id	sid	tid	token	lemma	pos
biomedich-642	1	1	biology	biology	NOUN
biomedich-642	1	2	,	,	PUNCT
biomedich-642	1	3	medicine	medicine	NOUN
biomedich-642	1	4	,	,	PUNCT
biomedich-642	1	5	&	&	CCONJ
biomedich-642	1	6	natural	natural	ADJ
biomedich-642	1	7	product	product	NOUN
biomedich-642	1	8	chemistry	chemistry	NOUN
biomedich-642	1	9	issn	issn	VERB
biomedich-642	1	10	2089	2089	NUM
biomedich-642	1	11	-	-	SYM
biomedich-642	1	12	6514	6514	NUM
biomedich-642	1	13	(	(	PUNCT
biomedich-642	1	14	paper	paper	NOUN
biomedich-642	1	15	)	)	PUNCT
biomedich-642	1	16	volume	volume	NOUN
biomedich-642	1	17	13	13	NUM
biomedich-642	1	18	,	,	PUNCT
biomedich-642	1	19	number	number	NOUN
biomedich-642	1	20	2	2	NUM
biomedich-642	1	21	,	,	PUNCT
biomedich-642	1	22	october	october	PROPN
biomedich-642	1	23	2024	2024	NUM
biomedich-642	1	24	|	|	ADV
biomedich-642	1	25	pages	page	NOUN
biomedich-642	1	26	:	:	PUNCT
biomedich-642	1	27	627	627	NUM
biomedich-642	1	28	-	-	SYM
biomedich-642	1	29	633	633	NUM
biomedich-642	1	30	|	|	ADV
biomedich-642	1	31	doi	doi	NOUN
biomedich-642	1	32	:	:	PUNCT
biomedich-642	1	33	10.14421	10.14421	NUM
biomedich-642	1	34	/	/	SYM
biomedich-642	1	35	biomedich.2024.132.627	biomedich.2024.132.627	NOUN
biomedich-642	1	36	-	-	PUNCT
biomedich-642	1	37	633	633	NUM
biomedich-642	1	38	issn	issn	PROPN
biomedich-642	1	39	2540	2540	NUM
biomedich-642	1	40	-	-	SYM
biomedich-642	1	41	9328	9328	NUM
biomedich-642	1	42	(	(	PUNCT
biomedich-642	1	43	online	online	ADJ
biomedich-642	1	44	)	)	PUNCT
biomedich-642	1	45	application	application	NOUN
biomedich-642	1	46	of	of	ADP
biomedich-642	1	47	taguchi	taguchi	PROPN
biomedich-642	1	48	experimental	experimental	ADJ
biomedich-642	1	49	design	design	NOUN
biomedich-642	1	50	in	in	ADP
biomedich-642	1	51	optimization	optimization	NOUN
biomedich-642	1	52	of	of	ADP
biomedich-642	1	53	levulinic	levulinic	NOUN
biomedich-642	1	54	acid	acid	NOUN
biomedich-642	1	55	production	production	NOUN
biomedich-642	1	56	from	from	ADP
biomedich-642	1	57	cellulose	cellulose	NOUN
biomedich-642	1	58	derived	derive	VERB
biomedich-642	1	59	from	from	ADP
biomedich-642	1	60	millet	millet	NOUN
biomedich-642	1	61	stalk	stalk	NOUN
biomedich-642	1	62	shehu	shehu	NOUN
biomedich-642	1	63	ibrahim1	ibrahim1	NOUN
biomedich-642	1	64	,	,	PUNCT
biomedich-642	1	65	*	*	PROPN
biomedich-642	1	66	,	,	PUNCT
biomedich-642	1	67	abdullahi	abdullahi	PROPN
biomedich-642	1	68	muhammad	muhammad	PROPN
biomedich-642	1	69	sokoto2	sokoto2	PROPN
biomedich-642	1	70	,	,	PUNCT
biomedich-642	1	71	kabiru	kabiru	PROPN
biomedich-642	1	72	umar	umar	PROPN
biomedich-642	1	73	jega3	jega3	PROPN
biomedich-642	1	74	,	,	PUNCT
biomedich-642	1	75	ibrahim	ibrahim	PROPN
biomedich-642	1	76	muhammad	muhammad	PROPN
biomedich-642	1	77	magami4	magami4	NOUN
biomedich-642	1	78	1department	1department	NUM
biomedich-642	1	79	of	of	ADP
biomedich-642	1	80	chemistry	chemistry	NOUN
biomedich-642	1	81	,	,	PUNCT
biomedich-642	1	82	shehu	shehu	PROPN
biomedich-642	1	83	shagari	shagari	PROPN
biomedich-642	1	84	university	university	PROPN
biomedich-642	1	85	of	of	ADP
biomedich-642	1	86	education	education	PROPN
biomedich-642	1	87	,	,	PUNCT
biomedich-642	1	88	sokoto	sokoto	PROPN
biomedich-642	1	89	,	,	PUNCT
biomedich-642	1	90	nigeria	nigeria	PROPN
biomedich-642	1	91	.	.	PUNCT
biomedich-642	2	1	2department	2department	NUM
biomedich-642	2	2	of	of	ADP
biomedich-642	2	3	pure	pure	ADJ
biomedich-642	2	4	and	and	CCONJ
biomedich-642	2	5	applied	applied	ADJ
biomedich-642	2	6	chemistry	chemistry	NOUN
biomedich-642	2	7	,	,	PUNCT
biomedich-642	2	8	usmanu	usmanu	PROPN
biomedich-642	2	9	danfodiyo	danfodiyo	PROPN
biomedich-642	2	10	university	university	PROPN
biomedich-642	2	11	,	,	PUNCT
biomedich-642	2	12	sokoto	sokoto	PROPN
biomedich-642	2	13	,	,	PUNCT
biomedich-642	2	14	nigeria	nigeria	PROPN
biomedich-642	2	15	.	.	PUNCT
biomedich-642	3	1	3department	3department	NUM
biomedich-642	3	2	of	of	ADP
biomedich-642	3	3	chemistry	chemistry	NOUN
biomedich-642	3	4	,	,	PUNCT
biomedich-642	3	5	federal	federal	ADJ
biomedich-642	3	6	university	university	NOUN
biomedich-642	3	7	birnin	birnin	NOUN
biomedich-642	3	8	-	-	PUNCT
biomedich-642	3	9	kebbi	kebbi	PROPN
biomedich-642	3	10	,	,	PUNCT
biomedich-642	3	11	nigeria	nigeria	PROPN
biomedich-642	3	12	.	.	PUNCT
biomedich-642	4	1	4department	4department	NUM
biomedich-642	4	2	of	of	ADP
biomedich-642	4	3	biology	biology	NOUN
biomedich-642	4	4	,	,	PUNCT
biomedich-642	4	5	usmanu	usmanu	PROPN
biomedich-642	4	6	danfodiyo	danfodiyo	PROPN
biomedich-642	4	7	university	university	PROPN
biomedich-642	4	8	,	,	PUNCT
biomedich-642	4	9	sokoto	sokoto	PROPN
biomedich-642	4	10	,	,	PUNCT
biomedich-642	4	11	nigeria	nigeria	PROPN
biomedich-642	4	12	.	.	PUNCT
biomedich-642	5	1	corresponding	correspond	VERB
biomedich-642	5	2	author	author	NOUN
biomedich-642	5	3	*	*	ADJ
biomedich-642	5	4	shehuibrahim3030@gmail.com	shehuibrahim3030@gmail.com	X
biomedich-642	6	1	abstract	abstract	ADJ
biomedich-642	6	2	cellulose	cellulose	NOUN
biomedich-642	6	3	is	be	AUX
biomedich-642	6	4	the	the	DET
biomedich-642	6	5	primary	primary	ADJ
biomedich-642	6	6	component	component	NOUN
biomedich-642	6	7	of	of	ADP
biomedich-642	6	8	lignocellulosic	lignocellulosic	ADJ
biomedich-642	6	9	biomass	biomass	NOUN
biomedich-642	6	10	and	and	CCONJ
biomedich-642	6	11	the	the	DET
biomedich-642	6	12	main	main	ADJ
biomedich-642	6	13	source	source	NOUN
biomedich-642	6	14	of	of	ADP
biomedich-642	6	15	renewable	renewable	ADJ
biomedich-642	6	16	materials	material	NOUN
biomedich-642	6	17	in	in	ADP
biomedich-642	6	18	the	the	DET
biomedich-642	6	19	chemical	chemical	NOUN
biomedich-642	6	20	industry	industry	NOUN
biomedich-642	6	21	.	.	PUNCT
biomedich-642	7	1	this	this	DET
biomedich-642	7	2	study	study	NOUN
biomedich-642	7	3	aims	aim	VERB
biomedich-642	7	4	to	to	PART
biomedich-642	7	5	optimize	optimize	VERB
biomedich-642	7	6	the	the	DET
biomedich-642	7	7	production	production	NOUN
biomedich-642	7	8	of	of	ADP
biomedich-642	7	9	levulinic	levulinic	NOUN
biomedich-642	7	10	acid	acid	NOUN
biomedich-642	7	11	from	from	ADP
biomedich-642	7	12	cellulose	cellulose	NOUN
biomedich-642	7	13	derived	derive	VERB
biomedich-642	7	14	from	from	ADP
biomedich-642	7	15	millet	millet	NOUN
biomedich-642	7	16	stalk	stalk	NOUN
biomedich-642	7	17	using	use	VERB
biomedich-642	7	18	the	the	DET
biomedich-642	7	19	taguchi	taguchi	PROPN
biomedich-642	7	20	experimental	experimental	PROPN
biomedich-642	7	21	design	design	NOUN
biomedich-642	7	22	approach	approach	NOUN
biomedich-642	7	23	.	.	PUNCT
biomedich-642	8	1	the	the	DET
biomedich-642	8	2	millet	millet	NOUN
biomedich-642	8	3	stalks	stalk	NOUN
biomedich-642	8	4	were	be	AUX
biomedich-642	8	5	pretreated	pretreate	VERB
biomedich-642	8	6	by	by	ADP
biomedich-642	8	7	acid	acid	NOUN
biomedich-642	8	8	and	and	CCONJ
biomedich-642	8	9	alkali	alkali	ADJ
biomedich-642	8	10	treatment	treatment	NOUN
biomedich-642	8	11	methods	method	NOUN
biomedich-642	8	12	.	.	PUNCT
biomedich-642	9	1	the	the	DET
biomedich-642	9	2	extractives	extractive	NOUN
biomedich-642	9	3	,	,	PUNCT
biomedich-642	9	4	hemicellulose	hemicellulose	NOUN
biomedich-642	9	5	,	,	PUNCT
biomedich-642	9	6	lignin	lignin	NOUN
biomedich-642	9	7	,	,	PUNCT
biomedich-642	9	8	and	and	CCONJ
biomedich-642	9	9	cellulose	cellulose	NOUN
biomedich-642	9	10	contents	content	NOUN
biomedich-642	9	11	of	of	ADP
biomedich-642	9	12	the	the	DET
biomedich-642	9	13	millet	millet	NOUN
biomedich-642	9	14	stalks	stalk	NOUN
biomedich-642	9	15	were	be	AUX
biomedich-642	9	16	estimated	estimate	VERB
biomedich-642	9	17	using	use	VERB
biomedich-642	9	18	the	the	DET
biomedich-642	9	19	dry	dry	ADJ
biomedich-642	9	20	-	-	PUNCT
biomedich-642	9	21	weight	weight	NOUN
biomedich-642	9	22	basis	basis	NOUN
biomedich-642	9	23	technique	technique	NOUN
biomedich-642	9	24	.	.	PUNCT
biomedich-642	10	1	levulinic	levulinic	PROPN
biomedich-642	10	2	acid	acid	NOUN
biomedich-642	10	3	production	production	NOUN
biomedich-642	10	4	from	from	ADP
biomedich-642	10	5	the	the	DET
biomedich-642	10	6	millet	millet	NOUN
biomedich-642	10	7	stalk	stalk	NOUN
biomedich-642	10	8	was	be	AUX
biomedich-642	10	9	carried	carry	VERB
biomedich-642	10	10	out	out	ADP
biomedich-642	10	11	in	in	ADP
biomedich-642	10	12	teflon	teflon	NOUN
biomedich-642	10	13	lined	line	VERB
biomedich-642	10	14	stainless	stainless	ADJ
biomedich-642	10	15	steel	steel	NOUN
biomedich-642	10	16	autoclave	autoclave	NOUN
biomedich-642	10	17	(	(	PUNCT
biomedich-642	10	18	50cm3	50cm3	NOUN
biomedich-642	10	19	)	)	PUNCT
biomedich-642	10	20	using	use	VERB
biomedich-642	10	21	standard	standard	ADJ
biomedich-642	10	22	method	method	NOUN
biomedich-642	10	23	.	.	PUNCT
biomedich-642	11	1	the	the	DET
biomedich-642	11	2	optimum	optimum	ADJ
biomedich-642	11	3	conditions	condition	NOUN
biomedich-642	11	4	for	for	ADP
biomedich-642	11	5	the	the	DET
biomedich-642	11	6	production	production	NOUN
biomedich-642	11	7	of	of	ADP
biomedich-642	11	8	levulinic	levulinic	PROPN
biomedich-642	11	9	acid	acid	NOUN
biomedich-642	11	10	were	be	AUX
biomedich-642	11	11	evaluated	evaluate	VERB
biomedich-642	11	12	using	use	VERB
biomedich-642	11	13	taguchi	taguchi	PROPN
biomedich-642	11	14	experimental	experimental	ADJ
biomedich-642	11	15	design	design	NOUN
biomedich-642	11	16	method	method	NOUN
biomedich-642	11	17	.	.	PUNCT
biomedich-642	12	1	levulinic	levulinic	PROPN
biomedich-642	12	2	acid	acid	PROPN
biomedich-642	12	3	was	be	AUX
biomedich-642	12	4	characterized	characterize	VERB
biomedich-642	12	5	using	use	VERB
biomedich-642	12	6	gc	gc	PROPN
biomedich-642	12	7	-	-	PUNCT
biomedich-642	12	8	ms	ms	PROPN
biomedich-642	12	9	and	and	CCONJ
biomedich-642	12	10	ft	ft	PROPN
biomedich-642	12	11	-	-	PUNCT
biomedich-642	12	12	ir	ir	NOUN
biomedich-642	12	13	techniques	technique	NOUN
biomedich-642	12	14	.	.	PUNCT
biomedich-642	13	1	the	the	DET
biomedich-642	13	2	cellulose	cellulose	NOUN
biomedich-642	13	3	content	content	NOUN
biomedich-642	13	4	of	of	ADP
biomedich-642	13	5	the	the	DET
biomedich-642	13	6	millet	millet	NOUN
biomedich-642	13	7	stalk	stalk	NOUN
biomedich-642	13	8	was	be	AUX
biomedich-642	13	9	significantly	significantly	ADV
biomedich-642	13	10	(	(	PUNCT
biomedich-642	13	11	p	p	X
biomedich-642	13	12	<	<	X
biomedich-642	13	13	0.05	0.05	NUM
biomedich-642	13	14	)	)	PUNCT
biomedich-642	13	15	higher	high	ADJ
biomedich-642	13	16	than	than	ADP
biomedich-642	13	17	the	the	DET
biomedich-642	13	18	other	other	ADJ
biomedich-642	13	19	components	component	NOUN
biomedich-642	13	20	.	.	PUNCT
biomedich-642	14	1	ft	ft	PROPN
biomedich-642	14	2	-	-	PUNCT
biomedich-642	14	3	ir	ir	PROPN
biomedich-642	14	4	spectrum	spectrum	NOUN
biomedich-642	14	5	showed	show	VERB
biomedich-642	14	6	the	the	DET
biomedich-642	14	7	presence	presence	NOUN
biomedich-642	14	8	of	of	ADP
biomedich-642	14	9	o	o	PROPN
biomedich-642	14	10	-	-	NOUN
biomedich-642	14	11	h	h	NOUN
biomedich-642	14	12	,	,	PUNCT
biomedich-642	14	13	c	c	PROPN
biomedich-642	14	14	=	=	SYM
biomedich-642	14	15	o	o	NOUN
biomedich-642	14	16	,	,	PUNCT
biomedich-642	14	17	c	c	NOUN
biomedich-642	14	18	-	-	PUNCT
biomedich-642	14	19	h	h	NOUN
biomedich-642	14	20	,	,	PUNCT
biomedich-642	14	21	and	and	CCONJ
biomedich-642	14	22	c	c	X
biomedich-642	14	23	-	-	PUNCT
biomedich-642	14	24	o	o	NOUN
biomedich-642	14	25	stretch	stretch	NOUN
biomedich-642	14	26	in	in	ADP
biomedich-642	14	27	the	the	DET
biomedich-642	14	28	levulinic	levulinic	NOUN
biomedich-642	14	29	acid	acid	NOUN
biomedich-642	14	30	.	.	PUNCT
biomedich-642	15	1	the	the	DET
biomedich-642	15	2	highest	high	ADJ
biomedich-642	15	3	(	(	PUNCT
biomedich-642	15	4	95	95	NUM
biomedich-642	15	5	%	%	NOUN
biomedich-642	15	6	)	)	PUNCT
biomedich-642	15	7	yield	yield	NOUN
biomedich-642	15	8	of	of	ADP
biomedich-642	15	9	the	the	DET
biomedich-642	15	10	levulinic	levulinic	NOUN
biomedich-642	15	11	acid	acid	NOUN
biomedich-642	15	12	was	be	AUX
biomedich-642	15	13	obtained	obtain	VERB
biomedich-642	15	14	with	with	ADP
biomedich-642	15	15	an	an	DET
biomedich-642	15	16	acid	acid	ADJ
biomedich-642	15	17	concentration	concentration	NOUN
biomedich-642	15	18	of	of	ADP
biomedich-642	15	19	0.2	0.2	NUM
biomedich-642	15	20	m	m	NOUN
biomedich-642	15	21	at	at	ADP
biomedich-642	15	22	2000c	2000c	NUM
biomedich-642	15	23	,	,	PUNCT
biomedich-642	15	24	for	for	ADP
biomedich-642	15	25	4	4	NUM
biomedich-642	15	26	hours	hour	NOUN
biomedich-642	15	27	.	.	PUNCT
biomedich-642	16	1	the	the	DET
biomedich-642	16	2	optimum	optimum	ADJ
biomedich-642	16	3	temperature	temperature	NOUN
biomedich-642	16	4	,	,	PUNCT
biomedich-642	16	5	acid	acid	NOUN
biomedich-642	16	6	concentration	concentration	NOUN
biomedich-642	16	7	,	,	PUNCT
biomedich-642	16	8	and	and	CCONJ
biomedich-642	16	9	time	time	NOUN
biomedich-642	16	10	for	for	ADP
biomedich-642	16	11	the	the	DET
biomedich-642	16	12	production	production	NOUN
biomedich-642	16	13	of	of	ADP
biomedich-642	16	14	levulinic	levulinic	NOUN
biomedich-642	16	15	acid	acid	NOUN
biomedich-642	16	16	from	from	ADP
biomedich-642	16	17	the	the	DET
biomedich-642	16	18	millet	millet	NOUN
biomedich-642	16	19	stalk	stalk	NOUN
biomedich-642	16	20	were	be	AUX
biomedich-642	16	21	2000c	2000c	NUM
biomedich-642	16	22	,	,	PUNCT
biomedich-642	16	23	0.2	0.2	NUM
biomedich-642	16	24	m	m	PROPN
biomedich-642	16	25	,	,	PUNCT
biomedich-642	16	26	and	and	CCONJ
biomedich-642	16	27	4	4	NUM
biomedich-642	16	28	hours	hour	NOUN
biomedich-642	16	29	,	,	PUNCT
biomedich-642	16	30	respectively	respectively	ADV
biomedich-642	16	31	.	.	PUNCT
biomedich-642	17	1	levulinic	levulinic	PROPN
biomedich-642	17	2	acid	acid	PROPN
biomedich-642	17	3	is	be	AUX
biomedich-642	17	4	characterized	characterize	VERB
biomedich-642	17	5	by	by	ADP
biomedich-642	17	6	a	a	DET
biomedich-642	17	7	range	range	NOUN
biomedich-642	17	8	of	of	ADP
biomedich-642	17	9	functional	functional	ADJ
biomedich-642	17	10	groups	group	NOUN
biomedich-642	17	11	.	.	PUNCT
biomedich-642	18	1	keywords	keyword	NOUN
biomedich-642	18	2	:	:	PUNCT
biomedich-642	18	3	cellulose	cellulose	NOUN
biomedich-642	18	4	;	;	PUNCT
biomedich-642	18	5	levulinic	levulinic	NOUN
biomedich-642	18	6	acid	acid	NOUN
biomedich-642	18	7	;	;	PUNCT
biomedich-642	18	8	millet	millet	NOUN
biomedich-642	18	9	stalk	stalk	NOUN
biomedich-642	18	10	;	;	PUNCT
biomedich-642	18	11	optimization	optimization	NOUN
biomedich-642	18	12	;	;	PUNCT
biomedich-642	18	13	taguchi	taguchi	PROPN
biomedich-642	18	14	design	design	PROPN
biomedich-642	18	15	.	.	PUNCT
biomedich-642	19	1	introduction	introduction	NOUN
biomedich-642	19	2	global	global	ADJ
biomedich-642	19	3	energy	energy	NOUN
biomedich-642	19	4	consumption	consumption	NOUN
biomedich-642	19	5	has	have	AUX
biomedich-642	19	6	increased	increase	VERB
biomedich-642	19	7	to	to	ADP
biomedich-642	19	8	about	about	ADP
biomedich-642	19	9	160	160	NUM
biomedich-642	19	10	×	×	PROPN
biomedich-642	19	11	1018	1018	NUM
biomedich-642	19	12	j	j	NOUN
biomedich-642	19	13	annually	annually	ADV
biomedich-642	19	14	,	,	PUNCT
biomedich-642	19	15	leading	lead	VERB
biomedich-642	19	16	to	to	ADP
biomedich-642	19	17	a	a	DET
biomedich-642	19	18	high	high	ADJ
biomedich-642	19	19	energy	energy	NOUN
biomedich-642	19	20	demand	demand	NOUN
biomedich-642	19	21	worldwide	worldwide	ADV
biomedich-642	19	22	(	(	PUNCT
biomedich-642	19	23	di	di	NOUN
biomedich-642	19	24	-	-	NOUN
biomedich-642	19	25	bucchianico	bucchianico	NOUN
biomedich-642	19	26	et	et	PROPN
biomedich-642	19	27	al	al	PROPN
biomedich-642	19	28	.	.	PROPN
biomedich-642	19	29	,	,	PUNCT
biomedich-642	19	30	2022	2022	NUM
biomedich-642	19	31	;	;	PUNCT
biomedich-642	19	32	sajid	sajid	PROPN
biomedich-642	19	33	et	et	PROPN
biomedich-642	19	34	al	al	PROPN
biomedich-642	19	35	.	.	PROPN
biomedich-642	19	36	,	,	PUNCT
biomedich-642	19	37	2021	2021	NUM
biomedich-642	19	38	)	)	PUNCT
biomedich-642	19	39	.	.	PUNCT
biomedich-642	20	1	about	about	ADV
biomedich-642	20	2	80	80	NUM
biomedich-642	20	3	%	%	NOUN
biomedich-642	20	4	of	of	ADP
biomedich-642	20	5	the	the	DET
biomedich-642	20	6	global	global	ADJ
biomedich-642	20	7	annual	annual	ADJ
biomedich-642	20	8	energy	energy	NOUN
biomedich-642	20	9	consumption	consumption	NOUN
biomedich-642	20	10	is	be	AUX
biomedich-642	20	11	from	from	ADP
biomedich-642	20	12	fossil	fossil	ADJ
biomedich-642	20	13	fuels	fuel	NOUN
biomedich-642	20	14	(	(	PUNCT
biomedich-642	20	15	di	di	NOUN
biomedich-642	20	16	-	-	NOUN
biomedich-642	20	17	bucchianico	bucchianico	NOUN
biomedich-642	20	18	et	et	PROPN
biomedich-642	20	19	al	al	PROPN
biomedich-642	20	20	.	.	PROPN
biomedich-642	20	21	,	,	PUNCT
biomedich-642	20	22	2022	2022	NUM
biomedich-642	20	23	)	)	PUNCT
biomedich-642	20	24	.	.	PUNCT
biomedich-642	21	1	excessive	excessive	ADJ
biomedich-642	21	2	use	use	NOUN
biomedich-642	21	3	of	of	ADP
biomedich-642	21	4	fossil	fossil	ADJ
biomedich-642	21	5	fuels	fuel	NOUN
biomedich-642	21	6	for	for	ADP
biomedich-642	21	7	energy	energy	NOUN
biomedich-642	21	8	contributes	contribute	VERB
biomedich-642	21	9	significantly	significantly	ADV
biomedich-642	21	10	to	to	ADP
biomedich-642	21	11	greenhouse	greenhouse	NOUN
biomedich-642	21	12	gas	gas	NOUN
biomedich-642	21	13	emissions	emission	NOUN
biomedich-642	21	14	which	which	PRON
biomedich-642	21	15	cause	cause	VERB
biomedich-642	21	16	environmental	environmental	ADJ
biomedich-642	21	17	pollution	pollution	NOUN
biomedich-642	21	18	and	and	CCONJ
biomedich-642	21	19	global	global	ADJ
biomedich-642	21	20	warming	warming	NOUN
biomedich-642	21	21	(	(	PUNCT
biomedich-642	21	22	epa	epa	PROPN
biomedich-642	21	23	,	,	PUNCT
biomedich-642	21	24	2017	2017	NUM
biomedich-642	21	25	)	)	PUNCT
biomedich-642	21	26	.	.	PUNCT
biomedich-642	22	1	environmental	environmental	ADJ
biomedich-642	22	2	pollution	pollution	NOUN
biomedich-642	22	3	and	and	CCONJ
biomedich-642	22	4	global	global	ADJ
biomedich-642	22	5	warming	warming	NOUN
biomedich-642	22	6	remain	remain	VERB
biomedich-642	22	7	significant	significant	ADJ
biomedich-642	22	8	problems	problem	NOUN
biomedich-642	22	9	affecting	affect	VERB
biomedich-642	22	10	every	every	DET
biomedich-642	22	11	sector	sector	NOUN
biomedich-642	22	12	.	.	PUNCT
biomedich-642	23	1	lignocellulosic	lignocellulosic	ADJ
biomedich-642	23	2	biomass	biomass	NOUN
biomedich-642	23	3	materials	material	NOUN
biomedich-642	23	4	are	be	AUX
biomedich-642	23	5	abundantly	abundantly	ADV
biomedich-642	23	6	available	available	ADJ
biomedich-642	23	7	worldwide	worldwide	ADV
biomedich-642	23	8	and	and	CCONJ
biomedich-642	23	9	can	can	AUX
biomedich-642	23	10	be	be	AUX
biomedich-642	23	11	used	use	VERB
biomedich-642	23	12	to	to	PART
biomedich-642	23	13	produce	produce	VERB
biomedich-642	23	14	highvalue	highvalue	NOUN
biomedich-642	23	15	energy	energy	NOUN
biomedich-642	23	16	products	product	NOUN
biomedich-642	23	17	.	.	PUNCT
biomedich-642	24	1	hence	hence	ADV
biomedich-642	24	2	,	,	PUNCT
biomedich-642	24	3	the	the	DET
biomedich-642	24	4	interest	interest	NOUN
biomedich-642	24	5	of	of	ADP
biomedich-642	24	6	researchers	researcher	NOUN
biomedich-642	24	7	on	on	ADP
biomedich-642	24	8	the	the	DET
biomedich-642	24	9	utilization	utilization	NOUN
biomedich-642	24	10	of	of	ADP
biomedich-642	24	11	lignocellulosic	lignocellulosic	ADJ
biomedich-642	24	12	biomass	biomass	NOUN
biomedich-642	24	13	for	for	ADP
biomedich-642	24	14	production	production	NOUN
biomedich-642	24	15	of	of	ADP
biomedich-642	24	16	chemicals	chemical	NOUN
biomedich-642	24	17	,	,	PUNCT
biomedich-642	24	18	fuels	fuel	NOUN
biomedich-642	24	19	,	,	PUNCT
biomedich-642	24	20	and	and	CCONJ
biomedich-642	24	21	energy	energy	NOUN
biomedich-642	24	22	has	have	AUX
biomedich-642	24	23	been	be	AUX
biomedich-642	24	24	increased	increase	VERB
biomedich-642	24	25	to	to	PART
biomedich-642	24	26	reduce	reduce	VERB
biomedich-642	24	27	environmental	environmental	ADJ
biomedich-642	24	28	pollution	pollution	NOUN
biomedich-642	24	29	and	and	CCONJ
biomedich-642	24	30	global	global	ADJ
biomedich-642	24	31	warming	warming	NOUN
biomedich-642	24	32	for	for	ADP
biomedich-642	24	33	sustainable	sustainable	ADJ
biomedich-642	24	34	development	development	NOUN
biomedich-642	24	35	.	.	PUNCT
biomedich-642	25	1	millet	millet	PROPN
biomedich-642	25	2	is	be	AUX
biomedich-642	25	3	a	a	DET
biomedich-642	25	4	grain	grain	NOUN
biomedich-642	25	5	that	that	PRON
biomedich-642	25	6	belongs	belong	VERB
biomedich-642	25	7	to	to	ADP
biomedich-642	25	8	the	the	DET
biomedich-642	25	9	family	family	NOUN
biomedich-642	25	10	poaceae	poaceae	NOUN
biomedich-642	25	11	grass	grass	NOUN
biomedich-642	25	12	(	(	PUNCT
biomedich-642	25	13	rasika	rasika	X
biomedich-642	25	14	et	et	NOUN
biomedich-642	25	15	al	al	PROPN
biomedich-642	25	16	.	.	PROPN
biomedich-642	25	17	,	,	PUNCT
biomedich-642	25	18	2024	2024	NUM
biomedich-642	25	19	)	)	PUNCT
biomedich-642	25	20	.	.	PUNCT
biomedich-642	26	1	millet	millet	PROPN
biomedich-642	26	2	is	be	AUX
biomedich-642	26	3	the	the	DET
biomedich-642	26	4	fourth	fourth	ADJ
biomedich-642	26	5	most	most	ADV
biomedich-642	26	6	cultivated	cultivate	VERB
biomedich-642	26	7	and	and	CCONJ
biomedich-642	26	8	produced	produce	VERB
biomedich-642	26	9	the	the	DET
biomedich-642	26	10	diet	diet	NOUN
biomedich-642	26	11	after	after	ADP
biomedich-642	26	12	rice	rice	NOUN
biomedich-642	26	13	,	,	PUNCT
biomedich-642	26	14	maize	maize	NOUN
biomedich-642	26	15	and	and	CCONJ
biomedich-642	26	16	wheat	wheat	NOUN
biomedich-642	26	17	(	(	PUNCT
biomedich-642	26	18	moald	moald	NOUN
biomedich-642	26	19	,	,	PUNCT
biomedich-642	26	20	2023	2023	NUM
biomedich-642	26	21	)	)	PUNCT
biomedich-642	26	22	.	.	PUNCT
biomedich-642	27	1	millets	millet	NOUN
biomedich-642	27	2	have	have	AUX
biomedich-642	27	3	been	be	AUX
biomedich-642	27	4	cultivated	cultivate	VERB
biomedich-642	27	5	in	in	ADP
biomedich-642	27	6	over	over	ADP
biomedich-642	27	7	130	130	NUM
biomedich-642	27	8	countries	country	NOUN
biomedich-642	27	9	(	(	PUNCT
biomedich-642	27	10	moald	moald	NOUN
biomedich-642	27	11	,	,	PUNCT
biomedich-642	27	12	2023	2023	NUM
biomedich-642	27	13	)	)	PUNCT
biomedich-642	27	14	.	.	PUNCT
biomedich-642	28	1	many	many	ADJ
biomedich-642	28	2	years	year	NOUN
biomedich-642	28	3	ago	ago	ADV
biomedich-642	28	4	,	,	PUNCT
biomedich-642	28	5	millets	millet	NOUN
biomedich-642	28	6	were	be	AUX
biomedich-642	28	7	an	an	DET
biomedich-642	28	8	integral	integral	ADJ
biomedich-642	28	9	part	part	NOUN
biomedich-642	28	10	of	of	ADP
biomedich-642	28	11	diet	diet	NOUN
biomedich-642	28	12	of	of	ADP
biomedich-642	28	13	over	over	ADP
biomedich-642	28	14	50	50	NUM
biomedich-642	28	15	lakhs	lakh	NOUN
biomedich-642	28	16	across	across	ADP
biomedich-642	28	17	asia	asia	PROPN
biomedich-642	28	18	and	and	CCONJ
biomedich-642	28	19	africa	africa	PROPN
biomedich-642	28	20	mt	mt	PROPN
biomedich-642	28	21	(	(	PUNCT
biomedich-642	28	22	moald	moald	NOUN
biomedich-642	28	23	,	,	PUNCT
biomedich-642	28	24	2023	2023	NUM
biomedich-642	28	25	)	)	PUNCT
biomedich-642	28	26	.	.	PUNCT
biomedich-642	29	1	the	the	DET
biomedich-642	29	2	report	report	NOUN
biomedich-642	29	3	shows	show	VERB
biomedich-642	29	4	that	that	SCONJ
biomedich-642	29	5	in	in	ADP
biomedich-642	29	6	2023	2023	NUM
biomedich-642	29	7	the	the	DET
biomedich-642	29	8	estimated	estimate	VERB
biomedich-642	29	9	global	global	ADJ
biomedich-642	29	10	millet	millet	NOUN
biomedich-642	29	11	market	market	NOUN
biomedich-642	29	12	is	be	AUX
biomedich-642	29	13	us$	us$	SYM
biomedich-642	29	14	10.56	10.56	NUM
biomedich-642	29	15	billion	billion	NUM
biomedich-642	29	16	and	and	CCONJ
biomedich-642	29	17	is	be	AUX
biomedich-642	29	18	predicted	predict	VERB
biomedich-642	29	19	to	to	PART
biomedich-642	29	20	reach	reach	VERB
biomedich-642	29	21	us$	us$	SYM
biomedich-642	29	22	17.65	17.65	NUM
biomedich-642	29	23	billion	billion	NUM
biomedich-642	29	24	by	by	ADP
biomedich-642	29	25	2032	2032	NUM
biomedich-642	29	26	(	(	PUNCT
biomedich-642	29	27	mmr	mmr	PROPN
biomedich-642	29	28	,	,	PUNCT
biomedich-642	29	29	2024	2024	NUM
biomedich-642	29	30	)	)	PUNCT
biomedich-642	29	31	.	.	PUNCT
biomedich-642	30	1	millets	millet	NOUN
biomedich-642	30	2	serve	serve	VERB
biomedich-642	30	3	as	as	ADP
biomedich-642	30	4	a	a	DET
biomedich-642	30	5	source	source	NOUN
biomedich-642	30	6	of	of	ADP
biomedich-642	30	7	energy	energy	NOUN
biomedich-642	30	8	,	,	PUNCT
biomedich-642	30	9	protein	protein	NOUN
biomedich-642	30	10	,	,	PUNCT
biomedich-642	30	11	and	and	CCONJ
biomedich-642	30	12	minerals	mineral	NOUN
biomedich-642	30	13	and	and	CCONJ
biomedich-642	30	14	about	about	ADV
biomedich-642	30	15	70	70	NUM
biomedich-642	30	16	%	%	NOUN
biomedich-642	30	17	of	of	ADP
biomedich-642	30	18	millets	millet	NOUN
biomedich-642	30	19	comprise	comprise	NOUN
biomedich-642	30	20	carbohydrates	carbohydrate	NOUN
biomedich-642	30	21	,	,	PUNCT
biomedich-642	30	22	mainly	mainly	ADV
biomedich-642	30	23	soluble	soluble	ADJ
biomedich-642	30	24	carbohydrates	carbohydrate	NOUN
biomedich-642	30	25	and	and	CCONJ
biomedich-642	30	26	dietary	dietary	ADJ
biomedich-642	30	27	fiber	fiber	NOUN
biomedich-642	30	28	(	(	PUNCT
biomedich-642	30	29	tripathi	tripathi	NOUN
biomedich-642	30	30	et	et	PROPN
biomedich-642	30	31	al	al	PROPN
biomedich-642	30	32	.	.	PROPN
biomedich-642	30	33	,	,	PUNCT
biomedich-642	30	34	2023	2023	NUM
biomedich-642	30	35	)	)	PUNCT
biomedich-642	30	36	.	.	PUNCT
biomedich-642	31	1	millets	millet	NOUN
biomedich-642	31	2	are	be	AUX
biomedich-642	31	3	vital	vital	ADJ
biomedich-642	31	4	nutritious	nutritious	ADJ
biomedich-642	31	5	foods	food	NOUN
biomedich-642	31	6	with	with	ADP
biomedich-642	31	7	many	many	ADJ
biomedich-642	31	8	health	health	NOUN
biomedich-642	31	9	benefits	benefit	NOUN
biomedich-642	31	10	,	,	PUNCT
biomedich-642	31	11	including	include	VERB
biomedich-642	31	12	high	high	ADJ
biomedich-642	31	13	antioxidant	antioxidant	ADJ
biomedich-642	31	14	content	content	NOUN
biomedich-642	31	15	,	,	PUNCT
biomedich-642	31	16	significant	significant	ADJ
biomedich-642	31	17	fiber	fiber	NOUN
biomedich-642	31	18	content	content	NOUN
biomedich-642	31	19	,	,	PUNCT
biomedich-642	31	20	low	low	ADJ
biomedich-642	31	21	glycemic	glycemic	ADJ
biomedich-642	31	22	index	index	NOUN
biomedich-642	31	23	,	,	PUNCT
biomedich-642	31	24	and	and	CCONJ
biomedich-642	31	25	gluten	gluten	VERB
biomedich-642	31	26	-	-	PUNCT
biomedich-642	31	27	free	free	ADJ
biomedich-642	31	28	protein	protein	NOUN
biomedich-642	31	29	,	,	PUNCT
biomedich-642	31	30	which	which	PRON
biomedich-642	31	31	are	be	AUX
biomedich-642	31	32	important	important	ADJ
biomedich-642	31	33	in	in	ADP
biomedich-642	31	34	managing	manage	VERB
biomedich-642	31	35	many	many	ADJ
biomedich-642	31	36	diseases	disease	NOUN
biomedich-642	31	37	(	(	PUNCT
biomedich-642	31	38	rasika	rasika	X
biomedich-642	31	39	et	et	NOUN
biomedich-642	31	40	al	al	PROPN
biomedich-642	31	41	.	.	PROPN
biomedich-642	31	42	,	,	PUNCT
biomedich-642	31	43	2024	2024	NUM
biomedich-642	31	44	)	)	PUNCT
biomedich-642	31	45	.	.	PUNCT
biomedich-642	32	1	lignocellulosic	lignocellulosic	ADJ
biomedich-642	32	2	biomass	biomass	NOUN
biomedich-642	32	3	is	be	AUX
biomedich-642	32	4	a	a	DET
biomedich-642	32	5	biomass	biomass	NOUN
biomedich-642	32	6	material	material	NOUN
biomedich-642	32	7	widely	widely	ADV
biomedich-642	32	8	found	find	VERB
biomedich-642	32	9	in	in	ADP
biomedich-642	32	10	the	the	DET
biomedich-642	32	11	world	world	NOUN
biomedich-642	32	12	that	that	PRON
biomedich-642	32	13	can	can	AUX
biomedich-642	32	14	be	be	AUX
biomedich-642	32	15	utilized	utilize	VERB
biomedich-642	32	16	for	for	ADP
biomedich-642	32	17	the	the	DET
biomedich-642	32	18	production	production	NOUN
biomedich-642	32	19	of	of	ADP
biomedich-642	32	20	many	many	ADJ
biomedich-642	32	21	valuable	valuable	ADJ
biomedich-642	32	22	platform	platform	NOUN
biomedich-642	32	23	compounds	compound	NOUN
biomedich-642	32	24	including	include	VERB
biomedich-642	32	25	furfural	furfural	ADJ
biomedich-642	32	26	,	,	PUNCT
biomedich-642	32	27	lactic	lactic	ADJ
biomedich-642	32	28	acid	acid	NOUN
biomedich-642	32	29	,	,	PUNCT
biomedich-642	32	30	formic	formic	ADJ
biomedich-642	32	31	acid	acid	NOUN
biomedich-642	32	32	,	,	PUNCT
biomedich-642	32	33	and	and	CCONJ
biomedich-642	32	34	levulinic	levulinic	PROPN
biomedich-642	32	35	acid	acid	NOUN
biomedich-642	32	36	(	(	PUNCT
biomedich-642	32	37	sherwood	sherwood	PROPN
biomedich-642	32	38	,	,	PUNCT
biomedich-642	32	39	2020	2020	NUM
biomedich-642	32	40	;	;	PUNCT
biomedich-642	32	41	elumaila	elumaila	PROPN
biomedich-642	32	42	et	et	PROPN
biomedich-642	32	43	al	al	PROPN
biomedich-642	32	44	.	.	PROPN
biomedich-642	32	45	,	,	PUNCT
biomedich-642	32	46	2016	2016	NUM
biomedich-642	32	47	)	)	PUNCT
biomedich-642	32	48	.	.	PUNCT
biomedich-642	33	1	the	the	DET
biomedich-642	33	2	interest	interest	NOUN
biomedich-642	33	3	of	of	ADP
biomedich-642	33	4	researchers	researcher	NOUN
biomedich-642	33	5	in	in	ADP
biomedich-642	33	6	lignocellulosic	lignocellulosic	ADJ
biomedich-642	33	7	biomass	biomass	NOUN
biomedich-642	33	8	has	have	AUX
biomedich-642	33	9	been	be	AUX
biomedich-642	33	10	increasing	increase	VERB
biomedich-642	33	11	because	because	SCONJ
biomedich-642	33	12	of	of	ADP
biomedich-642	33	13	its	its	PRON
biomedich-642	33	14	availability	availability	NOUN
biomedich-642	33	15	and	and	CCONJ
biomedich-642	33	16	avoiding	avoid	VERB
biomedich-642	33	17	food	food	NOUN
biomedich-642	33	18	crises	crisis	NOUN
biomedich-642	33	19	(	(	PUNCT
biomedich-642	33	20	liu	liu	PROPN
biomedich-642	33	21	&	&	CCONJ
biomedich-642	33	22	bao	bao	PROPN
biomedich-642	33	23	,	,	PUNCT
biomedich-642	33	24	2017	2017	NUM
biomedich-642	33	25	;	;	PUNCT
biomedich-642	33	26	cheng	cheng	PROPN
biomedich-642	33	27	&	&	CCONJ
biomedich-642	33	28	brewer	brewer	PROPN
biomedich-642	33	29	,	,	PUNCT
biomedich-642	33	30	2017	2017	NUM
biomedich-642	33	31	)	)	PUNCT
biomedich-642	33	32	.	.	PUNCT
biomedich-642	34	1	cellulose	cellulose	NOUN
biomedich-642	34	2	is	be	AUX
biomedich-642	34	3	the	the	DET
biomedich-642	34	4	most	most	ADV
biomedich-642	34	5	abundant	abundant	ADJ
biomedich-642	34	6	natural	natural	ADJ
biomedich-642	34	7	,	,	PUNCT
biomedich-642	34	8	renewable	renewable	ADJ
biomedich-642	34	9	,	,	PUNCT
biomedich-642	34	10	biocompatible	biocompatible	ADJ
biomedich-642	34	11	,	,	PUNCT
biomedich-642	34	12	and	and	CCONJ
biomedich-642	34	13	biodegradable	biodegradable	ADJ
biomedich-642	34	14	biopolymer	biopolymer	NOUN
biomedich-642	34	15	found	find	VERB
biomedich-642	34	16	in	in	ADP
biomedich-642	34	17	nature	nature	NOUN
biomedich-642	34	18	(	(	PUNCT
biomedich-642	34	19	magalhaes	magalhae	NOUN
biomedich-642	34	20	et	et	PROPN
biomedich-642	34	21	manuscript	manuscript	PROPN
biomedich-642	34	22	received	receive	VERB
biomedich-642	34	23	:	:	PUNCT
biomedich-642	34	24	01	01	NUM
biomedich-642	34	25	november	november	PROPN
biomedich-642	34	26	,	,	PUNCT
biomedich-642	34	27	2024	2024	NUM
biomedich-642	34	28	.	.	PUNCT
biomedich-642	35	1	revision	revision	NOUN
biomedich-642	35	2	accepted	accept	VERB
biomedich-642	35	3	:	:	PUNCT
biomedich-642	35	4	22	22	NUM
biomedich-642	35	5	january	january	PROPN
biomedich-642	35	6	,	,	PUNCT
biomedich-642	35	7	2025	2025	NUM
biomedich-642	35	8	.	.	PUNCT
biomedich-642	36	1	published	publish	VERB
biomedich-642	36	2	:	:	PUNCT
biomedich-642	36	3	17	17	NUM
biomedich-642	36	4	february	february	PROPN
biomedich-642	36	5	,	,	PUNCT
biomedich-642	36	6	2025	2025	NUM
biomedich-642	36	7	.	.	PUNCT
biomedich-642	37	1	https://doi.org/10.14421/biomedich.2024.132.627-633	https://doi.org/10.14421/biomedich.2024.132.627-633	NOUN
biomedich-642	37	2	628	628	NUM
biomedich-642	37	3	biology	biology	NOUN
biomedich-642	37	4	,	,	PUNCT
biomedich-642	37	5	medicine	medicine	NOUN
biomedich-642	37	6	,	,	PUNCT
biomedich-642	37	7	&	&	CCONJ
biomedich-642	37	8	natural	natural	ADJ
biomedich-642	37	9	product	product	NOUN
biomedich-642	37	10	chemistry	chemistry	NOUN
biomedich-642	37	11	13	13	NUM
biomedich-642	37	12	(	(	PUNCT
biomedich-642	37	13	2	2	NUM
biomedich-642	37	14	)	)	PUNCT
biomedich-642	37	15	,	,	PUNCT
biomedich-642	37	16	2024	2024	NUM
biomedich-642	37	17	:	:	PUNCT
biomedich-642	37	18	627	627	NUM
biomedich-642	37	19	-	-	SYM
biomedich-642	37	20	633	633	NUM
biomedich-642	37	21	al	al	PROPN
biomedich-642	37	22	.	.	PROPN
biomedich-642	37	23	,	,	PUNCT
biomedich-642	37	24	2023	2023	NUM
biomedich-642	37	25	;	;	PUNCT
biomedich-642	37	26	acharya	acharya	PROPN
biomedich-642	37	27	et	et	PROPN
biomedich-642	37	28	al	al	PROPN
biomedich-642	37	29	.	.	PROPN
biomedich-642	37	30	,	,	PUNCT
biomedich-642	37	31	2021	2021	NUM
biomedich-642	37	32	)	)	PUNCT
biomedich-642	37	33	.	.	PUNCT
biomedich-642	38	1	cellulose	cellulose	NOUN
biomedich-642	38	2	is	be	AUX
biomedich-642	38	3	a	a	DET
biomedich-642	38	4	polysaccharide	polysaccharide	NOUN
biomedich-642	38	5	that	that	PRON
biomedich-642	38	6	consists	consist	VERB
biomedich-642	38	7	of	of	ADP
biomedich-642	38	8	β	β	NOUN
biomedich-642	38	9	-	-	PROPN
biomedich-642	38	10	d	d	ADJ
biomedich-642	38	11	glucoproprenose	glucoproprenose	NOUN
biomedich-642	38	12	(	(	PUNCT
biomedich-642	38	13	1→4	1→4	NOUN
biomedich-642	38	14	)	)	PUNCT
biomedich-642	38	15	fused	fuse	VERB
biomedich-642	38	16	through	through	ADP
biomedich-642	38	17	the	the	DET
biomedich-642	38	18	hydrogen	hydrogen	NOUN
biomedich-642	38	19	bonds	bond	NOUN
biomedich-642	38	20	(	(	PUNCT
biomedich-642	38	21	lei	lei	X
biomedich-642	38	22	et	et	PROPN
biomedich-642	38	23	al	al	PROPN
biomedich-642	38	24	.	.	PROPN
biomedich-642	38	25	,	,	PUNCT
biomedich-642	38	26	2019	2019	NUM
biomedich-642	38	27	)	)	PUNCT
biomedich-642	38	28	.	.	PUNCT
biomedich-642	39	1	cellulose	cellulose	NOUN
biomedich-642	39	2	is	be	AUX
biomedich-642	39	3	the	the	DET
biomedich-642	39	4	main	main	ADJ
biomedich-642	39	5	component	component	NOUN
biomedich-642	39	6	of	of	ADP
biomedich-642	39	7	lignocellulose	lignocellulose	NOUN
biomedich-642	39	8	and	and	CCONJ
biomedich-642	39	9	the	the	DET
biomedich-642	39	10	chemical	chemical	NOUN
biomedich-642	39	11	industry	industry	NOUN
biomedich-642	39	12	’s	’s	PART
biomedich-642	39	13	primary	primary	ADJ
biomedich-642	39	14	source	source	NOUN
biomedich-642	39	15	of	of	ADP
biomedich-642	39	16	renewable	renewable	ADJ
biomedich-642	39	17	materials	material	NOUN
biomedich-642	39	18	(	(	PUNCT
biomedich-642	39	19	klemm	klemm	NOUN
biomedich-642	39	20	et	et	NOUN
biomedich-642	39	21	al	al	PROPN
biomedich-642	39	22	.	.	PROPN
biomedich-642	39	23	,	,	PUNCT
biomedich-642	39	24	2018	2018	NUM
biomedich-642	39	25	)	)	PUNCT
biomedich-642	39	26	.	.	PUNCT
biomedich-642	40	1	cellulose	cellulose	NOUN
biomedich-642	40	2	comprises	comprise	VERB
biomedich-642	40	3	30	30	NUM
biomedich-642	40	4	–	–	PUNCT
biomedich-642	40	5	50	50	NUM
biomedich-642	40	6	%	%	NOUN
biomedich-642	40	7	mass	mass	NOUN
biomedich-642	40	8	content	content	NOUN
biomedich-642	40	9	of	of	ADP
biomedich-642	40	10	lignocellulosic	lignocellulosic	ADJ
biomedich-642	40	11	biomass	biomass	NOUN
biomedich-642	40	12	(	(	PUNCT
biomedich-642	40	13	mukherjee	mukherjee	PROPN
biomedich-642	40	14	et	et	PROPN
biomedich-642	40	15	al	al	PROPN
biomedich-642	40	16	.	.	PROPN
biomedich-642	40	17	,	,	PUNCT
biomedich-642	40	18	2015	2015	NUM
biomedich-642	40	19	)	)	PUNCT
biomedich-642	40	20	.	.	PUNCT
biomedich-642	41	1	cellulose	cellulose	NOUN
biomedich-642	41	2	has	have	VERB
biomedich-642	41	3	many	many	ADJ
biomedich-642	41	4	biological	biological	ADJ
biomedich-642	41	5	and	and	CCONJ
biomedich-642	41	6	industrial	industrial	ADJ
biomedich-642	41	7	applications	application	NOUN
biomedich-642	41	8	due	due	ADP
biomedich-642	41	9	to	to	ADP
biomedich-642	41	10	its	its	PRON
biomedich-642	41	11	stability	stability	NOUN
biomedich-642	41	12	,	,	PUNCT
biomedich-642	41	13	availability	availability	NOUN
biomedich-642	41	14	,	,	PUNCT
biomedich-642	41	15	biodegradability	biodegradability	NOUN
biomedich-642	41	16	,	,	PUNCT
biomedich-642	41	17	and	and	CCONJ
biomedich-642	41	18	environmental	environmental	ADJ
biomedich-642	41	19	suitability	suitability	NOUN
biomedich-642	41	20	(	(	PUNCT
biomedich-642	41	21	awang	awang	PROPN
biomedich-642	41	22	et	et	PROPN
biomedich-642	41	23	al	al	PROPN
biomedich-642	41	24	.	.	PROPN
biomedich-642	41	25	,	,	PUNCT
biomedich-642	41	26	2019	2019	NUM
biomedich-642	41	27	)	)	PUNCT
biomedich-642	41	28	.	.	PUNCT
biomedich-642	42	1	levulinic	levulinic	PROPN
biomedich-642	42	2	acid	acid	PROPN
biomedich-642	42	3	is	be	AUX
biomedich-642	42	4	one	one	NUM
biomedich-642	42	5	of	of	ADP
biomedich-642	42	6	the	the	DET
biomedich-642	42	7	top	top	ADJ
biomedich-642	42	8	ten	ten	NUM
biomedich-642	42	9	value	value	NOUN
biomedich-642	42	10	-	-	PUNCT
biomedich-642	42	11	added	add	VERB
biomedich-642	42	12	compounds	compound	NOUN
biomedich-642	42	13	in	in	ADP
biomedich-642	42	14	the	the	DET
biomedich-642	42	15	world	world	NOUN
biomedich-642	42	16	(	(	PUNCT
biomedich-642	42	17	hayes	hayes	PROPN
biomedich-642	42	18	&	&	CCONJ
biomedich-642	42	19	becer	becer	PROPN
biomedich-642	42	20	,	,	PUNCT
biomedich-642	42	21	2020	2020	NUM
biomedich-642	42	22	)	)	PUNCT
biomedich-642	42	23	.	.	PUNCT
biomedich-642	43	1	the	the	DET
biomedich-642	43	2	la	la	PROPN
biomedich-642	43	3	global	global	ADJ
biomedich-642	43	4	market	market	NOUN
biomedich-642	43	5	estimate	estimate	NOUN
biomedich-642	43	6	is	be	AUX
biomedich-642	43	7	about	about	ADV
biomedich-642	43	8	us$22	us$22	NOUN
biomedich-642	43	9	million	million	NUM
biomedich-642	43	10	with	with	ADP
biomedich-642	43	11	an	an	DET
biomedich-642	43	12	enormous	enormous	ADJ
biomedich-642	43	13	increase	increase	NOUN
biomedich-642	43	14	in	in	ADP
biomedich-642	43	15	expectation	expectation	NOUN
biomedich-642	43	16	(	(	PUNCT
biomedich-642	43	17	bazoti	bazoti	PROPN
biomedich-642	43	18	et	et	PROPN
biomedich-642	43	19	al	al	PROPN
biomedich-642	43	20	.	.	PROPN
biomedich-642	43	21	,	,	PUNCT
biomedich-642	43	22	2023	2023	NUM
biomedich-642	43	23	)	)	PUNCT
biomedich-642	43	24	.	.	PUNCT
biomedich-642	44	1	the	the	DET
biomedich-642	44	2	nigeria	nigeria	PROPN
biomedich-642	44	3	levulinic	levulinic	PROPN
biomedich-642	44	4	acid	acid	PROPN
biomedich-642	44	5	market	market	NOUN
biomedich-642	44	6	is	be	AUX
biomedich-642	44	7	expanding	expand	VERB
biomedich-642	44	8	due	due	ADP
biomedich-642	44	9	to	to	ADP
biomedich-642	44	10	increased	increase	VERB
biomedich-642	44	11	demand	demand	NOUN
biomedich-642	44	12	for	for	ADP
biomedich-642	44	13	sustainable	sustainable	ADJ
biomedich-642	44	14	and	and	CCONJ
biomedich-642	44	15	bio	bio	ADV
biomedich-642	44	16	-	-	PUNCT
biomedich-642	44	17	based	base	VERB
biomedich-642	44	18	chemicals	chemical	NOUN
biomedich-642	44	19	(	(	PUNCT
biomedich-642	44	20	nlam	nlam	PROPN
biomedich-642	44	21	,	,	PUNCT
biomedich-642	44	22	2024	2024	NUM
biomedich-642	44	23	)	)	PUNCT
biomedich-642	44	24	.	.	PUNCT
biomedich-642	45	1	levulinic	levulinic	PROPN
biomedich-642	45	2	acid	acid	PROPN
biomedich-642	45	3	(	(	PUNCT
biomedich-642	45	4	4oxopentanoic	4oxopentanoic	NUM
biomedich-642	45	5	acid	acid	NOUN
biomedich-642	45	6	or	or	CCONJ
biomedich-642	45	7	4	4	NUM
biomedich-642	45	8	-	-	PUNCT
biomedich-642	45	9	ketopentanoinc	ketopentanoinc	NOUN
biomedich-642	45	10	acid	acid	NOUN
biomedich-642	45	11	)	)	PUNCT
biomedich-642	45	12	is	be	AUX
biomedich-642	45	13	a	a	DET
biomedich-642	45	14	linear	linear	ADJ
biomedich-642	45	15	c5	c5	PROPN
biomedich-642	45	16	-	-	PUNCT
biomedich-642	45	17	alkyl	alkyl	NOUN
biomedich-642	45	18	carbon	carbon	NOUN
biomedich-642	45	19	chain	chain	NOUN
biomedich-642	45	20	.	.	PUNCT
biomedich-642	46	1	levulinic	levulinic	PROPN
biomedich-642	46	2	acid	acid	PROPN
biomedich-642	46	3	is	be	AUX
biomedich-642	46	4	a	a	DET
biomedich-642	46	5	multifunctional	multifunctional	ADJ
biomedich-642	46	6	platform	platform	NOUN
biomedich-642	46	7	chemical	chemical	NOUN
biomedich-642	46	8	obtained	obtain	VERB
biomedich-642	46	9	from	from	ADP
biomedich-642	46	10	biomass	biomass	NOUN
biomedich-642	46	11	that	that	PRON
biomedich-642	46	12	can	can	AUX
biomedich-642	46	13	be	be	AUX
biomedich-642	46	14	used	use	VERB
biomedich-642	46	15	for	for	ADP
biomedich-642	46	16	the	the	DET
biomedich-642	46	17	synthesis	synthesis	NOUN
biomedich-642	46	18	of	of	ADP
biomedich-642	46	19	a	a	DET
biomedich-642	46	20	many	many	ADJ
biomedich-642	46	21	different	different	ADJ
biomedich-642	46	22	potential	potential	ADJ
biomedich-642	46	23	biobased	biobase	VERB
biomedich-642	46	24	chemicals	chemical	NOUN
biomedich-642	46	25	including	include	VERB
biomedich-642	46	26	fuel	fuel	NOUN
biomedich-642	46	27	additives	additive	NOUN
biomedich-642	46	28	,	,	PUNCT
biomedich-642	46	29	biodegradable	biodegradable	ADJ
biomedich-642	46	30	herbicides	herbicide	NOUN
biomedich-642	46	31	,	,	PUNCT
biomedich-642	46	32	resins	resin	NOUN
biomedich-642	46	33	and	and	CCONJ
biomedich-642	46	34	plasticizers	plasticizer	NOUN
biomedich-642	46	35	(	(	PUNCT
biomedich-642	46	36	charnnok	charnnok	NOUN
biomedich-642	46	37	&	&	CCONJ
biomedich-642	46	38	laosiripojana	laosiripojana	PROPN
biomedich-642	46	39	,	,	PUNCT
biomedich-642	46	40	2022	2022	NUM
biomedich-642	46	41	;	;	PUNCT
biomedich-642	46	42	santiago	santiago	PROPN
biomedich-642	46	43	&	&	CCONJ
biomedich-642	46	44	guirardello	guirardello	PROPN
biomedich-642	46	45	,	,	PUNCT
biomedich-642	46	46	2020	2020	NUM
biomedich-642	46	47	)	)	PUNCT
biomedich-642	46	48	.	.	PUNCT
biomedich-642	47	1	levulinic	levulinic	PROPN
biomedich-642	47	2	acid	acid	PROPN
biomedich-642	47	3	has	have	VERB
biomedich-642	47	4	wide	wide	ADJ
biomedich-642	47	5	applications	application	NOUN
biomedich-642	47	6	in	in	ADP
biomedich-642	47	7	organic	organic	ADJ
biomedich-642	47	8	synthesis	synthesis	NOUN
biomedich-642	47	9	,	,	PUNCT
biomedich-642	47	10	agriculture	agriculture	NOUN
biomedich-642	47	11	,	,	PUNCT
biomedich-642	47	12	and	and	CCONJ
biomedich-642	47	13	pharmaceuticals	pharmaceutical	NOUN
biomedich-642	47	14	(	(	PUNCT
biomedich-642	47	15	li	li	PROPN
biomedich-642	47	16	et	et	PROPN
biomedich-642	47	17	al	al	PROPN
biomedich-642	47	18	.	.	PROPN
biomedich-642	47	19	,	,	PUNCT
biomedich-642	47	20	2019	2019	NUM
biomedich-642	47	21	)	)	PUNCT
biomedich-642	47	22	.	.	PUNCT
biomedich-642	48	1	levulinic	levulinic	PROPN
biomedich-642	48	2	acid	acid	PROPN
biomedich-642	48	3	is	be	AUX
biomedich-642	48	4	usually	usually	ADV
biomedich-642	48	5	obtained	obtain	VERB
biomedich-642	48	6	from	from	ADP
biomedich-642	48	7	cellulose	cellulose	NOUN
biomedich-642	48	8	using	use	VERB
biomedich-642	48	9	waste	waste	NOUN
biomedich-642	48	10	and	and	CCONJ
biomedich-642	48	11	byproducts	byproduct	NOUN
biomedich-642	48	12	of	of	ADP
biomedich-642	48	13	lignocellulosic	lignocellulosic	ADJ
biomedich-642	48	14	biomass	biomass	NOUN
biomedich-642	48	15	as	as	ADP
biomedich-642	48	16	raw	raw	ADJ
biomedich-642	48	17	materials	material	NOUN
biomedich-642	48	18	(	(	PUNCT
biomedich-642	48	19	jeong	jeong	PROPN
biomedich-642	48	20	et	et	PROPN
biomedich-642	48	21	al	al	PROPN
biomedich-642	48	22	.	.	PROPN
biomedich-642	48	23	,	,	PUNCT
biomedich-642	48	24	2018	2018	NUM
biomedich-642	48	25	)	)	PUNCT
biomedich-642	48	26	.	.	PUNCT
biomedich-642	49	1	this	this	DET
biomedich-642	49	2	process	process	NOUN
biomedich-642	49	3	is	be	AUX
biomedich-642	49	4	expensive	expensive	ADJ
biomedich-642	49	5	and	and	CCONJ
biomedich-642	49	6	has	have	VERB
biomedich-642	49	7	environmental	environmental	ADJ
biomedich-642	49	8	impacts	impact	NOUN
biomedich-642	49	9	due	due	ADP
biomedich-642	49	10	to	to	ADP
biomedich-642	49	11	the	the	DET
biomedich-642	49	12	high	high	ADJ
biomedich-642	49	13	temperature	temperature	NOUN
biomedich-642	49	14	and	and	CCONJ
biomedich-642	49	15	pressure	pressure	NOUN
biomedich-642	49	16	required	require	VERB
biomedich-642	49	17	(	(	PUNCT
biomedich-642	49	18	signoretto	signoretto	NOUN
biomedich-642	49	19	et	et	PROPN
biomedich-642	49	20	al	al	PROPN
biomedich-642	49	21	.	.	PROPN
biomedich-642	49	22	,	,	PUNCT
biomedich-642	49	23	2019	2019	NUM
biomedich-642	49	24	)	)	PUNCT
biomedich-642	49	25	.	.	PUNCT
biomedich-642	50	1	local	local	ADJ
biomedich-642	50	2	production	production	NOUN
biomedich-642	50	3	of	of	ADP
biomedich-642	50	4	levulinic	levulinic	NOUN
biomedich-642	50	5	acid	acid	NOUN
biomedich-642	50	6	will	will	AUX
biomedich-642	50	7	significantly	significantly	ADV
biomedich-642	50	8	contribute	contribute	VERB
biomedich-642	50	9	to	to	ADP
biomedich-642	50	10	the	the	DET
biomedich-642	50	11	availability	availability	NOUN
biomedich-642	50	12	and	and	CCONJ
biomedich-642	50	13	application	application	NOUN
biomedich-642	50	14	of	of	ADP
biomedich-642	50	15	levulinic	levulinic	NOUN
biomedich-642	50	16	acid	acid	NOUN
biomedich-642	50	17	in	in	ADP
biomedich-642	50	18	nigeria	nigeria	PROPN
biomedich-642	50	19	.	.	PUNCT
biomedich-642	51	1	this	this	PRON
biomedich-642	51	2	was	be	AUX
biomedich-642	51	3	conducted	conduct	VERB
biomedich-642	51	4	to	to	PART
biomedich-642	51	5	optimize	optimize	VERB
biomedich-642	51	6	the	the	DET
biomedich-642	51	7	production	production	NOUN
biomedich-642	51	8	of	of	ADP
biomedich-642	51	9	levulinic	levulinic	NOUN
biomedich-642	51	10	acid	acid	NOUN
biomedich-642	51	11	from	from	ADP
biomedich-642	51	12	cellulose	cellulose	NOUN
biomedich-642	51	13	derived	derive	VERB
biomedich-642	51	14	from	from	ADP
biomedich-642	51	15	millet	millet	NOUN
biomedich-642	51	16	stalk	stalk	NOUN
biomedich-642	51	17	using	use	VERB
biomedich-642	51	18	the	the	DET
biomedich-642	51	19	taguchi	taguchi	PROPN
biomedich-642	51	20	experimental	experimental	PROPN
biomedich-642	51	21	design	design	NOUN
biomedich-642	51	22	approach	approach	NOUN
biomedich-642	51	23	.	.	PUNCT
biomedich-642	52	1	materials	material	NOUN
biomedich-642	52	2	and	and	CCONJ
biomedich-642	52	3	methods	method	NOUN
biomedich-642	52	4	sample	sample	NOUN
biomedich-642	52	5	material	material	NOUN
biomedich-642	52	6	millet	millet	NOUN
biomedich-642	52	7	stalks	stalk	NOUN
biomedich-642	52	8	were	be	AUX
biomedich-642	52	9	collected	collect	VERB
biomedich-642	52	10	in	in	ADP
biomedich-642	52	11	from	from	ADP
biomedich-642	52	12	the	the	DET
biomedich-642	52	13	giniga	giniga	ADJ
biomedich-642	52	14	community	community	NOUN
biomedich-642	52	15	in	in	ADP
biomedich-642	52	16	the	the	DET
biomedich-642	52	17	wamakko	wamakko	NOUN
biomedich-642	52	18	local	local	ADJ
biomedich-642	52	19	government	government	NOUN
biomedich-642	52	20	area	area	NOUN
biomedich-642	52	21	of	of	ADP
biomedich-642	52	22	sokoto	sokoto	PROPN
biomedich-642	52	23	state	state	PROPN
biomedich-642	52	24	,	,	PUNCT
biomedich-642	52	25	13	13	NUM
biomedich-642	52	26	kilometers	kilometer	NOUN
biomedich-642	52	27	from	from	ADP
biomedich-642	52	28	the	the	DET
biomedich-642	52	29	sokoto	sokoto	PROPN
biomedich-642	52	30	metropolis	metropolis	PROPN
biomedich-642	52	31	.	.	PUNCT
biomedich-642	53	1	the	the	DET
biomedich-642	53	2	millet	millet	NOUN
biomedich-642	53	3	stalks	stalk	NOUN
biomedich-642	53	4	were	be	AUX
biomedich-642	53	5	washed	wash	VERB
biomedich-642	53	6	,	,	PUNCT
biomedich-642	53	7	air	air	NOUN
biomedich-642	53	8	-	-	PUNCT
biomedich-642	53	9	dried	dry	VERB
biomedich-642	53	10	,	,	PUNCT
biomedich-642	53	11	and	and	CCONJ
biomedich-642	53	12	then	then	ADV
biomedich-642	53	13	milled	mill	VERB
biomedich-642	53	14	into	into	ADP
biomedich-642	53	15	fine	fine	ADJ
biomedich-642	53	16	particles	particle	NOUN
biomedich-642	53	17	using	use	VERB
biomedich-642	53	18	a	a	DET
biomedich-642	53	19	pestle	pestle	NOUN
biomedich-642	53	20	and	and	CCONJ
biomedich-642	53	21	mortar	mortar	NOUN
biomedich-642	53	22	.	.	PUNCT
biomedich-642	54	1	the	the	DET
biomedich-642	54	2	fine	fine	ADJ
biomedich-642	54	3	particles	particle	NOUN
biomedich-642	54	4	were	be	AUX
biomedich-642	54	5	sieved	sieve	VERB
biomedich-642	54	6	using	use	VERB
biomedich-642	54	7	a	a	DET
biomedich-642	54	8	40	40	NUM
biomedich-642	54	9	-	-	PUNCT
biomedich-642	54	10	mesh	mesh	NOUN
biomedich-642	54	11	sieve	sieve	NOUN
biomedich-642	54	12	.	.	PUNCT
biomedich-642	55	1	the	the	DET
biomedich-642	55	2	sieved	sieve	VERB
biomedich-642	55	3	sample	sample	NOUN
biomedich-642	55	4	was	be	AUX
biomedich-642	55	5	weighed	weigh	VERB
biomedich-642	55	6	and	and	CCONJ
biomedich-642	55	7	then	then	ADV
biomedich-642	55	8	stored	store	VERB
biomedich-642	55	9	in	in	ADP
biomedich-642	55	10	a	a	DET
biomedich-642	55	11	dry	dry	ADJ
biomedich-642	55	12	place	place	NOUN
biomedich-642	55	13	until	until	ADP
biomedich-642	55	14	further	further	ADJ
biomedich-642	55	15	analysis	analysis	NOUN
biomedich-642	55	16	.	.	PUNCT
biomedich-642	56	1	pretreatment	pretreatment	NOUN
biomedich-642	56	2	of	of	ADP
biomedich-642	56	3	millet	millet	NOUN
biomedich-642	56	4	stalk	stalk	NOUN
biomedich-642	56	5	the	the	DET
biomedich-642	56	6	millet	millet	NOUN
biomedich-642	56	7	stalks	stalk	NOUN
biomedich-642	56	8	were	be	AUX
biomedich-642	56	9	pretreated	pretreate	VERB
biomedich-642	56	10	using	use	VERB
biomedich-642	56	11	acid	acid	NOUN
biomedich-642	56	12	and	and	CCONJ
biomedich-642	56	13	alkali	alkali	ADJ
biomedich-642	56	14	treatment	treatment	NOUN
biomedich-642	56	15	methods	method	NOUN
biomedich-642	56	16	.	.	PUNCT
biomedich-642	57	1	acid	acid	NOUN
biomedich-642	57	2	pretreatment	pretreatment	NOUN
biomedich-642	57	3	of	of	ADP
biomedich-642	57	4	the	the	DET
biomedich-642	57	5	sample	sample	NOUN
biomedich-642	57	6	was	be	AUX
biomedich-642	57	7	carried	carry	VERB
biomedich-642	57	8	out	out	ADP
biomedich-642	57	9	to	to	PART
biomedich-642	57	10	remove	remove	VERB
biomedich-642	57	11	the	the	DET
biomedich-642	57	12	hemicellulose	hemicellulose	NOUN
biomedich-642	57	13	content	content	NOUN
biomedich-642	57	14	of	of	ADP
biomedich-642	57	15	the	the	DET
biomedich-642	57	16	millet	millet	NOUN
biomedich-642	57	17	stalk	stalk	NOUN
biomedich-642	57	18	using	use	VERB
biomedich-642	57	19	the	the	DET
biomedich-642	57	20	method	method	NOUN
biomedich-642	57	21	of	of	ADP
biomedich-642	57	22	kuhad	kuhad	PROPN
biomedich-642	57	23	et	et	PROPN
biomedich-642	57	24	al	al	PROPN
biomedich-642	57	25	.	.	PROPN
biomedich-642	58	1	(	(	PUNCT
biomedich-642	58	2	2010	2010	NUM
biomedich-642	58	3	)	)	PUNCT
biomedich-642	58	4	.	.	PUNCT
biomedich-642	59	1	two	two	NUM
biomedich-642	59	2	grams	gram	NOUN
biomedich-642	59	3	of	of	ADP
biomedich-642	59	4	the	the	DET
biomedich-642	59	5	millet	millet	NOUN
biomedich-642	59	6	stalk	stalk	NOUN
biomedich-642	59	7	powder	powder	NOUN
biomedich-642	59	8	was	be	AUX
biomedich-642	59	9	placed	place	VERB
biomedich-642	59	10	in	in	ADP
biomedich-642	59	11	an	an	DET
biomedich-642	59	12	autoclave	autoclave	NOUN
biomedich-642	59	13	followed	follow	VERB
biomedich-642	59	14	by	by	ADP
biomedich-642	59	15	adding	add	VERB
biomedich-642	59	16	of	of	ADP
biomedich-642	59	17	20	20	NUM
biomedich-642	59	18	cm3	cm3	NOUN
biomedich-642	59	19	of	of	ADP
biomedich-642	59	20	3	3	NUM
biomedich-642	59	21	%	%	NOUN
biomedich-642	59	22	sulphuric	sulphuric	PROPN
biomedich-642	59	23	acid	acid	NOUN
biomedich-642	59	24	and	and	CCONJ
biomedich-642	59	25	then	then	ADV
biomedich-642	59	26	heated	heat	VERB
biomedich-642	59	27	to	to	ADP
biomedich-642	59	28	121	121	NUM
biomedich-642	59	29	0c	0c	NOUN
biomedich-642	59	30	for	for	ADP
biomedich-642	59	31	30	30	NUM
biomedich-642	59	32	minutes	minute	NOUN
biomedich-642	59	33	.	.	PUNCT
biomedich-642	60	1	the	the	DET
biomedich-642	60	2	solution	solution	NOUN
biomedich-642	60	3	was	be	AUX
biomedich-642	60	4	cooled	cool	VERB
biomedich-642	60	5	and	and	CCONJ
biomedich-642	60	6	then	then	ADV
biomedich-642	60	7	filtered	filter	VERB
biomedich-642	60	8	using	use	VERB
biomedich-642	60	9	whatman	whatman	NOUN
biomedich-642	60	10	filter	filter	NOUN
biomedich-642	60	11	paper	paper	NOUN
biomedich-642	60	12	.	.	PUNCT
biomedich-642	61	1	the	the	DET
biomedich-642	61	2	filtrate	filtrate	NOUN
biomedich-642	61	3	was	be	AUX
biomedich-642	61	4	washed	wash	VERB
biomedich-642	61	5	with	with	ADP
biomedich-642	61	6	distilled	distil	VERB
biomedich-642	61	7	water	water	NOUN
biomedich-642	61	8	to	to	ADP
biomedich-642	61	9	a	a	DET
biomedich-642	61	10	neutral	neutral	ADJ
biomedich-642	61	11	ph	ph	NOUN
biomedich-642	61	12	and	and	CCONJ
biomedich-642	61	13	then	then	ADV
biomedich-642	61	14	dried	dry	VERB
biomedich-642	61	15	overnight	overnight	ADV
biomedich-642	61	16	at	at	ADP
biomedich-642	61	17	50	50	NUM
biomedich-642	61	18	0c	0c	NOUN
biomedich-642	61	19	in	in	ADP
biomedich-642	61	20	an	an	DET
biomedich-642	61	21	oven	oven	NOUN
biomedich-642	61	22	.	.	PUNCT
biomedich-642	62	1	alkali	alkali	ADJ
biomedich-642	62	2	pretreatment	pretreatment	NOUN
biomedich-642	62	3	of	of	ADP
biomedich-642	62	4	the	the	DET
biomedich-642	62	5	millet	millet	NOUN
biomedich-642	62	6	stalk	stalk	NOUN
biomedich-642	62	7	was	be	AUX
biomedich-642	62	8	conducted	conduct	VERB
biomedich-642	62	9	to	to	PART
biomedich-642	62	10	remove	remove	VERB
biomedich-642	62	11	the	the	DET
biomedich-642	62	12	lignin	lignin	NOUN
biomedich-642	62	13	component	component	NOUN
biomedich-642	62	14	according	accord	VERB
biomedich-642	62	15	to	to	ADP
biomedich-642	62	16	the	the	DET
biomedich-642	62	17	method	method	NOUN
biomedich-642	62	18	described	describe	VERB
biomedich-642	62	19	by	by	ADP
biomedich-642	62	20	jialei	jialei	PROPN
biomedich-642	62	21	et	et	PROPN
biomedich-642	62	22	al	al	PROPN
biomedich-642	62	23	.	.	PROPN
biomedich-642	63	1	(	(	PUNCT
biomedich-642	63	2	2017	2017	NUM
biomedich-642	63	3	)	)	PUNCT
biomedich-642	63	4	.	.	PUNCT
biomedich-642	64	1	the	the	DET
biomedich-642	64	2	millet	millet	NOUN
biomedich-642	64	3	stalk	stalk	NOUN
biomedich-642	64	4	powder	powder	NOUN
biomedich-642	64	5	(	(	PUNCT
biomedich-642	64	6	1.5	1.5	NUM
biomedich-642	64	7	g	g	NOUN
biomedich-642	64	8	)	)	PUNCT
biomedich-642	64	9	was	be	AUX
biomedich-642	64	10	immersed	immerse	VERB
biomedich-642	64	11	into	into	ADP
biomedich-642	64	12	a	a	DET
biomedich-642	64	13	6	6	NUM
biomedich-642	64	14	%	%	NOUN
biomedich-642	64	15	koh	koh	NOUN
biomedich-642	64	16	aqueous	aqueous	ADJ
biomedich-642	64	17	solution	solution	NOUN
biomedich-642	64	18	with	with	ADP
biomedich-642	64	19	a	a	DET
biomedich-642	64	20	solid	solid	ADJ
biomedich-642	64	21	–	–	PUNCT
biomedich-642	64	22	liquid	liquid	ADJ
biomedich-642	64	23	ratio	ratio	NOUN
biomedich-642	64	24	of	of	ADP
biomedich-642	64	25	1:20	1:20	NUM
biomedich-642	64	26	.	.	PUNCT
biomedich-642	65	1	the	the	DET
biomedich-642	65	2	contents	content	NOUN
biomedich-642	65	3	were	be	AUX
biomedich-642	65	4	loaded	load	VERB
biomedich-642	65	5	into	into	ADP
biomedich-642	65	6	a	a	DET
biomedich-642	65	7	50	50	NUM
biomedich-642	65	8	cm3	cm3	NOUN
biomedich-642	65	9	teflon	teflon	NOUN
biomedich-642	65	10	lined	line	VERB
biomedich-642	65	11	stainless	stainless	ADJ
biomedich-642	65	12	steel	steel	NOUN
biomedich-642	65	13	autoclave	autoclave	NOUN
biomedich-642	65	14	and	and	CCONJ
biomedich-642	65	15	then	then	ADV
biomedich-642	65	16	heated	heat	VERB
biomedich-642	65	17	at	at	ADP
biomedich-642	65	18	120	120	NUM
biomedich-642	65	19	0c	0c	NOUN
biomedich-642	65	20	for	for	ADP
biomedich-642	65	21	4	4	NUM
biomedich-642	65	22	hours	hour	NOUN
biomedich-642	65	23	.	.	PUNCT
biomedich-642	66	1	the	the	DET
biomedich-642	66	2	contents	content	NOUN
biomedich-642	66	3	were	be	AUX
biomedich-642	66	4	allowed	allow	VERB
biomedich-642	66	5	to	to	PART
biomedich-642	66	6	cool	cool	VERB
biomedich-642	66	7	at	at	ADP
biomedich-642	66	8	room	room	NOUN
biomedich-642	66	9	temperature	temperature	NOUN
biomedich-642	66	10	and	and	CCONJ
biomedich-642	66	11	then	then	ADV
biomedich-642	66	12	the	the	DET
biomedich-642	66	13	black	black	ADJ
biomedich-642	66	14	liquid	liquid	NOUN
biomedich-642	66	15	which	which	PRON
biomedich-642	66	16	consisted	consist	VERB
biomedich-642	66	17	of	of	ADP
biomedich-642	66	18	lignin	lignin	PROPN
biomedich-642	66	19	and	and	CCONJ
biomedich-642	66	20	koh	koh	PROPN
biomedich-642	66	21	was	be	AUX
biomedich-642	66	22	separated	separate	VERB
biomedich-642	66	23	from	from	ADP
biomedich-642	66	24	the	the	DET
biomedich-642	66	25	mixture	mixture	NOUN
biomedich-642	66	26	by	by	ADP
biomedich-642	66	27	centrifugation	centrifugation	NOUN
biomedich-642	66	28	.	.	PUNCT
biomedich-642	67	1	the	the	DET
biomedich-642	67	2	solution	solution	NOUN
biomedich-642	67	3	was	be	AUX
biomedich-642	67	4	filtered	filter	VERB
biomedich-642	67	5	using	use	VERB
biomedich-642	67	6	whatman	whatman	NOUN
biomedich-642	67	7	filter	filter	NOUN
biomedich-642	67	8	paper	paper	NOUN
biomedich-642	67	9	,	,	PUNCT
biomedich-642	67	10	washed	wash	VERB
biomedich-642	67	11	with	with	ADP
biomedich-642	67	12	distilled	distil	VERB
biomedich-642	67	13	to	to	ADP
biomedich-642	67	14	neutral	neutral	ADJ
biomedich-642	67	15	ph	ph	VERB
biomedich-642	67	16	,	,	PUNCT
biomedich-642	67	17	and	and	CCONJ
biomedich-642	67	18	then	then	ADV
biomedich-642	67	19	dried	dry	VERB
biomedich-642	67	20	at	at	ADP
biomedich-642	67	21	80oc	80oc	PROPN
biomedich-642	67	22	for	for	ADP
biomedich-642	67	23	24	24	NUM
biomedich-642	67	24	hours	hour	NOUN
biomedich-642	67	25	in	in	ADP
biomedich-642	67	26	the	the	DET
biomedich-642	67	27	oven	oven	NOUN
biomedich-642	67	28	.	.	PUNCT
biomedich-642	68	1	compositional	compositional	ADJ
biomedich-642	68	2	analysis	analysis	NOUN
biomedich-642	68	3	of	of	ADP
biomedich-642	68	4	the	the	DET
biomedich-642	68	5	millet	millet	NOUN
biomedich-642	68	6	stalk	stalk	NOUN
biomedich-642	68	7	the	the	DET
biomedich-642	68	8	compositional	compositional	ADJ
biomedich-642	68	9	analysis	analysis	NOUN
biomedich-642	68	10	of	of	ADP
biomedich-642	68	11	the	the	DET
biomedich-642	68	12	pretreated	pretreate	VERB
biomedich-642	68	13	and	and	CCONJ
biomedich-642	68	14	untreated	untreated	ADJ
biomedich-642	68	15	millet	millet	NOUN
biomedich-642	68	16	stalk	stalk	NOUN
biomedich-642	68	17	was	be	AUX
biomedich-642	68	18	conducted	conduct	VERB
biomedich-642	68	19	to	to	PART
biomedich-642	68	20	determine	determine	VERB
biomedich-642	68	21	the	the	DET
biomedich-642	68	22	percentage	percentage	NOUN
biomedich-642	68	23	levels	level	NOUN
biomedich-642	68	24	of	of	ADP
biomedich-642	68	25	extractives	extractive	NOUN
biomedich-642	68	26	,	,	PUNCT
biomedich-642	68	27	hemicellulose	hemicellulose	NOUN
biomedich-642	68	28	,	,	PUNCT
biomedich-642	68	29	lignin	lignin	NOUN
biomedich-642	68	30	,	,	PUNCT
biomedich-642	68	31	and	and	CCONJ
biomedich-642	68	32	cellulose	cellulose	NOUN
biomedich-642	68	33	by	by	ADP
biomedich-642	68	34	dry	dry	ADJ
biomedich-642	68	35	-	-	PUNCT
biomedich-642	68	36	weight	weight	NOUN
biomedich-642	68	37	basis	basis	NOUN
biomedich-642	68	38	technique	technique	NOUN
biomedich-642	68	39	.	.	PUNCT
biomedich-642	69	1	determination	determination	NOUN
biomedich-642	69	2	of	of	ADP
biomedich-642	69	3	extractives	extractive	NOUN
biomedich-642	69	4	content	content	VERB
biomedich-642	69	5	a	a	DET
biomedich-642	69	6	cellulose	cellulose	NOUN
biomedich-642	69	7	thimble	thimble	NOUN
biomedich-642	69	8	containing	contain	VERB
biomedich-642	69	9	millet	millet	NOUN
biomedich-642	69	10	stalk	stalk	NOUN
biomedich-642	69	11	powder	powder	NOUN
biomedich-642	69	12	(	(	PUNCT
biomedich-642	69	13	1	1	NUM
biomedich-642	69	14	g	g	NOUN
biomedich-642	69	15	)	)	PUNCT
biomedich-642	69	16	was	be	AUX
biomedich-642	69	17	extracted	extract	VERB
biomedich-642	69	18	using	use	VERB
biomedich-642	69	19	a	a	DET
biomedich-642	69	20	soxhlet	soxhlet	ADJ
biomedich-642	69	21	apparatus	apparatus	NOUN
biomedich-642	69	22	and	and	CCONJ
biomedich-642	69	23	acetone	acetone	NOUN
biomedich-642	69	24	as	as	ADP
biomedich-642	69	25	the	the	DET
biomedich-642	69	26	solvent	solvent	NOUN
biomedich-642	69	27	as	as	SCONJ
biomedich-642	69	28	described	describe	VERB
biomedich-642	69	29	by	by	ADP
biomedich-642	69	30	blasi	blasi	PROPN
biomedich-642	69	31	et	et	PROPN
biomedich-642	69	32	al	al	PROPN
biomedich-642	69	33	.	.	PROPN
biomedich-642	70	1	(	(	PUNCT
biomedich-642	70	2	2010	2010	NUM
biomedich-642	70	3	)	)	PUNCT
biomedich-642	70	4	.	.	PUNCT
biomedich-642	71	1	the	the	DET
biomedich-642	71	2	extraction	extraction	NOUN
biomedich-642	71	3	process	process	NOUN
biomedich-642	71	4	was	be	AUX
biomedich-642	71	5	carried	carry	VERB
biomedich-642	71	6	out	out	ADP
biomedich-642	71	7	at	at	ADP
biomedich-642	71	8	70	70	NUM
biomedich-642	71	9	0c	0c	NOUN
biomedich-642	71	10	for	for	ADP
biomedich-642	71	11	four	four	NUM
biomedich-642	71	12	hours	hour	NOUN
biomedich-642	71	13	.	.	PUNCT
biomedich-642	72	1	the	the	DET
biomedich-642	72	2	sample	sample	NOUN
biomedich-642	72	3	was	be	AUX
biomedich-642	72	4	allowed	allow	VERB
biomedich-642	72	5	to	to	PART
biomedich-642	72	6	air	air	VERB
biomedich-642	72	7	dry	dry	VERB
biomedich-642	72	8	for	for	ADP
biomedich-642	72	9	5	5	NUM
biomedich-642	72	10	minutes	minute	NOUN
biomedich-642	72	11	at	at	ADP
biomedich-642	72	12	room	room	NOUN
biomedich-642	72	13	temperature	temperature	NOUN
biomedich-642	72	14	and	and	CCONJ
biomedich-642	72	15	then	then	ADV
biomedich-642	72	16	thoroughly	thoroughly	ADV
biomedich-642	72	17	dried	dry	VERB
biomedich-642	72	18	in	in	ADP
biomedich-642	72	19	the	the	DET
biomedich-642	72	20	oven	oven	NOUN
biomedich-642	72	21	for	for	ADP
biomedich-642	72	22	30	30	NUM
biomedich-642	72	23	minutes	minute	NOUN
biomedich-642	72	24	at	at	ADP
biomedich-642	72	25	105	105	NUM
biomedich-642	72	26	0c	0c	NOUN
biomedich-642	72	27	.	.	PUNCT
biomedich-642	73	1	the	the	DET
biomedich-642	73	2	sample	sample	NOUN
biomedich-642	73	3	containing	contain	VERB
biomedich-642	73	4	extractive	extractive	ADJ
biomedich-642	73	5	and	and	CCONJ
biomedich-642	73	6	the	the	DET
biomedich-642	73	7	extractive	extractive	ADJ
biomedich-642	73	8	-	-	PUNCT
biomedich-642	73	9	free	free	ADJ
biomedich-642	73	10	sample	sample	NOUN
biomedich-642	73	11	were	be	AUX
biomedich-642	73	12	weighed	weigh	VERB
biomedich-642	73	13	and	and	CCONJ
biomedich-642	73	14	the	the	DET
biomedich-642	73	15	extractives	extractive	NOUN
biomedich-642	73	16	content	content	NOUN
biomedich-642	73	17	was	be	AUX
biomedich-642	73	18	obtained	obtain	VERB
biomedich-642	73	19	by	by	ADP
biomedich-642	73	20	taking	take	VERB
biomedich-642	73	21	the	the	DET
biomedich-642	73	22	difference	difference	NOUN
biomedich-642	73	23	between	between	ADP
biomedich-642	73	24	the	the	DET
biomedich-642	73	25	weights	weight	NOUN
biomedich-642	73	26	of	of	ADP
biomedich-642	73	27	the	the	DET
biomedich-642	73	28	samples	sample	NOUN
biomedich-642	73	29	.	.	PUNCT
biomedich-642	74	1	determination	determination	NOUN
biomedich-642	74	2	of	of	ADP
biomedich-642	74	3	hemicellulose	hemicellulose	NOUN
biomedich-642	74	4	content	content	NOUN
biomedich-642	74	5	the	the	DET
biomedich-642	74	6	hemicellulose	hemicellulose	NOUN
biomedich-642	74	7	content	content	NOUN
biomedich-642	74	8	of	of	ADP
biomedich-642	74	9	the	the	DET
biomedich-642	74	10	pretreated	pretreate	VERB
biomedich-642	74	11	and	and	CCONJ
biomedich-642	74	12	untreated	untreated	ADJ
biomedich-642	74	13	millet	millet	NOUN
biomedich-642	74	14	stalk	stalk	NOUN
biomedich-642	74	15	was	be	AUX
biomedich-642	74	16	determined	determine	VERB
biomedich-642	74	17	using	use	VERB
biomedich-642	74	18	the	the	DET
biomedich-642	74	19	method	method	NOUN
biomedich-642	74	20	of	of	ADP
biomedich-642	74	21	ayeni	ayeni	PROPN
biomedich-642	74	22	et	et	PROPN
biomedich-642	74	23	al	al	PROPN
biomedich-642	74	24	.	.	PROPN
biomedich-642	75	1	(	(	PUNCT
biomedich-642	75	2	2013	2013	NUM
biomedich-642	75	3	)	)	PUNCT
biomedich-642	75	4	.	.	PUNCT
biomedich-642	76	1	the	the	DET
biomedich-642	76	2	dried	dry	VERB
biomedich-642	76	3	extracted	extract	VERB
biomedich-642	76	4	sample	sample	NOUN
biomedich-642	76	5	(	(	PUNCT
biomedich-642	76	6	0.2	0.2	NUM
biomedich-642	76	7	g	g	NOUN
biomedich-642	76	8	)	)	PUNCT
biomedich-642	76	9	was	be	AUX
biomedich-642	76	10	treated	treat	VERB
biomedich-642	76	11	in	in	ADP
biomedich-642	76	12	250	250	NUM
biomedich-642	76	13	cm3	cm3	NOUN
biomedich-642	76	14	erlenmeyer	erlenmeyer	PROPN
biomedich-642	76	15	flask	flask	NOUN
biomedich-642	76	16	with	with	ADP
biomedich-642	76	17	150	150	NUM
biomedich-642	76	18	cm3	cm3	NOUN
biomedich-642	76	19	of	of	ADP
biomedich-642	76	20	5	5	NUM
biomedich-642	76	21	m	m	NOUN
biomedich-642	76	22	naoh	naoh	NOUN
biomedich-642	76	23	.	.	PUNCT
biomedich-642	77	1	the	the	DET
biomedich-642	77	2	mixture	mixture	NOUN
biomedich-642	77	3	was	be	AUX
biomedich-642	77	4	heated	heat	VERB
biomedich-642	77	5	under	under	ADP
biomedich-642	77	6	reflux	reflux	NOUN
biomedich-642	77	7	for	for	ADP
biomedich-642	77	8	3.5	3.5	NUM
biomedich-642	77	9	hours	hour	NOUN
biomedich-642	77	10	and	and	CCONJ
biomedich-642	77	11	then	then	ADV
biomedich-642	77	12	cooled	cool	VERB
biomedich-642	77	13	at	at	ADP
biomedich-642	77	14	room	room	NOUN
biomedich-642	77	15	temperature	temperature	NOUN
biomedich-642	77	16	.	.	PUNCT
biomedich-642	78	1	the	the	DET
biomedich-642	78	2	mixture	mixture	NOUN
biomedich-642	78	3	was	be	AUX
biomedich-642	78	4	filtered	filter	VERB
biomedich-642	78	5	using	use	VERB
biomedich-642	78	6	whatman	whatman	NOUN
biomedich-642	78	7	filter	filter	NOUN
biomedich-642	78	8	paper	paper	NOUN
biomedich-642	78	9	and	and	CCONJ
biomedich-642	78	10	then	then	ADV
biomedich-642	78	11	washed	wash	VERB
biomedich-642	78	12	with	with	ADP
biomedich-642	78	13	distilled	distil	VERB
biomedich-642	78	14	water	water	NOUN
biomedich-642	78	15	until	until	SCONJ
biomedich-642	78	16	a	a	DET
biomedich-642	78	17	neutral	neutral	ADJ
biomedich-642	78	18	ph	ph	NOUN
biomedich-642	78	19	obtained	obtain	VERB
biomedich-642	78	20	.	.	PUNCT
biomedich-642	79	1	the	the	DET
biomedich-642	79	2	residue	residue	NOUN
biomedich-642	79	3	was	be	AUX
biomedich-642	79	4	dried	dry	VERB
biomedich-642	79	5	in	in	ADP
biomedich-642	79	6	an	an	DET
biomedich-642	79	7	oven	oven	NOUN
biomedich-642	79	8	to	to	ADP
biomedich-642	79	9	a	a	DET
biomedich-642	79	10	constant	constant	ADJ
biomedich-642	79	11	weight	weight	NOUN
biomedich-642	79	12	at	at	ADP
biomedich-642	79	13	105	105	NUM
biomedich-642	79	14	0c	0c	NOUN
biomedich-642	79	15	.	.	PUNCT
biomedich-642	80	1	the	the	DET
biomedich-642	80	2	dried	dry	VERB
biomedich-642	80	3	sample	sample	NOUN
biomedich-642	80	4	’s	’s	PART
biomedich-642	80	5	hemicellulose	hemicellulose	NOUN
biomedich-642	80	6	content	content	NOUN
biomedich-642	80	7	(	(	PUNCT
biomedich-642	80	8	%	%	INTJ
biomedich-642	80	9	w	w	PROPN
biomedich-642	80	10	/	/	SYM
biomedich-642	80	11	w	w	NOUN
biomedich-642	80	12	)	)	PUNCT
biomedich-642	80	13	was	be	AUX
biomedich-642	80	14	obtained	obtain	VERB
biomedich-642	80	15	by	by	ADP
biomedich-642	80	16	taking	take	VERB
biomedich-642	80	17	the	the	DET
biomedich-642	80	18	difference	difference	NOUN
biomedich-642	80	19	between	between	ADP
biomedich-642	80	20	the	the	DET
biomedich-642	80	21	sample	sample	NOUN
biomedich-642	80	22	weight	weight	NOUN
biomedich-642	80	23	before	before	ADP
biomedich-642	80	24	and	and	CCONJ
biomedich-642	80	25	after	after	ADP
biomedich-642	80	26	treatment	treatment	NOUN
biomedich-642	80	27	.	.	PUNCT
biomedich-642	81	1	determination	determination	NOUN
biomedich-642	81	2	of	of	ADP
biomedich-642	81	3	lignin	lignin	PROPN
biomedich-642	81	4	content	content	NOUN
biomedich-642	81	5	the	the	DET
biomedich-642	81	6	lignin	lignin	NOUN
biomedich-642	81	7	content	content	NOUN
biomedich-642	81	8	of	of	ADP
biomedich-642	81	9	the	the	DET
biomedich-642	81	10	pretreated	pretreate	VERB
biomedich-642	81	11	and	and	CCONJ
biomedich-642	81	12	untreated	untreated	ADJ
biomedich-642	81	13	millet	millet	NOUN
biomedich-642	81	14	stalk	stalk	NOUN
biomedich-642	81	15	was	be	AUX
biomedich-642	81	16	estimated	estimate	VERB
biomedich-642	81	17	according	accord	VERB
biomedich-642	81	18	to	to	ADP
biomedich-642	81	19	the	the	DET
biomedich-642	81	20	method	method	NOUN
biomedich-642	81	21	described	describe	VERB
biomedich-642	81	22	by	by	ADP
biomedich-642	81	23	sluiter	sluiter	PROPN
biomedich-642	81	24	et	et	PROPN
biomedich-642	81	25	al	al	PROPN
biomedich-642	81	26	.	.	PROPN
biomedich-642	82	1	(	(	PUNCT
biomedich-642	82	2	2002	2002	NUM
biomedich-642	82	3	)	)	PUNCT
biomedich-642	82	4	.	.	PUNCT
biomedich-642	83	1	the	the	DET
biomedich-642	83	2	dried	dry	VERB
biomedich-642	83	3	extracted	extract	VERB
biomedich-642	83	4	sample	sample	NOUN
biomedich-642	83	5	(	(	PUNCT
biomedich-642	83	6	0.1	0.1	NUM
biomedich-642	83	7	g	g	NOUN
biomedich-642	83	8	)	)	PUNCT
biomedich-642	83	9	was	be	AUX
biomedich-642	83	10	transferred	transfer	VERB
biomedich-642	83	11	to	to	ADP
biomedich-642	83	12	glass	glass	NOUN
biomedich-642	83	13	test	test	NOUN
biomedich-642	83	14	tubes	tube	NOUN
biomedich-642	83	15	and	and	CCONJ
biomedich-642	83	16	3	3	NUM
biomedich-642	83	17	cm3	cm3	NOUN
biomedich-642	83	18	of	of	ADP
biomedich-642	83	19	72	72	NUM
biomedich-642	83	20	%	%	NOUN
biomedich-642	83	21	h2so4	h2so4	PROPN
biomedich-642	83	22	was	be	AUX
biomedich-642	83	23	added	add	VERB
biomedich-642	83	24	.	.	PUNCT
biomedich-642	84	1	the	the	DET
biomedich-642	84	2	sample	sample	NOUN
biomedich-642	84	3	was	be	AUX
biomedich-642	84	4	kept	keep	VERB
biomedich-642	84	5	at	at	ADP
biomedich-642	84	6	room	room	NOUN
biomedich-642	84	7	ibrahim	ibrahim	PROPN
biomedich-642	84	8	et	et	PROPN
biomedich-642	85	1	al	al	PROPN
biomedich-642	85	2	.	.	PROPN
biomedich-642	85	3	–	–	PUNCT
biomedich-642	85	4	application	application	NOUN
biomedich-642	85	5	of	of	ADP
biomedich-642	85	6	taguchi	taguchi	PROPN
biomedich-642	85	7	experimental	experimental	ADJ
biomedich-642	85	8	design	design	NOUN
biomedich-642	85	9	in	in	ADP
biomedich-642	85	10	optimization	optimization	NOUN
biomedich-642	85	11	…	…	PUNCT
biomedich-642	85	12	629	629	NUM
biomedich-642	85	13	temperature	temperature	NOUN
biomedich-642	85	14	for	for	ADP
biomedich-642	85	15	2	2	NUM
biomedich-642	85	16	hours	hour	NOUN
biomedich-642	85	17	with	with	ADP
biomedich-642	85	18	intermittent	intermittent	ADJ
biomedich-642	85	19	shaking	shaking	NOUN
biomedich-642	85	20	at	at	ADP
biomedich-642	85	21	30	30	NUM
biomedich-642	85	22	min	min	NOUN
biomedich-642	85	23	intervals	interval	NOUN
biomedich-642	85	24	to	to	PART
biomedich-642	85	25	allow	allow	VERB
biomedich-642	85	26	for	for	ADP
biomedich-642	85	27	complete	complete	ADJ
biomedich-642	85	28	hydrolysis	hydrolysis	NOUN
biomedich-642	85	29	.	.	PUNCT
biomedich-642	86	1	after	after	ADP
biomedich-642	86	2	the	the	DET
biomedich-642	86	3	initial	initial	ADJ
biomedich-642	86	4	hydrolysis	hydrolysis	NOUN
biomedich-642	86	5	,	,	PUNCT
biomedich-642	86	6	40	40	NUM
biomedich-642	86	7	cm3	cm3	NOUN
biomedich-642	86	8	of	of	ADP
biomedich-642	86	9	distilled	distil	VERB
biomedich-642	86	10	water	water	NOUN
biomedich-642	86	11	was	be	AUX
biomedich-642	86	12	added	add	VERB
biomedich-642	86	13	.	.	PUNCT
biomedich-642	87	1	the	the	DET
biomedich-642	87	2	second	second	ADJ
biomedich-642	87	3	hydrolysis	hydrolysis	NOUN
biomedich-642	87	4	step	step	NOUN
biomedich-642	87	5	was	be	AUX
biomedich-642	87	6	carried	carry	VERB
biomedich-642	87	7	out	out	ADP
biomedich-642	87	8	in	in	ADP
biomedich-642	87	9	an	an	DET
biomedich-642	87	10	autoclave	autoclave	NOUN
biomedich-642	87	11	for	for	ADP
biomedich-642	87	12	1	1	NUM
biomedich-642	87	13	hour	hour	NOUN
biomedich-642	87	14	at	at	ADP
biomedich-642	87	15	121	121	NUM
biomedich-642	87	16	°	°	NOUN
biomedich-642	87	17	c	c	NOUN
biomedich-642	87	18	.	.	PUNCT
biomedich-642	88	1	the	the	DET
biomedich-642	88	2	slurry	slurry	NOUN
biomedich-642	88	3	was	be	AUX
biomedich-642	88	4	cooled	cool	VERB
biomedich-642	88	5	at	at	ADP
biomedich-642	88	6	room	room	NOUN
biomedich-642	88	7	temperature	temperature	NOUN
biomedich-642	88	8	.	.	PUNCT
biomedich-642	89	1	the	the	DET
biomedich-642	89	2	hydrolyzed	hydrolyzed	ADJ
biomedich-642	89	3	sample	sample	NOUN
biomedich-642	89	4	was	be	AUX
biomedich-642	89	5	filtered	filter	VERB
biomedich-642	89	6	through	through	ADP
biomedich-642	89	7	a	a	DET
biomedich-642	89	8	vacuum	vacuum	NOUN
biomedich-642	89	9	using	use	VERB
biomedich-642	89	10	a	a	DET
biomedich-642	89	11	filtering	filter	VERB
biomedich-642	89	12	crucible	crucible	NOUN
biomedich-642	89	13	.	.	PUNCT
biomedich-642	90	1	the	the	DET
biomedich-642	90	2	acid	acid	PROPN
biomedich-642	90	3	insoluble	insoluble	ADJ
biomedich-642	90	4	lignin	lignin	NOUN
biomedich-642	90	5	was	be	AUX
biomedich-642	90	6	determined	determine	VERB
biomedich-642	90	7	by	by	ADP
biomedich-642	90	8	drying	dry	VERB
biomedich-642	90	9	the	the	DET
biomedich-642	90	10	residues	residue	NOUN
biomedich-642	90	11	at	at	ADP
biomedich-642	90	12	105	105	NUM
biomedich-642	90	13	oc	oc	NOUN
biomedich-642	90	14	.	.	PUNCT
biomedich-642	91	1	the	the	DET
biomedich-642	91	2	acid	acid	ADJ
biomedich-642	91	3	soluble	soluble	ADJ
biomedich-642	91	4	lignin	lignin	NOUN
biomedich-642	91	5	fraction	fraction	NOUN
biomedich-642	91	6	was	be	AUX
biomedich-642	91	7	determined	determine	VERB
biomedich-642	91	8	by	by	ADP
biomedich-642	91	9	measuring	measure	VERB
biomedich-642	91	10	the	the	DET
biomedich-642	91	11	absorbance	absorbance	NOUN
biomedich-642	91	12	of	of	ADP
biomedich-642	91	13	the	the	DET
biomedich-642	91	14	acid	acid	NOUN
biomedich-642	91	15	hydrolyzed	hydrolyze	VERB
biomedich-642	91	16	samples	sample	NOUN
biomedich-642	91	17	at	at	ADP
biomedich-642	91	18	320	320	NUM
biomedich-642	91	19	nm	nm	NOUN
biomedich-642	91	20	using	use	VERB
biomedich-642	91	21	a	a	DET
biomedich-642	91	22	spectrophotometer	spectrophotometer	NOUN
biomedich-642	91	23	.	.	PUNCT
biomedich-642	92	1	the	the	DET
biomedich-642	92	2	lignin	lignin	PROPN
biomedich-642	92	3	content	content	NOUN
biomedich-642	92	4	was	be	AUX
biomedich-642	92	5	calculated	calculate	VERB
biomedich-642	92	6	as	as	ADP
biomedich-642	92	7	the	the	DET
biomedich-642	92	8	summation	summation	NOUN
biomedich-642	92	9	of	of	ADP
biomedich-642	92	10	acid	acid	ADJ
biomedich-642	92	11	insoluble	insoluble	ADJ
biomedich-642	92	12	lignin	lignin	NOUN
biomedich-642	92	13	and	and	CCONJ
biomedich-642	92	14	acid	acid	ADJ
biomedich-642	92	15	soluble	soluble	ADJ
biomedich-642	92	16	lignin	lignin	NOUN
biomedich-642	92	17	.	.	PUNCT
biomedich-642	93	1	determination	determination	NOUN
biomedich-642	93	2	of	of	ADP
biomedich-642	93	3	cellulose	cellulose	NOUN
biomedich-642	93	4	content	content	PROPN
biomedich-642	93	5	blasi	blasi	PROPN
biomedich-642	93	6	et	et	PROPN
biomedich-642	93	7	al	al	PROPN
biomedich-642	93	8	.	.	PROPN
biomedich-642	94	1	(	(	PUNCT
biomedich-642	94	2	2010	2010	NUM
biomedich-642	94	3	)	)	PUNCT
biomedich-642	94	4	described	describe	VERB
biomedich-642	94	5	the	the	DET
biomedich-642	94	6	method	method	NOUN
biomedich-642	94	7	for	for	ADP
biomedich-642	94	8	determining	determine	VERB
biomedich-642	94	9	the	the	DET
biomedich-642	94	10	cellulose	cellulose	NOUN
biomedich-642	94	11	content	content	NOUN
biomedich-642	94	12	of	of	ADP
biomedich-642	94	13	the	the	DET
biomedich-642	94	14	pretreated	pretreate	VERB
biomedich-642	94	15	and	and	CCONJ
biomedich-642	94	16	untreated	untreated	ADJ
biomedich-642	94	17	samples	sample	NOUN
biomedich-642	94	18	.	.	PUNCT
biomedich-642	95	1	the	the	DET
biomedich-642	95	2	cellulose	cellulose	NOUN
biomedich-642	95	3	content	content	NOUN
biomedich-642	95	4	(	(	PUNCT
biomedich-642	95	5	%	%	INTJ
biomedich-642	95	6	w	w	PROPN
biomedich-642	95	7	/	/	SYM
biomedich-642	95	8	w	w	NOUN
biomedich-642	95	9	)	)	PUNCT
biomedich-642	95	10	was	be	AUX
biomedich-642	95	11	obtained	obtain	VERB
biomedich-642	95	12	by	by	ADP
biomedich-642	95	13	difference	difference	NOUN
biomedich-642	95	14	,	,	PUNCT
biomedich-642	95	15	using	use	VERB
biomedich-642	95	16	the	the	DET
biomedich-642	95	17	extractives	extractive	NOUN
biomedich-642	95	18	,	,	PUNCT
biomedich-642	95	19	hemicellulose	hemicellulose	NOUN
biomedich-642	95	20	,	,	PUNCT
biomedich-642	95	21	and	and	CCONJ
biomedich-642	95	22	lignin	lignin	NOUN
biomedich-642	95	23	content	content	NOUN
biomedich-642	95	24	of	of	ADP
biomedich-642	95	25	the	the	DET
biomedich-642	95	26	sample	sample	NOUN
biomedich-642	95	27	.	.	PUNCT
biomedich-642	96	1	production	production	NOUN
biomedich-642	96	2	of	of	ADP
biomedich-642	96	3	levulinic	levulinic	PROPN
biomedich-642	96	4	acid	acid	NOUN
biomedich-642	96	5	from	from	ADP
biomedich-642	96	6	millet	millet	NOUN
biomedich-642	96	7	stalk	stalk	NOUN
biomedich-642	96	8	levulinic	levulinic	NOUN
biomedich-642	96	9	acid	acid	NOUN
biomedich-642	96	10	was	be	AUX
biomedich-642	96	11	synthesized	synthesize	VERB
biomedich-642	96	12	from	from	ADP
biomedich-642	96	13	the	the	DET
biomedich-642	96	14	pretreated	pretreate	VERB
biomedich-642	96	15	millet	millet	NOUN
biomedich-642	96	16	stalk	stalk	NOUN
biomedich-642	96	17	in	in	ADP
biomedich-642	96	18	a	a	DET
biomedich-642	96	19	teflon	teflon	NOUN
biomedich-642	96	20	lined	line	VERB
biomedich-642	96	21	stainless	stainless	ADJ
biomedich-642	96	22	steel	steel	NOUN
biomedich-642	96	23	autoclave	autoclave	NOUN
biomedich-642	96	24	(	(	PUNCT
biomedich-642	96	25	50	50	NUM
biomedich-642	96	26	cm3	cm3	NOUN
biomedich-642	96	27	)	)	PUNCT
biomedich-642	96	28	using	use	VERB
biomedich-642	96	29	the	the	DET
biomedich-642	96	30	method	method	NOUN
biomedich-642	96	31	of	of	ADP
biomedich-642	96	32	jialei	jialei	NOUN
biomedich-642	96	33	et	et	PROPN
biomedich-642	96	34	al	al	PROPN
biomedich-642	96	35	.	.	PROPN
biomedich-642	97	1	(	(	PUNCT
biomedich-642	97	2	2017	2017	NUM
biomedich-642	97	3	)	)	PUNCT
biomedich-642	97	4	with	with	ADP
biomedich-642	97	5	some	some	DET
biomedich-642	97	6	modifications	modification	NOUN
biomedich-642	97	7	.	.	PUNCT
biomedich-642	98	1	the	the	DET
biomedich-642	98	2	pretreated	pretreated	ADJ
biomedich-642	98	3	sample	sample	NOUN
biomedich-642	98	4	(	(	PUNCT
biomedich-642	98	5	0.5	0.5	NUM
biomedich-642	98	6	g	g	NOUN
biomedich-642	98	7	)	)	PUNCT
biomedich-642	98	8	was	be	AUX
biomedich-642	98	9	transferred	transfer	VERB
biomedich-642	98	10	into	into	ADP
biomedich-642	98	11	10	10	NUM
biomedich-642	98	12	cm3	cm3	NOUN
biomedich-642	98	13	of	of	ADP
biomedich-642	98	14	0.2	0.2	NUM
biomedich-642	98	15	m	m	NOUN
biomedich-642	98	16	h2so4	h2so4	NOUN
biomedich-642	98	17	aqueous	aqueous	ADJ
biomedich-642	98	18	solution	solution	NOUN
biomedich-642	98	19	and	and	CCONJ
biomedich-642	98	20	then	then	ADV
biomedich-642	98	21	loaded	load	VERB
biomedich-642	98	22	into	into	ADP
biomedich-642	98	23	the	the	DET
biomedich-642	98	24	reactor	reactor	NOUN
biomedich-642	98	25	.	.	PUNCT
biomedich-642	99	1	the	the	DET
biomedich-642	99	2	reactor	reactor	NOUN
biomedich-642	99	3	was	be	AUX
biomedich-642	99	4	placed	place	VERB
biomedich-642	99	5	in	in	ADP
biomedich-642	99	6	a	a	DET
biomedich-642	99	7	paraffin	paraffin	NOUN
biomedich-642	99	8	oil	oil	NOUN
biomedich-642	99	9	bath	bath	NOUN
biomedich-642	99	10	closed	close	VERB
biomedich-642	99	11	,	,	PUNCT
biomedich-642	99	12	stirred	stir	VERB
biomedich-642	99	13	at	at	ADP
biomedich-642	99	14	1000	1000	NUM
biomedich-642	99	15	rpm	rpm	NOUN
biomedich-642	99	16	,	,	PUNCT
biomedich-642	99	17	and	and	CCONJ
biomedich-642	99	18	then	then	ADV
biomedich-642	99	19	heated	heated	ADJ
biomedich-642	99	20	to	to	ADP
biomedich-642	99	21	170	170	NUM
biomedich-642	99	22	oc	oc	NOUN
biomedich-642	99	23	using	use	VERB
biomedich-642	99	24	a	a	DET
biomedich-642	99	25	hot	hot	ADJ
biomedich-642	99	26	plate	plate	NOUN
biomedich-642	99	27	magnetic	magnetic	ADJ
biomedich-642	99	28	stirrer	stirrer	NOUN
biomedich-642	99	29	.	.	PUNCT
biomedich-642	100	1	the	the	DET
biomedich-642	100	2	reactor	reactor	NOUN
biomedich-642	100	3	was	be	AUX
biomedich-642	100	4	kept	keep	VERB
biomedich-642	100	5	for	for	ADP
biomedich-642	100	6	3	3	NUM
biomedich-642	100	7	hours	hour	NOUN
biomedich-642	100	8	,	,	PUNCT
biomedich-642	100	9	and	and	CCONJ
biomedich-642	100	10	the	the	DET
biomedich-642	100	11	reaction	reaction	NOUN
biomedich-642	100	12	was	be	AUX
biomedich-642	100	13	observed	observe	VERB
biomedich-642	100	14	.	.	PUNCT
biomedich-642	101	1	the	the	DET
biomedich-642	101	2	reaction	reaction	NOUN
biomedich-642	101	3	was	be	AUX
biomedich-642	101	4	terminated	terminate	VERB
biomedich-642	101	5	by	by	ADP
biomedich-642	101	6	quenching	quench	VERB
biomedich-642	101	7	the	the	DET
biomedich-642	101	8	reactor	reactor	NOUN
biomedich-642	101	9	with	with	ADP
biomedich-642	101	10	cold	cold	ADJ
biomedich-642	101	11	water	water	NOUN
biomedich-642	101	12	.	.	PUNCT
biomedich-642	102	1	the	the	DET
biomedich-642	102	2	end	end	NOUN
biomedich-642	102	3	product	product	NOUN
biomedich-642	102	4	was	be	AUX
biomedich-642	102	5	filtered	filter	VERB
biomedich-642	102	6	to	to	PART
biomedich-642	102	7	obtain	obtain	VERB
biomedich-642	102	8	a	a	DET
biomedich-642	102	9	clear	clear	ADJ
biomedich-642	102	10	liquid	liquid	ADJ
biomedich-642	102	11	sample	sample	NOUN
biomedich-642	102	12	.	.	PUNCT
biomedich-642	103	1	the	the	DET
biomedich-642	103	2	synthesized	synthesize	VERB
biomedich-642	103	3	levulinic	levulinic	NOUN
biomedich-642	103	4	acid	acid	NOUN
biomedich-642	103	5	was	be	AUX
biomedich-642	103	6	extracted	extract	VERB
biomedich-642	103	7	from	from	ADP
biomedich-642	103	8	the	the	DET
biomedich-642	103	9	aqueous	aqueous	ADJ
biomedich-642	103	10	mixture	mixture	NOUN
biomedich-642	103	11	using	use	VERB
biomedich-642	103	12	a	a	DET
biomedich-642	103	13	separating	separate	VERB
biomedich-642	103	14	funnel	funnel	NOUN
biomedich-642	103	15	and	and	CCONJ
biomedich-642	103	16	ethyl	ethyl	PROPN
biomedich-642	103	17	acetate	acetate	PROPN
biomedich-642	103	18	as	as	ADP
biomedich-642	103	19	solvent	solvent	NOUN
biomedich-642	103	20	.	.	PUNCT
biomedich-642	104	1	an	an	DET
biomedich-642	104	2	equal	equal	ADJ
biomedich-642	104	3	volume	volume	NOUN
biomedich-642	104	4	of	of	ADP
biomedich-642	104	5	ethyl	ethyl	PROPN
biomedich-642	104	6	acetate	acetate	PROPN
biomedich-642	104	7	to	to	ADP
biomedich-642	104	8	the	the	DET
biomedich-642	104	9	levulinic	levulinic	NOUN
biomedich-642	104	10	acid	acid	NOUN
biomedich-642	104	11	mixture	mixture	NOUN
biomedich-642	104	12	was	be	AUX
biomedich-642	104	13	transferred	transfer	VERB
biomedich-642	104	14	into	into	ADP
biomedich-642	104	15	a	a	DET
biomedich-642	104	16	separating	separate	VERB
biomedich-642	104	17	funnel	funnel	NOUN
biomedich-642	104	18	,	,	PUNCT
biomedich-642	104	19	shaken	shake	VERB
biomedich-642	104	20	vigorously	vigorously	ADV
biomedich-642	104	21	and	and	CCONJ
biomedich-642	104	22	then	then	ADV
biomedich-642	104	23	allowed	allow	VERB
biomedich-642	104	24	to	to	PART
biomedich-642	104	25	settle	settle	VERB
biomedich-642	104	26	.	.	PUNCT
biomedich-642	105	1	the	the	DET
biomedich-642	105	2	anhydrous	anhydrous	ADJ
biomedich-642	105	3	sodium	sodium	NOUN
biomedich-642	105	4	sulfate	sulfate	NOUN
biomedich-642	105	5	(	(	PUNCT
biomedich-642	105	6	1.0	1.0	NUM
biomedich-642	105	7	g	g	NOUN
biomedich-642	105	8	)	)	PUNCT
biomedich-642	105	9	was	be	AUX
biomedich-642	105	10	added	add	VERB
biomedich-642	105	11	to	to	ADP
biomedich-642	105	12	an	an	DET
biomedich-642	105	13	organic	organic	ADJ
biomedich-642	105	14	portion	portion	NOUN
biomedich-642	105	15	of	of	ADP
biomedich-642	105	16	the	the	DET
biomedich-642	105	17	extract	extract	NOUN
biomedich-642	105	18	,	,	PUNCT
biomedich-642	105	19	and	and	CCONJ
biomedich-642	105	20	the	the	DET
biomedich-642	105	21	solvent	solvent	NOUN
biomedich-642	105	22	was	be	AUX
biomedich-642	105	23	evaporated	evaporate	VERB
biomedich-642	105	24	by	by	ADP
biomedich-642	105	25	heating	heat	VERB
biomedich-642	105	26	the	the	DET
biomedich-642	105	27	extract	extract	NOUN
biomedich-642	105	28	at	at	ADP
biomedich-642	105	29	a	a	DET
biomedich-642	105	30	temperature	temperature	NOUN
biomedich-642	105	31	of	of	ADP
biomedich-642	105	32	78	78	NUM
biomedich-642	105	33	oc	oc	NOUN
biomedich-642	105	34	to	to	PART
biomedich-642	105	35	obtain	obtain	VERB
biomedich-642	105	36	dried	dry	VERB
biomedich-642	105	37	levulinic	levulinic	NOUN
biomedich-642	105	38	acid	acid	NOUN
biomedich-642	105	39	residue	residue	NOUN
biomedich-642	105	40	.	.	PUNCT
biomedich-642	106	1	optimization	optimization	NOUN
biomedich-642	106	2	analysis	analysis	NOUN
biomedich-642	106	3	levulinic	levulinic	NOUN
biomedich-642	106	4	acid	acid	NOUN
biomedich-642	106	5	production	production	NOUN
biomedich-642	106	6	was	be	AUX
biomedich-642	106	7	optimized	optimize	VERB
biomedich-642	106	8	to	to	PART
biomedich-642	106	9	evaluate	evaluate	VERB
biomedich-642	106	10	optimum	optimum	ADJ
biomedich-642	106	11	conditions	condition	NOUN
biomedich-642	106	12	for	for	ADP
biomedich-642	106	13	the	the	DET
biomedich-642	106	14	production	production	NOUN
biomedich-642	106	15	of	of	ADP
biomedich-642	106	16	levulinic	levulinic	NOUN
biomedich-642	106	17	acid	acid	NOUN
biomedich-642	106	18	using	use	VERB
biomedich-642	106	19	the	the	DET
biomedich-642	106	20	taguchi	taguchi	PROPN
biomedich-642	106	21	experimental	experimental	ADJ
biomedich-642	106	22	design	design	NOUN
biomedich-642	106	23	method	method	NOUN
biomedich-642	106	24	described	describe	VERB
biomedich-642	106	25	by	by	ADP
biomedich-642	106	26	jialei	jialei	PROPN
biomedich-642	106	27	et	et	PROPN
biomedich-642	106	28	al	al	PROPN
biomedich-642	106	29	.	.	PROPN
biomedich-642	107	1	(	(	PUNCT
biomedich-642	107	2	2017	2017	NUM
biomedich-642	107	3	)	)	PUNCT
biomedich-642	107	4	with	with	ADP
biomedich-642	107	5	certain	certain	ADJ
biomedich-642	107	6	modifications	modification	NOUN
biomedich-642	107	7	.	.	PUNCT
biomedich-642	108	1	for	for	ADP
biomedich-642	108	2	optimization	optimization	NOUN
biomedich-642	108	3	settings	setting	NOUN
biomedich-642	108	4	,	,	PUNCT
biomedich-642	108	5	the	the	DET
biomedich-642	108	6	effect	effect	NOUN
biomedich-642	108	7	of	of	ADP
biomedich-642	108	8	temperature	temperature	NOUN
biomedich-642	108	9	,	,	PUNCT
biomedich-642	108	10	time	time	NOUN
biomedich-642	108	11	and	and	CCONJ
biomedich-642	108	12	acid	acid	ADJ
biomedich-642	108	13	concentration	concentration	NOUN
biomedich-642	108	14	on	on	ADP
biomedich-642	108	15	the	the	DET
biomedich-642	108	16	amount	amount	NOUN
biomedich-642	108	17	of	of	ADP
biomedich-642	108	18	levulinic	levulinic	NOUN
biomedich-642	108	19	acid	acid	NOUN
biomedich-642	108	20	produced	produce	VERB
biomedich-642	108	21	was	be	AUX
biomedich-642	108	22	evaluated	evaluate	VERB
biomedich-642	108	23	by	by	ADP
biomedich-642	108	24	comparison	comparison	NOUN
biomedich-642	108	25	minitab	minitab	PROPN
biomedich-642	108	26	statistical	statistical	ADJ
biomedich-642	108	27	software	software	NOUN
biomedich-642	108	28	.	.	PUNCT
biomedich-642	109	1	the	the	DET
biomedich-642	109	2	experiment	experiment	NOUN
biomedich-642	109	3	was	be	AUX
biomedich-642	109	4	conducted	conduct	VERB
biomedich-642	109	5	in	in	ADP
biomedich-642	109	6	a	a	DET
biomedich-642	109	7	teflon	teflon	NOUN
biomedich-642	109	8	lined	line	VERB
biomedich-642	109	9	stainless	stainless	ADJ
biomedich-642	109	10	steel	steel	NOUN
biomedich-642	109	11	reactor	reactor	NOUN
biomedich-642	109	12	using	use	VERB
biomedich-642	109	13	the	the	DET
biomedich-642	109	14	pretreated	pretreate	VERB
biomedich-642	109	15	sample	sample	NOUN
biomedich-642	109	16	as	as	ADP
biomedich-642	109	17	starting	start	VERB
biomedich-642	109	18	material	material	NOUN
biomedich-642	109	19	and	and	CCONJ
biomedich-642	109	20	dilute	dilute	VERB
biomedich-642	109	21	hcl	hcl	PROPN
biomedich-642	109	22	as	as	ADP
biomedich-642	109	23	catalyst	catalyst	NOUN
biomedich-642	109	24	under	under	ADP
biomedich-642	109	25	70	70	NUM
biomedich-642	109	26	bar	bar	NOUN
biomedich-642	109	27	pressure	pressure	NOUN
biomedich-642	109	28	.	.	PUNCT
biomedich-642	110	1	different	different	ADJ
biomedich-642	110	2	range	range	NOUN
biomedich-642	110	3	values	value	NOUN
biomedich-642	110	4	170	170	NUM
biomedich-642	110	5	–	–	PUNCT
biomedich-642	110	6	200oc	200oc	NOUN
biomedich-642	110	7	,	,	PUNCT
biomedich-642	110	8	2.3	2.3	NUM
biomedich-642	110	9	–	–	SYM
biomedich-642	110	10	4.0	4.0	NUM
biomedich-642	110	11	hours	hour	NOUN
biomedich-642	110	12	,	,	PUNCT
biomedich-642	110	13	and	and	CCONJ
biomedich-642	110	14	0.2	0.2	NUM
biomedich-642	110	15	–	–	PUNCT
biomedich-642	110	16	0.8	0.8	NUM
biomedich-642	110	17	m	m	NOUN
biomedich-642	110	18	for	for	ADP
biomedich-642	110	19	temperature	temperature	NOUN
biomedich-642	110	20	,	,	PUNCT
biomedich-642	110	21	residence	residence	NOUN
biomedich-642	110	22	time	time	NOUN
biomedich-642	110	23	,	,	PUNCT
biomedich-642	110	24	and	and	CCONJ
biomedich-642	110	25	acid	acid	NOUN
biomedich-642	110	26	concentrations	concentration	NOUN
biomedich-642	110	27	were	be	AUX
biomedich-642	110	28	used	use	VERB
biomedich-642	110	29	,	,	PUNCT
biomedich-642	110	30	respectively	respectively	ADV
biomedich-642	110	31	.	.	PUNCT
biomedich-642	111	1	the	the	DET
biomedich-642	111	2	response	response	NOUN
biomedich-642	111	3	was	be	AUX
biomedich-642	111	4	observed	observe	VERB
biomedich-642	111	5	at	at	ADP
biomedich-642	111	6	each	each	DET
biomedich-642	111	7	value	value	NOUN
biomedich-642	111	8	and	and	CCONJ
biomedich-642	111	9	the	the	DET
biomedich-642	111	10	percentage	percentage	NOUN
biomedich-642	111	11	yield	yield	NOUN
biomedich-642	111	12	of	of	ADP
biomedich-642	111	13	levulinic	levulinic	NOUN
biomedich-642	111	14	acid	acid	PROPN
biomedich-642	111	15	was	be	AUX
biomedich-642	111	16	obtained	obtain	VERB
biomedich-642	111	17	.	.	PUNCT
biomedich-642	112	1	characterization	characterization	NOUN
biomedich-642	112	2	of	of	ADP
biomedich-642	112	3	the	the	DET
biomedich-642	112	4	produced	produce	VERB
biomedich-642	112	5	levulinic	levulinic	NOUN
biomedich-642	112	6	acid	acid	NOUN
biomedich-642	112	7	fourier	fourier	NOUN
biomedich-642	112	8	transforms	transform	VERB
biomedich-642	112	9	infrared	infrared	ADJ
biomedich-642	112	10	(	(	PUNCT
biomedich-642	112	11	ft	ft	NOUN
biomedich-642	112	12	-	-	PUNCT
biomedich-642	112	13	ir	ir	NOUN
biomedich-642	112	14	)	)	PUNCT
biomedich-642	112	15	analysis	analysis	NOUN
biomedich-642	112	16	levulinic	levulinic	NOUN
biomedich-642	112	17	acid	acid	PROPN
biomedich-642	112	18	was	be	AUX
biomedich-642	112	19	analyzed	analyze	VERB
biomedich-642	112	20	by	by	ADP
biomedich-642	112	21	fourier	fourier	NOUN
biomedich-642	112	22	transforms	transform	VERB
biomedich-642	112	23	infrared	infrared	ADJ
biomedich-642	112	24	(	(	PUNCT
biomedich-642	112	25	ft	ft	NOUN
biomedich-642	112	26	-	-	PUNCT
biomedich-642	112	27	ir	ir	NOUN
biomedich-642	112	28	)	)	PUNCT
biomedich-642	112	29	using	use	VERB
biomedich-642	112	30	mb3000	mb3000	PROPN
biomedich-642	112	31	model	model	NOUN
biomedich-642	112	32	spectrophotometer	spectrophotometer	NOUN
biomedich-642	112	33	operating	operate	VERB
biomedich-642	112	34	in	in	ADP
biomedich-642	112	35	the	the	DET
biomedich-642	112	36	range	range	NOUN
biomedich-642	112	37	of	of	ADP
biomedich-642	112	38	500–4500	500–4500	NUM
biomedich-642	112	39	cm−1	cm−1	NOUN
biomedich-642	112	40	at	at	ADP
biomedich-642	112	41	a	a	DET
biomedich-642	112	42	resolution	resolution	NOUN
biomedich-642	112	43	of	of	ADP
biomedich-642	112	44	4	4	NUM
biomedich-642	112	45	cm−1	cm−1	NOUN
biomedich-642	112	46	.	.	PUNCT
biomedich-642	113	1	sample	sample	NOUN
biomedich-642	113	2	drop	drop	NOUN
biomedich-642	113	3	was	be	AUX
biomedich-642	113	4	sandwiched	sandwich	VERB
biomedich-642	113	5	between	between	ADP
biomedich-642	113	6	two	two	NUM
biomedich-642	113	7	plates	plate	NOUN
biomedich-642	113	8	of	of	ADP
biomedich-642	113	9	potassium	potassium	NOUN
biomedich-642	113	10	bromide	bromide	NOUN
biomedich-642	113	11	cells	cell	NOUN
biomedich-642	113	12	and	and	CCONJ
biomedich-642	113	13	squeezed	squeeze	VERB
biomedich-642	113	14	.	.	PUNCT
biomedich-642	114	1	a	a	DET
biomedich-642	114	2	thin	thin	ADJ
biomedich-642	114	3	film	film	NOUN
biomedich-642	114	4	was	be	AUX
biomedich-642	114	5	formed	form	VERB
biomedich-642	114	6	between	between	ADP
biomedich-642	114	7	the	the	DET
biomedich-642	114	8	plates	plate	NOUN
biomedich-642	114	9	to	to	PART
biomedich-642	114	10	enable	enable	VERB
biomedich-642	114	11	light	light	NOUN
biomedich-642	114	12	to	to	PART
biomedich-642	114	13	flow	flow	VERB
biomedich-642	114	14	through	through	ADP
biomedich-642	114	15	the	the	DET
biomedich-642	114	16	sample	sample	NOUN
biomedich-642	114	17	.	.	PUNCT
biomedich-642	115	1	the	the	DET
biomedich-642	115	2	plates	plate	NOUN
biomedich-642	115	3	were	be	AUX
biomedich-642	115	4	placed	place	VERB
biomedich-642	115	5	in	in	ADP
biomedich-642	115	6	the	the	DET
biomedich-642	115	7	sample	sample	NOUN
biomedich-642	115	8	holder	holder	NOUN
biomedich-642	115	9	and	and	CCONJ
biomedich-642	115	10	positioned	position	VERB
biomedich-642	115	11	in	in	ADP
biomedich-642	115	12	the	the	DET
biomedich-642	115	13	spectrophotometer	spectrophotometer	NOUN
biomedich-642	115	14	's	's	PART
biomedich-642	115	15	standard	standard	ADJ
biomedich-642	115	16	sample	sample	NOUN
biomedich-642	115	17	compartment	compartment	NOUN
biomedich-642	115	18	and	and	CCONJ
biomedich-642	115	19	then	then	ADV
biomedich-642	115	20	spectral	spectral	ADJ
biomedich-642	115	21	data	datum	NOUN
biomedich-642	115	22	were	be	AUX
biomedich-642	115	23	obtained	obtain	VERB
biomedich-642	115	24	.	.	PUNCT
biomedich-642	116	1	gas	gas	NOUN
biomedich-642	116	2	chromatography	chromatography	NOUN
biomedich-642	116	3	mass	mass	NOUN
biomedich-642	116	4	spectroscopic	spectroscopic	NOUN
biomedich-642	116	5	(	(	PUNCT
biomedich-642	116	6	gc	gc	PROPN
biomedich-642	116	7	-	-	PUNCT
biomedich-642	116	8	ms	ms	NOUN
biomedich-642	116	9	)	)	PUNCT
biomedich-642	116	10	analysis	analysis	NOUN
biomedich-642	116	11	gc	gc	PROPN
biomedich-642	116	12	-	-	PUNCT
biomedich-642	116	13	ms	ms	NOUN
biomedich-642	116	14	analysis	analysis	NOUN
biomedich-642	116	15	of	of	ADP
biomedich-642	116	16	the	the	DET
biomedich-642	116	17	levulinic	levulinic	NOUN
biomedich-642	116	18	acid	acid	NOUN
biomedich-642	116	19	was	be	AUX
biomedich-642	116	20	performed	perform	VERB
biomedich-642	116	21	using	use	VERB
biomedich-642	116	22	7890b	7890b	NUM
biomedich-642	116	23	connected	connected	ADJ
biomedich-642	116	24	agilent	agilent	PROPN
biomedich-642	116	25	technologies	technology	NOUN
biomedich-642	116	26	mass	mass	VERB
biomedich-642	116	27	selective	selective	ADJ
biomedich-642	116	28	detector	detector	NOUN
biomedich-642	116	29	(	(	PUNCT
biomedich-642	116	30	msd	msd	PROPN
biomedich-642	116	31	)	)	PUNCT
biomedich-642	116	32	5977a	5977a	NUM
biomedich-642	116	33	.	.	PUNCT
biomedich-642	117	1	the	the	DET
biomedich-642	117	2	experiment	experiment	NOUN
biomedich-642	117	3	was	be	AUX
biomedich-642	117	4	carried	carry	VERB
biomedich-642	117	5	out	out	ADP
biomedich-642	117	6	in	in	ADP
biomedich-642	117	7	a	a	DET
biomedich-642	117	8	capillary	capillary	ADJ
biomedich-642	117	9	column	column	NOUN
biomedich-642	117	10	with	with	ADP
biomedich-642	117	11	a	a	DET
biomedich-642	117	12	5190	5190	NUM
biomedich-642	117	13	-	-	SYM
biomedich-642	117	14	2293	2293	NUM
biomedich-642	117	15	model	model	NOUN
biomedich-642	117	16	number	number	NOUN
biomedich-642	117	17	set	set	VERB
biomedich-642	117	18	at	at	ADP
biomedich-642	117	19	50	50	NUM
biomedich-642	117	20	0c	0c	NOUN
biomedich-642	117	21	at	at	ADP
biomedich-642	117	22	a	a	DET
biomedich-642	117	23	15	15	NUM
biomedich-642	117	24	oc	oc	NOUN
biomedich-642	117	25	/	/	SYM
biomedich-642	117	26	min	min	NOUN
biomedich-642	117	27	rate	rate	NOUN
biomedich-642	117	28	.	.	PUNCT
biomedich-642	118	1	the	the	DET
biomedich-642	118	2	program	program	NOUN
biomedich-642	118	3	was	be	AUX
biomedich-642	118	4	run	run	VERB
biomedich-642	118	5	at	at	ADP
biomedich-642	118	6	2600c	2600c	NUM
biomedich-642	118	7	,	,	PUNCT
biomedich-642	118	8	hold	hold	VERB
biomedich-642	118	9	time	time	NOUN
biomedich-642	118	10	of	of	ADP
biomedich-642	118	11	2	2	NUM
biomedich-642	118	12	minutes	minute	NOUN
biomedich-642	118	13	,	,	PUNCT
biomedich-642	118	14	injection	injection	NOUN
biomedich-642	118	15	volume	volume	NOUN
biomedich-642	118	16	of	of	ADP
biomedich-642	118	17	1	1	NUM
biomedich-642	118	18	μl	μl	ADJ
biomedich-642	118	19	,	,	PUNCT
biomedich-642	118	20	front	front	ADJ
biomedich-642	118	21	injector	injector	NOUN
biomedich-642	118	22	of	of	ADP
biomedich-642	118	23	10	10	NUM
biomedich-642	118	24	μl	μl	ADJ
biomedich-642	118	25	,	,	PUNCT
biomedich-642	118	26	and	and	CCONJ
biomedich-642	118	27	beginning	begin	VERB
biomedich-642	118	28	temperature	temperature	NOUN
biomedich-642	118	29	set	set	NOUN
biomedich-642	118	30	point	point	NOUN
biomedich-642	118	31	of	of	ADP
biomedich-642	118	32	60oc	60oc	NOUN
biomedich-642	118	33	.	.	PUNCT
biomedich-642	119	1	the	the	DET
biomedich-642	119	2	equilibration	equilibration	NOUN
biomedich-642	119	3	time	time	NOUN
biomedich-642	119	4	was	be	AUX
biomedich-642	119	5	0.5	0.5	NUM
biomedich-642	119	6	min	min	NOUN
biomedich-642	119	7	at	at	ADP
biomedich-642	119	8	the	the	DET
biomedich-642	119	9	highest	high	ADJ
biomedich-642	119	10	temperature	temperature	NOUN
biomedich-642	119	11	of	of	ADP
biomedich-642	119	12	325oc	325oc	NOUN
biomedich-642	119	13	.	.	PUNCT
biomedich-642	120	1	the	the	DET
biomedich-642	120	2	msd	msd	NOUN
biomedich-642	120	3	transfer	transfer	NOUN
biomedich-642	120	4	line	line	NOUN
biomedich-642	120	5	was	be	AUX
biomedich-642	120	6	kept	keep	VERB
biomedich-642	120	7	at	at	ADP
biomedich-642	120	8	280	280	NUM
biomedich-642	120	9	°	°	NOUN
biomedich-642	120	10	c	c	NOUN
biomedich-642	120	11	,	,	PUNCT
biomedich-642	120	12	with	with	ADP
biomedich-642	120	13	a	a	DET
biomedich-642	120	14	data	data	NOUN
biomedich-642	120	15	rate	rate	NOUN
biomedich-642	120	16	of	of	ADP
biomedich-642	120	17	50	50	NUM
biomedich-642	120	18	hz	hz	VERB
biomedich-642	120	19	and	and	CCONJ
biomedich-642	120	20	an	an	DET
biomedich-642	120	21	injection	injection	NOUN
biomedich-642	120	22	dispense	dispense	NOUN
biomedich-642	120	23	speed	speed	NOUN
biomedich-642	120	24	of	of	ADP
biomedich-642	120	25	6000	6000	NUM
biomedich-642	120	26	μl	μl	PROPN
biomedich-642	120	27	/	/	SYM
biomedich-642	120	28	min	min	PROPN
biomedich-642	120	29	.	.	PROPN
biomedich-642	120	30	compound	compound	NOUN
biomedich-642	120	31	identification	identification	NOUN
biomedich-642	120	32	and	and	CCONJ
biomedich-642	120	33	quantization	quantization	NOUN
biomedich-642	120	34	were	be	AUX
biomedich-642	120	35	assessed	assess	VERB
biomedich-642	120	36	using	use	VERB
biomedich-642	120	37	total	total	ADJ
biomedich-642	120	38	ion	ion	NOUN
biomedich-642	120	39	count	count	NOUN
biomedich-642	120	40	(	(	PUNCT
biomedich-642	120	41	tic	tic	NOUN
biomedich-642	120	42	)	)	PUNCT
biomedich-642	120	43	.	.	PUNCT
biomedich-642	121	1	the	the	DET
biomedich-642	121	2	isolated	isolated	ADJ
biomedich-642	121	3	compound	compound	NOUN
biomedich-642	121	4	's	's	PART
biomedich-642	121	5	spectrum	spectrum	NOUN
biomedich-642	121	6	was	be	AUX
biomedich-642	121	7	compared	compare	VERB
biomedich-642	121	8	to	to	ADP
biomedich-642	121	9	the	the	DET
biomedich-642	121	10	known	know	VERB
biomedich-642	121	11	compounds	compound	NOUN
biomedich-642	121	12	'	'	PART
biomedich-642	121	13	spectra	spectra	ADJ
biomedich-642	121	14	database	database	NOUN
biomedich-642	121	15	kept	keep	VERB
biomedich-642	121	16	in	in	ADP
biomedich-642	121	17	the	the	DET
biomedich-642	121	18	nist02	nist02	PROPN
biomedich-642	121	19	reference	reference	PROPN
biomedich-642	121	20	spectral	spectral	PROPN
biomedich-642	121	21	library	library	NOUN
biomedich-642	121	22	.	.	PUNCT
biomedich-642	122	1	results	result	VERB
biomedich-642	122	2	compositional	compositional	ADJ
biomedich-642	122	3	analysis	analysis	NOUN
biomedich-642	122	4	of	of	ADP
biomedich-642	122	5	pretreated	pretreate	VERB
biomedich-642	122	6	and	and	CCONJ
biomedich-642	122	7	untreated	untreated	ADJ
biomedich-642	122	8	millet	millet	NOUN
biomedich-642	122	9	stalk	stalk	NOUN
biomedich-642	122	10	figure	figure	NOUN
biomedich-642	122	11	1	1	NUM
biomedich-642	122	12	shows	show	VERB
biomedich-642	122	13	the	the	DET
biomedich-642	122	14	compositional	compositional	ADJ
biomedich-642	122	15	analysis	analysis	NOUN
biomedich-642	122	16	of	of	ADP
biomedich-642	122	17	pretreated	pretreate	VERB
biomedich-642	122	18	and	and	CCONJ
biomedich-642	122	19	untreated	untreated	ADJ
biomedich-642	122	20	millet	millet	NOUN
biomedich-642	122	21	stalks	stalk	NOUN
biomedich-642	122	22	.	.	PUNCT
biomedich-642	123	1	the	the	DET
biomedich-642	123	2	cellulose	cellulose	NOUN
biomedich-642	123	3	content	content	NOUN
biomedich-642	123	4	of	of	ADP
biomedich-642	123	5	the	the	DET
biomedich-642	123	6	pretreated	pretreate	VERB
biomedich-642	123	7	and	and	CCONJ
biomedich-642	123	8	untreated	untreated	ADJ
biomedich-642	123	9	millet	millet	NOUN
biomedich-642	123	10	stalk	stalk	NOUN
biomedich-642	123	11	was	be	AUX
biomedich-642	123	12	significantly	significantly	ADV
biomedich-642	123	13	(	(	PUNCT
biomedich-642	123	14	p	p	X
biomedich-642	123	15	<	<	X
biomedich-642	123	16	0.05	0.05	NUM
biomedich-642	123	17	)	)	PUNCT
biomedich-642	123	18	higher	high	ADJ
biomedich-642	123	19	than	than	ADP
biomedich-642	123	20	the	the	DET
biomedich-642	123	21	other	other	ADJ
biomedich-642	123	22	components	component	NOUN
biomedich-642	123	23	.	.	PUNCT
biomedich-642	124	1	the	the	DET
biomedich-642	124	2	amount	amount	NOUN
biomedich-642	124	3	of	of	ADP
biomedich-642	124	4	extractive	extractive	ADJ
biomedich-642	124	5	,	,	PUNCT
biomedich-642	124	6	hemicellulose	hemicellulose	NOUN
biomedich-642	124	7	,	,	PUNCT
biomedich-642	124	8	and	and	CCONJ
biomedich-642	124	9	lignin	lignin	NOUN
biomedich-642	124	10	was	be	AUX
biomedich-642	124	11	significantly	significantly	ADV
biomedich-642	124	12	(	(	PUNCT
biomedich-642	124	13	p	p	X
biomedich-642	124	14	<	<	X
biomedich-642	124	15	0.05	0.05	NUM
biomedich-642	124	16	)	)	PUNCT
biomedich-642	124	17	higher	high	ADJ
biomedich-642	124	18	in	in	ADP
biomedich-642	124	19	the	the	DET
biomedich-642	124	20	untreated	untreated	ADJ
biomedich-642	124	21	millet	millet	NOUN
biomedich-642	124	22	stalk	stalk	NOUN
biomedich-642	124	23	compared	compare	VERB
biomedich-642	124	24	to	to	ADP
biomedich-642	124	25	the	the	DET
biomedich-642	124	26	pretreated	pretreate	VERB
biomedich-642	124	27	millet	millet	NOUN
biomedich-642	124	28	stalk	stalk	NOUN
biomedich-642	124	29	.	.	PUNCT
biomedich-642	125	1	however	however	ADV
biomedich-642	125	2	,	,	PUNCT
biomedich-642	125	3	the	the	DET
biomedich-642	125	4	pretreated	pretreate	VERB
biomedich-642	125	5	millet	millet	NOUN
biomedich-642	125	6	stalk	stalk	NOUN
biomedich-642	125	7	contains	contain	VERB
biomedich-642	125	8	a	a	DET
biomedich-642	125	9	more	more	ADV
biomedich-642	125	10	significant	significant	ADJ
biomedich-642	125	11	(	(	PUNCT
biomedich-642	125	12	p	p	X
biomedich-642	125	13	<	<	X
biomedich-642	125	14	0.05	0.05	NUM
biomedich-642	125	15	)	)	PUNCT
biomedich-642	125	16	amount	amount	NOUN
biomedich-642	125	17	of	of	ADP
biomedich-642	125	18	cellulose	cellulose	NOUN
biomedich-642	125	19	compared	compare	VERB
biomedich-642	125	20	to	to	ADP
biomedich-642	125	21	the	the	DET
biomedich-642	125	22	untreated	untreated	ADJ
biomedich-642	125	23	millet	millet	NOUN
biomedich-642	125	24	stalk	stalk	NOUN
biomedich-642	125	25	(	(	PUNCT
biomedich-642	125	26	figure	figure	NOUN
biomedich-642	125	27	1	1	NUM
biomedich-642	125	28	)	)	PUNCT
biomedich-642	125	29	.	.	PUNCT
biomedich-642	126	1	630	630	NUM
biomedich-642	126	2	biology	biology	NOUN
biomedich-642	126	3	,	,	PUNCT
biomedich-642	126	4	medicine	medicine	NOUN
biomedich-642	126	5	,	,	PUNCT
biomedich-642	126	6	&	&	CCONJ
biomedich-642	126	7	natural	natural	ADJ
biomedich-642	126	8	product	product	NOUN
biomedich-642	126	9	chemistry	chemistry	NOUN
biomedich-642	126	10	13	13	NUM
biomedich-642	126	11	(	(	PUNCT
biomedich-642	126	12	2	2	NUM
biomedich-642	126	13	)	)	PUNCT
biomedich-642	126	14	,	,	PUNCT
biomedich-642	126	15	2024	2024	NUM
biomedich-642	126	16	:	:	PUNCT
biomedich-642	126	17	627	627	NUM
biomedich-642	126	18	-	-	SYM
biomedich-642	126	19	633	633	NUM
biomedich-642	126	20	figure	figure	NOUN
biomedich-642	126	21	1	1	NUM
biomedich-642	126	22	.	.	PUNCT
biomedich-642	126	23	compositional	compositional	ADJ
biomedich-642	126	24	analysis	analysis	NOUN
biomedich-642	126	25	of	of	ADP
biomedich-642	126	26	pretreated	pretreate	VERB
biomedich-642	126	27	and	and	CCONJ
biomedich-642	126	28	untreated	untreated	ADJ
biomedich-642	126	29	millet	millet	NOUN
biomedich-642	126	30	stalk	stalk	NOUN
biomedich-642	126	31	.	.	PUNCT
biomedich-642	127	1	gc	gc	AUX
biomedich-642	127	2	-	-	PUNCT
biomedich-642	127	3	ms	ms	NOUN
biomedich-642	127	4	analysis	analysis	NOUN
biomedich-642	127	5	of	of	ADP
biomedich-642	127	6	the	the	DET
biomedich-642	127	7	produced	produce	VERB
biomedich-642	127	8	levulinic	levulinic	NOUN
biomedich-642	127	9	acid	acid	NOUN
biomedich-642	127	10	figure	figure	NOUN
biomedich-642	127	11	2	2	NUM
biomedich-642	127	12	shows	show	VERB
biomedich-642	127	13	the	the	DET
biomedich-642	127	14	gc	gc	PROPN
biomedich-642	127	15	-	-	PUNCT
biomedich-642	127	16	ms	ms	PROPN
biomedich-642	127	17	spectrum	spectrum	NOUN
biomedich-642	127	18	of	of	ADP
biomedich-642	127	19	the	the	DET
biomedich-642	127	20	levulinic	levulinic	NOUN
biomedich-642	127	21	acid	acid	NOUN
biomedich-642	127	22	produced	produce	VERB
biomedich-642	127	23	from	from	ADP
biomedich-642	127	24	the	the	DET
biomedich-642	127	25	millet	millet	NOUN
biomedich-642	127	26	stalk	stalk	NOUN
biomedich-642	127	27	(	(	PUNCT
biomedich-642	127	28	cellulose	cellulose	NOUN
biomedich-642	127	29	)	)	PUNCT
biomedich-642	127	30	.	.	PUNCT
biomedich-642	128	1	the	the	DET
biomedich-642	128	2	spectrum	spectrum	NOUN
biomedich-642	128	3	showed	show	VERB
biomedich-642	128	4	that	that	SCONJ
biomedich-642	128	5	pentanoic	pentanoic	ADJ
biomedich-642	128	6	acid	acid	NOUN
biomedich-642	128	7	or	or	CCONJ
biomedich-642	128	8	4	4	NUM
biomedich-642	128	9	-	-	PUNCT
biomedich-642	128	10	oxo-1	oxo-1	NOUN
biomedich-642	128	11	-	-	PUNCT
biomedich-642	128	12	methyl	methyl	NOUN
biomedich-642	128	13	ester	ester	NOUN
biomedich-642	128	14	has	have	VERB
biomedich-642	128	15	a	a	DET
biomedich-642	128	16	base	base	NOUN
biomedich-642	128	17	peak	peak	NOUN
biomedich-642	128	18	of	of	ADP
biomedich-642	128	19	m	m	PROPN
biomedich-642	128	20	/	/	SYM
biomedich-642	128	21	z	z	PROPN
biomedich-642	128	22	43	43	NUM
biomedich-642	128	23	,	,	PUNCT
biomedich-642	128	24	a	a	DET
biomedich-642	128	25	peak	peak	NOUN
biomedich-642	128	26	area	area	NOUN
biomedich-642	128	27	of	of	ADP
biomedich-642	128	28	9.8	9.8	NUM
biomedich-642	128	29	%	%	NOUN
biomedich-642	128	30	,	,	PUNCT
biomedich-642	128	31	and	and	CCONJ
biomedich-642	128	32	a	a	DET
biomedich-642	128	33	retention	retention	NOUN
biomedich-642	128	34	time	time	NOUN
biomedich-642	128	35	of	of	ADP
biomedich-642	128	36	15.281	15.281	NUM
biomedich-642	128	37	in	in	ADP
biomedich-642	128	38	its	its	PRON
biomedich-642	128	39	mass	mass	NOUN
biomedich-642	128	40	spectrum	spectrum	NOUN
biomedich-642	128	41	and	and	CCONJ
biomedich-642	128	42	chromatogram	chromatogram	PROPN
biomedich-642	128	43	,	,	PUNCT
biomedich-642	128	44	which	which	PRON
biomedich-642	128	45	are	be	AUX
biomedich-642	128	46	obtained	obtain	VERB
biomedich-642	128	47	from	from	ADP
biomedich-642	128	48	the	the	DET
biomedich-642	128	49	millet	millet	NOUN
biomedich-642	128	50	stalk	stalk	NOUN
biomedich-642	128	51	(	(	PUNCT
biomedich-642	128	52	cellulose	cellulose	NOUN
biomedich-642	128	53	)	)	PUNCT
biomedich-642	128	54	(	(	PUNCT
biomedich-642	128	55	figure	figure	NOUN
biomedich-642	128	56	2	2	NUM
biomedich-642	128	57	)	)	PUNCT
biomedich-642	128	58	.	.	PUNCT
biomedich-642	129	1	figure	figure	NOUN
biomedich-642	129	2	2	2	NUM
biomedich-642	129	3	.	.	X
biomedich-642	130	1	gc	gc	PROPN
biomedich-642	130	2	-	-	PUNCT
biomedich-642	130	3	ms	ms	PROPN
biomedich-642	130	4	spectrum	spectrum	NOUN
biomedich-642	130	5	of	of	ADP
biomedich-642	130	6	the	the	DET
biomedich-642	130	7	produced	produce	VERB
biomedich-642	130	8	levulinic	levulinic	NOUN
biomedich-642	130	9	acid	acid	NOUN
biomedich-642	130	10	.	.	PUNCT
biomedich-642	131	1	ft	ft	PROPN
biomedich-642	131	2	–	–	PUNCT
biomedich-642	131	3	ir	ir	VERB
biomedich-642	131	4	analysis	analysis	NOUN
biomedich-642	131	5	of	of	ADP
biomedich-642	131	6	the	the	DET
biomedich-642	131	7	produced	produce	VERB
biomedich-642	131	8	levulinic	levulinic	NOUN
biomedich-642	131	9	acid	acid	NOUN
biomedich-642	131	10	the	the	DET
biomedich-642	131	11	ft	ft	PROPN
biomedich-642	131	12	-	-	PUNCT
biomedich-642	131	13	ir	ir	NOUN
biomedich-642	131	14	spectrum	spectrum	NOUN
biomedich-642	131	15	of	of	ADP
biomedich-642	131	16	the	the	DET
biomedich-642	131	17	levulinic	levulinic	NOUN
biomedich-642	131	18	acid	acid	NOUN
biomedich-642	131	19	produced	produce	VERB
biomedich-642	131	20	from	from	ADP
biomedich-642	131	21	the	the	DET
biomedich-642	131	22	millet	millet	NOUN
biomedich-642	131	23	stalk	stalk	NOUN
biomedich-642	131	24	(	(	PUNCT
biomedich-642	131	25	cellulose	cellulose	NOUN
biomedich-642	131	26	)	)	PUNCT
biomedich-642	131	27	is	be	AUX
biomedich-642	131	28	shown	show	VERB
biomedich-642	131	29	in	in	ADP
biomedich-642	131	30	figure	figure	NOUN
biomedich-642	131	31	3	3	NUM
biomedich-642	131	32	.	.	PUNCT
biomedich-642	132	1	the	the	DET
biomedich-642	132	2	spectrum	spectrum	NOUN
biomedich-642	132	3	showed	show	VERB
biomedich-642	132	4	various	various	ADJ
biomedich-642	132	5	numbers	number	NOUN
biomedich-642	132	6	of	of	ADP
biomedich-642	132	7	peaks	peak	NOUN
biomedich-642	132	8	with	with	ADP
biomedich-642	132	9	arrows	arrow	NOUN
biomedich-642	132	10	indicating	indicate	VERB
biomedich-642	132	11	different	different	ADJ
biomedich-642	132	12	functional	functional	ADJ
biomedich-642	132	13	groups	group	NOUN
biomedich-642	132	14	present	present	ADJ
biomedich-642	132	15	in	in	ADP
biomedich-642	132	16	the	the	DET
biomedich-642	132	17	levulinic	levulinic	NOUN
biomedich-642	132	18	acid	acid	NOUN
biomedich-642	132	19	produced	produce	VERB
biomedich-642	132	20	from	from	ADP
biomedich-642	132	21	the	the	DET
biomedich-642	132	22	millet	millet	NOUN
biomedich-642	132	23	stalk	stalk	NOUN
biomedich-642	132	24	(	(	PUNCT
biomedich-642	132	25	cellulose	cellulose	NOUN
biomedich-642	132	26	)	)	PUNCT
biomedich-642	132	27	(	(	PUNCT
biomedich-642	132	28	figure	figure	NOUN
biomedich-642	132	29	3	3	NUM
biomedich-642	132	30	)	)	PUNCT
biomedich-642	132	31	.	.	PUNCT
biomedich-642	133	1	figure	figure	VERB
biomedich-642	133	2	3	3	NUM
biomedich-642	133	3	.	.	PUNCT
biomedich-642	133	4	ft	ft	PROPN
biomedich-642	133	5	–	–	PUNCT
biomedich-642	133	6	ir	ir	VERB
biomedich-642	133	7	analysis	analysis	NOUN
biomedich-642	133	8	of	of	ADP
biomedich-642	133	9	the	the	DET
biomedich-642	133	10	produced	produce	VERB
biomedich-642	133	11	levulinic	levulinic	NOUN
biomedich-642	133	12	acid	acid	NOUN
biomedich-642	133	13	.	.	PUNCT
biomedich-642	134	1	table	table	NOUN
biomedich-642	134	2	1	1	NUM
biomedich-642	134	3	shows	show	VERB
biomedich-642	134	4	the	the	DET
biomedich-642	134	5	ft	ft	PROPN
biomedich-642	134	6	-	-	PUNCT
biomedich-642	134	7	ir	ir	NOUN
biomedich-642	134	8	absorption	absorption	NOUN
biomedich-642	134	9	bands	band	NOUN
biomedich-642	134	10	and	and	CCONJ
biomedich-642	134	11	functional	functional	ADJ
biomedich-642	134	12	groups	group	NOUN
biomedich-642	134	13	in	in	ADP
biomedich-642	134	14	the	the	DET
biomedich-642	134	15	levulinic	levulinic	NOUN
biomedich-642	134	16	acid	acid	NOUN
biomedich-642	134	17	.	.	PUNCT
biomedich-642	135	1	the	the	DET
biomedich-642	135	2	o	o	ADJ
biomedich-642	135	3	-	-	NOUN
biomedich-642	135	4	h	h	ADJ
biomedich-642	135	5	stretching	stretching	NOUN
biomedich-642	135	6	of	of	ADP
biomedich-642	135	7	a	a	DET
biomedich-642	135	8	carboxylic	carboxylic	ADJ
biomedich-642	135	9	acid	acid	NOUN
biomedich-642	135	10	was	be	AUX
biomedich-642	135	11	identified	identify	VERB
biomedich-642	135	12	as	as	ADP
biomedich-642	135	13	the	the	DET
biomedich-642	135	14	cause	cause	NOUN
biomedich-642	135	15	of	of	ADP
biomedich-642	135	16	the	the	DET
biomedich-642	135	17	absorption	absorption	NOUN
biomedich-642	135	18	peak	peak	NOUN
biomedich-642	135	19	at	at	ADP
biomedich-642	135	20	2701.3495	2701.3495	PROPN
biomedich-642	135	21	cm-1	cm-1	NOUN
biomedich-642	135	22	.	.	PUNCT
biomedich-642	136	1	for	for	ADP
biomedich-642	136	2	the	the	DET
biomedich-642	136	3	carbonyl	carbonyl	NOUN
biomedich-642	136	4	carbon	carbon	NOUN
biomedich-642	136	5	of	of	ADP
biomedich-642	136	6	a	a	DET
biomedich-642	136	7	carboxylic	carboxylic	ADJ
biomedich-642	136	8	acid	acid	NOUN
biomedich-642	136	9	,	,	PUNCT
biomedich-642	136	10	the	the	DET
biomedich-642	136	11	absorption	absorption	NOUN
biomedich-642	136	12	peak	peak	NOUN
biomedich-642	136	13	at	at	ADP
biomedich-642	136	14	1710.5051	1710.5051	PROPN
biomedich-642	136	15	cm-1	cm-1	NOUN
biomedich-642	136	16	confirmed	confirm	VERB
biomedich-642	136	17	the	the	DET
biomedich-642	136	18	presence	presence	NOUN
biomedich-642	136	19	of	of	ADP
biomedich-642	136	20	a	a	DET
biomedich-642	136	21	c	c	NOUN
biomedich-642	136	22	=	=	NOUN
biomedich-642	136	23	o	o	NOUN
biomedich-642	136	24	stretch	stretch	NOUN
biomedich-642	136	25	.	.	PUNCT
biomedich-642	137	1	the	the	DET
biomedich-642	137	2	ketone	ketone	NOUN
biomedich-642	137	3	group	group	NOUN
biomedich-642	137	4	's	's	PART
biomedich-642	137	5	c	c	NOUN
biomedich-642	137	6	=	=	NOUN
biomedich-642	137	7	o	o	NOUN
biomedich-642	137	8	stretch	stretch	NOUN
biomedich-642	137	9	and	and	CCONJ
biomedich-642	137	10	the	the	DET
biomedich-642	137	11	alkanes	alkane	NOUN
biomedich-642	137	12	group	group	NOUN
biomedich-642	137	13	's	's	PART
biomedich-642	137	14	c	c	NOUN
biomedich-642	137	15	-	-	PUNCT
biomedich-642	137	16	h	h	NOUN
biomedich-642	137	17	rock	rock	NOUN
biomedich-642	137	18	were	be	AUX
biomedich-642	137	19	displayed	display	VERB
biomedich-642	137	20	by	by	ADP
biomedich-642	137	21	the	the	DET
biomedich-642	137	22	peaks	peak	NOUN
biomedich-642	137	23	at	at	ADP
biomedich-642	137	24	1679.3212	1679.3212	NUM
biomedich-642	137	25	cm-1	cm-1	X
biomedich-642	137	26	and	and	CCONJ
biomedich-642	137	27	1361.5758	1361.5758	NOUN
biomedich-642	137	28	cm-1	cm-1	NOUN
biomedich-642	137	29	,	,	PUNCT
biomedich-642	137	30	respectively	respectively	ADV
biomedich-642	137	31	.	.	PUNCT
biomedich-642	138	1	the	the	DET
biomedich-642	138	2	carboxylic	carboxylic	ADJ
biomedich-642	138	3	acid	acid	NOUN
biomedich-642	138	4	group	group	NOUN
biomedich-642	138	5	's	's	PART
biomedich-642	138	6	c	c	PROPN
biomedich-642	138	7	-	-	PUNCT
biomedich-642	138	8	o	o	NOUN
biomedich-642	138	9	stretch	stretch	NOUN
biomedich-642	138	10	is	be	AUX
biomedich-642	138	11	most	most	ADV
biomedich-642	138	12	likely	likely	ADJ
biomedich-642	138	13	the	the	DET
biomedich-642	138	14	cause	cause	NOUN
biomedich-642	138	15	of	of	ADP
biomedich-642	138	16	the	the	DET
biomedich-642	138	17	absorption	absorption	NOUN
biomedich-642	138	18	peak	peak	NOUN
biomedich-642	138	19	at	at	ADP
biomedich-642	138	20	1269.7859	1269.7859	NUM
biomedich-642	138	21	cm-1	cm-1	X
biomedich-642	138	22	(	(	PUNCT
biomedich-642	138	23	table	table	NOUN
biomedich-642	138	24	1	1	NUM
biomedich-642	138	25	)	)	PUNCT
biomedich-642	138	26	.	.	PUNCT
biomedich-642	139	1	table	table	NOUN
biomedich-642	139	2	1	1	NUM
biomedich-642	139	3	.	.	PUNCT
biomedich-642	139	4	ft	ft	PROPN
biomedich-642	139	5	-	-	PUNCT
biomedich-642	139	6	ir	ir	NOUN
biomedich-642	139	7	absorption	absorption	NOUN
biomedich-642	139	8	bands	band	NOUN
biomedich-642	139	9	and	and	CCONJ
biomedich-642	139	10	functional	functional	ADJ
biomedich-642	139	11	groups	group	NOUN
biomedich-642	139	12	in	in	ADP
biomedich-642	139	13	the	the	DET
biomedich-642	139	14	produced	produce	VERB
biomedich-642	139	15	levulinic	levulinic	NOUN
biomedich-642	139	16	acid	acid	NOUN
biomedich-642	139	17	.	.	PUNCT
biomedich-642	140	1	frequency	frequency	PROPN
biomedich-642	140	2	(	(	PUNCT
biomedich-642	140	3	cm-1	cm-1	NOUN
biomedich-642	140	4	)	)	PUNCT
biomedich-642	140	5	bond	bond	NOUN
biomedich-642	140	6	functional	functional	ADJ
biomedich-642	140	7	group	group	NOUN
biomedich-642	140	8	2701.3495	2701.3495	PROPN
biomedich-642	140	9	o	o	NOUN
biomedich-642	140	10	-	-	ADJ
biomedich-642	140	11	h	h	ADJ
biomedich-642	140	12	stretch	stretch	NOUN
biomedich-642	140	13	-cooh	-cooh	PROPN
biomedich-642	141	1	1679.3212	1679.3212	NUM
biomedich-642	141	2	c	c	X
biomedich-642	141	3	=	=	SYM
biomedich-642	141	4	ostretch	ostretch	ADJ
biomedich-642	141	5	(	(	PUNCT
biomedich-642	141	6	ketone	ketone	NOUN
biomedich-642	141	7	)	)	PUNCT
biomedich-642	141	8	c	c	NOUN
biomedich-642	141	9	=	=	NOUN
biomedich-642	141	10	o	o	X
biomedich-642	141	11	1710.5051	1710.5051	NUM
biomedich-642	141	12	c	c	X
biomedich-642	141	13	=	=	NOUN
biomedich-642	141	14	o	o	NOUN
biomedich-642	141	15	stretch	stretch	NOUN
biomedich-642	141	16	(	(	PUNCT
biomedich-642	141	17	carboxylic	carboxylic	ADJ
biomedich-642	141	18	acid	acid	NOUN
biomedich-642	141	19	)	)	PUNCT
biomedich-642	141	20	c	c	X
biomedich-642	141	21	=	=	NOUN
biomedich-642	141	22	o	o	X
biomedich-642	141	23	1361.5758	1361.5758	NUM
biomedich-642	141	24	c	c	NOUN
biomedich-642	141	25	-	-	PUNCT
biomedich-642	141	26	h	h	NOUN
biomedich-642	141	27	rock	rock	NOUN
biomedich-642	141	28	c	c	NOUN
biomedich-642	141	29	-	-	PUNCT
biomedich-642	141	30	h	h	NOUN
biomedich-642	141	31	1269.7859	1269.7859	NUM
biomedich-642	141	32	c	c	X
biomedich-642	141	33	-	-	PUNCT
biomedich-642	141	34	o	o	PROPN
biomedich-642	141	35	stretch	stretch	NOUN
biomedich-642	141	36	-cooh	-cooh	ADJ
biomedich-642	141	37	0	0	NUM
biomedich-642	141	38	20	20	NUM
biomedich-642	141	39	40	40	NUM
biomedich-642	141	40	60	60	NUM
biomedich-642	141	41	80	80	NUM
biomedich-642	141	42	extractive	extractive	ADJ
biomedich-642	141	43	cellulose	cellulose	NOUN
biomedich-642	141	44	hemi	hemi	PROPN
biomedich-642	141	45	cellulose	cellulose	PROPN
biomedich-642	141	46	lignin	lignin	PROPN
biomedich-642	141	47	p	p	PROPN
biomedich-642	141	48	e	e	PROPN
biomedich-642	141	49	rc	rc	PROPN
biomedich-642	141	50	e	e	PROPN
biomedich-642	141	51	n	n	PROPN
biomedich-642	141	52	ta	ta	X
biomedich-642	141	53	ge	ge	PROPN
biomedich-642	141	54	(	(	PUNCT
biomedich-642	141	55	%	%	INTJ
biomedich-642	141	56	)	)	PUNCT
biomedich-642	141	57	component	component	NOUN
biomedich-642	141	58	pretreated	pretreate	VERB
biomedich-642	141	59	untreated	untreated	ADJ
biomedich-642	141	60	ibrahim	ibrahim	PROPN
biomedich-642	141	61	et	et	PROPN
biomedich-642	141	62	al	al	PROPN
biomedich-642	141	63	.	.	PROPN
biomedich-642	141	64	–	–	PUNCT
biomedich-642	141	65	application	application	NOUN
biomedich-642	141	66	of	of	ADP
biomedich-642	141	67	taguchi	taguchi	PROPN
biomedich-642	141	68	experimental	experimental	ADJ
biomedich-642	141	69	design	design	NOUN
biomedich-642	141	70	in	in	ADP
biomedich-642	141	71	optimization	optimization	NOUN
biomedich-642	141	72	…	…	PUNCT
biomedich-642	141	73	631	631	NUM
biomedich-642	141	74	effect	effect	NOUN
biomedich-642	141	75	of	of	ADP
biomedich-642	141	76	the	the	DET
biomedich-642	141	77	reaction	reaction	NOUN
biomedich-642	141	78	variables	variable	NOUN
biomedich-642	141	79	on	on	ADP
biomedich-642	141	80	the	the	DET
biomedich-642	141	81	yield	yield	NOUN
biomedich-642	141	82	of	of	ADP
biomedich-642	141	83	levulinic	levulinic	NOUN
biomedich-642	141	84	acid	acid	NOUN
biomedich-642	141	85	the	the	DET
biomedich-642	141	86	effect	effect	NOUN
biomedich-642	141	87	of	of	ADP
biomedich-642	141	88	the	the	DET
biomedich-642	141	89	reaction	reaction	NOUN
biomedich-642	141	90	variables	variable	NOUN
biomedich-642	141	91	on	on	ADP
biomedich-642	141	92	the	the	DET
biomedich-642	141	93	percentage	percentage	NOUN
biomedich-642	141	94	yield	yield	NOUN
biomedich-642	141	95	of	of	ADP
biomedich-642	141	96	levulinic	levulinic	NOUN
biomedich-642	141	97	acid	acid	NOUN
biomedich-642	141	98	produced	produce	VERB
biomedich-642	141	99	from	from	ADP
biomedich-642	141	100	the	the	DET
biomedich-642	141	101	millet	millet	NOUN
biomedich-642	141	102	stalk	stalk	NOUN
biomedich-642	141	103	(	(	PUNCT
biomedich-642	141	104	cellulose	cellulose	NOUN
biomedich-642	141	105	)	)	PUNCT
biomedich-642	141	106	is	be	AUX
biomedich-642	141	107	shown	show	VERB
biomedich-642	141	108	in	in	ADP
biomedich-642	141	109	table	table	NOUN
biomedich-642	141	110	2	2	NUM
biomedich-642	141	111	.	.	PUNCT
biomedich-642	142	1	the	the	DET
biomedich-642	142	2	highest	high	ADJ
biomedich-642	142	3	(	(	PUNCT
biomedich-642	142	4	95	95	NUM
biomedich-642	142	5	%	%	NOUN
biomedich-642	142	6	)	)	PUNCT
biomedich-642	142	7	yield	yield	NOUN
biomedich-642	142	8	of	of	ADP
biomedich-642	142	9	the	the	DET
biomedich-642	142	10	levulinic	levulinic	NOUN
biomedich-642	142	11	acid	acid	NOUN
biomedich-642	142	12	was	be	AUX
biomedich-642	142	13	obtained	obtain	VERB
biomedich-642	142	14	with	with	ADP
biomedich-642	142	15	an	an	DET
biomedich-642	142	16	acid	acid	ADJ
biomedich-642	142	17	concentration	concentration	NOUN
biomedich-642	142	18	of	of	ADP
biomedich-642	142	19	0.2	0.2	NUM
biomedich-642	142	20	m	m	NOUN
biomedich-642	142	21	at	at	ADP
biomedich-642	142	22	2000c	2000c	NUM
biomedich-642	142	23	,	,	PUNCT
biomedich-642	142	24	for	for	ADP
biomedich-642	142	25	4	4	NUM
biomedich-642	142	26	hours	hour	NOUN
biomedich-642	142	27	.	.	PUNCT
biomedich-642	143	1	hence	hence	ADV
biomedich-642	143	2	,	,	PUNCT
biomedich-642	143	3	in	in	ADP
biomedich-642	143	4	comparison	comparison	NOUN
biomedich-642	143	5	with	with	ADP
biomedich-642	143	6	other	other	ADJ
biomedich-642	143	7	values	value	NOUN
biomedich-642	143	8	of	of	ADP
biomedich-642	143	9	the	the	DET
biomedich-642	143	10	parameters	parameter	NOUN
biomedich-642	143	11	,	,	PUNCT
biomedich-642	143	12	0.2	0.2	NUM
biomedich-642	143	13	m	m	NOUN
biomedich-642	143	14	,	,	PUNCT
biomedich-642	143	15	2000c	2000c	NUM
biomedich-642	143	16	,	,	PUNCT
biomedich-642	143	17	and	and	CCONJ
biomedich-642	143	18	4	4	NUM
biomedich-642	143	19	hours	hour	NOUN
biomedich-642	143	20	are	be	AUX
biomedich-642	143	21	the	the	DET
biomedich-642	143	22	optimum	optimum	ADJ
biomedich-642	143	23	values	value	NOUN
biomedich-642	143	24	of	of	ADP
biomedich-642	143	25	the	the	DET
biomedich-642	143	26	acid	acid	NOUN
biomedich-642	143	27	concentration	concentration	NOUN
biomedich-642	143	28	,	,	PUNCT
biomedich-642	143	29	temperature	temperature	NOUN
biomedich-642	143	30	,	,	PUNCT
biomedich-642	143	31	and	and	CCONJ
biomedich-642	143	32	time	time	NOUN
biomedich-642	143	33	for	for	ADP
biomedich-642	143	34	the	the	DET
biomedich-642	143	35	production	production	NOUN
biomedich-642	143	36	of	of	ADP
biomedich-642	143	37	levulinic	levulinic	NOUN
biomedich-642	143	38	acid	acid	PROPN
biomedich-642	143	39	produced	produce	VERB
biomedich-642	143	40	from	from	ADP
biomedich-642	143	41	the	the	DET
biomedich-642	143	42	millet	millet	NOUN
biomedich-642	143	43	stalk	stalk	NOUN
biomedich-642	143	44	(	(	PUNCT
biomedich-642	143	45	cellulose	cellulose	NOUN
biomedich-642	143	46	)	)	PUNCT
biomedich-642	143	47	,	,	PUNCT
biomedich-642	143	48	respectively	respectively	ADV
biomedich-642	143	49	(	(	PUNCT
biomedich-642	143	50	table	table	NOUN
biomedich-642	143	51	2	2	NUM
biomedich-642	143	52	)	)	PUNCT
biomedich-642	143	53	.	.	PUNCT
biomedich-642	144	1	table	table	NOUN
biomedich-642	144	2	2	2	NUM
biomedich-642	144	3	.	.	PUNCT
biomedich-642	144	4	effect	effect	NOUN
biomedich-642	144	5	of	of	ADP
biomedich-642	144	6	the	the	DET
biomedich-642	144	7	reaction	reaction	NOUN
biomedich-642	144	8	variables	variable	NOUN
biomedich-642	144	9	on	on	ADP
biomedich-642	144	10	the	the	DET
biomedich-642	144	11	yield	yield	NOUN
biomedich-642	144	12	of	of	ADP
biomedich-642	144	13	levulinic	levulinic	NOUN
biomedich-642	144	14	acid	acid	NOUN
biomedich-642	144	15	.	.	PUNCT
biomedich-642	145	1	temperature	temperature	NOUN
biomedich-642	145	2	(	(	PUNCT
biomedich-642	145	3	0c	0c	NOUN
biomedich-642	145	4	)	)	PUNCT
biomedich-642	145	5	time	time	NOUN
biomedich-642	145	6	(	(	PUNCT
biomedich-642	145	7	hour	hour	NOUN
biomedich-642	145	8	)	)	PUNCT
biomedich-642	145	9	acid	acid	NOUN
biomedich-642	145	10	concentration	concentration	NOUN
biomedich-642	145	11	(	(	PUNCT
biomedich-642	145	12	m	m	NOUN
biomedich-642	145	13	)	)	PUNCT
biomedich-642	145	14	levulinic	levulinic	NOUN
biomedich-642	145	15	acid	acid	NOUN
biomedich-642	145	16	yield	yield	NOUN
biomedich-642	145	17	(	(	PUNCT
biomedich-642	145	18	%	%	NOUN
biomedich-642	145	19	)	)	PUNCT
biomedich-642	145	20	170	170	NUM
biomedich-642	145	21	2:30	2:30	NUM
biomedich-642	145	22	0.2	0.2	NUM
biomedich-642	145	23	55	55	NUM
biomedich-642	145	24	170	170	NUM
biomedich-642	145	25	3:00	3:00	NUM
biomedich-642	145	26	0.4	0.4	NUM
biomedich-642	145	27	62	62	NUM
biomedich-642	145	28	170	170	NUM
biomedich-642	145	29	3:30	3:30	NUM
biomedich-642	145	30	0.6	0.6	NUM
biomedich-642	145	31	60	60	NUM
biomedich-642	145	32	170	170	NUM
biomedich-642	145	33	4:00	4:00	NUM
biomedich-642	145	34	0.8	0.8	NUM
biomedich-642	145	35	60	60	NUM
biomedich-642	145	36	180	180	NUM
biomedich-642	145	37	2:30	2:30	NUM
biomedich-642	145	38	0.4	0.4	NUM
biomedich-642	145	39	65	65	NUM
biomedich-642	145	40	180	180	NUM
biomedich-642	145	41	3:00	3:00	NUM
biomedich-642	145	42	0.2	0.2	NUM
biomedich-642	145	43	70	70	NUM
biomedich-642	145	44	180	180	NUM
biomedich-642	145	45	3:30	3:30	NUM
biomedich-642	145	46	0.8	0.8	NUM
biomedich-642	145	47	70	70	NUM
biomedich-642	145	48	180	180	NUM
biomedich-642	145	49	4:00	4:00	NUM
biomedich-642	145	50	0.6	0.6	NUM
biomedich-642	145	51	80	80	NUM
biomedich-642	145	52	190	190	NUM
biomedich-642	145	53	2:30	2:30	NUM
biomedich-642	145	54	0.6	0.6	NUM
biomedich-642	145	55	68	68	NUM
biomedich-642	145	56	190	190	NUM
biomedich-642	145	57	3:00	3:00	NUM
biomedich-642	145	58	0.8	0.8	NUM
biomedich-642	145	59	65	65	NUM
biomedich-642	145	60	190	190	NUM
biomedich-642	145	61	3:30	3:30	NUM
biomedich-642	145	62	0.2	0.2	NUM
biomedich-642	145	63	90	90	NUM
biomedich-642	145	64	190	190	NUM
biomedich-642	145	65	4:00	4:00	NUM
biomedich-642	145	66	0.4	0.4	NUM
biomedich-642	145	67	85	85	NUM
biomedich-642	145	68	200	200	NUM
biomedich-642	145	69	2:30	2:30	NUM
biomedich-642	145	70	0.8	0.8	NUM
biomedich-642	145	71	70	70	NUM
biomedich-642	145	72	200	200	NUM
biomedich-642	145	73	3:00	3:00	NUM
biomedich-642	145	74	0.6	0.6	NUM
biomedich-642	145	75	84	84	NUM
biomedich-642	145	76	200	200	NUM
biomedich-642	145	77	3:30	3:30	NUM
biomedich-642	145	78	0.4	0.4	NUM
biomedich-642	145	79	90	90	NUM
biomedich-642	145	80	200	200	NUM
biomedich-642	145	81	4:00	4:00	NUM
biomedich-642	145	82	0.2	0.2	NUM
biomedich-642	145	83	95	95	NUM
biomedich-642	145	84	discussion	discussion	NOUN
biomedich-642	145	85	in	in	ADP
biomedich-642	145	86	this	this	DET
biomedich-642	145	87	study	study	NOUN
biomedich-642	145	88	,	,	PUNCT
biomedich-642	145	89	the	the	DET
biomedich-642	145	90	pretreated	pretreate	VERB
biomedich-642	145	91	millet	millet	NOUN
biomedich-642	145	92	stalk	stalk	NOUN
biomedich-642	145	93	contain	contain	VERB
biomedich-642	145	94	a	a	DET
biomedich-642	145	95	significant	significant	ADJ
biomedich-642	145	96	amount	amount	NOUN
biomedich-642	145	97	of	of	ADP
biomedich-642	145	98	cellulose	cellulose	NOUN
biomedich-642	145	99	from	from	ADP
biomedich-642	145	100	which	which	PRON
biomedich-642	145	101	the	the	DET
biomedich-642	145	102	levulinic	levulinic	NOUN
biomedich-642	145	103	acid	acid	NOUN
biomedich-642	145	104	was	be	AUX
biomedich-642	145	105	produced	produce	VERB
biomedich-642	145	106	.	.	PUNCT
biomedich-642	146	1	the	the	DET
biomedich-642	146	2	higher	high	ADJ
biomedich-642	146	3	cellulose	cellulose	NOUN
biomedich-642	146	4	content	content	NOUN
biomedich-642	146	5	of	of	ADP
biomedich-642	146	6	the	the	DET
biomedich-642	146	7	pretreated	pretreate	VERB
biomedich-642	146	8	millet	millet	NOUN
biomedich-642	146	9	stalk	stalk	NOUN
biomedich-642	146	10	could	could	AUX
biomedich-642	146	11	be	be	AUX
biomedich-642	146	12	attributed	attribute	VERB
biomedich-642	146	13	to	to	ADP
biomedich-642	146	14	the	the	DET
biomedich-642	146	15	low	low	ADJ
biomedich-642	146	16	extractive	extractive	ADJ
biomedich-642	146	17	,	,	PUNCT
biomedich-642	146	18	hemicellulose	hemicellulose	NOUN
biomedich-642	146	19	,	,	PUNCT
biomedich-642	146	20	and	and	CCONJ
biomedich-642	146	21	lignin	lignin	PROPN
biomedich-642	146	22	content	content	NOUN
biomedich-642	146	23	.	.	PUNCT
biomedich-642	147	1	the	the	DET
biomedich-642	147	2	result	result	NOUN
biomedich-642	147	3	of	of	ADP
biomedich-642	147	4	this	this	DET
biomedich-642	147	5	study	study	NOUN
biomedich-642	147	6	is	be	AUX
biomedich-642	147	7	in	in	ADP
biomedich-642	147	8	agreement	agreement	NOUN
biomedich-642	147	9	with	with	ADP
biomedich-642	147	10	the	the	DET
biomedich-642	147	11	studies	study	NOUN
biomedich-642	147	12	by	by	ADP
biomedich-642	147	13	melesse	melesse	PROPN
biomedich-642	147	14	et	et	PROPN
biomedich-642	147	15	al	al	PROPN
biomedich-642	147	16	.	.	PROPN
biomedich-642	147	17	(	(	PUNCT
biomedich-642	147	18	2022	2022	NUM
biomedich-642	147	19	)	)	PUNCT
biomedich-642	147	20	,	,	PUNCT
biomedich-642	147	21	rahmayanti	rahmayanti	NOUN
biomedich-642	147	22	and	and	CCONJ
biomedich-642	147	23	asma	asma	PROPN
biomedich-642	147	24	(	(	PUNCT
biomedich-642	147	25	2022	2022	NUM
biomedich-642	147	26	)	)	PUNCT
biomedich-642	147	27	,	,	PUNCT
biomedich-642	147	28	sulaiman	sulaiman	PROPN
biomedich-642	147	29	et	et	PROPN
biomedich-642	147	30	al	al	PROPN
biomedich-642	147	31	.	.	PROPN
biomedich-642	148	1	(	(	PUNCT
biomedich-642	148	2	2021	2021	NUM
biomedich-642	148	3	)	)	PUNCT
biomedich-642	148	4	,	,	PUNCT
biomedich-642	148	5	and	and	CCONJ
biomedich-642	148	6	fadeyi	fadeyi	VERB
biomedich-642	148	7	et	et	PROPN
biomedich-642	148	8	al	al	PROPN
biomedich-642	148	9	.	.	PROPN
biomedich-642	149	1	(	(	PUNCT
biomedich-642	149	2	2020	2020	NUM
biomedich-642	149	3	)	)	PUNCT
biomedich-642	149	4	which	which	PRON
biomedich-642	149	5	showed	show	VERB
biomedich-642	149	6	that	that	SCONJ
biomedich-642	149	7	the	the	DET
biomedich-642	149	8	cellulose	cellulose	NOUN
biomedich-642	149	9	component	component	NOUN
biomedich-642	149	10	was	be	AUX
biomedich-642	149	11	higher	high	ADJ
biomedich-642	149	12	in	in	ADP
biomedich-642	149	13	all	all	DET
biomedich-642	149	14	the	the	DET
biomedich-642	149	15	biomass	biomass	NOUN
biomedich-642	149	16	samples	sample	NOUN
biomedich-642	149	17	,	,	PUNCT
biomedich-642	149	18	compared	compare	VERB
biomedich-642	149	19	to	to	ADP
biomedich-642	149	20	the	the	DET
biomedich-642	149	21	other	other	ADJ
biomedich-642	149	22	components	component	NOUN
biomedich-642	149	23	including	include	VERB
biomedich-642	149	24	hemicellulose	hemicellulose	NOUN
biomedich-642	149	25	and	and	CCONJ
biomedich-642	149	26	lignin	lignin	NOUN
biomedich-642	149	27	contents	content	NOUN
biomedich-642	149	28	.	.	PUNCT
biomedich-642	150	1	the	the	DET
biomedich-642	150	2	gc	gc	PROPN
biomedich-642	150	3	-	-	PUNCT
biomedich-642	150	4	ms	ms	NOUN
biomedich-642	150	5	analysis	analysis	NOUN
biomedich-642	150	6	of	of	ADP
biomedich-642	150	7	the	the	DET
biomedich-642	150	8	produced	produce	VERB
biomedich-642	150	9	levulinic	levulinic	NOUN
biomedich-642	150	10	acid	acid	NOUN
biomedich-642	150	11	revealed	reveal	VERB
biomedich-642	150	12	the	the	DET
biomedich-642	150	13	presence	presence	NOUN
biomedich-642	150	14	of	of	ADP
biomedich-642	150	15	pentanoic	pentanoic	ADJ
biomedich-642	150	16	acid	acid	NOUN
biomedich-642	150	17	or	or	CCONJ
biomedich-642	150	18	4	4	NUM
biomedich-642	150	19	-	-	PUNCT
biomedich-642	150	20	oxo-1methyl	oxo-1methyl	NOUN
biomedich-642	150	21	ester	ester	NOUN
biomedich-642	150	22	suggesting	suggest	VERB
biomedich-642	150	23	that	that	SCONJ
biomedich-642	150	24	the	the	DET
biomedich-642	150	25	target	target	NOUN
biomedich-642	150	26	chemical	chemical	NOUN
biomedich-642	150	27	was	be	AUX
biomedich-642	150	28	generated	generate	VERB
biomedich-642	150	29	by	by	ADP
biomedich-642	150	30	the	the	DET
biomedich-642	150	31	standard	standard	ADJ
biomedich-642	150	32	data	datum	NOUN
biomedich-642	150	33	.	.	PUNCT
biomedich-642	151	1	the	the	DET
biomedich-642	151	2	present	present	ADJ
biomedich-642	151	3	study	study	NOUN
biomedich-642	151	4	displayed	display	VERB
biomedich-642	151	5	various	various	ADJ
biomedich-642	151	6	peaks	peak	NOUN
biomedich-642	151	7	and	and	CCONJ
biomedich-642	151	8	a	a	DET
biomedich-642	151	9	range	range	NOUN
biomedich-642	151	10	of	of	ADP
biomedich-642	151	11	functional	functional	ADJ
biomedich-642	151	12	groups	group	NOUN
biomedich-642	151	13	in	in	ADP
biomedich-642	151	14	the	the	DET
biomedich-642	151	15	ft	ft	PROPN
biomedich-642	151	16	–	–	PUNCT
biomedich-642	151	17	ir	ir	PROPN
biomedich-642	151	18	spectrum	spectrum	NOUN
biomedich-642	151	19	.	.	PUNCT
biomedich-642	152	1	all	all	DET
biomedich-642	152	2	the	the	DET
biomedich-642	152	3	functional	functional	ADJ
biomedich-642	152	4	groups	group	NOUN
biomedich-642	152	5	identified	identify	VERB
biomedich-642	152	6	in	in	ADP
biomedich-642	152	7	the	the	DET
biomedich-642	152	8	ft	ft	PROPN
biomedich-642	152	9	–	–	PUNCT
biomedich-642	152	10	ir	ir	PROPN
biomedich-642	152	11	spectrum	spectrum	NOUN
biomedich-642	152	12	are	be	AUX
biomedich-642	152	13	consistent	consistent	ADJ
biomedich-642	152	14	with	with	ADP
biomedich-642	152	15	a	a	DET
biomedich-642	152	16	study	study	NOUN
biomedich-642	152	17	by	by	ADP
biomedich-642	152	18	mukherjee	mukherjee	PROPN
biomedich-642	152	19	et	et	PROPN
biomedich-642	152	20	al	al	PROPN
biomedich-642	152	21	.	.	PROPN
biomedich-642	153	1	(	(	PUNCT
biomedich-642	153	2	2015	2015	NUM
biomedich-642	153	3	)	)	PUNCT
biomedich-642	153	4	.	.	PUNCT
biomedich-642	154	1	the	the	DET
biomedich-642	154	2	o	o	ADJ
biomedich-642	154	3	-	-	NOUN
biomedich-642	154	4	h	h	ADJ
biomedich-642	154	5	stretching	stretching	NOUN
biomedich-642	154	6	of	of	ADP
biomedich-642	154	7	a	a	DET
biomedich-642	154	8	carboxylic	carboxylic	ADJ
biomedich-642	154	9	acid	acid	NOUN
biomedich-642	154	10	,	,	PUNCT
biomedich-642	154	11	ketone	ketone	NOUN
biomedich-642	154	12	group	group	NOUN
biomedich-642	154	13	's	's	PART
biomedich-642	154	14	c	c	NOUN
biomedich-642	154	15	=	=	NOUN
biomedich-642	154	16	o	o	NOUN
biomedich-642	154	17	stretch	stretch	NOUN
biomedich-642	154	18	and	and	CCONJ
biomedich-642	154	19	the	the	DET
biomedich-642	154	20	alkanes	alkane	NOUN
biomedich-642	154	21	group	group	NOUN
biomedich-642	154	22	's	's	PART
biomedich-642	154	23	c	c	NOUN
biomedich-642	154	24	-	-	PUNCT
biomedich-642	154	25	h	h	NOUN
biomedich-642	154	26	were	be	AUX
biomedich-642	154	27	displayed	display	VERB
biomedich-642	154	28	by	by	ADP
biomedich-642	154	29	the	the	DET
biomedich-642	154	30	spectrum	spectrum	NOUN
biomedich-642	154	31	.	.	PUNCT
biomedich-642	155	1	studies	study	NOUN
biomedich-642	155	2	by	by	ADP
biomedich-642	155	3	rasheed	rasheed	PROPN
biomedich-642	155	4	et	et	PROPN
biomedich-642	155	5	al	al	PROPN
biomedich-642	155	6	.	.	PROPN
biomedich-642	156	1	(	(	PUNCT
biomedich-642	156	2	2023	2023	NUM
biomedich-642	156	3	)	)	PUNCT
biomedich-642	156	4	rahmayanti	rahmayanti	NOUN
biomedich-642	156	5	and	and	CCONJ
biomedich-642	156	6	asma	asma	PROPN
biomedich-642	156	7	(	(	PUNCT
biomedich-642	156	8	2022	2022	NUM
biomedich-642	156	9	)	)	PUNCT
biomedich-642	156	10	,	,	PUNCT
biomedich-642	156	11	mahmud	mahmud	PROPN
biomedich-642	156	12	and	and	CCONJ
biomedich-642	156	13	anannya	anannya	NOUN
biomedich-642	156	14	(	(	PUNCT
biomedich-642	156	15	2021	2021	NUM
biomedich-642	156	16	)	)	PUNCT
biomedich-642	156	17	,	,	PUNCT
biomedich-642	156	18	and	and	CCONJ
biomedich-642	156	19	adeleke	adeleke	VERB
biomedich-642	156	20	et	et	PROPN
biomedich-642	156	21	al	al	PROPN
biomedich-642	156	22	.	.	PROPN
biomedich-642	157	1	(	(	PUNCT
biomedich-642	157	2	2021	2021	NUM
biomedich-642	157	3	)	)	PUNCT
biomedich-642	157	4	on	on	ADP
biomedich-642	157	5	cellulose	cellulose	NOUN
biomedich-642	157	6	from	from	ADP
biomedich-642	157	7	different	different	ADJ
biomedich-642	157	8	plant	plant	NOUN
biomedich-642	157	9	biomass	biomass	NOUN
biomedich-642	157	10	showed	show	VERB
biomedich-642	157	11	similar	similar	ADJ
biomedich-642	157	12	results	result	NOUN
biomedich-642	157	13	with	with	ADP
biomedich-642	157	14	these	these	DET
biomedich-642	157	15	findings	finding	NOUN
biomedich-642	157	16	.	.	PUNCT
biomedich-642	158	1	the	the	DET
biomedich-642	158	2	carboxylic	carboxylic	ADJ
biomedich-642	158	3	acid	acid	NOUN
biomedich-642	158	4	group	group	NOUN
biomedich-642	158	5	's	's	PART
biomedich-642	158	6	c	c	PROPN
biomedich-642	158	7	-	-	PUNCT
biomedich-642	158	8	o	o	NOUN
biomedich-642	158	9	stretch	stretch	NOUN
biomedich-642	158	10	was	be	AUX
biomedich-642	158	11	also	also	ADV
biomedich-642	158	12	identified	identify	VERB
biomedich-642	158	13	in	in	ADP
biomedich-642	158	14	this	this	DET
biomedich-642	158	15	study	study	NOUN
biomedich-642	158	16	.	.	PUNCT
biomedich-642	159	1	this	this	DET
biomedich-642	159	2	finding	finding	NOUN
biomedich-642	159	3	is	be	AUX
biomedich-642	159	4	in	in	ADP
biomedich-642	159	5	line	line	NOUN
biomedich-642	159	6	with	with	ADP
biomedich-642	159	7	the	the	DET
biomedich-642	159	8	relevant	relevant	ADJ
biomedich-642	159	9	findings	finding	NOUN
biomedich-642	159	10	which	which	PRON
biomedich-642	159	11	showed	show	VERB
biomedich-642	159	12	the	the	DET
biomedich-642	159	13	presence	presence	NOUN
biomedich-642	159	14	of	of	ADP
biomedich-642	159	15	many	many	ADJ
biomedich-642	159	16	c	c	NOUN
biomedich-642	159	17	–	–	PUNCT
biomedich-642	159	18	o	o	NOUN
biomedich-642	159	19	groups	group	NOUN
biomedich-642	159	20	in	in	ADP
biomedich-642	159	21	the	the	DET
biomedich-642	159	22	cellulose	cellulose	NOUN
biomedich-642	159	23	extracted	extract	VERB
biomedich-642	159	24	from	from	ADP
biomedich-642	159	25	different	different	ADJ
biomedich-642	159	26	biomass	biomass	NOUN
biomedich-642	159	27	(	(	PUNCT
biomedich-642	159	28	melesse	melesse	INTJ
biomedich-642	159	29	et	et	PROPN
biomedich-642	159	30	al	al	PROPN
biomedich-642	159	31	.	.	PROPN
biomedich-642	159	32	,	,	PUNCT
biomedich-642	159	33	2022	2022	NUM
biomedich-642	159	34	;	;	PUNCT
biomedich-642	159	35	rahmayanti	rahmayanti	PROPN
biomedich-642	159	36	&	&	CCONJ
biomedich-642	159	37	asma	asma	PROPN
biomedich-642	159	38	,	,	PUNCT
biomedich-642	159	39	2022	2022	NUM
biomedich-642	159	40	;	;	PUNCT
biomedich-642	159	41	galiwango	galiwango	PROPN
biomedich-642	159	42	et	et	PROPN
biomedich-642	159	43	al	al	PROPN
biomedich-642	159	44	.	.	PROPN
biomedich-642	159	45	,	,	PUNCT
biomedich-642	159	46	2019	2019	NUM
biomedich-642	159	47	;	;	PUNCT
biomedich-642	159	48	nandiyanto	nandiyanto	ADP
biomedich-642	159	49	et	et	PROPN
biomedich-642	159	50	al	al	PROPN
biomedich-642	159	51	.	.	PROPN
biomedich-642	159	52	,	,	PUNCT
biomedich-642	159	53	2019	2019	NUM
biomedich-642	159	54	)	)	PUNCT
biomedich-642	159	55	.	.	PUNCT
biomedich-642	160	1	it	it	PRON
biomedich-642	160	2	has	have	AUX
biomedich-642	160	3	been	be	AUX
biomedich-642	160	4	reported	report	VERB
biomedich-642	160	5	that	that	SCONJ
biomedich-642	160	6	broad	broad	ADJ
biomedich-642	160	7	absorption	absorption	NOUN
biomedich-642	160	8	bands	band	NOUN
biomedich-642	160	9	are	be	AUX
biomedich-642	160	10	attributed	attribute	VERB
biomedich-642	160	11	to	to	ADP
biomedich-642	160	12	the	the	DET
biomedich-642	160	13	stretching	stretch	VERB
biomedich-642	160	14	vibration	vibration	NOUN
biomedich-642	160	15	of	of	ADP
biomedich-642	160	16	inter	inter	ADJ
biomedich-642	160	17	-	-	ADJ
biomedich-642	160	18	molecular	molecular	ADJ
biomedich-642	160	19	and	and	CCONJ
biomedich-642	160	20	intra	intra	ADJ
biomedich-642	160	21	-	-	ADJ
biomedich-642	160	22	molecular	molecular	ADJ
biomedich-642	160	23	o	o	NOUN
biomedich-642	160	24	–	–	PUNCT
biomedich-642	160	25	h	h	NOUN
biomedich-642	160	26	groups	group	NOUN
biomedich-642	160	27	indicating	indicate	VERB
biomedich-642	160	28	the	the	DET
biomedich-642	160	29	presence	presence	NOUN
biomedich-642	160	30	of	of	ADP
biomedich-642	160	31	aliphatic	aliphatic	ADJ
biomedich-642	160	32	moieties	moiety	NOUN
biomedich-642	160	33	in	in	ADP
biomedich-642	160	34	polysaccharides	polysaccharide	NOUN
biomedich-642	160	35	(	(	PUNCT
biomedich-642	160	36	nandiyanto	nandiyanto	ADP
biomedich-642	160	37	et	et	PROPN
biomedich-642	160	38	al	al	PROPN
biomedich-642	160	39	.	.	PROPN
biomedich-642	160	40	,	,	PUNCT
biomedich-642	160	41	2019	2019	NUM
biomedich-642	160	42	)	)	PUNCT
biomedich-642	160	43	.	.	PUNCT
biomedich-642	161	1	in	in	ADP
biomedich-642	161	2	the	the	DET
biomedich-642	161	3	present	present	ADJ
biomedich-642	161	4	study	study	NOUN
biomedich-642	161	5	,	,	PUNCT
biomedich-642	161	6	the	the	DET
biomedich-642	161	7	highest	high	ADJ
biomedich-642	161	8	levulinic	levulinic	NOUN
biomedich-642	161	9	acid	acid	NOUN
biomedich-642	161	10	yield	yield	NOUN
biomedich-642	161	11	was	be	AUX
biomedich-642	161	12	obtained	obtain	VERB
biomedich-642	161	13	at	at	ADP
biomedich-642	161	14	a	a	DET
biomedich-642	161	15	higher	high	ADJ
biomedich-642	161	16	temperature	temperature	NOUN
biomedich-642	161	17	(	(	PUNCT
biomedich-642	161	18	200oc	200oc	PROPN
biomedich-642	161	19	)	)	PUNCT
biomedich-642	161	20	and	and	CCONJ
biomedich-642	161	21	low	low	ADJ
biomedich-642	161	22	acid	acid	NOUN
biomedich-642	161	23	concentration	concentration	NOUN
biomedich-642	161	24	(	(	PUNCT
biomedich-642	161	25	0.2	0.2	NUM
biomedich-642	161	26	m	m	VERB
biomedich-642	161	27	)	)	PUNCT
biomedich-642	161	28	for	for	ADP
biomedich-642	161	29	4	4	NUM
biomedich-642	161	30	hours	hour	NOUN
biomedich-642	161	31	.	.	PUNCT
biomedich-642	162	1	reaction	reaction	NOUN
biomedich-642	162	2	temperature	temperature	NOUN
biomedich-642	162	3	is	be	AUX
biomedich-642	162	4	an	an	DET
biomedich-642	162	5	important	important	ADJ
biomedich-642	162	6	variable	variable	NOUN
biomedich-642	162	7	in	in	ADP
biomedich-642	162	8	the	the	DET
biomedich-642	162	9	production	production	NOUN
biomedich-642	162	10	of	of	ADP
biomedich-642	162	11	chemicals	chemical	NOUN
biomedich-642	162	12	from	from	ADP
biomedich-642	162	13	lignocellulosic	lignocellulosic	ADJ
biomedich-642	162	14	biomass	biomass	NOUN
biomedich-642	162	15	,	,	PUNCT
biomedich-642	162	16	which	which	PRON
biomedich-642	162	17	determines	determine	VERB
biomedich-642	162	18	the	the	DET
biomedich-642	162	19	nature	nature	NOUN
biomedich-642	162	20	of	of	ADP
biomedich-642	162	21	the	the	DET
biomedich-642	162	22	reaction	reaction	NOUN
biomedich-642	162	23	and	and	CCONJ
biomedich-642	162	24	end	end	NOUN
biomedich-642	162	25	products	product	NOUN
biomedich-642	162	26	(	(	PUNCT
biomedich-642	162	27	yuan	yuan	NOUN
biomedich-642	162	28	et	et	NOUN
biomedich-642	162	29	al	al	PROPN
biomedich-642	162	30	.	.	PROPN
biomedich-642	162	31	,	,	PUNCT
biomedich-642	162	32	2016	2016	NUM
biomedich-642	162	33	)	)	PUNCT
biomedich-642	162	34	.	.	PUNCT
biomedich-642	163	1	this	this	DET
biomedich-642	163	2	study	study	NOUN
biomedich-642	163	3	is	be	AUX
biomedich-642	163	4	in	in	ADP
biomedich-642	163	5	agreement	agreement	NOUN
biomedich-642	163	6	with	with	ADP
biomedich-642	163	7	the	the	DET
biomedich-642	163	8	study	study	NOUN
biomedich-642	163	9	by	by	ADP
biomedich-642	163	10	sun	sun	PROPN
biomedich-642	163	11	et	et	PROPN
biomedich-642	163	12	al	al	PROPN
biomedich-642	163	13	.	.	PROPN
biomedich-642	164	1	(	(	PUNCT
biomedich-642	164	2	2016	2016	NUM
biomedich-642	164	3	)	)	PUNCT
biomedich-642	164	4	which	which	PRON
biomedich-642	164	5	showed	show	VERB
biomedich-642	164	6	that	that	SCONJ
biomedich-642	164	7	higher	high	ADJ
biomedich-642	164	8	temperature	temperature	NOUN
biomedich-642	164	9	is	be	AUX
biomedich-642	164	10	required	require	VERB
biomedich-642	164	11	in	in	ADP
biomedich-642	164	12	producing	produce	VERB
biomedich-642	164	13	levulinic	levulinic	NOUN
biomedich-642	164	14	acid	acid	NOUN
biomedich-642	164	15	from	from	ADP
biomedich-642	164	16	lignocellulosic	lignocellulosic	ADJ
biomedich-642	164	17	biomass	biomass	NOUN
biomedich-642	164	18	.	.	PUNCT
biomedich-642	165	1	it	it	PRON
biomedich-642	165	2	has	have	AUX
biomedich-642	165	3	been	be	AUX
biomedich-642	165	4	reported	report	VERB
biomedich-642	165	5	that	that	SCONJ
biomedich-642	165	6	an	an	DET
biomedich-642	165	7	increase	increase	NOUN
biomedich-642	165	8	in	in	ADP
biomedich-642	165	9	acid	acid	NOUN
biomedich-642	165	10	concentration	concentration	NOUN
biomedich-642	165	11	causes	cause	VERB
biomedich-642	165	12	the	the	DET
biomedich-642	165	13	decomposition	decomposition	NOUN
biomedich-642	165	14	of	of	ADP
biomedich-642	165	15	the	the	DET
biomedich-642	165	16	crystalline	crystalline	ADJ
biomedich-642	165	17	portion	portion	NOUN
biomedich-642	165	18	of	of	ADP
biomedich-642	165	19	the	the	DET
biomedich-642	165	20	cellulose	cellulose	NOUN
biomedich-642	165	21	resulting	result	VERB
biomedich-642	165	22	in	in	ADP
biomedich-642	165	23	less	less	ADJ
biomedich-642	165	24	yield	yield	NOUN
biomedich-642	165	25	of	of	ADP
biomedich-642	165	26	products	product	NOUN
biomedich-642	165	27	(	(	PUNCT
biomedich-642	165	28	henschen	henschen	VERB
biomedich-642	165	29	et	et	PROPN
biomedich-642	165	30	al	al	PROPN
biomedich-642	165	31	.	.	PROPN
biomedich-642	165	32	,	,	PUNCT
biomedich-642	165	33	2019	2019	NUM
biomedich-642	165	34	;	;	PUNCT
biomedich-642	165	35	souza	souza	PROPN
biomedich-642	165	36	et	et	PROPN
biomedich-642	165	37	al	al	PROPN
biomedich-642	165	38	.	.	PROPN
biomedich-642	165	39	,	,	PUNCT
biomedich-642	165	40	2017	2017	NUM
biomedich-642	165	41	)	)	PUNCT
biomedich-642	165	42	.	.	PUNCT
biomedich-642	166	1	conclusion	conclusion	NOUN
biomedich-642	166	2	millet	millet	NOUN
biomedich-642	166	3	stalks	stalk	NOUN
biomedich-642	166	4	contain	contain	VERB
biomedich-642	166	5	a	a	DET
biomedich-642	166	6	significant	significant	ADJ
biomedich-642	166	7	amount	amount	NOUN
biomedich-642	166	8	of	of	ADP
biomedich-642	166	9	cellulose	cellulose	NOUN
biomedich-642	166	10	from	from	ADP
biomedich-642	166	11	which	which	PRON
biomedich-642	166	12	the	the	DET
biomedich-642	166	13	levulinic	levulinic	NOUN
biomedich-642	166	14	acid	acid	NOUN
biomedich-642	166	15	is	be	AUX
biomedich-642	166	16	produced	produce	VERB
biomedich-642	166	17	.	.	PUNCT
biomedich-642	167	1	the	the	DET
biomedich-642	167	2	optimum	optimum	ADJ
biomedich-642	167	3	temperature	temperature	NOUN
biomedich-642	167	4	,	,	PUNCT
biomedich-642	167	5	acid	acid	NOUN
biomedich-642	167	6	concentration	concentration	NOUN
biomedich-642	167	7	,	,	PUNCT
biomedich-642	167	8	and	and	CCONJ
biomedich-642	167	9	time	time	NOUN
biomedich-642	167	10	for	for	ADP
biomedich-642	167	11	the	the	DET
biomedich-642	167	12	production	production	NOUN
biomedich-642	167	13	of	of	ADP
biomedich-642	167	14	levulinic	levulinic	NOUN
biomedich-642	167	15	acid	acid	NOUN
biomedich-642	167	16	from	from	ADP
biomedich-642	167	17	the	the	DET
biomedich-642	167	18	millet	millet	NOUN
biomedich-642	167	19	stalk	stalk	NOUN
biomedich-642	167	20	(	(	PUNCT
biomedich-642	167	21	cellulose	cellulose	NOUN
biomedich-642	167	22	)	)	PUNCT
biomedich-642	167	23	is	be	AUX
biomedich-642	167	24	200oc	200oc	PROPN
biomedich-642	167	25	,	,	PUNCT
biomedich-642	167	26	0.2	0.2	NUM
biomedich-642	167	27	m	m	PROPN
biomedich-642	167	28	,	,	PUNCT
biomedich-642	167	29	and	and	CCONJ
biomedich-642	167	30	4	4	NUM
biomedich-642	167	31	hours	hour	NOUN
biomedich-642	167	32	,	,	PUNCT
biomedich-642	167	33	respectively	respectively	ADV
biomedich-642	167	34	.	.	PUNCT
biomedich-642	168	1	levulinic	levulinic	PROPN
biomedich-642	168	2	acid	acid	PROPN
biomedich-642	168	3	is	be	AUX
biomedich-642	168	4	characterized	characterize	VERB
biomedich-642	168	5	by	by	ADP
biomedich-642	168	6	a	a	DET
biomedich-642	168	7	range	range	NOUN
biomedich-642	168	8	of	of	ADP
biomedich-642	168	9	functional	functional	ADJ
biomedich-642	168	10	groups	group	NOUN
biomedich-642	168	11	.	.	PUNCT
biomedich-642	169	1	conflic	conflic	PROPN
biomedich-642	169	2	of	of	ADP
biomedich-642	169	3	interests	interest	NOUN
biomedich-642	169	4	:	:	PUNCT
biomedich-642	169	5	the	the	DET
biomedich-642	169	6	authors	author	NOUN
biomedich-642	169	7	declare	declare	VERB
biomedich-642	169	8	that	that	SCONJ
biomedich-642	169	9	there	there	PRON
biomedich-642	169	10	are	be	VERB
biomedich-642	169	11	no	no	DET
biomedich-642	169	12	conflicts	conflict	NOUN
biomedich-642	169	13	of	of	ADP
biomedich-642	169	14	interests	interest	NOUN
biomedich-642	169	15	references	reference	NOUN
biomedich-642	169	16	acharya	acharya	PROPN
biomedich-642	169	17	,	,	PUNCT
biomedich-642	169	18	s.	s.	PROPN
biomedich-642	169	19	,	,	PUNCT
biomedich-642	169	20	liyanage	liyanage	NOUN
biomedich-642	169	21	,	,	PUNCT
biomedich-642	169	22	s.	s.	PROPN
biomedich-642	169	23	,	,	PUNCT
biomedich-642	169	24	parajuli	parajuli	PROPN
biomedich-642	169	25	,	,	PUNCT
biomedich-642	169	26	p.	p.	PROPN
biomedich-642	169	27	,	,	PUNCT
biomedich-642	169	28	rumi	rumi	PROPN
biomedich-642	169	29	,	,	PUNCT
biomedich-642	169	30	s.	s.	PROPN
biomedich-642	169	31	s.	s.	PROPN
biomedich-642	169	32	,	,	PUNCT
biomedich-642	169	33	shamshina	shamshina	PROPN
biomedich-642	169	34	,	,	PUNCT
biomedich-642	169	35	j.	j.	PROPN
biomedich-642	169	36	l.	l.	PROPN
biomedich-642	169	37	,	,	PUNCT
biomedich-642	169	38	&	&	CCONJ
biomedich-642	169	39	abidi	abidi	PROPN
biomedich-642	169	40	,	,	PUNCT
biomedich-642	169	41	n.	n.	NOUN
biomedich-642	169	42	(	(	PUNCT
biomedich-642	169	43	2021	2021	NUM
biomedich-642	169	44	)	)	PUNCT
biomedich-642	169	45	.	.	PUNCT
biomedich-642	170	1	utilization	utilization	NOUN
biomedich-642	170	2	of	of	ADP
biomedich-642	170	3	cellulose	cellulose	NOUN
biomedich-642	170	4	to	to	ADP
biomedich-642	170	5	its	its	PRON
biomedich-642	170	6	full	full	ADJ
biomedich-642	170	7	potential	potential	NOUN
biomedich-642	170	8	:	:	PUNCT
biomedich-642	170	9	a	a	DET
biomedich-642	170	10	review	review	NOUN
biomedich-642	170	11	on	on	ADP
biomedich-642	170	12	cellulose	cellulose	NOUN
biomedich-642	170	13	dissolution	dissolution	NOUN
biomedich-642	170	14	,	,	PUNCT
biomedich-642	170	15	regeneration	regeneration	NOUN
biomedich-642	170	16	,	,	PUNCT
biomedich-642	170	17	and	and	CCONJ
biomedich-642	170	18	applications	application	NOUN
biomedich-642	170	19	.	.	PUNCT
biomedich-642	171	1	polymers	polymer	NOUN
biomedich-642	171	2	,	,	PUNCT
biomedich-642	171	3	13	13	NUM
biomedich-642	171	4	,	,	PUNCT
biomedich-642	171	5	4344	4344	NUM
biomedich-642	171	6	.	.	PUNCT
biomedich-642	172	1	adeleke	adeleke	VERB
biomedich-642	172	2	,	,	PUNCT
biomedich-642	172	3	a.	a.	NOUN
biomedich-642	172	4	et	et	PROPN
biomedich-642	172	5	al	al	PROPN
biomedich-642	172	6	.	.	PROPN
biomedich-642	172	7	(	(	PUNCT
biomedich-642	172	8	2021	2021	NUM
biomedich-642	172	9	)	)	PUNCT
biomedich-642	172	10	.	.	PUNCT
biomedich-642	173	1	physical	physical	ADJ
biomedich-642	173	2	and	and	CCONJ
biomedich-642	173	3	mechanical	mechanical	ADJ
biomedich-642	173	4	characteristics	characteristic	NOUN
biomedich-642	173	5	of	of	ADP
biomedich-642	173	6	composite	composite	ADJ
biomedich-642	173	7	briquette	briquette	NOUN
biomedich-642	173	8	from	from	ADP
biomedich-642	173	9	coal	coal	NOUN
biomedich-642	173	10	and	and	CCONJ
biomedich-642	173	11	pretreated	pretreate	VERB
biomedich-642	173	12	wood	wood	NOUN
biomedich-642	173	13	fines	fine	NOUN
biomedich-642	173	14	.	.	PUNCT
biomedich-642	174	1	international	international	ADJ
biomedich-642	174	2	journal	journal	PROPN
biomedich-642	174	3	of	of	ADP
biomedich-642	174	4	coal	coal	NOUN
biomedich-642	174	5	science	science	NOUN
biomedich-642	174	6	and	and	CCONJ
biomedich-642	174	7	technology	technology	NOUN
biomedich-642	174	8	.	.	PUNCT
biomedich-642	175	1	8	8	NUM
biomedich-642	175	2	,	,	PUNCT
biomedich-642	175	3	1088–1098	1088–1098	NUM
biomedich-642	175	4	.	.	PUNCT
biomedich-642	176	1	awang	awang	PROPN
biomedich-642	176	2	nw	nw	PROPN
biomedich-642	176	3	,	,	PUNCT
biomedich-642	176	4	ramasamy	ramasamy	NOUN
biomedich-642	176	5	d	d	PROPN
biomedich-642	176	6	,	,	PUNCT
biomedich-642	176	7	kadirgama	kadirgama	PROPN
biomedich-642	176	8	k	k	PROPN
biomedich-642	176	9	,	,	PUNCT
biomedich-642	176	10	samykano	samykano	PROPN
biomedich-642	176	11	m	m	PROPN
biomedich-642	176	12	,	,	PUNCT
biomedich-642	176	13	naja	naja	PROPN
biomedich-642	176	14	g	g	PROPN
biomedich-642	176	15	,	,	PUNCT
biomedich-642	176	16	azwadi	azwadi	NOUN
biomedich-642	176	17	n	n	CCONJ
biomedich-642	176	18	,	,	PUNCT
biomedich-642	176	19	&	&	CCONJ
biomedich-642	176	20	sidik	sidik	PROPN
biomedich-642	176	21	c	c	PROPN
biomedich-642	176	22	(	(	PUNCT
biomedich-642	176	23	2019	2019	NUM
biomedich-642	176	24	)	)	PUNCT
biomedich-642	176	25	.	.	PUNCT
biomedich-642	177	1	an	an	DET
biomedich-642	177	2	experimental	experimental	ADJ
biomedich-642	177	3	study	study	NOUN
biomedich-642	177	4	on	on	ADP
biomedich-642	177	5	characterization	characterization	NOUN
biomedich-642	177	6	and	and	CCONJ
biomedich-642	177	7	properties	property	NOUN
biomedich-642	177	8	of	of	ADP
biomedich-642	177	9	nano	nano	NOUN
biomedich-642	177	10	lubricant	lubricant	NOUN
biomedich-642	177	11	containing	contain	VERB
biomedich-642	177	12	cellulose	cellulose	NOUN
biomedich-642	177	13	nanocrystal	nanocrystal	NOUN
biomedich-642	177	14	(	(	PUNCT
biomedich-642	177	15	cncs	cncs	PROPN
biomedich-642	177	16	)	)	PUNCT
biomedich-642	177	17	.	.	PUNCT
biomedich-642	178	1	international	international	ADJ
biomedich-642	178	2	journal	journal	PROPN
biomedich-642	178	3	of	of	ADP
biomedich-642	178	4	heat	heat	NOUN
biomedich-642	178	5	mass	mass	NOUN
biomedich-642	178	6	transfer	transfer	NOUN
biomedich-642	178	7	.	.	PUNCT
biomedich-642	179	1	130:1163–1169	130:1163–1169	X
biomedich-642	179	2	.	.	PUNCT
biomedich-642	180	1	https://doi.org/10.1016/j.ijheatmasstransfer.2018.11.041	https://doi.org/10.1016/j.ijheatmasstransfer.2018.11.041	NOUN
biomedich-642	180	2	632	632	NUM
biomedich-642	180	3	biology	biology	NOUN
biomedich-642	180	4	,	,	PUNCT
biomedich-642	180	5	medicine	medicine	NOUN
biomedich-642	180	6	,	,	PUNCT
biomedich-642	180	7	&	&	CCONJ
biomedich-642	180	8	natural	natural	ADJ
biomedich-642	180	9	product	product	NOUN
biomedich-642	180	10	chemistry	chemistry	NOUN
biomedich-642	180	11	13	13	NUM
biomedich-642	180	12	(	(	PUNCT
biomedich-642	180	13	2	2	NUM
biomedich-642	180	14	)	)	PUNCT
biomedich-642	180	15	,	,	PUNCT
biomedich-642	180	16	2024	2024	NUM
biomedich-642	180	17	:	:	PUNCT
biomedich-642	180	18	627	627	NUM
biomedich-642	180	19	-	-	SYM
biomedich-642	180	20	633	633	NUM
biomedich-642	180	21	ayeni	ayeni	NOUN
biomedich-642	180	22	,	,	PUNCT
biomedich-642	180	23	a.o	a.o	PROPN
biomedich-642	180	24	.	.	PROPN
biomedich-642	180	25	,	,	PUNCT
biomedich-642	180	26	hymore	hymore	NOUN
biomedich-642	180	27	,	,	PUNCT
biomedich-642	180	28	f.k	f.k	PROPN
biomedich-642	180	29	.	.	PROPN
biomedich-642	180	30	,	,	PUNCT
biomedich-642	180	31	mudliar	mudliar	PROPN
biomedich-642	180	32	,	,	PUNCT
biomedich-642	180	33	s.n	s.n	PROPN
biomedich-642	180	34	.	.	PROPN
biomedich-642	180	35	,	,	PUNCT
biomedich-642	180	36	deskmukh	deskmukh	PROPN
biomedich-642	180	37	,	,	PUNCT
biomedich-642	180	38	s.c	s.c	PROPN
biomedich-642	180	39	.	.	PROPN
biomedich-642	180	40	,	,	PUNCT
biomedich-642	180	41	satpute	satpute	PROPN
biomedich-642	180	42	,	,	PUNCT
biomedich-642	180	43	d.b	d.b	PROPN
biomedich-642	180	44	.	.	PROPN
biomedich-642	180	45	,	,	PUNCT
biomedich-642	180	46	omoleye	omoleye	PROPN
biomedich-642	180	47	,	,	PUNCT
biomedich-642	180	48	j.a	j.a	PROPN
biomedich-642	180	49	.	.	PROPN
biomedich-642	180	50	,	,	PUNCT
biomedich-642	180	51	&	&	CCONJ
biomedich-642	180	52	pandey	pandey	PROPN
biomedich-642	180	53	,	,	PUNCT
biomedich-642	180	54	r.a	r.a	PROPN
biomedich-642	180	55	.	.	PROPN
biomedich-642	180	56	(	(	PUNCT
biomedich-642	180	57	2013	2013	NUM
biomedich-642	180	58	)	)	PUNCT
biomedich-642	180	59	.	.	PUNCT
biomedich-642	181	1	hydrogen	hydrogen	NOUN
biomedich-642	181	2	peroxide	peroxide	NOUN
biomedich-642	181	3	and	and	CCONJ
biomedich-642	181	4	lime	lime	NOUN
biomedich-642	181	5	based	base	VERB
biomedich-642	181	6	oxidative	oxidative	ADJ
biomedich-642	181	7	pretreatment	pretreatment	NOUN
biomedich-642	181	8	of	of	ADP
biomedich-642	181	9	wood	wood	NOUN
biomedich-642	181	10	waste	waste	NOUN
biomedich-642	181	11	to	to	PART
biomedich-642	181	12	enhance	enhance	VERB
biomedich-642	181	13	enzymatic	enzymatic	ADJ
biomedich-642	181	14	hydrolysis	hydrolysis	NOUN
biomedich-642	181	15	for	for	ADP
biomedich-642	181	16	a	a	DET
biomedich-642	181	17	biorefinery	biorefinery	NOUN
biomedich-642	181	18	:	:	PUNCT
biomedich-642	181	19	process	process	NOUN
biomedich-642	181	20	parameters	parameter	NOUN
biomedich-642	181	21	optimization	optimization	NOUN
biomedich-642	181	22	using	use	VERB
biomedich-642	181	23	response	response	NOUN
biomedich-642	181	24	surface	surface	NOUN
biomedich-642	181	25	methodology	methodology	NOUN
biomedich-642	181	26	.	.	PUNCT
biomedich-642	182	1	fuel	fuel	NOUN
biomedich-642	182	2	,	,	PUNCT
biomedich-642	182	3	106	106	NUM
biomedich-642	182	4	,	,	PUNCT
biomedich-642	182	5	187	187	NUM
biomedich-642	182	6	-	-	SYM
biomedich-642	182	7	194	194	NUM
biomedich-642	182	8	.	.	PUNCT
biomedich-642	183	1	bazoti	bazoti	PROPN
biomedich-642	183	2	,	,	PUNCT
biomedich-642	183	3	s.	s.	PROPN
biomedich-642	183	4	f.	f.	PROPN
biomedich-642	183	5	,	,	PUNCT
biomedich-642	183	6	bonatto	bonatto	PROPN
biomedich-642	183	7	,	,	PUNCT
biomedich-642	183	8	c.	c.	PROPN
biomedich-642	183	9	,	,	PUNCT
biomedich-642	183	10	scapini	scapini	PROPN
biomedich-642	183	11	,	,	PUNCT
biomedich-642	183	12	t.	t.	PROPN
biomedich-642	183	13	,	,	PUNCT
biomedich-642	183	14	camargo	camargo	PROPN
biomedich-642	183	15	,	,	PUNCT
biomedich-642	183	16	a.	a.	PROPN
biomedich-642	183	17	f.	f.	PROPN
biomedich-642	183	18	,	,	PUNCT
biomedich-642	183	19	treichel	treichel	PROPN
biomedich-642	183	20	,	,	PUNCT
biomedich-642	183	21	h.	h.	PROPN
biomedich-642	183	22	,	,	PUNCT
biomedich-642	183	23	&	&	CCONJ
biomedich-642	183	24	de	de	PROPN
biomedich-642	183	25	-	-	PROPN
biomedich-642	183	26	oliveira	oliveira	PROPN
biomedich-642	183	27	,	,	PUNCT
biomedich-642	183	28	d.	d.	PROPN
biomedich-642	183	29	(	(	PUNCT
biomedich-642	183	30	2023	2023	NUM
biomedich-642	183	31	)	)	PUNCT
biomedich-642	183	32	.	.	PUNCT
biomedich-642	184	1	recent	recent	ADJ
biomedich-642	184	2	advances	advance	NOUN
biomedich-642	184	3	,	,	PUNCT
biomedich-642	184	4	perspectives	perspective	NOUN
biomedich-642	184	5	and	and	CCONJ
biomedich-642	184	6	challenges	challenge	NOUN
biomedich-642	184	7	on	on	ADP
biomedich-642	184	8	levulinic	levulinic	NOUN
biomedich-642	184	9	acid	acid	NOUN
biomedich-642	184	10	production	production	NOUN
biomedich-642	184	11	from	from	ADP
biomedich-642	184	12	residual	residual	ADJ
biomedich-642	184	13	biomass	biomass	NOUN
biomedich-642	184	14	.	.	PUNCT
biomedich-642	185	1	biofuel	biofuel	NOUN
biomedich-642	185	2	.	.	PUNCT
biomedich-642	186	1	bioprod	bioprod	NOUN
biomedich-642	186	2	.	.	PUNCT
biomedich-642	187	1	bioref	bioref	PROPN
biomedich-642	187	2	.	.	PUNCT
biomedich-642	188	1	17	17	NUM
biomedich-642	188	2	,	,	PUNCT
biomedich-642	188	3	769–1114	769–1114	NUM
biomedich-642	188	4	.	.	PUNCT
biomedich-642	188	5	doi:10.1002	doi:10.1002	NOUN
biomedich-642	188	6	/	/	SYM
biomedich-642	188	7	bbb.2493	bbb.2493	PROPN
biomedich-642	188	8	blasi	blasi	NOUN
biomedich-642	188	9	,	,	PUNCT
biomedich-642	188	10	c.	c.	PROPN
biomedich-642	188	11	d.	d.	PROPN
biomedich-642	188	12	,	,	PUNCT
biomedich-642	188	13	signorelli	signorelli	PROPN
biomedich-642	188	14	,	,	PUNCT
biomedich-642	188	15	g.	g.	PROPN
biomedich-642	188	16	,	,	PUNCT
biomedich-642	188	17	di	di	NOUN
biomedich-642	188	18	russo	russo	PROPN
biomedich-642	188	19	,	,	PUNCT
biomedich-642	188	20	rea	rea	PROPN
biomedich-642	188	21	,	,	PUNCT
biomedich-642	188	22	c.	c.	PROPN
biomedich-642	188	23	,	,	PUNCT
biomedich-642	188	24	g.	g.	PROPN
biomedich-642	188	25	(	(	PUNCT
biomedich-642	188	26	2010	2010	NUM
biomedich-642	188	27	)	)	PUNCT
biomedich-642	188	28	.	.	PUNCT
biomedich-642	189	1	product	product	NOUN
biomedich-642	189	2	distribution	distribution	NOUN
biomedich-642	189	3	from	from	ADP
biomedich-642	189	4	pyrolysis	pyrolysis	NOUN
biomedich-642	189	5	of	of	ADP
biomedich-642	189	6	wood	wood	NOUN
biomedich-642	189	7	and	and	CCONJ
biomedich-642	189	8	agricultural	agricultural	ADJ
biomedich-642	189	9	residues	residue	NOUN
biomedich-642	189	10	.	.	PUNCT
biomedich-642	190	1	industrial	industrial	ADJ
biomedich-642	190	2	engineering	engineering	NOUN
biomedich-642	190	3	chemistry	chemistry	NOUN
biomedich-642	190	4	research	research	NOUN
biomedich-642	190	5	,	,	PUNCT
biomedich-642	190	6	38(6	38(6	NOUN
biomedich-642	190	7	)	)	PUNCT
biomedich-642	190	8	,	,	PUNCT
biomedich-642	190	9	22162224	22162224	NUM
biomedich-642	190	10	.	.	PUNCT
biomedich-642	191	1	charnnok	charnnok	PROPN
biomedich-642	191	2	,	,	PUNCT
biomedich-642	191	3	b.	b.	PROPN
biomedich-642	191	4	,	,	PUNCT
biomedich-642	191	5	&	&	CCONJ
biomedich-642	191	6	laosiripojana	laosiripojana	PROPN
biomedich-642	191	7	,	,	PUNCT
biomedich-642	191	8	n.	n.	NOUN
biomedich-642	191	9	(	(	PUNCT
biomedich-642	191	10	2022	2022	NUM
biomedich-642	191	11	)	)	PUNCT
biomedich-642	191	12	.	.	PUNCT
biomedich-642	192	1	integrative	integrative	ADJ
biomedich-642	192	2	process	process	NOUN
biomedich-642	192	3	for	for	ADP
biomedich-642	192	4	rubber	rubber	NOUN
biomedich-642	192	5	wood	wood	NOUN
biomedich-642	192	6	waste	waste	NOUN
biomedich-642	192	7	digestibility	digestibility	NOUN
biomedich-642	192	8	improvement	improvement	NOUN
biomedich-642	192	9	and	and	CCONJ
biomedich-642	192	10	levulinic	levulinic	PROPN
biomedich-642	192	11	acid	acid	NOUN
biomedich-642	192	12	production	production	NOUN
biomedich-642	192	13	by	by	ADP
biomedich-642	192	14	hydrothermal	hydrothermal	ADJ
biomedich-642	192	15	pretreatment	pretreatment	NOUN
biomedich-642	192	16	with	with	ADP
biomedich-642	192	17	acid	acid	PROPN
biomedich-642	192	18	waste	waste	NOUN
biomedich-642	192	19	water	water	NOUN
biomedich-642	192	20	conversion	conversion	NOUN
biomedich-642	192	21	process	process	NOUN
biomedich-642	192	22	.	.	PUNCT
biomedich-642	193	1	bioresour	bioresour	PROPN
biomedich-642	193	2	.	.	PUNCT
biomedich-642	194	1	technol	technol	PROPN
biomedich-642	194	2	.	.	PROPN
biomedich-642	194	3	360	360	NUM
biomedich-642	194	4	,	,	PUNCT
biomedich-642	194	5	127522	127522	NUM
biomedich-642	194	6	.	.	PUNCT
biomedich-642	195	1	doi:10.1016	doi:10.1016	PROPN
biomedich-642	195	2	/	/	SYM
biomedich-642	195	3	j.	j.	PROPN
biomedich-642	195	4	biortech.2022.127522	biortech.2022.127522	PROPN
biomedich-642	195	5	cheng	cheng	PROPN
biomedich-642	195	6	,	,	PUNCT
biomedich-642	195	7	f.	f.	PROPN
biomedich-642	195	8	,	,	PUNCT
biomedich-642	195	9	&	&	CCONJ
biomedich-642	195	10	brewer	brewer	PROPN
biomedich-642	195	11	,	,	PUNCT
biomedich-642	195	12	c.e	c.e	PROPN
biomedich-642	195	13	.	.	PROPN
biomedich-642	195	14	(	(	PUNCT
biomedich-642	195	15	2017	2017	NUM
biomedich-642	195	16	)	)	PUNCT
biomedich-642	195	17	.	.	PUNCT
biomedich-642	196	1	producing	produce	VERB
biomedich-642	196	2	jet	jet	NOUN
biomedich-642	196	3	fuel	fuel	NOUN
biomedich-642	196	4	from	from	ADP
biomedich-642	196	5	biomass	biomass	NOUN
biomedich-642	196	6	lignin	lignin	NOUN
biomedich-642	196	7	:	:	PUNCT
biomedich-642	196	8	potential	potential	ADJ
biomedich-642	196	9	pathways	pathway	NOUN
biomedich-642	196	10	to	to	ADP
biomedich-642	196	11	alkyl	alkyl	ADJ
biomedich-642	196	12	benzenes	benzene	NOUN
biomedich-642	196	13	and	and	CCONJ
biomedich-642	196	14	cycloalkanes	cycloalkane	NOUN
biomedich-642	196	15	.	.	PUNCT
biomedich-642	197	1	renew	renew	NOUN
biomedich-642	197	2	.	.	PUNCT
biomedich-642	198	1	sustain	sustain	VERB
biomedich-642	198	2	.	.	PUNCT
biomedich-642	199	1	energy	energy	NOUN
biomedich-642	199	2	rev	rev	PROPN
biomedich-642	199	3	.	.	PROPN
biomedich-642	199	4	,	,	PUNCT
biomedich-642	199	5	72	72	NUM
biomedich-642	199	6	,	,	PUNCT
biomedich-642	199	7	673–722	673–722	NUM
biomedich-642	199	8	.	.	PUNCT
biomedich-642	199	9	di	di	PROPN
biomedich-642	199	10	bucchianico	bucchianico	PROPN
biomedich-642	199	11	,	,	PUNCT
biomedich-642	199	12	d.	d.	PROPN
biomedich-642	199	13	d.	d.	PROPN
biomedich-642	199	14	m.	m.	PROPN
biomedich-642	199	15	,	,	PUNCT
biomedich-642	199	16	wang	wang	PROPN
biomedich-642	199	17	,	,	PUNCT
biomedich-642	199	18	y.	y.	PROPN
biomedich-642	199	19	,	,	PUNCT
biomedich-642	199	20	buvat	buvat	PROPN
biomedich-642	199	21	,	,	PUNCT
biomedich-642	199	22	j.	j.	PROPN
biomedich-642	199	23	c.	c.	PROPN
biomedich-642	199	24	,	,	PUNCT
biomedich-642	199	25	pan	pan	PROPN
biomedich-642	199	26	,	,	PUNCT
biomedich-642	199	27	y.	y.	PROPN
biomedich-642	199	28	,	,	PUNCT
biomedich-642	199	29	moreno	moreno	PROPN
biomedich-642	199	30	,	,	PUNCT
biomedich-642	199	31	v.	v.	PROPN
biomedich-642	199	32	c.	c.	PROPN
biomedich-642	199	33	,	,	PUNCT
biomedich-642	199	34	&	&	CCONJ
biomedich-642	199	35	leveneur	leveneur	PROPN
biomedich-642	199	36	,	,	PUNCT
biomedich-642	199	37	s.	s.	PROPN
biomedich-642	199	38	(	(	PUNCT
biomedich-642	199	39	2022	2022	NUM
biomedich-642	199	40	)	)	PUNCT
biomedich-642	199	41	.	.	PUNCT
biomedich-642	200	1	production	production	NOUN
biomedich-642	200	2	of	of	ADP
biomedich-642	200	3	levulinic	levulinic	PROPN
biomedich-642	200	4	acid	acid	NOUN
biomedich-642	200	5	and	and	CCONJ
biomedich-642	200	6	alkyl	alkyl	NOUN
biomedich-642	200	7	levulinates	levulinate	NOUN
biomedich-642	200	8	:	:	PUNCT
biomedich-642	200	9	a	a	DET
biomedich-642	200	10	process	process	NOUN
biomedich-642	200	11	insight	insight	NOUN
biomedich-642	200	12	.	.	PUNCT
biomedich-642	201	1	green	green	ADJ
biomedich-642	201	2	chem	chem	PROPN
biomedich-642	201	3	.	.	PUNCT
biomedich-642	202	1	24	24	NUM
biomedich-642	202	2	,	,	PUNCT
biomedich-642	202	3	614–2646	614–2646	NUM
biomedich-642	202	4	.	.	PUNCT
biomedich-642	203	1	doi:10.1039	doi:10.1039	NOUN
biomedich-642	203	2	/	/	SYM
biomedich-642	204	1	d1gc02457d	d1gc02457d	PROPN
biomedich-642	204	2	elumaila	elumaila	NOUN
biomedich-642	204	3	,	,	PUNCT
biomedich-642	204	4	s.	s.	PROPN
biomedich-642	204	5	,	,	PUNCT
biomedich-642	204	6	agarwal	agarwal	PROPN
biomedich-642	204	7	,	,	PUNCT
biomedich-642	204	8	b.	b.	PROPN
biomedich-642	204	9	,	,	PUNCT
biomedich-642	204	10	runge	runge	NOUN
biomedich-642	204	11	,	,	PUNCT
biomedich-642	204	12	t.	t.	NOUN
biomedich-642	204	13	m.	m.	NOUN
biomedich-642	204	14	,	,	PUNCT
biomedich-642	204	15	&	&	CCONJ
biomedich-642	204	16	sungwan	sungwan	PROPN
biomedich-642	204	17	,	,	PUNCT
biomedich-642	204	18	r.	r.	PROPN
biomedich-642	204	19	s.	s.	PROPN
biomedich-642	204	20	(	(	PUNCT
biomedich-642	204	21	2016	2016	NUM
biomedich-642	204	22	)	)	PUNCT
biomedich-642	204	23	.	.	PUNCT
biomedich-642	205	1	integrated	integrate	VERB
biomedich-642	205	2	twostage	twostage	NOUN
biomedich-642	205	3	chemically	chemically	ADV
biomedich-642	205	4	processing	processing	NOUN
biomedich-642	205	5	of	of	ADP
biomedich-642	205	6	rice	rice	NOUN
biomedich-642	205	7	straw	straw	NOUN
biomedich-642	205	8	cellulose	cellulose	NOUN
biomedich-642	205	9	to	to	PART
biomedich-642	205	10	butyl	butyl	NOUN
biomedich-642	205	11	levulinate	levulinate	NOUN
biomedich-642	205	12	.	.	PUNCT
biomedich-642	206	1	carbohydrate	carbohydrate	NOUN
biomedich-642	206	2	polyner	polyner	NOUN
biomedich-642	206	3	,	,	PUNCT
biomedich-642	206	4	150	150	NUM
biomedich-642	206	5	,	,	PUNCT
biomedich-642	206	6	286	286	NUM
biomedich-642	206	7	-	-	SYM
biomedich-642	206	8	298	298	NUM
biomedich-642	206	9	.	.	PUNCT
biomedich-642	207	1	epa	epa	PROPN
biomedich-642	207	2	(	(	PUNCT
biomedich-642	207	3	2017	2017	NUM
biomedich-642	207	4	)	)	PUNCT
biomedich-642	207	5	inventory	inventory	NOUN
biomedich-642	207	6	of	of	ADP
biomedich-642	207	7	u.s	u.s	PROPN
biomedich-642	207	8	.	.	PROPN
biomedich-642	207	9	greenhouse	greenhouse	NOUN
biomedich-642	207	10	gas	gas	NOUN
biomedich-642	207	11	emissions	emission	NOUN
biomedich-642	207	12	and	and	CCONJ
biomedich-642	207	13	sinks	sink	NOUN
biomedich-642	207	14	1990–2015	1990–2015	NUM
biomedich-642	207	15	.	.	PUNCT
biomedich-642	208	1	washington	washington	PROPN
biomedich-642	208	2	,	,	PUNCT
biomedich-642	208	3	dc	dc	PROPN
biomedich-642	208	4	,	,	PUNCT
biomedich-642	208	5	usa	usa	PROPN
biomedich-642	208	6	:	:	PUNCT
biomedich-642	208	7	us	us	PROPN
biomedich-642	208	8	environmental	environmental	PROPN
biomedich-642	208	9	protection	protection	PROPN
biomedich-642	208	10	agency	agency	PROPN
biomedich-642	208	11	.	.	PUNCT
biomedich-642	209	1	fadeyi	fadeyi	PROPN
biomedich-642	209	2	,	,	PUNCT
biomedich-642	209	3	a.	a.	PROPN
biomedich-642	209	4	e.	e.	PROPN
biomedich-642	209	5	,	,	PUNCT
biomedich-642	209	6	akiode	akiode	PROPN
biomedich-642	209	7	,	,	PUNCT
biomedich-642	209	8	s.	s.	PROPN
biomedich-642	209	9	o.	o.	PROPN
biomedich-642	209	10	,	,	PUNCT
biomedich-642	209	11	emmanuel	emmanuel	PROPN
biomedich-642	209	12	,	,	PUNCT
biomedich-642	209	13	s.	s.	PROPN
biomedich-642	209	14	a.	a.	PROPN
biomedich-642	209	15	&	&	CCONJ
biomedich-642	209	16	falayi	falayi	PROPN
biomedich-642	209	17	,	,	PUNCT
biomedich-642	209	18	o.	o.	PROPN
biomedich-642	209	19	e.	e.	PROPN
biomedich-642	209	20	(	(	PUNCT
biomedich-642	209	21	2020	2020	NUM
biomedich-642	209	22	)	)	PUNCT
biomedich-642	209	23	,	,	PUNCT
biomedich-642	209	24	compositional	compositional	ADJ
biomedich-642	209	25	analysis	analysis	NOUN
biomedich-642	209	26	and	and	CCONJ
biomedich-642	209	27	characterization	characterization	NOUN
biomedich-642	209	28	of	of	ADP
biomedich-642	209	29	lignocellulosic	lignocellulosic	ADJ
biomedich-642	209	30	biomass	biomass	NOUN
biomedich-642	209	31	from	from	ADP
biomedich-642	209	32	selected	select	VERB
biomedich-642	209	33	agricultural	agricultural	ADJ
biomedich-642	209	34	wastes	waste	NOUN
biomedich-642	209	35	.	.	PUNCT
biomedich-642	210	1	j.	j.	PROPN
biomedich-642	210	2	sci	sci	PROPN
biomedich-642	210	3	.	.	PROPN
biomedich-642	210	4	math	math	PROPN
biomedich-642	210	5	.	.	PUNCT
biomedich-642	211	1	lett	lett	PROPN
biomedich-642	211	2	.	.	PROPN
biomedich-642	212	1	8	8	NUM
biomedich-642	212	2	,	,	PUNCT
biomedich-642	212	3	48–56	48–56	NUM
biomedich-642	212	4	.	.	PUNCT
biomedich-642	213	1	galiwango	galiwango	PROPN
biomedich-642	213	2	,	,	PUNCT
biomedich-642	213	3	e.	e.	PROPN
biomedich-642	213	4	,	,	PUNCT
biomedich-642	213	5	abdel	abdel	PROPN
biomedich-642	213	6	rahman	rahman	PROPN
biomedich-642	213	7	,	,	PUNCT
biomedich-642	213	8	n.	n.	PROPN
biomedich-642	213	9	s.	s.	PROPN
biomedich-642	213	10	,	,	PUNCT
biomedich-642	213	11	al	al	PROPN
biomedich-642	213	12	-	-	PUNCT
biomedich-642	213	13	marzouqi	marzouqi	PROPN
biomedich-642	213	14	,	,	PUNCT
biomedich-642	213	15	a.	a.	PROPN
biomedich-642	213	16	h.	h.	PROPN
biomedich-642	213	17	,	,	PUNCT
biomedich-642	213	18	abuomar	abuomar	PROPN
biomedich-642	213	19	,	,	PUNCT
biomedich-642	213	20	m.	m.	NOUN
biomedich-642	213	21	m.	m.	PROPN
biomedich-642	213	22	&	&	CCONJ
biomedich-642	213	23	khaleel	khaleel	PROPN
biomedich-642	213	24	,	,	PUNCT
biomedich-642	213	25	a.	a.	NOUN
biomedich-642	213	26	a.	a.	NOUN
biomedich-642	213	27	(	(	PUNCT
biomedich-642	213	28	2019	2019	NUM
biomedich-642	213	29	)	)	PUNCT
biomedich-642	213	30	.	.	PUNCT
biomedich-642	214	1	isolation	isolation	NOUN
biomedich-642	214	2	and	and	CCONJ
biomedich-642	214	3	characterization	characterization	NOUN
biomedich-642	214	4	of	of	ADP
biomedich-642	214	5	cellulose	cellulose	NOUN
biomedich-642	214	6	and	and	CCONJ
biomedich-642	214	7	α	α	NOUN
biomedich-642	214	8	-	-	NOUN
biomedich-642	214	9	cellulose	cellulose	NOUN
biomedich-642	214	10	from	from	ADP
biomedich-642	214	11	date	date	NOUN
biomedich-642	214	12	palm	palm	NOUN
biomedich-642	214	13	biomass	biomass	NOUN
biomedich-642	214	14	waste	waste	NOUN
biomedich-642	214	15	.	.	PUNCT
biomedich-642	215	1	heliyon	heliyon	NOUN
biomedich-642	215	2	,	,	PUNCT
biomedich-642	215	3	5	5	NUM
biomedich-642	215	4	,	,	PUNCT
biomedich-642	215	5	e02937	e02937	PROPN
biomedich-642	215	6	.	.	PUNCT
biomedich-642	216	1	henschen	henschen	PROPN
biomedich-642	216	2	j	j	PROPN
biomedich-642	216	3	,	,	PUNCT
biomedich-642	216	4	li	li	PROPN
biomedich-642	216	5	d	d	PROPN
biomedich-642	216	6	,	,	PUNCT
biomedich-642	216	7	&	&	CCONJ
biomedich-642	216	8	ek	ek	PROPN
biomedich-642	216	9	m	m	PROPN
biomedich-642	216	10	(	(	PUNCT
biomedich-642	216	11	2019	2019	NUM
biomedich-642	216	12	)	)	PUNCT
biomedich-642	216	13	.	.	PUNCT
biomedich-642	217	1	preparation	preparation	NOUN
biomedich-642	217	2	of	of	ADP
biomedich-642	217	3	cellulose	cellulose	NOUN
biomedich-642	217	4	nanomaterials	nanomaterial	NOUN
biomedich-642	217	5	via	via	ADP
biomedich-642	217	6	cellulose	cellulose	NOUN
biomedich-642	217	7	oxalates	oxalate	NOUN
biomedich-642	217	8	.	.	PUNCT
biomedich-642	218	1	carbohydrate	carbohydrate	NOUN
biomedich-642	218	2	polymers	polymer	NOUN
biomedich-642	218	3	.	.	PUNCT
biomedich-642	218	4	213	213	NUM
biomedich-642	218	5	,	,	PUNCT
biomedich-642	218	6	208–216	208–216	NUM
biomedich-642	218	7	.	.	PUNCT
biomedich-642	219	1	https://doi.org/10.1016/j.carbpol.2019.02.056	https://doi.org/10.1016/j.carbpol.2019.02.056	PROPN
biomedich-642	219	2	jeong	jeong	PROPN
biomedich-642	219	3	,	,	PUNCT
biomedich-642	219	4	h.	h.	PROPN
biomedich-642	219	5	,	,	PUNCT
biomedich-642	219	6	park	park	PROPN
biomedich-642	219	7	,	,	PUNCT
biomedich-642	219	8	s.	s.	PROPN
biomedich-642	219	9	y.	y.	PROPN
biomedich-642	219	10	,	,	PUNCT
biomedich-642	219	11	ryu	ryu	PROPN
biomedich-642	219	12	,	,	PUNCT
biomedich-642	219	13	g.	g.	PROPN
biomedich-642	219	14	h.	h.	PROPN
biomedich-642	219	15	,	,	PUNCT
biomedich-642	219	16	choi	choi	PROPN
biomedich-642	219	17	,	,	PUNCT
biomedich-642	219	18	j.	j.	PROPN
biomedich-642	219	19	h.	h.	PROPN
biomedich-642	219	20	,	,	PUNCT
biomedich-642	219	21	kim	kim	PROPN
biomedich-642	219	22	,	,	PUNCT
biomedich-642	219	23	j.	j.	PROPN
biomedich-642	219	24	h.	h.	PROPN
biomedich-642	219	25	,	,	PUNCT
biomedich-642	219	26	&	&	CCONJ
biomedich-642	219	27	choi	choi	PROPN
biomedich-642	219	28	,	,	PUNCT
biomedich-642	219	29	w.	w.	PROPN
biomedich-642	219	30	s.	s.	PROPN
biomedich-642	219	31	(	(	PUNCT
biomedich-642	219	32	2018	2018	NUM
biomedich-642	219	33	)	)	PUNCT
biomedich-642	219	34	.	.	PUNCT
biomedich-642	220	1	catalytic	catalytic	ADJ
biomedich-642	220	2	conversion	conversion	NOUN
biomedich-642	220	3	of	of	ADP
biomedich-642	220	4	hemicellulosic	hemicellulosic	ADJ
biomedich-642	220	5	sugars	sugar	NOUN
biomedich-642	220	6	derived	derive	VERB
biomedich-642	220	7	from	from	ADP
biomedich-642	220	8	biomass	biomass	NOUN
biomedich-642	220	9	to	to	ADP
biomedich-642	220	10	levulinic	levulinic	PROPN
biomedich-642	220	11	acid	acid	NOUN
biomedich-642	220	12	.	.	PUNCT
biomedich-642	221	1	catal	catal	PROPN
biomedich-642	221	2	.	.	PUNCT
biomedich-642	222	1	commun	commun	PROPN
biomedich-642	222	2	.	.	PUNCT
biomedich-642	223	1	117	117	NUM
biomedich-642	223	2	,	,	PUNCT
biomedich-642	223	3	19–25	19–25	NUM
biomedich-642	223	4	.	.	PUNCT
biomedich-642	224	1	doi:10.1016	doi:10.1016	PROPN
biomedich-642	224	2	/	/	SYM
biomedich-642	224	3	j.catcom.2018.04.016	j.catcom.2018.04.016	PROPN
biomedich-642	224	4	jialei	jialei	PROPN
biomedich-642	224	5	,	,	PUNCT
biomedich-642	224	6	s.	s.	PROPN
biomedich-642	224	7	,	,	PUNCT
biomedich-642	224	8	feng	feng	PROPN
biomedich-642	224	9	,	,	PUNCT
biomedich-642	224	10	s.	s.	PROPN
biomedich-642	224	11	,	,	PUNCT
biomedich-642	224	12	mo	mo	PROPN
biomedich-642	224	13	,	,	PUNCT
biomedich-642	224	14	q.	q.	PROPN
biomedich-642	224	15	,	,	PUNCT
biomedich-642	224	16	&	&	CCONJ
biomedich-642	224	17	xinhua	xinhua	PROPN
biomedich-642	224	18	,	,	PUNCT
biomedich-642	224	19	q.	q.	PROPN
biomedich-642	224	20	(	(	PUNCT
biomedich-642	224	21	2017	2017	NUM
biomedich-642	224	22	)	)	PUNCT
biomedich-642	224	23	.	.	PUNCT
biomedich-642	225	1	high	high	ADJ
biomedich-642	225	2	-	-	PUNCT
biomedich-642	225	3	yield	yield	NOUN
biomedich-642	225	4	production	production	NOUN
biomedich-642	225	5	of	of	ADP
biomedich-642	225	6	levulinic	levulinic	NOUN
biomedich-642	225	7	acid	acid	NOUN
biomedich-642	225	8	from	from	ADP
biomedich-642	225	9	pretreated	pretreate	VERB
biomedich-642	225	10	cow	cow	NOUN
biomedich-642	225	11	dung	dung	NOUN
biomedich-642	225	12	in	in	ADP
biomedich-642	225	13	dilute	dilute	NOUN
biomedich-642	225	14	acid	acid	NOUN
biomedich-642	225	15	aqueous	aqueous	ADJ
biomedich-642	225	16	solution	solution	NOUN
biomedich-642	225	17	,	,	PUNCT
biomedich-642	225	18	22	22	NUM
biomedich-642	225	19	,	,	PUNCT
biomedich-642	225	20	1	1	NUM
biomedich-642	225	21	-	-	SYM
biomedich-642	225	22	9	9	NUM
biomedich-642	225	23	klemm	klemm	NOUN
biomedich-642	225	24	,	,	PUNCT
biomedich-642	225	25	d.	d.	PROPN
biomedich-642	225	26	,	,	PUNCT
biomedich-642	225	27	cranston	cranston	PROPN
biomedich-642	225	28	,	,	PUNCT
biomedich-642	225	29	e.d	e.d	PROPN
biomedich-642	225	30	.	.	PROPN
biomedich-642	225	31	,	,	PUNCT
biomedich-642	225	32	fischer	fischer	PROPN
biomedich-642	225	33	,	,	PUNCT
biomedich-642	225	34	d.	d.	PROPN
biomedich-642	225	35	,	,	PUNCT
biomedich-642	225	36	gama	gama	NOUN
biomedich-642	225	37	,	,	PUNCT
biomedich-642	225	38	m.	m.	NOUN
biomedich-642	225	39	,	,	PUNCT
biomedich-642	225	40	kedzior	kedzior	PROPN
biomedich-642	225	41	,	,	PUNCT
biomedich-642	225	42	s.a	s.a	PROPN
biomedich-642	225	43	.	.	PROPN
biomedich-642	225	44	,	,	PUNCT
biomedich-642	225	45	kralisch	kralisch	PROPN
biomedich-642	225	46	,	,	PUNCT
biomedich-642	225	47	d.	d.	PROPN
biomedich-642	225	48	,	,	PUNCT
biomedich-642	225	49	kramer	kramer	PROPN
biomedich-642	225	50	,	,	PUNCT
biomedich-642	225	51	f.	f.	PROPN
biomedich-642	225	52	,	,	PUNCT
biomedich-642	225	53	kondo	kondo	PROPN
biomedich-642	225	54	,	,	PUNCT
biomedich-642	225	55	t.	t.	PROPN
biomedich-642	225	56	,	,	PUNCT
biomedich-642	225	57	lindstrom	lindstrom	PROPN
biomedich-642	225	58	,	,	PUNCT
biomedich-642	225	59	t.	t.	PROPN
biomedich-642	225	60	,	,	PUNCT
biomedich-642	225	61	&	&	CCONJ
biomedich-642	225	62	nietzsche	nietzsche	PROPN
biomedich-642	225	63	,	,	PUNCT
biomedich-642	225	64	s.	s.	PROPN
biomedich-642	225	65	(	(	PUNCT
biomedich-642	225	66	2018	2018	NUM
biomedich-642	225	67	)	)	PUNCT
biomedich-642	225	68	.	.	PUNCT
biomedich-642	226	1	nanocellulose	nanocellulose	NOUN
biomedich-642	226	2	as	as	ADP
biomedich-642	226	3	a	a	DET
biomedich-642	226	4	natural	natural	ADJ
biomedich-642	226	5	source	source	NOUN
biomedich-642	226	6	for	for	ADP
biomedich-642	226	7	groundbreaking	groundbreake	VERB
biomedich-642	226	8	applications	application	NOUN
biomedich-642	226	9	in	in	ADP
biomedich-642	226	10	materials	material	NOUN
biomedich-642	226	11	science	science	NOUN
biomedich-642	226	12	:	:	PUNCT
biomedich-642	226	13	today	today	NOUN
biomedich-642	226	14	’s	’s	PART
biomedich-642	226	15	state	state	NOUN
biomedich-642	226	16	.	.	PUNCT
biomedich-642	227	1	mater	mater	PROPN
biomedich-642	227	2	.	.	PUNCT
biomedich-642	228	1	today	today	NOUN
biomedich-642	228	2	,	,	PUNCT
biomedich-642	228	3	21	21	NUM
biomedich-642	228	4	,	,	PUNCT
biomedich-642	228	5	720–748	720–748	NUM
biomedich-642	228	6	.	.	PUNCT
biomedich-642	228	7	kuhad	kuhad	VERB
biomedich-642	228	8	,	,	PUNCT
biomedich-642	228	9	r.c	r.c	PROPN
biomedich-642	228	10	.	.	PROPN
biomedich-642	228	11	,	,	PUNCT
biomedich-642	228	12	gupta	gupta	PROPN
biomedich-642	228	13	,	,	PUNCT
biomedich-642	228	14	r.	r.	PROPN
biomedich-642	228	15	,	,	PUNCT
biomedich-642	228	16	khasa	khasa	PROPN
biomedich-642	228	17	,	,	PUNCT
biomedich-642	228	18	y.p	y.p	PROPN
biomedich-642	228	19	.	.	PROPN
biomedich-642	228	20	&	&	CCONJ
biomedich-642	228	21	singh	singh	PROPN
biomedich-642	228	22	,	,	PUNCT
biomedich-642	228	23	a.	a.	NOUN
biomedich-642	228	24	(	(	PUNCT
biomedich-642	228	25	2010	2010	NUM
biomedich-642	228	26	)	)	PUNCT
biomedich-642	228	27	.	.	PUNCT
biomedich-642	229	1	bioethanol	bioethanol	NOUN
biomedich-642	229	2	production	production	NOUN
biomedich-642	229	3	from	from	ADP
biomedich-642	229	4	lantana	lantana	NOUN
biomedich-642	229	5	camara	camara	NOUN
biomedich-642	229	6	(	(	PUNCT
biomedich-642	229	7	red	red	ADJ
biomedich-642	229	8	sage	sage	NOUN
biomedich-642	229	9	):	):	PUNCT
biomedich-642	229	10	pretreatment	pretreatment	NOUN
biomedich-642	229	11	,	,	PUNCT
biomedich-642	229	12	saccharification	saccharification	NOUN
biomedich-642	229	13	and	and	CCONJ
biomedich-642	229	14	fermentation.bioresour	fermentation.bioresour	NOUN
biomedich-642	229	15	.	.	PROPN
biomedich-642	229	16	technol	technol	NOUN
biomedich-642	229	17	,	,	PUNCT
biomedich-642	229	18	101	101	NUM
biomedich-642	229	19	,	,	PUNCT
biomedich-642	229	20	8348	8348	NUM
biomedich-642	229	21	-	-	SYM
biomedich-642	229	22	8354	8354	NUM
biomedich-642	229	23	.	.	PUNCT
biomedich-642	230	1	lei	lei	PROPN
biomedich-642	230	2	,	,	PUNCT
biomedich-642	230	3	w.	w.	PROPN
biomedich-642	230	4	,	,	PUNCT
biomedich-642	230	5	zhou	zhou	PROPN
biomedich-642	230	6	,	,	PUNCT
biomedich-642	230	7	x.	x.	PROPN
biomedich-642	230	8	,	,	PUNCT
biomedich-642	230	9	fang	fang	PROPN
biomedich-642	230	10	,	,	PUNCT
biomedich-642	230	11	c.	c.	NOUN
biomedich-642	230	12	,	,	PUNCT
biomedich-642	230	13	song	song	NOUN
biomedich-642	230	14	,	,	PUNCT
biomedich-642	230	15	y.	y.	PROPN
biomedich-642	230	16	,	,	PUNCT
biomedich-642	230	17	&	&	CCONJ
biomedich-642	230	18	li	li	PROPN
biomedich-642	230	19	,	,	PUNCT
biomedich-642	230	20	y.	y.	PROPN
biomedich-642	230	21	(	(	PUNCT
biomedich-642	230	22	2019	2019	NUM
biomedich-642	230	23	)	)	PUNCT
biomedich-642	230	24	.	.	PUNCT
biomedich-642	231	1	ecofriendly	ecofriendly	ADV
biomedich-642	231	2	waterborne	waterborne	VERB
biomedich-642	231	3	polyurethane	polyurethane	NOUN
biomedich-642	231	4	reinforced	reinforce	VERB
biomedich-642	231	5	with	with	ADP
biomedich-642	231	6	cellulose	cellulose	NOUN
biomedich-642	231	7	nanocrystal	nanocrystal	PROPN
biomedich-642	231	8	from	from	ADP
biomedich-642	231	9	o	o	PROPN
biomedich-642	231	10	ce	ce	PROPN
biomedich-642	231	11	waste	waste	PROPN
biomedich-642	231	12	paper	paper	NOUN
biomedich-642	231	13	by	by	ADP
biomedich-642	231	14	two	two	NUM
biomedich-642	231	15	different	different	ADJ
biomedich-642	231	16	methods	method	NOUN
biomedich-642	231	17	.	.	PUNCT
biomedich-642	232	1	carbohydrate	carbohydrate	NOUN
biomedich-642	232	2	polymer	polymer	NOUN
biomedich-642	232	3	,	,	PUNCT
biomedich-642	232	4	209:299–309	209:299–309	NUM
biomedich-642	232	5	.	.	PUNCT
biomedich-642	233	1	https://doi.org/10.1016/j.carbpol.2019.01.013	https://doi.org/10.1016/j.carbpol.2019.01.013	PROPN
biomedich-642	233	2	li	li	PROPN
biomedich-642	233	3	,	,	PUNCT
biomedich-642	233	4	x.	x.	PROPN
biomedich-642	233	5	,	,	PUNCT
biomedich-642	233	6	xu	xu	PROPN
biomedich-642	233	7	,	,	PUNCT
biomedich-642	233	8	r.	r.	PROPN
biomedich-642	233	9	,	,	PUNCT
biomedich-642	233	10	yang	yang	PROPN
biomedich-642	233	11	,	,	PUNCT
biomedich-642	233	12	j.	j.	PROPN
biomedich-642	233	13	,	,	PUNCT
biomedich-642	233	14	nie	nie	PROPN
biomedich-642	233	15	,	,	PUNCT
biomedich-642	233	16	s.	s.	PROPN
biomedich-642	233	17	,	,	PUNCT
biomedich-642	233	18	liu	liu	PROPN
biomedich-642	233	19	,	,	PUNCT
biomedich-642	233	20	d.	d.	PROPN
biomedich-642	233	21	,	,	PUNCT
biomedich-642	233	22	&	&	CCONJ
biomedich-642	233	23	liu	liu	PROPN
biomedich-642	233	24	,	,	PUNCT
biomedich-642	233	25	y.	y.	PROPN
biomedich-642	233	26	(	(	PUNCT
biomedich-642	233	27	2019	2019	NUM
biomedich-642	233	28	)	)	PUNCT
biomedich-642	233	29	.	.	PUNCT
biomedich-642	234	1	production	production	NOUN
biomedich-642	234	2	of	of	ADP
biomedich-642	234	3	5hydroxymethylfurfural	5hydroxymethylfurfural	PROPN
biomedich-642	234	4	and	and	CCONJ
biomedich-642	234	5	levulinic	levulinic	PROPN
biomedich-642	234	6	acid	acid	NOUN
biomedich-642	234	7	from	from	ADP
biomedich-642	234	8	lignocellulosic	lignocellulosic	ADJ
biomedich-642	234	9	biomass	biomass	NOUN
biomedich-642	234	10	and	and	CCONJ
biomedich-642	234	11	catalytic	catalytic	ADJ
biomedich-642	234	12	upgradation	upgradation	NOUN
biomedich-642	234	13	.	.	PUNCT
biomedich-642	235	1	ind	ind	NOUN
biomedich-642	235	2	.	.	PUNCT
biomedich-642	236	1	crops	crop	NOUN
biomedich-642	236	2	prod	prod	VERB
biomedich-642	236	3	.	.	PUNCT
biomedich-642	237	1	130	130	NUM
biomedich-642	237	2	184–197	184–197	NUM
biomedich-642	237	3	.	.	PUNCT
biomedich-642	238	1	10.1016	10.1016	NUM
biomedich-642	238	2	/	/	SYM
biomedich-642	238	3	j.indcrop.2018.12.082	j.indcrop.2018.12.082	PROPN
biomedich-642	238	4	liu	liu	PROPN
biomedich-642	238	5	,	,	PUNCT
biomedich-642	238	6	g.	g.	PROPN
biomedich-642	238	7	,	,	PUNCT
biomedich-642	238	8	&	&	CCONJ
biomedich-642	238	9	bao	bao	PROPN
biomedich-642	238	10	,	,	PUNCT
biomedich-642	238	11	j.	j.	PROPN
biomedich-642	238	12	(	(	PUNCT
biomedich-642	238	13	2017	2017	NUM
biomedich-642	238	14	)	)	PUNCT
biomedich-642	238	15	.	.	PUNCT
biomedich-642	239	1	evaluation	evaluation	NOUN
biomedich-642	239	2	of	of	ADP
biomedich-642	239	3	electricity	electricity	NOUN
biomedich-642	239	4	generation	generation	NOUN
biomedich-642	239	5	from	from	ADP
biomedich-642	239	6	lignin	lignin	ADJ
biomedich-642	239	7	residue	residue	NOUN
biomedich-642	239	8	and	and	CCONJ
biomedich-642	239	9	biogas	biogas	NOUN
biomedich-642	239	10	in	in	ADP
biomedich-642	239	11	cellulosic	cellulosic	NOUN
biomedich-642	239	12	ethanol	ethanol	NOUN
biomedich-642	239	13	production	production	NOUN
biomedich-642	239	14	.	.	PUNCT
biomedich-642	240	1	bioresour	bioresour	PROPN
biomedich-642	240	2	.	.	PUNCT
biomedich-642	241	1	technol	technol	PROPN
biomedich-642	241	2	.	.	PROPN
biomedich-642	241	3	,	,	PUNCT
biomedich-642	241	4	243	243	NUM
biomedich-642	241	5	,	,	PUNCT
biomedich-642	241	6	1232–1236	1232–1236	NUM
biomedich-642	241	7	.	.	PUNCT
biomedich-642	242	1	magalhaes	magalhaes	PROPN
biomedich-642	242	2	,	,	PUNCT
biomedich-642	242	3	s.	s.	PROPN
biomedich-642	242	4	,	,	PUNCT
biomedich-642	242	5	fernandes	fernandes	PROPN
biomedich-642	242	6	,	,	PUNCT
biomedich-642	242	7	c.	c.	PROPN
biomedich-642	242	8	,	,	PUNCT
biomedich-642	242	9	pedrosa	pedrosa	PROPN
biomedich-642	242	10	,	,	PUNCT
biomedich-642	242	11	j.f.s	j.f.s	PROPN
biomedich-642	242	12	.	.	PUNCT
biomedich-642	242	13	,	,	PUNCT
biomedich-642	242	14	alves	alves	PROPN
biomedich-642	242	15	,	,	PUNCT
biomedich-642	242	16	l.	l.	PROPN
biomedich-642	242	17	,	,	PUNCT
biomedich-642	242	18	medronho	medronho	PROPN
biomedich-642	242	19	,	,	PUNCT
biomedich-642	242	20	b.	b.	PROPN
biomedich-642	242	21	,	,	PUNCT
biomedich-642	242	22	ferreira	ferreira	PROPN
biomedich-642	242	23	,	,	PUNCT
biomedich-642	242	24	p.j.t	p.j.t	NOUN
biomedich-642	242	25	.	.	PUNCT
biomedich-642	242	26	,	,	PUNCT
biomedich-642	242	27	&	&	CCONJ
biomedich-642	242	28	rasteiro	rasteiro	PROPN
biomedich-642	242	29	,	,	PUNCT
biomedich-642	242	30	m.d.g	m.d.g	NOUN
biomedich-642	242	31	.	.	PUNCT
biomedich-642	243	1	(	(	PUNCT
biomedich-642	243	2	2023	2023	NUM
biomedich-642	243	3	)	)	PUNCT
biomedich-642	243	4	.	.	PUNCT
biomedich-642	244	1	eco	eco	NOUN
biomedich-642	244	2	-	-	PUNCT
biomedich-642	244	3	friendly	friendly	ADJ
biomedich-642	244	4	methods	method	NOUN
biomedich-642	244	5	for	for	ADP
biomedich-642	244	6	extraction	extraction	NOUN
biomedich-642	244	7	and	and	CCONJ
biomedich-642	244	8	modification	modification	NOUN
biomedich-642	244	9	of	of	ADP
biomedich-642	244	10	cellulose	cellulose	NOUN
biomedich-642	244	11	:	:	PUNCT
biomedich-642	244	12	an	an	DET
biomedich-642	244	13	overview	overview	NOUN
biomedich-642	244	14	.	.	PUNCT
biomedich-642	245	1	polymers	polymer	NOUN
biomedich-642	245	2	,	,	PUNCT
biomedich-642	245	3	15	15	NUM
biomedich-642	245	4	,	,	PUNCT
biomedich-642	245	5	3138	3138	NUM
biomedich-642	245	6	.	.	PUNCT
biomedich-642	246	1	mahmud	mahmud	PROPN
biomedich-642	246	2	,	,	PUNCT
biomedich-642	246	3	m.	m.	NOUN
biomedich-642	246	4	a.	a.	PROPN
biomedich-642	246	5	&	&	CCONJ
biomedich-642	246	6	anannya	anannya	PROPN
biomedich-642	246	7	,	,	PUNCT
biomedich-642	246	8	f.	f.	PROPN
biomedich-642	246	9	r.	r.	PROPN
biomedich-642	246	10	(	(	PUNCT
biomedich-642	246	11	2021	2021	NUM
biomedich-642	246	12	)	)	PUNCT
biomedich-642	246	13	.	.	PUNCT
biomedich-642	247	1	sugarcane	sugarcane	NOUN
biomedich-642	247	2	bagasse	bagasse	NOUN
biomedich-642	247	3	:	:	PUNCT
biomedich-642	247	4	a	a	DET
biomedich-642	247	5	source	source	NOUN
biomedich-642	247	6	of	of	ADP
biomedich-642	247	7	cellulosic	cellulosic	NOUN
biomedich-642	247	8	fiber	fiber	NOUN
biomedich-642	247	9	for	for	ADP
biomedich-642	247	10	diverse	diverse	ADJ
biomedich-642	247	11	applications	application	NOUN
biomedich-642	247	12	.	.	PUNCT
biomedich-642	248	1	heliyon	heliyon	NOUN
biomedich-642	248	2	,	,	PUNCT
biomedich-642	248	3	e07771	e07771	PROPN
biomedich-642	248	4	.	.	PUNCT
biomedich-642	249	1	https://doi.org/10.1016/j.heliyon.2021.e07771	https://doi.org/10.1016/j.heliyon.2021.e07771	PROPN
biomedich-642	249	2	.	.	PUNCT
biomedich-642	250	1	melesse	melesse	PROPN
biomedich-642	250	2	,	,	PUNCT
biomedich-642	250	3	g.	g.	PROPN
biomedich-642	250	4	t.	t.	PROPN
biomedich-642	250	5	,	,	PUNCT
biomedich-642	250	6	hone	hone	NOUN
biomedich-642	250	7	,	,	PUNCT
biomedich-642	250	8	f.	f.	PROPN
biomedich-642	250	9	g.	g.	PROPN
biomedich-642	250	10	&	&	CCONJ
biomedich-642	250	11	mekonnen	mekonnen	PROPN
biomedich-642	250	12	,	,	PUNCT
biomedich-642	250	13	m.	m.	NOUN
biomedich-642	250	14	a.	a.	NOUN
biomedich-642	250	15	(	(	PUNCT
biomedich-642	250	16	2022	2022	NUM
biomedich-642	250	17	)	)	PUNCT
biomedich-642	250	18	.	.	PUNCT
biomedich-642	251	1	extraction	extraction	NOUN
biomedich-642	251	2	of	of	ADP
biomedich-642	251	3	cellulose	cellulose	NOUN
biomedich-642	251	4	from	from	ADP
biomedich-642	251	5	sugarcane	sugarcane	NOUN
biomedich-642	251	6	bagasse	bagasse	NOUN
biomedich-642	251	7	optimization	optimization	NOUN
biomedich-642	251	8	and	and	CCONJ
biomedich-642	251	9	characterization	characterization	NOUN
biomedich-642	251	10	.	.	PUNCT
biomedich-642	252	1	adv	adv	PROPN
biomedich-642	252	2	.	.	PUNCT
biomedich-642	252	3	mater	mater	PROPN
biomedich-642	252	4	.	.	PUNCT
biomedich-642	253	1	sci	sci	PROPN
biomedich-642	253	2	.	.	PUNCT
biomedich-642	254	1	eng	eng	PROPN
biomedich-642	254	2	.	.	PROPN
biomedich-642	254	3	2022	2022	NUM
biomedich-642	254	4	,	,	PUNCT
biomedich-642	254	5	1712207	1712207	NUM
biomedich-642	254	6	.	.	PUNCT
biomedich-642	255	1	moald	moald	NOUN
biomedich-642	255	2	(	(	PUNCT
biomedich-642	255	3	2023	2023	NUM
biomedich-642	255	4	)	)	PUNCT
biomedich-642	255	5	.	.	PUNCT
biomedich-642	256	1	statistical	statistical	ADJ
biomedich-642	256	2	information	information	NOUN
biomedich-642	256	3	on	on	ADP
biomedich-642	256	4	nepalese	nepalese	ADJ
biomedich-642	256	5	agriculture	agriculture	NOUN
biomedich-642	256	6	2078/79	2078/79	NUM
biomedich-642	256	7	(	(	PUNCT
biomedich-642	256	8	2021/22	2021/22	NUM
biomedich-642	256	9	)	)	PUNCT
biomedich-642	256	10	.	.	PUNCT
biomedich-642	257	1	ministry	ministry	PROPN
biomedich-642	257	2	of	of	ADP
biomedich-642	257	3	agriculture	agriculture	PROPN
biomedich-642	257	4	and	and	CCONJ
biomedich-642	257	5	livestock	livestock	NOUN
biomedich-642	257	6	development	development	NOUN
biomedich-642	257	7	.	.	PUNCT
biomedich-642	258	1	mukherjee	mukherjee	PROPN
biomedich-642	258	2	a.	a.	PROPN
biomedich-642	258	3	,	,	PUNCT
biomedich-642	258	4	dumont	dumont	PROPN
biomedich-642	258	5	m.j	m.j	PROPN
biomedich-642	258	6	.	.	PROPN
biomedich-642	258	7	,	,	PUNCT
biomedich-642	258	8	raghava	raghava	NOUN
biomedich-642	258	9	v.	v.	X
biomedich-642	258	10	(	(	PUNCT
biomedich-642	258	11	2015	2015	NUM
biomedich-642	258	12	)	)	PUNCT
biomedich-642	258	13	.	.	PUNCT
biomedich-642	259	1	review	review	NOUN
biomedich-642	259	2	:	:	PUNCT
biomedich-642	259	3	sustainable	sustainable	ADJ
biomedich-642	259	4	production	production	NOUN
biomedich-642	259	5	of	of	ADP
biomedich-642	259	6	hydroxymethylfurfural	hydroxymethylfurfural	ADJ
biomedich-642	259	7	and	and	CCONJ
biomedich-642	259	8	levulinic	levulinic	ADJ
biomedich-642	259	9	acid	acid	NOUN
biomedich-642	259	10	:	:	PUNCT
biomedich-642	259	11	challenges	challenge	NOUN
biomedich-642	259	12	and	and	CCONJ
biomedich-642	259	13	opportunities	opportunity	NOUN
biomedich-642	259	14	.	.	PUNCT
biomedich-642	260	1	biomass	biomass	NOUN
biomedich-642	260	2	bioenergy	bioenergy	NOUN
biomedich-642	260	3	.	.	PUNCT
biomedich-642	261	1	72	72	NUM
biomedich-642	261	2	143–183	143–183	NUM
biomedich-642	261	3	.	.	PUNCT
biomedich-642	262	1	10.1016	10.1016	NUM
biomedich-642	262	2	/	/	SYM
biomedich-642	262	3	j.biombioe.2014.11.007	j.biombioe.2014.11.007	PROPN
biomedich-642	262	4	mukherjee	mukherjee	PROPN
biomedich-642	262	5	,	,	PUNCT
biomedich-642	262	6	a.	a.	PROPN
biomedich-642	262	7	,	,	PUNCT
biomedich-642	262	8	dumont	dumont	PROPN
biomedich-642	262	9	,	,	PUNCT
biomedich-642	262	10	m.j	m.j	PROPN
biomedich-642	262	11	.	.	PROPN
biomedich-642	262	12	&	&	CCONJ
biomedich-642	262	13	raghavan	raghavan	PROPN
biomedich-642	262	14	,	,	PUNCT
biomedich-642	262	15	v.	v.	PROPN
biomedich-642	262	16	(	(	PUNCT
biomedich-642	262	17	2015	2015	NUM
biomedich-642	262	18	)	)	PUNCT
biomedich-642	262	19	.	.	PUNCT
biomedich-642	263	1	review	review	NOUN
biomedich-642	263	2	:	:	PUNCT
biomedich-642	263	3	sustainable	sustainable	ADJ
biomedich-642	263	4	production	production	NOUN
biomedich-642	263	5	of	of	ADP
biomedich-642	263	6	hydroxymethylfurfural	hydroxymethylfurfural	ADJ
biomedich-642	263	7	and	and	CCONJ
biomedich-642	263	8	levulinic	levulinic	ADJ
biomedich-642	263	9	acid	acid	NOUN
biomedich-642	263	10	:	:	PUNCT
biomedich-642	263	11	challenges	challenge	NOUN
biomedich-642	263	12	and	and	CCONJ
biomedich-642	263	13	opportunities	opportunity	NOUN
biomedich-642	263	14	,	,	PUNCT
biomedich-642	263	15	biomass	biomass	NOUN
biomedich-642	263	16	bioenergy	bioenergy	NOUN
biomedich-642	263	17	,	,	PUNCT
biomedich-642	263	18	72:143	72:143	PROPN
biomedich-642	263	19	-	-	SYM
biomedich-642	263	20	183	183	NUM
biomedich-642	263	21	.	.	PUNCT
biomedich-642	264	1	nandiyanto	nandiyanto	PROPN
biomedich-642	264	2	,	,	PUNCT
biomedich-642	264	3	a.	a.	PROPN
biomedich-642	264	4	b.	b.	PROPN
biomedich-642	264	5	d.	d.	PROPN
biomedich-642	264	6	,	,	PUNCT
biomedich-642	264	7	oktiani	oktiani	PROPN
biomedich-642	264	8	,	,	PUNCT
biomedich-642	264	9	r.	r.	PROPN
biomedich-642	264	10	&	&	CCONJ
biomedich-642	264	11	ragadhita	ragadhita	PROPN
biomedich-642	264	12	,	,	PUNCT
biomedich-642	264	13	r.	r.	PROPN
biomedich-642	264	14	(	(	PUNCT
biomedich-642	264	15	2019	2019	NUM
biomedich-642	264	16	)	)	PUNCT
biomedich-642	264	17	.	.	PUNCT
biomedich-642	265	1	how	how	SCONJ
biomedich-642	265	2	to	to	PART
biomedich-642	265	3	read	read	VERB
biomedich-642	265	4	and	and	CCONJ
biomedich-642	265	5	interpret	interpret	VERB
biomedich-642	265	6	ftir	ftir	PROPN
biomedich-642	265	7	spectroscope	spectroscope	NOUN
biomedich-642	265	8	of	of	ADP
biomedich-642	265	9	organic	organic	ADJ
biomedich-642	265	10	material	material	NOUN
biomedich-642	265	11	.	.	PUNCT
biomedich-642	266	1	indonesian	indonesian	PROPN
biomedich-642	266	2	j.	j.	PROPN
biomedich-642	266	3	sci	sci	PROPN
biomedich-642	266	4	.	.	PROPN
biomedich-642	266	5	technol	technol	PROPN
biomedich-642	266	6	.	.	PROPN
biomedich-642	267	1	4	4	NUM
biomedich-642	267	2	,	,	PUNCT
biomedich-642	267	3	97–118	97–118	NUM
biomedich-642	267	4	.	.	PUNCT
biomedich-642	267	5	nigeria	nigeria	PROPN
biomedich-642	267	6	levulinic	levulinic	PROPN
biomedich-642	267	7	acid	acid	PROPN
biomedich-642	267	8	market	market	NOUN
biomedich-642	267	9	(	(	PUNCT
biomedich-642	267	10	nlam	nlam	PROPN
biomedich-642	267	11	)	)	PUNCT
biomedich-642	267	12	(	(	PUNCT
biomedich-642	267	13	2024	2024	NUM
biomedich-642	267	14	)	)	PUNCT
biomedich-642	267	15	.	.	PUNCT
biomedich-642	268	1	outlook	outlook	NOUN
biomedich-642	268	2	value	value	NOUN
biomedich-642	268	3	,	,	PUNCT
biomedich-642	268	4	size	size	NOUN
biomedich-642	268	5	,	,	PUNCT
biomedich-642	268	6	revenue	revenue	NOUN
biomedich-642	268	7	,	,	PUNCT
biomedich-642	268	8	growth	growth	NOUN
biomedich-642	268	9	,	,	PUNCT
biomedich-642	268	10	analysis	analysis	NOUN
biomedich-642	268	11	,	,	PUNCT
biomedich-642	268	12	industry	industry	NOUN
biomedich-642	268	13	,	,	PUNCT
biomedich-642	268	14	forecast	forecast	NOUN
biomedich-642	268	15	,	,	PUNCT
biomedich-642	268	16	companies	company	NOUN
biomedich-642	268	17	,	,	PUNCT
biomedich-642	268	18	trends	trend	NOUN
biomedich-642	268	19	&	&	CCONJ
biomedich-642	268	20	share	share	NOUN
biomedich-642	268	21	.	.	PUNCT
biomedich-642	269	1	https://www.6wresearch.com/industry-report/nigerialevulinicacid-market	https://www.6wresearch.com/industry-report/nigerialevulinicacid-market	ADP
biomedich-642	269	2	rahmayanti	rahmayanti	PROPN
biomedich-642	269	3	,	,	PUNCT
biomedich-642	269	4	h.	h.	PROPN
biomedich-642	269	5	&	&	CCONJ
biomedich-642	269	6	asma	asma	PROPN
biomedich-642	269	7	,	,	PUNCT
biomedich-642	269	8	a.	a.	NOUN
biomedich-642	269	9	(	(	PUNCT
biomedich-642	269	10	2022	2022	NUM
biomedich-642	269	11	)	)	PUNCT
biomedich-642	269	12	.	.	PUNCT
biomedich-642	270	1	development	development	NOUN
biomedich-642	270	2	and	and	CCONJ
biomedich-642	270	3	characterization	characterization	NOUN
biomedich-642	270	4	of	of	ADP
biomedich-642	270	5	paper	paper	NOUN
biomedich-642	270	6	from	from	ADP
biomedich-642	270	7	corn	corn	NOUN
biomedich-642	270	8	husks	husk	NOUN
biomedich-642	270	9	as	as	ADP
biomedich-642	270	10	a	a	DET
biomedich-642	270	11	new	new	ADJ
biomedich-642	270	12	material	material	NOUN
biomedich-642	270	13	for	for	ADP
biomedich-642	270	14	newsprint	newsprint	NOUN
biomedich-642	270	15	.	.	PUNCT
biomedich-642	271	1	european	european	PROPN
biomedich-642	271	2	alliance	alliance	PROPN
biomedich-642	271	3	for	for	ADP
biomedich-642	271	4	innovation	innovation	NOUN
biomedich-642	271	5	.	.	PUNCT
biomedich-642	272	1	https://doi	https://doi	X
biomedich-642	272	2	.	.	PUNCT
biomedich-642	272	3	org/10.4108	org/10.4108	PROPN
biomedich-642	272	4	/	/	SYM
biomedich-642	272	5	eai.16	eai.16	ADJ
biomedich-642	272	6	-	-	PUNCT
biomedich-642	272	7	11	11	NUM
biomedich-642	272	8	-	-	SYM
biomedich-642	272	9	2022.23261	2022.23261	NUM
biomedich-642	272	10	22	22	NUM
biomedich-642	272	11	.	.	PUNCT
biomedich-642	273	1	ramli	ramli	PROPN
biomedich-642	273	2	,	,	PUNCT
biomedich-642	273	3	n.	n.	PROPN
biomedich-642	273	4	a.	a.	PROPN
biomedich-642	273	5	,	,	PUNCT
biomedich-642	273	6	&	&	CCONJ
biomedich-642	273	7	amin	amin	PROPN
biomedich-642	273	8	,	,	PUNCT
biomedich-642	273	9	n.	n.	PROPN
biomedich-642	273	10	a.	a.	PROPN
biomedich-642	273	11	(	(	PUNCT
biomedich-642	273	12	2015	2015	NUM
biomedich-642	273	13	)	)	PUNCT
biomedich-642	273	14	.	.	PUNCT
biomedich-642	274	1	optimization	optimization	NOUN
biomedich-642	274	2	of	of	ADP
biomedich-642	274	3	renewable	renewable	ADJ
biomedich-642	274	4	levulinic	levulinic	NOUN
biomedich-642	274	5	acid	acid	NOUN
biomedich-642	274	6	production	production	NOUN
biomedich-642	274	7	from	from	ADP
biomedich-642	274	8	glucose	glucose	NOUN
biomedich-642	274	9	conversion	conversion	NOUN
biomedich-642	274	10	catalysed	catalyse	VERB
biomedich-642	274	11	by	by	ADP
biomedich-642	274	12	fe	fe	PROPN
biomedich-642	274	13	/	/	SYM
biomedich-642	274	14	hy	hy	PROPN
biomedich-642	274	15	zeolite	zeolite	NOUN
biomedich-642	274	16	catalyst	catalyst	NOUN
biomedich-642	274	17	in	in	ADP
biomedich-642	274	18	aqueous	aqueous	ADJ
biomedich-642	274	19	medium	medium	NOUN
biomedich-642	274	20	.	.	PUNCT
biomedich-642	275	1	energy	energy	NOUN
biomedich-642	275	2	conversion	conversion	NOUN
biomedich-642	275	3	and	and	CCONJ
biomedich-642	275	4	management	management	NOUN
biomedich-642	275	5	,	,	PUNCT
biomedich-642	275	6	95	95	NUM
biomedich-642	275	7	,	,	PUNCT
biomedich-642	275	8	1019	1019	NUM
biomedich-642	275	9	.	.	PUNCT
biomedich-642	276	1	rasheed	rasheed	NOUN
biomedich-642	276	2	,	,	PUNCT
biomedich-642	276	3	h.	h.	PROPN
biomedich-642	276	4	a.	a.	PROPN
biomedich-642	276	5	et	et	PROPN
biomedich-642	276	6	al	al	PROPN
biomedich-642	276	7	.	.	PROPN
biomedich-642	276	8	(	(	PUNCT
biomedich-642	276	9	2023	2023	NUM
biomedich-642	276	10	)	)	PUNCT
biomedich-642	276	11	.	.	PUNCT
biomedich-642	277	1	compositional	compositional	ADJ
biomedich-642	277	2	analysis	analysis	NOUN
biomedich-642	277	3	and	and	CCONJ
biomedich-642	277	4	characterisation	characterisation	NOUN
biomedich-642	277	5	of	of	ADP
biomedich-642	277	6	non	non	ADJ
biomedich-642	277	7	-	-	ADJ
biomedich-642	277	8	edible	edible	ADJ
biomedich-642	277	9	plant	plant	NOUN
biomedich-642	277	10	biomass	biomass	NOUN
biomedich-642	277	11	for	for	ADP
biomedich-642	277	12	carboxymethyl	carboxymethyl	NOUN
biomedich-642	277	13	cellulose	cellulose	NOUN
biomedich-642	277	14	production	production	NOUN
biomedich-642	277	15	.	.	PUNCT
biomedich-642	278	1	in	in	ADP
biomedich-642	278	2	2023	2023	NUM
biomedich-642	278	3	2nd	2nd	ADJ
biomedich-642	278	4	international	international	ADJ
biomedich-642	278	5	conference	conference	NOUN
biomedich-642	278	6	on	on	ADP
biomedich-642	278	7	multidisciplinary	multidisciplinary	ADJ
biomedich-642	278	8	engineering	engineering	NOUN
biomedich-642	278	9	and	and	CCONJ
biomedich-642	278	10	applied	apply	VERB
biomedich-642	278	11	science	science	NOUN
biomedich-642	278	12	(	(	PUNCT
biomedich-642	278	13	icmeas	icmea	NOUN
biomedich-642	278	14	)	)	PUNCT
biomedich-642	278	15	1–5	1–5	PROPN
biomedich-642	278	16	(	(	PUNCT
biomedich-642	278	17	ieee	ieee	NOUN
biomedich-642	278	18	,	,	PUNCT
biomedich-642	278	19	2023	2023	NUM
biomedich-642	278	20	)	)	PUNCT
biomedich-642	278	21	https://doi.org/10.1109/icmeas58693.2023.10379365	https://doi.org/10.1109/icmeas58693.2023.10379365	NOUN
biomedich-642	278	22	.	.	PUNCT
biomedich-642	279	1	rasika	rasika	PROPN
biomedich-642	279	2	,	,	PUNCT
biomedich-642	279	3	a	a	PRON
biomedich-642	279	4	,	,	PUNCT
biomedich-642	279	5	s.	s.	PROPN
biomedich-642	279	6	m.	m.	PROPN
biomedich-642	279	7	chavan	chavan	PROPN
biomedich-642	279	8	,	,	PUNCT
biomedich-642	279	9	jayant	jayant	PROPN
biomedich-642	279	10	ghatge	ghatge	PROPN
biomedich-642	279	11	,	,	PUNCT
biomedich-642	279	12	sravya	sravya	PROPN
biomedich-642	279	13	gopi	gopi	PROPN
biomedich-642	279	14	,	,	PUNCT
biomedich-642	279	15	k.	k.	PROPN
biomedich-642	279	16	,	,	PUNCT
biomedich-642	279	17	&	&	CCONJ
biomedich-642	279	18	prathapan	prathapan	PROPN
biomedich-642	279	19	(	(	PUNCT
biomedich-642	279	20	2024	2024	NUM
biomedich-642	279	21	)	)	PUNCT
biomedich-642	279	22	.	.	PUNCT
biomedich-642	280	1	review	review	NOUN
biomedich-642	280	2	paper	paper	NOUN
biomedich-642	280	3	on	on	ADP
biomedich-642	280	4	millet	millet	PROPN
biomedich-642	280	5	:	:	PUNCT
biomedich-642	280	6	production	production	NOUN
biomedich-642	280	7	,	,	PUNCT
biomedich-642	280	8	nutrients	nutrient	NOUN
biomedich-642	280	9	,	,	PUNCT
biomedich-642	280	10	processing	processing	NOUN
biomedich-642	280	11	,	,	PUNCT
biomedich-642	280	12	and	and	CCONJ
biomedich-642	280	13	food	food	NOUN
biomedich-642	280	14	products	product	NOUN
biomedich-642	280	15	for	for	ADP
biomedich-642	280	16	health	health	NOUN
biomedich-642	280	17	and	and	CCONJ
biomedich-642	280	18	sustainability	sustainability	NOUN
biomedich-642	280	19	,	,	PUNCT
biomedich-642	280	20	international	international	ADJ
biomedich-642	280	21	journal	journal	NOUN
biomedich-642	280	22	of	of	ADP
biomedich-642	280	23	environment	environment	NOUN
biomedich-642	280	24	,	,	PUNCT
biomedich-642	280	25	agriculture	agriculture	NOUN
biomedich-642	280	26	and	and	CCONJ
biomedich-642	280	27	biotechnology	biotechnology	NOUN
biomedich-642	280	28	.	.	PUNCT
biomedich-642	281	1	9(3	9(3	NUM
biomedich-642	281	2	)	)	PUNCT
biomedich-642	281	3	,	,	PUNCT
biomedich-642	281	4	2456	2456	NUM
biomedich-642	281	5	-	-	SYM
biomedich-642	281	6	1878	1878	NUM
biomedich-642	281	7	.	.	PUNCT
biomedich-642	282	1	https://dx.doi.org/10.22161/ijeab.93.10	https://dx.doi.org/10.22161/ijeab.93.10	PROPN
biomedich-642	282	2	sajid	sajid	PROPN
biomedich-642	282	3	,	,	PUNCT
biomedich-642	282	4	m.	m.	NOUN
biomedich-642	282	5	,	,	PUNCT
biomedich-642	282	6	farooq	farooq	PROPN
biomedich-642	282	7	,	,	PUNCT
biomedich-642	282	8	u.	u.	PROPN
biomedich-642	282	9	,	,	PUNCT
biomedich-642	282	10	bary	bary	PROPN
biomedich-642	282	11	,	,	PUNCT
biomedich-642	282	12	g.	g.	PROPN
biomedich-642	282	13	,	,	PUNCT
biomedich-642	282	14	azim	azim	PROPN
biomedich-642	282	15	,	,	PUNCT
biomedich-642	282	16	m.	m.	NOUN
biomedich-642	282	17	m.	m.	NOUN
biomedich-642	282	18	,	,	PUNCT
biomedich-642	282	19	&	&	CCONJ
biomedich-642	282	20	zhao	zhao	PROPN
biomedich-642	282	21	,	,	PUNCT
biomedich-642	282	22	x.	x.	NOUN
biomedich-642	282	23	(	(	PUNCT
biomedich-642	282	24	2021	2021	NUM
biomedich-642	282	25	)	)	PUNCT
biomedich-642	282	26	.	.	PUNCT
biomedich-642	283	1	sustainable	sustainable	ADJ
biomedich-642	283	2	production	production	NOUN
biomedich-642	283	3	of	of	ADP
biomedich-642	283	4	levulinic	levulinic	NOUN
biomedich-642	283	5	acid	acid	NOUN
biomedich-642	283	6	and	and	CCONJ
biomedich-642	283	7	its	its	PRON
biomedich-642	283	8	derivatives	derivative	NOUN
biomedich-642	283	9	for	for	ADP
biomedich-642	283	10	fuel	fuel	NOUN
biomedich-642	283	11	additives	additive	NOUN
biomedich-642	283	12	and	and	CCONJ
biomedich-642	283	13	chemicals	chemical	NOUN
biomedich-642	283	14	:	:	PUNCT
biomedich-642	283	15	progress	progress	NOUN
biomedich-642	283	16	,	,	PUNCT
biomedich-642	283	17	challenges	challenge	NOUN
biomedich-642	283	18	,	,	PUNCT
biomedich-642	283	19	and	and	CCONJ
biomedich-642	283	20	ibrahim	ibrahim	PROPN
biomedich-642	283	21	et	et	PROPN
biomedich-642	283	22	al	al	PROPN
biomedich-642	283	23	.	.	PROPN
biomedich-642	283	24	–	–	PUNCT
biomedich-642	283	25	application	application	NOUN
biomedich-642	283	26	of	of	ADP
biomedich-642	283	27	taguchi	taguchi	PROPN
biomedich-642	283	28	experimental	experimental	ADJ
biomedich-642	283	29	design	design	NOUN
biomedich-642	283	30	in	in	ADP
biomedich-642	283	31	optimization	optimization	NOUN
biomedich-642	283	32	…	…	PUNCT
biomedich-642	283	33	633	633	NUM
biomedich-642	283	34	prospects	prospect	NOUN
biomedich-642	283	35	.	.	PUNCT
biomedich-642	284	1	green	green	ADJ
biomedich-642	284	2	chem	chem	NOUN
biomedich-642	284	3	.	.	PUNCT
biomedich-642	285	1	23	23	NUM
biomedich-642	285	2	,	,	PUNCT
biomedich-642	285	3	9198–9238	9198–9238	NUM
biomedich-642	285	4	.	.	PUNCT
biomedich-642	286	1	doi:10.1039/	doi:10.1039/	VERB
biomedich-642	286	2	d1gc02919c	d1gc02919c	PROPN
biomedich-642	286	3	santiago	santiago	PROPN
biomedich-642	286	4	,	,	PUNCT
biomedich-642	286	5	b.	b.	PROPN
biomedich-642	286	6	l.	l.	PROPN
biomedich-642	286	7	s.	s.	PROPN
biomedich-642	286	8	,	,	PUNCT
biomedich-642	286	9	and	and	CCONJ
biomedich-642	286	10	guirardello	guirardello	PROPN
biomedich-642	286	11	,	,	PUNCT
biomedich-642	286	12	r.	r.	PROPN
biomedich-642	286	13	(	(	PUNCT
biomedich-642	286	14	2020	2020	NUM
biomedich-642	286	15	)	)	PUNCT
biomedich-642	286	16	.	.	PUNCT
biomedich-642	287	1	optimal	optimal	ADJ
biomedich-642	287	2	flowsheet	flowsheet	ADJ
biomedich-642	287	3	design	design	NOUN
biomedich-642	287	4	for	for	ADP
biomedich-642	287	5	levulinic	levulinic	NOUN
biomedich-642	287	6	acid	acid	NOUN
biomedich-642	287	7	production	production	NOUN
biomedich-642	287	8	from	from	ADP
biomedich-642	287	9	lignocellulosic	lignocellulosic	ADJ
biomedich-642	287	10	biomass	biomass	NOUN
biomedich-642	287	11	:	:	PUNCT
biomedich-642	287	12	a	a	DET
biomedich-642	287	13	superstructure	superstructure	NOUN
biomedich-642	287	14	-	-	PUNCT
biomedich-642	287	15	based	base	VERB
biomedich-642	287	16	approach	approach	NOUN
biomedich-642	287	17	.	.	PUNCT
biomedich-642	288	1	chem	chem	NOUN
biomedich-642	288	2	.	.	PUNCT
biomedich-642	289	1	eng	eng	PROPN
biomedich-642	289	2	.	.	PUNCT
biomedich-642	290	1	trans	trans	PROPN
biomedich-642	290	2	.	.	PROPN
biomedich-642	291	1	80	80	NUM
biomedich-642	291	2	,	,	PUNCT
biomedich-642	291	3	145–150	145–150	NUM
biomedich-642	291	4	.	.	PUNCT
biomedich-642	291	5	doi:10.3303	doi:10.3303	PROPN
biomedich-642	291	6	/	/	SYM
biomedich-642	291	7	cet2080025	cet2080025	NOUN
biomedich-642	291	8	sherwood	sherwood	PROPN
biomedich-642	291	9	,	,	PUNCT
biomedich-642	291	10	j.	j.	PROPN
biomedich-642	291	11	(	(	PUNCT
biomedich-642	291	12	2020	2020	NUM
biomedich-642	291	13	)	)	PUNCT
biomedich-642	291	14	.	.	PUNCT
biomedich-642	292	1	the	the	DET
biomedich-642	292	2	significance	significance	NOUN
biomedich-642	292	3	of	of	ADP
biomedich-642	292	4	biomass	biomass	NOUN
biomedich-642	292	5	in	in	ADP
biomedich-642	292	6	a	a	DET
biomedich-642	292	7	circular	circular	ADJ
biomedich-642	292	8	economy	economy	NOUN
biomedich-642	292	9	.	.	PUNCT
biomedich-642	293	1	bioresour	bioresour	PROPN
biomedich-642	293	2	.	.	PUNCT
biomedich-642	294	1	technol	technol	PROPN
biomedich-642	294	2	.	.	PROPN
biomedich-642	295	1	300	300	NUM
biomedich-642	295	2	,	,	PUNCT
biomedich-642	295	3	122755	122755	NUM
biomedich-642	295	4	.	.	PUNCT
biomedich-642	296	1	doi:10.1016	doi:10.1016	PROPN
biomedich-642	296	2	/	/	SYM
biomedich-642	296	3	j.biortech.2020.122755	j.biortech.2020.122755	PROPN
biomedich-642	296	4	signoretto	signoretto	PROPN
biomedich-642	296	5	,	,	PUNCT
biomedich-642	296	6	m.	m.	NOUN
biomedich-642	296	7	,	,	PUNCT
biomedich-642	296	8	taghavi	taghavi	VERB
biomedich-642	296	9	,	,	PUNCT
biomedich-642	296	10	s.	s.	PROPN
biomedich-642	296	11	,	,	PUNCT
biomedich-642	296	12	ghedini	ghedini	PROPN
biomedich-642	296	13	,	,	PUNCT
biomedich-642	296	14	e.	e.	PROPN
biomedich-642	296	15	,	,	PUNCT
biomedich-642	296	16	and	and	CCONJ
biomedich-642	296	17	menegazzo	menegazzo	PROPN
biomedich-642	296	18	,	,	PUNCT
biomedich-642	296	19	f.	f.	PROPN
biomedich-642	296	20	(	(	PUNCT
biomedich-642	296	21	2019	2019	NUM
biomedich-642	296	22	)	)	PUNCT
biomedich-642	296	23	.	.	PUNCT
biomedich-642	297	1	catalytic	catalytic	ADJ
biomedich-642	297	2	production	production	NOUN
biomedich-642	297	3	of	of	ADP
biomedich-642	297	4	levulinic	levulinic	NOUN
biomedich-642	297	5	acid	acid	NOUN
biomedich-642	297	6	(	(	PUNCT
biomedich-642	297	7	la	la	PROPN
biomedich-642	297	8	)	)	PUNCT
biomedich-642	297	9	from	from	ADP
biomedich-642	297	10	actual	actual	ADJ
biomedich-642	297	11	biomass	biomass	NOUN
biomedich-642	297	12	.	.	PUNCT
biomedich-642	298	1	molecules	molecule	NOUN
biomedich-642	298	2	,	,	PUNCT
biomedich-642	298	3	24	24	NUM
biomedich-642	298	4	,	,	PUNCT
biomedich-642	298	5	2760	2760	NUM
biomedich-642	298	6	.	.	PUNCT
biomedich-642	299	1	doi:10	doi:10	PROPN
biomedich-642	299	2	.	.	PUNCT
biomedich-642	300	1	3390	3390	NUM
biomedich-642	300	2	/	/	SYM
biomedich-642	300	3	molecules24152760	molecules24152760	PROPN
biomedich-642	300	4	sluiter	sluiter	NOUN
biomedich-642	300	5	,	,	PUNCT
biomedich-642	300	6	a.	a.	PROPN
biomedich-642	300	7	,	,	PUNCT
biomedich-642	300	8	hames	hames	PROPN
biomedich-642	300	9	,	,	PUNCT
biomedich-642	300	10	b.	b.	PROPN
biomedich-642	300	11	,	,	PUNCT
biomedich-642	300	12	ruiz	ruiz	PROPN
biomedich-642	300	13	,	,	PUNCT
biomedich-642	300	14	r.	r.	PROPN
biomedich-642	300	15	,	,	PUNCT
biomedich-642	300	16	scarlata	scarlata	PROPN
biomedich-642	300	17	,	,	PUNCT
biomedich-642	300	18	c.	c.	PROPN
biomedich-642	300	19	,sluiter	,sluiter	PROPN
biomedich-642	300	20	,	,	PUNCT
biomedich-642	300	21	j.	j.	PROPN
biomedich-642	300	22	and	and	CCONJ
biomedich-642	300	23	templeton	templeton	PROPN
biomedich-642	300	24	,	,	PUNCT
biomedich-642	300	25	d.	d.	PROPN
biomedich-642	300	26	(	(	PUNCT
biomedich-642	300	27	2002	2002	NUM
biomedich-642	300	28	)	)	PUNCT
biomedich-642	300	29	.	.	PUNCT
biomedich-642	301	1	determination	determination	NOUN
biomedich-642	301	2	of	of	ADP
biomedich-642	301	3	structural	structural	ADJ
biomedich-642	301	4	carbohydrates	carbohydrate	NOUN
biomedich-642	301	5	and	and	CCONJ
biomedich-642	301	6	lignin	lignin	NOUN
biomedich-642	301	7	in	in	ADP
biomedich-642	301	8	biomass	biomass	NOUN
biomedich-642	301	9	:	:	PUNCT
biomedich-642	301	10	laboratory	laboratory	NOUN
biomedich-642	301	11	analytical	analytical	ADJ
biomedich-642	301	12	procedure	procedure	NOUN
biomedich-642	301	13	(	(	PUNCT
biomedich-642	301	14	lap).425	lap).425	NOUN
biomedich-642	301	15	-	-	PUNCT
biomedich-642	301	16	479	479	NUM
biomedich-642	301	17	souza	souza	PROPN
biomedich-642	301	18	,	,	PUNCT
biomedich-642	301	19	a.g	a.g	PROPN
biomedich-642	301	20	.	.	PROPN
biomedich-642	301	21	,	,	PUNCT
biomedich-642	301	22	de	de	PROPN
biomedich-642	301	23	-	-	NOUN
biomedich-642	301	24	kano	kano	PROPN
biomedich-642	301	25	,	,	PUNCT
biomedich-642	301	26	f.s	f.s	PROPN
biomedich-642	301	27	.	.	PROPN
biomedich-642	301	28	,	,	PUNCT
biomedich-642	301	29	&	&	CCONJ
biomedich-642	301	30	bonvent	bonvent	PROPN
biomedich-642	301	31	,	,	PUNCT
biomedich-642	301	32	j.j	j.j	PROPN
biomedich-642	301	33	.	.	PROPN
biomedich-642	301	34	(	(	PUNCT
biomedich-642	301	35	2017	2017	NUM
biomedich-642	301	36	)	)	PUNCT
biomedich-642	301	37	.	.	PUNCT
biomedich-642	302	1	cellulose	cellulose	NOUN
biomedich-642	302	2	nanostructures	nanostructure	NOUN
biomedich-642	302	3	obtained	obtain	VERB
biomedich-642	302	4	from	from	ADP
biomedich-642	302	5	waste	waste	NOUN
biomedich-642	302	6	paper	paper	NOUN
biomedich-642	302	7	industry	industry	NOUN
biomedich-642	302	8	:	:	PUNCT
biomedich-642	302	9	a	a	DET
biomedich-642	302	10	comparison	comparison	NOUN
biomedich-642	302	11	of	of	ADP
biomedich-642	302	12	acid	acid	ADJ
biomedich-642	302	13	and	and	CCONJ
biomedich-642	302	14	mechanical	mechanical	ADJ
biomedich-642	302	15	isolation	isolation	NOUN
biomedich-642	302	16	methods	method	NOUN
biomedich-642	302	17	.	.	PUNCT
biomedich-642	303	1	materials	material	NOUN
biomedich-642	303	2	research	research	NOUN
biomedich-642	303	3	,	,	PUNCT
biomedich-642	303	4	20	20	NUM
biomedich-642	303	5	,	,	PUNCT
biomedich-642	303	6	1	1	NUM
biomedich-642	303	7	-	-	SYM
biomedich-642	303	8	6	6	NUM
biomedich-642	303	9	.	.	PUNCT
biomedich-642	303	10	https://doi.org/10.1590/19805373-mr-2016-0863	https://doi.org/10.1590/19805373-mr-2016-0863	PROPN
biomedich-642	303	11	sulaiman	sulaiman	PROPN
biomedich-642	303	12	,	,	PUNCT
biomedich-642	303	13	f.	f.	PROPN
biomedich-642	303	14	et	et	PROPN
biomedich-642	303	15	al	al	PROPN
biomedich-642	303	16	.	.	PROPN
biomedich-642	303	17	(	(	PUNCT
biomedich-642	303	18	2023	2023	NUM
biomedich-642	303	19	)	)	PUNCT
biomedich-642	303	20	.	.	PUNCT
biomedich-642	304	1	synthesis	synthesis	NOUN
biomedich-642	304	2	and	and	CCONJ
biomedich-642	304	3	characterization	characterization	NOUN
biomedich-642	304	4	of	of	ADP
biomedich-642	304	5	silica	silica	NOUN
biomedich-642	304	6	gel	gel	NOUN
biomedich-642	304	7	from	from	ADP
biomedich-642	304	8	corn	corn	NOUN
biomedich-642	304	9	cob	cob	NOUN
biomedich-642	304	10	skin	skin	NOUN
biomedich-642	304	11	and	and	CCONJ
biomedich-642	304	12	cob	cob	NOUN
biomedich-642	304	13	waste	waste	NOUN
biomedich-642	304	14	.	.	PUNCT
biomedich-642	305	1	in	in	ADP
biomedich-642	305	2	proceedings	proceeding	NOUN
biomedich-642	305	3	of	of	ADP
biomedich-642	305	4	the	the	DET
biomedich-642	305	5	2nd	2nd	ADJ
biomedich-642	305	6	international	international	ADJ
biomedich-642	305	7	conference	conference	NOUN
biomedich-642	305	8	for	for	ADP
biomedich-642	305	9	smart	smart	ADJ
biomedich-642	305	10	agriculture	agriculture	NOUN
biomedich-642	305	11	,	,	PUNCT
biomedich-642	305	12	food	food	NOUN
biomedich-642	305	13	,	,	PUNCT
biomedich-642	305	14	and	and	CCONJ
biomedich-642	305	15	environment	environment	NOUN
biomedich-642	305	16	(	(	PUNCT
biomedich-642	305	17	icsafe	icsafe	ADJ
biomedich-642	305	18	2021	2021	NUM
biomedich-642	305	19	)	)	PUNCT
biomedich-642	305	20	55–62	55–62	NUM
biomedich-642	305	21	(	(	PUNCT
biomedich-642	305	22	atlantis	atlantis	PROPN
biomedich-642	305	23	press	press	PROPN
biomedich-642	305	24	international	international	PROPN
biomedich-642	305	25	bv	bv	PROPN
biomedich-642	305	26	,	,	PUNCT
biomedich-642	305	27	2023	2023	NUM
biomedich-642	305	28	)	)	PUNCT
biomedich-642	305	29	https://	https://	PROPN
biomedich-642	305	30	doi	doi	NOUN
biomedich-642	305	31	.	.	PUNCT
biomedich-642	306	1	org/	org/	PRON
biomedich-642	306	2	10	10	NUM
biomedich-642	306	3	.	.	PUNCT
biomedich-642	307	1	2991/	2991/	NUM
biomedich-642	307	2	97894	97894	NUM
biomedich-642	307	3	6463090	6463090	NUM
biomedich-642	307	4	-	-	PUNCT
biomedich-642	307	5	9_7	9_7	NUM
biomedich-642	307	6	.	.	PUNCT
biomedich-642	308	1	sun	sun	PROPN
biomedich-642	308	2	,	,	PUNCT
biomedich-642	308	3	z.	z.	PROPN
biomedich-642	308	4	,	,	PUNCT
biomedich-642	308	5	xue	xue	PROPN
biomedich-642	308	6	,	,	PUNCT
biomedich-642	308	7	l.	l.	PROPN
biomedich-642	308	8	f.	f.	PROPN
biomedich-642	308	9	,	,	PUNCT
biomedich-642	308	10	wang	wang	PROPN
biomedich-642	308	11	,	,	PUNCT
biomedich-642	308	12	s.	s.	PROPN
biomedich-642	308	13	t.	t.	PROPN
biomedich-642	308	14	,	,	PUNCT
biomedich-642	308	15	wang	wang	PROPN
biomedich-642	308	16	,	,	PUNCT
biomedich-642	308	17	x.	x.	PROPN
biomedich-642	308	18	h.	h.	PROPN
biomedich-642	308	19	,	,	PUNCT
biomedich-642	308	20	&	&	CCONJ
biomedich-642	308	21	shi	shi	PROPN
biomedich-642	308	22	,	,	PUNCT
biomedich-642	308	23	j.	j.	PROPN
biomedich-642	308	24	y.	y.	PROPN
biomedich-642	308	25	(	(	PUNCT
biomedich-642	308	26	2016	2016	NUM
biomedich-642	308	27	)	)	PUNCT
biomedich-642	308	28	.	.	PUNCT
biomedich-642	309	1	single	single	ADJ
biomedich-642	309	2	step	step	NOUN
biomedich-642	309	3	conversion	conversion	NOUN
biomedich-642	309	4	of	of	ADP
biomedich-642	309	5	cellulose	cellulose	NOUN
biomedich-642	309	6	to	to	ADP
biomedich-642	309	7	levulinic	levulinic	NOUN
biomedich-642	309	8	acid	acid	PROPN
biomedich-642	309	9	using	use	VERB
biomedich-642	309	10	temperature	temperature	NOUN
biomedich-642	309	11	-	-	PUNCT
biomedich-642	309	12	responsive	responsive	ADJ
biomedich-642	309	13	dodecaaluminotungstic	dodecaaluminotungstic	ADJ
biomedich-642	309	14	acid	acid	NOUN
biomedich-642	309	15	catalysts	catalyst	NOUN
biomedich-642	309	16	.	.	PUNCT
biomedich-642	310	1	green	green	ADJ
biomedich-642	310	2	chemicals	chemical	NOUN
biomedich-642	310	3	,	,	PUNCT
biomedich-642	310	4	18	18	NUM
biomedich-642	310	5	,	,	PUNCT
biomedich-642	310	6	742	742	NUM
biomedich-642	310	7	-	-	SYM
biomedich-642	310	8	752	752	NUM
biomedich-642	310	9	.	.	PUNCT
biomedich-642	311	1	the	the	DET
biomedich-642	311	2	"	"	PUNCT
biomedich-642	311	3	millets	millet	NOUN
biomedich-642	311	4	market	market	NOUN
biomedich-642	311	5	report	report	NOUN
biomedich-642	311	6	(	(	PUNCT
biomedich-642	311	7	mmr	mmr	PROPN
biomedich-642	311	8	)	)	PUNCT
biomedich-642	311	9	(	(	PUNCT
biomedich-642	311	10	2024	2024	NUM
biomedich-642	311	11	)	)	PUNCT
biomedich-642	311	12	.	.	PUNCT
biomedich-642	312	1	dublin	dublin	PROPN
biomedich-642	312	2	.	.	PUNCT
biomedich-642	313	1	(	(	PUNCT
biomedich-642	313	2	globe	globe	NOUN
biomedich-642	313	3	newswire	newswire	PROPN
biomedich-642	313	4	)	)	PUNCT
biomedich-642	313	5	.	.	PUNCT
biomedich-642	314	1	forecast	forecast	VERB
biomedich-642	314	2	by	by	ADP
biomedich-642	314	3	product	product	NOUN
biomedich-642	314	4	,	,	PUNCT
biomedich-642	314	5	application	application	NOUN
biomedich-642	314	6	,	,	PUNCT
biomedich-642	314	7	distribution	distribution	NOUN
biomedich-642	314	8	channels	channel	NOUN
biomedich-642	314	9	,	,	PUNCT
biomedich-642	314	10	countries	country	NOUN
biomedich-642	314	11	and	and	CCONJ
biomedich-642	314	12	company	company	NOUN
biomedich-642	314	13	analysis	analysis	NOUN
biomedich-642	314	14	2024	2024	NUM
biomedich-642	314	15	-	-	SYM
biomedich-642	314	16	2032	2032	NUM
biomedich-642	314	17	"	"	PUNCT
biomedich-642	314	18	.	.	PUNCT
biomedich-642	315	1	researchandmarkets.com	researchandmarkets.com	X
biomedich-642	315	2	tripathi	tripathi	PROPN
biomedich-642	315	3	,	,	PUNCT
biomedich-642	315	4	m.k	m.k	PROPN
biomedich-642	315	5	.	.	PROPN
biomedich-642	315	6	,	,	PUNCT
biomedich-642	315	7	mohapatra	mohapatra	PROPN
biomedich-642	315	8	,	,	PUNCT
biomedich-642	315	9	d.	d.	PROPN
biomedich-642	315	10	,	,	PUNCT
biomedich-642	315	11	jadam	jadam	PROPN
biomedich-642	315	12	,	,	PUNCT
biomedich-642	315	13	r.s	r.s	PROPN
biomedich-642	315	14	.	.	PROPN
biomedich-642	315	15	,	,	PUNCT
biomedich-642	315	16	pandey	pandey	PROPN
biomedich-642	315	17	,	,	PUNCT
biomedich-642	315	18	s.	s.	PROPN
biomedich-642	315	19	,	,	PUNCT
biomedich-642	315	20	singh	singh	PROPN
biomedich-642	315	21	,	,	PUNCT
biomedich-642	315	22	v.	v.	PROPN
biomedich-642	315	23	,	,	PUNCT
biomedich-642	315	24	kumar	kumar	PROPN
biomedich-642	315	25	,	,	PUNCT
biomedich-642	315	26	v.	v.	PROPN
biomedich-642	315	27	,	,	PUNCT
biomedich-642	315	28	&	&	CCONJ
biomedich-642	315	29	kumar	kumar	PROPN
biomedich-642	315	30	,	,	PUNCT
biomedich-642	315	31	a.	a.	NOUN
biomedich-642	315	32	(	(	PUNCT
biomedich-642	315	33	2023	2023	NUM
biomedich-642	315	34	)	)	PUNCT
biomedich-642	315	35	.	.	PUNCT
biomedich-642	316	1	nutritional	nutritional	ADJ
biomedich-642	316	2	composition	composition	NOUN
biomedich-642	316	3	of	of	ADP
biomedich-642	316	4	millets	millet	NOUN
biomedich-642	316	5	.	.	PUNCT
biomedich-642	317	1	in	in	ADP
biomedich-642	317	2	millets	millet	NOUN
biomedich-642	317	3	and	and	CCONJ
biomedich-642	317	4	millet	millet	PROPN
biomedich-642	317	5	technology	technology	NOUN
biomedich-642	317	6	;	;	PUNCT
biomedich-642	317	7	springer	springer	NOUN
biomedich-642	317	8	:	:	PUNCT
biomedich-642	317	9	berlin	berlin	PROPN
biomedich-642	317	10	/	/	SYM
biomedich-642	317	11	heidelberg	heidelberg	PROPN
biomedich-642	317	12	,	,	PUNCT
biomedich-642	317	13	germany	germany	PROPN
biomedich-642	317	14	.	.	PUNCT
biomedich-642	318	1	101–119	101–119	NUM
biomedich-642	318	2	.	.	PUNCT
biomedich-642	318	3	yuan	yuan	NOUN
biomedich-642	318	4	,	,	PUNCT
biomedich-642	318	5	z.	z.	PROPN
biomedich-642	318	6	,	,	PUNCT
biomedich-642	318	7	long	long	ADV
biomedich-642	318	8	,	,	PUNCT
biomedich-642	318	9	j.	j.	PROPN
biomedich-642	318	10	,	,	PUNCT
biomedich-642	318	11	xia	xia	PROPN
biomedich-642	318	12	,	,	PUNCT
biomedich-642	318	13	y.	y.	PROPN
biomedich-642	318	14	,	,	PUNCT
biomedich-642	318	15	zhang	zhang	PROPN
biomedich-642	318	16	,	,	PUNCT
biomedich-642	318	17	x.	x.	PROPN
biomedich-642	318	18	,	,	PUNCT
biomedich-642	318	19	wang	wang	PROPN
biomedich-642	318	20	,	,	PUNCT
biomedich-642	318	21	t.	t.	PROPN
biomedich-642	318	22	,	,	PUNCT
biomedich-642	318	23	and	and	CCONJ
biomedich-642	318	24	ma	ma	PROPN
biomedich-642	318	25	,	,	PUNCT
biomedich-642	318	26	l.	l.	PROPN
biomedich-642	318	27	(	(	PUNCT
biomedich-642	318	28	2016	2016	NUM
biomedich-642	318	29	)	)	PUNCT
biomedich-642	318	30	.	.	PUNCT
biomedich-642	319	1	production	production	NOUN
biomedich-642	319	2	of	of	ADP
biomedich-642	319	3	levulinic	levulinic	PROPN
biomedich-642	319	4	acid	acid	PROPN
biomedich-642	319	5	from	from	ADP
biomedich-642	319	6	pennisetum	pennisetum	ADJ
biomedich-642	319	7	alopecuroides	alopecuroide	NOUN
biomedich-642	319	8	in	in	ADP
biomedich-642	319	9	the	the	DET
biomedich-642	319	10	presence	presence	NOUN
biomedich-642	319	11	of	of	ADP
biomedich-642	319	12	an	an	DET
biomedich-642	319	13	acid	acid	NOUN
biomedich-642	319	14	catalyst	catalyst	NOUN
biomedich-642	319	15	.	.	PUNCT
biomedich-642	320	1	bioresources	bioresource	NOUN
biomedich-642	320	2	,	,	PUNCT
biomedich-642	320	3	11	11	NUM
biomedich-642	320	4	,	,	PUNCT
biomedich-642	320	5	13	13	NUM
biomedich-642	320	6	.	.	PUNCT
biomedich-642	321	1	this	this	DET
biomedich-642	321	2	page	page	NOUN
biomedich-642	321	3	intentionally	intentionally	ADV
biomedich-642	321	4	left	leave	VERB
biomedich-642	321	5	blank	blank	ADV