621	1298	7	)	)	PUNCT
gssr-621	1298	8	,	,	PUNCT
gssr-621	1298	9	1–20	1–20	PROPN
gssr-621	1298	10	.	.	PUNCT
gssr-621	1299	1	https://doi.org/10.1016/j.jenvman.2019.06.016	https://doi.org/10.1016/j.jenvman.2019.06.016	PROPN
gssr-621	1299	2	salmi	salmi	PROPN
gssr-621	1299	3	,	,	PUNCT
gssr-621	1299	4	t.	t.	PROPN
gssr-621	1299	5	,	,	PUNCT
gssr-621	1299	6	tirronen	tirronen	PROPN
gssr-621	1299	7	,	,	PUNCT
gssr-621	1299	8	e.	e.	PROPN
gssr-621	1299	9	,	,	PUNCT
gssr-621	1299	10	mikkola	mikkola	PROPN
gssr-621	1299	11	,	,	PUNCT
gssr-621	1299	12	j.-p	j.-p	PROPN
gssr-621	1299	13	.	.	PROPN
gssr-621	1299	14	,	,	PUNCT
gssr-621	1299	15	murzin	murzin	PROPN
gssr-621	1299	16	,	,	PUNCT
gssr-621	1299	17	d.	d.	PROPN
gssr-621	1299	18	,	,	PUNCT
gssr-621	1299	19	&	&	CCONJ
gssr-621	1299	20	eta	eta	PROPN
gssr-621	1299	21	,	,	PUNCT
gssr-621	1299	22	v.	v.	PROPN
gssr-621	1299	23	(	(	PUNCT
gssr-621	1299	24	2020	2020	NUM
gssr-621	1299	25	)	)	PUNCT
gssr-621	1299	26	.	.	PUNCT
gssr-621	1300	1	a	a	DET
gssr-621	1300	2	robust	robust	ADJ
gssr-621	1300	3	method	method	NOUN
gssr-621	1300	4	for	for	ADP
gssr-621	1300	5	the	the	DET
gssr-621	1300	6	estimation	estimation	NOUN
gssr-621	1300	7	of	of	ADP
gssr-621	1300	8	kinetic	kinetic	ADJ
gssr-621	1300	9	parameters	parameter	NOUN
gssr-621	1300	10	for	for	ADP
gssr-621	1300	11	systems	system	NOUN
gssr-621	1300	12	including	include	VERB
gssr-621	1300	13	slow	slow	ADJ
gssr-621	1300	14	and	and	CCONJ
gssr-621	1300	15	rapid	rapid	ADJ
gssr-621	1300	16	reactions	reaction	NOUN
gssr-621	1300	17	—	—	PUNCT
gssr-621	1300	18	from	from	ADP
gssr-621	1300	19	differential	differential	ADJ
gssr-621	1300	20	-	-	PUNCT
gssr-621	1300	21	algebraic	algebraic	ADJ
gssr-621	1300	22	model	model	NOUN
gssr-621	1300	23	to	to	PART
gssr-621	1300	24	differential	differential	VERB
gssr-621	1300	25	model	model	NOUN
gssr-621	1300	26	.	.	PUNCT
gssr-621	1301	1	processes	process	NOUN
gssr-621	1301	2	,	,	PUNCT
gssr-621	1301	3	8(1552	8(1552	NUM
gssr-621	1301	4	)	)	PUNCT
gssr-621	1301	5	,	,	PUNCT
gssr-621	1301	6	1–16	1–16	PROPN
gssr-621	1301	7	.	.	PUNCT
gssr-621	1302	1	https://doi.org/10.3390/pr8121552	https://doi.org/10.3390/pr8121552	X
gssr-621	1302	2	sant	sant	NOUN
gssr-621	1302	3	,	,	PUNCT
gssr-621	1302	4	b.	b.	PROPN
gssr-621	1302	5	,	,	PUNCT
gssr-621	1302	6	qu	qu	PROPN
gssr-621	1302	7	,	,	PUNCT
gssr-621	1302	8	e.	e.	PROPN
gssr-621	1302	9	,	,	PUNCT
gssr-621	1302	10	federal	federal	ADJ
gssr-621	1302	11	,	,	PUNCT
gssr-621	1302	12	u.	u.	PROPN
gssr-621	1302	13	,	,	PUNCT
gssr-621	1302	14	rolfs	rolfs	PROPN
gssr-621	1302	15	,	,	PUNCT
gssr-621	1302	16	p.	p.	PROPN
gssr-621	1302	17	h.	h.	PROPN
gssr-621	1302	18	,	,	PUNCT
gssr-621	1302	19	universit	universit	PROPN
gssr-621	1302	20	,	,	PUNCT
gssr-621	1302	21	c.	c.	PROPN
gssr-621	1302	22	,	,	PUNCT
gssr-621	1302	23	doutorado	doutorado	PROPN
gssr-621	1302	24	,	,	PUNCT
gssr-621	1302	25	r.	r.	PROPN
gssr-621	1302	26	,	,	PUNCT
gssr-621	1302	27	qu	qu	PROPN
gssr-621	1302	28	,	,	PUNCT
gssr-621	1302	29	e.	e.	PROPN
gssr-621	1302	30	,	,	PUNCT
gssr-621	1302	31	federal	federal	ADJ
gssr-621	1302	32	,	,	PUNCT
gssr-621	1302	33	u.	u.	PROPN
gssr-621	1302	34	,	,	PUNCT
gssr-621	1302	35	rolfs	rolfs	PROPN
gssr-621	1302	36	,	,	PUNCT
gssr-621	1302	37	p.	p.	PROPN
gssr-621	1302	38	h.	h.	PROPN
gssr-621	1302	39	,	,	PUNCT
gssr-621	1302	40	&	&	CCONJ
gssr-621	1302	41	universit	universit	PROPN
gssr-621	1302	42	,	,	PUNCT
gssr-621	1302	43	c.	c.	PROPN
gssr-621	1302	44	(	(	PUNCT
gssr-621	1302	45	2021	2021	NUM
gssr-621	1302	46	)	)	PUNCT
gssr-621	1302	47	.	.	PUNCT
gssr-621	1303	1	optimization	optimization	NOUN
gssr-621	1303	2	and	and	CCONJ
gssr-621	1303	3	technical	technical	ADJ
gssr-621	1303	4	-	-	PUNCT
gssr-621	1303	5	economic	economic	ADJ
gssr-621	1303	6	analysis	analysis	NOUN
gssr-621	1303	7	of	of	ADP
gssr-621	1303	8	the	the	DET
gssr-621	1303	9	production	production	NOUN
gssr-621	1303	10	of	of	ADP
gssr-621	1303	11	5	5	NUM
gssr-621	1303	12	hydroxymethylfurfural	hydroxymethylfurfural	ADJ
gssr-621	1303	13	from	from	ADP
gssr-621	1303	14	glucose	glucose	NOUN
gssr-621	1303	15	.	.	PUNCT
gssr-621	1304	1	brazilian	brazilian	ADJ
gssr-621	1304	2	journal	journal	PROPN
gssr-621	1304	3	of	of	ADP
gssr-621	1304	4	development	development	NOUN
gssr-621	1304	5	(	(	PUNCT
gssr-621	1304	6	bjd	bjd	PROPN
gssr-621	1304	7	)	)	PUNCT
gssr-621	1304	8	,	,	PUNCT
gssr-621	1304	9	7(12	7(12	NUM
gssr-621	1304	10	)	)	PUNCT
gssr-621	1304	11	,	,	PUNCT
gssr-621	1304	12	120240–120262	120240–120262	NUM
gssr-621	1304	13	.	.	PUNCT
gssr-621	1305	1	https://doi.org/10.34117/bjdv7n12-677	https://doi.org/10.34117/bjdv7n12-677	PROPN
gssr-621	1305	2	schiano	schiano	PROPN
gssr-621	1305	3	,	,	PUNCT
gssr-621	1305	4	e.	e.	PROPN
gssr-621	1305	5	,	,	PUNCT
gssr-621	1305	6	maisto	maisto	NOUN
gssr-621	1305	7	,	,	PUNCT
gssr-621	1305	8	m.	m.	NOUN
gssr-621	1305	9	,	,	PUNCT
gssr-621	1305	10	piccolo	piccolo	NOUN
gssr-621	1305	11	,	,	PUNCT
gssr-621	1305	12	v.	v.	PROPN
gssr-621	1305	13	,	,	PUNCT
gssr-621	1305	14	novellino	novellino	PROPN
gssr-621	1305	15	,	,	PUNCT
gssr-621	1305	16	e.	e.	PROPN
gssr-621	1305	17	,	,	PUNCT
gssr-621	1305	18	annunziata	annunziata	PROPN
gssr-621	1305	19	,	,	PUNCT
gssr-621	1305	20	g.	g.	PROPN
gssr-621	1305	21	,	,	PUNCT
gssr-621	1305	22	ciampaglia	ciampaglia	PROPN
gssr-621	1305	23	,	,	PUNCT
gssr-621	1305	24	r.	r.	PROPN
gssr-621	1305	25	,	,	PUNCT
gssr-621	1305	26	montesano	montesano	PROPN
gssr-621	1305	27	,	,	PUNCT
gssr-621	1305	28	c.	c.	PROPN
gssr-621	1305	29	,	,	PUNCT
gssr-621	1305	30	croce	croce	PROPN
gssr-621	1305	31	,	,	PUNCT
gssr-621	1305	32	m.	m.	NOUN
gssr-621	1305	33	,	,	PUNCT
gssr-621	1305	34	caruso	caruso	PROPN
gssr-621	1305	35	,	,	PUNCT
gssr-621	1305	36	g.	g.	PROPN
gssr-621	1305	37	,	,	PUNCT
gssr-621	1305	38	iannuzzo	iannuzzo	PROPN
gssr-621	1305	39	,	,	PUNCT
gssr-621	1305	40	f.	f.	PROPN
gssr-621	1305	41	,	,	PUNCT
gssr-621	1305	42	summa	summa	PROPN
gssr-621	1305	43	,	,	PUNCT
gssr-621	1305	44	v.	v.	PROPN
gssr-621	1305	45	,	,	PUNCT
gssr-621	1305	46	&	&	CCONJ
gssr-621	1305	47	tenore	tenore	PROPN
gssr-621	1305	48	,	,	PUNCT
gssr-621	1305	49	g.	g.	PROPN
gssr-621	1305	50	c.	c.	PROPN
gssr-621	1305	51	(	(	PUNCT
gssr-621	1305	52	2022	2022	NUM
gssr-621	1305	53	)	)	PUNCT
gssr-621	1305	54	.	.	PUNCT
gssr-621	1306	1	beneficial	beneficial	ADJ
gssr-621	1306	2	contribution	contribution	NOUN
gssr-621	1306	3	to	to	ADP
gssr-621	1306	4	glucose	glucose	NOUN
gssr-621	1306	5	homeostasis	homeostasis	NOUN
gssr-621	1306	6	by	by	ADP
gssr-621	1306	7	an	an	DET
gssr-621	1306	8	agro	agro	ADJ
gssr-621	1306	9	-	-	PUNCT
gssr-621	1306	10	food	food	NOUN
gssr-621	1306	11	waste	waste	NOUN
gssr-621	1306	12	product	product	NOUN
gssr-621	1306	13	rich	rich	ADJ
gssr-621	1306	14	in	in	ADP
gssr-621	1306	15	abscisic	abscisic	ADJ
gssr-621	1306	16	acid	acid	NOUN
gssr-621	1306	17	:	:	PUNCT
gssr-621	1306	18	results	result	VERB
gssr-621	1306	19	from	from	ADP
gssr-621	1306	20	a	a	DET
gssr-621	1306	21	randomized	randomized	ADJ
gssr-621	1306	22	controlled	control	VERB
gssr-621	1306	23	trial	trial	NOUN
gssr-621	1306	24	.	.	PUNCT
gssr-621	1307	1	foods	food	NOUN
gssr-621	1307	2	,	,	PUNCT
gssr-621	1307	3	11(17	11(17	NUM
gssr-621	1307	4	)	)	PUNCT
gssr-621	1307	5	.	.	PUNCT
gssr-621	1308	1	https://doi.org/10.3390/foods11172637	https://doi.org/10.3390/foods11172637	PROPN
gssr-621	1308	2	seddiqi	seddiqi	NOUN
gssr-621	1308	3	,	,	PUNCT
gssr-621	1308	4	h.	h.	PROPN
gssr-621	1308	5	,	,	PUNCT
gssr-621	1308	6	oliaei	oliaei	ADJ
gssr-621	1308	7	,	,	PUNCT
gssr-621	1308	8	e.	e.	PROPN
gssr-621	1308	9	,	,	PUNCT
gssr-621	1308	10	honarkar	honarkar	PROPN
gssr-621	1308	11	,	,	PUNCT
gssr-621	1308	12	h.	h.	PROPN
gssr-621	1308	13	,	,	PUNCT
gssr-621	1308	14	jin	jin	PROPN
gssr-621	1308	15	,	,	PUNCT
gssr-621	1308	16	j.	j.	PROPN
gssr-621	1308	17	,	,	PUNCT
gssr-621	1308	18	geonzon	geonzon	PROPN
gssr-621	1308	19	,	,	PUNCT
gssr-621	1308	20	l.	l.	PROPN
gssr-621	1308	21	c.	c.	PROPN
gssr-621	1308	22	,	,	PUNCT
gssr-621	1308	23	bacabac	bacabac	PROPN
gssr-621	1308	24	,	,	PUNCT
gssr-621	1308	25	r.	r.	PROPN
gssr-621	1308	26	g.	g.	PROPN
gssr-621	1308	27	,	,	PUNCT
gssr-621	1308	28	&	&	CCONJ
gssr-621	1308	29	klein	klein	PROPN
gssr-621	1308	30	-	-	PUNCT
gssr-621	1308	31	nulend	nulend	PROPN
gssr-621	1308	32	,	,	PUNCT
gssr-621	1308	33	j.	j.	PROPN
gssr-621	1308	34	(	(	PUNCT
gssr-621	1308	35	2021	2021	NUM
gssr-621	1308	36	)	)	PUNCT
gssr-621	1308	37	.	.	PUNCT
gssr-621	1309	1	cellulose	cellulose	NOUN
gssr-621	1309	2	and	and	CCONJ
gssr-621	1309	3	its	its	PRON
gssr-621	1309	4	derivatives	derivative	NOUN
gssr-621	1309	5	:	:	PUNCT
gssr-621	1309	6	towards	towards	ADP
gssr-621	1309	7	biomedical	biomedical	ADJ
gssr-621	1309	8	applications	application	NOUN
gssr-621	1309	9	.	.	PUNCT
gssr-621	1310	1	cellulose	cellulose	NOUN
gssr-621	1310	2	,	,	PUNCT
gssr-621	1310	3	28	28	NUM
gssr-621	1310	4	,	,	PUNCT
gssr-621	1310	5	1893–1931	1893–1931	NUM
gssr-621	1310	6	.	.	PUNCT
gssr-621	1311	1	https://doi.org/10.1007/s10570-020-03674-w	https://doi.org/10.1007/s10570-020-03674-w	PROPN
gssr-621	1311	2	selivanov	selivanov	PROPN
gssr-621	1311	3	,	,	PUNCT
gssr-621	1311	4	e.	e.	PROPN
gssr-621	1311	5	,	,	PUNCT
gssr-621	1311	6	cudlin	cudlin	PROPN
gssr-621	1311	7	,	,	PUNCT
gssr-621	1311	8	p.	p.	NOUN
gssr-621	1311	9	,	,	PUNCT
gssr-621	1311	10	&	&	CCONJ
gssr-621	1311	11	horacek	horacek	PROPN
gssr-621	1311	12	,	,	PUNCT
gssr-621	1311	13	p.	p.	NOUN
gssr-621	1311	14	(	(	PUNCT
gssr-621	1311	15	2023	2023	NUM
gssr-621	1311	16	)	)	PUNCT
gssr-621	1311	17	.	.	PUNCT
gssr-621	1312	1	carbon	carbon	NOUN
gssr-621	1312	2	neutrality	neutrality	NOUN
gssr-621	1312	3	of	of	ADP
gssr-621	1312	4	forest	forest	NOUN
gssr-621	1312	5	biomass	biomass	NOUN
gssr-621	1312	6	for	for	ADP
gssr-621	1312	7	bioenergy	bioenergy	NOUN
gssr-621	1312	8	:	:	PUNCT
gssr-621	1312	9	a	a	DET
gssr-621	1312	10	scoping	scope	VERB
gssr-621	1312	11	review	review	NOUN
gssr-621	1312	12	.	.	PUNCT
gssr-621	1313	1	iforest	iforest	NOUN
gssr-621	1313	2	-	-	PUNCT
gssr-621	1313	3	biogeosciences	biogeoscience	NOUN
gssr-621	1313	4	and	and	CCONJ
gssr-621	1313	5	forestry	forestry	NOUN
gssr-621	1313	6	,	,	PUNCT
gssr-621	1313	7	16(2	16(2	NUM
gssr-621	1313	8	)	)	PUNCT
gssr-621	1313	9	,	,	PUNCT
gssr-621	1313	10	70–77	70–77	NUM
gssr-621	1313	11	.	.	PUNCT
gssr-621	1314	1	https://doi.org/10.3832/ifor4160-015	https://doi.org/10.3832/ifor4160-015	PROPN
gssr-621	1314	2	shatalov	shatalov	VERB
gssr-621	1314	3	,	,	PUNCT
gssr-621	1314	4	m.	m.	NOUN
gssr-621	1314	5	y.	y.	PROPN
gssr-621	1314	6	,	,	PUNCT
gssr-621	1314	7	fedotov	fedotov	PROPN
gssr-621	1314	8	,	,	PUNCT
gssr-621	1314	9	s.	s.	PROPN
gssr-621	1314	10	i.	i.	PROPN
gssr-621	1314	11	,	,	PUNCT
gssr-621	1314	12	&	&	CCONJ
gssr-621	1314	13	shatalov	shatalov	PROPN
gssr-621	1314	14	,	,	PUNCT
gssr-621	1314	15	y.	y.	PROPN
gssr-621	1314	16	m.	m.	NOUN
gssr-621	1314	17	(	(	PUNCT
gssr-621	1314	18	2013	2013	NUM
gssr-621	1314	19	)	)	PUNCT
gssr-621	1314	20	.	.	PUNCT
gssr-621	1315	1	new	new	ADJ
gssr-621	1315	2	methods	method	NOUN
gssr-621	1315	3	of	of	ADP
gssr-621	1315	4	determination	determination	NOUN
gssr-621	1315	5	of	of	ADP
gssr-621	1315	6	kinetic	kinetic	ADJ
gssr-621	1315	7	parameters	parameter	NOUN
gssr-621	1315	8	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADP
gssr-621	1315	9	global	global	ADJ
gssr-621	1315	10	sustainability	sustainability	NOUN
gssr-621	1315	11	research	research	NOUN
gssr-621	1315	12	global	global	ADJ
gssr-621	1315	13	scientific	scientific	ADJ
gssr-621	1315	14	research	research	NOUN
gssr-621	1315	15	123	123	NUM
gssr-621	1315	16	of	of	ADP
gssr-621	1315	17	theoretical	theoretical	ADJ
gssr-621	1315	18	models	model	NOUN
gssr-621	1315	19	from	from	ADP
gssr-621	1315	20	experimental	experimental	ADJ
gssr-621	1315	21	data	datum	NOUN
gssr-621	1315	22	.	.	PUNCT
gssr-621	1316	1	theoretical	theoretical	ADJ
gssr-621	1316	2	foundation	foundation	PROPN
gssr-621	1316	3	,	,	PUNCT
gssr-621	1316	4	47(3	47(3	NOUN
gssr-621	1316	5	)	)	PUNCT
gssr-621	1316	6	.	.	PUNCT
gssr-621	1317	1	https://doi.org/10.1134/s0040579513020097	https://doi.org/10.1134/s0040579513020097	ADJ
gssr-621	1317	2	shim	shim	NOUN
gssr-621	1317	3	,	,	PUNCT
gssr-621	1317	4	h.	h.	PROPN
gssr-621	1317	5	j.	j.	PROPN
gssr-621	1317	6	,	,	PUNCT
gssr-621	1317	7	kim	kim	PROPN
gssr-621	1317	8	,	,	PUNCT
gssr-621	1317	9	d.	d.	PROPN
gssr-621	1317	10	,	,	PUNCT
gssr-621	1317	11	yamanaka	yamanaka	PROPN
gssr-621	1317	12	,	,	PUNCT
gssr-621	1317	13	m.	m.	NOUN
gssr-621	1317	14	,	,	PUNCT
gssr-621	1317	15	&	&	CCONJ
gssr-621	1317	16	pyeon	pyeon	PROPN
gssr-621	1317	17	,	,	PUNCT
gssr-621	1317	18	c.	c.	PROPN
gssr-621	1317	19	h.	h.	PROPN
gssr-621	1317	20	(	(	PUNCT
gssr-621	1317	21	2020	2020	NUM
gssr-621	1317	22	)	)	PUNCT
gssr-621	1317	23	.	.	PUNCT
gssr-621	1318	1	estimation	estimation	NOUN
gssr-621	1318	2	of	of	ADP
gssr-621	1318	3	kinetics	kinetic	NOUN
gssr-621	1318	4	parameters	parameter	NOUN
gssr-621	1318	5	by	by	ADP
gssr-621	1318	6	monte	monte	PROPN
gssr-621	1318	7	carlo	carlo	PROPN
gssr-621	1318	8	fixed	fix	VERB
gssr-621	1318	9	-	-	PUNCT
gssr-621	1318	10	source	source	NOUN
gssr-621	1318	11	calculations	calculation	NOUN
gssr-621	1318	12	for	for	ADP
gssr-621	1318	13	point	point	NOUN
gssr-621	1318	14	kinetic	kinetic	ADJ
gssr-621	1318	15	analysis	analysis	NOUN
gssr-621	1318	16	of	of	ADP
gssr-621	1318	17	accelerator	accelerator	NOUN
gssr-621	1318	18	-	-	PUNCT
gssr-621	1318	19	driven	drive	VERB
gssr-621	1318	20	system	system	NOUN
gssr-621	1318	21	.	.	PUNCT
gssr-621	1319	1	journal	journal	NOUN
gssr-621	1319	2	of	of	ADP
gssr-621	1319	3	nuclear	nuclear	ADJ
gssr-621	1319	4	science	science	NOUN
gssr-621	1319	5	and	and	CCONJ
gssr-621	1319	6	technology	technology	NOUN
gssr-621	1319	7	,	,	PUNCT
gssr-621	1319	8	57(2	57(2	NUM
gssr-621	1319	9	)	)	PUNCT
gssr-621	1319	10	,	,	PUNCT
gssr-621	1319	11	177–186	177–186	NUM
gssr-621	1319	12	.	.	PUNCT
gssr-621	1320	1	https://doi.org/10.1080/00223131.2019.1699188	https://doi.org/10.1080/00223131.2019.1699188	PROPN
gssr-621	1320	2	shirin	shirin	PROPN
gssr-621	1320	3	,	,	PUNCT
gssr-621	1320	4	a.	a.	NOUN
gssr-621	1320	5	,	,	PUNCT
gssr-621	1320	6	rossa	rossa	PROPN
gssr-621	1320	7	,	,	PUNCT
gssr-621	1320	8	f.	f.	PROPN
gssr-621	1320	9	della	della	PROPN
gssr-621	1320	10	,	,	PUNCT
gssr-621	1320	11	klickstein	klickstein	PROPN
gssr-621	1320	12	,	,	PUNCT
gssr-621	1320	13	i.	i.	PROPN
gssr-621	1320	14	,	,	PUNCT
gssr-621	1320	15	russell	russell	PROPN
gssr-621	1320	16	,	,	PUNCT
gssr-621	1320	17	j.	j.	PROPN
gssr-621	1320	18	,	,	PUNCT
gssr-621	1320	19	&	&	CCONJ
gssr-621	1320	20	sorrentino	sorrentino	PROPN
gssr-621	1320	21	,	,	PUNCT
gssr-621	1320	22	f.	f.	PROPN
gssr-621	1320	23	(	(	PUNCT
gssr-621	1320	24	2019	2019	NUM
gssr-621	1320	25	)	)	PUNCT
gssr-621	1320	26	.	.	PUNCT
gssr-621	1321	1	optimal	optimal	ADJ
gssr-621	1321	2	regulation	regulation	NOUN
gssr-621	1321	3	of	of	ADP
gssr-621	1321	4	blood	blood	NOUN
gssr-621	1321	5	glucose	glucose	NOUN
gssr-621	1321	6	level	level	NOUN
gssr-621	1321	7	in	in	ADP
gssr-621	1321	8	type	type	NOUN
gssr-621	1321	9	i	i	PRON
gssr-621	1321	10	diabetes	diabetes	VERB
gssr-621	1321	11	using	use	VERB
gssr-621	1321	12	insulin	insulin	NOUN
gssr-621	1321	13	and	and	CCONJ
gssr-621	1321	14	glucagon	glucagon	NOUN
gssr-621	1321	15	.	.	PUNCT
gssr-621	1322	1	plos	plos	PROPN
gssr-621	1322	2	one	one	NUM
gssr-621	1322	3	,	,	PUNCT
gssr-621	1322	4	14(3	14(3	NUM
gssr-621	1322	5	)	)	PUNCT
gssr-621	1322	6	,	,	PUNCT
gssr-621	1322	7	1–23	1–23	PROPN
gssr-621	1322	8	.	.	PUNCT
gssr-621	1323	1	https://doi.org/10.1371/journal.pone.0213665	https://doi.org/10.1371/journal.pone.0213665	PROPN
gssr-621	1323	2	shokrkar	shokrkar	PROPN
gssr-621	1323	3	,	,	PUNCT
gssr-621	1323	4	h.	h.	PROPN
gssr-621	1323	5	,	,	PUNCT
gssr-621	1323	6	&	&	CCONJ
gssr-621	1323	7	ebrahimi	ebrahimi	PROPN
gssr-621	1323	8	,	,	PUNCT
gssr-621	1323	9	s.	s.	PROPN
gssr-621	1323	10	(	(	PUNCT
gssr-621	1323	11	2021	2021	NUM
gssr-621	1323	12	)	)	PUNCT
gssr-621	1323	13	.	.	PUNCT
gssr-621	1324	1	kinetic	kinetic	ADJ
gssr-621	1324	2	modeling	modeling	NOUN
gssr-621	1324	3	of	of	ADP
gssr-621	1324	4	enzymatic	enzymatic	ADJ
gssr-621	1324	5	hydrolysis	hydrolysis	NOUN
gssr-621	1324	6	of	of	ADP
gssr-621	1324	7	cellulosic	cellulosic	NOUN
gssr-621	1324	8	material	material	NOUN
gssr-621	1324	9	.	.	PUNCT
gssr-621	1325	1	research	research	NOUN
gssr-621	1325	2	square	square	PROPN
gssr-621	1325	3	,	,	PUNCT
gssr-621	1325	4	1–23	1–23	PROPN
gssr-621	1325	5	.	.	PUNCT
gssr-621	1326	1	https://doi.org/10.21203/rs.3.rs-413976/v1	https://doi.org/10.21203/rs.3.rs-413976/v1	PROPN
gssr-621	1326	2	shukla	shukla	PROPN
gssr-621	1326	3	,	,	PUNCT
gssr-621	1326	4	a.	a.	PROPN
gssr-621	1326	5	,	,	PUNCT
gssr-621	1326	6	kumar	kumar	PROPN
gssr-621	1326	7	,	,	PUNCT
gssr-621	1326	8	d.	d.	PROPN
gssr-621	1326	9	,	,	PUNCT
gssr-621	1326	10	girdhar	girdhar	PROPN
gssr-621	1326	11	,	,	PUNCT
gssr-621	1326	12	m.	m.	NOUN
gssr-621	1326	13	,	,	PUNCT
gssr-621	1326	14	kumar	kumar	PROPN
gssr-621	1326	15	,	,	PUNCT
gssr-621	1326	16	a.	a.	PROPN
gssr-621	1326	17	,	,	PUNCT
gssr-621	1326	18	goyal	goyal	PROPN
gssr-621	1326	19	,	,	PUNCT
gssr-621	1326	20	a.	a.	PROPN
gssr-621	1326	21	,	,	PUNCT
gssr-621	1326	22	malik	malik	PROPN
gssr-621	1326	23	,	,	PUNCT
gssr-621	1326	24	t.	t.	PROPN
gssr-621	1326	25	,	,	PUNCT
gssr-621	1326	26	&	&	CCONJ
gssr-621	1326	27	mohan	mohan	PROPN
gssr-621	1326	28	,	,	PUNCT
gssr-621	1326	29	a.	a.	NOUN
gssr-621	1326	30	(	(	PUNCT
gssr-621	1326	31	2023	2023	NUM
gssr-621	1326	32	)	)	PUNCT
gssr-621	1326	33	.	.	PUNCT
gssr-621	1327	1	strategies	strategy	NOUN
gssr-621	1327	2	of	of	ADP
gssr-621	1327	3	pretreatment	pretreatment	NOUN
gssr-621	1327	4	of	of	ADP
gssr-621	1327	5	feedstocks	feedstock	NOUN
gssr-621	1327	6	for	for	ADP
gssr-621	1327	7	optimized	optimize	VERB
gssr-621	1327	8	bioethanol	bioethanol	NOUN
gssr-621	1327	9	production	production	NOUN
gssr-621	1327	10	:	:	PUNCT
gssr-621	1327	11	distinct	distinct	ADJ
gssr-621	1327	12	and	and	CCONJ
gssr-621	1327	13	integrated	integrated	ADJ
gssr-621	1327	14	approaches	approach	NOUN
gssr-621	1327	15	.	.	PUNCT
gssr-621	1328	1	biotechnology	biotechnology	NOUN
gssr-621	1328	2	for	for	ADP
gssr-621	1328	3	biofuels	biofuel	NOUN
gssr-621	1328	4	and	and	CCONJ
gssr-621	1328	5	bioproducts	bioproduct	NOUN
gssr-621	1328	6	,	,	PUNCT
gssr-621	1328	7	16(44	16(44	NUM
gssr-621	1328	8	)	)	PUNCT
gssr-621	1328	9	.	.	PUNCT
gssr-621	1329	1	https://doi.org/10.1186/s13068-023-02295-2	https://doi.org/10.1186/s13068-023-02295-2	PROPN
gssr-621	1329	2	simpson	simpson	PROPN
gssr-621	1329	3	,	,	PUNCT
gssr-621	1329	4	i.	i.	PROPN
gssr-621	1329	5	k.	k.	PROPN
gssr-621	1329	6	,	,	PUNCT
gssr-621	1329	7	owusu	owusu	PROPN
gssr-621	1329	8	,	,	PUNCT
gssr-621	1329	9	f.	f.	PROPN
gssr-621	1329	10	w.	w.	PROPN
gssr-621	1329	11	a.	a.	PROPN
gssr-621	1329	12	,	,	PUNCT
gssr-621	1329	13	boakye	boakye	NOUN
gssr-621	1329	14	-	-	PUNCT
gssr-621	1329	15	gyasi	gyasi	NOUN
gssr-621	1329	16	,	,	PUNCT
gssr-621	1329	17	m.	m.	PROPN
gssr-621	1329	18	e.	e.	PROPN
gssr-621	1329	19	,	,	PUNCT
gssr-621	1329	20	entsie	entsie	ADJ
gssr-621	1329	21	,	,	PUNCT
gssr-621	1329	22	p.	p.	NOUN
gssr-621	1329	23	,	,	PUNCT
gssr-621	1329	24	bayor	bayor	NOUN
gssr-621	1329	25	,	,	PUNCT
gssr-621	1329	26	m.	m.	NOUN
gssr-621	1329	27	t.	t.	PROPN
gssr-621	1329	28	,	,	PUNCT
gssr-621	1329	29	&	&	CCONJ
gssr-621	1329	30	ofori	ofori	ADJ
gssr-621	1329	31	-	-	NOUN
gssr-621	1329	32	kwakye	kwakye	ADJ
gssr-621	1329	33	,	,	PUNCT
gssr-621	1329	34	k.	k.	PROPN
gssr-621	1329	35	(	(	PUNCT
gssr-621	1329	36	2022	2022	NUM
gssr-621	1329	37	)	)	PUNCT
gssr-621	1329	38	.	.	PUNCT
gssr-621	1330	1	pharmaceutical	pharmaceutical	NOUN
gssr-621	1330	2	applications	application	NOUN
gssr-621	1330	3	of	of	ADP
gssr-621	1330	4	glucose	glucose	NOUN
gssr-621	1330	5	syrup	syrup	NOUN
gssr-621	1330	6	from	from	ADP
gssr-621	1330	7	high	high	ADJ
gssr-621	1330	8	quality	quality	NOUN
gssr-621	1330	9	cassava	cassava	NOUN
gssr-621	1330	10	flour	flour	NOUN
gssr-621	1330	11	in	in	ADP
gssr-621	1330	12	oral	oral	ADJ
gssr-621	1330	13	liquid	liquid	ADJ
gssr-621	1330	14	formulations	formulation	NOUN
gssr-621	1330	15	.	.	PUNCT
gssr-621	1331	1	international	international	ADJ
gssr-621	1331	2	journal	journal	PROPN
gssr-621	1331	3	of	of	ADP
gssr-621	1331	4	food	food	NOUN
gssr-621	1331	5	science	science	NOUN
gssr-621	1331	6	,	,	PUNCT
gssr-621	1331	7	2022(6869122	2022(6869122	NUM
gssr-621	1331	8	)	)	PUNCT
gssr-621	1331	9	,	,	PUNCT
gssr-621	1331	10	1–7	1–7	X
gssr-621	1331	11	.	.	PUNCT
gssr-621	1331	12	https://doi.org/10.1155/2022/6869122	https://doi.org/10.1155/2022/6869122	PROPN
gssr-621	1331	13	singh	singh	PROPN
gssr-621	1331	14	,	,	PUNCT
gssr-621	1331	15	s.	s.	PROPN
gssr-621	1331	16	,	,	PUNCT
gssr-621	1331	17	sithole	sithole	PROPN
gssr-621	1331	18	,	,	PUNCT
gssr-621	1331	19	b.	b.	PROPN
gssr-621	1331	20	,	,	PUNCT
gssr-621	1331	21	lekha	lekha	PROPN
gssr-621	1331	22	,	,	PUNCT
gssr-621	1331	23	p.	p.	NOUN
gssr-621	1331	24	,	,	PUNCT
gssr-621	1331	25	permaul	permaul	NOUN
gssr-621	1331	26	,	,	PUNCT
gssr-621	1331	27	k.	k.	PROPN
gssr-621	1331	28	,	,	PUNCT
gssr-621	1331	29	&	&	CCONJ
gssr-621	1331	30	govinden	govinden	PROPN
gssr-621	1331	31	,	,	PUNCT
gssr-621	1331	32	r.	r.	PROPN
gssr-621	1331	33	(	(	PUNCT
gssr-621	1331	34	2021	2021	NUM
gssr-621	1331	35	)	)	PUNCT
gssr-621	1331	36	.	.	PUNCT
gssr-621	1332	1	optimization	optimization	NOUN
gssr-621	1332	2	of	of	ADP
gssr-621	1332	3	cultivation	cultivation	NOUN
gssr-621	1332	4	medium	medium	NOUN
gssr-621	1332	5	and	and	CCONJ
gssr-621	1332	6	cyclic	cyclic	ADJ
gssr-621	1332	7	fed	feed	VERB
gssr-621	1332	8	‑	‑	NOUN
gssr-621	1332	9	batch	batch	VERB
gssr-621	1332	10	fermentation	fermentation	NOUN
gssr-621	1332	11	strategy	strategy	NOUN
gssr-621	1332	12	for	for	ADP
gssr-621	1332	13	enhanced	enhanced	ADJ
gssr-621	1332	14	polyhydroxyalkanoate	polyhydroxyalkanoate	ADJ
gssr-621	1332	15	production	production	NOUN
gssr-621	1332	16	by	by	ADP
gssr-621	1332	17	bacillus	bacillus	NOUN
gssr-621	1332	18	thuringiensis	thuringiensis	NOUN
gssr-621	1332	19	using	use	VERB
gssr-621	1332	20	a	a	DET
gssr-621	1332	21	glucose	glucose	NOUN
gssr-621	1332	22	‑	‑	X
gssr-621	1332	23	rich	rich	ADJ
gssr-621	1332	24	hydrolyzate	hydrolyzate	NOUN
gssr-621	1332	25	.	.	PUNCT
gssr-621	1333	1	bioresources	bioresource	NOUN
gssr-621	1333	2	and	and	CCONJ
gssr-621	1333	3	bioprocessing	bioprocessing	NOUN
gssr-621	1333	4	,	,	PUNCT
gssr-621	1333	5	8(11	8(11	NUM
gssr-621	1333	6	)	)	PUNCT
gssr-621	1333	7	,	,	PUNCT
gssr-621	1333	8	1–17	1–17	PROPN
gssr-621	1333	9	.	.	PUNCT
gssr-621	1334	1	https://doi.org/10.1186/s40643-021-00361-x	https://doi.org/10.1186/s40643-021-00361-x	PROPN
gssr-621	1334	2	smachetti	smachetti	PROPN
gssr-621	1334	3	,	,	PUNCT
gssr-621	1334	4	m.	m.	PROPN
gssr-621	1334	5	e.	e.	PROPN
gssr-621	1334	6	s.	s.	PROPN
gssr-621	1334	7	,	,	PUNCT
gssr-621	1334	8	rizza	rizza	PROPN
gssr-621	1334	9	,	,	PUNCT
gssr-621	1334	10	l.	l.	PROPN
gssr-621	1334	11	s.	s.	PROPN
gssr-621	1334	12	,	,	PUNCT
gssr-621	1334	13	coronel	coronel	PROPN
gssr-621	1334	14	,	,	PUNCT
gssr-621	1334	15	c.	c.	PROPN
gssr-621	1334	16	d.	d.	PROPN
gssr-621	1334	17	,	,	PUNCT
gssr-621	1334	18	nascimento	nascimento	PROPN
gssr-621	1334	19	,	,	PUNCT
gssr-621	1334	20	m.	m.	NOUN
gssr-621	1334	21	do	do	VERB
gssr-621	1334	22	,	,	PUNCT
gssr-621	1334	23	&	&	CCONJ
gssr-621	1334	24	curatti	curatti	PROPN
gssr-621	1334	25	,	,	PUNCT
gssr-621	1334	26	l.	l.	PROPN
gssr-621	1334	27	(	(	PUNCT
gssr-621	1334	28	2018	2018	NUM
gssr-621	1334	29	)	)	PUNCT
gssr-621	1334	30	.	.	PUNCT
gssr-621	1335	1	microalgal	microalgal	ADJ
gssr-621	1335	2	biomass	biomass	NOUN
gssr-621	1335	3	as	as	ADP
gssr-621	1335	4	an	an	DET
gssr-621	1335	5	alternative	alternative	ADJ
gssr-621	1335	6	source	source	NOUN
gssr-621	1335	7	of	of	ADP
gssr-621	1335	8	sugars	sugar	NOUN
gssr-621	1335	9	for	for	ADP
gssr-621	1335	10	the	the	DET
gssr-621	1335	11	production	production	NOUN
gssr-621	1335	12	of	of	ADP
gssr-621	1335	13	bioethanol	bioethanol	NOUN
gssr-621	1335	14	.	.	PUNCT
gssr-621	1336	1	scrivener	scrivener	PROPN
gssr-621	1336	2	publishing	publishing	PROPN
gssr-621	1336	3	llc	llc	PROPN
gssr-621	1336	4	.	.	PUNCT
gssr-621	1337	1	https://doi.org/10.1002/9781119460381.ch16	https://doi.org/10.1002/9781119460381.ch16	PROPN
gssr-621	1337	2	sodiqovna	sodiqovna	NOUN
gssr-621	1337	3	,	,	PUNCT
gssr-621	1337	4	o.	o.	NOUN
gssr-621	1337	5	m.	m.	NOUN
gssr-621	1337	6	(	(	PUNCT
gssr-621	1337	7	2020	2020	NUM
gssr-621	1337	8	)	)	PUNCT
gssr-621	1337	9	.	.	PUNCT
gssr-621	1338	1	the	the	DET
gssr-621	1338	2	rate	rate	NOUN
gssr-621	1338	3	of	of	ADP
gssr-621	1338	4	a	a	DET
gssr-621	1338	5	chemical	chemical	NOUN
gssr-621	1338	6	reaction	reaction	NOUN
gssr-621	1338	7	and	and	CCONJ
gssr-621	1338	8	factors	factor	NOUN
gssr-621	1338	9	affecting	affect	VERB
gssr-621	1338	10	it	it	PRON
gssr-621	1338	11	.	.	PUNCT
gssr-621	1339	1	epra	epra	PROPN
gssr-621	1339	2	international	international	PROPN
gssr-621	1339	3	journal	journal	PROPN
gssr-621	1339	4	of	of	ADP
gssr-621	1339	5	research	research	NOUN
gssr-621	1339	6	and	and	CCONJ
gssr-621	1339	7	development	development	NOUN
gssr-621	1339	8	(	(	PUNCT
gssr-621	1339	9	ijrd	ijrd	PROPN
gssr-621	1339	10	)	)	PUNCT
gssr-621	1339	11	,	,	PUNCT
gssr-621	1339	12	5(8	5(8	NUM
gssr-621	1339	13	)	)	PUNCT
gssr-621	1339	14	,	,	PUNCT
gssr-621	1339	15	261–263	261–263	NUM
gssr-621	1339	16	.	.	PUNCT
gssr-621	1340	1	https://doi.org/10.36713/epra2016	https://doi.org/10.36713/epra2016	PROPN
gssr-621	1340	2	sood	sood	PROPN
gssr-621	1340	3	,	,	PUNCT
gssr-621	1340	4	a.	a.	PROPN
gssr-621	1340	5	,	,	PUNCT
gssr-621	1340	6	gupta	gupta	PROPN
gssr-621	1340	7	,	,	PUNCT
gssr-621	1340	8	a.	a.	NOUN
gssr-621	1340	9	,	,	PUNCT
gssr-621	1340	10	&	&	CCONJ
gssr-621	1340	11	agrawal	agrawal	PROPN
gssr-621	1340	12	,	,	PUNCT
gssr-621	1340	13	g.	g.	PROPN
gssr-621	1340	14	(	(	PUNCT
gssr-621	1340	15	2021	2021	NUM
gssr-621	1340	16	)	)	PUNCT
gssr-621	1340	17	.	.	PUNCT
gssr-621	1341	1	recent	recent	ADJ
gssr-621	1341	2	advances	advance	NOUN
gssr-621	1341	3	in	in	ADP
gssr-621	1341	4	polysaccharides	polysaccharide	NOUN
gssr-621	1341	5	based	base	VERB
gssr-621	1341	6	biomaterials	biomaterial	NOUN
gssr-621	1341	7	for	for	ADP
gssr-621	1341	8	drug	drug	NOUN
gssr-621	1341	9	delivery	delivery	NOUN
gssr-621	1341	10	and	and	CCONJ
gssr-621	1341	11	tissue	tissue	NOUN
gssr-621	1341	12	engineering	engineering	NOUN
gssr-621	1341	13	applications	application	NOUN
gssr-621	1341	14	.	.	PUNCT
gssr-621	1342	1	carbohydrate	carbohydrate	VERB
gssr-621	1342	2	polymer	polymer	NOUN
gssr-621	1342	3	technologies	technology	NOUN
gssr-621	1342	4	and	and	CCONJ
gssr-621	1342	5	applications	application	NOUN
gssr-621	1342	6	,	,	PUNCT
gssr-621	1342	7	2(100067	2(100067	NUM
gssr-621	1342	8	)	)	PUNCT
gssr-621	1342	9	.	.	PUNCT
gssr-621	1343	1	https://doi.org/10.1016/j.carpta.2021.100067	https://doi.org/10.1016/j.carpta.2021.100067	NOUN
gssr-621	1343	2	swiatek	swiatek	NOUN
gssr-621	1343	3	,	,	PUNCT
gssr-621	1343	4	k.	k.	PROPN
gssr-621	1343	5	,	,	PUNCT
gssr-621	1343	6	gaag	gaag	PROPN
gssr-621	1343	7	,	,	PUNCT
gssr-621	1343	8	s.	s.	PROPN
gssr-621	1343	9	,	,	PUNCT
gssr-621	1343	10	klier	klier	PROPN
gssr-621	1343	11	,	,	PUNCT
gssr-621	1343	12	a.	a.	PROPN
gssr-621	1343	13	,	,	PUNCT
gssr-621	1343	14	kruse	kruse	PROPN
gssr-621	1343	15	,	,	PUNCT
gssr-621	1343	16	a.	a.	PROPN
gssr-621	1343	17	,	,	PUNCT
gssr-621	1343	18	sauer	sauer	PROPN
gssr-621	1343	19	,	,	PUNCT
gssr-621	1343	20	j.	j.	PROPN
gssr-621	1343	21	,	,	PUNCT
gssr-621	1343	22	&	&	CCONJ
gssr-621	1343	23	steinbach	steinbach	PROPN
gssr-621	1343	24	,	,	PUNCT
gssr-621	1343	25	d.	d.	PROPN
gssr-621	1343	26	(	(	PUNCT
gssr-621	1343	27	2020	2020	NUM
gssr-621	1343	28	)	)	PUNCT
gssr-621	1343	29	.	.	PUNCT
gssr-621	1344	1	acid	acid	NOUN
gssr-621	1344	2	hydrolysis	hydrolysis	NOUN
gssr-621	1344	3	of	of	ADP
gssr-621	1344	4	lignocellulosic	lignocellulosic	ADJ
gssr-621	1344	5	biomass	biomass	NOUN
gssr-621	1344	6	:	:	PUNCT
gssr-621	1344	7	sugars	sugar	NOUN
gssr-621	1344	8	and	and	CCONJ
gssr-621	1344	9	furfurals	furfural	NOUN
gssr-621	1344	10	formation	formation	NOUN
gssr-621	1344	11	.	.	PUNCT
gssr-621	1345	1	catalysts	catalyst	NOUN
gssr-621	1345	2	,	,	PUNCT
gssr-621	1345	3	10(437	10(437	NUM
gssr-621	1345	4	)	)	PUNCT
gssr-621	1345	5	,	,	PUNCT
gssr-621	1345	6	1–18	1–18	NUM
gssr-621	1345	7	.	.	PUNCT
gssr-621	1346	1	https://doi.org/10.3390/catal10040437	https://doi.org/10.3390/catal10040437	NOUN
gssr-621	1346	2	tagougui	tagougui	NOUN
gssr-621	1346	3	,	,	PUNCT
gssr-621	1346	4	s.	s.	PROPN
gssr-621	1346	5	,	,	PUNCT
gssr-621	1346	6	taleb	taleb	PROPN
gssr-621	1346	7	,	,	PUNCT
gssr-621	1346	8	n.	n.	NOUN
gssr-621	1346	9	,	,	PUNCT
gssr-621	1346	10	&	&	CCONJ
gssr-621	1346	11	rabasa	rabasa	PROPN
gssr-621	1346	12	-	-	PUNCT
gssr-621	1346	13	lhoret	lhoret	PROPN
gssr-621	1346	14	,	,	PUNCT
gssr-621	1346	15	r.	r.	PROPN
gssr-621	1346	16	(	(	PUNCT
gssr-621	1346	17	2018	2018	NUM
gssr-621	1346	18	)	)	PUNCT
gssr-621	1346	19	.	.	PUNCT
gssr-621	1347	1	the	the	DET
gssr-621	1347	2	benefits	benefit	NOUN
gssr-621	1347	3	and	and	CCONJ
gssr-621	1347	4	limits	limit	NOUN
gssr-621	1347	5	of	of	ADP
gssr-621	1347	6	technological	technological	ADJ
gssr-621	1347	7	advances	advance	NOUN
gssr-621	1347	8	in	in	ADP
gssr-621	1347	9	glucose	glucose	NOUN
gssr-621	1347	10	management	management	NOUN
gssr-621	1347	11	around	around	ADP
gssr-621	1347	12	physical	physical	ADJ
gssr-621	1347	13	activity	activity	NOUN
gssr-621	1347	14	in	in	ADP
gssr-621	1347	15	patients	patient	NOUN
gssr-621	1347	16	type	type	VERB
gssr-621	1347	17	1	1	NUM
gssr-621	1347	18	diabetes	diabetes	NOUN
gssr-621	1347	19	.	.	PUNCT
gssr-621	1348	1	frontiers	frontier	NOUN
gssr-621	1348	2	in	in	ADP
gssr-621	1348	3	endocrinology	endocrinology	NOUN
gssr-621	1348	4	,	,	PUNCT
gssr-621	1348	5	9(818	9(818	NUM
gssr-621	1348	6	)	)	PUNCT
gssr-621	1348	7	.	.	PUNCT
gssr-621	1349	1	https://doi.org/10.3389/fendo.2018.00818	https://doi.org/10.3389/fendo.2018.00818	PROPN
gssr-621	1349	2	teleky	teleky	NOUN
gssr-621	1349	3	,	,	PUNCT
gssr-621	1349	4	b.-e	b.-e	PROPN
gssr-621	1349	5	.	.	PUNCT
gssr-621	1349	6	,	,	PUNCT
gssr-621	1349	7	martau	martau	ADV
gssr-621	1349	8	,	,	PUNCT
gssr-621	1349	9	g.	g.	PROPN
gssr-621	1349	10	a.	a.	PROPN
gssr-621	1349	11	,	,	PUNCT
gssr-621	1349	12	&	&	CCONJ
gssr-621	1349	13	vodnar	vodnar	PROPN
gssr-621	1349	14	,	,	PUNCT
gssr-621	1349	15	d.	d.	PROPN
gssr-621	1349	16	c.	c.	PROPN
gssr-621	1349	17	(	(	PUNCT
gssr-621	1349	18	2020	2020	NUM
gssr-621	1349	19	)	)	PUNCT
gssr-621	1349	20	.	.	PUNCT
gssr-621	1350	1	physicochemical	physicochemical	ADJ
gssr-621	1350	2	effects	effect	NOUN
gssr-621	1350	3	of	of	ADP
gssr-621	1350	4	lactobacillus	lactobacillus	NOUN
gssr-621	1350	5	plantarum	plantarum	NOUN
gssr-621	1350	6	and	and	CCONJ
gssr-621	1350	7	lactobacillus	lactobacillus	NOUN
gssr-621	1350	8	casei	casei	VERB
gssr-621	1350	9	cocultures	coculture	NOUN
gssr-621	1350	10	on	on	ADP
gssr-621	1350	11	soy	soy	NOUN
gssr-621	1350	12	-	-	PUNCT
gssr-621	1350	13	wheat	wheat	NOUN
gssr-621	1350	14	flour	flour	NOUN
gssr-621	1350	15	dough	dough	NOUN
gssr-621	1350	16	fermentation	fermentation	NOUN
gssr-621	1350	17	.	.	PUNCT
gssr-621	1351	1	foods	food	NOUN
gssr-621	1351	2	,	,	PUNCT
gssr-621	1351	3	9(1894	9(1894	NUM
gssr-621	1351	4	)	)	PUNCT
gssr-621	1351	5	,	,	PUNCT
gssr-621	1351	6	1–13	1–13	NOUN
gssr-621	1351	7	.	.	PUNCT
gssr-621	1351	8	https://doi.org/10.3390/foods9121894	https://doi.org/10.3390/foods9121894	ADJ
gssr-621	1351	9	toif	toif	NOUN
gssr-621	1351	10	,	,	PUNCT
gssr-621	1351	11	m.	m.	NOUN
gssr-621	1351	12	,	,	PUNCT
gssr-621	1351	13	hidayat	hidayat	PROPN
gssr-621	1351	14	,	,	PUNCT
gssr-621	1351	15	m.	m.	NOUN
gssr-621	1351	16	,	,	PUNCT
gssr-621	1351	17	rochmadi	rochmadi	PROPN
gssr-621	1351	18	,	,	PUNCT
gssr-621	1351	19	r.	r.	PROPN
gssr-621	1351	20	,	,	PUNCT
gssr-621	1351	21	&	&	CCONJ
gssr-621	1351	22	budiman	budiman	PROPN
gssr-621	1351	23	,	,	PUNCT
gssr-621	1351	24	a.	a.	NOUN
gssr-621	1351	25	(	(	PUNCT
gssr-621	1351	26	2021	2021	NUM
gssr-621	1351	27	)	)	PUNCT
gssr-621	1351	28	.	.	PUNCT
gssr-621	1352	1	reaction	reaction	NOUN
gssr-621	1352	2	kinetics	kinetic	NOUN
gssr-621	1352	3	of	of	ADP
gssr-621	1352	4	levulinic	levulinic	NOUN
gssr-621	1352	5	acid	acid	NOUN
gssr-621	1352	6	synthesis	synthesis	NOUN
gssr-621	1352	7	from	from	ADP
gssr-621	1352	8	glucose	glucose	NOUN
gssr-621	1352	9	using	use	VERB
gssr-621	1352	10	bromsted	bromste	VERB
gssr-621	1352	11	acid	acid	NOUN
gssr-621	1352	12	catalyst	catalyst	NOUN
gssr-621	1352	13	.	.	PUNCT
gssr-621	1353	1	bulletin	bulletin	NOUN
gssr-621	1353	2	of	of	ADP
gssr-621	1353	3	chemical	chemical	ADJ
gssr-621	1353	4	reaction	reaction	PROPN
gssr-621	1353	5	engineering	engineering	PROPN
gssr-621	1353	6	&	&	CCONJ
gssr-621	1353	7	catalysis	catalysis	NOUN
gssr-621	1353	8	,	,	PUNCT
gssr-621	1353	9	16(4	16(4	NUM
gssr-621	1353	10	)	)	PUNCT
gssr-621	1353	11	,	,	PUNCT
gssr-621	1353	12	904	904	NUM
gssr-621	1353	13	–	–	PUNCT
gssr-621	1353	14	915	915	NUM
gssr-621	1353	15	.	.	PUNCT
gssr-621	1354	1	https://doi.org/10.9767/bcrec.16.4.12197.904-915	https://doi.org/10.9767/bcrec.16.4.12197.904-915	PROPN
gssr-621	1354	2	tsai	tsai	PROPN
gssr-621	1354	3	,	,	PUNCT
gssr-621	1354	4	t.-y	t.-y	NOUN
gssr-621	1354	5	.	.	PUNCT
gssr-621	1354	6	,	,	PUNCT
gssr-621	1354	7	lo	lo	PROPN
gssr-621	1354	8	,	,	PUNCT
gssr-621	1354	9	y.-c	y.-c	PROPN
gssr-621	1354	10	.	.	PROPN
gssr-621	1354	11	,	,	PUNCT
gssr-621	1354	12	dong	dong	PROPN
gssr-621	1354	13	,	,	PUNCT
gssr-621	1354	14	c.-d	c.-d	PROPN
gssr-621	1354	15	.	.	PROPN
gssr-621	1354	16	,	,	PUNCT
gssr-621	1354	17	nagarajan	nagarajan	PROPN
gssr-621	1354	18	,	,	PUNCT
gssr-621	1354	19	d.	d.	PROPN
gssr-621	1354	20	,	,	PUNCT
gssr-621	1354	21	chang	chang	PROPN
gssr-621	1354	22	,	,	PUNCT
gssr-621	1354	23	j.-s	j.-s	PROPN
gssr-621	1354	24	.	.	PUNCT
gssr-621	1354	25	,	,	PUNCT
gssr-621	1354	26	&	&	CCONJ
gssr-621	1354	27	lee	lee	PROPN
gssr-621	1354	28	,	,	PUNCT
gssr-621	1354	29	d.-j	d.-j	PROPN
gssr-621	1354	30	.	.	PUNCT
gssr-621	1355	1	(	(	PUNCT
gssr-621	1355	2	2020	2020	NUM
gssr-621	1355	3	)	)	PUNCT
gssr-621	1355	4	.	.	PUNCT
gssr-621	1356	1	biobutanol	biobutanol	NOUN
gssr-621	1356	2	production	production	NOUN
gssr-621	1356	3	from	from	ADP
gssr-621	1356	4	lignocellulosic	lignocellulosic	ADJ
gssr-621	1356	5	biomass	biomass	NOUN
gssr-621	1356	6	using	use	VERB
gssr-621	1356	7	immobilized	immobilized	ADJ
gssr-621	1356	8	clostridium	clostridium	NOUN
gssr-621	1356	9	acetobutylicum	acetobutylicum	NOUN
gssr-621	1356	10	.	.	PUNCT
gssr-621	1357	1	applied	apply	VERB
gssr-621	1357	2	energy	energy	NOUN
gssr-621	1357	3	,	,	PUNCT
gssr-621	1357	4	277(115531	277(115531	NUM
gssr-621	1357	5	)	)	PUNCT
gssr-621	1357	6	.	.	PUNCT
gssr-621	1358	1	https://doi.org/10.1016/j.apenergy.2020.115531	https://doi.org/10.1016/j.apenergy.2020.115531	PROPN
gssr-621	1358	2	tse	tse	PROPN
gssr-621	1358	3	,	,	PUNCT
gssr-621	1358	4	t.	t.	PROPN
gssr-621	1358	5	j.	j.	PROPN
gssr-621	1358	6	,	,	PUNCT
gssr-621	1358	7	wiens	wiens	PROPN
gssr-621	1358	8	,	,	PUNCT
gssr-621	1358	9	d.	d.	PROPN
gssr-621	1358	10	j.	j.	PROPN
gssr-621	1358	11	,	,	PUNCT
gssr-621	1358	12	&	&	CCONJ
gssr-621	1358	13	reaney	reaney	NOUN
gssr-621	1358	14	,	,	PUNCT
gssr-621	1358	15	m.	m.	NOUN
gssr-621	1358	16	j.	j.	PROPN
gssr-621	1358	17	t.	t.	PROPN
gssr-621	1358	18	(	(	PUNCT
gssr-621	1358	19	2021	2021	NUM
gssr-621	1358	20	)	)	PUNCT
gssr-621	1358	21	.	.	PUNCT
gssr-621	1359	1	production	production	NOUN
gssr-621	1359	2	of	of	ADP
gssr-621	1359	3	bioethanol	bioethanol	NOUN
gssr-621	1359	4	-	-	PUNCT
gssr-621	1359	5	a	a	DET
gssr-621	1359	6	review	review	NOUN
gssr-621	1359	7	of	of	ADP
gssr-621	1359	8	factors	factor	NOUN
gssr-621	1359	9	affecting	affect	VERB
gssr-621	1359	10	ethanol	ethanol	NOUN
gssr-621	1359	11	yield	yield	NOUN
gssr-621	1359	12	.	.	PUNCT
gssr-621	1360	1	fermentation	fermentation	NOUN
gssr-621	1360	2	,	,	PUNCT
gssr-621	1360	3	7(268	7(268	PROPN
gssr-621	1360	4	)	)	PUNCT
gssr-621	1360	5	,	,	PUNCT
gssr-621	1360	6	1–18	1–18	NUM
gssr-621	1360	7	.	.	PUNCT
gssr-621	1361	1	https://doi.org/10.3390/fermentation7040268	https://doi.org/10.3390/fermentation7040268	PROPN
gssr-621	1361	2	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	PROPN
gssr-621	1361	3	global	global	ADJ
gssr-621	1361	4	sustainability	sustainability	NOUN
gssr-621	1361	5	research	research	NOUN
gssr-621	1361	6	global	global	ADJ
gssr-621	1361	7	scientific	scientific	ADJ
gssr-621	1361	8	research	research	NOUN
gssr-621	1361	9	124	124	NUM
gssr-621	1361	10	turini	turini	NOUN
gssr-621	1361	11	,	,	PUNCT
gssr-621	1361	12	c.	c.	PROPN
gssr-621	1361	13	da	da	PROPN
gssr-621	1361	14	s.	s.	PROPN
gssr-621	1361	15	,	,	PUNCT
gssr-621	1361	16	nogueira	nogueira	PROPN
gssr-621	1361	17	,	,	PUNCT
gssr-621	1361	18	r.	r.	PROPN
gssr-621	1361	19	m.	m.	PROPN
gssr-621	1361	20	,	,	PUNCT
gssr-621	1361	21	pires	pire	NOUN
gssr-621	1361	22	,	,	PUNCT
gssr-621	1361	23	e.	e.	PROPN
gssr-621	1361	24	m.	m.	PROPN
gssr-621	1361	25	,	,	PUNCT
gssr-621	1361	26	&	&	CCONJ
gssr-621	1361	27	agostini	agostini	PROPN
gssr-621	1361	28	,	,	PUNCT
gssr-621	1361	29	j.	j.	PROPN
gssr-621	1361	30	da	da	PROPN
gssr-621	1361	31	s.	s.	PROPN
gssr-621	1361	32	(	(	PUNCT
gssr-621	1361	33	2021	2021	NUM
gssr-621	1361	34	)	)	PUNCT
gssr-621	1361	35	.	.	PUNCT
gssr-621	1362	1	enzymatic	enzymatic	ADJ
gssr-621	1362	2	hydrolysis	hydrolysis	NOUN
gssr-621	1362	3	of	of	ADP
gssr-621	1362	4	carbohydrates	carbohydrate	NOUN
gssr-621	1362	5	in	in	ADP
gssr-621	1362	6	by	by	ADP
gssr-621	1362	7	-	-	PUNCT
gssr-621	1362	8	products	product	NOUN
gssr-621	1362	9	of	of	ADP
gssr-621	1362	10	processed	process	VERB
gssr-621	1362	11	rice	rice	NOUN
gssr-621	1362	12	.	.	PUNCT
gssr-621	1363	1	ciência	ciência	NOUN
gssr-621	1363	2	rural	rural	NOUN
gssr-621	1363	3	,	,	PUNCT
gssr-621	1363	4	santa	santa	PROPN
gssr-621	1363	5	maria	maria	PROPN
gssr-621	1363	6	,	,	PUNCT
gssr-621	1363	7	51(11	51(11	NUM
gssr-621	1363	8	)	)	PUNCT
gssr-621	1363	9	,	,	PUNCT
gssr-621	1363	10	1–9	1–9	PROPN
gssr-621	1363	11	.	.	PUNCT
gssr-621	1363	12	https://doi.org/10.1590/0103-8478cr20200522	https://doi.org/10.1590/0103-8478cr20200522	PROPN
gssr-621	1363	13	uchegbu	uchegbu	NOUN
gssr-621	1363	14	,	,	PUNCT
gssr-621	1363	15	n.	n.	PROPN
gssr-621	1363	16	n.	n.	PROPN
gssr-621	1363	17	,	,	PUNCT
gssr-621	1363	18	ude	ude	NOUN
gssr-621	1363	19	,	,	PUNCT
gssr-621	1363	20	c.	c.	PROPN
gssr-621	1363	21	n.	n.	PROPN
gssr-621	1363	22	,	,	PUNCT
gssr-621	1363	23	okoyeuzu	okoyeuzu	PROPN
gssr-621	1363	24	,	,	PUNCT
gssr-621	1363	25	c.	c.	PROPN
gssr-621	1363	26	f.	f.	PROPN
gssr-621	1363	27	,	,	PUNCT
gssr-621	1363	28	nwadi	nwadi	NOUN
gssr-621	1363	29	,	,	PUNCT
gssr-621	1363	30	o.	o.	PROPN
gssr-621	1363	31	m.	m.	NOUN
gssr-621	1363	32	m.	m.	PROPN
gssr-621	1363	33	,	,	PUNCT
gssr-621	1363	34	rasaq	rasaq	PROPN
gssr-621	1363	35	,	,	PUNCT
gssr-621	1363	36	w.	w.	PROPN
gssr-621	1363	37	a.	a.	PROPN
gssr-621	1363	38	,	,	PUNCT
gssr-621	1363	39	ogbonna	ogbonna	NOUN
gssr-621	1363	40	,	,	PUNCT
gssr-621	1363	41	c.	c.	PROPN
gssr-621	1363	42	u.	u.	PROPN
gssr-621	1363	43	,	,	PUNCT
gssr-621	1363	44	hossaini	hossaini	PROPN
gssr-621	1363	45	,	,	PUNCT
gssr-621	1363	46	s.	s.	PROPN
gssr-621	1363	47	m.	m.	PROPN
gssr-621	1363	48	,	,	PUNCT
gssr-621	1363	49	&	&	CCONJ
gssr-621	1363	50	okpala	okpala	PROPN
gssr-621	1363	51	,	,	PUNCT
gssr-621	1363	52	c.	c.	PROPN
gssr-621	1363	53	o.	o.	PROPN
gssr-621	1363	54	r.	r.	PROPN
gssr-621	1363	55	(	(	PUNCT
gssr-621	1363	56	2022	2022	NUM
gssr-621	1363	57	)	)	PUNCT
gssr-621	1363	58	.	.	PUNCT
gssr-621	1364	1	optimisation	optimisation	NOUN
gssr-621	1364	2	of	of	ADP
gssr-621	1364	3	enzymatic	enzymatic	ADJ
gssr-621	1364	4	fermented	ferment	VERB
gssr-621	1364	5	glucose	glucose	NOUN
gssr-621	1364	6	production	production	NOUN
gssr-621	1364	7	of	of	ADP
gssr-621	1364	8	wild	wild	ADJ
gssr-621	1364	9	cocoyam	cocoyam	PROPN
gssr-621	1364	10	starch	starch	NOUN
gssr-621	1364	11	using	use	VERB
gssr-621	1364	12	response	response	NOUN
gssr-621	1364	13	surface	surface	NOUN
gssr-621	1364	14	methodology	methodology	NOUN
gssr-621	1364	15	.	.	PUNCT
gssr-621	1365	1	global	global	ADJ
gssr-621	1365	2	nest	nest	PROPN
gssr-621	1365	3	journal	journal	PROPN
gssr-621	1365	4	,	,	PUNCT
gssr-621	1365	5	24(3	24(3	NUM
gssr-621	1365	6	)	)	PUNCT
gssr-621	1365	7	,	,	PUNCT
gssr-621	1365	8	351–361	351–361	NUM
gssr-621	1365	9	.	.	PUNCT
gssr-621	1366	1	https://doi.org/10.30955/gnj.003927	https://doi.org/10.30955/gnj.003927	PRON
gssr-621	1366	2	ude	ude	NOUN
gssr-621	1366	3	,	,	PUNCT
gssr-621	1366	4	m.	m.	NOUN
gssr-621	1366	5	u.	u.	PROPN
gssr-621	1366	6	,	,	PUNCT
gssr-621	1366	7	oluka	oluka	ADJ
gssr-621	1366	8	,	,	PUNCT
gssr-621	1366	9	i.	i.	PROPN
gssr-621	1366	10	,	,	PUNCT
gssr-621	1366	11	&	&	CCONJ
gssr-621	1366	12	eze	eze	PROPN
gssr-621	1366	13	,	,	PUNCT
gssr-621	1366	14	p.	p.	NOUN
gssr-621	1366	15	c.	c.	PROPN
gssr-621	1366	16	(	(	PUNCT
gssr-621	1366	17	2020	2020	NUM
gssr-621	1366	18	)	)	PUNCT
gssr-621	1366	19	.	.	PUNCT
gssr-621	1367	1	optimization	optimization	NOUN
gssr-621	1367	2	and	and	CCONJ
gssr-621	1367	3	kinetics	kinetic	NOUN
gssr-621	1367	4	of	of	ADP
gssr-621	1367	5	glucose	glucose	NOUN
gssr-621	1367	6	production	production	NOUN
gssr-621	1367	7	via	via	ADP
gssr-621	1367	8	enzymatic	enzymatic	ADJ
gssr-621	1367	9	hydrolysis	hydrolysis	NOUN
gssr-621	1367	10	of	of	ADP
gssr-621	1367	11	mixed	mixed	ADJ
gssr-621	1367	12	peels	peel	NOUN
gssr-621	1367	13	.	.	PUNCT
gssr-621	1368	1	journal	journal	NOUN
gssr-621	1368	2	of	of	ADP
gssr-621	1368	3	bioresources	bioresource	NOUN
gssr-621	1368	4	and	and	CCONJ
gssr-621	1368	5	bioproducts	bioproduct	NOUN
gssr-621	1368	6	,	,	PUNCT
gssr-621	1368	7	5	5	NUM
gssr-621	1368	8	,	,	PUNCT
gssr-621	1368	9	283–290	283–290	NUM
gssr-621	1368	10	.	.	PUNCT
gssr-621	1369	1	https://doi.org/10.1016/j.jobab.2020.10.007	https://doi.org/10.1016/j.jobab.2020.10.007	NUM
gssr-621	1369	2	weiss	weiss	NOUN
gssr-621	1369	3	,	,	PUNCT
gssr-621	1369	4	n.	n.	PROPN
gssr-621	1369	5	d.	d.	PROPN
gssr-621	1369	6	,	,	PUNCT
gssr-621	1369	7	felby	felby	PROPN
gssr-621	1369	8	,	,	PUNCT
gssr-621	1369	9	c.	c.	PROPN
gssr-621	1369	10	,	,	PUNCT
gssr-621	1369	11	&	&	CCONJ
gssr-621	1369	12	thygesen	thygesen	PROPN
gssr-621	1369	13	,	,	PUNCT
gssr-621	1369	14	l.	l.	PROPN
gssr-621	1369	15	g.	g.	PROPN
gssr-621	1369	16	(	(	PUNCT
gssr-621	1369	17	2019	2019	NUM
gssr-621	1369	18	)	)	PUNCT
gssr-621	1369	19	.	.	PUNCT
gssr-621	1370	1	enzymatic	enzymatic	ADJ
gssr-621	1370	2	hydrolysis	hydrolysis	NOUN
gssr-621	1370	3	is	be	AUX
gssr-621	1370	4	limited	limit	VERB
gssr-621	1370	5	by	by	ADP
gssr-621	1370	6	biomass	biomass	NOUN
gssr-621	1370	7	–	–	PUNCT
gssr-621	1370	8	water	water	NOUN
gssr-621	1370	9	interactions	interaction	NOUN
gssr-621	1370	10	at	at	ADP
gssr-621	1370	11	high‑solids	high‑solid	NOUN
gssr-621	1370	12	:	:	PUNCT
gssr-621	1370	13	improved	improve	VERB
gssr-621	1370	14	performance	performance	NOUN
gssr-621	1370	15	through	through	ADP
gssr-621	1370	16	substrate	substrate	NOUN
gssr-621	1370	17	modifications	modification	NOUN
gssr-621	1370	18	.	.	PUNCT
gssr-621	1371	1	biotechnology	biotechnology	NOUN
gssr-621	1371	2	for	for	ADP
gssr-621	1371	3	biofuels	biofuel	NOUN
gssr-621	1371	4	,	,	PUNCT
gssr-621	1371	5	12(3	12(3	NUM
gssr-621	1371	6	)	)	PUNCT
gssr-621	1371	7	,	,	PUNCT
gssr-621	1371	8	1–13	1–13	NOUN
gssr-621	1371	9	.	.	PUNCT
gssr-621	1372	1	https://doi.org/10.1186/s13068-018-1339-x	https://doi.org/10.1186/s13068-018-1339-x	PROPN
gssr-621	1372	2	yang	yang	PROPN
gssr-621	1372	3	,	,	PUNCT
gssr-621	1372	4	j.	j.	PROPN
gssr-621	1372	5	,	,	PUNCT
gssr-621	1372	6	cai	cai	PROPN
gssr-621	1372	7	,	,	PUNCT
gssr-621	1372	8	d.	d.	PROPN
gssr-621	1372	9	,	,	PUNCT
gssr-621	1372	10	liu	liu	PROPN
gssr-621	1372	11	,	,	PUNCT
gssr-621	1372	12	x.	x.	PROPN
gssr-621	1372	13	,	,	PUNCT
gssr-621	1372	14	zhu	zhu	PROPN
gssr-621	1372	15	,	,	PUNCT
gssr-621	1372	16	l.	l.	PROPN
gssr-621	1372	17	,	,	PUNCT
gssr-621	1372	18	zhang	zhang	PROPN
gssr-621	1372	19	,	,	PUNCT
gssr-621	1372	20	c.	c.	PROPN
gssr-621	1372	21	,	,	PUNCT
gssr-621	1372	22	peng	peng	PROPN
gssr-621	1372	23	,	,	PUNCT
gssr-621	1372	24	q.	q.	PROPN
gssr-621	1372	25	,	,	PUNCT
gssr-621	1372	26	han	han	PROPN
gssr-621	1372	27	,	,	PUNCT
gssr-621	1372	28	y.	y.	PROPN
gssr-621	1372	29	,	,	PUNCT
gssr-621	1372	30	liu	liu	PROPN
gssr-621	1372	31	,	,	PUNCT
gssr-621	1372	32	g.	g.	PROPN
gssr-621	1372	33	,	,	PUNCT
gssr-621	1372	34	&	&	CCONJ
gssr-621	1372	35	yang	yang	PROPN
gssr-621	1372	36	,	,	PUNCT
gssr-621	1372	37	m.	m.	NOUN
gssr-621	1372	38	(	(	PUNCT
gssr-621	1372	39	2023	2023	NUM
gssr-621	1372	40	)	)	PUNCT
gssr-621	1372	41	.	.	PUNCT
gssr-621	1373	1	glucose	glucose	NOUN
gssr-621	1373	2	conversion	conversion	NOUN
gssr-621	1373	3	for	for	ADP
gssr-621	1373	4	biobutanol	biobutanol	NOUN
gssr-621	1373	5	production	production	NOUN
gssr-621	1373	6	from	from	ADP
gssr-621	1373	7	fresh	fresh	ADJ
gssr-621	1373	8	chlorella	chlorella	NOUN
gssr-621	1373	9	sorokiniana	sorokiniana	NOUN
gssr-621	1373	10	via	via	ADP
gssr-621	1373	11	direct	direct	ADJ
gssr-621	1373	12	enzymatic	enzymatic	ADJ
gssr-621	1373	13	hydrolysis	hydrolysis	NOUN
gssr-621	1373	14	.	.	PUNCT
gssr-621	1374	1	fermentation	fermentation	NOUN
gssr-621	1374	2	,	,	PUNCT
gssr-621	1374	3	9(284	9(284	NUM
gssr-621	1374	4	)	)	PUNCT
gssr-621	1374	5	,	,	PUNCT
gssr-621	1374	6	1–15	1–15	PROPN
gssr-621	1374	7	.	.	PUNCT
gssr-621	1375	1	https://doi.org/10.3390/fermentation9030284	https://doi.org/10.3390/fermentation9030284	PROPN
gssr-621	1375	2	yassien	yassien	PROPN
gssr-621	1375	3	,	,	PUNCT
gssr-621	1375	4	m.	m.	NOUN
gssr-621	1375	5	a.	a.	NOUN
gssr-621	1375	6	m.	m.	PROPN
gssr-621	1375	7	,	,	PUNCT
gssr-621	1375	8	&	&	CCONJ
gssr-621	1375	9	jiman	jiman	PROPN
gssr-621	1375	10	-	-	PUNCT
gssr-621	1375	11	fatani	fatani	PROPN
gssr-621	1375	12	,	,	PUNCT
gssr-621	1375	13	a.	a.	NOUN
gssr-621	1375	14	a.	a.	NOUN
gssr-621	1375	15	m.	m.	NOUN
gssr-621	1375	16	(	(	PUNCT
gssr-621	1375	17	2023	2023	NUM
gssr-621	1375	18	)	)	PUNCT
gssr-621	1375	19	.	.	PUNCT
gssr-621	1376	1	optimization	optimization	NOUN
gssr-621	1376	2	of	of	ADP
gssr-621	1376	3	glucose	glucose	NOUN
gssr-621	1376	4	isomerase	isomerase	ADJ
gssr-621	1376	5	production	production	NOUN
gssr-621	1376	6	by	by	ADP
gssr-621	1376	7	streptomyces	streptomyce	NOUN
gssr-621	1376	8	albaduncus	albaduncu	VERB
gssr-621	1376	9	.	.	PUNCT
gssr-621	1377	1	african	african	ADJ
gssr-621	1377	2	journal	journal	PROPN
gssr-621	1377	3	of	of	ADP
gssr-621	1377	4	microbiology	microbiology	NOUN
gssr-621	1377	5	research	research	NOUN
gssr-621	1377	6	,	,	PUNCT
gssr-621	1377	7	6(12	6(12	NUM
gssr-621	1377	8	)	)	PUNCT
gssr-621	1377	9	,	,	PUNCT
gssr-621	1377	10	2976–2984	2976–2984	NUM
gssr-621	1377	11	.	.	PUNCT
gssr-621	1378	1	https://doi.org/10.5897/ajmr12.016	https://doi.org/10.5897/ajmr12.016	PROPN
gssr-621	1378	2	yu	yu	PROPN
gssr-621	1378	3	,	,	PUNCT
gssr-621	1378	4	d.	d.	PROPN
gssr-621	1378	5	,	,	PUNCT
gssr-621	1378	6	johan	johan	PROPN
gssr-621	1378	7	,	,	PUNCT
gssr-621	1378	8	m.	m.	NOUN
gssr-621	1378	9	,	,	PUNCT
gssr-621	1378	10	heikki	heikki	PROPN
gssr-621	1378	11	,	,	PUNCT
gssr-621	1378	12	w.	w.	PROPN
gssr-621	1378	13	,	,	PUNCT
gssr-621	1378	14	&	&	CCONJ
gssr-621	1378	15	tapio	tapio	PROPN
gssr-621	1378	16	,	,	PUNCT
gssr-621	1378	17	h.	h.	PROPN
gssr-621	1378	18	(	(	PUNCT
gssr-621	1378	19	2021	2021	NUM
gssr-621	1378	20	)	)	PUNCT
gssr-621	1378	21	.	.	PUNCT
gssr-621	1379	1	parameter	parameter	PROPN
gssr-621	1379	2	estimation	estimation	NOUN
gssr-621	1379	3	in	in	ADP
gssr-621	1379	4	kinetic	kinetic	ADJ
gssr-621	1379	5	models	model	NOUN
gssr-621	1379	6	of	of	ADP
gssr-621	1379	7	complex	complex	ADJ
gssr-621	1379	8	heterogeneous	heterogeneous	ADJ
gssr-621	1379	9	catalytic	catalytic	ADJ
gssr-621	1379	10	reactions	reaction	NOUN
gssr-621	1379	11	using	use	VERB
gssr-621	1379	12	bayesian	bayesian	NOUN
gssr-621	1379	13	statistics	statistic	NOUN
gssr-621	1379	14	.	.	PUNCT
gssr-621	1380	1	reaction	reaction	NOUN
gssr-621	1380	2	kinetics	kinetic	NOUN
gssr-621	1380	3	,	,	PUNCT
gssr-621	1380	4	mechanisms	mechanism	NOUN
gssr-621	1380	5	and	and	CCONJ
gssr-621	1380	6	catalysis	catalysis	NOUN
gssr-621	1380	7	,	,	PUNCT
gssr-621	1380	8	133(1	133(1	NUM
gssr-621	1380	9	)	)	PUNCT
gssr-621	1380	10	,	,	PUNCT
gssr-621	1380	11	1–15	1–15	PROPN
gssr-621	1380	12	.	.	PUNCT
gssr-621	1380	13	https://doi.org/10.1007/s11144-021-01974-1	https://doi.org/10.1007/s11144-021-01974-1	PROPN
gssr-621	1380	14	yu	yu	PROPN
gssr-621	1380	15	,	,	PUNCT
gssr-621	1380	16	d.	d.	PROPN
gssr-621	1380	17	,	,	PUNCT
gssr-621	1380	18	o’hair	o’hair	PROPN
gssr-621	1380	19	,	,	PUNCT
gssr-621	1380	20	j.	j.	PROPN
gssr-621	1380	21	,	,	PUNCT
gssr-621	1380	22	poe	poe	PROPN
gssr-621	1380	23	,	,	PUNCT
gssr-621	1380	24	n.	n.	NOUN
gssr-621	1380	25	,	,	PUNCT
gssr-621	1380	26	jin	jin	PROPN
gssr-621	1380	27	,	,	PUNCT
gssr-621	1380	28	q.	q.	PROPN
gssr-621	1380	29	,	,	PUNCT
gssr-621	1380	30	pinton	pinton	PROPN
gssr-621	1380	31	,	,	PUNCT
gssr-621	1380	32	s.	s.	PROPN
gssr-621	1380	33	,	,	PUNCT
gssr-621	1380	34	he	he	PRON
gssr-621	1380	35	,	,	PUNCT
gssr-621	1380	36	y.	y.	PROPN
gssr-621	1380	37	,	,	PUNCT
gssr-621	1380	38	&	&	CCONJ
gssr-621	1380	39	huang	huang	PROPN
gssr-621	1380	40	,	,	PUNCT
gssr-621	1380	41	h.	h.	PROPN
gssr-621	1380	42	(	(	PUNCT
gssr-621	1380	43	2022	2022	NUM
gssr-621	1380	44	)	)	PUNCT
gssr-621	1380	45	.	.	PUNCT
gssr-621	1381	1	conversion	conversion	NOUN
gssr-621	1381	2	of	of	ADP
gssr-621	1381	3	food	food	NOUN
gssr-621	1381	4	waste	waste	NOUN
gssr-621	1381	5	into	into	ADP
gssr-621	1381	6	2,3butanediol	2,3butanediol	NUM
gssr-621	1381	7	via	via	ADP
gssr-621	1381	8	thermophilic	thermophilic	ADJ
gssr-621	1381	9	fermentation	fermentation	NOUN
gssr-621	1381	10	:	:	PUNCT
gssr-621	1381	11	effects	effect	NOUN
gssr-621	1381	12	of	of	ADP
gssr-621	1381	13	carbohydrate	carbohydrate	NOUN
gssr-621	1381	14	content	content	NOUN
gssr-621	1381	15	and	and	CCONJ
gssr-621	1381	16	nutrient	nutrient	ADJ
gssr-621	1381	17	supplementation	supplementation	NOUN
gssr-621	1381	18	.	.	PUNCT
gssr-621	1382	1	foods	food	NOUN
gssr-621	1382	2	,	,	PUNCT
gssr-621	1382	3	11(2	11(2	NUM
gssr-621	1382	4	)	)	PUNCT
gssr-621	1382	5	.	.	PUNCT
gssr-621	1383	1	https://doi.org/10.2290/foods11020169	https://doi.org/10.2290/foods11020169	PROPN
gssr-621	1383	2	yuan	yuan	PROPN
gssr-621	1383	3	,	,	PUNCT
gssr-621	1383	4	q.	q.	PROPN
gssr-621	1383	5	,	,	PUNCT
gssr-621	1383	6	liu	liu	PROPN
gssr-621	1383	7	,	,	PUNCT
gssr-621	1383	8	s.	s.	PROPN
gssr-621	1383	9	,	,	PUNCT
gssr-621	1383	10	ma	ma	PROPN
gssr-621	1383	11	,	,	PUNCT
gssr-621	1383	12	m.-g	m.-g	PROPN
gssr-621	1383	13	.	.	PUNCT
gssr-621	1383	14	,	,	PUNCT
gssr-621	1383	15	ji	ji	PROPN
gssr-621	1383	16	,	,	PUNCT
gssr-621	1383	17	x.-x	x.-x	PROPN
gssr-621	1383	18	.	.	PROPN
gssr-621	1383	19	,	,	PUNCT
gssr-621	1383	20	choi	choi	NOUN
gssr-621	1383	21	,	,	PUNCT
gssr-621	1383	22	s.-e	s.-e	PROPN
gssr-621	1383	23	.	.	PROPN
gssr-621	1383	24	,	,	PUNCT
gssr-621	1383	25	&	&	CCONJ
gssr-621	1383	26	si	si	PROPN
gssr-621	1383	27	,	,	PUNCT
gssr-621	1383	28	c.	c.	PROPN
gssr-621	1383	29	(	(	PUNCT
gssr-621	1383	30	2021	2021	NUM
gssr-621	1383	31	)	)	PUNCT
gssr-621	1383	32	.	.	PUNCT
gssr-621	1384	1	the	the	DET
gssr-621	1384	2	kinetics	kinetics	PROPN
gssr-621	1384	3	studies	study	NOUN
gssr-621	1384	4	on	on	ADP
gssr-621	1384	5	hydrolysis	hydrolysis	NOUN
gssr-621	1384	6	of	of	ADP
gssr-621	1384	7	hemicellulose	hemicellulose	NOUN
gssr-621	1384	8	.	.	PUNCT
gssr-621	1385	1	frontiers	frontier	NOUN
gssr-621	1385	2	in	in	ADP
gssr-621	1385	3	chemistry	chemistry	NOUN
gssr-621	1385	4	,	,	PUNCT
gssr-621	1385	5	9(781291	9(781291	NOUN
gssr-621	1385	6	)	)	PUNCT
gssr-621	1385	7	,	,	PUNCT
gssr-621	1385	8	1–12	1–12	NOUN
gssr-621	1385	9	.	.	PUNCT
gssr-621	1386	1	https://doi.org/10.3389/fchem.2021.781291	https://doi.org/10.3389/fchem.2021.781291	PROPN
gssr-621	1386	2	zahonyi	zahonyi	PROPN
gssr-621	1386	3	,	,	PUNCT
gssr-621	1386	4	p.	p.	PROPN
gssr-621	1386	5	,	,	PUNCT
gssr-621	1386	6	szabo	szabo	PROPN
gssr-621	1386	7	,	,	PUNCT
gssr-621	1386	8	e.	e.	PROPN
gssr-621	1386	9	,	,	PUNCT
gssr-621	1386	10	domokos	domokos	PROPN
gssr-621	1386	11	,	,	PUNCT
gssr-621	1386	12	a.	a.	NOUN
gssr-621	1386	13	,	,	PUNCT
gssr-621	1386	14	haraszti	haraszti	NOUN
gssr-621	1386	15	,	,	PUNCT
gssr-621	1386	16	a.	a.	NOUN
gssr-621	1386	17	,	,	PUNCT
gssr-621	1386	18	gyurkes	gyurke	NOUN
gssr-621	1386	19	,	,	PUNCT
gssr-621	1386	20	m.	m.	NOUN
gssr-621	1386	21	,	,	PUNCT
gssr-621	1386	22	moharos	moharo	NOUN
gssr-621	1386	23	,	,	PUNCT
gssr-621	1386	24	e.	e.	PROPN
gssr-621	1386	25	,	,	PUNCT
gssr-621	1386	26	&	&	CCONJ
gssr-621	1386	27	nagy	nagy	PROPN
gssr-621	1386	28	,	,	PUNCT
gssr-621	1386	29	z.	z.	PROPN
gssr-621	1386	30	k.	k.	PROPN
gssr-621	1386	31	(	(	PUNCT
gssr-621	1386	32	2022	2022	NUM
gssr-621	1386	33	)	)	PUNCT
gssr-621	1386	34	.	.	PUNCT
gssr-621	1387	1	continuous	continuous	ADJ
gssr-621	1387	2	integrated	integrated	ADJ
gssr-621	1387	3	production	production	NOUN
gssr-621	1387	4	of	of	ADP
gssr-621	1387	5	glucose	glucose	NOUN
gssr-621	1387	6	granules	granule	NOUN
gssr-621	1387	7	with	with	ADP
gssr-621	1387	8	enhanced	enhanced	ADJ
gssr-621	1387	9	flowability	flowability	NOUN
gssr-621	1387	10	and	and	CCONJ
gssr-621	1387	11	tabletability	tabletability	NOUN
gssr-621	1387	12	.	.	PUNCT
gssr-621	1388	1	international	international	ADJ
gssr-621	1388	2	journal	journal	PROPN
gssr-621	1388	3	of	of	ADP
gssr-621	1388	4	pharmaceutics	pharmaceutic	NOUN
gssr-621	1388	5	,	,	PUNCT
gssr-621	1388	6	626(122197	626(122197	NOUN
gssr-621	1388	7	)	)	PUNCT
gssr-621	1388	8	,	,	PUNCT
gssr-621	1388	9	1–11	1–11	PROPN
gssr-621	1388	10	.	.	PUNCT
gssr-621	1389	1	https://doi.org/10.1016/j.ijpharm.2022.122197	https://doi.org/10.1016/j.ijpharm.2022.122197	PROPN
gssr-621	1389	2	zhang	zhang	PROPN
gssr-621	1389	3	,	,	PUNCT
gssr-621	1389	4	c.	c.	PROPN
gssr-621	1389	5	,	,	PUNCT
gssr-621	1389	6	kang	kang	PROPN
gssr-621	1389	7	,	,	PUNCT
gssr-621	1389	8	x.	x.	PROPN
gssr-621	1389	9	,	,	PUNCT
gssr-621	1389	10	wang	wang	PROPN
gssr-621	1389	11	,	,	PUNCT
gssr-621	1389	12	f.	f.	PROPN
gssr-621	1389	13	,	,	PUNCT
gssr-621	1389	14	tian	tian	PROPN
gssr-621	1389	15	,	,	PUNCT
gssr-621	1389	16	y.	y.	PROPN
gssr-621	1389	17	,	,	PUNCT
gssr-621	1389	18	liu	liu	PROPN
gssr-621	1389	19	,	,	PUNCT
gssr-621	1389	20	t.	t.	PROPN
gssr-621	1389	21	,	,	PUNCT
gssr-621	1389	22	su	su	PROPN
gssr-621	1389	23	,	,	PUNCT
gssr-621	1389	24	y.	y.	PROPN
gssr-621	1389	25	,	,	PUNCT
gssr-621	1389	26	qian	qian	PROPN
gssr-621	1389	27	,	,	PUNCT
gssr-621	1389	28	t.	t.	PROPN
gssr-621	1389	29	,	,	PUNCT
gssr-621	1389	30	&	&	CCONJ
gssr-621	1389	31	zhang	zhang	PROPN
gssr-621	1389	32	,	,	PUNCT
gssr-621	1389	33	y.	y.	PROPN
gssr-621	1389	34	(	(	PUNCT
gssr-621	1389	35	2020	2020	NUM
gssr-621	1389	36	)	)	PUNCT
gssr-621	1389	37	.	.	PUNCT
gssr-621	1390	1	valorization	valorization	NOUN
gssr-621	1390	2	of	of	ADP
gssr-621	1390	3	food	food	NOUN
gssr-621	1390	4	waste	waste	NOUN
gssr-621	1390	5	for	for	ADP
gssr-621	1390	6	costeffective	costeffective	ADJ
gssr-621	1390	7	reducing	reduce	VERB
gssr-621	1390	8	sugar	sugar	NOUN
gssr-621	1390	9	recovery	recovery	NOUN
gssr-621	1390	10	in	in	ADP
gssr-621	1390	11	a	a	DET
gssr-621	1390	12	two	two	NUM
gssr-621	1390	13	-	-	PUNCT
gssr-621	1390	14	stage	stage	NOUN
gssr-621	1390	15	enzymatic	enzymatic	ADJ
gssr-621	1390	16	hydrolysis	hydrolysis	NOUN
gssr-621	1390	17	platform	platform	NOUN
gssr-621	1390	18	.	.	PUNCT
gssr-621	1391	1	energy	energy	NOUN
gssr-621	1391	2	,	,	PUNCT
gssr-621	1391	3	208(118379	208(118379	NUM
gssr-621	1391	4	)	)	PUNCT
gssr-621	1391	5	.	.	PUNCT
gssr-621	1392	1	https://doi.org/10.1016/j.energy.2020.118379	https://doi.org/10.1016/j.energy.2020.118379	PROPN
gssr-621	1392	2	zhang	zhang	PROPN
gssr-621	1392	3	,	,	PUNCT
gssr-621	1392	4	p.	p.	PROPN
gssr-621	1392	5	,	,	PUNCT
gssr-621	1392	6	&	&	CCONJ
gssr-621	1392	7	sutheerawattananonda	sutheerawattananonda	PROPN
gssr-621	1392	8	,	,	PUNCT
gssr-621	1392	9	m.	m.	NOUN
gssr-621	1392	10	(	(	PUNCT
gssr-621	1392	11	2020	2020	NUM
gssr-621	1392	12	)	)	PUNCT
gssr-621	1392	13	.	.	PUNCT
gssr-621	1393	1	kinetic	kinetic	ADJ
gssr-621	1393	2	models	model	NOUN
gssr-621	1393	3	for	for	ADP
gssr-621	1393	4	glucosamine	glucosamine	NOUN
gssr-621	1393	5	production	production	NOUN
gssr-621	1393	6	by	by	ADP
gssr-621	1393	7	acid	acid	ADJ
gssr-621	1393	8	hydrolysis	hydrolysis	NOUN
gssr-621	1393	9	of	of	ADP
gssr-621	1393	10	chitin	chitin	NOUN
gssr-621	1393	11	in	in	ADP
gssr-621	1393	12	five	five	NUM
gssr-621	1393	13	mushrooms	mushroom	NOUN
gssr-621	1393	14	.	.	PUNCT
gssr-621	1394	1	international	international	ADJ
gssr-621	1394	2	journal	journal	PROPN
gssr-621	1394	3	of	of	ADP
gssr-621	1394	4	chemical	chemical	PROPN
gssr-621	1394	5	engineering	engineering	NOUN
gssr-621	1394	6	,	,	PUNCT
gssr-621	1394	7	2020(5084036	2020(5084036	NUM
gssr-621	1394	8	)	)	PUNCT
gssr-621	1394	9	,	,	PUNCT
gssr-621	1394	10	1–8	1–8	X
gssr-621	1394	11	.	.	PUNCT
gssr-621	1395	1	https://doi.org/10.1155/2020/5084036	https://doi.org/10.1155/2020/5084036	PROPN
gssr-621	1395	2	zhang	zhang	PROPN
gssr-621	1395	3	,	,	PUNCT
gssr-621	1395	4	w.	w.	PROPN
gssr-621	1395	5	,	,	PUNCT
gssr-621	1395	6	diao	diao	PROPN
gssr-621	1395	7	,	,	PUNCT
gssr-621	1395	8	c.	c.	PROPN
gssr-621	1395	9	,	,	PUNCT
gssr-621	1395	10	&	&	CCONJ
gssr-621	1395	11	wang	wang	PROPN
gssr-621	1395	12	,	,	PUNCT
gssr-621	1395	13	l.	l.	PROPN
gssr-621	1395	14	(	(	PUNCT
gssr-621	1395	15	2023	2023	NUM
gssr-621	1395	16	)	)	PUNCT
gssr-621	1395	17	.	.	PUNCT
gssr-621	1396	1	degradation	degradation	NOUN
gssr-621	1396	2	of	of	ADP
gssr-621	1396	3	lignin	lignin	NOUN
gssr-621	1396	4	in	in	ADP
gssr-621	1396	5	different	different	ADJ
gssr-621	1396	6	lignocellulosic	lignocellulosic	ADJ
gssr-621	1396	7	biomass	biomass	NOUN
gssr-621	1396	8	by	by	ADP
gssr-621	1396	9	steam	steam	NOUN
gssr-621	1396	10	explosion	explosion	NOUN
gssr-621	1396	11	combined	combine	VERB
gssr-621	1396	12	with	with	ADP
gssr-621	1396	13	microbial	microbial	ADJ
gssr-621	1396	14	consortium	consortium	NOUN
gssr-621	1396	15	treatment	treatment	NOUN
gssr-621	1396	16	.	.	PUNCT
gssr-621	1397	1	biotechnology	biotechnology	NOUN
gssr-621	1397	2	for	for	ADP
gssr-621	1397	3	biofuels	biofuel	NOUN
gssr-621	1397	4	and	and	CCONJ
gssr-621	1397	5	bioproducts	bioproduct	NOUN
gssr-621	1397	6	,	,	PUNCT
gssr-621	1397	7	16(55	16(55	NUM
gssr-621	1397	8	)	)	PUNCT
gssr-621	1397	9	,	,	PUNCT
gssr-621	1397	10	1–15	1–15	NUM
gssr-621	1397	11	.	.	PUNCT
gssr-621	1398	1	https://doi.org/10.1186/s13068-023-02306-2	https://doi.org/10.1186/s13068-023-02306-2	PROPN
gssr-621	1398	2	zhou	zhou	PROPN
gssr-621	1398	3	,	,	PUNCT
gssr-621	1398	4	s.	s.	PROPN
gssr-621	1398	5	,	,	PUNCT
gssr-621	1398	6	zhang	zhang	PROPN
gssr-621	1398	7	,	,	PUNCT
gssr-621	1398	8	m.	m.	NOUN
gssr-621	1398	9	,	,	PUNCT
gssr-621	1398	10	zhu	zhu	PROPN
gssr-621	1398	11	,	,	PUNCT
gssr-621	1398	12	l.	l.	PROPN
gssr-621	1398	13	,	,	PUNCT
gssr-621	1398	14	zhao	zhao	PROPN
gssr-621	1398	15	,	,	PUNCT
gssr-621	1398	16	x.	x.	PROPN
gssr-621	1398	17	,	,	PUNCT
gssr-621	1398	18	chen	chen	PROPN
gssr-621	1398	19	,	,	PUNCT
gssr-621	1398	20	j.	j.	PROPN
gssr-621	1398	21	,	,	PUNCT
gssr-621	1398	22	chen	chen	PROPN
gssr-621	1398	23	,	,	PUNCT
gssr-621	1398	24	w.	w.	PROPN
gssr-621	1398	25	,	,	PUNCT
gssr-621	1398	26	&	&	CCONJ
gssr-621	1398	27	chang	chang	PROPN
gssr-621	1398	28	,	,	PUNCT
gssr-621	1398	29	c.	c.	PROPN
gssr-621	1398	30	(	(	PUNCT
gssr-621	1398	31	2023	2023	NUM
gssr-621	1398	32	)	)	PUNCT
gssr-621	1398	33	.	.	PUNCT
gssr-621	1399	1	hydrolysis	hydrolysis	NOUN
gssr-621	1399	2	of	of	ADP
gssr-621	1399	3	lignocellulose	lignocellulose	NOUN
gssr-621	1399	4	to	to	ADP
gssr-621	1399	5	succinic	succinic	ADJ
gssr-621	1399	6	acid	acid	NOUN
gssr-621	1399	7	:	:	PUNCT
gssr-621	1399	8	a	a	DET
gssr-621	1399	9	review	review	NOUN
gssr-621	1399	10	of	of	ADP
gssr-621	1399	11	treatment	treatment	NOUN
gssr-621	1399	12	methods	method	NOUN
gssr-621	1399	13	and	and	CCONJ
gssr-621	1399	14	succinic	succinic	ADJ
gssr-621	1399	15	acid	acid	NOUN
gssr-621	1399	16	applications	application	NOUN
gssr-621	1399	17	.	.	PUNCT
gssr-621	1400	1	biotechnology	biotechnology	NOUN
gssr-621	1400	2	for	for	ADP
gssr-621	1400	3	biofuels	biofuel	NOUN
gssr-621	1400	4	and	and	CCONJ
gssr-621	1400	5	bioproducts	bioproduct	NOUN
gssr-621	1400	6	,	,	PUNCT
gssr-621	1400	7	16(1	16(1	NUM
gssr-621	1400	8	)	)	PUNCT
gssr-621	1400	9	,	,	PUNCT
gssr-621	1400	10	1–17	1–17	PROPN
gssr-621	1400	11	.	.	PUNCT
gssr-621	1401	1	https://doi.org/10.1186/s13068-022-02244-5	https://doi.org/10.1186/s13068-022-02244-5	NUM
gssr-621	1401	2	zhu	zhu	PROPN
gssr-621	1401	3	,	,	PUNCT
gssr-621	1401	4	j.	j.	PROPN
gssr-621	1401	5	y.	y.	PROPN
gssr-621	1401	6	,	,	PUNCT
gssr-621	1401	7	&	&	CCONJ
gssr-621	1401	8	pan	pan	PROPN
gssr-621	1401	9	,	,	PUNCT
gssr-621	1401	10	x.	x.	NOUN
gssr-621	1401	11	(	(	PUNCT
gssr-621	1401	12	2022	2022	NUM
gssr-621	1401	13	)	)	PUNCT
gssr-621	1401	14	.	.	PUNCT
gssr-621	1402	1	efficient	efficient	ADJ
gssr-621	1402	2	sugar	sugar	NOUN
gssr-621	1402	3	production	production	NOUN
gssr-621	1402	4	from	from	ADP
gssr-621	1402	5	plant	plant	NOUN
gssr-621	1402	6	biomass	biomass	NOUN
gssr-621	1402	7	:	:	PUNCT
gssr-621	1402	8	current	current	ADJ
gssr-621	1402	9	status	status	NOUN
gssr-621	1402	10	,	,	PUNCT
gssr-621	1402	11	challenges	challenge	NOUN
gssr-621	1402	12	,	,	PUNCT
gssr-621	1402	13	and	and	CCONJ
gssr-621	1402	14	future	future	ADJ
gssr-621	1402	15	directions	direction	NOUN
gssr-621	1402	16	.	.	PUNCT
gssr-621	1403	1	renewable	renewable	ADJ
gssr-621	1403	2	and	and	CCONJ
gssr-621	1403	3	sustainable	sustainable	ADJ
gssr-621	1403	4	energy	energy	NOUN
gssr-621	1403	5	reviews	review	NOUN
gssr-621	1403	6	,	,	PUNCT
gssr-621	1403	7	164(112583	164(112583	NUM
gssr-621	1403	8	)	)	PUNCT
gssr-621	1403	9	,	,	PUNCT
gssr-621	1403	10	1–23	1–23	PROPN
gssr-621	1403	11	.	.	PUNCT
gssr-621	1404	1	https://doi.org/10.1016/j.rser.2022.112583	https://doi.org/10.1016/j.rser.2022.112583	NOUN
gssr-621	1404	2	https://www.jescae.com/index.php/gssr/gssr	https://www.jescae.com/index.php/gssr/gssr	ADV