id	sid	tid	token	lemma	pos
aesr-1503	1	1	38	38	NUM
aesr-1503	1	2	©	©	PROPN
aesr-1503	1	3	2020	2020	NUM
aesr-1503	1	4	by	by	ADP
aesr-1503	1	5	the	the	DET
aesr-1503	1	6	authors	author	NOUN
aesr-1503	1	7	;	;	PUNCT
aesr-1503	1	8	licensee	licensee	PROPN
aesr-1503	1	9	asian	asian	ADJ
aesr-1503	1	10	online	online	PROPN
aesr-1503	1	11	journal	journal	PROPN
aesr-1503	1	12	publishing	publishing	NOUN
aesr-1503	1	13	group	group	NOUN
aesr-1503	1	14	agriculture	agriculture	PROPN
aesr-1503	1	15	and	and	CCONJ
aesr-1503	1	16	food	food	NOUN
aesr-1503	1	17	sciences	sciences	PROPN
aesr-1503	1	18	research	research	NOUN
aesr-1503	1	19	vol	vol	NOUN
aesr-1503	1	20	.	.	PUNCT
aesr-1503	1	21	7	7	NUM
aesr-1503	1	22	,	,	PUNCT
aesr-1503	1	23	no	no	INTJ
aesr-1503	1	24	.	.	NOUN
aesr-1503	1	25	1	1	NUM
aesr-1503	1	26	,	,	PUNCT
aesr-1503	1	27	38	38	NUM
aesr-1503	1	28	-	-	SYM
aesr-1503	1	29	45	45	NUM
aesr-1503	1	30	,	,	PUNCT
aesr-1503	1	31	2020	2020	NUM
aesr-1503	1	32	issn(e	issn(e	NOUN
aesr-1503	1	33	)	)	PUNCT
aesr-1503	1	34	2411	2411	NUM
aesr-1503	1	35	-	-	SYM
aesr-1503	1	36	6653/	6653/	NUM
aesr-1503	1	37	issn(p	issn(p	NOUN
aesr-1503	1	38	)	)	PUNCT
aesr-1503	1	39	2518	2518	NUM
aesr-1503	1	40	-	-	SYM
aesr-1503	1	41	0193	0193	NUM
aesr-1503	1	42	doi	doi	NOUN
aesr-1503	1	43	:	:	PUNCT
aesr-1503	1	44	10.20448	10.20448	NUM
aesr-1503	1	45	/	/	SYM
aesr-1503	1	46	journal.512.2020.71.38.45	journal.512.2020.71.38.45	PROPN
aesr-1503	1	47	©	©	PROPN
aesr-1503	1	48	2020	2020	NUM
aesr-1503	1	49	by	by	ADP
aesr-1503	1	50	the	the	DET
aesr-1503	1	51	authors	author	NOUN
aesr-1503	1	52	;	;	PUNCT
aesr-1503	1	53	licensee	licensee	PROPN
aesr-1503	1	54	asian	asian	ADJ
aesr-1503	1	55	online	online	PROPN
aesr-1503	1	56	journal	journal	PROPN
aesr-1503	1	57	publishing	publishing	NOUN
aesr-1503	1	58	group	group	NOUN
aesr-1503	1	59	developing	develop	VERB
aesr-1503	1	60	calibration	calibration	NOUN
aesr-1503	1	61	model	model	NOUN
aesr-1503	1	62	for	for	ADP
aesr-1503	1	63	prediction	prediction	NOUN
aesr-1503	1	64	of	of	ADP
aesr-1503	1	65	malt	malt	NOUN
aesr-1503	1	66	barley	barley	NOUN
aesr-1503	1	67	genotypes	genotype	NOUN
aesr-1503	1	68	quality	quality	NOUN
aesr-1503	1	69	traits	trait	NOUN
aesr-1503	1	70	using	use	VERB
aesr-1503	1	71	fourier	fourier	NOUN
aesr-1503	1	72	transform	transform	NOUN
aesr-1503	1	73	near	near	ADP
aesr-1503	1	74	infrared	infrared	ADJ
aesr-1503	1	75	spectroscopy	spectroscopy	NOUN
aesr-1503	1	76	yadesa	yadesa	PROPN
aesr-1503	1	77	abeshu1	abeshu1	PROPN
aesr-1503	1	78	ashagrie	ashagrie	VERB
aesr-1503	1	79	zewdu2	zewdu2	NOUN
aesr-1503	2	1	(	(	PUNCT
aesr-1503	2	2			PROPN
aesr-1503	2	3	corresponding	correspond	VERB
aesr-1503	2	4	author	author	NOUN
aesr-1503	2	5	)	)	PUNCT
aesr-1503	2	6	1food	1food	NUM
aesr-1503	2	7	science	science	NOUN
aesr-1503	2	8	and	and	CCONJ
aesr-1503	2	9	nutrition	nutrition	NOUN
aesr-1503	2	10	research	research	NOUN
aesr-1503	2	11	program	program	NOUN
aesr-1503	2	12	,	,	PUNCT
aesr-1503	2	13	holeta	holeta	PROPN
aesr-1503	2	14	agricultural	agricultural	ADJ
aesr-1503	2	15	research	research	NOUN
aesr-1503	2	16	center	center	NOUN
aesr-1503	2	17	,	,	PUNCT
aesr-1503	2	18	ethiopian	ethiopian	PROPN
aesr-1503	2	19	institute	institute	PROPN
aesr-1503	2	20	of	of	ADP
aesr-1503	2	21	agricultural	agricultural	ADJ
aesr-1503	2	22	research	research	NOUN
aesr-1503	2	23	;	;	PUNCT
aesr-1503	2	24	addis	addis	PROPN
aesr-1503	2	25	ababa	ababa	PROPN
aesr-1503	2	26	,	,	PUNCT
aesr-1503	2	27	ethiopia	ethiopia	PROPN
aesr-1503	2	28	.	.	PUNCT
aesr-1503	3	1	2center	2center	NUM
aesr-1503	3	2	for	for	ADP
aesr-1503	3	3	food	food	NOUN
aesr-1503	3	4	science	science	NOUN
aesr-1503	3	5	and	and	CCONJ
aesr-1503	3	6	nutrition	nutrition	NOUN
aesr-1503	3	7	,	,	PUNCT
aesr-1503	3	8	college	college	NOUN
aesr-1503	3	9	of	of	ADP
aesr-1503	3	10	natural	natural	ADJ
aesr-1503	3	11	and	and	CCONJ
aesr-1503	3	12	computational	computational	ADJ
aesr-1503	3	13	sciences	science	NOUN
aesr-1503	3	14	,	,	PUNCT
aesr-1503	3	15	addis	addis	PROPN
aesr-1503	3	16	ababa	ababa	PROPN
aesr-1503	3	17	university	university	PROPN
aesr-1503	3	18	;	;	PUNCT
aesr-1503	3	19	addis	addis	PROPN
aesr-1503	3	20	ababa	ababa	PROPN
aesr-1503	3	21	,	,	PUNCT
aesr-1503	3	22	ethiopia	ethiopia	PROPN
aesr-1503	3	23	.	.	PUNCT
aesr-1503	4	1	abstract	abstract	PROPN
aesr-1503	4	2	ethiopia	ethiopia	PROPN
aesr-1503	4	3	is	be	AUX
aesr-1503	4	4	the	the	DET
aesr-1503	4	5	second	second	ADV
aesr-1503	4	6	largest	large	ADJ
aesr-1503	4	7	barley	barley	NOUN
aesr-1503	4	8	producer	producer	NOUN
aesr-1503	4	9	in	in	ADP
aesr-1503	4	10	africa	africa	PROPN
aesr-1503	4	11	.	.	PUNCT
aesr-1503	5	1	but	but	CCONJ
aesr-1503	5	2	the	the	DET
aesr-1503	5	3	quality	quality	NOUN
aesr-1503	5	4	traits	trait	NOUN
aesr-1503	5	5	are	be	AUX
aesr-1503	5	6	always	always	ADV
aesr-1503	5	7	influenced	influence	VERB
aesr-1503	5	8	by	by	ADP
aesr-1503	5	9	the	the	DET
aesr-1503	5	10	cultivar	cultivar	NOUN
aesr-1503	5	11	itself	itself	PRON
aesr-1503	5	12	and	and	CCONJ
aesr-1503	5	13	growing	grow	VERB
aesr-1503	5	14	environment	environment	NOUN
aesr-1503	5	15	.	.	PUNCT
aesr-1503	6	1	thus	thus	ADV
aesr-1503	6	2	,	,	PUNCT
aesr-1503	6	3	the	the	DET
aesr-1503	6	4	study	study	NOUN
aesr-1503	6	5	was	be	AUX
aesr-1503	6	6	targeted	target	VERB
aesr-1503	6	7	on	on	ADP
aesr-1503	6	8	developing	develop	VERB
aesr-1503	6	9	calibration	calibration	NOUN
aesr-1503	6	10	model	model	NOUN
aesr-1503	6	11	for	for	ADP
aesr-1503	6	12	predicting	predict	VERB
aesr-1503	6	13	malt	malt	NOUN
aesr-1503	6	14	barley	barley	NOUN
aesr-1503	6	15	quality	quality	NOUN
aesr-1503	6	16	traits	trait	NOUN
aesr-1503	6	17	of	of	ADP
aesr-1503	6	18	genotypes	genotype	NOUN
aesr-1503	6	19	grown	grow	VERB
aesr-1503	6	20	at	at	ADP
aesr-1503	6	21	different	different	ADJ
aesr-1503	6	22	locations	location	NOUN
aesr-1503	6	23	using	use	VERB
aesr-1503	6	24	near	near	ADJ
aesr-1503	6	25	infra	infra	NOUN
aesr-1503	6	26	-	-	PUNCT
aesr-1503	6	27	red	red	ADJ
aesr-1503	6	28	spectroscopy	spectroscopy	NOUN
aesr-1503	6	29	for	for	ADP
aesr-1503	6	30	selection	selection	NOUN
aesr-1503	6	31	purposes	purpose	NOUN
aesr-1503	6	32	in	in	ADP
aesr-1503	6	33	barley	barley	NOUN
aesr-1503	6	34	breeding	breeding	NOUN
aesr-1503	6	35	program	program	NOUN
aesr-1503	6	36	.	.	PUNCT
aesr-1503	7	1	for	for	ADP
aesr-1503	7	2	this	this	DET
aesr-1503	7	3	purpose	purpose	NOUN
aesr-1503	7	4	,	,	PUNCT
aesr-1503	7	5	60	60	NUM
aesr-1503	7	6	barley	barley	NOUN
aesr-1503	7	7	samples	sample	NOUN
aesr-1503	7	8	were	be	AUX
aesr-1503	7	9	collected	collect	VERB
aesr-1503	7	10	from	from	ADP
aesr-1503	7	11	holeta	holeta	PROPN
aesr-1503	7	12	,	,	PUNCT
aesr-1503	7	13	debre	debre	NOUN
aesr-1503	7	14	-	-	PUNCT
aesr-1503	7	15	birhan	birhan	NOUN
aesr-1503	7	16	and	and	CCONJ
aesr-1503	7	17	bekoji	bekoji	NOUN
aesr-1503	7	18	.	.	PUNCT
aesr-1503	8	1	samples	sample	NOUN
aesr-1503	8	2	were	be	AUX
aesr-1503	8	3	chemically	chemically	ADV
aesr-1503	8	4	analyzed	analyze	VERB
aesr-1503	8	5	in	in	ADP
aesr-1503	8	6	duplicate	duplicate	NOUN
aesr-1503	8	7	for	for	ADP
aesr-1503	8	8	5	5	NUM
aesr-1503	8	9	barley	barley	NOUN
aesr-1503	8	10	traits	trait	NOUN
aesr-1503	8	11	.	.	PUNCT
aesr-1503	9	1	the	the	DET
aesr-1503	9	2	calibration	calibration	NOUN
aesr-1503	9	3	model	model	NOUN
aesr-1503	9	4	was	be	AUX
aesr-1503	9	5	developed	develop	VERB
aesr-1503	9	6	based	base	VERB
aesr-1503	9	7	on	on	ADP
aesr-1503	9	8	120	120	NUM
aesr-1503	9	9	samples	sample	NOUN
aesr-1503	9	10	spectral	spectral	ADJ
aesr-1503	9	11	data	datum	NOUN
aesr-1503	9	12	and	and	CCONJ
aesr-1503	9	13	60	60	NUM
aesr-1503	9	14	chemistry	chemistry	NOUN
aesr-1503	9	15	data	datum	NOUN
aesr-1503	9	16	results	result	NOUN
aesr-1503	9	17	using	use	VERB
aesr-1503	9	18	the	the	DET
aesr-1503	9	19	calibration	calibration	NOUN
aesr-1503	9	20	software	software	NOUN
aesr-1503	9	21	of	of	ADP
aesr-1503	9	22	the	the	DET
aesr-1503	9	23	ft	ft	NOUN
aesr-1503	9	24	-	-	PUNCT
aesr-1503	9	25	near	near	ADV
aesr-1503	9	26	infrared	infrared	ADJ
aesr-1503	9	27	spectroscopy	spectroscopy	NOUN
aesr-1503	9	28	.	.	PUNCT
aesr-1503	10	1	the	the	DET
aesr-1503	10	2	barley	barley	NOUN
aesr-1503	10	3	protein	protein	NOUN
aesr-1503	10	4	calibration	calibration	NOUN
aesr-1503	10	5	model	model	NOUN
aesr-1503	10	6	having	have	VERB
aesr-1503	10	7	(	(	PUNCT
aesr-1503	10	8	r²c=	r²c=	NOUN
aesr-1503	10	9	0.97	0.97	NUM
aesr-1503	10	10	;	;	PUNCT
aesr-1503	10	11	rpd=5.7	rpd=5.7	NOUN
aesr-1503	10	12	and	and	CCONJ
aesr-1503	10	13	r2	r2	PROPN
aesr-1503	10	14	c=0.94	c=0.94	NOUN
aesr-1503	10	15	;	;	PUNCT
aesr-1503	10	16	rpd=4.16	rpd=4.16	PROPN
aesr-1503	10	17	)	)	PUNCT
aesr-1503	10	18	respectively	respectively	ADV
aesr-1503	10	19	,	,	PUNCT
aesr-1503	10	20	can	can	AUX
aesr-1503	10	21	be	be	AUX
aesr-1503	10	22	regarded	regard	VERB
aesr-1503	10	23	as	as	ADP
aesr-1503	10	24	broadly	broadly	ADV
aesr-1503	10	25	applicable	applicable	ADJ
aesr-1503	10	26	;	;	PUNCT
aesr-1503	10	27	extract	extract	NOUN
aesr-1503	10	28	and	and	CCONJ
aesr-1503	10	29	friability	friability	NOUN
aesr-1503	10	30	(	(	PUNCT
aesr-1503	10	31	r²c=	r²c=	PROPN
aesr-1503	10	32	0.96	0.96	NUM
aesr-1503	10	33	;	;	PUNCT
aesr-1503	10	34	rpd=4.54	rpd=4.54	PROPN
aesr-1503	10	35	and	and	CCONJ
aesr-1503	10	36	r2	r2	PROPN
aesr-1503	10	37	c=0.95	c=0.95	PROPN
aesr-1503	10	38	;	;	PUNCT
aesr-1503	10	39	rpd=4.36	rpd=4.36	PROPN
aesr-1503	10	40	)	)	PUNCT
aesr-1503	10	41	respectively	respectively	ADV
aesr-1503	10	42	were	be	AUX
aesr-1503	10	43	accepted	accept	VERB
aesr-1503	10	44	as	as	ADP
aesr-1503	10	45	useable	useable	ADJ
aesr-1503	10	46	with	with	ADP
aesr-1503	10	47	good	good	ADJ
aesr-1503	10	48	prediction	prediction	NOUN
aesr-1503	10	49	capability	capability	NOUN
aesr-1503	10	50	;	;	PUNCT
aesr-1503	10	51	whereas	whereas	SCONJ
aesr-1503	10	52	β	β	X
aesr-1503	10	53	-	-	ADJ
aesr-1503	10	54	glucan	glucan	ADJ
aesr-1503	10	55	calibration	calibration	NOUN
aesr-1503	10	56	model	model	NOUN
aesr-1503	10	57	(	(	PUNCT
aesr-1503	10	58	r²c=	r²c=	NOUN
aesr-1503	10	59	0.90	0.90	NUM
aesr-1503	10	60	;	;	PUNCT
aesr-1503	10	61	rpd=3.18	rpd=3.18	X
aesr-1503	10	62	)	)	PUNCT
aesr-1503	10	63	allowed	allow	VERB
aesr-1503	10	64	only	only	ADV
aesr-1503	10	65	for	for	ADP
aesr-1503	10	66	screening	screen	VERB
aesr-1503	10	67	purpose	purpose	NOUN
aesr-1503	10	68	in	in	ADP
aesr-1503	10	69	some	some	DET
aesr-1503	10	70	applications	application	NOUN
aesr-1503	10	71	.	.	PUNCT
aesr-1503	11	1	barley	barley	NOUN
aesr-1503	11	2	grain	grain	NOUN
aesr-1503	11	3	dry	dry	ADJ
aesr-1503	11	4	matter	matter	NOUN
aesr-1503	11	5	with	with	ADP
aesr-1503	11	6	model	model	NOUN
aesr-1503	11	7	parameters	parameter	NOUN
aesr-1503	11	8	result	result	VERB
aesr-1503	11	9	(	(	PUNCT
aesr-1503	11	10	r2	r2	PROPN
aesr-1503	11	11	c=0.86	c=0.86	PROPN
aesr-1503	11	12	;	;	PUNCT
aesr-1503	11	13	rpd=2.69)shown	rpd=2.69)shown	NOUN
aesr-1503	11	14	usable	usable	ADJ
aesr-1503	11	15	with	with	ADP
aesr-1503	11	16	caution	caution	NOUN
aesr-1503	11	17	only	only	ADV
aesr-1503	11	18	for	for	ADP
aesr-1503	11	19	rough	rough	ADJ
aesr-1503	11	20	screening	screening	NOUN
aesr-1503	11	21	purposes	purpose	NOUN
aesr-1503	11	22	.	.	PUNCT
aesr-1503	12	1	hence	hence	ADV
aesr-1503	12	2	near	near	ADP
aesr-1503	12	3	infrared	infrared	ADJ
aesr-1503	12	4	spectroscopy	spectroscopy	NOUN
aesr-1503	12	5	is	be	AUX
aesr-1503	12	6	fast	fast	ADJ
aesr-1503	12	7	and	and	CCONJ
aesr-1503	12	8	cost	cost	NOUN
aesr-1503	12	9	-	-	PUNCT
aesr-1503	12	10	efficient	efficient	ADJ
aesr-1503	12	11	,	,	PUNCT
aesr-1503	12	12	the	the	DET
aesr-1503	12	13	breeding	breeding	NOUN
aesr-1503	12	14	program	program	NOUN
aesr-1503	12	15	can	can	AUX
aesr-1503	12	16	increase	increase	VERB
aesr-1503	12	17	the	the	DET
aesr-1503	12	18	intensity	intensity	NOUN
aesr-1503	12	19	of	of	ADP
aesr-1503	12	20	variety	variety	NOUN
aesr-1503	12	21	selection	selection	NOUN
aesr-1503	12	22	using	use	VERB
aesr-1503	12	23	calibration	calibration	NOUN
aesr-1503	12	24	models	model	NOUN
aesr-1503	12	25	reflected	reflect	VERB
aesr-1503	12	26	good	good	ADJ
aesr-1503	12	27	predicting	predicting	NOUN
aesr-1503	12	28	performances	performance	NOUN
aesr-1503	12	29	except	except	SCONJ
aesr-1503	12	30	models	model	NOUN
aesr-1503	12	31	for	for	ADP
aesr-1503	12	32	dry	dry	ADJ
aesr-1503	12	33	matter	matter	NOUN
aesr-1503	12	34	and	and	CCONJ
aesr-1503	12	35	β	β	NOUN
aesr-1503	12	36	-	-	NOUN
aesr-1503	12	37	glucan	glucan	NOUN
aesr-1503	12	38	.	.	PUNCT
aesr-1503	13	1	keywords	keyword	NOUN
aesr-1503	13	2	:	:	PUNCT
aesr-1503	13	3	barley	barley	NOUN
aesr-1503	13	4	,	,	PUNCT
aesr-1503	13	5	genotypes	genotype	NOUN
aesr-1503	13	6	,	,	PUNCT
aesr-1503	13	7	malt	malt	NOUN
aesr-1503	13	8	,	,	PUNCT
aesr-1503	13	9	trait	trait	NOUN
aesr-1503	13	10	,	,	PUNCT
aesr-1503	13	11	near	near	ADP
aesr-1503	13	12	infrared	infrared	ADJ
aesr-1503	13	13	spectroscopy	spectroscopy	NOUN
aesr-1503	13	14	,	,	PUNCT
aesr-1503	13	15	calibration	calibration	NOUN
aesr-1503	13	16	,	,	PUNCT
aesr-1503	13	17	validation	validation	NOUN
aesr-1503	13	18	.	.	PUNCT
aesr-1503	14	1	citation	citation	NOUN
aesr-1503	15	1	|	|	ADV
aesr-1503	15	2	yadesa	yadesa	NOUN
aesr-1503	15	3	abeshu	abeshu	NOUN
aesr-1503	15	4	;	;	PUNCT
aesr-1503	15	5	ashagrie	ashagrie	VERB
aesr-1503	15	6	zewdu	zewdu	NOUN
aesr-1503	15	7	(	(	PUNCT
aesr-1503	15	8	2020	2020	NUM
aesr-1503	15	9	)	)	PUNCT
aesr-1503	15	10	.	.	PUNCT
aesr-1503	16	1	developing	develop	VERB
aesr-1503	16	2	calibration	calibration	NOUN
aesr-1503	16	3	model	model	NOUN
aesr-1503	16	4	for	for	ADP
aesr-1503	16	5	prediction	prediction	NOUN
aesr-1503	16	6	of	of	ADP
aesr-1503	16	7	malt	malt	NOUN
aesr-1503	16	8	barley	barley	NOUN
aesr-1503	16	9	genotypes	genotype	NOUN
aesr-1503	16	10	quality	quality	NOUN
aesr-1503	16	11	traits	trait	NOUN
aesr-1503	16	12	using	use	VERB
aesr-1503	16	13	fourier	fourier	NOUN
aesr-1503	16	14	transform	transform	NOUN
aesr-1503	16	15	near	near	ADP
aesr-1503	16	16	infrared	infrared	ADJ
aesr-1503	16	17	spectroscopy	spectroscopy	NOUN
aesr-1503	16	18	.	.	PUNCT
aesr-1503	17	1	agriculture	agriculture	NOUN
aesr-1503	17	2	and	and	CCONJ
aesr-1503	17	3	food	food	NOUN
aesr-1503	17	4	sciences	sciences	PROPN
aesr-1503	17	5	research	research	NOUN
aesr-1503	17	6	,	,	PUNCT
aesr-1503	17	7	7(1	7(1	NUM
aesr-1503	17	8	):	):	PUNCT
aesr-1503	17	9	38	38	NUM
aesr-1503	17	10	-	-	SYM
aesr-1503	17	11	45	45	NUM
aesr-1503	17	12	.	.	PUNCT
aesr-1503	18	1	history	history	NOUN
aesr-1503	18	2	:	:	PUNCT
aesr-1503	18	3	received	receive	VERB
aesr-1503	18	4	:	:	PUNCT
aesr-1503	18	5	7	7	NUM
aesr-1503	18	6	january	january	PROPN
aesr-1503	18	7	2020	2020	NUM
aesr-1503	18	8	revised	revise	VERB
aesr-1503	18	9	:	:	PUNCT
aesr-1503	18	10	10	10	NUM
aesr-1503	18	11	february	february	NOUN
aesr-1503	18	12	2020	2020	NUM
aesr-1503	18	13	accepted	accept	VERB
aesr-1503	18	14	:	:	PUNCT
aesr-1503	18	15	17	17	NUM
aesr-1503	18	16	march	march	NOUN
aesr-1503	18	17	2020	2020	NUM
aesr-1503	18	18	published	publish	VERB
aesr-1503	18	19	:	:	PUNCT
aesr-1503	19	1	13	13	NUM
aesr-1503	19	2	april	april	PROPN
aesr-1503	19	3	2020	2020	NUM
aesr-1503	19	4	licensed	license	VERB
aesr-1503	19	5	:	:	PUNCT
aesr-1503	19	6	this	this	DET
aesr-1503	19	7	work	work	NOUN
aesr-1503	19	8	is	be	AUX
aesr-1503	19	9	licensed	license	VERB
aesr-1503	19	10	under	under	ADP
aesr-1503	19	11	a	a	DET
aesr-1503	19	12	creative	creative	ADJ
aesr-1503	19	13	commons	common	NOUN
aesr-1503	19	14	attribution	attribution	NOUN
aesr-1503	19	15	3.0	3.0	NUM
aesr-1503	19	16	license	license	NOUN
aesr-1503	19	17	publisher	publisher	NOUN
aesr-1503	19	18	:	:	PUNCT
aesr-1503	19	19	asian	asian	ADJ
aesr-1503	19	20	online	online	PROPN
aesr-1503	19	21	journal	journal	PROPN
aesr-1503	19	22	publishing	publishing	NOUN
aesr-1503	19	23	group	group	NOUN
aesr-1503	19	24	acknowledgement	acknowledgement	NOUN
aesr-1503	19	25	:	:	PUNCT
aesr-1503	19	26	authors	author	NOUN
aesr-1503	19	27	would	would	AUX
aesr-1503	19	28	like	like	VERB
aesr-1503	19	29	to	to	PART
aesr-1503	19	30	express	express	VERB
aesr-1503	19	31	their	their	PRON
aesr-1503	19	32	gratitude	gratitude	NOUN
aesr-1503	19	33	to	to	PART
aesr-1503	19	34	rebeka	rebeka	VERB
aesr-1503	19	35	g	g	NOUN
aesr-1503	19	36	/	/	SYM
aesr-1503	19	37	tsadik	tsadik	NOUN
aesr-1503	19	38	(	(	PUNCT
aesr-1503	19	39	phd	phd	NOUN
aesr-1503	19	40	)	)	PUNCT
aesr-1503	19	41	giz	giz	NOUN
aesr-1503	19	42	contact	contact	NOUN
aesr-1503	19	43	person	person	NOUN
aesr-1503	19	44	and	and	CCONJ
aesr-1503	19	45	coordinator	coordinator	NOUN
aesr-1503	19	46	in	in	ADP
aesr-1503	19	47	ethiopia	ethiopia	PROPN
aesr-1503	19	48	and	and	CCONJ
aesr-1503	19	49	berhanelakew	berhanelakew	NOUN
aesr-1503	19	50	(	(	PUNCT
aesr-1503	19	51	phd	phd	NOUN
aesr-1503	19	52	)	)	PUNCT
aesr-1503	19	53	senior	senior	ADJ
aesr-1503	19	54	barley	barley	NOUN
aesr-1503	19	55	breeder	breeder	NOUN
aesr-1503	19	56	at	at	ADP
aesr-1503	19	57	holeta	holeta	PROPN
aesr-1503	19	58	research	research	NOUN
aesr-1503	19	59	center	center	NOUN
aesr-1503	19	60	for	for	ADP
aesr-1503	19	61	their	their	PRON
aesr-1503	19	62	kind	kind	NOUN
aesr-1503	19	63	supports	support	NOUN
aesr-1503	19	64	to	to	ADP
aesr-1503	19	65	the	the	DET
aesr-1503	19	66	successful	successful	ADJ
aesr-1503	19	67	attainment	attainment	NOUN
aesr-1503	19	68	for	for	ADP
aesr-1503	19	69	the	the	DET
aesr-1503	19	70	study	study	NOUN
aesr-1503	19	71	.	.	PUNCT
aesr-1503	20	1	their	their	PRON
aesr-1503	20	2	special	special	ADJ
aesr-1503	20	3	thanks	thank	NOUN
aesr-1503	20	4	also	also	ADV
aesr-1503	20	5	go	go	VERB
aesr-1503	20	6	to	to	ADP
aesr-1503	20	7	wilde	wilde	PROPN
aesr-1503	20	8	peer	peer	NOUN
aesr-1503	20	9	(	(	PUNCT
aesr-1503	20	10	phd	phd	PROPN
aesr-1503	20	11	)	)	PUNCT
aesr-1503	20	12	kws	kws	PROPN
aesr-1503	20	13	breeding	breed	VERB
aesr-1503	20	14	company	company	NOUN
aesr-1503	20	15	senior	senior	ADJ
aesr-1503	20	16	breeding	breeding	NOUN
aesr-1503	20	17	advisor	advisor	NOUN
aesr-1503	20	18	and	and	CCONJ
aesr-1503	20	19	christian	christian	PROPN
aesr-1503	20	20	utschig	utschig	PROPN
aesr-1503	20	21	(	(	PUNCT
aesr-1503	20	22	phd	phd	NOUN
aesr-1503	20	23	)	)	PUNCT
aesr-1503	20	24	for	for	ADP
aesr-1503	20	25	coordinating	coordinate	VERB
aesr-1503	20	26	laboratory	laboratory	NOUN
aesr-1503	20	27	facility	facility	NOUN
aesr-1503	20	28	at	at	ADP
aesr-1503	20	29	vlb	vlb	PROPN
aesr-1503	20	30	,	,	PUNCT
aesr-1503	20	31	berlin	berlin	PROPN
aesr-1503	20	32	and	and	CCONJ
aesr-1503	20	33	assisted	assist	VERB
aesr-1503	20	34	them	they	PRON
aesr-1503	20	35	in	in	ADP
aesr-1503	20	36	providing	provide	VERB
aesr-1503	20	37	nirs	nir	NOUN
aesr-1503	20	38	statistical	statistical	ADJ
aesr-1503	20	39	materials	material	NOUN
aesr-1503	20	40	.	.	PUNCT
aesr-1503	21	1	besides	besides	SCONJ
aesr-1503	21	2	they	they	PRON
aesr-1503	21	3	would	would	AUX
aesr-1503	21	4	like	like	VERB
aesr-1503	21	5	to	to	PART
aesr-1503	21	6	thank	thank	VERB
aesr-1503	21	7	addis	addis	PROPN
aesr-1503	21	8	ababa	ababa	PROPN
aesr-1503	21	9	university	university	PROPN
aesr-1503	21	10	,	,	PUNCT
aesr-1503	21	11	center	center	NOUN
aesr-1503	21	12	for	for	ADP
aesr-1503	21	13	food	food	NOUN
aesr-1503	21	14	science	science	NOUN
aesr-1503	21	15	and	and	CCONJ
aesr-1503	21	16	nutrition	nutrition	NOUN
aesr-1503	21	17	as	as	ADV
aesr-1503	21	18	well	well	ADV
aesr-1503	21	19	as	as	ADP
aesr-1503	21	20	holetta	holetta	PRON
aesr-1503	21	21	agricultural	agricultural	ADJ
aesr-1503	21	22	research	research	NOUN
aesr-1503	21	23	center	center	NOUN
aesr-1503	21	24	barley	barley	NOUN
aesr-1503	21	25	breeding	breeding	NOUN
aesr-1503	21	26	team	team	NOUN
aesr-1503	21	27	members	member	NOUN
aesr-1503	21	28	and	and	CCONJ
aesr-1503	21	29	food	food	NOUN
aesr-1503	21	30	science	science	NOUN
aesr-1503	21	31	and	and	CCONJ
aesr-1503	21	32	nutrition	nutrition	NOUN
aesr-1503	21	33	research	research	NOUN
aesr-1503	21	34	program	program	NOUN
aesr-1503	21	35	for	for	ADP
aesr-1503	21	36	their	their	PRON
aesr-1503	21	37	support	support	NOUN
aesr-1503	21	38	in	in	ADP
aesr-1503	21	39	sample	sample	NOUN
aesr-1503	21	40	collection	collection	NOUN
aesr-1503	21	41	and	and	CCONJ
aesr-1503	21	42	laboratory	laboratory	NOUN
aesr-1503	21	43	analysis	analysis	NOUN
aesr-1503	21	44	.	.	PUNCT
aesr-1503	22	1	funding	funding	NOUN
aesr-1503	22	2	:	:	PUNCT
aesr-1503	22	3	the	the	DET
aesr-1503	22	4	authors	author	NOUN
aesr-1503	22	5	would	would	AUX
aesr-1503	22	6	like	like	VERB
aesr-1503	22	7	to	to	PART
aesr-1503	22	8	thank	thank	VERB
aesr-1503	22	9	the	the	DET
aesr-1503	22	10	giz	giz	NOUN
aesr-1503	22	11	-	-	PUNCT
aesr-1503	22	12	ssap	ssap	NOUN
aesr-1503	22	13	project	project	NOUN
aesr-1503	22	14	and	and	CCONJ
aesr-1503	22	15	kws	kws	PROPN
aesr-1503	22	16	breeding	breed	VERB
aesr-1503	22	17	company	company	NOUN
aesr-1503	22	18	of	of	ADP
aesr-1503	22	19	germany	germany	PROPN
aesr-1503	22	20	which	which	PRON
aesr-1503	22	21	supported	support	VERB
aesr-1503	22	22	them	they	PRON
aesr-1503	22	23	in	in	ADP
aesr-1503	22	24	financial	financial	ADJ
aesr-1503	22	25	and	and	CCONJ
aesr-1503	22	26	technical	technical	ADJ
aesr-1503	22	27	assistance	assistance	NOUN
aesr-1503	22	28	.	.	PUNCT
aesr-1503	23	1	competing	compete	VERB
aesr-1503	23	2	interests	interest	NOUN
aesr-1503	23	3	:	:	PUNCT
aesr-1503	23	4	the	the	DET
aesr-1503	23	5	authors	author	NOUN
aesr-1503	23	6	declare	declare	VERB
aesr-1503	23	7	that	that	SCONJ
aesr-1503	23	8	they	they	PRON
aesr-1503	23	9	have	have	VERB
aesr-1503	23	10	no	no	DET
aesr-1503	23	11	conflict	conflict	NOUN
aesr-1503	23	12	of	of	ADP
aesr-1503	23	13	interests	interest	NOUN
aesr-1503	23	14	.	.	PUNCT
aesr-1503	24	1	transparency	transparency	NOUN
aesr-1503	24	2	:	:	PUNCT
aesr-1503	24	3	the	the	DET
aesr-1503	24	4	authors	author	NOUN
aesr-1503	24	5	confirm	confirm	VERB
aesr-1503	24	6	that	that	SCONJ
aesr-1503	24	7	the	the	DET
aesr-1503	24	8	manuscript	manuscript	NOUN
aesr-1503	24	9	is	be	AUX
aesr-1503	24	10	an	an	DET
aesr-1503	24	11	honest	honest	ADJ
aesr-1503	24	12	,	,	PUNCT
aesr-1503	24	13	accurate	accurate	ADJ
aesr-1503	24	14	,	,	PUNCT
aesr-1503	24	15	and	and	CCONJ
aesr-1503	24	16	transparent	transparent	ADJ
aesr-1503	24	17	account	account	NOUN
aesr-1503	24	18	of	of	ADP
aesr-1503	24	19	the	the	DET
aesr-1503	24	20	study	study	NOUN
aesr-1503	24	21	was	be	AUX
aesr-1503	24	22	reported	report	VERB
aesr-1503	24	23	;	;	PUNCT
aesr-1503	24	24	that	that	SCONJ
aesr-1503	24	25	no	no	DET
aesr-1503	24	26	vital	vital	ADJ
aesr-1503	24	27	features	feature	NOUN
aesr-1503	24	28	of	of	ADP
aesr-1503	24	29	the	the	DET
aesr-1503	24	30	study	study	NOUN
aesr-1503	24	31	have	have	AUX
aesr-1503	24	32	been	be	AUX
aesr-1503	24	33	omitted	omit	VERB
aesr-1503	24	34	;	;	PUNCT
aesr-1503	24	35	and	and	CCONJ
aesr-1503	24	36	that	that	SCONJ
aesr-1503	24	37	any	any	DET
aesr-1503	24	38	discrepancies	discrepancy	NOUN
aesr-1503	24	39	from	from	ADP
aesr-1503	24	40	the	the	DET
aesr-1503	24	41	study	study	NOUN
aesr-1503	24	42	as	as	SCONJ
aesr-1503	24	43	planned	plan	VERB
aesr-1503	24	44	have	have	AUX
aesr-1503	24	45	been	be	AUX
aesr-1503	24	46	explained	explain	VERB
aesr-1503	24	47	.	.	PUNCT
aesr-1503	25	1	ethical	ethical	ADJ
aesr-1503	25	2	:	:	PUNCT
aesr-1503	25	3	this	this	DET
aesr-1503	25	4	study	study	NOUN
aesr-1503	25	5	follows	follow	VERB
aesr-1503	25	6	all	all	DET
aesr-1503	25	7	ethical	ethical	ADJ
aesr-1503	25	8	practices	practice	NOUN
aesr-1503	25	9	during	during	ADP
aesr-1503	25	10	writing	writing	NOUN
aesr-1503	25	11	.	.	PUNCT
aesr-1503	26	1	contents	content	NOUN
aesr-1503	26	2	1	1	NUM
aesr-1503	26	3	.	.	PUNCT
aesr-1503	27	1	introduction	introduction	NOUN
aesr-1503	27	2	......................................................................................................................................................................................	......................................................................................................................................................................................	PUNCT
aesr-1503	28	1	39	39	NUM
aesr-1503	28	2	2	2	NUM
aesr-1503	28	3	.	.	PUNCT
aesr-1503	28	4	materials	material	NOUN
aesr-1503	28	5	and	and	CCONJ
aesr-1503	28	6	methods	method	NOUN
aesr-1503	28	7	...................................................................................................................................................................	...................................................................................................................................................................	PUNCT
aesr-1503	29	1	39	39	NUM
aesr-1503	29	2	3	3	NUM
aesr-1503	29	3	.	.	NOUN
aesr-1503	29	4	results	result	NOUN
aesr-1503	29	5	and	and	CCONJ
aesr-1503	29	6	discussion	discussion	NOUN
aesr-1503	29	7	...................................................................................................................................................................	...................................................................................................................................................................	PUNCT
aesr-1503	30	1	41	41	NUM
aesr-1503	30	2	4	4	NUM
aesr-1503	30	3	.	.	PUNCT
aesr-1503	30	4	conclusion	conclusion	NOUN
aesr-1503	30	5	.........................................................................................................................................................................................	.........................................................................................................................................................................................	PUNCT
aesr-1503	30	6	44	44	NUM
aesr-1503	30	7	5	5	NUM
aesr-1503	30	8	.	.	PUNCT
aesr-1503	31	1	recommendation	recommendation	NOUN
aesr-1503	31	2	..............................................................................................................................................................................	..............................................................................................................................................................................	PUNCT
aesr-1503	32	1	45	45	NUM
aesr-1503	32	2	references	reference	NOUN
aesr-1503	32	3	..............................................................................................................................................................................................	..............................................................................................................................................................................................	PROPN
aesr-1503	32	4	45	45	NUM
aesr-1503	32	5	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.512.2020.71.38.45&domain=pdf&date_stamp=2017-01-14	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.512.2020.71.38.45&domain=pdf&date_stamp=2017-01-14	PROPN
aesr-1503	32	6	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.512.2020.71.38.45&domain=pdf&date_stamp=2017-01-14	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.512.2020.71.38.45&domain=pdf&date_stamp=2017-01-14	NOUN
aesr-1503	32	7	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
aesr-1503	32	8	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
aesr-1503	32	9	https://www.asianonlinejournals.com/index.php/aesr/article/view/1503	https://www.asianonlinejournals.com/index.php/aesr/article/view/1503	NUM
aesr-1503	32	10	http://orcid.org/0000-0002-4648-2370	http://orcid.org/0000-0002-4648-2370	PROPN
aesr-1503	32	11	agriculture	agriculture	NOUN
aesr-1503	32	12	and	and	CCONJ
aesr-1503	32	13	food	food	NOUN
aesr-1503	32	14	sciences	sciences	PROPN
aesr-1503	32	15	research	research	NOUN
aesr-1503	32	16	,	,	PUNCT
aesr-1503	32	17	2020	2020	NUM
aesr-1503	32	18	,	,	PUNCT
aesr-1503	32	19	7(1	7(1	NUM
aesr-1503	32	20	):	):	PUNCT
aesr-1503	32	21	38	38	NUM
aesr-1503	32	22	-	-	SYM
aesr-1503	32	23	45	45	NUM
aesr-1503	32	24	39	39	NUM
aesr-1503	32	25	©	©	PROPN
aesr-1503	32	26	2020	2020	NUM
aesr-1503	32	27	by	by	ADP
aesr-1503	32	28	the	the	DET
aesr-1503	32	29	authors	author	NOUN
aesr-1503	32	30	;	;	PUNCT
aesr-1503	32	31	licensee	licensee	PROPN
aesr-1503	32	32	asian	asian	ADJ
aesr-1503	32	33	online	online	PROPN
aesr-1503	32	34	journal	journal	PROPN
aesr-1503	32	35	publishing	publishing	NOUN
aesr-1503	32	36	group	group	NOUN
aesr-1503	32	37	contribution	contribution	NOUN
aesr-1503	32	38	of	of	ADP
aesr-1503	32	39	this	this	DET
aesr-1503	32	40	paper	paper	NOUN
aesr-1503	32	41	to	to	ADP
aesr-1503	32	42	the	the	DET
aesr-1503	32	43	literature	literature	NOUN
aesr-1503	32	44	this	this	DET
aesr-1503	32	45	study	study	NOUN
aesr-1503	32	46	was	be	AUX
aesr-1503	32	47	targeted	target	VERB
aesr-1503	32	48	on	on	ADP
aesr-1503	32	49	developing	develop	VERB
aesr-1503	32	50	calibration	calibration	NOUN
aesr-1503	32	51	model	model	NOUN
aesr-1503	32	52	for	for	ADP
aesr-1503	32	53	predicting	predict	VERB
aesr-1503	32	54	malt	malt	NOUN
aesr-1503	32	55	barley	barley	NOUN
aesr-1503	32	56	quality	quality	NOUN
aesr-1503	32	57	traits	trait	NOUN
aesr-1503	32	58	of	of	ADP
aesr-1503	32	59	genotypes	genotype	NOUN
aesr-1503	32	60	grown	grow	VERB
aesr-1503	32	61	at	at	ADP
aesr-1503	32	62	different	different	ADJ
aesr-1503	32	63	locations	location	NOUN
aesr-1503	32	64	using	use	VERB
aesr-1503	32	65	near	near	ADJ
aesr-1503	32	66	infra	infra	NOUN
aesr-1503	32	67	-	-	PUNCT
aesr-1503	32	68	red	red	ADJ
aesr-1503	32	69	spectroscopy	spectroscopy	NOUN
aesr-1503	32	70	for	for	ADP
aesr-1503	32	71	selection	selection	NOUN
aesr-1503	32	72	purposes	purpose	NOUN
aesr-1503	32	73	in	in	ADP
aesr-1503	32	74	barley	barley	NOUN
aesr-1503	32	75	breeding	breeding	NOUN
aesr-1503	32	76	program	program	NOUN
aesr-1503	32	77	.	.	PUNCT
aesr-1503	33	1	1	1	X
aesr-1503	33	2	.	.	X
aesr-1503	33	3	introduction	introduction	NOUN
aesr-1503	33	4	barley	barley	NOUN
aesr-1503	33	5	(	(	PUNCT
aesr-1503	33	6	hordeum	hordeum	PROPN
aesr-1503	33	7	vulgare	vulgare	PROPN
aesr-1503	33	8	l.	l.	PROPN
aesr-1503	33	9	)	)	PUNCT
aesr-1503	33	10	is	be	AUX
aesr-1503	33	11	the	the	DET
aesr-1503	33	12	fourth	fourth	ADJ
aesr-1503	33	13	most	most	ADV
aesr-1503	33	14	important	important	ADJ
aesr-1503	33	15	cereal	cereal	NOUN
aesr-1503	33	16	crop	crop	NOUN
aesr-1503	33	17	worldwide	worldwide	ADV
aesr-1503	33	18	after	after	ADP
aesr-1503	33	19	wheat	wheat	NOUN
aesr-1503	33	20	,	,	PUNCT
aesr-1503	33	21	corn	corn	NOUN
aesr-1503	33	22	and	and	CCONJ
aesr-1503	33	23	rice	rice	NOUN
aesr-1503	34	1	[	[	X
aesr-1503	34	2	1	1	NUM
aesr-1503	34	3	]	]	PUNCT
aesr-1503	34	4	.	.	PUNCT
aesr-1503	35	1	but	but	CCONJ
aesr-1503	35	2	it	it	PRON
aesr-1503	35	3	is	be	AUX
aesr-1503	35	4	the	the	DET
aesr-1503	35	5	fifth	fifth	ADJ
aesr-1503	35	6	most	most	ADV
aesr-1503	35	7	important	important	ADJ
aesr-1503	35	8	grain	grain	NOUN
aesr-1503	35	9	crop	crop	NOUN
aesr-1503	35	10	in	in	ADP
aesr-1503	35	11	ethiopia	ethiopia	PROPN
aesr-1503	35	12	and	and	CCONJ
aesr-1503	35	13	has	have	VERB
aesr-1503	35	14	diverse	diverse	ADJ
aesr-1503	35	15	ecologies	ecology	NOUN
aesr-1503	35	16	being	be	AUX
aesr-1503	35	17	grown	grow	VERB
aesr-1503	35	18	from1800	from1800	NOUN
aesr-1503	35	19	to	to	ADP
aesr-1503	35	20	3400	3400	NUM
aesr-1503	35	21	m	m	NOUN
aesr-1503	35	22	altitude	altitude	NOUN
aesr-1503	35	23	in	in	ADP
aesr-1503	35	24	different	different	ADJ
aesr-1503	35	25	seasons	season	NOUN
aesr-1503	35	26	and	and	CCONJ
aesr-1503	35	27	production	production	NOUN
aesr-1503	35	28	systems	system	NOUN
aesr-1503	35	29	which	which	PRON
aesr-1503	35	30	makes	make	VERB
aesr-1503	35	31	ethiopia	ethiopia	PROPN
aesr-1503	35	32	being	be	AUX
aesr-1503	35	33	the	the	DET
aesr-1503	35	34	second	second	ADV
aesr-1503	35	35	largest	large	ADJ
aesr-1503	35	36	producer	producer	NOUN
aesr-1503	35	37	in	in	ADP
aesr-1503	35	38	africa	africa	PROPN
aesr-1503	35	39	,	,	PUNCT
aesr-1503	35	40	next	next	ADV
aesr-1503	35	41	to	to	ADP
aesr-1503	35	42	morocco	morocco	PROPN
aesr-1503	35	43	.	.	PUNCT
aesr-1503	36	1	also	also	ADV
aesr-1503	36	2	recognized	recognize	VERB
aesr-1503	36	3	as	as	ADP
aesr-1503	36	4	one	one	NUM
aesr-1503	36	5	of	of	ADP
aesr-1503	36	6	the	the	DET
aesr-1503	36	7	country	country	NOUN
aesr-1503	36	8	’s	’s	PART
aesr-1503	36	9	most	most	ADV
aesr-1503	36	10	ancient	ancient	ADJ
aesr-1503	36	11	food	food	NOUN
aesr-1503	36	12	crop	crop	NOUN
aesr-1503	36	13	,	,	PUNCT
aesr-1503	36	14	which	which	PRON
aesr-1503	36	15	is	be	AUX
aesr-1503	36	16	believed	believe	VERB
aesr-1503	36	17	to	to	PART
aesr-1503	36	18	have	have	AUX
aesr-1503	36	19	first	first	ADV
aesr-1503	36	20	domesticated	domesticate	VERB
aesr-1503	36	21	about	about	ADP
aesr-1503	36	22	10,000	10,000	NUM
aesr-1503	36	23	years	year	NOUN
aesr-1503	36	24	ago	ago	ADV
aesr-1503	36	25	from	from	ADP
aesr-1503	36	26	its	its	PRON
aesr-1503	36	27	wild	wild	ADJ
aesr-1503	36	28	relatives	relative	NOUN
aesr-1503	36	29	in	in	ADP
aesr-1503	36	30	the	the	DET
aesr-1503	36	31	fertile	fertile	ADJ
aesr-1503	36	32	crescent	crescent	PROPN
aesr-1503	36	33	of	of	ADP
aesr-1503	36	34	the	the	DET
aesr-1503	36	35	near	near	PROPN
aesr-1503	36	36	east	east	PROPN
aesr-1503	36	37	and	and	CCONJ
aesr-1503	36	38	center	center	NOUN
aesr-1503	36	39	of	of	ADP
aesr-1503	36	40	diversity	diversity	NOUN
aesr-1503	36	41	in	in	ADP
aesr-1503	36	42	ethiopia	ethiopia	PROPN
aesr-1503	36	43	[	[	X
aesr-1503	36	44	2	2	NUM
aesr-1503	36	45	]	]	PUNCT
aesr-1503	36	46	.	.	PUNCT
aesr-1503	37	1	it	it	PRON
aesr-1503	37	2	is	be	AUX
aesr-1503	37	3	most	most	ADV
aesr-1503	37	4	widely	widely	ADV
aesr-1503	37	5	used	use	VERB
aesr-1503	37	6	for	for	ADP
aesr-1503	37	7	the	the	DET
aesr-1503	37	8	production	production	NOUN
aesr-1503	37	9	of	of	ADP
aesr-1503	37	10	malt	malt	NOUN
aesr-1503	37	11	worldwide	worldwide	ADV
aesr-1503	38	1	[	[	X
aesr-1503	38	2	3	3	NUM
aesr-1503	38	3	]	]	PUNCT
aesr-1503	38	4	.	.	PUNCT
aesr-1503	39	1	barley	barley	PROPN
aesr-1503	39	2	malt	malt	PROPN
aesr-1503	39	3	also	also	ADV
aesr-1503	39	4	mainly	mainly	ADV
aesr-1503	39	5	used	use	VERB
aesr-1503	39	6	as	as	ADP
aesr-1503	39	7	a	a	DET
aesr-1503	39	8	source	source	NOUN
aesr-1503	39	9	of	of	ADP
aesr-1503	39	10	fermentable	fermentable	ADJ
aesr-1503	39	11	sugars	sugar	NOUN
aesr-1503	39	12	for	for	ADP
aesr-1503	39	13	alcoholic	alcoholic	ADJ
aesr-1503	39	14	fermentation	fermentation	NOUN
aesr-1503	39	15	like	like	ADP
aesr-1503	39	16	production	production	NOUN
aesr-1503	39	17	of	of	ADP
aesr-1503	39	18	beer	beer	NOUN
aesr-1503	39	19	[	[	X
aesr-1503	39	20	4	4	NUM
aesr-1503	39	21	]	]	PUNCT
aesr-1503	39	22	.	.	PUNCT
aesr-1503	40	1	barley	barley	NOUN
aesr-1503	40	2	isa	isa	PROPN
aesr-1503	40	3	complex	complex	ADJ
aesr-1503	40	4	mixture	mixture	NOUN
aesr-1503	40	5	of	of	ADP
aesr-1503	40	6	many	many	ADJ
aesr-1503	40	7	organic	organic	ADJ
aesr-1503	40	8	components	component	NOUN
aesr-1503	40	9	that	that	PRON
aesr-1503	40	10	include	include	VERB
aesr-1503	40	11	protein	protein	NOUN
aesr-1503	40	12	,	,	PUNCT
aesr-1503	40	13	starch	starch	NOUN
aesr-1503	40	14	,	,	PUNCT
aesr-1503	40	15	oil	oil	NOUN
aesr-1503	40	16	,	,	PUNCT
aesr-1503	40	17	polysaccharides	polysaccharide	NOUN
aesr-1503	40	18	and	and	CCONJ
aesr-1503	40	19	sugars	sugar	NOUN
aesr-1503	40	20	.	.	PUNCT
aesr-1503	41	1	the	the	DET
aesr-1503	41	2	amount	amount	NOUN
aesr-1503	41	3	of	of	ADP
aesr-1503	41	4	each	each	PRON
aesr-1503	41	5	of	of	ADP
aesr-1503	41	6	the	the	DET
aesr-1503	41	7	constituents	constituent	NOUN
aesr-1503	41	8	will	will	AUX
aesr-1503	41	9	vary	vary	VERB
aesr-1503	41	10	due	due	ADJ
aesr-1503	41	11	to	to	ADP
aesr-1503	41	12	both	both	CCONJ
aesr-1503	41	13	the	the	DET
aesr-1503	41	14	genetic	genetic	ADJ
aesr-1503	41	15	background	background	NOUN
aesr-1503	41	16	and	and	CCONJ
aesr-1503	41	17	the	the	DET
aesr-1503	41	18	environmental	environmental	ADJ
aesr-1503	41	19	conditions	condition	NOUN
aesr-1503	41	20	during	during	ADP
aesr-1503	41	21	grain	grain	NOUN
aesr-1503	41	22	development	development	NOUN
aesr-1503	41	23	.	.	PUNCT
aesr-1503	42	1	the	the	DET
aesr-1503	42	2	malting	malting	NOUN
aesr-1503	42	3	process	process	NOUN
aesr-1503	42	4	of	of	ADP
aesr-1503	42	5	barley	barley	NOUN
aesr-1503	42	6	in	in	ADP
aesr-1503	42	7	particular	particular	ADJ
aesr-1503	42	8	,	,	PUNCT
aesr-1503	42	9	modifies	modify	VERB
aesr-1503	42	10	the	the	DET
aesr-1503	42	11	grain	grain	NOUN
aesr-1503	42	12	components	component	NOUN
aesr-1503	42	13	during	during	ADP
aesr-1503	42	14	the	the	DET
aesr-1503	42	15	controlled	control	VERB
aesr-1503	42	16	steeping	steeping	NOUN
aesr-1503	42	17	,	,	PUNCT
aesr-1503	42	18	germination	germination	NOUN
aesr-1503	42	19	and	and	CCONJ
aesr-1503	42	20	drying	dry	VERB
aesr-1503	42	21	processes	process	NOUN
aesr-1503	42	22	.	.	PUNCT
aesr-1503	43	1	malt	malt	NOUN
aesr-1503	43	2	is	be	AUX
aesr-1503	43	3	an	an	DET
aesr-1503	43	4	essential	essential	ADJ
aesr-1503	43	5	ingredient	ingredient	NOUN
aesr-1503	43	6	in	in	ADP
aesr-1503	43	7	beer	beer	NOUN
aesr-1503	43	8	production	production	NOUN
aesr-1503	43	9	where	where	SCONJ
aesr-1503	43	10	soluble	soluble	ADJ
aesr-1503	43	11	components	component	NOUN
aesr-1503	43	12	of	of	ADP
aesr-1503	43	13	the	the	DET
aesr-1503	43	14	malt	malt	NOUN
aesr-1503	43	15	are	be	AUX
aesr-1503	43	16	extracted	extract	VERB
aesr-1503	43	17	into	into	ADP
aesr-1503	43	18	a	a	DET
aesr-1503	43	19	liquid	liquid	ADJ
aesr-1503	43	20	broth	broth	NOUN
aesr-1503	43	21	called	call	VERB
aesr-1503	43	22	wort	wort	NOUN
aesr-1503	43	23	[	[	X
aesr-1503	43	24	5	5	NUM
aesr-1503	43	25	]	]	PUNCT
aesr-1503	43	26	.	.	PUNCT
aesr-1503	44	1	the	the	DET
aesr-1503	44	2	ability	ability	NOUN
aesr-1503	44	3	to	to	PART
aesr-1503	44	4	predict	predict	VERB
aesr-1503	44	5	grain	grain	NOUN
aesr-1503	44	6	quality	quality	NOUN
aesr-1503	44	7	for	for	ADP
aesr-1503	44	8	different	different	ADJ
aesr-1503	44	9	purposes	purpose	NOUN
aesr-1503	44	10	in	in	ADP
aesr-1503	44	11	early	early	ADJ
aesr-1503	44	12	generations	generation	NOUN
aesr-1503	44	13	would	would	AUX
aesr-1503	44	14	be	be	AUX
aesr-1503	44	15	of	of	ADP
aesr-1503	44	16	great	great	ADJ
aesr-1503	44	17	benefit	benefit	NOUN
aesr-1503	44	18	to	to	ADP
aesr-1503	44	19	breeders	breeder	NOUN
aesr-1503	44	20	and	and	CCONJ
aesr-1503	44	21	industries	industry	NOUN
aesr-1503	44	22	,	,	PUNCT
aesr-1503	44	23	allowing	allow	VERB
aesr-1503	44	24	for	for	ADP
aesr-1503	44	25	selection	selection	NOUN
aesr-1503	44	26	of	of	ADP
aesr-1503	44	27	suitable	suitable	ADJ
aesr-1503	44	28	lines	line	NOUN
aesr-1503	44	29	to	to	PART
aesr-1503	44	30	deliver	deliver	VERB
aesr-1503	44	31	product	product	NOUN
aesr-1503	44	32	of	of	ADP
aesr-1503	44	33	the	the	DET
aesr-1503	44	34	highest	high	ADJ
aesr-1503	44	35	quality	quality	NOUN
aesr-1503	44	36	.	.	PUNCT
aesr-1503	45	1	at	at	ADP
aesr-1503	45	2	later	later	ADJ
aesr-1503	45	3	stages	stage	NOUN
aesr-1503	45	4	in	in	ADP
aesr-1503	45	5	the	the	DET
aesr-1503	45	6	barley	barley	NOUN
aesr-1503	45	7	breeding	breeding	NOUN
aesr-1503	45	8	programs	program	NOUN
aesr-1503	45	9	,	,	PUNCT
aesr-1503	45	10	micro	micro	NOUN
aesr-1503	45	11	-	-	NOUN
aesr-1503	45	12	malting	malting	NOUN
aesr-1503	45	13	can	can	AUX
aesr-1503	45	14	be	be	AUX
aesr-1503	45	15	carried	carry	VERB
aesr-1503	45	16	which	which	PRON
aesr-1503	45	17	requires	require	VERB
aesr-1503	45	18	large	large	ADJ
aesr-1503	45	19	barley	barley	NOUN
aesr-1503	45	20	sample	sample	NOUN
aesr-1503	45	21	sizes	size	NOUN
aesr-1503	45	22	,	,	PUNCT
aesr-1503	45	23	destructive	destructive	ADJ
aesr-1503	45	24	and	and	CCONJ
aesr-1503	45	25	requires	require	VERB
aesr-1503	45	26	experienced	experienced	ADJ
aesr-1503	45	27	personnel	personnel	NOUN
aesr-1503	45	28	.	.	PUNCT
aesr-1503	46	1	for	for	ADP
aesr-1503	46	2	this	this	DET
aesr-1503	46	3	purpose	purpose	NOUN
aesr-1503	46	4	,	,	PUNCT
aesr-1503	46	5	near	near	ADP
aesr-1503	46	6	infrared	infrared	ADJ
aesr-1503	46	7	spectroscopy	spectroscopy	NOUN
aesr-1503	46	8	is	be	AUX
aesr-1503	46	9	an	an	DET
aesr-1503	46	10	ideal	ideal	ADJ
aesr-1503	46	11	technique	technique	NOUN
aesr-1503	46	12	as	as	SCONJ
aesr-1503	46	13	it	it	PRON
aesr-1503	46	14	is	be	AUX
aesr-1503	46	15	fast	fast	ADJ
aesr-1503	46	16	,	,	PUNCT
aesr-1503	46	17	reliable	reliable	ADJ
aesr-1503	46	18	and	and	CCONJ
aesr-1503	46	19	nondestructive	nondestructive	ADJ
aesr-1503	46	20	which	which	PRON
aesr-1503	46	21	does	do	AUX
aesr-1503	46	22	not	not	PART
aesr-1503	46	23	require	require	VERB
aesr-1503	46	24	large	large	ADJ
aesr-1503	46	25	sample	sample	NOUN
aesr-1503	46	26	sizes	size	NOUN
aesr-1503	46	27	[	[	X
aesr-1503	46	28	6	6	NUM
aesr-1503	46	29	]	]	PUNCT
aesr-1503	46	30	.	.	PUNCT
aesr-1503	47	1	near	near	ADP
aesr-1503	47	2	infrared	infrared	ADJ
aesr-1503	47	3	spectroscopy	spectroscopy	NOUN
aesr-1503	47	4	is	be	AUX
aesr-1503	47	5	a	a	DET
aesr-1503	47	6	type	type	NOUN
aesr-1503	47	7	of	of	ADP
aesr-1503	47	8	vibration	vibration	NOUN
aesr-1503	47	9	spectroscopy	spectroscopy	NOUN
aesr-1503	47	10	that	that	PRON
aesr-1503	47	11	employs	employ	VERB
aesr-1503	47	12	photon	photon	NOUN
aesr-1503	47	13	energy	energy	NOUN
aesr-1503	47	14	in	in	ADP
aesr-1503	47	15	the	the	DET
aesr-1503	47	16	range	range	NOUN
aesr-1503	47	17	of	of	ADP
aesr-1503	47	18	7.96	7.96	NUM
aesr-1503	47	19	x	x	SYM
aesr-1503	47	20	10	10	NUM
aesr-1503	47	21	-	-	SYM
aesr-1503	47	22	20	20	NUM
aesr-1503	47	23	to	to	ADP
aesr-1503	47	24	2.65	2.65	NUM
aesr-1503	47	25	x	x	SYM
aesr-1503	47	26	10	10	NUM
aesr-1503	47	27	-	-	SYM
aesr-1503	47	28	19	19	NUM
aesr-1503	47	29	j.	j.	NOUN
aesr-1503	47	30	the	the	DET
aesr-1503	47	31	range	range	NOUN
aesr-1503	47	32	is	be	AUX
aesr-1503	47	33	higher	high	ADJ
aesr-1503	47	34	than	than	ADP
aesr-1503	47	35	necessary	necessary	ADJ
aesr-1503	47	36	to	to	PART
aesr-1503	47	37	promote	promote	VERB
aesr-1503	47	38	molecules	molecule	NOUN
aesr-1503	47	39	to	to	ADP
aesr-1503	47	40	their	their	PRON
aesr-1503	47	41	lowest	low	ADJ
aesr-1503	47	42	excited	excited	ADJ
aesr-1503	47	43	vibrational	vibrational	ADJ
aesr-1503	47	44	states	state	NOUN
aesr-1503	47	45	and	and	CCONJ
aesr-1503	47	46	lower	low	ADJ
aesr-1503	47	47	than	than	ADP
aesr-1503	47	48	typical	typical	ADJ
aesr-1503	47	49	values	value	NOUN
aesr-1503	47	50	necessary	necessary	ADJ
aesr-1503	47	51	for	for	ADP
aesr-1503	47	52	electron	electron	NOUN
aesr-1503	47	53	excitation	excitation	NOUN
aesr-1503	47	54	in	in	ADP
aesr-1503	47	55	molecules	molecule	NOUN
aesr-1503	47	56	[	[	X
aesr-1503	47	57	7	7	NUM
aesr-1503	47	58	]	]	PUNCT
aesr-1503	47	59	.	.	PUNCT
aesr-1503	48	1	hence	hence	ADV
aesr-1503	48	2	,	,	PUNCT
aesr-1503	48	3	food	food	NOUN
aesr-1503	48	4	nir	nir	X
aesr-1503	48	5	spectra	spectra	NOUN
aesr-1503	48	6	comprised	comprise	VERB
aesr-1503	48	7	of	of	ADP
aesr-1503	48	8	broad	broad	ADJ
aesr-1503	48	9	bands	band	NOUN
aesr-1503	48	10	arising	arise	VERB
aesr-1503	48	11	from	from	ADP
aesr-1503	48	12	overlapping	overlap	VERB
aesr-1503	48	13	absorptions	absorption	NOUN
aesr-1503	48	14	corresponding	correspond	VERB
aesr-1503	48	15	mainly	mainly	ADV
aesr-1503	48	16	to	to	ADP
aesr-1503	48	17	overtones	overtone	NOUN
aesr-1503	48	18	and	and	CCONJ
aesr-1503	48	19	combinations	combination	NOUN
aesr-1503	48	20	of	of	ADP
aesr-1503	48	21	vibration	vibration	NOUN
aesr-1503	48	22	modes	mode	NOUN
aesr-1503	48	23	involving	involve	VERB
aesr-1503	48	24	c	c	PROPN
aesr-1503	48	25	–	–	PUNCT
aesr-1503	48	26	h	h	NOUN
aesr-1503	48	27	,	,	PUNCT
aesr-1503	48	28	o	o	NOUN
aesr-1503	48	29	–	–	PUNCT
aesr-1503	48	30	h	h	NOUN
aesr-1503	48	31	,	,	PUNCT
aesr-1503	48	32	n	n	CCONJ
aesr-1503	48	33	–	–	PUNCT
aesr-1503	48	34	h	h	NOUN
aesr-1503	48	35	and	and	CCONJ
aesr-1503	48	36	sh	sh	PROPN
aesr-1503	48	37	chemical	chemical	ADJ
aesr-1503	48	38	bonds	bond	NOUN
aesr-1503	48	39	[	[	X
aesr-1503	48	40	8	8	NUM
aesr-1503	48	41	]	]	PUNCT
aesr-1503	48	42	.	.	PUNCT
aesr-1503	49	1	thus	thus	ADV
aesr-1503	49	2	,	,	PUNCT
aesr-1503	49	3	sophisticated	sophisticated	ADJ
aesr-1503	49	4	mathematical	mathematical	ADJ
aesr-1503	49	5	techniques	technique	NOUN
aesr-1503	49	6	,	,	PUNCT
aesr-1503	49	7	termed	term	VERB
aesr-1503	49	8	chemometrics	chemometric	NOUN
aesr-1503	49	9	,	,	PUNCT
aesr-1503	49	10	are	be	AUX
aesr-1503	49	11	heavily	heavily	ADV
aesr-1503	49	12	employed	employ	VERB
aesr-1503	49	13	to	to	PART
aesr-1503	49	14	allow	allow	VERB
aesr-1503	49	15	calibration	calibration	NOUN
aesr-1503	49	16	for	for	ADP
aesr-1503	49	17	reliable	reliable	ADJ
aesr-1503	49	18	extraction	extraction	NOUN
aesr-1503	49	19	of	of	ADP
aesr-1503	49	20	relevant	relevant	ADJ
aesr-1503	49	21	information	information	NOUN
aesr-1503	49	22	encoded	encode	VERB
aesr-1503	49	23	in	in	ADP
aesr-1503	49	24	the	the	DET
aesr-1503	49	25	nir	nir	ADJ
aesr-1503	49	26	spectral	spectral	ADJ
aesr-1503	49	27	data	datum	NOUN
aesr-1503	49	28	[	[	X
aesr-1503	49	29	9	9	NUM
aesr-1503	49	30	]	]	PUNCT
aesr-1503	49	31	.	.	PUNCT
aesr-1503	50	1	the	the	DET
aesr-1503	50	2	aim	aim	NOUN
aesr-1503	50	3	of	of	ADP
aesr-1503	50	4	this	this	DET
aesr-1503	50	5	study	study	NOUN
aesr-1503	50	6	is	be	AUX
aesr-1503	50	7	to	to	PART
aesr-1503	50	8	determine	determine	VERB
aesr-1503	50	9	constituents	constituent	NOUN
aesr-1503	50	10	of	of	ADP
aesr-1503	50	11	particular	particular	ADJ
aesr-1503	50	12	interest	interest	NOUN
aesr-1503	50	13	for	for	ADP
aesr-1503	50	14	the	the	DET
aesr-1503	50	15	brewing	brewing	NOUN
aesr-1503	50	16	of	of	ADP
aesr-1503	50	17	barley	barley	NOUN
aesr-1503	50	18	grain	grain	NOUN
aesr-1503	50	19	criterion	criterion	NOUN
aesr-1503	50	20	important	important	ADJ
aesr-1503	50	21	traits	trait	NOUN
aesr-1503	50	22	by	by	ADP
aesr-1503	50	23	using	use	VERB
aesr-1503	50	24	nirs	nir	NOUN
aesr-1503	50	25	.	.	PUNCT
aesr-1503	51	1	this	this	PRON
aesr-1503	51	2	was	be	AUX
aesr-1503	51	3	performed	perform	VERB
aesr-1503	51	4	using	use	VERB
aesr-1503	51	5	near	near	ADJ
aesr-1503	51	6	infra	infra	NOUN
aesr-1503	51	7	-	-	PUNCT
aesr-1503	51	8	red	red	ADJ
aesr-1503	51	9	reflectance	reflectance	NOUN
aesr-1503	51	10	(	(	PUNCT
aesr-1503	51	11	nir	nir	NOUN
aesr-1503	51	12	)	)	PUNCT
aesr-1503	51	13	technology	technology	NOUN
aesr-1503	51	14	which	which	PRON
aesr-1503	51	15	is	be	AUX
aesr-1503	51	16	effective	effective	ADJ
aesr-1503	51	17	in	in	ADP
aesr-1503	51	18	simultaneously	simultaneously	ADV
aesr-1503	51	19	predicting	predict	VERB
aesr-1503	51	20	of	of	ADP
aesr-1503	51	21	multiple	multiple	ADJ
aesr-1503	51	22	constituents	constituent	NOUN
aesr-1503	51	23	in	in	ADP
aesr-1503	51	24	agricultural	agricultural	ADJ
aesr-1503	51	25	products	product	NOUN
aesr-1503	51	26	.	.	PUNCT
aesr-1503	52	1	2	2	X
aesr-1503	52	2	.	.	X
aesr-1503	52	3	materials	material	NOUN
aesr-1503	52	4	and	and	CCONJ
aesr-1503	52	5	methods	method	NOUN
aesr-1503	52	6	2.1	2.1	NUM
aesr-1503	52	7	.	.	PUNCT
aesr-1503	53	1	materials	material	NOUN
aesr-1503	53	2	the	the	DET
aesr-1503	53	3	samples	sample	NOUN
aesr-1503	53	4	used	use	VERB
aesr-1503	53	5	in	in	ADP
aesr-1503	53	6	this	this	DET
aesr-1503	53	7	study	study	NOUN
aesr-1503	53	8	were	be	AUX
aesr-1503	53	9	from	from	ADP
aesr-1503	53	10	barley	barley	NOUN
aesr-1503	53	11	breeding	breeding	NOUN
aesr-1503	53	12	program	program	NOUN
aesr-1503	53	13	trials	trial	NOUN
aesr-1503	53	14	of	of	ADP
aesr-1503	53	15	ethiopian	ethiopian	PROPN
aesr-1503	53	16	institute	institute	PROPN
aesr-1503	53	17	of	of	ADP
aesr-1503	53	18	agricultural	agricultural	ADJ
aesr-1503	53	19	research	research	NOUN
aesr-1503	53	20	centers	center	NOUN
aesr-1503	53	21	having	have	VERB
aesr-1503	53	22	the	the	DET
aesr-1503	53	23	mandate	mandate	NOUN
aesr-1503	53	24	of	of	ADP
aesr-1503	53	25	barley	barley	NOUN
aesr-1503	53	26	growing	grow	VERB
aesr-1503	53	27	and	and	CCONJ
aesr-1503	53	28	breeding	breeding	NOUN
aesr-1503	53	29	potential	potential	NOUN
aesr-1503	53	30	around	around	ADP
aesr-1503	53	31	central	central	ADJ
aesr-1503	53	32	highland	highland	PROPN
aesr-1503	53	33	areas	area	NOUN
aesr-1503	53	34	of	of	ADP
aesr-1503	53	35	ethiopia	ethiopia	PROPN
aesr-1503	53	36	.	.	PUNCT
aesr-1503	54	1	thus	thus	ADV
aesr-1503	54	2	,	,	PUNCT
aesr-1503	54	3	barley	barley	NOUN
aesr-1503	54	4	samples	sample	NOUN
aesr-1503	54	5	were	be	AUX
aesr-1503	54	6	collected	collect	VERB
aesr-1503	54	7	representing	represent	VERB
aesr-1503	54	8	a	a	DET
aesr-1503	54	9	range	range	NOUN
aesr-1503	54	10	of	of	ADP
aesr-1503	54	11	breeding	breeding	NOUN
aesr-1503	54	12	generations	generation	NOUN
aesr-1503	54	13	fully	fully	ADV
aesr-1503	54	14	-	-	PUNCT
aesr-1503	54	15	fledged	fledged	ADJ
aesr-1503	54	16	at	at	ADP
aesr-1503	54	17	different	different	ADJ
aesr-1503	54	18	environments	environment	NOUN
aesr-1503	54	19	throughout	throughout	ADP
aesr-1503	54	20	barley	barley	NOUN
aesr-1503	54	21	growing	grow	VERB
aesr-1503	54	22	highland	highland	PROPN
aesr-1503	54	23	areas	area	NOUN
aesr-1503	54	24	,	,	PUNCT
aesr-1503	54	25	specifically	specifically	ADV
aesr-1503	54	26	from	from	ADP
aesr-1503	54	27	holeta	holeta	PROPN
aesr-1503	54	28	,	,	PUNCT
aesr-1503	54	29	debre	debre	PROPN
aesr-1503	54	30	birhan	birhan	PROPN
aesr-1503	54	31	and	and	CCONJ
aesr-1503	54	32	bekoji	bekoji	NOUN
aesr-1503	54	33	locations	location	NOUN
aesr-1503	54	34	.	.	PUNCT
aesr-1503	55	1	about	about	ADV
aesr-1503	55	2	60	60	NUM
aesr-1503	55	3	samples	sample	NOUN
aesr-1503	55	4	from	from	ADP
aesr-1503	55	5	2018	2018	NUM
aesr-1503	55	6	year	year	NOUN
aesr-1503	55	7	of	of	ADP
aesr-1503	55	8	barley	barley	NOUN
aesr-1503	55	9	growing	grow	VERB
aesr-1503	55	10	season	season	NOUN
aesr-1503	55	11	were	be	AUX
aesr-1503	55	12	collected	collect	VERB
aesr-1503	55	13	from	from	ADP
aesr-1503	55	14	the	the	DET
aesr-1503	55	15	pre	pre	ADJ
aesr-1503	55	16	-	-	ADJ
aesr-1503	55	17	specified	specified	ADJ
aesr-1503	55	18	growing	grow	VERB
aesr-1503	55	19	areas	area	NOUN
aesr-1503	55	20	for	for	ADP
aesr-1503	55	21	the	the	DET
aesr-1503	55	22	study	study	NOUN
aesr-1503	55	23	.	.	PUNCT
aesr-1503	56	1	particularly	particularly	ADV
aesr-1503	56	2	,	,	PUNCT
aesr-1503	56	3	from	from	ADP
aesr-1503	56	4	the	the	DET
aesr-1503	56	5	plot	plot	NOUN
aesr-1503	56	6	of	of	ADP
aesr-1503	56	7	the	the	DET
aesr-1503	56	8	breeding	breeding	NOUN
aesr-1503	56	9	program	program	NOUN
aesr-1503	56	10	-	-	PUNCT
aesr-1503	56	11	controlled	control	VERB
aesr-1503	56	12	trials	trial	NOUN
aesr-1503	56	13	depending	depend	VERB
aesr-1503	56	14	on	on	ADP
aesr-1503	56	15	genotypes	genotype	NOUN
aesr-1503	56	16	,	,	PUNCT
aesr-1503	56	17	location	location	NOUN
aesr-1503	56	18	,	,	PUNCT
aesr-1503	56	19	type	type	NOUN
aesr-1503	56	20	(	(	PUNCT
aesr-1503	56	21	food	food	NOUN
aesr-1503	56	22	or	or	CCONJ
aesr-1503	56	23	malt	malt	NOUN
aesr-1503	56	24	barley	barley	NOUN
aesr-1503	56	25	)	)	PUNCT
aesr-1503	56	26	and	and	CCONJ
aesr-1503	56	27	quality	quality	NOUN
aesr-1503	56	28	variability	variability	NOUN
aesr-1503	56	29	.	.	PUNCT
aesr-1503	57	1	2.2	2.2	NUM
aesr-1503	57	2	.	.	PUNCT
aesr-1503	58	1	sample	sample	NOUN
aesr-1503	58	2	preparation	preparation	NOUN
aesr-1503	58	3	barley	barley	NOUN
aesr-1503	58	4	samples	sample	NOUN
aesr-1503	58	5	which	which	PRON
aesr-1503	58	6	were	be	AUX
aesr-1503	58	7	collected	collect	VERB
aesr-1503	58	8	from	from	ADP
aesr-1503	58	9	different	different	ADJ
aesr-1503	58	10	locations	location	NOUN
aesr-1503	58	11	and	and	CCONJ
aesr-1503	58	12	different	different	ADJ
aesr-1503	58	13	genotypes	genotype	NOUN
aesr-1503	58	14	of	of	ADP
aesr-1503	58	15	breeding	breeding	NOUN
aesr-1503	58	16	trials	trial	NOUN
aesr-1503	58	17	were	be	AUX
aesr-1503	58	18	selected	select	VERB
aesr-1503	58	19	purposively	purposively	ADV
aesr-1503	58	20	from	from	ADP
aesr-1503	58	21	different	different	ADJ
aesr-1503	58	22	plots	plot	NOUN
aesr-1503	58	23	depending	depend	VERB
aesr-1503	58	24	on	on	ADP
aesr-1503	58	25	agronomical	agronomical	ADJ
aesr-1503	58	26	data	datum	NOUN
aesr-1503	58	27	and	and	CCONJ
aesr-1503	58	28	source	source	NOUN
aesr-1503	58	29	of	of	ADP
aesr-1503	58	30	genotypes	genotype	NOUN
aesr-1503	58	31	from	from	ADP
aesr-1503	58	32	where	where	SCONJ
aesr-1503	58	33	they	they	PRON
aesr-1503	58	34	originated	originate	VERB
aesr-1503	58	35	as	as	ADV
aesr-1503	58	36	well	well	ADV
aesr-1503	58	37	as	as	ADP
aesr-1503	58	38	the	the	DET
aesr-1503	58	39	history	history	NOUN
aesr-1503	58	40	of	of	ADP
aesr-1503	58	41	their	their	PRON
aesr-1503	58	42	quality	quality	NOUN
aesr-1503	58	43	data	datum	NOUN
aesr-1503	58	44	.	.	PUNCT
aesr-1503	59	1	for	for	ADP
aesr-1503	59	2	barley	barley	NOUN
aesr-1503	59	3	reference	reference	NOUN
aesr-1503	59	4	and	and	CCONJ
aesr-1503	59	5	spectral	spectral	ADJ
aesr-1503	59	6	data	datum	NOUN
aesr-1503	59	7	analysis	analysis	NOUN
aesr-1503	59	8	150	150	NUM
aesr-1503	59	9	g	g	NOUN
aesr-1503	59	10	per	per	ADP
aesr-1503	59	11	sample	sample	NOUN
aesr-1503	59	12	was	be	AUX
aesr-1503	59	13	taken	take	VERB
aesr-1503	59	14	after	after	ADP
aesr-1503	59	15	manually	manually	ADV
aesr-1503	59	16	cleaned	clean	VERB
aesr-1503	59	17	and	and	CCONJ
aesr-1503	59	18	graded	grade	VERB
aesr-1503	59	19	.	.	PUNCT
aesr-1503	60	1	then	then	ADV
aesr-1503	60	2	the	the	DET
aesr-1503	60	3	samples	sample	NOUN
aesr-1503	60	4	were	be	AUX
aesr-1503	60	5	packed	pack	VERB
aesr-1503	60	6	into	into	ADP
aesr-1503	60	7	plastic	plastic	ADJ
aesr-1503	60	8	bag	bag	NOUN
aesr-1503	60	9	.	.	PUNCT
aesr-1503	61	1	prior	prior	ADV
aesr-1503	61	2	to	to	ADP
aesr-1503	61	3	reference	reference	NOUN
aesr-1503	61	4	samples	sample	NOUN
aesr-1503	61	5	chemical	chemical	ADJ
aesr-1503	61	6	analysis	analysis	NOUN
aesr-1503	61	7	,	,	PUNCT
aesr-1503	61	8	malt(after	malt(after	PROPN
aesr-1503	61	9	malted)were	malted)were	PROPN
aesr-1503	61	10	ground	ground	NOUN
aesr-1503	61	11	using	use	VERB
aesr-1503	61	12	a	a	DET
aesr-1503	61	13	laboratory	laboratory	NOUN
aesr-1503	61	14	sample	sample	NOUN
aesr-1503	61	15	mill3100	mill3100	PROPN
aesr-1503	61	16	(	(	PUNCT
aesr-1503	61	17	perten	perten	PROPN
aesr-1503	61	18	instruments	instrument	NOUN
aesr-1503	61	19	,	,	PUNCT
aesr-1503	61	20	hagersten	hagersten	VERB
aesr-1503	61	21	,	,	PUNCT
aesr-1503	61	22	sweden	sweden	PROPN
aesr-1503	61	23	)	)	PUNCT
aesr-1503	61	24	to	to	PART
aesr-1503	61	25	pass	pass	VERB
aesr-1503	61	26	through	through	ADP
aesr-1503	61	27	0.5	0.5	NUM
aesr-1503	61	28	mm	mm	NOUN
aesr-1503	61	29	sieve	sieve	NOUN
aesr-1503	61	30	for	for	ADP
aesr-1503	61	31	calibration	calibration	NOUN
aesr-1503	61	32	reference	reference	NOUN
aesr-1503	61	33	data	datum	NOUN
aesr-1503	61	34	.	.	PUNCT
aesr-1503	62	1	but	but	CCONJ
aesr-1503	62	2	for	for	ADP
aesr-1503	62	3	malt	malt	PROPN
aesr-1503	62	4	friability	friability	PROPN
aesr-1503	62	5	determination	determination	NOUN
aesr-1503	62	6	the	the	DET
aesr-1503	62	7	malt	malt	NOUN
aesr-1503	62	8	sample	sample	NOUN
aesr-1503	62	9	was	be	AUX
aesr-1503	62	10	not	not	PART
aesr-1503	62	11	grounded	ground	VERB
aesr-1503	62	12	,	,	PUNCT
aesr-1503	62	13	because	because	SCONJ
aesr-1503	62	14	the	the	DET
aesr-1503	62	15	friabilimeter	friabilimeter	NOUN
aesr-1503	62	16	machine	machine	NOUN
aesr-1503	62	17	itself	itself	PRON
aesr-1503	62	18	grounds	ground	VERB
aesr-1503	62	19	the	the	DET
aesr-1503	62	20	sample	sample	NOUN
aesr-1503	62	21	for	for	ADP
aesr-1503	62	22	the	the	DET
aesr-1503	62	23	ratio	ratio	NOUN
aesr-1503	62	24	of	of	ADP
aesr-1503	62	25	friability	friability	NOUN
aesr-1503	62	26	measurement.before	measurement.before	PROPN
aesr-1503	62	27	malt	malt	NOUN
aesr-1503	62	28	quality	quality	NOUN
aesr-1503	62	29	traits	trait	NOUN
aesr-1503	62	30	analysis	analysis	NOUN
aesr-1503	62	31	,	,	PUNCT
aesr-1503	62	32	the	the	DET
aesr-1503	62	33	malt	malt	NOUN
aesr-1503	62	34	barley	barley	NOUN
aesr-1503	62	35	samples	sample	NOUN
aesr-1503	62	36	were	be	AUX
aesr-1503	62	37	malted	malt	VERB
aesr-1503	62	38	according	accord	VERB
aesr-1503	62	39	to	to	ADP
aesr-1503	62	40	phoenix	phoenix	PROPN
aesr-1503	62	41	automated	automated	PROPN
aesr-1503	62	42	micro	micro	PROPN
aesr-1503	62	43	malting	malting	NOUN
aesr-1503	62	44	system	system	NOUN
aesr-1503	62	45	(	(	PUNCT
aesr-1503	62	46	phoenix	phoenix	NOUN
aesr-1503	62	47	bios	bios	PROPN
aesr-1503	62	48	stems	stem	NOUN
aesr-1503	62	49	,	,	PUNCT
aesr-1503	62	50	adelaide	adelaide	PROPN
aesr-1503	62	51	,	,	PUNCT
aesr-1503	62	52	australia	australia	PROPN
aesr-1503	62	53	)	)	PUNCT
aesr-1503	62	54	designed	design	VERB
aesr-1503	62	55	to	to	PART
aesr-1503	62	56	process	process	VERB
aesr-1503	62	57	300	300	NUM
aesr-1503	62	58	g	g	NOUN
aesr-1503	62	59	of	of	ADP
aesr-1503	62	60	24	24	NUM
aesr-1503	62	61	barley	barley	NOUN
aesr-1503	62	62	samples	sample	NOUN
aesr-1503	62	63	per	per	ADP
aesr-1503	62	64	batch	batch	NOUN
aesr-1503	62	65	[	[	X
aesr-1503	62	66	10	10	NUM
aesr-1503	62	67	]	]	PUNCT
aesr-1503	62	68	.	.	PUNCT
aesr-1503	63	1	after	after	ADP
aesr-1503	63	2	kilning	kilne	VERB
aesr-1503	63	3	the	the	DET
aesr-1503	63	4	rootlets	rootlet	NOUN
aesr-1503	63	5	were	be	AUX
aesr-1503	63	6	removed	remove	VERB
aesr-1503	63	7	from	from	ADP
aesr-1503	63	8	the	the	DET
aesr-1503	63	9	malted	malt	VERB
aesr-1503	63	10	samples	sample	NOUN
aesr-1503	63	11	by	by	ADP
aesr-1503	63	12	using	use	VERB
aesr-1503	63	13	mechanical	mechanical	ADJ
aesr-1503	63	14	malt	malt	NOUN
aesr-1503	63	15	cleaner	cleaner	NOUN
aesr-1503	63	16	that	that	PRON
aesr-1503	63	17	had	have	AUX
aesr-1503	63	18	been	be	AUX
aesr-1503	63	19	reconfigured	reconfigure	VERB
aesr-1503	63	20	to	to	PART
aesr-1503	63	21	simultaneously	simultaneously	ADV
aesr-1503	63	22	process	process	VERB
aesr-1503	63	23	eight	eight	NUM
aesr-1503	63	24	250	250	NUM
aesr-1503	63	25	g	g	NOUN
aesr-1503	63	26	samples	sample	NOUN
aesr-1503	63	27	(	(	PUNCT
aesr-1503	63	28	fraser	fraser	PROPN
aesr-1503	63	29	fabrications	fabrications	PROPN
aesr-1503	63	30	pty	pty	PROPN
aesr-1503	63	31	ltd	ltd	PROPN
aesr-1503	63	32	,	,	PUNCT
aesr-1503	63	33	malaga	malaga	PROPN
aesr-1503	63	34	western	western	PROPN
aesr-1503	63	35	australia	australia	PROPN
aesr-1503	63	36	)	)	PUNCT
aesr-1503	63	37	.	.	PUNCT
aesr-1503	64	1	2.3	2.3	NUM
aesr-1503	64	2	.	.	PUNCT
aesr-1503	65	1	wet	wet	ADJ
aesr-1503	65	2	chemistry	chemistry	NOUN
aesr-1503	65	3	analysis	analysis	NOUN
aesr-1503	65	4	malt	malt	NOUN
aesr-1503	65	5	quality	quality	NOUN
aesr-1503	65	6	traits	trait	NOUN
aesr-1503	65	7	of	of	ADP
aesr-1503	65	8	malt	malt	NOUN
aesr-1503	65	9	barley	barley	NOUN
aesr-1503	65	10	were	be	AUX
aesr-1503	65	11	chemically	chemically	ADV
aesr-1503	65	12	analyzed	analyze	VERB
aesr-1503	65	13	for	for	ADP
aesr-1503	65	14	reference	reference	NOUN
aesr-1503	65	15	data	datum	NOUN
aesr-1503	65	16	at	at	ADP
aesr-1503	65	17	holeta	holeta	PROPN
aesr-1503	65	18	food	food	NOUN
aesr-1503	65	19	science	science	NOUN
aesr-1503	65	20	and	and	CCONJ
aesr-1503	65	21	nutrition	nutrition	NOUN
aesr-1503	65	22	laboratory	laboratory	NOUN
aesr-1503	65	23	,	,	PUNCT
aesr-1503	65	24	eiar	eiar	NOUN
aesr-1503	65	25	(	(	PUNCT
aesr-1503	65	26	ethiopian	ethiopian	PROPN
aesr-1503	65	27	institute	institute	PROPN
aesr-1503	65	28	of	of	ADP
aesr-1503	65	29	agricultural	agricultural	ADJ
aesr-1503	65	30	research	research	NOUN
aesr-1503	65	31	)	)	PUNCT
aesr-1503	65	32	in	in	ADP
aesr-1503	65	33	collaboration	collaboration	NOUN
aesr-1503	65	34	with	with	ADP
aesr-1503	65	35	vlb	vlb	PROPN
aesr-1503	65	36	institute	institute	PROPN
aesr-1503	65	37	in	in	ADP
aesr-1503	65	38	berlin	berlin	PROPN
aesr-1503	65	39	(	(	PUNCT
aesr-1503	65	40	germany	germany	PROPN
aesr-1503	65	41	)	)	PUNCT
aesr-1503	65	42	for	for	ADP
aesr-1503	65	43	the	the	DET
aesr-1503	65	44	traits	trait	NOUN
aesr-1503	65	45	mentioned	mention	VERB
aesr-1503	65	46	below	below	ADV
aesr-1503	65	47	.	.	PUNCT
aesr-1503	66	1	but	but	CCONJ
aesr-1503	66	2	simple	simple	ADJ
aesr-1503	66	3	quality	quality	NOUN
aesr-1503	66	4	traits	trait	NOUN
aesr-1503	66	5	were	be	AUX
aesr-1503	66	6	analyzed	analyze	VERB
aesr-1503	66	7	at	at	ADP
aesr-1503	66	8	holetta	holetta	PROPN
aesr-1503	66	9	,	,	PUNCT
aesr-1503	66	10	eiar	eiar	NOUN
aesr-1503	66	11	cereal	cereal	NOUN
aesr-1503	66	12	quality	quality	NOUN
aesr-1503	66	13	laboratory	laboratory	NOUN
aesr-1503	66	14	.	.	PUNCT
aesr-1503	67	1	blank	blank	ADJ
aesr-1503	67	2	and	and	CCONJ
aesr-1503	67	3	known	know	VERB
aesr-1503	67	4	concentration	concentration	NOUN
aesr-1503	67	5	sample	sample	NOUN
aesr-1503	67	6	were	be	AUX
aesr-1503	67	7	analyzed	analyze	VERB
aesr-1503	67	8	with	with	ADP
aesr-1503	67	9	the	the	DET
aesr-1503	67	10	samples	sample	NOUN
aesr-1503	67	11	to	to	PART
aesr-1503	67	12	control	control	VERB
aesr-1503	67	13	the	the	DET
aesr-1503	67	14	analysis	analysis	NOUN
aesr-1503	67	15	biases	bias	NOUN
aesr-1503	67	16	.	.	PUNCT
aesr-1503	68	1	the	the	DET
aesr-1503	68	2	samples	sample	NOUN
aesr-1503	68	3	also	also	ADV
aesr-1503	68	4	duplicated	duplicate	VERB
aesr-1503	68	5	to	to	PART
aesr-1503	68	6	reduce	reduce	VERB
aesr-1503	68	7	the	the	DET
aesr-1503	68	8	reproduced	reproduce	VERB
aesr-1503	68	9	errors	error	NOUN
aesr-1503	68	10	in	in	ADP
aesr-1503	68	11	each	each	DET
aesr-1503	68	12	sample	sample	NOUN
aesr-1503	68	13	chemical	chemical	NOUN
aesr-1503	68	14	analysis	analysis	NOUN
aesr-1503	68	15	.	.	PUNCT
aesr-1503	69	1	2.3.1	2.3.1	NUM
aesr-1503	69	2	.	.	PUNCT
aesr-1503	69	3	maltextract	maltextract	PROPN
aesr-1503	69	4	content	content	NOUN
aesr-1503	69	5	malt	malt	NOUN
aesr-1503	69	6	extract	extract	NOUN
aesr-1503	69	7	content	content	NOUN
aesr-1503	69	8	was	be	AUX
aesr-1503	69	9	determined	determine	VERB
aesr-1503	69	10	according	accord	VERB
aesr-1503	69	11	to	to	ADP
aesr-1503	69	12	a	a	DET
aesr-1503	69	13	small	small	ADJ
aesr-1503	69	14	-	-	PUNCT
aesr-1503	69	15	scale	scale	NOUN
aesr-1503	69	16	version	version	NOUN
aesr-1503	69	17	of	of	ADP
aesr-1503	69	18	the	the	DET
aesr-1503	69	19	european	european	PROPN
aesr-1503	69	20	brewery	brewery	PROPN
aesr-1503	69	21	convention	convention	PROPN
aesr-1503	70	1	[	[	X
aesr-1503	70	2	11	11	NUM
aesr-1503	70	3	]	]	PUNCT
aesr-1503	70	4	methods	method	NOUN
aesr-1503	70	5	manual	manual	NOUN
aesr-1503	70	6	,	,	PUNCT
aesr-1503	70	7	section	section	NOUN
aesr-1503	70	8	4.9.1	4.9.1	NUM
aesr-1503	70	9	.	.	PUNCT
aesr-1503	71	1	fine	fine	ADJ
aesr-1503	71	2	grind	grind	ADJ
aesr-1503	71	3	malt	malt	NOUN
aesr-1503	71	4	was	be	AUX
aesr-1503	71	5	extracted	extract	VERB
aesr-1503	71	6	using	use	VERB
aesr-1503	71	7	a	a	DET
aesr-1503	71	8	hot	hot	ADJ
aesr-1503	71	9	water	water	NOUN
aesr-1503	71	10	mashing	mashing	NOUN
aesr-1503	71	11	bath	bath	NOUN
aesr-1503	71	12	(	(	PUNCT
aesr-1503	71	13	siemens	siemens	NOUN
aesr-1503	71	14	mashing	mashing	NOUN
aesr-1503	71	15	machine	machine	NOUN
aesr-1503	71	16	,	,	PUNCT
aesr-1503	71	17	germany).for	germany).for	ADP
aesr-1503	71	18	extraction	extraction	NOUN
aesr-1503	71	19	,	,	PUNCT
aesr-1503	71	20	50	50	NUM
aesr-1503	71	21	g	g	NOUN
aesr-1503	71	22	of	of	ADP
aesr-1503	71	23	finely	finely	ADV
aesr-1503	71	24	ground	ground	NOUN
aesr-1503	71	25	malt	malt	NOUN
aesr-1503	71	26	was	be	AUX
aesr-1503	71	27	mixed	mix	VERB
aesr-1503	71	28	with	with	ADP
aesr-1503	71	29	200	200	NUM
aesr-1503	71	30	ml	ml	NOUN
aesr-1503	71	31	of	of	ADP
aesr-1503	71	32	distilled	distil	VERB
aesr-1503	71	33	water	water	NOUN
aesr-1503	71	34	and	and	CCONJ
aesr-1503	71	35	mash	mash	NOUN
aesr-1503	71	36	at	at	ADP
aesr-1503	71	37	45	45	NUM
aesr-1503	71	38	°	°	NOUN
aesr-1503	71	39	c	c	NOUN
aesr-1503	71	40	with	with	ADP
aesr-1503	71	41	continuous	continuous	ADJ
aesr-1503	71	42	stirring	stirring	NOUN
aesr-1503	71	43	.	.	PUNCT
aesr-1503	72	1	after	after	ADP
aesr-1503	72	2	30	30	NUM
aesr-1503	72	3	minutes	minute	NOUN
aesr-1503	72	4	of	of	ADP
aesr-1503	72	5	mashing	mashing	NOUN
aesr-1503	72	6	,	,	PUNCT
aesr-1503	72	7	the	the	DET
aesr-1503	72	8	temperature	temperature	NOUN
aesr-1503	72	9	was	be	AUX
aesr-1503	72	10	increased	increase	VERB
aesr-1503	72	11	by	by	ADP
aesr-1503	72	12	1	1	NUM
aesr-1503	72	13	°	°	PROPN
aesr-1503	72	14	c	c	NOUN
aesr-1503	72	15	/	/	SYM
aesr-1503	72	16	min	min	NOUN
aesr-1503	72	17	until	until	ADP
aesr-1503	72	18	70	70	NUM
aesr-1503	72	19	°	°	NOUN
aesr-1503	72	20	c	c	NOUN
aesr-1503	72	21	.	.	PUNCT
aesr-1503	73	1	as	as	SCONJ
aesr-1503	73	2	temperature	temperature	NOUN
aesr-1503	73	3	reaches	reach	VERB
aesr-1503	73	4	70	70	NUM
aesr-1503	73	5	°	°	NOUN
aesr-1503	73	6	c	c	NOUN
aesr-1503	73	7	,	,	PUNCT
aesr-1503	73	8	there	there	PRON
aesr-1503	73	9	was	be	VERB
aesr-1503	73	10	added	add	VERB
aesr-1503	73	11	of	of	ADP
aesr-1503	73	12	100	100	NUM
aesr-1503	73	13	ml	ml	NOUN
aesr-1503	73	14	distilled	distil	VERB
aesr-1503	73	15	water	water	NOUN
aesr-1503	73	16	.	.	PUNCT
aesr-1503	74	1	after	after	ADP
aesr-1503	74	2	1	1	NUM
aesr-1503	74	3	hour	hour	NOUN
aesr-1503	74	4	,	,	PUNCT
aesr-1503	74	5	the	the	DET
aesr-1503	74	6	mash	mash	NOUN
aesr-1503	74	7	was	be	AUX
aesr-1503	74	8	cooled	cool	VERB
aesr-1503	74	9	to	to	ADP
aesr-1503	74	10	30	30	NUM
aesr-1503	74	11	°	°	NOUN
aesr-1503	74	12	c	c	NOUN
aesr-1503	74	13	and	and	CCONJ
aesr-1503	74	14	adjusted	adjust	VERB
aesr-1503	74	15	to	to	ADP
aesr-1503	74	16	a	a	DET
aesr-1503	74	17	volume	volume	NOUN
aesr-1503	74	18	of	of	ADP
aesr-1503	74	19	515	515	NUM
aesr-1503	74	20	ml	ml	NOUN
aesr-1503	74	21	or	or	CCONJ
aesr-1503	74	22	a	a	DET
aesr-1503	74	23	weight	weight	NOUN
aesr-1503	74	24	of	of	ADP
aesr-1503	74	25	450	450	NUM
aesr-1503	74	26	g.	g.	NOUN
aesr-1503	74	27	the	the	DET
aesr-1503	74	28	extract	extract	NOUN
aesr-1503	74	29	was	be	AUX
aesr-1503	74	30	filtered	filter	VERB
aesr-1503	74	31	using	use	VERB
aesr-1503	74	32	agriculture	agriculture	NOUN
aesr-1503	74	33	and	and	CCONJ
aesr-1503	74	34	food	food	NOUN
aesr-1503	74	35	sciences	sciences	PROPN
aesr-1503	74	36	research	research	NOUN
aesr-1503	74	37	,	,	PUNCT
aesr-1503	74	38	2020	2020	NUM
aesr-1503	74	39	,	,	PUNCT
aesr-1503	74	40	7(1	7(1	NUM
aesr-1503	74	41	):	):	PUNCT
aesr-1503	74	42	38	38	NUM
aesr-1503	74	43	-	-	SYM
aesr-1503	74	44	45	45	NUM
aesr-1503	74	45	40	40	NUM
aesr-1503	74	46	©	©	PROPN
aesr-1503	74	47	2020	2020	NUM
aesr-1503	74	48	by	by	ADP
aesr-1503	74	49	the	the	DET
aesr-1503	74	50	authors	author	NOUN
aesr-1503	74	51	;	;	PUNCT
aesr-1503	74	52	licensee	licensee	PROPN
aesr-1503	74	53	asian	asian	ADJ
aesr-1503	74	54	online	online	PROPN
aesr-1503	74	55	journal	journal	PROPN
aesr-1503	74	56	publishing	publishing	PROPN
aesr-1503	74	57	group	group	NOUN
aesr-1503	74	58	whatman	whatman	NOUN
aesr-1503	74	59	12	12	NUM
aesr-1503	74	60	cm	cm	NOUN
aesr-1503	74	61	filter	filter	NOUN
aesr-1503	74	62	paper	paper	NOUN
aesr-1503	74	63	into	into	ADP
aesr-1503	74	64	500ml	500ml	NOUN
aesr-1503	74	65	cylinder	cylinder	NOUN
aesr-1503	74	66	and	and	CCONJ
aesr-1503	74	67	specific	specific	ADJ
aesr-1503	74	68	gravity	gravity	NOUN
aesr-1503	74	69	was	be	AUX
aesr-1503	74	70	measured	measure	VERB
aesr-1503	74	71	at	at	ADP
aesr-1503	74	72	20oc	20oc	PROPN
aesr-1503	74	73	using	use	VERB
aesr-1503	74	74	a	a	DET
aesr-1503	74	75	dma5000	dma5000	ADJ
aesr-1503	74	76	density	density	NOUN
aesr-1503	74	77	meter	meter	NOUN
aesr-1503	74	78	(	(	PUNCT
aesr-1503	74	79	anton	anton	NOUN
aesr-1503	74	80	paar	paar	PROPN
aesr-1503	74	81	gmbh	gmbh	PROPN
aesr-1503	74	82	,	,	PUNCT
aesr-1503	74	83	graz	graz	PROPN
aesr-1503	74	84	,	,	PUNCT
aesr-1503	74	85	austria	austria	PROPN
aesr-1503	74	86	)	)	PUNCT
aesr-1503	74	87	.	.	PUNCT
aesr-1503	75	1	therefore	therefore	ADV
aesr-1503	75	2	the	the	DET
aesr-1503	75	3	following	follow	VERB
aesr-1503	75	4	formula	formula	NOUN
aesr-1503	75	5	was	be	AUX
aesr-1503	75	6	used	use	VERB
aesr-1503	75	7	to	to	PART
aesr-1503	75	8	put	put	VERB
aesr-1503	75	9	the	the	DET
aesr-1503	75	10	end	end	NOUN
aesr-1503	75	11	result.e	result.e	NOUN
aesr-1503	76	1	=	=	NOUN
aesr-1503	76	2	p(800+m)/(100	p(800+m)/(100	NOUN
aesr-1503	76	3	-	-	PUNCT
aesr-1503	76	4	p	p	NOUN
aesr-1503	76	5	)	)	PUNCT
aesr-1503	76	6	;	;	PUNCT
aesr-1503	76	7	where	where	SCONJ
aesr-1503	76	8	,	,	PUNCT
aesr-1503	76	9	e=	e=	NOUN
aesr-1503	76	10	extract	extract	VERB
aesr-1503	76	11	content	content	NOUN
aesr-1503	76	12	,	,	PUNCT
aesr-1503	76	13	p=	p=	ADJ
aesr-1503	76	14	wort	wort	NOUN
aesr-1503	76	15	density	density	NOUN
aesr-1503	76	16	(	(	PUNCT
aesr-1503	76	17	oplato	oplato	PROPN
aesr-1503	76	18	)	)	PUNCT
aesr-1503	76	19	,	,	PUNCT
aesr-1503	76	20	m=	m=	X
aesr-1503	76	21	malt	malt	NOUN
aesr-1503	76	22	moisture	moisture	NOUN
aesr-1503	76	23	content	content	NOUN
aesr-1503	76	24	.	.	PUNCT
aesr-1503	77	1	2.3.2	2.3.2	NUM
aesr-1503	77	2	.	.	PUNCT
aesr-1503	77	3	malt	malt	NOUN
aesr-1503	77	4	total	total	ADJ
aesr-1503	77	5	protein	protein	NOUN
aesr-1503	77	6	the	the	DET
aesr-1503	77	7	malt	malt	NOUN
aesr-1503	77	8	protein	protein	NOUN
aesr-1503	77	9	content	content	NOUN
aesr-1503	77	10	was	be	AUX
aesr-1503	77	11	determined	determine	VERB
aesr-1503	77	12	using	use	VERB
aesr-1503	77	13	kjeldhal	kjeldhal	ADJ
aesr-1503	77	14	method	method	NOUN
aesr-1503	77	15	(	(	PUNCT
aesr-1503	77	16	digester	digester	NOUN
aesr-1503	77	17	sbs	sbs	NOUN
aesr-1503	77	18	2000	2000	NUM
aesr-1503	77	19	,	,	PUNCT
aesr-1503	77	20	distillation	distillation	NOUN
aesr-1503	77	21	unit	unit	NOUN
aesr-1503	77	22	5000dl	5000dl	ADJ
aesr-1503	77	23	,	,	PUNCT
aesr-1503	77	24	foodalytgimbh	foodalytgimbh	NOUN
aesr-1503	77	25	,	,	PUNCT
aesr-1503	77	26	germany	germany	PROPN
aesr-1503	77	27	)	)	PUNCT
aesr-1503	77	28	according	accord	VERB
aesr-1503	77	29	to	to	ADP
aesr-1503	77	30	aoac	aoac	PROPN
aesr-1503	77	31	[	[	X
aesr-1503	77	32	12	12	NUM
aesr-1503	77	33	]	]	PUNCT
aesr-1503	77	34	.	.	PUNCT
aesr-1503	78	1	for	for	ADP
aesr-1503	78	2	analysis	analysis	NOUN
aesr-1503	78	3	one	one	NUM
aesr-1503	78	4	gram	gram	NOUN
aesr-1503	78	5	ground	ground	NOUN
aesr-1503	78	6	sample	sample	NOUN
aesr-1503	78	7	of	of	ADP
aesr-1503	78	8	malt	malt	NOUN
aesr-1503	78	9	barley	barley	NOUN
aesr-1503	78	10	was	be	AUX
aesr-1503	78	11	measured	measure	VERB
aesr-1503	78	12	and	and	CCONJ
aesr-1503	78	13	transferred	transfer	VERB
aesr-1503	78	14	into	into	ADP
aesr-1503	78	15	completely	completely	ADV
aesr-1503	78	16	dry	dry	ADJ
aesr-1503	78	17	kjeldhal	kjeldhal	ADJ
aesr-1503	78	18	flask	flask	NOUN
aesr-1503	78	19	.	.	PUNCT
aesr-1503	79	1	ten	ten	NUM
aesr-1503	79	2	gram	gram	NOUN
aesr-1503	79	3	of	of	ADP
aesr-1503	79	4	kjeldhal	kjeldhal	ADJ
aesr-1503	79	5	tablet	tablet	NOUN
aesr-1503	79	6	was	be	AUX
aesr-1503	79	7	added	add	VERB
aesr-1503	79	8	to	to	ADP
aesr-1503	79	9	the	the	DET
aesr-1503	79	10	sample	sample	NOUN
aesr-1503	79	11	inside	inside	ADP
aesr-1503	79	12	the	the	DET
aesr-1503	79	13	flask	flask	NOUN
aesr-1503	79	14	.	.	PUNCT
aesr-1503	80	1	twenty	twenty	NUM
aesr-1503	80	2	milliliter	milliliter	NOUN
aesr-1503	80	3	of	of	ADP
aesr-1503	80	4	98	98	NUM
aesr-1503	80	5	%	%	NOUN
aesr-1503	80	6	concentrated	concentrated	ADJ
aesr-1503	80	7	sulphuric	sulphuric	PROPN
aesr-1503	80	8	acid	acid	NOUN
aesr-1503	80	9	was	be	AUX
aesr-1503	80	10	mixed	mix	VERB
aesr-1503	80	11	with	with	ADP
aesr-1503	80	12	the	the	DET
aesr-1503	80	13	sample	sample	NOUN
aesr-1503	80	14	.	.	PUNCT
aesr-1503	81	1	the	the	DET
aesr-1503	81	2	sample	sample	NOUN
aesr-1503	81	3	digestion	digestion	NOUN
aesr-1503	81	4	was	be	AUX
aesr-1503	81	5	started	start	VERB
aesr-1503	81	6	by	by	ADP
aesr-1503	81	7	connecting	connect	VERB
aesr-1503	81	8	the	the	DET
aesr-1503	81	9	kjeldhal	kjeldhal	ADJ
aesr-1503	81	10	flasks	flask	NOUN
aesr-1503	81	11	with	with	ADP
aesr-1503	81	12	the	the	DET
aesr-1503	81	13	digestion	digestion	NOUN
aesr-1503	81	14	rock	rock	NOUN
aesr-1503	81	15	.	.	PUNCT
aesr-1503	82	1	the	the	DET
aesr-1503	82	2	digestion	digestion	NOUN
aesr-1503	82	3	was	be	AUX
aesr-1503	82	4	completed	complete	VERB
aesr-1503	82	5	when	when	SCONJ
aesr-1503	82	6	the	the	DET
aesr-1503	82	7	brown	brown	ADJ
aesr-1503	82	8	color	color	NOUN
aesr-1503	82	9	of	of	ADP
aesr-1503	82	10	the	the	DET
aesr-1503	82	11	sample	sample	NOUN
aesr-1503	82	12	completely	completely	ADV
aesr-1503	82	13	disappeared	disappear	VERB
aesr-1503	82	14	.	.	PUNCT
aesr-1503	83	1	after	after	SCONJ
aesr-1503	83	2	the	the	DET
aesr-1503	83	3	digested	digested	ADJ
aesr-1503	83	4	sample	sample	NOUN
aesr-1503	83	5	was	be	AUX
aesr-1503	83	6	cooled	cool	VERB
aesr-1503	83	7	,	,	PUNCT
aesr-1503	83	8	100	100	NUM
aesr-1503	83	9	ml	ml	NOUN
aesr-1503	83	10	of	of	ADP
aesr-1503	83	11	distilled	distil	VERB
aesr-1503	83	12	water	water	NOUN
aesr-1503	83	13	and	and	CCONJ
aesr-1503	83	14	80	80	NUM
aesr-1503	83	15	ml	ml	NOUN
aesr-1503	83	16	of	of	ADP
aesr-1503	83	17	sodium	sodium	NOUN
aesr-1503	83	18	hydroxide	hydroxide	NOUN
aesr-1503	83	19	(	(	PUNCT
aesr-1503	83	20	32	32	NUM
aesr-1503	83	21	%	%	NOUN
aesr-1503	83	22	)	)	PUNCT
aesr-1503	83	23	were	be	AUX
aesr-1503	83	24	added	add	VERB
aesr-1503	83	25	and	and	CCONJ
aesr-1503	83	26	distilled	distil	VERB
aesr-1503	83	27	into	into	ADP
aesr-1503	83	28	25	25	NUM
aesr-1503	83	29	ml	ml	NOUN
aesr-1503	83	30	of	of	ADP
aesr-1503	83	31	excess	excess	ADJ
aesr-1503	83	32	boric	boric	ADJ
aesr-1503	83	33	acid	acid	NOUN
aesr-1503	83	34	containing	contain	VERB
aesr-1503	83	35	0.5	0.5	NUM
aesr-1503	83	36	ml	ml	NOUN
aesr-1503	83	37	of	of	ADP
aesr-1503	83	38	screened	screen	VERB
aesr-1503	83	39	indicator	indicator	NOUN
aesr-1503	83	40	.	.	PUNCT
aesr-1503	84	1	the	the	DET
aesr-1503	84	2	distillate	distillate	NOUN
aesr-1503	84	3	was	be	AUX
aesr-1503	84	4	titrated	titrate	VERB
aesr-1503	84	5	with	with	ADP
aesr-1503	84	6	0.1n	0.1n	PROPN
aesr-1503	84	7	hydrochloric	hydrochloric	ADJ
aesr-1503	84	8	acid	acid	NOUN
aesr-1503	84	9	to	to	ADP
aesr-1503	84	10	the	the	DET
aesr-1503	84	11	methyl	methyl	NOUN
aesr-1503	84	12	red	red	PROPN
aesr-1503	84	13	end	end	NOUN
aesr-1503	84	14	point	point	NOUN
aesr-1503	84	15	.	.	PUNCT
aesr-1503	85	1	the	the	DET
aesr-1503	85	2	protein	protein	NOUN
aesr-1503	85	3	was	be	AUX
aesr-1503	85	4	calculated	calculate	VERB
aesr-1503	85	5	by	by	ADP
aesr-1503	85	6	using	use	VERB
aesr-1503	85	7	this	this	DET
aesr-1503	85	8	formula	formula	NOUN
aesr-1503	85	9	:	:	PUNCT
aesr-1503	85	10	cp%=	cp%=	PROPN
aesr-1503	86	1	[	[	X
aesr-1503	86	2	(	(	PUNCT
aesr-1503	86	3	t	t	NOUN
aesr-1503	86	4	-	-	PUNCT
aesr-1503	86	5	b)*14	b)*14	NOUN
aesr-1503	86	6	*	*	PUNCT
aesr-1503	86	7	6.25)]/[w(100	6.25)]/[w(100	PROPN
aesr-1503	86	8	-	-	PUNCT
aesr-1503	86	9	mc	mc	PROPN
aesr-1503	86	10	)	)	PUNCT
aesr-1503	86	11	]	]	X
aesr-1503	86	12	;	;	PUNCT
aesr-1503	86	13	where	where	SCONJ
aesr-1503	86	14	cp	cp	X
aesr-1503	86	15	=	=	ADJ
aesr-1503	86	16	crude	crude	ADJ
aesr-1503	86	17	protein	protein	NOUN
aesr-1503	86	18	,	,	PUNCT
aesr-1503	86	19	t=	t=	ADJ
aesr-1503	86	20	volume	volume	NOUN
aesr-1503	86	21	of	of	ADP
aesr-1503	86	22	hcl	hcl	PROPN
aesr-1503	86	23	used	use	VERB
aesr-1503	86	24	in	in	ADP
aesr-1503	86	25	titration	titration	NOUN
aesr-1503	86	26	,	,	PUNCT
aesr-1503	86	27	b=	b=	NOUN
aesr-1503	86	28	blank	blank	NOUN
aesr-1503	86	29	used	use	VERB
aesr-1503	86	30	as	as	ADP
aesr-1503	86	31	control	control	NOUN
aesr-1503	86	32	and	and	CCONJ
aesr-1503	86	33	w=	w=	NOUN
aesr-1503	86	34	weight	weight	NOUN
aesr-1503	86	35	of	of	ADP
aesr-1503	86	36	sample	sample	NOUN
aesr-1503	86	37	taken	take	VERB
aesr-1503	86	38	for	for	ADP
aesr-1503	86	39	analysis	analysis	NOUN
aesr-1503	86	40	.	.	PUNCT
aesr-1503	87	1	2.3.3	2.3.3	X
aesr-1503	87	2	.	.	PUNCT
aesr-1503	87	3	malt	malt	PROPN
aesr-1503	87	4	friability	friability	PROPN
aesr-1503	87	5	malt	malt	NOUN
aesr-1503	87	6	grain	grain	NOUN
aesr-1503	87	7	samples	sample	NOUN
aesr-1503	87	8	were	be	AUX
aesr-1503	87	9	analyzed	analyze	VERB
aesr-1503	87	10	using	use	VERB
aesr-1503	87	11	a	a	DET
aesr-1503	87	12	friability	friability	NOUN
aesr-1503	87	13	measuring	measure	VERB
aesr-1503	87	14	machine	machine	NOUN
aesr-1503	87	15	(	(	PUNCT
aesr-1503	87	16	pfeufferfriabilimeter	pfeufferfriabilimeter	PROPN
aesr-1503	87	17	gmbh	gmbh	PROPN
aesr-1503	87	18	,	,	PUNCT
aesr-1503	87	19	germany	germany	PROPN
aesr-1503	87	20	)	)	PUNCT
aesr-1503	87	21	which	which	PRON
aesr-1503	87	22	is	be	AUX
aesr-1503	87	23	used	use	VERB
aesr-1503	87	24	as	as	ADP
aesr-1503	87	25	pressure	pressure	NOUN
aesr-1503	87	26	roller	roller	NOUN
aesr-1503	87	27	to	to	PART
aesr-1503	87	28	grind	grind	VERB
aesr-1503	87	29	the	the	DET
aesr-1503	87	30	sample	sample	NOUN
aesr-1503	87	31	against	against	ADP
aesr-1503	87	32	a	a	DET
aesr-1503	87	33	rotating	rotate	VERB
aesr-1503	87	34	screen	screen	NOUN
aesr-1503	87	35	.	.	PUNCT
aesr-1503	88	1	low	low	ADJ
aesr-1503	88	2	,	,	PUNCT
aesr-1503	88	3	medium	medium	ADJ
aesr-1503	88	4	and	and	CCONJ
aesr-1503	88	5	high	high	ADJ
aesr-1503	88	6	friability	friability	NOUN
aesr-1503	88	7	malts	malt	NOUN
aesr-1503	88	8	were	be	AUX
aesr-1503	88	9	tested	test	VERB
aesr-1503	88	10	according	accord	VERB
aesr-1503	88	11	to	to	ADP
aesr-1503	88	12	ebc	ebc	PROPN
aesr-1503	88	13	method	method	NOUN
aesr-1503	88	14	4.15	4.15	NUM
aesr-1503	89	1	[	[	X
aesr-1503	89	2	11	11	NUM
aesr-1503	89	3	]	]	PUNCT
aesr-1503	89	4	.	.	PUNCT
aesr-1503	90	1	50	50	NUM
aesr-1503	90	2	g	g	NOUN
aesr-1503	90	3	malt	malt	NOUN
aesr-1503	90	4	sample	sample	NOUN
aesr-1503	90	5	was	be	AUX
aesr-1503	90	6	run	run	VERB
aesr-1503	90	7	in	in	ADP
aesr-1503	90	8	the	the	DET
aesr-1503	90	9	friabilimeter	friabilimeter	NOUN
aesr-1503	90	10	for	for	ADP
aesr-1503	90	11	8	8	NUM
aesr-1503	90	12	min	min	NOUN
aesr-1503	90	13	and	and	CCONJ
aesr-1503	90	14	the	the	DET
aesr-1503	90	15	non	non	ADJ
aesr-1503	90	16	-	-	ADJ
aesr-1503	90	17	friable	friable	ADJ
aesr-1503	90	18	fraction	fraction	NOUN
aesr-1503	90	19	was	be	AUX
aesr-1503	90	20	weighed	weigh	VERB
aesr-1503	90	21	to	to	PART
aesr-1503	90	22	get	get	VERB
aesr-1503	90	23	the	the	DET
aesr-1503	90	24	final	final	ADJ
aesr-1503	90	25	result	result	NOUN
aesr-1503	90	26	.	.	PUNCT
aesr-1503	91	1	2.3.4	2.3.4	X
aesr-1503	91	2	.	.	PUNCT
aesr-1503	91	3	malt-glucan	malt-glucan	VERB
aesr-1503	91	4	the	the	DET
aesr-1503	91	5	malt	malt	NOUN
aesr-1503	91	6	-glucan	-glucan	ADJ
aesr-1503	91	7	content	content	NOUN
aesr-1503	91	8	was	be	AUX
aesr-1503	91	9	determined	determine	VERB
aesr-1503	91	10	using	use	VERB
aesr-1503	91	11	the	the	DET
aesr-1503	91	12	megazyme	megazyme	NOUN
aesr-1503	91	13	kit	kit	NOUN
aesr-1503	91	14	method	method	NOUN
aesr-1503	91	15	(	(	PUNCT
aesr-1503	91	16	megazyme	megazyme	NOUN
aesr-1503	91	17	,	,	PUNCT
aesr-1503	91	18	bray	bray	NOUN
aesr-1503	91	19	,	,	PUNCT
aesr-1503	91	20	ireland)according	ireland)accorde	VERB
aesr-1503	91	21	to	to	ADP
aesr-1503	91	22	european	european	PROPN
aesr-1503	91	23	brewery	brewery	PROPN
aesr-1503	91	24	convention	convention	NOUN
aesr-1503	92	1	[	[	X
aesr-1503	92	2	11	11	NUM
aesr-1503	92	3	]	]	SYM
aesr-1503	92	4	method	method	NOUN
aesr-1503	92	5	4.16.1.for	4.16.1.for	NUM
aesr-1503	92	6	the	the	DET
aesr-1503	92	7	analysis	analysis	NOUN
aesr-1503	92	8	100	100	NUM
aesr-1503	92	9	mg	mg	PROPN
aesr-1503	92	10	sample	sample	NOUN
aesr-1503	92	11	was	be	AUX
aesr-1503	92	12	suspended	suspend	VERB
aesr-1503	92	13	and	and	CCONJ
aesr-1503	92	14	hydrated	hydrated	ADJ
aesr-1503	92	15	in	in	ADP
aesr-1503	92	16	a	a	DET
aesr-1503	92	17	buffer	buffer	NOUN
aesr-1503	92	18	solution	solution	NOUN
aesr-1503	92	19	of	of	ADP
aesr-1503	92	20	ph	ph	ADJ
aesr-1503	92	21	6.5	6.5	NUM
aesr-1503	92	22	and	and	CCONJ
aesr-1503	92	23	incubated	incubate	VERB
aesr-1503	92	24	with	with	ADP
aesr-1503	92	25	purified	purified	ADJ
aesr-1503	92	26	lichenase	lichenase	NOUN
aesr-1503	92	27	enzyme	enzyme	NOUN
aesr-1503	92	28	and	and	CCONJ
aesr-1503	92	29	filtered	filter	VERB
aesr-1503	92	30	.	.	PUNCT
aesr-1503	93	1	an	an	DET
aesr-1503	93	2	aliquot	aliquot	NOUN
aesr-1503	93	3	of	of	ADP
aesr-1503	93	4	the	the	DET
aesr-1503	93	5	filtrate	filtrate	NOUN
aesr-1503	93	6	was	be	AUX
aesr-1503	93	7	then	then	ADV
aesr-1503	93	8	hydrolyzed	hydrolyze	VERB
aesr-1503	93	9	to	to	PART
aesr-1503	93	10	complete	complete	VERB
aesr-1503	93	11	with	with	ADP
aesr-1503	93	12	purified	purified	ADJ
aesr-1503	93	13	β	β	NOUN
aesr-1503	93	14	-	-	NOUN
aesr-1503	93	15	glucosidase	glucosidase	ADJ
aesr-1503	93	16	.	.	PUNCT
aesr-1503	94	1	the	the	DET
aesr-1503	94	2	d	d	NOUN
aesr-1503	94	3	-	-	PUNCT
aesr-1503	94	4	glucose	glucose	NOUN
aesr-1503	94	5	produced	produce	VERB
aesr-1503	94	6	was	be	AUX
aesr-1503	94	7	assayed	assayed	ADJ
aesr-1503	94	8	using	use	VERB
aesr-1503	94	9	a	a	DET
aesr-1503	94	10	glucoseoxidase	glucoseoxidase	NOUN
aesr-1503	94	11	/	/	SYM
aesr-1503	94	12	peroxidase	peroxidase	NOUN
aesr-1503	94	13	reagent	reagent	NOUN
aesr-1503	94	14	.	.	PUNCT
aesr-1503	95	1	the	the	DET
aesr-1503	95	2	final	final	ADJ
aesr-1503	95	3	prepared	prepared	ADJ
aesr-1503	95	4	aliquot	aliquot	NOUN
aesr-1503	95	5	was	be	AUX
aesr-1503	95	6	measured	measure	VERB
aesr-1503	95	7	by	by	ADP
aesr-1503	95	8	spectrophotometer	spectrophotometer	NOUN
aesr-1503	95	9	at	at	ADP
aesr-1503	95	10	absorbance	absorbance	NOUN
aesr-1503	95	11	510	510	NUM
aesr-1503	95	12	nm	nm	NOUN
aesr-1503	95	13	against	against	ADP
aesr-1503	95	14	reagent	reagent	ADJ
aesr-1503	95	15	blank	blank	NOUN
aesr-1503	95	16	within	within	ADP
aesr-1503	95	17	one	one	NUM
aesr-1503	95	18	hour	hour	NOUN
aesr-1503	95	19	.	.	PUNCT
aesr-1503	96	1	finally	finally	ADV
aesr-1503	96	2	the	the	DET
aesr-1503	96	3	beta	beta	NOUN
aesr-1503	96	4	-	-	PUNCT
aesr-1503	96	5	glucan	glucan	NOUN
aesr-1503	96	6	was	be	AUX
aesr-1503	96	7	calculated	calculate	VERB
aesr-1503	96	8	using	use	VERB
aesr-1503	96	9	the	the	DET
aesr-1503	96	10	formula;β	formula;β	ADJ
aesr-1503	96	11	-	-	PUNCT
aesr-1503	96	12	glucan	glucan	NOUN
aesr-1503	96	13	(	(	PUNCT
aesr-1503	96	14	%	%	INTJ
aesr-1503	96	15	w	w	PROPN
aesr-1503	96	16	/	/	SYM
aesr-1503	96	17	w	w	NOUN
aesr-1503	96	18	)	)	PUNCT
aesr-1503	96	19	=	=	PUNCT
aesr-1503	97	1	∆a	∆a	NOUN
aesr-1503	97	2	*	*	PUNCT
aesr-1503	97	3	(	(	PUNCT
aesr-1503	97	4	f	f	X
aesr-1503	97	5	/	/	SYM
aesr-1503	97	6	w	w	NOUN
aesr-1503	97	7	)	)	PUNCT
aesr-1503	97	8	*	*	PUNCT
aesr-1503	98	1	27;where	27;where	ADV
aesr-1503	98	2	,	,	PUNCT
aesr-1503	98	3	∆a	∆a	PROPN
aesr-1503	98	4	=	=	SYM
aesr-1503	98	5	absorbance	absorbance	NOUN
aesr-1503	98	6	afterβ	afterβ	PROPN
aesr-1503	98	7	-	-	PUNCT
aesr-1503	98	8	glucosidase	glucosidase	PROPN
aesr-1503	98	9	treatment	treatment	NOUN
aesr-1503	98	10	(	(	PUNCT
aesr-1503	98	11	reaction	reaction	NOUN
aesr-1503	98	12	)	)	PUNCT
aesr-1503	98	13	minus	minus	CCONJ
aesr-1503	98	14	reaction	reaction	NOUN
aesr-1503	98	15	blank	blank	PROPN
aesr-1503	98	16	absorbance	absorbance	NOUN
aesr-1503	98	17	,	,	PUNCT
aesr-1503	98	18	f	f	NOUN
aesr-1503	98	19	=	=	NOUN
aesr-1503	98	20	factor	factor	NOUN
aesr-1503	98	21	for	for	ADP
aesr-1503	98	22	the	the	DET
aesr-1503	98	23	conversion	conversion	NOUN
aesr-1503	98	24	of	of	ADP
aesr-1503	98	25	absorbance	absorbance	NOUN
aesr-1503	98	26	values	value	NOUN
aesr-1503	98	27	to	to	ADP
aesr-1503	98	28	μg	μg	PROPN
aesr-1503	98	29	of	of	ADP
aesr-1503	98	30	glucose	glucose	NOUN
aesr-1503	98	31	,	,	PUNCT
aesr-1503	98	32	w=	w=	VERB
aesr-1503	98	33	the	the	DET
aesr-1503	98	34	calculated	calculate	VERB
aesr-1503	98	35	dry	dry	ADJ
aesr-1503	98	36	weigth	weigth	NOUN
aesr-1503	98	37	of	of	ADP
aesr-1503	98	38	the	the	DET
aesr-1503	98	39	sample	sample	NOUN
aesr-1503	98	40	analyzed	analyze	VERB
aesr-1503	98	41	in	in	ADP
aesr-1503	98	42	mg	mg	PROPN
aesr-1503	98	43	.	.	PUNCT
aesr-1503	98	44	2.3.5	2.3.5	NUM
aesr-1503	98	45	.	.	PUNCT
aesr-1503	99	1	dry	dry	ADJ
aesr-1503	99	2	matter	matter	NOUN
aesr-1503	99	3	content	content	NOUN
aesr-1503	99	4	barley	barley	NOUN
aesr-1503	99	5	grain	grain	NOUN
aesr-1503	99	6	dry	dry	ADJ
aesr-1503	99	7	matter	matter	NOUN
aesr-1503	99	8	content	content	NOUN
aesr-1503	99	9	was	be	AUX
aesr-1503	99	10	determined	determine	VERB
aesr-1503	99	11	according	accord	VERB
aesr-1503	99	12	to	to	ADP
aesr-1503	99	13	aoac	aoac	PROPN
aesr-1503	99	14	[	[	X
aesr-1503	99	15	12	12	NUM
aesr-1503	99	16	]	]	X
aesr-1503	99	17	international	international	ADJ
aesr-1503	99	18	standard	standard	ADJ
aesr-1503	99	19	method	method	NOUN
aesr-1503	99	20	from	from	ADP
aesr-1503	99	21	grain	grain	NOUN
aesr-1503	99	22	flour	flour	NOUN
aesr-1503	99	23	prepared	prepared	ADJ
aesr-1503	99	24	using	use	VERB
aesr-1503	99	25	the	the	DET
aesr-1503	99	26	above	above	ADJ
aesr-1503	99	27	sample	sample	NOUN
aesr-1503	99	28	preparation	preparation	NOUN
aesr-1503	99	29	method	method	NOUN
aesr-1503	99	30	.	.	PUNCT
aesr-1503	100	1	5	5	NUM
aesr-1503	100	2	g	g	NOUN
aesr-1503	100	3	of	of	ADP
aesr-1503	100	4	barley	barley	NOUN
aesr-1503	100	5	flour	flour	NOUN
aesr-1503	100	6	was	be	AUX
aesr-1503	100	7	taken	take	VERB
aesr-1503	100	8	using	use	VERB
aesr-1503	100	9	a	a	DET
aesr-1503	100	10	sensitive	sensitive	ADJ
aesr-1503	100	11	analytical	analytical	ADJ
aesr-1503	100	12	balance	balance	NOUN
aesr-1503	100	13	and	and	CCONJ
aesr-1503	100	14	oven	oven	VERB
aesr-1503	100	15	dried	dry	VERB
aesr-1503	100	16	at	at	ADP
aesr-1503	100	17	105oc	105oc	NOUN
aesr-1503	100	18	temperature	temperature	NOUN
aesr-1503	100	19	for	for	ADP
aesr-1503	100	20	3	3	NUM
aesr-1503	100	21	hours	hour	NOUN
aesr-1503	100	22	.	.	PUNCT
aesr-1503	101	1	after	after	SCONJ
aesr-1503	101	2	the	the	DET
aesr-1503	101	3	dried	dry	VERB
aesr-1503	101	4	sample	sample	NOUN
aesr-1503	101	5	was	be	AUX
aesr-1503	101	6	cooled	cool	VERB
aesr-1503	101	7	in	in	ADP
aesr-1503	101	8	a	a	DET
aesr-1503	101	9	desiccator	desiccator	NOUN
aesr-1503	101	10	,	,	PUNCT
aesr-1503	101	11	the	the	DET
aesr-1503	101	12	final	final	ADJ
aesr-1503	101	13	measurement	measurement	NOUN
aesr-1503	101	14	was	be	AUX
aesr-1503	101	15	taken	take	VERB
aesr-1503	101	16	using	use	VERB
aesr-1503	101	17	the	the	DET
aesr-1503	101	18	same	same	ADJ
aesr-1503	101	19	analytical	analytical	ADJ
aesr-1503	101	20	balance	balance	NOUN
aesr-1503	101	21	to	to	PART
aesr-1503	101	22	get	get	VERB
aesr-1503	101	23	the	the	DET
aesr-1503	101	24	result	result	NOUN
aesr-1503	101	25	using	use	VERB
aesr-1503	101	26	the	the	DET
aesr-1503	101	27	following	follow	VERB
aesr-1503	101	28	known	know	VERB
aesr-1503	101	29	formula	formula	NOUN
aesr-1503	101	30	for	for	ADP
aesr-1503	101	31	moisture	moisture	NOUN
aesr-1503	101	32	content	content	NOUN
aesr-1503	101	33	.	.	PUNCT
aesr-1503	102	1	mc%	mc%	PROPN
aesr-1503	102	2	=	=	SYM
aesr-1503	102	3	(	(	PUNCT
aesr-1503	102	4	wi	wi	PROPN
aesr-1503	102	5	-	-	PUNCT
aesr-1503	102	6	wf)/wi*100	wf)/wi*100	NOUN
aesr-1503	102	7	;	;	PUNCT
aesr-1503	102	8	where	where	SCONJ
aesr-1503	102	9	wi	wi	PROPN
aesr-1503	102	10	is	be	AUX
aesr-1503	102	11	initial	initial	ADJ
aesr-1503	102	12	weight	weight	NOUN
aesr-1503	102	13	,	,	PUNCT
aesr-1503	102	14	wf	wf	PROPN
aesr-1503	102	15	is	be	AUX
aesr-1503	102	16	final	final	ADJ
aesr-1503	102	17	weight	weight	NOUN
aesr-1503	102	18	;	;	PUNCT
aesr-1503	102	19	dm=(100	dm=(100	NOUN
aesr-1503	102	20	-	-	PUNCT
aesr-1503	102	21	mc)%	mc)%	NOUN
aesr-1503	102	22	.	.	PUNCT
aesr-1503	103	1	2.3.6	2.3.6	NUM
aesr-1503	103	2	.	.	PUNCT
aesr-1503	104	1	samples	sample	VERB
aesr-1503	104	2	spectral	spectral	ADJ
aesr-1503	104	3	data	datum	NOUN
aesr-1503	104	4	acquisition	acquisition	NOUN
aesr-1503	104	5	before	before	ADP
aesr-1503	104	6	scanning	scan	VERB
aesr-1503	104	7	the	the	DET
aesr-1503	104	8	samples	sample	NOUN
aesr-1503	104	9	,	,	PUNCT
aesr-1503	104	10	the	the	DET
aesr-1503	104	11	spectroscopic	spectroscopic	ADJ
aesr-1503	104	12	performance	performance	NOUN
aesr-1503	104	13	of	of	ADP
aesr-1503	104	14	the	the	DET
aesr-1503	104	15	device	device	NOUN
aesr-1503	104	16	was	be	AUX
aesr-1503	104	17	checked	check	VERB
aesr-1503	104	18	using	use	VERB
aesr-1503	104	19	gold	gold	ADJ
aesr-1503	104	20	standard	standard	NOUN
aesr-1503	104	21	(	(	PUNCT
aesr-1503	104	22	1.038	1.038	NUM
aesr-1503	104	23	)	)	PUNCT
aesr-1503	104	24	and	and	CCONJ
aesr-1503	104	25	light	light	ADJ
aesr-1503	104	26	trap	trap	NOUN
aesr-1503	104	27	standard	standard	NOUN
aesr-1503	104	28	(	(	PUNCT
aesr-1503	104	29	0.00065	0.00065	NUM
aesr-1503	104	30	)	)	PUNCT
aesr-1503	104	31	provided	provide	VERB
aesr-1503	104	32	by	by	ADP
aesr-1503	104	33	bruker	bruker	PROPN
aesr-1503	104	34	company	company	PROPN
aesr-1503	104	35	of	of	ADP
aesr-1503	104	36	germany	germany	PROPN
aesr-1503	104	37	.	.	PUNCT
aesr-1503	105	1	then	then	ADV
aesr-1503	105	2	60	60	NUM
aesr-1503	105	3	barley	barley	NOUN
aesr-1503	105	4	samples	sample	NOUN
aesr-1503	105	5	were	be	AUX
aesr-1503	105	6	scanned	scan	VERB
aesr-1503	105	7	twice	twice	ADV
aesr-1503	105	8	for	for	ADP
aesr-1503	105	9	spectral	spectral	ADJ
aesr-1503	105	10	data	datum	NOUN
aesr-1503	105	11	using	use	VERB
aesr-1503	105	12	near	near	ADP
aesr-1503	105	13	infrared	infrared	ADJ
aesr-1503	105	14	spectrometer	spectrometer	NOUN
aesr-1503	105	15	(	(	PUNCT
aesr-1503	105	16	tango2017	tango2017	ADV
aesr-1503	105	17	,	,	PUNCT
aesr-1503	105	18	bruker	bruker	NOUN
aesr-1503	105	19	optics	optic	NOUN
aesr-1503	105	20	gmbh	gmbh	PROPN
aesr-1503	105	21	,	,	PUNCT
aesr-1503	105	22	germany	germany	PROPN
aesr-1503	105	23	)	)	PUNCT
aesr-1503	105	24	which	which	PRON
aesr-1503	105	25	uses	use	VERB
aesr-1503	105	26	scan	scan	VERB
aesr-1503	105	27	and	and	CCONJ
aesr-1503	105	28	rotating	rotate	VERB
aesr-1503	105	29	mode	mode	NOUN
aesr-1503	105	30	within	within	ADP
aesr-1503	105	31	16	16	NUM
aesr-1503	105	32	seconds	second	NOUN
aesr-1503	105	33	,	,	PUNCT
aesr-1503	105	34	sample	sample	NOUN
aesr-1503	105	35	presentation	presentation	NOUN
aesr-1503	105	36	with	with	ADP
aesr-1503	105	37	rotating	rotate	VERB
aesr-1503	105	38	accessory	accessory	NOUN
aesr-1503	105	39	having	have	VERB
aesr-1503	105	40	600	600	NUM
aesr-1503	105	41	ml	ml	NOUN
aesr-1503	105	42	sample	sample	NOUN
aesr-1503	105	43	cuvette	cuvette	NOUN
aesr-1503	105	44	.	.	PUNCT
aesr-1503	106	1	it	it	PRON
aesr-1503	106	2	used32	used32	VERB
aesr-1503	106	3	amounts	amount	NOUN
aesr-1503	106	4	of	of	ADP
aesr-1503	106	5	scans	scan	NOUN
aesr-1503	106	6	between	between	ADP
aesr-1503	106	7	867	867	NUM
aesr-1503	106	8	–	–	SYM
aesr-1503	106	9	2535	2535	NUM
aesr-1503	106	10	nm	nm	ADJ
aesr-1503	106	11	wave	wave	NOUN
aesr-1503	106	12	length	length	NOUN
aesr-1503	106	13	ranges	range	VERB
aesr-1503	106	14	with	with	ADP
aesr-1503	106	15	16	16	NUM
aesr-1503	106	16	cm-1	cm-1	NOUN
aesr-1503	106	17	wave	wave	NOUN
aesr-1503	106	18	number	number	NOUN
aesr-1503	106	19	band	band	NOUN
aesr-1503	106	20	resolution	resolution	NOUN
aesr-1503	106	21	.	.	PUNCT
aesr-1503	107	1	the	the	DET
aesr-1503	107	2	nir	nir	ADJ
aesr-1503	107	3	sensor	sensor	NOUN
aesr-1503	107	4	used	use	VERB
aesr-1503	107	5	in	in	ADP
aesr-1503	107	6	this	this	DET
aesr-1503	107	7	experiment	experiment	NOUN
aesr-1503	107	8	is	be	AUX
aesr-1503	107	9	capable	capable	ADJ
aesr-1503	107	10	of	of	ADP
aesr-1503	107	11	recording	record	VERB
aesr-1503	107	12	spectra	spectra	NOUN
aesr-1503	107	13	by	by	ADP
aesr-1503	107	14	diffusive	diffusive	ADJ
aesr-1503	107	15	reflectance	reflectance	NOUN
aesr-1503	107	16	measurements	measurement	NOUN
aesr-1503	107	17	at	at	ADP
aesr-1503	107	18	the	the	DET
aesr-1503	107	19	mentioned	mention	VERB
aesr-1503	107	20	spectral	spectral	ADJ
aesr-1503	107	21	wave	wave	NOUN
aesr-1503	107	22	length	length	NOUN
aesr-1503	107	23	range	range	NOUN
aesr-1503	107	24	.	.	PUNCT
aesr-1503	108	1	spectra	spectra	PROPN
aesr-1503	108	2	data	data	PROPN
aesr-1503	108	3	figure-1	figure-1	PROPN
aesr-1503	108	4	shown	show	VERB
aesr-1503	108	5	below	below	ADP
aesr-1503	108	6	was	be	AUX
aesr-1503	108	7	acquired	acquire	VERB
aesr-1503	108	8	from	from	ADP
aesr-1503	108	9	untreated	untreated	ADJ
aesr-1503	108	10	barley	barley	NOUN
aesr-1503	108	11	grains	grain	NOUN
aesr-1503	108	12	before	before	ADP
aesr-1503	108	13	malting	malt	VERB
aesr-1503	108	14	using	use	VERB
aesr-1503	108	15	a	a	DET
aesr-1503	108	16	bruker	bruker	ADJ
aesr-1503	108	17	tango	tango	NOUN
aesr-1503	108	18	software	software	NOUN
aesr-1503	108	19	.	.	PUNCT
aesr-1503	109	1	it	it	PRON
aesr-1503	109	2	is	be	AUX
aesr-1503	109	3	the	the	DET
aesr-1503	109	4	raw	raw	ADJ
aesr-1503	109	5	spectral	spectral	ADJ
aesr-1503	109	6	data	datum	NOUN
aesr-1503	109	7	which	which	PRON
aesr-1503	109	8	needs	need	VERB
aesr-1503	109	9	to	to	PART
aesr-1503	109	10	be	be	AUX
aesr-1503	109	11	treated	treat	VERB
aesr-1503	109	12	statistically	statistically	ADV
aesr-1503	109	13	to	to	PART
aesr-1503	109	14	correct	correct	VERB
aesr-1503	109	15	spectral	spectral	ADJ
aesr-1503	109	16	biases	bias	NOUN
aesr-1503	109	17	.	.	PUNCT
aesr-1503	110	1	the	the	DET
aesr-1503	110	2	device	device	NOUN
aesr-1503	110	3	recorded	record	VERB
aesr-1503	110	4	spectra	spectra	NOUN
aesr-1503	110	5	in	in	ADP
aesr-1503	110	6	diffusive	diffusive	ADJ
aesr-1503	110	7	reflectance	reflectance	NOUN
aesr-1503	110	8	by	by	ADP
aesr-1503	110	9	using	use	VERB
aesr-1503	110	10	an	an	DET
aesr-1503	110	11	integrating	integrating	NOUN
aesr-1503	110	12	sphere	sphere	NOUN
aesr-1503	110	13	.	.	PUNCT
aesr-1503	111	1	measurements	measurement	NOUN
aesr-1503	111	2	were	be	AUX
aesr-1503	111	3	done	do	VERB
aesr-1503	111	4	in	in	ADP
aesr-1503	111	5	duplicate	duplicate	NOUN
aesr-1503	111	6	for	for	ADP
aesr-1503	111	7	each	each	DET
aesr-1503	111	8	sample	sample	NOUN
aesr-1503	111	9	,	,	PUNCT
aesr-1503	111	10	leading	lead	VERB
aesr-1503	111	11	to	to	ADP
aesr-1503	111	12	a	a	DET
aesr-1503	111	13	total	total	ADJ
aesr-1503	111	14	number	number	NOUN
aesr-1503	111	15	of	of	ADP
aesr-1503	111	16	120	120	NUM
aesr-1503	111	17	spectral	spectral	ADJ
aesr-1503	111	18	data	datum	NOUN
aesr-1503	111	19	.	.	PUNCT
aesr-1503	112	1	figure-1	figure-1	PROPN
aesr-1503	112	2	.	.	PUNCT
aesr-1503	112	3	barley	barley	NOUN
aesr-1503	112	4	samples	sample	NOUN
aesr-1503	112	5	component	component	NOUN
aesr-1503	112	6	matrix	matrix	NOUN
aesr-1503	112	7	raw	raw	ADJ
aesr-1503	112	8	spectral	spectral	ADJ
aesr-1503	112	9	data	datum	NOUN
aesr-1503	112	10	collected	collect	VERB
aesr-1503	112	11	by	by	ADP
aesr-1503	112	12	nir	nir	PROPN
aesr-1503	112	13	.	.	PUNCT
aesr-1503	113	1	agriculture	agriculture	NOUN
aesr-1503	113	2	and	and	CCONJ
aesr-1503	113	3	food	food	NOUN
aesr-1503	113	4	sciences	sciences	PROPN
aesr-1503	113	5	research	research	NOUN
aesr-1503	113	6	,	,	PUNCT
aesr-1503	113	7	2020	2020	NUM
aesr-1503	113	8	,	,	PUNCT
aesr-1503	113	9	7(1	7(1	NUM
aesr-1503	113	10	):	):	PUNCT
aesr-1503	113	11	38	38	NUM
aesr-1503	113	12	-	-	SYM
aesr-1503	113	13	45	45	NUM
aesr-1503	113	14	41	41	NUM
aesr-1503	113	15	©	©	ADP
aesr-1503	113	16	2020	2020	NUM
aesr-1503	113	17	by	by	ADP
aesr-1503	113	18	the	the	DET
aesr-1503	113	19	authors	author	NOUN
aesr-1503	113	20	;	;	PUNCT
aesr-1503	113	21	licensee	licensee	PROPN
aesr-1503	113	22	asian	asian	ADJ
aesr-1503	113	23	online	online	PROPN
aesr-1503	113	24	journal	journal	PROPN
aesr-1503	113	25	publishing	publishing	NOUN
aesr-1503	113	26	group	group	PROPN
aesr-1503	113	27	2.4	2.4	NUM
aesr-1503	113	28	.	.	PUNCT
aesr-1503	114	1	spectral	spectral	ADJ
aesr-1503	114	2	data	datum	NOUN
aesr-1503	114	3	pre	pre	ADJ
aesr-1503	114	4	-	-	NOUN
aesr-1503	114	5	processing	process	VERB
aesr-1503	114	6	there	there	PRON
aesr-1503	114	7	were	be	VERB
aesr-1503	114	8	spectral	spectral	ADJ
aesr-1503	114	9	biases	bias	NOUN
aesr-1503	114	10	and	and	CCONJ
aesr-1503	114	11	overlaps	overlap	NOUN
aesr-1503	114	12	of	of	ADP
aesr-1503	114	13	wave	wave	NOUN
aesr-1503	114	14	length	length	NOUN
aesr-1503	114	15	bands	band	NOUN
aesr-1503	114	16	due	due	ADP
aesr-1503	114	17	to	to	ADP
aesr-1503	114	18	matrix	matrix	NOUN
aesr-1503	114	19	effect	effect	NOUN
aesr-1503	114	20	,	,	PUNCT
aesr-1503	114	21	different	different	ADJ
aesr-1503	114	22	particle	particle	NOUN
aesr-1503	114	23	size	size	NOUN
aesr-1503	114	24	and	and	CCONJ
aesr-1503	114	25	spectroscopic	spectroscopic	ADJ
aesr-1503	114	26	condition	condition	NOUN
aesr-1503	114	27	.	.	PUNCT
aesr-1503	115	1	for	for	ADP
aesr-1503	115	2	this	this	DET
aesr-1503	115	3	matter	matter	NOUN
aesr-1503	115	4	spectral	spectral	ADJ
aesr-1503	115	5	data	datum	NOUN
aesr-1503	115	6	obtained	obtain	VERB
aesr-1503	115	7	according	accord	VERB
aesr-1503	115	8	to	to	ADP
aesr-1503	115	9	figure-1	figure-1	PROPN
aesr-1503	115	10	above	above	ADV
aesr-1503	115	11	must	must	AUX
aesr-1503	115	12	be	be	AUX
aesr-1503	115	13	pre	pre	VERB
aesr-1503	115	14	-	-	VERB
aesr-1503	115	15	processed	processed	ADJ
aesr-1503	115	16	using	use	VERB
aesr-1503	115	17	the	the	DET
aesr-1503	115	18	mathematical	mathematical	ADJ
aesr-1503	115	19	manipulation	manipulation	NOUN
aesr-1503	115	20	of	of	ADP
aesr-1503	115	21	the	the	DET
aesr-1503	115	22	nir	nir	ADJ
aesr-1503	115	23	machine	machine	NOUN
aesr-1503	115	24	as	as	SCONJ
aesr-1503	115	25	follows	follow	VERB
aesr-1503	115	26	.	.	PUNCT
aesr-1503	116	1	the	the	DET
aesr-1503	116	2	spectral	spectral	ADJ
aesr-1503	116	3	data	datum	NOUN
aesr-1503	116	4	shown	show	VERB
aesr-1503	116	5	at	at	ADP
aesr-1503	116	6	figure-2	figure-2	PROPN
aesr-1503	116	7	below	below	ADV
aesr-1503	116	8	was	be	AUX
aesr-1503	116	9	pre	pre	ADJ
aesr-1503	116	10	-	-	VERB
aesr-1503	116	11	processed	processed	ADJ
aesr-1503	116	12	using	use	VERB
aesr-1503	116	13	chemometrics	chemometric	NOUN
aesr-1503	116	14	system	system	NOUN
aesr-1503	116	15	of	of	ADP
aesr-1503	116	16	ft	ft	PROPN
aesr-1503	116	17	-	-	PUNCT
aesr-1503	116	18	ir	ir	PROPN
aesr-1503	116	19	’s	’s	NOUN
aesr-1503	116	20	opus	opus	PROPN
aesr-1503	116	21	software	software	NOUN
aesr-1503	116	22	version	version	NOUN
aesr-1503	116	23	7.5.1	7.5.1	PROPN
aesr-1503	116	24	.	.	PUNCT
aesr-1503	117	1	therefore	therefore	ADV
aesr-1503	117	2	,	,	PUNCT
aesr-1503	117	3	first	first	ADJ
aesr-1503	117	4	derivative	derivative	ADJ
aesr-1503	117	5	plus	plus	CCONJ
aesr-1503	117	6	standard	standard	ADJ
aesr-1503	117	7	normal	normal	ADJ
aesr-1503	117	8	variate	variate	NOUN
aesr-1503	117	9	(	(	PUNCT
aesr-1503	117	10	1st	1st	NOUN
aesr-1503	117	11	d	d	PROPN
aesr-1503	117	12	/	/	SYM
aesr-1503	117	13	ve+snv	ve+snv	NOUN
aesr-1503	117	14	)	)	PUNCT
aesr-1503	117	15	transformations	transformation	NOUN
aesr-1503	117	16	,	,	PUNCT
aesr-1503	117	17	with	with	ADP
aesr-1503	117	18	17	17	NUM
aesr-1503	117	19	smoothing	smoothing	NOUN
aesr-1503	117	20	points	point	NOUN
aesr-1503	117	21	were	be	AUX
aesr-1503	117	22	found	find	VERB
aesr-1503	117	23	to	to	PART
aesr-1503	117	24	be	be	AUX
aesr-1503	117	25	the	the	DET
aesr-1503	117	26	best	good	ADJ
aesr-1503	117	27	method	method	NOUN
aesr-1503	117	28	for	for	ADP
aesr-1503	117	29	the	the	DET
aesr-1503	117	30	above	above	ADJ
aesr-1503	117	31	spectral	spectral	ADJ
aesr-1503	117	32	data	datum	NOUN
aesr-1503	117	33	treatment	treatment	NOUN
aesr-1503	117	34	/	/	SYM
aesr-1503	117	35	pre	pre	NOUN
aesr-1503	117	36	-	-	NOUN
aesr-1503	117	37	processing	processing	NOUN
aesr-1503	117	38	.	.	PUNCT
aesr-1503	118	1	the	the	DET
aesr-1503	118	2	above	above	ADJ
aesr-1503	118	3	figure	figure	NOUN
aesr-1503	118	4	1	1	NUM
aesr-1503	118	5	raw	raw	ADJ
aesr-1503	118	6	spectral	spectral	ADJ
aesr-1503	118	7	data	datum	NOUN
aesr-1503	118	8	was	be	AUX
aesr-1503	118	9	changed	change	VERB
aesr-1503	118	10	to	to	ADP
aesr-1503	118	11	the	the	DET
aesr-1503	118	12	spectral	spectral	ADJ
aesr-1503	118	13	data	datum	NOUN
aesr-1503	118	14	shown	show	VERB
aesr-1503	118	15	below	below	ADP
aesr-1503	118	16	in	in	ADP
aesr-1503	118	17	figure	figure	NOUN
aesr-1503	118	18	2	2	NUM
aesr-1503	118	19	.	.	PUNCT
aesr-1503	119	1	the	the	DET
aesr-1503	119	2	shape	shape	NOUN
aesr-1503	119	3	and	and	CCONJ
aesr-1503	119	4	the	the	DET
aesr-1503	119	5	resolution	resolution	NOUN
aesr-1503	119	6	of	of	ADP
aesr-1503	119	7	the	the	DET
aesr-1503	119	8	spectral	spectral	ADJ
aesr-1503	119	9	data	datum	NOUN
aesr-1503	119	10	was	be	AUX
aesr-1503	119	11	completely	completely	ADV
aesr-1503	119	12	changed	change	VERB
aesr-1503	119	13	as	as	SCONJ
aesr-1503	119	14	reflected	reflect	VERB
aesr-1503	119	15	below	below	ADV
aesr-1503	119	16	after	after	ADP
aesr-1503	119	17	preprocessed	preprocesse	VERB
aesr-1503	119	18	.	.	PUNCT
aesr-1503	120	1	so	so	ADV
aesr-1503	120	2	,	,	PUNCT
aesr-1503	120	3	the	the	DET
aesr-1503	120	4	main	main	ADJ
aesr-1503	120	5	objective	objective	NOUN
aesr-1503	120	6	of	of	ADP
aesr-1503	120	7	spectral	spectral	ADJ
aesr-1503	120	8	data	datum	NOUN
aesr-1503	120	9	pre	pre	ADJ
aesr-1503	120	10	-	-	ADJ
aesr-1503	120	11	processing	processing	NOUN
aesr-1503	120	12	was	be	AUX
aesr-1503	120	13	to	to	PART
aesr-1503	120	14	remove	remove	VERB
aesr-1503	120	15	biases	bias	NOUN
aesr-1503	120	16	,	,	PUNCT
aesr-1503	120	17	unwanted	unwanted	ADJ
aesr-1503	120	18	outliers	outlier	NOUN
aesr-1503	120	19	and	and	CCONJ
aesr-1503	120	20	increase	increase	VERB
aesr-1503	120	21	the	the	DET
aesr-1503	120	22	resolution	resolution	NOUN
aesr-1503	120	23	of	of	ADP
aesr-1503	120	24	overlapped	overlapped	ADJ
aesr-1503	120	25	wave	wave	NOUN
aesr-1503	120	26	length	length	NOUN
aesr-1503	120	27	bands	band	NOUN
aesr-1503	120	28	that	that	PRON
aesr-1503	120	29	could	could	AUX
aesr-1503	120	30	result	result	VERB
aesr-1503	120	31	errors	error	NOUN
aesr-1503	120	32	in	in	ADP
aesr-1503	120	33	development	development	NOUN
aesr-1503	120	34	of	of	ADP
aesr-1503	120	35	calibration	calibration	NOUN
aesr-1503	120	36	model	model	NOUN
aesr-1503	120	37	.	.	PUNCT
aesr-1503	121	1	figure-2	figure-2	X
aesr-1503	121	2	.	.	PUNCT
aesr-1503	122	1	samples	sample	NOUN
aesr-1503	122	2	pre	pre	ADJ
aesr-1503	122	3	-	-	ADJ
aesr-1503	122	4	processed	process	VERB
aesr-1503	122	5	spectral	spectral	ADJ
aesr-1503	122	6	data	datum	NOUN
aesr-1503	122	7	.	.	PUNCT
aesr-1503	123	1	2.5	2.5	NUM
aesr-1503	123	2	.	.	PUNCT
aesr-1503	124	1	developing	develop	VERB
aesr-1503	124	2	calibration	calibration	NOUN
aesr-1503	124	3	and	and	CCONJ
aesr-1503	124	4	validation	validation	NOUN
aesr-1503	124	5	the	the	DET
aesr-1503	124	6	laboratory	laboratory	NOUN
aesr-1503	124	7	reference	reference	NOUN
aesr-1503	124	8	data	datum	NOUN
aesr-1503	124	9	was	be	AUX
aesr-1503	124	10	correlated	correlate	VERB
aesr-1503	124	11	with	with	ADP
aesr-1503	124	12	spectral	spectral	ADJ
aesr-1503	124	13	data	datum	NOUN
aesr-1503	124	14	using	use	VERB
aesr-1503	124	15	the	the	DET
aesr-1503	124	16	software	software	NOUN
aesr-1503	124	17	opus	opus	NOUN
aesr-1503	124	18	version7.5.1	version7.5.1	PROPN
aesr-1503	124	19	of	of	ADP
aesr-1503	124	20	tango	tango	NOUN
aesr-1503	124	21	(	(	PUNCT
aesr-1503	124	22	bruker	bruker	NOUN
aesr-1503	124	23	,	,	PUNCT
aesr-1503	124	24	optics	optic	NOUN
aesr-1503	124	25	gmbh	gmbh	PROPN
aesr-1503	124	26	,	,	PUNCT
aesr-1503	124	27	germany	germany	PROPN
aesr-1503	124	28	)	)	PUNCT
aesr-1503	124	29	.	.	PUNCT
aesr-1503	125	1	in	in	ADP
aesr-1503	125	2	total	total	ADJ
aesr-1503	125	3	,	,	PUNCT
aesr-1503	125	4	120	120	NUM
aesr-1503	125	5	spectral	spectral	ADJ
aesr-1503	125	6	data	datum	NOUN
aesr-1503	125	7	were	be	AUX
aesr-1503	125	8	used	use	VERB
aesr-1503	125	9	for	for	ADP
aesr-1503	125	10	calibration	calibration	NOUN
aesr-1503	125	11	and	and	CCONJ
aesr-1503	125	12	validation	validation	NOUN
aesr-1503	125	13	.	.	PUNCT
aesr-1503	126	1	from	from	ADP
aesr-1503	126	2	120	120	NUM
aesr-1503	126	3	spectral	spectral	ADJ
aesr-1503	126	4	data	datum	NOUN
aesr-1503	126	5	,	,	PUNCT
aesr-1503	126	6	with	with	SCONJ
aesr-1503	126	7	approximately	approximately	ADV
aesr-1503	126	8	two	two	NUM
aesr-1503	126	9	thirds	third	NOUN
aesr-1503	126	10	of	of	ADP
aesr-1503	126	11	the	the	DET
aesr-1503	126	12	samples	sample	NOUN
aesr-1503	126	13	were	be	AUX
aesr-1503	126	14	used	use	VERB
aesr-1503	126	15	in	in	ADP
aesr-1503	126	16	the	the	DET
aesr-1503	126	17	calibration	calibration	NOUN
aesr-1503	126	18	set	set	VERB
aesr-1503	126	19	and	and	CCONJ
aesr-1503	126	20	one	one	NUM
aesr-1503	126	21	third	third	ADJ
aesr-1503	126	22	in	in	ADP
aesr-1503	126	23	the	the	DET
aesr-1503	126	24	validation	validation	NOUN
aesr-1503	126	25	set	set	NOUN
aesr-1503	126	26	.	.	PUNCT
aesr-1503	127	1	validation	validation	NOUN
aesr-1503	127	2	method	method	NOUN
aesr-1503	127	3	used	use	VERB
aesr-1503	127	4	to	to	PART
aesr-1503	127	5	check	check	VERB
aesr-1503	127	6	the	the	DET
aesr-1503	127	7	performance	performance	NOUN
aesr-1503	127	8	of	of	ADP
aesr-1503	127	9	the	the	DET
aesr-1503	127	10	calibration	calibration	NOUN
aesr-1503	127	11	model	model	NOUN
aesr-1503	127	12	was	be	AUX
aesr-1503	127	13	test	test	NOUN
aesr-1503	127	14	set	set	VERB
aesr-1503	127	15	validation	validation	NOUN
aesr-1503	127	16	method	method	NOUN
aesr-1503	127	17	.	.	PUNCT
aesr-1503	128	1	the	the	DET
aesr-1503	128	2	calibration	calibration	NOUN
aesr-1503	128	3	set	set	NOUN
aesr-1503	128	4	was	be	AUX
aesr-1503	128	5	checked	check	VERB
aesr-1503	128	6	to	to	PART
aesr-1503	128	7	cover	cover	VERB
aesr-1503	128	8	the	the	DET
aesr-1503	128	9	whole	whole	ADJ
aesr-1503	128	10	variation	variation	NOUN
aesr-1503	128	11	in	in	ADP
aesr-1503	128	12	terms	term	NOUN
aesr-1503	128	13	of	of	ADP
aesr-1503	128	14	spectral	spectral	ADJ
aesr-1503	128	15	data	datum	NOUN
aesr-1503	128	16	,	,	PUNCT
aesr-1503	128	17	traits	trait	NOUN
aesr-1503	128	18	and	and	CCONJ
aesr-1503	128	19	locations	location	NOUN
aesr-1503	128	20	.	.	PUNCT
aesr-1503	129	1	the	the	DET
aesr-1503	129	2	following	follow	VERB
aesr-1503	129	3	numbers	number	NOUN
aesr-1503	129	4	of	of	ADP
aesr-1503	129	5	factors	factor	NOUN
aesr-1503	129	6	were	be	AUX
aesr-1503	129	7	used	use	VERB
aesr-1503	129	8	for	for	ADP
aesr-1503	129	9	the	the	DET
aesr-1503	129	10	traits	trait	NOUN
aesr-1503	129	11	of	of	ADP
aesr-1503	129	12	interest	interest	NOUN
aesr-1503	129	13	:	:	PUNCT
aesr-1503	129	14	protein	protein	NOUN
aesr-1503	129	15	content	content	NOUN
aesr-1503	129	16	8	8	NUM
aesr-1503	129	17	,	,	PUNCT
aesr-1503	129	18	extract	extract	VERB
aesr-1503	129	19	content	content	NOUN
aesr-1503	129	20	8	8	NUM
aesr-1503	129	21	,	,	PUNCT
aesr-1503	129	22	friability	friability	NOUN
aesr-1503	129	23	9	9	NUM
aesr-1503	129	24	,	,	PUNCT
aesr-1503	129	25	ß	ß	X
aesr-1503	129	26	-	-	NOUN
aesr-1503	129	27	glucan	glucan	NOUN
aesr-1503	129	28	10	10	NUM
aesr-1503	129	29	and	and	CCONJ
aesr-1503	129	30	dry	dry	ADJ
aesr-1503	129	31	mater	mater	NOUN
aesr-1503	129	32	10.the	10.the	PRON
aesr-1503	129	33	calibration	calibration	NOUN
aesr-1503	129	34	model	model	NOUN
aesr-1503	129	35	result	result	NOUN
aesr-1503	129	36	was	be	AUX
aesr-1503	129	37	evaluated	evaluate	VERB
aesr-1503	129	38	by	by	ADP
aesr-1503	129	39	using	use	VERB
aesr-1503	129	40	opus	opus	PROPN
aesr-1503	129	41	software	software	NOUN
aesr-1503	129	42	statistical	statistical	ADJ
aesr-1503	129	43	systems	system	NOUN
aesr-1503	129	44	(	(	PUNCT
aesr-1503	129	45	chemometrics	chemometric	NOUN
aesr-1503	129	46	)	)	PUNCT
aesr-1503	130	1	[	[	X
aesr-1503	130	2	13	13	NUM
aesr-1503	130	3	]	]	PUNCT
aesr-1503	130	4	.	.	PUNCT
aesr-1503	131	1	2.6	2.6	NUM
aesr-1503	131	2	.	.	PUNCT
aesr-1503	132	1	calibration	calibration	NOUN
aesr-1503	132	2	model	model	NOUN
aesr-1503	132	3	statistical	statistical	ADJ
aesr-1503	132	4	evaluation	evaluation	NOUN
aesr-1503	132	5	statistical	statistical	ADJ
aesr-1503	132	6	tools	tool	NOUN
aesr-1503	132	7	were	be	AUX
aesr-1503	132	8	used	use	VERB
aesr-1503	132	9	to	to	PART
aesr-1503	132	10	evaluate	evaluate	VERB
aesr-1503	132	11	the	the	DET
aesr-1503	132	12	efficiency	efficiency	NOUN
aesr-1503	132	13	of	of	ADP
aesr-1503	132	14	nir	nir	ADJ
aesr-1503	132	15	calibrations	calibration	NOUN
aesr-1503	132	16	and	and	CCONJ
aesr-1503	132	17	various	various	ADJ
aesr-1503	132	18	terms	term	NOUN
aesr-1503	132	19	are	be	AUX
aesr-1503	132	20	important	important	ADJ
aesr-1503	132	21	in	in	ADP
aesr-1503	132	22	understanding	understand	VERB
aesr-1503	132	23	the	the	DET
aesr-1503	132	24	performance	performance	NOUN
aesr-1503	132	25	of	of	ADP
aesr-1503	132	26	a	a	DET
aesr-1503	132	27	calibration	calibration	NOUN
aesr-1503	132	28	model	model	NOUN
aesr-1503	132	29	as	as	SCONJ
aesr-1503	132	30	described	describe	VERB
aesr-1503	132	31	by	by	ADP
aesr-1503	132	32	williams	williams	PROPN
aesr-1503	133	1	[	[	X
aesr-1503	133	2	14	14	NUM
aesr-1503	133	3	]	]	PUNCT
aesr-1503	133	4	.	.	PUNCT
aesr-1503	134	1	this	this	PRON
aesr-1503	134	2	includes	include	VERB
aesr-1503	134	3	statistics	statistic	NOUN
aesr-1503	134	4	of	of	ADP
aesr-1503	134	5	calibration	calibration	NOUN
aesr-1503	134	6	as	as	ADV
aesr-1503	134	7	well	well	ADV
aesr-1503	134	8	as	as	ADP
aesr-1503	134	9	statistics	statistic	NOUN
aesr-1503	134	10	of	of	ADP
aesr-1503	134	11	validation	validation	NOUN
aesr-1503	134	12	.	.	PUNCT
aesr-1503	135	1	for	for	ADP
aesr-1503	135	2	developing	develop	VERB
aesr-1503	135	3	calibration	calibration	NOUN
aesr-1503	135	4	model	model	NOUN
aesr-1503	135	5	a	a	DET
aesr-1503	135	6	partial	partial	ADJ
aesr-1503	135	7	least	least	ADJ
aesr-1503	135	8	square	square	ADJ
aesr-1503	135	9	(	(	PUNCT
aesr-1503	135	10	pls	pls	INTJ
aesr-1503	135	11	)	)	PUNCT
aesr-1503	135	12	regression	regression	NOUN
aesr-1503	135	13	was	be	AUX
aesr-1503	135	14	used	use	VERB
aesr-1503	135	15	which	which	PRON
aesr-1503	135	16	was	be	AUX
aesr-1503	135	17	performed	perform	VERB
aesr-1503	135	18	using	use	VERB
aesr-1503	135	19	opus	opus	NOUN
aesr-1503	135	20	software	software	NOUN
aesr-1503	135	21	.	.	PUNCT
aesr-1503	136	1	the	the	DET
aesr-1503	136	2	coefficient	coefficient	NOUN
aesr-1503	136	3	of	of	ADP
aesr-1503	136	4	determination	determination	NOUN
aesr-1503	136	5	(	(	PUNCT
aesr-1503	136	6	r2	r2	PROPN
aesr-1503	136	7	)	)	PUNCT
aesr-1503	136	8	,	,	PUNCT
aesr-1503	136	9	root	root	NOUN
aesr-1503	136	10	mean	mean	VERB
aesr-1503	136	11	square	square	ADJ
aesr-1503	136	12	error	error	NOUN
aesr-1503	136	13	estimation	estimation	NOUN
aesr-1503	136	14	(	(	PUNCT
aesr-1503	136	15	rmsee	rmsee	NOUN
aesr-1503	136	16	)	)	PUNCT
aesr-1503	136	17	,	,	PUNCT
aesr-1503	136	18	root	root	NOUN
aesr-1503	136	19	mean	mean	VERB
aesr-1503	136	20	square	square	ADJ
aesr-1503	136	21	error	error	NOUN
aesr-1503	136	22	of	of	ADP
aesr-1503	136	23	prediction	prediction	NOUN
aesr-1503	136	24	(	(	PUNCT
aesr-1503	136	25	rmsep),ratio	rmsep),ratio	NOUN
aesr-1503	136	26	of	of	ADP
aesr-1503	136	27	performance	performance	NOUN
aesr-1503	136	28	to	to	ADP
aesr-1503	136	29	deviation	deviation	NOUN
aesr-1503	136	30	(	(	PUNCT
aesr-1503	136	31	rpd	rpd	PROPN
aesr-1503	136	32	)	)	PUNCT
aesr-1503	136	33	,	,	PUNCT
aesr-1503	136	34	standard	standard	ADJ
aesr-1503	136	35	deviation	deviation	NOUN
aesr-1503	136	36	(	(	PUNCT
aesr-1503	136	37	sd	sd	NOUN
aesr-1503	136	38	)	)	PUNCT
aesr-1503	136	39	and	and	CCONJ
aesr-1503	136	40	standard	standard	ADJ
aesr-1503	136	41	error	error	NOUN
aesr-1503	136	42	of	of	ADP
aesr-1503	136	43	prediction	prediction	NOUN
aesr-1503	136	44	)	)	PUNCT
aesr-1503	136	45	good	good	ADJ
aesr-1503	136	46	parameters	parameter	NOUN
aesr-1503	136	47	to	to	PART
aesr-1503	136	48	evaluate	evaluate	VERB
aesr-1503	136	49	the	the	DET
aesr-1503	136	50	model	model	NOUN
aesr-1503	136	51	performance	performance	NOUN
aesr-1503	136	52	depending	depend	VERB
aesr-1503	136	53	on	on	ADP
aesr-1503	136	54	the	the	DET
aesr-1503	136	55	reference	reference	NOUN
aesr-1503	136	56	data	datum	NOUN
aesr-1503	136	57	and	and	CCONJ
aesr-1503	136	58	spectra	spectra	NOUN
aesr-1503	136	59	.	.	PUNCT
aesr-1503	137	1	the	the	DET
aesr-1503	137	2	calibration	calibration	NOUN
aesr-1503	137	3	was	be	AUX
aesr-1503	137	4	automatically	automatically	ADV
aesr-1503	137	5	tested	test	VERB
aesr-1503	137	6	by	by	ADP
aesr-1503	137	7	test	test	NOUN
aesr-1503	137	8	set	set	VERB
aesr-1503	137	9	validation	validation	NOUN
aesr-1503	137	10	method	method	NOUN
aesr-1503	137	11	.	.	PUNCT
aesr-1503	138	1	the	the	DET
aesr-1503	138	2	final	final	ADJ
aesr-1503	138	3	calibration	calibration	NOUN
aesr-1503	138	4	was	be	AUX
aesr-1503	138	5	determined	determine	VERB
aesr-1503	138	6	from	from	ADP
aesr-1503	138	7	an	an	DET
aesr-1503	138	8	optimization	optimization	NOUN
aesr-1503	138	9	routine	routine	NOUN
aesr-1503	138	10	of	of	ADP
aesr-1503	138	11	opus	opus	NOUN
aesr-1503	138	12	after	after	ADP
aesr-1503	138	13	the	the	DET
aesr-1503	138	14	removal	removal	NOUN
aesr-1503	138	15	of	of	ADP
aesr-1503	138	16	the	the	DET
aesr-1503	138	17	outliers	outlier	NOUN
aesr-1503	138	18	.	.	PUNCT
aesr-1503	139	1	during	during	ADP
aesr-1503	139	2	the	the	DET
aesr-1503	139	3	optimization	optimization	NOUN
aesr-1503	139	4	step	step	NOUN
aesr-1503	139	5	,	,	PUNCT
aesr-1503	139	6	various	various	ADJ
aesr-1503	139	7	frequency	frequency	NOUN
aesr-1503	139	8	regions	region	NOUN
aesr-1503	139	9	and	and	CCONJ
aesr-1503	139	10	also	also	ADV
aesr-1503	139	11	spectral	spectral	ADJ
aesr-1503	139	12	pre	pre	NOUN
aesr-1503	139	13	-	-	NOUN
aesr-1503	139	14	treatments	treatment	NOUN
aesr-1503	139	15	was	be	AUX
aesr-1503	139	16	systemically	systemically	ADV
aesr-1503	139	17	tested	test	VERB
aesr-1503	139	18	to	to	PART
aesr-1503	139	19	determine	determine	VERB
aesr-1503	139	20	the	the	DET
aesr-1503	139	21	optimal	optimal	ADJ
aesr-1503	139	22	calibration	calibration	NOUN
aesr-1503	139	23	that	that	PRON
aesr-1503	139	24	was	be	AUX
aesr-1503	139	25	directly	directly	ADV
aesr-1503	139	26	stored	store	VERB
aesr-1503	139	27	in	in	ADP
aesr-1503	139	28	the	the	DET
aesr-1503	139	29	device	device	NOUN
aesr-1503	139	30	memory	memory	NOUN
aesr-1503	139	31	for	for	ADP
aesr-1503	139	32	future	future	ADJ
aesr-1503	139	33	quantitative	quantitative	ADJ
aesr-1503	139	34	analysis	analysis	NOUN
aesr-1503	139	35	as	as	SCONJ
aesr-1503	139	36	used	use	VERB
aesr-1503	139	37	by	by	ADP
aesr-1503	139	38	krapf	krapf	PROPN
aesr-1503	139	39	,	,	PUNCT
aesr-1503	139	40	et	et	PROPN
aesr-1503	139	41	al	al	PROPN
aesr-1503	139	42	.	.	PUNCT
aesr-1503	140	1	[	[	X
aesr-1503	140	2	13	13	NUM
aesr-1503	140	3	]	]	PUNCT
aesr-1503	140	4	.	.	PUNCT
aesr-1503	141	1	3	3	X
aesr-1503	141	2	.	.	NOUN
aesr-1503	141	3	results	result	NOUN
aesr-1503	141	4	and	and	CCONJ
aesr-1503	141	5	discussion	discussion	NOUN
aesr-1503	141	6	calibration	calibration	NOUN
aesr-1503	141	7	model	model	NOUN
aesr-1503	141	8	development	development	NOUN
aesr-1503	141	9	highly	highly	ADV
aesr-1503	141	10	depends	depend	VERB
aesr-1503	141	11	on	on	ADP
aesr-1503	141	12	selecting	select	VERB
aesr-1503	141	13	a	a	DET
aesr-1503	141	14	set	set	NOUN
aesr-1503	141	15	of	of	ADP
aesr-1503	141	16	good	good	ADJ
aesr-1503	141	17	calibration	calibration	NOUN
aesr-1503	141	18	samples	sample	NOUN
aesr-1503	141	19	data	datum	NOUN
aesr-1503	141	20	obtained	obtain	VERB
aesr-1503	141	21	by	by	ADP
aesr-1503	141	22	wet	wet	ADJ
aesr-1503	141	23	chemistry	chemistry	NOUN
aesr-1503	141	24	analysis	analysis	NOUN
aesr-1503	141	25	method	method	NOUN
aesr-1503	141	26	.	.	PUNCT
aesr-1503	142	1	the	the	DET
aesr-1503	142	2	set	set	NOUN
aesr-1503	142	3	of	of	ADP
aesr-1503	142	4	calibration	calibration	NOUN
aesr-1503	142	5	samples	sample	NOUN
aesr-1503	142	6	used	use	VERB
aesr-1503	142	7	in	in	ADP
aesr-1503	142	8	this	this	DET
aesr-1503	142	9	study	study	NOUN
aesr-1503	142	10	also	also	ADV
aesr-1503	142	11	contained	contain	VERB
aesr-1503	142	12	the	the	DET
aesr-1503	142	13	range	range	NOUN
aesr-1503	142	14	of	of	ADP
aesr-1503	142	15	chemical	chemical	NOUN
aesr-1503	142	16	and	and	CCONJ
aesr-1503	142	17	physical	physical	ADJ
aesr-1503	142	18	variations	variation	NOUN
aesr-1503	142	19	for	for	ADP
aesr-1503	142	20	which	which	PRON
aesr-1503	142	21	calibration	calibration	NOUN
aesr-1503	142	22	model	model	NOUN
aesr-1503	142	23	was	be	AUX
aesr-1503	142	24	applied	apply	VERB
aesr-1503	142	25	.	.	PUNCT
aesr-1503	143	1	accordingly	accordingly	ADV
aesr-1503	143	2	,	,	PUNCT
aesr-1503	143	3	the	the	DET
aesr-1503	143	4	calibration	calibration	NOUN
aesr-1503	143	5	experiment	experiment	NOUN
aesr-1503	143	6	was	be	AUX
aesr-1503	143	7	established	establish	VERB
aesr-1503	143	8	using	use	VERB
aesr-1503	143	9	a	a	DET
aesr-1503	143	10	mathematical	mathematical	ADJ
aesr-1503	143	11	relationship	relationship	NOUN
aesr-1503	143	12	between	between	ADP
aesr-1503	143	13	the	the	DET
aesr-1503	143	14	nir	nir	ADJ
aesr-1503	143	15	spectrum	spectrum	NOUN
aesr-1503	143	16	and	and	CCONJ
aesr-1503	143	17	physical	physical	ADJ
aesr-1503	143	18	/	/	SYM
aesr-1503	143	19	chemical	chemical	NOUN
aesr-1503	143	20	properties	property	NOUN
aesr-1503	143	21	determined	determine	VERB
aesr-1503	143	22	by	by	ADP
aesr-1503	143	23	reference	reference	NOUN
aesr-1503	143	24	methods	method	NOUN
aesr-1503	143	25	.	.	PUNCT
aesr-1503	144	1	similarly	similarly	ADV
aesr-1503	144	2	,	,	PUNCT
aesr-1503	144	3	comparing	compare	VERB
aesr-1503	144	4	the	the	DET
aesr-1503	144	5	chemical	chemical	NOUN
aesr-1503	144	6	reference	reference	NOUN
aesr-1503	144	7	data	datum	NOUN
aesr-1503	144	8	variability	variability	NOUN
aesr-1503	144	9	and	and	CCONJ
aesr-1503	144	10	model	model	NOUN
aesr-1503	144	11	accuracy	accuracy	NOUN
aesr-1503	144	12	is	be	AUX
aesr-1503	144	13	vital	vital	ADJ
aesr-1503	144	14	point	point	NOUN
aesr-1503	144	15	.	.	PUNCT
aesr-1503	145	1	3.1	3.1	NUM
aesr-1503	145	2	.	.	PUNCT
aesr-1503	145	3	calibration	calibration	NOUN
aesr-1503	145	4	model	model	PROPN
aesr-1503	145	5	nirs	nirs	PROPN
aesr-1503	145	6	calibration	calibration	NOUN
aesr-1503	145	7	models	model	NOUN
aesr-1503	145	8	were	be	AUX
aesr-1503	145	9	developed	develop	VERB
aesr-1503	145	10	for	for	ADP
aesr-1503	145	11	five	five	NUM
aesr-1503	145	12	barley	barley	NOUN
aesr-1503	145	13	traits	trait	NOUN
aesr-1503	145	14	determining	determine	VERB
aesr-1503	145	15	quality	quality	NOUN
aesr-1503	145	16	for	for	ADP
aesr-1503	145	17	malt	malt	NOUN
aesr-1503	145	18	and	and	CCONJ
aesr-1503	145	19	food	food	NOUN
aesr-1503	145	20	use	use	NOUN
aesr-1503	145	21	.	.	PUNCT
aesr-1503	146	1	the	the	DET
aesr-1503	146	2	model	model	NOUN
aesr-1503	146	3	performance	performance	NOUN
aesr-1503	146	4	was	be	AUX
aesr-1503	146	5	assessed	assess	VERB
aesr-1503	146	6	by	by	ADP
aesr-1503	146	7	the	the	DET
aesr-1503	146	8	following	follow	VERB
aesr-1503	146	9	parameters	parameter	NOUN
aesr-1503	146	10	:	:	PUNCT
aesr-1503	146	11	coefficient	coefficient	NOUN
aesr-1503	146	12	of	of	ADP
aesr-1503	146	13	determination	determination	NOUN
aesr-1503	146	14	of	of	ADP
aesr-1503	146	15	the	the	DET
aesr-1503	146	16	calibration	calibration	NOUN
aesr-1503	146	17	(	(	PUNCT
aesr-1503	146	18	r²c	r²c	NOUN
aesr-1503	146	19	)	)	PUNCT
aesr-1503	146	20	and	and	CCONJ
aesr-1503	146	21	validation	validation	NOUN
aesr-1503	146	22	set	set	NOUN
aesr-1503	146	23	(	(	PUNCT
aesr-1503	146	24	r²v	r²v	NOUN
aesr-1503	146	25	)	)	PUNCT
aesr-1503	146	26	,	,	PUNCT
aesr-1503	146	27	standard	standard	ADJ
aesr-1503	146	28	errors	error	NOUN
aesr-1503	146	29	of	of	ADP
aesr-1503	146	30	prediction	prediction	NOUN
aesr-1503	146	31	(	(	PUNCT
aesr-1503	146	32	sep	sep	NOUN
aesr-1503	146	33	)	)	PUNCT
aesr-1503	146	34	as	as	ADV
aesr-1503	146	35	well	well	ADV
aesr-1503	146	36	as	as	ADP
aesr-1503	146	37	root	root	NOUN
aesr-1503	146	38	mean	mean	VERB
aesr-1503	146	39	square	square	ADJ
aesr-1503	146	40	error	error	NOUN
aesr-1503	146	41	of	of	ADP
aesr-1503	146	42	prediction	prediction	NOUN
aesr-1503	146	43	(	(	PUNCT
aesr-1503	146	44	rmsep	rmsep	NOUN
aesr-1503	146	45	)	)	PUNCT
aesr-1503	146	46	.	.	PUNCT
aesr-1503	147	1	the	the	DET
aesr-1503	147	2	rpdv	rpdv	NOUN
aesr-1503	147	3	value	value	NOUN
aesr-1503	147	4	indicates	indicate	VERB
aesr-1503	147	5	the	the	DET
aesr-1503	147	6	suitability	suitability	NOUN
aesr-1503	147	7	of	of	ADP
aesr-1503	147	8	the	the	DET
aesr-1503	147	9	calibration	calibration	NOUN
aesr-1503	147	10	for	for	ADP
aesr-1503	147	11	the	the	DET
aesr-1503	147	12	prediction	prediction	NOUN
aesr-1503	147	13	.	.	PUNCT
aesr-1503	148	1	with	with	ADP
aesr-1503	148	2	a	a	DET
aesr-1503	148	3	higher	high	ADJ
aesr-1503	148	4	rpdv	rpdv	NOUN
aesr-1503	148	5	value	value	NOUN
aesr-1503	148	6	the	the	DET
aesr-1503	148	7	calibration	calibration	NOUN
aesr-1503	148	8	will	will	AUX
aesr-1503	148	9	more	more	ADV
aesr-1503	148	10	likely	likely	ADV
aesr-1503	148	11	be	be	AUX
aesr-1503	148	12	able	able	ADJ
aesr-1503	148	13	to	to	PART
aesr-1503	148	14	predict	predict	VERB
aesr-1503	148	15	the	the	DET
aesr-1503	148	16	right	right	ADJ
aesr-1503	148	17	sample	sample	NOUN
aesr-1503	148	18	values	value	NOUN
aesr-1503	148	19	.	.	PUNCT
aesr-1503	149	1	according	accord	VERB
aesr-1503	149	2	to	to	ADP
aesr-1503	149	3	the	the	DET
aesr-1503	149	4	generally	generally	ADV
aesr-1503	149	5	used	use	VERB
aesr-1503	149	6	classification	classification	NOUN
aesr-1503	149	7	in	in	ADP
aesr-1503	149	8	agriculture	agriculture	NOUN
aesr-1503	149	9	based	base	VERB
aesr-1503	149	10	on	on	ADP
aesr-1503	149	11	rpdv	rpdv	NOUN
aesr-1503	149	12	-	-	PUNCT
aesr-1503	149	13	values	value	NOUN
aesr-1503	149	14	and	and	CCONJ
aesr-1503	149	15	r2	r2	PROPN
aesr-1503	149	16	c	c	NOUN
aesr-1503	149	17	-	-	PUNCT
aesr-1503	149	18	values	value	NOUN
aesr-1503	149	19	,	,	PUNCT
aesr-1503	149	20	the	the	DET
aesr-1503	149	21	calibration	calibration	NOUN
aesr-1503	149	22	for	for	ADP
aesr-1503	149	23	protein	protein	NOUN
aesr-1503	149	24	can	can	AUX
aesr-1503	149	25	be	be	AUX
aesr-1503	149	26	regarded	regard	VERB
aesr-1503	149	27	as	as	ADP
aesr-1503	149	28	successful	successful	ADJ
aesr-1503	149	29	calibration	calibration	NOUN
aesr-1503	149	30	[	[	X
aesr-1503	149	31	15	15	NUM
aesr-1503	149	32	]	]	PUNCT
aesr-1503	149	33	.	.	PUNCT
aesr-1503	150	1	agriculture	agriculture	NOUN
aesr-1503	150	2	and	and	CCONJ
aesr-1503	150	3	food	food	NOUN
aesr-1503	150	4	sciences	sciences	PROPN
aesr-1503	150	5	research	research	NOUN
aesr-1503	150	6	,	,	PUNCT
aesr-1503	150	7	2020	2020	NUM
aesr-1503	150	8	,	,	PUNCT
aesr-1503	150	9	7(1	7(1	NUM
aesr-1503	150	10	):	):	PUNCT
aesr-1503	150	11	38	38	NUM
aesr-1503	150	12	-	-	SYM
aesr-1503	150	13	45	45	NUM
aesr-1503	150	14	42	42	NUM
aesr-1503	150	15	©	©	PROPN
aesr-1503	150	16	2020	2020	NUM
aesr-1503	150	17	by	by	ADP
aesr-1503	150	18	the	the	DET
aesr-1503	150	19	authors	author	NOUN
aesr-1503	150	20	;	;	PUNCT
aesr-1503	150	21	licensee	licensee	PROPN
aesr-1503	150	22	asian	asian	ADJ
aesr-1503	150	23	online	online	PROPN
aesr-1503	150	24	journal	journal	PROPN
aesr-1503	150	25	publishing	publishing	NOUN
aesr-1503	150	26	group	group	NOUN
aesr-1503	150	27	the	the	DET
aesr-1503	150	28	calibration	calibration	NOUN
aesr-1503	150	29	and	and	CCONJ
aesr-1503	150	30	validation	validation	NOUN
aesr-1503	150	31	statistical	statistical	ADJ
aesr-1503	150	32	description	description	NOUN
aesr-1503	150	33	was	be	AUX
aesr-1503	150	34	very	very	ADV
aesr-1503	150	35	important	important	ADJ
aesr-1503	150	36	to	to	PART
aesr-1503	150	37	see	see	VERB
aesr-1503	150	38	the	the	DET
aesr-1503	150	39	feasibility	feasibility	NOUN
aesr-1503	150	40	of	of	ADP
aesr-1503	150	41	each	each	DET
aesr-1503	150	42	traits	trait	NOUN
aesr-1503	150	43	data	datum	NOUN
aesr-1503	150	44	to	to	PART
aesr-1503	150	45	build	build	VERB
aesr-1503	150	46	calibration	calibration	NOUN
aesr-1503	150	47	model	model	NOUN
aesr-1503	150	48	.	.	PUNCT
aesr-1503	151	1	table	table	NOUN
aesr-1503	151	2	1	1	NUM
aesr-1503	151	3	implies	imply	VERB
aesr-1503	151	4	the	the	DET
aesr-1503	151	5	general	general	ADJ
aesr-1503	151	6	features	feature	NOUN
aesr-1503	151	7	of	of	ADP
aesr-1503	151	8	descriptive	descriptive	ADJ
aesr-1503	151	9	statistics	statistic	NOUN
aesr-1503	151	10	of	of	ADP
aesr-1503	151	11	traits	trait	NOUN
aesr-1503	151	12	to	to	PART
aesr-1503	151	13	detect	detect	VERB
aesr-1503	151	14	the	the	DET
aesr-1503	151	15	right	right	ADJ
aesr-1503	151	16	data	datum	NOUN
aesr-1503	151	17	variability	variability	NOUN
aesr-1503	151	18	for	for	ADP
aesr-1503	151	19	developing	develop	VERB
aesr-1503	151	20	strong	strong	ADJ
aesr-1503	151	21	calibration	calibration	NOUN
aesr-1503	151	22	model	model	NOUN
aesr-1503	151	23	.	.	PUNCT
aesr-1503	152	1	good	good	ADJ
aesr-1503	152	2	data	datum	NOUN
aesr-1503	152	3	variability	variability	NOUN
aesr-1503	152	4	was	be	AUX
aesr-1503	152	5	observed	observe	VERB
aesr-1503	152	6	in	in	ADP
aesr-1503	152	7	all	all	DET
aesr-1503	152	8	traits	trait	NOUN
aesr-1503	152	9	except	except	SCONJ
aesr-1503	152	10	for	for	SCONJ
aesr-1503	152	11	dm	dm	PRON
aesr-1503	152	12	as	as	SCONJ
aesr-1503	152	13	shown	show	VERB
aesr-1503	152	14	in	in	ADP
aesr-1503	152	15	table	table	NOUN
aesr-1503	152	16	1	1	NUM
aesr-1503	152	17	below	below	ADV
aesr-1503	152	18	.	.	PUNCT
aesr-1503	153	1	therefore	therefore	ADV
aesr-1503	153	2	,	,	PUNCT
aesr-1503	153	3	expected	expect	VERB
aesr-1503	153	4	calibration	calibration	NOUN
aesr-1503	153	5	model	model	NOUN
aesr-1503	153	6	is	be	AUX
aesr-1503	153	7	good	good	ADJ
aesr-1503	153	8	for	for	ADP
aesr-1503	153	9	all	all	DET
aesr-1503	153	10	traits	trait	NOUN
aesr-1503	153	11	if	if	SCONJ
aesr-1503	153	12	could	could	AUX
aesr-1503	153	13	not	not	PART
aesr-1503	153	14	be	be	AUX
aesr-1503	153	15	strong	strong	ADJ
aesr-1503	153	16	model	model	NOUN
aesr-1503	153	17	for	for	ADP
aesr-1503	153	18	dm	dm	PRON
aesr-1503	153	19	only	only	ADV
aesr-1503	153	20	i.e.	i.e.	X
aesr-1503	153	21	not	not	PART
aesr-1503	153	22	implying	imply	VERB
aesr-1503	153	23	the	the	DET
aesr-1503	153	24	good	good	ADJ
aesr-1503	153	25	fitness	fitness	NOUN
aesr-1503	153	26	between	between	ADP
aesr-1503	153	27	reference	reference	NOUN
aesr-1503	153	28	data	datum	NOUN
aesr-1503	153	29	and	and	CCONJ
aesr-1503	153	30	spectral	spectral	ADJ
aesr-1503	153	31	data	datum	NOUN
aesr-1503	153	32	,	,	PUNCT
aesr-1503	153	33	it	it	PRON
aesr-1503	153	34	is	be	AUX
aesr-1503	153	35	all	all	ADV
aesr-1503	153	36	about	about	ADJ
aesr-1503	153	37	to	to	PART
aesr-1503	153	38	capture	capture	VERB
aesr-1503	153	39	the	the	DET
aesr-1503	153	40	range	range	NOUN
aesr-1503	153	41	of	of	ADP
aesr-1503	153	42	traits	trait	NOUN
aesr-1503	153	43	value	value	NOUN
aesr-1503	153	44	obtained	obtain	VERB
aesr-1503	153	45	from	from	ADP
aesr-1503	153	46	different	different	ADJ
aesr-1503	153	47	barley	barley	NOUN
aesr-1503	153	48	samples	sample	NOUN
aesr-1503	153	49	.	.	PUNCT
aesr-1503	154	1	table-1	table-1	NUM
aesr-1503	154	2	.	.	PUNCT
aesr-1503	154	3	descriptive	descriptive	ADJ
aesr-1503	154	4	statistics	statistic	NOUN
aesr-1503	154	5	for	for	ADP
aesr-1503	154	6	calibration	calibration	NOUN
aesr-1503	154	7	and	and	CCONJ
aesr-1503	154	8	validation	validation	NOUN
aesr-1503	154	9	.	.	PUNCT
aesr-1503	155	1	calibration	calibration	NOUN
aesr-1503	155	2	data	data	PROPN
aesr-1503	155	3	validation	validation	NOUN
aesr-1503	155	4	data	datum	NOUN
aesr-1503	155	5	traits	trait	NOUN
aesr-1503	155	6	units	unit	NOUN
aesr-1503	155	7	mean	mean	VERB
aesr-1503	155	8	range	range	NOUN
aesr-1503	155	9	sd	sd	ADP
aesr-1503	155	10	nc	nc	PROPN
aesr-1503	155	11	mean	mean	PROPN
aesr-1503	155	12	range	range	NOUN
aesr-1503	155	13	sd	sd	ADP
aesr-1503	155	14	nv	nv	PROPN
aesr-1503	155	15	extract	extract	VERB
aesr-1503	155	16	%	%	NOUN
aesr-1503	155	17	78.1	78.1	NUM
aesr-1503	155	18	73	73	NUM
aesr-1503	155	19	-	-	SYM
aesr-1503	155	20	83.5	83.5	NUM
aesr-1503	155	21	2.93	2.93	NUM
aesr-1503	155	22	120	120	NUM
aesr-1503	155	23	78.1	78.1	NUM
aesr-1503	155	24	69.9	69.9	NUM
aesr-1503	155	25	-	-	SYM
aesr-1503	155	26	84	84	NUM
aesr-1503	155	27	3.12	3.12	NUM
aesr-1503	155	28	60	60	NUM
aesr-1503	155	29	protein	protein	NOUN
aesr-1503	155	30	%	%	NOUN
aesr-1503	155	31	10.4	10.4	NUM
aesr-1503	155	32	7	7	NUM
aesr-1503	155	33	-	-	SYM
aesr-1503	155	34	14.1	14.1	NUM
aesr-1503	155	35	1.88	1.88	NUM
aesr-1503	155	36	120	120	NUM
aesr-1503	155	37	10.5	10.5	NUM
aesr-1503	155	38	6.8	6.8	NUM
aesr-1503	155	39	-	-	SYM
aesr-1503	155	40	13.3	13.3	NUM
aesr-1503	155	41	2.08	2.08	NUM
aesr-1503	155	42	60	60	NUM
aesr-1503	156	1	friability	friability	NOUN
aesr-1503	157	1	%	%	NOUN
aesr-1503	157	2	61.0	61.0	NUM
aesr-1503	157	3	29	29	NUM
aesr-1503	157	4	-	-	SYM
aesr-1503	157	5	97	97	NUM
aesr-1503	157	6	18.96	18.96	NUM
aesr-1503	157	7	120	120	NUM
aesr-1503	157	8	59	59	NUM
aesr-1503	157	9	20	20	NUM
aesr-1503	157	10	-	-	SYM
aesr-1503	157	11	98	98	NUM
aesr-1503	157	12	22.13	22.13	NUM
aesr-1503	157	13	60	60	NUM
aesr-1503	157	14	β	β	NOUN
aesr-1503	157	15	-	-	NOUN
aesr-1503	157	16	glucan	glucan	NOUN
aesr-1503	157	17	mg	mg	PROPN
aesr-1503	157	18	/	/	SYM
aesr-1503	157	19	l	l	NOUN
aesr-1503	157	20	685.0	685.0	NUM
aesr-1503	157	21	158	158	NUM
aesr-1503	157	22	-	-	SYM
aesr-1503	157	23	1000	1000	NUM
aesr-1503	157	24	279.5	279.5	NUM
aesr-1503	157	25	120	120	NUM
aesr-1503	157	26	699	699	NUM
aesr-1503	157	27	50	50	NUM
aesr-1503	157	28	-	-	SYM
aesr-1503	157	29	1000	1000	NUM
aesr-1503	157	30	358.6	358.6	NUM
aesr-1503	157	31	60	60	NUM
aesr-1503	157	32	dm	dm	NUM
aesr-1503	157	33	%	%	NOUN
aesr-1503	157	34	91.34	91.34	NUM
aesr-1503	157	35	90.6	90.6	NUM
aesr-1503	157	36	-	-	SYM
aesr-1503	157	37	92.3	92.3	NUM
aesr-1503	157	38	0.4	0.4	NUM
aesr-1503	157	39	120	120	NUM
aesr-1503	157	40	91.28	91.28	NUM
aesr-1503	157	41	90.8	90.8	NUM
aesr-1503	157	42	-	-	SYM
aesr-1503	157	43	91.9	91.9	NUM
aesr-1503	157	44	0.26	0.26	NUM
aesr-1503	157	45	60	60	NUM
aesr-1503	157	46	note	note	NOUN
aesr-1503	157	47	:	:	PUNCT
aesr-1503	157	48	dm	dm	NUM
aesr-1503	157	49	=	=	SYM
aesr-1503	157	50	dry	dry	ADJ
aesr-1503	157	51	matter	matter	NOUN
aesr-1503	157	52	;	;	PUNCT
aesr-1503	157	53	sd	sd	NOUN
aesr-1503	157	54	=	=	SYM
aesr-1503	157	55	standard	standard	ADJ
aesr-1503	157	56	deviation	deviation	NOUN
aesr-1503	157	57	;	;	PUNCT
aesr-1503	157	58	nc	nc	PROPN
aesr-1503	157	59	=	=	PROPN
aesr-1503	157	60	no	no	PROPN
aesr-1503	157	61	of	of	ADP
aesr-1503	157	62	spectral	spectral	ADJ
aesr-1503	157	63	data	datum	NOUN
aesr-1503	157	64	used	use	VERB
aesr-1503	157	65	for	for	ADP
aesr-1503	157	66	calibration	calibration	NOUN
aesr-1503	157	67	;	;	PUNCT
aesr-1503	157	68	nv	nv	PROPN
aesr-1503	157	69	=	=	PROPN
aesr-1503	157	70	no	no	PROPN
aesr-1503	157	71	of	of	ADP
aesr-1503	157	72	spectral	spectral	ADJ
aesr-1503	157	73	data	datum	NOUN
aesr-1503	157	74	used	use	VERB
aesr-1503	157	75	for	for	ADP
aesr-1503	157	76	validation	validation	NOUN
aesr-1503	157	77	.	.	PUNCT
aesr-1503	158	1	the	the	DET
aesr-1503	158	2	following	follow	VERB
aesr-1503	158	3	barley	barley	NOUN
aesr-1503	158	4	traits	trait	NOUN
aesr-1503	158	5	analyzed	analyze	VERB
aesr-1503	158	6	chemically	chemically	ADV
aesr-1503	158	7	using	use	VERB
aesr-1503	158	8	wet	wet	ADJ
aesr-1503	158	9	chemistry	chemistry	NOUN
aesr-1503	158	10	methods	method	NOUN
aesr-1503	158	11	were	be	AUX
aesr-1503	158	12	assigned	assign	VERB
aesr-1503	158	13	for	for	ADP
aesr-1503	158	14	calibration	calibration	NOUN
aesr-1503	158	15	model	model	NOUN
aesr-1503	158	16	to	to	PART
aesr-1503	158	17	fit	fit	VERB
aesr-1503	158	18	the	the	DET
aesr-1503	158	19	true	true	ADJ
aesr-1503	158	20	value	value	NOUN
aesr-1503	158	21	with	with	ADP
aesr-1503	158	22	predicted	predict	VERB
aesr-1503	158	23	spectral	spectral	ADJ
aesr-1503	158	24	value	value	NOUN
aesr-1503	158	25	using	use	VERB
aesr-1503	158	26	pls	pls	PRON
aesr-1503	158	27	statistical	statistical	ADJ
aesr-1503	158	28	regression	regression	NOUN
aesr-1503	158	29	.	.	PUNCT
aesr-1503	159	1	spectral	spectral	ADJ
aesr-1503	159	2	data	datum	NOUN
aesr-1503	159	3	was	be	AUX
aesr-1503	159	4	pretreated	pretreate	VERB
aesr-1503	159	5	using	use	VERB
aesr-1503	159	6	appropriate	appropriate	ADJ
aesr-1503	159	7	statistical	statistical	ADJ
aesr-1503	159	8	tool	tool	NOUN
aesr-1503	159	9	to	to	PART
aesr-1503	159	10	remove	remove	VERB
aesr-1503	159	11	outliers	outlier	NOUN
aesr-1503	159	12	and	and	CCONJ
aesr-1503	159	13	to	to	PART
aesr-1503	159	14	check	check	VERB
aesr-1503	159	15	the	the	DET
aesr-1503	159	16	status	status	NOUN
aesr-1503	159	17	of	of	ADP
aesr-1503	159	18	the	the	DET
aesr-1503	159	19	chemistry	chemistry	NOUN
aesr-1503	159	20	and	and	CCONJ
aesr-1503	159	21	spectral	spectral	ADJ
aesr-1503	159	22	data	datum	NOUN
aesr-1503	159	23	for	for	ADP
aesr-1503	159	24	developing	develop	VERB
aesr-1503	159	25	calibration	calibration	NOUN
aesr-1503	159	26	model	model	NOUN
aesr-1503	159	27	as	as	SCONJ
aesr-1503	159	28	planned	plan	VERB
aesr-1503	159	29	.	.	PUNCT
aesr-1503	160	1	3.2	3.2	NUM
aesr-1503	160	2	.	.	PUNCT
aesr-1503	161	1	extract	extract	VERB
aesr-1503	161	2	content	content	NOUN
aesr-1503	161	3	model	model	NOUN
aesr-1503	161	4	extract	extract	VERB
aesr-1503	161	5	content	content	NOUN
aesr-1503	161	6	prediction	prediction	NOUN
aesr-1503	161	7	delivered	deliver	VERB
aesr-1503	161	8	good	good	ADJ
aesr-1503	161	9	calibrations	calibration	NOUN
aesr-1503	161	10	as	as	ADP
aesr-1503	161	11	in	in	ADP
aesr-1503	161	12	table	table	NOUN
aesr-1503	161	13	2	2	NUM
aesr-1503	161	14	for	for	ADP
aesr-1503	161	15	whole	whole	ADJ
aesr-1503	161	16	grain	grain	NOUN
aesr-1503	161	17	samples	sample	NOUN
aesr-1503	161	18	(	(	PUNCT
aesr-1503	161	19	r2	r2	NOUN
aesr-1503	161	20	c=	c=	NOUN
aesr-1503	161	21	0.956	0.956	NUM
aesr-1503	161	22	;	;	PUNCT
aesr-1503	161	23	rpdc=	rpdc=	NUM
aesr-1503	161	24	4.54	4.54	NUM
aesr-1503	161	25	with	with	ADP
aesr-1503	161	26	variable	variable	ADJ
aesr-1503	161	27	samples	sample	NOUN
aesr-1503	161	28	)	)	PUNCT
aesr-1503	161	29	.	.	PUNCT
aesr-1503	162	1	the	the	DET
aesr-1503	162	2	model	model	NOUN
aesr-1503	162	3	major	major	ADJ
aesr-1503	162	4	parameters	parameter	NOUN
aesr-1503	162	5	r2	r2	PROPN
aesr-1503	162	6	and	and	CCONJ
aesr-1503	162	7	rpd	rpd	PROPN
aesr-1503	162	8	reflect	reflect	VERB
aesr-1503	162	9	acceptable	acceptable	ADJ
aesr-1503	162	10	for	for	ADP
aesr-1503	162	11	most	most	ADJ
aesr-1503	162	12	applications	application	NOUN
aesr-1503	162	13	and	and	CCONJ
aesr-1503	162	14	screening	screen	VERB
aesr-1503	162	15	purposes	purpose	NOUN
aesr-1503	162	16	.	.	PUNCT
aesr-1503	163	1	results	result	NOUN
aesr-1503	163	2	from	from	ADP
aesr-1503	163	3	this	this	DET
aesr-1503	163	4	study	study	NOUN
aesr-1503	163	5	was	be	AUX
aesr-1503	163	6	comparable	comparable	ADJ
aesr-1503	163	7	and	and	CCONJ
aesr-1503	163	8	much	much	ADV
aesr-1503	163	9	better	well	ADJ
aesr-1503	163	10	than	than	ADP
aesr-1503	163	11	that	that	PRON
aesr-1503	163	12	of	of	ADP
aesr-1503	163	13	previous	previous	ADJ
aesr-1503	163	14	researchers	researcher	NOUN
aesr-1503	163	15	who	who	PRON
aesr-1503	163	16	developed	develop	VERB
aesr-1503	163	17	promising	promise	VERB
aesr-1503	163	18	calibrations	calibration	NOUN
aesr-1503	163	19	for	for	ADP
aesr-1503	163	20	predicting	predict	VERB
aesr-1503	163	21	the	the	DET
aesr-1503	163	22	extract	extract	NOUN
aesr-1503	163	23	of	of	ADP
aesr-1503	163	24	whole	whole	ADJ
aesr-1503	163	25	grain	grain	NOUN
aesr-1503	163	26	(	(	PUNCT
aesr-1503	163	27	r2	r2	NOUN
aesr-1503	163	28	c	c	NOUN
aesr-1503	164	1	=	=	NOUN
aesr-1503	164	2	0.78	0.78	NUM
aesr-1503	164	3	0.85	0.85	NUM
aesr-1503	164	4	)	)	PUNCT
aesr-1503	165	1	[	[	X
aesr-1503	165	2	16	16	NUM
aesr-1503	165	3	]	]	PUNCT
aesr-1503	165	4	and	and	CCONJ
aesr-1503	165	5	ground	ground	NOUN
aesr-1503	165	6	barley	barley	NOUN
aesr-1503	165	7	(	(	PUNCT
aesr-1503	165	8	r2	r2	PROPN
aesr-1503	165	9	c	c	NOUN
aesr-1503	165	10	=	=	PUNCT
aesr-1503	165	11	0.77	0.77	NUM
aesr-1503	165	12	-0.96	-0.96	NUM
aesr-1503	165	13	)	)	PUNCT
aesr-1503	166	1	[	[	X
aesr-1503	166	2	17	17	NUM
aesr-1503	166	3	]	]	PUNCT
aesr-1503	166	4	.	.	PUNCT
aesr-1503	167	1	because	because	SCONJ
aesr-1503	167	2	this	this	DET
aesr-1503	167	3	property	property	NOUN
aesr-1503	167	4	is	be	AUX
aesr-1503	167	5	highly	highly	ADV
aesr-1503	167	6	influenced	influence	VERB
aesr-1503	167	7	by	by	ADP
aesr-1503	167	8	the	the	DET
aesr-1503	167	9	malting	malting	NOUN
aesr-1503	167	10	process	process	NOUN
aesr-1503	167	11	since	since	SCONJ
aesr-1503	167	12	enzyme	enzyme	NOUN
aesr-1503	167	13	activity	activity	NOUN
aesr-1503	167	14	during	during	ADP
aesr-1503	167	15	malting	malting	NOUN
aesr-1503	167	16	influences	influence	NOUN
aesr-1503	167	17	the	the	DET
aesr-1503	167	18	malt	malt	NOUN
aesr-1503	167	19	extract	extract	NOUN
aesr-1503	167	20	which	which	PRON
aesr-1503	167	21	limits	limit	VERB
aesr-1503	167	22	the	the	DET
aesr-1503	167	23	accuracy	accuracy	NOUN
aesr-1503	167	24	of	of	ADP
aesr-1503	167	25	any	any	DET
aesr-1503	167	26	nir	nir	ADJ
aesr-1503	167	27	prediction	prediction	NOUN
aesr-1503	167	28	based	base	VERB
aesr-1503	167	29	on	on	ADP
aesr-1503	167	30	not	not	PART
aesr-1503	167	31	malted	malt	VERB
aesr-1503	167	32	barley	barley	NOUN
aesr-1503	167	33	.	.	PUNCT
aesr-1503	168	1	this	this	PRON
aesr-1503	168	2	is	be	AUX
aesr-1503	168	3	why	why	SCONJ
aesr-1503	168	4	different	different	ADJ
aesr-1503	168	5	calibration	calibration	NOUN
aesr-1503	168	6	model	model	NOUN
aesr-1503	168	7	performance	performance	NOUN
aesr-1503	168	8	is	be	AUX
aesr-1503	168	9	reported	report	VERB
aesr-1503	168	10	by	by	ADP
aesr-1503	168	11	different	different	ADJ
aesr-1503	168	12	scientists	scientist	NOUN
aesr-1503	168	13	,	,	PUNCT
aesr-1503	168	14	even	even	ADV
aesr-1503	168	15	if	if	SCONJ
aesr-1503	168	16	the	the	DET
aesr-1503	168	17	accuracy	accuracy	NOUN
aesr-1503	168	18	of	of	ADP
aesr-1503	168	19	reference	reference	NOUN
aesr-1503	168	20	sample	sample	NOUN
aesr-1503	168	21	analysis	analysis	NOUN
aesr-1503	168	22	data	datum	NOUN
aesr-1503	168	23	is	be	AUX
aesr-1503	168	24	very	very	ADV
aesr-1503	168	25	important	important	ADJ
aesr-1503	168	26	.	.	PUNCT
aesr-1503	169	1	additionally	additionally	ADV
aesr-1503	169	2	,	,	PUNCT
aesr-1503	169	3	the	the	DET
aesr-1503	169	4	following	follow	VERB
aesr-1503	169	5	figure	figure	NOUN
aesr-1503	169	6	3	3	NUM
aesr-1503	169	7	expressed	express	VERB
aesr-1503	169	8	the	the	DET
aesr-1503	169	9	calibration	calibration	NOUN
aesr-1503	169	10	curve	curve	NOUN
aesr-1503	169	11	obtained	obtain	VERB
aesr-1503	169	12	from	from	ADP
aesr-1503	169	13	chemistry	chemistry	NOUN
aesr-1503	169	14	/	/	SYM
aesr-1503	169	15	reference	reference	NOUN
aesr-1503	169	16	data	datum	NOUN
aesr-1503	169	17	and	and	CCONJ
aesr-1503	169	18	nir	nir	PROPN
aesr-1503	169	19	predicted	predict	VERB
aesr-1503	169	20	spectrum	spectrum	NOUN
aesr-1503	169	21	data	datum	NOUN
aesr-1503	169	22	of	of	ADP
aesr-1503	169	23	extract	extract	NOUN
aesr-1503	169	24	content	content	NOUN
aesr-1503	169	25	.	.	PUNCT
aesr-1503	170	1	figure-3	figure-3	PUNCT
aesr-1503	170	2	.	.	PUNCT
aesr-1503	170	3	barley	barley	NOUN
aesr-1503	170	4	extract	extract	VERB
aesr-1503	170	5	content	content	NOUN
aesr-1503	170	6	calibration	calibration	NOUN
aesr-1503	170	7	curve	curve	NOUN
aesr-1503	170	8	.	.	PUNCT
aesr-1503	171	1	3.3	3.3	NUM
aesr-1503	171	2	.	.	PUNCT
aesr-1503	172	1	protein	protein	NOUN
aesr-1503	172	2	model	model	NOUN
aesr-1503	172	3	similarly	similarly	ADV
aesr-1503	172	4	calibration	calibration	NOUN
aesr-1503	172	5	model	model	NOUN
aesr-1503	172	6	results	result	NOUN
aesr-1503	172	7	were	be	AUX
aesr-1503	172	8	obtained	obtain	VERB
aesr-1503	172	9	for	for	ADP
aesr-1503	172	10	whole	whole	ADJ
aesr-1503	172	11	barley	barley	NOUN
aesr-1503	172	12	grain	grain	NOUN
aesr-1503	172	13	samples	sample	NOUN
aesr-1503	172	14	protein	protein	NOUN
aesr-1503	172	15	content	content	NOUN
aesr-1503	172	16	with	with	ADP
aesr-1503	172	17	(	(	PUNCT
aesr-1503	172	18	r2	r2	PROPN
aesr-1503	172	19	c=	c=	NOUN
aesr-1503	172	20	0.97	0.97	NUM
aesr-1503	172	21	;	;	PUNCT
aesr-1503	172	22	rpd=	rpd=	PROPN
aesr-1503	172	23	5.7	5.7	NUM
aesr-1503	172	24	of	of	ADP
aesr-1503	172	25	variable	variable	ADJ
aesr-1503	172	26	samples)as	samples)as	NOUN
aesr-1503	172	27	in	in	ADP
aesr-1503	172	28	table	table	NOUN
aesr-1503	172	29	2	2	NUM
aesr-1503	172	30	.	.	PUNCT
aesr-1503	173	1	the	the	DET
aesr-1503	173	2	model	model	NOUN
aesr-1503	173	3	is	be	AUX
aesr-1503	173	4	more	more	ADV
aesr-1503	173	5	acceptable	acceptable	ADJ
aesr-1503	173	6	than	than	ADP
aesr-1503	173	7	the	the	DET
aesr-1503	173	8	models	model	NOUN
aesr-1503	173	9	for	for	ADP
aesr-1503	173	10	other	other	ADJ
aesr-1503	173	11	traits	trait	NOUN
aesr-1503	173	12	which	which	PRON
aesr-1503	173	13	could	could	AUX
aesr-1503	173	14	be	be	AUX
aesr-1503	173	15	usable	usable	ADJ
aesr-1503	173	16	in	in	ADP
aesr-1503	173	17	most	most	ADJ
aesr-1503	173	18	applications	application	NOUN
aesr-1503	173	19	,	,	PUNCT
aesr-1503	173	20	quality	quality	NOUN
aesr-1503	173	21	assurances	assurance	NOUN
aesr-1503	173	22	and	and	CCONJ
aesr-1503	173	23	quality	quality	NOUN
aesr-1503	173	24	control	control	NOUN
aesr-1503	173	25	.	.	PUNCT
aesr-1503	174	1	this	this	DET
aesr-1503	174	2	prediction	prediction	NOUN
aesr-1503	174	3	of	of	ADP
aesr-1503	174	4	nitrogen	nitrogen	NOUN
aesr-1503	174	5	content	content	NOUN
aesr-1503	174	6	from	from	ADP
aesr-1503	174	7	whole	whole	ADJ
aesr-1503	174	8	grain	grain	NOUN
aesr-1503	174	9	barley	barley	NOUN
aesr-1503	174	10	is	be	AUX
aesr-1503	174	11	well	well	ADV
aesr-1503	174	12	established	establish	VERB
aesr-1503	174	13	in	in	ADP
aesr-1503	174	14	the	the	DET
aesr-1503	174	15	literature	literature	NOUN
aesr-1503	174	16	and	and	CCONJ
aesr-1503	174	17	the	the	DET
aesr-1503	174	18	results	result	NOUN
aesr-1503	174	19	from	from	ADP
aesr-1503	174	20	this	this	DET
aesr-1503	174	21	study	study	NOUN
aesr-1503	174	22	compared	compare	VERB
aesr-1503	174	23	well	well	ADV
aesr-1503	174	24	with	with	ADP
aesr-1503	174	25	those	those	PRON
aesr-1503	174	26	of	of	ADP
aesr-1503	174	27	previous	previous	ADJ
aesr-1503	174	28	reports	report	NOUN
aesr-1503	174	29	for	for	ADP
aesr-1503	174	30	whole	whole	ADJ
aesr-1503	174	31	grain	grain	NOUN
aesr-1503	174	32	barley	barley	NOUN
aesr-1503	174	33	with	with	ADP
aesr-1503	174	34	r2	r2	PROPN
aesr-1503	174	35	c	c	PROPN
aesr-1503	174	36	=	=	SYM
aesr-1503	174	37	0.94	0.94	NUM
aesr-1503	175	1	[	[	X
aesr-1503	175	2	18	18	NUM
aesr-1503	175	3	]	]	PUNCT
aesr-1503	175	4	and	and	CCONJ
aesr-1503	175	5	r2	r2	PROPN
aesr-1503	175	6	c	c	NOUN
aesr-1503	176	1	=	=	PUNCT
aesr-1503	176	2	0.95	0.95	NUM
aesr-1503	177	1	[	[	NOUN
aesr-1503	177	2	19	19	NUM
aesr-1503	177	3	]	]	PUNCT
aesr-1503	177	4	.	.	PUNCT
aesr-1503	178	1	because	because	SCONJ
aesr-1503	178	2	nir	nir	ADJ
aesr-1503	178	3	prediction	prediction	NOUN
aesr-1503	178	4	is	be	AUX
aesr-1503	178	5	more	more	ADV
aesr-1503	178	6	effective	effective	ADJ
aesr-1503	178	7	in	in	ADP
aesr-1503	178	8	predicting	predict	VERB
aesr-1503	178	9	biochemical	biochemical	ADJ
aesr-1503	178	10	properties	property	NOUN
aesr-1503	178	11	than	than	ADP
aesr-1503	178	12	physical	physical	ADJ
aesr-1503	178	13	properties	property	NOUN
aesr-1503	178	14	according	accord	VERB
aesr-1503	178	15	to	to	ADP
aesr-1503	178	16	my	my	PRON
aesr-1503	178	17	observation	observation	NOUN
aesr-1503	178	18	from	from	ADP
aesr-1503	178	19	different	different	ADJ
aesr-1503	178	20	literatures	literature	NOUN
aesr-1503	178	21	report	report	NOUN
aesr-1503	178	22	.	.	PUNCT
aesr-1503	179	1	in	in	ADP
aesr-1503	179	2	addition	addition	NOUN
aesr-1503	179	3	to	to	ADP
aesr-1503	179	4	model	model	PROPN
aesr-1503	179	5	parameter	parameter	PROPN
aesr-1503	179	6	information	information	NOUN
aesr-1503	179	7	,	,	PUNCT
aesr-1503	179	8	the	the	DET
aesr-1503	179	9	following	follow	VERB
aesr-1503	179	10	figure	figure	NOUN
aesr-1503	179	11	4	4	NUM
aesr-1503	179	12	expressed	express	VERB
aesr-1503	179	13	the	the	DET
aesr-1503	179	14	calibration	calibration	NOUN
aesr-1503	179	15	curve	curve	NOUN
aesr-1503	179	16	obtained	obtain	VERB
aesr-1503	179	17	from	from	ADP
aesr-1503	179	18	reference	reference	NOUN
aesr-1503	179	19	data	datum	NOUN
aesr-1503	179	20	and	and	CCONJ
aesr-1503	179	21	nir	nir	PROPN
aesr-1503	179	22	predicted	predict	VERB
aesr-1503	179	23	spectrum	spectrum	NOUN
aesr-1503	179	24	data	datum	NOUN
aesr-1503	179	25	of	of	ADP
aesr-1503	179	26	protein	protein	NOUN
aesr-1503	179	27	content	content	NOUN
aesr-1503	179	28	.	.	PUNCT
aesr-1503	180	1	figure-4	figure-4	NOUN
aesr-1503	180	2	.	.	PUNCT
aesr-1503	180	3	barley	barley	NOUN
aesr-1503	180	4	protein	protein	NOUN
aesr-1503	180	5	content	content	NOUN
aesr-1503	180	6	calibration	calibration	NOUN
aesr-1503	180	7	curve	curve	NOUN
aesr-1503	180	8	.	.	PUNCT
aesr-1503	181	1	agriculture	agriculture	NOUN
aesr-1503	181	2	and	and	CCONJ
aesr-1503	181	3	food	food	NOUN
aesr-1503	181	4	sciences	sciences	PROPN
aesr-1503	181	5	research	research	NOUN
aesr-1503	181	6	,	,	PUNCT
aesr-1503	181	7	2020	2020	NUM
aesr-1503	181	8	,	,	PUNCT
aesr-1503	181	9	7(1	7(1	NUM
aesr-1503	181	10	):	):	PUNCT
aesr-1503	181	11	38	38	NUM
aesr-1503	181	12	-	-	SYM
aesr-1503	181	13	45	45	NUM
aesr-1503	181	14	43	43	NUM
aesr-1503	181	15	©	©	ADP
aesr-1503	181	16	2020	2020	NUM
aesr-1503	181	17	by	by	ADP
aesr-1503	181	18	the	the	DET
aesr-1503	181	19	authors	author	NOUN
aesr-1503	181	20	;	;	PUNCT
aesr-1503	181	21	licensee	licensee	PROPN
aesr-1503	181	22	asian	asian	ADJ
aesr-1503	181	23	online	online	PROPN
aesr-1503	181	24	journal	journal	PROPN
aesr-1503	181	25	publishing	publishing	NOUN
aesr-1503	181	26	group	group	PROPN
aesr-1503	181	27	3.3.1	3.3.1	PROPN
aesr-1503	181	28	.	.	PROPN
aesr-1503	181	29	friability	friability	PROPN
aesr-1503	181	30	model	model	PROPN
aesr-1503	181	31	friability	friability	PROPN
aesr-1503	181	32	prediction	prediction	NOUN
aesr-1503	181	33	performance	performance	NOUN
aesr-1503	181	34	model	model	NOUN
aesr-1503	181	35	shown	show	VERB
aesr-1503	181	36	in	in	ADP
aesr-1503	181	37	table	table	NOUN
aesr-1503	181	38	2	2	NUM
aesr-1503	181	39	of	of	ADP
aesr-1503	181	40	this	this	DET
aesr-1503	181	41	study	study	NOUN
aesr-1503	181	42	was	be	AUX
aesr-1503	181	43	(	(	PUNCT
aesr-1503	181	44	r2	r2	PROPN
aesr-1503	181	45	c=0.95	c=0.95	NOUN
aesr-1503	181	46	;	;	PUNCT
aesr-1503	181	47	rpd=4.36	rpd=4.36	PROPN
aesr-1503	181	48	)	)	PUNCT
aesr-1503	181	49	,	,	PUNCT
aesr-1503	181	50	which	which	PRON
aesr-1503	181	51	was	be	AUX
aesr-1503	181	52	excellent	excellent	ADJ
aesr-1503	181	53	like	like	ADP
aesr-1503	181	54	the	the	DET
aesr-1503	181	55	protein	protein	NOUN
aesr-1503	181	56	model	model	NOUN
aesr-1503	181	57	which	which	PRON
aesr-1503	181	58	could	could	AUX
aesr-1503	181	59	be	be	AUX
aesr-1503	181	60	used	use	VERB
aesr-1503	181	61	in	in	ADP
aesr-1503	181	62	most	most	ADJ
aesr-1503	181	63	applications	application	NOUN
aesr-1503	181	64	including	include	VERB
aesr-1503	181	65	in	in	ADP
aesr-1503	181	66	quality	quality	NOUN
aesr-1503	181	67	assurances	assurance	NOUN
aesr-1503	181	68	,	,	PUNCT
aesr-1503	181	69	but	but	CCONJ
aesr-1503	181	70	in	in	ADP
aesr-1503	181	71	our	our	PRON
aesr-1503	181	72	case	case	NOUN
aesr-1503	181	73	it	it	PRON
aesr-1503	181	74	was	be	AUX
aesr-1503	181	75	trustful	trustful	ADJ
aesr-1503	181	76	model	model	NOUN
aesr-1503	181	77	to	to	PART
aesr-1503	181	78	identify	identify	VERB
aesr-1503	181	79	excellent	excellent	ADJ
aesr-1503	181	80	barley	barley	NOUN
aesr-1503	181	81	friability	friability	NOUN
aesr-1503	181	82	for	for	ADP
aesr-1503	181	83	malt	malt	NOUN
aesr-1503	181	84	factories	factory	NOUN
aesr-1503	181	85	at	at	ADP
aesr-1503	181	86	breeding	breed	VERB
aesr-1503	181	87	final	final	ADJ
aesr-1503	181	88	stage	stage	NOUN
aesr-1503	181	89	.	.	PUNCT
aesr-1503	182	1	almost	almost	ADV
aesr-1503	182	2	similar	similar	ADJ
aesr-1503	182	3	performed	perform	VERB
aesr-1503	182	4	model	model	NOUN
aesr-1503	182	5	was	be	AUX
aesr-1503	182	6	also	also	ADV
aesr-1503	182	7	reported	report	VERB
aesr-1503	182	8	in	in	ADP
aesr-1503	182	9	the	the	DET
aesr-1503	182	10	literature	literature	NOUN
aesr-1503	182	11	with	with	ADP
aesr-1503	182	12	parameters	parameter	NOUN
aesr-1503	182	13	value	value	NOUN
aesr-1503	182	14	(	(	PUNCT
aesr-1503	182	15	r2	r2	PROPN
aesr-1503	182	16	c=0.91	c=0.91	PROPN
aesr-1503	182	17	;	;	PUNCT
aesr-1503	182	18	rpd=3.33	rpd=3.33	PROPN
aesr-1503	182	19	)	)	PUNCT
aesr-1503	182	20	.	.	PUNCT
aesr-1503	183	1	therefore	therefore	ADV
aesr-1503	183	2	,	,	PUNCT
aesr-1503	183	3	the	the	DET
aesr-1503	183	4	friability	friability	NOUN
aesr-1503	183	5	calibration	calibration	NOUN
aesr-1503	183	6	model	model	NOUN
aesr-1503	183	7	was	be	AUX
aesr-1503	183	8	not	not	PART
aesr-1503	183	9	as	as	ADV
aesr-1503	183	10	such	such	ADJ
aesr-1503	183	11	challenging	challenge	VERB
aesr-1503	183	12	like	like	ADP
aesr-1503	183	13	in	in	ADP
aesr-1503	183	14	dry	dry	ADJ
aesr-1503	183	15	matter	matter	NOUN
aesr-1503	183	16	and	and	CCONJ
aesr-1503	183	17	beta	beta	NOUN
aesr-1503	183	18	-	-	PUNCT
aesr-1503	183	19	glucan	glucan	NOUN
aesr-1503	183	20	as	as	SCONJ
aesr-1503	183	21	observed	observe	VERB
aesr-1503	183	22	from	from	ADP
aesr-1503	183	23	similar	similar	ADJ
aesr-1503	183	24	model	model	NOUN
aesr-1503	183	25	reported	report	VERB
aesr-1503	183	26	by	by	ADP
aesr-1503	183	27	different	different	ADJ
aesr-1503	183	28	authors	author	NOUN
aesr-1503	183	29	[	[	X
aesr-1503	183	30	15	15	NUM
aesr-1503	183	31	]	]	PUNCT
aesr-1503	183	32	.	.	PUNCT
aesr-1503	184	1	additionally	additionally	ADV
aesr-1503	184	2	,	,	PUNCT
aesr-1503	184	3	figure	figure	NOUN
aesr-1503	184	4	5	5	NUM
aesr-1503	184	5	expressed	express	VERB
aesr-1503	184	6	the	the	DET
aesr-1503	184	7	calibration	calibration	NOUN
aesr-1503	184	8	curve	curve	NOUN
aesr-1503	184	9	obtained	obtain	VERB
aesr-1503	184	10	from	from	ADP
aesr-1503	184	11	chemistry	chemistry	NOUN
aesr-1503	184	12	/	/	SYM
aesr-1503	184	13	reference	reference	NOUN
aesr-1503	184	14	data	datum	NOUN
aesr-1503	184	15	and	and	CCONJ
aesr-1503	184	16	nir	nir	PROPN
aesr-1503	184	17	predicted	predict	VERB
aesr-1503	184	18	spectrum	spectrum	NOUN
aesr-1503	184	19	data	datum	NOUN
aesr-1503	184	20	of	of	ADP
aesr-1503	184	21	friability	friability	NOUN
aesr-1503	184	22	content	content	NOUN
aesr-1503	184	23	.	.	PUNCT
aesr-1503	185	1	this	this	DET
aesr-1503	185	2	curve	curve	NOUN
aesr-1503	185	3	was	be	AUX
aesr-1503	185	4	built	build	VERB
aesr-1503	185	5	after	after	SCONJ
aesr-1503	185	6	exaggerated	exaggerated	ADJ
aesr-1503	185	7	outliers	outlier	NOUN
aesr-1503	185	8	were	be	AUX
aesr-1503	185	9	removed	remove	VERB
aesr-1503	185	10	from	from	ADP
aesr-1503	185	11	the	the	DET
aesr-1503	185	12	spectrum	spectrum	NOUN
aesr-1503	185	13	data	datum	NOUN
aesr-1503	185	14	manually	manually	ADV
aesr-1503	185	15	as	as	ADV
aesr-1503	185	16	well	well	ADV
aesr-1503	185	17	as	as	ADP
aesr-1503	185	18	by	by	ADP
aesr-1503	185	19	the	the	DET
aesr-1503	185	20	opus	opus	NOUN
aesr-1503	185	21	system	system	NOUN
aesr-1503	185	22	.	.	PUNCT
aesr-1503	186	1	figure-5	figure-5	PROPN
aesr-1503	186	2	.	.	PUNCT
aesr-1503	186	3	barley	barley	PROPN
aesr-1503	186	4	friability	friability	PROPN
aesr-1503	186	5	calibration	calibration	NOUN
aesr-1503	186	6	curve	curve	NOUN
aesr-1503	186	7	.	.	PUNCT
aesr-1503	187	1	3.3.2	3.3.2	NUM
aesr-1503	187	2	.	.	X
aesr-1503	187	3	β	β	X
aesr-1503	187	4	-	-	PUNCT
aesr-1503	187	5	glucan	glucan	NOUN
aesr-1503	187	6	model	model	NOUN
aesr-1503	187	7	beta	beta	NOUN
aesr-1503	187	8	-	-	PUNCT
aesr-1503	187	9	glucan	glucan	NOUN
aesr-1503	187	10	prediction	prediction	NOUN
aesr-1503	187	11	model	model	NOUN
aesr-1503	187	12	was	be	AUX
aesr-1503	187	13	successful	successful	ADJ
aesr-1503	187	14	in	in	ADP
aesr-1503	187	15	this	this	DET
aesr-1503	187	16	study	study	NOUN
aesr-1503	187	17	for	for	ADP
aesr-1503	187	18	whole	whole	ADJ
aesr-1503	187	19	grain	grain	NOUN
aesr-1503	187	20	barley	barley	NOUN
aesr-1503	187	21	samples	sample	NOUN
aesr-1503	187	22	having	have	VERB
aesr-1503	187	23	(	(	PUNCT
aesr-1503	187	24	r2	r2	PROPN
aesr-1503	187	25	c=0.90	c=0.90	PROPN
aesr-1503	187	26	;	;	PUNCT
aesr-1503	187	27	rpd=3.18	rpd=3.18	X
aesr-1503	187	28	)	)	PUNCT
aesr-1503	187	29	as	as	ADP
aesr-1503	187	30	in	in	ADP
aesr-1503	187	31	result	result	NOUN
aesr-1503	187	32	table	table	NOUN
aesr-1503	187	33	2	2	NUM
aesr-1503	187	34	.	.	PUNCT
aesr-1503	188	1	according	accord	VERB
aesr-1503	188	2	to	to	ADP
aesr-1503	188	3	williams	williams	PROPN
aesr-1503	188	4	[	[	X
aesr-1503	188	5	14	14	NUM
aesr-1503	188	6	]	]	PUNCT
aesr-1503	188	7	this	this	DET
aesr-1503	188	8	type	type	NOUN
aesr-1503	188	9	of	of	ADP
aesr-1503	188	10	model	model	NOUN
aesr-1503	188	11	performance	performance	NOUN
aesr-1503	188	12	is	be	AUX
aesr-1503	188	13	usable	usable	ADJ
aesr-1503	188	14	with	with	ADP
aesr-1503	188	15	caution	caution	NOUN
aesr-1503	188	16	specially	specially	ADV
aesr-1503	188	17	for	for	ADP
aesr-1503	188	18	screening	screen	VERB
aesr-1503	188	19	purposes	purpose	NOUN
aesr-1503	188	20	such	such	ADJ
aesr-1503	188	21	like	like	ADP
aesr-1503	188	22	in	in	ADP
aesr-1503	188	23	early	early	ADJ
aesr-1503	188	24	stage	stage	NOUN
aesr-1503	188	25	breeding	breeding	NOUN
aesr-1503	188	26	lines	line	NOUN
aesr-1503	188	27	.	.	PUNCT
aesr-1503	189	1	but	but	CCONJ
aesr-1503	189	2	a	a	DET
aesr-1503	189	3	similar	similar	ADJ
aesr-1503	189	4	study	study	NOUN
aesr-1503	189	5	have	have	AUX
aesr-1503	189	6	been	be	AUX
aesr-1503	189	7	reported	report	VERB
aesr-1503	189	8	in	in	ADP
aesr-1503	189	9	the	the	DET
aesr-1503	189	10	literature	literature	NOUN
aesr-1503	189	11	with	with	ADP
aesr-1503	189	12	much	much	ADV
aesr-1503	189	13	lower	low	ADJ
aesr-1503	189	14	(	(	PUNCT
aesr-1503	189	15	r2	r2	NOUN
aesr-1503	189	16	c=0.25)as	c=0.25)as	PROPN
aesr-1503	189	17	compared	compare	VERB
aesr-1503	189	18	to	to	ADP
aesr-1503	189	19	this	this	DET
aesr-1503	189	20	study	study	NOUN
aesr-1503	189	21	by	by	ADP
aesr-1503	189	22	black	black	ADJ
aesr-1503	189	23	and	and	CCONJ
aesr-1503	189	24	panozzo	panozzo	NOUN
aesr-1503	190	1	[	[	X
aesr-1503	190	2	16	16	NUM
aesr-1503	190	3	]	]	PUNCT
aesr-1503	190	4	.	.	PUNCT
aesr-1503	191	1	on	on	ADP
aesr-1503	191	2	the	the	DET
aesr-1503	191	3	other	other	ADJ
aesr-1503	191	4	hand	hand	NOUN
aesr-1503	191	5	[	[	X
aesr-1503	191	6	20	20	NUM
aesr-1503	191	7	]	]	PUNCT
aesr-1503	191	8	reported	report	VERB
aesr-1503	191	9	(	(	PUNCT
aesr-1503	191	10	r2	r2	PROPN
aesr-1503	191	11	c=0.61	c=0.61	NOUN
aesr-1503	191	12	)	)	PUNCT
aesr-1503	191	13	and	and	CCONJ
aesr-1503	191	14	he	he	PRON
aesr-1503	191	15	referred	refer	VERB
aesr-1503	191	16	that	that	SCONJ
aesr-1503	191	17	the	the	DET
aesr-1503	191	18	poor	poor	ADJ
aesr-1503	191	19	distribution	distribution	NOUN
aesr-1503	191	20	of	of	ADP
aesr-1503	191	21	reference	reference	NOUN
aesr-1503	191	22	values	value	NOUN
aesr-1503	191	23	in	in	ADP
aesr-1503	191	24	the	the	DET
aesr-1503	191	25	sample	sample	NOUN
aesr-1503	191	26	range	range	NOUN
aesr-1503	191	27	may	may	AUX
aesr-1503	191	28	be	be	AUX
aesr-1503	191	29	the	the	DET
aesr-1503	191	30	reason	reason	NOUN
aesr-1503	191	31	for	for	ADP
aesr-1503	191	32	the	the	DET
aesr-1503	191	33	poor	poor	ADJ
aesr-1503	191	34	results	result	NOUN
aesr-1503	191	35	in	in	ADP
aesr-1503	191	36	beta	beta	NOUN
aesr-1503	191	37	-	-	PUNCT
aesr-1503	191	38	glucan	glucan	NOUN
aesr-1503	191	39	model	model	NOUN
aesr-1503	191	40	of	of	ADP
aesr-1503	191	41	barley	barley	NOUN
aesr-1503	191	42	grain	grain	NOUN
aesr-1503	191	43	that	that	PRON
aesr-1503	191	44	were	be	AUX
aesr-1503	191	45	obtained	obtain	VERB
aesr-1503	191	46	in	in	ADP
aesr-1503	191	47	his	his	PRON
aesr-1503	191	48	study	study	NOUN
aesr-1503	191	49	.	.	PUNCT
aesr-1503	192	1	but	but	CCONJ
aesr-1503	192	2	in	in	ADP
aesr-1503	192	3	this	this	DET
aesr-1503	192	4	study	study	NOUN
aesr-1503	192	5	the	the	DET
aesr-1503	192	6	good	good	ADJ
aesr-1503	192	7	modifying	modify	VERB
aesr-1503	192	8	malting	malting	NOUN
aesr-1503	192	9	process	process	NOUN
aesr-1503	192	10	,	,	PUNCT
aesr-1503	192	11	excellent	excellent	ADJ
aesr-1503	192	12	sample	sample	NOUN
aesr-1503	192	13	variability	variability	NOUN
aesr-1503	192	14	selection	selection	NOUN
aesr-1503	192	15	and	and	CCONJ
aesr-1503	192	16	moderate	moderate	ADJ
aesr-1503	192	17	accurate	accurate	ADJ
aesr-1503	192	18	chemistry	chemistry	NOUN
aesr-1503	192	19	analysis	analysis	NOUN
aesr-1503	192	20	made	make	VERB
aesr-1503	192	21	the	the	DET
aesr-1503	192	22	model	model	NOUN
aesr-1503	192	23	better	well	ADV
aesr-1503	192	24	as	as	SCONJ
aesr-1503	192	25	compared	compare	VERB
aesr-1503	192	26	to	to	ADP
aesr-1503	192	27	the	the	DET
aesr-1503	192	28	reported	report	VERB
aesr-1503	192	29	literature	literature	NOUN
aesr-1503	192	30	.	.	PUNCT
aesr-1503	193	1	additionally	additionally	ADV
aesr-1503	193	2	,	,	PUNCT
aesr-1503	193	3	the	the	DET
aesr-1503	193	4	figure	figure	NOUN
aesr-1503	193	5	6	6	NUM
aesr-1503	193	6	expressed	express	VERB
aesr-1503	193	7	the	the	DET
aesr-1503	193	8	calibration	calibration	NOUN
aesr-1503	193	9	curve	curve	NOUN
aesr-1503	193	10	obtained	obtain	VERB
aesr-1503	193	11	from	from	ADP
aesr-1503	193	12	chemistry	chemistry	NOUN
aesr-1503	193	13	/	/	SYM
aesr-1503	193	14	reference	reference	NOUN
aesr-1503	193	15	data	datum	NOUN
aesr-1503	193	16	and	and	CCONJ
aesr-1503	193	17	nir	nir	PROPN
aesr-1503	193	18	predicted	predict	VERB
aesr-1503	193	19	spectrum	spectrum	NOUN
aesr-1503	193	20	data	datum	NOUN
aesr-1503	193	21	of	of	ADP
aesr-1503	193	22	β	β	X
aesr-1503	193	23	-	-	ADJ
aesr-1503	193	24	glucan	glucan	NOUN
aesr-1503	193	25	content	content	NOUN
aesr-1503	193	26	.	.	PUNCT
aesr-1503	194	1	figure-6	figure-6	PROPN
aesr-1503	194	2	.	.	PUNCT
aesr-1503	194	3	barley	barley	NOUN
aesr-1503	194	4	beta	beta	NOUN
aesr-1503	194	5	-	-	PUNCT
aesr-1503	194	6	glucan	glucan	NOUN
aesr-1503	194	7	calibration	calibration	NOUN
aesr-1503	194	8	curve	curve	NOUN
aesr-1503	194	9	.	.	PUNCT
aesr-1503	195	1	3.3.3	3.3.3	X
aesr-1503	195	2	.	.	NOUN
aesr-1503	195	3	dry	dry	ADJ
aesr-1503	195	4	matter	matter	NOUN
aesr-1503	195	5	model	model	NOUN
aesr-1503	195	6	moisture	moisture	NOUN
aesr-1503	195	7	predictions	prediction	NOUN
aesr-1503	195	8	model	model	NOUN
aesr-1503	195	9	from	from	ADP
aesr-1503	195	10	the	the	DET
aesr-1503	195	11	same	same	ADJ
aesr-1503	195	12	whole	whole	ADJ
aesr-1503	195	13	barley	barley	NOUN
aesr-1503	195	14	grain	grain	NOUN
aesr-1503	195	15	samples	sample	NOUN
aesr-1503	195	16	were	be	AUX
aesr-1503	195	17	good	good	ADJ
aesr-1503	195	18	as	as	ADP
aesr-1503	195	19	in	in	ADP
aesr-1503	195	20	table	table	NOUN
aesr-1503	195	21	2	2	NUM
aesr-1503	195	22	,	,	PUNCT
aesr-1503	195	23	but	but	CCONJ
aesr-1503	195	24	was	be	AUX
aesr-1503	195	25	only	only	ADV
aesr-1503	195	26	acceptable	acceptable	ADJ
aesr-1503	195	27	for	for	ADP
aesr-1503	195	28	some	some	DET
aesr-1503	195	29	screening	screening	NOUN
aesr-1503	195	30	purposes	purpose	NOUN
aesr-1503	195	31	,	,	PUNCT
aesr-1503	195	32	because	because	SCONJ
aesr-1503	195	33	(	(	PUNCT
aesr-1503	195	34	r2	r2	PROPN
aesr-1503	195	35	c	c	NOUN
aesr-1503	195	36	=	=	NOUN
aesr-1503	195	37	0.86	0.86	NUM
aesr-1503	195	38	;	;	PUNCT
aesr-1503	195	39	rpdc=2.69	rpdc=2.69	NOUN
aesr-1503	195	40	)	)	PUNCT
aesr-1503	195	41	was	be	AUX
aesr-1503	195	42	less	less	ADJ
aesr-1503	195	43	as	as	ADP
aesr-1503	195	44	compared	compare	VERB
aesr-1503	195	45	to	to	ADP
aesr-1503	195	46	the	the	DET
aesr-1503	195	47	recommended	recommend	VERB
aesr-1503	195	48	range	range	NOUN
aesr-1503	195	49	by	by	ADP
aesr-1503	195	50	williams	williams	PROPN
aesr-1503	195	51	[	[	X
aesr-1503	195	52	14	14	NUM
aesr-1503	195	53	]	]	PUNCT
aesr-1503	195	54	.	.	PUNCT
aesr-1503	196	1	results	result	NOUN
aesr-1503	196	2	of	of	ADP
aesr-1503	196	3	moisture	moisture	NOUN
aesr-1503	196	4	content	content	NOUN
aesr-1503	196	5	from	from	ADP
aesr-1503	196	6	this	this	DET
aesr-1503	196	7	study	study	NOUN
aesr-1503	196	8	are	be	AUX
aesr-1503	196	9	not	not	PART
aesr-1503	196	10	comparable	comparable	ADJ
aesr-1503	196	11	well	well	ADV
aesr-1503	196	12	to	to	ADP
aesr-1503	196	13	literature	literature	NOUN
aesr-1503	196	14	reports	report	NOUN
aesr-1503	196	15	,	,	PUNCT
aesr-1503	196	16	this	this	PRON
aesr-1503	196	17	is	be	AUX
aesr-1503	196	18	due	due	ADJ
aesr-1503	196	19	to	to	ADP
aesr-1503	196	20	the	the	DET
aesr-1503	196	21	smaller	small	ADJ
aesr-1503	196	22	sample	sample	NOUN
aesr-1503	196	23	moisture	moisture	NOUN
aesr-1503	196	24	content	content	NOUN
aesr-1503	196	25	ranges	range	VERB
aesr-1503	196	26	(	(	PUNCT
aesr-1503	196	27	90.6	90.6	NUM
aesr-1503	196	28	-	-	SYM
aesr-1503	196	29	92.3	92.3	NUM
aesr-1503	196	30	%	%	NOUN
aesr-1503	196	31	dm	dm	NOUN
aesr-1503	196	32	)	)	PUNCT
aesr-1503	196	33	utilized	utilize	VERB
aesr-1503	196	34	compared	compare	VERB
aesr-1503	196	35	to	to	ADP
aesr-1503	196	36	those	those	PRON
aesr-1503	196	37	used	use	VERB
aesr-1503	196	38	by	by	ADP
aesr-1503	196	39	previous	previous	ADJ
aesr-1503	196	40	researchers	researcher	NOUN
aesr-1503	196	41	.	.	PUNCT
aesr-1503	197	1	similar	similar	ADJ
aesr-1503	197	2	problem	problem	NOUN
aesr-1503	197	3	was	be	AUX
aesr-1503	197	4	also	also	ADV
aesr-1503	197	5	observed	observe	VERB
aesr-1503	197	6	in	in	ADP
aesr-1503	197	7	literatures	literature	NOUN
aesr-1503	197	8	with	with	ADP
aesr-1503	197	9	the	the	DET
aesr-1503	197	10	small	small	ADJ
aesr-1503	197	11	sample	sample	NOUN
aesr-1503	197	12	range	range	NOUN
aesr-1503	197	13	(	(	PUNCT
aesr-1503	197	14	78.4	78.4	NUM
aesr-1503	197	15	83.4	83.4	NUM
aesr-1503	197	16	%	%	NOUN
aesr-1503	197	17	dm	dm	NOUN
aesr-1503	197	18	)	)	PUNCT
aesr-1503	197	19	with	with	ADP
aesr-1503	197	20	in	in	ADP
aesr-1503	197	21	reference	reference	NOUN
aesr-1503	197	22	values	value	NOUN
aesr-1503	197	23	obtained	obtain	VERB
aesr-1503	197	24	as	as	SCONJ
aesr-1503	197	25	studied	study	VERB
aesr-1503	197	26	by	by	ADP
aesr-1503	197	27	roux	roux	NOUN
aesr-1503	197	28	[	[	X
aesr-1503	197	29	20	20	NUM
aesr-1503	197	30	]	]	PUNCT
aesr-1503	197	31	.	.	PUNCT
aesr-1503	198	1	the	the	DET
aesr-1503	198	2	range	range	NOUN
aesr-1503	198	3	of	of	ADP
aesr-1503	198	4	samples	sample	NOUN
aesr-1503	198	5	needs	need	VERB
aesr-1503	198	6	to	to	PART
aesr-1503	198	7	be	be	AUX
aesr-1503	198	8	expanded	expand	VERB
aesr-1503	198	9	in	in	ADP
aesr-1503	198	10	order	order	NOUN
aesr-1503	198	11	to	to	PART
aesr-1503	198	12	obtain	obtain	VERB
aesr-1503	198	13	acceptable	acceptable	ADJ
aesr-1503	198	14	calibrations	calibration	NOUN
aesr-1503	198	15	model	model	NOUN
aesr-1503	198	16	.	.	PUNCT
aesr-1503	199	1	additionally	additionally	ADV
aesr-1503	199	2	,	,	PUNCT
aesr-1503	199	3	the	the	DET
aesr-1503	199	4	figure	figure	NOUN
aesr-1503	199	5	7	7	NUM
aesr-1503	199	6	expressed	express	VERB
aesr-1503	199	7	the	the	DET
aesr-1503	199	8	calibration	calibration	NOUN
aesr-1503	199	9	curve	curve	NOUN
aesr-1503	199	10	obtained	obtain	VERB
aesr-1503	199	11	from	from	ADP
aesr-1503	199	12	chemistry	chemistry	NOUN
aesr-1503	199	13	/	/	SYM
aesr-1503	199	14	reference	reference	NOUN
aesr-1503	199	15	data	datum	NOUN
aesr-1503	199	16	and	and	CCONJ
aesr-1503	199	17	nir	nir	PROPN
aesr-1503	199	18	predicted	predict	VERB
aesr-1503	199	19	spectrum	spectrum	NOUN
aesr-1503	199	20	data	datum	NOUN
aesr-1503	199	21	of	of	ADP
aesr-1503	199	22	dry	dry	ADJ
aesr-1503	199	23	matter	matter	NOUN
aesr-1503	199	24	content	content	NOUN
aesr-1503	199	25	.	.	PUNCT
aesr-1503	200	1	agriculture	agriculture	NOUN
aesr-1503	200	2	and	and	CCONJ
aesr-1503	200	3	food	food	NOUN
aesr-1503	200	4	sciences	sciences	PROPN
aesr-1503	200	5	research	research	NOUN
aesr-1503	200	6	,	,	PUNCT
aesr-1503	200	7	2020	2020	NUM
aesr-1503	200	8	,	,	PUNCT
aesr-1503	200	9	7(1	7(1	NUM
aesr-1503	200	10	):	):	PUNCT
aesr-1503	200	11	38	38	NUM
aesr-1503	200	12	-	-	SYM
aesr-1503	200	13	45	45	NUM
aesr-1503	200	14	44	44	NUM
aesr-1503	200	15	©	©	PROPN
aesr-1503	200	16	2020	2020	NUM
aesr-1503	200	17	by	by	ADP
aesr-1503	200	18	the	the	DET
aesr-1503	200	19	authors	author	NOUN
aesr-1503	200	20	;	;	PUNCT
aesr-1503	200	21	licensee	licensee	PROPN
aesr-1503	200	22	asian	asian	ADJ
aesr-1503	200	23	online	online	PROPN
aesr-1503	200	24	journal	journal	PROPN
aesr-1503	200	25	publishing	publishing	NOUN
aesr-1503	200	26	group	group	PROPN
aesr-1503	200	27	figure-7	figure-7	PROPN
aesr-1503	200	28	.	.	PROPN
aesr-1503	200	29	moisture	moisture	PROPN
aesr-1503	200	30	content	content	NOUN
aesr-1503	200	31	calibration	calibration	NOUN
aesr-1503	200	32	curve	curve	NOUN
aesr-1503	200	33	.	.	PUNCT
aesr-1503	201	1	generally	generally	ADV
aesr-1503	201	2	,	,	PUNCT
aesr-1503	201	3	calibration	calibration	NOUN
aesr-1503	201	4	model	model	NOUN
aesr-1503	201	5	for	for	ADP
aesr-1503	201	6	the	the	DET
aesr-1503	201	7	three	three	NUM
aesr-1503	201	8	traits	trait	NOUN
aesr-1503	201	9	extract	extract	VERB
aesr-1503	201	10	content	content	NOUN
aesr-1503	201	11	,	,	PUNCT
aesr-1503	201	12	protein	protein	NOUN
aesr-1503	201	13	content	content	NOUN
aesr-1503	201	14	and	and	CCONJ
aesr-1503	201	15	friability	friability	NOUN
aesr-1503	201	16	were	be	AUX
aesr-1503	201	17	promising	promise	VERB
aesr-1503	201	18	model	model	NOUN
aesr-1503	201	19	for	for	ADP
aesr-1503	201	20	value	value	NOUN
aesr-1503	201	21	predicting	predict	VERB
aesr-1503	201	22	in	in	ADP
aesr-1503	201	23	some	some	DET
aesr-1503	201	24	applications	application	NOUN
aesr-1503	201	25	while	while	SCONJ
aesr-1503	201	26	beta	beta	NOUN
aesr-1503	201	27	-	-	PUNCT
aesr-1503	201	28	glucan	glucan	NOUN
aesr-1503	201	29	and	and	CCONJ
aesr-1503	201	30	dm	dm	PROPN
aesr-1503	201	31	was	be	AUX
aesr-1503	201	32	delivered	deliver	VERB
aesr-1503	201	33	not	not	PART
aesr-1503	201	34	trusted	trust	VERB
aesr-1503	201	35	model	model	NOUN
aesr-1503	201	36	as	as	SCONJ
aesr-1503	201	37	observed	observe	VERB
aesr-1503	201	38	in	in	ADP
aesr-1503	201	39	the	the	DET
aesr-1503	201	40	result	result	NOUN
aesr-1503	201	41	table	table	NOUN
aesr-1503	201	42	1	1	NUM
aesr-1503	201	43	below	below	ADV
aesr-1503	201	44	.	.	PUNCT
aesr-1503	202	1	but	but	CCONJ
aesr-1503	202	2	calibration	calibration	NOUN
aesr-1503	202	3	model	model	NOUN
aesr-1503	202	4	alone	alone	ADV
aesr-1503	202	5	does	do	AUX
aesr-1503	202	6	not	not	PART
aesr-1503	202	7	enough	enough	ADJ
aesr-1503	202	8	to	to	PART
aesr-1503	202	9	judge	judge	VERB
aesr-1503	202	10	traits	trait	NOUN
aesr-1503	202	11	model	model	NOUN
aesr-1503	202	12	to	to	PART
aesr-1503	202	13	be	be	AUX
aesr-1503	202	14	applicable	applicable	ADJ
aesr-1503	202	15	for	for	ADP
aesr-1503	202	16	targeted	target	VERB
aesr-1503	202	17	purpose	purpose	NOUN
aesr-1503	202	18	.	.	PUNCT
aesr-1503	203	1	it	it	PRON
aesr-1503	203	2	is	be	AUX
aesr-1503	203	3	very	very	ADV
aesr-1503	203	4	important	important	ADJ
aesr-1503	203	5	to	to	PART
aesr-1503	203	6	see	see	VERB
aesr-1503	203	7	the	the	DET
aesr-1503	203	8	validation	validation	NOUN
aesr-1503	203	9	parameters	parameter	NOUN
aesr-1503	203	10	result	result	VERB
aesr-1503	203	11	side	side	NOUN
aesr-1503	203	12	by	by	ADP
aesr-1503	203	13	side	side	NOUN
aesr-1503	203	14	with	with	SCONJ
aesr-1503	203	15	the	the	DET
aesr-1503	203	16	calibration	calibration	NOUN
aesr-1503	203	17	parameters	parameter	NOUN
aesr-1503	203	18	result	result	VERB
aesr-1503	203	19	as	as	SCONJ
aesr-1503	203	20	clearly	clearly	ADV
aesr-1503	203	21	shown	show	VERB
aesr-1503	203	22	in	in	ADP
aesr-1503	203	23	table	table	NOUN
aesr-1503	203	24	2	2	NUM
aesr-1503	203	25	for	for	ADP
aesr-1503	203	26	all	all	DET
aesr-1503	203	27	selected	select	VERB
aesr-1503	203	28	traits	trait	NOUN
aesr-1503	203	29	in	in	ADP
aesr-1503	203	30	this	this	DET
aesr-1503	203	31	study	study	NOUN
aesr-1503	203	32	.	.	PUNCT
aesr-1503	204	1	table-2	table-2	NUM
aesr-1503	204	2	.	.	PUNCT
aesr-1503	204	3	calibration	calibration	NOUN
aesr-1503	204	4	and	and	CCONJ
aesr-1503	204	5	validation	validation	NOUN
aesr-1503	204	6	statistical	statistical	ADJ
aesr-1503	204	7	parameters	parameter	NOUN
aesr-1503	204	8	results	result	NOUN
aesr-1503	204	9	.	.	PUNCT
aesr-1503	205	1	calibration	calibration	NOUN
aesr-1503	205	2	statistical	statistical	ADJ
aesr-1503	205	3	parameters	parameter	NOUN
aesr-1503	205	4	validation	validation	NOUN
aesr-1503	205	5	statistical	statistical	ADJ
aesr-1503	205	6	parameters	parameter	NOUN
aesr-1503	205	7	traits	trait	NOUN
aesr-1503	205	8	r2	r2	PROPN
aesr-1503	205	9	sec	sec	PROPN
aesr-1503	205	10	rmsee	rmsee	PROPN
aesr-1503	205	11	rpd	rpd	PROPN
aesr-1503	205	12	slope	slope	PROPN
aesr-1503	205	13	r2	r2	PROPN
aesr-1503	205	14	v	v	ADP
aesr-1503	205	15	sep	sep	PROPN
aesr-1503	205	16	rmsep	rmsep	PROPN
aesr-1503	205	17	rpd	rpd	PROPN
aesr-1503	205	18	bias	bias	PROPN
aesr-1503	205	19	extract	extract	VERB
aesr-1503	205	20	95.62	95.62	NUM
aesr-1503	205	21	0.65	0.65	NUM
aesr-1503	205	22	0.67	0.67	NUM
aesr-1503	205	23	4.54	4.54	NUM
aesr-1503	205	24	0.95	0.95	NUM
aesr-1503	205	25	0.81	0.81	NUM
aesr-1503	205	26	1.37	1.37	NUM
aesr-1503	205	27	1.34	1.34	NUM
aesr-1503	205	28	2.28	2.28	NUM
aesr-1503	205	29	0.062	0.062	NUM
aesr-1503	205	30	protein	protein	NOUN
aesr-1503	205	31	96.93	96.93	NUM
aesr-1503	205	32	0.33	0.33	NUM
aesr-1503	205	33	0.34	0.34	NUM
aesr-1503	205	34	5.7	5.7	NUM
aesr-1503	205	35	0.97	0.97	NUM
aesr-1503	205	36	0.93	0.93	NUM
aesr-1503	205	37	0.55	0.55	NUM
aesr-1503	205	38	0.54	0.54	NUM
aesr-1503	205	39	3.78	3.78	NUM
aesr-1503	205	40	-0.03	-0.03	NUM
aesr-1503	205	41	friability	friability	NOUN
aesr-1503	205	42	94.75	94.75	NUM
aesr-1503	205	43	4.35	4.35	NUM
aesr-1503	205	44	4.5	4.5	NUM
aesr-1503	205	45	4.36	4.36	NUM
aesr-1503	205	46	0.95	0.95	NUM
aesr-1503	205	47	0.59	0.59	NUM
aesr-1503	205	48	14.10	14.10	NUM
aesr-1503	205	49	13.8	13.8	NUM
aesr-1503	205	50	1.57	1.57	NUM
aesr-1503	205	51	0.32	0.32	NUM
aesr-1503	205	52	β	β	X
aesr-1503	205	53	-	-	PUNCT
aesr-1503	205	54	glucan	glucan	NOUN
aesr-1503	205	55	90.11	90.11	NUM
aesr-1503	205	56	87.90	87.90	NUM
aesr-1503	205	57	91	91	NUM
aesr-1503	205	58	3.18	3.18	NUM
aesr-1503	205	59	0.90	0.90	NUM
aesr-1503	205	60	0.49	0.49	NUM
aesr-1503	205	61	254.33	254.33	NUM
aesr-1503	205	62	249	249	NUM
aesr-1503	205	63	1.41	1.41	NUM
aesr-1503	205	64	-22.6	-22.6	NOUN
aesr-1503	206	1	dm	dm	NUM
aesr-1503	206	2	86.23	86.23	NUM
aesr-1503	206	3	0.15	0.15	NUM
aesr-1503	206	4	0.153	0.153	NUM
aesr-1503	206	5	2.69	2.69	NUM
aesr-1503	206	6	0.86	0.86	NUM
aesr-1503	206	7	0.51	0.51	NUM
aesr-1503	206	8	0.18	0.18	NUM
aesr-1503	206	9	0.29	0.29	NUM
aesr-1503	206	10	1.43	1.43	NUM
aesr-1503	206	11	-0.001	-0.001	NOUN
aesr-1503	206	12	note	note	NOUN
aesr-1503	206	13	:	:	PUNCT
aesr-1503	206	14	sd	sd	PART
aesr-1503	206	15	=	=	SYM
aesr-1503	206	16	standard	standard	ADJ
aesr-1503	206	17	deviation	deviation	NOUN
aesr-1503	206	18	of	of	ADP
aesr-1503	206	19	reference	reference	NOUN
aesr-1503	206	20	data	datum	NOUN
aesr-1503	206	21	;	;	PUNCT
aesr-1503	207	1	r2	r2	PROPN
aesr-1503	207	2	=	=	NOUN
aesr-1503	207	3	coefficient	coefficient	NOUN
aesr-1503	207	4	of	of	ADP
aesr-1503	207	5	determination	determination	NOUN
aesr-1503	207	6	;	;	PUNCT
aesr-1503	207	7	sec	sec	PROPN
aesr-1503	207	8	=	=	PROPN
aesr-1503	207	9	standard	standard	ADJ
aesr-1503	207	10	error	error	NOUN
aesr-1503	207	11	of	of	ADP
aesr-1503	207	12	calibration	calibration	NOUN
aesr-1503	207	13	;	;	PUNCT
aesr-1503	207	14	standard	standard	ADJ
aesr-1503	207	15	error	error	NOUN
aesr-1503	207	16	of	of	ADP
aesr-1503	207	17	prediction	prediction	NOUN
aesr-1503	207	18	;	;	PUNCT
aesr-1503	207	19	rmsee	rmsee	ADJ
aesr-1503	207	20	=	=	SYM
aesr-1503	207	21	root	root	NOUN
aesr-1503	207	22	mean	mean	ADJ
aesr-1503	207	23	square	square	ADJ
aesr-1503	207	24	error	error	NOUN
aesr-1503	207	25	of	of	ADP
aesr-1503	207	26	estimation	estimation	NOUN
aesr-1503	207	27	;	;	PUNCT
aesr-1503	207	28	rpd	rpd	PROPN
aesr-1503	207	29	=	=	NOUN
aesr-1503	207	30	ratio	ratio	NOUN
aesr-1503	207	31	of	of	ADP
aesr-1503	207	32	performance	performance	NOUN
aesr-1503	207	33	to	to	ADP
aesr-1503	207	34	deviation	deviation	NOUN
aesr-1503	207	35	.	.	PUNCT
aesr-1503	208	1	3.4	3.4	NUM
aesr-1503	208	2	.	.	PUNCT
aesr-1503	208	3	traits	trait	NOUN
aesr-1503	208	4	validation	validation	NOUN
aesr-1503	208	5	model	model	NOUN
aesr-1503	208	6	model	model	NOUN
aesr-1503	208	7	evaluation	evaluation	NOUN
aesr-1503	208	8	was	be	AUX
aesr-1503	208	9	performed	perform	VERB
aesr-1503	208	10	by	by	ADP
aesr-1503	208	11	test	test	NOUN
aesr-1503	208	12	set	set	VERB
aesr-1503	208	13	validation	validation	NOUN
aesr-1503	208	14	;	;	PUNCT
aesr-1503	208	15	because	because	SCONJ
aesr-1503	208	16	test	test	NOUN
aesr-1503	208	17	set	set	VERB
aesr-1503	208	18	validation	validation	NOUN
aesr-1503	208	19	is	be	AUX
aesr-1503	208	20	a	a	DET
aesr-1503	208	21	more	more	ADV
aesr-1503	208	22	independent	independent	ADJ
aesr-1503	208	23	validation	validation	NOUN
aesr-1503	208	24	method	method	NOUN
aesr-1503	208	25	than	than	ADP
aesr-1503	208	26	cross	cross	ADJ
aesr-1503	208	27	-	-	ADJ
aesr-1503	208	28	sectional	sectional	ADJ
aesr-1503	208	29	validation	validation	NOUN
aesr-1503	208	30	as	as	ADP
aesr-1503	208	31	williams	williams	PROPN
aesr-1503	208	32	[	[	X
aesr-1503	208	33	14	14	NUM
aesr-1503	208	34	]	]	PUNCT
aesr-1503	208	35	.	.	PUNCT
aesr-1503	209	1	in	in	ADP
aesr-1503	209	2	this	this	DET
aesr-1503	209	3	method	method	NOUN
aesr-1503	209	4	,	,	PUNCT
aesr-1503	209	5	the	the	DET
aesr-1503	209	6	set	set	NOUN
aesr-1503	209	7	of	of	ADP
aesr-1503	209	8	calibration	calibration	NOUN
aesr-1503	209	9	samples	sample	NOUN
aesr-1503	209	10	is	be	AUX
aesr-1503	209	11	divided	divide	VERB
aesr-1503	209	12	into	into	ADP
aesr-1503	209	13	a	a	DET
aesr-1503	209	14	calibration	calibration	NOUN
aesr-1503	209	15	set	set	NOUN
aesr-1503	209	16	and	and	CCONJ
aesr-1503	209	17	validation	validation	NOUN
aesr-1503	209	18	set	set	NOUN
aesr-1503	209	19	.	.	PUNCT
aesr-1503	210	1	according	accord	VERB
aesr-1503	210	2	to	to	ADP
aesr-1503	210	3	this	this	DET
aesr-1503	210	4	study	study	NOUN
aesr-1503	210	5	from	from	ADP
aesr-1503	210	6	60	60	NUM
aesr-1503	210	7	samples,20	samples,20	NOUN
aesr-1503	210	8	samples	sample	NOUN
aesr-1503	210	9	spectral	spectral	ADJ
aesr-1503	210	10	data	datum	NOUN
aesr-1503	210	11	and	and	CCONJ
aesr-1503	210	12	chemistry	chemistry	NOUN
aesr-1503	210	13	data	datum	NOUN
aesr-1503	210	14	was	be	AUX
aesr-1503	210	15	set	set	VERB
aesr-1503	210	16	for	for	ADP
aesr-1503	210	17	validation	validation	NOUN
aesr-1503	210	18	.	.	PUNCT
aesr-1503	211	1	using	use	VERB
aesr-1503	211	2	this	this	DET
aesr-1503	211	3	process	process	NOUN
aesr-1503	211	4	,	,	PUNCT
aesr-1503	211	5	the	the	DET
aesr-1503	211	6	models	model	NOUN
aesr-1503	211	7	were	be	AUX
aesr-1503	211	8	validated	validate	VERB
aesr-1503	211	9	and	and	CCONJ
aesr-1503	211	10	checked	check	VERB
aesr-1503	211	11	for	for	ADP
aesr-1503	211	12	their	their	PRON
aesr-1503	211	13	prediction	prediction	NOUN
aesr-1503	211	14	capacities	capacity	NOUN
aesr-1503	211	15	.	.	PUNCT
aesr-1503	212	1	the	the	DET
aesr-1503	212	2	principle	principle	NOUN
aesr-1503	212	3	was	be	AUX
aesr-1503	212	4	predicting	predict	VERB
aesr-1503	212	5	quantitative	quantitative	ADJ
aesr-1503	212	6	value	value	NOUN
aesr-1503	212	7	using	use	VERB
aesr-1503	212	8	the	the	DET
aesr-1503	212	9	model	model	NOUN
aesr-1503	212	10	from	from	ADP
aesr-1503	212	11	the	the	DET
aesr-1503	212	12	validation	validation	NOUN
aesr-1503	212	13	set	set	VERB
aesr-1503	212	14	spectral	spectral	ADJ
aesr-1503	212	15	data	datum	NOUN
aesr-1503	212	16	and	and	CCONJ
aesr-1503	212	17	comparing	compare	VERB
aesr-1503	212	18	the	the	DET
aesr-1503	212	19	predicted	predict	VERB
aesr-1503	212	20	value	value	NOUN
aesr-1503	212	21	against	against	ADP
aesr-1503	212	22	the	the	DET
aesr-1503	212	23	chemistry	chemistry	NOUN
aesr-1503	212	24	data	datum	NOUN
aesr-1503	212	25	set	set	VERB
aesr-1503	212	26	for	for	ADP
aesr-1503	212	27	validation	validation	NOUN
aesr-1503	212	28	.	.	PUNCT
aesr-1503	213	1	validation	validation	NOUN
aesr-1503	213	2	parameters	parameter	NOUN
aesr-1503	213	3	for	for	ADP
aesr-1503	213	4	each	each	DET
aesr-1503	213	5	barley	barley	NOUN
aesr-1503	213	6	traits	trait	NOUN
aesr-1503	213	7	were	be	AUX
aesr-1503	213	8	acceptable	acceptable	ADJ
aesr-1503	213	9	as	as	ADP
aesr-1503	213	10	in	in	ADP
aesr-1503	213	11	table	table	NOUN
aesr-1503	213	12	2	2	NUM
aesr-1503	213	13	for	for	ADP
aesr-1503	213	14	extract	extract	NOUN
aesr-1503	213	15	content	content	NOUN
aesr-1503	213	16	,	,	PUNCT
aesr-1503	213	17	protein	protein	NOUN
aesr-1503	213	18	content	content	NOUN
aesr-1503	213	19	and	and	CCONJ
aesr-1503	213	20	friability	friability	NOUN
aesr-1503	213	21	having(r2	having(r2	NOUN
aesr-1503	213	22	v=	v=	NOUN
aesr-1503	213	23	0.81	0.81	NUM
aesr-1503	213	24	&	&	CCONJ
aesr-1503	213	25	rpd=2.28	rpd=2.28	PROPN
aesr-1503	213	26	)	)	PUNCT
aesr-1503	213	27	,	,	PUNCT
aesr-1503	213	28	(	(	PUNCT
aesr-1503	213	29	r2	r2	PROPN
aesr-1503	213	30	v=0.93	v=0.93	PROPN
aesr-1503	213	31	&	&	CCONJ
aesr-1503	213	32	rpdv=3.78	rpdv=3.78	NOUN
aesr-1503	213	33	)	)	PUNCT
aesr-1503	213	34	and	and	CCONJ
aesr-1503	213	35	(	(	PUNCT
aesr-1503	213	36	r2	r2	PROPN
aesr-1503	213	37	v=0.59	v=0.59	PROPN
aesr-1503	213	38	&	&	CCONJ
aesr-1503	213	39	rpdv=1.57	rpdv=1.57	PROPN
aesr-1503	213	40	)	)	PUNCT
aesr-1503	213	41	values	value	NOUN
aesr-1503	213	42	respectively	respectively	ADV
aesr-1503	213	43	.	.	PUNCT
aesr-1503	214	1	these	these	DET
aesr-1503	214	2	models	model	NOUN
aesr-1503	214	3	could	could	AUX
aesr-1503	214	4	be	be	AUX
aesr-1503	214	5	applied	apply	VERB
aesr-1503	214	6	for	for	ADP
aesr-1503	214	7	quality	quality	NOUN
aesr-1503	214	8	control	control	NOUN
aesr-1503	214	9	and	and	CCONJ
aesr-1503	214	10	screening	screen	VERB
aesr-1503	214	11	purposes	purpose	NOUN
aesr-1503	214	12	in	in	ADP
aesr-1503	214	13	breeding	breeding	NOUN
aesr-1503	214	14	programs	program	NOUN
aesr-1503	214	15	or	or	CCONJ
aesr-1503	214	16	any	any	DET
aesr-1503	214	17	other	other	ADJ
aesr-1503	214	18	applications	application	NOUN
aesr-1503	214	19	.	.	PUNCT
aesr-1503	215	1	but	but	CCONJ
aesr-1503	215	2	as	as	SCONJ
aesr-1503	215	3	previously	previously	ADV
aesr-1503	215	4	observed	observe	VERB
aesr-1503	215	5	in	in	ADP
aesr-1503	215	6	calibration	calibration	NOUN
aesr-1503	215	7	model	model	NOUN
aesr-1503	215	8	above	above	ADP
aesr-1503	215	9	validation	validation	NOUN
aesr-1503	215	10	result	result	NOUN
aesr-1503	215	11	for	for	ADP
aesr-1503	215	12	beta	beta	NOUN
aesr-1503	215	13	-	-	PUNCT
aesr-1503	215	14	glucan	glucan	NOUN
aesr-1503	215	15	(	(	PUNCT
aesr-1503	215	16	r2	r2	PROPN
aesr-1503	215	17	v=	v=	NOUN
aesr-1503	215	18	0.49	0.49	NUM
aesr-1503	215	19	with	with	ADP
aesr-1503	215	20	rpdv	rpdv	NOUN
aesr-1503	215	21	=	=	SYM
aesr-1503	215	22	1.41	1.41	NUM
aesr-1503	215	23	)	)	PUNCT
aesr-1503	215	24	and	and	CCONJ
aesr-1503	215	25	dm	dm	INTJ
aesr-1503	215	26	(	(	PUNCT
aesr-1503	215	27	r2	r2	PROPN
aesr-1503	215	28	v=	v=	NOUN
aesr-1503	215	29	0.51	0.51	NUM
aesr-1503	215	30	with	with	ADP
aesr-1503	215	31	rpdv	rpdv	NOUN
aesr-1503	215	32	=	=	SYM
aesr-1503	215	33	1.43	1.43	NUM
aesr-1503	215	34	)	)	PUNCT
aesr-1503	215	35	was	be	AUX
aesr-1503	215	36	not	not	PART
aesr-1503	215	37	reflected	reflect	VERB
aesr-1503	215	38	good	good	ADJ
aesr-1503	215	39	model	model	NOUN
aesr-1503	215	40	even	even	ADV
aesr-1503	215	41	though	though	ADV
aesr-1503	215	42	could	could	AUX
aesr-1503	215	43	be	be	AUX
aesr-1503	215	44	used	use	VERB
aesr-1503	215	45	in	in	ADP
aesr-1503	215	46	some	some	DET
aesr-1503	215	47	rough	rough	ADJ
aesr-1503	215	48	screening	screening	NOUN
aesr-1503	215	49	purposes	purpose	NOUN
aesr-1503	215	50	.	.	PUNCT
aesr-1503	216	1	this	this	DET
aesr-1503	216	2	kind	kind	NOUN
aesr-1503	216	3	of	of	ADP
aesr-1503	216	4	model	model	NOUN
aesr-1503	216	5	was	be	AUX
aesr-1503	216	6	not	not	PART
aesr-1503	216	7	widely	widely	ADV
aesr-1503	216	8	usable	usable	ADJ
aesr-1503	216	9	for	for	ADP
aesr-1503	216	10	prediction	prediction	NOUN
aesr-1503	216	11	as	as	ADP
aesr-1503	216	12	black	black	ADJ
aesr-1503	216	13	and	and	CCONJ
aesr-1503	216	14	panozzo	panozzo	NOUN
aesr-1503	217	1	[	[	X
aesr-1503	217	2	16	16	NUM
aesr-1503	217	3	]	]	PUNCT
aesr-1503	217	4	reported	report	VERB
aesr-1503	217	5	unless	unless	SCONJ
aesr-1503	217	6	for	for	ADP
aesr-1503	217	7	simple	simple	ADJ
aesr-1503	217	8	rough	rough	ADJ
aesr-1503	217	9	screening	screening	NOUN
aesr-1503	217	10	purpose	purpose	NOUN
aesr-1503	217	11	.	.	PUNCT
aesr-1503	218	1	other	other	ADJ
aesr-1503	218	2	parameters	parameter	NOUN
aesr-1503	218	3	like	like	ADP
aesr-1503	218	4	sep\rmsep	sep\rmsep	NOUN
aesr-1503	218	5	and	and	CCONJ
aesr-1503	218	6	bias	bias	NOUN
aesr-1503	218	7	with	with	ADP
aesr-1503	218	8	lower	low	ADJ
aesr-1503	218	9	value	value	NOUN
aesr-1503	218	10	reflected	reflect	VERB
aesr-1503	218	11	that	that	SCONJ
aesr-1503	218	12	the	the	DET
aesr-1503	218	13	model	model	NOUN
aesr-1503	218	14	was	be	AUX
aesr-1503	218	15	well	well	ADV
aesr-1503	218	16	performed	perform	VERB
aesr-1503	218	17	.	.	PUNCT
aesr-1503	219	1	these	these	DET
aesr-1503	219	2	validation	validation	NOUN
aesr-1503	219	3	parameters	parameter	NOUN
aesr-1503	219	4	showed	show	VERB
aesr-1503	219	5	very	very	ADV
aesr-1503	219	6	convincing	convincing	ADJ
aesr-1503	219	7	value	value	NOUN
aesr-1503	219	8	that	that	SCONJ
aesr-1503	219	9	the	the	DET
aesr-1503	219	10	user	user	NOUN
aesr-1503	219	11	could	could	AUX
aesr-1503	219	12	believe	believe	VERB
aesr-1503	219	13	the	the	DET
aesr-1503	219	14	model	model	NOUN
aesr-1503	219	15	to	to	PART
aesr-1503	219	16	use	use	VERB
aesr-1503	219	17	for	for	ADP
aesr-1503	219	18	prediction	prediction	NOUN
aesr-1503	219	19	of	of	ADP
aesr-1503	219	20	protein	protein	NOUN
aesr-1503	219	21	,	,	PUNCT
aesr-1503	219	22	extract	extract	NOUN
aesr-1503	219	23	and	and	CCONJ
aesr-1503	219	24	friability	friability	NOUN
aesr-1503	219	25	in	in	ADP
aesr-1503	219	26	general	general	ADJ
aesr-1503	219	27	.	.	PUNCT
aesr-1503	220	1	similarly	similarly	ADV
aesr-1503	220	2	,	,	PUNCT
aesr-1503	220	3	a	a	DET
aesr-1503	220	4	study	study	NOUN
aesr-1503	220	5	by	by	ADP
aesr-1503	220	6	[	[	X
aesr-1503	220	7	18	18	NUM
aesr-1503	220	8	]	]	PUNCT
aesr-1503	220	9	delivered	deliver	VERB
aesr-1503	220	10	excellent	excellent	ADJ
aesr-1503	220	11	prediction	prediction	NOUN
aesr-1503	220	12	models	model	NOUN
aesr-1503	220	13	for	for	ADP
aesr-1503	220	14	these	these	DET
aesr-1503	220	15	traits	trait	NOUN
aesr-1503	220	16	that	that	PRON
aesr-1503	220	17	could	could	AUX
aesr-1503	220	18	be	be	AUX
aesr-1503	220	19	used	use	VERB
aesr-1503	220	20	in	in	ADP
aesr-1503	220	21	most	most	ADJ
aesr-1503	220	22	applications	application	NOUN
aesr-1503	220	23	.	.	PUNCT
aesr-1503	221	1	this	this	PRON
aesr-1503	221	2	should	should	AUX
aesr-1503	221	3	be	be	AUX
aesr-1503	221	4	due	due	ADJ
aesr-1503	221	5	to	to	ADP
aesr-1503	221	6	the	the	DET
aesr-1503	221	7	nature	nature	NOUN
aesr-1503	221	8	of	of	ADP
aesr-1503	221	9	the	the	DET
aesr-1503	221	10	sample	sample	NOUN
aesr-1503	221	11	and	and	CCONJ
aesr-1503	221	12	less	less	ADJ
aesr-1503	221	13	modifying	modify	VERB
aesr-1503	221	14	malting	malting	NOUN
aesr-1503	221	15	process	process	NOUN
aesr-1503	221	16	.	.	PUNCT
aesr-1503	222	1	4	4	X
aesr-1503	222	2	.	.	X
aesr-1503	222	3	conclusion	conclusion	NOUN
aesr-1503	222	4	barley	barley	NOUN
aesr-1503	222	5	is	be	AUX
aesr-1503	222	6	the	the	DET
aesr-1503	222	7	fourth	fourth	ADJ
aesr-1503	222	8	most	most	ADV
aesr-1503	222	9	important	important	ADJ
aesr-1503	222	10	cereal	cereal	NOUN
aesr-1503	222	11	crop	crop	NOUN
aesr-1503	222	12	worldwide	worldwide	ADV
aesr-1503	222	13	.	.	PUNCT
aesr-1503	223	1	also	also	ADV
aesr-1503	223	2	,	,	PUNCT
aesr-1503	223	3	it	it	PRON
aesr-1503	223	4	is	be	AUX
aesr-1503	223	5	a	a	DET
aesr-1503	223	6	crop	crop	NOUN
aesr-1503	223	7	of	of	ADP
aesr-1503	223	8	ancient	ancient	ADJ
aesr-1503	223	9	origin	origin	NOUN
aesr-1503	223	10	in	in	ADP
aesr-1503	223	11	ethiopia	ethiopia	PROPN
aesr-1503	223	12	and	and	CCONJ
aesr-1503	223	13	is	be	AUX
aesr-1503	223	14	considered	consider	VERB
aesr-1503	223	15	as	as	ADP
aesr-1503	223	16	a	a	DET
aesr-1503	223	17	center	center	NOUN
aesr-1503	223	18	of	of	ADP
aesr-1503	223	19	diversity	diversity	NOUN
aesr-1503	223	20	for	for	ADP
aesr-1503	223	21	barley	barley	NOUN
aesr-1503	223	22	,	,	PUNCT
aesr-1503	223	23	because	because	SCONJ
aesr-1503	223	24	of	of	ADP
aesr-1503	223	25	the	the	DET
aesr-1503	223	26	presence	presence	NOUN
aesr-1503	223	27	of	of	ADP
aesr-1503	223	28	great	great	ADJ
aesr-1503	223	29	diversity	diversity	NOUN
aesr-1503	223	30	in	in	ADP
aesr-1503	223	31	ecology	ecology	NOUN
aesr-1503	223	32	.	.	PUNCT
aesr-1503	224	1	most	most	ADJ
aesr-1503	224	2	of	of	ADP
aesr-1503	224	3	the	the	DET
aesr-1503	224	4	ethiopian	ethiopian	ADJ
aesr-1503	224	5	barley	barley	NOUN
aesr-1503	224	6	is	be	AUX
aesr-1503	224	7	consumed	consume	VERB
aesr-1503	224	8	as	as	ADP
aesr-1503	224	9	food	food	NOUN
aesr-1503	224	10	at	at	ADP
aesr-1503	224	11	home	home	NOUN
aesr-1503	224	12	.	.	PUNCT
aesr-1503	225	1	at	at	ADP
aesr-1503	225	2	the	the	DET
aesr-1503	225	3	same	same	ADJ
aesr-1503	225	4	time	time	NOUN
aesr-1503	225	5	using	use	VERB
aesr-1503	225	6	barley	barley	NOUN
aesr-1503	225	7	for	for	ADP
aesr-1503	225	8	malt	malt	NOUN
aesr-1503	225	9	production	production	NOUN
aesr-1503	225	10	establishes	establish	VERB
aesr-1503	225	11	new	new	ADJ
aesr-1503	225	12	value	value	NOUN
aesr-1503	225	13	-	-	PUNCT
aesr-1503	225	14	added	add	VERB
aesr-1503	225	15	chains	chain	NOUN
aesr-1503	225	16	from	from	ADP
aesr-1503	225	17	which	which	PRON
aesr-1503	225	18	ethiopian	ethiopian	ADJ
aesr-1503	225	19	small	small	ADJ
aesr-1503	225	20	holders	holder	NOUN
aesr-1503	225	21	can	can	AUX
aesr-1503	225	22	benefit	benefit	VERB
aesr-1503	225	23	significantly	significantly	ADV
aesr-1503	225	24	.	.	PUNCT
aesr-1503	226	1	the	the	DET
aesr-1503	226	2	main	main	ADJ
aesr-1503	226	3	objective	objective	NOUN
aesr-1503	226	4	of	of	ADP
aesr-1503	226	5	this	this	DET
aesr-1503	226	6	study	study	NOUN
aesr-1503	226	7	was	be	AUX
aesr-1503	226	8	enabling	enable	VERB
aesr-1503	226	9	the	the	DET
aesr-1503	226	10	breeding	breeding	NOUN
aesr-1503	226	11	programs	program	NOUN
aesr-1503	226	12	to	to	PART
aesr-1503	226	13	select	select	VERB
aesr-1503	226	14	the	the	DET
aesr-1503	226	15	appropriate	appropriate	ADJ
aesr-1503	226	16	genotypes	genotype	NOUN
aesr-1503	226	17	easily	easily	ADV
aesr-1503	226	18	by	by	ADP
aesr-1503	226	19	developing	develop	VERB
aesr-1503	226	20	calibration	calibration	NOUN
aesr-1503	226	21	model	model	NOUN
aesr-1503	226	22	using	use	VERB
aesr-1503	226	23	near	near	ADP
aesr-1503	226	24	infrared	infrared	ADJ
aesr-1503	226	25	spectroscopy	spectroscopy	NOUN
aesr-1503	226	26	.	.	PUNCT
aesr-1503	227	1	depending	depend	VERB
aesr-1503	227	2	on	on	ADP
aesr-1503	227	3	the	the	DET
aesr-1503	227	4	objective	objective	ADJ
aesr-1503	227	5	samples	sample	NOUN
aesr-1503	227	6	wet	wet	VERB
aesr-1503	227	7	chemistry	chemistry	NOUN
aesr-1503	227	8	for	for	ADP
aesr-1503	227	9	barley	barley	NOUN
aesr-1503	227	10	(	(	PUNCT
aesr-1503	227	11	extract	extract	NOUN
aesr-1503	227	12	,	,	PUNCT
aesr-1503	227	13	protein	protein	NOUN
aesr-1503	227	14	,	,	PUNCT
aesr-1503	227	15	friability	friability	NOUN
aesr-1503	227	16	,	,	PUNCT
aesr-1503	227	17	beta	beta	NOUN
aesr-1503	227	18	-	-	PUNCT
aesr-1503	227	19	glucan	glucan	NOUN
aesr-1503	227	20	and	and	CCONJ
aesr-1503	227	21	moisture	moisture	NOUN
aesr-1503	227	22	content	content	NOUN
aesr-1503	227	23	)	)	PUNCT
aesr-1503	227	24	were	be	AUX
aesr-1503	227	25	analyzed	analyze	VERB
aesr-1503	227	26	using	use	VERB
aesr-1503	227	27	the	the	DET
aesr-1503	227	28	international	international	ADJ
aesr-1503	227	29	official	official	ADJ
aesr-1503	227	30	methods	method	NOUN
aesr-1503	227	31	described	describe	VERB
aesr-1503	227	32	in	in	ADP
aesr-1503	227	33	materials	material	NOUN
aesr-1503	227	34	and	and	CCONJ
aesr-1503	227	35	method	method	NOUN
aesr-1503	227	36	part	part	NOUN
aesr-1503	227	37	.	.	PUNCT
aesr-1503	228	1	likewise	likewise	ADV
aesr-1503	228	2	,	,	PUNCT
aesr-1503	228	3	calibration	calibration	NOUN
aesr-1503	228	4	models	model	NOUN
aesr-1503	228	5	were	be	AUX
aesr-1503	228	6	developed	develop	VERB
aesr-1503	228	7	for	for	ADP
aesr-1503	228	8	all	all	PRON
aesr-1503	228	9	above	above	ADP
aesr-1503	228	10	mentioned	mention	VERB
aesr-1503	228	11	traits	trait	NOUN
aesr-1503	228	12	using	use	VERB
aesr-1503	228	13	nir	nir	ADJ
aesr-1503	228	14	opus	opus	NOUN
aesr-1503	228	15	software	software	NOUN
aesr-1503	228	16	statistical	statistical	ADJ
aesr-1503	228	17	parameters	parameter	NOUN
aesr-1503	228	18	.	.	PUNCT
aesr-1503	229	1	these	these	DET
aesr-1503	229	2	wet	wet	ADJ
aesr-1503	229	3	chemistry	chemistry	NOUN
aesr-1503	229	4	and	and	CCONJ
aesr-1503	229	5	calibration	calibration	NOUN
aesr-1503	229	6	model	model	NOUN
aesr-1503	229	7	results	result	NOUN
aesr-1503	229	8	demonstrated	demonstrate	VERB
aesr-1503	229	9	a	a	DET
aesr-1503	229	10	realistic	realistic	ADJ
aesr-1503	229	11	approach	approach	NOUN
aesr-1503	229	12	to	to	PART
aesr-1503	229	13	predict	predict	VERB
aesr-1503	229	14	quality	quality	NOUN
aesr-1503	229	15	traits	trait	NOUN
aesr-1503	229	16	of	of	ADP
aesr-1503	229	17	ethiopian	ethiopian	ADJ
aesr-1503	229	18	barley	barley	NOUN
aesr-1503	229	19	protein	protein	NOUN
aesr-1503	229	20	content	content	NOUN
aesr-1503	229	21	,	,	PUNCT
aesr-1503	229	22	extract	extract	VERB
aesr-1503	229	23	content	content	NOUN
aesr-1503	229	24	,	,	PUNCT
aesr-1503	229	25	friability	friability	NOUN
aesr-1503	229	26	,	,	PUNCT
aesr-1503	229	27	ß	ß	NOUN
aesr-1503	229	28	-	-	ADJ
aesr-1503	229	29	glucan	glucan	NOUN
aesr-1503	229	30	and	and	CCONJ
aesr-1503	229	31	dry	dry	ADJ
aesr-1503	229	32	matter	matter	NOUN
aesr-1503	229	33	by	by	ADP
aesr-1503	229	34	applying	apply	VERB
aesr-1503	229	35	nirs	nir	NOUN
aesr-1503	229	36	.	.	PUNCT
aesr-1503	230	1	therefore	therefore	ADV
aesr-1503	230	2	,	,	PUNCT
aesr-1503	230	3	this	this	DET
aesr-1503	230	4	prediction	prediction	NOUN
aesr-1503	230	5	model	model	NOUN
aesr-1503	230	6	will	will	AUX
aesr-1503	230	7	enable	enable	VERB
aesr-1503	230	8	the	the	DET
aesr-1503	230	9	selection	selection	NOUN
aesr-1503	230	10	of	of	ADP
aesr-1503	230	11	appropriate	appropriate	ADJ
aesr-1503	230	12	food	food	NOUN
aesr-1503	230	13	and	and	CCONJ
aesr-1503	230	14	malt	malt	NOUN
aesr-1503	230	15	barley	barley	NOUN
aesr-1503	230	16	genotypes	genotype	NOUN
aesr-1503	230	17	for	for	ADP
aesr-1503	230	18	future	future	ADJ
aesr-1503	230	19	end	end	NOUN
aesr-1503	230	20	goals	goal	NOUN
aesr-1503	230	21	.	.	PUNCT
aesr-1503	231	1	since	since	SCONJ
aesr-1503	231	2	nirs	nirs	PROPN
aesr-1503	231	3	is	be	AUX
aesr-1503	231	4	fast	fast	ADJ
aesr-1503	231	5	and	and	CCONJ
aesr-1503	231	6	cost	cost	NOUN
aesr-1503	231	7	-	-	PUNCT
aesr-1503	231	8	efficient	efficient	ADJ
aesr-1503	231	9	the	the	DET
aesr-1503	231	10	barley	barley	NOUN
aesr-1503	231	11	breeding	breeding	NOUN
aesr-1503	231	12	programs	program	NOUN
aesr-1503	231	13	can	can	AUX
aesr-1503	231	14	increase	increase	VERB
aesr-1503	231	15	the	the	DET
aesr-1503	231	16	intensity	intensity	NOUN
aesr-1503	231	17	of	of	ADP
aesr-1503	231	18	selecting	select	VERB
aesr-1503	231	19	superior	superior	ADJ
aesr-1503	231	20	candidate	candidate	NOUN
aesr-1503	231	21	lines	line	NOUN
aesr-1503	231	22	for	for	ADP
aesr-1503	231	23	variety	variety	NOUN
aesr-1503	231	24	verification	verification	NOUN
aesr-1503	231	25	.	.	PUNCT
aesr-1503	232	1	also	also	ADV
aesr-1503	232	2	with	with	SCONJ
aesr-1503	232	3	regard	regard	NOUN
aesr-1503	232	4	to	to	ADP
aesr-1503	232	5	broadening	broaden	VERB
aesr-1503	232	6	calibration	calibration	NOUN
aesr-1503	232	7	performance	performance	NOUN
aesr-1503	232	8	ethiopian	ethiopian	ADJ
aesr-1503	232	9	barley	barley	NOUN
aesr-1503	232	10	landraces	landrace	NOUN
aesr-1503	232	11	were	be	AUX
aesr-1503	232	12	included	include	VERB
aesr-1503	232	13	in	in	ADP
aesr-1503	232	14	the	the	DET
aesr-1503	232	15	samples	sample	NOUN
aesr-1503	232	16	to	to	PART
aesr-1503	232	17	capture	capture	VERB
aesr-1503	232	18	the	the	DET
aesr-1503	232	19	whole	whole	ADJ
aesr-1503	232	20	ethiopian	ethiopian	ADJ
aesr-1503	232	21	barley	barley	NOUN
aesr-1503	232	22	variability	variability	NOUN
aesr-1503	232	23	.	.	PUNCT
aesr-1503	233	1	agriculture	agriculture	NOUN
aesr-1503	233	2	and	and	CCONJ
aesr-1503	233	3	food	food	NOUN
aesr-1503	233	4	sciences	sciences	PROPN
aesr-1503	233	5	research	research	NOUN
aesr-1503	233	6	,	,	PUNCT
aesr-1503	233	7	2020	2020	NUM
aesr-1503	233	8	,	,	PUNCT
aesr-1503	233	9	7(1	7(1	NUM
aesr-1503	233	10	):	):	PUNCT
aesr-1503	233	11	38	38	NUM
aesr-1503	233	12	-	-	SYM
aesr-1503	233	13	45	45	NUM
aesr-1503	233	14	45	45	NUM
aesr-1503	233	15	©	©	PROPN
aesr-1503	233	16	2020	2020	NUM
aesr-1503	233	17	by	by	ADP
aesr-1503	233	18	the	the	DET
aesr-1503	233	19	authors	author	NOUN
aesr-1503	233	20	;	;	PUNCT
aesr-1503	233	21	licensee	licensee	PROPN
aesr-1503	233	22	asian	asian	ADJ
aesr-1503	233	23	online	online	PROPN
aesr-1503	233	24	journal	journal	PROPN
aesr-1503	233	25	publishing	publishing	NOUN
aesr-1503	233	26	group	group	PROPN
aesr-1503	233	27	5	5	NUM
aesr-1503	233	28	.	.	PUNCT
aesr-1503	234	1	recommendation	recommendation	NOUN
aesr-1503	234	2	malt	malt	NOUN
aesr-1503	234	3	quality	quality	NOUN
aesr-1503	234	4	traits	trait	NOUN
aesr-1503	234	5	that	that	PRON
aesr-1503	234	6	could	could	AUX
aesr-1503	234	7	have	have	VERB
aesr-1503	234	8	direct	direct	ADJ
aesr-1503	234	9	or	or	CCONJ
aesr-1503	234	10	indirect	indirect	ADJ
aesr-1503	234	11	correlation	correlation	NOUN
aesr-1503	234	12	with	with	ADP
aesr-1503	234	13	the	the	DET
aesr-1503	234	14	identified	identify	VERB
aesr-1503	234	15	traits	trait	NOUN
aesr-1503	234	16	should	should	AUX
aesr-1503	234	17	be	be	AUX
aesr-1503	234	18	included	include	VERB
aesr-1503	234	19	for	for	ADP
aesr-1503	234	20	model	model	NOUN
aesr-1503	234	21	development	development	NOUN
aesr-1503	234	22	to	to	PART
aesr-1503	234	23	reduce	reduce	VERB
aesr-1503	234	24	matrix	matrix	NOUN
aesr-1503	234	25	effect	effect	NOUN
aesr-1503	234	26	.	.	PUNCT
aesr-1503	235	1	for	for	ADP
aesr-1503	235	2	some	some	PRON
aesr-1503	235	3	of	of	ADP
aesr-1503	235	4	the	the	DET
aesr-1503	235	5	traits	trait	NOUN
aesr-1503	235	6	like	like	ADP
aesr-1503	235	7	dry	dry	ADJ
aesr-1503	235	8	matter	matter	NOUN
aesr-1503	235	9	and	and	CCONJ
aesr-1503	235	10	beta	beta	NOUN
aesr-1503	235	11	-	-	PUNCT
aesr-1503	235	12	glucan	glucan	NOUN
aesr-1503	235	13	further	further	ADJ
aesr-1503	235	14	study	study	NOUN
aesr-1503	235	15	is	be	AUX
aesr-1503	235	16	very	very	ADV
aesr-1503	235	17	important	important	ADJ
aesr-1503	235	18	to	to	PART
aesr-1503	235	19	distinguish	distinguish	VERB
aesr-1503	235	20	between	between	ADP
aesr-1503	235	21	sample	sample	NOUN
aesr-1503	235	22	variability	variability	NOUN
aesr-1503	235	23	range	range	NOUN
aesr-1503	235	24	and	and	CCONJ
aesr-1503	235	25	wet	wet	ADJ
aesr-1503	235	26	chemistry	chemistry	NOUN
aesr-1503	235	27	analysis	analysis	NOUN
aesr-1503	235	28	inaccuracy	inaccuracy	ADJ
aesr-1503	235	29	which	which	PRON
aesr-1503	235	30	could	could	AUX
aesr-1503	235	31	contribute	contribute	VERB
aesr-1503	235	32	to	to	ADP
aesr-1503	235	33	results	result	NOUN
aesr-1503	235	34	less	less	ADV
aesr-1503	235	35	trusted	trusted	ADJ
aesr-1503	235	36	model	model	NOUN
aesr-1503	235	37	observed	observe	VERB
aesr-1503	235	38	in	in	ADP
aesr-1503	235	39	most	most	ADJ
aesr-1503	235	40	studies	study	NOUN
aesr-1503	235	41	.	.	PUNCT
aesr-1503	236	1	also	also	ADV
aesr-1503	236	2	,	,	PUNCT
aesr-1503	236	3	to	to	PART
aesr-1503	236	4	develop	develop	VERB
aesr-1503	236	5	most	most	ADV
aesr-1503	236	6	excellent	excellent	ADJ
aesr-1503	236	7	prediction	prediction	NOUN
aesr-1503	236	8	method	method	NOUN
aesr-1503	236	9	for	for	ADP
aesr-1503	236	10	barley	barley	NOUN
aesr-1503	236	11	,	,	PUNCT
aesr-1503	236	12	excellent	excellent	ADJ
aesr-1503	236	13	sample	sample	NOUN
aesr-1503	236	14	variability	variability	NOUN
aesr-1503	236	15	,	,	PUNCT
aesr-1503	236	16	accurate	accurate	ADJ
aesr-1503	236	17	wet	wet	ADJ
aesr-1503	236	18	chemistry	chemistry	NOUN
aesr-1503	236	19	data	datum	NOUN
aesr-1503	236	20	and	and	CCONJ
aesr-1503	236	21	having	have	VERB
aesr-1503	236	22	good	good	ADJ
aesr-1503	236	23	instrument	instrument	NOUN
aesr-1503	236	24	condition	condition	NOUN
aesr-1503	236	25	is	be	AUX
aesr-1503	236	26	very	very	ADV
aesr-1503	236	27	important	important	ADJ
aesr-1503	236	28	.	.	PUNCT
aesr-1503	237	1	references	reference	NOUN
aesr-1503	237	2	[	[	X
aesr-1503	237	3	1	1	X
aesr-1503	237	4	]	]	PUNCT
aesr-1503	237	5	s.	s.	PROPN
aesr-1503	237	6	marwat	marwat	PROPN
aesr-1503	237	7	,	,	PUNCT
aesr-1503	237	8	m.	m.	NOUN
aesr-1503	237	9	hashimi	hashimi	PROPN
aesr-1503	237	10	,	,	PUNCT
aesr-1503	237	11	and	and	CCONJ
aesr-1503	237	12	k.	k.	PROPN
aesr-1503	237	13	khan	khan	PROPN
aesr-1503	237	14	,	,	PUNCT
aesr-1503	237	15	"	"	PUNCT
aesr-1503	237	16	barley	barley	NOUN
aesr-1503	237	17	(	(	PUNCT
aesr-1503	237	18	hordeum	hordeum	PROPN
aesr-1503	237	19	vulgare	vulgare	PROPN
aesr-1503	237	20	l.	l.	PROPN
aesr-1503	237	21	)	)	PUNCT
aesr-1503	237	22	a	a	DET
aesr-1503	237	23	prophetic	prophetic	ADJ
aesr-1503	237	24	food	food	NOUN
aesr-1503	237	25	mentioned	mention	VERB
aesr-1503	237	26	in	in	ADP
aesr-1503	237	27	ahadith	ahadith	NOUN
aesr-1503	237	28	and	and	CCONJ
aesr-1503	237	29	its	its	PRON
aesr-1503	237	30	ethnobotanical	ethnobotanical	ADJ
aesr-1503	237	31	importance	importance	NOUN
aesr-1503	237	32	,	,	PUNCT
aesr-1503	237	33	"	"	PUNCT
aesr-1503	237	34	american	american	ADJ
aesr-1503	237	35	-	-	PUNCT
aesr-1503	237	36	eurasian	eurasian	ADJ
aesr-1503	237	37	journal	journal	NOUN
aesr-1503	237	38	of	of	ADP
aesr-1503	237	39	agricultural	agricultural	ADJ
aesr-1503	237	40	&	&	CCONJ
aesr-1503	237	41	environmental	environmental	ADJ
aesr-1503	237	42	sciences	sciences	PROPN
aesr-1503	237	43	,	,	PUNCT
aesr-1503	237	44	vol	vol	NOUN
aesr-1503	237	45	.	.	PROPN
aesr-1503	237	46	12	12	NUM
aesr-1503	237	47	,	,	PUNCT
aesr-1503	237	48	pp	pp	ADJ
aesr-1503	237	49	.	.	PUNCT
aesr-1503	238	1	835	835	NUM
aesr-1503	238	2	-	-	SYM
aesr-1503	238	3	41	41	NUM
aesr-1503	238	4	,	,	PUNCT
aesr-1503	238	5	2012	2012	NUM
aesr-1503	238	6	.	.	PUNCT
aesr-1503	239	1	[	[	X
aesr-1503	239	2	2	2	NUM
aesr-1503	239	3	]	]	X
aesr-1503	239	4	fao	fao	NOUN
aesr-1503	239	5	,	,	PUNCT
aesr-1503	239	6	"	"	PUNCT
aesr-1503	239	7	food	food	NOUN
aesr-1503	239	8	balance	balance	NOUN
aesr-1503	239	9	sheets	sheet	NOUN
aesr-1503	239	10	.	.	PUNCT
aesr-1503	240	1	faostat	faostat	PROPN
aesr-1503	240	2	.	.	PUNCT
aesr-1503	241	1	rome	rome	PROPN
aesr-1503	241	2	.	.	PUNCT
aesr-1503	242	1	retrieved	retrieve	VERB
aesr-1503	242	2	from	from	ADP
aesr-1503	242	3	:	:	PUNCT
aesr-1503	242	4	http://faostat3.fao.org/download/fb/fbs/e	http://faostat3.fao.org/download/fb/fbs/e	NOUN
aesr-1503	242	5	,	,	PUNCT
aesr-1503	242	6	"	"	PUNCT
aesr-1503	242	7	2014	2014	NUM
aesr-1503	242	8	.	.	PUNCT
aesr-1503	243	1	[	[	X
aesr-1503	243	2	3	3	X
aesr-1503	243	3	]	]	PUNCT
aesr-1503	243	4	s.	s.	PROPN
aesr-1503	243	5	e.	e.	PROPN
aesr-1503	243	6	ullrich	ullrich	PROPN
aesr-1503	243	7	,	,	PUNCT
aesr-1503	243	8	genetics	genetic	NOUN
aesr-1503	243	9	and	and	CCONJ
aesr-1503	243	10	breeding	breeding	NOUN
aesr-1503	243	11	of	of	ADP
aesr-1503	243	12	barley	barley	NOUN
aesr-1503	243	13	quality	quality	NOUN
aesr-1503	243	14	attributes	attribute	NOUN
aesr-1503	243	15	.	.	PUNCT
aesr-1503	244	1	in	in	ADP
aesr-1503	244	2	:	:	PUNCT
aesr-1503	244	3	barley	barley	NOUN
aesr-1503	244	4	science	science	NOUN
aesr-1503	244	5	:	:	PUNCT
aesr-1503	244	6	recentadvances	recentadvance	NOUN
aesr-1503	244	7	from	from	ADP
aesr-1503	244	8	molecular	molecular	ADJ
aesr-1503	244	9	biology	biology	NOUN
aesr-1503	244	10	to	to	ADP
aesr-1503	244	11	agronomy	agronomy	NOUN
aesr-1503	244	12	of	of	ADP
aesr-1503	244	13	yield	yield	NOUN
aesr-1503	244	14	and	and	CCONJ
aesr-1503	244	15	quality	quality	NOUN
aesr-1503	244	16	(	(	PUNCT
aesr-1503	244	17	edited	edit	VERB
aesr-1503	244	18	by	by	ADP
aesr-1503	244	19	g.a	g.a	PROPN
aesr-1503	244	20	.	.	PROPN
aesr-1503	244	21	slafer	slafer	PROPN
aesr-1503	244	22	,	,	PUNCT
aesr-1503	244	23	j.l	j.l	PROPN
aesr-1503	244	24	.	.	PROPN
aesr-1503	244	25	molina	molina	PROPN
aesr-1503	244	26	-	-	PUNCT
aesr-1503	244	27	cano	cano	PROPN
aesr-1503	244	28	,	,	PUNCT
aesr-1503	244	29	r.	r.	PROPN
aesr-1503	244	30	savin	savin	PROPN
aesr-1503	244	31	,	,	PUNCT
aesr-1503	244	32	j.l	j.l	PROPN
aesr-1503	244	33	.	.	PROPN
aesr-1503	244	34	araus	araus	PROPN
aesr-1503	244	35	&	&	CCONJ
aesr-1503	244	36	i.	i.	PROPN
aesr-1503	244	37	romagosa	romagosa	PROPN
aesr-1503	244	38	)	)	PUNCT
aesr-1503	244	39	.	.	PUNCT
aesr-1503	245	1	binghamton	binghamton	PROPN
aesr-1503	245	2	,	,	PUNCT
aesr-1503	245	3	new	new	PROPN
aesr-1503	245	4	york	york	PROPN
aesr-1503	245	5	:	:	PUNCT
aesr-1503	245	6	the	the	DET
aesr-1503	245	7	haworth	haworth	PROPN
aesr-1503	245	8	press	press	PROPN
aesr-1503	245	9	,	,	PUNCT
aesr-1503	245	10	2002	2002	NUM
aesr-1503	245	11	.	.	PUNCT
aesr-1503	246	1	[	[	X
aesr-1503	246	2	4	4	X
aesr-1503	246	3	]	]	PUNCT
aesr-1503	246	4	s.	s.	PROPN
aesr-1503	246	5	kreisz	kreisz	PROPN
aesr-1503	246	6	,	,	PUNCT
aesr-1503	246	7	malting	malting	NOUN
aesr-1503	246	8	.	.	PUNCT
aesr-1503	247	1	in	in	ADP
aesr-1503	247	2	:	:	PUNCT
aesr-1503	247	3	handbook	handbook	NOUN
aesr-1503	247	4	of	of	ADP
aesr-1503	247	5	brewing	brewing	NOUN
aesr-1503	247	6	:	:	PUNCT
aesr-1503	247	7	processes	process	NOUN
aesr-1503	247	8	,	,	PUNCT
aesr-1503	247	9	technology	technology	NOUN
aesr-1503	247	10	,	,	PUNCT
aesr-1503	247	11	markets	market	NOUN
aesr-1503	247	12	(	(	PUNCT
aesr-1503	247	13	edited	edit	VERB
aesr-1503	247	14	by	by	ADP
aesr-1503	247	15	h.m	h.m	PROPN
aesr-1503	247	16	.	.	PROPN
aesr-1503	247	17	eßlinger	eßlinger	PROPN
aesr-1503	247	18	)	)	PUNCT
aesr-1503	247	19	.	.	PUNCT
aesr-1503	248	1	weinheim	weinheim	PROPN
aesr-1503	248	2	:	:	PUNCT
aesr-1503	248	3	wiley	wiley	PROPN
aesr-1503	248	4	-	-	PUNCT
aesr-1503	248	5	vch	vch	PROPN
aesr-1503	248	6	verlaggmbh	verlaggmbh	PROPN
aesr-1503	248	7	&	&	CCONJ
aesr-1503	248	8	co.	co.	PROPN
aesr-1503	248	9	kgaa	kgaa	PROPN
aesr-1503	248	10	,	,	PUNCT
aesr-1503	248	11	2009	2009	NUM
aesr-1503	248	12	.	.	PUNCT
aesr-1503	249	1	[	[	X
aesr-1503	249	2	5	5	X
aesr-1503	249	3	]	]	PUNCT
aesr-1503	249	4	d.	d.	PROPN
aesr-1503	249	5	e.	e.	PROPN
aesr-1503	249	6	briggs	briggs	PROPN
aesr-1503	249	7	,	,	PUNCT
aesr-1503	249	8	hough	hough	PROPN
aesr-1503	249	9	.	.	PUNCT
aesr-1503	250	1	js	js	PROPN
aesr-1503	250	2	,	,	PUNCT
aesr-1503	250	3	stevens	stevens	PROPN
aesr-1503	250	4	,	,	PUNCT
aesr-1503	250	5	r.	r.	PROPN
aesr-1503	250	6	&	&	CCONJ
aesr-1503	250	7	young	young	PROPN
aesr-1503	250	8	,	,	PUNCT
aesr-1503	250	9	tw	tw	PROPN
aesr-1503	250	10	,	,	PUNCT
aesr-1503	250	11	‘	'	PUNCT
aesr-1503	250	12	.	.	PUNCT
aesr-1503	251	1	malting	malt	VERB
aesr-1503	251	2	and	and	CCONJ
aesr-1503	251	3	brewing	brewing	NOUN
aesr-1503	251	4	science	science	NOUN
aesr-1503	251	5	'	'	PUNCT
aesr-1503	251	6	.	.	PUNCT
aesr-1503	252	1	london	london	PROPN
aesr-1503	252	2	:	:	PUNCT
aesr-1503	252	3	chapman	chapman	NOUN
aesr-1503	252	4	and	and	CCONJ
aesr-1503	252	5	hall	hall	PROPN
aesr-1503	252	6	,	,	PUNCT
aesr-1503	252	7	1981	1981	NUM
aesr-1503	252	8	.	.	PUNCT
aesr-1503	253	1	[	[	X
aesr-1503	253	2	6	6	NUM
aesr-1503	253	3	]	]	PUNCT
aesr-1503	253	4	t.	t.	NOUN
aesr-1503	253	5	woodcock	woodcock	NOUN
aesr-1503	253	6	,	,	PUNCT
aesr-1503	253	7	g.	g.	PROPN
aesr-1503	253	8	downey	downey	PROPN
aesr-1503	253	9	,	,	PUNCT
aesr-1503	253	10	and	and	CCONJ
aesr-1503	253	11	c.	c.	PROPN
aesr-1503	253	12	p.	p.	PROPN
aesr-1503	253	13	o'donnell	o'donnell	PROPN
aesr-1503	253	14	,	,	PUNCT
aesr-1503	253	15	"	"	PUNCT
aesr-1503	253	16	better	well	ADJ
aesr-1503	253	17	quality	quality	NOUN
aesr-1503	253	18	food	food	NOUN
aesr-1503	253	19	and	and	CCONJ
aesr-1503	253	20	beverages	beverage	NOUN
aesr-1503	253	21	:	:	PUNCT
aesr-1503	253	22	the	the	DET
aesr-1503	253	23	role	role	NOUN
aesr-1503	253	24	of	of	ADP
aesr-1503	253	25	near	near	ADP
aesr-1503	253	26	infrared	infrared	ADJ
aesr-1503	253	27	spectroscopy	spectroscopy	NOUN
aesr-1503	253	28	,	,	PUNCT
aesr-1503	253	29	"	"	PUNCT
aesr-1503	253	30	journal	journal	NOUN
aesr-1503	253	31	of	of	ADP
aesr-1503	253	32	near	near	PROPN
aesr-1503	253	33	infrared	infrared	ADJ
aesr-1503	253	34	spectroscopy	spectroscopy	NOUN
aesr-1503	253	35	,	,	PUNCT
aesr-1503	253	36	vol	vol	NOUN
aesr-1503	253	37	.	.	PROPN
aesr-1503	253	38	16	16	NUM
aesr-1503	253	39	,	,	PUNCT
aesr-1503	253	40	pp	pp	ADJ
aesr-1503	253	41	.	.	PUNCT
aesr-1503	254	1	1	1	NUM
aesr-1503	254	2	-	-	SYM
aesr-1503	254	3	29	29	NUM
aesr-1503	254	4	,	,	PUNCT
aesr-1503	254	5	2008	2008	NUM
aesr-1503	254	6	.	.	PUNCT
aesr-1503	255	1	available	available	ADJ
aesr-1503	255	2	at	at	ADP
aesr-1503	255	3	:	:	PUNCT
aesr-1503	255	4	https://doi.org/10.1255/jnirs.758	https://doi.org/10.1255/jnirs.758	X
aesr-1503	255	5	.	.	PUNCT
aesr-1503	256	1	[	[	X
aesr-1503	256	2	7	7	X
aesr-1503	256	3	]	]	X
aesr-1503	256	4	c.	c.	PROPN
aesr-1503	256	5	pasquini	pasquini	PROPN
aesr-1503	256	6	,	,	PUNCT
aesr-1503	256	7	"	"	PUNCT
aesr-1503	256	8	near	near	ADP
aesr-1503	256	9	infrared	infrared	ADJ
aesr-1503	256	10	spectroscopy	spectroscopy	NOUN
aesr-1503	256	11	:	:	PUNCT
aesr-1503	256	12	fundamentals	fundamental	NOUN
aesr-1503	256	13	,	,	PUNCT
aesr-1503	256	14	practical	practical	ADJ
aesr-1503	256	15	aspects	aspect	NOUN
aesr-1503	256	16	and	and	CCONJ
aesr-1503	256	17	analytical	analytical	ADJ
aesr-1503	256	18	applications	application	NOUN
aesr-1503	256	19	,	,	PUNCT
aesr-1503	256	20	"	"	PUNCT
aesr-1503	256	21	journal	journal	NOUN
aesr-1503	256	22	of	of	ADP
aesr-1503	256	23	the	the	DET
aesr-1503	256	24	brazilian	brazilian	ADJ
aesr-1503	256	25	chemical	chemical	NOUN
aesr-1503	256	26	society	society	NOUN
aesr-1503	256	27	,	,	PUNCT
aesr-1503	256	28	vol	vol	NOUN
aesr-1503	256	29	.	.	PROPN
aesr-1503	256	30	14	14	NUM
aesr-1503	256	31	,	,	PUNCT
aesr-1503	256	32	pp	pp	ADJ
aesr-1503	256	33	.	.	PUNCT
aesr-1503	256	34	198	198	NUM
aesr-1503	256	35	-	-	SYM
aesr-1503	256	36	219	219	NUM
aesr-1503	256	37	,	,	PUNCT
aesr-1503	256	38	2003	2003	NUM
aesr-1503	256	39	.	.	PUNCT
aesr-1503	256	40	available	available	ADJ
aesr-1503	256	41	at	at	ADP
aesr-1503	256	42	:	:	PUNCT
aesr-1503	256	43	https://doi.org/10.1590/s0103-50532003000200006	https://doi.org/10.1590/s0103-50532003000200006	PROPN
aesr-1503	256	44	.	.	PUNCT
aesr-1503	257	1	[	[	X
aesr-1503	257	2	8	8	X
aesr-1503	257	3	]	]	X
aesr-1503	257	4	h.	h.	PROPN
aesr-1503	257	5	huang	huang	PROPN
aesr-1503	257	6	,	,	PUNCT
aesr-1503	257	7	h.	h.	PROPN
aesr-1503	257	8	yu	yu	PROPN
aesr-1503	257	9	,	,	PUNCT
aesr-1503	257	10	h.	h.	PROPN
aesr-1503	257	11	xu	xu	PROPN
aesr-1503	257	12	,	,	PUNCT
aesr-1503	257	13	and	and	CCONJ
aesr-1503	257	14	y.	y.	PROPN
aesr-1503	257	15	ying	ying	PROPN
aesr-1503	257	16	,	,	PUNCT
aesr-1503	257	17	"	"	PUNCT
aesr-1503	257	18	near	near	ADP
aesr-1503	257	19	infrared	infrared	ADJ
aesr-1503	257	20	spectroscopy	spectroscopy	NOUN
aesr-1503	257	21	for	for	ADP
aesr-1503	257	22	on	on	ADP
aesr-1503	257	23	/	/	SYM
aesr-1503	257	24	in	in	ADP
aesr-1503	257	25	-	-	PUNCT
aesr-1503	257	26	line	line	NOUN
aesr-1503	257	27	monitoring	monitoring	NOUN
aesr-1503	257	28	of	of	ADP
aesr-1503	257	29	quality	quality	NOUN
aesr-1503	257	30	in	in	ADP
aesr-1503	257	31	foods	food	NOUN
aesr-1503	257	32	and	and	CCONJ
aesr-1503	257	33	beverages	beverage	NOUN
aesr-1503	257	34	:	:	PUNCT
aesr-1503	257	35	a	a	DET
aesr-1503	257	36	review	review	NOUN
aesr-1503	257	37	,	,	PUNCT
aesr-1503	257	38	"	"	PUNCT
aesr-1503	257	39	journal	journal	NOUN
aesr-1503	257	40	of	of	ADP
aesr-1503	257	41	food	food	NOUN
aesr-1503	257	42	engineering	engineering	NOUN
aesr-1503	257	43	,	,	PUNCT
aesr-1503	257	44	vol	vol	NOUN
aesr-1503	257	45	.	.	PROPN
aesr-1503	257	46	87	87	NUM
aesr-1503	257	47	,	,	PUNCT
aesr-1503	257	48	pp	pp	ADJ
aesr-1503	257	49	.	.	PUNCT
aesr-1503	257	50	303	303	NUM
aesr-1503	257	51	-	-	SYM
aesr-1503	257	52	313	313	NUM
aesr-1503	257	53	,	,	PUNCT
aesr-1503	257	54	2008	2008	NUM
aesr-1503	257	55	.	.	PUNCT
aesr-1503	257	56	available	available	ADJ
aesr-1503	257	57	at	at	ADP
aesr-1503	257	58	:	:	PUNCT
aesr-1503	257	59	https://doi.org/10.1016/j.jfoodeng.2007.12.022	https://doi.org/10.1016/j.jfoodeng.2007.12.022	X
aesr-1503	257	60	.	.	PUNCT
aesr-1503	258	1	[	[	X
aesr-1503	258	2	9	9	NUM
aesr-1503	258	3	]	]	X
aesr-1503	258	4	w.	w.	PROPN
aesr-1503	258	5	wang	wang	PROPN
aesr-1503	258	6	and	and	CCONJ
aesr-1503	258	7	j.	j.	PROPN
aesr-1503	258	8	paliwal	paliwal	PROPN
aesr-1503	258	9	,	,	PUNCT
aesr-1503	258	10	"	"	PUNCT
aesr-1503	258	11	near	near	ADV
aesr-1503	258	12	-	-	PUNCT
aesr-1503	258	13	infrared	infrared	ADJ
aesr-1503	258	14	spectroscopy	spectroscopy	NOUN
aesr-1503	258	15	and	and	CCONJ
aesr-1503	258	16	imaging	imaging	NOUN
aesr-1503	258	17	in	in	ADP
aesr-1503	258	18	food	food	NOUN
aesr-1503	258	19	quality	quality	NOUN
aesr-1503	258	20	and	and	CCONJ
aesr-1503	258	21	safety	safety	NOUN
aesr-1503	258	22	,	,	PUNCT
aesr-1503	258	23	"	"	PUNCT
aesr-1503	258	24	sensing	sense	VERB
aesr-1503	258	25	and	and	CCONJ
aesr-1503	258	26	instrumentation	instrumentation	NOUN
aesr-1503	258	27	for	for	ADP
aesr-1503	258	28	food	food	NOUN
aesr-1503	258	29	quality	quality	NOUN
aesr-1503	258	30	and	and	CCONJ
aesr-1503	258	31	safety	safety	NOUN
aesr-1503	258	32	,	,	PUNCT
aesr-1503	258	33	vol	vol	NOUN
aesr-1503	258	34	.	.	PROPN
aesr-1503	258	35	1	1	NUM
aesr-1503	258	36	,	,	PUNCT
aesr-1503	258	37	pp	pp	ADJ
aesr-1503	258	38	.	.	PUNCT
aesr-1503	258	39	193	193	NUM
aesr-1503	258	40	-	-	SYM
aesr-1503	258	41	207	207	NUM
aesr-1503	258	42	,	,	PUNCT
aesr-1503	258	43	2007	2007	NUM
aesr-1503	258	44	.	.	PUNCT
aesr-1503	259	1	available	available	ADJ
aesr-1503	259	2	at	at	ADP
aesr-1503	259	3	:	:	PUNCT
aesr-1503	259	4	https://doi.org/10.1007/s11694-007-9022-0	https://doi.org/10.1007/s11694-007-9022-0	NUM
aesr-1503	259	5	.	.	PUNCT
aesr-1503	260	1	[	[	X
aesr-1503	260	2	10	10	NUM
aesr-1503	260	3	]	]	X
aesr-1503	260	4	m.	m.	NOUN
aesr-1503	260	5	nilsen	nilsen	PROPN
aesr-1503	260	6	and	and	CCONJ
aesr-1503	260	7	j.	j.	PROPN
aesr-1503	260	8	panozzo	panozzo	PROPN
aesr-1503	260	9	,	,	PUNCT
aesr-1503	260	10	in	in	ADP
aesr-1503	260	11	:	:	PUNCT
aesr-1503	260	12	leaping	leap	VERB
aesr-1503	260	13	ahead	ahead	ADV
aesr-1503	260	14	with	with	ADP
aesr-1503	260	15	near	near	ADP
aesr-1503	260	16	infrared	infrared	ADJ
aesr-1503	260	17	spectroscopy	spectroscopy	NOUN
aesr-1503	260	18	.	.	PUNCT
aesr-1503	261	1	ed	ed	NOUN
aesr-1503	261	2	by	by	ADP
aesr-1503	261	3	batten	batten	NOUN
aesr-1503	261	4	,	,	PUNCT
aesr-1503	261	5	g.d	g.d	PROPN
aesr-1503	261	6	.	.	PROPN
aesr-1503	261	7	,	,	PUNCT
aesr-1503	261	8	flinn	flinn	PROPN
aesr-1503	261	9	,	,	PUNCT
aesr-1503	261	10	p.c	p.c	PROPN
aesr-1503	261	11	.	.	PROPN
aesr-1503	261	12	,	,	PUNCT
aesr-1503	261	13	welsh	welsh	PROPN
aesr-1503	261	14	,	,	PUNCT
aesr-1503	261	15	l.a	l.a	PROPN
aesr-1503	261	16	.	.	PROPN
aesr-1503	261	17	and	and	CCONJ
aesr-1503	261	18	blakeney	blakeney	PROPN
aesr-1503	261	19	,	,	PUNCT
aesr-1503	261	20	a.b	a.b	PROPN
aesr-1503	261	21	.	.	PROPN
aesr-1503	261	22	australia	australia	PROPN
aesr-1503	261	23	:	:	PUNCT
aesr-1503	261	24	nir	nir	PROPN
aesr-1503	261	25	spectroscopy	spectroscopy	NOUN
aesr-1503	261	26	group	group	NOUN
aesr-1503	261	27	,	,	PUNCT
aesr-1503	261	28	1995	1995	NUM
aesr-1503	261	29	.	.	PUNCT
aesr-1503	262	1	[	[	X
aesr-1503	262	2	11	11	NUM
aesr-1503	262	3	]	]	X
aesr-1503	262	4	european	european	PROPN
aesr-1503	262	5	brewery	brewery	PROPN
aesr-1503	262	6	convention	convention	PROPN
aesr-1503	262	7	,	,	PUNCT
aesr-1503	262	8	analytica	analytica	PROPN
aesr-1503	262	9	ebc	ebc	PROPN
aesr-1503	262	10	,	,	PUNCT
aesr-1503	262	11	5th	5th	ADJ
aesr-1503	262	12	ed	ed	NOUN
aesr-1503	262	13	.	.	PUNCT
aesr-1503	263	1	nurnberg	nurnberg	PROPN
aesr-1503	263	2	,	,	PUNCT
aesr-1503	263	3	germany	germany	PROPN
aesr-1503	263	4	:	:	PUNCT
aesr-1503	263	5	verlag	verlag	PROPN
aesr-1503	263	6	hans	hans	PROPN
aesr-1503	263	7	carl	carl	PROPN
aesr-1503	263	8	,	,	PUNCT
aesr-1503	263	9	1998	1998	NUM
aesr-1503	263	10	.	.	PUNCT
aesr-1503	264	1	[	[	X
aesr-1503	264	2	12	12	NUM
aesr-1503	264	3	]	]	PUNCT
aesr-1503	264	4	aoac	aoac	ADJ
aesr-1503	264	5	,	,	PUNCT
aesr-1503	264	6	official	official	ADJ
aesr-1503	264	7	methods	method	NOUN
aesr-1503	264	8	of	of	ADP
aesr-1503	264	9	analysis	analysis	NOUN
aesr-1503	264	10	,	,	PUNCT
aesr-1503	264	11	17th	17th	ADJ
aesr-1503	264	12	ed	ed	NOUN
aesr-1503	264	13	.	.	PUNCT
aesr-1503	265	1	usa	usa	PROPN
aesr-1503	265	2	:	:	PUNCT
aesr-1503	265	3	association	association	NOUN
aesr-1503	265	4	of	of	ADP
aesr-1503	265	5	official	official	ADJ
aesr-1503	265	6	analytical	analytical	NOUN
aesr-1503	265	7	,	,	PUNCT
aesr-1503	265	8	2000	2000	NUM
aesr-1503	265	9	.	.	PUNCT
aesr-1503	266	1	[	[	X
aesr-1503	266	2	13	13	NUM
aesr-1503	266	3	]	]	PUNCT
aesr-1503	266	4	l.	l.	PROPN
aesr-1503	266	5	c.	c.	PROPN
aesr-1503	266	6	krapf	krapf	PROPN
aesr-1503	266	7	,	,	PUNCT
aesr-1503	266	8	a.	a.	PROPN
aesr-1503	266	9	gronauer	gronauer	PROPN
aesr-1503	266	10	,	,	PUNCT
aesr-1503	266	11	u.	u.	PROPN
aesr-1503	266	12	schmidhalter	schmidhalter	NOUN
aesr-1503	266	13	,	,	PUNCT
aesr-1503	266	14	and	and	CCONJ
aesr-1503	266	15	h.	h.	PROPN
aesr-1503	266	16	heuwinkel	heuwinkel	PROPN
aesr-1503	266	17	,	,	PUNCT
aesr-1503	266	18	"	"	PUNCT
aesr-1503	266	19	near	near	ADP
aesr-1503	266	20	infrared	infrared	ADJ
aesr-1503	266	21	spectroscopy	spectroscopy	NOUN
aesr-1503	266	22	calibrations	calibration	NOUN
aesr-1503	266	23	for	for	ADP
aesr-1503	266	24	the	the	DET
aesr-1503	266	25	estimation	estimation	NOUN
aesr-1503	266	26	of	of	ADP
aesr-1503	266	27	process	process	NOUN
aesr-1503	266	28	parameters	parameter	NOUN
aesr-1503	266	29	of	of	ADP
aesr-1503	266	30	anaerobic	anaerobic	ADJ
aesr-1503	266	31	digestion	digestion	NOUN
aesr-1503	266	32	of	of	ADP
aesr-1503	266	33	energy	energy	NOUN
aesr-1503	266	34	crops	crop	NOUN
aesr-1503	266	35	and	and	CCONJ
aesr-1503	266	36	livestock	livestock	NOUN
aesr-1503	266	37	residues	residue	NOUN
aesr-1503	266	38	,	,	PUNCT
aesr-1503	266	39	"	"	PUNCT
aesr-1503	266	40	journal	journal	NOUN
aesr-1503	266	41	of	of	ADP
aesr-1503	266	42	near	near	PROPN
aesr-1503	266	43	infrared	infrared	ADJ
aesr-1503	266	44	spectroscopy	spectroscopy	NOUN
aesr-1503	266	45	,	,	PUNCT
aesr-1503	266	46	vol	vol	NOUN
aesr-1503	266	47	.	.	PROPN
aesr-1503	266	48	19	19	NUM
aesr-1503	266	49	,	,	PUNCT
aesr-1503	266	50	pp	pp	ADJ
aesr-1503	266	51	.	.	PUNCT
aesr-1503	266	52	479	479	NUM
aesr-1503	266	53	-	-	SYM
aesr-1503	266	54	493	493	NUM
aesr-1503	266	55	,	,	PUNCT
aesr-1503	266	56	2011	2011	NUM
aesr-1503	266	57	.	.	PUNCT
aesr-1503	266	58	available	available	ADJ
aesr-1503	266	59	at	at	ADP
aesr-1503	266	60	:	:	PUNCT
aesr-1503	266	61	https://doi.org/10.1255/jnirs.960	https://doi.org/10.1255/jnirs.960	X
aesr-1503	266	62	.	.	PUNCT
aesr-1503	267	1	[	[	X
aesr-1503	267	2	14	14	NUM
aesr-1503	267	3	]	]	X
aesr-1503	267	4	p.	p.	PROPN
aesr-1503	267	5	c.	c.	PROPN
aesr-1503	267	6	williams	williams	PROPN
aesr-1503	267	7	,	,	PUNCT
aesr-1503	267	8	implementation	implementation	NOUN
aesr-1503	267	9	of	of	ADP
aesr-1503	267	10	near	near	ADV
aesr-1503	267	11	-	-	PUNCT
aesr-1503	267	12	infrared	infrared	ADJ
aesr-1503	267	13	technology	technology	NOUN
aesr-1503	267	14	.	.	PUNCT
aesr-1503	268	1	in	in	ADP
aesr-1503	268	2	:	:	PUNCT
aesr-1503	268	3	near	near	ADV
aesr-1503	268	4	-	-	PUNCT
aesr-1503	268	5	infrared	infrared	ADJ
aesr-1503	268	6	technology	technology	NOUN
aesr-1503	268	7	inthe	inthe	DET
aesr-1503	268	8	agricultural	agricultural	ADJ
aesr-1503	268	9	and	and	CCONJ
aesr-1503	268	10	food	food	NOUN
aesr-1503	268	11	industries	industry	NOUN
aesr-1503	268	12	(	(	PUNCT
aesr-1503	268	13	edited	edit	VERB
aesr-1503	268	14	by	by	ADP
aesr-1503	268	15	p.c	p.c	PROPN
aesr-1503	268	16	.	.	PROPN
aesr-1503	268	17	williams	williams	PROPN
aesr-1503	268	18	&	&	CCONJ
aesr-1503	268	19	k.h	k.h	PROPN
aesr-1503	268	20	.	.	PROPN
aesr-1503	268	21	norris	norris	PROPN
aesr-1503	268	22	)	)	PUNCT
aesr-1503	268	23	.	.	PUNCT
aesr-1503	269	1	usa	usa	PROPN
aesr-1503	269	2	:	:	PUNCT
aesr-1503	269	3	st	st	PROPN
aesr-1503	269	4	.	.	PROPN
aesr-1503	269	5	paul	paul	PROPN
aesr-1503	269	6	,	,	PUNCT
aesr-1503	269	7	minnesota	minnesota	PROPN
aesr-1503	269	8	,	,	PUNCT
aesr-1503	269	9	2001	2001	NUM
aesr-1503	269	10	.	.	PUNCT
aesr-1503	270	1	[	[	X
aesr-1503	270	2	15	15	NUM
aesr-1503	270	3	]	]	X
aesr-1503	270	4	g.	g.	PROPN
aesr-1503	270	5	fox	fox	PROPN
aesr-1503	270	6	,	,	PUNCT
aesr-1503	270	7	m.	m.	NOUN
aesr-1503	270	8	g.	g.	PROPN
aesr-1503	270	9	borgognone	borgognone	PROPN
aesr-1503	270	10	,	,	PUNCT
aesr-1503	270	11	p.	p.	PROPN
aesr-1503	270	12	flinn	flinn	PROPN
aesr-1503	270	13	,	,	PUNCT
aesr-1503	270	14	and	and	CCONJ
aesr-1503	270	15	d.	d.	PROPN
aesr-1503	270	16	poulsen	poulsen	PROPN
aesr-1503	270	17	,	,	PUNCT
aesr-1503	270	18	"	"	PUNCT
aesr-1503	270	19	genetic	genetic	ADJ
aesr-1503	270	20	and	and	CCONJ
aesr-1503	270	21	environmental	environmental	ADJ
aesr-1503	270	22	analysis	analysis	NOUN
aesr-1503	270	23	of	of	ADP
aesr-1503	270	24	nir	nir	ADJ
aesr-1503	270	25	feed	feed	NOUN
aesr-1503	270	26	quality	quality	NOUN
aesr-1503	270	27	predictions	prediction	NOUN
aesr-1503	270	28	on	on	ADP
aesr-1503	270	29	genotypes	genotype	NOUN
aesr-1503	270	30	of	of	ADP
aesr-1503	270	31	barley	barley	NOUN
aesr-1503	270	32	(	(	PUNCT
aesr-1503	270	33	hordeum	hordeum	PROPN
aesr-1503	270	34	vulgare	vulgare	PROPN
aesr-1503	270	35	l.	l.	PROPN
aesr-1503	270	36	)	)	PUNCT
aesr-1503	270	37	,	,	PUNCT
aesr-1503	270	38	"	"	PUNCT
aesr-1503	270	39	field	field	NOUN
aesr-1503	270	40	crops	crop	NOUN
aesr-1503	270	41	research	research	NOUN
aesr-1503	270	42	,	,	PUNCT
aesr-1503	270	43	vol	vol	NOUN
aesr-1503	270	44	.	.	PROPN
aesr-1503	270	45	120	120	NUM
aesr-1503	270	46	,	,	PUNCT
aesr-1503	270	47	pp	pp	ADJ
aesr-1503	270	48	.	.	PUNCT
aesr-1503	270	49	380	380	NUM
aesr-1503	270	50	-	-	SYM
aesr-1503	270	51	386	386	NUM
aesr-1503	270	52	,	,	PUNCT
aesr-1503	270	53	2011	2011	NUM
aesr-1503	270	54	.	.	PUNCT
aesr-1503	270	55	available	available	ADJ
aesr-1503	270	56	at	at	ADP
aesr-1503	270	57	:	:	PUNCT
aesr-1503	270	58	https://doi.org/10.1016/j.fcr.2010.11.007	https://doi.org/10.1016/j.fcr.2010.11.007	ADJ
aesr-1503	270	59	.	.	PUNCT
aesr-1503	271	1	[	[	X
aesr-1503	271	2	16	16	NUM
aesr-1503	271	3	]	]	X
aesr-1503	271	4	c.	c.	PROPN
aesr-1503	271	5	black	black	PROPN
aesr-1503	271	6	and	and	CCONJ
aesr-1503	271	7	j.	j.	PROPN
aesr-1503	271	8	f.	f.	PROPN
aesr-1503	271	9	panozzo	panozzo	PROPN
aesr-1503	271	10	,	,	PUNCT
aesr-1503	271	11	"	"	PUNCT
aesr-1503	271	12	utilising	utilise	VERB
aesr-1503	271	13	near	near	ADP
aesr-1503	271	14	infrared	infrared	ADJ
aesr-1503	271	15	spectroscopy	spectroscopy	NOUN
aesr-1503	271	16	for	for	ADP
aesr-1503	271	17	predicting	predict	VERB
aesr-1503	271	18	malting	malt	VERB
aesr-1503	271	19	quality	quality	NOUN
aesr-1503	271	20	in	in	ADP
aesr-1503	271	21	whole	whole	ADJ
aesr-1503	271	22	grain	grain	NOUN
aesr-1503	271	23	barley	barley	NOUN
aesr-1503	271	24	and	and	CCONJ
aesr-1503	271	25	whole	whole	ADJ
aesr-1503	271	26	grain	grain	NOUN
aesr-1503	271	27	malt	malt	NOUN
aesr-1503	271	28	,	,	PUNCT
aesr-1503	271	29	"	"	PUNCT
aesr-1503	271	30	in	in	ADP
aesr-1503	271	31	proceedings	proceeding	NOUN
aesr-1503	271	32	of	of	ADP
aesr-1503	271	33	the	the	DET
aesr-1503	271	34	10th	10th	ADJ
aesr-1503	271	35	australian	australian	ADJ
aesr-1503	271	36	barleytechnical	barleytechnical	ADJ
aesr-1503	271	37	symposium	symposium	NOUN
aesr-1503	271	38	,	,	PUNCT
aesr-1503	271	39	canberra	canberra	PROPN
aesr-1503	271	40	,	,	PUNCT
aesr-1503	271	41	act	act	PROPN
aesr-1503	271	42	,	,	PUNCT
aesr-1503	271	43	australia	australia	PROPN
aesr-1503	271	44	,	,	PUNCT
aesr-1503	271	45	2001	2001	NUM
aesr-1503	271	46	.	.	PUNCT
aesr-1503	272	1	[	[	X
aesr-1503	272	2	17	17	NUM
aesr-1503	272	3	]	]	X
aesr-1503	272	4	s.	s.	PROPN
aesr-1503	272	5	tragoonrung	tragoonrung	PROPN
aesr-1503	272	6	,	,	PUNCT
aesr-1503	272	7	p.	p.	PROPN
aesr-1503	272	8	hayes	hayes	PROPN
aesr-1503	272	9	,	,	PUNCT
aesr-1503	272	10	and	and	CCONJ
aesr-1503	272	11	s.	s.	PROPN
aesr-1503	272	12	broich	broich	PROPN
aesr-1503	272	13	,	,	PUNCT
aesr-1503	272	14	"	"	PUNCT
aesr-1503	272	15	near	near	ADV
aesr-1503	272	16	-	-	PUNCT
aesr-1503	272	17	infrared	infrared	ADJ
aesr-1503	272	18	reflectance	reflectance	NOUN
aesr-1503	272	19	estimates	estimate	NOUN
aesr-1503	272	20	of	of	ADP
aesr-1503	272	21	grain	grain	NOUN
aesr-1503	272	22	protein	protein	NOUN
aesr-1503	272	23	and	and	CCONJ
aesr-1503	272	24	malt	malt	NOUN
aesr-1503	272	25	extract	extract	NOUN
aesr-1503	272	26	in	in	ADP
aesr-1503	272	27	hill	hill	NOUN
aesr-1503	272	28	and	and	CCONJ
aesr-1503	272	29	row	row	NOUN
aesr-1503	272	30	plot	plot	NOUN
aesr-1503	272	31	evaluations	evaluation	NOUN
aesr-1503	272	32	of	of	ADP
aesr-1503	272	33	spring	spring	NOUN
aesr-1503	272	34	malting	malt	VERB
aesr-1503	272	35	barley	barley	NOUN
aesr-1503	272	36	,	,	PUNCT
aesr-1503	272	37	"	"	PUNCT
aesr-1503	272	38	canadian	canadian	ADJ
aesr-1503	272	39	journal	journal	NOUN
aesr-1503	272	40	of	of	ADP
aesr-1503	272	41	plant	plant	NOUN
aesr-1503	272	42	science	science	NOUN
aesr-1503	272	43	,	,	PUNCT
aesr-1503	272	44	vol	vol	NOUN
aesr-1503	272	45	.	.	PROPN
aesr-1503	272	46	70	70	NUM
aesr-1503	272	47	,	,	PUNCT
aesr-1503	272	48	pp	pp	ADJ
aesr-1503	272	49	.	.	PUNCT
aesr-1503	273	1	71	71	NUM
aesr-1503	273	2	-	-	SYM
aesr-1503	273	3	78	78	NUM
aesr-1503	273	4	,	,	PUNCT
aesr-1503	273	5	1990	1990	NUM
aesr-1503	273	6	.	.	PUNCT
aesr-1503	274	1	available	available	ADJ
aesr-1503	274	2	at	at	ADP
aesr-1503	274	3	:	:	PUNCT
aesr-1503	274	4	https://doi.org/10.4141/cjps90-008	https://doi.org/10.4141/cjps90-008	NOUN
aesr-1503	274	5	.	.	PUNCT
aesr-1503	275	1	[	[	X
aesr-1503	275	2	18	18	NUM
aesr-1503	275	3	]	]	PUNCT
aesr-1503	275	4	m.	m.	NOUN
aesr-1503	275	5	edney	edney	PROPN
aesr-1503	275	6	,	,	PUNCT
aesr-1503	275	7	j.	j.	PROPN
aesr-1503	275	8	morgan	morgan	PROPN
aesr-1503	275	9	,	,	PUNCT
aesr-1503	275	10	p.	p.	PROPN
aesr-1503	275	11	williams	williams	PROPN
aesr-1503	275	12	,	,	PUNCT
aesr-1503	275	13	and	and	CCONJ
aesr-1503	275	14	l.	l.	PROPN
aesr-1503	275	15	campbell	campbell	PROPN
aesr-1503	275	16	,	,	PUNCT
aesr-1503	275	17	"	"	PUNCT
aesr-1503	275	18	analysis	analysis	NOUN
aesr-1503	275	19	of	of	ADP
aesr-1503	275	20	feed	feed	NOUN
aesr-1503	275	21	barley	barley	NOUN
aesr-1503	275	22	by	by	ADP
aesr-1503	275	23	near	near	ADP
aesr-1503	275	24	infrared	infrared	ADJ
aesr-1503	275	25	reflectance	reflectance	NOUN
aesr-1503	275	26	technology	technology	NOUN
aesr-1503	275	27	,	,	PUNCT
aesr-1503	275	28	"	"	PUNCT
aesr-1503	275	29	journal	journal	NOUN
aesr-1503	275	30	of	of	ADP
aesr-1503	275	31	near	near	PROPN
aesr-1503	275	32	infrared	infrared	ADJ
aesr-1503	275	33	spectroscopy	spectroscopy	NOUN
aesr-1503	275	34	,	,	PUNCT
aesr-1503	275	35	vol	vol	NOUN
aesr-1503	275	36	.	.	PROPN
aesr-1503	275	37	2	2	NUM
aesr-1503	275	38	,	,	PUNCT
aesr-1503	275	39	pp	pp	ADJ
aesr-1503	275	40	.	.	PUNCT
aesr-1503	276	1	33	33	NUM
aesr-1503	276	2	-	-	SYM
aesr-1503	276	3	41	41	NUM
aesr-1503	276	4	,	,	PUNCT
aesr-1503	276	5	1994	1994	NUM
aesr-1503	276	6	.	.	PUNCT
aesr-1503	277	1	available	available	ADJ
aesr-1503	277	2	at	at	ADP
aesr-1503	277	3	:	:	PUNCT
aesr-1503	277	4	https://doi.org/10.1255/jnirs.29	https://doi.org/10.1255/jnirs.29	NOUN
aesr-1503	277	5	.	.	PUNCT
aesr-1503	278	1	[	[	X
aesr-1503	278	2	19	19	NUM
aesr-1503	278	3	]	]	PUNCT
aesr-1503	278	4	m.	m.	NOUN
aesr-1503	278	5	sohn	sohn	PROPN
aesr-1503	278	6	,	,	PUNCT
aesr-1503	278	7	d.	d.	PROPN
aesr-1503	278	8	s.	s.	PROPN
aesr-1503	278	9	himmelsbach	himmelsbach	PROPN
aesr-1503	278	10	,	,	PUNCT
aesr-1503	278	11	f.	f.	PROPN
aesr-1503	278	12	e.	e.	PROPN
aesr-1503	278	13	barton	barton	PROPN
aesr-1503	278	14	,	,	PUNCT
aesr-1503	278	15	c.	c.	PROPN
aesr-1503	278	16	a.	a.	PROPN
aesr-1503	278	17	griffey	griffey	PROPN
aesr-1503	278	18	,	,	PUNCT
aesr-1503	278	19	w.	w.	PROPN
aesr-1503	278	20	brooks	brooks	PROPN
aesr-1503	278	21	,	,	PUNCT
aesr-1503	278	22	and	and	CCONJ
aesr-1503	278	23	k.	k.	PROPN
aesr-1503	278	24	b.	b.	PROPN
aesr-1503	278	25	hicks	hicks	PROPN
aesr-1503	278	26	,	,	PUNCT
aesr-1503	278	27	"	"	PUNCT
aesr-1503	278	28	near	near	ADV
aesr-1503	278	29	-	-	PUNCT
aesr-1503	278	30	infrared	infrared	ADJ
aesr-1503	278	31	analysis	analysis	NOUN
aesr-1503	278	32	of	of	ADP
aesr-1503	278	33	whole	whole	ADJ
aesr-1503	278	34	kernel	kernel	PROPN
aesr-1503	278	35	barley	barley	PROPN
aesr-1503	278	36	:	:	PUNCT
aesr-1503	278	37	comparison	comparison	NOUN
aesr-1503	278	38	of	of	ADP
aesr-1503	278	39	three	three	NUM
aesr-1503	278	40	spectrometers	spectrometer	NOUN
aesr-1503	278	41	,	,	PUNCT
aesr-1503	278	42	"	"	PUNCT
aesr-1503	278	43	applied	apply	VERB
aesr-1503	278	44	spectroscopy	spectroscopy	NOUN
aesr-1503	278	45	,	,	PUNCT
aesr-1503	278	46	vol	vol	NOUN
aesr-1503	278	47	.	.	PROPN
aesr-1503	278	48	62	62	NUM
aesr-1503	278	49	,	,	PUNCT
aesr-1503	278	50	pp	pp	ADJ
aesr-1503	278	51	.	.	PUNCT
aesr-1503	279	1	427	427	NUM
aesr-1503	279	2	-	-	SYM
aesr-1503	279	3	432	432	NUM
aesr-1503	279	4	,	,	PUNCT
aesr-1503	279	5	2008	2008	NUM
aesr-1503	279	6	.	.	PUNCT
aesr-1503	280	1	available	available	ADJ
aesr-1503	280	2	at	at	ADP
aesr-1503	280	3	:	:	PUNCT
aesr-1503	280	4	https://doi.org/10.1366/000370208784046768	https://doi.org/10.1366/000370208784046768	NOUN
aesr-1503	280	5	.	.	PUNCT
aesr-1503	281	1	[	[	X
aesr-1503	281	2	20	20	NUM
aesr-1503	281	3	]	]	PUNCT
aesr-1503	281	4	e.	e.	PROPN
aesr-1503	281	5	roux	roux	PROPN
aesr-1503	281	6	,	,	PUNCT
aesr-1503	281	7	"	"	PUNCT
aesr-1503	281	8	near	near	ADP
aesr-1503	281	9	infrared	infrared	ADJ
aesr-1503	281	10	(	(	PUNCT
aesr-1503	281	11	nir	nir	NOUN
aesr-1503	281	12	)	)	PUNCT
aesr-1503	281	13	spectroscopy	spectroscopy	NOUN
aesr-1503	281	14	for	for	ADP
aesr-1503	281	15	selection	selection	NOUN
aesr-1503	281	16	of	of	ADP
aesr-1503	281	17	malting	malt	VERB
aesr-1503	281	18	barley	barley	NOUN
aesr-1503	281	19	in	in	ADP
aesr-1503	281	20	south	south	ADJ
aesr-1503	281	21	african	african	ADJ
aesr-1503	281	22	breeding	breeding	NOUN
aesr-1503	281	23	programmes	programme	NOUN
aesr-1503	281	24	,	,	PUNCT
aesr-1503	281	25	"	"	PUNCT
aesr-1503	281	26	doctoral	doctoral	ADJ
aesr-1503	281	27	dissertation	dissertation	NOUN
aesr-1503	281	28	,	,	PUNCT
aesr-1503	281	29	stellenbosch	stellenbosch	PROPN
aesr-1503	281	30	:	:	PUNCT
aesr-1503	281	31	university	university	NOUN
aesr-1503	281	32	of	of	ADP
aesr-1503	281	33	stellenbosch	stellenbosch	PROPN
aesr-1503	281	34	,	,	PUNCT
aesr-1503	281	35	2011	2011	NUM
aesr-1503	281	36	.	.	PUNCT
aesr-1503	282	1	asian	asian	ADJ
aesr-1503	282	2	online	online	PROPN
aesr-1503	282	3	journal	journal	PROPN
aesr-1503	282	4	publishing	publishing	NOUN
aesr-1503	282	5	group	group	NOUN
aesr-1503	282	6	is	be	AUX
aesr-1503	282	7	not	not	PART
aesr-1503	282	8	responsible	responsible	ADJ
aesr-1503	282	9	or	or	CCONJ
aesr-1503	282	10	answerable	answerable	ADJ
aesr-1503	282	11	for	for	ADP
aesr-1503	282	12	any	any	DET
aesr-1503	282	13	loss	loss	NOUN
aesr-1503	282	14	,	,	PUNCT
aesr-1503	282	15	damage	damage	NOUN
aesr-1503	282	16	or	or	CCONJ
aesr-1503	282	17	liability	liability	NOUN
aesr-1503	282	18	,	,	PUNCT
aesr-1503	282	19	etc	etc	X
aesr-1503	282	20	.	.	X
aesr-1503	282	21	caused	cause	VERB
aesr-1503	282	22	in	in	ADP
aesr-1503	282	23	relation	relation	NOUN
aesr-1503	282	24	to	to	PART
aesr-1503	282	25	/	/	PUNCT
aesr-1503	282	26	arising	arise	VERB
aesr-1503	282	27	out	out	ADP
aesr-1503	282	28	of	of	ADP
aesr-1503	282	29	the	the	DET
aesr-1503	282	30	use	use	NOUN
aesr-1503	282	31	of	of	ADP
aesr-1503	282	32	the	the	DET
aesr-1503	282	33	content	content	NOUN
aesr-1503	282	34	.	.	PUNCT
aesr-1503	283	1	any	any	DET
aesr-1503	283	2	queries	query	NOUN
aesr-1503	283	3	should	should	AUX
aesr-1503	283	4	be	be	AUX
aesr-1503	283	5	directed	direct	VERB
aesr-1503	283	6	to	to	ADP
aesr-1503	283	7	the	the	DET
aesr-1503	283	8	corresponding	corresponding	ADJ
aesr-1503	283	9	author	author	NOUN
aesr-1503	283	10	of	of	ADP
aesr-1503	283	11	the	the	DET
aesr-1503	283	12	article	article	NOUN
aesr-1503	283	13	.	.	PUNCT
aesr-1503	284	1	http://faostat3.fao.org/download/fb/fbs/e	http://faostat3.fao.org/download/fb/fbs/e	PROPN
aesr-1503	284	2	,	,	PUNCT