id	sid	tid	token	lemma	pos
brj-23216	1	1	peer	peer	NOUN
brj-23216	1	2	-	-	PUNCT
brj-23216	1	3	review	review	NOUN
brj-23216	1	4	article	article	NOUN
brj-23216	1	5	peer	peer	NOUN
brj-23216	1	6	-	-	PUNCT
brj-23216	1	7	reviewed	review	VERB
brj-23216	1	8	article	article	NOUN
brj-23216	1	9	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	1	10	alrowais	alrowais	PROPN
brj-23216	1	11	et	et	PROPN
brj-23216	1	12	al	al	PROPN
brj-23216	1	13	.	.	PROPN
brj-23216	2	1	(	(	PUNCT
brj-23216	2	2	2024	2024	NUM
brj-23216	2	3	)	)	PUNCT
brj-23216	2	4	.	.	PUNCT
brj-23216	3	1	“	"	PUNCT
brj-23216	3	2	methane	methane	NOUN
brj-23216	3	3	from	from	ADP
brj-23216	3	4	straw	straw	NOUN
brj-23216	3	5	&	&	CCONJ
brj-23216	3	6	sludge	sludge	PROPN
brj-23216	3	7	,	,	PUNCT
brj-23216	3	8	”	"	PUNCT
brj-23216	3	9	bioresources	bioresource	NOUN
brj-23216	3	10	19(2	19(2	NUM
brj-23216	3	11	)	)	PUNCT
brj-23216	3	12	,	,	PUNCT
brj-23216	3	13	2179	2179	NUM
brj-23216	3	14	-	-	SYM
brj-23216	3	15	2200	2200	NUM
brj-23216	3	16	.	.	PUNCT
brj-23216	4	1	2178	2178	NUM
brj-23216	4	2	effect	effect	NOUN
brj-23216	4	3	of	of	ADP
brj-23216	4	4	alkaline	alkaline	NOUN
brj-23216	4	5	pretreatment	pretreatment	NOUN
brj-23216	4	6	on	on	ADP
brj-23216	4	7	the	the	DET
brj-23216	4	8	characteristics	characteristic	NOUN
brj-23216	4	9	of	of	ADP
brj-23216	4	10	barley	barley	NOUN
brj-23216	4	11	straw	straw	NOUN
brj-23216	4	12	and	and	CCONJ
brj-23216	4	13	modeling	modeling	NOUN
brj-23216	4	14	of	of	ADP
brj-23216	4	15	methane	methane	NOUN
brj-23216	4	16	production	production	NOUN
brj-23216	4	17	via	via	ADP
brj-23216	4	18	codigestion	codigestion	NOUN
brj-23216	4	19	of	of	ADP
brj-23216	4	20	pretreated	pretreate	VERB
brj-23216	4	21	straw	straw	NOUN
brj-23216	4	22	with	with	ADP
brj-23216	4	23	sewage	sewage	NOUN
brj-23216	4	24	sludge	sludge	NOUN
brj-23216	4	25	raid	raid	NOUN
brj-23216	4	26	alrowais	alrowai	NOUN
brj-23216	4	27	,	,	PUNCT
brj-23216	4	28	a	a	DET
brj-23216	4	29	mahmoud	mahmoud	PROPN
brj-23216	4	30	m.	m.	PROPN
brj-23216	4	31	abdel	abdel	PROPN
brj-23216	4	32	daiem	daiem	PROPN
brj-23216	4	33	,	,	PUNCT
brj-23216	4	34	b	b	PROPN
brj-23216	4	35	,	,	PUNCT
brj-23216	4	36	c	c	PROPN
brj-23216	4	37	ahmed	ahmed	PROPN
brj-23216	4	38	m.	m.	PROPN
brj-23216	4	39	helmi	helmi	PROPN
brj-23216	4	40	,	,	PUNCT
brj-23216	4	41	d	d	PROPN
brj-23216	4	42	,	,	PUNCT
brj-23216	4	43	e	e	PROPN
brj-23216	4	44	basheer	basheer	PROPN
brj-23216	4	45	m.	m.	PROPN
brj-23216	4	46	nasef	nasef	PROPN
brj-23216	4	47	,	,	PUNCT
brj-23216	4	48	e	e	PROPN
brj-23216	4	49	ananda	ananda	PROPN
brj-23216	4	50	rao	rao	PROPN
brj-23216	4	51	hari	hari	PROPN
brj-23216	4	52	,	,	PUNCT
brj-23216	4	53	f	f	PROPN
brj-23216	4	54	pascal	pascal	PROPN
brj-23216	4	55	saikaly	saikaly	PROPN
brj-23216	4	56	,	,	PUNCT
brj-23216	4	57	f	f	PROPN
brj-23216	4	58	,	,	PUNCT
brj-23216	4	59	g	g	PROPN
brj-23216	4	60	and	and	CCONJ
brj-23216	4	61	noha	noha	PROPN
brj-23216	4	62	said	say	VERB
brj-23216	4	63	b	b	X
brj-23216	4	64	,	,	PUNCT
brj-23216	4	65	*	*	PUNCT
brj-23216	4	66	doi	doi	NOUN
brj-23216	4	67	:	:	PUNCT
brj-23216	4	68	10.15376	10.15376	NUM
brj-23216	4	69	/	/	SYM
brj-23216	4	70	biores.19.2.2179	biores.19.2.2179	NOUN
brj-23216	4	71	-	-	PUNCT
brj-23216	4	72	2200	2200	NUM
brj-23216	4	73	*	*	PUNCT
brj-23216	4	74	corresponding	correspond	VERB
brj-23216	4	75	author	author	NOUN
brj-23216	4	76	:	:	PUNCT
brj-23216	4	77	nsmohammed@zu.edu.eg	nsmohammed@zu.edu.eg	ADJ
brj-23216	4	78	graphical	graphical	ADJ
brj-23216	4	79	abstract	abstract	ADJ
brj-23216	4	80	peer	peer	NOUN
brj-23216	4	81	-	-	PUNCT
brj-23216	4	82	reviewed	review	VERB
brj-23216	4	83	article	article	NOUN
brj-23216	4	84	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	4	85	alrowais	alrowais	PROPN
brj-23216	4	86	et	et	PROPN
brj-23216	4	87	al	al	PROPN
brj-23216	4	88	.	.	PROPN
brj-23216	5	1	(	(	PUNCT
brj-23216	5	2	2024	2024	NUM
brj-23216	5	3	)	)	PUNCT
brj-23216	5	4	.	.	PUNCT
brj-23216	6	1	“	"	PUNCT
brj-23216	6	2	methane	methane	NOUN
brj-23216	6	3	from	from	ADP
brj-23216	6	4	straw	straw	NOUN
brj-23216	6	5	&	&	CCONJ
brj-23216	6	6	sludge	sludge	PROPN
brj-23216	6	7	,	,	PUNCT
brj-23216	6	8	”	"	PUNCT
brj-23216	6	9	bioresources	bioresource	NOUN
brj-23216	6	10	19(2	19(2	NUM
brj-23216	6	11	)	)	PUNCT
brj-23216	6	12	,	,	PUNCT
brj-23216	6	13	2179	2179	NUM
brj-23216	6	14	-	-	SYM
brj-23216	6	15	2200	2200	NUM
brj-23216	6	16	.	.	PUNCT
brj-23216	6	17	2179	2179	NUM
brj-23216	6	18	effect	effect	NOUN
brj-23216	6	19	of	of	ADP
brj-23216	6	20	alkaline	alkaline	NOUN
brj-23216	6	21	pretreatment	pretreatment	NOUN
brj-23216	6	22	on	on	ADP
brj-23216	6	23	the	the	DET
brj-23216	6	24	characteristics	characteristic	NOUN
brj-23216	6	25	of	of	ADP
brj-23216	6	26	barley	barley	NOUN
brj-23216	6	27	straw	straw	NOUN
brj-23216	6	28	and	and	CCONJ
brj-23216	6	29	modeling	modeling	NOUN
brj-23216	6	30	of	of	ADP
brj-23216	6	31	methane	methane	NOUN
brj-23216	6	32	production	production	NOUN
brj-23216	6	33	via	via	ADP
brj-23216	6	34	codigestion	codigestion	NOUN
brj-23216	6	35	of	of	ADP
brj-23216	6	36	pretreated	pretreate	VERB
brj-23216	6	37	straw	straw	NOUN
brj-23216	6	38	with	with	ADP
brj-23216	6	39	sewage	sewage	NOUN
brj-23216	6	40	sludge	sludge	NOUN
brj-23216	6	41	raid	raid	NOUN
brj-23216	6	42	alrowais	alrowai	NOUN
brj-23216	6	43	,	,	PUNCT
brj-23216	6	44	a	a	DET
brj-23216	6	45	mahmoud	mahmoud	PROPN
brj-23216	6	46	m.	m.	PROPN
brj-23216	6	47	abdel	abdel	PROPN
brj-23216	6	48	daiem	daiem	PROPN
brj-23216	6	49	,	,	PUNCT
brj-23216	6	50	b	b	PROPN
brj-23216	6	51	,	,	PUNCT
brj-23216	6	52	c	c	PROPN
brj-23216	6	53	ahmed	ahmed	PROPN
brj-23216	6	54	m.	m.	PROPN
brj-23216	6	55	helmi	helmi	PROPN
brj-23216	6	56	,	,	PUNCT
brj-23216	6	57	d	d	PROPN
brj-23216	6	58	,	,	PUNCT
brj-23216	6	59	e	e	PROPN
brj-23216	6	60	basheer	basheer	PROPN
brj-23216	6	61	m.	m.	PROPN
brj-23216	6	62	nasef	nasef	PROPN
brj-23216	6	63	,	,	PUNCT
brj-23216	6	64	e	e	PROPN
brj-23216	6	65	ananda	ananda	PROPN
brj-23216	6	66	rao	rao	PROPN
brj-23216	6	67	hari	hari	PROPN
brj-23216	6	68	,	,	PUNCT
brj-23216	6	69	f	f	PROPN
brj-23216	6	70	pascal	pascal	PROPN
brj-23216	6	71	saikaly	saikaly	PROPN
brj-23216	6	72	,	,	PUNCT
brj-23216	6	73	f	f	PROPN
brj-23216	6	74	,	,	PUNCT
brj-23216	6	75	g	g	PROPN
brj-23216	6	76	and	and	CCONJ
brj-23216	6	77	noha	noha	PROPN
brj-23216	6	78	said	say	VERB
brj-23216	6	79	b	b	NOUN
brj-23216	6	80	,	,	PUNCT
brj-23216	6	81	*	*	PUNCT
brj-23216	6	82	straw	straw	NOUN
brj-23216	6	83	pretreatment	pretreatment	NOUN
brj-23216	6	84	enhances	enhance	VERB
brj-23216	6	85	the	the	DET
brj-23216	6	86	cellulose	cellulose	NOUN
brj-23216	6	87	accessibility	accessibility	NOUN
brj-23216	6	88	and	and	CCONJ
brj-23216	6	89	increases	increase	VERB
brj-23216	6	90	the	the	DET
brj-23216	6	91	methane	methane	NOUN
brj-23216	6	92	yield	yield	NOUN
brj-23216	6	93	from	from	ADP
brj-23216	6	94	anaerobic	anaerobic	ADJ
brj-23216	6	95	digestion	digestion	NOUN
brj-23216	6	96	.	.	PUNCT
brj-23216	7	1	this	this	DET
brj-23216	7	2	study	study	NOUN
brj-23216	7	3	investigated	investigate	VERB
brj-23216	7	4	the	the	DET
brj-23216	7	5	effects	effect	NOUN
brj-23216	7	6	of	of	ADP
brj-23216	7	7	alkali	alkali	ADJ
brj-23216	7	8	pretreatments	pretreatment	NOUN
brj-23216	7	9	with	with	ADP
brj-23216	7	10	different	different	ADJ
brj-23216	7	11	chemical	chemical	NOUN
brj-23216	7	12	agents	agent	NOUN
brj-23216	7	13	(	(	PUNCT
brj-23216	7	14	naoh	naoh	PROPN
brj-23216	7	15	,	,	PUNCT
brj-23216	7	16	koh	koh	PROPN
brj-23216	7	17	,	,	PUNCT
brj-23216	7	18	and	and	CCONJ
brj-23216	7	19	na2co3	na2co3	PROPN
brj-23216	7	20	)	)	PUNCT
brj-23216	7	21	on	on	ADP
brj-23216	7	22	the	the	DET
brj-23216	7	23	physicochemical	physicochemical	ADJ
brj-23216	7	24	and	and	CCONJ
brj-23216	7	25	thermal	thermal	ADJ
brj-23216	7	26	characteristics	characteristic	NOUN
brj-23216	7	27	of	of	ADP
brj-23216	7	28	barley	barley	NOUN
brj-23216	7	29	straw	straw	NOUN
brj-23216	7	30	,	,	PUNCT
brj-23216	7	31	as	as	ADV
brj-23216	7	32	well	well	ADV
brj-23216	7	33	as	as	ADP
brj-23216	7	34	methane	methane	NOUN
brj-23216	7	35	production	production	NOUN
brj-23216	7	36	from	from	ADP
brj-23216	7	37	codigestion	codigestion	NOUN
brj-23216	7	38	with	with	ADP
brj-23216	7	39	sewage	sewage	NOUN
brj-23216	7	40	sludge	sludge	NOUN
brj-23216	7	41	.	.	PUNCT
brj-23216	8	1	artificial	artificial	ADJ
brj-23216	8	2	neural	neural	ADJ
brj-23216	8	3	network	network	NOUN
brj-23216	8	4	modeling	modeling	NOUN
brj-23216	8	5	with	with	ADP
brj-23216	8	6	a	a	DET
brj-23216	8	7	feedforward	feedforward	ADJ
brj-23216	8	8	neural	neural	ADJ
brj-23216	8	9	network	network	NOUN
brj-23216	8	10	(	(	PUNCT
brj-23216	8	11	ffnn	ffnn	NOUN
brj-23216	8	12	)	)	PUNCT
brj-23216	8	13	and	and	CCONJ
brj-23216	8	14	slime	slime	NOUN
brj-23216	8	15	mold	mold	NOUN
brj-23216	8	16	optimization	optimization	NOUN
brj-23216	8	17	(	(	PUNCT
brj-23216	8	18	smo	smo	PROPN
brj-23216	8	19	)	)	PUNCT
brj-23216	8	20	techniques	technique	NOUN
brj-23216	8	21	were	be	AUX
brj-23216	8	22	used	use	VERB
brj-23216	8	23	to	to	PART
brj-23216	8	24	predict	predict	VERB
brj-23216	8	25	methane	methane	NOUN
brj-23216	8	26	production	production	NOUN
brj-23216	8	27	.	.	PUNCT
brj-23216	9	1	naoh	naoh	PROPN
brj-23216	9	2	pretreatment	pretreatment	NOUN
brj-23216	9	3	was	be	AUX
brj-23216	9	4	shown	show	VERB
brj-23216	9	5	to	to	PART
brj-23216	9	6	be	be	AUX
brj-23216	9	7	the	the	DET
brj-23216	9	8	best	good	ADJ
brj-23216	9	9	pretreatment	pretreatment	NOUN
brj-23216	9	10	for	for	ADP
brj-23216	9	11	removing	remove	VERB
brj-23216	9	12	hemicellulose	hemicellulose	NOUN
brj-23216	9	13	and	and	CCONJ
brj-23216	9	14	lignin	lignin	NOUN
brj-23216	9	15	and	and	CCONJ
brj-23216	9	16	for	for	ADP
brj-23216	9	17	increasing	increase	VERB
brj-23216	9	18	the	the	DET
brj-23216	9	19	cellulose	cellulose	NOUN
brj-23216	9	20	accessibility	accessibility	NOUN
brj-23216	9	21	.	.	PUNCT
brj-23216	10	1	moreover	moreover	ADV
brj-23216	10	2	,	,	PUNCT
brj-23216	10	3	there	there	PRON
brj-23216	10	4	was	be	VERB
brj-23216	10	5	a	a	DET
brj-23216	10	6	2.57	2.57	NUM
brj-23216	10	7	-	-	ADJ
brj-23216	10	8	fold	fold	ADJ
brj-23216	10	9	higher	high	ADJ
brj-23216	10	10	level	level	NOUN
brj-23216	10	11	of	of	ADP
brj-23216	10	12	methane	methane	NOUN
brj-23216	10	13	production	production	NOUN
brj-23216	10	14	compared	compare	VERB
brj-23216	10	15	to	to	ADP
brj-23216	10	16	that	that	PRON
brj-23216	10	17	from	from	ADP
brj-23216	10	18	codigestion	codigestion	NOUN
brj-23216	10	19	with	with	ADP
brj-23216	10	20	untreated	untreated	ADJ
brj-23216	10	21	straw	straw	NOUN
brj-23216	10	22	.	.	PUNCT
brj-23216	11	1	the	the	DET
brj-23216	11	2	removal	removal	NOUN
brj-23216	11	3	ratios	ratio	VERB
brj-23216	11	4	for	for	ADP
brj-23216	11	5	the	the	DET
brj-23216	11	6	total	total	ADJ
brj-23216	11	7	solids	solid	NOUN
brj-23216	11	8	,	,	PUNCT
brj-23216	11	9	volatile	volatile	ADJ
brj-23216	11	10	solids	solid	NOUN
brj-23216	11	11	,	,	PUNCT
brj-23216	11	12	and	and	CCONJ
brj-23216	11	13	chemical	chemical	NOUN
brj-23216	11	14	oxygen	oxygen	NOUN
brj-23216	11	15	demand	demand	NOUN
brj-23216	11	16	reached	reach	VERB
brj-23216	11	17	59.3	59.3	NUM
brj-23216	11	18	,	,	PUNCT
brj-23216	11	19	67.2	67.2	NUM
brj-23216	11	20	,	,	PUNCT
brj-23216	11	21	and	and	CCONJ
brj-23216	11	22	73.4	73.4	NUM
brj-23216	11	23	%	%	NOUN
brj-23216	11	24	,	,	PUNCT
brj-23216	11	25	respectively	respectively	ADV
brj-23216	11	26	.	.	PUNCT
brj-23216	12	1	the	the	DET
brj-23216	12	2	modeling	modeling	NOUN
brj-23216	12	3	results	result	NOUN
brj-23216	12	4	showed	show	VERB
brj-23216	12	5	that	that	SCONJ
brj-23216	12	6	the	the	DET
brj-23216	12	7	ffnn	ffnn	NOUN
brj-23216	12	8	-	-	PUNCT
brj-23216	12	9	smo	smo	PROPN
brj-23216	12	10	method	method	NOUN
brj-23216	12	11	can	can	AUX
brj-23216	12	12	be	be	AUX
brj-23216	12	13	an	an	DET
brj-23216	12	14	effective	effective	ADJ
brj-23216	12	15	tool	tool	NOUN
brj-23216	12	16	for	for	ADP
brj-23216	12	17	simulating	simulate	VERB
brj-23216	12	18	the	the	DET
brj-23216	12	19	methane	methane	NOUN
brj-23216	12	20	generation	generation	NOUN
brj-23216	12	21	process	process	NOUN
brj-23216	12	22	,	,	PUNCT
brj-23216	12	23	since	since	SCONJ
brj-23216	12	24	training	training	NOUN
brj-23216	12	25	,	,	PUNCT
brj-23216	12	26	validating	validate	VERB
brj-23216	12	27	,	,	PUNCT
brj-23216	12	28	and	and	CCONJ
brj-23216	12	29	testing	testing	NOUN
brj-23216	12	30	produced	produce	VERB
brj-23216	12	31	very	very	ADV
brj-23216	12	32	high	high	ADJ
brj-23216	12	33	correlation	correlation	NOUN
brj-23216	12	34	coefficients	coefficient	NOUN
brj-23216	12	35	.	.	PUNCT
brj-23216	13	1	the	the	DET
brj-23216	13	2	ffnn	ffnn	NOUN
brj-23216	13	3	-	-	PUNCT
brj-23216	13	4	smo	smo	NOUN
brj-23216	13	5	accurately	accurately	ADV
brj-23216	13	6	predicted	predict	VERB
brj-23216	13	7	the	the	DET
brj-23216	13	8	amount	amount	NOUN
brj-23216	13	9	of	of	ADP
brj-23216	13	10	methane	methane	NOUN
brj-23216	13	11	produced	produce	VERB
brj-23216	13	12	,	,	PUNCT
brj-23216	13	13	with	with	ADP
brj-23216	13	14	an	an	DET
brj-23216	13	15	r2	r2	NOUN
brj-23216	13	16	of	of	ADP
brj-23216	13	17	0.998	0.998	NUM
brj-23216	13	18	and	and	CCONJ
brj-23216	13	19	a	a	DET
brj-23216	13	20	3.1x10	3.1x10	NUM
brj-23216	13	21	-	-	SYM
brj-23216	13	22	5	5	NUM
brj-23216	13	23	root	root	NOUN
brj-23216	13	24	mean	mean	NOUN
brj-23216	13	25	square	square	ADJ
brj-23216	13	26	error	error	NOUN
brj-23216	13	27	(	(	PUNCT
brj-23216	13	28	rmse	rmse	NOUN
brj-23216	13	29	)	)	PUNCT
brj-23216	13	30	.	.	PUNCT
brj-23216	14	1	doi	doi	NOUN
brj-23216	14	2	:	:	PUNCT
brj-23216	14	3	10.15376	10.15376	NUM
brj-23216	14	4	/	/	SYM
brj-23216	14	5	biores.19.2.2179	biores.19.2.2179	NOUN
brj-23216	14	6	-	-	PUNCT
brj-23216	14	7	2200	2200	NUM
brj-23216	14	8	keywords	keyword	NOUN
brj-23216	14	9	:	:	PUNCT
brj-23216	14	10	alkali	alkali	ADJ
brj-23216	14	11	pretreatment	pretreatment	NOUN
brj-23216	14	12	;	;	PUNCT
brj-23216	14	13	barley	barley	NOUN
brj-23216	14	14	straw	straw	NOUN
brj-23216	14	15	;	;	PUNCT
brj-23216	14	16	anaerobic	anaerobic	ADJ
brj-23216	14	17	digestion	digestion	NOUN
brj-23216	14	18	;	;	PUNCT
brj-23216	14	19	artificial	artificial	ADJ
brj-23216	14	20	neural	neural	ADJ
brj-23216	14	21	networks	network	NOUN
brj-23216	14	22	(	(	PUNCT
brj-23216	14	23	anns	anns	PROPN
brj-23216	14	24	)	)	PUNCT
brj-23216	14	25	;	;	PUNCT
brj-23216	14	26	slime	slime	NOUN
brj-23216	14	27	mold	mold	NOUN
brj-23216	14	28	optimizer	optimizer	NOUN
brj-23216	14	29	(	(	PUNCT
brj-23216	14	30	smo	smo	PROPN
brj-23216	14	31	)	)	PUNCT
brj-23216	14	32	contact	contact	NOUN
brj-23216	14	33	information	information	NOUN
brj-23216	14	34	:	:	PUNCT
brj-23216	14	35	a	a	DET
brj-23216	14	36	:	:	PUNCT
brj-23216	14	37	department	department	NOUN
brj-23216	14	38	of	of	ADP
brj-23216	14	39	civil	civil	ADJ
brj-23216	14	40	engineering	engineering	NOUN
brj-23216	14	41	,	,	PUNCT
brj-23216	14	42	college	college	NOUN
brj-23216	14	43	of	of	ADP
brj-23216	14	44	engineering	engineering	PROPN
brj-23216	14	45	,	,	PUNCT
brj-23216	14	46	jouf	jouf	PROPN
brj-23216	14	47	university	university	PROPN
brj-23216	14	48	,	,	PUNCT
brj-23216	14	49	sakakah	sakakah	PROPN
brj-23216	14	50	72388	72388	NUM
brj-23216	14	51	,	,	PUNCT
brj-23216	14	52	saudi	saudi	PROPN
brj-23216	14	53	arabia	arabia	PROPN
brj-23216	14	54	;	;	PUNCT
brj-23216	14	55	b	b	X
brj-23216	14	56	:	:	PUNCT
brj-23216	14	57	environmental	environmental	ADJ
brj-23216	14	58	engineering	engineering	PROPN
brj-23216	14	59	department	department	PROPN
brj-23216	14	60	,	,	PUNCT
brj-23216	14	61	faculty	faculty	NOUN
brj-23216	14	62	of	of	ADP
brj-23216	14	63	engineering	engineering	PROPN
brj-23216	14	64	,	,	PUNCT
brj-23216	14	65	zagazig	zagazig	PROPN
brj-23216	14	66	university	university	PROPN
brj-23216	14	67	,	,	PUNCT
brj-23216	14	68	zagazig	zagazig	PROPN
brj-23216	14	69	,	,	PUNCT
brj-23216	14	70	44519	44519	NUM
brj-23216	14	71	,	,	PUNCT
brj-23216	14	72	egypt	egypt	PROPN
brj-23216	14	73	;	;	PUNCT
brj-23216	14	74	c	c	X
brj-23216	14	75	:	:	PUNCT
brj-23216	14	76	civil	civil	ADJ
brj-23216	14	77	engineering	engineering	NOUN
brj-23216	14	78	department	department	PROPN
brj-23216	14	79	,	,	PUNCT
brj-23216	14	80	college	college	NOUN
brj-23216	14	81	of	of	ADP
brj-23216	14	82	engineering	engineering	PROPN
brj-23216	14	83	,	,	PUNCT
brj-23216	14	84	shaqra	shaqra	PROPN
brj-23216	14	85	university	university	PROPN
brj-23216	14	86	,	,	PUNCT
brj-23216	14	87	11911	11911	NUM
brj-23216	14	88	,	,	PUNCT
brj-23216	14	89	dawadmi	dawadmi	PROPN
brj-23216	14	90	,	,	PUNCT
brj-23216	14	91	ar	ar	PROPN
brj-23216	14	92	riyadh	riyadh	PROPN
brj-23216	14	93	,	,	PUNCT
brj-23216	14	94	saudi	saudi	PROPN
brj-23216	14	95	arabia	arabia	PROPN
brj-23216	14	96	;	;	PUNCT
brj-23216	14	97	d	d	X
brj-23216	14	98	:	:	PUNCT
brj-23216	14	99	computer	computer	NOUN
brj-23216	14	100	engineering	engineering	NOUN
brj-23216	14	101	department	department	PROPN
brj-23216	14	102	,	,	PUNCT
brj-23216	14	103	engineering	engineering	NOUN
brj-23216	14	104	and	and	CCONJ
brj-23216	14	105	information	information	NOUN
brj-23216	14	106	technology	technology	PROPN
brj-23216	14	107	college	college	PROPN
brj-23216	14	108	,	,	PUNCT
brj-23216	14	109	buraydah	buraydah	NOUN
brj-23216	14	110	private	private	ADJ
brj-23216	14	111	colleges	college	NOUN
brj-23216	14	112	,	,	PUNCT
brj-23216	14	113	buraydah	buraydah	NOUN
brj-23216	14	114	,	,	PUNCT
brj-23216	14	115	51418	51418	NUM
brj-23216	14	116	,	,	PUNCT
brj-23216	14	117	saudi	saudi	PROPN
brj-23216	14	118	arabia	arabia	PROPN
brj-23216	14	119	;	;	PUNCT
brj-23216	14	120	e	e	X
brj-23216	14	121	:	:	PUNCT
brj-23216	14	122	computer	computer	NOUN
brj-23216	14	123	and	and	CCONJ
brj-23216	14	124	systems	systems	PROPN
brj-23216	14	125	engineering	engineering	PROPN
brj-23216	14	126	department	department	NOUN
brj-23216	14	127	,	,	PUNCT
brj-23216	14	128	faculty	faculty	NOUN
brj-23216	14	129	of	of	ADP
brj-23216	14	130	engineering	engineering	PROPN
brj-23216	14	131	,	,	PUNCT
brj-23216	14	132	zagazig	zagazig	PROPN
brj-23216	14	133	university	university	PROPN
brj-23216	14	134	,	,	PUNCT
brj-23216	14	135	zagazig	zagazig	PROPN
brj-23216	14	136	44519	44519	NUM
brj-23216	14	137	,	,	PUNCT
brj-23216	14	138	egypt	egypt	PROPN
brj-23216	14	139	;	;	PUNCT
brj-23216	14	140	f	f	X
brj-23216	14	141	:	:	PUNCT
brj-23216	14	142	water	water	NOUN
brj-23216	14	143	desalination	desalination	NOUN
brj-23216	14	144	and	and	CCONJ
brj-23216	14	145	reuse	reuse	NOUN
brj-23216	14	146	center	center	NOUN
brj-23216	14	147	(	(	PUNCT
brj-23216	14	148	wdrc	wdrc	NOUN
brj-23216	14	149	)	)	PUNCT
brj-23216	14	150	,	,	PUNCT
brj-23216	14	151	biological	biological	ADJ
brj-23216	14	152	and	and	CCONJ
brj-23216	14	153	environmental	environmental	ADJ
brj-23216	14	154	science	science	NOUN
brj-23216	14	155	and	and	CCONJ
brj-23216	14	156	engineering	engineering	NOUN
brj-23216	14	157	(	(	PUNCT
brj-23216	14	158	bese	bese	NOUN
brj-23216	14	159	)	)	PUNCT
brj-23216	14	160	division	division	NOUN
brj-23216	14	161	,	,	PUNCT
brj-23216	14	162	king	king	PROPN
brj-23216	14	163	abdullah	abdullah	PROPN
brj-23216	14	164	university	university	PROPN
brj-23216	14	165	of	of	ADP
brj-23216	14	166	science	science	NOUN
brj-23216	14	167	and	and	CCONJ
brj-23216	14	168	technology	technology	NOUN
brj-23216	14	169	(	(	PUNCT
brj-23216	14	170	kaust	kaust	PROPN
brj-23216	14	171	)	)	PUNCT
brj-23216	14	172	,	,	PUNCT
brj-23216	14	173	thuwal	thuwal	NOUN
brj-23216	14	174	23955	23955	NUM
brj-23216	14	175	-	-	SYM
brj-23216	14	176	6900	6900	NUM
brj-23216	14	177	,	,	PUNCT
brj-23216	14	178	kingdom	kingdom	NOUN
brj-23216	14	179	of	of	ADP
brj-23216	14	180	saudi	saudi	PROPN
brj-23216	14	181	arabia	arabia	PROPN
brj-23216	14	182	;	;	PUNCT
brj-23216	14	183	g	g	NOUN
brj-23216	14	184	:	:	PUNCT
brj-23216	14	185	environmental	environmental	ADJ
brj-23216	14	186	science	science	NOUN
brj-23216	14	187	and	and	CCONJ
brj-23216	14	188	engineering	engineering	NOUN
brj-23216	14	189	program	program	NOUN
brj-23216	14	190	,	,	PUNCT
brj-23216	14	191	biological	biological	ADJ
brj-23216	14	192	and	and	CCONJ
brj-23216	14	193	environmental	environmental	ADJ
brj-23216	14	194	science	science	NOUN
brj-23216	14	195	and	and	CCONJ
brj-23216	14	196	engineering	engineering	NOUN
brj-23216	14	197	(	(	PUNCT
brj-23216	14	198	bese	bese	NOUN
brj-23216	14	199	)	)	PUNCT
brj-23216	14	200	division	division	NOUN
brj-23216	14	201	,	,	PUNCT
brj-23216	14	202	king	king	PROPN
brj-23216	14	203	abdullah	abdullah	PROPN
brj-23216	14	204	university	university	PROPN
brj-23216	14	205	of	of	ADP
brj-23216	14	206	science	science	NOUN
brj-23216	14	207	and	and	CCONJ
brj-23216	14	208	technology	technology	NOUN
brj-23216	14	209	(	(	PUNCT
brj-23216	14	210	kaust	kaust	PROPN
brj-23216	14	211	)	)	PUNCT
brj-23216	14	212	,	,	PUNCT
brj-23216	14	213	thuwal	thuwal	NOUN
brj-23216	14	214	23955	23955	NUM
brj-23216	14	215	-	-	SYM
brj-23216	14	216	6900	6900	NUM
brj-23216	14	217	,	,	PUNCT
brj-23216	14	218	kingdom	kingdom	NOUN
brj-23216	14	219	of	of	ADP
brj-23216	14	220	saudi	saudi	PROPN
brj-23216	14	221	arabia	arabia	PROPN
brj-23216	14	222	;	;	PUNCT
brj-23216	14	223	*	*	PUNCT
brj-23216	14	224	corresponding	correspond	VERB
brj-23216	14	225	author	author	NOUN
brj-23216	14	226	:	:	PUNCT
brj-23216	14	227	nsmohammed@zu.edu.eg	nsmohammed@zu.edu.eg	ADJ
brj-23216	14	228	introduction	introduction	NOUN
brj-23216	14	229	biochemical	biochemical	ADJ
brj-23216	14	230	conversion	conversion	NOUN
brj-23216	14	231	to	to	PART
brj-23216	14	232	biogas	biogas	VERB
brj-23216	14	233	through	through	ADP
brj-23216	14	234	anaerobic	anaerobic	ADJ
brj-23216	14	235	digestion	digestion	NOUN
brj-23216	14	236	is	be	AUX
brj-23216	14	237	more	more	ADV
brj-23216	14	238	economically	economically	ADV
brj-23216	14	239	viable	viable	ADJ
brj-23216	14	240	and	and	CCONJ
brj-23216	14	241	environmentally	environmentally	ADV
brj-23216	14	242	friendly	friendly	ADJ
brj-23216	14	243	than	than	ADP
brj-23216	14	244	other	other	ADJ
brj-23216	14	245	physicochemical	physicochemical	ADJ
brj-23216	14	246	and	and	CCONJ
brj-23216	14	247	thermochemical	thermochemical	ADJ
brj-23216	14	248	methods	method	NOUN
brj-23216	14	249	,	,	PUNCT
brj-23216	14	250	as	as	SCONJ
brj-23216	14	251	it	it	PRON
brj-23216	14	252	requires	require	VERB
brj-23216	14	253	moderate	moderate	ADJ
brj-23216	14	254	conditions	condition	NOUN
brj-23216	14	255	and	and	CCONJ
brj-23216	14	256	is	be	AUX
brj-23216	14	257	less	less	ADJ
brj-23216	14	258	energy	energy	NOUN
brj-23216	14	259	intensive	intensive	ADJ
brj-23216	14	260	(	(	PUNCT
brj-23216	14	261	sabeeh	sabeeh	NOUN
brj-23216	14	262	et	et	PROPN
brj-23216	14	263	al	al	PROPN
brj-23216	14	264	.	.	PROPN
brj-23216	14	265	2020	2020	NUM
brj-23216	14	266	)	)	PUNCT
brj-23216	14	267	.	.	PUNCT
brj-23216	15	1	biogas	biogas	NOUN
brj-23216	15	2	is	be	AUX
brj-23216	15	3	an	an	DET
brj-23216	15	4	attractive	attractive	ADJ
brj-23216	15	5	source	source	NOUN
brj-23216	15	6	of	of	ADP
brj-23216	15	7	renewable	renewable	ADJ
brj-23216	15	8	vehicular	vehicular	ADJ
brj-23216	15	9	fuel	fuel	NOUN
brj-23216	15	10	and	and	CCONJ
brj-23216	15	11	energy	energy	NOUN
brj-23216	15	12	peer	peer	NOUN
brj-23216	15	13	-	-	PUNCT
brj-23216	15	14	reviewed	review	VERB
brj-23216	15	15	article	article	NOUN
brj-23216	15	16	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	15	17	alrowais	alrowais	PROPN
brj-23216	15	18	et	et	PROPN
brj-23216	15	19	al	al	PROPN
brj-23216	15	20	.	.	PROPN
brj-23216	16	1	(	(	PUNCT
brj-23216	16	2	2024	2024	NUM
brj-23216	16	3	)	)	PUNCT
brj-23216	16	4	.	.	PUNCT
brj-23216	17	1	“	"	PUNCT
brj-23216	17	2	methane	methane	NOUN
brj-23216	17	3	from	from	ADP
brj-23216	17	4	straw	straw	NOUN
brj-23216	17	5	&	&	CCONJ
brj-23216	17	6	sludge	sludge	PROPN
brj-23216	17	7	,	,	PUNCT
brj-23216	17	8	”	"	PUNCT
brj-23216	17	9	bioresources	bioresource	NOUN
brj-23216	17	10	19(2	19(2	NUM
brj-23216	17	11	)	)	PUNCT
brj-23216	17	12	,	,	PUNCT
brj-23216	17	13	2179	2179	NUM
brj-23216	17	14	-	-	SYM
brj-23216	17	15	2200	2200	NUM
brj-23216	17	16	.	.	PUNCT
brj-23216	17	17	2180	2180	NUM
brj-23216	17	18	for	for	ADP
brj-23216	17	19	electricity	electricity	NOUN
brj-23216	17	20	and	and	CCONJ
brj-23216	17	21	heat	heat	NOUN
brj-23216	17	22	production	production	NOUN
brj-23216	17	23	(	(	PUNCT
brj-23216	17	24	said	say	VERB
brj-23216	17	25	et	et	PROPN
brj-23216	17	26	al	al	PROPN
brj-23216	17	27	.	.	PROPN
brj-23216	17	28	2020	2020	NUM
brj-23216	17	29	;	;	PUNCT
brj-23216	17	30	mirmohamadsadeghi	mirmohamadsadeghi	PROPN
brj-23216	17	31	et	et	PROPN
brj-23216	17	32	al	al	PROPN
brj-23216	17	33	.	.	PROPN
brj-23216	17	34	2021	2021	NUM
brj-23216	17	35	)	)	PUNCT
brj-23216	17	36	.	.	PUNCT
brj-23216	18	1	sewage	sewage	NOUN
brj-23216	18	2	sludge	sludge	NOUN
brj-23216	18	3	is	be	AUX
brj-23216	18	4	widely	widely	ADV
brj-23216	18	5	used	use	VERB
brj-23216	18	6	for	for	ADP
brj-23216	18	7	biogas	biogas	NOUN
brj-23216	18	8	production	production	NOUN
brj-23216	18	9	,	,	PUNCT
brj-23216	18	10	since	since	SCONJ
brj-23216	18	11	it	it	PRON
brj-23216	18	12	is	be	AUX
brj-23216	18	13	rich	rich	ADJ
brj-23216	18	14	in	in	ADP
brj-23216	18	15	nutrients	nutrient	NOUN
brj-23216	18	16	,	,	PUNCT
brj-23216	18	17	and	and	CCONJ
brj-23216	18	18	optimum	optimum	ADJ
brj-23216	18	19	conversion	conversion	NOUN
brj-23216	18	20	of	of	ADP
brj-23216	18	21	the	the	DET
brj-23216	18	22	organic	organic	ADJ
brj-23216	18	23	components	component	NOUN
brj-23216	18	24	into	into	ADP
brj-23216	18	25	biogas	biogas	NOUN
brj-23216	18	26	can	can	AUX
brj-23216	18	27	be	be	AUX
brj-23216	18	28	achieved	achieve	VERB
brj-23216	18	29	(	(	PUNCT
brj-23216	18	30	abdel	abdel	PROPN
brj-23216	18	31	daiem	daiem	PROPN
brj-23216	18	32	and	and	CCONJ
brj-23216	18	33	said	say	VERB
brj-23216	18	34	2023	2023	NUM
brj-23216	18	35	)	)	PUNCT
brj-23216	18	36	.	.	PUNCT
brj-23216	19	1	the	the	DET
brj-23216	19	2	production	production	NOUN
brj-23216	19	3	of	of	ADP
brj-23216	19	4	biogas	biogas	NOUN
brj-23216	19	5	via	via	ADP
brj-23216	19	6	anaerobic	anaerobic	ADJ
brj-23216	19	7	digestion	digestion	NOUN
brj-23216	19	8	is	be	AUX
brj-23216	19	9	enhanced	enhance	VERB
brj-23216	19	10	by	by	ADP
brj-23216	19	11	codigestion	codigestion	NOUN
brj-23216	19	12	with	with	ADP
brj-23216	19	13	agricultural	agricultural	ADJ
brj-23216	19	14	biomass	biomass	NOUN
brj-23216	19	15	waste	waste	NOUN
brj-23216	19	16	(	(	PUNCT
brj-23216	19	17	abdel	abdel	PROPN
brj-23216	19	18	daiem	daiem	PROPN
brj-23216	19	19	et	et	PROPN
brj-23216	19	20	al	al	PROPN
brj-23216	19	21	.	.	PROPN
brj-23216	19	22	2021b	2021b	NUM
brj-23216	19	23	,	,	PUNCT
brj-23216	19	24	2022	2022	NUM
brj-23216	19	25	;	;	PUNCT
brj-23216	19	26	alrowais	alrowais	PROPN
brj-23216	19	27	et	et	PROPN
brj-23216	19	28	al	al	PROPN
brj-23216	19	29	.	.	PROPN
brj-23216	19	30	2023b	2023b	NUM
brj-23216	19	31	)	)	PUNCT
brj-23216	19	32	.	.	PUNCT
brj-23216	20	1	agricultural	agricultural	ADJ
brj-23216	20	2	wastes	waste	NOUN
brj-23216	20	3	comprising	comprise	VERB
brj-23216	20	4	lignocellulosic	lignocellulosic	ADJ
brj-23216	20	5	materials	material	NOUN
brj-23216	20	6	have	have	AUX
brj-23216	20	7	attracted	attract	VERB
brj-23216	20	8	high	high	ADJ
brj-23216	20	9	interest	interest	NOUN
brj-23216	20	10	as	as	ADP
brj-23216	20	11	anaerobic	anaerobic	ADJ
brj-23216	20	12	digestion	digestion	NOUN
brj-23216	20	13	substrates	substrate	NOUN
brj-23216	20	14	due	due	ADP
brj-23216	20	15	to	to	ADP
brj-23216	20	16	their	their	PRON
brj-23216	20	17	abundance	abundance	NOUN
brj-23216	20	18	and	and	CCONJ
brj-23216	20	19	renewability	renewability	NOUN
brj-23216	20	20	(	(	PUNCT
brj-23216	20	21	aghbashlo	aghbashlo	NOUN
brj-23216	20	22	et	et	PROPN
brj-23216	20	23	al	al	PROPN
brj-23216	20	24	.	.	PROPN
brj-23216	20	25	2018	2018	NUM
brj-23216	20	26	)	)	PUNCT
brj-23216	20	27	.	.	PUNCT
brj-23216	21	1	straw	straw	NOUN
brj-23216	21	2	biomass	biomass	NOUN
brj-23216	21	3	is	be	AUX
brj-23216	21	4	one	one	NUM
brj-23216	21	5	of	of	ADP
brj-23216	21	6	the	the	DET
brj-23216	21	7	most	most	ADV
brj-23216	21	8	abundant	abundant	ADJ
brj-23216	21	9	lignocellulosic	lignocellulosic	ADJ
brj-23216	21	10	materials	material	NOUN
brj-23216	21	11	found	find	VERB
brj-23216	21	12	in	in	ADP
brj-23216	21	13	nature	nature	NOUN
brj-23216	21	14	.	.	PUNCT
brj-23216	22	1	a	a	DET
brj-23216	22	2	small	small	ADJ
brj-23216	22	3	fraction	fraction	NOUN
brj-23216	22	4	of	of	ADP
brj-23216	22	5	the	the	DET
brj-23216	22	6	straw	straw	NOUN
brj-23216	22	7	is	be	AUX
brj-23216	22	8	collected	collect	VERB
brj-23216	22	9	from	from	ADP
brj-23216	22	10	fodder	fodder	NOUN
brj-23216	22	11	,	,	PUNCT
brj-23216	22	12	bedding	bed	VERB
brj-23216	22	13	material	material	NOUN
brj-23216	22	14	,	,	PUNCT
brj-23216	22	15	or	or	CCONJ
brj-23216	22	16	incineration	incineration	NOUN
brj-23216	22	17	at	at	ADP
brj-23216	22	18	heating	heating	NOUN
brj-23216	22	19	plants	plant	NOUN
brj-23216	22	20	,	,	PUNCT
brj-23216	22	21	and	and	CCONJ
brj-23216	22	22	after	after	ADP
brj-23216	22	23	harvesting	harvesting	NOUN
brj-23216	22	24	,	,	PUNCT
brj-23216	22	25	a	a	DET
brj-23216	22	26	large	large	ADJ
brj-23216	22	27	amount	amount	NOUN
brj-23216	22	28	is	be	AUX
brj-23216	22	29	left	leave	VERB
brj-23216	22	30	in	in	ADP
brj-23216	22	31	the	the	DET
brj-23216	22	32	field	field	NOUN
brj-23216	22	33	for	for	ADP
brj-23216	22	34	open	open	ADJ
brj-23216	22	35	burning	burning	NOUN
brj-23216	22	36	,	,	PUNCT
brj-23216	22	37	which	which	PRON
brj-23216	22	38	causes	cause	VERB
brj-23216	22	39	air	air	NOUN
brj-23216	22	40	pollution	pollution	NOUN
brj-23216	22	41	(	(	PUNCT
brj-23216	22	42	abdel	abdel	PROPN
brj-23216	22	43	daiem	daiem	PROPN
brj-23216	22	44	and	and	CCONJ
brj-23216	22	45	said	say	VERB
brj-23216	22	46	2022	2022	NUM
brj-23216	22	47	)	)	PUNCT
brj-23216	22	48	.	.	PUNCT
brj-23216	23	1	anaerobic	anaerobic	ADJ
brj-23216	23	2	digestion	digestion	NOUN
brj-23216	23	3	of	of	ADP
brj-23216	23	4	lignocellulosic	lignocellulosic	ADJ
brj-23216	23	5	materials	material	NOUN
brj-23216	23	6	is	be	AUX
brj-23216	23	7	limited	limit	VERB
brj-23216	23	8	due	due	ADP
brj-23216	23	9	to	to	ADP
brj-23216	23	10	their	their	PRON
brj-23216	23	11	complex	complex	ADJ
brj-23216	23	12	structures	structure	NOUN
brj-23216	23	13	in	in	ADP
brj-23216	23	14	which	which	PRON
brj-23216	23	15	cellulose	cellulose	NOUN
brj-23216	23	16	and	and	CCONJ
brj-23216	23	17	hemicelluloses	hemicellulose	NOUN
brj-23216	23	18	are	be	AUX
brj-23216	23	19	tightly	tightly	ADV
brj-23216	23	20	bound	bind	VERB
brj-23216	23	21	to	to	ADP
brj-23216	23	22	the	the	DET
brj-23216	23	23	lignin	lignin	NOUN
brj-23216	23	24	and	and	CCONJ
brj-23216	23	25	prevent	prevent	VERB
brj-23216	23	26	microbial	microbial	ADJ
brj-23216	23	27	degradation	degradation	NOUN
brj-23216	23	28	(	(	PUNCT
brj-23216	23	29	rani	rani	PROPN
brj-23216	23	30	et	et	PROPN
brj-23216	23	31	al	al	PROPN
brj-23216	23	32	.	.	PROPN
brj-23216	23	33	2022	2022	NUM
brj-23216	23	34	)	)	PUNCT
brj-23216	23	35	.	.	PUNCT
brj-23216	24	1	cellulose	cellulose	NOUN
brj-23216	24	2	and	and	CCONJ
brj-23216	24	3	hemicellulose	hemicellulose	NOUN
brj-23216	24	4	are	be	AUX
brj-23216	24	5	biodegradable	biodegradable	ADJ
brj-23216	24	6	,	,	PUNCT
brj-23216	24	7	while	while	SCONJ
brj-23216	24	8	lignin	lignin	NOUN
brj-23216	24	9	is	be	AUX
brj-23216	24	10	not	not	PART
brj-23216	24	11	easy	easy	ADJ
brj-23216	24	12	to	to	PART
brj-23216	24	13	degrade	degrade	VERB
brj-23216	24	14	via	via	ADP
brj-23216	24	15	anaerobic	anaerobic	ADJ
brj-23216	24	16	digestion	digestion	NOUN
brj-23216	24	17	,	,	PUNCT
brj-23216	24	18	and	and	CCONJ
brj-23216	24	19	it	it	PRON
brj-23216	24	20	is	be	AUX
brj-23216	24	21	difficult	difficult	ADJ
brj-23216	24	22	for	for	SCONJ
brj-23216	24	23	enzymes	enzyme	NOUN
brj-23216	24	24	to	to	PART
brj-23216	24	25	contact	contact	VERB
brj-23216	24	26	the	the	DET
brj-23216	24	27	cellulose	cellulose	NOUN
brj-23216	24	28	and	and	CCONJ
brj-23216	24	29	hemicellulose	hemicellulose	NOUN
brj-23216	24	30	,	,	PUNCT
brj-23216	24	31	which	which	PRON
brj-23216	24	32	leads	lead	VERB
brj-23216	24	33	to	to	PART
brj-23216	24	34	slow	slow	VERB
brj-23216	24	35	degradation	degradation	NOUN
brj-23216	24	36	(	(	PUNCT
brj-23216	24	37	du	du	X
brj-23216	24	38	et	et	PROPN
brj-23216	24	39	al	al	PROPN
brj-23216	24	40	.	.	PROPN
brj-23216	24	41	2019	2019	NUM
brj-23216	24	42	)	)	PUNCT
brj-23216	24	43	.	.	PUNCT
brj-23216	25	1	straw	straw	NOUN
brj-23216	25	2	pretreatment	pretreatment	NOUN
brj-23216	25	3	is	be	AUX
brj-23216	25	4	necessary	necessary	ADJ
brj-23216	25	5	to	to	PART
brj-23216	25	6	improve	improve	VERB
brj-23216	25	7	the	the	DET
brj-23216	25	8	accessibility	accessibility	NOUN
brj-23216	25	9	of	of	ADP
brj-23216	25	10	cellulose	cellulose	NOUN
brj-23216	25	11	,	,	PUNCT
brj-23216	25	12	lignin	lignin	NOUN
brj-23216	25	13	,	,	PUNCT
brj-23216	25	14	and	and	CCONJ
brj-23216	25	15	hemicelluloses	hemicellulose	NOUN
brj-23216	25	16	and	and	CCONJ
brj-23216	25	17	increase	increase	VERB
brj-23216	25	18	the	the	DET
brj-23216	25	19	biodegradation	biodegradation	NOUN
brj-23216	25	20	rate	rate	NOUN
brj-23216	25	21	and	and	CCONJ
brj-23216	25	22	biogas	biogas	NOUN
brj-23216	25	23	yield	yield	NOUN
brj-23216	25	24	of	of	ADP
brj-23216	25	25	anaerobic	anaerobic	ADJ
brj-23216	25	26	digestion	digestion	NOUN
brj-23216	25	27	(	(	PUNCT
brj-23216	25	28	ouahabi	ouahabi	NOUN
brj-23216	25	29	et	et	PROPN
brj-23216	25	30	al	al	PROPN
brj-23216	25	31	.	.	PROPN
brj-23216	25	32	2021	2021	NUM
brj-23216	25	33	)	)	PUNCT
brj-23216	25	34	.	.	PUNCT
brj-23216	26	1	various	various	ADJ
brj-23216	26	2	pretreatment	pretreatment	NOUN
brj-23216	26	3	methods	method	NOUN
brj-23216	26	4	have	have	AUX
brj-23216	26	5	been	be	AUX
brj-23216	26	6	used	use	VERB
brj-23216	26	7	in	in	ADP
brj-23216	26	8	different	different	ADJ
brj-23216	26	9	studies	study	NOUN
brj-23216	26	10	and	and	CCONJ
brj-23216	26	11	have	have	AUX
brj-23216	26	12	had	have	VERB
brj-23216	26	13	significant	significant	ADJ
brj-23216	26	14	effects	effect	NOUN
brj-23216	26	15	on	on	ADP
brj-23216	26	16	enzymatic	enzymatic	ADJ
brj-23216	26	17	digestibility	digestibility	NOUN
brj-23216	26	18	,	,	PUNCT
brj-23216	26	19	lignin	lignin	NOUN
brj-23216	26	20	reduction	reduction	NOUN
brj-23216	26	21	and	and	CCONJ
brj-23216	26	22	cellulosic	cellulosic	NOUN
brj-23216	26	23	crystallinity	crystallinity	NOUN
brj-23216	26	24	.	.	PUNCT
brj-23216	27	1	chemical	chemical	ADJ
brj-23216	27	2	pretreatment	pretreatment	NOUN
brj-23216	27	3	is	be	AUX
brj-23216	27	4	highly	highly	ADV
brj-23216	27	5	effective	effective	ADJ
brj-23216	27	6	at	at	ADP
brj-23216	27	7	solubilizing	solubilize	VERB
brj-23216	27	8	hemicellulose	hemicellulose	NOUN
brj-23216	27	9	and	and	CCONJ
brj-23216	27	10	lignin	lignin	PROPN
brj-23216	27	11	(	(	PUNCT
brj-23216	27	12	sabeeh	sabeeh	NOUN
brj-23216	27	13	et	et	PROPN
brj-23216	27	14	al	al	PROPN
brj-23216	27	15	.	.	PROPN
brj-23216	27	16	2020	2020	NUM
brj-23216	27	17	)	)	PUNCT
brj-23216	27	18	.	.	PUNCT
brj-23216	28	1	alkali	alkali	ADJ
brj-23216	28	2	pretreatment	pretreatment	NOUN
brj-23216	28	3	is	be	AUX
brj-23216	28	4	an	an	DET
brj-23216	28	5	efficient	efficient	ADJ
brj-23216	28	6	and	and	CCONJ
brj-23216	28	7	cost	cost	NOUN
brj-23216	28	8	-	-	PUNCT
brj-23216	28	9	effective	effective	ADJ
brj-23216	28	10	approach	approach	NOUN
brj-23216	28	11	.	.	PUNCT
brj-23216	29	1	it	it	PRON
brj-23216	29	2	removes	remove	VERB
brj-23216	29	3	the	the	DET
brj-23216	29	4	hemicellulose	hemicellulose	NOUN
brj-23216	29	5	and	and	CCONJ
brj-23216	29	6	lignin	lignin	NOUN
brj-23216	29	7	and	and	CCONJ
brj-23216	29	8	increases	increase	VERB
brj-23216	29	9	the	the	DET
brj-23216	29	10	porosity	porosity	NOUN
brj-23216	29	11	and	and	CCONJ
brj-23216	29	12	surface	surface	NOUN
brj-23216	29	13	area	area	NOUN
brj-23216	29	14	of	of	ADP
brj-23216	29	15	the	the	DET
brj-23216	29	16	straw	straw	NOUN
brj-23216	29	17	(	(	PUNCT
brj-23216	29	18	tan	tan	NOUN
brj-23216	29	19	et	et	PROPN
brj-23216	29	20	al	al	PROPN
brj-23216	29	21	.	.	PROPN
brj-23216	29	22	2021	2021	NUM
brj-23216	29	23	)	)	PUNCT
brj-23216	29	24	.	.	PUNCT
brj-23216	30	1	this	this	DET
brj-23216	30	2	process	process	NOUN
brj-23216	30	3	involves	involve	VERB
brj-23216	30	4	the	the	DET
brj-23216	30	5	addition	addition	NOUN
brj-23216	30	6	of	of	ADP
brj-23216	30	7	bases	basis	NOUN
brj-23216	30	8	to	to	ADP
brj-23216	30	9	the	the	DET
brj-23216	30	10	biomass	biomass	NOUN
brj-23216	30	11	,	,	PUNCT
brj-23216	30	12	which	which	PRON
brj-23216	30	13	leads	lead	VERB
brj-23216	30	14	to	to	ADP
brj-23216	30	15	lignin	lignin	NOUN
brj-23216	30	16	breakdown	breakdown	NOUN
brj-23216	30	17	,	,	PUNCT
brj-23216	30	18	decreased	decrease	VERB
brj-23216	30	19	crystallinity	crystallinity	NOUN
brj-23216	30	20	,	,	PUNCT
brj-23216	30	21	and	and	CCONJ
brj-23216	30	22	increases	increase	NOUN
brj-23216	30	23	in	in	ADP
brj-23216	30	24	the	the	DET
brj-23216	30	25	internal	internal	ADJ
brj-23216	30	26	biomass	biomass	NOUN
brj-23216	30	27	surface	surface	NOUN
brj-23216	30	28	area	area	NOUN
brj-23216	30	29	.	.	PUNCT
brj-23216	31	1	recent	recent	ADJ
brj-23216	31	2	studies	study	NOUN
brj-23216	31	3	have	have	AUX
brj-23216	31	4	shown	show	VERB
brj-23216	31	5	the	the	DET
brj-23216	31	6	significant	significant	ADJ
brj-23216	31	7	effects	effect	NOUN
brj-23216	31	8	of	of	ADP
brj-23216	31	9	sodium	sodium	NOUN
brj-23216	31	10	hydroxide	hydroxide	NOUN
brj-23216	31	11	(	(	PUNCT
brj-23216	31	12	naoh	naoh	NOUN
brj-23216	31	13	)	)	PUNCT
brj-23216	31	14	,	,	PUNCT
brj-23216	31	15	potassium	potassium	NOUN
brj-23216	31	16	hydroxide	hydroxide	NOUN
brj-23216	31	17	(	(	PUNCT
brj-23216	31	18	koh	koh	PROPN
brj-23216	31	19	)	)	PUNCT
brj-23216	31	20	,	,	PUNCT
brj-23216	31	21	and	and	CCONJ
brj-23216	31	22	sodium	sodium	NOUN
brj-23216	31	23	carbonate	carbonate	NOUN
brj-23216	31	24	(	(	PUNCT
brj-23216	31	25	na2co3	na2co3	ADJ
brj-23216	31	26	)	)	PUNCT
brj-23216	31	27	pretreatments	pretreatment	NOUN
brj-23216	31	28	for	for	ADP
brj-23216	31	29	improving	improve	VERB
brj-23216	31	30	methane	methane	NOUN
brj-23216	31	31	production	production	NOUN
brj-23216	31	32	(	(	PUNCT
brj-23216	31	33	mirmohamadsadeghi	mirmohamadsadeghi	PROPN
brj-23216	31	34	et	et	PROPN
brj-23216	31	35	al	al	PROPN
brj-23216	31	36	.	.	PROPN
brj-23216	31	37	2021	2021	NUM
brj-23216	31	38	;	;	PUNCT
brj-23216	31	39	ouahabi	ouahabi	NOUN
brj-23216	31	40	et	et	PROPN
brj-23216	31	41	al	al	PROPN
brj-23216	31	42	.	.	PROPN
brj-23216	31	43	2021	2021	NUM
brj-23216	31	44	;	;	PUNCT
brj-23216	31	45	peyrelasse	peyrelasse	NOUN
brj-23216	31	46	et	et	PROPN
brj-23216	31	47	al	al	PROPN
brj-23216	31	48	.	.	PROPN
brj-23216	31	49	2021	2021	NUM
brj-23216	31	50	;	;	PUNCT
brj-23216	31	51	rani	rani	PROPN
brj-23216	31	52	et	et	PROPN
brj-23216	31	53	al	al	PROPN
brj-23216	31	54	.	.	PROPN
brj-23216	31	55	2022	2022	NUM
brj-23216	31	56	)	)	PUNCT
brj-23216	31	57	.	.	PUNCT
brj-23216	32	1	moreover	moreover	ADV
brj-23216	32	2	,	,	PUNCT
brj-23216	32	3	the	the	DET
brj-23216	32	4	incorporation	incorporation	NOUN
brj-23216	32	5	of	of	ADP
brj-23216	32	6	thermal	thermal	ADJ
brj-23216	32	7	pretreatment	pretreatment	NOUN
brj-23216	32	8	into	into	ADP
brj-23216	32	9	chemical	chemical	ADJ
brj-23216	32	10	pretreatment	pretreatment	NOUN
brj-23216	32	11	has	have	VERB
brj-23216	32	12	the	the	DET
brj-23216	32	13	benefits	benefit	NOUN
brj-23216	32	14	of	of	ADP
brj-23216	32	15	decreasing	decrease	VERB
brj-23216	32	16	chemical	chemical	ADJ
brj-23216	32	17	consumption	consumption	NOUN
brj-23216	32	18	and	and	CCONJ
brj-23216	32	19	increasing	increase	VERB
brj-23216	32	20	biogas	biogas	NOUN
brj-23216	32	21	production	production	NOUN
brj-23216	32	22	(	(	PUNCT
brj-23216	32	23	dumlu	dumlu	NOUN
brj-23216	32	24	et	et	PROPN
brj-23216	32	25	al	al	PROPN
brj-23216	32	26	.	.	PROPN
brj-23216	32	27	2021	2021	NUM
brj-23216	32	28	)	)	PUNCT
brj-23216	32	29	.	.	PUNCT
brj-23216	33	1	according	accord	VERB
brj-23216	33	2	to	to	ADP
brj-23216	33	3	the	the	DET
brj-23216	33	4	literature	literature	NOUN
brj-23216	33	5	and	and	CCONJ
brj-23216	33	6	previous	previous	ADJ
brj-23216	33	7	published	publish	VERB
brj-23216	33	8	studies	study	NOUN
brj-23216	33	9	(	(	PUNCT
brj-23216	33	10	patowary	patowary	NOUN
brj-23216	33	11	and	and	CCONJ
brj-23216	33	12	baruah	baruah	NOUN
brj-23216	33	13	2018	2018	NUM
brj-23216	33	14	;	;	PUNCT
brj-23216	33	15	du	du	PROPN
brj-23216	33	16	et	et	PROPN
brj-23216	33	17	al	al	PROPN
brj-23216	33	18	.	.	PROPN
brj-23216	33	19	2019	2019	NUM
brj-23216	33	20	;	;	PUNCT
brj-23216	33	21	mirmohamadsadeghi	mirmohamadsadeghi	PROPN
brj-23216	33	22	et	et	PROPN
brj-23216	33	23	al	al	PROPN
brj-23216	33	24	.	.	PROPN
brj-23216	33	25	2021	2021	NUM
brj-23216	33	26	)	)	PUNCT
brj-23216	33	27	,	,	PUNCT
brj-23216	33	28	thermoalkali	thermoalkali	PROPN
brj-23216	33	29	pretreatment	pretreatment	NOUN
brj-23216	33	30	had	have	VERB
brj-23216	33	31	a	a	DET
brj-23216	33	32	positive	positive	ADJ
brj-23216	33	33	impact	impact	NOUN
brj-23216	33	34	on	on	ADP
brj-23216	33	35	substrate	substrate	NOUN
brj-23216	33	36	degradation	degradation	NOUN
brj-23216	33	37	and	and	CCONJ
brj-23216	33	38	methane	methane	NOUN
brj-23216	33	39	production	production	NOUN
brj-23216	33	40	for	for	ADP
brj-23216	33	41	different	different	ADJ
brj-23216	33	42	contact	contact	NOUN
brj-23216	33	43	times	time	NOUN
brj-23216	33	44	(	(	PUNCT
brj-23216	33	45	1	1	NUM
brj-23216	33	46	-	-	SYM
brj-23216	33	47	9	9	NUM
brj-23216	33	48	h	h	NOUN
brj-23216	33	49	)	)	PUNCT
brj-23216	33	50	based	base	VERB
brj-23216	33	51	on	on	ADP
brj-23216	33	52	the	the	DET
brj-23216	33	53	substrate	substrate	NOUN
brj-23216	33	54	type	type	NOUN
brj-23216	33	55	.	.	PUNCT
brj-23216	34	1	recently	recently	ADV
brj-23216	34	2	,	,	PUNCT
brj-23216	34	3	various	various	ADJ
brj-23216	34	4	artificial	artificial	ADJ
brj-23216	34	5	neural	neural	ADJ
brj-23216	34	6	networks	network	NOUN
brj-23216	34	7	(	(	PUNCT
brj-23216	34	8	anns	anns	PROPN
brj-23216	34	9	)	)	PUNCT
brj-23216	34	10	have	have	AUX
brj-23216	34	11	been	be	AUX
brj-23216	34	12	proposed	propose	VERB
brj-23216	34	13	for	for	ADP
brj-23216	34	14	modeling	model	VERB
brj-23216	34	15	experimental	experimental	ADJ
brj-23216	34	16	data	datum	NOUN
brj-23216	34	17	related	relate	VERB
brj-23216	34	18	to	to	ADP
brj-23216	34	19	bioenergy	bioenergy	NOUN
brj-23216	34	20	production	production	NOUN
brj-23216	34	21	.	.	PUNCT
brj-23216	35	1	because	because	SCONJ
brj-23216	35	2	of	of	ADP
brj-23216	35	3	their	their	PRON
brj-23216	35	4	advantages	advantage	NOUN
brj-23216	35	5	compared	compare	VERB
brj-23216	35	6	to	to	ADP
brj-23216	35	7	traditional	traditional	ADJ
brj-23216	35	8	methods	method	NOUN
brj-23216	35	9	,	,	PUNCT
brj-23216	35	10	such	such	ADJ
brj-23216	35	11	as	as	ADP
brj-23216	35	12	the	the	DET
brj-23216	35	13	capacity	capacity	NOUN
brj-23216	35	14	to	to	PART
brj-23216	35	15	learn	learn	VERB
brj-23216	35	16	intricate	intricate	ADJ
brj-23216	35	17	input	input	NOUN
brj-23216	35	18	/	/	SYM
brj-23216	35	19	output	output	NOUN
brj-23216	35	20	relationships	relationship	NOUN
brj-23216	35	21	,	,	PUNCT
brj-23216	35	22	parallel	parallel	ADJ
brj-23216	35	23	computing	computing	NOUN
brj-23216	35	24	,	,	PUNCT
brj-23216	35	25	and	and	CCONJ
brj-23216	35	26	generalization	generalization	NOUN
brj-23216	35	27	,	,	PUNCT
brj-23216	35	28	anns	ann	NOUN
brj-23216	35	29	have	have	AUX
brj-23216	35	30	emerged	emerge	VERB
brj-23216	35	31	as	as	ADP
brj-23216	35	32	the	the	DET
brj-23216	35	33	most	most	ADV
brj-23216	35	34	popular	popular	ADJ
brj-23216	35	35	choice	choice	NOUN
brj-23216	35	36	for	for	ADP
brj-23216	35	37	modeling	modeling	NOUN
brj-23216	35	38	and	and	CCONJ
brj-23216	35	39	predicting	predict	VERB
brj-23216	35	40	a	a	DET
brj-23216	35	41	wide	wide	ADJ
brj-23216	35	42	range	range	NOUN
brj-23216	35	43	of	of	ADP
brj-23216	35	44	environmental	environmental	ADJ
brj-23216	35	45	issues	issue	NOUN
brj-23216	35	46	(	(	PUNCT
brj-23216	35	47	barik	barik	NOUN
brj-23216	35	48	and	and	CCONJ
brj-23216	35	49	murugan	murugan	PROPN
brj-23216	35	50	2015	2015	NUM
brj-23216	35	51	;	;	PUNCT
brj-23216	35	52	abdel	abdel	PROPN
brj-23216	35	53	daiem	daiem	PROPN
brj-23216	35	54	et	et	PROPN
brj-23216	35	55	al	al	PROPN
brj-23216	35	56	.	.	PROPN
brj-23216	35	57	2021a	2021a	NUM
brj-23216	35	58	;	;	PUNCT
brj-23216	35	59	oloko	oloko	NOUN
brj-23216	35	60	-	-	PUNCT
brj-23216	35	61	oba	oba	PROPN
brj-23216	35	62	et	et	PROPN
brj-23216	35	63	al	al	PROPN
brj-23216	35	64	.	.	PROPN
brj-23216	35	65	2018	2018	NUM
brj-23216	35	66	;	;	PUNCT
brj-23216	35	67	alrowais	alrowais	PROPN
brj-23216	35	68	et	et	PROPN
brj-23216	35	69	al	al	PROPN
brj-23216	35	70	.	.	PROPN
brj-23216	35	71	2023a	2023a	NUM
brj-23216	35	72	,	,	PUNCT
brj-23216	35	73	b	b	NOUN
brj-23216	35	74	,	,	PUNCT
brj-23216	35	75	c	c	NOUN
brj-23216	35	76	)	)	PUNCT
brj-23216	35	77	.	.	PUNCT
brj-23216	36	1	the	the	DET
brj-23216	36	2	most	most	ADV
brj-23216	36	3	important	important	ADJ
brj-23216	36	4	anns	ann	NOUN
brj-23216	36	5	are	be	AUX
brj-23216	36	6	feedforward	feedforward	ADJ
brj-23216	36	7	neural	neural	ADJ
brj-23216	36	8	networks	network	NOUN
brj-23216	36	9	(	(	PUNCT
brj-23216	36	10	ffnns	ffnns	NOUN
brj-23216	36	11	)	)	PUNCT
brj-23216	36	12	,	,	PUNCT
brj-23216	36	13	recurrent	recurrent	ADJ
brj-23216	36	14	neural	neural	ADJ
brj-23216	36	15	networks	network	NOUN
brj-23216	36	16	(	(	PUNCT
brj-23216	36	17	rnns	rnns	PROPN
brj-23216	36	18	)	)	PUNCT
brj-23216	36	19	,	,	PUNCT
brj-23216	36	20	and	and	CCONJ
brj-23216	36	21	nonlinear	nonlinear	ADJ
brj-23216	36	22	autoregressive	autoregressive	ADJ
brj-23216	36	23	exogenous	exogenous	ADJ
brj-23216	36	24	(	(	PUNCT
brj-23216	36	25	narx	narx	NOUN
brj-23216	36	26	)	)	PUNCT
brj-23216	36	27	networks	network	NOUN
brj-23216	36	28	.	.	PUNCT
brj-23216	37	1	a	a	DET
brj-23216	37	2	detailed	detailed	ADJ
brj-23216	37	3	review	review	NOUN
brj-23216	37	4	of	of	ADP
brj-23216	37	5	studies	study	NOUN
brj-23216	37	6	on	on	ADP
brj-23216	37	7	biogas	biogas	NOUN
brj-23216	37	8	production	production	NOUN
brj-23216	37	9	via	via	ADP
brj-23216	37	10	anns	anns	NOUN
brj-23216	37	11	has	have	AUX
brj-23216	37	12	been	be	AUX
brj-23216	37	13	presented	present	VERB
brj-23216	37	14	in	in	ADP
brj-23216	37	15	the	the	DET
brj-23216	37	16	literature	literature	NOUN
brj-23216	37	17	(	(	PUNCT
brj-23216	37	18	alrowais	alrowais	PROPN
brj-23216	37	19	et	et	PROPN
brj-23216	37	20	al	al	PROPN
brj-23216	37	21	.	.	PROPN
brj-23216	37	22	2023b	2023b	NUM
brj-23216	37	23	)	)	PUNCT
brj-23216	37	24	.	.	PUNCT
brj-23216	38	1	among	among	ADP
brj-23216	38	2	anns	ann	NOUN
brj-23216	38	3	,	,	PUNCT
brj-23216	38	4	the	the	DET
brj-23216	38	5	ffnn	ffnn	NOUN
brj-23216	38	6	is	be	AUX
brj-23216	38	7	the	the	DET
brj-23216	38	8	most	most	ADV
brj-23216	38	9	popular	popular	ADJ
brj-23216	38	10	type	type	NOUN
brj-23216	38	11	of	of	ADP
brj-23216	38	12	ann	ann	PROPN
brj-23216	38	13	and	and	CCONJ
brj-23216	38	14	has	have	AUX
brj-23216	38	15	shown	show	VERB
brj-23216	38	16	high	high	ADJ
brj-23216	38	17	accuracy	accuracy	NOUN
brj-23216	38	18	in	in	ADP
brj-23216	38	19	modeling	modeling	NOUN
brj-23216	38	20	and	and	CCONJ
brj-23216	38	21	predicting	predict	VERB
brj-23216	38	22	biogas	biogas	NOUN
brj-23216	38	23	and	and	CCONJ
brj-23216	38	24	methane	methane	NOUN
brj-23216	38	25	production	production	NOUN
brj-23216	38	26	.	.	PUNCT
brj-23216	39	1	ghatak	ghatak	NOUN
brj-23216	39	2	and	and	CCONJ
brj-23216	39	3	ghatak	ghatak	NOUN
brj-23216	39	4	(	(	PUNCT
brj-23216	39	5	2018	2018	NUM
brj-23216	39	6	)	)	PUNCT
brj-23216	39	7	used	use	VERB
brj-23216	39	8	ffnns	ffnns	NOUN
brj-23216	39	9	to	to	PART
brj-23216	39	10	predict	predict	VERB
brj-23216	39	11	and	and	CCONJ
brj-23216	39	12	model	model	VERB
brj-23216	39	13	the	the	DET
brj-23216	39	14	biogas	biogas	NOUN
brj-23216	39	15	yield	yield	NOUN
brj-23216	39	16	peer	peer	NOUN
brj-23216	39	17	-	-	PUNCT
brj-23216	39	18	reviewed	review	VERB
brj-23216	39	19	article	article	NOUN
brj-23216	39	20	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	39	21	alrowais	alrowais	PROPN
brj-23216	39	22	et	et	PROPN
brj-23216	39	23	al	al	PROPN
brj-23216	39	24	.	.	PROPN
brj-23216	40	1	(	(	PUNCT
brj-23216	40	2	2024	2024	NUM
brj-23216	40	3	)	)	PUNCT
brj-23216	40	4	.	.	PUNCT
brj-23216	41	1	“	"	PUNCT
brj-23216	41	2	methane	methane	NOUN
brj-23216	41	3	from	from	ADP
brj-23216	41	4	straw	straw	NOUN
brj-23216	41	5	&	&	CCONJ
brj-23216	41	6	sludge	sludge	PROPN
brj-23216	41	7	,	,	PUNCT
brj-23216	41	8	”	"	PUNCT
brj-23216	41	9	bioresources	bioresource	NOUN
brj-23216	41	10	19(2	19(2	NUM
brj-23216	41	11	)	)	PUNCT
brj-23216	41	12	,	,	PUNCT
brj-23216	41	13	2179	2179	NUM
brj-23216	41	14	-	-	SYM
brj-23216	41	15	2200	2200	NUM
brj-23216	41	16	.	.	PUNCT
brj-23216	42	1	2181	2181	NUM
brj-23216	42	2	from	from	ADP
brj-23216	42	3	anaerobic	anaerobic	ADJ
brj-23216	42	4	digestion	digestion	NOUN
brj-23216	42	5	of	of	ADP
brj-23216	42	6	mixed	mixed	ADJ
brj-23216	42	7	compositions	composition	NOUN
brj-23216	42	8	comprising	comprise	VERB
brj-23216	42	9	cattle	cattle	NOUN
brj-23216	42	10	dung	dung	NOUN
brj-23216	42	11	,	,	PUNCT
brj-23216	42	12	bamboo	bamboo	NOUN
brj-23216	42	13	dust	dust	NOUN
brj-23216	42	14	,	,	PUNCT
brj-23216	42	15	sugar	sugar	NOUN
brj-23216	42	16	-	-	PUNCT
brj-23216	42	17	cane	cane	NOUN
brj-23216	42	18	bagasse	bagasse	NOUN
brj-23216	42	19	,	,	PUNCT
brj-23216	42	20	and	and	CCONJ
brj-23216	42	21	saw	see	VERB
brj-23216	42	22	dust	dust	NOUN
brj-23216	42	23	.	.	PUNCT
brj-23216	43	1	almomani	almomani	PROPN
brj-23216	43	2	(	(	PUNCT
brj-23216	43	3	2020	2020	NUM
brj-23216	43	4	)	)	PUNCT
brj-23216	43	5	used	use	VERB
brj-23216	43	6	an	an	DET
brj-23216	43	7	ffnn	ffnn	NOUN
brj-23216	43	8	for	for	ADP
brj-23216	43	9	modeling	model	VERB
brj-23216	43	10	methane	methane	NOUN
brj-23216	43	11	production	production	NOUN
brj-23216	43	12	from	from	ADP
brj-23216	43	13	the	the	DET
brj-23216	43	14	codigestion	codigestion	NOUN
brj-23216	43	15	of	of	ADP
brj-23216	43	16	cow	cow	NOUN
brj-23216	43	17	manure	manure	NOUN
brj-23216	43	18	and	and	CCONJ
brj-23216	43	19	agricultural	agricultural	ADJ
brj-23216	43	20	solid	solid	ADJ
brj-23216	43	21	wastes	waste	NOUN
brj-23216	43	22	.	.	PUNCT
brj-23216	44	1	şenol	şenol	NOUN
brj-23216	44	2	(	(	PUNCT
brj-23216	44	3	2021	2021	NUM
brj-23216	44	4	)	)	PUNCT
brj-23216	44	5	used	use	VERB
brj-23216	44	6	an	an	DET
brj-23216	44	7	ffnn	ffnn	NOUN
brj-23216	44	8	to	to	PART
brj-23216	44	9	model	model	VERB
brj-23216	44	10	the	the	DET
brj-23216	44	11	methane	methane	NOUN
brj-23216	44	12	yield	yield	NOUN
brj-23216	44	13	from	from	ADP
brj-23216	44	14	sewage	sewage	NOUN
brj-23216	44	15	sludge	sludge	NOUN
brj-23216	44	16	digestion	digestion	NOUN
brj-23216	44	17	.	.	PUNCT
brj-23216	45	1	beltramo	beltramo	PROPN
brj-23216	45	2	et	et	PROPN
brj-23216	45	3	al	al	PROPN
brj-23216	45	4	.	.	PROPN
brj-23216	46	1	(	(	PUNCT
brj-23216	46	2	2019	2019	NUM
brj-23216	46	3	)	)	PUNCT
brj-23216	46	4	conducted	conduct	VERB
brj-23216	46	5	ffnn	ffnn	NOUN
brj-23216	46	6	modeling	modeling	NOUN
brj-23216	46	7	of	of	ADP
brj-23216	46	8	the	the	DET
brj-23216	46	9	biogas	biogas	NOUN
brj-23216	46	10	production	production	NOUN
brj-23216	46	11	rate	rate	NOUN
brj-23216	46	12	from	from	ADP
brj-23216	46	13	digestion	digestion	NOUN
brj-23216	46	14	of	of	ADP
brj-23216	46	15	maize	maize	NOUN
brj-23216	46	16	and	and	CCONJ
brj-23216	46	17	grass	grass	NOUN
brj-23216	46	18	silages	silage	NOUN
brj-23216	46	19	together	together	ADV
brj-23216	46	20	with	with	ADP
brj-23216	46	21	pig	pig	NOUN
brj-23216	46	22	and	and	CCONJ
brj-23216	46	23	cattle	cattle	NOUN
brj-23216	46	24	manure	manure	NOUN
brj-23216	46	25	.	.	PUNCT
brj-23216	47	1	biogas	biogas	NOUN
brj-23216	47	2	production	production	NOUN
brj-23216	47	3	from	from	ADP
brj-23216	47	4	anaerobic	anaerobic	ADJ
brj-23216	47	5	codigestion	codigestion	NOUN
brj-23216	47	6	of	of	ADP
brj-23216	47	7	waste	waste	NOUN
brj-23216	47	8	activated	activate	VERB
brj-23216	47	9	sludge	sludge	NOUN
brj-23216	47	10	and	and	CCONJ
brj-23216	47	11	wheat	wheat	NOUN
brj-23216	47	12	straw	straw	NOUN
brj-23216	47	13	was	be	AUX
brj-23216	47	14	modeled	model	VERB
brj-23216	47	15	and	and	CCONJ
brj-23216	47	16	predicted	predict	VERB
brj-23216	47	17	with	with	ADP
brj-23216	47	18	ffnn	ffnn	NOUN
brj-23216	47	19	modeling	modeling	NOUN
brj-23216	47	20	(	(	PUNCT
brj-23216	47	21	abdel	abdel	PROPN
brj-23216	47	22	daiem	daiem	PROPN
brj-23216	47	23	et	et	PROPN
brj-23216	47	24	al	al	PROPN
brj-23216	47	25	.	.	PROPN
brj-23216	47	26	2021b	2021b	NUM
brj-23216	47	27	)	)	PUNCT
brj-23216	47	28	.	.	PUNCT
brj-23216	48	1	based	base	VERB
brj-23216	48	2	on	on	ADP
brj-23216	48	3	the	the	DET
brj-23216	48	4	oscillation	oscillation	NOUN
brj-23216	48	5	modes	mode	NOUN
brj-23216	48	6	of	of	ADP
brj-23216	48	7	slime	slime	NOUN
brj-23216	48	8	molds	mold	NOUN
brj-23216	48	9	found	find	VERB
brj-23216	48	10	in	in	ADP
brj-23216	48	11	nature	nature	NOUN
brj-23216	48	12	,	,	PUNCT
brj-23216	48	13	a	a	DET
brj-23216	48	14	novel	novel	ADJ
brj-23216	48	15	stochastic	stochastic	ADJ
brj-23216	48	16	optimizer	optimizer	NOUN
brj-23216	48	17	known	know	VERB
brj-23216	48	18	as	as	ADP
brj-23216	48	19	the	the	DET
brj-23216	48	20	slime	slime	NOUN
brj-23216	48	21	mold	mold	NOUN
brj-23216	48	22	algorithm	algorithm	NOUN
brj-23216	48	23	(	(	PUNCT
brj-23216	48	24	sma	sma	PROPN
brj-23216	48	25	)	)	PUNCT
brj-23216	48	26	is	be	AUX
brj-23216	48	27	proposed	propose	VERB
brj-23216	48	28	.	.	PUNCT
brj-23216	49	1	it	it	PRON
brj-23216	49	2	features	feature	VERB
brj-23216	49	3	a	a	DET
brj-23216	49	4	novel	novel	ADJ
brj-23216	49	5	mathematical	mathematical	ADJ
brj-23216	49	6	model	model	NOUN
brj-23216	49	7	with	with	ADP
brj-23216	49	8	adaptive	adaptive	ADJ
brj-23216	49	9	weighting	weighting	NOUN
brj-23216	49	10	to	to	PART
brj-23216	49	11	mimic	mimic	VERB
brj-23216	49	12	the	the	DET
brj-23216	49	13	generation	generation	NOUN
brj-23216	49	14	of	of	ADP
brj-23216	49	15	positive	positive	ADJ
brj-23216	49	16	and	and	CCONJ
brj-23216	49	17	negative	negative	ADJ
brj-23216	49	18	feedback	feedback	NOUN
brj-23216	49	19	from	from	ADP
brj-23216	49	20	slime	slime	NOUN
brj-23216	49	21	mold	mold	NOUN
brj-23216	49	22	propagation	propagation	NOUN
brj-23216	49	23	waves	wave	NOUN
brj-23216	49	24	based	base	VERB
brj-23216	49	25	on	on	ADP
brj-23216	49	26	a	a	DET
brj-23216	49	27	bio	bio	NOUN
brj-23216	49	28	-	-	NOUN
brj-23216	49	29	oscillator	oscillator	NOUN
brj-23216	49	30	to	to	PART
brj-23216	49	31	form	form	VERB
brj-23216	49	32	the	the	DET
brj-23216	49	33	ideal	ideal	ADJ
brj-23216	49	34	path	path	NOUN
brj-23216	49	35	for	for	ADP
brj-23216	49	36	connecting	connect	VERB
brj-23216	49	37	food	food	NOUN
brj-23216	49	38	;	;	PUNCT
brj-23216	49	39	the	the	DET
brj-23216	49	40	sma	sma	NOUN
brj-23216	49	41	has	have	VERB
brj-23216	49	42	exceptional	exceptional	ADJ
brj-23216	49	43	exploratory	exploratory	ADJ
brj-23216	49	44	ability	ability	NOUN
brj-23216	49	45	and	and	CCONJ
brj-23216	49	46	exploitation	exploitation	NOUN
brj-23216	49	47	propensity	propensity	NOUN
brj-23216	49	48	,	,	PUNCT
brj-23216	49	49	and	and	CCONJ
brj-23216	49	50	the	the	DET
brj-23216	49	51	proposed	propose	VERB
brj-23216	49	52	sma	sma	NOUN
brj-23216	49	53	has	have	VERB
brj-23216	49	54	several	several	ADJ
brj-23216	49	55	new	new	ADJ
brj-23216	49	56	features	feature	NOUN
brj-23216	49	57	.	.	PUNCT
brj-23216	50	1	to	to	PART
brj-23216	50	2	confirm	confirm	VERB
brj-23216	50	3	its	its	PRON
brj-23216	50	4	effectiveness	effectiveness	NOUN
brj-23216	50	5	,	,	PUNCT
brj-23216	50	6	the	the	DET
brj-23216	50	7	proposed	propose	VERB
brj-23216	50	8	sma	sma	NOUN
brj-23216	50	9	was	be	AUX
brj-23216	50	10	evaluated	evaluate	VERB
brj-23216	50	11	with	with	ADP
brj-23216	50	12	the	the	DET
brj-23216	50	13	most	most	ADV
brj-23216	50	14	recent	recent	ADJ
brj-23216	50	15	metaheuristics	metaheuristic	NOUN
brj-23216	50	16	via	via	ADP
brj-23216	50	17	a	a	DET
brj-23216	50	18	large	large	ADJ
brj-23216	50	19	collection	collection	NOUN
brj-23216	50	20	of	of	ADP
brj-23216	50	21	benchmarks	benchmark	NOUN
brj-23216	50	22	.	.	PUNCT
brj-23216	51	1	in	in	ADP
brj-23216	51	2	addition	addition	NOUN
brj-23216	51	3	,	,	PUNCT
brj-23216	51	4	the	the	DET
brj-23216	51	5	performance	performance	NOUN
brj-23216	51	6	of	of	ADP
brj-23216	51	7	the	the	DET
brj-23216	51	8	algorithm	algorithm	NOUN
brj-23216	51	9	in	in	ADP
brj-23216	51	10	optimizing	optimize	VERB
brj-23216	51	11	constrained	constrained	ADJ
brj-23216	51	12	issues	issue	NOUN
brj-23216	51	13	was	be	AUX
brj-23216	51	14	estimated	estimate	VERB
brj-23216	51	15	with	with	ADP
brj-23216	51	16	four	four	NUM
brj-23216	51	17	traditional	traditional	ADJ
brj-23216	51	18	engineering	engineering	NOUN
brj-23216	51	19	problems	problem	NOUN
brj-23216	51	20	.	.	PUNCT
brj-23216	52	1	the	the	DET
brj-23216	52	2	findings	finding	NOUN
brj-23216	52	3	showed	show	VERB
brj-23216	52	4	that	that	SCONJ
brj-23216	52	5	the	the	DET
brj-23216	52	6	suggested	suggest	VERB
brj-23216	52	7	sma	sma	NOUN
brj-23216	52	8	achieved	achieve	VERB
brj-23216	52	9	competitive	competitive	ADJ
brj-23216	52	10	,	,	PUNCT
brj-23216	52	11	frequently	frequently	ADV
brj-23216	52	12	exceptional	exceptional	ADJ
brj-23216	52	13	,	,	PUNCT
brj-23216	52	14	performance	performance	NOUN
brj-23216	52	15	across	across	ADP
brj-23216	52	16	several	several	ADJ
brj-23216	52	17	search	search	NOUN
brj-23216	52	18	environments	environment	NOUN
brj-23216	52	19	(	(	PUNCT
brj-23216	52	20	li	li	PROPN
brj-23216	52	21	et	et	PROPN
brj-23216	52	22	al	al	PROPN
brj-23216	52	23	.	.	PROPN
brj-23216	52	24	2020	2020	NUM
brj-23216	52	25	)	)	PUNCT
brj-23216	52	26	.	.	PUNCT
brj-23216	53	1	most	most	ADJ
brj-23216	53	2	optimization	optimization	NOUN
brj-23216	53	3	approaches	approach	NOUN
brj-23216	53	4	need	need	VERB
brj-23216	53	5	their	their	PRON
brj-23216	53	6	properties	property	NOUN
brj-23216	53	7	changed	change	VERB
brj-23216	53	8	to	to	PART
brj-23216	53	9	fit	fit	VERB
brj-23216	53	10	the	the	DET
brj-23216	53	11	needs	need	NOUN
brj-23216	53	12	of	of	ADP
brj-23216	53	13	the	the	DET
brj-23216	53	14	necessary	necessary	ADJ
brj-23216	53	15	applications	application	NOUN
brj-23216	53	16	.	.	PUNCT
brj-23216	54	1	to	to	PART
brj-23216	54	2	avoid	avoid	VERB
brj-23216	54	3	being	be	AUX
brj-23216	54	4	trapped	trap	VERB
brj-23216	54	5	in	in	ADP
brj-23216	54	6	local	local	ADJ
brj-23216	54	7	optima	optima	NOUN
brj-23216	54	8	and	and	CCONJ
brj-23216	54	9	to	to	PART
brj-23216	54	10	reduce	reduce	VERB
brj-23216	54	11	the	the	DET
brj-23216	54	12	calculation	calculation	NOUN
brj-23216	54	13	time	time	NOUN
brj-23216	54	14	,	,	PUNCT
brj-23216	54	15	slime	slime	NOUN
brj-23216	54	16	mold	mold	NOUN
brj-23216	54	17	optimization	optimization	NOUN
brj-23216	54	18	(	(	PUNCT
brj-23216	54	19	smo	smo	PROPN
brj-23216	54	20	)	)	PUNCT
brj-23216	54	21	features	feature	NOUN
brj-23216	54	22	are	be	AUX
brj-23216	54	23	also	also	ADV
brj-23216	54	24	recommended	recommend	VERB
brj-23216	54	25	.	.	PUNCT
brj-23216	55	1	several	several	ADJ
brj-23216	55	2	studies	study	NOUN
brj-23216	55	3	have	have	AUX
brj-23216	55	4	investigated	investigate	VERB
brj-23216	55	5	the	the	DET
brj-23216	55	6	effects	effect	NOUN
brj-23216	55	7	of	of	ADP
brj-23216	55	8	pretreating	pretreate	VERB
brj-23216	55	9	different	different	ADJ
brj-23216	55	10	straw	straw	NOUN
brj-23216	55	11	types	type	NOUN
brj-23216	55	12	to	to	PART
brj-23216	55	13	enhance	enhance	VERB
brj-23216	55	14	methane	methane	NOUN
brj-23216	55	15	production	production	NOUN
brj-23216	55	16	;	;	PUNCT
brj-23216	55	17	however	however	ADV
brj-23216	55	18	,	,	PUNCT
brj-23216	55	19	studies	study	NOUN
brj-23216	55	20	related	relate	VERB
brj-23216	55	21	to	to	ADP
brj-23216	55	22	barley	barley	NOUN
brj-23216	55	23	straw	straw	NOUN
brj-23216	55	24	(	(	PUNCT
brj-23216	55	25	the	the	DET
brj-23216	55	26	highest	high	ADJ
brj-23216	55	27	crop	crop	NOUN
brj-23216	55	28	residue	residue	NOUN
brj-23216	55	29	in	in	ADP
brj-23216	55	30	saudi	saudi	PROPN
brj-23216	55	31	arabia	arabia	PROPN
brj-23216	55	32	,	,	PUNCT
brj-23216	55	33	781,000	781,000	NUM
brj-23216	55	34	tons	ton	NOUN
brj-23216	55	35	/	/	SYM
brj-23216	55	36	year	year	NOUN
brj-23216	55	37	)	)	PUNCT
brj-23216	55	38	are	be	AUX
brj-23216	55	39	very	very	ADV
brj-23216	55	40	limited	limited	ADJ
brj-23216	55	41	(	(	PUNCT
brj-23216	55	42	abdel	abdel	PROPN
brj-23216	55	43	daiem	daiem	PROPN
brj-23216	55	44	and	and	CCONJ
brj-23216	55	45	said	say	VERB
brj-23216	55	46	2022	2022	NUM
brj-23216	55	47	)	)	PUNCT
brj-23216	55	48	.	.	PUNCT
brj-23216	56	1	thus	thus	ADV
brj-23216	56	2	,	,	PUNCT
brj-23216	56	3	the	the	DET
brj-23216	56	4	main	main	ADJ
brj-23216	56	5	objective	objective	NOUN
brj-23216	56	6	of	of	ADP
brj-23216	56	7	this	this	DET
brj-23216	56	8	work	work	NOUN
brj-23216	56	9	was	be	AUX
brj-23216	56	10	to	to	PART
brj-23216	56	11	analyze	analyze	VERB
brj-23216	56	12	the	the	DET
brj-23216	56	13	effects	effect	NOUN
brj-23216	56	14	of	of	ADP
brj-23216	56	15	different	different	ADJ
brj-23216	56	16	alkali	alkali	ADJ
brj-23216	56	17	pretreatments	pretreatment	NOUN
brj-23216	56	18	with	with	ADP
brj-23216	56	19	the	the	DET
brj-23216	56	20	most	most	ADV
brj-23216	56	21	effective	effective	ADJ
brj-23216	56	22	chemical	chemical	ADJ
brj-23216	56	23	agents	agent	NOUN
brj-23216	56	24	(	(	PUNCT
brj-23216	56	25	naoh	naoh	PROPN
brj-23216	56	26	,	,	PUNCT
brj-23216	56	27	koh	koh	PROPN
brj-23216	56	28	,	,	PUNCT
brj-23216	56	29	and	and	CCONJ
brj-23216	56	30	na2co3	na2co3	PROPN
brj-23216	56	31	)	)	PUNCT
brj-23216	56	32	on	on	ADP
brj-23216	56	33	the	the	DET
brj-23216	56	34	physical	physical	ADJ
brj-23216	56	35	,	,	PUNCT
brj-23216	56	36	thermal	thermal	ADJ
brj-23216	56	37	,	,	PUNCT
brj-23216	56	38	and	and	CCONJ
brj-23216	56	39	chemical	chemical	NOUN
brj-23216	56	40	characteristics	characteristic	NOUN
brj-23216	56	41	of	of	ADP
brj-23216	56	42	barley	barley	NOUN
brj-23216	56	43	straw	straw	NOUN
brj-23216	56	44	and	and	CCONJ
brj-23216	56	45	to	to	PART
brj-23216	56	46	investigate	investigate	VERB
brj-23216	56	47	the	the	DET
brj-23216	56	48	effect	effect	NOUN
brj-23216	56	49	of	of	ADP
brj-23216	56	50	pretreatment	pretreatment	NOUN
brj-23216	56	51	on	on	ADP
brj-23216	56	52	enhancing	enhance	VERB
brj-23216	56	53	methane	methane	NOUN
brj-23216	56	54	production	production	NOUN
brj-23216	56	55	from	from	ADP
brj-23216	56	56	digestion	digestion	NOUN
brj-23216	56	57	of	of	ADP
brj-23216	56	58	the	the	DET
brj-23216	56	59	pretreated	pretreate	VERB
brj-23216	56	60	straw	straw	NOUN
brj-23216	56	61	with	with	ADP
brj-23216	56	62	sewage	sewage	NOUN
brj-23216	56	63	sludge	sludge	NOUN
brj-23216	56	64	.	.	PUNCT
brj-23216	57	1	this	this	DET
brj-23216	57	2	study	study	NOUN
brj-23216	57	3	was	be	AUX
brj-23216	57	4	also	also	ADV
brj-23216	57	5	intended	intend	VERB
brj-23216	57	6	to	to	PART
brj-23216	57	7	model	model	VERB
brj-23216	57	8	methane	methane	NOUN
brj-23216	57	9	production	production	NOUN
brj-23216	57	10	with	with	ADP
brj-23216	57	11	ffnn	ffnn	NOUN
brj-23216	57	12	-	-	PUNCT
brj-23216	57	13	smo	smo	NOUN
brj-23216	57	14	techniques	technique	NOUN
brj-23216	57	15	and	and	CCONJ
brj-23216	57	16	use	use	VERB
brj-23216	57	17	the	the	DET
brj-23216	57	18	matlab	matlab	PROPN
brj-23216	57	19	program	program	NOUN
brj-23216	57	20	(	(	PUNCT
brj-23216	57	21	2020a	2020a	NOUN
brj-23216	57	22	)	)	PUNCT
brj-23216	57	23	to	to	PART
brj-23216	57	24	investigate	investigate	VERB
brj-23216	57	25	the	the	DET
brj-23216	57	26	accuracies	accuracy	NOUN
brj-23216	57	27	of	of	ADP
brj-23216	57	28	these	these	DET
brj-23216	57	29	techniques	technique	NOUN
brj-23216	57	30	in	in	ADP
brj-23216	57	31	predicting	predict	VERB
brj-23216	57	32	and	and	CCONJ
brj-23216	57	33	optimizing	optimize	VERB
brj-23216	57	34	methane	methane	NOUN
brj-23216	57	35	production	production	NOUN
brj-23216	57	36	.	.	PUNCT
brj-23216	58	1	experimental	experimental	ADJ
brj-23216	58	2	materials	material	NOUN
brj-23216	58	3	and	and	CCONJ
brj-23216	58	4	methods	method	NOUN
brj-23216	58	5	sample	sample	NOUN
brj-23216	58	6	collection	collection	NOUN
brj-23216	58	7	barley	barley	NOUN
brj-23216	58	8	straw	straw	NOUN
brj-23216	58	9	samples	sample	NOUN
brj-23216	58	10	were	be	AUX
brj-23216	58	11	collected	collect	VERB
brj-23216	58	12	from	from	ADP
brj-23216	58	13	a	a	DET
brj-23216	58	14	field	field	NOUN
brj-23216	58	15	in	in	ADP
brj-23216	58	16	the	the	DET
brj-23216	58	17	al	al	PROPN
brj-23216	58	18	jouf	jouf	PROPN
brj-23216	58	19	region	region	PROPN
brj-23216	58	20	,	,	PUNCT
brj-23216	58	21	saudi	saudi	PROPN
brj-23216	58	22	arabia	arabia	PROPN
brj-23216	58	23	.	.	PUNCT
brj-23216	59	1	the	the	DET
brj-23216	59	2	samples	sample	NOUN
brj-23216	59	3	were	be	AUX
brj-23216	59	4	ground	grind	VERB
brj-23216	59	5	to	to	ADP
brj-23216	59	6	particle	particle	NOUN
brj-23216	59	7	size	size	NOUN
brj-23216	59	8	<	<	X
brj-23216	59	9	1	1	NUM
brj-23216	59	10	mm	mm	NOUN
brj-23216	59	11	and	and	CCONJ
brj-23216	59	12	stored	store	VERB
brj-23216	59	13	at	at	ADP
brj-23216	59	14	room	room	NOUN
brj-23216	59	15	temperature	temperature	NOUN
brj-23216	59	16	in	in	ADP
brj-23216	59	17	plastic	plastic	ADJ
brj-23216	59	18	bags	bag	NOUN
brj-23216	59	19	until	until	ADP
brj-23216	59	20	subsequent	subsequent	ADJ
brj-23216	59	21	use	use	NOUN
brj-23216	59	22	.	.	PUNCT
brj-23216	60	1	waste	waste	NOUN
brj-23216	60	2	activated	activate	VERB
brj-23216	60	3	sludge	sludge	NOUN
brj-23216	60	4	samples	sample	NOUN
brj-23216	60	5	were	be	AUX
brj-23216	60	6	collected	collect	VERB
brj-23216	60	7	from	from	ADP
brj-23216	60	8	the	the	DET
brj-23216	60	9	sakaka	sakaka	ADJ
brj-23216	60	10	wastewater	wastewater	NOUN
brj-23216	60	11	treatment	treatment	NOUN
brj-23216	60	12	plant	plant	NOUN
brj-23216	60	13	in	in	ADP
brj-23216	60	14	the	the	DET
brj-23216	60	15	al	al	PROPN
brj-23216	60	16	jouf	jouf	PROPN
brj-23216	60	17	region	region	NOUN
brj-23216	60	18	and	and	CCONJ
brj-23216	60	19	stored	store	VERB
brj-23216	60	20	at	at	ADP
brj-23216	60	21	4	4	NUM
brj-23216	60	22	°	°	NOUN
brj-23216	60	23	c	c	NOUN
brj-23216	60	24	.	.	PUNCT
brj-23216	61	1	lab	lab	NOUN
brj-23216	61	2	analyses	analyse	VERB
brj-23216	61	3	total	total	ADJ
brj-23216	61	4	solids	solid	NOUN
brj-23216	61	5	(	(	PUNCT
brj-23216	61	6	ts	ts	NOUN
brj-23216	61	7	)	)	PUNCT
brj-23216	61	8	,	,	PUNCT
brj-23216	61	9	volatile	volatile	ADJ
brj-23216	61	10	solids	solid	NOUN
brj-23216	61	11	(	(	PUNCT
brj-23216	61	12	vs	vs	NOUN
brj-23216	61	13	)	)	PUNCT
brj-23216	61	14	,	,	PUNCT
brj-23216	61	15	total	total	ADJ
brj-23216	61	16	carbon	carbon	NOUN
brj-23216	61	17	(	(	PUNCT
brj-23216	61	18	c	c	NOUN
brj-23216	61	19	)	)	PUNCT
brj-23216	61	20	,	,	PUNCT
brj-23216	61	21	and	and	CCONJ
brj-23216	61	22	total	total	ADJ
brj-23216	61	23	nitrogen	nitrogen	NOUN
brj-23216	61	24	(	(	PUNCT
brj-23216	61	25	n	n	CCONJ
brj-23216	61	26	)	)	PUNCT
brj-23216	61	27	were	be	AUX
brj-23216	61	28	measured	measure	VERB
brj-23216	61	29	according	accord	VERB
brj-23216	61	30	to	to	ADP
brj-23216	61	31	standard	standard	ADJ
brj-23216	61	32	methods	method	NOUN
brj-23216	61	33	(	(	PUNCT
brj-23216	61	34	rice	rice	NOUN
brj-23216	61	35	and	and	CCONJ
brj-23216	61	36	bridgewater	bridgewater	NOUN
brj-23216	61	37	2012	2012	NUM
brj-23216	61	38	)	)	PUNCT
brj-23216	61	39	.	.	PUNCT
brj-23216	62	1	elemental	elemental	ADJ
brj-23216	62	2	analyses	analysis	NOUN
brj-23216	62	3	(	(	PUNCT
brj-23216	62	4	si	si	NOUN
brj-23216	62	5	:	:	PUNCT
brj-23216	62	6	silicon	silicon	NOUN
brj-23216	62	7	,	,	PUNCT
brj-23216	62	8	h	h	NOUN
brj-23216	62	9	:	:	PUNCT
brj-23216	62	10	hydrogen	hydrogen	NOUN
brj-23216	62	11	,	,	PUNCT
brj-23216	62	12	p	p	X
brj-23216	62	13	:	:	PUNCT
brj-23216	62	14	phosphorus	phosphorus	NOUN
brj-23216	62	15	,	,	PUNCT
brj-23216	62	16	k	k	NOUN
brj-23216	62	17	:	:	PUNCT
brj-23216	62	18	potassium	potassium	NOUN
brj-23216	62	19	,	,	PUNCT
brj-23216	62	20	ca	ca	NOUN
brj-23216	62	21	:	:	PUNCT
brj-23216	62	22	calcium	calcium	NOUN
brj-23216	62	23	,	,	PUNCT
brj-23216	62	24	cl	cl	NOUN
brj-23216	62	25	:	:	PUNCT
brj-23216	62	26	chlorine	chlorine	NOUN
brj-23216	62	27	,	,	PUNCT
brj-23216	62	28	cu	cu	NOUN
brj-23216	62	29	:	:	PUNCT
brj-23216	62	30	peer	peer	NOUN
brj-23216	62	31	-	-	PUNCT
brj-23216	62	32	reviewed	review	VERB
brj-23216	62	33	article	article	NOUN
brj-23216	62	34	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	62	35	alrowais	alrowais	PROPN
brj-23216	62	36	et	et	PROPN
brj-23216	62	37	al	al	PROPN
brj-23216	62	38	.	.	PROPN
brj-23216	63	1	(	(	PUNCT
brj-23216	63	2	2024	2024	NUM
brj-23216	63	3	)	)	PUNCT
brj-23216	63	4	.	.	PUNCT
brj-23216	64	1	“	"	PUNCT
brj-23216	64	2	methane	methane	NOUN
brj-23216	64	3	from	from	ADP
brj-23216	64	4	straw	straw	NOUN
brj-23216	64	5	&	&	CCONJ
brj-23216	64	6	sludge	sludge	PROPN
brj-23216	64	7	,	,	PUNCT
brj-23216	64	8	”	"	PUNCT
brj-23216	64	9	bioresources	bioresource	NOUN
brj-23216	64	10	19(2	19(2	NUM
brj-23216	64	11	)	)	PUNCT
brj-23216	64	12	,	,	PUNCT
brj-23216	64	13	2179	2179	NUM
brj-23216	64	14	-	-	SYM
brj-23216	64	15	2200	2200	NUM
brj-23216	64	16	.	.	PUNCT
brj-23216	65	1	2182	2182	NUM
brj-23216	65	2	copper	copper	NOUN
brj-23216	65	3	,	,	PUNCT
brj-23216	65	4	ni	ni	PROPN
brj-23216	65	5	:	:	SYM
brj-23216	65	6	nickel	nickel	NOUN
brj-23216	65	7	,	,	PUNCT
brj-23216	65	8	fe	fe	NOUN
brj-23216	65	9	:	:	PUNCT
brj-23216	65	10	iron	iron	NOUN
brj-23216	65	11	,	,	PUNCT
brj-23216	65	12	zn	zn	PROPN
brj-23216	65	13	:	:	PUNCT
brj-23216	65	14	zinc	zinc	NOUN
brj-23216	65	15	,	,	PUNCT
brj-23216	65	16	mn	mn	PROPN
brj-23216	65	17	:	:	PUNCT
brj-23216	65	18	manganese	manganese	NOUN
brj-23216	65	19	,	,	PUNCT
brj-23216	65	20	co	co	NOUN
brj-23216	65	21	:	:	PUNCT
brj-23216	65	22	cobalt	cobalt	NOUN
brj-23216	65	23	,	,	PUNCT
brj-23216	65	24	mo	mo	NOUN
brj-23216	65	25	:	:	PUNCT
brj-23216	65	26	molybdenum	molybdenum	NOUN
brj-23216	65	27	,	,	PUNCT
brj-23216	65	28	and	and	CCONJ
brj-23216	65	29	s	s	X
brj-23216	65	30	:	:	PUNCT
brj-23216	65	31	sulfur	sulfur	NOUN
brj-23216	65	32	)	)	PUNCT
brj-23216	65	33	were	be	AUX
brj-23216	65	34	performed	perform	VERB
brj-23216	65	35	with	with	ADP
brj-23216	65	36	an	an	DET
brj-23216	65	37	oxford	oxford	ADJ
brj-23216	65	38	x	x	NOUN
brj-23216	65	39	-	-	NOUN
brj-23216	65	40	met7500	met7500	ADJ
brj-23216	65	41	scrap	scrap	NOUN
brj-23216	65	42	metal	metal	NOUN
brj-23216	65	43	analyzer	analyzer	NOUN
brj-23216	65	44	according	accord	VERB
brj-23216	65	45	to	to	ADP
brj-23216	65	46	the	the	DET
brj-23216	65	47	manufacturer	manufacturer	NOUN
brj-23216	65	48	’s	’s	PART
brj-23216	65	49	instructions	instruction	NOUN
brj-23216	65	50	.	.	PUNCT
brj-23216	66	1	the	the	DET
brj-23216	66	2	chemical	chemical	ADJ
brj-23216	66	3	oxygen	oxygen	NOUN
brj-23216	66	4	demand	demand	NOUN
brj-23216	66	5	(	(	PUNCT
brj-23216	66	6	cod	cod	NOUN
brj-23216	66	7	)	)	PUNCT
brj-23216	66	8	was	be	AUX
brj-23216	66	9	measured	measure	VERB
brj-23216	66	10	with	with	ADP
brj-23216	66	11	a	a	DET
brj-23216	66	12	spectrophotometer	spectrophotometer	NOUN
brj-23216	66	13	(	(	PUNCT
brj-23216	66	14	drb200	drb200	PROPN
brj-23216	66	15	reactor	reactor	NOUN
brj-23216	66	16	1	1	NUM
brj-23216	66	17	block	block	NOUN
brj-23216	66	18	9x16	9x16	NUM
brj-23216	66	19	mm/2x20	mm/2x20	NOUN
brj-23216	66	20	mm	mm	NOUN
brj-23216	66	21	)	)	PUNCT
brj-23216	66	22	according	accord	VERB
brj-23216	66	23	to	to	ADP
brj-23216	66	24	standard	standard	ADJ
brj-23216	66	25	methods	method	NOUN
brj-23216	66	26	(	(	PUNCT
brj-23216	66	27	rice	rice	NOUN
brj-23216	66	28	and	and	CCONJ
brj-23216	66	29	bridgewater	bridgewater	NOUN
brj-23216	66	30	2012	2012	NUM
brj-23216	66	31	)	)	PUNCT
brj-23216	66	32	.	.	PUNCT
brj-23216	67	1	the	the	DET
brj-23216	67	2	phs	phs	NOUN
brj-23216	67	3	were	be	AUX
brj-23216	67	4	measured	measure	VERB
brj-23216	67	5	with	with	ADP
brj-23216	67	6	a	a	DET
brj-23216	67	7	ph	ph	ADJ
brj-23216	67	8	meter	meter	NOUN
brj-23216	67	9	(	(	PUNCT
brj-23216	67	10	ul	ul	INTJ
brj-23216	67	11	-	-	ADJ
brj-23216	67	12	trameter	trameter	ADJ
brj-23216	67	13	6pii	6pii	PROPN
brj-23216	67	14	fce	fce	VERB
brj-23216	67	15	w	w	NOUN
brj-23216	67	16	/	/	SYM
brj-23216	67	17	out	out	ADP
brj-23216	67	18	pkuu	pkuu	PROPN
brj-23216	67	19	kit	kit	NOUN
brj-23216	67	20	pocket	pocket	NOUN
brj-23216	67	21	-	-	PUNCT
brj-23216	67	22	sized	sized	ADJ
brj-23216	67	23	)	)	PUNCT
brj-23216	67	24	.	.	PUNCT
brj-23216	68	1	a	a	DET
brj-23216	68	2	jeol	jeol	PROPN
brj-23216	68	3	jem-850	jem-850	NOUN
brj-23216	68	4	scanning	scan	VERB
brj-23216	68	5	electron	electron	NOUN
brj-23216	68	6	microscope	microscope	NOUN
brj-23216	68	7	(	(	PUNCT
brj-23216	68	8	sem	sem	NOUN
brj-23216	68	9	)	)	PUNCT
brj-23216	68	10	operating	operate	VERB
brj-23216	68	11	at	at	ADP
brj-23216	68	12	35	35	NUM
brj-23216	68	13	kv	kv	NOUN
brj-23216	68	14	was	be	AUX
brj-23216	68	15	used	use	VERB
brj-23216	68	16	to	to	PART
brj-23216	68	17	image	image	VERB
brj-23216	68	18	the	the	DET
brj-23216	68	19	straw	straw	NOUN
brj-23216	68	20	samples	sample	NOUN
brj-23216	68	21	.	.	PUNCT
brj-23216	69	1	the	the	DET
brj-23216	69	2	lignocellulosic	lignocellulosic	ADJ
brj-23216	69	3	compositions	composition	NOUN
brj-23216	69	4	were	be	AUX
brj-23216	69	5	determined	determine	VERB
brj-23216	69	6	according	accord	VERB
brj-23216	69	7	to	to	ADP
brj-23216	69	8	sluiter	sluiter	PROPN
brj-23216	69	9	et	et	PROPN
brj-23216	69	10	al	al	PROPN
brj-23216	69	11	.	.	PROPN
brj-23216	70	1	(	(	PUNCT
brj-23216	70	2	2008	2008	NUM
brj-23216	70	3	)	)	PUNCT
brj-23216	71	1	and	and	CCONJ
brj-23216	71	2	said	say	VERB
brj-23216	71	3	(	(	PUNCT
brj-23216	71	4	2016	2016	NUM
brj-23216	71	5	)	)	PUNCT
brj-23216	71	6	.	.	PUNCT
brj-23216	72	1	the	the	DET
brj-23216	72	2	methane	methane	NOUN
brj-23216	72	3	contents	content	NOUN
brj-23216	72	4	were	be	AUX
brj-23216	72	5	determined	determine	VERB
brj-23216	72	6	by	by	ADP
brj-23216	72	7	withdrawing	withdraw	VERB
brj-23216	72	8	biogas	biogas	NOUN
brj-23216	72	9	samples	sample	NOUN
brj-23216	72	10	from	from	ADP
brj-23216	72	11	the	the	DET
brj-23216	72	12	reactors	reactor	NOUN
brj-23216	72	13	with	with	ADP
brj-23216	72	14	an	an	DET
brj-23216	72	15	airtight	airtight	NOUN
brj-23216	72	16	syringe	syringe	NOUN
brj-23216	72	17	(	(	PUNCT
brj-23216	72	18	10	10	NUM
brj-23216	72	19	µl	µl	NOUN
brj-23216	72	20	)	)	PUNCT
brj-23216	72	21	and	and	CCONJ
brj-23216	72	22	injecting	inject	VERB
brj-23216	72	23	them	they	PRON
brj-23216	72	24	into	into	ADP
brj-23216	72	25	a	a	DET
brj-23216	72	26	gas	gas	NOUN
brj-23216	72	27	chromatograph	chromatograph	NOUN
brj-23216	72	28	equipped	equip	VERB
brj-23216	72	29	with	with	ADP
brj-23216	72	30	a	a	DET
brj-23216	72	31	thermal	thermal	ADJ
brj-23216	72	32	conductivity	conductivity	NOUN
brj-23216	72	33	detector	detector	NOUN
brj-23216	72	34	(	(	PUNCT
brj-23216	72	35	agilent	agilent	PROPN
brj-23216	72	36	technologies	technology	NOUN
brj-23216	72	37	7890a	7890a	NOUN
brj-23216	72	38	)	)	PUNCT
brj-23216	72	39	.	.	PUNCT
brj-23216	73	1	for	for	ADP
brj-23216	73	2	all	all	PRON
brj-23216	73	3	of	of	ADP
brj-23216	73	4	the	the	DET
brj-23216	73	5	parameters	parameter	NOUN
brj-23216	73	6	,	,	PUNCT
brj-23216	73	7	three	three	NUM
brj-23216	73	8	analytical	analytical	ADJ
brj-23216	73	9	replicates	replicate	NOUN
brj-23216	73	10	per	per	ADP
brj-23216	73	11	sample	sample	NOUN
brj-23216	73	12	were	be	AUX
brj-23216	73	13	conducted	conduct	VERB
brj-23216	73	14	,	,	PUNCT
brj-23216	73	15	and	and	CCONJ
brj-23216	73	16	the	the	DET
brj-23216	73	17	mean	mean	ADJ
brj-23216	73	18	values	value	NOUN
brj-23216	73	19	and	and	CCONJ
brj-23216	73	20	standard	standard	ADJ
brj-23216	73	21	deviations	deviation	NOUN
brj-23216	73	22	were	be	AUX
brj-23216	73	23	computed	compute	VERB
brj-23216	73	24	.	.	PUNCT
brj-23216	74	1	thermal	thermal	ADJ
brj-23216	74	2	analyses	analyse	VERB
brj-23216	74	3	thermogravimetric	thermogravimetric	ADJ
brj-23216	74	4	analyses	analysis	NOUN
brj-23216	74	5	(	(	PUNCT
brj-23216	74	6	tga	tga	NOUN
brj-23216	74	7	)	)	PUNCT
brj-23216	74	8	and	and	CCONJ
brj-23216	74	9	derivative	derivative	ADJ
brj-23216	74	10	thermogravimetric	thermogravimetric	NOUN
brj-23216	74	11	(	(	PUNCT
brj-23216	74	12	dtg	dtg	PROPN
brj-23216	74	13	)	)	PUNCT
brj-23216	74	14	analyses	analysis	NOUN
brj-23216	74	15	of	of	ADP
brj-23216	74	16	the	the	DET
brj-23216	74	17	samples	sample	NOUN
brj-23216	74	18	were	be	AUX
brj-23216	74	19	performed	perform	VERB
brj-23216	74	20	with	with	ADP
brj-23216	74	21	a	a	DET
brj-23216	74	22	shimadzu	shimadzu	ADJ
brj-23216	74	23	tga-50h	tga-50h	NOUN
brj-23216	74	24	thermoanalyzer	thermoanalyzer	NOUN
brj-23216	74	25	in	in	ADP
brj-23216	74	26	an	an	DET
brj-23216	74	27	oxidizing	oxidize	VERB
brj-23216	74	28	atmosphere	atmosphere	NOUN
brj-23216	74	29	.	.	PUNCT
brj-23216	75	1	the	the	DET
brj-23216	75	2	samples	sample	NOUN
brj-23216	75	3	were	be	AUX
brj-23216	75	4	heated	heat	VERB
brj-23216	75	5	from	from	ADP
brj-23216	75	6	30	30	NUM
brj-23216	75	7	to	to	ADP
brj-23216	75	8	1000	1000	NUM
brj-23216	75	9	℃	℃	PROPN
brj-23216	75	10	at	at	ADP
brj-23216	75	11	a	a	DET
brj-23216	75	12	heating	heating	NOUN
brj-23216	75	13	rate	rate	NOUN
brj-23216	75	14	of	of	ADP
brj-23216	75	15	10	10	NUM
brj-23216	75	16	℃	℃	PROPN
brj-23216	75	17	/min	/min	NOUN
brj-23216	75	18	in	in	ADP
brj-23216	75	19	air	air	NOUN
brj-23216	75	20	with	with	ADP
brj-23216	75	21	a	a	DET
brj-23216	75	22	flow	flow	NOUN
brj-23216	75	23	rate	rate	NOUN
brj-23216	75	24	of	of	ADP
brj-23216	75	25	100	100	NUM
brj-23216	75	26	ml	ml	NOUN
brj-23216	75	27	/	/	SYM
brj-23216	75	28	min	min	PROPN
brj-23216	75	29	(	(	PUNCT
brj-23216	75	30	deng	deng	PROPN
brj-23216	75	31	et	et	PROPN
brj-23216	75	32	al	al	PROPN
brj-23216	75	33	.	.	PROPN
brj-23216	75	34	2013	2013	NUM
brj-23216	75	35	;	;	PUNCT
brj-23216	75	36	saddawi	saddawi	VERB
brj-23216	75	37	et	et	PROPN
brj-23216	75	38	al	al	PROPN
brj-23216	75	39	.	.	PROPN
brj-23216	75	40	2012	2012	NUM
brj-23216	75	41	)	)	PUNCT
brj-23216	75	42	.	.	PUNCT
brj-23216	76	1	the	the	DET
brj-23216	76	2	analysis	analysis	NOUN
brj-23216	76	3	for	for	ADP
brj-23216	76	4	each	each	DET
brj-23216	76	5	sample	sample	NOUN
brj-23216	76	6	was	be	AUX
brj-23216	76	7	repeated	repeat	VERB
brj-23216	76	8	to	to	PART
brj-23216	76	9	ensure	ensure	VERB
brj-23216	76	10	that	that	SCONJ
brj-23216	76	11	the	the	DET
brj-23216	76	12	results	result	NOUN
brj-23216	76	13	were	be	AUX
brj-23216	76	14	consistent	consistent	ADJ
brj-23216	76	15	for	for	ADP
brj-23216	76	16	the	the	DET
brj-23216	76	17	same	same	ADJ
brj-23216	76	18	conditions	condition	NOUN
brj-23216	76	19	.	.	PUNCT
brj-23216	77	1	laboratory	laboratory	NOUN
brj-23216	77	2	model	model	NOUN
brj-23216	77	3	anaerobic	anaerobic	NOUN
brj-23216	77	4	batch	batch	NOUN
brj-23216	77	5	reactors	reactor	NOUN
brj-23216	77	6	(	(	PUNCT
brj-23216	77	7	1.00	1.00	NUM
brj-23216	77	8	l	l	NOUN
brj-23216	77	9	)	)	PUNCT
brj-23216	77	10	were	be	AUX
brj-23216	77	11	connected	connect	VERB
brj-23216	77	12	to	to	ADP
brj-23216	77	13	gas	gas	NOUN
brj-23216	77	14	collectors	collector	NOUN
brj-23216	77	15	connected	connect	VERB
brj-23216	77	16	to	to	PART
brj-23216	77	17	open	open	VERB
brj-23216	77	18	jars	jar	NOUN
brj-23216	77	19	to	to	PART
brj-23216	77	20	collect	collect	VERB
brj-23216	77	21	the	the	DET
brj-23216	77	22	water	water	NOUN
brj-23216	77	23	volume	volume	NOUN
brj-23216	77	24	displaced	displace	VERB
brj-23216	77	25	from	from	ADP
brj-23216	77	26	the	the	DET
brj-23216	77	27	gas	gas	NOUN
brj-23216	77	28	collectors	collector	NOUN
brj-23216	77	29	by	by	ADP
brj-23216	77	30	the	the	DET
brj-23216	77	31	biogas	biogas	NOUN
brj-23216	77	32	pressure	pressure	NOUN
brj-23216	77	33	.	.	PUNCT
brj-23216	78	1	the	the	DET
brj-23216	78	2	reactors	reactor	NOUN
brj-23216	78	3	were	be	AUX
brj-23216	78	4	placed	place	VERB
brj-23216	78	5	in	in	ADP
brj-23216	78	6	a	a	DET
brj-23216	78	7	water	water	NOUN
brj-23216	78	8	bath	bath	NOUN
brj-23216	78	9	shaker	shaker	NOUN
brj-23216	78	10	for	for	ADP
brj-23216	78	11	continuous	continuous	ADJ
brj-23216	78	12	mixing	mixing	NOUN
brj-23216	78	13	,	,	PUNCT
brj-23216	78	14	and	and	CCONJ
brj-23216	78	15	the	the	DET
brj-23216	78	16	temperature	temperature	NOUN
brj-23216	78	17	was	be	AUX
brj-23216	78	18	maintained	maintain	VERB
brj-23216	78	19	at	at	ADP
brj-23216	78	20	35	35	NUM
brj-23216	78	21	°	°	NOUN
brj-23216	78	22	c	c	NOUN
brj-23216	78	23	.	.	PUNCT
brj-23216	79	1	five	five	NUM
brj-23216	79	2	reactors	reactor	NOUN
brj-23216	79	3	with	with	ADP
brj-23216	79	4	different	different	ADJ
brj-23216	79	5	substrates	substrate	NOUN
brj-23216	79	6	were	be	AUX
brj-23216	79	7	studied	study	VERB
brj-23216	79	8	(	(	PUNCT
brj-23216	79	9	table	table	NOUN
brj-23216	79	10	1	1	NUM
brj-23216	79	11	)	)	PUNCT
brj-23216	79	12	.	.	PUNCT
brj-23216	80	1	the	the	DET
brj-23216	80	2	first	first	ADJ
brj-23216	80	3	reactor	reactor	NOUN
brj-23216	80	4	(	(	PUNCT
brj-23216	80	5	s	s	NOUN
brj-23216	80	6	)	)	PUNCT
brj-23216	80	7	contained	contain	VERB
brj-23216	80	8	500	500	NUM
brj-23216	80	9	ml	ml	NOUN
brj-23216	80	10	of	of	ADP
brj-23216	80	11	solo	solo	NOUN
brj-23216	80	12	sludge	sludge	NOUN
brj-23216	80	13	,	,	PUNCT
brj-23216	80	14	and	and	CCONJ
brj-23216	80	15	the	the	DET
brj-23216	80	16	second	second	ADJ
brj-23216	80	17	reactor	reactor	NOUN
brj-23216	80	18	(	(	PUNCT
brj-23216	80	19	st0	st0	NOUN
brj-23216	80	20	)	)	PUNCT
brj-23216	80	21	contained	contain	VERB
brj-23216	80	22	500	500	NUM
brj-23216	80	23	ml	ml	NOUN
brj-23216	80	24	of	of	ADP
brj-23216	80	25	sludge	sludge	NOUN
brj-23216	80	26	mixed	mix	VERB
brj-23216	80	27	with	with	ADP
brj-23216	80	28	5	5	NUM
brj-23216	80	29	g	g	NOUN
brj-23216	80	30	of	of	ADP
brj-23216	80	31	untreated	untreated	ADJ
brj-23216	80	32	barley	barley	NOUN
brj-23216	80	33	straw	straw	NOUN
brj-23216	80	34	(	(	PUNCT
brj-23216	80	35	t0	t0	NOUN
brj-23216	80	36	)	)	PUNCT
brj-23216	80	37	to	to	PART
brj-23216	80	38	determine	determine	VERB
brj-23216	80	39	the	the	DET
brj-23216	80	40	effect	effect	NOUN
brj-23216	80	41	of	of	ADP
brj-23216	80	42	sludge	sludge	NOUN
brj-23216	80	43	with	with	ADP
brj-23216	80	44	straw	straw	NOUN
brj-23216	80	45	codigestion	codigestion	NOUN
brj-23216	80	46	on	on	ADP
brj-23216	80	47	methane	methane	NOUN
brj-23216	80	48	production	production	NOUN
brj-23216	80	49	.	.	PUNCT
brj-23216	81	1	the	the	DET
brj-23216	81	2	third	third	ADJ
brj-23216	81	3	(	(	PUNCT
brj-23216	81	4	st1	st1	PROPN
brj-23216	81	5	)	)	PUNCT
brj-23216	81	6	,	,	PUNCT
brj-23216	81	7	fourth	fourth	PROPN
brj-23216	81	8	(	(	PUNCT
brj-23216	81	9	st2	st2	NOUN
brj-23216	81	10	)	)	PUNCT
brj-23216	81	11	,	,	PUNCT
brj-23216	81	12	and	and	CCONJ
brj-23216	81	13	fifth	fifth	ADJ
brj-23216	81	14	(	(	PUNCT
brj-23216	81	15	st3	st3	NOUN
brj-23216	81	16	)	)	PUNCT
brj-23216	81	17	reactors	reactor	NOUN
brj-23216	81	18	contained	contain	VERB
brj-23216	81	19	500	500	NUM
brj-23216	81	20	ml	ml	NOUN
brj-23216	81	21	of	of	ADP
brj-23216	81	22	sludge	sludge	NOUN
brj-23216	81	23	mixed	mix	VERB
brj-23216	81	24	with	with	ADP
brj-23216	81	25	5	5	NUM
brj-23216	81	26	g	g	NOUN
brj-23216	81	27	of	of	ADP
brj-23216	81	28	alkali	alkali	ADJ
brj-23216	81	29	-	-	PUNCT
brj-23216	81	30	pretreated	pretreate	VERB
brj-23216	81	31	barley	barley	NOUN
brj-23216	81	32	straw	straw	NOUN
brj-23216	81	33	with	with	ADP
brj-23216	81	34	na2co3	na2co3	PROPN
brj-23216	81	35	(	(	PUNCT
brj-23216	81	36	t1	t1	PROPN
brj-23216	81	37	)	)	PUNCT
brj-23216	81	38	,	,	PUNCT
brj-23216	81	39	koh	koh	PROPN
brj-23216	81	40	(	(	PUNCT
brj-23216	81	41	t2	t2	PROPN
brj-23216	81	42	)	)	PUNCT
brj-23216	81	43	,	,	PUNCT
brj-23216	81	44	and	and	CCONJ
brj-23216	81	45	naoh	naoh	PROPN
brj-23216	81	46	(	(	PUNCT
brj-23216	81	47	t3	t3	PROPN
brj-23216	81	48	)	)	PUNCT
brj-23216	81	49	,	,	PUNCT
brj-23216	81	50	respectively	respectively	ADV
brj-23216	81	51	,	,	PUNCT
brj-23216	81	52	to	to	PART
brj-23216	81	53	investigate	investigate	VERB
brj-23216	81	54	the	the	DET
brj-23216	81	55	effect	effect	NOUN
brj-23216	81	56	of	of	ADP
brj-23216	81	57	codigestion	codigestion	NOUN
brj-23216	81	58	with	with	ADP
brj-23216	81	59	pretreated	pretreate	VERB
brj-23216	81	60	straw	straw	NOUN
brj-23216	81	61	on	on	ADP
brj-23216	81	62	methane	methane	NOUN
brj-23216	81	63	production	production	NOUN
brj-23216	81	64	and	and	CCONJ
brj-23216	81	65	compare	compare	VERB
brj-23216	81	66	it	it	PRON
brj-23216	81	67	to	to	ADP
brj-23216	81	68	that	that	PRON
brj-23216	81	69	for	for	ADP
brj-23216	81	70	untreated	untreated	ADJ
brj-23216	81	71	straw	straw	NOUN
brj-23216	81	72	in	in	ADP
brj-23216	81	73	the	the	DET
brj-23216	81	74	second	second	ADJ
brj-23216	81	75	reactor	reactor	NOUN
brj-23216	81	76	.	.	PUNCT
brj-23216	82	1	the	the	DET
brj-23216	82	2	experiments	experiment	NOUN
brj-23216	82	3	were	be	AUX
brj-23216	82	4	repeated	repeat	VERB
brj-23216	82	5	three	three	NUM
brj-23216	82	6	times	time	NOUN
brj-23216	82	7	,	,	PUNCT
brj-23216	82	8	and	and	CCONJ
brj-23216	82	9	the	the	DET
brj-23216	82	10	average	average	ADJ
brj-23216	82	11	values	value	NOUN
brj-23216	82	12	were	be	AUX
brj-23216	82	13	taken	take	VERB
brj-23216	82	14	.	.	PUNCT
brj-23216	83	1	table	table	NOUN
brj-23216	83	2	1	1	NUM
brj-23216	83	3	.	.	PUNCT
brj-23216	84	1	anaerobic	anaerobic	NOUN
brj-23216	84	2	reactors	reactor	NOUN
brj-23216	84	3	used	use	VERB
brj-23216	84	4	in	in	ADP
brj-23216	84	5	the	the	DET
brj-23216	84	6	study	study	NOUN
brj-23216	84	7	reactor	reactor	NOUN
brj-23216	84	8	substrates	substrate	NOUN
brj-23216	84	9	s	s	PART
brj-23216	84	10	sludge	sludge	NOUN
brj-23216	84	11	st0	st0	NOUN
brj-23216	84	12	sludge	sludge	NOUN
brj-23216	84	13	+	+	CCONJ
brj-23216	84	14	untreated	untreated	ADJ
brj-23216	84	15	straw	straw	NOUN
brj-23216	84	16	(	(	PUNCT
brj-23216	84	17	t0	t0	NOUN
brj-23216	84	18	)	)	PUNCT
brj-23216	84	19	st1	st1	PROPN
brj-23216	84	20	sludge	sludge	NOUN
brj-23216	84	21	+	+	CCONJ
brj-23216	84	22	pretreated	pretreate	VERB
brj-23216	84	23	straw	straw	NOUN
brj-23216	84	24	with	with	ADP
brj-23216	84	25	na2co3	na2co3	PROPN
brj-23216	84	26	(	(	PUNCT
brj-23216	84	27	t1	t1	NOUN
brj-23216	84	28	)	)	PUNCT
brj-23216	84	29	st2	st2	NOUN
brj-23216	84	30	sludge	sludge	NOUN
brj-23216	84	31	+	+	CCONJ
brj-23216	84	32	pretreated	pretreate	VERB
brj-23216	84	33	straw	straw	NOUN
brj-23216	84	34	with	with	ADP
brj-23216	84	35	koh	koh	PROPN
brj-23216	84	36	(	(	PUNCT
brj-23216	84	37	t2	t2	PROPN
brj-23216	84	38	)	)	PUNCT
brj-23216	84	39	st3	st3	PROPN
brj-23216	84	40	sludge	sludge	NOUN
brj-23216	84	41	+	+	CCONJ
brj-23216	84	42	pretreated	pretreate	VERB
brj-23216	84	43	straw	straw	NOUN
brj-23216	84	44	with	with	ADP
brj-23216	84	45	naoh	naoh	PROPN
brj-23216	84	46	(	(	PUNCT
brj-23216	84	47	t3	t3	NOUN
brj-23216	84	48	)	)	PUNCT
brj-23216	84	49	statistical	statistical	ADJ
brj-23216	84	50	analyses	analysis	NOUN
brj-23216	84	51	ms	ms	PROPN
brj-23216	84	52	excel	excel	NOUN
brj-23216	84	53	and	and	CCONJ
brj-23216	84	54	statistical	statistical	ADJ
brj-23216	84	55	package	package	NOUN
brj-23216	84	56	for	for	ADP
brj-23216	84	57	social	social	ADJ
brj-23216	84	58	sciences	science	NOUN
brj-23216	84	59	(	(	PUNCT
brj-23216	84	60	spss	spss	PROPN
brj-23216	84	61	22.0	22.0	NUM
brj-23216	84	62	)	)	PUNCT
brj-23216	84	63	were	be	AUX
brj-23216	84	64	used	use	VERB
brj-23216	84	65	to	to	PART
brj-23216	84	66	conduct	conduct	VERB
brj-23216	84	67	the	the	DET
brj-23216	84	68	statistical	statistical	ADJ
brj-23216	84	69	analyses	analysis	NOUN
brj-23216	84	70	.	.	PUNCT
brj-23216	85	1	the	the	DET
brj-23216	85	2	mean	mean	ADJ
brj-23216	85	3	values	value	NOUN
brj-23216	85	4	and	and	CCONJ
brj-23216	85	5	standard	standard	ADJ
brj-23216	85	6	deviations	deviation	NOUN
brj-23216	85	7	(	(	PUNCT
brj-23216	85	8	sd	sd	NOUN
brj-23216	85	9	)	)	PUNCT
brj-23216	85	10	of	of	ADP
brj-23216	85	11	the	the	DET
brj-23216	85	12	peer	peer	NOUN
brj-23216	85	13	-	-	PUNCT
brj-23216	85	14	reviewed	review	VERB
brj-23216	85	15	article	article	NOUN
brj-23216	85	16	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	85	17	alrowais	alrowais	PROPN
brj-23216	85	18	et	et	PROPN
brj-23216	85	19	al	al	PROPN
brj-23216	85	20	.	.	PROPN
brj-23216	86	1	(	(	PUNCT
brj-23216	86	2	2024	2024	NUM
brj-23216	86	3	)	)	PUNCT
brj-23216	86	4	.	.	PUNCT
brj-23216	87	1	“	"	PUNCT
brj-23216	87	2	methane	methane	NOUN
brj-23216	87	3	from	from	ADP
brj-23216	87	4	straw	straw	NOUN
brj-23216	87	5	&	&	CCONJ
brj-23216	87	6	sludge	sludge	PROPN
brj-23216	87	7	,	,	PUNCT
brj-23216	87	8	”	"	PUNCT
brj-23216	87	9	bioresources	bioresource	NOUN
brj-23216	87	10	19(2	19(2	NUM
brj-23216	87	11	)	)	PUNCT
brj-23216	87	12	,	,	PUNCT
brj-23216	87	13	2179	2179	NUM
brj-23216	87	14	-	-	SYM
brj-23216	87	15	2200	2200	NUM
brj-23216	87	16	.	.	PUNCT
brj-23216	88	1	2183	2183	NUM
brj-23216	88	2	parameters	parameter	NOUN
brj-23216	88	3	were	be	AUX
brj-23216	88	4	computed	compute	VERB
brj-23216	88	5	.	.	PUNCT
brj-23216	89	1	the	the	DET
brj-23216	89	2	relationships	relationship	NOUN
brj-23216	89	3	among	among	ADP
brj-23216	89	4	different	different	ADJ
brj-23216	89	5	parameters	parameter	NOUN
brj-23216	89	6	were	be	AUX
brj-23216	89	7	studied	study	VERB
brj-23216	89	8	with	with	ADP
brj-23216	89	9	pearson	pearson	PROPN
brj-23216	89	10	’s	’s	PART
brj-23216	89	11	correlation	correlation	NOUN
brj-23216	89	12	analysis	analysis	NOUN
brj-23216	89	13	.	.	PUNCT
brj-23216	90	1	straw	straw	NOUN
brj-23216	90	2	pretreatment	pretreatment	NOUN
brj-23216	90	3	alkaline	alkaline	NOUN
brj-23216	90	4	pretreatment	pretreatment	NOUN
brj-23216	90	5	of	of	ADP
brj-23216	90	6	the	the	DET
brj-23216	90	7	barley	barley	NOUN
brj-23216	90	8	straw	straw	NOUN
brj-23216	90	9	was	be	AUX
brj-23216	90	10	conducted	conduct	VERB
brj-23216	90	11	with	with	ADP
brj-23216	90	12	three	three	NUM
brj-23216	90	13	chemical	chemical	ADJ
brj-23216	90	14	agents	agent	NOUN
brj-23216	90	15	:	:	PUNCT
brj-23216	90	16	naoh	naoh	PROPN
brj-23216	90	17	,	,	PUNCT
brj-23216	90	18	koh	koh	PROPN
brj-23216	90	19	,	,	PUNCT
brj-23216	90	20	and	and	CCONJ
brj-23216	90	21	na2co3	na2co3	PROPN
brj-23216	90	22	.	.	PUNCT
brj-23216	91	1	in	in	ADP
brj-23216	91	2	respective	respective	ADJ
brj-23216	91	3	,	,	PUNCT
brj-23216	91	4	0.5	0.5	NUM
brj-23216	91	5	m	m	NOUN
brj-23216	91	6	solutions	solution	NOUN
brj-23216	91	7	were	be	AUX
brj-23216	91	8	prepared	prepare	VERB
brj-23216	91	9	with	with	ADP
brj-23216	91	10	chemical	chemical	ADJ
brj-23216	91	11	percentages	percentage	NOUN
brj-23216	91	12	of	of	ADP
brj-23216	91	13	2.0	2.0	NUM
brj-23216	91	14	%	%	NOUN
brj-23216	91	15	,	,	PUNCT
brj-23216	91	16	2.8	2.8	NUM
brj-23216	91	17	%	%	NOUN
brj-23216	91	18	,	,	PUNCT
brj-23216	91	19	and	and	CCONJ
brj-23216	91	20	5.3	5.3	NUM
brj-23216	91	21	%	%	NOUN
brj-23216	91	22	for	for	ADP
brj-23216	91	23	each	each	DET
brj-23216	91	24	chemical	chemical	ADJ
brj-23216	91	25	agent	agent	NOUN
brj-23216	91	26	.	.	PUNCT
brj-23216	92	1	the	the	DET
brj-23216	92	2	solutions	solution	NOUN
brj-23216	92	3	were	be	AUX
brj-23216	92	4	mixed	mix	VERB
brj-23216	92	5	with	with	ADP
brj-23216	92	6	ground	ground	NOUN
brj-23216	92	7	straw	straw	NOUN
brj-23216	92	8	samples	sample	NOUN
brj-23216	92	9	(	(	PUNCT
brj-23216	92	10	with	with	ADP
brj-23216	92	11	1	1	NUM
brj-23216	92	12	g	g	NOUN
brj-23216	92	13	of	of	ADP
brj-23216	92	14	straw	straw	NOUN
brj-23216	92	15	to	to	ADP
brj-23216	92	16	25	25	NUM
brj-23216	92	17	ml	ml	NOUN
brj-23216	92	18	of	of	ADP
brj-23216	92	19	solution	solution	NOUN
brj-23216	92	20	)	)	PUNCT
brj-23216	92	21	and	and	CCONJ
brj-23216	92	22	then	then	ADV
brj-23216	92	23	put	put	VERB
brj-23216	92	24	in	in	ADP
brj-23216	92	25	an	an	DET
brj-23216	92	26	air	air	NOUN
brj-23216	92	27	oven	oven	NOUN
brj-23216	92	28	at	at	ADP
brj-23216	92	29	100	100	NUM
brj-23216	92	30	℃	℃	PROPN
brj-23216	92	31	for	for	ADP
brj-23216	92	32	5	5	NUM
brj-23216	92	33	h.	h.	NOUN
brj-23216	92	34	the	the	DET
brj-23216	92	35	pretreated	pretreate	VERB
brj-23216	92	36	samples	sample	NOUN
brj-23216	92	37	were	be	AUX
brj-23216	92	38	washed	wash	VERB
brj-23216	92	39	with	with	ADP
brj-23216	92	40	distilled	distil	VERB
brj-23216	92	41	water	water	NOUN
brj-23216	92	42	until	until	SCONJ
brj-23216	92	43	a	a	DET
brj-23216	92	44	neutral	neutral	ADJ
brj-23216	92	45	ph	ph	NOUN
brj-23216	92	46	was	be	AUX
brj-23216	92	47	reached	reach	VERB
brj-23216	92	48	.	.	PUNCT
brj-23216	93	1	the	the	DET
brj-23216	93	2	washed	washed	NOUN
brj-23216	93	3	samples	sample	NOUN
brj-23216	93	4	were	be	AUX
brj-23216	93	5	then	then	ADV
brj-23216	93	6	filtered	filter	VERB
brj-23216	93	7	,	,	PUNCT
brj-23216	93	8	dried	dry	VERB
brj-23216	93	9	,	,	PUNCT
brj-23216	93	10	and	and	CCONJ
brj-23216	93	11	stored	store	VERB
brj-23216	93	12	in	in	ADP
brj-23216	93	13	plastic	plastic	ADJ
brj-23216	93	14	bags	bag	NOUN
brj-23216	93	15	until	until	ADP
brj-23216	93	16	subsequent	subsequent	ADJ
brj-23216	93	17	use	use	NOUN
brj-23216	93	18	.	.	PUNCT
brj-23216	94	1	artificial	artificial	ADJ
brj-23216	94	2	neural	neural	ADJ
brj-23216	94	3	networks	network	NOUN
brj-23216	94	4	feedforward	feedforward	VERB
brj-23216	94	5	neural	neural	ADJ
brj-23216	94	6	networks	network	NOUN
brj-23216	94	7	the	the	DET
brj-23216	94	8	neuron	neuron	NOUN
brj-23216	94	9	,	,	PUNCT
brj-23216	94	10	which	which	PRON
brj-23216	94	11	resembles	resemble	VERB
brj-23216	94	12	the	the	DET
brj-23216	94	13	human	human	ADJ
brj-23216	94	14	brain	brain	NOUN
brj-23216	94	15	,	,	PUNCT
brj-23216	94	16	is	be	AUX
brj-23216	94	17	the	the	DET
brj-23216	94	18	primary	primary	ADJ
brj-23216	94	19	component	component	NOUN
brj-23216	94	20	of	of	ADP
brj-23216	94	21	the	the	DET
brj-23216	94	22	ann	ann	PROPN
brj-23216	94	23	layers	layer	NOUN
brj-23216	94	24	.	.	PUNCT
brj-23216	95	1	the	the	DET
brj-23216	95	2	sizes	size	NOUN
brj-23216	95	3	of	of	ADP
brj-23216	95	4	the	the	DET
brj-23216	95	5	inputs	input	NOUN
brj-23216	95	6	and	and	CCONJ
brj-23216	95	7	outputs	output	NOUN
brj-23216	95	8	for	for	ADP
brj-23216	95	9	the	the	DET
brj-23216	95	10	underlying	underlie	VERB
brj-23216	95	11	problem	problem	NOUN
brj-23216	95	12	determine	determine	VERB
brj-23216	95	13	the	the	DET
brj-23216	95	14	numbers	number	NOUN
brj-23216	95	15	of	of	ADP
brj-23216	95	16	neurons	neuron	NOUN
brj-23216	95	17	in	in	ADP
brj-23216	95	18	each	each	PRON
brj-23216	95	19	of	of	ADP
brj-23216	95	20	the	the	DET
brj-23216	95	21	input	input	NOUN
brj-23216	95	22	and	and	CCONJ
brj-23216	95	23	output	output	NOUN
brj-23216	95	24	layers	layer	NOUN
brj-23216	95	25	,	,	PUNCT
brj-23216	95	26	respectively	respectively	ADV
brj-23216	95	27	.	.	PUNCT
brj-23216	96	1	the	the	DET
brj-23216	96	2	procedure	procedure	NOUN
brj-23216	96	3	used	use	VERB
brj-23216	96	4	to	to	PART
brj-23216	96	5	implement	implement	VERB
brj-23216	96	6	an	an	DET
brj-23216	96	7	ann	ann	NOUN
brj-23216	96	8	involves	involve	VERB
brj-23216	96	9	choosing	choose	VERB
brj-23216	96	10	the	the	DET
brj-23216	96	11	(	(	PUNCT
brj-23216	96	12	input	input	NOUN
brj-23216	96	13	,	,	PUNCT
brj-23216	96	14	output	output	NOUN
brj-23216	96	15	)	)	PUNCT
brj-23216	96	16	pairs	pair	NOUN
brj-23216	96	17	of	of	ADP
brj-23216	96	18	data	datum	NOUN
brj-23216	96	19	.	.	PUNCT
brj-23216	97	1	the	the	DET
brj-23216	97	2	input	input	NOUN
brj-23216	97	3	data	datum	NOUN
brj-23216	97	4	for	for	ADP
brj-23216	97	5	this	this	DET
brj-23216	97	6	study	study	NOUN
brj-23216	97	7	included	include	VERB
brj-23216	97	8	the	the	DET
brj-23216	97	9	percentage	percentage	NOUN
brj-23216	97	10	of	of	ADP
brj-23216	97	11	wheat	wheat	NOUN
brj-23216	97	12	straw	straw	NOUN
brj-23216	97	13	and	and	CCONJ
brj-23216	97	14	waste	waste	NOUN
brj-23216	97	15	-	-	PUNCT
brj-23216	97	16	activated	activate	VERB
brj-23216	97	17	sludge	sludge	NOUN
brj-23216	97	18	mixed	mix	VERB
brj-23216	97	19	,	,	PUNCT
brj-23216	97	20	as	as	ADV
brj-23216	97	21	well	well	ADV
brj-23216	97	22	as	as	ADP
brj-23216	97	23	the	the	DET
brj-23216	97	24	time	time	NOUN
brj-23216	97	25	of	of	ADP
brj-23216	97	26	day	day	NOUN
brj-23216	97	27	.	.	PUNCT
brj-23216	98	1	the	the	DET
brj-23216	98	2	total	total	ADJ
brj-23216	98	3	amounts	amount	NOUN
brj-23216	98	4	of	of	ADP
brj-23216	98	5	methane	methane	NOUN
brj-23216	98	6	produced	produce	VERB
brj-23216	98	7	over	over	ADP
brj-23216	98	8	a	a	DET
brj-23216	98	9	30	30	NUM
brj-23216	98	10	-	-	PUNCT
brj-23216	98	11	day	day	NOUN
brj-23216	98	12	period	period	NOUN
brj-23216	98	13	were	be	AUX
brj-23216	98	14	the	the	DET
brj-23216	98	15	output	output	NOUN
brj-23216	98	16	data	datum	NOUN
brj-23216	98	17	.	.	PUNCT
brj-23216	99	1	the	the	DET
brj-23216	99	2	number	number	NOUN
brj-23216	99	3	of	of	ADP
brj-23216	99	4	neurons	neuron	NOUN
brj-23216	99	5	(	(	PUNCT
brj-23216	99	6	m	m	NOUN
brj-23216	99	7	)	)	PUNCT
brj-23216	99	8	in	in	ADP
brj-23216	99	9	the	the	DET
brj-23216	99	10	hidden	hide	VERB
brj-23216	99	11	layer	layer	NOUN
brj-23216	99	12	depended	depend	VERB
brj-23216	99	13	on	on	ADP
brj-23216	99	14	the	the	DET
brj-23216	99	15	data	datum	NOUN
brj-23216	99	16	complexity	complexity	NOUN
brj-23216	99	17	.	.	PUNCT
brj-23216	100	1	the	the	DET
brj-23216	100	2	linear	linear	ADJ
brj-23216	100	3	activation	activation	NOUN
brj-23216	100	4	function	function	NOUN
brj-23216	100	5	was	be	AUX
brj-23216	100	6	chosen	choose	VERB
brj-23216	100	7	as	as	ADP
brj-23216	100	8	the	the	DET
brj-23216	100	9	transfer	transfer	NOUN
brj-23216	100	10	function	function	NOUN
brj-23216	100	11	for	for	ADP
brj-23216	100	12	the	the	DET
brj-23216	100	13	input	input	NOUN
brj-23216	100	14	and	and	CCONJ
brj-23216	100	15	the	the	DET
brj-23216	100	16	output	output	NOUN
brj-23216	100	17	layers	layer	NOUN
brj-23216	100	18	.	.	PUNCT
brj-23216	101	1	for	for	ADP
brj-23216	101	2	the	the	DET
brj-23216	101	3	hidden	hidden	ADJ
brj-23216	101	4	layers	layer	NOUN
brj-23216	101	5	,	,	PUNCT
brj-23216	101	6	a	a	DET
brj-23216	101	7	sigmoid	sigmoid	NOUN
brj-23216	101	8	function	function	NOUN
brj-23216	101	9	was	be	AUX
brj-23216	101	10	employed	employ	VERB
brj-23216	101	11	,	,	PUNCT
brj-23216	101	12	as	as	ADP
brj-23216	101	13	in	in	ADP
brj-23216	101	14	eq	eq	NOUN
brj-23216	101	15	.	.	PROPN
brj-23216	101	16	1	1	NUM
brj-23216	101	17	,	,	PUNCT
brj-23216	101	18	and	and	CCONJ
brj-23216	101	19	the	the	DET
brj-23216	101	20	output	output	NOUN
brj-23216	101	21	of	of	ADP
brj-23216	101	22	the	the	DET
brj-23216	101	23	hidden	hidden	ADJ
brj-23216	101	24	layers	layer	NOUN
brj-23216	101	25	was	be	AUX
brj-23216	101	26	computed	compute	VERB
brj-23216	101	27	as	as	ADP
brj-23216	101	28	in	in	ADP
brj-23216	101	29	eq	eq	NOUN
brj-23216	101	30	.	.	PROPN
brj-23216	102	1	2	2	NUM
brj-23216	102	2	.	.	PUNCT
brj-23216	103	1	ny=∑	ny=∑	PROPN
brj-23216	103	2	wyxix+by	wyxix+by	PROPN
brj-23216	104	1	k	k	X
brj-23216	104	2	x=1	x=1	PROPN
brj-23216	104	3	(	(	PUNCT
brj-23216	104	4	1	1	X
brj-23216	104	5	)	)	PUNCT
brj-23216	104	6	hy=	hy=	NOUN
brj-23216	104	7	1	1	NUM
brj-23216	105	1	[	[	X
brj-23216	105	2	1+exp⁡(-ny	1+exp⁡(-ny	NUM
brj-23216	105	3	)	)	PUNCT
brj-23216	105	4	]	]	PUNCT
brj-23216	106	1	y=1	y=1	X
brj-23216	106	2	,	,	PUNCT
brj-23216	106	3	2	2	NUM
brj-23216	106	4	,	,	PUNCT
brj-23216	106	5	…	…	PUNCT
brj-23216	106	6	,	,	PUNCT
brj-23216	106	7	m	m	VERB
brj-23216	106	8	(	(	PUNCT
brj-23216	106	9	2	2	NUM
brj-23216	106	10	)	)	PUNCT
brj-23216	106	11	where	where	SCONJ
brj-23216	106	12	the	the	DET
brj-23216	106	13	weight	weight	NOUN
brj-23216	106	14	factor	factor	NOUN
brj-23216	106	15	from	from	ADP
brj-23216	106	16	the	the	DET
brj-23216	106	17	xth	xth	PROPN
brj-23216	106	18	input	input	NOUN
brj-23216	106	19	and	and	CCONJ
brj-23216	106	20	the	the	DET
brj-23216	106	21	yth	yth	PROPN
brj-23216	106	22	neuron	neuron	NOUN
brj-23216	106	23	in	in	ADP
brj-23216	106	24	the	the	DET
brj-23216	106	25	hidden	hide	VERB
brj-23216	106	26	layer	layer	NOUN
brj-23216	106	27	are	be	AUX
brj-23216	106	28	represented	represent	VERB
brj-23216	106	29	by	by	ADP
brj-23216	106	30	the	the	DET
brj-23216	106	31	symbol	symbol	NOUN
brj-23216	106	32	wyx	wyx	NOUN
brj-23216	106	33	,	,	PUNCT
brj-23216	106	34	where	where	SCONJ
brj-23216	106	35	ix	ix	ADV
brj-23216	106	36	is	be	AUX
brj-23216	106	37	the	the	DET
brj-23216	106	38	x	x	NOUN
brj-23216	106	39	-	-	PUNCT
brj-23216	106	40	th	th	VERB
brj-23216	106	41	input	input	NOUN
brj-23216	106	42	to	to	ADP
brj-23216	106	43	the	the	DET
brj-23216	106	44	ffnn	ffnn	NOUN
brj-23216	106	45	,	,	PUNCT
brj-23216	106	46	and	and	CCONJ
brj-23216	106	47	k	k	PROPN
brj-23216	106	48	is	be	AUX
brj-23216	106	49	the	the	DET
brj-23216	106	50	size	size	NOUN
brj-23216	106	51	of	of	ADP
brj-23216	106	52	the	the	DET
brj-23216	106	53	inputs	input	NOUN
brj-23216	106	54	.	.	PUNCT
brj-23216	107	1	the	the	DET
brj-23216	107	2	yth	yth	PROPN
brj-23216	107	3	neuron	neuron	NOUN
brj-23216	107	4	in	in	ADP
brj-23216	107	5	the	the	DET
brj-23216	107	6	hidden	hide	VERB
brj-23216	107	7	layer	layer	NOUN
brj-23216	107	8	has	have	AUX
brj-23216	107	9	by	by	ADP
brj-23216	107	10	and	and	CCONJ
brj-23216	107	11	hy	hy	VERB
brj-23216	107	12	as	as	ADP
brj-23216	107	13	its	its	PRON
brj-23216	107	14	base	base	NOUN
brj-23216	107	15	and	and	CCONJ
brj-23216	107	16	output	output	NOUN
brj-23216	107	17	,	,	PUNCT
brj-23216	107	18	respectively	respectively	ADV
brj-23216	107	19	.	.	PUNCT
brj-23216	108	1	frequently	frequently	ADV
brj-23216	108	2	,	,	PUNCT
brj-23216	108	3	the	the	DET
brj-23216	108	4	neuronal	neuronal	ADJ
brj-23216	108	5	output	output	NOUN
brj-23216	108	6	is	be	AUX
brj-23216	108	7	expressed	express	VERB
brj-23216	108	8	as	as	ADP
brj-23216	108	9	in	in	ADP
brj-23216	108	10	eq	eq	NOUN
brj-23216	108	11	.	.	PROPN
brj-23216	108	12	3	3	X
brj-23216	108	13	.	.	X
brj-23216	108	14	network	network	NOUN
brj-23216	108	15	training	training	NOUN
brj-23216	108	16	is	be	AUX
brj-23216	108	17	the	the	DET
brj-23216	108	18	process	process	NOUN
brj-23216	108	19	of	of	ADP
brj-23216	108	20	determining	determine	VERB
brj-23216	108	21	the	the	DET
brj-23216	108	22	appropriate	appropriate	ADJ
brj-23216	108	23	values	value	NOUN
brj-23216	108	24	of	of	ADP
brj-23216	108	25	the	the	DET
brj-23216	108	26	weights	weight	NOUN
brj-23216	108	27	and	and	CCONJ
brj-23216	108	28	biases	bias	NOUN
brj-23216	108	29	for	for	ADP
brj-23216	108	30	network	network	NOUN
brj-23216	108	31	connections	connection	NOUN
brj-23216	108	32	between	between	ADP
brj-23216	108	33	the	the	DET
brj-23216	108	34	input	input	NOUN
brj-23216	108	35	/	/	SYM
brj-23216	108	36	hidden	hide	VERB
brj-23216	108	37	and	and	CCONJ
brj-23216	108	38	hidden	hidden	ADJ
brj-23216	108	39	/	/	SYM
brj-23216	108	40	output	output	NOUN
brj-23216	108	41	layers	layer	NOUN
brj-23216	108	42	.	.	PUNCT
brj-23216	109	1	o=∑	o=∑	VERB
brj-23216	109	2	hy∙	hy∙	PROPN
brj-23216	110	1	w	w	PROPN
brj-23216	110	2	y	y	PROPN
brj-23216	110	3	+	+	PROPN
brj-23216	110	4	bout	bout	NOUN
brj-23216	110	5	m	m	VERB
brj-23216	110	6	y=1	y=1	NOUN
brj-23216	110	7	(	(	PUNCT
brj-23216	110	8	3	3	X
brj-23216	110	9	)	)	PUNCT
brj-23216	110	10	the	the	DET
brj-23216	110	11	mean	mean	ADJ
brj-23216	110	12	square	square	ADJ
brj-23216	110	13	error	error	NOUN
brj-23216	110	14	(	(	PUNCT
brj-23216	110	15	mse	mse	NOUN
brj-23216	110	16	)	)	PUNCT
brj-23216	110	17	,	,	PUNCT
brj-23216	110	18	defined	define	VERB
brj-23216	110	19	in	in	ADP
brj-23216	110	20	eq	eq	ADJ
brj-23216	110	21	.	.	PROPN
brj-23216	110	22	4	4	NUM
brj-23216	110	23	,	,	PUNCT
brj-23216	110	24	was	be	AUX
brj-23216	110	25	used	use	VERB
brj-23216	110	26	in	in	ADP
brj-23216	110	27	this	this	DET
brj-23216	110	28	work	work	NOUN
brj-23216	110	29	as	as	SCONJ
brj-23216	110	30	the	the	DET
brj-23216	110	31	main	main	ADJ
brj-23216	110	32	indicator	indicator	NOUN
brj-23216	110	33	for	for	ADP
brj-23216	110	34	the	the	DET
brj-23216	110	35	efficiency	efficiency	NOUN
brj-23216	110	36	of	of	ADP
brj-23216	110	37	the	the	DET
brj-23216	110	38	training	training	NOUN
brj-23216	110	39	algorithm	algorithm	NOUN
brj-23216	110	40	applied	apply	VERB
brj-23216	110	41	to	to	ADP
brj-23216	110	42	the	the	DET
brj-23216	110	43	ffnn	ffnn	NOUN
brj-23216	110	44	model	model	NOUN
brj-23216	110	45	,	,	PUNCT
brj-23216	110	46	peer	peer	NOUN
brj-23216	110	47	-	-	PUNCT
brj-23216	110	48	reviewed	review	VERB
brj-23216	110	49	article	article	NOUN
brj-23216	110	50	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	110	51	alrowais	alrowais	PROPN
brj-23216	110	52	et	et	PROPN
brj-23216	110	53	al	al	PROPN
brj-23216	110	54	.	.	PROPN
brj-23216	111	1	(	(	PUNCT
brj-23216	111	2	2024	2024	NUM
brj-23216	111	3	)	)	PUNCT
brj-23216	111	4	.	.	PUNCT
brj-23216	112	1	“	"	PUNCT
brj-23216	112	2	methane	methane	NOUN
brj-23216	112	3	from	from	ADP
brj-23216	112	4	straw	straw	NOUN
brj-23216	112	5	&	&	CCONJ
brj-23216	112	6	sludge	sludge	PROPN
brj-23216	112	7	,	,	PUNCT
brj-23216	112	8	”	"	PUNCT
brj-23216	112	9	bioresources	bioresource	NOUN
brj-23216	112	10	19(2	19(2	NUM
brj-23216	112	11	)	)	PUNCT
brj-23216	112	12	,	,	PUNCT
brj-23216	112	13	2179	2179	NUM
brj-23216	112	14	-	-	SYM
brj-23216	112	15	2200	2200	NUM
brj-23216	112	16	.	.	PUNCT
brj-23216	112	17	2184	2184	NUM
brj-23216	113	1	mse=	mse=	PROPN
brj-23216	113	2	1	1	NUM
brj-23216	113	3	n	n	PRON
brj-23216	113	4	∑(oj	∑(oj	NOUN
brj-23216	113	5	-	-	PUNCT
brj-23216	113	6	tj	tj	NOUN
brj-23216	113	7	)	)	PUNCT
brj-23216	113	8	2	2	NUM
brj-23216	113	9	n	n	NOUN
brj-23216	113	10	j=1	j=1	NOUN
brj-23216	113	11	(	(	PUNCT
brj-23216	113	12	4	4	X
brj-23216	113	13	)	)	PUNCT
brj-23216	113	14	where	where	SCONJ
brj-23216	113	15	tj	tj	NOUN
brj-23216	113	16	is	be	AUX
brj-23216	113	17	the	the	DET
brj-23216	113	18	target	target	NOUN
brj-23216	113	19	output	output	NOUN
brj-23216	113	20	and	and	CCONJ
brj-23216	113	21	n	n	NOUN
brj-23216	113	22	is	be	AUX
brj-23216	113	23	the	the	DET
brj-23216	113	24	total	total	ADJ
brj-23216	113	25	number	number	NOUN
brj-23216	113	26	of	of	ADP
brj-23216	113	27	training	training	NOUN
brj-23216	113	28	sets	set	NOUN
brj-23216	113	29	.	.	PUNCT
brj-23216	114	1	the	the	DET
brj-23216	114	2	training	training	NOUN
brj-23216	114	3	cost	cost	NOUN
brj-23216	114	4	function	function	NOUN
brj-23216	114	5	(	(	PUNCT
brj-23216	114	6	cf	cf	NOUN
brj-23216	114	7	)	)	PUNCT
brj-23216	114	8	was	be	AUX
brj-23216	114	9	computed	compute	VERB
brj-23216	114	10	with	with	ADP
brj-23216	114	11	eq	eq	NOUN
brj-23216	114	12	.	.	PROPN
brj-23216	114	13	5	5	NUM
brj-23216	114	14	:	:	PUNCT
brj-23216	114	15	cf	cf	NOUN
brj-23216	114	16	=	=	SYM
brj-23216	114	17	min	min	NOUN
brj-23216	114	18	.	.	PUNCT
brj-23216	115	1	[	[	X
brj-23216	115	2	mse=	mse=	PROPN
brj-23216	115	3	1	1	NUM
brj-23216	115	4	n	n	DET
brj-23216	115	5	∑(oj	∑(oj	NOUN
brj-23216	115	6	-	-	PUNCT
brj-23216	115	7	tj	tj	NOUN
brj-23216	115	8	)	)	PUNCT
brj-23216	115	9	2	2	NUM
brj-23216	115	10	n	n	NOUN
brj-23216	115	11	j=1	j=1	NOUN
brj-23216	115	12	]	]	PUNCT
brj-23216	115	13	(	(	PUNCT
brj-23216	115	14	5	5	X
brj-23216	115	15	)	)	PUNCT
brj-23216	115	16	the	the	DET
brj-23216	115	17	ffnn	ffnn	NOUN
brj-23216	115	18	weights	weight	NOUN
brj-23216	115	19	and	and	CCONJ
brj-23216	115	20	biases	bias	NOUN
brj-23216	115	21	of	of	ADP
brj-23216	115	22	the	the	DET
brj-23216	115	23	network	network	NOUN
brj-23216	115	24	connections	connection	NOUN
brj-23216	115	25	from	from	ADP
brj-23216	115	26	the	the	DET
brj-23216	115	27	output	output	NOUN
brj-23216	115	28	layer	layer	NOUN
brj-23216	115	29	back	back	ADV
brj-23216	115	30	to	to	ADP
brj-23216	115	31	the	the	DET
brj-23216	115	32	input	input	NOUN
brj-23216	115	33	layer	layer	NOUN
brj-23216	115	34	were	be	AUX
brj-23216	115	35	adjusted	adjust	VERB
brj-23216	115	36	with	with	ADP
brj-23216	115	37	the	the	DET
brj-23216	115	38	mse	mse	PROPN
brj-23216	115	39	function	function	NOUN
brj-23216	115	40	.	.	PUNCT
brj-23216	116	1	the	the	DET
brj-23216	116	2	ffnn	ffnn	NOUN
brj-23216	116	3	can	can	AUX
brj-23216	116	4	be	be	AUX
brj-23216	116	5	trained	train	VERB
brj-23216	116	6	with	with	ADP
brj-23216	116	7	optimization	optimization	NOUN
brj-23216	116	8	approaches	approach	NOUN
brj-23216	116	9	to	to	PART
brj-23216	116	10	determine	determine	VERB
brj-23216	116	11	the	the	DET
brj-23216	116	12	appropriate	appropriate	ADJ
brj-23216	116	13	number	number	NOUN
brj-23216	116	14	of	of	ADP
brj-23216	116	15	neurons	neuron	NOUN
brj-23216	116	16	for	for	ADP
brj-23216	116	17	the	the	DET
brj-23216	116	18	hidden	hide	VERB
brj-23216	116	19	layer	layer	NOUN
brj-23216	116	20	,	,	PUNCT
brj-23216	116	21	as	as	ADV
brj-23216	116	22	well	well	ADV
brj-23216	116	23	as	as	ADP
brj-23216	116	24	the	the	DET
brj-23216	116	25	weight	weight	NOUN
brj-23216	116	26	factors	factor	NOUN
brj-23216	116	27	and	and	CCONJ
brj-23216	116	28	biases	bias	NOUN
brj-23216	116	29	.	.	PUNCT
brj-23216	117	1	the	the	DET
brj-23216	117	2	optimal	optimal	ADJ
brj-23216	117	3	structure	structure	NOUN
brj-23216	117	4	of	of	ADP
brj-23216	117	5	the	the	DET
brj-23216	117	6	suggested	suggest	VERB
brj-23216	117	7	ffnn	ffnn	NOUN
brj-23216	117	8	was	be	AUX
brj-23216	117	9	obtained	obtain	VERB
brj-23216	117	10	in	in	ADP
brj-23216	117	11	this	this	DET
brj-23216	117	12	study	study	NOUN
brj-23216	117	13	with	with	ADP
brj-23216	117	14	the	the	DET
brj-23216	117	15	smo	smo	PROPN
brj-23216	117	16	.	.	PUNCT
brj-23216	118	1	modeling	modeling	NOUN
brj-23216	118	2	of	of	ADP
brj-23216	118	3	methane	methane	NOUN
brj-23216	118	4	production	production	NOUN
brj-23216	118	5	by	by	ADP
brj-23216	118	6	ffnn	ffnn	NOUN
brj-23216	118	7	-	-	PUNCT
brj-23216	118	8	smo	smo	PROPN
brj-23216	118	9	because	because	SCONJ
brj-23216	118	10	they	they	PRON
brj-23216	118	11	affect	affect	VERB
brj-23216	118	12	the	the	DET
brj-23216	118	13	performance	performance	NOUN
brj-23216	118	14	of	of	ADP
brj-23216	118	15	the	the	DET
brj-23216	118	16	proposed	propose	VERB
brj-23216	118	17	ffnn	ffnn	NOUN
brj-23216	118	18	,	,	PUNCT
brj-23216	118	19	the	the	DET
brj-23216	118	20	number	number	NOUN
brj-23216	118	21	of	of	ADP
brj-23216	118	22	neurons	neuron	NOUN
brj-23216	118	23	in	in	ADP
brj-23216	118	24	the	the	DET
brj-23216	118	25	hidden	hidden	ADJ
brj-23216	118	26	layers	layer	NOUN
brj-23216	118	27	must	must	AUX
brj-23216	118	28	be	be	AUX
brj-23216	118	29	carefully	carefully	ADV
brj-23216	118	30	selected	select	VERB
brj-23216	118	31	.	.	PUNCT
brj-23216	119	1	the	the	DET
brj-23216	119	2	error	error	NOUN
brj-23216	119	3	between	between	ADP
brj-23216	119	4	the	the	DET
brj-23216	119	5	actual	actual	ADJ
brj-23216	119	6	outputs	output	NOUN
brj-23216	119	7	(	(	PUNCT
brj-23216	119	8	target	target	NOUN
brj-23216	119	9	)	)	PUNCT
brj-23216	119	10	and	and	CCONJ
brj-23216	119	11	the	the	DET
brj-23216	119	12	projected	project	VERB
brj-23216	119	13	values	value	NOUN
brj-23216	119	14	are	be	AUX
brj-23216	119	15	minimized	minimize	VERB
brj-23216	119	16	by	by	ADP
brj-23216	119	17	training	train	VERB
brj-23216	119	18	the	the	DET
brj-23216	119	19	suggested	suggest	VERB
brj-23216	119	20	ffnn	ffnn	NOUN
brj-23216	119	21	.	.	PUNCT
brj-23216	120	1	to	to	PART
brj-23216	120	2	determine	determine	VERB
brj-23216	120	3	the	the	DET
brj-23216	120	4	ideal	ideal	ADJ
brj-23216	120	5	weight	weight	NOUN
brj-23216	120	6	factors	factor	NOUN
brj-23216	120	7	,	,	PUNCT
brj-23216	120	8	the	the	DET
brj-23216	120	9	suggested	suggest	VERB
brj-23216	120	10	ffnn	ffnn	NOUN
brj-23216	120	11	was	be	AUX
brj-23216	120	12	trained	train	VERB
brj-23216	120	13	with	with	ADP
brj-23216	120	14	the	the	DET
brj-23216	120	15	smo	smo	PROPN
brj-23216	120	16	approach	approach	NOUN
brj-23216	120	17	.	.	PUNCT
brj-23216	121	1	the	the	DET
brj-23216	121	2	oscillation	oscillation	NOUN
brj-23216	121	3	modes	mode	NOUN
brj-23216	121	4	of	of	ADP
brj-23216	121	5	slime	slime	NOUN
brj-23216	121	6	molds	mold	NOUN
brj-23216	121	7	found	find	VERB
brj-23216	121	8	in	in	ADP
brj-23216	121	9	nature	nature	NOUN
brj-23216	121	10	provided	provide	VERB
brj-23216	121	11	the	the	DET
brj-23216	121	12	basis	basis	NOUN
brj-23216	121	13	for	for	ADP
brj-23216	121	14	the	the	DET
brj-23216	121	15	smo	smo	PROPN
brj-23216	121	16	algorithm	algorithm	NOUN
brj-23216	121	17	.	.	PUNCT
brj-23216	122	1	with	with	ADP
brj-23216	122	2	an	an	DET
brj-23216	122	3	effective	effective	ADJ
brj-23216	122	4	mathematical	mathematical	ADJ
brj-23216	122	5	model	model	NOUN
brj-23216	122	6	that	that	PRON
brj-23216	122	7	employs	employ	VERB
brj-23216	122	8	adaptive	adaptive	ADJ
brj-23216	122	9	weights	weight	NOUN
brj-23216	122	10	to	to	PART
brj-23216	122	11	mimic	mimic	VERB
brj-23216	122	12	the	the	DET
brj-23216	122	13	process	process	NOUN
brj-23216	122	14	of	of	ADP
brj-23216	122	15	generating	generate	VERB
brj-23216	122	16	positive	positive	ADJ
brj-23216	122	17	/	/	SYM
brj-23216	122	18	negative	negative	ADJ
brj-23216	122	19	feedback	feedback	NOUN
brj-23216	122	20	from	from	ADP
brj-23216	122	21	the	the	DET
brj-23216	122	22	slime	slime	NOUN
brj-23216	122	23	mold	mold	NOUN
brj-23216	122	24	propagation	propagation	NOUN
brj-23216	122	25	wave	wave	NOUN
brj-23216	122	26	,	,	PUNCT
brj-23216	122	27	the	the	DET
brj-23216	122	28	sma	sma	NOUN
brj-23216	122	29	offers	offer	VERB
brj-23216	122	30	several	several	ADJ
brj-23216	122	31	new	new	ADJ
brj-23216	122	32	features	feature	NOUN
brj-23216	122	33	.	.	PUNCT
brj-23216	123	1	it	it	PRON
brj-23216	123	2	also	also	ADV
brj-23216	123	3	provides	provide	VERB
brj-23216	123	4	the	the	DET
brj-23216	123	5	ideal	ideal	ADJ
brj-23216	123	6	path	path	NOUN
brj-23216	123	7	for	for	ADP
brj-23216	123	8	connecting	connect	VERB
brj-23216	123	9	food	food	NOUN
brj-23216	123	10	with	with	ADP
brj-23216	123	11	superior	superior	ADJ
brj-23216	123	12	exploitation	exploitation	NOUN
brj-23216	123	13	ability	ability	NOUN
brj-23216	123	14	and	and	CCONJ
brj-23216	123	15	exploitation	exploitation	NOUN
brj-23216	123	16	tendencies	tendency	NOUN
brj-23216	123	17	(	(	PUNCT
brj-23216	123	18	li	li	PROPN
brj-23216	123	19	et	et	PROPN
brj-23216	123	20	al	al	PROPN
brj-23216	123	21	.	.	PROPN
brj-23216	123	22	2020	2020	NUM
brj-23216	123	23	;	;	PUNCT
brj-23216	123	24	sarhan	sarhan	ADP
brj-23216	123	25	et	et	PROPN
brj-23216	123	26	al	al	PROPN
brj-23216	123	27	.	.	PROPN
brj-23216	123	28	2022	2022	NUM
brj-23216	123	29	)	)	PUNCT
brj-23216	123	30	.	.	PUNCT
brj-23216	124	1	the	the	DET
brj-23216	124	2	mold	mold	NOUN
brj-23216	124	3	is	be	AUX
brj-23216	124	4	one	one	NUM
brj-23216	124	5	of	of	ADP
brj-23216	124	6	the	the	DET
brj-23216	124	7	key	key	ADJ
brj-23216	124	8	components	component	NOUN
brj-23216	124	9	of	of	ADP
brj-23216	124	10	the	the	DET
brj-23216	124	11	smo	smo	PROPN
brj-23216	124	12	algorithm	algorithm	NOUN
brj-23216	124	13	.	.	PUNCT
brj-23216	125	1	the	the	DET
brj-23216	125	2	potential	potential	ADJ
brj-23216	125	3	solutions	solution	NOUN
brj-23216	125	4	that	that	PRON
brj-23216	125	5	move	move	VERB
brj-23216	125	6	in	in	ADP
brj-23216	125	7	the	the	DET
brj-23216	125	8	search	search	NOUN
brj-23216	125	9	space	space	NOUN
brj-23216	125	10	are	be	AUX
brj-23216	125	11	represented	represent	VERB
brj-23216	125	12	by	by	ADP
brj-23216	125	13	molds	mold	NOUN
brj-23216	125	14	.	.	PUNCT
brj-23216	126	1	every	every	DET
brj-23216	126	2	d	d	ADJ
brj-23216	126	3	-	-	ADJ
brj-23216	126	4	dimensional	dimensional	ADJ
brj-23216	126	5	optimization	optimization	NOUN
brj-23216	126	6	phase	phase	NOUN
brj-23216	126	7	started	start	VERB
brj-23216	126	8	with	with	ADP
brj-23216	126	9	an	an	DET
brj-23216	126	10	initially	initially	ADV
brj-23216	126	11	randomized	randomize	VERB
brj-23216	126	12	smo	smo	PROPN
brj-23216	126	13	population	population	NOUN
brj-23216	126	14	of	of	ADP
brj-23216	126	15	size	size	NOUN
brj-23216	126	16	n.	n.	PROPN
brj-23216	126	17	every	every	DET
brj-23216	126	18	member	member	NOUN
brj-23216	126	19	of	of	ADP
brj-23216	126	20	the	the	DET
brj-23216	126	21	population	population	NOUN
brj-23216	126	22	was	be	AUX
brj-23216	126	23	initialized	initialize	VERB
brj-23216	126	24	as	as	ADP
brj-23216	126	25	a	a	DET
brj-23216	126	26	d	d	NOUN
brj-23216	126	27	-	-	PUNCT
brj-23216	126	28	entry	entry	NOUN
brj-23216	126	29	vector	vector	NOUN
brj-23216	126	30	with	with	ADP
brj-23216	126	31	eq	eq	NOUN
brj-23216	126	32	.	.	PROPN
brj-23216	126	33	6	6	NUM
brj-23216	126	34	,	,	PUNCT
brj-23216	126	35	zj(0)=	zj(0)=	NOUN
brj-23216	126	36	zmin	zmin	NOUN
brj-23216	126	37	+	+	CCONJ
brj-23216	126	38	rand(0	rand(0	PROPN
brj-23216	126	39	,	,	PUNCT
brj-23216	126	40	1)·[zmax	1)·[zmax	NUM
brj-23216	126	41	-zmin	-zmin	NOUN
brj-23216	126	42	]	]	PUNCT
brj-23216	126	43	,	,	PUNCT
brj-23216	126	44	j	j	PROPN
brj-23216	127	1	=	=	NOUN
brj-23216	127	2	1	1	NUM
brj-23216	127	3	:	:	SYM
brj-23216	127	4	n	n	X
brj-23216	127	5	(	(	PUNCT
brj-23216	127	6	6	6	NUM
brj-23216	127	7	)	)	PUNCT
brj-23216	127	8	where	where	SCONJ
brj-23216	127	9	zmin	zmin	NOUN
brj-23216	127	10	and	and	CCONJ
brj-23216	127	11	zmax	zmax	PROPN
brj-23216	127	12	are	be	AUX
brj-23216	127	13	the	the	DET
brj-23216	127	14	solutions	solution	NOUN
brj-23216	127	15	that	that	PRON
brj-23216	127	16	showed	show	VERB
brj-23216	127	17	the	the	DET
brj-23216	127	18	minimal	minimal	ADJ
brj-23216	127	19	and	and	CCONJ
brj-23216	127	20	maximum	maximum	ADJ
brj-23216	127	21	boundaries	boundary	NOUN
brj-23216	127	22	of	of	ADP
brj-23216	127	23	the	the	DET
brj-23216	127	24	control	control	NOUN
brj-23216	127	25	variables	variable	NOUN
brj-23216	127	26	,	,	PUNCT
brj-23216	127	27	respectively	respectively	ADV
brj-23216	127	28	.	.	PUNCT
brj-23216	128	1	there	there	PRON
brj-23216	128	2	are	be	VERB
brj-23216	128	3	two	two	NUM
brj-23216	128	4	steps	step	NOUN
brj-23216	128	5	in	in	ADP
brj-23216	128	6	the	the	DET
brj-23216	128	7	conventional	conventional	ADJ
brj-23216	128	8	smo	smo	PROPN
brj-23216	128	9	:	:	PUNCT
brj-23216	128	10	approach	approach	NOUN
brj-23216	128	11	and	and	CCONJ
brj-23216	128	12	food	food	NOUN
brj-23216	128	13	wrapping	wrapping	NOUN
brj-23216	128	14	(	(	PUNCT
brj-23216	128	15	sarhan	sarhan	ADV
brj-23216	128	16	et	et	PROPN
brj-23216	128	17	al	al	PROPN
brj-23216	128	18	.	.	PROPN
brj-23216	128	19	2022	2022	NUM
brj-23216	128	20	)	)	PUNCT
brj-23216	128	21	.	.	PUNCT
brj-23216	129	1	the	the	DET
brj-23216	129	2	following	follow	VERB
brj-23216	129	3	formula	formula	NOUN
brj-23216	129	4	was	be	AUX
brj-23216	129	5	used	use	VERB
brj-23216	129	6	to	to	PART
brj-23216	129	7	determine	determine	VERB
brj-23216	129	8	the	the	DET
brj-23216	129	9	activity	activity	NOUN
brj-23216	129	10	of	of	ADP
brj-23216	129	11	a	a	DET
brj-23216	129	12	slime	slime	NOUN
brj-23216	129	13	mold	mold	NOUN
brj-23216	129	14	during	during	ADP
brj-23216	129	15	the	the	DET
brj-23216	129	16	first	first	ADJ
brj-23216	129	17	stage	stage	NOUN
brj-23216	129	18	,	,	PUNCT
brj-23216	129	19	when	when	SCONJ
brj-23216	129	20	it	it	PRON
brj-23216	129	21	may	may	AUX
brj-23216	129	22	seek	seek	VERB
brj-23216	129	23	nourishment	nourishment	NOUN
brj-23216	129	24	based	base	VERB
brj-23216	129	25	only	only	ADV
brj-23216	129	26	on	on	ADP
brj-23216	129	27	the	the	DET
brj-23216	129	28	scent	scent	NOUN
brj-23216	129	29	in	in	ADP
brj-23216	129	30	the	the	DET
brj-23216	129	31	air	air	NOUN
brj-23216	129	32	:	:	PUNCT
brj-23216	129	33	zj(it+1)=	zj(it+1)=	NUM
brj-23216	129	34	{	{	PUNCT
brj-23216	129	35	zb(it)+	zb(it)+	PROPN
brj-23216	129	36	u1·(w·zr1	u1·(w·zr1	X
brj-23216	129	37	(	(	PUNCT
brj-23216	129	38	it)-zr2	it)-zr2	NOUN
brj-23216	129	39	(	(	PUNCT
brj-23216	129	40	it	it	PRON
brj-23216	129	41	)	)	PUNCT
brj-23216	129	42	)	)	PUNCT
brj-23216	130	1	pr	pr	X
brj-23216	130	2	>	>	PUNCT
brj-23216	130	3	r	r	NOUN
brj-23216	130	4	u2·zj(it	u2·zj(it	NOUN
brj-23216	130	5	)	)	PUNCT
brj-23216	130	6	pr	pr	VERB
brj-23216	130	7	≤	≤	NUM
brj-23216	130	8	r	r	NOUN
brj-23216	130	9	j	j	NOUN
brj-23216	130	10	=	=	SYM
brj-23216	130	11	1	1	NUM
brj-23216	130	12	:	:	SYM
brj-23216	130	13	n	n	X
brj-23216	130	14	(	(	PUNCT
brj-23216	130	15	7	7	NUM
brj-23216	130	16	)	)	PUNCT
brj-23216	130	17	in	in	ADP
brj-23216	130	18	this	this	DET
brj-23216	130	19	case	case	NOUN
brj-23216	130	20	,	,	PUNCT
brj-23216	130	21	zj	zj	PROPN
brj-23216	130	22	is	be	AUX
brj-23216	130	23	the	the	DET
brj-23216	130	24	position	position	NOUN
brj-23216	130	25	of	of	ADP
brj-23216	130	26	the	the	DET
brj-23216	130	27	slime	slime	NOUN
brj-23216	130	28	mold	mold	NOUN
brj-23216	130	29	,	,	PUNCT
brj-23216	130	30	zb	zb	PROPN
brj-23216	130	31	is	be	AUX
brj-23216	130	32	the	the	DET
brj-23216	130	33	position	position	NOUN
brj-23216	130	34	with	with	ADP
brj-23216	130	35	the	the	DET
brj-23216	130	36	highest	high	ADJ
brj-23216	130	37	concentration	concentration	NOUN
brj-23216	130	38	of	of	ADP
brj-23216	130	39	odor	odor	NOUN
brj-23216	130	40	,	,	PUNCT
brj-23216	130	41	and	and	CCONJ
brj-23216	130	42	zr1	zr1	PROPN
brj-23216	130	43	and	and	CCONJ
brj-23216	130	44	zr2	zr2	PROPN
brj-23216	130	45	are	be	AUX
brj-23216	130	46	two	two	NUM
brj-23216	130	47	randomly	randomly	ADV
brj-23216	130	48	selected	select	VERB
brj-23216	130	49	solutions	solution	NOUN
brj-23216	130	50	from	from	ADP
brj-23216	130	51	the	the	DET
brj-23216	130	52	population	population	NOUN
brj-23216	130	53	.	.	PUNCT
brj-23216	131	1	two	two	NUM
brj-23216	131	2	components	component	NOUN
brj-23216	131	3	,	,	PUNCT
brj-23216	131	4	u1	u1	NOUN
brj-23216	131	5	and	and	CCONJ
brj-23216	131	6	u2	u2	NOUN
brj-23216	131	7	,	,	PUNCT
brj-23216	131	8	mirror	mirror	VERB
brj-23216	131	9	the	the	DET
brj-23216	131	10	behavior	behavior	NOUN
brj-23216	131	11	of	of	ADP
brj-23216	131	12	slime	slime	NOUN
brj-23216	131	13	mold	mold	NOUN
brj-23216	131	14	selection	selection	NOUN
brj-23216	131	15	,	,	PUNCT
brj-23216	131	16	with	with	ADP
brj-23216	131	17	u2	u2	NOUN
brj-23216	131	18	linearly	linearly	ADV
brj-23216	131	19	decreasing	decrease	VERB
brj-23216	131	20	from	from	ADP
brj-23216	131	21	1	1	NUM
brj-23216	131	22	to	to	ADP
brj-23216	131	23	0	0	NUM
brj-23216	131	24	.	.	PUNCT
brj-23216	132	1	w	w	PROPN
brj-23216	132	2	is	be	AUX
brj-23216	132	3	the	the	DET
brj-23216	132	4	weight	weight	NOUN
brj-23216	132	5	of	of	ADP
brj-23216	132	6	the	the	DET
brj-23216	132	7	search	search	NOUN
brj-23216	132	8	agent	agent	NOUN
brj-23216	132	9	,	,	PUNCT
brj-23216	132	10	while	while	SCONJ
brj-23216	132	11	r	r	NOUN
brj-23216	132	12	is	be	AUX
brj-23216	132	13	a	a	DET
brj-23216	132	14	random	random	ADJ
brj-23216	132	15	number	number	NOUN
brj-23216	132	16	in	in	ADP
brj-23216	132	17	the	the	DET
brj-23216	132	18	interval	interval	NOUN
brj-23216	132	19	[	[	X
brj-23216	132	20	0	0	NUM
brj-23216	132	21	,	,	PUNCT
brj-23216	132	22	1	1	NUM
brj-23216	132	23	]	]	PUNCT
brj-23216	132	24	.	.	PUNCT
brj-23216	133	1	pr	pr	PROPN
brj-23216	133	2	was	be	AUX
brj-23216	133	3	defined	define	VERB
brj-23216	133	4	as	as	ADP
brj-23216	133	5	follows	follow	VERB
brj-23216	133	6	,	,	PUNCT
brj-23216	133	7	peer	peer	NOUN
brj-23216	133	8	-	-	PUNCT
brj-23216	133	9	reviewed	review	VERB
brj-23216	133	10	article	article	NOUN
brj-23216	133	11	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	133	12	alrowais	alrowais	PROPN
brj-23216	133	13	et	et	PROPN
brj-23216	133	14	al	al	PROPN
brj-23216	133	15	.	.	PROPN
brj-23216	134	1	(	(	PUNCT
brj-23216	134	2	2024	2024	NUM
brj-23216	134	3	)	)	PUNCT
brj-23216	134	4	.	.	PUNCT
brj-23216	135	1	“	"	PUNCT
brj-23216	135	2	methane	methane	NOUN
brj-23216	135	3	from	from	ADP
brj-23216	135	4	straw	straw	NOUN
brj-23216	135	5	&	&	CCONJ
brj-23216	135	6	sludge	sludge	PROPN
brj-23216	135	7	,	,	PUNCT
brj-23216	135	8	”	"	PUNCT
brj-23216	135	9	bioresources	bioresource	NOUN
brj-23216	135	10	19(2	19(2	NUM
brj-23216	135	11	)	)	PUNCT
brj-23216	135	12	,	,	PUNCT
brj-23216	135	13	2179	2179	NUM
brj-23216	135	14	-	-	SYM
brj-23216	135	15	2200	2200	NUM
brj-23216	135	16	.	.	PUNCT
brj-23216	136	1	2185	2185	NUM
brj-23216	137	1	pr=	pr=	PROPN
brj-23216	137	2	tanh|s(j)-cf|	tanh|s(j)-cf|	PROPN
brj-23216	137	3	,	,	PUNCT
brj-23216	137	4	j	j	PROPN
brj-23216	137	5	=	=	NOUN
brj-23216	137	6	1	1	NUM
brj-23216	137	7	:	:	SYM
brj-23216	137	8	n	n	X
brj-23216	137	9	(	(	PUNCT
brj-23216	137	10	8)	8)	NUM
brj-23216	137	11	where	where	SCONJ
brj-23216	137	12	cf	cf	NOUN
brj-23216	137	13	is	be	AUX
brj-23216	137	14	the	the	DET
brj-23216	137	15	overall	overall	ADJ
brj-23216	137	16	best	good	ADJ
brj-23216	137	17	fitness	fitness	NOUN
brj-23216	137	18	value	value	NOUN
brj-23216	137	19	over	over	ADP
brj-23216	137	20	all	all	DET
brj-23216	137	21	iterations	iteration	NOUN
brj-23216	137	22	and	and	CCONJ
brj-23216	137	23	s(j	s(j	PROPN
brj-23216	137	24	)	)	PUNCT
brj-23216	137	25	is	be	AUX
brj-23216	137	26	the	the	DET
brj-23216	137	27	fitness	fitness	NOUN
brj-23216	137	28	score	score	NOUN
brj-23216	137	29	of	of	ADP
brj-23216	137	30	the	the	DET
brj-23216	137	31	current	current	ADJ
brj-23216	137	32	person	person	NOUN
brj-23216	137	33	.	.	PUNCT
brj-23216	138	1	the	the	DET
brj-23216	138	2	formula	formula	NOUN
brj-23216	138	3	for	for	ADP
brj-23216	138	4	u1	u1	NOUN
brj-23216	138	5	is	be	AUX
brj-23216	138	6	as	as	SCONJ
brj-23216	138	7	follows	follow	VERB
brj-23216	138	8	,	,	PUNCT
brj-23216	138	9	u1=	u1=	PROPN
brj-23216	138	10	[	[	X
brj-23216	138	11	-arctanh	-arctanh	PROPN
brj-23216	138	12	(	(	PUNCT
brj-23216	138	13	12	12	NUM
brj-23216	138	14	maxit	maxit	NOUN
brj-23216	138	15	)	)	PUNCT
brj-23216	138	16	,	,	PUNCT
brj-23216	138	17	arctanh	arctanh	NOUN
brj-23216	138	18	(	(	PUNCT
brj-23216	138	19	12	12	NUM
brj-23216	138	20	maxit	maxit	NOUN
brj-23216	138	21	)	)	PUNCT
brj-23216	138	22	]	]	PUNCT
brj-23216	138	23	,	,	PUNCT
brj-23216	138	24	(	(	PUNCT
brj-23216	138	25	9	9	X
brj-23216	138	26	)	)	PUNCT
brj-23216	138	27	where	where	SCONJ
brj-23216	138	28	maxit	maxit	NOUN
brj-23216	138	29	is	be	AUX
brj-23216	138	30	the	the	DET
brj-23216	138	31	maximum	maximum	ADJ
brj-23216	138	32	number	number	NOUN
brj-23216	138	33	of	of	ADP
brj-23216	138	34	search	search	NOUN
brj-23216	138	35	iterations	iteration	NOUN
brj-23216	138	36	.	.	PUNCT
brj-23216	139	1	the	the	DET
brj-23216	139	2	definition	definition	NOUN
brj-23216	139	3	of	of	ADP
brj-23216	139	4	the	the	DET
brj-23216	139	5	weight	weight	NOUN
brj-23216	139	6	w	w	NOUN
brj-23216	139	7	is	be	AUX
brj-23216	139	8	presented	present	VERB
brj-23216	139	9	in	in	ADP
brj-23216	139	10	eq	eq	ADP
brj-23216	139	11	.	.	PROPN
brj-23216	139	12	10	10	NUM
brj-23216	139	13	,	,	PUNCT
brj-23216	139	14	w(indsmell(j)=	w(indsmell(j)=	NOUN
brj-23216	139	15	{	{	PUNCT
brj-23216	139	16	1+r	1+r	NUM
brj-23216	139	17	.	.	PUNCT
brj-23216	140	1	log	log	NOUN
brj-23216	140	2	(	(	PUNCT
brj-23216	140	3	bf	bf	NOUN
brj-23216	140	4	-	-	PUNCT
brj-23216	140	5	s(j	s(j	PROPN
brj-23216	140	6	)	)	PUNCT
brj-23216	140	7	bf	bf	NOUN
brj-23216	140	8	-	-	PUNCT
brj-23216	140	9	wf	wf	PROPN
brj-23216	140	10	+1	+1	PROPN
brj-23216	140	11	)	)	PUNCT
brj-23216	140	12	,	,	PUNCT
brj-23216	140	13	condition	condition	NOUN
brj-23216	140	14	1	1	NUM
brj-23216	140	15	-	-	PUNCT
brj-23216	140	16	r	r	NOUN
brj-23216	140	17	.	.	PUNCT
brj-23216	141	1	log	log	PROPN
brj-23216	141	2	(	(	PUNCT
brj-23216	141	3	bf	bf	NOUN
brj-23216	141	4	-	-	PUNCT
brj-23216	141	5	s(j	s(j	PROPN
brj-23216	141	6	)	)	PUNCT
brj-23216	141	7	bf	bf	NOUN
brj-23216	141	8	-	-	PUNCT
brj-23216	141	9	wf	wf	PROPN
brj-23216	141	10	+1	+1	PROPN
brj-23216	141	11	)	)	PUNCT
brj-23216	141	12	,	,	PUNCT
brj-23216	141	13	others	other	NOUN
brj-23216	141	14	j	j	NOUN
brj-23216	142	1	=	=	NOUN
brj-23216	142	2	1	1	NUM
brj-23216	142	3	:	:	SYM
brj-23216	142	4	n	n	X
brj-23216	142	5	(	(	PUNCT
brj-23216	142	6	10	10	NUM
brj-23216	142	7	)	)	PUNCT
brj-23216	142	8	where	where	SCONJ
brj-23216	142	9	r	r	NOUN
brj-23216	142	10	is	be	AUX
brj-23216	142	11	a	a	DET
brj-23216	142	12	randomized	randomized	ADJ
brj-23216	142	13	value	value	NOUN
brj-23216	142	14	inside	inside	ADP
brj-23216	142	15	[	[	X
brj-23216	142	16	0	0	NUM
brj-23216	142	17	,	,	PUNCT
brj-23216	142	18	1	1	NUM
brj-23216	142	19	]	]	PUNCT
brj-23216	142	20	,	,	PUNCT
brj-23216	142	21	and	and	CCONJ
brj-23216	142	22	the	the	DET
brj-23216	142	23	condition	condition	NOUN
brj-23216	142	24	denotes	denote	VERB
brj-23216	142	25	the	the	DET
brj-23216	142	26	first	first	ADJ
brj-23216	142	27	half	half	NOUN
brj-23216	142	28	of	of	ADP
brj-23216	142	29	the	the	DET
brj-23216	142	30	population	population	NOUN
brj-23216	142	31	.	.	PUNCT
brj-23216	143	1	bf	bf	NOUN
brj-23216	143	2	and	and	CCONJ
brj-23216	143	3	wf	wf	PROPN
brj-23216	143	4	indicated	indicate	VERB
brj-23216	143	5	the	the	DET
brj-23216	143	6	best	good	ADJ
brj-23216	143	7	and	and	CCONJ
brj-23216	143	8	worst	bad	ADJ
brj-23216	143	9	values	value	NOUN
brj-23216	143	10	,	,	PUNCT
brj-23216	143	11	respectively	respectively	ADV
brj-23216	143	12	,	,	PUNCT
brj-23216	143	13	obtained	obtain	VERB
brj-23216	143	14	after	after	ADP
brj-23216	143	15	this	this	DET
brj-23216	143	16	iteration	iteration	NOUN
brj-23216	143	17	,	,	PUNCT
brj-23216	143	18	while	while	SCONJ
brj-23216	143	19	indsmell	indsmell	NOUN
brj-23216	143	20	showed	show	VERB
brj-23216	143	21	the	the	DET
brj-23216	143	22	sorted	sorted	ADJ
brj-23216	143	23	sequence	sequence	NOUN
brj-23216	143	24	of	of	ADP
brj-23216	143	25	fitness	fitness	NOUN
brj-23216	143	26	ratings	rating	NOUN
brj-23216	143	27	:	:	PUNCT
brj-23216	143	28	indsmell	indsmell	NOUN
brj-23216	143	29	=	=	SYM
brj-23216	143	30	sort(s	sort(s	PROPN
brj-23216	143	31	)	)	PUNCT
brj-23216	143	32	(	(	PUNCT
brj-23216	143	33	11	11	NUM
brj-23216	143	34	)	)	PUNCT
brj-23216	143	35	in	in	ADP
brj-23216	143	36	the	the	DET
brj-23216	143	37	second	second	ADJ
brj-23216	143	38	stage	stage	NOUN
brj-23216	143	39	,	,	PUNCT
brj-23216	143	40	the	the	DET
brj-23216	143	41	arrangement	arrangement	NOUN
brj-23216	143	42	of	of	ADP
brj-23216	143	43	venous	venous	ADJ
brj-23216	143	44	tissue	tissue	NOUN
brj-23216	143	45	in	in	ADP
brj-23216	143	46	the	the	DET
brj-23216	143	47	slime	slime	NOUN
brj-23216	143	48	mold	mold	NOUN
brj-23216	143	49	was	be	AUX
brj-23216	143	50	modeled	model	VERB
brj-23216	143	51	computationally	computationally	ADV
brj-23216	143	52	throughout	throughout	ADP
brj-23216	143	53	the	the	DET
brj-23216	143	54	search	search	NOUN
brj-23216	143	55	process	process	NOUN
brj-23216	143	56	.	.	PUNCT
brj-23216	144	1	the	the	DET
brj-23216	144	2	type	type	NOUN
brj-23216	144	3	of	of	ADP
brj-23216	144	4	food	food	NOUN
brj-23216	144	5	consumed	consume	VERB
brj-23216	144	6	by	by	ADP
brj-23216	144	7	the	the	DET
brj-23216	144	8	slime	slime	NOUN
brj-23216	144	9	mold	mold	NOUN
brj-23216	144	10	can	can	AUX
brj-23216	144	11	affect	affect	VERB
brj-23216	144	12	the	the	DET
brj-23216	144	13	search	search	NOUN
brj-23216	144	14	.	.	PUNCT
brj-23216	145	1	this	this	PRON
brj-23216	145	2	is	be	AUX
brj-23216	145	3	the	the	DET
brj-23216	145	4	precise	precise	ADJ
brj-23216	145	5	model	model	NOUN
brj-23216	145	6	that	that	SCONJ
brj-23216	145	7	the	the	DET
brj-23216	145	8	slime	slime	NOUN
brj-23216	145	9	mold	mold	NOUN
brj-23216	145	10	uses	use	VERB
brj-23216	145	11	to	to	PART
brj-23216	145	12	change	change	VERB
brj-23216	145	13	its	its	PRON
brj-23216	145	14	location	location	NOUN
brj-23216	145	15	,	,	PUNCT
brj-23216	145	16	zj(it+1)=	zj(it+1)=	PROPN
brj-23216	145	17	{	{	PUNCT
brj-23216	145	18	zmin+	zmin+	NUM
brj-23216	145	19	rand(0,1)·[zmax	rand(0,1)·[zmax	AUX
brj-23216	145	20	-	-	PUNCT
brj-23216	145	21	zmin]rand	zmin]rand	PROPN
brj-23216	145	22	<	<	PROPN
brj-23216	145	23	y	y	PROPN
brj-23216	145	24	zb(it)+	zb(it)+	PROPN
brj-23216	145	25	u1·(w·zr1	u1·(w·zr1	X
brj-23216	145	26	(	(	PUNCT
brj-23216	145	27	it)-zr2	it)-zr2	NOUN
brj-23216	145	28	(	(	PUNCT
brj-23216	145	29	it	it	PRON
brj-23216	145	30	)	)	PUNCT
brj-23216	145	31	)	)	PUNCT
brj-23216	146	1	pr	pr	X
brj-23216	146	2	>	>	X
brj-23216	146	3	r	r	NOUN
brj-23216	146	4	u2·zj(it	u2·zj(it	ADJ
brj-23216	146	5	)	)	PUNCT
brj-23216	146	6	pr≤r	pr≤r	NOUN
brj-23216	146	7	(	(	PUNCT
brj-23216	146	8	12	12	NUM
brj-23216	146	9	)	)	PUNCT
brj-23216	146	10	where	where	SCONJ
brj-23216	146	11	the	the	DET
brj-23216	146	12	random	random	ADJ
brj-23216	146	13	values	value	NOUN
brj-23216	146	14	r	r	NOUN
brj-23216	146	15	and	and	CCONJ
brj-23216	146	16	rand	rand	NOUN
brj-23216	146	17	are	be	AUX
brj-23216	146	18	within	within	ADP
brj-23216	146	19	the	the	DET
brj-23216	146	20	range	range	NOUN
brj-23216	147	1	[	[	X
brj-23216	147	2	0	0	NUM
brj-23216	147	3	,	,	PUNCT
brj-23216	147	4	1	1	NUM
brj-23216	147	5	]	]	PUNCT
brj-23216	147	6	.	.	PUNCT
brj-23216	148	1	the	the	DET
brj-23216	148	2	ability	ability	NOUN
brj-23216	148	3	of	of	ADP
brj-23216	148	4	a	a	DET
brj-23216	148	5	balancing	balancing	NOUN
brj-23216	148	6	process	process	NOUN
brj-23216	148	7	to	to	PART
brj-23216	148	8	explore	explore	VERB
brj-23216	148	9	and	and	CCONJ
brj-23216	148	10	use	use	VERB
brj-23216	148	11	data	datum	NOUN
brj-23216	148	12	was	be	AUX
brj-23216	148	13	determined	determine	VERB
brj-23216	148	14	with	with	ADP
brj-23216	148	15	a	a	DET
brj-23216	148	16	parameter	parameter	NOUN
brj-23216	148	17	called	call	VERB
brj-23216	148	18	y	y	PROPN
brj-23216	148	19	,	,	PUNCT
brj-23216	148	20	which	which	PRON
brj-23216	148	21	might	might	AUX
brj-23216	148	22	have	have	VERB
brj-23216	148	23	different	different	ADJ
brj-23216	148	24	values	value	NOUN
brj-23216	148	25	depending	depend	VERB
brj-23216	148	26	on	on	ADP
brj-23216	148	27	the	the	DET
brj-23216	148	28	circumstances	circumstance	NOUN
brj-23216	148	29	.	.	PUNCT
brj-23216	149	1	the	the	DET
brj-23216	149	2	ffnn	ffnn	NOUN
brj-23216	149	3	-	-	PUNCT
brj-23216	149	4	smo	smo	PROPN
brj-23216	149	5	algorithm	algorithm	NOUN
brj-23216	149	6	was	be	AUX
brj-23216	149	7	applied	apply	VERB
brj-23216	149	8	to	to	AUX
brj-23216	149	9	model	model	VERB
brj-23216	149	10	methane	methane	NOUN
brj-23216	149	11	production	production	NOUN
brj-23216	149	12	and	and	CCONJ
brj-23216	149	13	predict	predict	VERB
brj-23216	149	14	the	the	DET
brj-23216	149	15	output	output	NOUN
brj-23216	149	16	amount	amount	NOUN
brj-23216	149	17	with	with	ADP
brj-23216	149	18	minimal	minimal	ADJ
brj-23216	149	19	error	error	NOUN
brj-23216	149	20	.	.	PUNCT
brj-23216	150	1	the	the	DET
brj-23216	150	2	following	follow	VERB
brj-23216	150	3	steps	step	NOUN
brj-23216	150	4	were	be	AUX
brj-23216	150	5	used	use	VERB
brj-23216	150	6	to	to	PART
brj-23216	150	7	apply	apply	VERB
brj-23216	150	8	the	the	DET
brj-23216	150	9	suggested	suggest	VERB
brj-23216	150	10	ffnn	ffnn	NOUN
brj-23216	150	11	-	-	PUNCT
brj-23216	150	12	smo	smo	PROPN
brj-23216	150	13	algorithm	algorithm	NOUN
brj-23216	150	14	:	:	PUNCT
brj-23216	151	1	1	1	X
brj-23216	151	2	.	.	X
brj-23216	151	3	input	input	NOUN
brj-23216	151	4	:	:	PUNCT
brj-23216	151	5	the	the	DET
brj-23216	151	6	assigned	assign	VERB
brj-23216	151	7	ffnn	ffnn	NOUN
brj-23216	151	8	inputs	input	NOUN
brj-23216	151	9	(	(	PUNCT
brj-23216	151	10	time	time	NOUN
brj-23216	151	11	,	,	PUNCT
brj-23216	151	12	reactor	reactor	NOUN
brj-23216	151	13	type	type	NOUN
brj-23216	151	14	,	,	PUNCT
brj-23216	151	15	mixture	mixture	NOUN
brj-23216	151	16	)	)	PUNCT
brj-23216	151	17	and	and	CCONJ
brj-23216	151	18	the	the	DET
brj-23216	151	19	output	output	NOUN
brj-23216	151	20	target	target	NOUN
brj-23216	151	21	(	(	PUNCT
brj-23216	151	22	cumulative	cumulative	ADJ
brj-23216	151	23	methane	methane	NOUN
brj-23216	151	24	production	production	NOUN
brj-23216	151	25	)	)	PUNCT
brj-23216	151	26	were	be	AUX
brj-23216	151	27	chosen	choose	VERB
brj-23216	151	28	;	;	PUNCT
brj-23216	151	29	2	2	X
brj-23216	151	30	.	.	X
brj-23216	152	1	the	the	DET
brj-23216	152	2	search	search	NOUN
brj-23216	152	3	parameters	parameter	NOUN
brj-23216	152	4	of	of	ADP
brj-23216	152	5	the	the	DET
brj-23216	152	6	designed	design	VERB
brj-23216	152	7	smo	smo	NOUN
brj-23216	152	8	(	(	PUNCT
brj-23216	152	9	number	number	NOUN
brj-23216	152	10	of	of	ADP
brj-23216	152	11	slime	slime	NOUN
brj-23216	152	12	mold	mold	NOUN
brj-23216	152	13	agents	agent	NOUN
brj-23216	152	14	,	,	PUNCT
brj-23216	152	15	maximum	maximum	ADJ
brj-23216	152	16	number	number	NOUN
brj-23216	152	17	of	of	ADP
brj-23216	152	18	search	search	NOUN
brj-23216	152	19	iterations	iteration	NOUN
brj-23216	152	20	,	,	PUNCT
brj-23216	152	21	and	and	CCONJ
brj-23216	152	22	upper	upper	ADJ
brj-23216	152	23	and	and	CCONJ
brj-23216	152	24	lower	low	ADJ
brj-23216	152	25	bounds	bound	NOUN
brj-23216	152	26	of	of	ADP
brj-23216	152	27	search	search	NOUN
brj-23216	152	28	vectors	vector	NOUN
brj-23216	152	29	)	)	PUNCT
brj-23216	152	30	were	be	AUX
brj-23216	152	31	set	set	VERB
brj-23216	152	32	.	.	PUNCT
brj-23216	153	1	3	3	X
brj-23216	153	2	.	.	X
brj-23216	154	1	within	within	ADP
brj-23216	154	2	the	the	DET
brj-23216	154	3	limits	limit	NOUN
brj-23216	154	4	of	of	ADP
brj-23216	154	5	the	the	DET
brj-23216	154	6	lower	low	ADJ
brj-23216	154	7	and	and	CCONJ
brj-23216	154	8	upper	upper	ADJ
brj-23216	154	9	bounds	bound	NOUN
brj-23216	154	10	,	,	PUNCT
brj-23216	154	11	initial	initial	ADJ
brj-23216	154	12	random	random	ADJ
brj-23216	154	13	populations	population	NOUN
brj-23216	154	14	of	of	ADP
brj-23216	154	15	slime	slime	NOUN
brj-23216	154	16	molds	mold	NOUN
brj-23216	154	17	were	be	AUX
brj-23216	154	18	collected	collect	VERB
brj-23216	154	19	,	,	PUNCT
brj-23216	154	20	and	and	CCONJ
brj-23216	154	21	the	the	DET
brj-23216	154	22	slime	slime	NOUN
brj-23216	154	23	molds	mold	NOUN
brj-23216	154	24	were	be	AUX
brj-23216	154	25	considered	consider	VERB
brj-23216	154	26	predictable	predictable	ADJ
brj-23216	154	27	solutions	solution	NOUN
brj-23216	154	28	.	.	PUNCT
brj-23216	155	1	4	4	X
brj-23216	155	2	.	.	X
brj-23216	155	3	the	the	DET
brj-23216	155	4	fitness	fitness	NOUN
brj-23216	155	5	function	function	NOUN
brj-23216	155	6	was	be	AUX
brj-23216	155	7	evaluated	evaluate	VERB
brj-23216	155	8	in	in	ADP
brj-23216	155	9	terms	term	NOUN
brj-23216	155	10	of	of	ADP
brj-23216	155	11	the	the	DET
brj-23216	155	12	mse	mse	NOUN
brj-23216	155	13	of	of	ADP
brj-23216	155	14	the	the	DET
brj-23216	155	15	ffnn	ffnn	NOUN
brj-23216	155	16	model	model	NOUN
brj-23216	155	17	for	for	ADP
brj-23216	155	18	the	the	DET
brj-23216	155	19	slime	slime	NOUN
brj-23216	155	20	mold	mold	NOUN
brj-23216	155	21	with	with	ADP
brj-23216	155	22	eq	eq	NOUN
brj-23216	155	23	.	.	PROPN
brj-23216	155	24	6	6	NUM
brj-23216	155	25	.	.	NOUN
brj-23216	155	26	5	5	NUM
brj-23216	155	27	.	.	PUNCT
brj-23216	156	1	the	the	DET
brj-23216	156	2	search	search	NOUN
brj-23216	156	3	populations	population	NOUN
brj-23216	156	4	were	be	AUX
brj-23216	156	5	sorted	sort	VERB
brj-23216	156	6	according	accord	VERB
brj-23216	156	7	to	to	ADP
brj-23216	156	8	their	their	PRON
brj-23216	156	9	fitness	fitness	NOUN
brj-23216	156	10	values	value	NOUN
brj-23216	156	11	,	,	PUNCT
brj-23216	156	12	after	after	ADP
brj-23216	156	13	which	which	PRON
brj-23216	156	14	the	the	DET
brj-23216	156	15	best	good	ADJ
brj-23216	156	16	slime	slime	NOUN
brj-23216	156	17	mold	mold	NOUN
brj-23216	156	18	was	be	AUX
brj-23216	156	19	identified	identify	VERB
brj-23216	156	20	.	.	PUNCT
brj-23216	157	1	6	6	X
brj-23216	157	2	.	.	PUNCT
brj-23216	158	1	the	the	DET
brj-23216	158	2	positions	position	NOUN
brj-23216	158	3	of	of	ADP
brj-23216	158	4	the	the	DET
brj-23216	158	5	slime	slime	NOUN
brj-23216	158	6	molds	mold	NOUN
brj-23216	158	7	were	be	AUX
brj-23216	158	8	updated	update	VERB
brj-23216	158	9	based	base	VERB
brj-23216	158	10	on	on	ADP
brj-23216	158	11	the	the	DET
brj-23216	158	12	new	new	ADJ
brj-23216	158	13	positions	position	NOUN
brj-23216	158	14	of	of	ADP
brj-23216	158	15	the	the	DET
brj-23216	158	16	peer	peer	NOUN
brj-23216	158	17	-	-	PUNCT
brj-23216	158	18	reviewed	review	VERB
brj-23216	158	19	article	article	NOUN
brj-23216	158	20	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	158	21	alrowais	alrowais	PROPN
brj-23216	158	22	et	et	PROPN
brj-23216	158	23	al	al	PROPN
brj-23216	158	24	.	.	PROPN
brj-23216	159	1	(	(	PUNCT
brj-23216	159	2	2024	2024	NUM
brj-23216	159	3	)	)	PUNCT
brj-23216	159	4	.	.	PUNCT
brj-23216	160	1	“	"	PUNCT
brj-23216	160	2	methane	methane	NOUN
brj-23216	160	3	from	from	ADP
brj-23216	160	4	straw	straw	NOUN
brj-23216	160	5	&	&	CCONJ
brj-23216	160	6	sludge	sludge	PROPN
brj-23216	160	7	,	,	PUNCT
brj-23216	160	8	”	"	PUNCT
brj-23216	160	9	bioresources	bioresource	NOUN
brj-23216	160	10	19(2	19(2	NUM
brj-23216	160	11	)	)	PUNCT
brj-23216	160	12	,	,	PUNCT
brj-23216	160	13	2179	2179	NUM
brj-23216	160	14	-	-	SYM
brj-23216	160	15	2200	2200	NUM
brj-23216	160	16	.	.	PUNCT
brj-23216	161	1	2186	2186	NUM
brj-23216	161	2	flames	flame	NOUN
brj-23216	161	3	,	,	PUNCT
brj-23216	161	4	as	as	SCONJ
brj-23216	161	5	shown	show	VERB
brj-23216	161	6	in	in	ADP
brj-23216	161	7	eq	eq	ADP
brj-23216	161	8	.	.	PROPN
brj-23216	161	9	9	9	NUM
brj-23216	161	10	and	and	CCONJ
brj-23216	161	11	eq	eq	NOUN
brj-23216	161	12	.	.	PROPN
brj-23216	161	13	10	10	NUM
brj-23216	161	14	.	.	X
brj-23216	162	1	7	7	X
brj-23216	162	2	.	.	X
brj-23216	163	1	if	if	SCONJ
brj-23216	163	2	the	the	DET
brj-23216	163	3	problem	problem	NOUN
brj-23216	163	4	constraint	constraint	NOUN
brj-23216	163	5	conditions	condition	NOUN
brj-23216	163	6	were	be	AUX
brj-23216	163	7	satisfied	satisfied	ADJ
brj-23216	163	8	or	or	CCONJ
brj-23216	163	9	the	the	DET
brj-23216	163	10	maximum	maximum	ADJ
brj-23216	163	11	number	number	NOUN
brj-23216	163	12	of	of	ADP
brj-23216	163	13	search	search	NOUN
brj-23216	163	14	iterations	iteration	NOUN
brj-23216	163	15	was	be	AUX
brj-23216	163	16	exhausted	exhaust	VERB
brj-23216	163	17	,	,	PUNCT
brj-23216	163	18	then	then	ADV
brj-23216	163	19	the	the	DET
brj-23216	163	20	optimal	optimal	ADJ
brj-23216	163	21	solution	solution	NOUN
brj-23216	163	22	corresponded	correspond	VERB
brj-23216	163	23	to	to	ADP
brj-23216	163	24	the	the	DET
brj-23216	163	25	first	first	ADJ
brj-23216	163	26	slime	slime	NOUN
brj-23216	163	27	mold	mold	NOUN
brj-23216	163	28	.	.	PUNCT
brj-23216	164	1	8	8	X
brj-23216	164	2	.	.	X
brj-23216	165	1	the	the	DET
brj-23216	165	2	best	good	ADJ
brj-23216	165	3	slime	slime	NOUN
brj-23216	165	4	mold	mold	NOUN
brj-23216	165	5	position	position	NOUN
brj-23216	165	6	that	that	PRON
brj-23216	165	7	represented	represent	VERB
brj-23216	165	8	the	the	DET
brj-23216	165	9	optimal	optimal	ADJ
brj-23216	165	10	attained	attain	VERB
brj-23216	165	11	values	value	NOUN
brj-23216	165	12	of	of	ADP
brj-23216	165	13	the	the	DET
brj-23216	165	14	model	model	NOUN
brj-23216	165	15	weights	weight	NOUN
brj-23216	165	16	was	be	AUX
brj-23216	165	17	output	output	NOUN
brj-23216	165	18	.	.	PUNCT
brj-23216	166	1	figure	figure	NOUN
brj-23216	166	2	1	1	NUM
brj-23216	166	3	provides	provide	VERB
brj-23216	166	4	an	an	DET
brj-23216	166	5	illustrative	illustrative	ADJ
brj-23216	166	6	flowchart	flowchart	NOUN
brj-23216	166	7	showing	show	VERB
brj-23216	166	8	the	the	DET
brj-23216	166	9	process	process	NOUN
brj-23216	166	10	of	of	ADP
brj-23216	166	11	identifying	identify	VERB
brj-23216	166	12	weights	weight	NOUN
brj-23216	166	13	and	and	CCONJ
brj-23216	166	14	biases	bias	NOUN
brj-23216	166	15	while	while	SCONJ
brj-23216	166	16	utilizing	utilize	VERB
brj-23216	166	17	the	the	DET
brj-23216	166	18	suggested	suggest	VERB
brj-23216	166	19	smo	smo	PROPN
brj-23216	166	20	algorithm	algorithm	NOUN
brj-23216	166	21	to	to	PART
brj-23216	166	22	reduce	reduce	VERB
brj-23216	166	23	the	the	DET
brj-23216	166	24	mse	mse	PROPN
brj-23216	166	25	.	.	PUNCT
brj-23216	167	1	fig	fig	NOUN
brj-23216	167	2	.	.	PUNCT
brj-23216	168	1	1	1	X
brj-23216	168	2	.	.	X
brj-23216	168	3	diagram	diagram	NOUN
brj-23216	168	4	of	of	ADP
brj-23216	168	5	the	the	DET
brj-23216	168	6	ffnn	ffnn	NOUN
brj-23216	168	7	-	-	PUNCT
brj-23216	168	8	smo	smo	PROPN
brj-23216	168	9	algorithm	algorithm	NOUN
brj-23216	168	10	the	the	DET
brj-23216	168	11	suggested	suggest	VERB
brj-23216	168	12	ffnn	ffnn	NOUN
brj-23216	168	13	-	-	PUNCT
brj-23216	168	14	smo	smo	PROPN
brj-23216	168	15	model	model	NOUN
brj-23216	168	16	was	be	AUX
brj-23216	168	17	trained	train	VERB
brj-23216	168	18	and	and	CCONJ
brj-23216	168	19	tested	test	VERB
brj-23216	168	20	on	on	ADP
brj-23216	168	21	a	a	DET
brj-23216	168	22	set	set	NOUN
brj-23216	168	23	of	of	ADP
brj-23216	168	24	eighty	eighty	NUM
brj-23216	168	25	patterns	pattern	NOUN
brj-23216	168	26	.	.	PUNCT
brj-23216	169	1	to	to	PART
brj-23216	169	2	determine	determine	VERB
brj-23216	169	3	the	the	DET
brj-23216	169	4	ideal	ideal	ADJ
brj-23216	169	5	ffnn	ffnn	NOUN
brj-23216	169	6	structure	structure	NOUN
brj-23216	169	7	,	,	PUNCT
brj-23216	169	8	these	these	DET
brj-23216	169	9	gathered	gather	VERB
brj-23216	169	10	data	datum	NOUN
brj-23216	169	11	were	be	AUX
brj-23216	169	12	input	input	VERB
brj-23216	169	13	into	into	ADP
brj-23216	169	14	the	the	DET
brj-23216	169	15	suggested	suggest	VERB
brj-23216	169	16	ffnn	ffnn	NOUN
brj-23216	169	17	-	-	PUNCT
brj-23216	169	18	smo	smo	PROPN
brj-23216	169	19	model	model	NOUN
brj-23216	169	20	.	.	PUNCT
brj-23216	170	1	matlab	matlab	PROPN
brj-23216	170	2	(	(	PUNCT
brj-23216	170	3	2020a	2020a	NOUN
brj-23216	170	4	)	)	PUNCT
brj-23216	170	5	implemented	implement	VERB
brj-23216	170	6	the	the	DET
brj-23216	170	7	training	training	NOUN
brj-23216	170	8	technique	technique	NOUN
brj-23216	170	9	(	(	PUNCT
brj-23216	170	10	smo	smo	PROPN
brj-23216	170	11	)	)	PUNCT
brj-23216	170	12	.	.	PUNCT
brj-23216	171	1	the	the	DET
brj-23216	171	2	suggested	suggest	VERB
brj-23216	171	3	ffnn	ffnn	NOUN
brj-23216	171	4	was	be	AUX
brj-23216	171	5	created	create	VERB
brj-23216	171	6	and	and	CCONJ
brj-23216	171	7	trained	train	VERB
brj-23216	171	8	with	with	ADP
brj-23216	171	9	the	the	DET
brj-23216	171	10	m.file	m.file	ADJ
brj-23216	171	11	program	program	NOUN
brj-23216	171	12	,	,	PUNCT
brj-23216	171	13	and	and	CCONJ
brj-23216	171	14	it	it	PRON
brj-23216	171	15	was	be	AUX
brj-23216	171	16	simulated	simulate	VERB
brj-23216	171	17	peer	peer	NOUN
brj-23216	171	18	-	-	PUNCT
brj-23216	171	19	reviewed	review	VERB
brj-23216	171	20	article	article	NOUN
brj-23216	171	21	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	171	22	alrowais	alrowais	PROPN
brj-23216	171	23	et	et	PROPN
brj-23216	171	24	al	al	PROPN
brj-23216	171	25	.	.	PROPN
brj-23216	172	1	(	(	PUNCT
brj-23216	172	2	2024	2024	NUM
brj-23216	172	3	)	)	PUNCT
brj-23216	172	4	.	.	PUNCT
brj-23216	173	1	“	"	PUNCT
brj-23216	173	2	methane	methane	NOUN
brj-23216	173	3	from	from	ADP
brj-23216	173	4	straw	straw	NOUN
brj-23216	173	5	&	&	CCONJ
brj-23216	173	6	sludge	sludge	PROPN
brj-23216	173	7	,	,	PUNCT
brj-23216	173	8	”	"	PUNCT
brj-23216	173	9	bioresources	bioresource	NOUN
brj-23216	173	10	19(2	19(2	NUM
brj-23216	173	11	)	)	PUNCT
brj-23216	173	12	,	,	PUNCT
brj-23216	173	13	2179	2179	NUM
brj-23216	173	14	-	-	SYM
brj-23216	173	15	2200	2200	NUM
brj-23216	173	16	.	.	PUNCT
brj-23216	173	17	2187	2187	NUM
brj-23216	173	18	with	with	ADP
brj-23216	173	19	the	the	DET
brj-23216	173	20	ann	ann	PROPN
brj-23216	173	21	toolbox	toolbox	NOUN
brj-23216	173	22	.	.	PUNCT
brj-23216	174	1	as	as	SCONJ
brj-23216	174	2	previously	previously	ADV
brj-23216	174	3	mentioned	mention	VERB
brj-23216	174	4	in	in	ADP
brj-23216	174	5	describing	describe	VERB
brj-23216	174	6	the	the	DET
brj-23216	174	7	algorithm	algorithm	NOUN
brj-23216	174	8	and	and	CCONJ
brj-23216	174	9	as	as	SCONJ
brj-23216	174	10	shown	show	VERB
brj-23216	174	11	in	in	ADP
brj-23216	174	12	the	the	DET
brj-23216	174	13	flowchart	flowchart	NOUN
brj-23216	174	14	in	in	ADP
brj-23216	174	15	fig	fig	NOUN
brj-23216	174	16	.	.	PUNCT
brj-23216	175	1	1	1	NUM
brj-23216	175	2	,	,	PUNCT
brj-23216	175	3	the	the	DET
brj-23216	175	4	smo	smo	PROPN
brj-23216	175	5	approach	approach	NOUN
brj-23216	175	6	was	be	AUX
brj-23216	175	7	used	use	VERB
brj-23216	175	8	to	to	PART
brj-23216	175	9	identify	identify	VERB
brj-23216	175	10	the	the	DET
brj-23216	175	11	appropriate	appropriate	ADJ
brj-23216	175	12	weight	weight	NOUN
brj-23216	175	13	/	/	SYM
brj-23216	175	14	bias	bias	NOUN
brj-23216	175	15	factors	factor	NOUN
brj-23216	175	16	.	.	PUNCT
brj-23216	176	1	the	the	DET
brj-23216	176	2	quantity	quantity	NOUN
brj-23216	176	3	of	of	ADP
brj-23216	176	4	neurons	neuron	NOUN
brj-23216	176	5	in	in	ADP
brj-23216	176	6	the	the	DET
brj-23216	176	7	hidden	hidden	ADJ
brj-23216	176	8	layers	layer	NOUN
brj-23216	176	9	affected	affect	VERB
brj-23216	176	10	the	the	DET
brj-23216	176	11	ann	ann	PROPN
brj-23216	176	12	performance	performance	NOUN
brj-23216	176	13	.	.	PUNCT
brj-23216	177	1	a	a	DET
brj-23216	177	2	relatively	relatively	ADV
brj-23216	177	3	small	small	ADJ
brj-23216	177	4	number	number	NOUN
brj-23216	177	5	of	of	ADP
brj-23216	177	6	neurons	neuron	NOUN
brj-23216	177	7	may	may	AUX
brj-23216	177	8	restrict	restrict	VERB
brj-23216	177	9	the	the	DET
brj-23216	177	10	ability	ability	NOUN
brj-23216	177	11	of	of	ADP
brj-23216	177	12	anns	anns	NOUN
brj-23216	177	13	to	to	PART
brj-23216	177	14	learn	learn	VERB
brj-23216	177	15	the	the	DET
brj-23216	177	16	relationships	relationship	NOUN
brj-23216	177	17	between	between	ADP
brj-23216	177	18	the	the	DET
brj-23216	177	19	inputs	input	NOUN
brj-23216	177	20	and	and	CCONJ
brj-23216	177	21	outputs	output	NOUN
brj-23216	177	22	of	of	ADP
brj-23216	177	23	the	the	DET
brj-23216	177	24	model	model	NOUN
brj-23216	177	25	.	.	PUNCT
brj-23216	178	1	in	in	ADP
brj-23216	178	2	contrast	contrast	NOUN
brj-23216	178	3	,	,	PUNCT
brj-23216	178	4	employing	employ	VERB
brj-23216	178	5	numerous	numerous	ADJ
brj-23216	178	6	neurons	neuron	NOUN
brj-23216	178	7	in	in	ADP
brj-23216	178	8	the	the	DET
brj-23216	178	9	hidden	hide	VERB
brj-23216	178	10	layer(s	layer(s	NOUN
brj-23216	178	11	)	)	PUNCT
brj-23216	178	12	might	might	AUX
brj-23216	178	13	lead	lead	VERB
brj-23216	178	14	to	to	ADP
brj-23216	178	15	overfitting	overfitte	VERB
brj-23216	178	16	.	.	PUNCT
brj-23216	179	1	the	the	DET
brj-23216	179	2	ideal	ideal	ADJ
brj-23216	179	3	structure	structure	NOUN
brj-23216	179	4	of	of	ADP
brj-23216	179	5	the	the	DET
brj-23216	179	6	suggested	suggest	VERB
brj-23216	179	7	ffnn	ffnn	NOUN
brj-23216	179	8	-	-	PUNCT
brj-23216	179	9	smo	smo	PROPN
brj-23216	179	10	comprised	comprise	VERB
brj-23216	179	11	a	a	DET
brj-23216	179	12	hidden	hidden	ADJ
brj-23216	179	13	layer	layer	NOUN
brj-23216	179	14	with	with	ADP
brj-23216	179	15	13	13	NUM
brj-23216	179	16	neurons	neuron	NOUN
brj-23216	179	17	.	.	PUNCT
brj-23216	180	1	this	this	PRON
brj-23216	180	2	led	lead	VERB
brj-23216	180	3	to	to	ADP
brj-23216	180	4	the	the	DET
brj-23216	180	5	best	good	ADJ
brj-23216	180	6	performance	performance	NOUN
brj-23216	180	7	of	of	ADP
brj-23216	180	8	the	the	DET
brj-23216	180	9	ffnn	ffnn	NOUN
brj-23216	180	10	-	-	PUNCT
brj-23216	180	11	smo	smo	PROPN
brj-23216	180	12	model	model	NOUN
brj-23216	180	13	in	in	ADP
brj-23216	180	14	simulating	simulate	VERB
brj-23216	180	15	the	the	DET
brj-23216	180	16	methane	methane	NOUN
brj-23216	180	17	generation	generation	NOUN
brj-23216	180	18	process	process	NOUN
brj-23216	180	19	,	,	PUNCT
brj-23216	180	20	which	which	PRON
brj-23216	180	21	had	have	VERB
brj-23216	180	22	the	the	DET
brj-23216	180	23	fewest	few	ADJ
brj-23216	180	24	errors	error	NOUN
brj-23216	180	25	.	.	PUNCT
brj-23216	181	1	with	with	ADP
brj-23216	181	2	a	a	DET
brj-23216	181	3	sufficient	sufficient	ADJ
brj-23216	181	4	level	level	NOUN
brj-23216	181	5	of	of	ADP
brj-23216	181	6	accuracy	accuracy	NOUN
brj-23216	181	7	,	,	PUNCT
brj-23216	181	8	the	the	DET
brj-23216	181	9	ffnn	ffnn	NOUN
brj-23216	181	10	-	-	PUNCT
brj-23216	181	11	smo	smo	PROPN
brj-23216	181	12	modeled	model	VERB
brj-23216	181	13	the	the	DET
brj-23216	181	14	biomethane	biomethane	NOUN
brj-23216	181	15	synthetic	synthetic	ADJ
brj-23216	181	16	process	process	NOUN
brj-23216	181	17	.	.	PUNCT
brj-23216	182	1	the	the	DET
brj-23216	182	2	first	first	ADJ
brj-23216	182	3	hidden	hide	VERB
brj-23216	182	4	layers	layer	NOUN
brj-23216	182	5	employed	employ	VERB
brj-23216	182	6	the	the	DET
brj-23216	182	7	sigmoid	sigmoid	NOUN
brj-23216	182	8	function	function	NOUN
brj-23216	182	9	,	,	PUNCT
brj-23216	182	10	whereas	whereas	SCONJ
brj-23216	182	11	the	the	DET
brj-23216	182	12	output	output	NOUN
brj-23216	182	13	layer	layer	NOUN
brj-23216	182	14	used	use	VERB
brj-23216	182	15	the	the	DET
brj-23216	182	16	linear	linear	ADJ
brj-23216	182	17	activation	activation	NOUN
brj-23216	182	18	function	function	NOUN
brj-23216	182	19	.	.	PUNCT
brj-23216	183	1	the	the	DET
brj-23216	183	2	type	type	NOUN
brj-23216	183	3	of	of	ADP
brj-23216	183	4	reactor	reactor	NOUN
brj-23216	183	5	,	,	PUNCT
brj-23216	183	6	day	day	NOUN
brj-23216	183	7	number	number	NOUN
brj-23216	183	8	,	,	PUNCT
brj-23216	183	9	and	and	CCONJ
brj-23216	183	10	chemical	chemical	ADJ
brj-23216	183	11	agent	agent	NOUN
brj-23216	183	12	mixture	mixture	NOUN
brj-23216	183	13	were	be	AUX
brj-23216	183	14	the	the	DET
brj-23216	183	15	input	input	NOUN
brj-23216	183	16	data	datum	NOUN
brj-23216	183	17	,	,	PUNCT
brj-23216	183	18	and	and	CCONJ
brj-23216	183	19	the	the	DET
brj-23216	183	20	total	total	ADJ
brj-23216	183	21	amount	amount	NOUN
brj-23216	183	22	of	of	ADP
brj-23216	183	23	methane	methane	NOUN
brj-23216	183	24	produced	produce	VERB
brj-23216	183	25	(	(	PUNCT
brj-23216	183	26	cumulative	cumulative	ADJ
brj-23216	183	27	methane	methane	NOUN
brj-23216	183	28	)	)	PUNCT
brj-23216	183	29	over	over	ADP
brj-23216	183	30	time	time	NOUN
brj-23216	183	31	was	be	AUX
brj-23216	183	32	the	the	DET
brj-23216	183	33	output	output	NOUN
brj-23216	183	34	data	datum	NOUN
brj-23216	183	35	.	.	PUNCT
brj-23216	184	1	results	result	NOUN
brj-23216	184	2	and	and	CCONJ
brj-23216	184	3	discussion	discussion	NOUN
brj-23216	184	4	physicochemical	physicochemical	ADJ
brj-23216	184	5	characteristics	characteristic	NOUN
brj-23216	184	6	table	table	NOUN
brj-23216	184	7	2	2	NUM
brj-23216	184	8	shows	show	VERB
brj-23216	184	9	the	the	DET
brj-23216	184	10	characteristics	characteristic	NOUN
brj-23216	184	11	of	of	ADP
brj-23216	184	12	the	the	DET
brj-23216	184	13	untreated	untreated	ADJ
brj-23216	184	14	and	and	CCONJ
brj-23216	184	15	treated	treat	VERB
brj-23216	184	16	straw	straw	NOUN
brj-23216	184	17	samples	sample	NOUN
brj-23216	184	18	(	(	PUNCT
brj-23216	184	19	based	base	VERB
brj-23216	184	20	on	on	ADP
brj-23216	184	21	the	the	DET
brj-23216	184	22	dry	dry	ADJ
brj-23216	184	23	weight	weight	NOUN
brj-23216	184	24	,	,	PUNCT
brj-23216	184	25	%	%	INTJ
brj-23216	184	26	dw	dw	NOUN
brj-23216	184	27	)	)	PUNCT
brj-23216	184	28	.	.	PUNCT
brj-23216	185	1	the	the	DET
brj-23216	185	2	results	result	NOUN
brj-23216	185	3	indicated	indicate	VERB
brj-23216	185	4	that	that	SCONJ
brj-23216	185	5	the	the	DET
brj-23216	185	6	major	major	ADJ
brj-23216	185	7	constituents	constituent	NOUN
brj-23216	185	8	of	of	ADP
brj-23216	185	9	barley	barley	NOUN
brj-23216	185	10	straw	straw	NOUN
brj-23216	185	11	were	be	AUX
brj-23216	185	12	cellulose	cellulose	NOUN
brj-23216	185	13	(	(	PUNCT
brj-23216	185	14	37.54±0.25	37.54±0.25	NUM
brj-23216	185	15	%	%	NOUN
brj-23216	185	16	)	)	PUNCT
brj-23216	185	17	and	and	CCONJ
brj-23216	185	18	hemicellulose	hemicellulose	NOUN
brj-23216	185	19	(	(	PUNCT
brj-23216	185	20	27.36±0.37	27.36±0.37	NUM
brj-23216	185	21	%	%	NOUN
brj-23216	185	22	)	)	PUNCT
brj-23216	185	23	.	.	PUNCT
brj-23216	186	1	alkali	alkali	ADJ
brj-23216	186	2	pretreatment	pretreatment	NOUN
brj-23216	186	3	enhanced	enhance	VERB
brj-23216	186	4	the	the	DET
brj-23216	186	5	destruction	destruction	NOUN
brj-23216	186	6	of	of	ADP
brj-23216	186	7	the	the	DET
brj-23216	186	8	hemilignin	hemilignin	PROPN
brj-23216	186	9	structure	structure	NOUN
brj-23216	186	10	,	,	PUNCT
brj-23216	186	11	resulting	result	VERB
brj-23216	186	12	in	in	ADP
brj-23216	186	13	lignin	lignin	NOUN
brj-23216	186	14	removal	removal	NOUN
brj-23216	186	15	and	and	CCONJ
brj-23216	186	16	hemicellulose	hemicellulose	NOUN
brj-23216	186	17	solubilization	solubilization	NOUN
brj-23216	186	18	,	,	PUNCT
brj-23216	186	19	as	as	ADV
brj-23216	186	20	well	well	ADV
brj-23216	186	21	as	as	ADP
brj-23216	186	22	increased	increase	VERB
brj-23216	186	23	susceptibility	susceptibility	NOUN
brj-23216	186	24	of	of	ADP
brj-23216	186	25	the	the	DET
brj-23216	186	26	microbes	microbe	NOUN
brj-23216	186	27	to	to	PART
brj-23216	186	28	anaerobic	anaerobic	VERB
brj-23216	186	29	digestion	digestion	NOUN
brj-23216	186	30	(	(	PUNCT
brj-23216	186	31	hassan	hassan	PROPN
brj-23216	186	32	et	et	PROPN
brj-23216	186	33	al	al	PROPN
brj-23216	186	34	.	.	PROPN
brj-23216	186	35	2017	2017	NUM
brj-23216	186	36	;	;	PUNCT
brj-23216	186	37	tan	tan	PROPN
brj-23216	186	38	et	et	PROPN
brj-23216	186	39	al	al	PROPN
brj-23216	186	40	.	.	PROPN
brj-23216	186	41	2021	2021	NUM
brj-23216	186	42	)	)	PUNCT
brj-23216	186	43	.	.	PUNCT
brj-23216	187	1	as	as	SCONJ
brj-23216	187	2	shown	show	VERB
brj-23216	187	3	in	in	ADP
brj-23216	187	4	table	table	NOUN
brj-23216	187	5	2	2	NUM
brj-23216	187	6	,	,	PUNCT
brj-23216	187	7	compared	compare	VERB
brj-23216	187	8	with	with	ADP
brj-23216	187	9	no	no	DET
brj-23216	187	10	pretreatment	pretreatment	NOUN
brj-23216	187	11	,	,	PUNCT
brj-23216	187	12	the	the	DET
brj-23216	187	13	alkali	alkali	ADJ
brj-23216	187	14	pretreatment	pretreatment	NOUN
brj-23216	187	15	decreased	decrease	VERB
brj-23216	187	16	the	the	DET
brj-23216	187	17	hemicellulose	hemicellulose	NOUN
brj-23216	187	18	and	and	CCONJ
brj-23216	187	19	lignin	lignin	NOUN
brj-23216	187	20	contents	content	NOUN
brj-23216	187	21	in	in	ADP
brj-23216	187	22	the	the	DET
brj-23216	187	23	straw	straw	NOUN
brj-23216	187	24	(	(	PUNCT
brj-23216	187	25	hassan	hassan	PROPN
brj-23216	187	26	et	et	PROPN
brj-23216	187	27	al	al	PROPN
brj-23216	187	28	.	.	PROPN
brj-23216	187	29	2017	2017	NUM
brj-23216	187	30	;	;	PUNCT
brj-23216	187	31	jaffar	jaffar	PROPN
brj-23216	187	32	et	et	PROPN
brj-23216	187	33	al	al	PROPN
brj-23216	187	34	.	.	PROPN
brj-23216	187	35	2016	2016	NUM
brj-23216	187	36	;	;	PUNCT
brj-23216	187	37	liu	liu	PROPN
brj-23216	187	38	et	et	PROPN
brj-23216	187	39	al	al	PROPN
brj-23216	187	40	.	.	PROPN
brj-23216	187	41	2015	2015	NUM
brj-23216	187	42	;	;	PUNCT
brj-23216	187	43	memon	memon	PROPN
brj-23216	187	44	and	and	CCONJ
brj-23216	187	45	memon	memon	PROPN
brj-23216	187	46	2020	2020	NUM
brj-23216	187	47	;	;	PUNCT
brj-23216	187	48	ouahabi	ouahabi	NOUN
brj-23216	187	49	et	et	PROPN
brj-23216	187	50	al	al	PROPN
brj-23216	187	51	.	.	PROPN
brj-23216	187	52	2021	2021	NUM
brj-23216	187	53	)	)	PUNCT
brj-23216	187	54	.	.	PUNCT
brj-23216	188	1	moreover	moreover	ADV
brj-23216	188	2	,	,	PUNCT
brj-23216	188	3	increased	increased	ADJ
brj-23216	188	4	cellulose	cellulose	NOUN
brj-23216	188	5	content	content	NOUN
brj-23216	188	6	was	be	AUX
brj-23216	188	7	detected	detect	VERB
brj-23216	188	8	because	because	SCONJ
brj-23216	188	9	of	of	ADP
brj-23216	188	10	degradation	degradation	NOUN
brj-23216	188	11	and	and	CCONJ
brj-23216	188	12	decreased	decrease	VERB
brj-23216	188	13	lignin	lignin	NOUN
brj-23216	188	14	and	and	CCONJ
brj-23216	188	15	hemicellulose	hemicellulose	NOUN
brj-23216	188	16	contents	content	NOUN
brj-23216	188	17	(	(	PUNCT
brj-23216	188	18	liu	liu	PROPN
brj-23216	188	19	et	et	PROPN
brj-23216	188	20	al	al	PROPN
brj-23216	188	21	.	.	PROPN
brj-23216	188	22	2015	2015	NUM
brj-23216	188	23	;	;	PUNCT
brj-23216	188	24	hassan	hassan	PROPN
brj-23216	188	25	et	et	PROPN
brj-23216	188	26	al	al	PROPN
brj-23216	188	27	.	.	PROPN
brj-23216	188	28	2017	2017	NUM
brj-23216	188	29	;	;	PUNCT
brj-23216	188	30	tan	tan	PROPN
brj-23216	188	31	et	et	PROPN
brj-23216	188	32	al	al	PROPN
brj-23216	188	33	.	.	PROPN
brj-23216	188	34	2020	2020	NUM
brj-23216	188	35	;	;	PUNCT
brj-23216	188	36	sabeeh	sabeeh	NOUN
brj-23216	188	37	et	et	PROPN
brj-23216	188	38	al	al	PROPN
brj-23216	188	39	.	.	PROPN
brj-23216	188	40	2020	2020	NUM
brj-23216	188	41	;	;	PUNCT
brj-23216	188	42	samar	samar	PROPN
brj-23216	188	43	et	et	PROPN
brj-23216	188	44	al	al	PROPN
brj-23216	188	45	.	.	PROPN
brj-23216	188	46	2021	2021	NUM
brj-23216	188	47	)	)	PUNCT
brj-23216	188	48	.	.	PUNCT
brj-23216	189	1	a	a	DET
brj-23216	189	2	previous	previous	ADJ
brj-23216	189	3	study	study	NOUN
brj-23216	189	4	also	also	ADV
brj-23216	189	5	showed	show	VERB
brj-23216	189	6	a	a	DET
brj-23216	189	7	reduction	reduction	NOUN
brj-23216	189	8	in	in	ADP
brj-23216	189	9	the	the	DET
brj-23216	189	10	hemicellulose	hemicellulose	NOUN
brj-23216	189	11	and	and	CCONJ
brj-23216	189	12	lignin	lignin	NOUN
brj-23216	189	13	contents	content	NOUN
brj-23216	189	14	and	and	CCONJ
brj-23216	189	15	an	an	DET
brj-23216	189	16	increase	increase	NOUN
brj-23216	189	17	in	in	ADP
brj-23216	189	18	the	the	DET
brj-23216	189	19	cellulose	cellulose	NOUN
brj-23216	189	20	content	content	NOUN
brj-23216	189	21	after	after	ADP
brj-23216	189	22	naoh	naoh	NOUN
brj-23216	189	23	pretreatment	pretreatment	NOUN
brj-23216	189	24	of	of	ADP
brj-23216	189	25	the	the	DET
brj-23216	189	26	barley	barley	NOUN
brj-23216	189	27	straw	straw	NOUN
brj-23216	189	28	,	,	PUNCT
brj-23216	189	29	which	which	PRON
brj-23216	189	30	indicated	indicate	VERB
brj-23216	189	31	improved	improved	ADJ
brj-23216	189	32	biogas	biogas	NOUN
brj-23216	189	33	potential	potential	NOUN
brj-23216	189	34	(	(	PUNCT
brj-23216	189	35	fjørtoft	fjørtoft	ADV
brj-23216	189	36	et	et	PROPN
brj-23216	189	37	al	al	PROPN
brj-23216	189	38	.	.	PROPN
brj-23216	189	39	2019	2019	NUM
brj-23216	189	40	)	)	PUNCT
brj-23216	189	41	.	.	PUNCT
brj-23216	190	1	on	on	ADP
brj-23216	190	2	the	the	DET
brj-23216	190	3	other	other	ADJ
brj-23216	190	4	hand	hand	NOUN
brj-23216	190	5	,	,	PUNCT
brj-23216	190	6	the	the	DET
brj-23216	190	7	degradation	degradation	NOUN
brj-23216	190	8	of	of	ADP
brj-23216	190	9	vs	vs	ADP
brj-23216	190	10	indicated	indicate	VERB
brj-23216	190	11	dissolution	dissolution	NOUN
brj-23216	190	12	of	of	ADP
brj-23216	190	13	the	the	DET
brj-23216	190	14	organic	organic	ADJ
brj-23216	190	15	matter	matter	NOUN
brj-23216	190	16	due	due	ADP
brj-23216	190	17	to	to	ADP
brj-23216	190	18	substrate	substrate	NOUN
brj-23216	190	19	pretreatment	pretreatment	NOUN
brj-23216	190	20	(	(	PUNCT
brj-23216	190	21	du	du	PROPN
brj-23216	190	22	et	et	PROPN
brj-23216	190	23	al	al	PROPN
brj-23216	190	24	.	.	PROPN
brj-23216	190	25	2019	2019	NUM
brj-23216	190	26	)	)	PUNCT
brj-23216	190	27	.	.	PUNCT
brj-23216	191	1	in	in	ADP
brj-23216	191	2	the	the	DET
brj-23216	191	3	present	present	ADJ
brj-23216	191	4	study	study	NOUN
brj-23216	191	5	,	,	PUNCT
brj-23216	191	6	alkali	alkali	ADJ
brj-23216	191	7	pretreatment	pretreatment	NOUN
brj-23216	191	8	resulted	result	VERB
brj-23216	191	9	in	in	ADP
brj-23216	191	10	a	a	DET
brj-23216	191	11	decrease	decrease	NOUN
brj-23216	191	12	in	in	ADP
brj-23216	191	13	the	the	DET
brj-23216	191	14	vs	vs	ADJ
brj-23216	191	15	content	content	NOUN
brj-23216	191	16	,	,	PUNCT
brj-23216	191	17	as	as	SCONJ
brj-23216	191	18	seen	see	VERB
brj-23216	191	19	previously	previously	ADV
brj-23216	191	20	(	(	PUNCT
brj-23216	191	21	liu	liu	PROPN
brj-23216	191	22	et	et	PROPN
brj-23216	191	23	al	al	PROPN
brj-23216	191	24	.	.	PROPN
brj-23216	191	25	2015	2015	NUM
brj-23216	191	26	;	;	PUNCT
brj-23216	191	27	jaffar	jaffar	PROPN
brj-23216	191	28	et	et	PROPN
brj-23216	191	29	al	al	PROPN
brj-23216	191	30	.	.	PROPN
brj-23216	191	31	2016	2016	NUM
brj-23216	191	32	;	;	PUNCT
brj-23216	191	33	rani	rani	PROPN
brj-23216	191	34	et	et	PROPN
brj-23216	191	35	al	al	PROPN
brj-23216	191	36	.	.	PROPN
brj-23216	191	37	2022	2022	NUM
brj-23216	191	38	)	)	PUNCT
brj-23216	191	39	.	.	PUNCT
brj-23216	192	1	this	this	PRON
brj-23216	192	2	was	be	AUX
brj-23216	192	3	attributed	attribute	VERB
brj-23216	192	4	to	to	ADP
brj-23216	192	5	the	the	DET
brj-23216	192	6	effect	effect	NOUN
brj-23216	192	7	of	of	ADP
brj-23216	192	8	the	the	DET
brj-23216	192	9	alkali	alkali	ADJ
brj-23216	192	10	treatment	treatment	NOUN
brj-23216	192	11	in	in	ADP
brj-23216	192	12	degrading	degrade	VERB
brj-23216	192	13	some	some	PRON
brj-23216	192	14	of	of	ADP
brj-23216	192	15	the	the	DET
brj-23216	192	16	lignin	lignin	NOUN
brj-23216	192	17	and	and	CCONJ
brj-23216	192	18	hemicellulose	hemicellulose	NOUN
brj-23216	192	19	,	,	PUNCT
brj-23216	192	20	which	which	PRON
brj-23216	192	21	caused	cause	VERB
brj-23216	192	22	a	a	DET
brj-23216	192	23	decrease	decrease	NOUN
brj-23216	192	24	in	in	ADP
brj-23216	192	25	the	the	DET
brj-23216	192	26	vs	vs	ADJ
brj-23216	192	27	content	content	NOUN
brj-23216	192	28	of	of	ADP
brj-23216	192	29	the	the	DET
brj-23216	192	30	straw	straw	NOUN
brj-23216	192	31	(	(	PUNCT
brj-23216	192	32	fjørtoft	fjørtoft	ADV
brj-23216	192	33	et	et	PROPN
brj-23216	192	34	al	al	PROPN
brj-23216	192	35	.	.	PROPN
brj-23216	192	36	2019	2019	NUM
brj-23216	192	37	;	;	PUNCT
brj-23216	192	38	tan	tan	PROPN
brj-23216	192	39	et	et	PROPN
brj-23216	192	40	al	al	PROPN
brj-23216	192	41	.	.	PROPN
brj-23216	192	42	2021	2021	NUM
brj-23216	192	43	)	)	PUNCT
brj-23216	192	44	.	.	PUNCT
brj-23216	193	1	decreases	decrease	NOUN
brj-23216	193	2	in	in	ADP
brj-23216	193	3	some	some	DET
brj-23216	193	4	elements	element	NOUN
brj-23216	193	5	,	,	PUNCT
brj-23216	193	6	including	include	VERB
brj-23216	193	7	c	c	PROPN
brj-23216	193	8	,	,	PUNCT
brj-23216	193	9	si	si	X
brj-23216	193	10	,	,	PUNCT
brj-23216	193	11	n	n	CCONJ
brj-23216	193	12	,	,	PUNCT
brj-23216	193	13	p	p	X
brj-23216	193	14	,	,	PUNCT
brj-23216	193	15	k	k	NOUN
brj-23216	193	16	,	,	PUNCT
brj-23216	193	17	cl	cl	NOUN
brj-23216	193	18	,	,	PUNCT
brj-23216	193	19	and	and	CCONJ
brj-23216	193	20	h	h	NOUN
brj-23216	193	21	,	,	PUNCT
brj-23216	193	22	was	be	AUX
brj-23216	193	23	attributed	attribute	VERB
brj-23216	193	24	to	to	ADP
brj-23216	193	25	the	the	DET
brj-23216	193	26	alkali	alkali	ADJ
brj-23216	193	27	pretreatment	pretreatment	NOUN
brj-23216	193	28	and	and	CCONJ
brj-23216	193	29	washing	washing	NOUN
brj-23216	193	30	of	of	ADP
brj-23216	193	31	the	the	DET
brj-23216	193	32	pretreated	pretreate	VERB
brj-23216	193	33	straw	straw	NOUN
brj-23216	193	34	with	with	ADP
brj-23216	193	35	water	water	NOUN
brj-23216	193	36	;	;	PUNCT
brj-23216	193	37	this	this	PRON
brj-23216	193	38	decreased	decrease	VERB
brj-23216	193	39	the	the	DET
brj-23216	193	40	contents	content	NOUN
brj-23216	193	41	of	of	ADP
brj-23216	193	42	some	some	DET
brj-23216	193	43	elements	element	NOUN
brj-23216	193	44	,	,	PUNCT
brj-23216	193	45	such	such	ADJ
brj-23216	193	46	as	as	ADP
brj-23216	193	47	cl	cl	NOUN
brj-23216	193	48	and	and	CCONJ
brj-23216	193	49	the	the	DET
brj-23216	193	50	alkali	alkali	ADJ
brj-23216	193	51	metals	metal	NOUN
brj-23216	193	52	,	,	PUNCT
brj-23216	193	53	and	and	CCONJ
brj-23216	193	54	k	k	PROPN
brj-23216	193	55	also	also	ADV
brj-23216	193	56	dissolved	dissolve	VERB
brj-23216	193	57	well	well	ADV
brj-23216	193	58	in	in	ADP
brj-23216	193	59	water	water	NOUN
brj-23216	193	60	(	(	PUNCT
brj-23216	193	61	said	say	VERB
brj-23216	193	62	et	et	PROPN
brj-23216	193	63	al	al	PROPN
brj-23216	193	64	.	.	PROPN
brj-23216	193	65	2013	2013	NUM
brj-23216	193	66	;	;	PUNCT
brj-23216	193	67	rani	rani	PROPN
brj-23216	193	68	et	et	PROPN
brj-23216	193	69	al	al	PROPN
brj-23216	193	70	.	.	PROPN
brj-23216	193	71	2022	2022	NUM
brj-23216	193	72	)	)	PUNCT
brj-23216	193	73	.	.	PUNCT
brj-23216	194	1	siddiqi	siddiqi	NOUN
brj-23216	194	2	et	et	PROPN
brj-23216	194	3	al	al	PROPN
brj-23216	194	4	.	.	PROPN
brj-23216	195	1	(	(	PUNCT
brj-23216	195	2	2022	2022	NUM
brj-23216	195	3	)	)	PUNCT
brj-23216	195	4	also	also	ADV
brj-23216	195	5	detected	detect	VERB
brj-23216	195	6	a	a	DET
brj-23216	195	7	reduction	reduction	NOUN
brj-23216	195	8	in	in	ADP
brj-23216	195	9	c	c	PROPN
brj-23216	195	10	,	,	PUNCT
brj-23216	195	11	h	h	NOUN
brj-23216	195	12	,	,	PUNCT
brj-23216	195	13	and	and	CCONJ
brj-23216	195	14	n	n	PRON
brj-23216	195	15	contents	content	NOUN
brj-23216	195	16	,	,	PUNCT
brj-23216	195	17	as	as	ADV
brj-23216	195	18	well	well	ADV
brj-23216	195	19	as	as	ADP
brj-23216	195	20	extraction	extraction	NOUN
brj-23216	195	21	of	of	ADP
brj-23216	195	22	some	some	DET
brj-23216	195	23	minerals	mineral	NOUN
brj-23216	195	24	,	,	PUNCT
brj-23216	195	25	due	due	ADP
brj-23216	195	26	to	to	ADP
brj-23216	195	27	wheat	wheat	NOUN
brj-23216	195	28	straw	straw	NOUN
brj-23216	195	29	pretreatment	pretreatment	NOUN
brj-23216	195	30	with	with	ADP
brj-23216	195	31	naoh	naoh	NOUN
brj-23216	195	32	.	.	PUNCT
brj-23216	196	1	as	as	ADP
brj-23216	196	2	a	a	DET
brj-23216	196	3	result	result	NOUN
brj-23216	196	4	of	of	ADP
brj-23216	196	5	the	the	DET
brj-23216	196	6	loss	loss	NOUN
brj-23216	196	7	of	of	ADP
brj-23216	196	8	these	these	DET
brj-23216	196	9	elements	element	NOUN
brj-23216	196	10	,	,	PUNCT
brj-23216	196	11	the	the	DET
brj-23216	196	12	contents	content	NOUN
brj-23216	196	13	of	of	ADP
brj-23216	196	14	other	other	ADJ
brj-23216	196	15	elements	element	NOUN
brj-23216	196	16	,	,	PUNCT
brj-23216	196	17	such	such	ADJ
brj-23216	196	18	as	as	ADP
brj-23216	196	19	ca	ca	PROPN
brj-23216	196	20	,	,	PUNCT
brj-23216	196	21	cu	cu	PROPN
brj-23216	196	22	,	,	PUNCT
brj-23216	196	23	ni	ni	PROPN
brj-23216	196	24	,	,	PUNCT
brj-23216	196	25	fe	fe	X
brj-23216	196	26	,	,	PUNCT
brj-23216	196	27	zn	zn	PROPN
brj-23216	196	28	,	,	PUNCT
brj-23216	196	29	mn	mn	PROPN
brj-23216	196	30	,	,	PUNCT
brj-23216	196	31	co	co	PROPN
brj-23216	196	32	,	,	PUNCT
brj-23216	196	33	mo	mo	PROPN
brj-23216	196	34	,	,	PUNCT
brj-23216	196	35	and	and	CCONJ
brj-23216	196	36	s	s	PROPN
brj-23216	196	37	,	,	PUNCT
brj-23216	196	38	increased	increase	VERB
brj-23216	196	39	,	,	PUNCT
brj-23216	196	40	as	as	SCONJ
brj-23216	196	41	reported	report	VERB
brj-23216	196	42	previously	previously	ADV
brj-23216	196	43	(	(	PUNCT
brj-23216	196	44	jaffar	jaffar	X
brj-23216	196	45	et	et	PROPN
brj-23216	196	46	al	al	PROPN
brj-23216	196	47	.	.	PROPN
brj-23216	196	48	2016	2016	NUM
brj-23216	196	49	;	;	PUNCT
brj-23216	196	50	hassan	hassan	PROPN
brj-23216	196	51	et	et	PROPN
brj-23216	196	52	al	al	PROPN
brj-23216	196	53	.	.	PROPN
brj-23216	196	54	2017	2017	NUM
brj-23216	196	55	;	;	PUNCT
brj-23216	196	56	al	al	PROPN
brj-23216	196	57	-	-	PUNCT
brj-23216	196	58	da’asen	da’asen	PROPN
brj-23216	196	59	et	et	PROPN
brj-23216	196	60	al	al	PROPN
brj-23216	196	61	.	.	PROPN
brj-23216	196	62	2022	2022	NUM
brj-23216	196	63	;	;	PUNCT
brj-23216	196	64	rani	rani	PROPN
brj-23216	196	65	et	et	PROPN
brj-23216	196	66	al	al	PROPN
brj-23216	196	67	.	.	PROPN
brj-23216	196	68	2022	2022	NUM
brj-23216	196	69	)	)	PUNCT
brj-23216	196	70	.	.	PUNCT
brj-23216	197	1	moreover	moreover	ADV
brj-23216	197	2	,	,	PUNCT
brj-23216	197	3	a	a	DET
brj-23216	197	4	statistical	statistical	ADJ
brj-23216	197	5	analysis	analysis	NOUN
brj-23216	197	6	showed	show	VERB
brj-23216	197	7	a	a	DET
brj-23216	197	8	significant	significant	ADJ
brj-23216	197	9	difference	difference	NOUN
brj-23216	197	10	between	between	ADP
brj-23216	197	11	the	the	DET
brj-23216	197	12	t3	t3	PROPN
brj-23216	197	13	and	and	CCONJ
brj-23216	197	14	t0	t0	PROPN
brj-23216	197	15	values	value	NOUN
brj-23216	197	16	for	for	ADP
brj-23216	197	17	most	most	ADJ
brj-23216	197	18	parameters	parameter	NOUN
brj-23216	197	19	,	,	PUNCT
brj-23216	197	20	and	and	CCONJ
brj-23216	197	21	straw	straw	NOUN
brj-23216	197	22	pretreatment	pretreatment	NOUN
brj-23216	197	23	with	with	ADP
brj-23216	197	24	naoh	naoh	PROPN
brj-23216	197	25	(	(	PUNCT
brj-23216	197	26	t3	t3	PROPN
brj-23216	197	27	)	)	PUNCT
brj-23216	197	28	was	be	AUX
brj-23216	197	29	associated	associate	VERB
brj-23216	197	30	with	with	ADP
brj-23216	197	31	the	the	DET
brj-23216	197	32	greatest	great	ADJ
brj-23216	197	33	reductions	reduction	NOUN
brj-23216	197	34	in	in	ADP
brj-23216	197	35	the	the	DET
brj-23216	197	36	peer	peer	NOUN
brj-23216	197	37	-	-	PUNCT
brj-23216	197	38	reviewed	review	VERB
brj-23216	197	39	article	article	NOUN
brj-23216	197	40	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	197	41	alrowais	alrowais	PROPN
brj-23216	197	42	et	et	PROPN
brj-23216	197	43	al	al	PROPN
brj-23216	197	44	.	.	PROPN
brj-23216	198	1	(	(	PUNCT
brj-23216	198	2	2024	2024	NUM
brj-23216	198	3	)	)	PUNCT
brj-23216	198	4	.	.	PUNCT
brj-23216	199	1	“	"	PUNCT
brj-23216	199	2	methane	methane	NOUN
brj-23216	199	3	from	from	ADP
brj-23216	199	4	straw	straw	NOUN
brj-23216	199	5	&	&	CCONJ
brj-23216	199	6	sludge	sludge	PROPN
brj-23216	199	7	,	,	PUNCT
brj-23216	199	8	”	"	PUNCT
brj-23216	199	9	bioresources	bioresource	NOUN
brj-23216	199	10	19(2	19(2	NUM
brj-23216	199	11	)	)	PUNCT
brj-23216	199	12	,	,	PUNCT
brj-23216	199	13	2179	2179	NUM
brj-23216	199	14	-	-	SYM
brj-23216	199	15	2200	2200	NUM
brj-23216	199	16	.	.	PUNCT
brj-23216	199	17	2188	2188	NUM
brj-23216	199	18	reducing	reduce	VERB
brj-23216	199	19	elements	element	NOUN
brj-23216	199	20	,	,	PUNCT
brj-23216	199	21	followed	follow	VERB
brj-23216	199	22	by	by	ADP
brj-23216	199	23	those	those	PRON
brj-23216	199	24	of	of	ADP
brj-23216	199	25	koh	koh	PROPN
brj-23216	199	26	(	(	PUNCT
brj-23216	199	27	t2	t2	PROPN
brj-23216	199	28	)	)	PUNCT
brj-23216	199	29	and	and	CCONJ
brj-23216	199	30	na2co3	na2co3	PROPN
brj-23216	199	31	(	(	PUNCT
brj-23216	199	32	t1	t1	PROPN
brj-23216	199	33	)	)	PUNCT
brj-23216	199	34	.	.	PUNCT
brj-23216	200	1	this	this	PRON
brj-23216	200	2	indicated	indicate	VERB
brj-23216	200	3	that	that	SCONJ
brj-23216	200	4	naoh	naoh	NOUN
brj-23216	200	5	pretreatment	pretreatment	NOUN
brj-23216	200	6	had	have	VERB
brj-23216	200	7	the	the	DET
brj-23216	200	8	greatest	great	ADJ
brj-23216	200	9	effect	effect	NOUN
brj-23216	200	10	on	on	ADP
brj-23216	200	11	solid	solid	ADJ
brj-23216	200	12	degradation	degradation	NOUN
brj-23216	200	13	,	,	PUNCT
brj-23216	200	14	followed	follow	VERB
brj-23216	200	15	by	by	ADP
brj-23216	200	16	the	the	DET
brj-23216	200	17	koh	koh	PROPN
brj-23216	200	18	and	and	CCONJ
brj-23216	200	19	na2co3	na2co3	ADJ
brj-23216	200	20	pretreatments	pretreatment	NOUN
brj-23216	200	21	,	,	PUNCT
brj-23216	200	22	in	in	ADP
brj-23216	200	23	accordance	accordance	NOUN
brj-23216	200	24	with	with	ADP
brj-23216	200	25	the	the	DET
brj-23216	200	26	literature	literature	NOUN
brj-23216	200	27	(	(	PUNCT
brj-23216	200	28	rezania	rezania	NOUN
brj-23216	200	29	et	et	PROPN
brj-23216	200	30	al	al	PROPN
brj-23216	200	31	.	.	PROPN
brj-23216	200	32	2020	2020	NUM
brj-23216	200	33	;	;	PUNCT
brj-23216	200	34	mirmohamadsadeghi	mirmohamadsadeghi	PROPN
brj-23216	200	35	et	et	PROPN
brj-23216	200	36	al	al	PROPN
brj-23216	200	37	.	.	PROPN
brj-23216	200	38	2021	2021	NUM
brj-23216	200	39	;	;	PUNCT
brj-23216	200	40	ouahabi	ouahabi	NOUN
brj-23216	200	41	et	et	PROPN
brj-23216	200	42	al	al	PROPN
brj-23216	200	43	.	.	PROPN
brj-23216	200	44	2021	2021	NUM
brj-23216	200	45	)	)	PUNCT
brj-23216	200	46	.	.	PUNCT
brj-23216	201	1	sabeeh	sabeeh	PROPN
brj-23216	201	2	et	et	PROPN
brj-23216	201	3	al	al	PROPN
brj-23216	201	4	.	.	PROPN
brj-23216	201	5	(	(	PUNCT
brj-23216	201	6	2020	2020	NUM
brj-23216	201	7	)	)	PUNCT
brj-23216	201	8	studied	study	VERB
brj-23216	201	9	different	different	ADJ
brj-23216	201	10	alkaline	alkaline	NOUN
brj-23216	201	11	pretreatments	pretreatment	NOUN
brj-23216	201	12	of	of	ADP
brj-23216	201	13	rice	rice	NOUN
brj-23216	201	14	and	and	CCONJ
brj-23216	201	15	proved	prove	VERB
brj-23216	201	16	that	that	SCONJ
brj-23216	201	17	,	,	PUNCT
brj-23216	201	18	compared	compare	VERB
brj-23216	201	19	with	with	ADP
brj-23216	201	20	other	other	ADJ
brj-23216	201	21	chemical	chemical	ADJ
brj-23216	201	22	pretreatments	pretreatment	NOUN
brj-23216	201	23	,	,	PUNCT
brj-23216	201	24	the	the	DET
brj-23216	201	25	naoh	naoh	NOUN
brj-23216	201	26	pretreatment	pretreatment	NOUN
brj-23216	201	27	was	be	AUX
brj-23216	201	28	most	most	ADV
brj-23216	201	29	effective	effective	ADJ
brj-23216	201	30	in	in	ADP
brj-23216	201	31	solubilizing	solubilize	VERB
brj-23216	201	32	lignin	lignin	NOUN
brj-23216	201	33	and	and	CCONJ
brj-23216	201	34	increasing	increase	VERB
brj-23216	201	35	the	the	DET
brj-23216	201	36	surface	surface	NOUN
brj-23216	201	37	area	area	NOUN
brj-23216	201	38	available	available	ADJ
brj-23216	201	39	for	for	ADP
brj-23216	201	40	microbial	microbial	ADJ
brj-23216	201	41	attack	attack	NOUN
brj-23216	201	42	;	;	PUNCT
brj-23216	201	43	a	a	DET
brj-23216	201	44	small	small	ADJ
brj-23216	201	45	portion	portion	NOUN
brj-23216	201	46	of	of	ADP
brj-23216	201	47	the	the	DET
brj-23216	201	48	hemicellulose	hemicellulose	NOUN
brj-23216	201	49	removed	remove	VERB
brj-23216	201	50	and	and	CCONJ
brj-23216	201	51	swelling	swelling	NOUN
brj-23216	201	52	of	of	ADP
brj-23216	201	53	the	the	DET
brj-23216	201	54	crystalline	crystalline	ADJ
brj-23216	201	55	structure	structure	NOUN
brj-23216	201	56	of	of	ADP
brj-23216	201	57	cellulose	cellulose	NOUN
brj-23216	201	58	was	be	AUX
brj-23216	201	59	observed	observe	VERB
brj-23216	201	60	.	.	PUNCT
brj-23216	202	1	table	table	NOUN
brj-23216	202	2	2	2	NUM
brj-23216	202	3	.	.	PUNCT
brj-23216	202	4	characteristics	characteristic	NOUN
brj-23216	202	5	of	of	ADP
brj-23216	202	6	untreated	untreated	ADJ
brj-23216	202	7	and	and	CCONJ
brj-23216	202	8	pretreated	pretreate	VERB
brj-23216	202	9	straws	straw	NOUN
brj-23216	202	10	with	with	ADP
brj-23216	202	11	different	different	ADJ
brj-23216	202	12	treatments	treatment	NOUN
brj-23216	202	13	(	(	PUNCT
brj-23216	202	14	mean	mean	NOUN
brj-23216	202	15	value±sd	value±sd	NUM
brj-23216	202	16	)	)	PUNCT
brj-23216	202	17	parameters	parameter	NOUN
brj-23216	202	18	(	(	PUNCT
brj-23216	202	19	%	%	INTJ
brj-23216	202	20	dw	dw	NOUN
brj-23216	202	21	)	)	PUNCT
brj-23216	202	22	t0	t0	PROPN
brj-23216	202	23	t1	t1	PROPN
brj-23216	202	24	t2	t2	PROPN
brj-23216	202	25	t3	t3	PROPN
brj-23216	202	26	cellulose	cellulose	PROPN
brj-23216	202	27	37.54a	37.54a	PROPN
brj-23216	202	28	±0.25	±0.25	PROPN
brj-23216	203	1	37.95ab	37.95ab	NUM
brj-23216	203	2	±	±	NUM
brj-23216	203	3	0.18	0.18	NUM
brj-23216	203	4	38.17ab	38.17ab	NUM
brj-23216	203	5	±	±	NUM
brj-23216	203	6	0.32	0.32	NUM
brj-23216	203	7	38.43b	38.43b	NUM
brj-23216	203	8	±	±	NUM
brj-23216	203	9	0.27	0.27	NUM
brj-23216	203	10	hemicellulose	hemicellulose	NOUN
brj-23216	203	11	27.36a	27.36a	NUM
brj-23216	203	12	±	±	NUM
brj-23216	203	13	0.37	0.37	NUM
brj-23216	203	14	26.98ab	26.98ab	NUM
brj-23216	203	15	±	±	NUM
brj-23216	203	16	0.05	0.05	NUM
brj-23216	203	17	26.81ab	26.81ab	NUM
brj-23216	203	18	±	±	NOUN
brj-23216	203	19	0.08	0.08	NUM
brj-23216	203	20	26.52b	26.52b	NUM
brj-23216	203	21	±	±	NUM
brj-23216	203	22	0.28	0.28	NUM
brj-23216	203	23	lignin	lignin	NOUN
brj-23216	203	24	18.20a	18.20a	NUM
brj-23216	203	25	±	±	NOUN
brj-23216	203	26	0.38	0.38	NUM
brj-23216	203	27	17.93ab	17.93ab	NUM
brj-23216	203	28	±	±	NUM
brj-23216	203	29	0.06	0.06	NUM
brj-23216	203	30	17.79ab	17.79ab	NUM
brj-23216	203	31	±	±	NUM
brj-23216	203	32	0.32	0.32	NUM
brj-23216	203	33	17.21b	17.21b	NUM
brj-23216	203	34	±	±	NUM
brj-23216	203	35	0.09	0.09	NUM
brj-23216	203	36	vs	vs	ADP
brj-23216	203	37	86.20	86.20	NUM
brj-23216	203	38	±	±	NUM
brj-23216	203	39	0.37	0.37	NUM
brj-23216	203	40	84.76a	84.76a	NUM
brj-23216	203	41	±	±	NOUN
brj-23216	203	42	0.68	0.68	NUM
brj-23216	203	43	84.21a	84.21a	PROPN
brj-23216	203	44	±	±	NUM
brj-23216	203	45	0.16	0.16	NUM
brj-23216	203	46	82.35	82.35	NUM
brj-23216	203	47	±	±	NUM
brj-23216	203	48	0.08	0.08	NUM
brj-23216	203	49	c	c	NOUN
brj-23216	203	50	45.50a	45.50a	NUM
brj-23216	203	51	±	±	NOUN
brj-23216	203	52	0.91	0.91	NUM
brj-23216	203	53	44.20a	44.20a	NUM
brj-23216	203	54	±	±	NUM
brj-23216	203	55	0.45	0.45	NUM
brj-23216	203	56	43.05ab	43.05ab	NUM
brj-23216	203	57	±	±	NUM
brj-23216	203	58	0.12	0.12	NUM
brj-23216	203	59	41.40b	41.40b	NUM
brj-23216	203	60	±	±	NUM
brj-23216	203	61	1.03	1.03	NUM
brj-23216	203	62	si	si	NOUN
brj-23216	203	63	12.52	12.52	NUM
brj-23216	203	64	±	±	NUM
brj-23216	203	65	0.09	0.09	NUM
brj-23216	203	66	10.96	10.96	NUM
brj-23216	203	67	±	±	NUM
brj-23216	203	68	0.07	0.07	NUM
brj-23216	203	69	9.61	9.61	NUM
brj-23216	203	70	±	±	NUM
brj-23216	203	71	0.29	0.29	NUM
brj-23216	203	72	7.75	7.75	NUM
brj-23216	203	73	±	±	NUM
brj-23216	203	74	0.18	0.18	NUM
brj-23216	203	75	n	n	PROPN
brj-23216	203	76	0.60a	0.60a	NUM
brj-23216	203	77	±	±	NUM
brj-23216	203	78	0.05	0.05	NUM
brj-23216	203	79	0.57a	0.57a	NUM
brj-23216	203	80	±	±	NUM
brj-23216	203	81	0.03	0.03	NUM
brj-23216	203	82	0.51ab	0.51ab	NUM
brj-23216	203	83	±	±	NUM
brj-23216	203	84	0.02	0.02	NUM
brj-23216	203	85	0.45b	0.45b	NUM
brj-23216	203	86	±	±	NOUN
brj-23216	203	87	0.05	0.05	NUM
brj-23216	203	88	h	h	NOUN
brj-23216	203	89	7.40	7.40	NUM
brj-23216	203	90	±	±	NUM
brj-23216	203	91	0.07	0.07	NUM
brj-23216	203	92	7.05a	7.05a	NUM
brj-23216	203	93	±	±	NOUN
brj-23216	203	94	0.07	0.07	NUM
brj-23216	203	95	6.90a	6.90a	NUM
brj-23216	203	96	±	±	NUM
brj-23216	203	97	0.02	0.02	NUM
brj-23216	203	98	6.20	6.20	NUM
brj-23216	203	99	±	±	NUM
brj-23216	203	100	0.11	0.11	NUM
brj-23216	203	101	p	p	PROPN
brj-23216	203	102	1.90	1.90	NUM
brj-23216	203	103	±	±	NUM
brj-23216	203	104	0.08	0.08	NUM
brj-23216	203	105	1.20	1.20	NUM
brj-23216	203	106	±	±	NUM
brj-23216	203	107	0.04	0.04	NUM
brj-23216	203	108	0.98a	0.98a	ADV
brj-23216	203	109	±	±	NUM
brj-23216	203	110	0.09	0.09	NUM
brj-23216	203	111	0.80a	0.80a	NUM
brj-23216	203	112	±	±	NOUN
brj-23216	203	113	0.01	0.01	NUM
brj-23216	203	114	k	k	NOUN
brj-23216	203	115	1.25a	1.25a	NUM
brj-23216	203	116	±	±	NUM
brj-23216	203	117	0.07	0.07	NUM
brj-23216	203	118	0.98b	0.98b	NUM
brj-23216	203	119	±	±	NUM
brj-23216	203	120	0.05	0.05	NUM
brj-23216	203	121	1.21a	1.21a	NUM
brj-23216	203	122	±	±	NUM
brj-23216	203	123	0.05	0.05	NUM
brj-23216	203	124	0.95b	0.95b	NUM
brj-23216	203	125	±	±	NUM
brj-23216	203	126	0.04	0.04	NUM
brj-23216	203	127	ca	ca	NOUN
brj-23216	203	128	14.70a	14.70a	NUM
brj-23216	203	129	±	±	NUM
brj-23216	203	130	0.35	0.35	NUM
brj-23216	203	131	15.20a	15.20a	NUM
brj-23216	203	132	±	±	NUM
brj-23216	203	133	0.36	0.36	NUM
brj-23216	203	134	16.80	16.80	NUM
brj-23216	203	135	±	±	NUM
brj-23216	203	136	0.26	0.26	NUM
brj-23216	203	137	18.20	18.20	NUM
brj-23216	203	138	±	±	NUM
brj-23216	203	139	0.49	0.49	NUM
brj-23216	203	140	cl	cl	NOUN
brj-23216	203	141	2.3	2.3	NUM
brj-23216	203	142	±	±	NOUN
brj-23216	203	143	0.15	0.15	NUM
brj-23216	203	144	0.87a	0.87a	PROPN
brj-23216	203	145	±	±	NUM
brj-23216	203	146	0.02	0.02	NUM
brj-23216	203	147	0.92ab	0.92ab	NOUN
brj-23216	203	148	±	±	NUM
brj-23216	203	149	0.02	0.02	NUM
brj-23216	203	150	1.15b	1.15b	NUM
brj-23216	203	151	±	±	NUM
brj-23216	203	152	0.04	0.04	NUM
brj-23216	203	153	cu	cu	PROPN
brj-23216	203	154	0.00	0.00	NUM
brj-23216	203	155	±	±	NUM
brj-23216	203	156	0.00	0.00	NUM
brj-23216	203	157	0.12a	0.12a	NUM
brj-23216	203	158	±	±	NOUN
brj-23216	203	159	0.01	0.01	NUM
brj-23216	203	160	0.13a	0.13a	NUM
brj-23216	203	161	±	±	NUM
brj-23216	203	162	0.01	0.01	NUM
brj-23216	203	163	0.16a	0.16a	NUM
brj-23216	203	164	±	±	NUM
brj-23216	203	165	0.02	0.02	NUM
brj-23216	203	166	ni	ni	PROPN
brj-23216	203	167	0.02	0.02	NUM
brj-23216	203	168	±	±	NUM
brj-23216	203	169	0.01	0.01	NUM
brj-23216	203	170	0.16a	0.16a	NUM
brj-23216	203	171	±	±	NUM
brj-23216	203	172	0.02	0.02	NUM
brj-23216	203	173	0.17a	0.17a	NUM
brj-23216	203	174	±	±	NOUN
brj-23216	203	175	0.01	0.01	NUM
brj-23216	203	176	0.19a	0.19a	NUM
brj-23216	203	177	±	±	NUM
brj-23216	203	178	0.01	0.01	NUM
brj-23216	203	179	fe	fe	NOUN
brj-23216	203	180	0.95	0.95	NUM
brj-23216	203	181	±	±	NUM
brj-23216	203	182	0.02	0.02	NUM
brj-23216	203	183	1.59a	1.59a	NUM
brj-23216	203	184	±	±	NOUN
brj-23216	203	185	0.16	0.16	NUM
brj-23216	203	186	1.80a	1.80a	NUM
brj-23216	203	187	±	±	NUM
brj-23216	203	188	0.04	0.04	NUM
brj-23216	203	189	1.85a	1.85a	NUM
brj-23216	203	190	±	±	NUM
brj-23216	203	191	0.12	0.12	NUM
brj-23216	203	192	zn	zn	PROPN
brj-23216	203	193	2.80a	2.80a	NUM
brj-23216	203	194	±	±	NOUN
brj-23216	203	195	0.14	0.14	NUM
brj-23216	203	196	2.90ab	2.90ab	NUM
brj-23216	203	197	±	±	NUM
brj-23216	203	198	0.08	0.08	NUM
brj-23216	203	199	3.15abc	3.15abc	NUM
brj-23216	203	200	±	±	NUM
brj-23216	203	201	0.04	0.04	NUM
brj-23216	203	202	3.35c	3.35c	NUM
brj-23216	203	203	±	±	NOUN
brj-23216	203	204	0.20	0.20	NUM
brj-23216	203	205	mn	mn	PROPN
brj-23216	203	206	0.00	0.00	NUM
brj-23216	203	207	±	±	NUM
brj-23216	203	208	0.00	0.00	NUM
brj-23216	203	209	0.29a	0.29a	NUM
brj-23216	203	210	±	±	NUM
brj-23216	203	211	0.03	0.03	NUM
brj-23216	203	212	0.31a	0.31a	NOUN
brj-23216	203	213	±	±	NUM
brj-23216	203	214	0.02	0.02	NUM
brj-23216	203	215	0.35a	0.35a	NUM
brj-23216	203	216	±	±	NUM
brj-23216	203	217	0.04	0.04	NUM
brj-23216	203	218	co	co	NOUN
brj-23216	203	219	0.00	0.00	NUM
brj-23216	203	220	±	±	NUM
brj-23216	203	221	0.00	0.00	NUM
brj-23216	203	222	0.15a	0.15a	NUM
brj-23216	203	223	±	±	NUM
brj-23216	203	224	0.02	0.02	NUM
brj-23216	203	225	0.18ab	0.18ab	NUM
brj-23216	203	226	±	±	NUM
brj-23216	203	227	0.02	0.02	NUM
brj-23216	203	228	0.20b	0.20b	NUM
brj-23216	203	229	±	±	NUM
brj-23216	203	230	0.01	0.01	NUM
brj-23216	203	231	mo	mo	PROPN
brj-23216	203	232	0.94a	0.94a	NUM
brj-23216	203	233	±	±	NUM
brj-23216	203	234	0.03	0.03	NUM
brj-23216	203	235	0.99a	0.99a	NUM
brj-23216	203	236	±	±	NOUN
brj-23216	203	237	0.16	0.16	NUM
brj-23216	203	238	1.03a	1.03a	NUM
brj-23216	203	239	±	±	NOUN
brj-23216	203	240	0.06	0.06	NUM
brj-23216	203	241	1.17a	1.17a	NUM
brj-23216	203	242	±	±	NUM
brj-23216	203	243	0.09	0.09	NUM
brj-23216	203	244	s	s	NOUN
brj-23216	203	245	2.80a	2.80a	NUM
brj-23216	203	246	±	±	NUM
brj-23216	203	247	0.14	0.14	NUM
brj-23216	203	248	2.95a	2.95a	NUM
brj-23216	203	249	±	±	NUM
brj-23216	203	250	0.02	0.02	NUM
brj-23216	203	251	3.15ab	3.15ab	NUM
brj-23216	203	252	±	±	NUM
brj-23216	203	253	0.19	0.19	NUM
brj-23216	203	254	3.50b	3.50b	NUM
brj-23216	203	255	±	±	NUM
brj-23216	203	256	0.07	0.07	NUM
brj-23216	203	257	note	note	NOUN
brj-23216	203	258	:	:	PUNCT
brj-23216	203	259	values	value	NOUN
brj-23216	203	260	in	in	ADP
brj-23216	203	261	the	the	DET
brj-23216	203	262	same	same	ADJ
brj-23216	203	263	row	row	NOUN
brj-23216	203	264	with	with	ADP
brj-23216	203	265	the	the	DET
brj-23216	203	266	same	same	ADJ
brj-23216	203	267	letter	letter	NOUN
brj-23216	203	268	showed	show	VERB
brj-23216	203	269	insignificant	insignificant	ADJ
brj-23216	203	270	difference	difference	NOUN
brj-23216	203	271	at	at	ADP
brj-23216	203	272	p	p	NOUN
brj-23216	203	273	≤	≤	NUM
brj-23216	203	274	0.05	0.05	NUM
brj-23216	203	275	.	.	PUNCT
brj-23216	204	1	structural	structural	ADJ
brj-23216	204	2	analyses	analysis	NOUN
brj-23216	204	3	the	the	DET
brj-23216	204	4	untreated	untreated	ADJ
brj-23216	204	5	and	and	CCONJ
brj-23216	204	6	pretreated	pretreate	VERB
brj-23216	204	7	straw	straw	NOUN
brj-23216	204	8	samples	sample	NOUN
brj-23216	204	9	were	be	AUX
brj-23216	204	10	inspected	inspect	VERB
brj-23216	204	11	to	to	PART
brj-23216	204	12	determine	determine	VERB
brj-23216	204	13	the	the	DET
brj-23216	204	14	structural	structural	ADJ
brj-23216	204	15	changes	change	NOUN
brj-23216	204	16	in	in	ADP
brj-23216	204	17	the	the	DET
brj-23216	204	18	barley	barley	NOUN
brj-23216	204	19	straw	straw	NOUN
brj-23216	204	20	samples	sample	NOUN
brj-23216	204	21	caused	cause	VERB
brj-23216	204	22	by	by	ADP
brj-23216	204	23	the	the	DET
brj-23216	204	24	alkali	alkali	ADJ
brj-23216	204	25	pretreatment	pretreatment	NOUN
brj-23216	204	26	process	process	NOUN
brj-23216	204	27	.	.	PUNCT
brj-23216	205	1	the	the	DET
brj-23216	205	2	morphological	morphological	ADJ
brj-23216	205	3	features	feature	NOUN
brj-23216	205	4	of	of	ADP
brj-23216	205	5	the	the	DET
brj-23216	205	6	untreated	untreated	ADJ
brj-23216	205	7	straw	straw	NOUN
brj-23216	205	8	showed	show	VERB
brj-23216	205	9	a	a	DET
brj-23216	205	10	flat	flat	ADJ
brj-23216	205	11	,	,	PUNCT
brj-23216	205	12	smooth	smooth	ADJ
brj-23216	205	13	,	,	PUNCT
brj-23216	205	14	and	and	CCONJ
brj-23216	205	15	compact	compact	ADJ
brj-23216	205	16	surface	surface	NOUN
brj-23216	205	17	structure	structure	NOUN
brj-23216	205	18	(	(	PUNCT
brj-23216	205	19	fig	fig	NOUN
brj-23216	205	20	.	.	PUNCT
brj-23216	206	1	2	2	NUM
brj-23216	206	2	a	a	NOUN
brj-23216	206	3	)	)	PUNCT
brj-23216	206	4	.	.	PUNCT
brj-23216	207	1	because	because	SCONJ
brj-23216	207	2	the	the	DET
brj-23216	207	3	naoh	naoh	NOUN
brj-23216	207	4	pretreatment	pretreatment	NOUN
brj-23216	207	5	had	have	VERB
brj-23216	207	6	the	the	DET
brj-23216	207	7	greatest	great	ADJ
brj-23216	207	8	effect	effect	NOUN
brj-23216	207	9	on	on	ADP
brj-23216	207	10	the	the	DET
brj-23216	207	11	lignocellulosic	lignocellulosic	ADJ
brj-23216	207	12	composition	composition	NOUN
brj-23216	207	13	,	,	PUNCT
brj-23216	207	14	an	an	DET
brj-23216	207	15	sem	sem	NOUN
brj-23216	207	16	image	image	NOUN
brj-23216	207	17	of	of	ADP
brj-23216	207	18	the	the	DET
brj-23216	207	19	straw	straw	NOUN
brj-23216	207	20	pretreated	pretreate	VERB
brj-23216	207	21	with	with	ADP
brj-23216	207	22	naoh	naoh	NOUN
brj-23216	207	23	was	be	AUX
brj-23216	207	24	taken	take	VERB
brj-23216	207	25	as	as	ADP
brj-23216	207	26	an	an	DET
brj-23216	207	27	example	example	NOUN
brj-23216	207	28	of	of	ADP
brj-23216	207	29	the	the	DET
brj-23216	207	30	pretreated	pretreate	VERB
brj-23216	207	31	straw	straw	NOUN
brj-23216	207	32	samples	sample	NOUN
brj-23216	207	33	(	(	PUNCT
brj-23216	207	34	fig	fig	NOUN
brj-23216	207	35	.	.	PUNCT
brj-23216	208	1	2	2	NUM
brj-23216	208	2	b	b	NOUN
brj-23216	208	3	)	)	PUNCT
brj-23216	208	4	.	.	PUNCT
brj-23216	209	1	the	the	DET
brj-23216	209	2	alkali	alkali	ADJ
brj-23216	209	3	pretreatment	pretreatment	NOUN
brj-23216	209	4	destroyed	destroy	VERB
brj-23216	209	5	the	the	DET
brj-23216	209	6	straw	straw	NOUN
brj-23216	209	7	surface	surface	NOUN
brj-23216	209	8	,	,	PUNCT
brj-23216	209	9	which	which	PRON
brj-23216	209	10	was	be	AUX
brj-23216	209	11	composed	compose	VERB
brj-23216	209	12	of	of	ADP
brj-23216	209	13	hemicellulose	hemicellulose	NOUN
brj-23216	209	14	and	and	CCONJ
brj-23216	209	15	lignin	lignin	NOUN
brj-23216	209	16	.	.	PUNCT
brj-23216	210	1	as	as	SCONJ
brj-23216	210	2	observed	observe	VERB
brj-23216	210	3	,	,	PUNCT
brj-23216	210	4	the	the	DET
brj-23216	210	5	hemicellulose	hemicellulose	NOUN
brj-23216	210	6	and	and	CCONJ
brj-23216	210	7	lignin	lignin	NOUN
brj-23216	210	8	of	of	ADP
brj-23216	210	9	the	the	DET
brj-23216	210	10	pretreated	pretreate	VERB
brj-23216	210	11	samples	sample	NOUN
brj-23216	210	12	were	be	AUX
brj-23216	210	13	partially	partially	ADV
brj-23216	210	14	broken	break	VERB
brj-23216	210	15	and	and	CCONJ
brj-23216	210	16	removed	remove	VERB
brj-23216	210	17	,	,	PUNCT
brj-23216	210	18	causing	cause	VERB
brj-23216	210	19	internal	internal	ADJ
brj-23216	210	20	surface	surface	NOUN
brj-23216	210	21	exposure	exposure	NOUN
brj-23216	210	22	,	,	PUNCT
brj-23216	210	23	as	as	SCONJ
brj-23216	210	24	found	find	VERB
brj-23216	210	25	by	by	ADP
brj-23216	210	26	the	the	DET
brj-23216	210	27	authors	author	NOUN
brj-23216	210	28	(	(	PUNCT
brj-23216	210	29	siddiqi	siddiqi	NOUN
brj-23216	210	30	et	et	PROPN
brj-23216	210	31	al	al	PROPN
brj-23216	210	32	.	.	PROPN
brj-23216	210	33	2022	2022	NUM
brj-23216	210	34	)	)	PUNCT
brj-23216	210	35	.	.	PUNCT
brj-23216	211	1	therefore	therefore	ADV
brj-23216	211	2	,	,	PUNCT
brj-23216	211	3	the	the	DET
brj-23216	211	4	alkali	alkali	ADJ
brj-23216	211	5	pretreatment	pretreatment	NOUN
brj-23216	211	6	destroyed	destroy	VERB
brj-23216	211	7	the	the	DET
brj-23216	211	8	complex	complex	ADJ
brj-23216	211	9	lignocellulosic	lignocellulosic	ADJ
brj-23216	211	10	structures	structure	NOUN
brj-23216	211	11	and	and	CCONJ
brj-23216	211	12	removed	remove	VERB
brj-23216	211	13	some	some	DET
brj-23216	211	14	external	external	ADJ
brj-23216	211	15	fibers	fiber	NOUN
brj-23216	211	16	.	.	PUNCT
brj-23216	212	1	this	this	DET
brj-23216	212	2	process	process	NOUN
brj-23216	212	3	increased	increase	VERB
brj-23216	212	4	the	the	DET
brj-23216	212	5	cellulose	cellulose	NOUN
brj-23216	212	6	accessibility	accessibility	NOUN
brj-23216	212	7	and	and	CCONJ
brj-23216	212	8	improved	improved	ADJ
brj-23216	212	9	biodegradation	biodegradation	NOUN
brj-23216	212	10	,	,	PUNCT
brj-23216	212	11	which	which	PRON
brj-23216	212	12	was	be	AUX
brj-23216	212	13	consistent	consistent	ADJ
brj-23216	212	14	with	with	ADP
brj-23216	212	15	the	the	DET
brj-23216	212	16	results	result	NOUN
brj-23216	212	17	of	of	ADP
brj-23216	212	18	previous	previous	ADJ
brj-23216	212	19	studies	study	NOUN
brj-23216	212	20	(	(	PUNCT
brj-23216	212	21	jaffar	jaffar	PROPN
brj-23216	212	22	et	et	PROPN
brj-23216	212	23	al	al	PROPN
brj-23216	212	24	.	.	PROPN
brj-23216	212	25	2016	2016	NUM
brj-23216	212	26	;	;	PUNCT
brj-23216	212	27	memon	memon	PROPN
brj-23216	212	28	and	and	CCONJ
brj-23216	212	29	memon	memon	PROPN
brj-23216	212	30	2020	2020	NUM
brj-23216	212	31	;	;	PUNCT
brj-23216	212	32	mirmohamadsadeghi	mirmohamadsadeghi	PROPN
brj-23216	212	33	et	et	PROPN
brj-23216	212	34	al	al	PROPN
brj-23216	212	35	.	.	PROPN
brj-23216	212	36	2021	2021	NUM
brj-23216	212	37	;	;	PUNCT
brj-23216	213	1	ouahabi	ouahabi	NOUN
brj-23216	213	2	et	et	PROPN
brj-23216	213	3	al	al	PROPN
brj-23216	213	4	.	.	PROPN
brj-23216	213	5	2021	2021	NUM
brj-23216	213	6	;	;	PUNCT
brj-23216	213	7	tan	tan	PROPN
brj-23216	213	8	et	et	PROPN
brj-23216	213	9	al	al	PROPN
brj-23216	213	10	.	.	PROPN
brj-23216	213	11	2021	2021	NUM
brj-23216	213	12	)	)	PUNCT
brj-23216	213	13	.	.	PUNCT
brj-23216	214	1	peer	peer	NOUN
brj-23216	214	2	-	-	PUNCT
brj-23216	214	3	reviewed	review	VERB
brj-23216	214	4	article	article	NOUN
brj-23216	214	5	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	214	6	alrowais	alrowais	PROPN
brj-23216	214	7	et	et	PROPN
brj-23216	214	8	al	al	PROPN
brj-23216	214	9	.	.	PROPN
brj-23216	215	1	(	(	PUNCT
brj-23216	215	2	2024	2024	NUM
brj-23216	215	3	)	)	PUNCT
brj-23216	215	4	.	.	PUNCT
brj-23216	216	1	“	"	PUNCT
brj-23216	216	2	methane	methane	NOUN
brj-23216	216	3	from	from	ADP
brj-23216	216	4	straw	straw	NOUN
brj-23216	216	5	&	&	CCONJ
brj-23216	216	6	sludge	sludge	PROPN
brj-23216	216	7	,	,	PUNCT
brj-23216	216	8	”	"	PUNCT
brj-23216	216	9	bioresources	bioresource	NOUN
brj-23216	216	10	19(2	19(2	NUM
brj-23216	216	11	)	)	PUNCT
brj-23216	216	12	,	,	PUNCT
brj-23216	216	13	2179	2179	NUM
brj-23216	216	14	-	-	SYM
brj-23216	216	15	2200	2200	NUM
brj-23216	216	16	.	.	PUNCT
brj-23216	217	1	2189	2189	NUM
brj-23216	217	2	a	a	DET
brj-23216	217	3	)	)	PUNCT
brj-23216	217	4	b	b	NOUN
brj-23216	217	5	)	)	PUNCT
brj-23216	217	6	fig	fig	NOUN
brj-23216	217	7	.	.	PUNCT
brj-23216	218	1	2	2	X
brj-23216	218	2	.	.	X
brj-23216	218	3	sem	sem	NOUN
brj-23216	218	4	images	image	NOUN
brj-23216	218	5	of	of	ADP
brj-23216	218	6	a	a	DET
brj-23216	218	7	)	)	PUNCT
brj-23216	218	8	untreated	untreated	ADJ
brj-23216	218	9	straw	straw	NOUN
brj-23216	218	10	and	and	CCONJ
brj-23216	218	11	b	b	NOUN
brj-23216	218	12	)	)	PUNCT
brj-23216	218	13	pretreated	pretreate	VERB
brj-23216	218	14	straw	straw	NOUN
brj-23216	218	15	thermal	thermal	ADJ
brj-23216	218	16	analyses	analyse	VERB
brj-23216	218	17	thermograms	thermogram	NOUN
brj-23216	218	18	from	from	ADP
brj-23216	218	19	the	the	DET
brj-23216	218	20	tga	tga	PROPN
brj-23216	218	21	and	and	CCONJ
brj-23216	218	22	dtg	dtg	PROPN
brj-23216	218	23	studies	study	NOUN
brj-23216	218	24	of	of	ADP
brj-23216	218	25	the	the	DET
brj-23216	218	26	untreated	untreated	ADJ
brj-23216	218	27	and	and	CCONJ
brj-23216	218	28	pretreated	pretreate	VERB
brj-23216	218	29	straw	straw	NOUN
brj-23216	218	30	samples	sample	NOUN
brj-23216	218	31	were	be	AUX
brj-23216	218	32	obtained	obtain	VERB
brj-23216	218	33	to	to	PART
brj-23216	218	34	determine	determine	VERB
brj-23216	218	35	their	their	PRON
brj-23216	218	36	thermal	thermal	ADJ
brj-23216	218	37	properties	property	NOUN
brj-23216	218	38	and	and	CCONJ
brj-23216	218	39	are	be	AUX
brj-23216	218	40	shown	show	VERB
brj-23216	218	41	in	in	ADP
brj-23216	218	42	fig	fig	NOUN
brj-23216	218	43	.	.	PUNCT
brj-23216	219	1	3	3	X
brj-23216	219	2	.	.	X
brj-23216	219	3	these	these	DET
brj-23216	219	4	thermograms	thermogram	NOUN
brj-23216	219	5	revealed	reveal	VERB
brj-23216	219	6	insignificant	insignificant	ADJ
brj-23216	219	7	differences	difference	NOUN
brj-23216	219	8	between	between	ADP
brj-23216	219	9	them	they	PRON
brj-23216	219	10	.	.	PUNCT
brj-23216	220	1	the	the	DET
brj-23216	220	2	tga	tga	PROPN
brj-23216	220	3	thermograms	thermograms	PROPN
brj-23216	220	4	indicated	indicate	VERB
brj-23216	220	5	mass	mass	NOUN
brj-23216	220	6	losses	loss	NOUN
brj-23216	220	7	from	from	ADP
brj-23216	220	8	the	the	DET
brj-23216	220	9	different	different	ADJ
brj-23216	220	10	straw	straw	NOUN
brj-23216	220	11	samples	sample	NOUN
brj-23216	220	12	.	.	PUNCT
brj-23216	221	1	the	the	DET
brj-23216	221	2	initial	initial	ADJ
brj-23216	221	3	mass	mass	NOUN
brj-23216	221	4	loss	loss	NOUN
brj-23216	221	5	was	be	AUX
brj-23216	221	6	due	due	ADJ
brj-23216	221	7	to	to	ADP
brj-23216	221	8	the	the	DET
brj-23216	221	9	removal	removal	NOUN
brj-23216	221	10	of	of	ADP
brj-23216	221	11	moisture	moisture	NOUN
brj-23216	221	12	and	and	CCONJ
brj-23216	221	13	light	light	NOUN
brj-23216	221	14	vs	vs	ADP
brj-23216	221	15	compounds	compound	NOUN
brj-23216	221	16	,	,	PUNCT
brj-23216	221	17	while	while	SCONJ
brj-23216	221	18	sharp	sharp	ADJ
brj-23216	221	19	reductions	reduction	NOUN
brj-23216	221	20	in	in	ADP
brj-23216	221	21	the	the	DET
brj-23216	221	22	masses	masse	NOUN
brj-23216	221	23	were	be	AUX
brj-23216	221	24	due	due	ADJ
brj-23216	221	25	to	to	ADP
brj-23216	221	26	degradation	degradation	NOUN
brj-23216	221	27	of	of	ADP
brj-23216	221	28	the	the	DET
brj-23216	221	29	samples	sample	NOUN
brj-23216	221	30	;	;	PUNCT
brj-23216	221	31	subsequently	subsequently	ADV
brj-23216	221	32	,	,	PUNCT
brj-23216	221	33	little	little	ADJ
brj-23216	221	34	additional	additional	ADJ
brj-23216	221	35	mass	mass	NOUN
brj-23216	221	36	loss	loss	NOUN
brj-23216	221	37	was	be	AUX
brj-23216	221	38	detected	detect	VERB
brj-23216	221	39	.	.	PUNCT
brj-23216	222	1	the	the	DET
brj-23216	222	2	dtg	dtg	PROPN
brj-23216	222	3	thermograms	thermograms	PROPN
brj-23216	222	4	showed	show	VERB
brj-23216	222	5	three	three	NUM
brj-23216	222	6	peaks	peak	NOUN
brj-23216	222	7	,	,	PUNCT
brj-23216	222	8	indicating	indicate	VERB
brj-23216	222	9	three	three	NUM
brj-23216	222	10	stages	stage	NOUN
brj-23216	222	11	of	of	ADP
brj-23216	222	12	mass	mass	ADJ
brj-23216	222	13	loss	loss	NOUN
brj-23216	222	14	.	.	PUNCT
brj-23216	223	1	in	in	ADP
brj-23216	223	2	the	the	DET
brj-23216	223	3	first	first	ADJ
brj-23216	223	4	stage	stage	NOUN
brj-23216	223	5	(	(	PUNCT
brj-23216	223	6	0	0	NUM
brj-23216	223	7	to	to	ADP
brj-23216	223	8	120	120	NUM
brj-23216	223	9	°	°	NOUN
brj-23216	223	10	c	c	NOUN
brj-23216	223	11	)	)	PUNCT
brj-23216	223	12	,	,	PUNCT
brj-23216	223	13	the	the	DET
brj-23216	223	14	first	first	ADJ
brj-23216	223	15	peak	peak	NOUN
brj-23216	223	16	occurred	occur	VERB
brj-23216	223	17	below	below	ADP
brj-23216	223	18	100	100	NUM
brj-23216	223	19	°	°	NOUN
brj-23216	223	20	c	c	NOUN
brj-23216	223	21	,	,	PUNCT
brj-23216	223	22	which	which	PRON
brj-23216	223	23	was	be	AUX
brj-23216	223	24	attributed	attribute	VERB
brj-23216	223	25	to	to	ADP
brj-23216	223	26	moisture	moisture	NOUN
brj-23216	223	27	removal	removal	NOUN
brj-23216	223	28	(	(	PUNCT
brj-23216	223	29	said	say	VERB
brj-23216	223	30	et	et	PROPN
brj-23216	223	31	al	al	PROPN
brj-23216	223	32	.	.	PROPN
brj-23216	223	33	2013	2013	NUM
brj-23216	223	34	)	)	PUNCT
brj-23216	223	35	.	.	PUNCT
brj-23216	224	1	a	a	DET
brj-23216	224	2	slight	slight	ADJ
brj-23216	224	3	increase	increase	NOUN
brj-23216	224	4	in	in	ADP
brj-23216	224	5	the	the	DET
brj-23216	224	6	mass	mass	NOUN
brj-23216	224	7	loss	loss	NOUN
brj-23216	224	8	was	be	AUX
brj-23216	224	9	observed	observe	VERB
brj-23216	224	10	after	after	ADP
brj-23216	224	11	moisture	moisture	NOUN
brj-23216	224	12	removal	removal	NOUN
brj-23216	224	13	due	due	ADP
brj-23216	224	14	to	to	ADP
brj-23216	224	15	the	the	DET
brj-23216	224	16	removal	removal	NOUN
brj-23216	224	17	of	of	ADP
brj-23216	224	18	light	light	ADJ
brj-23216	224	19	volatile	volatile	ADJ
brj-23216	224	20	components	component	NOUN
brj-23216	224	21	,	,	PUNCT
brj-23216	224	22	which	which	PRON
brj-23216	224	23	decomposed	decompose	VERB
brj-23216	224	24	earlier	early	ADV
brj-23216	224	25	than	than	ADP
brj-23216	224	26	the	the	DET
brj-23216	224	27	lignocellulosic	lignocellulosic	ADJ
brj-23216	224	28	matrix	matrix	NOUN
brj-23216	224	29	(	(	PUNCT
brj-23216	224	30	marin	marin	NOUN
brj-23216	224	31	-	-	PUNCT
brj-23216	224	32	batista	batista	PROPN
brj-23216	224	33	et	et	PROPN
brj-23216	224	34	al	al	PROPN
brj-23216	224	35	.	.	PROPN
brj-23216	224	36	2021	2021	NUM
brj-23216	224	37	)	)	PUNCT
brj-23216	224	38	.	.	PUNCT
brj-23216	225	1	in	in	ADP
brj-23216	225	2	the	the	DET
brj-23216	225	3	second	second	ADJ
brj-23216	225	4	stage	stage	NOUN
brj-23216	225	5	(	(	PUNCT
brj-23216	225	6	250	250	NUM
brj-23216	225	7	to	to	PART
brj-23216	225	8	320	320	NUM
brj-23216	225	9	°	°	NOUN
brj-23216	225	10	c	c	NOUN
brj-23216	225	11	)	)	PUNCT
brj-23216	225	12	,	,	PUNCT
brj-23216	225	13	the	the	DET
brj-23216	225	14	mass	mass	ADJ
brj-23216	225	15	loss	loss	NOUN
brj-23216	225	16	corresponded	correspond	VERB
brj-23216	225	17	to	to	ADP
brj-23216	225	18	straw	straw	NOUN
brj-23216	225	19	devolatilization	devolatilization	NOUN
brj-23216	225	20	.	.	PUNCT
brj-23216	226	1	in	in	ADP
brj-23216	226	2	addition	addition	NOUN
brj-23216	226	3	,	,	PUNCT
brj-23216	226	4	the	the	DET
brj-23216	226	5	volatile	volatile	ADJ
brj-23216	226	6	compounds	compound	NOUN
brj-23216	226	7	of	of	ADP
brj-23216	226	8	hemicellulose	hemicellulose	NOUN
brj-23216	226	9	and	and	CCONJ
brj-23216	226	10	cellulose	cellulose	NOUN
brj-23216	226	11	were	be	AUX
brj-23216	226	12	decomposed	decompose	VERB
brj-23216	226	13	(	(	PUNCT
brj-23216	226	14	sidi	sidi	NOUN
brj-23216	226	15	-	-	PUNCT
brj-23216	226	16	yacoub	yacoub	PROPN
brj-23216	226	17	et	et	PROPN
brj-23216	226	18	al	al	PROPN
brj-23216	226	19	.	.	PROPN
brj-23216	226	20	2019	2019	NUM
brj-23216	226	21	)	)	PUNCT
brj-23216	226	22	.	.	PUNCT
brj-23216	227	1	the	the	DET
brj-23216	227	2	maximum	maximum	ADJ
brj-23216	227	3	peaks	peak	NOUN
brj-23216	227	4	in	in	ADP
brj-23216	227	5	the	the	DET
brj-23216	227	6	dtg	dtg	PROPN
brj-23216	227	7	profiles	profile	NOUN
brj-23216	227	8	for	for	ADP
brj-23216	227	9	the	the	DET
brj-23216	227	10	different	different	ADJ
brj-23216	227	11	samples	sample	NOUN
brj-23216	227	12	occurred	occur	VERB
brj-23216	227	13	in	in	ADP
brj-23216	227	14	this	this	DET
brj-23216	227	15	stage	stage	NOUN
brj-23216	227	16	and	and	CCONJ
brj-23216	227	17	were	be	AUX
brj-23216	227	18	detected	detect	VERB
brj-23216	227	19	in	in	ADP
brj-23216	227	20	the	the	DET
brj-23216	227	21	temperature	temperature	NOUN
brj-23216	227	22	range	range	NOUN
brj-23216	227	23	300	300	NUM
brj-23216	227	24	to	to	PART
brj-23216	227	25	320	320	NUM
brj-23216	227	26	°	°	ADP
brj-23216	227	27	c	c	NOUN
brj-23216	227	28	due	due	ADP
brj-23216	227	29	to	to	ADP
brj-23216	227	30	exothermic	exothermic	ADJ
brj-23216	227	31	reactions	reaction	NOUN
brj-23216	227	32	of	of	ADP
brj-23216	227	33	the	the	DET
brj-23216	227	34	cellulose	cellulose	NOUN
brj-23216	227	35	.	.	PUNCT
brj-23216	228	1	moreover	moreover	ADV
brj-23216	228	2	,	,	PUNCT
brj-23216	228	3	the	the	DET
brj-23216	228	4	peaks	peak	NOUN
brj-23216	228	5	for	for	ADP
brj-23216	228	6	the	the	DET
brj-23216	228	7	pretreated	pretreate	VERB
brj-23216	228	8	samples	sample	NOUN
brj-23216	228	9	were	be	AUX
brj-23216	228	10	greater	great	ADJ
brj-23216	228	11	than	than	ADP
brj-23216	228	12	those	those	PRON
brj-23216	228	13	for	for	ADP
brj-23216	228	14	the	the	DET
brj-23216	228	15	untreated	untreated	ADJ
brj-23216	228	16	samples	sample	NOUN
brj-23216	228	17	,	,	PUNCT
brj-23216	228	18	which	which	PRON
brj-23216	228	19	was	be	AUX
brj-23216	228	20	explained	explain	VERB
brj-23216	228	21	by	by	ADP
brj-23216	228	22	the	the	DET
brj-23216	228	23	increased	increase	VERB
brj-23216	228	24	cellulose	cellulose	NOUN
brj-23216	228	25	proportion	proportion	NOUN
brj-23216	228	26	after	after	ADP
brj-23216	228	27	pretreatment	pretreatment	NOUN
brj-23216	228	28	,	,	PUNCT
brj-23216	228	29	similar	similar	ADJ
brj-23216	228	30	to	to	ADP
brj-23216	228	31	the	the	DET
brj-23216	228	32	findings	finding	NOUN
brj-23216	228	33	of	of	ADP
brj-23216	228	34	marin	marin	PROPN
brj-23216	228	35	-	-	PUNCT
brj-23216	228	36	batista	batista	PROPN
brj-23216	228	37	et	et	PROPN
brj-23216	228	38	al	al	PROPN
brj-23216	228	39	.	.	PROPN
brj-23216	229	1	(	(	PUNCT
brj-23216	229	2	2021	2021	NUM
brj-23216	229	3	)	)	PUNCT
brj-23216	229	4	.	.	PUNCT
brj-23216	230	1	in	in	ADP
brj-23216	230	2	the	the	DET
brj-23216	230	3	third	third	ADJ
brj-23216	230	4	stage	stage	NOUN
brj-23216	230	5	(	(	PUNCT
brj-23216	230	6	320	320	NUM
brj-23216	230	7	to	to	PART
brj-23216	230	8	480	480	NUM
brj-23216	230	9	°	°	NOUN
brj-23216	230	10	c	c	NOUN
brj-23216	230	11	)	)	PUNCT
brj-23216	230	12	,	,	PUNCT
brj-23216	230	13	the	the	DET
brj-23216	230	14	mass	mass	NOUN
brj-23216	230	15	losses	loss	NOUN
brj-23216	230	16	corresponded	correspond	VERB
brj-23216	230	17	to	to	ADP
brj-23216	230	18	lignin	lignin	NOUN
brj-23216	230	19	decomposition	decomposition	NOUN
brj-23216	230	20	(	(	PUNCT
brj-23216	230	21	mahmood	mahmood	PROPN
brj-23216	230	22	et	et	PROPN
brj-23216	230	23	al	al	PROPN
brj-23216	230	24	.	.	PROPN
brj-23216	230	25	2016	2016	NUM
brj-23216	230	26	)	)	PUNCT
brj-23216	230	27	.	.	PUNCT
brj-23216	231	1	the	the	DET
brj-23216	231	2	decomposition	decomposition	NOUN
brj-23216	231	3	rates	rate	NOUN
brj-23216	231	4	were	be	AUX
brj-23216	231	5	very	very	ADV
brj-23216	231	6	low	low	ADJ
brj-23216	231	7	and	and	CCONJ
brj-23216	231	8	became	become	VERB
brj-23216	231	9	negligible	negligible	ADJ
brj-23216	231	10	after	after	ADP
brj-23216	231	11	this	this	DET
brj-23216	231	12	stage	stage	NOUN
brj-23216	231	13	.	.	PUNCT
brj-23216	232	1	similar	similar	ADJ
brj-23216	232	2	results	result	NOUN
brj-23216	232	3	were	be	AUX
brj-23216	232	4	found	find	VERB
brj-23216	232	5	by	by	ADP
brj-23216	232	6	the	the	DET
brj-23216	232	7	authors	author	NOUN
brj-23216	232	8	(	(	PUNCT
brj-23216	232	9	marin	marin	NOUN
brj-23216	232	10	-	-	PUNCT
brj-23216	232	11	batista	batista	PROPN
brj-23216	232	12	et	et	PROPN
brj-23216	232	13	al	al	PROPN
brj-23216	232	14	.	.	PROPN
brj-23216	232	15	2021	2021	NUM
brj-23216	232	16	;	;	PUNCT
brj-23216	232	17	siddiqi	siddiqi	NOUN
brj-23216	232	18	et	et	PROPN
brj-23216	232	19	al	al	PROPN
brj-23216	232	20	.	.	PROPN
brj-23216	232	21	2022	2022	NUM
brj-23216	232	22	)	)	PUNCT
brj-23216	232	23	.	.	PUNCT
brj-23216	233	1	the	the	DET
brj-23216	233	2	tga	tga	PROPN
brj-23216	233	3	curves	curve	NOUN
brj-23216	233	4	indicated	indicate	VERB
brj-23216	233	5	that	that	SCONJ
brj-23216	233	6	there	there	PRON
brj-23216	233	7	was	be	VERB
brj-23216	233	8	less	less	ADJ
brj-23216	233	9	degradation	degradation	NOUN
brj-23216	233	10	residue	residue	NOUN
brj-23216	233	11	(	(	PUNCT
brj-23216	233	12	char	char	NOUN
brj-23216	233	13	)	)	PUNCT
brj-23216	233	14	from	from	ADP
brj-23216	233	15	the	the	DET
brj-23216	233	16	pretreated	pretreate	VERB
brj-23216	233	17	straw	straw	NOUN
brj-23216	233	18	than	than	ADP
brj-23216	233	19	from	from	ADP
brj-23216	233	20	the	the	DET
brj-23216	233	21	untreated	untreated	ADJ
brj-23216	233	22	straw	straw	NOUN
brj-23216	233	23	.	.	PUNCT
brj-23216	234	1	moreover	moreover	ADV
brj-23216	234	2	,	,	PUNCT
brj-23216	234	3	t3	t3	PROPN
brj-23216	234	4	had	have	VERB
brj-23216	234	5	the	the	DET
brj-23216	234	6	least	least	ADJ
brj-23216	234	7	char	char	ADJ
brj-23216	234	8	residue	residue	NOUN
brj-23216	234	9	from	from	ADP
brj-23216	234	10	the	the	DET
brj-23216	234	11	tga	tga	NOUN
brj-23216	234	12	and	and	CCONJ
brj-23216	234	13	the	the	DET
brj-23216	234	14	highest	high	ADJ
brj-23216	234	15	peak	peak	NOUN
brj-23216	234	16	in	in	ADP
brj-23216	234	17	the	the	DET
brj-23216	234	18	dtg	dtg	PROPN
brj-23216	234	19	profile	profile	NOUN
brj-23216	234	20	among	among	ADP
brj-23216	234	21	the	the	DET
brj-23216	234	22	different	different	ADJ
brj-23216	234	23	samples	sample	NOUN
brj-23216	234	24	since	since	SCONJ
brj-23216	234	25	t3	t3	PROPN
brj-23216	234	26	gave	give	VERB
brj-23216	234	27	the	the	DET
brj-23216	234	28	greatest	great	ADJ
brj-23216	234	29	cellulose	cellulose	NOUN
brj-23216	234	30	decomposition	decomposition	NOUN
brj-23216	234	31	and	and	CCONJ
brj-23216	234	32	lowest	low	ADJ
brj-23216	234	33	lignin	lignin	NOUN
brj-23216	234	34	content	content	NOUN
brj-23216	234	35	compared	compare	VERB
brj-23216	234	36	to	to	ADP
brj-23216	234	37	the	the	DET
brj-23216	234	38	other	other	ADJ
brj-23216	234	39	samples	sample	NOUN
brj-23216	234	40	.	.	PUNCT
brj-23216	235	1	these	these	DET
brj-23216	235	2	results	result	NOUN
brj-23216	235	3	confirmed	confirm	VERB
brj-23216	235	4	the	the	DET
brj-23216	235	5	lignocellulosic	lignocellulosic	ADJ
brj-23216	235	6	compositions	composition	NOUN
brj-23216	235	7	of	of	ADP
brj-23216	235	8	the	the	DET
brj-23216	235	9	untreated	untreated	ADJ
brj-23216	235	10	and	and	CCONJ
brj-23216	235	11	pretreated	pretreated	ADJ
brj-23216	235	12	straws	straw	NOUN
brj-23216	235	13	,	,	PUNCT
brj-23216	235	14	as	as	SCONJ
brj-23216	235	15	indicated	indicate	VERB
brj-23216	235	16	in	in	ADP
brj-23216	235	17	table	table	NOUN
brj-23216	235	18	1	1	NUM
brj-23216	235	19	.	.	PUNCT
brj-23216	235	20	peer	peer	NOUN
brj-23216	235	21	-	-	PUNCT
brj-23216	235	22	reviewed	review	VERB
brj-23216	235	23	article	article	NOUN
brj-23216	235	24	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	235	25	alrowais	alrowais	PROPN
brj-23216	235	26	et	et	PROPN
brj-23216	235	27	al	al	PROPN
brj-23216	235	28	.	.	PROPN
brj-23216	236	1	(	(	PUNCT
brj-23216	236	2	2024	2024	NUM
brj-23216	236	3	)	)	PUNCT
brj-23216	236	4	.	.	PUNCT
brj-23216	237	1	“	"	PUNCT
brj-23216	237	2	methane	methane	NOUN
brj-23216	237	3	from	from	ADP
brj-23216	237	4	straw	straw	NOUN
brj-23216	237	5	&	&	CCONJ
brj-23216	237	6	sludge	sludge	PROPN
brj-23216	237	7	,	,	PUNCT
brj-23216	237	8	”	"	PUNCT
brj-23216	237	9	bioresources	bioresource	NOUN
brj-23216	237	10	19(2	19(2	NUM
brj-23216	237	11	)	)	PUNCT
brj-23216	237	12	,	,	PUNCT
brj-23216	237	13	2179	2179	NUM
brj-23216	237	14	-	-	SYM
brj-23216	237	15	2200	2200	NUM
brj-23216	237	16	.	.	PUNCT
brj-23216	238	1	2190	2190	NUM
brj-23216	238	2	fig	fig	NOUN
brj-23216	238	3	.	.	PUNCT
brj-23216	239	1	3	3	X
brj-23216	239	2	.	.	X
brj-23216	239	3	tga	tga	PROPN
brj-23216	239	4	and	and	CCONJ
brj-23216	239	5	dtg	dtg	PROPN
brj-23216	239	6	curves	curve	NOUN
brj-23216	239	7	for	for	ADP
brj-23216	239	8	the	the	DET
brj-23216	239	9	untreated	untreated	ADJ
brj-23216	239	10	and	and	CCONJ
brj-23216	239	11	pretreated	pretreate	VERB
brj-23216	239	12	straw	straw	NOUN
brj-23216	239	13	anaerobic	anaerobic	NOUN
brj-23216	239	14	digestion	digestion	NOUN
brj-23216	239	15	table	table	NOUN
brj-23216	239	16	3	3	NUM
brj-23216	239	17	shows	show	VERB
brj-23216	239	18	the	the	DET
brj-23216	239	19	characteristics	characteristic	NOUN
brj-23216	239	20	of	of	ADP
brj-23216	239	21	the	the	DET
brj-23216	239	22	raw	raw	ADJ
brj-23216	239	23	barley	barley	NOUN
brj-23216	239	24	straw	straw	NOUN
brj-23216	239	25	and	and	CCONJ
brj-23216	239	26	sewage	sewage	NOUN
brj-23216	239	27	sludge	sludge	NOUN
brj-23216	239	28	used	use	VERB
brj-23216	239	29	in	in	ADP
brj-23216	239	30	the	the	DET
brj-23216	239	31	anaerobic	anaerobic	NOUN
brj-23216	239	32	digestion	digestion	NOUN
brj-23216	239	33	process	process	NOUN
brj-23216	239	34	.	.	PUNCT
brj-23216	240	1	the	the	DET
brj-23216	240	2	straw	straw	NOUN
brj-23216	240	3	had	have	VERB
brj-23216	240	4	a	a	DET
brj-23216	240	5	high	high	ADJ
brj-23216	240	6	content	content	NOUN
brj-23216	240	7	of	of	ADP
brj-23216	240	8	solids	solid	NOUN
brj-23216	240	9	(	(	PUNCT
brj-23216	240	10	93.40±0.54	93.40±0.54	NUM
brj-23216	240	11	%	%	NOUN
brj-23216	240	12	)	)	PUNCT
brj-23216	240	13	,	,	PUNCT
brj-23216	240	14	while	while	SCONJ
brj-23216	240	15	the	the	DET
brj-23216	240	16	sludge	sludge	NOUN
brj-23216	240	17	had	have	VERB
brj-23216	240	18	a	a	DET
brj-23216	240	19	low	low	ADJ
brj-23216	240	20	solids	solid	NOUN
brj-23216	240	21	content	content	NOUN
brj-23216	240	22	(	(	PUNCT
brj-23216	240	23	1.45±0.01	1.45±0.01	NUM
brj-23216	240	24	%	%	NOUN
brj-23216	240	25	)	)	PUNCT
brj-23216	240	26	.	.	PUNCT
brj-23216	241	1	moreover	moreover	ADV
brj-23216	241	2	,	,	PUNCT
brj-23216	241	3	the	the	DET
brj-23216	241	4	straw	straw	NOUN
brj-23216	241	5	had	have	VERB
brj-23216	241	6	a	a	DET
brj-23216	241	7	high	high	ADJ
brj-23216	241	8	volatiles	volatile	NOUN
brj-23216	241	9	content	content	NOUN
brj-23216	241	10	(	(	PUNCT
brj-23216	241	11	80.51±0.20	80.51±0.20	NUM
brj-23216	241	12	%	%	NOUN
brj-23216	241	13	)	)	PUNCT
brj-23216	241	14	and	and	CCONJ
brj-23216	241	15	a	a	DET
brj-23216	241	16	high	high	ADJ
brj-23216	241	17	carbon	carbon	NOUN
brj-23216	241	18	content	content	NOUN
brj-23216	241	19	(	(	PUNCT
brj-23216	241	20	31.25±0.32	31.25±0.32	NUM
brj-23216	241	21	%	%	NOUN
brj-23216	241	22	ts	ts	NOUN
brj-23216	241	23	)	)	PUNCT
brj-23216	241	24	,	,	PUNCT
brj-23216	241	25	indicating	indicate	VERB
brj-23216	241	26	its	its	PRON
brj-23216	241	27	potential	potential	NOUN
brj-23216	241	28	for	for	ADP
brj-23216	241	29	biogas	biogas	NOUN
brj-23216	241	30	production	production	NOUN
brj-23216	241	31	via	via	ADP
brj-23216	241	32	anaerobic	anaerobic	ADJ
brj-23216	241	33	codigestion	codigestion	NOUN
brj-23216	241	34	with	with	ADP
brj-23216	241	35	sewage	sewage	NOUN
brj-23216	241	36	sludge	sludge	NOUN
brj-23216	241	37	.	.	PUNCT
brj-23216	242	1	table	table	NOUN
brj-23216	242	2	3	3	NUM
brj-23216	242	3	.	.	PUNCT
brj-23216	243	1	characteristics	characteristic	NOUN
brj-23216	243	2	of	of	ADP
brj-23216	243	3	raw	raw	ADJ
brj-23216	243	4	barley	barley	NOUN
brj-23216	243	5	straw	straw	NOUN
brj-23216	243	6	and	and	CCONJ
brj-23216	243	7	sewage	sewage	NOUN
brj-23216	243	8	sludge	sludge	NOUN
brj-23216	243	9	(	(	PUNCT
brj-23216	243	10	mean	mean	NOUN
brj-23216	243	11	value±sd	value±sd	NUM
brj-23216	243	12	)	)	PUNCT
brj-23216	243	13	parameters	parameter	NOUN
brj-23216	243	14	raw	raw	ADJ
brj-23216	243	15	barley	barley	NOUN
brj-23216	243	16	straw	straw	NOUN
brj-23216	243	17	raw	raw	ADJ
brj-23216	243	18	sewage	sewage	NOUN
brj-23216	243	19	sludge	sludge	NOUN
brj-23216	243	20	ts	ts	X
brj-23216	243	21	(	(	PUNCT
brj-23216	243	22	%	%	INTJ
brj-23216	243	23	)	)	PUNCT
brj-23216	243	24	93.40±0.54	93.40±0.54	PROPN
brj-23216	244	1	1.45±0.01	1.45±0.01	NUM
brj-23216	244	2	vs	vs	ADP
brj-23216	244	3	(	(	PUNCT
brj-23216	244	4	%	%	NOUN
brj-23216	244	5	)	)	PUNCT
brj-23216	244	6	80.51±0.20	80.51±0.20	PROPN
brj-23216	244	7	1.04±0.00	1.04±0.00	NUM
brj-23216	244	8	cod	cod	NOUN
brj-23216	244	9	*	*	SYM
brj-23216	244	10	1250.00±40.00	1250.00±40.00	NUM
brj-23216	244	11	23.20±0.04	23.20±0.04	NUM
brj-23216	244	12	p(%ts	p(%ts	NOUN
brj-23216	244	13	)	)	PUNCT
brj-23216	244	14	1.90±0.08	1.90±0.08	NUM
brj-23216	244	15	0.91±0.04	0.91±0.04	PROPN
brj-23216	244	16	k(%ts	k(%ts	NOUN
brj-23216	244	17	)	)	PUNCT
brj-23216	245	1	1.25±0.07	1.25±0.07	NUM
brj-23216	245	2	0.82±0.01	0.82±0.01	NUM
brj-23216	245	3	c(%ts	c(%ts	PROPN
brj-23216	245	4	)	)	PUNCT
brj-23216	246	1	45.50±0.91	45.50±0.91	PROPN
brj-23216	246	2	31.25±0.32	31.25±0.32	NUM
brj-23216	246	3	n(%ts	n(%ts	NOUN
brj-23216	246	4	)	)	PUNCT
brj-23216	246	5	0.60±0.05	0.60±0.05	NOUN
brj-23216	246	6	4.46±0.19	4.46±0.19	NUM
brj-23216	246	7	c	c	NOUN
brj-23216	246	8	/	/	SYM
brj-23216	246	9	n	n	PROPN
brj-23216	246	10	75.94±8.75	75.94±8.75	PROPN
brj-23216	246	11	7.01±0.32	7.01±0.32	NUM
brj-23216	246	12	note	note	NOUN
brj-23216	246	13	:	:	PUNCT
brj-23216	246	14	*	*	PUNCT
brj-23216	246	15	cod	cod	NOUN
brj-23216	246	16	value	value	NOUN
brj-23216	246	17	of	of	ADP
brj-23216	246	18	the	the	DET
brj-23216	246	19	straw	straw	NOUN
brj-23216	246	20	in	in	ADP
brj-23216	246	21	g	g	PROPN
brj-23216	246	22	/	/	SYM
brj-23216	246	23	kg	kg	PROPN
brj-23216	246	24	and	and	CCONJ
brj-23216	246	25	the	the	DET
brj-23216	246	26	sludge	sludge	NOUN
brj-23216	246	27	in	in	ADP
brj-23216	246	28	g	g	PROPN
brj-23216	246	29	/	/	SYM
brj-23216	246	30	l.	l.	NOUN
brj-23216	246	31	the	the	DET
brj-23216	246	32	anaerobic	anaerobic	NOUN
brj-23216	246	33	digestion	digestion	NOUN
brj-23216	246	34	process	process	NOUN
brj-23216	246	35	was	be	AUX
brj-23216	246	36	sensitive	sensitive	ADJ
brj-23216	246	37	to	to	ADP
brj-23216	246	38	the	the	DET
brj-23216	246	39	c	c	NOUN
brj-23216	246	40	/	/	SYM
brj-23216	246	41	n	n	PRON
brj-23216	246	42	ratios	ratio	NOUN
brj-23216	246	43	of	of	ADP
brj-23216	246	44	the	the	DET
brj-23216	246	45	feedstocks	feedstock	NOUN
brj-23216	246	46	.	.	PUNCT
brj-23216	247	1	anaerobic	anaerobic	ADJ
brj-23216	247	2	codigestion	codigestion	NOUN
brj-23216	247	3	of	of	ADP
brj-23216	247	4	a	a	DET
brj-23216	247	5	feedstock	feedstock	NOUN
brj-23216	247	6	resulted	result	VERB
brj-23216	247	7	in	in	ADP
brj-23216	247	8	a	a	DET
brj-23216	247	9	higher	high	ADJ
brj-23216	247	10	c	c	NOUN
brj-23216	247	11	/	/	SYM
brj-23216	247	12	n	n	NOUN
brj-23216	247	13	ratio	ratio	NOUN
brj-23216	247	14	than	than	ADP
brj-23216	247	15	straw	straw	NOUN
brj-23216	247	16	(	(	PUNCT
brj-23216	247	17	75.94±8.75	75.94±8.75	NOUN
brj-23216	247	18	)	)	PUNCT
brj-23216	247	19	,	,	PUNCT
brj-23216	247	20	and	and	CCONJ
brj-23216	247	21	a	a	DET
brj-23216	247	22	feedstock	feedstock	NOUN
brj-23216	247	23	with	with	ADP
brj-23216	247	24	a	a	DET
brj-23216	247	25	lower	low	ADJ
brj-23216	247	26	c	c	NOUN
brj-23216	247	27	/	/	SYM
brj-23216	247	28	n	n	NOUN
brj-23216	247	29	ratio	ratio	NOUN
brj-23216	247	30	than	than	ADP
brj-23216	247	31	sludge	sludge	NOUN
brj-23216	247	32	(	(	PUNCT
brj-23216	247	33	7.01±0.32	7.01±0.32	NOUN
brj-23216	247	34	)	)	PUNCT
brj-23216	247	35	increased	increase	VERB
brj-23216	247	36	the	the	DET
brj-23216	247	37	efficiency	efficiency	NOUN
brj-23216	247	38	of	of	ADP
brj-23216	247	39	biogas	biogas	NOUN
brj-23216	247	40	production	production	NOUN
brj-23216	247	41	due	due	ADP
brj-23216	247	42	to	to	ADP
brj-23216	247	43	the	the	DET
brj-23216	247	44	synergistic	synergistic	ADJ
brj-23216	247	45	effect	effect	NOUN
brj-23216	247	46	of	of	ADP
brj-23216	247	47	the	the	DET
brj-23216	247	48	feedstocks	feedstock	NOUN
brj-23216	247	49	.	.	PUNCT
brj-23216	248	1	moreover	moreover	ADV
brj-23216	248	2	,	,	PUNCT
brj-23216	248	3	mixing	mix	VERB
brj-23216	248	4	straw	straw	NOUN
brj-23216	248	5	with	with	ADP
brj-23216	248	6	sludge	sludge	NOUN
brj-23216	248	7	maintained	maintain	VERB
brj-23216	248	8	the	the	DET
brj-23216	248	9	nutrient	nutrient	NOUN
brj-23216	248	10	balance	balance	NOUN
brj-23216	248	11	for	for	ADP
brj-23216	248	12	healthy	healthy	ADJ
brj-23216	248	13	growth	growth	NOUN
brj-23216	248	14	of	of	ADP
brj-23216	248	15	the	the	DET
brj-23216	248	16	microorganisms	microorganism	NOUN
brj-23216	248	17	essential	essential	ADJ
brj-23216	248	18	for	for	ADP
brj-23216	248	19	anaerobic	anaerobic	ADJ
brj-23216	248	20	digestion	digestion	NOUN
brj-23216	248	21	(	(	PUNCT
brj-23216	248	22	al‑da’asen	al‑da’asen	NOUN
brj-23216	248	23	et	et	PROPN
brj-23216	248	24	al	al	PROPN
brj-23216	248	25	.	.	PROPN
brj-23216	248	26	2022	2022	NUM
brj-23216	248	27	)	)	PUNCT
brj-23216	248	28	.	.	PUNCT
brj-23216	249	1	the	the	DET
brj-23216	249	2	c	c	NOUN
brj-23216	249	3	/	/	SYM
brj-23216	249	4	n	n	NOUN
brj-23216	249	5	ratio	ratio	NOUN
brj-23216	249	6	of	of	ADP
brj-23216	249	7	the	the	DET
brj-23216	249	8	sludge	sludge	NOUN
brj-23216	249	9	(	(	PUNCT
brj-23216	249	10	7.01±0.32	7.01±0.32	PROPN
brj-23216	249	11	)	)	PUNCT
brj-23216	249	12	was	be	AUX
brj-23216	249	13	increased	increase	VERB
brj-23216	249	14	to	to	ADP
brj-23216	249	15	12.27±0.23	12.27±0.23	NUM
brj-23216	249	16	by	by	ADP
brj-23216	249	17	the	the	DET
brj-23216	249	18	addition	addition	NOUN
brj-23216	249	19	of	of	ADP
brj-23216	249	20	barley	barley	NOUN
brj-23216	249	21	straw	straw	NOUN
brj-23216	249	22	to	to	ADP
brj-23216	249	23	the	the	DET
brj-23216	249	24	sludge	sludge	NOUN
brj-23216	249	25	.	.	PUNCT
brj-23216	250	1	figure	figure	NOUN
brj-23216	250	2	4	4	NUM
brj-23216	250	3	illustrates	illustrate	VERB
brj-23216	250	4	the	the	DET
brj-23216	250	5	cumulative	cumulative	ADJ
brj-23216	250	6	methane	methane	NOUN
brj-23216	250	7	production	production	NOUN
brj-23216	250	8	from	from	ADP
brj-23216	250	9	the	the	DET
brj-23216	250	10	different	different	ADJ
brj-23216	250	11	100	100	NUM
brj-23216	250	12	200	200	NUM
brj-23216	250	13	300	300	NUM
brj-23216	250	14	400	400	NUM
brj-23216	250	15	500	500	NUM
brj-23216	250	16	600	600	NUM
brj-23216	250	17	700	700	NUM
brj-23216	250	18	800	800	NUM
brj-23216	250	19	temperature	temperature	NOUN
brj-23216	250	20	(	(	PUNCT
brj-23216	250	21	ºc	ºc	NOUN
brj-23216	250	22	)	)	PUNCT
brj-23216	250	23	0	0	NUM
brj-23216	251	1	20	20	NUM
brj-23216	251	2	40	40	NUM
brj-23216	251	3	60	60	NUM
brj-23216	251	4	80	80	NUM
brj-23216	251	5	100	100	NUM
brj-23216	251	6	120	120	NUM
brj-23216	251	7	140	140	NUM
brj-23216	251	8	m	m	NOUN
brj-23216	251	9	a	a	DET
brj-23216	251	10	s	s	X
brj-23216	251	11	s	s	NOUN
brj-23216	251	12	l	l	NOUN
brj-23216	252	1	o	o	X
brj-23216	252	2	s	s	X
brj-23216	252	3	s	s	X
brj-23216	252	4	(	(	PUNCT
brj-23216	252	5	%	%	NOUN
brj-23216	252	6	)	)	PUNCT
brj-23216	252	7	-0.100	-0.100	PUNCT
brj-23216	252	8	-0.080	-0.080	PUNCT
brj-23216	252	9	-0.060	-0.060	NOUN
brj-23216	252	10	-0.040	-0.040	X
brj-23216	252	11	-0.020	-0.020	X
brj-23216	252	12	0.000	0.000	NUM
brj-23216	252	13	d	d	NOUN
brj-23216	252	14	t	t	X
brj-23216	252	15	g	g	PROPN
brj-23216	252	16	(	(	PUNCT
brj-23216	252	17	m	m	VERB
brj-23216	252	18	g	g	NOUN
brj-23216	252	19	/s	/s	X
brj-23216	252	20	e	e	PROPN
brj-23216	252	21	c	c	X
brj-23216	252	22	)	)	PUNCT
brj-23216	253	1	dtg	dtg	PROPN
brj-23216	253	2	(	(	PUNCT
brj-23216	253	3	t0	t0	PROPN
brj-23216	253	4	)	)	PUNCT
brj-23216	253	5	dtg	dtg	PROPN
brj-23216	253	6	(	(	PUNCT
brj-23216	253	7	t1	t1	NOUN
brj-23216	253	8	)	)	PUNCT
brj-23216	253	9	dtg	dtg	PROPN
brj-23216	253	10	(	(	PUNCT
brj-23216	253	11	t2	t2	PROPN
brj-23216	253	12	)	)	PUNCT
brj-23216	253	13	dtg	dtg	PROPN
brj-23216	253	14	(	(	PUNCT
brj-23216	253	15	t3	t3	PROPN
brj-23216	253	16	)	)	PUNCT
brj-23216	253	17	tga	tga	PROPN
brj-23216	253	18	(	(	PUNCT
brj-23216	253	19	t0	t0	PROPN
brj-23216	253	20	)	)	PUNCT
brj-23216	253	21	tga	tga	PROPN
brj-23216	253	22	(	(	PUNCT
brj-23216	253	23	t1	t1	PROPN
brj-23216	253	24	)	)	PUNCT
brj-23216	253	25	tga	tga	PROPN
brj-23216	253	26	(	(	PUNCT
brj-23216	253	27	t2	t2	PROPN
brj-23216	253	28	)	)	PUNCT
brj-23216	253	29	tga	tga	PROPN
brj-23216	253	30	(	(	PUNCT
brj-23216	253	31	t3	t3	PROPN
brj-23216	253	32	)	)	PUNCT
brj-23216	253	33	tga	tga	PROPN
brj-23216	253	34	dtg	dtg	PROPN
brj-23216	253	35	peer	peer	NOUN
brj-23216	253	36	-	-	PUNCT
brj-23216	253	37	reviewed	review	VERB
brj-23216	253	38	article	article	NOUN
brj-23216	253	39	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	253	40	alrowais	alrowais	PROPN
brj-23216	253	41	et	et	PROPN
brj-23216	253	42	al	al	PROPN
brj-23216	253	43	.	.	PROPN
brj-23216	254	1	(	(	PUNCT
brj-23216	254	2	2024	2024	NUM
brj-23216	254	3	)	)	PUNCT
brj-23216	254	4	.	.	PUNCT
brj-23216	255	1	“	"	PUNCT
brj-23216	255	2	methane	methane	NOUN
brj-23216	255	3	from	from	ADP
brj-23216	255	4	straw	straw	NOUN
brj-23216	255	5	&	&	CCONJ
brj-23216	255	6	sludge	sludge	PROPN
brj-23216	255	7	,	,	PUNCT
brj-23216	255	8	”	"	PUNCT
brj-23216	255	9	bioresources	bioresource	NOUN
brj-23216	255	10	19(2	19(2	NUM
brj-23216	255	11	)	)	PUNCT
brj-23216	255	12	,	,	PUNCT
brj-23216	255	13	2179	2179	NUM
brj-23216	255	14	-	-	SYM
brj-23216	255	15	2200	2200	NUM
brj-23216	255	16	.	.	PUNCT
brj-23216	256	1	2191	2191	NUM
brj-23216	256	2	reactors	reactor	NOUN
brj-23216	256	3	.	.	PUNCT
brj-23216	257	1	the	the	DET
brj-23216	257	2	cumulative	cumulative	ADJ
brj-23216	257	3	methane	methane	NOUN
brj-23216	257	4	production	production	NOUN
brj-23216	257	5	increased	increase	VERB
brj-23216	257	6	with	with	ADP
brj-23216	257	7	increasing	increase	VERB
brj-23216	257	8	digestion	digestion	NOUN
brj-23216	257	9	time	time	NOUN
brj-23216	257	10	,	,	PUNCT
brj-23216	257	11	and	and	CCONJ
brj-23216	257	12	after	after	ADP
brj-23216	257	13	day	day	NOUN
brj-23216	257	14	26	26	NUM
brj-23216	257	15	,	,	PUNCT
brj-23216	257	16	negligible	negligible	ADJ
brj-23216	257	17	methane	methane	NOUN
brj-23216	257	18	production	production	NOUN
brj-23216	257	19	was	be	AUX
brj-23216	257	20	detected	detect	VERB
brj-23216	257	21	.	.	PUNCT
brj-23216	258	1	reactor	reactor	NOUN
brj-23216	258	2	s	s	PROPN
brj-23216	258	3	(	(	PUNCT
brj-23216	258	4	solo	solo	NOUN
brj-23216	258	5	sludge	sludge	NOUN
brj-23216	258	6	)	)	PUNCT
brj-23216	258	7	recorded	record	VERB
brj-23216	258	8	a	a	DET
brj-23216	258	9	total	total	ADJ
brj-23216	258	10	methane	methane	NOUN
brj-23216	258	11	production	production	NOUN
brj-23216	258	12	of	of	ADP
brj-23216	258	13	97.01±5.31	97.01±5.31	PROPN
brj-23216	258	14	ml	ml	PROPN
brj-23216	258	15	/	/	SYM
brj-23216	258	16	g	g	NOUN
brj-23216	258	17	vs.	vs.	ADP
brj-23216	258	18	codigestion	codigestion	NOUN
brj-23216	258	19	with	with	ADP
brj-23216	258	20	the	the	DET
brj-23216	258	21	barley	barley	NOUN
brj-23216	258	22	straw	straw	NOUN
brj-23216	258	23	in	in	ADP
brj-23216	258	24	(	(	PUNCT
brj-23216	258	25	st0	st0	NOUN
brj-23216	258	26	)	)	PUNCT
brj-23216	258	27	increased	increase	VERB
brj-23216	258	28	the	the	DET
brj-23216	258	29	methane	methane	NOUN
brj-23216	258	30	production	production	NOUN
brj-23216	258	31	by	by	ADP
brj-23216	258	32	a	a	DET
brj-23216	258	33	factor	factor	NOUN
brj-23216	258	34	of	of	ADP
brj-23216	258	35	1.45	1.45	NUM
brj-23216	258	36	compared	compare	VERB
brj-23216	258	37	to	to	ADP
brj-23216	258	38	that	that	PRON
brj-23216	258	39	for	for	ADP
brj-23216	258	40	digestion	digestion	NOUN
brj-23216	258	41	of	of	ADP
brj-23216	258	42	sludge	sludge	NOUN
brj-23216	258	43	alone	alone	ADV
brj-23216	258	44	.	.	PUNCT
brj-23216	259	1	fig	fig	NOUN
brj-23216	259	2	.	.	PUNCT
brj-23216	260	1	4	4	X
brj-23216	260	2	.	.	NOUN
brj-23216	260	3	cumulative	cumulative	ADJ
brj-23216	260	4	methane	methane	NOUN
brj-23216	260	5	production	production	NOUN
brj-23216	260	6	from	from	ADP
brj-23216	260	7	different	different	ADJ
brj-23216	260	8	reactors	reactor	NOUN
brj-23216	260	9	rani	rani	PROPN
brj-23216	260	10	et	et	PROPN
brj-23216	260	11	al	al	PROPN
brj-23216	260	12	.	.	PROPN
brj-23216	261	1	(	(	PUNCT
brj-23216	261	2	2022	2022	NUM
brj-23216	261	3	)	)	PUNCT
brj-23216	261	4	investigated	investigate	VERB
brj-23216	261	5	anaerobic	anaerobic	NOUN
brj-23216	261	6	codigestion	codigestion	NOUN
brj-23216	261	7	with	with	ADP
brj-23216	261	8	raw	raw	ADJ
brj-23216	261	9	and	and	CCONJ
brj-23216	261	10	koh	koh	PROPN
brj-23216	261	11	-	-	PUNCT
brj-23216	261	12	pretreated	pretreate	VERB
brj-23216	261	13	wheat	wheat	NOUN
brj-23216	261	14	straw	straw	NOUN
brj-23216	261	15	and	and	CCONJ
brj-23216	261	16	showed	show	VERB
brj-23216	261	17	that	that	SCONJ
brj-23216	261	18	codigestion	codigestion	NOUN
brj-23216	261	19	helped	help	VERB
brj-23216	261	20	in	in	ADP
brj-23216	261	21	balancing	balance	VERB
brj-23216	261	22	the	the	DET
brj-23216	261	23	nutrients	nutrient	NOUN
brj-23216	261	24	;	;	PUNCT
brj-23216	261	25	hence	hence	ADV
brj-23216	261	26	,	,	PUNCT
brj-23216	261	27	optimizing	optimize	VERB
brj-23216	261	28	the	the	DET
brj-23216	261	29	conditions	condition	NOUN
brj-23216	261	30	for	for	ADP
brj-23216	261	31	methanogenesis	methanogenesis	NOUN
brj-23216	261	32	by	by	ADP
brj-23216	261	33	microbes	microbe	NOUN
brj-23216	261	34	and	and	CCONJ
brj-23216	261	35	pretreatment	pretreatment	NOUN
brj-23216	261	36	exposed	expose	VERB
brj-23216	261	37	the	the	DET
brj-23216	261	38	complex	complex	ADJ
brj-23216	261	39	materials	material	NOUN
brj-23216	261	40	to	to	ADP
brj-23216	261	41	methanogens	methanogen	NOUN
brj-23216	261	42	by	by	ADP
brj-23216	261	43	enhancing	enhance	VERB
brj-23216	261	44	depolymerization	depolymerization	NOUN
brj-23216	261	45	of	of	ADP
brj-23216	261	46	the	the	DET
brj-23216	261	47	celluloses	cellulose	NOUN
brj-23216	261	48	,	,	PUNCT
brj-23216	261	49	hemicelluloses	hemicellulose	NOUN
brj-23216	261	50	,	,	PUNCT
brj-23216	261	51	and	and	CCONJ
brj-23216	261	52	lignin	lignin	NOUN
brj-23216	261	53	.	.	PUNCT
brj-23216	262	1	in	in	ADP
brj-23216	262	2	the	the	DET
brj-23216	262	3	present	present	ADJ
brj-23216	262	4	study	study	NOUN
brj-23216	262	5	,	,	PUNCT
brj-23216	262	6	compared	compare	VERB
brj-23216	262	7	with	with	ADP
brj-23216	262	8	that	that	PRON
brj-23216	262	9	from	from	ADP
brj-23216	262	10	st0	st0	NOUN
brj-23216	262	11	,	,	PUNCT
brj-23216	262	12	the	the	DET
brj-23216	262	13	methane	methane	NOUN
brj-23216	262	14	production	production	NOUN
brj-23216	262	15	levels	level	NOUN
brj-23216	262	16	from	from	ADP
brj-23216	262	17	st1	st1	PROPN
brj-23216	262	18	,	,	PUNCT
brj-23216	262	19	st2	st2	NOUN
brj-23216	262	20	,	,	PUNCT
brj-23216	262	21	and	and	CCONJ
brj-23216	262	22	st3	st3	PROPN
brj-23216	262	23	were	be	AUX
brj-23216	262	24	1.62	1.62	NUM
brj-23216	262	25	,	,	PUNCT
brj-23216	262	26	1.99	1.99	NUM
brj-23216	262	27	,	,	PUNCT
brj-23216	262	28	and	and	CCONJ
brj-23216	262	29	2.57	2.57	NUM
brj-23216	262	30	-	-	ADJ
brj-23216	262	31	fold	fold	ADJ
brj-23216	262	32	higher	high	ADJ
brj-23216	262	33	,	,	PUNCT
brj-23216	262	34	respectively	respectively	ADV
brj-23216	262	35	.	.	PUNCT
brj-23216	263	1	this	this	PRON
brj-23216	263	2	was	be	AUX
brj-23216	263	3	attributed	attribute	VERB
brj-23216	263	4	to	to	ADP
brj-23216	263	5	the	the	DET
brj-23216	263	6	fact	fact	NOUN
brj-23216	263	7	that	that	SCONJ
brj-23216	263	8	the	the	DET
brj-23216	263	9	cellulose	cellulose	NOUN
brj-23216	263	10	in	in	ADP
brj-23216	263	11	the	the	DET
brj-23216	263	12	untreated	untreated	ADJ
brj-23216	263	13	straw	straw	NOUN
brj-23216	263	14	was	be	AUX
brj-23216	263	15	highly	highly	ADV
brj-23216	263	16	protected	protect	VERB
brj-23216	263	17	by	by	ADP
brj-23216	263	18	lignin	lignin	NOUN
brj-23216	263	19	and	and	CCONJ
brj-23216	263	20	hemicellulose	hemicellulose	NOUN
brj-23216	263	21	,	,	PUNCT
brj-23216	263	22	resulting	result	VERB
brj-23216	263	23	in	in	ADP
brj-23216	263	24	low	low	ADJ
brj-23216	263	25	accessibility	accessibility	NOUN
brj-23216	263	26	to	to	ADP
brj-23216	263	27	the	the	DET
brj-23216	263	28	active	active	ADJ
brj-23216	263	29	sites	site	NOUN
brj-23216	263	30	for	for	ADP
brj-23216	263	31	the	the	DET
brj-23216	263	32	cellulose	cellulose	NOUN
brj-23216	263	33	reaction	reaction	NOUN
brj-23216	263	34	;	;	PUNCT
brj-23216	263	35	thus	thus	ADV
brj-23216	263	36	,	,	PUNCT
brj-23216	263	37	less	less	ADJ
brj-23216	263	38	methane	methane	NOUN
brj-23216	263	39	production	production	NOUN
brj-23216	263	40	resulted	result	VERB
brj-23216	263	41	.	.	PUNCT
brj-23216	264	1	otherwise	otherwise	ADV
brj-23216	264	2	,	,	PUNCT
brj-23216	264	3	pretreatment	pretreatment	NOUN
brj-23216	264	4	of	of	ADP
brj-23216	264	5	the	the	DET
brj-23216	264	6	straw	straw	NOUN
brj-23216	264	7	broke	break	VERB
brj-23216	264	8	the	the	DET
brj-23216	264	9	physical	physical	ADJ
brj-23216	264	10	barrier	barrier	NOUN
brj-23216	264	11	and	and	CCONJ
brj-23216	264	12	hydrogen	hydrogen	NOUN
brj-23216	264	13	bonds	bond	NOUN
brj-23216	264	14	between	between	ADP
brj-23216	264	15	the	the	DET
brj-23216	264	16	lignin	lignin	NOUN
brj-23216	264	17	and	and	CCONJ
brj-23216	264	18	hemicellulose	hemicellulose	NOUN
brj-23216	264	19	and	and	CCONJ
brj-23216	264	20	increased	increase	VERB
brj-23216	264	21	the	the	DET
brj-23216	264	22	cellulose	cellulose	NOUN
brj-23216	264	23	accessibility	accessibility	NOUN
brj-23216	264	24	to	to	PART
brj-23216	264	25	enzymatic	enzymatic	VERB
brj-23216	264	26	hydrolysis	hydrolysis	NOUN
brj-23216	264	27	(	(	PUNCT
brj-23216	264	28	hassan	hassan	PROPN
brj-23216	264	29	et	et	PROPN
brj-23216	264	30	al	al	PROPN
brj-23216	264	31	.	.	PROPN
brj-23216	264	32	2016	2016	NUM
brj-23216	264	33	;	;	PUNCT
brj-23216	264	34	tan	tan	PROPN
brj-23216	264	35	et	et	PROPN
brj-23216	264	36	al	al	PROPN
brj-23216	264	37	.	.	PROPN
brj-23216	264	38	2021	2021	NUM
brj-23216	264	39	)	)	PUNCT
brj-23216	264	40	.	.	PUNCT
brj-23216	265	1	thus	thus	ADV
brj-23216	265	2	,	,	PUNCT
brj-23216	265	3	the	the	DET
brj-23216	265	4	digestibility	digestibility	NOUN
brj-23216	265	5	and	and	CCONJ
brj-23216	265	6	anaerobic	anaerobic	NOUN
brj-23216	265	7	digestion	digestion	NOUN
brj-23216	265	8	rate	rate	NOUN
brj-23216	265	9	,	,	PUNCT
brj-23216	265	10	biodegradation	biodegradation	NOUN
brj-23216	265	11	rate	rate	NOUN
brj-23216	265	12	,	,	PUNCT
brj-23216	265	13	and	and	CCONJ
brj-23216	265	14	overall	overall	ADJ
brj-23216	265	15	methane	methane	NOUN
brj-23216	265	16	yield	yield	NOUN
brj-23216	265	17	were	be	AUX
brj-23216	265	18	improved	improve	VERB
brj-23216	265	19	,	,	PUNCT
brj-23216	265	20	as	as	SCONJ
brj-23216	265	21	found	find	VERB
brj-23216	265	22	in	in	ADP
brj-23216	265	23	previous	previous	ADJ
brj-23216	265	24	studies	study	NOUN
brj-23216	265	25	(	(	PUNCT
brj-23216	265	26	hassan	hassan	PROPN
brj-23216	265	27	et	et	PROPN
brj-23216	265	28	al	al	PROPN
brj-23216	265	29	.	.	PROPN
brj-23216	265	30	2016	2016	NUM
brj-23216	265	31	;	;	PUNCT
brj-23216	265	32	nargotra	nargotra	PROPN
brj-23216	265	33	et	et	PROPN
brj-23216	265	34	al	al	PROPN
brj-23216	265	35	.	.	PROPN
brj-23216	265	36	2018	2018	NUM
brj-23216	265	37	;	;	PUNCT
brj-23216	265	38	memon	memon	PROPN
brj-23216	265	39	and	and	CCONJ
brj-23216	265	40	memon	memon	PROPN
brj-23216	265	41	2020	2020	NUM
brj-23216	265	42	;	;	PUNCT
brj-23216	265	43	ouahabi	ouahabi	NOUN
brj-23216	265	44	et	et	PROPN
brj-23216	265	45	al	al	PROPN
brj-23216	265	46	.	.	PROPN
brj-23216	265	47	2021	2021	NUM
brj-23216	265	48	;	;	PUNCT
brj-23216	265	49	tan	tan	PROPN
brj-23216	265	50	et	et	PROPN
brj-23216	265	51	al	al	PROPN
brj-23216	265	52	.	.	PROPN
brj-23216	265	53	2021	2021	NUM
brj-23216	265	54	,	,	PUNCT
brj-23216	265	55	2020	2020	NUM
brj-23216	265	56	)	)	PUNCT
brj-23216	265	57	.	.	PUNCT
brj-23216	266	1	in	in	ADP
brj-23216	266	2	the	the	DET
brj-23216	266	3	present	present	ADJ
brj-23216	266	4	study	study	NOUN
brj-23216	266	5	,	,	PUNCT
brj-23216	266	6	st3	st3	PROPN
brj-23216	266	7	exhibited	exhibit	VERB
brj-23216	266	8	the	the	DET
brj-23216	266	9	greatest	great	ADJ
brj-23216	266	10	improvement	improvement	NOUN
brj-23216	266	11	in	in	ADP
brj-23216	266	12	methane	methane	NOUN
brj-23216	266	13	production	production	NOUN
brj-23216	266	14	,	,	PUNCT
brj-23216	266	15	followed	follow	VERB
brj-23216	266	16	by	by	ADP
brj-23216	266	17	st2	st2	NOUN
brj-23216	266	18	and	and	CCONJ
brj-23216	266	19	st1	st1	PROPN
brj-23216	266	20	.	.	PUNCT
brj-23216	267	1	this	this	PRON
brj-23216	267	2	occurred	occur	VERB
brj-23216	267	3	because	because	SCONJ
brj-23216	267	4	the	the	DET
brj-23216	267	5	alkaline	alkaline	NOUN
brj-23216	267	6	naoh	naoh	NOUN
brj-23216	267	7	showed	show	VERB
brj-23216	267	8	excellent	excellent	ADJ
brj-23216	267	9	delignification	delignification	NOUN
brj-23216	267	10	performance	performance	NOUN
brj-23216	267	11	and	and	CCONJ
brj-23216	267	12	was	be	AUX
brj-23216	267	13	more	more	ADV
brj-23216	267	14	effective	effective	ADJ
brj-23216	267	15	than	than	ADP
brj-23216	267	16	the	the	DET
brj-23216	267	17	other	other	ADJ
brj-23216	267	18	alkaline	alkaline	NOUN
brj-23216	267	19	substances	substance	NOUN
brj-23216	267	20	in	in	ADP
brj-23216	267	21	enhancing	enhance	VERB
brj-23216	267	22	the	the	DET
brj-23216	267	23	digestibility	digestibility	NOUN
brj-23216	267	24	and	and	CCONJ
brj-23216	267	25	methane	methane	NOUN
brj-23216	267	26	production	production	NOUN
brj-23216	267	27	,	,	PUNCT
brj-23216	267	28	as	as	SCONJ
brj-23216	267	29	found	find	VERB
brj-23216	267	30	in	in	ADP
brj-23216	267	31	previous	previous	ADJ
brj-23216	267	32	0	0	NUM
brj-23216	267	33	50	50	NUM
brj-23216	267	34	100	100	NUM
brj-23216	267	35	150	150	NUM
brj-23216	267	36	200	200	NUM
brj-23216	267	37	250	250	NUM
brj-23216	267	38	300	300	NUM
brj-23216	267	39	350	350	NUM
brj-23216	267	40	400	400	NUM
brj-23216	267	41	0	0	NUM
brj-23216	267	42	5	5	NUM
brj-23216	267	43	10	10	NUM
brj-23216	267	44	15	15	NUM
brj-23216	267	45	20	20	NUM
brj-23216	267	46	25	25	NUM
brj-23216	267	47	30	30	NUM
brj-23216	267	48	c	c	NOUN
brj-23216	267	49	u	u	NOUN
brj-23216	267	50	m	m	NOUN
brj-23216	267	51	u	u	NOUN
brj-23216	267	52	la	la	X
brj-23216	267	53	ti	ti	X
brj-23216	267	54	v	v	ADP
brj-23216	267	55	e	e	X
brj-23216	267	56	m	m	NOUN
brj-23216	267	57	e	e	X
brj-23216	267	58	th	th	X
brj-23216	267	59	a	a	PRON
brj-23216	267	60	n	n	NOUN
brj-23216	267	61	e	e	NOUN
brj-23216	267	62	p	p	NOUN
brj-23216	267	63	ro	ro	X
brj-23216	267	64	d	d	X
brj-23216	267	65	u	u	X
brj-23216	267	66	c	c	NOUN
brj-23216	267	67	ti	ti	NOUN
brj-23216	267	68	o	o	NOUN
brj-23216	267	69	n	n	PROPN
brj-23216	267	70	(	(	PUNCT
brj-23216	267	71	m	m	VERB
brj-23216	267	72	l	l	NOUN
brj-23216	267	73	/g	/g	PUNCT
brj-23216	267	74	v	v	NUM
brj-23216	267	75	s	s	NOUN
brj-23216	267	76	)	)	PUNCT
brj-23216	267	77	time	time	NOUN
brj-23216	267	78	(	(	PUNCT
brj-23216	267	79	days	day	NOUN
brj-23216	267	80	)	)	PUNCT
brj-23216	267	81	s	s	PART
brj-23216	267	82	st0	st0	PROPN
brj-23216	267	83	st1	st1	PROPN
brj-23216	267	84	st2	st2	PROPN
brj-23216	267	85	st3	st3	PROPN
brj-23216	267	86	peer	peer	NOUN
brj-23216	267	87	-	-	PUNCT
brj-23216	267	88	reviewed	review	VERB
brj-23216	267	89	article	article	NOUN
brj-23216	267	90	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	267	91	alrowais	alrowais	PROPN
brj-23216	267	92	et	et	PROPN
brj-23216	267	93	al	al	PROPN
brj-23216	267	94	.	.	PROPN
brj-23216	268	1	(	(	PUNCT
brj-23216	268	2	2024	2024	NUM
brj-23216	268	3	)	)	PUNCT
brj-23216	268	4	.	.	PUNCT
brj-23216	269	1	“	"	PUNCT
brj-23216	269	2	methane	methane	NOUN
brj-23216	269	3	from	from	ADP
brj-23216	269	4	straw	straw	NOUN
brj-23216	269	5	&	&	CCONJ
brj-23216	269	6	sludge	sludge	PROPN
brj-23216	269	7	,	,	PUNCT
brj-23216	269	8	”	"	PUNCT
brj-23216	269	9	bioresources	bioresource	NOUN
brj-23216	269	10	19(2	19(2	NUM
brj-23216	269	11	)	)	PUNCT
brj-23216	269	12	,	,	PUNCT
brj-23216	269	13	2179	2179	NUM
brj-23216	269	14	-	-	SYM
brj-23216	269	15	2200	2200	NUM
brj-23216	269	16	.	.	PUNCT
brj-23216	270	1	2192	2192	NUM
brj-23216	271	1	studies	study	NOUN
brj-23216	271	2	(	(	PUNCT
brj-23216	271	3	fjørtoft	fjørtoft	ADV
brj-23216	271	4	et	et	PROPN
brj-23216	271	5	al	al	PROPN
brj-23216	271	6	.	.	PROPN
brj-23216	271	7	2019	2019	NUM
brj-23216	271	8	;	;	PUNCT
brj-23216	271	9	rezania	rezania	NOUN
brj-23216	271	10	et	et	PROPN
brj-23216	271	11	al	al	PROPN
brj-23216	271	12	.	.	PROPN
brj-23216	271	13	2020	2020	NUM
brj-23216	271	14	;	;	PUNCT
brj-23216	271	15	mirmohamadsadeghi	mirmohamadsadeghi	PROPN
brj-23216	271	16	et	et	PROPN
brj-23216	271	17	al	al	PROPN
brj-23216	271	18	.	.	PROPN
brj-23216	271	19	2021	2021	NUM
brj-23216	271	20	;	;	PUNCT
brj-23216	271	21	ouahabi	ouahabi	NOUN
brj-23216	271	22	et	et	PROPN
brj-23216	271	23	al	al	PROPN
brj-23216	271	24	.	.	PROPN
brj-23216	271	25	2021	2021	NUM
brj-23216	271	26	;	;	PUNCT
brj-23216	271	27	samar	samar	PROPN
brj-23216	271	28	et	et	PROPN
brj-23216	271	29	al	al	PROPN
brj-23216	271	30	.	.	PROPN
brj-23216	271	31	2021	2021	NUM
brj-23216	271	32	;	;	PUNCT
brj-23216	271	33	dumlu	dumlu	NOUN
brj-23216	271	34	et	et	PROPN
brj-23216	271	35	al	al	PROPN
brj-23216	271	36	.	.	PROPN
brj-23216	271	37	2021	2021	NUM
brj-23216	271	38	)	)	PUNCT
brj-23216	271	39	.	.	PUNCT
brj-23216	272	1	moreover	moreover	ADV
brj-23216	272	2	,	,	PUNCT
brj-23216	272	3	compared	compare	VERB
brj-23216	272	4	with	with	ADP
brj-23216	272	5	carbonate	carbonate	NOUN
brj-23216	272	6	radicals	radical	NOUN
brj-23216	272	7	,	,	PUNCT
brj-23216	272	8	hydroxyl	hydroxyl	NOUN
brj-23216	272	9	radicals	radical	NOUN
brj-23216	272	10	caused	cause	VERB
brj-23216	272	11	greater	great	ADJ
brj-23216	272	12	degradation	degradation	NOUN
brj-23216	272	13	of	of	ADP
brj-23216	272	14	straw	straw	NOUN
brj-23216	272	15	,	,	PUNCT
brj-23216	272	16	increased	increase	VERB
brj-23216	272	17	the	the	DET
brj-23216	272	18	accessibility	accessibility	NOUN
brj-23216	272	19	of	of	ADP
brj-23216	272	20	the	the	DET
brj-23216	272	21	substrate	substrate	NOUN
brj-23216	272	22	to	to	ADP
brj-23216	272	23	microorganisms	microorganism	NOUN
brj-23216	272	24	,	,	PUNCT
brj-23216	272	25	and	and	CCONJ
brj-23216	272	26	increased	increase	VERB
brj-23216	272	27	methane	methane	NOUN
brj-23216	272	28	production	production	NOUN
brj-23216	272	29	.	.	PUNCT
brj-23216	273	1	rani	rani	PROPN
brj-23216	273	2	et	et	PROPN
brj-23216	273	3	al	al	PROPN
brj-23216	273	4	.	.	PROPN
brj-23216	274	1	(	(	PUNCT
brj-23216	274	2	2022	2022	NUM
brj-23216	274	3	)	)	PUNCT
brj-23216	274	4	showed	show	VERB
brj-23216	274	5	that	that	SCONJ
brj-23216	274	6	alkaline	alkaline	NOUN
brj-23216	274	7	pretreatment	pretreatment	NOUN
brj-23216	274	8	of	of	ADP
brj-23216	274	9	wheat	wheat	NOUN
brj-23216	274	10	straw	straw	NOUN
brj-23216	274	11	with	with	ADP
brj-23216	274	12	koh	koh	PROPN
brj-23216	274	13	resulted	result	VERB
brj-23216	274	14	in	in	ADP
brj-23216	274	15	significant	significant	ADJ
brj-23216	274	16	changes	change	NOUN
brj-23216	274	17	in	in	ADP
brj-23216	274	18	the	the	DET
brj-23216	274	19	physical	physical	ADJ
brj-23216	274	20	and	and	CCONJ
brj-23216	274	21	chemical	chemical	NOUN
brj-23216	274	22	properties	property	NOUN
brj-23216	274	23	of	of	ADP
brj-23216	274	24	the	the	DET
brj-23216	274	25	substrates	substrate	NOUN
brj-23216	274	26	,	,	PUNCT
brj-23216	274	27	increased	increase	VERB
brj-23216	274	28	their	their	PRON
brj-23216	274	29	biodegradabilities	biodegradabilitie	NOUN
brj-23216	274	30	,	,	PUNCT
brj-23216	274	31	and	and	CCONJ
brj-23216	274	32	yielded	yield	VERB
brj-23216	274	33	greater	great	ADJ
brj-23216	274	34	biogas	biogas	NOUN
brj-23216	274	35	production	production	NOUN
brj-23216	274	36	than	than	ADP
brj-23216	274	37	pretreatment	pretreatment	NOUN
brj-23216	274	38	with	with	ADP
brj-23216	274	39	a	a	DET
brj-23216	274	40	complex	complex	ADJ
brj-23216	274	41	composition	composition	NOUN
brj-23216	274	42	.	.	PUNCT
brj-23216	275	1	peyrelasse	peyrelasse	INTJ
brj-23216	275	2	et	et	PROPN
brj-23216	275	3	al	al	PROPN
brj-23216	275	4	.	.	PROPN
brj-23216	276	1	(	(	PUNCT
brj-23216	276	2	2021	2021	NUM
brj-23216	276	3	)	)	PUNCT
brj-23216	276	4	also	also	ADV
brj-23216	276	5	reported	report	VERB
brj-23216	276	6	that	that	DET
brj-23216	276	7	codigestion	codigestion	NOUN
brj-23216	276	8	with	with	ADP
brj-23216	276	9	naoh	naoh	NOUN
brj-23216	276	10	-	-	PUNCT
brj-23216	276	11	pretreated	pretreate	VERB
brj-23216	276	12	wheat	wheat	NOUN
brj-23216	276	13	straw	straw	NOUN
brj-23216	276	14	provided	provide	VERB
brj-23216	276	15	a	a	DET
brj-23216	276	16	31	31	NUM
brj-23216	276	17	%	%	NOUN
brj-23216	276	18	greater	great	ADJ
brj-23216	276	19	methane	methane	NOUN
brj-23216	276	20	yield	yield	NOUN
brj-23216	276	21	than	than	ADP
brj-23216	276	22	that	that	PRON
brj-23216	276	23	of	of	ADP
brj-23216	276	24	untreated	untreated	ADJ
brj-23216	276	25	wheat	wheat	NOUN
brj-23216	276	26	straw	straw	NOUN
brj-23216	276	27	.	.	PUNCT
brj-23216	277	1	mirmohamadsadeghi	mirmohamadsadeghi	PROPN
brj-23216	277	2	et	et	PROPN
brj-23216	277	3	al	al	PROPN
brj-23216	277	4	.	.	PROPN
brj-23216	277	5	(	(	PUNCT
brj-23216	277	6	2021	2021	NUM
brj-23216	277	7	)	)	PUNCT
brj-23216	277	8	studied	study	VERB
brj-23216	277	9	a	a	DET
brj-23216	277	10	thermoalkaline	thermoalkaline	NOUN
brj-23216	277	11	pretreatment	pretreatment	NOUN
brj-23216	277	12	of	of	ADP
brj-23216	277	13	straw	straw	NOUN
brj-23216	277	14	with	with	ADP
brj-23216	277	15	naoh	naoh	NOUN
brj-23216	277	16	and	and	CCONJ
brj-23216	277	17	na2co3	na2co3	PROPN
brj-23216	277	18	,	,	PUNCT
brj-23216	277	19	and	and	CCONJ
brj-23216	277	20	naoh	naoh	NOUN
brj-23216	277	21	was	be	AUX
brj-23216	277	22	more	more	ADV
brj-23216	277	23	effective	effective	ADJ
brj-23216	277	24	than	than	ADP
brj-23216	277	25	na2co3	na2co3	ADJ
brj-23216	277	26	and	and	CCONJ
brj-23216	277	27	resulted	result	VERB
brj-23216	277	28	in	in	ADP
brj-23216	277	29	a	a	DET
brj-23216	277	30	higher	high	ADJ
brj-23216	277	31	methane	methane	NOUN
brj-23216	277	32	yield	yield	NOUN
brj-23216	277	33	.	.	PUNCT
brj-23216	278	1	thus	thus	ADV
brj-23216	278	2	,	,	PUNCT
brj-23216	278	3	naoh	naoh	PROPN
brj-23216	278	4	and	and	CCONJ
brj-23216	278	5	koh	koh	PROPN
brj-23216	278	6	were	be	AUX
brj-23216	278	7	the	the	DET
brj-23216	278	8	most	most	ADV
brj-23216	278	9	effective	effective	ADJ
brj-23216	278	10	alkali	alkali	ADJ
brj-23216	278	11	pretreatments	pretreatment	NOUN
brj-23216	278	12	for	for	ADP
brj-23216	278	13	improving	improve	VERB
brj-23216	278	14	biomass	biomass	NOUN
brj-23216	278	15	digestibility	digestibility	NOUN
brj-23216	278	16	(	(	PUNCT
brj-23216	278	17	ouahabi	ouahabi	NOUN
brj-23216	278	18	et	et	PROPN
brj-23216	278	19	al	al	PROPN
brj-23216	278	20	.	.	PROPN
brj-23216	278	21	2021	2021	NUM
brj-23216	278	22	;	;	PUNCT
brj-23216	278	23	meenakshisundaram	meenakshisundaram	PROPN
brj-23216	278	24	et	et	PROPN
brj-23216	278	25	al	al	PROPN
brj-23216	278	26	.	.	PROPN
brj-23216	278	27	2023	2023	NUM
brj-23216	278	28	)	)	PUNCT
brj-23216	278	29	.	.	PUNCT
brj-23216	279	1	the	the	DET
brj-23216	279	2	characteristics	characteristic	NOUN
brj-23216	279	3	of	of	ADP
brj-23216	279	4	the	the	DET
brj-23216	279	5	substrates	substrate	NOUN
brj-23216	279	6	from	from	ADP
brj-23216	279	7	the	the	DET
brj-23216	279	8	different	different	ADJ
brj-23216	279	9	reactors	reactor	NOUN
brj-23216	279	10	are	be	AUX
brj-23216	279	11	presented	present	VERB
brj-23216	279	12	in	in	ADP
brj-23216	279	13	table	table	NOUN
brj-23216	279	14	4	4	NUM
brj-23216	279	15	.	.	PUNCT
brj-23216	280	1	the	the	DET
brj-23216	280	2	addition	addition	NOUN
brj-23216	280	3	of	of	ADP
brj-23216	280	4	straw	straw	NOUN
brj-23216	280	5	to	to	ADP
brj-23216	280	6	the	the	DET
brj-23216	280	7	sludge	sludge	NOUN
brj-23216	280	8	had	have	VERB
brj-23216	280	9	a	a	DET
brj-23216	280	10	significant	significant	ADJ
brj-23216	280	11	effect	effect	NOUN
brj-23216	280	12	on	on	ADP
brj-23216	280	13	the	the	DET
brj-23216	280	14	characteristics	characteristic	NOUN
brj-23216	280	15	of	of	ADP
brj-23216	280	16	the	the	DET
brj-23216	280	17	substrate	substrate	NOUN
brj-23216	280	18	.	.	PUNCT
brj-23216	281	1	the	the	DET
brj-23216	281	2	ts	ts	ADJ
brj-23216	281	3	content	content	NOUN
brj-23216	281	4	of	of	ADP
brj-23216	281	5	the	the	DET
brj-23216	281	6	sludge	sludge	NOUN
brj-23216	281	7	in	in	ADP
brj-23216	281	8	the	the	DET
brj-23216	281	9	first	first	ADJ
brj-23216	281	10	reactor	reactor	NOUN
brj-23216	281	11	(	(	PUNCT
brj-23216	281	12	s	s	X
brj-23216	281	13	)	)	PUNCT
brj-23216	281	14	was	be	AUX
brj-23216	281	15	1.45±0.01	1.45±0.01	NUM
brj-23216	281	16	%	%	NOUN
brj-23216	281	17	,	,	PUNCT
brj-23216	281	18	while	while	SCONJ
brj-23216	281	19	it	it	PRON
brj-23216	281	20	increased	increase	VERB
brj-23216	281	21	to	to	ADP
brj-23216	281	22	2.36±0.02	2.36±0.02	NUM
brj-23216	281	23	%	%	NOUN
brj-23216	281	24	with	with	ADP
brj-23216	281	25	the	the	DET
brj-23216	281	26	addition	addition	NOUN
brj-23216	281	27	of	of	ADP
brj-23216	281	28	(	(	PUNCT
brj-23216	281	29	raw	raw	ADJ
brj-23216	281	30	/	/	SYM
brj-23216	281	31	pretreated	pretreate	VERB
brj-23216	281	32	)	)	PUNCT
brj-23216	281	33	straw	straw	NOUN
brj-23216	281	34	to	to	ADP
brj-23216	281	35	the	the	DET
brj-23216	281	36	different	different	ADJ
brj-23216	281	37	reactors	reactor	NOUN
brj-23216	281	38	.	.	PUNCT
brj-23216	282	1	the	the	DET
brj-23216	282	2	vs	vs	ADP
brj-23216	282	3	content	content	NOUN
brj-23216	282	4	for	for	ADP
brj-23216	282	5	s	s	PROPN
brj-23216	282	6	was	be	AUX
brj-23216	282	7	1.04±0.00	1.04±0.00	NUM
brj-23216	282	8	%	%	NOUN
brj-23216	282	9	,	,	PUNCT
brj-23216	282	10	while	while	SCONJ
brj-23216	282	11	it	it	PRON
brj-23216	282	12	increased	increase	VERB
brj-23216	282	13	in	in	ADP
brj-23216	282	14	st0	st0	NOUN
brj-23216	282	15	to	to	ADP
brj-23216	282	16	1.90±0.03	1.90±0.03	NUM
brj-23216	282	17	%	%	NOUN
brj-23216	282	18	after	after	ADP
brj-23216	282	19	straw	straw	NOUN
brj-23216	282	20	addition	addition	NOUN
brj-23216	282	21	and	and	CCONJ
brj-23216	282	22	was	be	AUX
brj-23216	282	23	slightly	slightly	ADV
brj-23216	282	24	lower	low	ADJ
brj-23216	282	25	for	for	ADP
brj-23216	282	26	reactors	reactor	NOUN
brj-23216	282	27	st1	st1	PROPN
brj-23216	282	28	,	,	PUNCT
brj-23216	282	29	st2	st2	NOUN
brj-23216	282	30	,	,	PUNCT
brj-23216	282	31	and	and	CCONJ
brj-23216	282	32	st3	st3	VERB
brj-23216	282	33	for	for	ADP
brj-23216	282	34	pretreated	pretreate	VERB
brj-23216	282	35	straw	straw	NOUN
brj-23216	282	36	(	(	PUNCT
brj-23216	282	37	1.77±0.03	1.77±0.03	NUM
brj-23216	282	38	and	and	CCONJ
brj-23216	282	39	1.81±0.02	1.81±0.02	NUM
brj-23216	282	40	%	%	NOUN
brj-23216	282	41	)	)	PUNCT
brj-23216	282	42	.	.	PUNCT
brj-23216	283	1	this	this	PRON
brj-23216	283	2	occurred	occur	VERB
brj-23216	283	3	because	because	SCONJ
brj-23216	283	4	of	of	ADP
brj-23216	283	5	the	the	DET
brj-23216	283	6	effect	effect	NOUN
brj-23216	283	7	of	of	ADP
brj-23216	283	8	the	the	DET
brj-23216	283	9	alkali	alkali	ADJ
brj-23216	283	10	pretreatment	pretreatment	NOUN
brj-23216	283	11	on	on	ADP
brj-23216	283	12	the	the	DET
brj-23216	283	13	degradation	degradation	NOUN
brj-23216	283	14	of	of	ADP
brj-23216	283	15	hemicellulose	hemicellulose	NOUN
brj-23216	283	16	,	,	PUNCT
brj-23216	283	17	which	which	PRON
brj-23216	283	18	caused	cause	VERB
brj-23216	283	19	a	a	DET
brj-23216	283	20	decrease	decrease	NOUN
brj-23216	283	21	in	in	ADP
brj-23216	283	22	the	the	DET
brj-23216	283	23	solid	solid	ADJ
brj-23216	283	24	content	content	NOUN
brj-23216	283	25	of	of	ADP
brj-23216	283	26	the	the	DET
brj-23216	283	27	straw	straw	NOUN
brj-23216	283	28	(	(	PUNCT
brj-23216	283	29	tan	tan	NOUN
brj-23216	283	30	et	et	PROPN
brj-23216	283	31	al	al	PROPN
brj-23216	283	32	.	.	PROPN
brj-23216	283	33	2021	2021	NUM
brj-23216	283	34	)	)	PUNCT
brj-23216	283	35	.	.	PUNCT
brj-23216	284	1	the	the	DET
brj-23216	284	2	cod	cod	NOUN
brj-23216	284	3	value	value	NOUN
brj-23216	284	4	for	for	ADP
brj-23216	284	5	s	s	PROPN
brj-23216	284	6	was	be	AUX
brj-23216	284	7	23.20±0.04	23.20±0.04	NUM
brj-23216	284	8	g	g	NOUN
brj-23216	284	9	/	/	SYM
brj-23216	284	10	l	l	NOUN
brj-23216	284	11	,	,	PUNCT
brj-23216	284	12	and	and	CCONJ
brj-23216	284	13	this	this	PRON
brj-23216	284	14	was	be	AUX
brj-23216	284	15	increased	increase	VERB
brj-23216	284	16	by	by	ADP
brj-23216	284	17	the	the	DET
brj-23216	284	18	addition	addition	NOUN
brj-23216	284	19	of	of	ADP
brj-23216	284	20	raw	raw	ADJ
brj-23216	284	21	straw	straw	NOUN
brj-23216	284	22	to	to	ADP
brj-23216	284	23	40.20±0.37	40.20±0.37	PROPN
brj-23216	284	24	g	g	NOUN
brj-23216	284	25	/	/	SYM
brj-23216	284	26	l	l	NOUN
brj-23216	284	27	for	for	ADP
brj-23216	284	28	st0	st0	NOUN
brj-23216	284	29	,	,	PUNCT
brj-23216	284	30	while	while	SCONJ
brj-23216	284	31	lower	low	ADJ
brj-23216	284	32	values	value	NOUN
brj-23216	284	33	were	be	AUX
brj-23216	284	34	detected	detect	VERB
brj-23216	284	35	after	after	ADP
brj-23216	284	36	the	the	DET
brj-23216	284	37	addition	addition	NOUN
brj-23216	284	38	of	of	ADP
brj-23216	284	39	pretreatment	pretreatment	NOUN
brj-23216	284	40	and	and	CCONJ
brj-23216	284	41	were	be	AUX
brj-23216	284	42	in	in	ADP
brj-23216	284	43	the	the	DET
brj-23216	284	44	range	range	NOUN
brj-23216	284	45	34.21±0.24	34.21±0.24	NUM
brj-23216	284	46	to	to	ADP
brj-23216	284	47	36.60±0.27	36.60±0.27	NUM
brj-23216	284	48	g	g	NOUN
brj-23216	284	49	/	/	SYM
brj-23216	284	50	l	l	NOUN
brj-23216	284	51	for	for	ADP
brj-23216	284	52	the	the	DET
brj-23216	284	53	remaining	remain	VERB
brj-23216	284	54	reactors	reactor	NOUN
brj-23216	284	55	.	.	PUNCT
brj-23216	285	1	this	this	DET
brj-23216	285	2	difference	difference	NOUN
brj-23216	285	3	was	be	AUX
brj-23216	285	4	attributed	attribute	VERB
brj-23216	285	5	to	to	ADP
brj-23216	285	6	precipitation	precipitation	NOUN
brj-23216	285	7	of	of	ADP
brj-23216	285	8	complex	complex	ADJ
brj-23216	285	9	compounds	compound	NOUN
brj-23216	285	10	due	due	ADJ
brj-23216	285	11	to	to	ADP
brj-23216	285	12	alkaline	alkaline	NOUN
brj-23216	285	13	pretreatment	pretreatment	NOUN
brj-23216	285	14	of	of	ADP
brj-23216	285	15	the	the	DET
brj-23216	285	16	straw	straw	NOUN
brj-23216	285	17	,	,	PUNCT
brj-23216	285	18	as	as	SCONJ
brj-23216	285	19	found	find	VERB
brj-23216	285	20	in	in	ADP
brj-23216	285	21	previous	previous	ADJ
brj-23216	285	22	studies	study	NOUN
brj-23216	285	23	(	(	PUNCT
brj-23216	285	24	liu	liu	PROPN
brj-23216	285	25	et	et	PROPN
brj-23216	285	26	al	al	PROPN
brj-23216	285	27	.	.	PROPN
brj-23216	285	28	2015	2015	NUM
brj-23216	285	29	;	;	PUNCT
brj-23216	286	1	rani	rani	PROPN
brj-23216	286	2	et	et	PROPN
brj-23216	286	3	al	al	PROPN
brj-23216	286	4	.	.	PROPN
brj-23216	286	5	2022	2022	NUM
brj-23216	286	6	)	)	PUNCT
brj-23216	286	7	.	.	PUNCT
brj-23216	287	1	the	the	DET
brj-23216	287	2	ph	ph	PROPN
brj-23216	287	3	for	for	ADP
brj-23216	287	4	s	s	PROPN
brj-23216	287	5	was	be	AUX
brj-23216	287	6	7.10±0.04	7.10±0.04	NUM
brj-23216	287	7	and	and	CCONJ
brj-23216	287	8	decreased	decrease	VERB
brj-23216	287	9	to	to	ADP
brj-23216	287	10	6.86±0.01	6.86±0.01	NUM
brj-23216	287	11	in	in	ADP
brj-23216	287	12	st0	st0	NOUN
brj-23216	287	13	after	after	ADP
brj-23216	287	14	the	the	DET
brj-23216	287	15	addition	addition	NOUN
brj-23216	287	16	of	of	ADP
brj-23216	287	17	raw	raw	ADJ
brj-23216	287	18	straw	straw	NOUN
brj-23216	287	19	to	to	ADP
brj-23216	287	20	the	the	DET
brj-23216	287	21	sludge	sludge	NOUN
brj-23216	287	22	.	.	PUNCT
brj-23216	288	1	moreover	moreover	ADV
brj-23216	288	2	,	,	PUNCT
brj-23216	288	3	the	the	DET
brj-23216	288	4	addition	addition	NOUN
brj-23216	288	5	of	of	ADP
brj-23216	288	6	pretreated	pretreate	VERB
brj-23216	288	7	straw	straw	NOUN
brj-23216	288	8	to	to	ADP
brj-23216	288	9	the	the	DET
brj-23216	288	10	sludge	sludge	NOUN
brj-23216	288	11	resulted	result	VERB
brj-23216	288	12	in	in	ADP
brj-23216	288	13	higher	high	ADJ
brj-23216	288	14	ph	ph	ADJ
brj-23216	288	15	values	value	NOUN
brj-23216	288	16	than	than	ADP
brj-23216	288	17	those	those	PRON
brj-23216	288	18	from	from	ADP
brj-23216	288	19	the	the	DET
brj-23216	288	20	addition	addition	NOUN
brj-23216	288	21	of	of	ADP
brj-23216	288	22	untreated	untreated	ADJ
brj-23216	288	23	straw	straw	NOUN
brj-23216	288	24	,	,	PUNCT
brj-23216	288	25	ranging	range	VERB
brj-23216	288	26	between	between	ADP
brj-23216	288	27	6.89±0.01	6.89±0.01	NOUN
brj-23216	288	28	and	and	CCONJ
brj-23216	288	29	6.95±0.02	6.95±0.02	NUM
brj-23216	288	30	.	.	PUNCT
brj-23216	289	1	this	this	PRON
brj-23216	289	2	was	be	AUX
brj-23216	289	3	due	due	ADJ
brj-23216	289	4	to	to	ADP
brj-23216	289	5	the	the	DET
brj-23216	289	6	straw	straw	NOUN
brj-23216	289	7	alkali	alkali	ADJ
brj-23216	289	8	pretreatment	pretreatment	NOUN
brj-23216	289	9	,	,	PUNCT
brj-23216	289	10	as	as	SCONJ
brj-23216	289	11	found	find	VERB
brj-23216	289	12	in	in	ADP
brj-23216	289	13	previous	previous	ADJ
brj-23216	289	14	studies	study	NOUN
brj-23216	289	15	(	(	PUNCT
brj-23216	289	16	jaffar	jaffar	PROPN
brj-23216	289	17	et	et	PROPN
brj-23216	289	18	al	al	PROPN
brj-23216	289	19	.	.	PROPN
brj-23216	289	20	2016	2016	NUM
brj-23216	289	21	;	;	PUNCT
brj-23216	289	22	memon	memon	PROPN
brj-23216	289	23	and	and	CCONJ
brj-23216	289	24	memon	memon	PROPN
brj-23216	289	25	2020	2020	NUM
brj-23216	289	26	)	)	PUNCT
brj-23216	289	27	.	.	PUNCT
brj-23216	290	1	in	in	ADP
brj-23216	290	2	these	these	DET
brj-23216	290	3	studies	study	NOUN
brj-23216	290	4	,	,	PUNCT
brj-23216	290	5	alkaline	alkaline	NOUN
brj-23216	290	6	pretreatment	pretreatment	NOUN
brj-23216	290	7	of	of	ADP
brj-23216	290	8	the	the	DET
brj-23216	290	9	straw	straw	NOUN
brj-23216	290	10	with	with	ADP
brj-23216	290	11	koh	koh	PROPN
brj-23216	290	12	increased	increase	VERB
brj-23216	290	13	the	the	DET
brj-23216	290	14	ph	ph	NOUN
brj-23216	290	15	above	above	ADP
brj-23216	290	16	that	that	PRON
brj-23216	290	17	of	of	ADP
brj-23216	290	18	untreated	untreated	ADJ
brj-23216	290	19	straw	straw	NOUN
brj-23216	290	20	.	.	PUNCT
brj-23216	291	1	it	it	PRON
brj-23216	291	2	was	be	AUX
brj-23216	291	3	also	also	ADV
brj-23216	291	4	observed	observe	VERB
brj-23216	291	5	that	that	SCONJ
brj-23216	291	6	,	,	PUNCT
brj-23216	291	7	among	among	ADP
brj-23216	291	8	the	the	DET
brj-23216	291	9	different	different	ADJ
brj-23216	291	10	pretreatment	pretreatment	NOUN
brj-23216	291	11	methods	method	NOUN
brj-23216	291	12	,	,	PUNCT
brj-23216	291	13	st3	st3	PROPN
brj-23216	291	14	showed	show	VERB
brj-23216	291	15	the	the	DET
brj-23216	291	16	lowest	low	ADJ
brj-23216	291	17	values	value	NOUN
brj-23216	291	18	for	for	ADP
brj-23216	291	19	the	the	DET
brj-23216	291	20	different	different	ADJ
brj-23216	291	21	parameters	parameter	NOUN
brj-23216	291	22	,	,	PUNCT
brj-23216	291	23	indicating	indicate	VERB
brj-23216	291	24	that	that	SCONJ
brj-23216	291	25	this	this	PRON
brj-23216	291	26	was	be	AUX
brj-23216	291	27	the	the	DET
brj-23216	291	28	most	most	ADV
brj-23216	291	29	efficient	efficient	ADJ
brj-23216	291	30	pretreatment	pretreatment	NOUN
brj-23216	291	31	method	method	NOUN
brj-23216	291	32	.	.	PUNCT
brj-23216	292	1	the	the	DET
brj-23216	292	2	ts	ts	NOUN
brj-23216	292	3	,	,	PUNCT
brj-23216	292	4	vs	vs	ADP
brj-23216	292	5	,	,	PUNCT
brj-23216	292	6	and	and	CCONJ
brj-23216	292	7	cod	cod	NOUN
brj-23216	292	8	values	value	NOUN
brj-23216	292	9	for	for	ADP
brj-23216	292	10	the	the	DET
brj-23216	292	11	different	different	ADJ
brj-23216	292	12	reactors	reactor	NOUN
brj-23216	292	13	decreased	decrease	VERB
brj-23216	292	14	after	after	ADP
brj-23216	292	15	digestion	digestion	NOUN
brj-23216	292	16	due	due	ADP
brj-23216	292	17	to	to	ADP
brj-23216	292	18	biodegradation	biodegradation	NOUN
brj-23216	292	19	of	of	ADP
brj-23216	292	20	the	the	DET
brj-23216	292	21	organic	organic	ADJ
brj-23216	292	22	matter	matter	NOUN
brj-23216	292	23	into	into	ADP
brj-23216	292	24	biogas	biogas	NOUN
brj-23216	292	25	(	(	PUNCT
brj-23216	292	26	table	table	NOUN
brj-23216	292	27	4	4	NUM
brj-23216	292	28	)	)	PUNCT
brj-23216	292	29	.	.	PUNCT
brj-23216	293	1	the	the	DET
brj-23216	293	2	percentages	percentage	NOUN
brj-23216	293	3	of	of	ADP
brj-23216	293	4	ts	ts	X
brj-23216	293	5	and	and	CCONJ
brj-23216	293	6	vs	vs	ADP
brj-23216	293	7	removed	remove	VERB
brj-23216	293	8	from	from	ADP
brj-23216	293	9	s	s	PRON
brj-23216	293	10	were	be	AUX
brj-23216	293	11	43.4	43.4	NUM
brj-23216	293	12	%	%	NOUN
brj-23216	293	13	and	and	CCONJ
brj-23216	293	14	54.0	54.0	NUM
brj-23216	293	15	%	%	NOUN
brj-23216	293	16	,	,	PUNCT
brj-23216	293	17	respectively	respectively	ADV
brj-23216	293	18	.	.	PUNCT
brj-23216	294	1	meanwhile	meanwhile	ADV
brj-23216	294	2	,	,	PUNCT
brj-23216	294	3	st0	st0	NOUN
brj-23216	294	4	showed	show	VERB
brj-23216	294	5	higher	high	ADJ
brj-23216	294	6	percentages	percentage	NOUN
brj-23216	294	7	of	of	ADP
brj-23216	294	8	ts	ts	X
brj-23216	294	9	and	and	CCONJ
brj-23216	294	10	vs	vs	ADP
brj-23216	294	11	removed	remove	VERB
brj-23216	294	12	,	,	PUNCT
brj-23216	294	13	47.03	47.03	NUM
brj-23216	294	14	%	%	NOUN
brj-23216	294	15	and	and	CCONJ
brj-23216	294	16	56.32	56.32	NUM
brj-23216	294	17	%	%	NOUN
brj-23216	294	18	,	,	PUNCT
brj-23216	294	19	respectively	respectively	ADV
brj-23216	294	20	.	.	PUNCT
brj-23216	295	1	moreover	moreover	ADV
brj-23216	295	2	,	,	PUNCT
brj-23216	295	3	the	the	DET
brj-23216	295	4	reactors	reactor	NOUN
brj-23216	295	5	with	with	ADP
brj-23216	295	6	pretreated	pretreate	VERB
brj-23216	295	7	straw	straw	NOUN
brj-23216	295	8	showed	show	VERB
brj-23216	295	9	higher	high	ADJ
brj-23216	295	10	removal	removal	NOUN
brj-23216	295	11	ratios	ratio	NOUN
brj-23216	295	12	than	than	ADP
brj-23216	295	13	those	those	PRON
brj-23216	295	14	with	with	ADP
brj-23216	295	15	untreated	untreated	ADJ
brj-23216	295	16	straw	straw	NOUN
brj-23216	295	17	,	,	PUNCT
brj-23216	295	18	with	with	ADP
brj-23216	295	19	ranges	range	NOUN
brj-23216	295	20	of	of	ADP
brj-23216	295	21	53.0	53.0	NUM
brj-23216	295	22	to	to	PART
brj-23216	295	23	59.3	59.3	NUM
brj-23216	295	24	%	%	NOUN
brj-23216	295	25	and	and	CCONJ
brj-23216	295	26	60.7	60.7	NUM
brj-23216	295	27	to	to	PART
brj-23216	295	28	67.2	67.2	NUM
brj-23216	295	29	%	%	NOUN
brj-23216	295	30	for	for	ADP
brj-23216	295	31	ts	ts	X
brj-23216	295	32	and	and	CCONJ
brj-23216	295	33	vs	vs	ADP
brj-23216	295	34	,	,	PUNCT
brj-23216	295	35	respectively	respectively	ADV
brj-23216	295	36	.	.	PUNCT
brj-23216	296	1	this	this	PRON
brj-23216	296	2	occurred	occur	VERB
brj-23216	296	3	because	because	SCONJ
brj-23216	296	4	pretreated	pretreate	VERB
brj-23216	296	5	straw	straw	NOUN
brj-23216	296	6	was	be	AUX
brj-23216	296	7	more	more	ADV
brj-23216	296	8	biodegradable	biodegradable	ADJ
brj-23216	296	9	than	than	ADP
brj-23216	296	10	untreated	untreated	ADJ
brj-23216	296	11	straw	straw	NOUN
brj-23216	296	12	(	(	PUNCT
brj-23216	296	13	jaffar	jaffar	PROPN
brj-23216	296	14	et	et	PROPN
brj-23216	296	15	al	al	PROPN
brj-23216	296	16	.	.	PROPN
brj-23216	296	17	2016	2016	NUM
brj-23216	296	18	)	)	PUNCT
brj-23216	296	19	.	.	PUNCT
brj-23216	297	1	thus	thus	ADV
brj-23216	297	2	,	,	PUNCT
brj-23216	297	3	compared	compare	VERB
brj-23216	297	4	with	with	ADP
brj-23216	297	5	no	no	DET
brj-23216	297	6	pretreatment	pretreatment	NOUN
brj-23216	297	7	,	,	PUNCT
brj-23216	297	8	the	the	DET
brj-23216	297	9	alkali	alkali	ADJ
brj-23216	297	10	pretreatment	pretreatment	NOUN
brj-23216	297	11	produced	produce	VERB
brj-23216	297	12	desirable	desirable	ADJ
brj-23216	297	13	changes	change	NOUN
brj-23216	297	14	in	in	ADP
brj-23216	297	15	the	the	DET
brj-23216	297	16	barley	barley	NOUN
brj-23216	297	17	straw	straw	NOUN
brj-23216	297	18	characteristics	characteristic	NOUN
brj-23216	297	19	,	,	PUNCT
brj-23216	297	20	and	and	CCONJ
brj-23216	297	21	it	it	PRON
brj-23216	297	22	improved	improve	VERB
brj-23216	297	23	the	the	DET
brj-23216	297	24	degradation	degradation	NOUN
brj-23216	297	25	efficiency	efficiency	NOUN
brj-23216	297	26	via	via	ADP
brj-23216	297	27	ts	ts	X
brj-23216	297	28	and	and	CCONJ
brj-23216	297	29	vs	vs	ADP
brj-23216	297	30	losses	loss	NOUN
brj-23216	297	31	,	,	PUNCT
brj-23216	297	32	resulting	result	VERB
brj-23216	297	33	in	in	ADP
brj-23216	297	34	greater	great	ADJ
brj-23216	297	35	solid	solid	ADJ
brj-23216	297	36	reduction	reduction	NOUN
brj-23216	297	37	(	(	PUNCT
brj-23216	297	38	jaffar	jaffar	PROPN
brj-23216	297	39	et	et	PROPN
brj-23216	297	40	al	al	PROPN
brj-23216	297	41	.	.	PROPN
brj-23216	297	42	2016	2016	NUM
brj-23216	297	43	;	;	PUNCT
brj-23216	297	44	rani	rani	PROPN
brj-23216	297	45	et	et	PROPN
brj-23216	297	46	al	al	PROPN
brj-23216	297	47	.	.	PROPN
brj-23216	297	48	2022	2022	NUM
brj-23216	297	49	)	)	PUNCT
brj-23216	297	50	.	.	PUNCT
brj-23216	298	1	furthermore	furthermore	ADV
brj-23216	298	2	,	,	PUNCT
brj-23216	298	3	the	the	DET
brj-23216	298	4	highest	high	ADJ
brj-23216	298	5	removal	removal	NOUN
brj-23216	298	6	percentage	percentage	NOUN
brj-23216	298	7	was	be	AUX
brj-23216	298	8	found	find	VERB
brj-23216	298	9	in	in	ADP
brj-23216	298	10	the	the	DET
brj-23216	298	11	case	case	NOUN
brj-23216	298	12	of	of	ADP
brj-23216	298	13	st3	st3	PROPN
brj-23216	298	14	,	,	PUNCT
brj-23216	298	15	while	while	SCONJ
brj-23216	298	16	st1	st1	PROPN
brj-23216	298	17	had	have	VERB
brj-23216	298	18	peer	peer	NOUN
brj-23216	298	19	-	-	PUNCT
brj-23216	298	20	reviewed	review	VERB
brj-23216	298	21	article	article	NOUN
brj-23216	298	22	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	298	23	alrowais	alrowais	PROPN
brj-23216	298	24	et	et	PROPN
brj-23216	298	25	al	al	PROPN
brj-23216	298	26	.	.	PROPN
brj-23216	299	1	(	(	PUNCT
brj-23216	299	2	2024	2024	NUM
brj-23216	299	3	)	)	PUNCT
brj-23216	299	4	.	.	PUNCT
brj-23216	300	1	“	"	PUNCT
brj-23216	300	2	methane	methane	NOUN
brj-23216	300	3	from	from	ADP
brj-23216	300	4	straw	straw	NOUN
brj-23216	300	5	&	&	CCONJ
brj-23216	300	6	sludge	sludge	PROPN
brj-23216	300	7	,	,	PUNCT
brj-23216	300	8	”	"	PUNCT
brj-23216	300	9	bioresources	bioresource	NOUN
brj-23216	300	10	19(2	19(2	NUM
brj-23216	300	11	)	)	PUNCT
brj-23216	300	12	,	,	PUNCT
brj-23216	300	13	2179	2179	NUM
brj-23216	300	14	-	-	SYM
brj-23216	300	15	2200	2200	NUM
brj-23216	300	16	.	.	PUNCT
brj-23216	300	17	2193	2193	NUM
brj-23216	300	18	the	the	DET
brj-23216	300	19	lowest	low	ADJ
brj-23216	300	20	removal	removal	NOUN
brj-23216	300	21	percentage	percentage	NOUN
brj-23216	300	22	among	among	ADP
brj-23216	300	23	the	the	DET
brj-23216	300	24	reactors	reactor	NOUN
brj-23216	300	25	with	with	ADP
brj-23216	300	26	pretreated	pretreate	VERB
brj-23216	300	27	straw	straw	NOUN
brj-23216	300	28	.	.	PUNCT
brj-23216	301	1	therefore	therefore	ADV
brj-23216	301	2	,	,	PUNCT
brj-23216	301	3	pretreatment	pretreatment	NOUN
brj-23216	301	4	of	of	ADP
brj-23216	301	5	the	the	DET
brj-23216	301	6	straw	straw	NOUN
brj-23216	301	7	with	with	ADP
brj-23216	301	8	naoh	naoh	NOUN
brj-23216	301	9	led	lead	VERB
brj-23216	301	10	to	to	ADP
brj-23216	301	11	the	the	DET
brj-23216	301	12	highest	high	ADJ
brj-23216	301	13	reductions	reduction	NOUN
brj-23216	301	14	in	in	ADP
brj-23216	301	15	solids	solid	NOUN
brj-23216	301	16	contents	content	NOUN
brj-23216	301	17	,	,	PUNCT
brj-23216	301	18	followed	follow	VERB
brj-23216	301	19	treatments	treatment	NOUN
brj-23216	301	20	with	with	ADP
brj-23216	301	21	koh	koh	PROPN
brj-23216	301	22	and	and	CCONJ
brj-23216	301	23	na2co3	na2co3	PROPN
brj-23216	301	24	.	.	PUNCT
brj-23216	301	25	vss	vss	NOUN
brj-23216	301	26	are	be	AUX
brj-23216	301	27	composed	compose	VERB
brj-23216	301	28	primarily	primarily	ADV
brj-23216	301	29	of	of	ADP
brj-23216	301	30	organic	organic	ADJ
brj-23216	301	31	matter	matter	NOUN
brj-23216	301	32	and	and	CCONJ
brj-23216	301	33	normally	normally	ADV
brj-23216	301	34	represent	represent	VERB
brj-23216	301	35	the	the	DET
brj-23216	301	36	amount	amount	NOUN
brj-23216	301	37	of	of	ADP
brj-23216	301	38	organic	organic	ADJ
brj-23216	301	39	matter	matter	NOUN
brj-23216	301	40	in	in	ADP
brj-23216	301	41	the	the	DET
brj-23216	301	42	feedstock	feedstock	NOUN
brj-23216	301	43	.	.	PUNCT
brj-23216	302	1	greater	great	ADJ
brj-23216	302	2	vs	vs	ADP
brj-23216	302	3	consumption	consumption	NOUN
brj-23216	302	4	during	during	ADP
brj-23216	302	5	anaerobic	anaerobic	ADJ
brj-23216	302	6	digestion	digestion	NOUN
brj-23216	302	7	indicates	indicate	VERB
brj-23216	302	8	a	a	DET
brj-23216	302	9	greater	great	ADJ
brj-23216	302	10	maximum	maximum	ADJ
brj-23216	302	11	volume	volume	NOUN
brj-23216	302	12	for	for	ADP
brj-23216	302	13	biogas	biogas	NOUN
brj-23216	302	14	production	production	NOUN
brj-23216	302	15	.	.	PUNCT
brj-23216	303	1	pretreatment	pretreatment	NOUN
brj-23216	303	2	of	of	ADP
brj-23216	303	3	the	the	DET
brj-23216	303	4	straw	straw	NOUN
brj-23216	303	5	appeared	appear	VERB
brj-23216	303	6	to	to	PART
brj-23216	303	7	increase	increase	VERB
brj-23216	303	8	the	the	DET
brj-23216	303	9	biodegradation	biodegradation	NOUN
brj-23216	303	10	rates	rate	NOUN
brj-23216	303	11	of	of	ADP
brj-23216	303	12	organic	organic	ADJ
brj-23216	303	13	compounds	compound	NOUN
brj-23216	303	14	and	and	CCONJ
brj-23216	303	15	maximize	maximize	VERB
brj-23216	303	16	the	the	DET
brj-23216	303	17	consumption	consumption	NOUN
brj-23216	303	18	of	of	ADP
brj-23216	303	19	vss	vss	NOUN
brj-23216	303	20	during	during	ADP
brj-23216	303	21	the	the	DET
brj-23216	303	22	anaerobic	anaerobic	ADJ
brj-23216	303	23	digestion	digestion	NOUN
brj-23216	303	24	process	process	NOUN
brj-23216	303	25	,	,	PUNCT
brj-23216	303	26	hence	hence	ADV
brj-23216	303	27	improving	improve	VERB
brj-23216	303	28	the	the	DET
brj-23216	303	29	process	process	NOUN
brj-23216	303	30	performance	performance	NOUN
brj-23216	303	31	and	and	CCONJ
brj-23216	303	32	increasing	increase	VERB
brj-23216	303	33	biogas	biogas	NOUN
brj-23216	303	34	production	production	NOUN
brj-23216	303	35	(	(	PUNCT
brj-23216	303	36	al‑da’asen	al‑da’asen	NOUN
brj-23216	303	37	et	et	PROPN
brj-23216	303	38	al	al	PROPN
brj-23216	303	39	.	.	PROPN
brj-23216	303	40	2022	2022	NUM
brj-23216	303	41	)	)	PUNCT
brj-23216	303	42	.	.	PUNCT
brj-23216	304	1	the	the	DET
brj-23216	304	2	ts	ts	X
brj-23216	304	3	and	and	CCONJ
brj-23216	304	4	vs	vs	ADP
brj-23216	304	5	results	result	NOUN
brj-23216	304	6	confirmed	confirm	VERB
brj-23216	304	7	methane	methane	NOUN
brj-23216	304	8	production	production	NOUN
brj-23216	304	9	from	from	ADP
brj-23216	304	10	the	the	DET
brj-23216	304	11	different	different	ADJ
brj-23216	304	12	reactors	reactor	NOUN
brj-23216	304	13	,	,	PUNCT
brj-23216	304	14	and	and	CCONJ
brj-23216	304	15	the	the	DET
brj-23216	304	16	solid	solid	ADJ
brj-23216	304	17	reduction	reduction	NOUN
brj-23216	304	18	percentages	percentage	NOUN
brj-23216	304	19	were	be	AUX
brj-23216	304	20	proportional	proportional	ADJ
brj-23216	304	21	to	to	ADP
brj-23216	304	22	the	the	DET
brj-23216	304	23	methane	methane	NOUN
brj-23216	304	24	yields	yield	NOUN
brj-23216	304	25	of	of	ADP
brj-23216	304	26	the	the	DET
brj-23216	304	27	reactors	reactor	NOUN
brj-23216	304	28	(	(	PUNCT
brj-23216	304	29	alrowais	alrowai	NOUN
brj-23216	304	30	et	et	PROPN
brj-23216	304	31	al	al	PROPN
brj-23216	304	32	.	.	PROPN
brj-23216	304	33	2023b	2023b	NUM
brj-23216	304	34	)	)	PUNCT
brj-23216	304	35	.	.	PUNCT
brj-23216	305	1	after	after	ADP
brj-23216	305	2	digestion	digestion	NOUN
brj-23216	305	3	,	,	PUNCT
brj-23216	305	4	the	the	DET
brj-23216	305	5	cod	cod	NOUN
brj-23216	305	6	values	value	NOUN
brj-23216	305	7	had	have	AUX
brj-23216	305	8	decreased	decrease	VERB
brj-23216	305	9	by	by	ADP
brj-23216	305	10	61.6	61.6	NUM
brj-23216	305	11	%	%	NOUN
brj-23216	305	12	and	and	CCONJ
brj-23216	305	13	64.4	64.4	NUM
brj-23216	305	14	%	%	NOUN
brj-23216	305	15	for	for	ADP
brj-23216	305	16	s	s	PRON
brj-23216	305	17	and	and	CCONJ
brj-23216	305	18	st0	st0	NOUN
brj-23216	305	19	,	,	PUNCT
brj-23216	305	20	respectively	respectively	ADV
brj-23216	305	21	.	.	PUNCT
brj-23216	306	1	the	the	DET
brj-23216	306	2	cod	cod	NOUN
brj-23216	306	3	values	value	NOUN
brj-23216	306	4	of	of	ADP
brj-23216	306	5	the	the	DET
brj-23216	306	6	pretreated	pretreate	VERB
brj-23216	306	7	straw	straw	NOUN
brj-23216	306	8	reactors	reactor	NOUN
brj-23216	306	9	showed	show	VERB
brj-23216	306	10	higher	high	ADJ
brj-23216	306	11	removal	removal	NOUN
brj-23216	306	12	ratios	ratio	NOUN
brj-23216	306	13	,	,	PUNCT
brj-23216	306	14	from	from	ADP
brj-23216	306	15	68.6	68.6	NUM
brj-23216	306	16	to	to	PART
brj-23216	306	17	73.4	73.4	NUM
brj-23216	306	18	%	%	NOUN
brj-23216	306	19	,	,	PUNCT
brj-23216	306	20	than	than	ADP
brj-23216	306	21	those	those	PRON
brj-23216	306	22	of	of	ADP
brj-23216	306	23	the	the	DET
brj-23216	306	24	untreated	untreated	ADJ
brj-23216	306	25	straw	straw	NOUN
brj-23216	306	26	.	.	PUNCT
brj-23216	307	1	this	this	PRON
brj-23216	307	2	was	be	AUX
brj-23216	307	3	because	because	SCONJ
brj-23216	307	4	pretreated	pretreate	VERB
brj-23216	307	5	straw	straw	NOUN
brj-23216	307	6	was	be	AUX
brj-23216	307	7	easily	easily	ADV
brj-23216	307	8	decomposed	decompose	VERB
brj-23216	307	9	by	by	ADP
brj-23216	307	10	microorganisms	microorganism	NOUN
brj-23216	307	11	due	due	ADJ
brj-23216	307	12	to	to	ADP
brj-23216	307	13	structural	structural	ADJ
brj-23216	307	14	loosening	loosening	NOUN
brj-23216	307	15	(	(	PUNCT
brj-23216	307	16	dumlu	dumlu	PROPN
brj-23216	307	17	et	et	PROPN
brj-23216	307	18	al	al	PROPN
brj-23216	307	19	.	.	PROPN
brj-23216	307	20	2021	2021	NUM
brj-23216	307	21	;	;	PUNCT
brj-23216	307	22	rani	rani	PROPN
brj-23216	307	23	et	et	PROPN
brj-23216	307	24	al	al	PROPN
brj-23216	307	25	.	.	PROPN
brj-23216	307	26	2022	2022	NUM
brj-23216	307	27	)	)	PUNCT
brj-23216	307	28	.	.	PUNCT
brj-23216	308	1	moreover	moreover	ADV
brj-23216	308	2	,	,	PUNCT
brj-23216	308	3	it	it	PRON
brj-23216	308	4	was	be	AUX
brj-23216	308	5	noted	note	VERB
brj-23216	308	6	that	that	SCONJ
brj-23216	308	7	,	,	PUNCT
brj-23216	308	8	compared	compare	VERB
brj-23216	308	9	with	with	ADP
brj-23216	308	10	the	the	DET
brj-23216	308	11	untreated	untreated	ADJ
brj-23216	308	12	straw	straw	NOUN
brj-23216	308	13	,	,	PUNCT
brj-23216	308	14	the	the	DET
brj-23216	308	15	alkali	alkali	ADJ
brj-23216	308	16	-	-	PUNCT
brj-23216	308	17	pretreated	pretreate	VERB
brj-23216	308	18	straw	straw	NOUN
brj-23216	308	19	showed	show	VERB
brj-23216	308	20	greater	great	ADJ
brj-23216	308	21	biodegradability	biodegradability	NOUN
brj-23216	308	22	,	,	PUNCT
brj-23216	308	23	which	which	PRON
brj-23216	308	24	led	lead	VERB
brj-23216	308	25	to	to	ADP
brj-23216	308	26	greater	great	ADJ
brj-23216	308	27	methane	methane	NOUN
brj-23216	308	28	production	production	NOUN
brj-23216	308	29	.	.	PUNCT
brj-23216	309	1	the	the	DET
brj-23216	309	2	naoh	naoh	PROPN
brj-23216	309	3	pretreatment	pretreatment	NOUN
brj-23216	309	4	gave	give	VERB
brj-23216	309	5	the	the	DET
brj-23216	309	6	greatest	great	ADJ
brj-23216	309	7	reduction	reduction	NOUN
brj-23216	309	8	in	in	ADP
brj-23216	309	9	cod	cod	NOUN
brj-23216	309	10	among	among	ADP
brj-23216	309	11	all	all	DET
brj-23216	309	12	pretreatments	pretreatment	NOUN
brj-23216	309	13	.	.	PUNCT
brj-23216	310	1	therefore	therefore	ADV
brj-23216	310	2	,	,	PUNCT
brj-23216	310	3	the	the	DET
brj-23216	310	4	alkali	alkali	ADJ
brj-23216	310	5	pretreatment	pretreatment	NOUN
brj-23216	310	6	of	of	ADP
brj-23216	310	7	straw	straw	NOUN
brj-23216	310	8	had	have	VERB
brj-23216	310	9	a	a	DET
brj-23216	310	10	positive	positive	ADJ
brj-23216	310	11	effect	effect	NOUN
brj-23216	310	12	on	on	ADP
brj-23216	310	13	the	the	DET
brj-23216	310	14	anaerobic	anaerobic	NOUN
brj-23216	310	15	digestion	digestion	NOUN
brj-23216	310	16	process	process	NOUN
brj-23216	310	17	because	because	SCONJ
brj-23216	310	18	the	the	DET
brj-23216	310	19	high	high	ADJ
brj-23216	310	20	cod	cod	NOUN
brj-23216	310	21	removal	removal	NOUN
brj-23216	310	22	rate	rate	NOUN
brj-23216	310	23	was	be	AUX
brj-23216	310	24	related	relate	VERB
brj-23216	310	25	to	to	ADP
brj-23216	310	26	the	the	DET
brj-23216	310	27	substantial	substantial	ADJ
brj-23216	310	28	amount	amount	NOUN
brj-23216	310	29	of	of	ADP
brj-23216	310	30	methane	methane	NOUN
brj-23216	310	31	produced	produce	VERB
brj-23216	310	32	(	(	PUNCT
brj-23216	310	33	hamzah	hamzah	PROPN
brj-23216	310	34	et	et	PROPN
brj-23216	310	35	al	al	PROPN
brj-23216	310	36	.	.	PROPN
brj-23216	310	37	2019	2019	NUM
brj-23216	310	38	;	;	PUNCT
brj-23216	310	39	turek	turek	PROPN
brj-23216	310	40	et	et	PROPN
brj-23216	310	41	al	al	PROPN
brj-23216	310	42	.	.	PROPN
brj-23216	310	43	2019	2019	NUM
brj-23216	310	44	)	)	PUNCT
brj-23216	310	45	.	.	PUNCT
brj-23216	311	1	moreover	moreover	ADV
brj-23216	311	2	,	,	PUNCT
brj-23216	311	3	the	the	DET
brj-23216	311	4	phs	phs	NOUN
brj-23216	311	5	of	of	ADP
brj-23216	311	6	the	the	DET
brj-23216	311	7	different	different	ADJ
brj-23216	311	8	reactors	reactor	NOUN
brj-23216	311	9	increased	increase	VERB
brj-23216	311	10	after	after	ADP
brj-23216	311	11	digestion	digestion	NOUN
brj-23216	311	12	,	,	PUNCT
brj-23216	311	13	ranging	range	VERB
brj-23216	311	14	from	from	ADP
brj-23216	311	15	6.85±0.01	6.85±0.01	NUM
brj-23216	311	16	to	to	ADP
brj-23216	311	17	7.20±0.18	7.20±0.18	NUM
brj-23216	311	18	.	.	PUNCT
brj-23216	312	1	the	the	DET
brj-23216	312	2	phs	phs	NOUN
brj-23216	312	3	before	before	ADV
brj-23216	312	4	and	and	CCONJ
brj-23216	312	5	after	after	ADP
brj-23216	312	6	digestion	digestion	NOUN
brj-23216	312	7	were	be	AUX
brj-23216	312	8	within	within	ADP
brj-23216	312	9	the	the	DET
brj-23216	312	10	standard	standard	ADJ
brj-23216	312	11	range	range	NOUN
brj-23216	312	12	(	(	PUNCT
brj-23216	312	13	6.5	6.5	NUM
brj-23216	312	14	to	to	PART
brj-23216	312	15	7.5	7.5	NUM
brj-23216	312	16	)	)	PUNCT
brj-23216	312	17	for	for	ADP
brj-23216	312	18	maximum	maximum	ADJ
brj-23216	312	19	methane	methane	NOUN
brj-23216	312	20	yields	yield	NOUN
brj-23216	312	21	,	,	PUNCT
brj-23216	312	22	improved	improved	ADJ
brj-23216	312	23	performance	performance	NOUN
brj-23216	312	24	,	,	PUNCT
brj-23216	312	25	and	and	CCONJ
brj-23216	312	26	high	high	ADJ
brj-23216	312	27	stability	stability	NOUN
brj-23216	312	28	during	during	ADP
brj-23216	312	29	the	the	DET
brj-23216	312	30	anaerobic	anaerobic	NOUN
brj-23216	312	31	digestion	digestion	NOUN
brj-23216	312	32	process	process	NOUN
brj-23216	312	33	(	(	PUNCT
brj-23216	312	34	kitessa	kitessa	NOUN
brj-23216	312	35	et	et	PROPN
brj-23216	312	36	al	al	PROPN
brj-23216	312	37	.	.	PROPN
brj-23216	312	38	2022	2022	NUM
brj-23216	312	39	)	)	PUNCT
brj-23216	312	40	.	.	PUNCT
brj-23216	313	1	this	this	PRON
brj-23216	313	2	was	be	AUX
brj-23216	313	3	attributed	attribute	VERB
brj-23216	313	4	to	to	ADP
brj-23216	313	5	variations	variation	NOUN
brj-23216	313	6	in	in	ADP
brj-23216	313	7	the	the	DET
brj-23216	313	8	ph	ph	NOUN
brj-23216	313	9	caused	cause	VERB
brj-23216	313	10	by	by	ADP
brj-23216	313	11	biological	biological	ADJ
brj-23216	313	12	conversion	conversion	NOUN
brj-23216	313	13	during	during	ADP
brj-23216	313	14	the	the	DET
brj-23216	313	15	anaerobic	anaerobic	ADJ
brj-23216	313	16	digestion	digestion	NOUN
brj-23216	313	17	process	process	NOUN
brj-23216	313	18	,	,	PUNCT
brj-23216	313	19	when	when	SCONJ
brj-23216	313	20	high	high	ADJ
brj-23216	313	21	volumes	volume	NOUN
brj-23216	313	22	of	of	ADP
brj-23216	313	23	organic	organic	ADJ
brj-23216	313	24	acids	acid	NOUN
brj-23216	313	25	were	be	AUX
brj-23216	313	26	produced	produce	VERB
brj-23216	313	27	by	by	ADP
brj-23216	313	28	the	the	DET
brj-23216	313	29	acidogenic	acidogenic	ADJ
brj-23216	313	30	bacteria	bacteria	NOUN
brj-23216	313	31	.	.	PUNCT
brj-23216	314	1	acid	acid	ADJ
brj-23216	314	2	accumulation	accumulation	NOUN
brj-23216	314	3	occurred	occur	VERB
brj-23216	314	4	and	and	CCONJ
brj-23216	314	5	disrupted	disrupt	VERB
brj-23216	314	6	this	this	DET
brj-23216	314	7	process	process	NOUN
brj-23216	314	8	,	,	PUNCT
brj-23216	314	9	while	while	SCONJ
brj-23216	314	10	under	under	ADP
brj-23216	314	11	normal	normal	ADJ
brj-23216	314	12	conditions	condition	NOUN
brj-23216	314	13	,	,	PUNCT
brj-23216	314	14	the	the	DET
brj-23216	314	15	ph	ph	NOUN
brj-23216	314	16	is	be	AUX
brj-23216	314	17	controlled	control	VERB
brj-23216	314	18	by	by	ADP
brj-23216	314	19	the	the	DET
brj-23216	314	20	bicarbonate	bicarbonate	NOUN
brj-23216	314	21	produced	produce	VERB
brj-23216	314	22	by	by	ADP
brj-23216	314	23	methanogens	methanogen	NOUN
brj-23216	314	24	and	and	CCONJ
brj-23216	314	25	the	the	DET
brj-23216	314	26	ammonia	ammonia	NOUN
brj-23216	314	27	formed	form	VERB
brj-23216	314	28	in	in	ADP
brj-23216	314	29	the	the	DET
brj-23216	314	30	reaction	reaction	NOUN
brj-23216	314	31	medium	medium	NOUN
brj-23216	314	32	(	(	PUNCT
brj-23216	314	33	dobre	dobre	PROPN
brj-23216	314	34	et	et	PROPN
brj-23216	314	35	al	al	PROPN
brj-23216	314	36	.	.	PROPN
brj-23216	314	37	2014	2014	NUM
brj-23216	314	38	;	;	PUNCT
brj-23216	314	39	abdel	abdel	PROPN
brj-23216	314	40	daiem	daiem	PROPN
brj-23216	314	41	et	et	PROPN
brj-23216	314	42	al	al	PROPN
brj-23216	314	43	.	.	PROPN
brj-23216	314	44	2021b	2021b	NUM
brj-23216	314	45	)	)	PUNCT
brj-23216	314	46	.	.	PUNCT
brj-23216	315	1	table	table	NOUN
brj-23216	315	2	4	4	NUM
brj-23216	315	3	.	.	PUNCT
brj-23216	316	1	characteristics	characteristic	NOUN
brj-23216	316	2	of	of	ADP
brj-23216	316	3	the	the	DET
brj-23216	316	4	substrates	substrate	NOUN
brj-23216	316	5	before	before	ADV
brj-23216	316	6	and	and	CCONJ
brj-23216	316	7	after	after	ADP
brj-23216	316	8	digestion	digestion	NOUN
brj-23216	316	9	(	(	PUNCT
brj-23216	316	10	mean	mean	NOUN
brj-23216	316	11	value±sd	value±sd	NUM
brj-23216	316	12	)	)	PUNCT
brj-23216	316	13	digester	digester	NOUN
brj-23216	316	14	s	s	PART
brj-23216	316	15	st0	st0	NOUN
brj-23216	316	16	st1	st1	PROPN
brj-23216	316	17	st2	st2	PROPN
brj-23216	317	1	st3	st3	PROPN
brj-23216	317	2	ts	ts	PROPN
brj-23216	318	1	(	(	PUNCT
brj-23216	318	2	%	%	INTJ
brj-23216	318	3	)	)	PUNCT
brj-23216	318	4	b	b	SYM
brj-23216	318	5	1.45±0.01	1.45±0.01	NOUN
brj-23216	318	6	2.36a±0.02	2.36a±0.02	NUM
brj-23216	318	7	2.36a±0.02	2.36a±0.02	NUM
brj-23216	318	8	2.36a±0.01	2.36a±0.01	NUM
brj-23216	318	9	2.36a±0.02	2.36a±0.02	NUM
brj-23216	318	10	a	a	DET
brj-23216	318	11	0.82a±0.01	0.82a±0.01	NUM
brj-23216	318	12	1.25b±0.01	1.25b±0.01	NUM
brj-23216	318	13	1.12bc±0.10	1.12bc±0.10	NUM
brj-23216	318	14	1.05cd±0.04	1.05cd±0.04	NUM
brj-23216	318	15	0.96ad±0.01	0.96ad±0.01	NUM
brj-23216	318	16	vs	vs	ADP
brj-23216	318	17	(	(	PUNCT
brj-23216	318	18	%	%	INTJ
brj-23216	318	19	)	)	PUNCT
brj-23216	318	20	b	b	NOUN
brj-23216	318	21	1.04±0.00	1.04±0.00	NUM
brj-23216	318	22	1.90±0.03	1.90±0.03	NUM
brj-23216	318	23	1.81a±0.02	1.81a±0.02	NUM
brj-23216	318	24	1.79a±0.04	1.79a±0.04	NUM
brj-23216	318	25	1.77a±0.03	1.77a±0.03	NUM
brj-23216	318	26	a	a	DET
brj-23216	318	27	0.48±0.02	0.48±0.02	ADJ
brj-23216	318	28	0.83a±0.03	0.83a±0.03	NUM
brj-23216	319	1	0.71±0.02	0.71±0.02	NOUN
brj-23216	319	2	0.68a±0.01	0.68a±0.01	NUM
brj-23216	319	3	0.58±0.02	0.58±0.02	NOUN
brj-23216	319	4	cod	cod	NOUN
brj-23216	319	5	(	(	PUNCT
brj-23216	319	6	g	g	NOUN
brj-23216	319	7	/	/	SYM
brj-23216	319	8	l	l	NOUN
brj-23216	319	9	)	)	PUNCT
brj-23216	319	10	b	b	NOUN
brj-23216	319	11	23.20±0.04	23.20±0.04	NUM
brj-23216	319	12	40.20±0.37	40.20±0.37	NOUN
brj-23216	319	13	38.60±0.27	38.60±0.27	NUM
brj-23216	319	14	35.75±0.39	35.75±0.39	NUM
brj-23216	319	15	34.21±0.24	34.21±0.24	NUM
brj-23216	319	16	a	a	DET
brj-23216	319	17	8.90a±0.10	8.90a±0.10	NUM
brj-23216	319	18	14.30±0.36	14.30±0.36	NUM
brj-23216	319	19	12.10±0.20	12.10±0.20	NUM
brj-23216	319	20	10.90±0.10	10.90±0.10	NUM
brj-23216	319	21	9.10a±0.20	9.10a±0.20	NUM
brj-23216	319	22	ph	ph	NOUN
brj-23216	319	23	b	b	PROPN
brj-23216	319	24	7.10±0.04	7.10±0.04	NUM
brj-23216	319	25	6.86a±0.01	6.86a±0.01	NUM
brj-23216	319	26	6.89a±0.01	6.89a±0.01	NUM
brj-23216	319	27	6.91a±0.02	6.91a±0.02	NUM
brj-23216	319	28	6.95±0.02	6.95±0.02	NUM
brj-23216	319	29	a	a	DET
brj-23216	319	30	7.20a±0.18	7.20a±0.18	NUM
brj-23216	319	31	7.15ab±0.02	7.15ab±0.02	NUM
brj-23216	319	32	7.00ab±0.20	7.00ab±0.20	NUM
brj-23216	319	33	6.92ab±0.03	6.92ab±0.03	NOUN
brj-23216	319	34	6.85b±0.01	6.85b±0.01	NUM
brj-23216	319	35	methane	methane	NOUN
brj-23216	319	36	yield	yield	NOUN
brj-23216	319	37	(	(	PUNCT
brj-23216	319	38	ml	ml	PROPN
brj-23216	319	39	/	/	SYM
brj-23216	319	40	g	g	NOUN
brj-23216	319	41	vs	vs	ADP
brj-23216	319	42	)	)	PUNCT
brj-23216	319	43	97.01±5.31	97.01±5.31	PROPN
brj-23216	319	44	141.13±9.32	141.13±9.32	NUM
brj-23216	319	45	228.05±20.21	228.05±20.21	NUM
brj-23216	319	46	281.12±26.10	281.12±26.10	NUM
brj-23216	319	47	363.06±34.21	363.06±34.21	NUM
brj-23216	319	48	note	note	NOUN
brj-23216	319	49	:	:	PUNCT
brj-23216	319	50	b	b	X
brj-23216	319	51	shows	show	VERB
brj-23216	319	52	values	value	NOUN
brj-23216	319	53	before	before	ADP
brj-23216	319	54	digestion	digestion	NOUN
brj-23216	319	55	and	and	CCONJ
brj-23216	319	56	a	a	DET
brj-23216	319	57	shows	show	NOUN
brj-23216	319	58	values	value	NOUN
brj-23216	319	59	after	after	ADP
brj-23216	319	60	digestion	digestion	NOUN
brj-23216	319	61	;	;	PUNCT
brj-23216	319	62	values	value	NOUN
brj-23216	319	63	in	in	ADP
brj-23216	319	64	the	the	DET
brj-23216	319	65	same	same	ADJ
brj-23216	319	66	row	row	NOUN
brj-23216	319	67	with	with	ADP
brj-23216	319	68	the	the	DET
brj-23216	319	69	same	same	ADJ
brj-23216	319	70	letter	letter	NOUN
brj-23216	319	71	showed	show	VERB
brj-23216	319	72	insignificant	insignificant	ADJ
brj-23216	319	73	differences	difference	NOUN
brj-23216	319	74	at	at	ADP
brj-23216	319	75	p	p	NOUN
brj-23216	319	76	≤	≤	NUM
brj-23216	319	77	0.05	0.05	NUM
brj-23216	319	78	.	.	PUNCT
brj-23216	320	1	peer	peer	NOUN
brj-23216	320	2	-	-	PUNCT
brj-23216	320	3	reviewed	review	VERB
brj-23216	320	4	article	article	NOUN
brj-23216	320	5	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	320	6	alrowais	alrowais	PROPN
brj-23216	320	7	et	et	PROPN
brj-23216	320	8	al	al	PROPN
brj-23216	320	9	.	.	PROPN
brj-23216	321	1	(	(	PUNCT
brj-23216	321	2	2024	2024	NUM
brj-23216	321	3	)	)	PUNCT
brj-23216	321	4	.	.	PUNCT
brj-23216	322	1	“	"	PUNCT
brj-23216	322	2	methane	methane	NOUN
brj-23216	322	3	from	from	ADP
brj-23216	322	4	straw	straw	NOUN
brj-23216	322	5	&	&	CCONJ
brj-23216	322	6	sludge	sludge	PROPN
brj-23216	322	7	,	,	PUNCT
brj-23216	322	8	”	"	PUNCT
brj-23216	322	9	bioresources	bioresource	NOUN
brj-23216	322	10	19(2	19(2	NUM
brj-23216	322	11	)	)	PUNCT
brj-23216	322	12	,	,	PUNCT
brj-23216	322	13	2179	2179	NUM
brj-23216	322	14	-	-	SYM
brj-23216	322	15	2200	2200	NUM
brj-23216	322	16	.	.	PUNCT
brj-23216	322	17	2194	2194	NUM
brj-23216	323	1	ann	ann	PROPN
brj-23216	323	2	application	application	NOUN
brj-23216	323	3	overall	overall	NOUN
brj-23216	323	4	,	,	PUNCT
brj-23216	323	5	division	division	NOUN
brj-23216	323	6	ratios	ratio	NOUN
brj-23216	323	7	of	of	ADP
brj-23216	323	8	70	70	NUM
brj-23216	323	9	%	%	NOUN
brj-23216	323	10	,	,	PUNCT
brj-23216	323	11	15	15	NUM
brj-23216	323	12	%	%	NOUN
brj-23216	323	13	,	,	PUNCT
brj-23216	323	14	and	and	CCONJ
brj-23216	323	15	15	15	NUM
brj-23216	323	16	%	%	NOUN
brj-23216	323	17	for	for	ADP
brj-23216	323	18	the	the	DET
brj-23216	323	19	training	training	NOUN
brj-23216	323	20	,	,	PUNCT
brj-23216	323	21	validation	validation	NOUN
brj-23216	323	22	,	,	PUNCT
brj-23216	323	23	and	and	CCONJ
brj-23216	323	24	testing	testing	NOUN
brj-23216	323	25	portions	portion	NOUN
brj-23216	323	26	,	,	PUNCT
brj-23216	323	27	respectively	respectively	ADV
brj-23216	323	28	,	,	PUNCT
brj-23216	323	29	were	be	AUX
brj-23216	323	30	applied	apply	VERB
brj-23216	323	31	to	to	ADP
brj-23216	323	32	the	the	DET
brj-23216	323	33	input	input	NOUN
brj-23216	323	34	data	data	NOUN
brj-23216	323	35	patterns	pattern	NOUN
brj-23216	323	36	(	(	PUNCT
brj-23216	323	37	80	80	NUM
brj-23216	323	38	patterns	pattern	NOUN
brj-23216	323	39	)	)	PUNCT
brj-23216	323	40	.	.	PUNCT
brj-23216	324	1	a	a	DET
brj-23216	324	2	)	)	PUNCT
brj-23216	324	3	b	b	NOUN
brj-23216	324	4	)	)	PUNCT
brj-23216	324	5	c	c	NOUN
brj-23216	324	6	)	)	PUNCT
brj-23216	324	7	fig	fig	NOUN
brj-23216	324	8	.	.	PUNCT
brj-23216	325	1	5	5	X
brj-23216	325	2	.	.	X
brj-23216	325	3	outputs	output	NOUN
brj-23216	325	4	of	of	ADP
brj-23216	325	5	the	the	DET
brj-23216	325	6	ffnn	ffnn	NOUN
brj-23216	325	7	-	-	PUNCT
brj-23216	325	8	smo	smo	NOUN
brj-23216	325	9	model	model	NOUN
brj-23216	325	10	(	(	PUNCT
brj-23216	325	11	predictions	prediction	NOUN
brj-23216	325	12	)	)	PUNCT
brj-23216	325	13	and	and	CCONJ
brj-23216	325	14	comparisons	comparison	NOUN
brj-23216	325	15	with	with	ADP
brj-23216	325	16	a	a	DET
brj-23216	325	17	)	)	PUNCT
brj-23216	325	18	trained	train	VERB
brj-23216	325	19	data	datum	NOUN
brj-23216	325	20	c	c	NOUN
brj-23216	325	21	u	u	NOUN
brj-23216	325	22	m	m	VERB
brj-23216	325	23	u	u	NOUN
brj-23216	325	24	la	la	X
brj-23216	325	25	ti	ti	X
brj-23216	325	26	v	v	ADP
brj-23216	325	27	e	e	X
brj-23216	325	28	m	m	NOUN
brj-23216	325	29	e	e	X
brj-23216	325	30	th	th	X
brj-23216	325	31	a	a	DET
brj-23216	325	32	n	n	NOUN
brj-23216	325	33	e	e	NOUN
brj-23216	325	34	p	p	NOUN
brj-23216	325	35	ro	ro	X
brj-23216	325	36	d	d	X
brj-23216	325	37	u	u	X
brj-23216	325	38	c	c	NOUN
brj-23216	325	39	ti	ti	NOUN
brj-23216	325	40	o	o	NOUN
brj-23216	325	41	n	n	PROPN
brj-23216	325	42	(	(	PUNCT
brj-23216	325	43	m	m	VERB
brj-23216	325	44	l	l	NOUN
brj-23216	325	45	/g	/g	PUNCT
brj-23216	325	46	v	v	NOUN
brj-23216	325	47	s	s	NOUN
brj-23216	325	48	)	)	PUNCT
brj-23216	325	49	train	train	NOUN
brj-23216	325	50	data	data	NOUN
brj-23216	325	51	samples	sample	NOUN
brj-23216	325	52	c	c	NOUN
brj-23216	325	53	u	u	NOUN
brj-23216	325	54	m	m	VERB
brj-23216	325	55	u	u	NOUN
brj-23216	325	56	la	la	X
brj-23216	325	57	ti	ti	X
brj-23216	325	58	v	v	ADP
brj-23216	325	59	e	e	X
brj-23216	325	60	m	m	NOUN
brj-23216	325	61	e	e	X
brj-23216	325	62	th	th	X
brj-23216	325	63	a	a	DET
brj-23216	325	64	n	n	NOUN
brj-23216	325	65	e	e	NOUN
brj-23216	325	66	p	p	NOUN
brj-23216	325	67	ro	ro	X
brj-23216	325	68	d	d	X
brj-23216	325	69	u	u	X
brj-23216	325	70	c	c	NOUN
brj-23216	325	71	ti	ti	NOUN
brj-23216	325	72	o	o	NOUN
brj-23216	325	73	n	n	PROPN
brj-23216	325	74	(	(	PUNCT
brj-23216	325	75	m	m	VERB
brj-23216	325	76	l	l	NOUN
brj-23216	325	77	/g	/g	PUNCT
brj-23216	325	78	v	v	NOUN
brj-23216	325	79	s	s	NOUN
brj-23216	325	80	)	)	PUNCT
brj-23216	325	81	test	test	NOUN
brj-23216	325	82	data	datum	NOUN
brj-23216	325	83	samples	sample	NOUN
brj-23216	325	84	c	c	NOUN
brj-23216	325	85	u	u	NOUN
brj-23216	325	86	m	m	VERB
brj-23216	325	87	u	u	NOUN
brj-23216	325	88	la	la	X
brj-23216	325	89	ti	ti	X
brj-23216	325	90	v	v	ADP
brj-23216	325	91	e	e	X
brj-23216	325	92	m	m	NOUN
brj-23216	325	93	e	e	X
brj-23216	325	94	th	th	X
brj-23216	325	95	a	a	DET
brj-23216	325	96	n	n	NOUN
brj-23216	325	97	e	e	NOUN
brj-23216	325	98	p	p	NOUN
brj-23216	325	99	ro	ro	X
brj-23216	325	100	d	d	X
brj-23216	325	101	u	u	X
brj-23216	325	102	c	c	NOUN
brj-23216	325	103	ti	ti	NOUN
brj-23216	325	104	o	o	NOUN
brj-23216	325	105	n	n	PROPN
brj-23216	325	106	(	(	PUNCT
brj-23216	325	107	m	m	VERB
brj-23216	325	108	l	l	NOUN
brj-23216	325	109	/g	/g	PUNCT
brj-23216	325	110	v	v	NUM
brj-23216	325	111	s	s	NOUN
brj-23216	325	112	)	)	PUNCT
brj-23216	325	113	all	all	DET
brj-23216	325	114	data	datum	NOUN
brj-23216	325	115	samples	sample	NOUN
brj-23216	325	116	peer	peer	NOUN
brj-23216	325	117	-	-	PUNCT
brj-23216	325	118	reviewed	review	VERB
brj-23216	325	119	article	article	NOUN
brj-23216	325	120	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	325	121	alrowais	alrowais	PROPN
brj-23216	325	122	et	et	PROPN
brj-23216	325	123	al	al	PROPN
brj-23216	325	124	.	.	PROPN
brj-23216	326	1	(	(	PUNCT
brj-23216	326	2	2024	2024	NUM
brj-23216	326	3	)	)	PUNCT
brj-23216	326	4	.	.	PUNCT
brj-23216	327	1	“	"	PUNCT
brj-23216	327	2	methane	methane	NOUN
brj-23216	327	3	from	from	ADP
brj-23216	327	4	straw	straw	NOUN
brj-23216	327	5	&	&	CCONJ
brj-23216	327	6	sludge	sludge	PROPN
brj-23216	327	7	,	,	PUNCT
brj-23216	327	8	”	"	PUNCT
brj-23216	327	9	bioresources	bioresource	NOUN
brj-23216	327	10	19(2	19(2	NUM
brj-23216	327	11	)	)	PUNCT
brj-23216	327	12	,	,	PUNCT
brj-23216	327	13	2179	2179	NUM
brj-23216	327	14	-	-	SYM
brj-23216	327	15	2200	2200	NUM
brj-23216	327	16	.	.	PUNCT
brj-23216	328	1	2195	2195	NUM
brj-23216	328	2	samples	sample	NOUN
brj-23216	328	3	,	,	PUNCT
brj-23216	328	4	b	b	X
brj-23216	328	5	)	)	PUNCT
brj-23216	328	6	test	test	NOUN
brj-23216	328	7	data	datum	NOUN
brj-23216	328	8	samples	sample	NOUN
brj-23216	328	9	,	,	PUNCT
brj-23216	328	10	and	and	CCONJ
brj-23216	328	11	c	c	X
brj-23216	328	12	)	)	PUNCT
brj-23216	328	13	all	all	DET
brj-23216	328	14	data	datum	NOUN
brj-23216	328	15	samples	sample	NOUN
brj-23216	328	16	fig	fig	NOUN
brj-23216	328	17	.	.	PUNCT
brj-23216	329	1	6	6	NUM
brj-23216	329	2	.	.	X
brj-23216	329	3	linear	linear	ADJ
brj-23216	329	4	regression	regression	NOUN
brj-23216	329	5	models	model	NOUN
brj-23216	329	6	for	for	ADP
brj-23216	329	7	each	each	DET
brj-23216	329	8	training	training	NOUN
brj-23216	329	9	,	,	PUNCT
brj-23216	329	10	validation	validation	NOUN
brj-23216	329	11	,	,	PUNCT
brj-23216	329	12	testing	testing	NOUN
brj-23216	329	13	,	,	PUNCT
brj-23216	329	14	and	and	CCONJ
brj-23216	329	15	overall	overall	ADJ
brj-23216	329	16	dataset	dataset	NOUN
brj-23216	329	17	with	with	ADP
brj-23216	329	18	the	the	DET
brj-23216	329	19	ffnn	ffnn	NOUN
brj-23216	329	20	-	-	PUNCT
brj-23216	329	21	smo	smo	PROPN
brj-23216	329	22	algorithm	algorithm	NOUN
brj-23216	329	23	the	the	DET
brj-23216	329	24	smo	smo	PROPN
brj-23216	329	25	succeeded	succeed	VERB
brj-23216	329	26	in	in	ADP
brj-23216	329	27	training	train	VERB
brj-23216	329	28	the	the	DET
brj-23216	329	29	proposed	propose	VERB
brj-23216	329	30	ffnn	ffnn	NOUN
brj-23216	329	31	in	in	ADP
brj-23216	329	32	52	52	NUM
brj-23216	329	33	iterations	iteration	NOUN
brj-23216	329	34	,	,	PUNCT
brj-23216	329	35	and	and	CCONJ
brj-23216	329	36	the	the	DET
brj-23216	329	37	mse	mse	NOUN
brj-23216	329	38	reached	reach	VERB
brj-23216	329	39	3.1x10	3.1x10	NUM
brj-23216	329	40	-	-	SYM
brj-23216	329	41	5	5	NUM
brj-23216	329	42	with	with	ADP
brj-23216	329	43	the	the	DET
brj-23216	329	44	ffnn	ffnn	NOUN
brj-23216	329	45	structure	structure	NOUN
brj-23216	329	46	(	(	PUNCT
brj-23216	329	47	3	3	NUM
brj-23216	329	48	-	-	SYM
brj-23216	329	49	13	13	NUM
brj-23216	329	50	-	-	PUNCT
brj-23216	329	51	1	1	NUM
brj-23216	329	52	)	)	PUNCT
brj-23216	329	53	.	.	PUNCT
brj-23216	330	1	the	the	DET
brj-23216	330	2	three	three	NUM
brj-23216	330	3	inputs	input	NOUN
brj-23216	330	4	to	to	ADP
brj-23216	330	5	the	the	DET
brj-23216	330	6	authors	author	NOUN
brj-23216	330	7	’	’	PART
brj-23216	330	8	model	model	NOUN
brj-23216	330	9	were	be	AUX
brj-23216	330	10	the	the	DET
brj-23216	330	11	type	type	NOUN
brj-23216	330	12	of	of	ADP
brj-23216	330	13	reactor	reactor	NOUN
brj-23216	330	14	,	,	PUNCT
brj-23216	330	15	the	the	DET
brj-23216	330	16	day	day	NOUN
brj-23216	330	17	number	number	NOUN
brj-23216	330	18	,	,	PUNCT
brj-23216	330	19	and	and	CCONJ
brj-23216	330	20	the	the	DET
brj-23216	330	21	chemical	chemical	NOUN
brj-23216	330	22	mixture	mixture	NOUN
brj-23216	330	23	.	.	PUNCT
brj-23216	331	1	figure	figure	NOUN
brj-23216	331	2	5	5	NUM
brj-23216	331	3	a	a	PRON
brj-23216	331	4	)	)	PUNCT
brj-23216	331	5	shows	show	VERB
brj-23216	331	6	both	both	CCONJ
brj-23216	331	7	the	the	DET
brj-23216	331	8	output	output	NOUN
brj-23216	331	9	of	of	ADP
brj-23216	331	10	the	the	DET
brj-23216	331	11	designed	design	VERB
brj-23216	331	12	ffnn	ffnn	NOUN
brj-23216	331	13	-	-	PUNCT
brj-23216	331	14	smo	smo	PROPN
brj-23216	331	15	and	and	CCONJ
brj-23216	331	16	the	the	DET
brj-23216	331	17	measured	measured	ADJ
brj-23216	331	18	value	value	NOUN
brj-23216	331	19	for	for	ADP
brj-23216	331	20	methane	methane	NOUN
brj-23216	331	21	production	production	NOUN
brj-23216	331	22	.	.	PUNCT
brj-23216	332	1	the	the	DET
brj-23216	332	2	two	two	NUM
brj-23216	332	3	curves	curve	NOUN
brj-23216	332	4	were	be	AUX
brj-23216	332	5	very	very	ADV
brj-23216	332	6	close	close	ADJ
brj-23216	332	7	;	;	PUNCT
brj-23216	332	8	thus	thus	ADV
brj-23216	332	9	,	,	PUNCT
brj-23216	332	10	the	the	DET
brj-23216	332	11	designed	design	VERB
brj-23216	332	12	ffnn	ffnn	NOUN
brj-23216	332	13	-	-	PUNCT
brj-23216	332	14	smo	smo	PROPN
brj-23216	332	15	modeled	model	VERB
brj-23216	332	16	the	the	DET
brj-23216	332	17	methane	methane	NOUN
brj-23216	332	18	production	production	NOUN
brj-23216	332	19	process	process	NOUN
brj-23216	332	20	well	well	ADV
brj-23216	332	21	.	.	PUNCT
brj-23216	333	1	the	the	DET
brj-23216	333	2	training	training	NOUN
brj-23216	333	3	process	process	NOUN
brj-23216	333	4	proceeded	proceed	VERB
brj-23216	333	5	until	until	SCONJ
brj-23216	333	6	the	the	DET
brj-23216	333	7	predetermined	predetermine	VERB
brj-23216	333	8	performance	performance	NOUN
brj-23216	333	9	was	be	AUX
brj-23216	333	10	met	meet	VERB
brj-23216	333	11	,	,	PUNCT
brj-23216	333	12	after	after	ADP
brj-23216	333	13	which	which	PRON
brj-23216	333	14	the	the	DET
brj-23216	333	15	weights	weight	NOUN
brj-23216	333	16	/	/	SYM
brj-23216	333	17	biases	bias	NOUN
brj-23216	333	18	of	of	ADP
brj-23216	333	19	the	the	DET
brj-23216	333	20	hidden	hide	VERB
brj-23216	333	21	layer	layer	NOUN
brj-23216	333	22	were	be	AUX
brj-23216	333	23	frozen	freeze	VERB
brj-23216	333	24	.	.	PUNCT
brj-23216	334	1	figure	figure	NOUN
brj-23216	334	2	5	5	NUM
brj-23216	334	3	b	b	NOUN
brj-23216	334	4	)	)	PUNCT
brj-23216	334	5	shows	show	VERB
brj-23216	334	6	the	the	DET
brj-23216	334	7	results	result	NOUN
brj-23216	334	8	from	from	ADP
brj-23216	334	9	applying	apply	VERB
brj-23216	334	10	the	the	DET
brj-23216	334	11	proposed	propose	VERB
brj-23216	334	12	ffnn	ffnn	NOUN
brj-23216	334	13	-	-	PUNCT
brj-23216	334	14	smo	smo	PROPN
brj-23216	334	15	algorithm	algorithm	NOUN
brj-23216	334	16	only	only	ADV
brj-23216	334	17	to	to	ADP
brj-23216	334	18	the	the	DET
brj-23216	334	19	test	test	NOUN
brj-23216	334	20	patterns	pattern	NOUN
brj-23216	334	21	(	(	PUNCT
brj-23216	334	22	15	15	NUM
brj-23216	334	23	%	%	NOUN
brj-23216	334	24	of	of	ADP
brj-23216	334	25	the	the	DET
brj-23216	334	26	input	input	NOUN
brj-23216	334	27	data	datum	NOUN
brj-23216	334	28	patterns	pattern	NOUN
brj-23216	334	29	)	)	PUNCT
brj-23216	334	30	;	;	PUNCT
brj-23216	334	31	these	these	DET
brj-23216	334	32	results	result	NOUN
brj-23216	334	33	were	be	AUX
brj-23216	334	34	examined	examine	VERB
brj-23216	334	35	.	.	PUNCT
brj-23216	335	1	the	the	DET
brj-23216	335	2	recorded	record	VERB
brj-23216	335	3	mse	mse	NOUN
brj-23216	335	4	for	for	ADP
brj-23216	335	5	the	the	DET
brj-23216	335	6	test	test	NOUN
brj-23216	335	7	patterns	pattern	NOUN
brj-23216	335	8	reached	reach	VERB
brj-23216	335	9	2.76	2.76	NUM
brj-23216	335	10	with	with	ADP
brj-23216	335	11	the	the	DET
brj-23216	335	12	ffnn	ffnn	NOUN
brj-23216	335	13	-	-	PUNCT
brj-23216	335	14	smo	smo	PROPN
brj-23216	335	15	model	model	NOUN
brj-23216	335	16	.	.	PUNCT
brj-23216	336	1	this	this	DET
brj-23216	336	2	acceptable	acceptable	ADJ
brj-23216	336	3	mse	mse	NOUN
brj-23216	336	4	for	for	ADP
brj-23216	336	5	the	the	DET
brj-23216	336	6	testing	testing	NOUN
brj-23216	336	7	set	set	NOUN
brj-23216	336	8	reflected	reflect	VERB
brj-23216	336	9	the	the	DET
brj-23216	336	10	high	high	ADJ
brj-23216	336	11	accuracy	accuracy	NOUN
brj-23216	336	12	of	of	ADP
brj-23216	336	13	the	the	DET
brj-23216	336	14	proposed	propose	VERB
brj-23216	336	15	model	model	NOUN
brj-23216	336	16	in	in	ADP
brj-23216	336	17	predicting	predict	VERB
brj-23216	336	18	the	the	DET
brj-23216	336	19	amount	amount	NOUN
brj-23216	336	20	of	of	ADP
brj-23216	336	21	methane	methane	NOUN
brj-23216	336	22	produced	produce	VERB
brj-23216	336	23	.	.	PUNCT
brj-23216	337	1	figure	figure	NOUN
brj-23216	337	2	5	5	NUM
brj-23216	337	3	c	c	NOUN
brj-23216	337	4	)	)	PUNCT
brj-23216	337	5	compares	compare	VERB
brj-23216	337	6	the	the	DET
brj-23216	337	7	output	output	NOUN
brj-23216	337	8	from	from	ADP
brj-23216	337	9	the	the	DET
brj-23216	337	10	proposed	propose	VERB
brj-23216	337	11	ffnnsmo	ffnnsmo	NOUN
brj-23216	337	12	(	(	PUNCT
brj-23216	337	13	i.e.	i.e.	X
brj-23216	337	14	,	,	PUNCT
brj-23216	337	15	predictions	prediction	NOUN
brj-23216	337	16	)	)	PUNCT
brj-23216	337	17	with	with	ADP
brj-23216	337	18	the	the	DET
brj-23216	337	19	experimental	experimental	ADJ
brj-23216	337	20	values	value	NOUN
brj-23216	337	21	for	for	ADP
brj-23216	337	22	methane	methane	NOUN
brj-23216	337	23	production	production	NOUN
brj-23216	337	24	.	.	PUNCT
brj-23216	338	1	using	use	VERB
brj-23216	338	2	the	the	DET
brj-23216	338	3	data	datum	NOUN
brj-23216	338	4	generated	generate	VERB
brj-23216	338	5	by	by	ADP
brj-23216	338	6	the	the	DET
brj-23216	338	7	model	model	NOUN
brj-23216	338	8	(	(	PUNCT
brj-23216	338	9	ffnn	ffnn	NOUN
brj-23216	338	10	-	-	PUNCT
brj-23216	338	11	smo	smo	PROPN
brj-23216	338	12	)	)	PUNCT
brj-23216	338	13	and	and	CCONJ
brj-23216	338	14	the	the	DET
brj-23216	338	15	measured	measure	VERB
brj-23216	338	16	samples	sample	NOUN
brj-23216	338	17	for	for	ADP
brj-23216	338	18	the	the	DET
brj-23216	338	19	same	same	ADJ
brj-23216	338	20	input	input	NOUN
brj-23216	338	21	values	value	NOUN
brj-23216	338	22	,	,	PUNCT
brj-23216	338	23	fig	fig	NOUN
brj-23216	338	24	.	.	PUNCT
brj-23216	339	1	6	6	NUM
brj-23216	339	2	introduces	introduce	NOUN
brj-23216	339	3	the	the	DET
brj-23216	339	4	regression	regression	NOUN
brj-23216	339	5	results	result	NOUN
brj-23216	339	6	for	for	ADP
brj-23216	339	7	the	the	DET
brj-23216	339	8	training	training	NOUN
brj-23216	339	9	,	,	PUNCT
brj-23216	339	10	validating	validate	VERB
brj-23216	339	11	,	,	PUNCT
brj-23216	339	12	and	and	CCONJ
brj-23216	339	13	testing	testing	NOUN
brj-23216	339	14	processes	process	NOUN
brj-23216	339	15	with	with	ADP
brj-23216	339	16	the	the	DET
brj-23216	339	17	ffnn	ffnn	NOUN
brj-23216	339	18	-	-	PUNCT
brj-23216	339	19	smo	smo	PROPN
brj-23216	339	20	,	,	PUNCT
brj-23216	339	21	as	as	ADV
brj-23216	339	22	well	well	ADV
brj-23216	339	23	as	as	ADP
brj-23216	339	24	the	the	DET
brj-23216	339	25	r2	r2	PROPN
brj-23216	339	26	values	value	NOUN
brj-23216	339	27	recorded	record	VERB
brj-23216	339	28	by	by	ADP
brj-23216	339	29	the	the	DET
brj-23216	339	30	ffnn	ffnn	PROPN
brj-23216	339	31	-	-	PUNCT
brj-23216	339	32	smo	smo	PROPN
brj-23216	339	33	peer	peer	NOUN
brj-23216	339	34	-	-	PUNCT
brj-23216	339	35	reviewed	review	VERB
brj-23216	339	36	article	article	NOUN
brj-23216	339	37	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	339	38	alrowais	alrowais	PROPN
brj-23216	339	39	et	et	PROPN
brj-23216	339	40	al	al	PROPN
brj-23216	339	41	.	.	PROPN
brj-23216	340	1	(	(	PUNCT
brj-23216	340	2	2024	2024	NUM
brj-23216	340	3	)	)	PUNCT
brj-23216	340	4	.	.	PUNCT
brj-23216	341	1	“	"	PUNCT
brj-23216	341	2	methane	methane	NOUN
brj-23216	341	3	from	from	ADP
brj-23216	341	4	straw	straw	NOUN
brj-23216	341	5	&	&	CCONJ
brj-23216	341	6	sludge	sludge	PROPN
brj-23216	341	7	,	,	PUNCT
brj-23216	341	8	”	"	PUNCT
brj-23216	341	9	bioresources	bioresource	NOUN
brj-23216	341	10	19(2	19(2	NUM
brj-23216	341	11	)	)	PUNCT
brj-23216	341	12	,	,	PUNCT
brj-23216	341	13	2179	2179	NUM
brj-23216	341	14	-	-	SYM
brj-23216	341	15	2200	2200	NUM
brj-23216	341	16	.	.	PUNCT
brj-23216	341	17	2196	2196	NUM
brj-23216	341	18	algorithm	algorithm	NOUN
brj-23216	341	19	.	.	PUNCT
brj-23216	342	1	this	this	DET
brj-23216	342	2	approach	approach	NOUN
brj-23216	342	3	provided	provide	VERB
brj-23216	342	4	one	one	NUM
brj-23216	342	5	common	common	ADJ
brj-23216	342	6	verification	verification	NOUN
brj-23216	342	7	step	step	NOUN
brj-23216	342	8	for	for	ADP
brj-23216	342	9	the	the	DET
brj-23216	342	10	performance	performance	NOUN
brj-23216	342	11	of	of	ADP
brj-23216	342	12	the	the	DET
brj-23216	342	13	neural	neural	ADJ
brj-23216	342	14	network	network	NOUN
brj-23216	342	15	model	model	NOUN
brj-23216	342	16	.	.	PUNCT
brj-23216	343	1	the	the	DET
brj-23216	343	2	r2	r2	PROPN
brj-23216	343	3	values	value	NOUN
brj-23216	343	4	for	for	ADP
brj-23216	343	5	the	the	DET
brj-23216	343	6	optimal	optimal	ADJ
brj-23216	343	7	attained	attain	VERB
brj-23216	343	8	ffnn	ffnn	NOUN
brj-23216	343	9	-	-	PUNCT
brj-23216	343	10	smo	smo	PROPN
brj-23216	343	11	model	model	NOUN
brj-23216	343	12	were	be	AUX
brj-23216	343	13	0.99995	0.99995	NUM
brj-23216	343	14	,	,	PUNCT
brj-23216	343	15	0.9994	0.9994	NUM
brj-23216	343	16	,	,	PUNCT
brj-23216	343	17	and	and	CCONJ
brj-23216	343	18	0.9998	0.9998	NUM
brj-23216	343	19	for	for	ADP
brj-23216	343	20	training	training	NOUN
brj-23216	343	21	,	,	PUNCT
brj-23216	343	22	validation	validation	NOUN
brj-23216	343	23	,	,	PUNCT
brj-23216	343	24	and	and	CCONJ
brj-23216	343	25	testing	testing	NOUN
brj-23216	343	26	,	,	PUNCT
brj-23216	343	27	respectively	respectively	ADV
brj-23216	343	28	.	.	PUNCT
brj-23216	344	1	moreover	moreover	ADV
brj-23216	344	2	,	,	PUNCT
brj-23216	344	3	the	the	DET
brj-23216	344	4	presented	present	VERB
brj-23216	344	5	results	result	NOUN
brj-23216	344	6	determined	determine	VERB
brj-23216	344	7	the	the	DET
brj-23216	344	8	stabilities	stability	NOUN
brj-23216	344	9	of	of	ADP
brj-23216	344	10	the	the	DET
brj-23216	344	11	ffnn	ffnn	NOUN
brj-23216	344	12	-	-	PUNCT
brj-23216	344	13	smo	smo	PROPN
brj-23216	344	14	outputs	output	NOUN
brj-23216	344	15	under	under	ADP
brj-23216	344	16	various	various	ADJ
brj-23216	344	17	conditions	condition	NOUN
brj-23216	344	18	and	and	CCONJ
brj-23216	344	19	rapid	rapid	ADJ
brj-23216	344	20	convergence	convergence	NOUN
brj-23216	344	21	of	of	ADP
brj-23216	344	22	the	the	DET
brj-23216	344	23	model	model	NOUN
brj-23216	344	24	.	.	PUNCT
brj-23216	345	1	these	these	DET
brj-23216	345	2	results	result	NOUN
brj-23216	345	3	ensured	ensure	VERB
brj-23216	345	4	the	the	DET
brj-23216	345	5	adequacy	adequacy	NOUN
brj-23216	345	6	and	and	CCONJ
brj-23216	345	7	effectiveness	effectiveness	NOUN
brj-23216	345	8	of	of	ADP
brj-23216	345	9	the	the	DET
brj-23216	345	10	designed	design	VERB
brj-23216	345	11	ffnn	ffnn	NOUN
brj-23216	345	12	-	-	PUNCT
brj-23216	345	13	smo	smo	NOUN
brj-23216	345	14	in	in	ADP
brj-23216	345	15	predicting	predict	VERB
brj-23216	345	16	experimental	experimental	ADJ
brj-23216	345	17	biogas	biogas	NOUN
brj-23216	345	18	production	production	NOUN
brj-23216	345	19	.	.	PUNCT
brj-23216	346	1	therefore	therefore	ADV
brj-23216	346	2	,	,	PUNCT
brj-23216	346	3	the	the	DET
brj-23216	346	4	methane	methane	NOUN
brj-23216	346	5	production	production	NOUN
brj-23216	346	6	modelled	model	VERB
brj-23216	346	7	with	with	ADP
brj-23216	346	8	machine	machine	NOUN
brj-23216	346	9	learning	learn	VERB
brj-23216	346	10	techniques	technique	NOUN
brj-23216	346	11	such	such	ADJ
brj-23216	346	12	as	as	ADP
brj-23216	346	13	anns	ann	NOUN
brj-23216	346	14	reinforced	reinforce	VERB
brj-23216	346	15	the	the	DET
brj-23216	346	16	experimental	experimental	ADJ
brj-23216	346	17	findings	finding	NOUN
brj-23216	346	18	.	.	PUNCT
brj-23216	347	1	this	this	DET
brj-23216	347	2	approach	approach	NOUN
brj-23216	347	3	provided	provide	VERB
brj-23216	347	4	an	an	DET
brj-23216	347	5	opportunity	opportunity	NOUN
brj-23216	347	6	to	to	PART
brj-23216	347	7	elucidate	elucidate	VERB
brj-23216	347	8	the	the	DET
brj-23216	347	9	underlying	underlying	ADJ
brj-23216	347	10	mechanisms	mechanism	NOUN
brj-23216	347	11	for	for	ADP
brj-23216	347	12	such	such	ADJ
brj-23216	347	13	processes	process	NOUN
brj-23216	347	14	.	.	PUNCT
brj-23216	348	1	moreover	moreover	ADV
brj-23216	348	2	,	,	PUNCT
brj-23216	348	3	this	this	DET
brj-23216	348	4	approach	approach	NOUN
brj-23216	348	5	facilitated	facilitate	VERB
brj-23216	348	6	generalization	generalization	NOUN
brj-23216	348	7	of	of	ADP
brj-23216	348	8	the	the	DET
brj-23216	348	9	model	model	NOUN
brj-23216	348	10	and	and	CCONJ
brj-23216	348	11	provided	provide	VERB
brj-23216	348	12	a	a	DET
brj-23216	348	13	procedure	procedure	NOUN
brj-23216	348	14	for	for	ADP
brj-23216	348	15	addressing	address	VERB
brj-23216	348	16	other	other	ADJ
brj-23216	348	17	datasets	dataset	NOUN
brj-23216	348	18	from	from	ADP
brj-23216	348	19	similar	similar	ADJ
brj-23216	348	20	experimental	experimental	ADJ
brj-23216	348	21	work	work	NOUN
brj-23216	348	22	.	.	PUNCT
brj-23216	349	1	moreover	moreover	ADV
brj-23216	349	2	,	,	PUNCT
brj-23216	349	3	employing	employ	VERB
brj-23216	349	4	a	a	DET
brj-23216	349	5	metaheuristic	metaheuristic	ADJ
brj-23216	349	6	technique	technique	NOUN
brj-23216	349	7	such	such	ADJ
brj-23216	349	8	as	as	SCONJ
brj-23216	349	9	smo	smo	PROPN
brj-23216	349	10	proved	prove	VERB
brj-23216	349	11	useful	useful	ADJ
brj-23216	349	12	in	in	ADP
brj-23216	349	13	enhancing	enhance	VERB
brj-23216	349	14	the	the	DET
brj-23216	349	15	performance	performance	NOUN
brj-23216	349	16	of	of	ADP
brj-23216	349	17	the	the	DET
brj-23216	349	18	ann	ann	PROPN
brj-23216	349	19	.	.	PUNCT
brj-23216	350	1	however	however	ADV
brj-23216	350	2	,	,	PUNCT
brj-23216	350	3	this	this	DET
brj-23216	350	4	promising	promising	ADJ
brj-23216	350	5	model	model	NOUN
brj-23216	350	6	may	may	AUX
brj-23216	350	7	need	need	VERB
brj-23216	350	8	to	to	PART
brj-23216	350	9	be	be	AUX
brj-23216	350	10	retrained	retrain	VERB
brj-23216	350	11	with	with	ADP
brj-23216	350	12	new	new	ADJ
brj-23216	350	13	experimental	experimental	ADJ
brj-23216	350	14	data	datum	NOUN
brj-23216	350	15	or	or	CCONJ
brj-23216	350	16	when	when	SCONJ
brj-23216	350	17	one	one	NUM
brj-23216	350	18	of	of	ADP
brj-23216	350	19	the	the	DET
brj-23216	350	20	crucial	crucial	ADJ
brj-23216	350	21	conditions	condition	NOUN
brj-23216	350	22	is	be	AUX
brj-23216	350	23	changed	change	VERB
brj-23216	350	24	.	.	PUNCT
brj-23216	351	1	conclusions	conclusion	NOUN
brj-23216	351	2	1	1	X
brj-23216	351	3	.	.	PUNCT
brj-23216	352	1	the	the	DET
brj-23216	352	2	codigestion	codigestion	NOUN
brj-23216	352	3	of	of	ADP
brj-23216	352	4	waste	waste	NOUN
brj-23216	352	5	activated	activate	VERB
brj-23216	352	6	sludge	sludge	NOUN
brj-23216	352	7	with	with	ADP
brj-23216	352	8	barley	barley	NOUN
brj-23216	352	9	straw	straw	NOUN
brj-23216	352	10	(	(	PUNCT
brj-23216	352	11	t0	t0	NOUN
brj-23216	352	12	)	)	PUNCT
brj-23216	352	13	increased	increase	VERB
brj-23216	352	14	the	the	DET
brj-23216	352	15	methane	methane	NOUN
brj-23216	352	16	production	production	NOUN
brj-23216	352	17	1.45	1.45	NUM
brj-23216	352	18	-	-	NUM
brj-23216	352	19	fold	fold	NOUN
brj-23216	352	20	compared	compare	VERB
brj-23216	352	21	to	to	ADP
brj-23216	352	22	that	that	PRON
brj-23216	352	23	from	from	ADP
brj-23216	352	24	digestion	digestion	NOUN
brj-23216	352	25	of	of	ADP
brj-23216	352	26	sludge	sludge	NOUN
brj-23216	352	27	alone	alone	ADV
brj-23216	352	28	(	(	PUNCT
brj-23216	352	29	97	97	NUM
brj-23216	352	30	ml	ml	NOUN
brj-23216	352	31	/	/	SYM
brj-23216	352	32	g	g	NOUN
brj-23216	352	33	vs	vs	ADJ
brj-23216	352	34	)	)	PUNCT
brj-23216	352	35	.	.	PUNCT
brj-23216	353	1	2	2	X
brj-23216	353	2	.	.	X
brj-23216	353	3	codigestion	codigestion	NOUN
brj-23216	353	4	with	with	ADP
brj-23216	353	5	pretreated	pretreate	VERB
brj-23216	353	6	straw	straw	NOUN
brj-23216	353	7	(	(	PUNCT
brj-23216	353	8	t1	t1	NOUN
brj-23216	353	9	,	,	PUNCT
brj-23216	353	10	t2	t2	NOUN
brj-23216	353	11	,	,	PUNCT
brj-23216	353	12	and	and	CCONJ
brj-23216	353	13	t3	t3	PROPN
brj-23216	353	14	)	)	PUNCT
brj-23216	353	15	increased	increase	VERB
brj-23216	353	16	the	the	DET
brj-23216	353	17	methane	methane	NOUN
brj-23216	353	18	production	production	NOUN
brj-23216	353	19	levels	level	NOUN
brj-23216	353	20	to	to	ADP
brj-23216	353	21	228	228	NUM
brj-23216	353	22	,	,	PUNCT
brj-23216	353	23	281	281	NUM
brj-23216	353	24	,	,	PUNCT
brj-23216	353	25	and	and	CCONJ
brj-23216	353	26	363	363	NUM
brj-23216	353	27	ml	ml	NOUN
brj-23216	353	28	/	/	SYM
brj-23216	353	29	g	g	NOUN
brj-23216	353	30	,	,	PUNCT
brj-23216	353	31	respectively	respectively	ADV
brj-23216	353	32	.	.	PUNCT
brj-23216	354	1	3	3	X
brj-23216	354	2	.	.	X
brj-23216	354	3	pretreatment	pretreatment	NOUN
brj-23216	354	4	t3	t3	PROPN
brj-23216	354	5	was	be	AUX
brj-23216	354	6	the	the	DET
brj-23216	354	7	most	most	ADV
brj-23216	354	8	significant	significant	ADJ
brj-23216	354	9	pretreatment	pretreatment	NOUN
brj-23216	354	10	.	.	PUNCT
brj-23216	355	1	there	there	PRON
brj-23216	355	2	was	be	VERB
brj-23216	355	3	a	a	DET
brj-23216	355	4	2.57	2.57	NUM
brj-23216	355	5	-	-	ADJ
brj-23216	355	6	fold	fold	ADJ
brj-23216	355	7	increase	increase	NOUN
brj-23216	355	8	in	in	ADP
brj-23216	355	9	methane	methane	NOUN
brj-23216	355	10	production	production	NOUN
brj-23216	355	11	compared	compare	VERB
brj-23216	355	12	to	to	ADP
brj-23216	355	13	that	that	PRON
brj-23216	355	14	from	from	ADP
brj-23216	355	15	codigestion	codigestion	NOUN
brj-23216	355	16	with	with	ADP
brj-23216	355	17	untreated	untreated	ADJ
brj-23216	355	18	straw	straw	NOUN
brj-23216	355	19	;	;	PUNCT
brj-23216	355	20	moreover	moreover	ADV
brj-23216	355	21	,	,	PUNCT
brj-23216	355	22	the	the	DET
brj-23216	355	23	greatest	great	ADJ
brj-23216	355	24	reductions	reduction	NOUN
brj-23216	355	25	in	in	ADP
brj-23216	355	26	ts	ts	PROPN
brj-23216	355	27	(	(	PUNCT
brj-23216	355	28	59.3	59.3	NUM
brj-23216	355	29	%	%	NOUN
brj-23216	355	30	)	)	PUNCT
brj-23216	355	31	,	,	PUNCT
brj-23216	355	32	vs	vs	ADP
brj-23216	355	33	(	(	PUNCT
brj-23216	355	34	67.2	67.2	NUM
brj-23216	355	35	%	%	NOUN
brj-23216	355	36	)	)	PUNCT
brj-23216	355	37	,	,	PUNCT
brj-23216	355	38	and	and	CCONJ
brj-23216	355	39	cod	cod	NOUN
brj-23216	355	40	(	(	PUNCT
brj-23216	355	41	73.4	73.4	NUM
brj-23216	355	42	%	%	NOUN
brj-23216	355	43	)	)	PUNCT
brj-23216	355	44	were	be	AUX
brj-23216	355	45	recorded	record	VERB
brj-23216	355	46	among	among	ADP
brj-23216	355	47	the	the	DET
brj-23216	355	48	different	different	ADJ
brj-23216	355	49	pretreatments	pretreatment	NOUN
brj-23216	355	50	.	.	PUNCT
brj-23216	356	1	4	4	X
brj-23216	356	2	.	.	X
brj-23216	356	3	training	train	VERB
brj-23216	356	4	an	an	DET
brj-23216	356	5	ffnn	ffnn	NOUN
brj-23216	356	6	with	with	ADP
brj-23216	356	7	the	the	DET
brj-23216	356	8	smo	smo	PROPN
brj-23216	356	9	algorithm	algorithm	NOUN
brj-23216	356	10	notably	notably	ADV
brj-23216	356	11	improved	improve	VERB
brj-23216	356	12	all	all	PRON
brj-23216	356	13	of	of	ADP
brj-23216	356	14	the	the	DET
brj-23216	356	15	experimental	experimental	ADJ
brj-23216	356	16	methane	methane	NOUN
brj-23216	356	17	production	production	NOUN
brj-23216	356	18	data	datum	NOUN
brj-23216	356	19	.	.	PUNCT
brj-23216	357	1	the	the	DET
brj-23216	357	2	recorded	record	VERB
brj-23216	357	3	mse	mse	NOUN
brj-23216	357	4	values	value	NOUN
brj-23216	357	5	for	for	ADP
brj-23216	357	6	training	training	NOUN
brj-23216	357	7	and	and	CCONJ
brj-23216	357	8	testing	testing	NOUN
brj-23216	357	9	of	of	ADP
brj-23216	357	10	the	the	DET
brj-23216	357	11	designed	design	VERB
brj-23216	357	12	ffnn	ffnn	NOUN
brj-23216	357	13	-	-	PUNCT
brj-23216	357	14	smo	smo	PROPN
brj-23216	357	15	model	model	NOUN
brj-23216	357	16	were	be	AUX
brj-23216	357	17	3.1x10	3.1x10	NUM
brj-23216	357	18	-	-	SYM
brj-23216	357	19	5	5	NUM
brj-23216	357	20	and	and	CCONJ
brj-23216	357	21	2.75	2.75	NUM
brj-23216	357	22	,	,	PUNCT
brj-23216	357	23	respectively	respectively	ADV
brj-23216	357	24	.	.	PUNCT
brj-23216	358	1	the	the	DET
brj-23216	358	2	alkaline	alkaline	NOUN
brj-23216	358	3	pretreatments	pretreatment	NOUN
brj-23216	358	4	used	use	VERB
brj-23216	358	5	in	in	ADP
brj-23216	358	6	the	the	DET
brj-23216	358	7	present	present	ADJ
brj-23216	358	8	study	study	NOUN
brj-23216	358	9	produced	produce	VERB
brj-23216	358	10	desirable	desirable	ADJ
brj-23216	358	11	changes	change	NOUN
brj-23216	358	12	in	in	ADP
brj-23216	358	13	the	the	DET
brj-23216	358	14	barley	barley	NOUN
brj-23216	358	15	straw	straw	NOUN
brj-23216	358	16	characteristics	characteristic	NOUN
brj-23216	358	17	and	and	CCONJ
brj-23216	358	18	increased	increase	VERB
brj-23216	358	19	methane	methane	NOUN
brj-23216	358	20	production	production	NOUN
brj-23216	358	21	.	.	PUNCT
brj-23216	359	1	therefore	therefore	ADV
brj-23216	359	2	,	,	PUNCT
brj-23216	359	3	this	this	DET
brj-23216	359	4	study	study	NOUN
brj-23216	359	5	suggests	suggest	VERB
brj-23216	359	6	that	that	SCONJ
brj-23216	359	7	barley	barley	NOUN
brj-23216	359	8	straw	straw	NOUN
brj-23216	359	9	would	would	AUX
brj-23216	359	10	be	be	AUX
brj-23216	359	11	an	an	DET
brj-23216	359	12	ideal	ideal	ADJ
brj-23216	359	13	feedstock	feedstock	NOUN
brj-23216	359	14	for	for	ADP
brj-23216	359	15	biogas	biogas	NOUN
brj-23216	359	16	production	production	NOUN
brj-23216	359	17	if	if	SCONJ
brj-23216	359	18	it	it	PRON
brj-23216	359	19	was	be	AUX
brj-23216	359	20	properly	properly	ADV
brj-23216	359	21	pretreated	pretreate	VERB
brj-23216	359	22	.	.	PUNCT
brj-23216	360	1	furthermore	furthermore	ADV
brj-23216	360	2	,	,	PUNCT
brj-23216	360	3	the	the	DET
brj-23216	360	4	applied	apply	VERB
brj-23216	360	5	model	model	NOUN
brj-23216	360	6	showed	show	VERB
brj-23216	360	7	high	high	ADJ
brj-23216	360	8	accuracy	accuracy	NOUN
brj-23216	360	9	in	in	ADP
brj-23216	360	10	predicting	predict	VERB
brj-23216	360	11	methane	methane	NOUN
brj-23216	360	12	production	production	NOUN
brj-23216	360	13	.	.	PUNCT
brj-23216	361	1	however	however	ADV
brj-23216	361	2	,	,	PUNCT
brj-23216	361	3	future	future	ADJ
brj-23216	361	4	studies	study	NOUN
brj-23216	361	5	will	will	AUX
brj-23216	361	6	be	be	AUX
brj-23216	361	7	carried	carry	VERB
brj-23216	361	8	out	out	ADP
brj-23216	361	9	to	to	PART
brj-23216	361	10	explore	explore	VERB
brj-23216	361	11	additional	additional	ADJ
brj-23216	361	12	conditions	condition	NOUN
brj-23216	361	13	for	for	ADP
brj-23216	361	14	alkaline	alkaline	ADJ
brj-23216	361	15	pretreatments	pretreatment	NOUN
brj-23216	361	16	with	with	ADP
brj-23216	361	17	different	different	ADJ
brj-23216	361	18	chemical	chemical	NOUN
brj-23216	361	19	concentrations	concentration	NOUN
brj-23216	361	20	combined	combine	VERB
brj-23216	361	21	with	with	ADP
brj-23216	361	22	thermal	thermal	ADJ
brj-23216	361	23	effects	effect	NOUN
brj-23216	361	24	and	and	CCONJ
brj-23216	361	25	different	different	ADJ
brj-23216	361	26	contact	contact	NOUN
brj-23216	361	27	times	time	NOUN
brj-23216	361	28	.	.	PUNCT
brj-23216	362	1	acknowledgments	acknowledgment	NOUN
brj-23216	362	2	the	the	DET
brj-23216	362	3	authors	author	NOUN
brj-23216	362	4	extend	extend	VERB
brj-23216	362	5	their	their	PRON
brj-23216	362	6	appreciation	appreciation	NOUN
brj-23216	362	7	to	to	ADP
brj-23216	362	8	the	the	DET
brj-23216	362	9	deputyship	deputyship	NOUN
brj-23216	362	10	for	for	ADP
brj-23216	362	11	research	research	NOUN
brj-23216	362	12	&	&	CCONJ
brj-23216	362	13	innovation	innovation	NOUN
brj-23216	362	14	,	,	PUNCT
brj-23216	362	15	ministry	ministry	PROPN
brj-23216	362	16	of	of	ADP
brj-23216	362	17	education	education	NOUN
brj-23216	362	18	in	in	ADP
brj-23216	362	19	saudi	saudi	PROPN
brj-23216	362	20	arabia	arabia	PROPN
brj-23216	362	21	,	,	PUNCT
brj-23216	362	22	for	for	ADP
brj-23216	362	23	funding	fund	VERB
brj-23216	362	24	this	this	DET
brj-23216	362	25	research	research	NOUN
brj-23216	362	26	through	through	ADP
brj-23216	362	27	project	project	NOUN
brj-23216	362	28	number	number	NOUN
brj-23216	362	29	223202	223202	NUM
brj-23216	362	30	(	(	PUNCT
brj-23216	362	31	if	if	SCONJ
brj-23216	362	32	-	-	PUNCT
brj-23216	362	33	ju-2	ju-2	NOUN
brj-23216	362	34	-	-	PUNCT
brj-23216	362	35	070	070	NUM
brj-23216	362	36	)	)	PUNCT
brj-23216	362	37	.	.	PUNCT
brj-23216	363	1	peer	peer	NOUN
brj-23216	363	2	-	-	PUNCT
brj-23216	363	3	reviewed	review	VERB
brj-23216	363	4	article	article	NOUN
brj-23216	363	5	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	363	6	alrowais	alrowais	PROPN
brj-23216	363	7	et	et	PROPN
brj-23216	363	8	al	al	PROPN
brj-23216	363	9	.	.	PROPN
brj-23216	364	1	(	(	PUNCT
brj-23216	364	2	2024	2024	NUM
brj-23216	364	3	)	)	PUNCT
brj-23216	364	4	.	.	PUNCT
brj-23216	365	1	“	"	PUNCT
brj-23216	365	2	methane	methane	NOUN
brj-23216	365	3	from	from	ADP
brj-23216	365	4	straw	straw	NOUN
brj-23216	365	5	&	&	CCONJ
brj-23216	365	6	sludge	sludge	PROPN
brj-23216	365	7	,	,	PUNCT
brj-23216	365	8	”	"	PUNCT
brj-23216	365	9	bioresources	bioresource	NOUN
brj-23216	365	10	19(2	19(2	NUM
brj-23216	365	11	)	)	PUNCT
brj-23216	365	12	,	,	PUNCT
brj-23216	365	13	2179	2179	NUM
brj-23216	365	14	-	-	SYM
brj-23216	365	15	2200	2200	NUM
brj-23216	365	16	.	.	PUNCT
brj-23216	366	1	2197	2197	NUM
brj-23216	367	1	references	reference	NOUN
brj-23216	367	2	cited	cite	VERB
brj-23216	367	3	abdel	abdel	PROPN
brj-23216	367	4	daiem	daiem	PROPN
brj-23216	367	5	,	,	PUNCT
brj-23216	367	6	m.	m.	NOUN
brj-23216	367	7	m.	m.	NOUN
brj-23216	367	8	,	,	PUNCT
brj-23216	367	9	hatata	hatata	PROPN
brj-23216	367	10	,	,	PUNCT
brj-23216	367	11	a.	a.	PROPN
brj-23216	367	12	,	,	PUNCT
brj-23216	367	13	el	el	PROPN
brj-23216	367	14	-	-	NOUN
brj-23216	367	15	gohary	gohary	NOUN
brj-23216	367	16	,	,	PUNCT
brj-23216	367	17	e.	e.	PROPN
brj-23216	367	18	h.	h.	PROPN
brj-23216	367	19	,	,	PUNCT
brj-23216	367	20	abd	abd	PROPN
brj-23216	367	21	-	-	PUNCT
brj-23216	367	22	elhamid	elhamid	PROPN
brj-23216	367	23	,	,	PUNCT
brj-23216	367	24	h.	h.	PROPN
brj-23216	367	25	f.	f.	PROPN
brj-23216	367	26	,	,	PUNCT
brj-23216	367	27	and	and	CCONJ
brj-23216	367	28	said	say	VERB
brj-23216	367	29	,	,	PUNCT
brj-23216	367	30	n.	n.	PROPN
brj-23216	367	31	(	(	PUNCT
brj-23216	367	32	2021a	2021a	NUM
brj-23216	367	33	)	)	PUNCT
brj-23216	367	34	.	.	PUNCT
brj-23216	368	1	“	"	PUNCT
brj-23216	368	2	application	application	NOUN
brj-23216	368	3	of	of	ADP
brj-23216	368	4	an	an	DET
brj-23216	368	5	artificial	artificial	ADJ
brj-23216	368	6	neural	neural	ADJ
brj-23216	368	7	network	network	NOUN
brj-23216	368	8	for	for	ADP
brj-23216	368	9	the	the	DET
brj-23216	368	10	improvement	improvement	NOUN
brj-23216	368	11	of	of	ADP
brj-23216	368	12	agricultural	agricultural	ADJ
brj-23216	368	13	drainage	drainage	NOUN
brj-23216	368	14	water	water	NOUN
brj-23216	368	15	quality	quality	NOUN
brj-23216	368	16	using	use	VERB
brj-23216	368	17	a	a	DET
brj-23216	368	18	submerged	submerged	ADJ
brj-23216	368	19	biofilter	biofilter	NOUN
brj-23216	368	20	,	,	PUNCT
brj-23216	368	21	”	"	PUNCT
brj-23216	368	22	environmental	environmental	ADJ
brj-23216	368	23	science	science	NOUN
brj-23216	368	24	and	and	CCONJ
brj-23216	368	25	pollution	pollution	NOUN
brj-23216	368	26	research	research	NOUN
brj-23216	368	27	28(5	28(5	NUM
brj-23216	368	28	)	)	PUNCT
brj-23216	368	29	,	,	PUNCT
brj-23216	368	30	5854	5854	NUM
brj-23216	368	31	-	-	SYM
brj-23216	368	32	5866	5866	NUM
brj-23216	368	33	.	.	PUNCT
brj-23216	369	1	doi	doi	NOUN
brj-23216	369	2	:	:	PUNCT
brj-23216	369	3	10.1007	10.1007	NUM
brj-23216	369	4	/	/	SYM
brj-23216	369	5	s11356	s11356	NOUN
brj-23216	369	6	-	-	PUNCT
brj-23216	369	7	020	020	NUM
brj-23216	369	8	-	-	PUNCT
brj-23216	369	9	10964	10964	NUM
brj-23216	369	10	-	-	PUNCT
brj-23216	369	11	0	0	NUM
brj-23216	369	12	abdel	abdel	PROPN
brj-23216	369	13	daiem	daiem	PROPN
brj-23216	369	14	,	,	PUNCT
brj-23216	369	15	m.	m.	NOUN
brj-23216	369	16	m.	m.	NOUN
brj-23216	369	17	,	,	PUNCT
brj-23216	369	18	hatata	hatata	PROPN
brj-23216	369	19	,	,	PUNCT
brj-23216	369	20	a.	a.	NOUN
brj-23216	369	21	,	,	PUNCT
brj-23216	369	22	galal	galal	PROPN
brj-23216	369	23	,	,	PUNCT
brj-23216	369	24	o.	o.	PROPN
brj-23216	369	25	h.	h.	PROPN
brj-23216	369	26	,	,	PUNCT
brj-23216	369	27	said	say	VERB
brj-23216	369	28	,	,	PUNCT
brj-23216	369	29	n.	n.	NOUN
brj-23216	369	30	,	,	PUNCT
brj-23216	369	31	and	and	CCONJ
brj-23216	369	32	ahmed	ahmed	PROPN
brj-23216	369	33	,	,	PUNCT
brj-23216	369	34	d.	d.	PROPN
brj-23216	369	35	(	(	PUNCT
brj-23216	369	36	2021b	2021b	NUM
brj-23216	369	37	)	)	PUNCT
brj-23216	369	38	.	.	PUNCT
brj-23216	370	1	“	"	PUNCT
brj-23216	370	2	prediction	prediction	NOUN
brj-23216	370	3	of	of	ADP
brj-23216	370	4	biogas	biogas	NOUN
brj-23216	370	5	production	production	NOUN
brj-23216	370	6	from	from	ADP
brj-23216	370	7	anaerobic	anaerobic	ADJ
brj-23216	370	8	co	co	NOUN
brj-23216	370	9	-	-	NOUN
brj-23216	370	10	digestion	digestion	NOUN
brj-23216	370	11	of	of	ADP
brj-23216	370	12	waste	waste	NOUN
brj-23216	370	13	activated	activate	VERB
brj-23216	370	14	sludge	sludge	NOUN
brj-23216	370	15	and	and	CCONJ
brj-23216	370	16	wheat	wheat	NOUN
brj-23216	370	17	straw	straw	NOUN
brj-23216	370	18	using	use	VERB
brj-23216	370	19	two	two	NUM
brj-23216	370	20	-	-	PUNCT
brj-23216	370	21	dimensional	dimensional	ADJ
brj-23216	370	22	mathematical	mathematical	ADJ
brj-23216	370	23	models	model	NOUN
brj-23216	370	24	and	and	CCONJ
brj-23216	370	25	an	an	DET
brj-23216	370	26	artificial	artificial	ADJ
brj-23216	370	27	neural	neural	ADJ
brj-23216	370	28	network	network	NOUN
brj-23216	370	29	,	,	PUNCT
brj-23216	370	30	”	"	PUNCT
brj-23216	370	31	renewable	renewable	ADJ
brj-23216	370	32	energy	energy	NOUN
brj-23216	370	33	178	178	NUM
brj-23216	370	34	,	,	PUNCT
brj-23216	370	35	226	226	NUM
brj-23216	370	36	-	-	SYM
brj-23216	370	37	240	240	NUM
brj-23216	370	38	.	.	PUNCT
brj-23216	371	1	doi	doi	NOUN
brj-23216	371	2	:	:	PUNCT
brj-23216	371	3	10.1016	10.1016	NUM
brj-23216	371	4	/	/	SYM
brj-23216	371	5	j.renene.2021.06.050	j.renene.2021.06.050	PROPN
brj-23216	371	6	abdel	abdel	PROPN
brj-23216	371	7	daiem	daiem	PROPN
brj-23216	371	8	,	,	PUNCT
brj-23216	371	9	m.	m.	NOUN
brj-23216	371	10	m.	m.	NOUN
brj-23216	371	11	,	,	PUNCT
brj-23216	371	12	hatata	hatata	PROPN
brj-23216	371	13	,	,	PUNCT
brj-23216	371	14	a.	a.	NOUN
brj-23216	371	15	,	,	PUNCT
brj-23216	371	16	and	and	CCONJ
brj-23216	371	17	said	say	VERB
brj-23216	371	18	,	,	PUNCT
brj-23216	371	19	n.	n.	PROPN
brj-23216	371	20	(	(	PUNCT
brj-23216	371	21	2022	2022	NUM
brj-23216	371	22	)	)	PUNCT
brj-23216	371	23	.	.	PUNCT
brj-23216	372	1	“	"	PUNCT
brj-23216	372	2	modeling	modeling	NOUN
brj-23216	372	3	and	and	CCONJ
brj-23216	372	4	optimization	optimization	NOUN
brj-23216	372	5	of	of	ADP
brj-23216	372	6	semi	semi	ADJ
brj-23216	372	7	-	-	ADJ
brj-23216	372	8	continuous	continuous	ADJ
brj-23216	372	9	anaerobic	anaerobic	NOUN
brj-23216	372	10	co	co	NOUN
brj-23216	372	11	-	-	NOUN
brj-23216	372	12	digestion	digestion	NOUN
brj-23216	372	13	of	of	ADP
brj-23216	372	14	activated	activate	VERB
brj-23216	372	15	sludge	sludge	NOUN
brj-23216	372	16	and	and	CCONJ
brj-23216	372	17	wheat	wheat	NOUN
brj-23216	372	18	straw	straw	NOUN
brj-23216	372	19	using	use	VERB
brj-23216	372	20	nonlinear	nonlinear	ADJ
brj-23216	372	21	autoregressive	autoregressive	ADJ
brj-23216	372	22	exogenous	exogenous	ADJ
brj-23216	372	23	neural	neural	ADJ
brj-23216	372	24	network	network	NOUN
brj-23216	372	25	and	and	CCONJ
brj-23216	372	26	seagull	seagull	NOUN
brj-23216	372	27	algorithm	algorithm	NOUN
brj-23216	372	28	,	,	PUNCT
brj-23216	372	29	”	"	PUNCT
brj-23216	372	30	energy	energy	NOUN
brj-23216	372	31	241	241	NUM
brj-23216	372	32	,	,	PUNCT
brj-23216	372	33	article	article	NOUN
brj-23216	372	34	122939	122939	NUM
brj-23216	372	35	.	.	PUNCT
brj-23216	373	1	doi	doi	NOUN
brj-23216	373	2	:	:	PUNCT
brj-23216	373	3	10.1016	10.1016	NUM
brj-23216	373	4	/	/	SYM
brj-23216	373	5	j.energy.2021.122939	j.energy.2021.122939	PROPN
brj-23216	373	6	abdel	abdel	PROPN
brj-23216	373	7	daiem	daiem	PROPN
brj-23216	373	8	,	,	PUNCT
brj-23216	373	9	m.	m.	NOUN
brj-23216	373	10	m.	m.	NOUN
brj-23216	373	11	,	,	PUNCT
brj-23216	373	12	and	and	CCONJ
brj-23216	373	13	said	say	VERB
brj-23216	373	14	,	,	PUNCT
brj-23216	373	15	n.	n.	PROPN
brj-23216	373	16	(	(	PUNCT
brj-23216	373	17	2023	2023	NUM
brj-23216	373	18	)	)	PUNCT
brj-23216	373	19	.	.	PUNCT
brj-23216	374	1	“	"	PUNCT
brj-23216	374	2	assessment	assessment	NOUN
brj-23216	374	3	and	and	CCONJ
brj-23216	374	4	contribution	contribution	NOUN
brj-23216	374	5	of	of	ADP
brj-23216	374	6	biomass	biomass	NOUN
brj-23216	374	7	residues	residue	NOUN
brj-23216	374	8	to	to	PART
brj-23216	374	9	renewable	renewable	VERB
brj-23216	374	10	energy	energy	NOUN
brj-23216	374	11	resources	resource	NOUN
brj-23216	374	12	in	in	ADP
brj-23216	374	13	egypt	egypt	PROPN
brj-23216	374	14	,	,	PUNCT
brj-23216	374	15	”	"	PUNCT
brj-23216	374	16	in	in	ADP
brj-23216	374	17	:	:	PUNCT
brj-23216	374	18	the	the	DET
brj-23216	374	19	handbook	handbook	NOUN
brj-23216	374	20	of	of	ADP
brj-23216	374	21	environmental	environmental	ADJ
brj-23216	374	22	chemistry	chemistry	NOUN
brj-23216	374	23	,	,	PUNCT
brj-23216	374	24	springer	springer	NOUN
brj-23216	374	25	berlin	berlin	PROPN
brj-23216	374	26	heidelberg	heidelberg	PROPN
brj-23216	374	27	,	,	PUNCT
brj-23216	374	28	berlin	berlin	PROPN
brj-23216	374	29	,	,	PUNCT
brj-23216	374	30	heidelberg	heidelberg	PROPN
brj-23216	374	31	,	,	PUNCT
brj-23216	374	32	pp	pp	X
brj-23216	374	33	.	.	PUNCT
brj-23216	375	1	1	1	NUM
brj-23216	375	2	-	-	SYM
brj-23216	375	3	28	28	NUM
brj-23216	375	4	.	.	PUNCT
brj-23216	376	1	doi	doi	NOUN
brj-23216	376	2	:	:	PUNCT
brj-23216	376	3	10.1007/698_2022_938	10.1007/698_2022_938	ADJ
brj-23216	376	4	abdel	abdel	PROPN
brj-23216	376	5	daiem	daiem	PROPN
brj-23216	376	6	,	,	PUNCT
brj-23216	376	7	m.	m.	NOUN
brj-23216	376	8	m.	m.	NOUN
brj-23216	376	9	,	,	PUNCT
brj-23216	376	10	and	and	CCONJ
brj-23216	376	11	said	say	VERB
brj-23216	376	12	,	,	PUNCT
brj-23216	376	13	n.	n.	PROPN
brj-23216	376	14	(	(	PUNCT
brj-23216	376	15	2022	2022	NUM
brj-23216	376	16	)	)	PUNCT
brj-23216	376	17	.	.	PUNCT
brj-23216	377	1	“	"	PUNCT
brj-23216	377	2	energetic	energetic	ADJ
brj-23216	377	3	,	,	PUNCT
brj-23216	377	4	economic	economic	ADJ
brj-23216	377	5	,	,	PUNCT
brj-23216	377	6	and	and	CCONJ
brj-23216	377	7	environmental	environmental	ADJ
brj-23216	377	8	perspectives	perspective	NOUN
brj-23216	377	9	of	of	ADP
brj-23216	377	10	power	power	NOUN
brj-23216	377	11	generation	generation	NOUN
brj-23216	377	12	from	from	ADP
brj-23216	377	13	residual	residual	ADJ
brj-23216	377	14	biomass	biomass	NOUN
brj-23216	377	15	in	in	ADP
brj-23216	377	16	saudi	saudi	PROPN
brj-23216	377	17	arabia	arabia	PROPN
brj-23216	377	18	,	,	PUNCT
brj-23216	377	19	”	"	PUNCT
brj-23216	377	20	alexandria	alexandria	PROPN
brj-23216	377	21	engineering	engineering	PROPN
brj-23216	377	22	journal	journal	PROPN
brj-23216	377	23	61(5	61(5	NUM
brj-23216	377	24	)	)	PUNCT
brj-23216	377	25	,	,	PUNCT
brj-23216	377	26	3351	3351	NUM
brj-23216	377	27	-	-	SYM
brj-23216	377	28	3364	3364	NUM
brj-23216	377	29	.	.	PUNCT
brj-23216	378	1	doi	doi	NOUN
brj-23216	378	2	:	:	PUNCT
brj-23216	378	3	10.1016	10.1016	NUM
brj-23216	378	4	/	/	SYM
brj-23216	378	5	j.aej.2021.08.049	j.aej.2021.08.049	PROPN
brj-23216	378	6	aghbashlo	aghbashlo	PROPN
brj-23216	378	7	,	,	PUNCT
brj-23216	378	8	m.	m.	NOUN
brj-23216	378	9	,	,	PUNCT
brj-23216	378	10	mandegari	mandegari	PROPN
brj-23216	378	11	,	,	PUNCT
brj-23216	378	12	m.	m.	NOUN
brj-23216	378	13	,	,	PUNCT
brj-23216	378	14	tabatabaei	tabatabaei	NOUN
brj-23216	378	15	,	,	PUNCT
brj-23216	378	16	m.	m.	NOUN
brj-23216	378	17	,	,	PUNCT
brj-23216	378	18	farzad	farzad	PROPN
brj-23216	378	19	,	,	PUNCT
brj-23216	378	20	s.	s.	PROPN
brj-23216	378	21	,	,	PUNCT
brj-23216	378	22	soufiyan	soufiyan	ADJ
brj-23216	378	23	,	,	PUNCT
brj-23216	378	24	m.	m.	NOUN
brj-23216	378	25	m.	m.	NOUN
brj-23216	378	26	,	,	PUNCT
brj-23216	378	27	and	and	CCONJ
brj-23216	378	28	görgens	görgen	NOUN
brj-23216	378	29	,	,	PUNCT
brj-23216	378	30	j.	j.	PROPN
brj-23216	378	31	f.	f.	PROPN
brj-23216	378	32	(	(	PUNCT
brj-23216	378	33	2018	2018	NUM
brj-23216	378	34	)	)	PUNCT
brj-23216	378	35	.	.	PUNCT
brj-23216	379	1	“	"	PUNCT
brj-23216	379	2	exergy	exergy	NOUN
brj-23216	379	3	analysis	analysis	NOUN
brj-23216	379	4	of	of	ADP
brj-23216	379	5	a	a	DET
brj-23216	379	6	lignocellulosic	lignocellulosic	ADV
brj-23216	379	7	-	-	PUNCT
brj-23216	379	8	based	base	VERB
brj-23216	379	9	biorefinery	biorefinery	NOUN
brj-23216	379	10	annexed	annex	VERB
brj-23216	379	11	to	to	ADP
brj-23216	379	12	a	a	DET
brj-23216	379	13	sugarcane	sugarcane	NOUN
brj-23216	379	14	mill	mill	NOUN
brj-23216	379	15	for	for	ADP
brj-23216	379	16	simultaneous	simultaneous	ADJ
brj-23216	379	17	lactic	lactic	ADJ
brj-23216	379	18	acid	acid	NOUN
brj-23216	379	19	and	and	CCONJ
brj-23216	379	20	electricity	electricity	NOUN
brj-23216	379	21	production	production	NOUN
brj-23216	379	22	,	,	PUNCT
brj-23216	379	23	”	"	PUNCT
brj-23216	379	24	energy	energy	NOUN
brj-23216	379	25	149	149	NUM
brj-23216	379	26	,	,	PUNCT
brj-23216	379	27	623	623	NUM
brj-23216	379	28	-	-	SYM
brj-23216	379	29	638	638	NUM
brj-23216	379	30	.	.	PUNCT
brj-23216	380	1	al	al	PROPN
brj-23216	380	2	-	-	PUNCT
brj-23216	380	3	da’asen	da’asen	PROPN
brj-23216	380	4	,	,	PUNCT
brj-23216	380	5	a.	a.	NOUN
brj-23216	380	6	,	,	PUNCT
brj-23216	380	7	al	al	PROPN
brj-23216	380	8	-	-	PUNCT
brj-23216	380	9	harahsheh	harahsheh	PROPN
brj-23216	380	10	,	,	PUNCT
brj-23216	380	11	a.	a.	PROPN
brj-23216	380	12	,	,	PUNCT
brj-23216	380	13	al	al	PROPN
brj-23216	380	14	-	-	PUNCT
brj-23216	380	15	hwaiti	hwaiti	PROPN
brj-23216	380	16	,	,	PUNCT
brj-23216	380	17	m.	m.	NOUN
brj-23216	380	18	,	,	PUNCT
brj-23216	380	19	and	and	CCONJ
brj-23216	380	20	irshaid	irshaid	PROPN
brj-23216	380	21	irshaid	irshaid	PROPN
brj-23216	380	22	,	,	PUNCT
brj-23216	380	23	f.	f.	PROPN
brj-23216	380	24	(	(	PUNCT
brj-23216	380	25	2022	2022	NUM
brj-23216	380	26	)	)	PUNCT
brj-23216	380	27	.	.	PUNCT
brj-23216	381	1	“	"	PUNCT
brj-23216	381	2	biogas	biogas	NOUN
brj-23216	381	3	production	production	NOUN
brj-23216	381	4	via	via	ADP
brj-23216	381	5	anaerobic	anaerobic	ADJ
brj-23216	381	6	codigestion	codigestion	NOUN
brj-23216	381	7	of	of	ADP
brj-23216	381	8	chemically	chemically	ADV
brj-23216	381	9	treated	treat	VERB
brj-23216	381	10	wheat	wheat	NOUN
brj-23216	381	11	straw	straw	NOUN
brj-23216	381	12	with	with	ADP
brj-23216	381	13	sewage	sewage	NOUN
brj-23216	381	14	sludge	sludge	NOUN
brj-23216	381	15	or	or	CCONJ
brj-23216	381	16	cow	cow	NOUN
brj-23216	381	17	manure	manure	NOUN
brj-23216	381	18	,	,	PUNCT
brj-23216	381	19	”	"	PUNCT
brj-23216	381	20	biomass	biomass	NOUN
brj-23216	381	21	conversion	conversion	NOUN
brj-23216	381	22	and	and	CCONJ
brj-23216	381	23	biorefinery	biorefinery	NOUN
brj-23216	381	24	14(8	14(8	NUM
brj-23216	381	25	)	)	PUNCT
brj-23216	381	26	,	,	PUNCT
brj-23216	381	27	1	1	NUM
brj-23216	381	28	-	-	SYM
brj-23216	381	29	12	12	NUM
brj-23216	381	30	.	.	PUNCT
brj-23216	382	1	almomani	almomani	PROPN
brj-23216	382	2	,	,	PUNCT
brj-23216	382	3	f.	f.	PROPN
brj-23216	382	4	(	(	PUNCT
brj-23216	382	5	2020	2020	NUM
brj-23216	382	6	)	)	PUNCT
brj-23216	382	7	.	.	PUNCT
brj-23216	383	1	“	"	PUNCT
brj-23216	383	2	prediction	prediction	NOUN
brj-23216	383	3	of	of	ADP
brj-23216	383	4	biogas	biogas	NOUN
brj-23216	383	5	production	production	NOUN
brj-23216	383	6	from	from	ADP
brj-23216	383	7	chemically	chemically	ADV
brj-23216	383	8	treated	treat	VERB
brj-23216	383	9	codigested	codigeste	VERB
brj-23216	383	10	agricultural	agricultural	ADJ
brj-23216	383	11	waste	waste	NOUN
brj-23216	383	12	using	use	VERB
brj-23216	383	13	artificial	artificial	ADJ
brj-23216	383	14	neural	neural	ADJ
brj-23216	383	15	network	network	NOUN
brj-23216	383	16	,	,	PUNCT
brj-23216	383	17	”	"	PUNCT
brj-23216	383	18	fuel	fuel	NOUN
brj-23216	383	19	280	280	NUM
brj-23216	383	20	,	,	PUNCT
brj-23216	383	21	article	article	NOUN
brj-23216	383	22	118573	118573	NUM
brj-23216	383	23	.	.	PUNCT
brj-23216	384	1	alrowais	alrowais	PROPN
brj-23216	384	2	,	,	PUNCT
brj-23216	384	3	r.	r.	PROPN
brj-23216	384	4	,	,	PUNCT
brj-23216	384	5	abdel	abdel	PROPN
brj-23216	384	6	daiem	daiem	PROPN
brj-23216	384	7	,	,	PUNCT
brj-23216	384	8	m.	m.	NOUN
brj-23216	384	9	m.	m.	NOUN
brj-23216	384	10	,	,	PUNCT
brj-23216	384	11	li	li	PROPN
brj-23216	384	12	,	,	PUNCT
brj-23216	384	13	r.	r.	PROPN
brj-23216	384	14	,	,	PUNCT
brj-23216	384	15	maklad	maklad	NOUN
brj-23216	384	16	,	,	PUNCT
brj-23216	384	17	m.	m.	NOUN
brj-23216	384	18	a.	a.	PROPN
brj-23216	384	19	,	,	PUNCT
brj-23216	384	20	helmi	helmi	PROPN
brj-23216	384	21	,	,	PUNCT
brj-23216	384	22	a.	a.	NOUN
brj-23216	384	23	m.	m.	NOUN
brj-23216	384	24	,	,	PUNCT
brj-23216	384	25	nasef	nasef	PROPN
brj-23216	384	26	,	,	PUNCT
brj-23216	384	27	b.	b.	PROPN
brj-23216	384	28	m.	m.	PROPN
brj-23216	384	29	,	,	PUNCT
brj-23216	384	30	and	and	CCONJ
brj-23216	384	31	said	say	VERB
brj-23216	384	32	,	,	PUNCT
brj-23216	384	33	n.	n.	PROPN
brj-23216	384	34	(	(	PUNCT
brj-23216	384	35	2023a	2023a	NUM
brj-23216	384	36	)	)	PUNCT
brj-23216	384	37	.	.	PUNCT
brj-23216	385	1	“	"	PUNCT
brj-23216	385	2	groundwater	groundwater	NOUN
brj-23216	385	3	quality	quality	NOUN
brj-23216	385	4	assessment	assessment	NOUN
brj-23216	385	5	for	for	ADP
brj-23216	385	6	drinking	drinking	NOUN
brj-23216	385	7	and	and	CCONJ
brj-23216	385	8	irrigation	irrigation	NOUN
brj-23216	385	9	purposes	purpose	NOUN
brj-23216	385	10	at	at	ADP
brj-23216	385	11	al	al	PROPN
brj-23216	385	12	-	-	PUNCT
brj-23216	385	13	jouf	jouf	PROPN
brj-23216	385	14	area	area	NOUN
brj-23216	385	15	in	in	ADP
brj-23216	385	16	ksa	ksa	PROPN
brj-23216	385	17	using	use	VERB
brj-23216	385	18	artificial	artificial	ADJ
brj-23216	385	19	neural	neural	ADJ
brj-23216	385	20	network	network	NOUN
brj-23216	385	21	,	,	PUNCT
brj-23216	385	22	gis	gis	NOUN
brj-23216	385	23	,	,	PUNCT
brj-23216	385	24	and	and	CCONJ
brj-23216	385	25	multivariate	multivariate	VERB
brj-23216	385	26	statistical	statistical	ADJ
brj-23216	385	27	techniques	technique	NOUN
brj-23216	385	28	,	,	PUNCT
brj-23216	385	29	”	"	PUNCT
brj-23216	385	30	water	water	NOUN
brj-23216	385	31	15(16	15(16	NOUN
brj-23216	385	32	)	)	PUNCT
brj-23216	385	33	,	,	PUNCT
brj-23216	385	34	article	article	NOUN
brj-23216	385	35	2982	2982	NUM
brj-23216	385	36	.	.	PUNCT
brj-23216	386	1	alrowais	alrowais	PROPN
brj-23216	386	2	,	,	PUNCT
brj-23216	386	3	r.	r.	PROPN
brj-23216	386	4	,	,	PUNCT
brj-23216	386	5	said	say	VERB
brj-23216	386	6	,	,	PUNCT
brj-23216	386	7	n.	n.	NOUN
brj-23216	386	8	,	,	PUNCT
brj-23216	386	9	alotaibi	alotaibi	PROPN
brj-23216	386	10	,	,	PUNCT
brj-23216	386	11	a.	a.	NOUN
brj-23216	386	12	,	,	PUNCT
brj-23216	386	13	hatata	hatata	PROPN
brj-23216	386	14	,	,	PUNCT
brj-23216	386	15	a.	a.	NOUN
brj-23216	386	16	,	,	PUNCT
brj-23216	386	17	essa	essa	PROPN
brj-23216	386	18	,	,	PUNCT
brj-23216	386	19	m.	m.	NOUN
brj-23216	386	20	a.	a.	NOUN
brj-23216	386	21	,	,	PUNCT
brj-23216	386	22	and	and	CCONJ
brj-23216	386	23	abdel	abdel	PROPN
brj-23216	386	24	daiem	daiem	PROPN
brj-23216	386	25	,	,	PUNCT
brj-23216	386	26	m.	m.	NOUN
brj-23216	386	27	m.	m.	NOUN
brj-23216	386	28	(	(	PUNCT
brj-23216	386	29	2023b	2023b	NUM
brj-23216	386	30	)	)	PUNCT
brj-23216	386	31	.	.	PUNCT
brj-23216	387	1	“	"	PUNCT
brj-23216	387	2	comparing	compare	VERB
brj-23216	387	3	the	the	DET
brj-23216	387	4	effect	effect	NOUN
brj-23216	387	5	of	of	ADP
brj-23216	387	6	mesophilic	mesophilic	ADJ
brj-23216	387	7	and	and	CCONJ
brj-23216	387	8	thermophilic	thermophilic	ADJ
brj-23216	387	9	anaerobic	anaerobic	NOUN
brj-23216	387	10	codigestion	codigestion	NOUN
brj-23216	387	11	for	for	ADP
brj-23216	387	12	sustainable	sustainable	ADJ
brj-23216	387	13	biogas	biogas	NOUN
brj-23216	387	14	production	production	NOUN
brj-23216	387	15	:	:	PUNCT
brj-23216	387	16	an	an	DET
brj-23216	387	17	experimental	experimental	ADJ
brj-23216	387	18	and	and	CCONJ
brj-23216	387	19	recurrent	recurrent	ADJ
brj-23216	387	20	neural	neural	ADJ
brj-23216	387	21	network	network	NOUN
brj-23216	387	22	model	model	NOUN
brj-23216	387	23	study	study	NOUN
brj-23216	387	24	,	,	PUNCT
brj-23216	387	25	”	"	PUNCT
brj-23216	387	26	journal	journal	NOUN
brj-23216	387	27	of	of	ADP
brj-23216	387	28	cleaner	clean	ADJ
brj-23216	387	29	production	production	NOUN
brj-23216	387	30	392	392	NUM
brj-23216	387	31	,	,	PUNCT
brj-23216	387	32	article	article	NOUN
brj-23216	387	33	136248	136248	NUM
brj-23216	387	34	.	.	PUNCT
brj-23216	388	1	alrowais	alrowais	PROPN
brj-23216	388	2	,	,	PUNCT
brj-23216	388	3	r.	r.	PROPN
brj-23216	388	4	,	,	PUNCT
brj-23216	388	5	yousef	yousef	PROPN
brj-23216	388	6	,	,	PUNCT
brj-23216	388	7	r.	r.	PROPN
brj-23216	388	8	s.	s.	PROPN
brj-23216	388	9	,	,	PUNCT
brj-23216	388	10	ahmed	ahmed	PROPN
brj-23216	388	11	,	,	PUNCT
brj-23216	388	12	o.	o.	PROPN
brj-23216	388	13	konsowa	konsowa	PROPN
brj-23216	388	14	,	,	PUNCT
brj-23216	388	15	mahmoud	mahmoud	PROPN
brj-23216	388	16	-	-	PUNCT
brj-23216	388	17	aly	aly	PROPN
brj-23216	388	18	,	,	PUNCT
brj-23216	388	19	m.	m.	NOUN
brj-23216	388	20	,	,	PUNCT
brj-23216	388	21	abdel	abdel	PROPN
brj-23216	388	22	daiem	daiem	PROPN
brj-23216	388	23	,	,	PUNCT
brj-23216	388	24	m.	m.	NOUN
brj-23216	388	25	m.	m.	NOUN
brj-23216	388	26	,	,	PUNCT
brj-23216	388	27	and	and	CCONJ
brj-23216	388	28	said	say	VERB
brj-23216	388	29	,	,	PUNCT
brj-23216	388	30	n.	n.	PROPN
brj-23216	388	31	(	(	PUNCT
brj-23216	388	32	2023c	2023c	NUM
brj-23216	388	33	)	)	PUNCT
brj-23216	388	34	.	.	PUNCT
brj-23216	389	1	“	"	PUNCT
brj-23216	389	2	enhanced	enhance	VERB
brj-23216	389	3	detoxification	detoxification	NOUN
brj-23216	389	4	methods	method	NOUN
brj-23216	389	5	for	for	ADP
brj-23216	389	6	the	the	DET
brj-23216	389	7	safe	safe	ADJ
brj-23216	389	8	reuse	reuse	NOUN
brj-23216	389	9	of	of	ADP
brj-23216	389	10	treated	treat	VERB
brj-23216	389	11	olive	olive	NOUN
brj-23216	389	12	mill	mill	NOUN
brj-23216	389	13	wastewater	wastewater	NOUN
brj-23216	389	14	in	in	ADP
brj-23216	389	15	irrigation	irrigation	NOUN
brj-23216	389	16	,	,	PUNCT
brj-23216	389	17	”	"	PUNCT
brj-23216	389	18	environmental	environmental	PROPN
brj-23216	389	19	sciences	sciences	PROPN
brj-23216	389	20	europe	europe	PROPN
brj-23216	389	21	35(1	35(1	NUM
brj-23216	389	22	)	)	PUNCT
brj-23216	389	23	,	,	PUNCT
brj-23216	389	24	95	95	NUM
brj-23216	389	25	.	.	PUNCT
brj-23216	389	26	barik	barik	PROPN
brj-23216	389	27	,	,	PUNCT
brj-23216	389	28	d.	d.	PROPN
brj-23216	389	29	,	,	PUNCT
brj-23216	389	30	and	and	CCONJ
brj-23216	389	31	murugan	murugan	PROPN
brj-23216	389	32	,	,	PUNCT
brj-23216	389	33	s.	s.	PROPN
brj-23216	389	34	(	(	PUNCT
brj-23216	389	35	2015	2015	NUM
brj-23216	389	36	)	)	PUNCT
brj-23216	389	37	.	.	PUNCT
brj-23216	390	1	“	"	PUNCT
brj-23216	390	2	an	an	DET
brj-23216	390	3	artificial	artificial	ADJ
brj-23216	390	4	neural	neural	ADJ
brj-23216	390	5	network	network	NOUN
brj-23216	390	6	and	and	CCONJ
brj-23216	390	7	genetic	genetic	ADJ
brj-23216	390	8	algorithm	algorithm	NOUN
brj-23216	390	9	optimized	optimize	VERB
brj-23216	390	10	model	model	NOUN
brj-23216	390	11	for	for	ADP
brj-23216	390	12	biogas	biogas	NOUN
brj-23216	390	13	production	production	NOUN
brj-23216	390	14	from	from	ADP
brj-23216	390	15	co	co	NOUN
brj-23216	390	16	-	-	NOUN
brj-23216	390	17	digestion	digestion	NOUN
brj-23216	390	18	of	of	ADP
brj-23216	390	19	seed	seed	NOUN
brj-23216	390	20	cake	cake	NOUN
brj-23216	390	21	of	of	ADP
brj-23216	390	22	karanja	karanja	PROPN
brj-23216	390	23	and	and	CCONJ
brj-23216	390	24	cattle	cattle	NOUN
brj-23216	390	25	dung	dung	NOUN
brj-23216	390	26	,	,	PUNCT
brj-23216	390	27	”	"	PUNCT
brj-23216	390	28	waste	waste	NOUN
brj-23216	390	29	and	and	CCONJ
brj-23216	390	30	biomass	biomass	NOUN
brj-23216	390	31	valorization	valorization	NOUN
brj-23216	390	32	6(6	6(6	ADP
brj-23216	390	33	)	)	PUNCT
brj-23216	390	34	,	,	PUNCT
brj-23216	390	35	1015	1015	NUM
brj-23216	390	36	-	-	SYM
brj-23216	390	37	1027	1027	NUM
brj-23216	390	38	.	.	PUNCT
brj-23216	391	1	peer	peer	NOUN
brj-23216	391	2	-	-	PUNCT
brj-23216	391	3	reviewed	review	VERB
brj-23216	391	4	article	article	NOUN
brj-23216	391	5	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	391	6	alrowais	alrowais	PROPN
brj-23216	391	7	et	et	PROPN
brj-23216	391	8	al	al	PROPN
brj-23216	391	9	.	.	PROPN
brj-23216	392	1	(	(	PUNCT
brj-23216	392	2	2024	2024	NUM
brj-23216	392	3	)	)	PUNCT
brj-23216	392	4	.	.	PUNCT
brj-23216	393	1	“	"	PUNCT
brj-23216	393	2	methane	methane	NOUN
brj-23216	393	3	from	from	ADP
brj-23216	393	4	straw	straw	NOUN
brj-23216	393	5	&	&	CCONJ
brj-23216	393	6	sludge	sludge	PROPN
brj-23216	393	7	,	,	PUNCT
brj-23216	393	8	”	"	PUNCT
brj-23216	393	9	bioresources	bioresource	NOUN
brj-23216	393	10	19(2	19(2	NUM
brj-23216	393	11	)	)	PUNCT
brj-23216	393	12	,	,	PUNCT
brj-23216	393	13	2179	2179	NUM
brj-23216	393	14	-	-	SYM
brj-23216	393	15	2200	2200	NUM
brj-23216	393	16	.	.	PUNCT
brj-23216	393	17	2198	2198	NUM
brj-23216	393	18	beltramo	beltramo	PROPN
brj-23216	393	19	,	,	PUNCT
brj-23216	393	20	t.	t.	PROPN
brj-23216	393	21	,	,	PUNCT
brj-23216	393	22	klocke	klocke	PROPN
brj-23216	393	23	,	,	PUNCT
brj-23216	393	24	m.	m.	NOUN
brj-23216	393	25	,	,	PUNCT
brj-23216	393	26	and	and	CCONJ
brj-23216	393	27	hitzmann	hitzmann	PROPN
brj-23216	393	28	,	,	PUNCT
brj-23216	393	29	b.	b.	PROPN
brj-23216	393	30	(	(	PUNCT
brj-23216	393	31	2019	2019	NUM
brj-23216	393	32	)	)	PUNCT
brj-23216	393	33	.	.	PUNCT
brj-23216	394	1	“	"	PUNCT
brj-23216	394	2	prediction	prediction	NOUN
brj-23216	394	3	of	of	ADP
brj-23216	394	4	the	the	DET
brj-23216	394	5	biogas	biogas	NOUN
brj-23216	394	6	production	production	NOUN
brj-23216	394	7	using	use	VERB
brj-23216	394	8	ga	ga	PROPN
brj-23216	394	9	and	and	CCONJ
brj-23216	394	10	aco	aco	PROPN
brj-23216	394	11	input	input	PROPN
brj-23216	394	12	features	feature	VERB
brj-23216	394	13	selection	selection	NOUN
brj-23216	394	14	method	method	NOUN
brj-23216	394	15	for	for	ADP
brj-23216	394	16	ann	ann	PROPN
brj-23216	394	17	model	model	NOUN
brj-23216	394	18	,	,	PUNCT
brj-23216	394	19	”	"	PUNCT
brj-23216	394	20	information	information	NOUN
brj-23216	394	21	processing	processing	NOUN
brj-23216	394	22	in	in	ADP
brj-23216	394	23	agriculture	agriculture	NOUN
brj-23216	394	24	6(3	6(3	PROPN
brj-23216	394	25	)	)	PUNCT
brj-23216	394	26	,	,	PUNCT
brj-23216	394	27	349	349	NUM
brj-23216	394	28	-	-	SYM
brj-23216	394	29	356	356	NUM
brj-23216	394	30	.	.	PUNCT
brj-23216	395	1	deng	deng	PROPN
brj-23216	395	2	,	,	PUNCT
brj-23216	395	3	l.	l.	PROPN
brj-23216	395	4	,	,	PUNCT
brj-23216	395	5	zhang	zhang	PROPN
brj-23216	395	6	,	,	PUNCT
brj-23216	395	7	t.	t.	PROPN
brj-23216	395	8	,	,	PUNCT
brj-23216	395	9	and	and	CCONJ
brj-23216	395	10	che	che	PROPN
brj-23216	395	11	,	,	PUNCT
brj-23216	395	12	d.	d.	PROPN
brj-23216	395	13	(	(	PUNCT
brj-23216	395	14	2013	2013	NUM
brj-23216	395	15	)	)	PUNCT
brj-23216	395	16	.	.	PUNCT
brj-23216	396	1	“	"	PUNCT
brj-23216	396	2	effect	effect	NOUN
brj-23216	396	3	of	of	ADP
brj-23216	396	4	water	water	NOUN
brj-23216	396	5	washing	washing	NOUN
brj-23216	396	6	on	on	ADP
brj-23216	396	7	fuel	fuel	NOUN
brj-23216	396	8	properties	property	NOUN
brj-23216	396	9	,	,	PUNCT
brj-23216	396	10	pyrolysis	pyrolysis	NOUN
brj-23216	396	11	and	and	CCONJ
brj-23216	396	12	combustion	combustion	NOUN
brj-23216	396	13	characteristics	characteristic	NOUN
brj-23216	396	14	,	,	PUNCT
brj-23216	396	15	and	and	CCONJ
brj-23216	396	16	ash	ash	NOUN
brj-23216	396	17	fusibility	fusibility	NOUN
brj-23216	396	18	of	of	ADP
brj-23216	396	19	biomass	biomass	NOUN
brj-23216	396	20	,	,	PUNCT
brj-23216	396	21	”	"	PUNCT
brj-23216	396	22	fuel	fuel	NOUN
brj-23216	396	23	processing	processing	NOUN
brj-23216	396	24	technology	technology	NOUN
brj-23216	396	25	106	106	NUM
brj-23216	396	26	,	,	PUNCT
brj-23216	396	27	712	712	NUM
brj-23216	396	28	-	-	SYM
brj-23216	396	29	720	720	NUM
brj-23216	396	30	.	.	PUNCT
brj-23216	397	1	dobre	dobre	PROPN
brj-23216	397	2	,	,	PUNCT
brj-23216	397	3	p.	p.	PROPN
brj-23216	397	4	,	,	PUNCT
brj-23216	397	5	nicolae	nicolae	PROPN
brj-23216	397	6	,	,	PUNCT
brj-23216	397	7	f.	f.	PROPN
brj-23216	397	8	,	,	PUNCT
brj-23216	397	9	and	and	CCONJ
brj-23216	397	10	matei	matei	NOUN
brj-23216	397	11	,	,	PUNCT
brj-23216	397	12	f.	f.	PROPN
brj-23216	397	13	(	(	PUNCT
brj-23216	397	14	2014	2014	NUM
brj-23216	397	15	)	)	PUNCT
brj-23216	397	16	.	.	PUNCT
brj-23216	398	1	“	"	PUNCT
brj-23216	398	2	main	main	ADJ
brj-23216	398	3	factors	factor	NOUN
brj-23216	398	4	affecting	affect	VERB
brj-23216	398	5	biogas	biogas	NOUN
brj-23216	398	6	productionan	productionan	NOUN
brj-23216	398	7	overview	overview	NOUN
brj-23216	398	8	,	,	PUNCT
brj-23216	398	9	”	"	PUNCT
brj-23216	398	10	romanian	romanian	ADJ
brj-23216	398	11	biotechnological	biotechnological	ADJ
brj-23216	398	12	letters	letter	NOUN
brj-23216	398	13	,	,	PUNCT
brj-23216	398	14	ars	ar	VERB
brj-23216	398	15	docendi	docendi	PROPN
brj-23216	398	16	publishing	publishing	PROPN
brj-23216	398	17	house	house	PROPN
brj-23216	398	18	,	,	PUNCT
brj-23216	398	19	19(3	19(3	NUM
brj-23216	398	20	)	)	PUNCT
brj-23216	398	21	,	,	PUNCT
brj-23216	398	22	9283	9283	NUM
brj-23216	398	23	-	-	SYM
brj-23216	398	24	9296	9296	NUM
brj-23216	398	25	.	.	PUNCT
brj-23216	399	1	du	du	PROPN
brj-23216	399	2	,	,	PUNCT
brj-23216	399	3	j.	j.	PROPN
brj-23216	399	4	,	,	PUNCT
brj-23216	399	5	qian	qian	PROPN
brj-23216	399	6	,	,	PUNCT
brj-23216	399	7	y.	y.	PROPN
brj-23216	399	8	,	,	PUNCT
brj-23216	399	9	xi	xi	PROPN
brj-23216	399	10	,	,	PUNCT
brj-23216	399	11	y.	y.	NOUN
brj-23216	399	12	,	,	PUNCT
brj-23216	399	13	and	and	CCONJ
brj-23216	399	14	lü	lü	X
brj-23216	399	15	,	,	PUNCT
brj-23216	399	16	x.	x.	NOUN
brj-23216	399	17	(	(	PUNCT
brj-23216	399	18	2019	2019	NUM
brj-23216	399	19	)	)	PUNCT
brj-23216	399	20	.	.	PUNCT
brj-23216	400	1	“	"	PUNCT
brj-23216	400	2	hydrothermal	hydrothermal	NOUN
brj-23216	400	3	and	and	CCONJ
brj-23216	400	4	alkaline	alkaline	NOUN
brj-23216	400	5	thermal	thermal	ADJ
brj-23216	400	6	pretreatment	pretreatment	NOUN
brj-23216	400	7	at	at	ADP
brj-23216	400	8	mild	mild	ADJ
brj-23216	400	9	temperature	temperature	NOUN
brj-23216	400	10	in	in	ADP
brj-23216	400	11	solid	solid	ADJ
brj-23216	400	12	state	state	NOUN
brj-23216	400	13	for	for	ADP
brj-23216	400	14	physicochemical	physicochemical	ADJ
brj-23216	400	15	properties	property	NOUN
brj-23216	400	16	and	and	CCONJ
brj-23216	400	17	biogas	biogas	NOUN
brj-23216	400	18	production	production	NOUN
brj-23216	400	19	from	from	ADP
brj-23216	400	20	anaerobic	anaerobic	ADJ
brj-23216	400	21	digestion	digestion	NOUN
brj-23216	400	22	of	of	ADP
brj-23216	400	23	rice	rice	NOUN
brj-23216	400	24	straw	straw	NOUN
brj-23216	400	25	,	,	PUNCT
brj-23216	400	26	”	"	PUNCT
brj-23216	400	27	renewable	renewable	ADJ
brj-23216	400	28	energy	energy	NOUN
brj-23216	400	29	139	139	NUM
brj-23216	400	30	,	,	PUNCT
brj-23216	400	31	261	261	NUM
brj-23216	400	32	-	-	SYM
brj-23216	400	33	267	267	NUM
brj-23216	400	34	.	.	PUNCT
brj-23216	401	1	dumlu	dumlu	PROPN
brj-23216	401	2	,	,	PUNCT
brj-23216	401	3	l.	l.	PROPN
brj-23216	401	4	,	,	PUNCT
brj-23216	401	5	ciggin	ciggin	PROPN
brj-23216	401	6	,	,	PUNCT
brj-23216	401	7	a.	a.	PROPN
brj-23216	401	8	s.	s.	PROPN
brj-23216	401	9	,	,	PUNCT
brj-23216	401	10	ručman	ručman	NOUN
brj-23216	401	11	,	,	PUNCT
brj-23216	401	12	s.	s.	PROPN
brj-23216	401	13	,	,	PUNCT
brj-23216	401	14	and	and	CCONJ
brj-23216	401	15	perendeci	perendeci	NOUN
brj-23216	401	16	,	,	PUNCT
brj-23216	401	17	n.	n.	NOUN
brj-23216	401	18	a.	a.	NOUN
brj-23216	401	19	(	(	PUNCT
brj-23216	401	20	2021	2021	NUM
brj-23216	401	21	)	)	PUNCT
brj-23216	401	22	.	.	PUNCT
brj-23216	402	1	“	"	PUNCT
brj-23216	402	2	pretreatment	pretreatment	NOUN
brj-23216	402	3	,	,	PUNCT
brj-23216	402	4	anaerobic	anaerobic	NOUN
brj-23216	402	5	codigestion	codigestion	NOUN
brj-23216	402	6	,	,	PUNCT
brj-23216	402	7	or	or	CCONJ
brj-23216	402	8	both	both	PRON
brj-23216	402	9	?	?	PUNCT
brj-23216	403	1	which	which	PRON
brj-23216	403	2	is	be	AUX
brj-23216	403	3	more	more	ADV
brj-23216	403	4	suitable	suitable	ADJ
brj-23216	403	5	for	for	ADP
brj-23216	403	6	the	the	DET
brj-23216	403	7	enhancement	enhancement	NOUN
brj-23216	403	8	of	of	ADP
brj-23216	403	9	methane	methane	NOUN
brj-23216	403	10	production	production	NOUN
brj-23216	403	11	from	from	ADP
brj-23216	403	12	agricultural	agricultural	ADJ
brj-23216	403	13	waste	waste	NOUN
brj-23216	403	14	?	?	PUNCT
brj-23216	403	15	,	,	PUNCT
brj-23216	403	16	”	"	PUNCT
brj-23216	403	17	molecules	molecule	NOUN
brj-23216	403	18	26(14	26(14	NUM
brj-23216	403	19	)	)	PUNCT
brj-23216	403	20	,	,	PUNCT
brj-23216	403	21	article	article	NOUN
brj-23216	403	22	4175	4175	NUM
brj-23216	403	23	.	.	PUNCT
brj-23216	404	1	fjørtoft	fjørtoft	ADV
brj-23216	404	2	,	,	PUNCT
brj-23216	404	3	k.	k.	PROPN
brj-23216	404	4	,	,	PUNCT
brj-23216	404	5	morken	morken	VERB
brj-23216	404	6	,	,	PUNCT
brj-23216	404	7	j.	j.	PROPN
brj-23216	404	8	,	,	PUNCT
brj-23216	404	9	hanssen	hanssen	PROPN
brj-23216	404	10	,	,	PUNCT
brj-23216	404	11	j.	j.	PROPN
brj-23216	404	12	f.	f.	PROPN
brj-23216	404	13	,	,	PUNCT
brj-23216	404	14	and	and	CCONJ
brj-23216	404	15	briseid	briseid	NOUN
brj-23216	404	16	,	,	PUNCT
brj-23216	404	17	t.	t.	PROPN
brj-23216	404	18	(	(	PUNCT
brj-23216	404	19	2019	2019	NUM
brj-23216	404	20	)	)	PUNCT
brj-23216	404	21	.	.	PUNCT
brj-23216	405	1	“	"	PUNCT
brj-23216	405	2	pre	pre	ADJ
brj-23216	405	3	-	-	ADJ
brj-23216	405	4	treatment	treatment	ADJ
brj-23216	405	5	methods	method	NOUN
brj-23216	405	6	for	for	ADP
brj-23216	405	7	straw	straw	NOUN
brj-23216	405	8	for	for	ADP
brj-23216	405	9	farm	farm	NOUN
brj-23216	405	10	-	-	PUNCT
brj-23216	405	11	scale	scale	NOUN
brj-23216	405	12	biogas	biogas	NOUN
brj-23216	405	13	plants	plant	NOUN
brj-23216	405	14	,	,	PUNCT
brj-23216	405	15	”	"	PUNCT
brj-23216	405	16	biomass	biomass	NOUN
brj-23216	405	17	and	and	CCONJ
brj-23216	405	18	bioenergy	bioenergy	NOUN
brj-23216	405	19	124	124	NUM
brj-23216	405	20	,	,	PUNCT
brj-23216	405	21	88	88	NUM
brj-23216	405	22	-	-	SYM
brj-23216	405	23	94	94	NUM
brj-23216	405	24	.	.	PUNCT
brj-23216	406	1	ghatak	ghatak	NOUN
brj-23216	406	2	,	,	PUNCT
brj-23216	406	3	m.	m.	NOUN
brj-23216	406	4	das	das	PROPN
brj-23216	406	5	,	,	PUNCT
brj-23216	406	6	and	and	CCONJ
brj-23216	406	7	ghatak	ghatak	NOUN
brj-23216	406	8	,	,	PUNCT
brj-23216	406	9	a.	a.	NOUN
brj-23216	406	10	(	(	PUNCT
brj-23216	406	11	2018	2018	NUM
brj-23216	406	12	)	)	PUNCT
brj-23216	406	13	.	.	PUNCT
brj-23216	407	1	“	"	PUNCT
brj-23216	407	2	artificial	artificial	ADJ
brj-23216	407	3	neural	neural	ADJ
brj-23216	407	4	network	network	NOUN
brj-23216	407	5	model	model	NOUN
brj-23216	407	6	to	to	PART
brj-23216	407	7	predict	predict	VERB
brj-23216	407	8	behavior	behavior	NOUN
brj-23216	407	9	of	of	ADP
brj-23216	407	10	biogas	biogas	NOUN
brj-23216	407	11	production	production	NOUN
brj-23216	407	12	curve	curve	NOUN
brj-23216	407	13	from	from	ADP
brj-23216	407	14	mixed	mixed	ADJ
brj-23216	407	15	lignocellulosic	lignocellulosic	ADJ
brj-23216	407	16	co	co	NOUN
brj-23216	407	17	-	-	NOUN
brj-23216	407	18	substrates	substrate	NOUN
brj-23216	407	19	,	,	PUNCT
brj-23216	407	20	”	"	PUNCT
brj-23216	407	21	fuel	fuel	NOUN
brj-23216	407	22	232	232	NUM
brj-23216	407	23	,	,	PUNCT
brj-23216	407	24	178	178	NUM
brj-23216	407	25	-	-	SYM
brj-23216	407	26	189	189	NUM
brj-23216	407	27	.	.	PUNCT
brj-23216	408	1	hamzah	hamzah	PROPN
brj-23216	408	2	,	,	PUNCT
brj-23216	408	3	n.	n.	PROPN
brj-23216	408	4	,	,	PUNCT
brj-23216	408	5	tokimatsu	tokimatsu	NOUN
brj-23216	408	6	,	,	PUNCT
brj-23216	408	7	k.	k.	PROPN
brj-23216	408	8	,	,	PUNCT
brj-23216	408	9	and	and	CCONJ
brj-23216	408	10	yoshikawa	yoshikawa	PROPN
brj-23216	408	11	,	,	PUNCT
brj-23216	408	12	k.	k.	PROPN
brj-23216	408	13	(	(	PUNCT
brj-23216	408	14	2019	2019	NUM
brj-23216	408	15	)	)	PUNCT
brj-23216	408	16	.	.	PUNCT
brj-23216	409	1	“	"	PUNCT
brj-23216	409	2	solid	solid	ADJ
brj-23216	409	3	fuel	fuel	NOUN
brj-23216	409	4	from	from	ADP
brj-23216	409	5	oil	oil	NOUN
brj-23216	409	6	palm	palm	NOUN
brj-23216	409	7	biomass	biomass	NOUN
brj-23216	409	8	residues	residue	NOUN
brj-23216	409	9	and	and	CCONJ
brj-23216	409	10	municipal	municipal	ADJ
brj-23216	409	11	solid	solid	ADJ
brj-23216	409	12	waste	waste	NOUN
brj-23216	409	13	by	by	ADP
brj-23216	409	14	hydrothermal	hydrothermal	ADJ
brj-23216	409	15	treatment	treatment	NOUN
brj-23216	409	16	for	for	ADP
brj-23216	409	17	electrical	electrical	ADJ
brj-23216	409	18	power	power	NOUN
brj-23216	409	19	generation	generation	NOUN
brj-23216	409	20	in	in	ADP
brj-23216	409	21	malaysia	malaysia	PROPN
brj-23216	409	22	:	:	PUNCT
brj-23216	409	23	a	a	DET
brj-23216	409	24	review	review	NOUN
brj-23216	409	25	,	,	PUNCT
brj-23216	409	26	”	"	PUNCT
brj-23216	409	27	sustainability	sustainability	NOUN
brj-23216	409	28	11(4	11(4	NUM
brj-23216	409	29	)	)	PUNCT
brj-23216	409	30	,	,	PUNCT
brj-23216	409	31	article	article	NOUN
brj-23216	409	32	1060	1060	NUM
brj-23216	409	33	.	.	PUNCT
brj-23216	410	1	hassan	hassan	PROPN
brj-23216	410	2	,	,	PUNCT
brj-23216	410	3	m.	m.	NOUN
brj-23216	410	4	,	,	PUNCT
brj-23216	410	5	ding	ding	NOUN
brj-23216	410	6	,	,	PUNCT
brj-23216	410	7	w.	w.	PROPN
brj-23216	410	8	,	,	PUNCT
brj-23216	410	9	bi	bi	PROPN
brj-23216	410	10	,	,	PUNCT
brj-23216	410	11	j.	j.	PROPN
brj-23216	410	12	,	,	PUNCT
brj-23216	410	13	mehryar	mehryar	PROPN
brj-23216	410	14	,	,	PUNCT
brj-23216	410	15	e.	e.	PROPN
brj-23216	410	16	,	,	PUNCT
brj-23216	410	17	talha	talha	PROPN
brj-23216	410	18	,	,	PUNCT
brj-23216	410	19	z.	z.	PROPN
brj-23216	410	20	a.	a.	NOUN
brj-23216	410	21	a.	a.	PROPN
brj-23216	410	22	,	,	PUNCT
brj-23216	410	23	and	and	CCONJ
brj-23216	410	24	huang	huang	PROPN
brj-23216	410	25	,	,	PUNCT
brj-23216	410	26	h.	h.	PROPN
brj-23216	410	27	(	(	PUNCT
brj-23216	410	28	2016	2016	NUM
brj-23216	410	29	)	)	PUNCT
brj-23216	410	30	.	.	PUNCT
brj-23216	411	1	“	"	PUNCT
brj-23216	411	2	methane	methane	NOUN
brj-23216	411	3	enhancement	enhancement	NOUN
brj-23216	411	4	through	through	ADP
brj-23216	411	5	oxidative	oxidative	ADJ
brj-23216	411	6	cleavage	cleavage	NOUN
brj-23216	411	7	and	and	CCONJ
brj-23216	411	8	alkali	alkali	ADJ
brj-23216	411	9	solubilization	solubilization	NOUN
brj-23216	411	10	pretreatments	pretreatment	NOUN
brj-23216	411	11	for	for	ADP
brj-23216	411	12	corn	corn	NOUN
brj-23216	411	13	stover	stover	NOUN
brj-23216	411	14	with	with	ADP
brj-23216	411	15	anaerobic	anaerobic	ADJ
brj-23216	411	16	activated	activate	VERB
brj-23216	411	17	sludge	sludge	NOUN
brj-23216	411	18	,	,	PUNCT
brj-23216	411	19	”	"	PUNCT
brj-23216	411	20	bioresource	bioresource	ADJ
brj-23216	411	21	technology	technology	NOUN
brj-23216	411	22	200	200	NUM
brj-23216	411	23	,	,	PUNCT
brj-23216	411	24	405	405	NUM
brj-23216	411	25	-	-	SYM
brj-23216	411	26	412	412	NUM
brj-23216	411	27	.	.	PUNCT
brj-23216	412	1	hassan	hassan	PROPN
brj-23216	412	2	,	,	PUNCT
brj-23216	412	3	m.	m.	NOUN
brj-23216	412	4	,	,	PUNCT
brj-23216	412	5	ding	ding	NOUN
brj-23216	412	6	,	,	PUNCT
brj-23216	412	7	w.	w.	PROPN
brj-23216	412	8	,	,	PUNCT
brj-23216	412	9	umar	umar	PROPN
brj-23216	412	10	,	,	PUNCT
brj-23216	412	11	m.	m.	NOUN
brj-23216	412	12	,	,	PUNCT
brj-23216	412	13	and	and	CCONJ
brj-23216	412	14	rasool	rasool	NOUN
brj-23216	412	15	,	,	PUNCT
brj-23216	412	16	g.	g.	PROPN
brj-23216	412	17	(	(	PUNCT
brj-23216	412	18	2017	2017	NUM
brj-23216	412	19	)	)	PUNCT
brj-23216	412	20	.	.	PUNCT
brj-23216	413	1	“	"	PUNCT
brj-23216	413	2	batch	batch	NOUN
brj-23216	413	3	and	and	CCONJ
brj-23216	413	4	semi	semi	ADJ
brj-23216	413	5	-	-	ADJ
brj-23216	413	6	continuous	continuous	ADJ
brj-23216	413	7	anaerobic	anaerobic	NOUN
brj-23216	413	8	co	co	NOUN
brj-23216	413	9	-	-	NOUN
brj-23216	413	10	digestion	digestion	NOUN
brj-23216	413	11	of	of	ADP
brj-23216	413	12	goose	goose	NOUN
brj-23216	413	13	manure	manure	NOUN
brj-23216	413	14	with	with	ADP
brj-23216	413	15	alkali	alkali	ADJ
brj-23216	413	16	solubilized	solubilize	VERB
brj-23216	413	17	wheat	wheat	NOUN
brj-23216	413	18	straw	straw	NOUN
brj-23216	413	19	:	:	PUNCT
brj-23216	413	20	a	a	DET
brj-23216	413	21	case	case	NOUN
brj-23216	413	22	of	of	ADP
brj-23216	413	23	carbon	carbon	NOUN
brj-23216	413	24	to	to	ADP
brj-23216	413	25	nitrogen	nitrogen	NOUN
brj-23216	413	26	ratio	ratio	NOUN
brj-23216	413	27	and	and	CCONJ
brj-23216	413	28	organic	organic	ADJ
brj-23216	413	29	loading	loading	NOUN
brj-23216	413	30	rate	rate	NOUN
brj-23216	413	31	regression	regression	NOUN
brj-23216	413	32	optimization	optimization	NOUN
brj-23216	413	33	,	,	PUNCT
brj-23216	413	34	”	"	PUNCT
brj-23216	413	35	bioresource	bioresource	ADP
brj-23216	413	36	technology	technology	NOUN
brj-23216	413	37	230	230	NUM
brj-23216	413	38	,	,	PUNCT
brj-23216	413	39	24	24	NUM
brj-23216	413	40	-	-	SYM
brj-23216	413	41	32	32	NUM
brj-23216	413	42	.	.	PUNCT
brj-23216	414	1	jaffar	jaffar	PROPN
brj-23216	414	2	,	,	PUNCT
brj-23216	414	3	m.	m.	NOUN
brj-23216	414	4	,	,	PUNCT
brj-23216	414	5	pang	pang	NOUN
brj-23216	414	6	,	,	PUNCT
brj-23216	414	7	y.	y.	PROPN
brj-23216	414	8	,	,	PUNCT
brj-23216	414	9	yuan	yuan	PROPN
brj-23216	414	10	,	,	PUNCT
brj-23216	414	11	h.	h.	PROPN
brj-23216	414	12	,	,	PUNCT
brj-23216	414	13	zou	zou	PROPN
brj-23216	414	14	,	,	PUNCT
brj-23216	414	15	d.	d.	PROPN
brj-23216	414	16	,	,	PUNCT
brj-23216	414	17	liu	liu	PROPN
brj-23216	414	18	,	,	PUNCT
brj-23216	414	19	y.	y.	PROPN
brj-23216	414	20	,	,	PUNCT
brj-23216	414	21	zhu	zhu	PROPN
brj-23216	414	22	,	,	PUNCT
brj-23216	414	23	b.	b.	PROPN
brj-23216	414	24	,	,	PUNCT
brj-23216	414	25	korai	korai	PROPN
brj-23216	414	26	,	,	PUNCT
brj-23216	414	27	r.	r.	PROPN
brj-23216	414	28	m.	m.	PROPN
brj-23216	414	29	,	,	PUNCT
brj-23216	414	30	and	and	CCONJ
brj-23216	414	31	li	li	PROPN
brj-23216	414	32	,	,	PUNCT
brj-23216	414	33	x.	x.	NOUN
brj-23216	414	34	(	(	PUNCT
brj-23216	414	35	2016	2016	NUM
brj-23216	414	36	)	)	PUNCT
brj-23216	414	37	.	.	PUNCT
brj-23216	415	1	“	"	PUNCT
brj-23216	415	2	wheat	wheat	NOUN
brj-23216	415	3	straw	straw	NOUN
brj-23216	415	4	pretreatment	pretreatment	NOUN
brj-23216	415	5	with	with	ADP
brj-23216	415	6	koh	koh	PROPN
brj-23216	415	7	for	for	ADP
brj-23216	415	8	enhancing	enhance	VERB
brj-23216	415	9	biomethane	biomethane	NOUN
brj-23216	415	10	production	production	NOUN
brj-23216	415	11	and	and	CCONJ
brj-23216	415	12	fertilizer	fertilizer	NOUN
brj-23216	415	13	value	value	NOUN
brj-23216	415	14	in	in	ADP
brj-23216	415	15	anaerobic	anaerobic	ADJ
brj-23216	415	16	digestion	digestion	NOUN
brj-23216	415	17	,	,	PUNCT
brj-23216	415	18	”	"	PUNCT
brj-23216	415	19	chinese	chinese	ADJ
brj-23216	415	20	journal	journal	NOUN
brj-23216	415	21	of	of	ADP
brj-23216	415	22	chemical	chemical	PROPN
brj-23216	415	23	engineering	engineering	NOUN
brj-23216	415	24	24(3	24(3	NOUN
brj-23216	415	25	)	)	PUNCT
brj-23216	415	26	,	,	PUNCT
brj-23216	415	27	404	404	NUM
brj-23216	415	28	-	-	SYM
brj-23216	415	29	409	409	NUM
brj-23216	415	30	.	.	PUNCT
brj-23216	415	31	kitessa	kitessa	PROPN
brj-23216	415	32	,	,	PUNCT
brj-23216	415	33	w.	w.	PROPN
brj-23216	415	34	m.	m.	PROPN
brj-23216	415	35	,	,	PUNCT
brj-23216	415	36	fufa	fufa	PROPN
brj-23216	415	37	,	,	PUNCT
brj-23216	415	38	f.	f.	PROPN
brj-23216	415	39	,	,	PUNCT
brj-23216	415	40	and	and	CCONJ
brj-23216	415	41	abera	abera	NOUN
brj-23216	415	42	,	,	PUNCT
brj-23216	415	43	d.	d.	PROPN
brj-23216	415	44	(	(	PUNCT
brj-23216	415	45	2022	2022	NUM
brj-23216	415	46	)	)	PUNCT
brj-23216	415	47	.	.	PUNCT
brj-23216	416	1	“	"	PUNCT
brj-23216	416	2	biogas	biogas	NOUN
brj-23216	416	3	production	production	NOUN
brj-23216	416	4	and	and	CCONJ
brj-23216	416	5	biofertilizer	biofertilizer	NOUN
brj-23216	416	6	estimation	estimation	NOUN
brj-23216	416	7	from	from	ADP
brj-23216	416	8	anaerobic	anaerobic	ADJ
brj-23216	416	9	co	co	NOUN
brj-23216	416	10	-	-	NOUN
brj-23216	416	11	digestion	digestion	NOUN
brj-23216	416	12	of	of	ADP
brj-23216	416	13	blends	blend	NOUN
brj-23216	416	14	of	of	ADP
brj-23216	416	15	wastewater	wastewater	NOUN
brj-23216	416	16	and	and	CCONJ
brj-23216	416	17	microalgae	microalgae	NOUN
brj-23216	416	18	,	,	PUNCT
brj-23216	416	19	”	"	PUNCT
brj-23216	416	20	international	international	ADJ
brj-23216	416	21	journal	journal	NOUN
brj-23216	416	22	of	of	ADP
brj-23216	416	23	chemical	chemical	PROPN
brj-23216	416	24	engineering	engineering	NOUN
brj-23216	416	25	2022	2022	NUM
brj-23216	416	26	,	,	PUNCT
brj-23216	416	27	article	article	NOUN
brj-23216	416	28	3560068	3560068	NUM
brj-23216	416	29	.	.	PUNCT
brj-23216	417	1	li	li	PROPN
brj-23216	417	2	,	,	PUNCT
brj-23216	417	3	s.	s.	PROPN
brj-23216	417	4	,	,	PUNCT
brj-23216	417	5	chen	chen	PROPN
brj-23216	417	6	,	,	PUNCT
brj-23216	417	7	h.	h.	PROPN
brj-23216	417	8	,	,	PUNCT
brj-23216	417	9	wang	wang	PROPN
brj-23216	417	10	,	,	PUNCT
brj-23216	417	11	m.	m.	NOUN
brj-23216	417	12	,	,	PUNCT
brj-23216	417	13	heidari	heidari	ADJ
brj-23216	417	14	,	,	PUNCT
brj-23216	417	15	a.	a.	NOUN
brj-23216	417	16	a.	a.	PROPN
brj-23216	417	17	,	,	PUNCT
brj-23216	417	18	and	and	CCONJ
brj-23216	417	19	mirjalili	mirjalili	NOUN
brj-23216	417	20	,	,	PUNCT
brj-23216	417	21	s.	s.	PROPN
brj-23216	417	22	(	(	PUNCT
brj-23216	417	23	2020	2020	NUM
brj-23216	417	24	)	)	PUNCT
brj-23216	417	25	.	.	PUNCT
brj-23216	418	1	“	"	PUNCT
brj-23216	418	2	slime	slime	NOUN
brj-23216	418	3	mould	mould	AUX
brj-23216	418	4	algorithm	algorithm	VERB
brj-23216	418	5	:	:	PUNCT
brj-23216	418	6	a	a	DET
brj-23216	418	7	new	new	ADJ
brj-23216	418	8	method	method	NOUN
brj-23216	418	9	for	for	ADP
brj-23216	418	10	stochastic	stochastic	ADJ
brj-23216	418	11	optimization	optimization	NOUN
brj-23216	418	12	,	,	PUNCT
brj-23216	418	13	”	"	PUNCT
brj-23216	418	14	future	future	ADJ
brj-23216	418	15	generation	generation	NOUN
brj-23216	418	16	computer	computer	NOUN
brj-23216	418	17	systems	system	NOUN
brj-23216	418	18	111	111	NUM
brj-23216	418	19	,	,	PUNCT
brj-23216	418	20	300	300	NUM
brj-23216	418	21	-	-	SYM
brj-23216	418	22	323	323	NUM
brj-23216	418	23	.	.	PUNCT
brj-23216	419	1	liu	liu	PROPN
brj-23216	419	2	,	,	PUNCT
brj-23216	419	3	x.	x.	PROPN
brj-23216	419	4	,	,	PUNCT
brj-23216	419	5	zicari	zicari	X
brj-23216	419	6	,	,	PUNCT
brj-23216	419	7	s.	s.	PROPN
brj-23216	419	8	m.	m.	PROPN
brj-23216	419	9	,	,	PUNCT
brj-23216	419	10	liu	liu	PROPN
brj-23216	419	11	,	,	PUNCT
brj-23216	419	12	g.	g.	PROPN
brj-23216	419	13	,	,	PUNCT
brj-23216	419	14	li	li	PROPN
brj-23216	419	15	,	,	PUNCT
brj-23216	419	16	y.	y.	PROPN
brj-23216	419	17	,	,	PUNCT
brj-23216	419	18	and	and	CCONJ
brj-23216	419	19	zhang	zhang	PROPN
brj-23216	419	20	,	,	PUNCT
brj-23216	419	21	r.	r.	PROPN
brj-23216	419	22	(	(	PUNCT
brj-23216	419	23	2015	2015	NUM
brj-23216	419	24	)	)	PUNCT
brj-23216	419	25	.	.	PUNCT
brj-23216	420	1	“	"	PUNCT
brj-23216	420	2	pretreatment	pretreatment	NOUN
brj-23216	420	3	of	of	ADP
brj-23216	420	4	wheat	wheat	NOUN
brj-23216	420	5	straw	straw	NOUN
brj-23216	420	6	with	with	ADP
brj-23216	420	7	potassium	potassium	NOUN
brj-23216	420	8	hydroxide	hydroxide	NOUN
brj-23216	420	9	for	for	ADP
brj-23216	420	10	increasing	increase	VERB
brj-23216	420	11	enzymatic	enzymatic	ADJ
brj-23216	420	12	and	and	CCONJ
brj-23216	420	13	microbial	microbial	ADJ
brj-23216	420	14	degradability	degradability	NOUN
brj-23216	420	15	,	,	PUNCT
brj-23216	420	16	”	"	PUNCT
brj-23216	420	17	bioresource	bioresource	ADP
brj-23216	420	18	technology	technology	NOUN
brj-23216	420	19	185	185	NUM
brj-23216	420	20	,	,	PUNCT
brj-23216	420	21	150	150	NUM
brj-23216	420	22	-	-	SYM
brj-23216	420	23	157	157	NUM
brj-23216	420	24	.	.	PUNCT
brj-23216	421	1	peer	peer	NOUN
brj-23216	421	2	-	-	PUNCT
brj-23216	421	3	reviewed	review	VERB
brj-23216	421	4	article	article	NOUN
brj-23216	421	5	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	421	6	alrowais	alrowais	PROPN
brj-23216	421	7	et	et	PROPN
brj-23216	421	8	al	al	PROPN
brj-23216	421	9	.	.	PROPN
brj-23216	422	1	(	(	PUNCT
brj-23216	422	2	2024	2024	NUM
brj-23216	422	3	)	)	PUNCT
brj-23216	422	4	.	.	PUNCT
brj-23216	423	1	“	"	PUNCT
brj-23216	423	2	methane	methane	NOUN
brj-23216	423	3	from	from	ADP
brj-23216	423	4	straw	straw	NOUN
brj-23216	423	5	&	&	CCONJ
brj-23216	423	6	sludge	sludge	PROPN
brj-23216	423	7	,	,	PUNCT
brj-23216	423	8	”	"	PUNCT
brj-23216	423	9	bioresources	bioresource	NOUN
brj-23216	423	10	19(2	19(2	NUM
brj-23216	423	11	)	)	PUNCT
brj-23216	423	12	,	,	PUNCT
brj-23216	423	13	2179	2179	NUM
brj-23216	423	14	-	-	SYM
brj-23216	423	15	2200	2200	NUM
brj-23216	423	16	.	.	PUNCT
brj-23216	423	17	2199	2199	NUM
brj-23216	423	18	mahmood	mahmood	PROPN
brj-23216	423	19	,	,	PUNCT
brj-23216	423	20	h.	h.	PROPN
brj-23216	423	21	,	,	PUNCT
brj-23216	423	22	moniruzzaman	moniruzzaman	NOUN
brj-23216	423	23	,	,	PUNCT
brj-23216	423	24	m.	m.	NOUN
brj-23216	423	25	,	,	PUNCT
brj-23216	423	26	yusup	yusup	PROPN
brj-23216	423	27	,	,	PUNCT
brj-23216	423	28	s.	s.	PROPN
brj-23216	423	29	,	,	PUNCT
brj-23216	423	30	and	and	CCONJ
brj-23216	423	31	akil	akil	PROPN
brj-23216	423	32	,	,	PUNCT
brj-23216	423	33	h.	h.	PROPN
brj-23216	423	34	m.	m.	PROPN
brj-23216	423	35	(	(	PUNCT
brj-23216	423	36	2016	2016	NUM
brj-23216	423	37	)	)	PUNCT
brj-23216	423	38	.	.	PUNCT
brj-23216	424	1	“	"	PUNCT
brj-23216	424	2	pretreatment	pretreatment	NOUN
brj-23216	424	3	of	of	ADP
brj-23216	424	4	oil	oil	NOUN
brj-23216	424	5	palm	palm	NOUN
brj-23216	424	6	biomass	biomass	NOUN
brj-23216	424	7	with	with	ADP
brj-23216	424	8	ionic	ionic	ADJ
brj-23216	424	9	liquids	liquid	NOUN
brj-23216	424	10	:	:	PUNCT
brj-23216	424	11	a	a	DET
brj-23216	424	12	new	new	ADJ
brj-23216	424	13	approach	approach	NOUN
brj-23216	424	14	for	for	ADP
brj-23216	424	15	fabrication	fabrication	NOUN
brj-23216	424	16	of	of	ADP
brj-23216	424	17	green	green	ADJ
brj-23216	424	18	composite	composite	ADJ
brj-23216	424	19	board	board	NOUN
brj-23216	424	20	,	,	PUNCT
brj-23216	424	21	”	"	PUNCT
brj-23216	424	22	journal	journal	NOUN
brj-23216	424	23	of	of	ADP
brj-23216	424	24	cleaner	clean	ADJ
brj-23216	424	25	production	production	NOUN
brj-23216	424	26	126	126	NUM
brj-23216	424	27	,	,	PUNCT
brj-23216	424	28	677	677	NUM
brj-23216	424	29	-	-	SYM
brj-23216	424	30	685	685	NUM
brj-23216	424	31	.	.	PUNCT
brj-23216	425	1	marin	marin	NOUN
brj-23216	425	2	-	-	PUNCT
brj-23216	425	3	batista	batista	PROPN
brj-23216	425	4	,	,	PUNCT
brj-23216	425	5	j.	j.	PROPN
brj-23216	425	6	d.	d.	PROPN
brj-23216	425	7	,	,	PUNCT
brj-23216	425	8	mohedano	mohedano	PROPN
brj-23216	425	9	,	,	PUNCT
brj-23216	425	10	a.	a.	PROPN
brj-23216	425	11	f.	f.	PROPN
brj-23216	425	12	,	,	PUNCT
brj-23216	425	13	and	and	CCONJ
brj-23216	425	14	de	de	PROPN
brj-23216	425	15	la	la	X
brj-23216	425	16	rubia	rubia	PROPN
brj-23216	425	17	,	,	PUNCT
brj-23216	425	18	a.	a.	NOUN
brj-23216	425	19	(	(	PUNCT
brj-23216	425	20	2021	2021	NUM
brj-23216	425	21	)	)	PUNCT
brj-23216	425	22	.	.	PUNCT
brj-23216	426	1	“	"	PUNCT
brj-23216	426	2	pretreatment	pretreatment	NOUN
brj-23216	426	3	of	of	ADP
brj-23216	426	4	lignocellulosic	lignocellulosic	ADJ
brj-23216	426	5	biomass	biomass	NOUN
brj-23216	426	6	with	with	ADP
brj-23216	426	7	1	1	NUM
brj-23216	426	8	-	-	PUNCT
brj-23216	426	9	ethyl-3	ethyl-3	NUM
brj-23216	426	10	-	-	PUNCT
brj-23216	426	11	methylimidazolium	methylimidazolium	NOUN
brj-23216	426	12	acetate	acetate	NOUN
brj-23216	426	13	for	for	ADP
brj-23216	426	14	its	its	PRON
brj-23216	426	15	eventual	eventual	ADJ
brj-23216	426	16	valorization	valorization	NOUN
brj-23216	426	17	by	by	ADP
brj-23216	426	18	anaerobic	anaerobic	ADJ
brj-23216	426	19	digestion	digestion	NOUN
brj-23216	426	20	,	,	PUNCT
brj-23216	426	21	”	"	PUNCT
brj-23216	426	22	resources	resource	NOUN
brj-23216	426	23	10(12	10(12	NUM
brj-23216	426	24	)	)	PUNCT
brj-23216	426	25	,	,	PUNCT
brj-23216	426	26	article	article	NOUN
brj-23216	426	27	118	118	NUM
brj-23216	426	28	.	.	PUNCT
brj-23216	426	29	meenakshisundaram	meenakshisundaram	PROPN
brj-23216	426	30	,	,	PUNCT
brj-23216	426	31	s.	s.	PROPN
brj-23216	426	32	,	,	PUNCT
brj-23216	426	33	calcagno	calcagno	NOUN
brj-23216	426	34	,	,	PUNCT
brj-23216	426	35	v.	v.	PROPN
brj-23216	426	36	,	,	PUNCT
brj-23216	426	37	ceballos	ceballos	PROPN
brj-23216	426	38	,	,	PUNCT
brj-23216	426	39	c.	c.	PROPN
brj-23216	426	40	,	,	PUNCT
brj-23216	426	41	fayeulle	fayeulle	NOUN
brj-23216	426	42	,	,	PUNCT
brj-23216	426	43	a.	a.	NOUN
brj-23216	426	44	,	,	PUNCT
brj-23216	426	45	léonard	léonard	PROPN
brj-23216	426	46	,	,	PUNCT
brj-23216	426	47	e.	e.	PROPN
brj-23216	426	48	,	,	PUNCT
brj-23216	426	49	herledan	herledan	PROPN
brj-23216	426	50	,	,	PUNCT
brj-23216	426	51	v.	v.	PROPN
brj-23216	426	52	,	,	PUNCT
brj-23216	426	53	krafft	krafft	PROPN
brj-23216	426	54	,	,	PUNCT
brj-23216	426	55	j.-m	j.-m	PROPN
brj-23216	426	56	.	.	PUNCT
brj-23216	426	57	,	,	PUNCT
brj-23216	426	58	millot	millot	PROPN
brj-23216	426	59	,	,	PUNCT
brj-23216	426	60	y.	y.	PROPN
brj-23216	426	61	,	,	PUNCT
brj-23216	426	62	liu	liu	PROPN
brj-23216	426	63	,	,	PUNCT
brj-23216	426	64	x.	x.	NOUN
brj-23216	426	65	,	,	PUNCT
brj-23216	426	66	and	and	CCONJ
brj-23216	426	67	jolivalt	jolivalt	NOUN
brj-23216	426	68	,	,	PUNCT
brj-23216	426	69	c.	c.	PROPN
brj-23216	426	70	(	(	PUNCT
brj-23216	426	71	2023	2023	NUM
brj-23216	426	72	)	)	PUNCT
brj-23216	426	73	.	.	PUNCT
brj-23216	427	1	“	"	PUNCT
brj-23216	427	2	chemically	chemically	ADV
brj-23216	427	3	and	and	CCONJ
brj-23216	427	4	physically	physically	ADV
brj-23216	427	5	pretreated	pretreate	VERB
brj-23216	427	6	straw	straw	NOUN
brj-23216	427	7	in	in	ADP
brj-23216	427	8	moderate	moderate	ADJ
brj-23216	427	9	conditions	condition	NOUN
brj-23216	427	10	:	:	PUNCT
brj-23216	427	11	poor	poor	ADJ
brj-23216	427	12	correlation	correlation	NOUN
brj-23216	427	13	between	between	ADP
brj-23216	427	14	biogas	biogas	NOUN
brj-23216	427	15	production	production	NOUN
brj-23216	427	16	and	and	CCONJ
brj-23216	427	17	commonly	commonly	ADV
brj-23216	427	18	used	use	VERB
brj-23216	427	19	biomass	biomass	NOUN
brj-23216	427	20	characterization	characterization	NOUN
brj-23216	427	21	,	,	PUNCT
brj-23216	427	22	”	"	PUNCT
brj-23216	427	23	energies	energy	NOUN
brj-23216	427	24	16(3	16(3	NUM
brj-23216	427	25	)	)	PUNCT
brj-23216	427	26	,	,	PUNCT
brj-23216	427	27	article	article	NOUN
brj-23216	427	28	1146	1146	NUM
brj-23216	427	29	.	.	PUNCT
brj-23216	428	1	memon	memon	PROPN
brj-23216	428	2	,	,	PUNCT
brj-23216	428	3	m.	m.	NOUN
brj-23216	428	4	j.	j.	PROPN
brj-23216	428	5	,	,	PUNCT
brj-23216	428	6	and	and	CCONJ
brj-23216	428	7	memon	memon	PROPN
brj-23216	428	8	,	,	PUNCT
brj-23216	428	9	a.	a.	PROPN
brj-23216	428	10	r.	r.	PROPN
brj-23216	428	11	(	(	PUNCT
brj-23216	428	12	2020	2020	NUM
brj-23216	428	13	)	)	PUNCT
brj-23216	428	14	.	.	PUNCT
brj-23216	429	1	“	"	PUNCT
brj-23216	429	2	wheat	wheat	NOUN
brj-23216	429	3	straw	straw	NOUN
brj-23216	429	4	optimization	optimization	NOUN
brj-23216	429	5	via	via	ADP
brj-23216	429	6	its	its	PRON
brj-23216	429	7	efficient	efficient	ADJ
brj-23216	429	8	pretreatment	pretreatment	NOUN
brj-23216	429	9	for	for	ADP
brj-23216	429	10	improved	improved	ADJ
brj-23216	429	11	biogas	biogas	NOUN
brj-23216	429	12	production	production	NOUN
brj-23216	429	13	,	,	PUNCT
brj-23216	429	14	”	"	PUNCT
brj-23216	429	15	civil	civil	ADJ
brj-23216	429	16	engineering	engineering	NOUN
brj-23216	429	17	journal	journal	NOUN
brj-23216	429	18	6(6	6(6	PROPN
brj-23216	429	19	)	)	PUNCT
brj-23216	429	20	,	,	PUNCT
brj-23216	429	21	10561063	10561063	NUM
brj-23216	429	22	.	.	PUNCT
brj-23216	430	1	mirmohamadsadeghi	mirmohamadsadeghi	PROPN
brj-23216	430	2	,	,	PUNCT
brj-23216	430	3	s.	s.	PROPN
brj-23216	430	4	,	,	PUNCT
brj-23216	430	5	karimi	karimi	PROPN
brj-23216	430	6	,	,	PUNCT
brj-23216	430	7	k.	k.	PROPN
brj-23216	430	8	,	,	PUNCT
brj-23216	430	9	azarbaijani	azarbaijani	PROPN
brj-23216	430	10	,	,	PUNCT
brj-23216	430	11	r.	r.	PROPN
brj-23216	430	12	,	,	PUNCT
brj-23216	430	13	yeganeh	yeganeh	NOUN
brj-23216	430	14	,	,	PUNCT
brj-23216	430	15	l.	l.	PROPN
brj-23216	430	16	p.	p.	PROPN
brj-23216	430	17	,	,	PUNCT
brj-23216	430	18	angelidaki	angelidaki	PROPN
brj-23216	430	19	,	,	PUNCT
brj-23216	430	20	i.	i.	NOUN
brj-23216	430	21	,	,	PUNCT
brj-23216	430	22	nizami	nizami	PROPN
brj-23216	430	23	,	,	PUNCT
brj-23216	430	24	a.-s	a.-s	PROPN
brj-23216	430	25	.	.	PROPN
brj-23216	430	26	,	,	PUNCT
brj-23216	430	27	bhat	bhat	PROPN
brj-23216	430	28	,	,	PUNCT
brj-23216	430	29	r.	r.	PROPN
brj-23216	430	30	,	,	PUNCT
brj-23216	430	31	dashora	dashora	NOUN
brj-23216	430	32	,	,	PUNCT
brj-23216	430	33	k.	k.	PROPN
brj-23216	430	34	,	,	PUNCT
brj-23216	430	35	vijay	vijay	NOUN
brj-23216	430	36	,	,	PUNCT
brj-23216	430	37	v.	v.	PROPN
brj-23216	430	38	k.	k.	PROPN
brj-23216	430	39	,	,	PUNCT
brj-23216	430	40	and	and	CCONJ
brj-23216	430	41	aghbashlo	aghbashlo	NOUN
brj-23216	430	42	,	,	PUNCT
brj-23216	430	43	m.	m.	NOUN
brj-23216	430	44	(	(	PUNCT
brj-23216	430	45	2021	2021	NUM
brj-23216	430	46	)	)	PUNCT
brj-23216	430	47	.	.	PUNCT
brj-23216	431	1	“	"	PUNCT
brj-23216	431	2	pretreatment	pretreatment	NOUN
brj-23216	431	3	of	of	ADP
brj-23216	431	4	lignocelluloses	lignocellulose	NOUN
brj-23216	431	5	for	for	ADP
brj-23216	431	6	enhanced	enhanced	ADJ
brj-23216	431	7	biogas	biogas	NOUN
brj-23216	431	8	production	production	NOUN
brj-23216	431	9	:	:	PUNCT
brj-23216	431	10	a	a	DET
brj-23216	431	11	review	review	NOUN
brj-23216	431	12	on	on	ADP
brj-23216	431	13	influencing	influence	VERB
brj-23216	431	14	mechanisms	mechanism	NOUN
brj-23216	431	15	and	and	CCONJ
brj-23216	431	16	the	the	DET
brj-23216	431	17	importance	importance	NOUN
brj-23216	431	18	of	of	ADP
brj-23216	431	19	microbial	microbial	ADJ
brj-23216	431	20	diversity	diversity	NOUN
brj-23216	431	21	,	,	PUNCT
brj-23216	431	22	”	"	PUNCT
brj-23216	431	23	renewable	renewable	ADJ
brj-23216	431	24	and	and	CCONJ
brj-23216	431	25	sustainable	sustainable	ADJ
brj-23216	431	26	energy	energy	NOUN
brj-23216	431	27	reviews	review	NOUN
brj-23216	431	28	135	135	NUM
brj-23216	431	29	,	,	PUNCT
brj-23216	431	30	article	article	NOUN
brj-23216	431	31	110173	110173	NUM
brj-23216	431	32	.	.	PUNCT
brj-23216	432	1	nargotra	nargotra	PROPN
brj-23216	432	2	,	,	PUNCT
brj-23216	432	3	p.	p.	PROPN
brj-23216	432	4	,	,	PUNCT
brj-23216	432	5	sharma	sharma	PROPN
brj-23216	432	6	,	,	PUNCT
brj-23216	432	7	v.	v.	PROPN
brj-23216	432	8	,	,	PUNCT
brj-23216	432	9	gupta	gupta	PROPN
brj-23216	432	10	,	,	PUNCT
brj-23216	432	11	m.	m.	NOUN
brj-23216	432	12	,	,	PUNCT
brj-23216	432	13	kour	kour	PROPN
brj-23216	432	14	,	,	PUNCT
brj-23216	432	15	s.	s.	PROPN
brj-23216	432	16	,	,	PUNCT
brj-23216	432	17	and	and	CCONJ
brj-23216	432	18	bajaj	bajaj	PROPN
brj-23216	432	19	,	,	PUNCT
brj-23216	432	20	b.	b.	PROPN
brj-23216	432	21	k.	k.	PROPN
brj-23216	432	22	(	(	PUNCT
brj-23216	432	23	2018	2018	NUM
brj-23216	432	24	)	)	PUNCT
brj-23216	432	25	.	.	PUNCT
brj-23216	433	1	“	"	PUNCT
brj-23216	433	2	application	application	NOUN
brj-23216	433	3	of	of	ADP
brj-23216	433	4	ionic	ionic	ADJ
brj-23216	433	5	liquid	liquid	NOUN
brj-23216	433	6	and	and	CCONJ
brj-23216	433	7	alkali	alkali	ADJ
brj-23216	433	8	pretreatment	pretreatment	NOUN
brj-23216	433	9	for	for	ADP
brj-23216	433	10	enhancing	enhance	VERB
brj-23216	433	11	saccharification	saccharification	NOUN
brj-23216	433	12	of	of	ADP
brj-23216	433	13	sunflower	sunflower	NOUN
brj-23216	433	14	stalk	stalk	NOUN
brj-23216	433	15	biomass	biomass	NOUN
brj-23216	433	16	for	for	ADP
brj-23216	433	17	potential	potential	ADJ
brj-23216	433	18	biofuel	biofuel	NOUN
brj-23216	433	19	-	-	PUNCT
brj-23216	433	20	ethanol	ethanol	NOUN
brj-23216	433	21	production	production	NOUN
brj-23216	433	22	,	,	PUNCT
brj-23216	433	23	”	"	PUNCT
brj-23216	433	24	bioresource	bioresource	ADP
brj-23216	433	25	technology	technology	NOUN
brj-23216	433	26	267	267	NUM
brj-23216	433	27	,	,	PUNCT
brj-23216	433	28	560568	560568	NUM
brj-23216	433	29	.	.	PUNCT
brj-23216	434	1	oloko	oloko	NOUN
brj-23216	434	2	-	-	PUNCT
brj-23216	434	3	oba	oba	PROPN
brj-23216	434	4	,	,	PUNCT
brj-23216	434	5	m.	m.	NOUN
brj-23216	434	6	i.	i.	PROPN
brj-23216	434	7	,	,	PUNCT
brj-23216	434	8	taiwo	taiwo	PROPN
brj-23216	434	9	,	,	PUNCT
brj-23216	434	10	a.	a.	PROPN
brj-23216	434	11	e.	e.	PROPN
brj-23216	434	12	,	,	PUNCT
brj-23216	434	13	ajala	ajala	NOUN
brj-23216	434	14	,	,	PUNCT
brj-23216	434	15	s.	s.	PROPN
brj-23216	434	16	o.	o.	PROPN
brj-23216	434	17	,	,	PUNCT
brj-23216	434	18	solomon	solomon	PROPN
brj-23216	434	19	,	,	PUNCT
brj-23216	434	20	b.	b.	PROPN
brj-23216	434	21	o.	o.	PROPN
brj-23216	434	22	,	,	PUNCT
brj-23216	434	23	and	and	CCONJ
brj-23216	434	24	betiku	betiku	NOUN
brj-23216	434	25	,	,	PUNCT
brj-23216	434	26	e.	e.	PROPN
brj-23216	434	27	(	(	PUNCT
brj-23216	434	28	2018	2018	NUM
brj-23216	434	29	)	)	PUNCT
brj-23216	434	30	.	.	PUNCT
brj-23216	435	1	“	"	PUNCT
brj-23216	435	2	performance	performance	NOUN
brj-23216	435	3	evaluation	evaluation	NOUN
brj-23216	435	4	of	of	ADP
brj-23216	435	5	three	three	NUM
brj-23216	435	6	different	different	ADV
brj-23216	435	7	-	-	PUNCT
brj-23216	435	8	shaped	shape	VERB
brj-23216	435	9	bio	bio	NOUN
brj-23216	435	10	-	-	NOUN
brj-23216	435	11	digesters	digester	NOUN
brj-23216	435	12	for	for	ADP
brj-23216	435	13	biogas	biogas	NOUN
brj-23216	435	14	production	production	NOUN
brj-23216	435	15	and	and	CCONJ
brj-23216	435	16	optimization	optimization	NOUN
brj-23216	435	17	by	by	ADP
brj-23216	435	18	artificial	artificial	ADJ
brj-23216	435	19	neural	neural	ADJ
brj-23216	435	20	network	network	NOUN
brj-23216	435	21	integrated	integrate	VERB
brj-23216	435	22	with	with	ADP
brj-23216	435	23	genetic	genetic	ADJ
brj-23216	435	24	algorithm	algorithm	NOUN
brj-23216	435	25	,	,	PUNCT
brj-23216	435	26	”	"	PUNCT
brj-23216	435	27	sustainable	sustainable	ADJ
brj-23216	435	28	energy	energy	NOUN
brj-23216	435	29	technologies	technology	NOUN
brj-23216	435	30	and	and	CCONJ
brj-23216	435	31	assessments	assessment	NOUN
brj-23216	435	32	26	26	NUM
brj-23216	435	33	,	,	PUNCT
brj-23216	435	34	116	116	NUM
brj-23216	435	35	-	-	SYM
brj-23216	435	36	124	124	NUM
brj-23216	435	37	.	.	PUNCT
brj-23216	436	1	ouahabi	ouahabi	NOUN
brj-23216	436	2	,	,	PUNCT
brj-23216	436	3	y.	y.	PROPN
brj-23216	436	4	r.	r.	PROPN
brj-23216	436	5	,	,	PUNCT
brj-23216	436	6	bensadok	bensadok	PROPN
brj-23216	436	7	,	,	PUNCT
brj-23216	436	8	k.	k.	PROPN
brj-23216	436	9	,	,	PUNCT
brj-23216	436	10	and	and	CCONJ
brj-23216	436	11	ouahabi	ouahabi	NOUN
brj-23216	436	12	,	,	PUNCT
brj-23216	436	13	a.	a.	NOUN
brj-23216	436	14	(	(	PUNCT
brj-23216	436	15	2021	2021	NUM
brj-23216	436	16	)	)	PUNCT
brj-23216	436	17	.	.	PUNCT
brj-23216	437	1	“	"	PUNCT
brj-23216	437	2	optimization	optimization	NOUN
brj-23216	437	3	of	of	ADP
brj-23216	437	4	the	the	DET
brj-23216	437	5	biomethane	biomethane	NOUN
brj-23216	437	6	production	production	NOUN
brj-23216	437	7	process	process	NOUN
brj-23216	437	8	by	by	ADP
brj-23216	437	9	anaerobic	anaerobic	ADJ
brj-23216	437	10	digestion	digestion	NOUN
brj-23216	437	11	of	of	ADP
brj-23216	437	12	wheat	wheat	NOUN
brj-23216	437	13	straw	straw	NOUN
brj-23216	437	14	using	use	VERB
brj-23216	437	15	chemical	chemical	ADJ
brj-23216	437	16	pretreatments	pretreatment	NOUN
brj-23216	437	17	coupled	couple	VERB
brj-23216	437	18	with	with	ADP
brj-23216	437	19	ultrasonic	ultrasonic	ADJ
brj-23216	437	20	disintegration	disintegration	NOUN
brj-23216	437	21	,	,	PUNCT
brj-23216	437	22	”	"	PUNCT
brj-23216	437	23	sustainability	sustainability	NOUN
brj-23216	437	24	13(13	13(13	NUM
brj-23216	437	25	)	)	PUNCT
brj-23216	437	26	,	,	PUNCT
brj-23216	437	27	article	article	NOUN
brj-23216	437	28	7202	7202	NUM
brj-23216	437	29	.	.	PUNCT
brj-23216	438	1	patowary	patowary	ADJ
brj-23216	438	2	,	,	PUNCT
brj-23216	438	3	d.	d.	PROPN
brj-23216	438	4	,	,	PUNCT
brj-23216	438	5	and	and	CCONJ
brj-23216	438	6	baruah	baruah	NOUN
brj-23216	438	7	,	,	PUNCT
brj-23216	438	8	d.	d.	PROPN
brj-23216	438	9	c.	c.	PROPN
brj-23216	438	10	(	(	PUNCT
brj-23216	438	11	2018	2018	NUM
brj-23216	438	12	)	)	PUNCT
brj-23216	438	13	.	.	PUNCT
brj-23216	439	1	“	"	PUNCT
brj-23216	439	2	effect	effect	NOUN
brj-23216	439	3	of	of	ADP
brj-23216	439	4	combined	combined	ADJ
brj-23216	439	5	chemical	chemical	NOUN
brj-23216	439	6	and	and	CCONJ
brj-23216	439	7	thermal	thermal	ADJ
brj-23216	439	8	pretreatments	pretreatment	NOUN
brj-23216	439	9	on	on	ADP
brj-23216	439	10	biogas	biogas	NOUN
brj-23216	439	11	production	production	NOUN
brj-23216	439	12	from	from	ADP
brj-23216	439	13	lignocellulosic	lignocellulosic	ADJ
brj-23216	439	14	biomasses	biomass	NOUN
brj-23216	439	15	,	,	PUNCT
brj-23216	439	16	”	"	PUNCT
brj-23216	439	17	industrial	industrial	ADJ
brj-23216	439	18	crops	crop	NOUN
brj-23216	439	19	and	and	CCONJ
brj-23216	439	20	products	product	NOUN
brj-23216	439	21	124	124	NUM
brj-23216	439	22	,	,	PUNCT
brj-23216	439	23	735	735	NUM
brj-23216	439	24	-	-	SYM
brj-23216	439	25	746	746	NUM
brj-23216	439	26	.	.	PUNCT
brj-23216	440	1	peyrelasse	peyrelasse	NOUN
brj-23216	440	2	,	,	PUNCT
brj-23216	440	3	c.	c.	PROPN
brj-23216	440	4	,	,	PUNCT
brj-23216	440	5	barakat	barakat	PROPN
brj-23216	440	6	,	,	PUNCT
brj-23216	440	7	a.	a.	PROPN
brj-23216	440	8	,	,	PUNCT
brj-23216	440	9	lagnet	lagnet	PROPN
brj-23216	440	10	,	,	PUNCT
brj-23216	440	11	c.	c.	PROPN
brj-23216	440	12	,	,	PUNCT
brj-23216	440	13	kaparaju	kaparaju	PROPN
brj-23216	440	14	,	,	PUNCT
brj-23216	440	15	p.	p.	NOUN
brj-23216	440	16	,	,	PUNCT
brj-23216	440	17	and	and	CCONJ
brj-23216	440	18	monlau	monlau	PROPN
brj-23216	440	19	,	,	PUNCT
brj-23216	440	20	f.	f.	PROPN
brj-23216	440	21	(	(	PUNCT
brj-23216	440	22	2021	2021	NUM
brj-23216	440	23	)	)	PUNCT
brj-23216	440	24	.	.	PUNCT
brj-23216	441	1	“	"	PUNCT
brj-23216	441	2	anaerobic	anaerobic	ADJ
brj-23216	441	3	digestion	digestion	NOUN
brj-23216	441	4	of	of	ADP
brj-23216	441	5	wastewater	wastewater	NOUN
brj-23216	441	6	sludge	sludge	NOUN
brj-23216	441	7	and	and	CCONJ
brj-23216	441	8	alkaline	alkaline	NOUN
brj-23216	441	9	-	-	PUNCT
brj-23216	441	10	pretreated	pretreate	VERB
brj-23216	441	11	wheat	wheat	NOUN
brj-23216	441	12	straw	straw	NOUN
brj-23216	441	13	at	at	ADP
brj-23216	441	14	semicontinuous	semicontinuous	ADJ
brj-23216	441	15	pilot	pilot	NOUN
brj-23216	441	16	scale	scale	NOUN
brj-23216	441	17	:	:	PUNCT
brj-23216	441	18	performances	performance	NOUN
brj-23216	441	19	and	and	CCONJ
brj-23216	441	20	energy	energy	NOUN
brj-23216	441	21	assessment	assessment	NOUN
brj-23216	441	22	,	,	PUNCT
brj-23216	441	23	”	"	PUNCT
brj-23216	441	24	energies	energy	NOUN
brj-23216	441	25	14(17	14(17	NUM
brj-23216	441	26	)	)	PUNCT
brj-23216	441	27	,	,	PUNCT
brj-23216	441	28	article	article	NOUN
brj-23216	441	29	5391	5391	NUM
brj-23216	441	30	.	.	PUNCT
brj-23216	442	1	rani	rani	PROPN
brj-23216	442	2	,	,	PUNCT
brj-23216	442	3	p.	p.	NOUN
brj-23216	442	4	,	,	PUNCT
brj-23216	442	5	bansal	bansal	NOUN
brj-23216	442	6	,	,	PUNCT
brj-23216	442	7	m.	m.	NOUN
brj-23216	442	8	,	,	PUNCT
brj-23216	442	9	and	and	CCONJ
brj-23216	442	10	pathak	pathak	PROPN
brj-23216	442	11	,	,	PUNCT
brj-23216	442	12	v.	v.	PROPN
brj-23216	442	13	v.	v.	PROPN
brj-23216	442	14	(	(	PUNCT
brj-23216	442	15	2022	2022	NUM
brj-23216	442	16	)	)	PUNCT
brj-23216	442	17	.	.	PUNCT
brj-23216	443	1	“	"	PUNCT
brj-23216	443	2	experimental	experimental	ADJ
brj-23216	443	3	and	and	CCONJ
brj-23216	443	4	kinetic	kinetic	ADJ
brj-23216	443	5	studies	study	NOUN
brj-23216	443	6	for	for	ADP
brj-23216	443	7	improvement	improvement	NOUN
brj-23216	443	8	of	of	ADP
brj-23216	443	9	biogas	biogas	NOUN
brj-23216	443	10	production	production	NOUN
brj-23216	443	11	from	from	ADP
brj-23216	443	12	koh	koh	PROPN
brj-23216	443	13	pretreated	pretreate	VERB
brj-23216	443	14	wheat	wheat	NOUN
brj-23216	443	15	straw	straw	NOUN
brj-23216	443	16	,	,	PUNCT
brj-23216	443	17	”	"	PUNCT
brj-23216	443	18	current	current	ADJ
brj-23216	443	19	research	research	NOUN
brj-23216	443	20	in	in	ADP
brj-23216	443	21	green	green	ADJ
brj-23216	443	22	and	and	CCONJ
brj-23216	443	23	sustainable	sustainable	ADJ
brj-23216	443	24	chemistry	chemistry	NOUN
brj-23216	443	25	5	5	NUM
brj-23216	443	26	,	,	PUNCT
brj-23216	443	27	article	article	NOUN
brj-23216	443	28	100283	100283	NUM
brj-23216	443	29	.	.	PUNCT
brj-23216	444	1	rezania	rezania	NOUN
brj-23216	444	2	,	,	PUNCT
brj-23216	444	3	s.	s.	PROPN
brj-23216	444	4	,	,	PUNCT
brj-23216	444	5	oryani	oryani	PROPN
brj-23216	444	6	,	,	PUNCT
brj-23216	444	7	b.	b.	PROPN
brj-23216	444	8	,	,	PUNCT
brj-23216	444	9	cho	cho	PROPN
brj-23216	444	10	,	,	PUNCT
brj-23216	444	11	j.	j.	PROPN
brj-23216	444	12	,	,	PUNCT
brj-23216	444	13	talaiekhozani	talaiekhozani	PROPN
brj-23216	444	14	,	,	PUNCT
brj-23216	444	15	a.	a.	PROPN
brj-23216	444	16	,	,	PUNCT
brj-23216	444	17	sabbagh	sabbagh	PROPN
brj-23216	444	18	,	,	PUNCT
brj-23216	444	19	f.	f.	PROPN
brj-23216	444	20	,	,	PUNCT
brj-23216	444	21	hashemi	hashemi	PROPN
brj-23216	444	22	,	,	PUNCT
brj-23216	444	23	b.	b.	PROPN
brj-23216	444	24	,	,	PUNCT
brj-23216	444	25	rupani	rupani	NOUN
brj-23216	444	26	,	,	PUNCT
brj-23216	444	27	p.	p.	PROPN
brj-23216	444	28	f.	f.	PROPN
brj-23216	444	29	,	,	PUNCT
brj-23216	444	30	and	and	CCONJ
brj-23216	444	31	mohammadi	mohammadi	NOUN
brj-23216	444	32	,	,	PUNCT
brj-23216	444	33	a.	a.	NOUN
brj-23216	444	34	a.	a.	NOUN
brj-23216	444	35	(	(	PUNCT
brj-23216	444	36	2020	2020	NUM
brj-23216	444	37	)	)	PUNCT
brj-23216	444	38	.	.	PUNCT
brj-23216	445	1	“	"	PUNCT
brj-23216	445	2	different	different	ADJ
brj-23216	445	3	pretreatment	pretreatment	NOUN
brj-23216	445	4	technologies	technology	NOUN
brj-23216	445	5	of	of	ADP
brj-23216	445	6	lignocellulosic	lignocellulosic	ADJ
brj-23216	445	7	biomass	biomass	NOUN
brj-23216	445	8	for	for	ADP
brj-23216	445	9	bioethanol	bioethanol	NOUN
brj-23216	445	10	production	production	NOUN
brj-23216	445	11	:	:	PUNCT
brj-23216	445	12	an	an	DET
brj-23216	445	13	overview	overview	NOUN
brj-23216	445	14	,	,	PUNCT
brj-23216	445	15	”	"	PUNCT
brj-23216	445	16	energy	energy	NOUN
brj-23216	445	17	199	199	NUM
brj-23216	445	18	,	,	PUNCT
brj-23216	445	19	article	article	NOUN
brj-23216	445	20	117457	117457	NUM
brj-23216	445	21	.	.	PUNCT
brj-23216	446	1	rice	rice	PROPN
brj-23216	446	2	,	,	PUNCT
brj-23216	446	3	e.	e.	PROPN
brj-23216	446	4	w.	w.	PROPN
brj-23216	446	5	,	,	PUNCT
brj-23216	446	6	and	and	CCONJ
brj-23216	446	7	bridgewater	bridgewater	PROPN
brj-23216	446	8	,	,	PUNCT
brj-23216	446	9	l.	l.	PROPN
brj-23216	446	10	(	(	PUNCT
brj-23216	446	11	2012	2012	NUM
brj-23216	446	12	)	)	PUNCT
brj-23216	446	13	.	.	PUNCT
brj-23216	447	1	standard	standard	ADJ
brj-23216	447	2	methods	method	NOUN
brj-23216	447	3	for	for	ADP
brj-23216	447	4	the	the	DET
brj-23216	447	5	examination	examination	NOUN
brj-23216	447	6	of	of	ADP
brj-23216	447	7	water	water	NOUN
brj-23216	447	8	and	and	CCONJ
brj-23216	447	9	wastewater	wastewater	NOUN
brj-23216	447	10	,	,	PUNCT
brj-23216	447	11	american	american	ADJ
brj-23216	447	12	public	public	PROPN
brj-23216	447	13	health	health	PROPN
brj-23216	447	14	association	association	PROPN
brj-23216	447	15	,	,	PUNCT
brj-23216	447	16	washington	washington	PROPN
brj-23216	447	17	,	,	PUNCT
brj-23216	447	18	dc	dc	PROPN
brj-23216	447	19	.	.	PROPN
brj-23216	447	20	peer	peer	NOUN
brj-23216	447	21	-	-	PUNCT
brj-23216	447	22	reviewed	review	VERB
brj-23216	447	23	article	article	NOUN
brj-23216	447	24	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	VERB
brj-23216	447	25	alrowais	alrowais	PROPN
brj-23216	447	26	et	et	PROPN
brj-23216	447	27	al	al	PROPN
brj-23216	447	28	.	.	PROPN
brj-23216	448	1	(	(	PUNCT
brj-23216	448	2	2024	2024	NUM
brj-23216	448	3	)	)	PUNCT
brj-23216	448	4	.	.	PUNCT
brj-23216	449	1	“	"	PUNCT
brj-23216	449	2	methane	methane	NOUN
brj-23216	449	3	from	from	ADP
brj-23216	449	4	straw	straw	NOUN
brj-23216	449	5	&	&	CCONJ
brj-23216	449	6	sludge	sludge	PROPN
brj-23216	449	7	,	,	PUNCT
brj-23216	449	8	”	"	PUNCT
brj-23216	449	9	bioresources	bioresource	NOUN
brj-23216	449	10	19(2	19(2	NUM
brj-23216	449	11	)	)	PUNCT
brj-23216	449	12	,	,	PUNCT
brj-23216	449	13	2179	2179	NUM
brj-23216	449	14	-	-	SYM
brj-23216	449	15	2200	2200	NUM
brj-23216	449	16	.	.	PUNCT
brj-23216	450	1	2200	2200	NUM
brj-23216	450	2	sabeeh	sabeeh	NOUN
brj-23216	450	3	,	,	PUNCT
brj-23216	450	4	m.	m.	NOUN
brj-23216	450	5	,	,	PUNCT
brj-23216	450	6	liaquat	liaquat	PROPN
brj-23216	450	7	,	,	PUNCT
brj-23216	450	8	r.	r.	PROPN
brj-23216	450	9	,	,	PUNCT
brj-23216	450	10	and	and	CCONJ
brj-23216	450	11	maryam	maryam	PROPN
brj-23216	450	12	,	,	PUNCT
brj-23216	450	13	a.	a.	PROPN
brj-23216	450	14	(	(	PUNCT
brj-23216	450	15	2020	2020	NUM
brj-23216	450	16	)	)	PUNCT
brj-23216	450	17	.	.	PUNCT
brj-23216	451	1	“	"	PUNCT
brj-23216	451	2	effect	effect	NOUN
brj-23216	451	3	of	of	ADP
brj-23216	451	4	alkaline	alkaline	NOUN
brj-23216	451	5	and	and	CCONJ
brj-23216	451	6	alkalinephotocatalytic	alkalinephotocatalytic	ADJ
brj-23216	451	7	pretreatment	pretreatment	NOUN
brj-23216	451	8	on	on	ADP
brj-23216	451	9	characteristics	characteristic	NOUN
brj-23216	451	10	and	and	CCONJ
brj-23216	451	11	biogas	biogas	NOUN
brj-23216	451	12	production	production	NOUN
brj-23216	451	13	of	of	ADP
brj-23216	451	14	rice	rice	NOUN
brj-23216	451	15	straw	straw	NOUN
brj-23216	451	16	,	,	PUNCT
brj-23216	451	17	”	"	PUNCT
brj-23216	451	18	bioresource	bioresource	ADP
brj-23216	451	19	technology	technology	NOUN
brj-23216	451	20	309	309	NUM
brj-23216	451	21	,	,	PUNCT
brj-23216	451	22	article	article	NOUN
brj-23216	451	23	123449	123449	NUM
brj-23216	451	24	.	.	PUNCT
brj-23216	452	1	saddawi	saddawi	PROPN
brj-23216	452	2	,	,	PUNCT
brj-23216	452	3	a.	a.	PROPN
brj-23216	452	4	,	,	PUNCT
brj-23216	452	5	jones	jones	PROPN
brj-23216	452	6	,	,	PUNCT
brj-23216	452	7	j.	j.	PROPN
brj-23216	452	8	m.	m.	PROPN
brj-23216	452	9	,	,	PUNCT
brj-23216	452	10	williams	williams	PROPN
brj-23216	452	11	,	,	PUNCT
brj-23216	452	12	a.	a.	PROPN
brj-23216	452	13	,	,	PUNCT
brj-23216	452	14	and	and	CCONJ
brj-23216	452	15	le	le	X
brj-23216	452	16	coeur	coeur	PROPN
brj-23216	452	17	,	,	PUNCT
brj-23216	452	18	c.	c.	PROPN
brj-23216	452	19	(	(	PUNCT
brj-23216	452	20	2012	2012	NUM
brj-23216	452	21	)	)	PUNCT
brj-23216	452	22	.	.	PUNCT
brj-23216	453	1	“	"	PUNCT
brj-23216	453	2	commodity	commodity	NOUN
brj-23216	453	3	fuels	fuel	NOUN
brj-23216	453	4	from	from	ADP
brj-23216	453	5	biomass	biomass	NOUN
brj-23216	453	6	through	through	ADP
brj-23216	453	7	pretreatment	pretreatment	NOUN
brj-23216	453	8	and	and	CCONJ
brj-23216	453	9	torrefaction	torrefaction	NOUN
brj-23216	453	10	:	:	PUNCT
brj-23216	453	11	effects	effect	NOUN
brj-23216	453	12	of	of	ADP
brj-23216	453	13	mineral	mineral	NOUN
brj-23216	453	14	content	content	NOUN
brj-23216	453	15	on	on	ADP
brj-23216	453	16	torrefied	torrefied	ADJ
brj-23216	453	17	fuel	fuel	NOUN
brj-23216	453	18	characteristics	characteristic	NOUN
brj-23216	453	19	and	and	CCONJ
brj-23216	453	20	quality	quality	NOUN
brj-23216	453	21	,	,	PUNCT
brj-23216	453	22	”	"	PUNCT
brj-23216	453	23	energy	energy	NOUN
brj-23216	453	24	&	&	CCONJ
brj-23216	453	25	fuels	fuel	NOUN
brj-23216	453	26	26(11	26(11	NUM
brj-23216	453	27	)	)	PUNCT
brj-23216	453	28	,	,	PUNCT
brj-23216	453	29	6466	6466	NUM
brj-23216	453	30	-	-	SYM
brj-23216	453	31	6474	6474	NUM
brj-23216	453	32	.	.	PUNCT
brj-23216	453	33	said	say	VERB
brj-23216	453	34	,	,	PUNCT
brj-23216	453	35	n.	n.	PROPN
brj-23216	453	36	(	(	PUNCT
brj-23216	453	37	2016	2016	NUM
brj-23216	453	38	)	)	PUNCT
brj-23216	453	39	.	.	PUNCT
brj-23216	454	1	“	"	PUNCT
brj-23216	454	2	aprovechamiento	aprovechamiento	NOUN
brj-23216	454	3	energético	energético	NOUN
brj-23216	454	4	de	de	PROPN
brj-23216	454	5	la	la	PROPN
brj-23216	454	6	biomasa	biomasa	PROPN
brj-23216	454	7	residual	residual	PROPN
brj-23216	454	8	procedente	procedente	PROPN
brj-23216	454	9	de	de	PROPN
brj-23216	454	10	la	la	PROPN
brj-23216	454	11	paja	paja	PROPN
brj-23216	454	12	de	de	PROPN
brj-23216	454	13	arroz	arroz	PROPN
brj-23216	454	14	en	en	X
brj-23216	454	15	egipto	egipto	X
brj-23216	454	16	,	,	PUNCT
brj-23216	454	17	”	"	PUNCT
brj-23216	454	18	universidad	universidad	PROPN
brj-23216	454	19	de	de	X
brj-23216	454	20	granada	granada	PROPN
brj-23216	454	21	.	.	PROPN
brj-23216	454	22	said	say	VERB
brj-23216	454	23	,	,	PUNCT
brj-23216	454	24	n.	n.	NOUN
brj-23216	454	25	,	,	PUNCT
brj-23216	454	26	alblawi	alblawi	PROPN
brj-23216	454	27	,	,	PUNCT
brj-23216	454	28	a.	a.	NOUN
brj-23216	454	29	,	,	PUNCT
brj-23216	454	30	hendy	hendy	PROPN
brj-23216	454	31	,	,	PUNCT
brj-23216	454	32	i.	i.	PROPN
brj-23216	454	33	a.	a.	PROPN
brj-23216	454	34	,	,	PUNCT
brj-23216	454	35	and	and	CCONJ
brj-23216	454	36	abdel	abdel	PROPN
brj-23216	454	37	daiem	daiem	PROPN
brj-23216	454	38	,	,	PUNCT
brj-23216	454	39	m.	m.	NOUN
brj-23216	454	40	m.	m.	NOUN
brj-23216	454	41	(	(	PUNCT
brj-23216	454	42	2020	2020	NUM
brj-23216	454	43	)	)	PUNCT
brj-23216	454	44	.	.	PUNCT
brj-23216	455	1	“	"	PUNCT
brj-23216	455	2	analysis	analysis	NOUN
brj-23216	455	3	of	of	ADP
brj-23216	455	4	energy	energy	NOUN
brj-23216	455	5	and	and	CCONJ
brj-23216	455	6	greenhouse	greenhouse	NOUN
brj-23216	455	7	gas	gas	NOUN
brj-23216	455	8	emissions	emission	NOUN
brj-23216	455	9	of	of	ADP
brj-23216	455	10	rice	rice	NOUN
brj-23216	455	11	straw	straw	NOUN
brj-23216	455	12	to	to	ADP
brj-23216	455	13	energy	energy	NOUN
brj-23216	455	14	chain	chain	NOUN
brj-23216	455	15	in	in	ADP
brj-23216	455	16	egypt	egypt	PROPN
brj-23216	455	17	,	,	PUNCT
brj-23216	455	18	”	"	PUNCT
brj-23216	455	19	bioresources	bioresource	NOUN
brj-23216	455	20	15(1	15(1	NUM
brj-23216	455	21	)	)	PUNCT
brj-23216	455	22	,	,	PUNCT
brj-23216	455	23	1510	1510	NUM
brj-23216	455	24	-	-	SYM
brj-23216	455	25	1520	1520	NUM
brj-23216	455	26	.	.	PUNCT
brj-23216	455	27	said	say	VERB
brj-23216	455	28	,	,	PUNCT
brj-23216	455	29	n.	n.	NOUN
brj-23216	455	30	,	,	PUNCT
brj-23216	455	31	bishara	bishara	NOUN
brj-23216	455	32	,	,	PUNCT
brj-23216	455	33	t.	t.	NOUN
brj-23216	455	34	,	,	PUNCT
brj-23216	455	35	garcía	garcía	NOUN
brj-23216	455	36	-	-	PUNCT
brj-23216	455	37	maraver	maraver	NOUN
brj-23216	455	38	,	,	PUNCT
brj-23216	455	39	a.	a.	NOUN
brj-23216	455	40	,	,	PUNCT
brj-23216	455	41	and	and	CCONJ
brj-23216	455	42	zamorano	zamorano	NOUN
brj-23216	455	43	,	,	PUNCT
brj-23216	455	44	m.	m.	NOUN
brj-23216	455	45	(	(	PUNCT
brj-23216	455	46	2013	2013	NUM
brj-23216	455	47	)	)	PUNCT
brj-23216	455	48	.	.	PUNCT
brj-23216	456	1	“	"	PUNCT
brj-23216	456	2	effect	effect	NOUN
brj-23216	456	3	of	of	ADP
brj-23216	456	4	water	water	NOUN
brj-23216	456	5	washing	washing	NOUN
brj-23216	456	6	on	on	ADP
brj-23216	456	7	the	the	DET
brj-23216	456	8	thermal	thermal	ADJ
brj-23216	456	9	behavior	behavior	NOUN
brj-23216	456	10	of	of	ADP
brj-23216	456	11	rice	rice	NOUN
brj-23216	456	12	straw	straw	NOUN
brj-23216	456	13	,	,	PUNCT
brj-23216	456	14	”	"	PUNCT
brj-23216	456	15	waste	waste	NOUN
brj-23216	456	16	management	management	NOUN
brj-23216	456	17	33(11	33(11	NUM
brj-23216	456	18	)	)	PUNCT
brj-23216	456	19	,	,	PUNCT
brj-23216	456	20	22502256	22502256	NUM
brj-23216	456	21	.	.	PUNCT
brj-23216	457	1	samar	samar	PROPN
brj-23216	457	2	,	,	PUNCT
brj-23216	457	3	w.	w.	PROPN
brj-23216	457	4	,	,	PUNCT
brj-23216	457	5	arora	arora	PROPN
brj-23216	457	6	,	,	PUNCT
brj-23216	457	7	a.	a.	PROPN
brj-23216	457	8	,	,	PUNCT
brj-23216	457	9	sharma	sharma	PROPN
brj-23216	457	10	,	,	PUNCT
brj-23216	457	11	a.	a.	PROPN
brj-23216	457	12	,	,	PUNCT
brj-23216	457	13	sharma	sharma	PROPN
brj-23216	457	14	,	,	PUNCT
brj-23216	457	15	s.	s.	PROPN
brj-23216	457	16	,	,	PUNCT
brj-23216	457	17	and	and	CCONJ
brj-23216	457	18	nandal	nandal	NOUN
brj-23216	457	19	,	,	PUNCT
brj-23216	457	20	p.	p.	NOUN
brj-23216	457	21	(	(	PUNCT
brj-23216	457	22	2021	2021	NUM
brj-23216	457	23	)	)	PUNCT
brj-23216	457	24	.	.	PUNCT
brj-23216	458	1	“	"	PUNCT
brj-23216	458	2	material	material	ADJ
brj-23216	458	3	flow	flow	NOUN
brj-23216	458	4	of	of	ADP
brj-23216	458	5	cellulose	cellulose	NOUN
brj-23216	458	6	in	in	ADP
brj-23216	458	7	rice	rice	NOUN
brj-23216	458	8	straw	straw	NOUN
brj-23216	458	9	to	to	AUX
brj-23216	458	10	ethanol	ethanol	NOUN
brj-23216	458	11	and	and	CCONJ
brj-23216	458	12	lignin	lignin	NOUN
brj-23216	458	13	recovery	recovery	NOUN
brj-23216	458	14	by	by	ADP
brj-23216	458	15	naoh	naoh	NOUN
brj-23216	458	16	pretreatment	pretreatment	NOUN
brj-23216	458	17	coupled	couple	VERB
brj-23216	458	18	with	with	ADP
brj-23216	458	19	acid	acid	NOUN
brj-23216	458	20	washing	washing	NOUN
brj-23216	458	21	,	,	PUNCT
brj-23216	458	22	”	"	PUNCT
brj-23216	458	23	biomass	biomass	NOUN
brj-23216	458	24	conversion	conversion	NOUN
brj-23216	458	25	and	and	CCONJ
brj-23216	458	26	biorefinery	biorefinery	NOUN
brj-23216	458	27	13	13	NUM
brj-23216	458	28	,	,	PUNCT
brj-23216	458	29	2233–2242	2233–2242	NUM
brj-23216	458	30	.	.	PUNCT
brj-23216	459	1	sarhan	sarhan	PROPN
brj-23216	459	2	,	,	PUNCT
brj-23216	459	3	s.	s.	PROPN
brj-23216	459	4	,	,	PUNCT
brj-23216	459	5	shaheen	shaheen	PROPN
brj-23216	459	6	,	,	PUNCT
brj-23216	459	7	a.	a.	NOUN
brj-23216	459	8	m.	m.	NOUN
brj-23216	459	9	,	,	PUNCT
brj-23216	459	10	el	el	PROPN
brj-23216	459	11	-	-	PROPN
brj-23216	459	12	sehiemy	sehiemy	PROPN
brj-23216	459	13	,	,	PUNCT
brj-23216	459	14	r.	r.	PROPN
brj-23216	459	15	a.	a.	PROPN
brj-23216	459	16	,	,	PUNCT
brj-23216	459	17	and	and	CCONJ
brj-23216	459	18	gafar	gafar	ADV
brj-23216	459	19	,	,	PUNCT
brj-23216	459	20	m.	m.	NOUN
brj-23216	459	21	(	(	PUNCT
brj-23216	459	22	2022	2022	NUM
brj-23216	459	23	)	)	PUNCT
brj-23216	459	24	.	.	PUNCT
brj-23216	460	1	“	"	PUNCT
brj-23216	460	2	an	an	DET
brj-23216	460	3	enhanced	enhanced	ADJ
brj-23216	460	4	slime	slime	NOUN
brj-23216	460	5	mould	mould	AUX
brj-23216	460	6	optimizer	optimizer	VERB
brj-23216	460	7	that	that	PRON
brj-23216	460	8	uses	use	VERB
brj-23216	460	9	chaotic	chaotic	ADJ
brj-23216	460	10	behavior	behavior	NOUN
brj-23216	460	11	and	and	CCONJ
brj-23216	460	12	an	an	DET
brj-23216	460	13	elitist	elitist	ADJ
brj-23216	460	14	group	group	NOUN
brj-23216	460	15	for	for	ADP
brj-23216	460	16	solving	solve	VERB
brj-23216	460	17	engineering	engineering	NOUN
brj-23216	460	18	problems	problem	NOUN
brj-23216	460	19	,	,	PUNCT
brj-23216	460	20	”	"	PUNCT
brj-23216	460	21	mathematics	mathematic	NOUN
brj-23216	460	22	10(12	10(12	NUM
brj-23216	460	23	)	)	PUNCT
brj-23216	460	24	,	,	PUNCT
brj-23216	460	25	1991	1991	NUM
brj-23216	460	26	.	.	PUNCT
brj-23216	461	1	şenol	şenol	NOUN
brj-23216	461	2	,	,	PUNCT
brj-23216	461	3	h.	h.	PROPN
brj-23216	461	4	(	(	PUNCT
brj-23216	461	5	2021	2021	NUM
brj-23216	461	6	)	)	PUNCT
brj-23216	461	7	.	.	PUNCT
brj-23216	462	1	“	"	PUNCT
brj-23216	462	2	methane	methane	NOUN
brj-23216	462	3	yield	yield	NOUN
brj-23216	462	4	prediction	prediction	NOUN
brj-23216	462	5	of	of	ADP
brj-23216	462	6	ultrasonic	ultrasonic	ADJ
brj-23216	462	7	pretreated	pretreate	VERB
brj-23216	462	8	sewage	sewage	NOUN
brj-23216	462	9	sludge	sludge	NOUN
brj-23216	462	10	by	by	ADP
brj-23216	462	11	means	mean	NOUN
brj-23216	462	12	of	of	ADP
brj-23216	462	13	an	an	DET
brj-23216	462	14	artificial	artificial	ADJ
brj-23216	462	15	neural	neural	ADJ
brj-23216	462	16	network	network	NOUN
brj-23216	462	17	,	,	PUNCT
brj-23216	462	18	”	"	PUNCT
brj-23216	462	19	energy	energy	NOUN
brj-23216	462	20	215	215	NUM
brj-23216	462	21	,	,	PUNCT
brj-23216	462	22	article	article	NOUN
brj-23216	462	23	119173	119173	NUM
brj-23216	462	24	.	.	PUNCT
brj-23216	463	1	siddiqi	siddiqi	PROPN
brj-23216	463	2	,	,	PUNCT
brj-23216	463	3	m.	m.	PROPN
brj-23216	463	4	h.	h.	PROPN
brj-23216	463	5	,	,	PUNCT
brj-23216	463	6	liu	liu	PROPN
brj-23216	463	7	,	,	PUNCT
brj-23216	463	8	x.	x.	PROPN
brj-23216	463	9	,	,	PUNCT
brj-23216	463	10	hussain	hussain	PROPN
brj-23216	463	11	,	,	PUNCT
brj-23216	463	12	m.	m.	NOUN
brj-23216	463	13	a.	a.	PROPN
brj-23216	463	14	,	,	PUNCT
brj-23216	463	15	qureshi	qureshi	PROPN
brj-23216	463	16	,	,	PUNCT
brj-23216	463	17	t.	t.	PROPN
brj-23216	463	18	,	,	PUNCT
brj-23216	463	19	tabish	tabish	PROPN
brj-23216	463	20	,	,	PUNCT
brj-23216	463	21	a.	a.	NOUN
brj-23216	463	22	n.	n.	PROPN
brj-23216	463	23	,	,	PUNCT
brj-23216	463	24	lateef	lateef	PROPN
brj-23216	463	25	,	,	PUNCT
brj-23216	463	26	h.	h.	PROPN
brj-23216	463	27	u.	u.	PROPN
brj-23216	463	28	,	,	PUNCT
brj-23216	463	29	zeb	zeb	PROPN
brj-23216	463	30	,	,	PUNCT
brj-23216	463	31	h.	h.	PROPN
brj-23216	463	32	,	,	PUNCT
brj-23216	463	33	farooq	farooq	PROPN
brj-23216	463	34	,	,	PUNCT
brj-23216	463	35	m.	m.	NOUN
brj-23216	463	36	,	,	PUNCT
brj-23216	463	37	nawaz	nawaz	NOUN
brj-23216	463	38	,	,	PUNCT
brj-23216	463	39	s.	s.	PROPN
brj-23216	463	40	,	,	PUNCT
brj-23216	463	41	and	and	CCONJ
brj-23216	463	42	nawaz	nawaz	NOUN
brj-23216	463	43	,	,	PUNCT
brj-23216	463	44	s.	s.	PROPN
brj-23216	463	45	(	(	PUNCT
brj-23216	463	46	2022	2022	NUM
brj-23216	463	47	)	)	PUNCT
brj-23216	463	48	.	.	PUNCT
brj-23216	464	1	“	"	PUNCT
brj-23216	464	2	evaluation	evaluation	NOUN
brj-23216	464	3	of	of	ADP
brj-23216	464	4	physiochemical	physiochemical	ADJ
brj-23216	464	5	,	,	PUNCT
brj-23216	464	6	thermal	thermal	ADJ
brj-23216	464	7	and	and	CCONJ
brj-23216	464	8	kinetic	kinetic	ADJ
brj-23216	464	9	properties	property	NOUN
brj-23216	464	10	of	of	ADP
brj-23216	464	11	wheat	wheat	NOUN
brj-23216	464	12	straw	straw	NOUN
brj-23216	464	13	by	by	ADP
brj-23216	464	14	demineralising	demineralise	VERB
brj-23216	464	15	with	with	ADP
brj-23216	464	16	leaching	leach	VERB
brj-23216	464	17	reagents	reagent	NOUN
brj-23216	464	18	for	for	ADP
brj-23216	464	19	energy	energy	NOUN
brj-23216	464	20	applications	application	NOUN
brj-23216	464	21	,	,	PUNCT
brj-23216	464	22	”	"	PUNCT
brj-23216	464	23	energy	energy	NOUN
brj-23216	464	24	238	238	NUM
brj-23216	464	25	,	,	PUNCT
brj-23216	464	26	article	article	NOUN
brj-23216	464	27	122013	122013	NUM
brj-23216	464	28	.	.	PUNCT
brj-23216	465	1	sidi	sidi	PROPN
brj-23216	465	2	-	-	PUNCT
brj-23216	465	3	yacoub	yacoub	PROPN
brj-23216	465	4	,	,	PUNCT
brj-23216	465	5	b.	b.	PROPN
brj-23216	465	6	,	,	PUNCT
brj-23216	465	7	oudghiri	oudghiri	PROPN
brj-23216	465	8	,	,	PUNCT
brj-23216	465	9	f.	f.	PROPN
brj-23216	465	10	,	,	PUNCT
brj-23216	465	11	belkadi	belkadi	NOUN
brj-23216	465	12	,	,	PUNCT
brj-23216	465	13	m.	m.	NOUN
brj-23216	465	14	,	,	PUNCT
brj-23216	465	15	and	and	CCONJ
brj-23216	465	16	rodríguez	rodríguez	NOUN
brj-23216	465	17	-	-	PUNCT
brj-23216	465	18	barroso	barroso	PROPN
brj-23216	465	19	,	,	PUNCT
brj-23216	465	20	r.	r.	PROPN
brj-23216	465	21	(	(	PUNCT
brj-23216	465	22	2019	2019	NUM
brj-23216	465	23	)	)	PUNCT
brj-23216	465	24	.	.	PUNCT
brj-23216	466	1	“	"	PUNCT
brj-23216	466	2	characterization	characterization	NOUN
brj-23216	466	3	of	of	ADP
brj-23216	466	4	lignocellulosic	lignocellulosic	ADJ
brj-23216	466	5	components	component	NOUN
brj-23216	466	6	in	in	ADP
brj-23216	466	7	exhausted	exhausted	ADJ
brj-23216	466	8	sugar	sugar	NOUN
brj-23216	466	9	beet	beet	NOUN
brj-23216	466	10	pulp	pulp	NOUN
brj-23216	466	11	waste	waste	NOUN
brj-23216	466	12	by	by	ADP
brj-23216	466	13	tg	tg	PROPN
brj-23216	466	14	/	/	SYM
brj-23216	466	15	ftir	ftir	PROPN
brj-23216	466	16	analysis	analysis	NOUN
brj-23216	466	17	,	,	PUNCT
brj-23216	466	18	”	"	PUNCT
brj-23216	466	19	journal	journal	NOUN
brj-23216	466	20	of	of	ADP
brj-23216	466	21	thermal	thermal	ADJ
brj-23216	466	22	analysis	analysis	NOUN
brj-23216	466	23	and	and	CCONJ
brj-23216	466	24	calorimetry	calorimetry	NOUN
brj-23216	466	25	138	138	NUM
brj-23216	466	26	,	,	PUNCT
brj-23216	466	27	18011809	18011809	NUM
brj-23216	466	28	.	.	PUNCT
brj-23216	467	1	sluiter	sluiter	NOUN
brj-23216	467	2	,	,	PUNCT
brj-23216	467	3	a.	a.	PROPN
brj-23216	467	4	,	,	PUNCT
brj-23216	467	5	hames	hames	PROPN
brj-23216	467	6	,	,	PUNCT
brj-23216	467	7	b.	b.	PROPN
brj-23216	467	8	,	,	PUNCT
brj-23216	467	9	ruiz	ruiz	PROPN
brj-23216	467	10	,	,	PUNCT
brj-23216	467	11	r.	r.	PROPN
brj-23216	467	12	,	,	PUNCT
brj-23216	467	13	scarlata	scarlata	PROPN
brj-23216	467	14	,	,	PUNCT
brj-23216	467	15	c.	c.	PROPN
brj-23216	467	16	,	,	PUNCT
brj-23216	467	17	sluiter	sluiter	PROPN
brj-23216	467	18	,	,	PUNCT
brj-23216	467	19	j.	j.	PROPN
brj-23216	467	20	,	,	PUNCT
brj-23216	467	21	templeton	templeton	PROPN
brj-23216	467	22	,	,	PUNCT
brj-23216	467	23	d.	d.	PROPN
brj-23216	467	24	,	,	PUNCT
brj-23216	467	25	and	and	CCONJ
brj-23216	467	26	crocker	crocker	PROPN
brj-23216	467	27	,	,	PUNCT
brj-23216	467	28	d.	d.	PROPN
brj-23216	467	29	(	(	PUNCT
brj-23216	467	30	2008	2008	NUM
brj-23216	467	31	)	)	PUNCT
brj-23216	467	32	.	.	PUNCT
brj-23216	468	1	“	"	PUNCT
brj-23216	468	2	determination	determination	NOUN
brj-23216	468	3	of	of	ADP
brj-23216	468	4	structural	structural	ADJ
brj-23216	468	5	carbohydrates	carbohydrate	NOUN
brj-23216	468	6	and	and	CCONJ
brj-23216	468	7	lignin	lignin	NOUN
brj-23216	468	8	in	in	ADP
brj-23216	468	9	biomass	biomass	NOUN
brj-23216	468	10	,	,	PUNCT
brj-23216	468	11	”	"	PUNCT
brj-23216	468	12	laboratory	laboratory	NOUN
brj-23216	468	13	analytical	analytical	ADJ
brj-23216	468	14	procedure	procedure	NOUN
brj-23216	468	15	1617(1	1617(1	NUM
brj-23216	468	16	)	)	PUNCT
brj-23216	468	17	,	,	PUNCT
brj-23216	468	18	1	1	NUM
brj-23216	468	19	-	-	SYM
brj-23216	468	20	16	16	NUM
brj-23216	468	21	.	.	PUNCT
brj-23216	469	1	tan	tan	PROPN
brj-23216	469	2	,	,	PUNCT
brj-23216	469	3	j.	j.	PROPN
brj-23216	469	4	,	,	PUNCT
brj-23216	469	5	li	li	PROPN
brj-23216	469	6	,	,	PUNCT
brj-23216	469	7	y.	y.	PROPN
brj-23216	469	8	,	,	PUNCT
brj-23216	469	9	tan	tan	PROPN
brj-23216	469	10	,	,	PUNCT
brj-23216	469	11	x.	x.	PROPN
brj-23216	469	12	,	,	PUNCT
brj-23216	469	13	wu	wu	PROPN
brj-23216	469	14	,	,	PUNCT
brj-23216	469	15	h.	h.	PROPN
brj-23216	469	16	,	,	PUNCT
brj-23216	469	17	li	li	PROPN
brj-23216	469	18	,	,	PUNCT
brj-23216	469	19	h.	h.	PROPN
brj-23216	469	20	,	,	PUNCT
brj-23216	469	21	and	and	CCONJ
brj-23216	469	22	yang	yang	PROPN
brj-23216	469	23	,	,	PUNCT
brj-23216	469	24	s.	s.	PROPN
brj-23216	469	25	(	(	PUNCT
brj-23216	469	26	2021	2021	NUM
brj-23216	469	27	)	)	PUNCT
brj-23216	469	28	.	.	PUNCT
brj-23216	470	1	“	"	PUNCT
brj-23216	470	2	advances	advance	NOUN
brj-23216	470	3	in	in	ADP
brj-23216	470	4	pretreatment	pretreatment	NOUN
brj-23216	470	5	of	of	ADP
brj-23216	470	6	straw	straw	NOUN
brj-23216	470	7	biomass	biomass	NOUN
brj-23216	470	8	for	for	ADP
brj-23216	470	9	sugar	sugar	NOUN
brj-23216	470	10	production	production	NOUN
brj-23216	470	11	,	,	PUNCT
brj-23216	470	12	”	"	PUNCT
brj-23216	470	13	frontiers	frontier	NOUN
brj-23216	470	14	in	in	ADP
brj-23216	470	15	chemistry	chemistry	NOUN
brj-23216	470	16	9	9	NUM
brj-23216	470	17	,	,	PUNCT
brj-23216	470	18	article	article	NOUN
brj-23216	470	19	696030	696030	NUM
brj-23216	470	20	.	.	PUNCT
brj-23216	471	1	tan	tan	PROPN
brj-23216	471	2	,	,	PUNCT
brj-23216	471	3	l.	l.	PROPN
brj-23216	471	4	,	,	PUNCT
brj-23216	471	5	zhong	zhong	PROPN
brj-23216	471	6	,	,	PUNCT
brj-23216	471	7	j.	j.	PROPN
brj-23216	471	8	,	,	PUNCT
brj-23216	471	9	jin	jin	NOUN
brj-23216	471	10	,	,	PUNCT
brj-23216	471	11	y.-l	y.-l	NOUN
brj-23216	471	12	.	.	PUNCT
brj-23216	471	13	,	,	PUNCT
brj-23216	471	14	sun	sun	NOUN
brj-23216	471	15	,	,	PUNCT
brj-23216	471	16	z.-y	z.-y	NOUN
brj-23216	471	17	.	.	PROPN
brj-23216	471	18	,	,	PUNCT
brj-23216	471	19	tang	tang	PROPN
brj-23216	471	20	,	,	PUNCT
brj-23216	471	21	y.-q	y.-q	PROPN
brj-23216	471	22	.	.	PROPN
brj-23216	471	23	,	,	PUNCT
brj-23216	471	24	and	and	CCONJ
brj-23216	471	25	kida	kida	PROPN
brj-23216	471	26	,	,	PUNCT
brj-23216	471	27	k.	k.	PROPN
brj-23216	471	28	(	(	PUNCT
brj-23216	471	29	2020	2020	NUM
brj-23216	471	30	)	)	PUNCT
brj-23216	471	31	.	.	PUNCT
brj-23216	472	1	“	"	PUNCT
brj-23216	472	2	production	production	NOUN
brj-23216	472	3	of	of	ADP
brj-23216	472	4	bioethanol	bioethanol	NOUN
brj-23216	472	5	from	from	ADP
brj-23216	472	6	unwashed	unwashed	ADJ
brj-23216	472	7	-	-	PUNCT
brj-23216	472	8	pretreated	pretreate	VERB
brj-23216	472	9	rapeseed	rapeseed	NOUN
brj-23216	472	10	straw	straw	NOUN
brj-23216	472	11	at	at	ADP
brj-23216	472	12	high	high	ADJ
brj-23216	472	13	solid	solid	ADJ
brj-23216	472	14	loading	loading	NOUN
brj-23216	472	15	,	,	PUNCT
brj-23216	472	16	”	"	PUNCT
brj-23216	472	17	bioresource	bioresource	ADP
brj-23216	472	18	technology	technology	NOUN
brj-23216	472	19	303	303	NUM
brj-23216	472	20	,	,	PUNCT
brj-23216	472	21	article	article	NOUN
brj-23216	472	22	122949	122949	NUM
brj-23216	472	23	.	.	PUNCT
brj-23216	473	1	turek	turek	PROPN
brj-23216	473	2	,	,	PUNCT
brj-23216	473	3	a.	a.	NOUN
brj-23216	473	4	,	,	PUNCT
brj-23216	473	5	wieczorek	wieczorek	NOUN
brj-23216	473	6	,	,	PUNCT
brj-23216	473	7	k.	k.	PROPN
brj-23216	473	8	,	,	PUNCT
brj-23216	473	9	and	and	CCONJ
brj-23216	473	10	wolf	wolf	PROPN
brj-23216	473	11	,	,	PUNCT
brj-23216	473	12	w.	w.	PROPN
brj-23216	473	13	m.	m.	NOUN
brj-23216	473	14	(	(	PUNCT
brj-23216	473	15	2019	2019	NUM
brj-23216	473	16	)	)	PUNCT
brj-23216	473	17	.	.	PUNCT
brj-23216	474	1	“	"	PUNCT
brj-23216	474	2	digestion	digestion	NOUN
brj-23216	474	3	procedure	procedure	NOUN
brj-23216	474	4	and	and	CCONJ
brj-23216	474	5	determination	determination	NOUN
brj-23216	474	6	of	of	ADP
brj-23216	474	7	heavy	heavy	ADJ
brj-23216	474	8	metals	metal	NOUN
brj-23216	474	9	in	in	ADP
brj-23216	474	10	sewage	sewage	NOUN
brj-23216	474	11	sludge	sludge	NOUN
brj-23216	474	12	—	—	PUNCT
brj-23216	474	13	an	an	DET
brj-23216	474	14	analytical	analytical	ADJ
brj-23216	474	15	problem	problem	NOUN
brj-23216	474	16	,	,	PUNCT
brj-23216	474	17	”	"	PUNCT
brj-23216	474	18	sustainability	sustainability	NOUN
brj-23216	474	19	11(6	11(6	NUM
brj-23216	474	20	)	)	PUNCT
brj-23216	474	21	,	,	PUNCT
brj-23216	474	22	article	article	NOUN
brj-23216	474	23	1753	1753	NUM
brj-23216	474	24	.	.	PUNCT
brj-23216	475	1	article	article	NOUN
brj-23216	475	2	submitted	submit	VERB
brj-23216	475	3	:	:	PUNCT
brj-23216	475	4	december	december	PROPN
brj-23216	475	5	15	15	NUM
brj-23216	475	6	,	,	PUNCT
brj-23216	475	7	2023	2023	NUM
brj-23216	475	8	;	;	PUNCT
brj-23216	475	9	peer	peer	NOUN
brj-23216	475	10	review	review	NOUN
brj-23216	475	11	completed	complete	VERB
brj-23216	475	12	:	:	PUNCT
brj-23216	475	13	january	january	PROPN
brj-23216	475	14	21	21	NUM
brj-23216	475	15	,	,	PUNCT
brj-23216	475	16	2024	2024	NUM
brj-23216	475	17	;	;	PUNCT
brj-23216	475	18	revised	revise	VERB
brj-23216	475	19	version	version	NOUN
brj-23216	475	20	received	receive	VERB
brj-23216	475	21	and	and	CCONJ
brj-23216	475	22	accepted	accept	VERB
brj-23216	475	23	:	:	PUNCT
brj-23216	475	24	february	february	NOUN
brj-23216	475	25	9	9	NUM
brj-23216	475	26	,	,	PUNCT
brj-23216	475	27	2024	2024	NUM
brj-23216	475	28	;	;	PUNCT
brj-23216	475	29	published	publish	VERB
brj-23216	475	30	:	:	PUNCT
brj-23216	475	31	february	february	PROPN
brj-23216	475	32	16	16	NUM
brj-23216	475	33	,	,	PUNCT
brj-23216	475	34	2024	2024	NUM
brj-23216	475	35	.	.	PUNCT
brj-23216	476	1	doi	doi	NOUN
brj-23216	476	2	:	:	PUNCT
brj-23216	476	3	10.15376	10.15376	NUM
brj-23216	476	4	/	/	SYM
brj-23216	476	5	biores.19.2.2179	biores.19.2.2179	NOUN
brj-23216	476	6	-	-	SYM
brj-23216	476	7	2200	2200	NUM