id	sid	tid	token	lemma	pos
easat-11489	1	1	edelweiss	edelweiss	PROPN
easat-11489	1	2	applied	apply	VERB
easat-11489	1	3	science	science	NOUN
easat-11489	1	4	and	and	CCONJ
easat-11489	1	5	technology	technology	NOUN
easat-11489	1	6	issn	issn	PROPN
easat-11489	1	7	:	:	PUNCT
easat-11489	1	8	2576	2576	NUM
easat-11489	1	9	-	-	SYM
easat-11489	1	10	8484	8484	NUM
easat-11489	1	11	vol	vol	NOUN
easat-11489	1	12	.	.	PROPN
easat-11489	2	1	10	10	NUM
easat-11489	2	2	,	,	PUNCT
easat-11489	2	3	no	no	INTJ
easat-11489	2	4	.	.	NOUN
easat-11489	2	5	1	1	NUM
easat-11489	2	6	,	,	PUNCT
easat-11489	2	7	1	1	NUM
easat-11489	2	8	-	-	SYM
easat-11489	2	9	15	15	NUM
easat-11489	2	10	2026	2026	NUM
easat-11489	2	11	publisher	publisher	NOUN
easat-11489	2	12	:	:	PUNCT
easat-11489	2	13	learning	learn	VERB
easat-11489	2	14	gate	gate	NOUN
easat-11489	2	15	doi	doi	PROPN
easat-11489	2	16	:	:	PUNCT
easat-11489	2	17	10.55214/2576	10.55214/2576	NUM
easat-11489	2	18	-	-	PUNCT
easat-11489	2	19	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	2	20	©	©	PROPN
easat-11489	2	21	2026	2026	NUM
easat-11489	2	22	by	by	ADP
easat-11489	2	23	the	the	DET
easat-11489	2	24	authors	author	NOUN
easat-11489	2	25	;	;	PUNCT
easat-11489	2	26	licensee	licensee	PROPN
easat-11489	2	27	learning	learning	NOUN
easat-11489	2	28	gate	gate	NOUN
easat-11489	2	29	©	©	PROPN
easat-11489	2	30	2026	2026	NUM
easat-11489	2	31	by	by	ADP
easat-11489	2	32	the	the	DET
easat-11489	2	33	author	author	NOUN
easat-11489	2	34	;	;	PUNCT
easat-11489	2	35	licensee	licensee	PROPN
easat-11489	2	36	learning	learning	NOUN
easat-11489	2	37	gate	gate	NOUN
easat-11489	2	38	history	history	NOUN
easat-11489	2	39	:	:	PUNCT
easat-11489	2	40	received	receive	VERB
easat-11489	2	41	:	:	PUNCT
easat-11489	2	42	3	3	NUM
easat-11489	2	43	october	october	NOUN
easat-11489	2	44	2025	2025	NUM
easat-11489	2	45	;	;	PUNCT
easat-11489	2	46	revised	revise	VERB
easat-11489	2	47	:	:	PUNCT
easat-11489	2	48	19	19	NUM
easat-11489	2	49	november	november	NOUN
easat-11489	2	50	2025	2025	NUM
easat-11489	2	51	;	;	PUNCT
easat-11489	2	52	accepted	accept	VERB
easat-11489	2	53	:	:	PUNCT
easat-11489	2	54	24	24	NUM
easat-11489	2	55	november	november	PROPN
easat-11489	2	56	2025	2025	NUM
easat-11489	2	57	;	;	PUNCT
easat-11489	2	58	published	publish	VERB
easat-11489	2	59	:	:	PUNCT
easat-11489	3	1	1	1	NUM
easat-11489	3	2	january	january	PROPN
easat-11489	3	3	2026	2026	NUM
easat-11489	3	4	*	*	PUNCT
easat-11489	3	5	correspondence	correspondence	NOUN
easat-11489	3	6	:	:	PUNCT
easat-11489	3	7	sontisuk.te@kmitl.ac.th	sontisuk.te@kmitl.ac.th	NOUN
easat-11489	3	8	identification	identification	NOUN
easat-11489	3	9	of	of	ADP
easat-11489	3	10	adulterated	adulterate	VERB
easat-11489	3	11	white	white	ADJ
easat-11489	3	12	pepper	pepper	NOUN
easat-11489	3	13	powder	powder	NOUN
easat-11489	3	14	with	with	ADP
easat-11489	3	15	roasted	roasted	ADJ
easat-11489	3	16	rice	rice	NOUN
easat-11489	3	17	by	by	ADP
easat-11489	3	18	using	use	VERB
easat-11489	3	19	near	near	ADV
easat-11489	3	20	-	-	PUNCT
easat-11489	3	21	infrared	infrared	ADJ
easat-11489	3	22	hyperspectral	hyperspectral	ADJ
easat-11489	3	23	imaging	imaging	PROPN
easat-11489	3	24	saranya	saranya	PROPN
easat-11489	3	25	workhwa1	workhwa1	PROPN
easat-11489	3	26	,	,	PUNCT
easat-11489	3	27	janejira	janejira	PROPN
easat-11489	3	28	jamjuree2	jamjuree2	PROPN
easat-11489	3	29	,	,	PUNCT
easat-11489	3	30	chutikan	chutikan	PROPN
easat-11489	3	31	opatworakitkun2	opatworakitkun2	PROPN
easat-11489	3	32	,	,	PUNCT
easat-11489	3	33	chutima	chutima	PROPN
easat-11489	3	34	rungsawang2	rungsawang2	NOUN
easat-11489	3	35	,	,	PUNCT
easat-11489	3	36	woranitta	woranitta	PROPN
easat-11489	3	37	sahachairungrueng1	sahachairungrueng1	PROPN
easat-11489	3	38	,	,	PUNCT
easat-11489	3	39	anthony	anthony	PROPN
easat-11489	3	40	keith	keith	PROPN
easat-11489	3	41	thompson3	thompson3	PROPN
easat-11489	3	42	,	,	PUNCT
easat-11489	3	43	sontisuk	sontisuk	PROPN
easat-11489	3	44	teerachaichayut2	teerachaichayut2	NOUN
easat-11489	3	45	*	*	SYM
easat-11489	3	46	1department	1department	NUM
easat-11489	3	47	of	of	ADP
easat-11489	3	48	food	food	NOUN
easat-11489	3	49	science	science	NOUN
easat-11489	3	50	,	,	PUNCT
easat-11489	3	51	school	school	NOUN
easat-11489	3	52	of	of	ADP
easat-11489	3	53	food	food	NOUN
easat-11489	3	54	-	-	PUNCT
easat-11489	3	55	industry	industry	NOUN
easat-11489	3	56	,	,	PUNCT
easat-11489	3	57	king	king	PROPN
easat-11489	3	58	mongkut	mongkut	PROPN
easat-11489	3	59	’s	’s	PROPN
easat-11489	3	60	institute	institute	PROPN
easat-11489	3	61	of	of	ADP
easat-11489	3	62	technology	technology	PROPN
easat-11489	3	63	,	,	PUNCT
easat-11489	3	64	ladkrabang	ladkrabang	PROPN
easat-11489	3	65	,	,	PUNCT
easat-11489	3	66	bangkok	bangkok	PROPN
easat-11489	3	67	10520	10520	NUM
easat-11489	3	68	,	,	PUNCT
easat-11489	3	69	thailand	thailand	PROPN
easat-11489	3	70	;	;	PUNCT
easat-11489	3	71	saranyaworkhwa@gmail.com	saranyaworkhwa@gmail.com	X
easat-11489	3	72	(	(	PUNCT
easat-11489	3	73	s.w	s.w	PROPN
easat-11489	3	74	.	.	PROPN
easat-11489	3	75	)	)	PUNCT
easat-11489	3	76	,	,	PUNCT
easat-11489	3	77	woranitta.s@gmail.com	woranitta.s@gmail.com	PROPN
easat-11489	3	78	(	(	PUNCT
easat-11489	3	79	w.s	w.s	PROPN
easat-11489	3	80	.	.	PUNCT
easat-11489	3	81	)	)	PUNCT
easat-11489	3	82	.	.	PUNCT
easat-11489	4	1	2department	2department	NUM
easat-11489	4	2	of	of	ADP
easat-11489	4	3	food	food	NOUN
easat-11489	4	4	process	process	NOUN
easat-11489	4	5	engineering	engineering	NOUN
easat-11489	4	6	,	,	PUNCT
easat-11489	4	7	school	school	NOUN
easat-11489	4	8	of	of	ADP
easat-11489	4	9	food	food	NOUN
easat-11489	4	10	-	-	PUNCT
easat-11489	4	11	industry	industry	NOUN
easat-11489	4	12	,	,	PUNCT
easat-11489	4	13	king	king	PROPN
easat-11489	4	14	mongkut	mongkut	PROPN
easat-11489	4	15	’s	’s	PROPN
easat-11489	4	16	institute	institute	PROPN
easat-11489	4	17	of	of	ADP
easat-11489	4	18	technology	technology	PROPN
easat-11489	4	19	,	,	PUNCT
easat-11489	4	20	ladkrabang	ladkrabang	PROPN
easat-11489	4	21	,	,	PUNCT
easat-11489	4	22	bangkok10520	bangkok10520	PROPN
easat-11489	4	23	,	,	PUNCT
easat-11489	4	24	thailand	thailand	PROPN
easat-11489	4	25	;	;	PUNCT
easat-11489	4	26	kujanejub@gmail.com	kujanejub@gmail.com	PROPN
easat-11489	4	27	(	(	PUNCT
easat-11489	4	28	j.j	j.j	PROPN
easat-11489	4	29	.	.	PROPN
easat-11489	4	30	)	)	PUNCT
easat-11489	4	31	;	;	PUNCT
easat-11489	4	32	chutikanpp31@gmail.com	chutikanpp31@gmail.com	PROPN
easat-11489	4	33	(	(	PUNCT
easat-11489	4	34	c.o	c.o	PROPN
easat-11489	4	35	.	.	PROPN
easat-11489	4	36	)	)	PUNCT
easat-11489	4	37	,	,	PUNCT
easat-11489	4	38	chutima050644@gmail.com	chutima050644@gmail.com	X
easat-11489	4	39	(	(	PUNCT
easat-11489	4	40	c.r	c.r	PROPN
easat-11489	4	41	.	.	PROPN
easat-11489	4	42	)	)	PUNCT
easat-11489	4	43	,	,	PUNCT
easat-11489	4	44	sontisuk.te@kmitl.ac.th	sontisuk.te@kmitl.ac.th	NOUN
easat-11489	4	45	(	(	PUNCT
easat-11489	4	46	s.t	s.t	PROPN
easat-11489	4	47	.	.	PROPN
easat-11489	4	48	)	)	PUNCT
easat-11489	4	49	.	.	PUNCT
easat-11489	5	1	3department	3department	NUM
easat-11489	5	2	of	of	ADP
easat-11489	5	3	postharvest	postharvest	ADJ
easat-11489	5	4	technology	technology	NOUN
easat-11489	5	5	,	,	PUNCT
easat-11489	5	6	cranfield	cranfield	PROPN
easat-11489	5	7	university	university	PROPN
easat-11489	5	8	,	,	PUNCT
easat-11489	5	9	college	college	NOUN
easat-11489	5	10	road	road	NOUN
easat-11489	5	11	,	,	PUNCT
easat-11489	5	12	cranfield	cranfield	PROPN
easat-11489	5	13	,	,	PUNCT
easat-11489	5	14	bedford	bedford	NOUN
easat-11489	5	15	,	,	PUNCT
easat-11489	5	16	mk43	mk43	PROPN
easat-11489	5	17	0al	0al	NOUN
easat-11489	5	18	,	,	PUNCT
easat-11489	5	19	united	united	ADJ
easat-11489	5	20	kingdom	kingdom	PROPN
easat-11489	5	21	;	;	PUNCT
easat-11489	5	22	keiththompson28@yahoo.com	keiththompson28@yahoo.com	X
easat-11489	5	23	(	(	PUNCT
easat-11489	5	24	a.k.t	a.k.t	ADP
easat-11489	5	25	.	.	PUNCT
easat-11489	5	26	)	)	PUNCT
easat-11489	5	27	.	.	PUNCT
easat-11489	6	1	abstract	abstract	ADV
easat-11489	6	2	:	:	PUNCT
easat-11489	6	3	the	the	DET
easat-11489	6	4	substitution	substitution	NOUN
easat-11489	6	5	of	of	ADP
easat-11489	6	6	powdered	powdered	ADJ
easat-11489	6	7	white	white	ADJ
easat-11489	6	8	pepper	pepper	NOUN
easat-11489	6	9	on	on	ADP
easat-11489	6	10	the	the	DET
easat-11489	6	11	commercial	commercial	ADJ
easat-11489	6	12	market	market	NOUN
easat-11489	6	13	with	with	ADP
easat-11489	6	14	similar	similar	ADJ
easat-11489	6	15	,	,	PUNCT
easat-11489	6	16	but	but	CCONJ
easat-11489	6	17	cheaper	cheap	ADJ
easat-11489	6	18	powders	powder	NOUN
easat-11489	6	19	extracted	extract	VERB
easat-11489	6	20	from	from	ADP
easat-11489	6	21	various	various	ADJ
easat-11489	6	22	food	food	NOUN
easat-11489	6	23	products	product	NOUN
easat-11489	6	24	can	can	AUX
easat-11489	6	25	make	make	VERB
easat-11489	6	26	it	it	PRON
easat-11489	6	27	more	more	ADV
easat-11489	6	28	profitable	profitable	ADJ
easat-11489	6	29	,	,	PUNCT
easat-11489	6	30	but	but	CCONJ
easat-11489	6	31	reduce	reduce	VERB
easat-11489	6	32	its	its	PRON
easat-11489	6	33	quality	quality	NOUN
easat-11489	6	34	.	.	PUNCT
easat-11489	7	1	near	near	ADP
easat-11489	7	2	-	-	PUNCT
easat-11489	7	3	infrared	infrared	ADJ
easat-11489	7	4	hyperspectral	hyperspectral	ADJ
easat-11489	7	5	imaging	imaging	NOUN
easat-11489	7	6	(	(	PUNCT
easat-11489	7	7	nir	nir	PROPN
easat-11489	7	8	-	-	PUNCT
easat-11489	7	9	hsi	hsi	PROPN
easat-11489	7	10	)	)	PUNCT
easat-11489	7	11	is	be	AUX
easat-11489	7	12	a	a	DET
easat-11489	7	13	technique	technique	NOUN
easat-11489	7	14	that	that	PRON
easat-11489	7	15	has	have	AUX
easat-11489	7	16	been	be	AUX
easat-11489	7	17	successfully	successfully	ADV
easat-11489	7	18	used	use	VERB
easat-11489	7	19	to	to	PART
easat-11489	7	20	detect	detect	VERB
easat-11489	7	21	contamination	contamination	NOUN
easat-11489	7	22	in	in	ADP
easat-11489	7	23	other	other	ADJ
easat-11489	7	24	food	food	NOUN
easat-11489	7	25	products	product	NOUN
easat-11489	7	26	.	.	PUNCT
easat-11489	8	1	therefore	therefore	ADV
easat-11489	8	2	,	,	PUNCT
easat-11489	8	3	nir	nir	PROPN
easat-11489	8	4	-	-	PUNCT
easat-11489	8	5	hsi	hsi	PROPN
easat-11489	8	6	was	be	AUX
easat-11489	8	7	tested	test	VERB
easat-11489	8	8	on	on	ADP
easat-11489	8	9	powdered	powdered	ADJ
easat-11489	8	10	white	white	ADJ
easat-11489	8	11	pepper	pepper	NOUN
easat-11489	8	12	that	that	PRON
easat-11489	8	13	had	have	AUX
easat-11489	8	14	been	be	AUX
easat-11489	8	15	adulterated	adulterate	VERB
easat-11489	8	16	with	with	ADP
easat-11489	8	17	various	various	ADJ
easat-11489	8	18	levels	level	NOUN
easat-11489	8	19	of	of	ADP
easat-11489	8	20	roasted	roasted	ADJ
easat-11489	8	21	rice	rice	NOUN
easat-11489	8	22	powder	powder	NOUN
easat-11489	8	23	,	,	PUNCT
easat-11489	8	24	using	use	VERB
easat-11489	8	25	partial	partial	ADJ
easat-11489	8	26	least	least	ADJ
easat-11489	8	27	squares	square	NOUN
easat-11489	8	28	discriminant	discriminant	ADJ
easat-11489	8	29	analysis	analysis	NOUN
easat-11489	8	30	(	(	PUNCT
easat-11489	8	31	pls	pls	INTJ
easat-11489	8	32	-	-	PUNCT
easat-11489	8	33	da	da	NOUN
easat-11489	8	34	)	)	PUNCT
easat-11489	8	35	,	,	PUNCT
easat-11489	8	36	support	support	VERB
easat-11489	8	37	vector	vector	NOUN
easat-11489	8	38	machine	machine	NOUN
easat-11489	8	39	classification	classification	NOUN
easat-11489	8	40	(	(	PUNCT
easat-11489	8	41	svmc	svmc	ADJ
easat-11489	8	42	)	)	PUNCT
easat-11489	8	43	,	,	PUNCT
easat-11489	8	44	partial	partial	ADJ
easat-11489	8	45	least	least	ADJ
easat-11489	8	46	squares	square	NOUN
easat-11489	8	47	regression	regression	NOUN
easat-11489	8	48	(	(	PUNCT
easat-11489	8	49	plsr	plsr	PROPN
easat-11489	8	50	)	)	PUNCT
easat-11489	8	51	,	,	PUNCT
easat-11489	8	52	and	and	CCONJ
easat-11489	8	53	support	support	VERB
easat-11489	8	54	vector	vector	NOUN
easat-11489	8	55	machine	machine	NOUN
easat-11489	8	56	regression	regression	NOUN
easat-11489	8	57	(	(	PUNCT
easat-11489	8	58	svmr	svmr	NOUN
easat-11489	8	59	)	)	PUNCT
easat-11489	8	60	methods	method	NOUN
easat-11489	8	61	to	to	PART
easat-11489	8	62	test	test	VERB
easat-11489	8	63	whether	whether	SCONJ
easat-11489	8	64	adulteration	adulteration	NOUN
easat-11489	8	65	could	could	AUX
easat-11489	8	66	be	be	AUX
easat-11489	8	67	detected	detect	VERB
easat-11489	8	68	,	,	PUNCT
easat-11489	8	69	and	and	CCONJ
easat-11489	8	70	if	if	SCONJ
easat-11489	8	71	so	so	ADV
easat-11489	8	72	,	,	PUNCT
easat-11489	8	73	at	at	ADP
easat-11489	8	74	what	what	DET
easat-11489	8	75	level	level	NOUN
easat-11489	8	76	.	.	PUNCT
easat-11489	9	1	the	the	DET
easat-11489	9	2	results	result	NOUN
easat-11489	9	3	showed	show	VERB
easat-11489	9	4	that	that	SCONJ
easat-11489	9	5	the	the	DET
easat-11489	9	6	highest	high	ADJ
easat-11489	9	7	predictive	predictive	ADJ
easat-11489	9	8	accuracy	accuracy	NOUN
easat-11489	9	9	of	of	ADP
easat-11489	9	10	classification	classification	NOUN
easat-11489	9	11	was	be	AUX
easat-11489	9	12	100	100	NUM
easat-11489	9	13	%	%	NOUN
easat-11489	9	14	by	by	ADP
easat-11489	9	15	using	use	VERB
easat-11489	9	16	pls	pls	PROPN
easat-11489	9	17	-	-	PUNCT
easat-11489	9	18	da	da	NOUN
easat-11489	9	19	.	.	PUNCT
easat-11489	10	1	the	the	DET
easat-11489	10	2	calibration	calibration	NOUN
easat-11489	10	3	model	model	NOUN
easat-11489	10	4	was	be	AUX
easat-11489	10	5	also	also	ADV
easat-11489	10	6	developed	develop	VERB
easat-11489	10	7	to	to	PART
easat-11489	10	8	determine	determine	VERB
easat-11489	10	9	the	the	DET
easat-11489	10	10	level	level	NOUN
easat-11489	10	11	of	of	ADP
easat-11489	10	12	adulteration	adulteration	NOUN
easat-11489	10	13	in	in	ADP
easat-11489	10	14	white	white	ADJ
easat-11489	10	15	pepper	pepper	NOUN
easat-11489	10	16	powder	powder	NOUN
easat-11489	10	17	by	by	ADP
easat-11489	10	18	roasted	roasted	ADJ
easat-11489	10	19	rice	rice	NOUN
easat-11489	10	20	powder	powder	NOUN
easat-11489	10	21	.	.	PUNCT
easat-11489	11	1	the	the	DET
easat-11489	11	2	svmr	svmr	NOUN
easat-11489	11	3	model	model	NOUN
easat-11489	11	4	gave	give	VERB
easat-11489	11	5	the	the	DET
easat-11489	11	6	highest	high	ADJ
easat-11489	11	7	predictive	predictive	ADJ
easat-11489	11	8	accuracy	accuracy	NOUN
easat-11489	11	9	with	with	ADP
easat-11489	11	10	a	a	DET
easat-11489	11	11	coefficient	coefficient	NOUN
easat-11489	11	12	of	of	ADP
easat-11489	11	13	determination	determination	NOUN
easat-11489	11	14	for	for	ADP
easat-11489	11	15	prediction	prediction	NOUN
easat-11489	11	16	(	(	PUNCT
easat-11489	11	17	r2p	r2p	NOUN
easat-11489	11	18	)	)	PUNCT
easat-11489	11	19	of	of	ADP
easat-11489	11	20	0.95	0.95	NUM
easat-11489	11	21	,	,	PUNCT
easat-11489	11	22	and	and	CCONJ
easat-11489	11	23	root	root	NOUN
easat-11489	11	24	mean	mean	VERB
easat-11489	11	25	square	square	ADJ
easat-11489	11	26	error	error	NOUN
easat-11489	11	27	of	of	ADP
easat-11489	11	28	prediction	prediction	NOUN
easat-11489	11	29	(	(	PUNCT
easat-11489	11	30	rmsep	rmsep	NOUN
easat-11489	11	31	)	)	PUNCT
easat-11489	11	32	of	of	ADP
easat-11489	11	33	6.82	6.82	NUM
easat-11489	11	34	%	%	NOUN
easat-11489	11	35	.	.	PUNCT
easat-11489	12	1	the	the	DET
easat-11489	12	2	results	result	NOUN
easat-11489	12	3	indicate	indicate	VERB
easat-11489	12	4	that	that	SCONJ
easat-11489	12	5	nir	nir	PROPN
easat-11489	12	6	-	-	PUNCT
easat-11489	12	7	hsi	hsi	PROPN
easat-11489	12	8	has	have	VERB
easat-11489	12	9	the	the	DET
easat-11489	12	10	potential	potential	NOUN
easat-11489	12	11	for	for	ADP
easat-11489	12	12	detecting	detect	VERB
easat-11489	12	13	adulteration	adulteration	NOUN
easat-11489	12	14	of	of	ADP
easat-11489	12	15	powdered	powdered	ADJ
easat-11489	12	16	white	white	ADJ
easat-11489	12	17	pepper	pepper	NOUN
easat-11489	12	18	and	and	CCONJ
easat-11489	12	19	can	can	AUX
easat-11489	12	20	be	be	AUX
easat-11489	12	21	successfully	successfully	ADV
easat-11489	12	22	applied	apply	VERB
easat-11489	12	23	in	in	ADP
easat-11489	12	24	food	food	NOUN
easat-11489	12	25	quality	quality	NOUN
easat-11489	12	26	control	control	NOUN
easat-11489	12	27	for	for	ADP
easat-11489	12	28	ensuring	ensure	VERB
easat-11489	12	29	consumer	consumer	NOUN
easat-11489	12	30	confidence	confidence	NOUN
easat-11489	12	31	.	.	PUNCT
easat-11489	13	1	keywords	keyword	NOUN
easat-11489	13	2	:	:	PUNCT
easat-11489	13	3	adulteration	adulteration	NOUN
easat-11489	13	4	,	,	PUNCT
easat-11489	13	5	classification	classification	NOUN
easat-11489	13	6	,	,	PUNCT
easat-11489	13	7	prediction	prediction	NOUN
easat-11489	13	8	,	,	PUNCT
easat-11489	13	9	quality	quality	NOUN
easat-11489	13	10	control	control	NOUN
easat-11489	13	11	.	.	PUNCT
easat-11489	14	1	1	1	X
easat-11489	14	2	.	.	X
easat-11489	14	3	introduction	introduction	NOUN
easat-11489	14	4	food	food	NOUN
easat-11489	14	5	adulteration	adulteration	NOUN
easat-11489	14	6	is	be	AUX
easat-11489	14	7	primarily	primarily	ADV
easat-11489	14	8	used	use	VERB
easat-11489	14	9	to	to	PART
easat-11489	14	10	dilute	dilute	VERB
easat-11489	14	11	the	the	DET
easat-11489	14	12	product	product	NOUN
easat-11489	14	13	stated	state	VERB
easat-11489	14	14	on	on	ADP
easat-11489	14	15	the	the	DET
easat-11489	14	16	label	label	NOUN
easat-11489	14	17	with	with	ADP
easat-11489	14	18	a	a	DET
easat-11489	14	19	similar	similar	ADJ
easat-11489	14	20	,	,	PUNCT
easat-11489	14	21	cheaper	cheap	ADJ
easat-11489	14	22	product	product	NOUN
easat-11489	14	23	,	,	PUNCT
easat-11489	14	24	mainly	mainly	ADV
easat-11489	14	25	for	for	ADP
easat-11489	14	26	economic	economic	ADJ
easat-11489	14	27	reasons	reason	NOUN
easat-11489	14	28	.	.	PUNCT
easat-11489	15	1	however	however	ADV
easat-11489	15	2	,	,	PUNCT
easat-11489	15	3	it	it	PRON
easat-11489	15	4	remains	remain	VERB
easat-11489	15	5	a	a	DET
easat-11489	15	6	serious	serious	ADJ
easat-11489	15	7	global	global	ADJ
easat-11489	15	8	concern	concern	NOUN
easat-11489	15	9	with	with	ADP
easat-11489	15	10	significant	significant	ADJ
easat-11489	15	11	implications	implication	NOUN
easat-11489	15	12	for	for	ADP
easat-11489	15	13	food	food	NOUN
easat-11489	15	14	safety	safety	NOUN
easat-11489	15	15	,	,	PUNCT
easat-11489	15	16	consumer	consumer	NOUN
easat-11489	15	17	health	health	NOUN
easat-11489	15	18	,	,	PUNCT
easat-11489	15	19	and	and	CCONJ
easat-11489	15	20	the	the	DET
easat-11489	15	21	economy	economy	NOUN
easat-11489	15	22	.	.	PUNCT
easat-11489	16	1	it	it	PRON
easat-11489	16	2	has	have	AUX
easat-11489	16	3	been	be	AUX
easat-11489	16	4	reported	report	VERB
easat-11489	16	5	that	that	SCONJ
easat-11489	16	6	spices	spice	NOUN
easat-11489	16	7	are	be	AUX
easat-11489	16	8	among	among	ADP
easat-11489	16	9	the	the	DET
easat-11489	16	10	various	various	ADJ
easat-11489	16	11	food	food	NOUN
easat-11489	16	12	products	product	NOUN
easat-11489	16	13	that	that	PRON
easat-11489	16	14	are	be	AUX
easat-11489	16	15	adulterated	adulterate	VERB
easat-11489	16	16	,	,	PUNCT
easat-11489	16	17	particularly	particularly	ADV
easat-11489	16	18	pepper	pepper	NOUN
easat-11489	16	19	[	[	X
easat-11489	16	20	1	1	NUM
easat-11489	16	21	,	,	PUNCT
easat-11489	16	22	2	2	NUM
easat-11489	16	23	]	]	PUNCT
easat-11489	16	24	,	,	PUNCT
easat-11489	16	25	with	with	ADP
easat-11489	16	26	white	white	ADJ
easat-11489	16	27	pepper	pepper	NOUN
easat-11489	16	28	being	be	AUX
easat-11489	16	29	popularly	popularly	ADV
easat-11489	16	30	used	use	VERB
easat-11489	16	31	for	for	ADP
easat-11489	16	32	flavoring	flavor	VERB
easat-11489	16	33	in	in	ADP
easat-11489	16	34	many	many	ADJ
easat-11489	16	35	culinary	culinary	ADJ
easat-11489	16	36	dishes	dish	NOUN
easat-11489	16	37	,	,	PUNCT
easat-11489	16	38	especially	especially	ADV
easat-11489	16	39	in	in	ADP
easat-11489	16	40	sauces	sauce	NOUN
easat-11489	16	41	,	,	PUNCT
easat-11489	16	42	soups	soup	NOUN
easat-11489	16	43	,	,	PUNCT
easat-11489	16	44	and	and	CCONJ
easat-11489	16	45	meat	meat	NOUN
easat-11489	16	46	-	-	PUNCT
easat-11489	16	47	based	base	VERB
easat-11489	16	48	meals	meal	NOUN
easat-11489	16	49	[	[	X
easat-11489	16	50	3	3	NUM
easat-11489	16	51	]	]	PUNCT
easat-11489	16	52	.	.	PUNCT
easat-11489	17	1	substances	substance	NOUN
easat-11489	17	2	that	that	PRON
easat-11489	17	3	have	have	AUX
easat-11489	17	4	been	be	AUX
easat-11489	17	5	reported	report	VERB
easat-11489	17	6	to	to	PART
easat-11489	17	7	be	be	AUX
easat-11489	17	8	used	use	VERB
easat-11489	17	9	to	to	PART
easat-11489	17	10	adulterate	adulterate	VERB
easat-11489	17	11	white	white	ADJ
easat-11489	17	12	paper	paper	NOUN
easat-11489	17	13	include	include	VERB
easat-11489	17	14	tapioca	tapioca	NOUN
easat-11489	17	15	flour	flour	NOUN
easat-11489	17	16	,	,	PUNCT
easat-11489	17	17	corn	corn	NOUN
easat-11489	17	18	flour	flour	NOUN
easat-11489	17	19	,	,	PUNCT
easat-11489	17	20	and	and	CCONJ
easat-11489	17	21	mung	mung	PROPN
easat-11489	17	22	bean	bean	PROPN
easat-11489	17	23	flour	flour	NOUN
easat-11489	18	1	[	[	X
easat-11489	18	2	4	4	NUM
easat-11489	18	3	-	-	SYM
easat-11489	18	4	6	6	NUM
easat-11489	18	5	]	]	PUNCT
easat-11489	18	6	.	.	PUNCT
easat-11489	19	1	such	such	ADJ
easat-11489	19	2	fraudulent	fraudulent	ADJ
easat-11489	19	3	practices	practice	NOUN
easat-11489	19	4	often	often	ADV
easat-11489	19	5	compromise	compromise	VERB
easat-11489	19	6	the	the	DET
easat-11489	19	7	quality	quality	NOUN
easat-11489	19	8	of	of	ADP
easat-11489	19	9	the	the	DET
easat-11489	19	10	spice	spice	NOUN
easat-11489	19	11	and	and	CCONJ
easat-11489	19	12	may	may	AUX
easat-11489	19	13	also	also	ADV
easat-11489	19	14	pose	pose	VERB
easat-11489	19	15	health	health	NOUN
easat-11489	19	16	risks	risk	NOUN
easat-11489	19	17	,	,	PUNCT
easat-11489	19	18	as	as	SCONJ
easat-11489	19	19	some	some	DET
easat-11489	19	20	adulterants	adulterant	NOUN
easat-11489	19	21	could	could	AUX
easat-11489	19	22	introduce	introduce	VERB
easat-11489	19	23	harmful	harmful	ADJ
easat-11489	19	24	substances	substance	NOUN
easat-11489	19	25	[	[	X
easat-11489	19	26	7	7	NUM
easat-11489	19	27	]	]	PUNCT
easat-11489	19	28	but	but	CCONJ
easat-11489	19	29	adulterants	adulterant	NOUN
easat-11489	19	30	may	may	AUX
easat-11489	19	31	be	be	AUX
easat-11489	19	32	difficult	difficult	ADJ
easat-11489	19	33	to	to	PART
easat-11489	19	34	detect	detect	VERB
easat-11489	19	35	.	.	PUNCT
easat-11489	20	1	adulteration	adulteration	NOUN
easat-11489	20	2	of	of	ADP
easat-11489	20	3	white	white	ADJ
easat-11489	20	4	pepper	pepper	NOUN
easat-11489	20	5	with	with	ADP
easat-11489	20	6	roasted	roasted	ADJ
easat-11489	20	7	rice	rice	NOUN
easat-11489	20	8	,	,	PUNCT
easat-11489	20	9	for	for	ADP
easat-11489	20	10	example	example	NOUN
easat-11489	20	11	,	,	PUNCT
easat-11489	20	12	is	be	AUX
easat-11489	20	13	particularly	particularly	ADV
easat-11489	20	14	challenging	challenging	ADJ
easat-11489	20	15	to	to	PART
easat-11489	20	16	detect	detect	VERB
easat-11489	20	17	due	due	ADP
easat-11489	20	18	to	to	ADP
easat-11489	20	19	the	the	DET
easat-11489	20	20	similarity	similarity	NOUN
easat-11489	20	21	in	in	ADP
easat-11489	20	22	appearance	appearance	NOUN
easat-11489	20	23	and	and	CCONJ
easat-11489	20	24	texture	texture	NOUN
easat-11489	20	25	of	of	ADP
easat-11489	20	26	the	the	DET
easat-11489	20	27	adulterant	adulterant	NOUN
easat-11489	20	28	compared	compare	VERB
easat-11489	20	29	to	to	ADP
easat-11489	20	30	genuine	genuine	ADJ
easat-11489	20	31	white	white	ADJ
easat-11489	20	32	pepper	pepper	NOUN
easat-11489	20	33	.	.	PUNCT
easat-11489	21	1	roasted	roasted	ADJ
easat-11489	21	2	rice	rice	NOUN
easat-11489	21	3	is	be	AUX
easat-11489	21	4	often	often	ADV
easat-11489	21	5	used	use	VERB
easat-11489	21	6	because	because	SCONJ
easat-11489	21	7	it	it	PRON
easat-11489	21	8	is	be	AUX
easat-11489	21	9	cost	cost	NOUN
easat-11489	21	10	-	-	PUNCT
easat-11489	21	11	effective	effective	ADJ
easat-11489	21	12	,	,	PUNCT
easat-11489	21	13	readily	readily	ADV
easat-11489	21	14	available	available	ADJ
easat-11489	21	15	,	,	PUNCT
easat-11489	21	16	and	and	CCONJ
easat-11489	21	17	can	can	AUX
easat-11489	21	18	easily	easily	ADV
easat-11489	21	19	mimic	mimic	VERB
easat-11489	21	20	the	the	DET
easat-11489	21	21	ground	ground	NOUN
easat-11489	21	22	form	form	NOUN
easat-11489	21	23	of	of	ADP
easat-11489	21	24	white	white	ADJ
easat-11489	21	25	pepper	pepper	NOUN
easat-11489	21	26	.	.	PUNCT
easat-11489	22	1	however	however	ADV
easat-11489	22	2	,	,	PUNCT
easat-11489	22	3	while	while	SCONJ
easat-11489	22	4	both	both	DET
easat-11489	22	5	substances	substance	NOUN
easat-11489	22	6	may	may	AUX
easat-11489	22	7	appear	appear	VERB
easat-11489	22	8	similar	similar	ADJ
easat-11489	22	9	under	under	ADP
easat-11489	22	10	visual	visual	ADJ
easat-11489	22	11	observation	observation	NOUN
easat-11489	22	12	,	,	PUNCT
easat-11489	22	13	their	their	PRON
easat-11489	22	14	chemical	chemical	NOUN
easat-11489	22	15	compositions	composition	NOUN
easat-11489	22	16	and	and	CCONJ
easat-11489	22	17	spectral	spectral	ADJ
easat-11489	22	18	properties	property	NOUN
easat-11489	22	19	differ	differ	VERB
easat-11489	22	20	,	,	PUNCT
easat-11489	22	21	making	make	VERB
easat-11489	22	22	them	they	PRON
easat-11489	22	23	detectable	detectable	ADJ
easat-11489	22	24	through	through	ADP
easat-11489	22	25	advanced	advanced	ADJ
easat-11489	22	26	2	2	NUM
easat-11489	22	27	edelweiss	edelweiss	PROPN
easat-11489	22	28	applied	apply	VERB
easat-11489	22	29	science	science	NOUN
easat-11489	22	30	and	and	CCONJ
easat-11489	22	31	technology	technology	NOUN
easat-11489	22	32	issn	issn	PROPN
easat-11489	22	33	:	:	PUNCT
easat-11489	22	34	2576	2576	NUM
easat-11489	22	35	-	-	SYM
easat-11489	22	36	8484	8484	NUM
easat-11489	22	37	vol	vol	NOUN
easat-11489	22	38	.	.	PROPN
easat-11489	23	1	10	10	NUM
easat-11489	23	2	,	,	PUNCT
easat-11489	23	3	no	no	INTJ
easat-11489	23	4	.	.	NOUN
easat-11489	23	5	1	1	NUM
easat-11489	23	6	:	:	SYM
easat-11489	23	7	1	1	NUM
easat-11489	23	8	-	-	SYM
easat-11489	23	9	15	15	NUM
easat-11489	23	10	,	,	PUNCT
easat-11489	23	11	2026	2026	NUM
easat-11489	23	12	doi	doi	NOUN
easat-11489	23	13	:	:	PUNCT
easat-11489	23	14	10.55214/2576	10.55214/2576	NUM
easat-11489	23	15	-	-	PUNCT
easat-11489	23	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	23	17	©	©	PROPN
easat-11489	23	18	2026	2026	NUM
easat-11489	23	19	by	by	ADP
easat-11489	23	20	the	the	DET
easat-11489	23	21	authors	author	NOUN
easat-11489	23	22	;	;	PUNCT
easat-11489	23	23	licensee	licensee	PROPN
easat-11489	23	24	learning	learning	PROPN
easat-11489	23	25	gate	gate	PROPN
easat-11489	23	26	technologies	technology	NOUN
easat-11489	23	27	.	.	PUNCT
easat-11489	24	1	this	this	DET
easat-11489	24	2	type	type	NOUN
easat-11489	24	3	of	of	ADP
easat-11489	24	4	adulteration	adulteration	NOUN
easat-11489	24	5	is	be	AUX
easat-11489	24	6	especially	especially	ADV
easat-11489	24	7	concerning	concern	VERB
easat-11489	24	8	because	because	SCONJ
easat-11489	24	9	it	it	PRON
easat-11489	24	10	not	not	PART
easat-11489	24	11	only	only	ADV
easat-11489	24	12	affects	affect	VERB
easat-11489	24	13	the	the	DET
easat-11489	24	14	sensory	sensory	ADJ
easat-11489	24	15	qualities	quality	NOUN
easat-11489	24	16	of	of	ADP
easat-11489	24	17	the	the	DET
easat-11489	24	18	product	product	NOUN
easat-11489	24	19	but	but	CCONJ
easat-11489	24	20	also	also	ADV
easat-11489	24	21	undermines	undermine	VERB
easat-11489	24	22	consumer	consumer	NOUN
easat-11489	24	23	trust	trust	NOUN
easat-11489	24	24	and	and	CCONJ
easat-11489	24	25	market	market	NOUN
easat-11489	24	26	fairness	fairness	NOUN
easat-11489	25	1	[	[	X
easat-11489	25	2	5	5	NUM
easat-11489	25	3	]	]	PUNCT
easat-11489	25	4	.	.	PUNCT
easat-11489	26	1	the	the	DET
easat-11489	26	2	traditional	traditional	ADJ
easat-11489	26	3	methods	method	NOUN
easat-11489	26	4	of	of	ADP
easat-11489	26	5	detecting	detect	VERB
easat-11489	26	6	food	food	NOUN
easat-11489	26	7	adulteration	adulteration	NOUN
easat-11489	26	8	have	have	AUX
easat-11489	26	9	relied	rely	VERB
easat-11489	26	10	heavily	heavily	ADV
easat-11489	26	11	on	on	ADP
easat-11489	26	12	physical	physical	ADJ
easat-11489	26	13	inspection	inspection	NOUN
easat-11489	26	14	,	,	PUNCT
easat-11489	26	15	chemical	chemical	NOUN
easat-11489	26	16	analysis	analysis	NOUN
easat-11489	26	17	,	,	PUNCT
easat-11489	26	18	or	or	CCONJ
easat-11489	26	19	microscopic	microscopic	ADJ
easat-11489	26	20	techniques	technique	NOUN
easat-11489	26	21	.	.	PUNCT
easat-11489	27	1	however	however	ADV
easat-11489	27	2	,	,	PUNCT
easat-11489	27	3	these	these	DET
easat-11489	27	4	methods	method	NOUN
easat-11489	27	5	have	have	VERB
easat-11489	27	6	limitations	limitation	NOUN
easat-11489	27	7	in	in	ADP
easat-11489	27	8	terms	term	NOUN
easat-11489	27	9	of	of	ADP
easat-11489	27	10	being	be	AUX
easat-11489	27	11	time	time	NOUN
easat-11489	27	12	-	-	PUNCT
easat-11489	27	13	consuming	consume	VERB
easat-11489	27	14	,	,	PUNCT
easat-11489	27	15	costly	costly	ADJ
easat-11489	27	16	,	,	PUNCT
easat-11489	27	17	and	and	CCONJ
easat-11489	27	18	using	use	VERB
easat-11489	27	19	resources	resource	NOUN
easat-11489	27	20	that	that	PRON
easat-11489	27	21	could	could	AUX
easat-11489	27	22	otherwise	otherwise	ADV
easat-11489	27	23	be	be	AUX
easat-11489	27	24	sold	sell	VERB
easat-11489	27	25	.	.	PUNCT
easat-11489	28	1	observing	observe	VERB
easat-11489	28	2	physical	physical	ADJ
easat-11489	28	3	properties	property	NOUN
easat-11489	28	4	through	through	ADP
easat-11489	28	5	visual	visual	ADJ
easat-11489	28	6	inspection	inspection	NOUN
easat-11489	28	7	may	may	AUX
easat-11489	28	8	be	be	AUX
easat-11489	28	9	difficult	difficult	ADJ
easat-11489	28	10	and	and	CCONJ
easat-11489	28	11	can	can	AUX
easat-11489	28	12	miss	miss	VERB
easat-11489	28	13	subtle	subtle	ADJ
easat-11489	28	14	traces	trace	NOUN
easat-11489	28	15	of	of	ADP
easat-11489	28	16	adulterants	adulterant	NOUN
easat-11489	28	17	,	,	PUNCT
easat-11489	28	18	while	while	SCONJ
easat-11489	28	19	chemical	chemical	ADJ
easat-11489	28	20	analytical	analytical	ADJ
easat-11489	28	21	methods	method	NOUN
easat-11489	28	22	require	require	VERB
easat-11489	28	23	sample	sample	NOUN
easat-11489	28	24	preparation	preparation	NOUN
easat-11489	28	25	,	,	PUNCT
easat-11489	28	26	chemical	chemical	NOUN
easat-11489	28	27	management	management	NOUN
easat-11489	28	28	,	,	PUNCT
easat-11489	28	29	and	and	CCONJ
easat-11489	28	30	complicated	complicated	ADJ
easat-11489	28	31	procedures	procedure	NOUN
easat-11489	28	32	.	.	PUNCT
easat-11489	29	1	microscopic	microscopic	ADJ
easat-11489	29	2	techniques	technique	NOUN
easat-11489	29	3	,	,	PUNCT
easat-11489	29	4	although	although	SCONJ
easat-11489	29	5	useful	useful	ADJ
easat-11489	29	6	,	,	PUNCT
easat-11489	29	7	are	be	AUX
easat-11489	29	8	not	not	PART
easat-11489	29	9	always	always	ADV
easat-11489	29	10	practical	practical	ADJ
easat-11489	29	11	for	for	ADP
easat-11489	29	12	large	large	ADJ
easat-11489	29	13	-	-	PUNCT
easat-11489	29	14	scale	scale	NOUN
easat-11489	29	15	or	or	CCONJ
easat-11489	29	16	real	real	ADJ
easat-11489	29	17	-	-	PUNCT
easat-11489	29	18	time	time	NOUN
easat-11489	29	19	applications	application	NOUN
easat-11489	29	20	.	.	PUNCT
easat-11489	30	1	therefore	therefore	ADV
easat-11489	30	2	,	,	PUNCT
easat-11489	30	3	there	there	PRON
easat-11489	30	4	is	be	VERB
easat-11489	30	5	an	an	DET
easat-11489	30	6	increasing	increase	VERB
easat-11489	30	7	demand	demand	NOUN
easat-11489	30	8	for	for	ADP
easat-11489	30	9	faster	fast	ADJ
easat-11489	30	10	,	,	PUNCT
easat-11489	30	11	more	more	ADV
easat-11489	30	12	accurate	accurate	ADJ
easat-11489	30	13	,	,	PUNCT
easat-11489	30	14	and	and	CCONJ
easat-11489	30	15	non	non	ADJ
easat-11489	30	16	-	-	ADJ
easat-11489	30	17	destructive	destructive	ADJ
easat-11489	30	18	techniques	technique	NOUN
easat-11489	30	19	to	to	PART
easat-11489	30	20	identify	identify	VERB
easat-11489	30	21	adulteration	adulteration	NOUN
easat-11489	30	22	in	in	ADP
easat-11489	30	23	food	food	NOUN
easat-11489	30	24	products	product	NOUN
easat-11489	30	25	[	[	X
easat-11489	30	26	8	8	NUM
easat-11489	30	27	,	,	PUNCT
easat-11489	30	28	9	9	NUM
easat-11489	30	29	]	]	PUNCT
easat-11489	30	30	.	.	PUNCT
easat-11489	31	1	near	near	ADP
easat-11489	31	2	infrared	infrared	PROPN
easat-11489	31	3	(	(	PUNCT
easat-11489	31	4	nir	nir	NOUN
easat-11489	31	5	)	)	PUNCT
easat-11489	31	6	spectroscopy	spectroscopy	NOUN
easat-11489	31	7	is	be	AUX
easat-11489	31	8	known	know	VERB
easat-11489	31	9	as	as	ADP
easat-11489	31	10	a	a	DET
easat-11489	31	11	powerful	powerful	ADJ
easat-11489	31	12	analytical	analytical	ADJ
easat-11489	31	13	tool	tool	NOUN
easat-11489	31	14	that	that	PRON
easat-11489	31	15	has	have	AUX
easat-11489	31	16	been	be	AUX
easat-11489	31	17	successfully	successfully	ADV
easat-11489	31	18	used	use	VERB
easat-11489	31	19	for	for	ADP
easat-11489	31	20	detecting	detect	VERB
easat-11489	31	21	food	food	NOUN
easat-11489	31	22	adulteration	adulteration	NOUN
easat-11489	31	23	by	by	ADP
easat-11489	31	24	providing	provide	VERB
easat-11489	31	25	non	non	ADJ
easat-11489	31	26	-	-	ADJ
easat-11489	31	27	destructive	destructive	ADJ
easat-11489	31	28	and	and	CCONJ
easat-11489	31	29	rapid	rapid	ADJ
easat-11489	31	30	results	result	NOUN
easat-11489	31	31	[	[	X
easat-11489	31	32	10	10	NUM
easat-11489	31	33	,	,	PUNCT
easat-11489	31	34	11	11	NUM
easat-11489	31	35	]	]	PUNCT
easat-11489	31	36	.	.	PUNCT
easat-11489	32	1	nir	nir	ADJ
easat-11489	32	2	spectroscopy	spectroscopy	NOUN
easat-11489	32	3	relies	rely	VERB
easat-11489	32	4	on	on	ADP
easat-11489	32	5	the	the	DET
easat-11489	32	6	interaction	interaction	NOUN
easat-11489	32	7	of	of	ADP
easat-11489	32	8	light	light	NOUN
easat-11489	32	9	,	,	PUNCT
easat-11489	32	10	in	in	ADP
easat-11489	32	11	the	the	DET
easat-11489	32	12	near	near	ADV
easat-11489	32	13	-	-	PUNCT
easat-11489	32	14	infrared	infrared	ADJ
easat-11489	32	15	spectrum	spectrum	NOUN
easat-11489	32	16	,	,	PUNCT
easat-11489	32	17	with	with	ADP
easat-11489	32	18	the	the	DET
easat-11489	32	19	sample	sample	NOUN
easat-11489	32	20	,	,	PUNCT
easat-11489	32	21	providing	provide	VERB
easat-11489	32	22	information	information	NOUN
easat-11489	32	23	about	about	ADP
easat-11489	32	24	its	its	PRON
easat-11489	32	25	chemical	chemical	NOUN
easat-11489	32	26	composition	composition	NOUN
easat-11489	32	27	based	base	VERB
easat-11489	32	28	on	on	ADP
easat-11489	32	29	the	the	DET
easat-11489	32	30	absorption	absorption	NOUN
easat-11489	32	31	of	of	ADP
easat-11489	32	32	specific	specific	ADJ
easat-11489	32	33	wavelengths	wavelength	NOUN
easat-11489	32	34	of	of	ADP
easat-11489	32	35	light	light	NOUN
easat-11489	32	36	.	.	PUNCT
easat-11489	33	1	this	this	DET
easat-11489	33	2	method	method	NOUN
easat-11489	33	3	has	have	AUX
easat-11489	33	4	been	be	AUX
easat-11489	33	5	successfully	successfully	ADV
easat-11489	33	6	applied	apply	VERB
easat-11489	33	7	in	in	ADP
easat-11489	33	8	various	various	ADJ
easat-11489	33	9	fields	field	NOUN
easat-11489	33	10	,	,	PUNCT
easat-11489	33	11	including	include	VERB
easat-11489	33	12	the	the	DET
easat-11489	33	13	identification	identification	NOUN
easat-11489	33	14	of	of	ADP
easat-11489	33	15	food	food	NOUN
easat-11489	33	16	adulterants	adulterant	NOUN
easat-11489	33	17	in	in	ADP
easat-11489	33	18	oils	oil	NOUN
easat-11489	33	19	,	,	PUNCT
easat-11489	33	20	milk	milk	NOUN
easat-11489	33	21	powder	powder	NOUN
easat-11489	33	22	,	,	PUNCT
easat-11489	33	23	butter	butter	NOUN
easat-11489	33	24	,	,	PUNCT
easat-11489	33	25	cheese	cheese	NOUN
easat-11489	33	26	,	,	PUNCT
easat-11489	33	27	spices	spice	NOUN
easat-11489	33	28	,	,	PUNCT
easat-11489	33	29	paprika	paprika	NOUN
easat-11489	33	30	powder	powder	NOUN
easat-11489	33	31	,	,	PUNCT
easat-11489	33	32	and	and	CCONJ
easat-11489	33	33	sichuan	sichuan	PROPN
easat-11489	33	34	pepper	pepper	NOUN
easat-11489	34	1	[	[	X
easat-11489	34	2	12	12	NUM
easat-11489	34	3	-	-	SYM
easat-11489	34	4	17	17	NUM
easat-11489	34	5	]	]	PUNCT
easat-11489	34	6	.	.	PUNCT
easat-11489	35	1	the	the	DET
easat-11489	35	2	successful	successful	ADJ
easat-11489	35	3	use	use	NOUN
easat-11489	35	4	of	of	ADP
easat-11489	35	5	nir	nir	ADJ
easat-11489	35	6	spectroscopy	spectroscopy	NOUN
easat-11489	35	7	to	to	PART
easat-11489	35	8	detect	detect	VERB
easat-11489	35	9	adulterants	adulterant	NOUN
easat-11489	35	10	,	,	PUNCT
easat-11489	35	11	both	both	PRON
easat-11489	35	12	qualitative	qualitative	ADJ
easat-11489	35	13	and	and	CCONJ
easat-11489	35	14	quantitative	quantitative	ADJ
easat-11489	35	15	,	,	PUNCT
easat-11489	35	16	has	have	AUX
easat-11489	35	17	made	make	VERB
easat-11489	35	18	it	it	PRON
easat-11489	35	19	one	one	NUM
easat-11489	35	20	of	of	ADP
easat-11489	35	21	the	the	DET
easat-11489	35	22	most	most	ADV
easat-11489	35	23	promising	promising	ADJ
easat-11489	35	24	techniques	technique	NOUN
easat-11489	35	25	for	for	ADP
easat-11489	35	26	ensuring	ensure	VERB
easat-11489	35	27	food	food	NOUN
easat-11489	35	28	authenticity	authenticity	NOUN
easat-11489	35	29	[	[	X
easat-11489	35	30	18	18	NUM
easat-11489	35	31	]	]	PUNCT
easat-11489	35	32	.	.	PUNCT
easat-11489	36	1	a	a	DET
easat-11489	36	2	recent	recent	ADJ
easat-11489	36	3	advance	advance	NOUN
easat-11489	36	4	in	in	ADP
easat-11489	36	5	nir	nir	ADJ
easat-11489	36	6	technology	technology	NOUN
easat-11489	36	7	is	be	AUX
easat-11489	36	8	hyperspectral	hyperspectral	ADJ
easat-11489	36	9	imaging	imaging	NOUN
easat-11489	36	10	,	,	PUNCT
easat-11489	36	11	which	which	PRON
easat-11489	36	12	combines	combine	VERB
easat-11489	36	13	traditional	traditional	ADJ
easat-11489	36	14	nir	nir	NOUN
easat-11489	36	15	spectroscopy	spectroscopy	NOUN
easat-11489	36	16	with	with	ADP
easat-11489	36	17	spatial	spatial	ADJ
easat-11489	36	18	imaging	imaging	NOUN
easat-11489	36	19	.	.	PUNCT
easat-11489	37	1	this	this	DET
easat-11489	37	2	method	method	NOUN
easat-11489	37	3	captures	capture	VERB
easat-11489	37	4	both	both	CCONJ
easat-11489	37	5	the	the	DET
easat-11489	37	6	spectral	spectral	ADJ
easat-11489	37	7	and	and	CCONJ
easat-11489	37	8	spatial	spatial	ADJ
easat-11489	37	9	information	information	NOUN
easat-11489	37	10	of	of	ADP
easat-11489	37	11	a	a	DET
easat-11489	37	12	sample	sample	NOUN
easat-11489	37	13	,	,	PUNCT
easat-11489	37	14	allowing	allow	VERB
easat-11489	37	15	for	for	ADP
easat-11489	37	16	detailed	detailed	ADJ
easat-11489	37	17	analysis	analysis	NOUN
easat-11489	37	18	of	of	ADP
easat-11489	37	19	the	the	DET
easat-11489	37	20	sample	sample	NOUN
easat-11489	37	21	’s	’s	PART
easat-11489	37	22	chemical	chemical	NOUN
easat-11489	37	23	composition	composition	NOUN
easat-11489	37	24	and	and	CCONJ
easat-11489	37	25	distribution	distribution	NOUN
easat-11489	37	26	[	[	X
easat-11489	37	27	19	19	NUM
easat-11489	37	28	,	,	PUNCT
easat-11489	37	29	20	20	NUM
easat-11489	37	30	]	]	PUNCT
easat-11489	37	31	.	.	PUNCT
easat-11489	38	1	hyperspectral	hyperspectral	ADJ
easat-11489	38	2	imaging	imaging	NOUN
easat-11489	38	3	provides	provide	VERB
easat-11489	38	4	a	a	DET
easat-11489	38	5	comprehensive	comprehensive	ADJ
easat-11489	38	6	view	view	NOUN
easat-11489	38	7	of	of	ADP
easat-11489	38	8	the	the	DET
easat-11489	38	9	sample	sample	NOUN
easat-11489	38	10	,	,	PUNCT
easat-11489	38	11	making	make	VERB
easat-11489	38	12	it	it	PRON
easat-11489	38	13	more	more	ADV
easat-11489	38	14	sensitive	sensitive	ADJ
easat-11489	38	15	and	and	CCONJ
easat-11489	38	16	accurate	accurate	ADJ
easat-11489	38	17	in	in	ADP
easat-11489	38	18	detecting	detect	VERB
easat-11489	38	19	adulterants	adulterant	NOUN
easat-11489	38	20	even	even	ADV
easat-11489	38	21	at	at	ADP
easat-11489	38	22	low	low	ADJ
easat-11489	38	23	concentrations	concentration	NOUN
easat-11489	38	24	.	.	PUNCT
easat-11489	39	1	the	the	DET
easat-11489	39	2	technique	technique	NOUN
easat-11489	39	3	can	can	AUX
easat-11489	39	4	detect	detect	VERB
easat-11489	39	5	variations	variation	NOUN
easat-11489	39	6	in	in	ADP
easat-11489	39	7	the	the	DET
easat-11489	39	8	chemical	chemical	NOUN
easat-11489	39	9	composition	composition	NOUN
easat-11489	39	10	of	of	ADP
easat-11489	39	11	both	both	CCONJ
easat-11489	39	12	the	the	DET
easat-11489	39	13	adulterant	adulterant	NOUN
easat-11489	39	14	and	and	CCONJ
easat-11489	39	15	the	the	DET
easat-11489	39	16	food	food	NOUN
easat-11489	39	17	product	product	NOUN
easat-11489	39	18	,	,	PUNCT
easat-11489	39	19	enabling	enable	VERB
easat-11489	39	20	the	the	DET
easat-11489	39	21	identification	identification	NOUN
easat-11489	39	22	of	of	ADP
easat-11489	39	23	even	even	ADV
easat-11489	39	24	subtle	subtle	ADJ
easat-11489	39	25	differences	difference	NOUN
easat-11489	39	26	[	[	X
easat-11489	39	27	21	21	NUM
easat-11489	39	28	]	]	PUNCT
easat-11489	39	29	.	.	PUNCT
easat-11489	40	1	this	this	PRON
easat-11489	40	2	makes	make	VERB
easat-11489	40	3	hyperspectral	hyperspectral	ADJ
easat-11489	40	4	imaging	imaging	NOUN
easat-11489	40	5	particularly	particularly	ADV
easat-11489	40	6	useful	useful	ADJ
easat-11489	40	7	for	for	ADP
easat-11489	40	8	detecting	detect	VERB
easat-11489	40	9	adulteration	adulteration	NOUN
easat-11489	40	10	in	in	ADP
easat-11489	40	11	food	food	NOUN
easat-11489	40	12	products	product	NOUN
easat-11489	40	13	,	,	PUNCT
easat-11489	40	14	where	where	SCONJ
easat-11489	40	15	adulterants	adulterant	NOUN
easat-11489	40	16	are	be	AUX
easat-11489	40	17	often	often	ADV
easat-11489	40	18	mixed	mix	VERB
easat-11489	40	19	in	in	ADP
easat-11489	40	20	small	small	ADJ
easat-11489	40	21	amounts	amount	NOUN
easat-11489	40	22	to	to	PART
easat-11489	40	23	avoid	avoid	VERB
easat-11489	40	24	detection	detection	NOUN
easat-11489	40	25	[	[	X
easat-11489	40	26	22	22	NUM
easat-11489	40	27	]	]	PUNCT
easat-11489	40	28	.	.	PUNCT
easat-11489	41	1	several	several	ADJ
easat-11489	41	2	studies	study	NOUN
easat-11489	41	3	have	have	AUX
easat-11489	41	4	reported	report	VERB
easat-11489	41	5	that	that	SCONJ
easat-11489	41	6	nir	nir	ADJ
easat-11489	41	7	hyperspectral	hyperspectral	ADJ
easat-11489	41	8	imaging	imaging	NOUN
easat-11489	41	9	(	(	PUNCT
easat-11489	41	10	nir	nir	PROPN
easat-11489	41	11	-	-	PUNCT
easat-11489	41	12	hsi	hsi	NOUN
easat-11489	41	13	)	)	PUNCT
easat-11489	41	14	can	can	AUX
easat-11489	41	15	be	be	AUX
easat-11489	41	16	successfully	successfully	ADV
easat-11489	41	17	used	use	VERB
easat-11489	41	18	to	to	PART
easat-11489	41	19	detect	detect	VERB
easat-11489	41	20	adulteration	adulteration	NOUN
easat-11489	41	21	in	in	ADP
easat-11489	41	22	particulate	particulate	NOUN
easat-11489	41	23	food	food	NOUN
easat-11489	41	24	products	product	NOUN
easat-11489	41	25	,	,	PUNCT
easat-11489	41	26	including	include	VERB
easat-11489	41	27	peanut	peanut	NOUN
easat-11489	41	28	flour	flour	NOUN
easat-11489	42	1	[	[	X
easat-11489	42	2	23	23	NUM
easat-11489	42	3	]	]	PUNCT
easat-11489	42	4	,	,	PUNCT
easat-11489	42	5	tapioca	tapioca	NOUN
easat-11489	42	6	starch	starch	NOUN
easat-11489	43	1	[	[	X
easat-11489	43	2	24	24	NUM
easat-11489	43	3	]	]	PUNCT
easat-11489	43	4	,	,	PUNCT
easat-11489	43	5	ground	ground	ADJ
easat-11489	43	6	coffee	coffee	NOUN
easat-11489	44	1	[	[	X
easat-11489	44	2	25	25	NUM
easat-11489	44	3	]	]	PUNCT
easat-11489	44	4	,	,	PUNCT
easat-11489	44	5	wheat	wheat	NOUN
easat-11489	44	6	flour	flour	NOUN
easat-11489	45	1	[	[	X
easat-11489	45	2	26	26	NUM
easat-11489	45	3	,	,	PUNCT
easat-11489	45	4	27	27	NUM
easat-11489	45	5	]	]	PUNCT
easat-11489	45	6	,	,	PUNCT
easat-11489	45	7	chickpea	chickpea	NOUN
easat-11489	45	8	flour	flour	NOUN
easat-11489	46	1	[	[	X
easat-11489	46	2	28	28	NUM
easat-11489	46	3	]	]	PUNCT
easat-11489	46	4	,	,	PUNCT
easat-11489	46	5	whey	whey	X
easat-11489	46	6	protein	protein	NOUN
easat-11489	46	7	[	[	X
easat-11489	46	8	29	29	NUM
easat-11489	46	9	]	]	PUNCT
easat-11489	46	10	,	,	PUNCT
easat-11489	46	11	ceylon	ceylon	PROPN
easat-11489	46	12	black	black	ADJ
easat-11489	46	13	tea	tea	NOUN
easat-11489	47	1	[	[	X
easat-11489	47	2	30	30	NUM
easat-11489	47	3	]	]	PUNCT
easat-11489	47	4	,	,	PUNCT
easat-11489	47	5	poria	poria	PROPN
easat-11489	47	6	cocos	cocos	PROPN
easat-11489	48	1	[	[	X
easat-11489	48	2	31	31	NUM
easat-11489	48	3	]	]	PUNCT
easat-11489	48	4	and	and	CCONJ
easat-11489	48	5	red	red	ADJ
easat-11489	48	6	pepper	pepper	NOUN
easat-11489	48	7	powder	powder	NOUN
easat-11489	48	8	[	[	X
easat-11489	48	9	32	32	NUM
easat-11489	48	10	]	]	PUNCT
easat-11489	48	11	.	.	PUNCT
easat-11489	49	1	additional	additional	ADJ
easat-11489	49	2	advantages	advantage	NOUN
easat-11489	49	3	of	of	ADP
easat-11489	49	4	hyperspectral	hyperspectral	ADJ
easat-11489	49	5	imaging	imaging	NOUN
easat-11489	49	6	compared	compare	VERB
easat-11489	49	7	with	with	ADP
easat-11489	49	8	traditional	traditional	ADJ
easat-11489	49	9	techniques	technique	NOUN
easat-11489	49	10	include	include	VERB
easat-11489	49	11	that	that	SCONJ
easat-11489	49	12	it	it	PRON
easat-11489	49	13	is	be	AUX
easat-11489	49	14	a	a	DET
easat-11489	49	15	non	non	ADJ
easat-11489	49	16	-	-	ADJ
easat-11489	49	17	invasive	invasive	ADJ
easat-11489	49	18	method	method	NOUN
easat-11489	49	19	,	,	PUNCT
easat-11489	49	20	which	which	PRON
easat-11489	49	21	means	mean	VERB
easat-11489	49	22	it	it	PRON
easat-11489	49	23	does	do	AUX
easat-11489	49	24	not	not	PART
easat-11489	49	25	destroy	destroy	VERB
easat-11489	49	26	samples	sample	NOUN
easat-11489	49	27	,	,	PUNCT
easat-11489	49	28	and	and	CCONJ
easat-11489	49	29	also	also	ADV
easat-11489	49	30	requires	require	VERB
easat-11489	49	31	no	no	DET
easat-11489	49	32	chemical	chemical	ADJ
easat-11489	49	33	additives	additive	NOUN
easat-11489	49	34	[	[	X
easat-11489	49	35	33	33	NUM
easat-11489	49	36	,	,	PUNCT
easat-11489	49	37	34	34	NUM
easat-11489	49	38	]	]	PUNCT
easat-11489	49	39	.	.	PUNCT
easat-11489	50	1	furthermore	furthermore	ADV
easat-11489	50	2	,	,	PUNCT
easat-11489	50	3	hyperspectral	hyperspectral	ADJ
easat-11489	50	4	imaging	imaging	NOUN
easat-11489	50	5	allows	allow	VERB
easat-11489	50	6	for	for	ADP
easat-11489	50	7	real	real	ADJ
easat-11489	50	8	-	-	PUNCT
easat-11489	50	9	time	time	NOUN
easat-11489	50	10	monitoring	monitoring	NOUN
easat-11489	50	11	,	,	PUNCT
easat-11489	50	12	making	make	VERB
easat-11489	50	13	it	it	PRON
easat-11489	50	14	possible	possible	ADJ
easat-11489	50	15	to	to	PART
easat-11489	50	16	inspect	inspect	VERB
easat-11489	50	17	large	large	ADJ
easat-11489	50	18	batches	batch	NOUN
easat-11489	50	19	of	of	ADP
easat-11489	50	20	food	food	NOUN
easat-11489	50	21	products	product	NOUN
easat-11489	50	22	quickly	quickly	ADV
easat-11489	50	23	and	and	CCONJ
easat-11489	50	24	efficiently	efficiently	ADV
easat-11489	50	25	[	[	X
easat-11489	50	26	35	35	NUM
easat-11489	50	27	]	]	PUNCT
easat-11489	50	28	.	.	PUNCT
easat-11489	51	1	these	these	DET
easat-11489	51	2	advantages	advantage	NOUN
easat-11489	51	3	make	make	VERB
easat-11489	51	4	hyperspectral	hyperspectral	ADJ
easat-11489	51	5	imaging	imaging	NOUN
easat-11489	51	6	particularly	particularly	ADV
easat-11489	51	7	suitable	suitable	ADJ
easat-11489	51	8	for	for	ADP
easat-11489	51	9	quality	quality	NOUN
easat-11489	51	10	control	control	NOUN
easat-11489	51	11	in	in	ADP
easat-11489	51	12	the	the	DET
easat-11489	51	13	food	food	NOUN
easat-11489	51	14	industry	industry	NOUN
easat-11489	51	15	,	,	PUNCT
easat-11489	51	16	where	where	SCONJ
easat-11489	51	17	speed	speed	NOUN
easat-11489	51	18	and	and	CCONJ
easat-11489	51	19	accuracy	accuracy	NOUN
easat-11489	51	20	are	be	AUX
easat-11489	51	21	essential	essential	ADJ
easat-11489	51	22	.	.	PUNCT
easat-11489	52	1	a	a	DET
easat-11489	52	2	further	further	ADJ
easat-11489	52	3	advantage	advantage	NOUN
easat-11489	52	4	for	for	ADP
easat-11489	52	5	its	its	PRON
easat-11489	52	6	application	application	NOUN
easat-11489	52	7	in	in	ADP
easat-11489	52	8	commercial	commercial	ADJ
easat-11489	52	9	practice	practice	NOUN
easat-11489	52	10	is	be	AUX
easat-11489	52	11	that	that	SCONJ
easat-11489	52	12	nir	nir	ADJ
easat-11489	52	13	hyperspectral	hyperspectral	ADJ
easat-11489	52	14	imaging	imaging	NOUN
easat-11489	52	15	can	can	AUX
easat-11489	52	16	be	be	AUX
easat-11489	52	17	integrated	integrate	VERB
easat-11489	52	18	with	with	ADP
easat-11489	52	19	machine	machine	NOUN
easat-11489	52	20	learning	learn	VERB
easat-11489	52	21	algorithms	algorithm	NOUN
easat-11489	52	22	to	to	PART
easat-11489	52	23	enhance	enhance	VERB
easat-11489	52	24	its	its	PRON
easat-11489	52	25	detection	detection	NOUN
easat-11489	52	26	capabilities	capability	NOUN
easat-11489	52	27	.	.	PUNCT
easat-11489	53	1	machine	machine	NOUN
easat-11489	53	2	learning	learning	NOUN
easat-11489	53	3	models	model	NOUN
easat-11489	53	4	can	can	AUX
easat-11489	53	5	be	be	AUX
easat-11489	53	6	trained	train	VERB
easat-11489	53	7	using	use	VERB
easat-11489	53	8	spectral	spectral	ADJ
easat-11489	53	9	data	datum	NOUN
easat-11489	53	10	from	from	ADP
easat-11489	53	11	known	know	VERB
easat-11489	53	12	samples	sample	NOUN
easat-11489	53	13	to	to	PART
easat-11489	53	14	classify	classify	VERB
easat-11489	53	15	and	and	CCONJ
easat-11489	53	16	predict	predict	VERB
easat-11489	53	17	the	the	DET
easat-11489	53	18	presence	presence	NOUN
easat-11489	53	19	of	of	ADP
easat-11489	53	20	adulterants	adulterant	NOUN
easat-11489	53	21	in	in	ADP
easat-11489	53	22	unknown	unknown	ADJ
easat-11489	53	23	samples	sample	NOUN
easat-11489	53	24	.	.	PUNCT
easat-11489	54	1	this	this	DET
easat-11489	54	2	integration	integration	NOUN
easat-11489	54	3	of	of	ADP
easat-11489	54	4	hyperspectral	hyperspectral	ADJ
easat-11489	54	5	imaging	imaging	NOUN
easat-11489	54	6	and	and	CCONJ
easat-11489	54	7	machine	machine	NOUN
easat-11489	54	8	learning	learning	NOUN
easat-11489	54	9	can	can	AUX
easat-11489	54	10	significantly	significantly	ADV
easat-11489	54	11	improve	improve	VERB
easat-11489	54	12	the	the	DET
easat-11489	54	13	reliability	reliability	NOUN
easat-11489	54	14	and	and	CCONJ
easat-11489	54	15	accuracy	accuracy	NOUN
easat-11489	54	16	of	of	ADP
easat-11489	54	17	adulteration	adulteration	NOUN
easat-11489	54	18	detection	detection	NOUN
easat-11489	54	19	systems	system	NOUN
easat-11489	54	20	.	.	PUNCT
easat-11489	55	1	by	by	ADP
easat-11489	55	2	continuously	continuously	ADV
easat-11489	55	3	refining	refine	VERB
easat-11489	55	4	these	these	DET
easat-11489	55	5	models	model	NOUN
easat-11489	55	6	with	with	ADP
easat-11489	55	7	new	new	ADJ
easat-11489	55	8	data	datum	NOUN
easat-11489	55	9	,	,	PUNCT
easat-11489	55	10	the	the	DET
easat-11489	55	11	system	system	NOUN
easat-11489	55	12	can	can	AUX
easat-11489	55	13	adapt	adapt	VERB
easat-11489	55	14	to	to	ADP
easat-11489	55	15	different	different	ADJ
easat-11489	55	16	types	type	NOUN
easat-11489	55	17	of	of	ADP
easat-11489	55	18	adulteration	adulteration	NOUN
easat-11489	55	19	,	,	PUNCT
easat-11489	55	20	ensuring	ensure	VERB
easat-11489	55	21	robustness	robustness	NOUN
easat-11489	55	22	in	in	ADP
easat-11489	55	23	various	various	ADJ
easat-11489	55	24	real	real	ADJ
easat-11489	55	25	-	-	PUNCT
easat-11489	55	26	world	world	NOUN
easat-11489	55	27	scenarios	scenario	NOUN
easat-11489	55	28	[	[	X
easat-11489	55	29	36	36	NUM
easat-11489	55	30	,	,	PUNCT
easat-11489	55	31	37	37	NUM
easat-11489	55	32	]	]	PUNCT
easat-11489	55	33	.	.	PUNCT
easat-11489	56	1	the	the	DET
easat-11489	56	2	application	application	NOUN
easat-11489	56	3	of	of	ADP
easat-11489	56	4	nir	nir	ADJ
easat-11489	56	5	hyperspectral	hyperspectral	ADJ
easat-11489	56	6	imaging	imaging	NOUN
easat-11489	56	7	in	in	ADP
easat-11489	56	8	food	food	NOUN
easat-11489	56	9	fraud	fraud	NOUN
easat-11489	56	10	detection	detection	NOUN
easat-11489	56	11	not	not	PART
easat-11489	56	12	only	only	ADV
easat-11489	56	13	benefits	benefit	VERB
easat-11489	56	14	food	food	NOUN
easat-11489	56	15	safety	safety	NOUN
easat-11489	56	16	but	but	CCONJ
easat-11489	56	17	also	also	ADV
easat-11489	56	18	contributes	contribute	VERB
easat-11489	56	19	to	to	ADP
easat-11489	56	20	the	the	DET
easat-11489	56	21	broader	broad	ADJ
easat-11489	56	22	goal	goal	NOUN
easat-11489	56	23	of	of	ADP
easat-11489	56	24	transparency	transparency	NOUN
easat-11489	56	25	in	in	ADP
easat-11489	56	26	the	the	DET
easat-11489	56	27	food	food	NOUN
easat-11489	56	28	supply	supply	NOUN
easat-11489	56	29	chain	chain	NOUN
easat-11489	56	30	.	.	PUNCT
easat-11489	57	1	the	the	DET
easat-11489	57	2	ability	ability	NOUN
easat-11489	57	3	of	of	ADP
easat-11489	57	4	its	its	PRON
easat-11489	57	5	application	application	NOUN
easat-11489	57	6	to	to	PART
easat-11489	57	7	verify	verify	VERB
easat-11489	57	8	the	the	DET
easat-11489	57	9	authenticity	authenticity	NOUN
easat-11489	57	10	of	of	ADP
easat-11489	57	11	food	food	NOUN
easat-11489	57	12	products	product	NOUN
easat-11489	57	13	enhances	enhance	VERB
easat-11489	57	14	consumer	consumer	NOUN
easat-11489	57	15	confidence	confidence	NOUN
easat-11489	57	16	and	and	CCONJ
easat-11489	57	17	helps	helps	AUX
easat-11489	57	18	maintain	maintain	VERB
easat-11489	57	19	fair	fair	ADJ
easat-11489	57	20	trade	trade	NOUN
easat-11489	57	21	practices	practice	NOUN
easat-11489	57	22	.	.	PUNCT
easat-11489	58	1	as	as	SCONJ
easat-11489	58	2	food	food	NOUN
easat-11489	58	3	fraud	fraud	NOUN
easat-11489	58	4	continues	continue	VERB
easat-11489	58	5	to	to	PART
easat-11489	58	6	increase	increase	VERB
easat-11489	58	7	,	,	PUNCT
easat-11489	58	8	the	the	DET
easat-11489	58	9	use	use	NOUN
easat-11489	58	10	of	of	ADP
easat-11489	58	11	innovative	innovative	ADJ
easat-11489	58	12	technologies	technology	NOUN
easat-11489	58	13	like	like	ADP
easat-11489	58	14	nir	nir	PROPN
easat-11489	58	15	3	3	NUM
easat-11489	58	16	edelweiss	edelweiss	PROPN
easat-11489	58	17	applied	apply	VERB
easat-11489	58	18	science	science	NOUN
easat-11489	58	19	and	and	CCONJ
easat-11489	58	20	technology	technology	NOUN
easat-11489	58	21	issn	issn	PROPN
easat-11489	58	22	:	:	PUNCT
easat-11489	58	23	2576	2576	NUM
easat-11489	58	24	-	-	SYM
easat-11489	58	25	8484	8484	NUM
easat-11489	58	26	vol	vol	NOUN
easat-11489	58	27	.	.	PROPN
easat-11489	59	1	10	10	NUM
easat-11489	59	2	,	,	PUNCT
easat-11489	59	3	no	no	INTJ
easat-11489	59	4	.	.	NOUN
easat-11489	59	5	1	1	NUM
easat-11489	59	6	:	:	SYM
easat-11489	59	7	1	1	NUM
easat-11489	59	8	-	-	SYM
easat-11489	59	9	15	15	NUM
easat-11489	59	10	,	,	PUNCT
easat-11489	59	11	2026	2026	NUM
easat-11489	59	12	doi	doi	NOUN
easat-11489	59	13	:	:	PUNCT
easat-11489	59	14	10.55214/2576	10.55214/2576	NUM
easat-11489	59	15	-	-	PUNCT
easat-11489	59	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	59	17	©	©	PROPN
easat-11489	59	18	2026	2026	NUM
easat-11489	59	19	by	by	ADP
easat-11489	59	20	the	the	DET
easat-11489	59	21	authors	author	NOUN
easat-11489	59	22	;	;	PUNCT
easat-11489	59	23	licensee	licensee	PROPN
easat-11489	59	24	learning	learn	VERB
easat-11489	59	25	gate	gate	NOUN
easat-11489	59	26	hyperspectral	hyperspectral	ADJ
easat-11489	59	27	imaging	imaging	NOUN
easat-11489	59	28	can	can	AUX
easat-11489	59	29	play	play	VERB
easat-11489	59	30	a	a	DET
easat-11489	59	31	critical	critical	ADJ
easat-11489	59	32	role	role	NOUN
easat-11489	59	33	in	in	ADP
easat-11489	59	34	safeguarding	safeguard	VERB
easat-11489	59	35	the	the	DET
easat-11489	59	36	integrity	integrity	NOUN
easat-11489	59	37	of	of	ADP
easat-11489	59	38	the	the	DET
easat-11489	59	39	global	global	ADJ
easat-11489	59	40	food	food	NOUN
easat-11489	59	41	system	system	NOUN
easat-11489	59	42	[	[	X
easat-11489	59	43	38	38	NUM
easat-11489	59	44	]	]	PUNCT
easat-11489	59	45	.	.	PUNCT
easat-11489	60	1	the	the	DET
easat-11489	60	2	objective	objective	NOUN
easat-11489	60	3	of	of	ADP
easat-11489	60	4	this	this	DET
easat-11489	60	5	research	research	NOUN
easat-11489	60	6	was	be	AUX
easat-11489	60	7	therefore	therefore	ADV
easat-11489	60	8	to	to	PART
easat-11489	60	9	explore	explore	VERB
easat-11489	60	10	the	the	DET
easat-11489	60	11	use	use	NOUN
easat-11489	60	12	of	of	ADP
easat-11489	60	13	nir	nir	ADJ
easat-11489	60	14	hyperspectral	hyperspectral	ADJ
easat-11489	60	15	imaging	imaging	NOUN
easat-11489	60	16	in	in	ADP
easat-11489	60	17	identifying	identify	VERB
easat-11489	60	18	adulterated	adulterate	VERB
easat-11489	60	19	white	white	ADJ
easat-11489	60	20	pepper	pepper	NOUN
easat-11489	60	21	powder	powder	NOUN
easat-11489	60	22	mixed	mix	VERB
easat-11489	60	23	with	with	ADP
easat-11489	60	24	roasted	roasted	ADJ
easat-11489	60	25	sticky	sticky	ADJ
easat-11489	60	26	rice	rice	NOUN
easat-11489	60	27	powder	powder	NOUN
easat-11489	60	28	,	,	PUNCT
easat-11489	60	29	thus	thus	ADV
easat-11489	60	30	developing	develop	VERB
easat-11489	60	31	a	a	DET
easat-11489	60	32	robust	robust	ADJ
easat-11489	60	33	classification	classification	NOUN
easat-11489	60	34	model	model	NOUN
easat-11489	60	35	for	for	ADP
easat-11489	60	36	distinguishing	distinguish	VERB
easat-11489	60	37	between	between	ADP
easat-11489	60	38	pure	pure	ADJ
easat-11489	60	39	white	white	ADJ
easat-11489	60	40	pepper	pepper	NOUN
easat-11489	60	41	powder	powder	NOUN
easat-11489	60	42	and	and	CCONJ
easat-11489	60	43	adulterated	adulterate	VERB
easat-11489	60	44	white	white	ADJ
easat-11489	60	45	pepper	pepper	NOUN
easat-11489	60	46	powder	powder	NOUN
easat-11489	60	47	.	.	PUNCT
easat-11489	61	1	a	a	DET
easat-11489	61	2	further	further	ADJ
easat-11489	61	3	aim	aim	NOUN
easat-11489	61	4	of	of	ADP
easat-11489	61	5	this	this	DET
easat-11489	61	6	study	study	NOUN
easat-11489	61	7	was	be	AUX
easat-11489	61	8	to	to	PART
easat-11489	61	9	develop	develop	VERB
easat-11489	61	10	a	a	DET
easat-11489	61	11	reliable	reliable	ADJ
easat-11489	61	12	model	model	NOUN
easat-11489	61	13	for	for	ADP
easat-11489	61	14	determining	determine	VERB
easat-11489	61	15	concentrations	concentration	NOUN
easat-11489	61	16	of	of	ADP
easat-11489	61	17	roasted	roasted	ADJ
easat-11489	61	18	sticky	sticky	ADJ
easat-11489	61	19	rice	rice	NOUN
easat-11489	61	20	powder	powder	NOUN
easat-11489	61	21	in	in	ADP
easat-11489	61	22	adulterated	adulterate	VERB
easat-11489	61	23	white	white	ADJ
easat-11489	61	24	pepper	pepper	NOUN
easat-11489	61	25	powder	powder	NOUN
easat-11489	61	26	based	base	VERB
easat-11489	61	27	on	on	ADP
easat-11489	61	28	the	the	DET
easat-11489	61	29	correlation	correlation	NOUN
easat-11489	61	30	between	between	ADP
easat-11489	61	31	spectral	spectral	ADJ
easat-11489	61	32	data	datum	NOUN
easat-11489	61	33	and	and	CCONJ
easat-11489	61	34	known	known	ADJ
easat-11489	61	35	concentrations	concentration	NOUN
easat-11489	61	36	of	of	ADP
easat-11489	61	37	roasted	roasted	ADJ
easat-11489	61	38	sticky	sticky	ADJ
easat-11489	61	39	rice	rice	NOUN
easat-11489	61	40	powder	powder	NOUN
easat-11489	61	41	.	.	PUNCT
easat-11489	62	1	2	2	X
easat-11489	62	2	.	.	X
easat-11489	62	3	materials	material	NOUN
easat-11489	62	4	and	and	CCONJ
easat-11489	62	5	methods	method	NOUN
easat-11489	62	6	2.1	2.1	NUM
easat-11489	62	7	.	.	PUNCT
easat-11489	63	1	sample	sample	NOUN
easat-11489	63	2	preparation	preparation	NOUN
easat-11489	63	3	dried	dry	VERB
easat-11489	63	4	white	white	ADJ
easat-11489	63	5	pepper	pepper	NOUN
easat-11489	63	6	(	(	PUNCT
easat-11489	63	7	piper	piper	NOUN
easat-11489	63	8	nigrum	nigrum	PROPN
easat-11489	63	9	l.	l.	PROPN
easat-11489	63	10	)	)	PUNCT
easat-11489	63	11	seeds	seed	NOUN
easat-11489	63	12	and	and	CCONJ
easat-11489	63	13	‘	'	PUNCT
easat-11489	63	14	san	san	PROPN
easat-11489	63	15	patong	patong	PROPN
easat-11489	63	16	’	'	PUNCT
easat-11489	63	17	sticky	sticky	ADJ
easat-11489	63	18	rice	rice	NOUN
easat-11489	63	19	were	be	AUX
easat-11489	63	20	purchased	purchase	VERB
easat-11489	63	21	from	from	ADP
easat-11489	63	22	a	a	DET
easat-11489	63	23	local	local	ADJ
easat-11489	63	24	market	market	NOUN
easat-11489	63	25	in	in	ADP
easat-11489	63	26	bangkok	bangkok	PROPN
easat-11489	63	27	,	,	PUNCT
easat-11489	63	28	thailand	thailand	PROPN
easat-11489	63	29	.	.	PUNCT
easat-11489	64	1	the	the	DET
easat-11489	64	2	white	white	PROPN
easat-11489	64	3	pepper	pepper	NOUN
easat-11489	64	4	seeds	seed	NOUN
easat-11489	64	5	were	be	AUX
easat-11489	64	6	ground	grind	VERB
easat-11489	64	7	by	by	ADP
easat-11489	64	8	a	a	DET
easat-11489	64	9	grinder	grinder	NOUN
easat-11489	64	10	(	(	PUNCT
easat-11489	64	11	philips	philips	X
easat-11489	64	12	hr2223/00	hr2223/00	VERB
easat-11489	64	13	series	series	NOUN
easat-11489	64	14	5000	5000	NUM
easat-11489	64	15	)	)	PUNCT
easat-11489	64	16	,	,	PUNCT
easat-11489	64	17	and	and	CCONJ
easat-11489	64	18	the	the	DET
easat-11489	64	19	acquired	acquire	VERB
easat-11489	64	20	powder	powder	NOUN
easat-11489	64	21	was	be	AUX
easat-11489	64	22	screened	screen	VERB
easat-11489	64	23	through	through	ADP
easat-11489	64	24	an	an	DET
easat-11489	64	25	80	80	NUM
easat-11489	64	26	-	-	PUNCT
easat-11489	64	27	mesh	mesh	NOUN
easat-11489	64	28	sieve	sieve	NOUN
easat-11489	64	29	.	.	PUNCT
easat-11489	65	1	samples	sample	NOUN
easat-11489	65	2	of	of	ADP
easat-11489	65	3	the	the	DET
easat-11489	65	4	pure	pure	ADJ
easat-11489	65	5	white	white	ADJ
easat-11489	65	6	pepper	pepper	NOUN
easat-11489	65	7	powder	powder	NOUN
easat-11489	65	8	(	(	PUNCT
easat-11489	65	9	n=100	n=100	NUM
easat-11489	65	10	)	)	PUNCT
easat-11489	65	11	were	be	AUX
easat-11489	65	12	placed	place	VERB
easat-11489	65	13	in	in	ADP
easat-11489	65	14	zip	zip	NOUN
easat-11489	65	15	-	-	PUNCT
easat-11489	65	16	lock	lock	NOUN
easat-11489	65	17	plastic	plastic	NOUN
easat-11489	65	18	bags	bag	NOUN
easat-11489	65	19	and	and	CCONJ
easat-11489	65	20	stored	store	VERB
easat-11489	65	21	at	at	ADP
easat-11489	65	22	25	25	NUM
easat-11489	65	23	°	°	NOUN
easat-11489	65	24	c	c	NOUN
easat-11489	65	25	for	for	ADP
easat-11489	65	26	the	the	DET
easat-11489	65	27	next	next	ADJ
easat-11489	65	28	step	step	NOUN
easat-11489	65	29	of	of	ADP
easat-11489	65	30	the	the	DET
easat-11489	65	31	experiment	experiment	NOUN
easat-11489	65	32	.	.	PUNCT
easat-11489	66	1	sticky	sticky	ADJ
easat-11489	66	2	rice	rice	NOUN
easat-11489	66	3	was	be	AUX
easat-11489	66	4	roasted	roast	VERB
easat-11489	66	5	in	in	ADP
easat-11489	66	6	a	a	DET
easat-11489	66	7	hot	hot	ADJ
easat-11489	66	8	pan	pan	NOUN
easat-11489	66	9	at	at	ADP
easat-11489	66	10	150	150	NUM
easat-11489	66	11	°	°	NOUN
easat-11489	66	12	c	c	NOUN
easat-11489	66	13	and	and	CCONJ
easat-11489	66	14	stirred	stir	VERB
easat-11489	66	15	continuously	continuously	ADV
easat-11489	66	16	until	until	SCONJ
easat-11489	66	17	the	the	DET
easat-11489	66	18	color	color	NOUN
easat-11489	66	19	of	of	ADP
easat-11489	66	20	the	the	DET
easat-11489	66	21	sticky	sticky	ADJ
easat-11489	66	22	rice	rice	NOUN
easat-11489	66	23	changed	change	VERB
easat-11489	66	24	to	to	ADP
easat-11489	66	25	a	a	DET
easat-11489	66	26	golden	golden	ADJ
easat-11489	66	27	yellow	yellow	NOUN
easat-11489	66	28	.	.	PUNCT
easat-11489	67	1	the	the	DET
easat-11489	67	2	roasted	roasted	ADJ
easat-11489	67	3	sticky	sticky	ADJ
easat-11489	67	4	rice	rice	NOUN
easat-11489	67	5	was	be	AUX
easat-11489	67	6	ground	grind	VERB
easat-11489	67	7	using	use	VERB
easat-11489	67	8	a	a	DET
easat-11489	67	9	grinder	grinder	NOUN
easat-11489	67	10	(	(	PUNCT
easat-11489	67	11	philips	philips	X
easat-11489	67	12	hr2223/00	hr2223/00	VERB
easat-11489	67	13	series	series	NOUN
easat-11489	67	14	5000	5000	NUM
easat-11489	67	15	)	)	PUNCT
easat-11489	67	16	,	,	PUNCT
easat-11489	67	17	and	and	CCONJ
easat-11489	67	18	then	then	ADV
easat-11489	67	19	the	the	DET
easat-11489	67	20	roasted	roasted	ADJ
easat-11489	67	21	sticky	sticky	ADJ
easat-11489	67	22	rice	rice	NOUN
easat-11489	67	23	powder	powder	NOUN
easat-11489	67	24	was	be	AUX
easat-11489	67	25	screened	screen	VERB
easat-11489	67	26	using	use	VERB
easat-11489	67	27	an	an	DET
easat-11489	67	28	80mesh	80mesh	NUM
easat-11489	67	29	sieve	sieve	NOUN
easat-11489	67	30	.	.	PUNCT
easat-11489	68	1	adulterated	adulterate	VERB
easat-11489	68	2	white	white	ADJ
easat-11489	68	3	pepper	pepper	NOUN
easat-11489	68	4	powder	powder	NOUN
easat-11489	68	5	samples	sample	NOUN
easat-11489	68	6	(	(	PUNCT
easat-11489	68	7	n=118	n=118	X
easat-11489	68	8	)	)	PUNCT
easat-11489	68	9	were	be	AUX
easat-11489	68	10	prepared	prepare	VERB
easat-11489	68	11	by	by	ADP
easat-11489	68	12	adding	add	VERB
easat-11489	68	13	the	the	DET
easat-11489	68	14	roasted	roasted	ADJ
easat-11489	68	15	sticky	sticky	ADJ
easat-11489	68	16	rice	rice	NOUN
easat-11489	68	17	powder	powder	NOUN
easat-11489	68	18	into	into	ADP
easat-11489	68	19	the	the	DET
easat-11489	68	20	white	white	ADJ
easat-11489	68	21	pepper	pepper	NOUN
easat-11489	68	22	powder	powder	NOUN
easat-11489	68	23	,	,	PUNCT
easat-11489	68	24	starting	start	VERB
easat-11489	68	25	from	from	ADP
easat-11489	68	26	1	1	NUM
easat-11489	68	27	%	%	NOUN
easat-11489	68	28	(	(	PUNCT
easat-11489	68	29	weight	weight	NOUN
easat-11489	68	30	/	/	SYM
easat-11489	68	31	weight	weight	NOUN
easat-11489	68	32	)	)	PUNCT
easat-11489	68	33	and	and	CCONJ
easat-11489	68	34	increasing	increase	VERB
easat-11489	68	35	by	by	ADP
easat-11489	68	36	a	a	DET
easat-11489	68	37	similar	similar	ADJ
easat-11489	68	38	interval	interval	NOUN
easat-11489	68	39	until	until	ADP
easat-11489	68	40	reaching	reach	VERB
easat-11489	68	41	99	99	NUM
easat-11489	68	42	%	%	NOUN
easat-11489	68	43	(	(	PUNCT
easat-11489	68	44	weight	weight	NOUN
easat-11489	68	45	/	/	SYM
easat-11489	68	46	weight	weight	NOUN
easat-11489	68	47	)	)	PUNCT
easat-11489	68	48	.	.	PUNCT
easat-11489	69	1	all	all	DET
easat-11489	69	2	adulterated	adulterate	VERB
easat-11489	69	3	samples	sample	NOUN
easat-11489	69	4	were	be	AUX
easat-11489	69	5	well	well	ADV
easat-11489	69	6	mixed	mixed	ADJ
easat-11489	69	7	and	and	CCONJ
easat-11489	69	8	carefully	carefully	ADV
easat-11489	69	9	placed	place	VERB
easat-11489	69	10	in	in	ADP
easat-11489	69	11	zip	zip	NOUN
easat-11489	69	12	-	-	PUNCT
easat-11489	69	13	lock	lock	NOUN
easat-11489	69	14	plastic	plastic	NOUN
easat-11489	69	15	bags	bag	NOUN
easat-11489	69	16	,	,	PUNCT
easat-11489	69	17	and	and	CCONJ
easat-11489	69	18	stored	store	VERB
easat-11489	69	19	at	at	ADP
easat-11489	69	20	25	25	NUM
easat-11489	69	21	°	°	NOUN
easat-11489	69	22	c	c	NOUN
easat-11489	69	23	for	for	ADP
easat-11489	69	24	further	further	ADJ
easat-11489	69	25	steps	step	NOUN
easat-11489	69	26	of	of	ADP
easat-11489	69	27	the	the	DET
easat-11489	69	28	experiment	experiment	NOUN
easat-11489	69	29	.	.	PUNCT
easat-11489	70	1	2.2	2.2	NUM
easat-11489	70	2	.	.	PUNCT
easat-11489	70	3	measurements	measurement	NOUN
easat-11489	70	4	of	of	ADP
easat-11489	70	5	properties	property	NOUN
easat-11489	70	6	the	the	DET
easat-11489	70	7	appearance	appearance	NOUN
easat-11489	70	8	of	of	ADP
easat-11489	70	9	the	the	DET
easat-11489	70	10	pure	pure	ADJ
easat-11489	70	11	white	white	ADJ
easat-11489	70	12	pepper	pepper	NOUN
easat-11489	70	13	powder	powder	NOUN
easat-11489	70	14	and	and	CCONJ
easat-11489	70	15	the	the	DET
easat-11489	70	16	roasted	roasted	ADJ
easat-11489	70	17	sticky	sticky	ADJ
easat-11489	70	18	rice	rice	NOUN
easat-11489	70	19	powder	powder	NOUN
easat-11489	70	20	was	be	AUX
easat-11489	70	21	visually	visually	ADV
easat-11489	70	22	similar	similar	ADJ
easat-11489	70	23	;	;	PUNCT
easat-11489	70	24	however	however	ADV
easat-11489	70	25	,	,	PUNCT
easat-11489	70	26	triplicate	triplicate	VERB
easat-11489	70	27	measurements	measurement	NOUN
easat-11489	70	28	for	for	ADP
easat-11489	70	29	some	some	DET
easat-11489	70	30	properties	property	NOUN
easat-11489	70	31	of	of	ADP
easat-11489	70	32	the	the	DET
easat-11489	70	33	pure	pure	ADJ
easat-11489	70	34	white	white	ADJ
easat-11489	70	35	pepper	pepper	NOUN
easat-11489	70	36	powder	powder	NOUN
easat-11489	70	37	and	and	CCONJ
easat-11489	70	38	the	the	DET
easat-11489	70	39	roasted	roasted	ADJ
easat-11489	70	40	sticky	sticky	ADJ
easat-11489	70	41	rice	rice	NOUN
easat-11489	70	42	powder	powder	NOUN
easat-11489	70	43	,	,	PUNCT
easat-11489	70	44	using	use	VERB
easat-11489	70	45	randomly	randomly	ADV
easat-11489	70	46	selected	select	VERB
easat-11489	70	47	samples	sample	NOUN
easat-11489	70	48	,	,	PUNCT
easat-11489	70	49	were	be	AUX
easat-11489	70	50	performed	perform	VERB
easat-11489	70	51	.	.	PUNCT
easat-11489	71	1	2.2.1	2.2.1	NUM
easat-11489	71	2	.	.	PUNCT
easat-11489	71	3	color	color	NOUN
easat-11489	71	4	measurement	measurement	NOUN
easat-11489	71	5	the	the	DET
easat-11489	71	6	colors	color	NOUN
easat-11489	71	7	of	of	ADP
easat-11489	71	8	pure	pure	ADJ
easat-11489	71	9	white	white	ADJ
easat-11489	71	10	pepper	pepper	NOUN
easat-11489	71	11	powder	powder	NOUN
easat-11489	71	12	and	and	CCONJ
easat-11489	71	13	roasted	roast	VERB
easat-11489	71	14	sticky	sticky	ADJ
easat-11489	71	15	rice	rice	NOUN
easat-11489	71	16	powder	powder	NOUN
easat-11489	71	17	were	be	AUX
easat-11489	71	18	measured	measure	VERB
easat-11489	71	19	by	by	ADP
easat-11489	71	20	a	a	DET
easat-11489	71	21	colorimeter	colorimeter	NOUN
easat-11489	71	22	(	(	PUNCT
easat-11489	71	23	konica	konica	PROPN
easat-11489	71	24	minolta	minolta	PROPN
easat-11489	71	25	cr-400	cr-400	PROPN
easat-11489	71	26	,	,	PUNCT
easat-11489	71	27	japan	japan	PROPN
easat-11489	71	28	)	)	PUNCT
easat-11489	71	29	.	.	PUNCT
easat-11489	72	1	l	l	NOUN
easat-11489	72	2	*	*	PUNCT
easat-11489	72	3	,	,	PUNCT
easat-11489	72	4	a	a	PROPN
easat-11489	72	5	*	*	X
easat-11489	72	6	,	,	PUNCT
easat-11489	72	7	b	b	NOUN
easat-11489	72	8	*	*	ADJ
easat-11489	72	9	color	color	NOUN
easat-11489	72	10	values	value	NOUN
easat-11489	72	11	,	,	PUNCT
easat-11489	72	12	where	where	SCONJ
easat-11489	72	13	l	l	NOUN
easat-11489	72	14	*	*	PUNCT
easat-11489	72	15	indicates	indicate	VERB
easat-11489	72	16	lightness	lightness	NOUN
easat-11489	72	17	(	(	PUNCT
easat-11489	72	18	0	0	NUM
easat-11489	72	19	=	=	NOUN
easat-11489	72	20	black	black	ADJ
easat-11489	72	21	,	,	PUNCT
easat-11489	72	22	100	100	NUM
easat-11489	72	23	=	=	SYM
easat-11489	72	24	white	white	ADJ
easat-11489	72	25	)	)	PUNCT
easat-11489	72	26	,	,	PUNCT
easat-11489	72	27	a	a	PRON
easat-11489	72	28	*	*	PUNCT
easat-11489	72	29	represents	represent	VERB
easat-11489	72	30	the	the	DET
easat-11489	72	31	red	red	PROPN
easat-11489	72	32	/	/	SYM
easat-11489	72	33	green	green	ADJ
easat-11489	72	34	(	(	PUNCT
easat-11489	72	35	positive	positive	ADJ
easat-11489	72	36	=	=	NOUN
easat-11489	72	37	red	red	ADJ
easat-11489	72	38	,	,	PUNCT
easat-11489	72	39	negative	negative	ADJ
easat-11489	72	40	=	=	SYM
easat-11489	72	41	green	green	ADJ
easat-11489	72	42	)	)	PUNCT
easat-11489	72	43	,	,	PUNCT
easat-11489	72	44	and	and	CCONJ
easat-11489	72	45	b	b	X
easat-11489	72	46	*	*	PUNCT
easat-11489	72	47	represents	represent	VERB
easat-11489	72	48	the	the	DET
easat-11489	72	49	yellow	yellow	ADJ
easat-11489	72	50	/	/	SYM
easat-11489	72	51	blue	blue	ADJ
easat-11489	72	52	(	(	PUNCT
easat-11489	72	53	positive	positive	ADJ
easat-11489	72	54	=	=	NOUN
easat-11489	72	55	yellow	yellow	ADJ
easat-11489	72	56	,	,	PUNCT
easat-11489	72	57	negative	negative	ADJ
easat-11489	72	58	=	=	SYM
easat-11489	72	59	blue	blue	NOUN
easat-11489	72	60	)	)	PUNCT
easat-11489	72	61	,	,	PUNCT
easat-11489	72	62	were	be	AUX
easat-11489	72	63	acquired	acquire	VERB
easat-11489	72	64	.	.	PUNCT
easat-11489	73	1	2.2.2	2.2.2	X
easat-11489	73	2	.	.	PUNCT
easat-11489	73	3	protein	protein	NOUN
easat-11489	73	4	determination	determination	NOUN
easat-11489	73	5	the	the	DET
easat-11489	73	6	total	total	ADJ
easat-11489	73	7	nitrogen	nitrogen	NOUN
easat-11489	73	8	content	content	NOUN
easat-11489	73	9	of	of	ADP
easat-11489	73	10	both	both	CCONJ
easat-11489	73	11	the	the	DET
easat-11489	73	12	pure	pure	ADJ
easat-11489	73	13	white	white	ADJ
easat-11489	73	14	pepper	pepper	NOUN
easat-11489	73	15	powder	powder	NOUN
easat-11489	73	16	and	and	CCONJ
easat-11489	73	17	the	the	DET
easat-11489	73	18	roasted	roasted	ADJ
easat-11489	73	19	sticky	sticky	ADJ
easat-11489	73	20	rice	rice	NOUN
easat-11489	73	21	powder	powder	NOUN
easat-11489	73	22	was	be	AUX
easat-11489	73	23	measured	measure	VERB
easat-11489	73	24	using	use	VERB
easat-11489	73	25	an	an	DET
easat-11489	73	26	automatic	automatic	ADJ
easat-11489	73	27	nitrogen	nitrogen	NOUN
easat-11489	73	28	analyzer	analyzer	NOUN
easat-11489	73	29	(	(	PUNCT
easat-11489	73	30	leco	leco	PROPN
easat-11489	73	31	fp528	fp528	PROPN
easat-11489	73	32	,	,	PUNCT
easat-11489	73	33	leco	leco	PROPN
easat-11489	73	34	corp	corp	PROPN
easat-11489	73	35	.	.	PROPN
easat-11489	73	36	,	,	PUNCT
easat-11489	73	37	st	st	PROPN
easat-11489	73	38	.	.	PROPN
easat-11489	73	39	joseph	joseph	PROPN
easat-11489	73	40	,	,	PUNCT
easat-11489	73	41	mi	mi	PROPN
easat-11489	73	42	,	,	PUNCT
easat-11489	73	43	usa	usa	PROPN
easat-11489	73	44	)	)	PUNCT
easat-11489	73	45	.	.	PUNCT
easat-11489	74	1	the	the	DET
easat-11489	74	2	total	total	ADJ
easat-11489	74	3	protein	protein	NOUN
easat-11489	74	4	content	content	NOUN
easat-11489	74	5	was	be	AUX
easat-11489	74	6	determined	determine	VERB
easat-11489	74	7	using	use	VERB
easat-11489	74	8	equation	equation	NOUN
easat-11489	74	9	(	(	PUNCT
easat-11489	74	10	1	1	NUM
easat-11489	74	11	)	)	PUNCT
easat-11489	74	12	.	.	PUNCT
easat-11489	75	1	the	the	DET
easat-11489	75	2	total	total	ADJ
easat-11489	75	3	protein	protein	NOUN
easat-11489	75	4	content	content	NOUN
easat-11489	75	5	of	of	ADP
easat-11489	75	6	pure	pure	ADJ
easat-11489	75	7	white	white	ADJ
easat-11489	75	8	pepper	pepper	NOUN
easat-11489	75	9	powder	powder	NOUN
easat-11489	75	10	was	be	AUX
easat-11489	75	11	calculated	calculate	VERB
easat-11489	75	12	by	by	ADP
easat-11489	75	13	multiplying	multiply	VERB
easat-11489	75	14	the	the	DET
easat-11489	75	15	nitrogen	nitrogen	NOUN
easat-11489	75	16	content	content	NOUN
easat-11489	75	17	by	by	ADP
easat-11489	75	18	a	a	DET
easat-11489	75	19	conversion	conversion	NOUN
easat-11489	75	20	factor	factor	NOUN
easat-11489	75	21	of	of	ADP
easat-11489	75	22	6.25	6.25	NUM
easat-11489	75	23	,	,	PUNCT
easat-11489	75	24	while	while	SCONJ
easat-11489	75	25	the	the	DET
easat-11489	75	26	protein	protein	NOUN
easat-11489	75	27	content	content	NOUN
easat-11489	75	28	of	of	ADP
easat-11489	75	29	roasted	roasted	ADJ
easat-11489	75	30	sticky	sticky	ADJ
easat-11489	75	31	rice	rice	NOUN
easat-11489	75	32	powder	powder	NOUN
easat-11489	75	33	was	be	AUX
easat-11489	75	34	calculated	calculate	VERB
easat-11489	75	35	by	by	ADP
easat-11489	75	36	multiplying	multiply	VERB
easat-11489	75	37	the	the	DET
easat-11489	75	38	nitrogen	nitrogen	NOUN
easat-11489	75	39	content	content	NOUN
easat-11489	75	40	by	by	ADP
easat-11489	75	41	a	a	DET
easat-11489	75	42	conversion	conversion	NOUN
easat-11489	75	43	factor	factor	NOUN
easat-11489	75	44	of	of	ADP
easat-11489	75	45	5.95	5.95	NUM
easat-11489	75	46	[	[	NOUN
easat-11489	75	47	39	39	NUM
easat-11489	75	48	]	]	PUNCT
easat-11489	75	49	.	.	PUNCT
easat-11489	76	1	protein	protein	NOUN
easat-11489	76	2	(	(	PUNCT
easat-11489	76	3	%	%	NOUN
easat-11489	76	4	)	)	PUNCT
easat-11489	76	5	=	=	PUNCT
easat-11489	77	1	%	%	NOUN
easat-11489	77	2	nitrogen	nitrogen	NOUN
easat-11489	77	3	×	×	PROPN
easat-11489	77	4	conversion	conversion	NOUN
easat-11489	77	5	factor	factor	NOUN
easat-11489	77	6	(	(	PUNCT
easat-11489	77	7	1	1	NUM
easat-11489	77	8	)	)	PUNCT
easat-11489	77	9	2.2.3	2.2.3	NUM
easat-11489	77	10	.	.	PUNCT
easat-11489	78	1	water	water	NOUN
easat-11489	78	2	activity	activity	NOUN
easat-11489	78	3	measurement	measurement	NOUN
easat-11489	78	4	the	the	DET
easat-11489	78	5	water	water	NOUN
easat-11489	78	6	activity	activity	NOUN
easat-11489	78	7	(	(	PUNCT
easat-11489	78	8	aw	aw	INTJ
easat-11489	78	9	)	)	PUNCT
easat-11489	78	10	of	of	ADP
easat-11489	78	11	both	both	CCONJ
easat-11489	78	12	the	the	DET
easat-11489	78	13	pure	pure	ADJ
easat-11489	78	14	white	white	ADJ
easat-11489	78	15	pepper	pepper	NOUN
easat-11489	78	16	powder	powder	NOUN
easat-11489	78	17	and	and	CCONJ
easat-11489	78	18	the	the	DET
easat-11489	78	19	roasted	roasted	ADJ
easat-11489	78	20	sticky	sticky	ADJ
easat-11489	78	21	rice	rice	NOUN
easat-11489	78	22	powder	powder	NOUN
easat-11489	78	23	was	be	AUX
easat-11489	78	24	measured	measure	VERB
easat-11489	78	25	using	use	VERB
easat-11489	78	26	a	a	DET
easat-11489	78	27	water	water	NOUN
easat-11489	78	28	activity	activity	NOUN
easat-11489	78	29	meter	meter	NOUN
easat-11489	78	30	(	(	PUNCT
easat-11489	78	31	lab	lab	NOUN
easat-11489	78	32	touch	touch	NOUN
easat-11489	78	33	-	-	PUNCT
easat-11489	78	34	aw	aw	INTJ
easat-11489	78	35	,	,	PUNCT
easat-11489	78	36	novasina	novasina	PROPN
easat-11489	78	37	ag	ag	PROPN
easat-11489	78	38	,	,	PUNCT
easat-11489	78	39	switzerland	switzerland	PROPN
easat-11489	78	40	)	)	PUNCT
easat-11489	78	41	.	.	PUNCT
easat-11489	79	1	4	4	NUM
easat-11489	79	2	edelweiss	edelweiss	PROPN
easat-11489	79	3	applied	apply	VERB
easat-11489	79	4	science	science	NOUN
easat-11489	79	5	and	and	CCONJ
easat-11489	79	6	technology	technology	NOUN
easat-11489	79	7	issn	issn	PROPN
easat-11489	79	8	:	:	PUNCT
easat-11489	79	9	2576	2576	NUM
easat-11489	79	10	-	-	SYM
easat-11489	79	11	8484	8484	NUM
easat-11489	79	12	vol	vol	NOUN
easat-11489	79	13	.	.	PROPN
easat-11489	80	1	10	10	NUM
easat-11489	80	2	,	,	PUNCT
easat-11489	80	3	no	no	INTJ
easat-11489	80	4	.	.	NOUN
easat-11489	80	5	1	1	NUM
easat-11489	80	6	:	:	SYM
easat-11489	80	7	1	1	NUM
easat-11489	80	8	-	-	SYM
easat-11489	80	9	15	15	NUM
easat-11489	80	10	,	,	PUNCT
easat-11489	80	11	2026	2026	NUM
easat-11489	80	12	doi	doi	NOUN
easat-11489	80	13	:	:	PUNCT
easat-11489	80	14	10.55214/2576	10.55214/2576	NUM
easat-11489	80	15	-	-	PUNCT
easat-11489	80	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	80	17	©	©	PROPN
easat-11489	80	18	2026	2026	NUM
easat-11489	80	19	by	by	ADP
easat-11489	80	20	the	the	DET
easat-11489	80	21	authors	author	NOUN
easat-11489	80	22	;	;	PUNCT
easat-11489	80	23	licensee	licensee	PROPN
easat-11489	80	24	learning	learn	VERB
easat-11489	80	25	gate	gate	NOUN
easat-11489	80	26	2.2.4	2.2.4	NUM
easat-11489	80	27	.	.	PUNCT
easat-11489	81	1	moisture	moisture	NOUN
easat-11489	81	2	content	content	NOUN
easat-11489	81	3	determination	determination	NOUN
easat-11489	81	4	the	the	DET
easat-11489	81	5	moisture	moisture	NOUN
easat-11489	81	6	content	content	NOUN
easat-11489	81	7	of	of	ADP
easat-11489	81	8	both	both	CCONJ
easat-11489	81	9	the	the	DET
easat-11489	81	10	pure	pure	ADJ
easat-11489	81	11	white	white	ADJ
easat-11489	81	12	pepper	pepper	NOUN
easat-11489	81	13	powder	powder	NOUN
easat-11489	81	14	and	and	CCONJ
easat-11489	81	15	the	the	DET
easat-11489	81	16	roasted	roasted	ADJ
easat-11489	81	17	sticky	sticky	ADJ
easat-11489	81	18	rice	rice	NOUN
easat-11489	81	19	powder	powder	NOUN
easat-11489	81	20	was	be	AUX
easat-11489	81	21	determined	determine	VERB
easat-11489	81	22	following	follow	VERB
easat-11489	81	23	the	the	DET
easat-11489	81	24	aoac	aoac	ADJ
easat-11489	81	25	official	official	ADJ
easat-11489	81	26	method	method	NOUN
easat-11489	82	1	[	[	X
easat-11489	82	2	40	40	NUM
easat-11489	82	3	]	]	PUNCT
easat-11489	82	4	using	use	VERB
easat-11489	82	5	a	a	DET
easat-11489	82	6	hot	hot	ADJ
easat-11489	82	7	air	air	NOUN
easat-11489	82	8	oven	oven	NOUN
easat-11489	82	9	(	(	PUNCT
easat-11489	82	10	binder	binder	NOUN
easat-11489	82	11	,	,	PUNCT
easat-11489	82	12	fd	fd	VERB
easat-11489	82	13	115	115	NUM
easat-11489	82	14	,	,	PUNCT
easat-11489	82	15	germany	germany	PROPN
easat-11489	82	16	)	)	PUNCT
easat-11489	82	17	.	.	PUNCT
easat-11489	83	1	the	the	DET
easat-11489	83	2	moisture	moisture	NOUN
easat-11489	83	3	content	content	NOUN
easat-11489	83	4	was	be	AUX
easat-11489	83	5	calculated	calculate	VERB
easat-11489	83	6	by	by	ADP
easat-11489	83	7	equation	equation	NOUN
easat-11489	83	8	(	(	PUNCT
easat-11489	83	9	2	2	NUM
easat-11489	83	10	)	)	PUNCT
easat-11489	83	11	.	.	PUNCT
easat-11489	84	1	moisture	moisture	NOUN
easat-11489	84	2	(	(	PUNCT
easat-11489	84	3	%	%	INTJ
easat-11489	84	4	)	)	PUNCT
easat-11489	84	5	=	=	SYM
easat-11489	84	6	(	(	PUNCT
easat-11489	84	7	𝑊1	𝑊1	PROPN
easat-11489	84	8	−	−	PROPN
easat-11489	84	9	𝑊2	𝑊2	PROPN
easat-11489	84	10	)	)	PUNCT
easat-11489	84	11	𝑊1	𝑊1	PROPN
easat-11489	84	12	×	×	PROPN
easat-11489	84	13	100	100	NUM
easat-11489	84	14	(	(	PUNCT
easat-11489	84	15	2	2	NUM
easat-11489	84	16	)	)	PUNCT
easat-11489	84	17	where	where	SCONJ
easat-11489	84	18	:	:	PUNCT
easat-11489	84	19	w1	w1	NOUN
easat-11489	84	20	=	=	SYM
easat-11489	84	21	weight	weight	NOUN
easat-11489	84	22	of	of	ADP
easat-11489	84	23	sample	sample	NOUN
easat-11489	84	24	before	before	ADP
easat-11489	84	25	drying	dry	VERB
easat-11489	84	26	(	(	PUNCT
easat-11489	84	27	g	g	NOUN
easat-11489	84	28	)	)	PUNCT
easat-11489	84	29	w2	w2	NOUN
easat-11489	84	30	=	=	PUNCT
easat-11489	84	31	weight	weight	NOUN
easat-11489	84	32	of	of	ADP
easat-11489	84	33	sample	sample	NOUN
easat-11489	84	34	after	after	ADP
easat-11489	84	35	drying	dry	VERB
easat-11489	84	36	(	(	PUNCT
easat-11489	84	37	g	g	NOUN
easat-11489	84	38	)	)	PUNCT
easat-11489	84	39	2.3	2.3	NUM
easat-11489	84	40	.	.	PUNCT
easat-11489	85	1	nir	nir	PROPN
easat-11489	85	2	-	-	PUNCT
easat-11489	85	3	hsi	hsi	PROPN
easat-11489	85	4	measurement	measurement	NOUN
easat-11489	85	5	the	the	DET
easat-11489	85	6	spectral	spectral	ADJ
easat-11489	85	7	information	information	NOUN
easat-11489	85	8	of	of	ADP
easat-11489	85	9	each	each	DET
easat-11489	85	10	sample	sample	NOUN
easat-11489	85	11	was	be	AUX
easat-11489	85	12	acquired	acquire	VERB
easat-11489	85	13	using	use	VERB
easat-11489	85	14	a	a	DET
easat-11489	85	15	hyperspectral	hyperspectral	ADJ
easat-11489	85	16	camera	camera	NOUN
easat-11489	85	17	(	(	PUNCT
easat-11489	85	18	specim	specim	PROPN
easat-11489	85	19	fx17e	fx17e	PROPN
easat-11489	85	20	,	,	PUNCT
easat-11489	85	21	spectral	spectral	PROPN
easat-11489	85	22	imaging	imaging	PROPN
easat-11489	85	23	ltd	ltd	PROPN
easat-11489	85	24	,	,	PUNCT
easat-11489	85	25	oulu	oulu	PROPN
easat-11489	85	26	,	,	PUNCT
easat-11489	85	27	finland	finland	PROPN
easat-11489	85	28	)	)	PUNCT
easat-11489	85	29	in	in	ADP
easat-11489	85	30	the	the	DET
easat-11489	85	31	wavelength	wavelength	NOUN
easat-11489	85	32	range	range	NOUN
easat-11489	85	33	from	from	ADP
easat-11489	85	34	935	935	NUM
easat-11489	85	35	nm	nm	NOUN
easat-11489	85	36	to	to	ADP
easat-11489	85	37	1720	1720	NUM
easat-11489	85	38	nm	nm	NOUN
easat-11489	85	39	.	.	PUNCT
easat-11489	86	1	the	the	DET
easat-11489	86	2	lamp	lamp	NOUN
easat-11489	86	3	consisted	consist	VERB
easat-11489	86	4	of	of	ADP
easat-11489	86	5	six	six	NUM
easat-11489	86	6	halogen	halogen	NOUN
easat-11489	86	7	lamps	lamp	NOUN
easat-11489	86	8	(	(	PUNCT
easat-11489	86	9	three	three	NUM
easat-11489	86	10	lamps	lamp	NOUN
easat-11489	86	11	on	on	ADP
easat-11489	86	12	each	each	DET
easat-11489	86	13	side	side	NOUN
easat-11489	86	14	and	and	CCONJ
easat-11489	86	15	45o	45o	NUM
easat-11489	86	16	to	to	ADP
easat-11489	86	17	the	the	DET
easat-11489	86	18	sample	sample	NOUN
easat-11489	86	19	)	)	PUNCT
easat-11489	86	20	with	with	ADP
easat-11489	86	21	a	a	DET
easat-11489	86	22	scanning	scanning	NOUN
easat-11489	86	23	speed	speed	NOUN
easat-11489	86	24	of	of	ADP
easat-11489	86	25	20	20	NUM
easat-11489	86	26	mm	mm	NOUN
easat-11489	86	27	/	/	SYM
easat-11489	86	28	s.	s.	PROPN
easat-11489	86	29	a	a	DET
easat-11489	86	30	dark	dark	ADJ
easat-11489	86	31	reference	reference	NOUN
easat-11489	86	32	image	image	NOUN
easat-11489	86	33	was	be	AUX
easat-11489	86	34	measured	measure	VERB
easat-11489	86	35	when	when	SCONJ
easat-11489	86	36	the	the	DET
easat-11489	86	37	shutter	shutter	NOUN
easat-11489	86	38	was	be	AUX
easat-11489	86	39	closed	close	VERB
easat-11489	86	40	,	,	PUNCT
easat-11489	86	41	and	and	CCONJ
easat-11489	86	42	the	the	DET
easat-11489	86	43	camera	camera	NOUN
easat-11489	86	44	was	be	AUX
easat-11489	86	45	covered	cover	VERB
easat-11489	86	46	with	with	ADP
easat-11489	86	47	a	a	DET
easat-11489	86	48	black	black	ADJ
easat-11489	86	49	lid	lid	NOUN
easat-11489	86	50	.	.	PUNCT
easat-11489	87	1	a	a	DET
easat-11489	87	2	white	white	ADJ
easat-11489	87	3	reference	reference	NOUN
easat-11489	87	4	image	image	NOUN
easat-11489	87	5	was	be	AUX
easat-11489	87	6	measured	measure	VERB
easat-11489	87	7	at	at	ADP
easat-11489	87	8	every	every	DET
easat-11489	87	9	scan	scan	NOUN
easat-11489	87	10	using	use	VERB
easat-11489	87	11	a	a	DET
easat-11489	87	12	rectangular	rectangular	ADJ
easat-11489	87	13	spectralon	spectralon	NOUN
easat-11489	87	14	bar	bar	NOUN
easat-11489	87	15	.	.	PUNCT
easat-11489	88	1	2.4	2.4	NUM
easat-11489	88	2	.	.	PUNCT
easat-11489	89	1	statistical	statistical	ADJ
easat-11489	89	2	analysis	analysis	NOUN
easat-11489	89	3	2.4.1	2.4.1	NUM
easat-11489	89	4	principal	principal	ADJ
easat-11489	89	5	component	component	NOUN
easat-11489	89	6	analysis	analysis	NOUN
easat-11489	89	7	(	(	PUNCT
easat-11489	89	8	pca	pca	NOUN
easat-11489	89	9	)	)	PUNCT
easat-11489	89	10	pca	pca	PROPN
easat-11489	89	11	was	be	AUX
easat-11489	89	12	applied	apply	VERB
easat-11489	89	13	as	as	ADP
easat-11489	89	14	an	an	DET
easat-11489	89	15	unsupervised	unsupervised	ADJ
easat-11489	89	16	multivariate	multivariate	NOUN
easat-11489	89	17	technique	technique	NOUN
easat-11489	89	18	to	to	PART
easat-11489	89	19	reduce	reduce	VERB
easat-11489	89	20	the	the	DET
easat-11489	89	21	dimensionality	dimensionality	NOUN
easat-11489	89	22	of	of	ADP
easat-11489	89	23	the	the	DET
easat-11489	89	24	spectral	spectral	ADJ
easat-11489	89	25	data	datum	NOUN
easat-11489	89	26	while	while	SCONJ
easat-11489	89	27	preserving	preserve	VERB
easat-11489	89	28	the	the	DET
easat-11489	89	29	maximum	maximum	ADJ
easat-11489	89	30	variance	variance	NOUN
easat-11489	89	31	.	.	PUNCT
easat-11489	90	1	this	this	DET
easat-11489	90	2	technique	technique	NOUN
easat-11489	90	3	was	be	AUX
easat-11489	90	4	used	use	VERB
easat-11489	90	5	to	to	PART
easat-11489	90	6	transform	transform	VERB
easat-11489	90	7	correlated	correlate	VERB
easat-11489	90	8	variables	variable	NOUN
easat-11489	90	9	into	into	ADP
easat-11489	90	10	a	a	DET
easat-11489	90	11	new	new	ADJ
easat-11489	90	12	set	set	NOUN
easat-11489	90	13	of	of	ADP
easat-11489	90	14	principal	principal	ADJ
easat-11489	90	15	components	component	NOUN
easat-11489	90	16	(	(	PUNCT
easat-11489	90	17	pcs	pc	NOUN
easat-11489	90	18	)	)	PUNCT
easat-11489	90	19	,	,	PUNCT
easat-11489	90	20	enabling	enable	VERB
easat-11489	90	21	the	the	DET
easat-11489	90	22	visualization	visualization	NOUN
easat-11489	90	23	of	of	ADP
easat-11489	90	24	patterns	pattern	NOUN
easat-11489	90	25	,	,	PUNCT
easat-11489	90	26	group	group	NOUN
easat-11489	90	27	separation	separation	NOUN
easat-11489	90	28	,	,	PUNCT
easat-11489	90	29	and	and	CCONJ
easat-11489	90	30	the	the	DET
easat-11489	90	31	detection	detection	NOUN
easat-11489	90	32	of	of	ADP
easat-11489	90	33	outliers	outlier	NOUN
easat-11489	90	34	.	.	PUNCT
easat-11489	91	1	as	as	SCONJ
easat-11489	91	2	reported	report	VERB
easat-11489	91	3	by	by	ADP
easat-11489	91	4	mckenzie	mckenzie	PROPN
easat-11489	91	5	et	et	PROPN
easat-11489	91	6	al	al	PROPN
easat-11489	91	7	.	.	PUNCT
easat-11489	92	1	[	[	X
easat-11489	92	2	41	41	NUM
easat-11489	92	3	]	]	PUNCT
easat-11489	92	4	,	,	PUNCT
easat-11489	92	5	pca	pca	PROPN
easat-11489	92	6	is	be	AUX
easat-11489	92	7	widely	widely	ADV
easat-11489	92	8	used	use	VERB
easat-11489	92	9	as	as	ADP
easat-11489	92	10	a	a	DET
easat-11489	92	11	preliminary	preliminary	ADJ
easat-11489	92	12	step	step	NOUN
easat-11489	92	13	prior	prior	ADV
easat-11489	92	14	to	to	ADP
easat-11489	92	15	classification	classification	NOUN
easat-11489	92	16	.	.	PUNCT
easat-11489	93	1	in	in	ADP
easat-11489	93	2	this	this	DET
easat-11489	93	3	study	study	NOUN
easat-11489	93	4	,	,	PUNCT
easat-11489	93	5	the	the	DET
easat-11489	93	6	pure	pure	ADJ
easat-11489	93	7	white	white	ADJ
easat-11489	93	8	pepper	pepper	NOUN
easat-11489	93	9	powder	powder	NOUN
easat-11489	93	10	(	(	PUNCT
easat-11489	93	11	n=100	n=100	NUM
easat-11489	93	12	)	)	PUNCT
easat-11489	93	13	and	and	CCONJ
easat-11489	93	14	the	the	DET
easat-11489	93	15	roasted	roasted	ADJ
easat-11489	93	16	sticky	sticky	ADJ
easat-11489	93	17	rice	rice	NOUN
easat-11489	93	18	powder	powder	NOUN
easat-11489	93	19	(	(	PUNCT
easat-11489	93	20	n=100	n=100	NUM
easat-11489	93	21	)	)	PUNCT
easat-11489	93	22	were	be	AUX
easat-11489	93	23	analyzed	analyze	VERB
easat-11489	93	24	using	use	VERB
easat-11489	93	25	pca	pca	PROPN
easat-11489	93	26	.	.	PUNCT
easat-11489	94	1	2.4.2	2.4.2	NUM
easat-11489	94	2	.	.	PUNCT
easat-11489	94	3	partial	partial	ADJ
easat-11489	94	4	least	least	ADJ
easat-11489	94	5	squares	square	NOUN
easat-11489	94	6	(	(	PUNCT
easat-11489	94	7	pls	pls	INTJ
easat-11489	94	8	)	)	PUNCT
easat-11489	94	9	pls	pls	PROPN
easat-11489	94	10	was	be	AUX
easat-11489	94	11	employed	employ	VERB
easat-11489	94	12	as	as	ADP
easat-11489	94	13	a	a	DET
easat-11489	94	14	supervised	supervised	ADJ
easat-11489	94	15	multivariate	multivariate	NOUN
easat-11489	94	16	technique	technique	NOUN
easat-11489	94	17	for	for	ADP
easat-11489	94	18	both	both	CCONJ
easat-11489	94	19	classification	classification	NOUN
easat-11489	94	20	and	and	CCONJ
easat-11489	94	21	quantitative	quantitative	ADJ
easat-11489	94	22	prediction	prediction	NOUN
easat-11489	94	23	.	.	PUNCT
easat-11489	95	1	partial	partial	ADJ
easat-11489	95	2	least	least	ADJ
easat-11489	95	3	squares	square	NOUN
easat-11489	95	4	discriminant	discriminant	ADJ
easat-11489	95	5	analysis	analysis	NOUN
easat-11489	95	6	(	(	PUNCT
easat-11489	95	7	pls	pls	INTJ
easat-11489	95	8	-	-	PUNCT
easat-11489	95	9	da	da	NOUN
easat-11489	95	10	)	)	PUNCT
easat-11489	95	11	is	be	AUX
easat-11489	95	12	an	an	DET
easat-11489	95	13	extension	extension	NOUN
easat-11489	95	14	of	of	ADP
easat-11489	95	15	pls	pls	NOUN
easat-11489	95	16	used	use	VERB
easat-11489	95	17	to	to	PART
easat-11489	95	18	classify	classify	VERB
easat-11489	95	19	samples	sample	NOUN
easat-11489	95	20	into	into	ADP
easat-11489	95	21	categories	category	NOUN
easat-11489	95	22	[	[	X
easat-11489	95	23	42	42	NUM
easat-11489	95	24	]	]	PUNCT
easat-11489	95	25	.	.	PUNCT
easat-11489	96	1	while	while	SCONJ
easat-11489	96	2	pls	pls	INTJ
easat-11489	96	3	regression	regression	VERB
easat-11489	96	4	(	(	PUNCT
easat-11489	96	5	plsr	plsr	PROPN
easat-11489	96	6	)	)	PUNCT
easat-11489	96	7	was	be	AUX
easat-11489	96	8	used	use	VERB
easat-11489	96	9	to	to	PART
easat-11489	96	10	test	test	VERB
easat-11489	96	11	the	the	DET
easat-11489	96	12	linear	linear	ADJ
easat-11489	96	13	relationship	relationship	NOUN
easat-11489	96	14	between	between	ADP
easat-11489	96	15	spectral	spectral	ADJ
easat-11489	96	16	data	datum	NOUN
easat-11489	96	17	and	and	CCONJ
easat-11489	96	18	dependent	dependent	ADJ
easat-11489	96	19	variables	variable	NOUN
easat-11489	96	20	.	.	PUNCT
easat-11489	97	1	2.4.3	2.4.3	X
easat-11489	97	2	.	.	PUNCT
easat-11489	98	1	support	support	NOUN
easat-11489	98	2	vector	vector	NOUN
easat-11489	98	3	machine	machine	NOUN
easat-11489	98	4	(	(	PUNCT
easat-11489	98	5	svm	svm	ADJ
easat-11489	98	6	)	)	PUNCT
easat-11489	98	7	svm	svm	NOUN
easat-11489	98	8	is	be	AUX
easat-11489	98	9	a	a	DET
easat-11489	98	10	powerful	powerful	ADJ
easat-11489	98	11	supervised	supervised	ADJ
easat-11489	98	12	machine	machine	NOUN
easat-11489	98	13	learning	learning	NOUN
easat-11489	98	14	technique	technique	NOUN
easat-11489	98	15	widely	widely	ADV
easat-11489	98	16	used	use	VERB
easat-11489	98	17	for	for	ADP
easat-11489	98	18	classification	classification	NOUN
easat-11489	98	19	and	and	CCONJ
easat-11489	98	20	regression	regression	NOUN
easat-11489	98	21	modeling	modeling	NOUN
easat-11489	98	22	.	.	PUNCT
easat-11489	99	1	svm	svm	PROPN
easat-11489	99	2	operates	operate	VERB
easat-11489	99	3	by	by	ADP
easat-11489	99	4	finding	find	VERB
easat-11489	99	5	the	the	DET
easat-11489	99	6	optimal	optimal	ADJ
easat-11489	99	7	hyperplane	hyperplane	NOUN
easat-11489	99	8	that	that	PRON
easat-11489	99	9	maximizes	maximize	VERB
easat-11489	99	10	the	the	DET
easat-11489	99	11	margin	margin	NOUN
easat-11489	99	12	between	between	ADP
easat-11489	99	13	different	different	ADJ
easat-11489	99	14	classes	class	NOUN
easat-11489	99	15	in	in	ADP
easat-11489	99	16	the	the	DET
easat-11489	99	17	feature	feature	NOUN
easat-11489	99	18	space	space	NOUN
easat-11489	99	19	,	,	PUNCT
easat-11489	99	20	making	make	VERB
easat-11489	99	21	it	it	PRON
easat-11489	99	22	especially	especially	ADV
easat-11489	99	23	suitable	suitable	ADJ
easat-11489	99	24	for	for	ADP
easat-11489	99	25	handling	handle	VERB
easat-11489	99	26	highdimensional	highdimensional	NOUN
easat-11489	99	27	,	,	PUNCT
easat-11489	99	28	nonlinear	nonlinear	ADJ
easat-11489	99	29	,	,	PUNCT
easat-11489	99	30	and	and	CCONJ
easat-11489	99	31	complex	complex	ADJ
easat-11489	99	32	datasets	dataset	NOUN
easat-11489	99	33	.	.	PUNCT
easat-11489	100	1	kernel	kernel	PROPN
easat-11489	100	2	functions	function	NOUN
easat-11489	100	3	are	be	AUX
easat-11489	100	4	commonly	commonly	ADV
easat-11489	100	5	employed	employ	VERB
easat-11489	100	6	to	to	PART
easat-11489	100	7	transform	transform	VERB
easat-11489	100	8	input	input	NOUN
easat-11489	100	9	data	datum	NOUN
easat-11489	100	10	into	into	ADP
easat-11489	100	11	a	a	DET
easat-11489	100	12	higher	higher	ADV
easat-11489	100	13	-	-	PUNCT
easat-11489	100	14	dimensional	dimensional	ADJ
easat-11489	100	15	space	space	NOUN
easat-11489	100	16	where	where	SCONJ
easat-11489	100	17	linear	linear	ADJ
easat-11489	100	18	separation	separation	NOUN
easat-11489	100	19	is	be	AUX
easat-11489	100	20	feasible	feasible	ADJ
easat-11489	100	21	[	[	X
easat-11489	100	22	43	43	NUM
easat-11489	100	23	]	]	PUNCT
easat-11489	100	24	.	.	PUNCT
easat-11489	101	1	2.5	2.5	NUM
easat-11489	101	2	.	.	PUNCT
easat-11489	102	1	qualitative	qualitative	ADJ
easat-11489	102	2	and	and	CCONJ
easat-11489	102	3	quantitative	quantitative	ADJ
easat-11489	102	4	analysis	analysis	NOUN
easat-11489	102	5	2.5.1	2.5.1	NUM
easat-11489	102	6	qualitative	qualitative	NOUN
easat-11489	102	7	analysis	analysis	NOUN
easat-11489	102	8	a	a	DET
easat-11489	102	9	total	total	NOUN
easat-11489	102	10	of	of	ADP
easat-11489	102	11	100	100	NUM
easat-11489	102	12	pure	pure	ADJ
easat-11489	102	13	white	white	ADJ
easat-11489	102	14	pepper	pepper	NOUN
easat-11489	102	15	powder	powder	NOUN
easat-11489	102	16	samples	sample	NOUN
easat-11489	102	17	and	and	CCONJ
easat-11489	102	18	118	118	NUM
easat-11489	102	19	adulterated	adulterate	VERB
easat-11489	102	20	white	white	ADJ
easat-11489	102	21	pepper	pepper	NOUN
easat-11489	102	22	powder	powder	NOUN
easat-11489	102	23	samples	sample	NOUN
easat-11489	102	24	were	be	AUX
easat-11489	102	25	analyzed	analyze	VERB
easat-11489	102	26	using	use	VERB
easat-11489	102	27	pls	pls	PROPN
easat-11489	102	28	-	-	PUNCT
easat-11489	102	29	da	da	VERB
easat-11489	102	30	and	and	CCONJ
easat-11489	102	31	support	support	VERB
easat-11489	102	32	vector	vector	NOUN
easat-11489	102	33	machine	machine	NOUN
easat-11489	102	34	classification	classification	NOUN
easat-11489	102	35	(	(	PUNCT
easat-11489	102	36	svmc	svmc	ADJ
easat-11489	102	37	)	)	PUNCT
easat-11489	102	38	methods	method	NOUN
easat-11489	102	39	described	describe	VERB
easat-11489	102	40	above	above	ADV
easat-11489	102	41	.	.	PUNCT
easat-11489	103	1	for	for	ADP
easat-11489	103	2	classification	classification	NOUN
easat-11489	103	3	evaluation	evaluation	NOUN
easat-11489	103	4	,	,	PUNCT
easat-11489	103	5	the	the	DET
easat-11489	103	6	pure	pure	ADJ
easat-11489	103	7	white	white	ADJ
easat-11489	103	8	pepper	pepper	NOUN
easat-11489	103	9	powder	powder	NOUN
easat-11489	103	10	samples	sample	NOUN
easat-11489	103	11	were	be	AUX
easat-11489	103	12	labeled	label	VERB
easat-11489	103	13	as	as	ADP
easat-11489	103	14	0	0	NUM
easat-11489	103	15	,	,	PUNCT
easat-11489	103	16	while	while	SCONJ
easat-11489	103	17	the	the	DET
easat-11489	103	18	adulterated	adulterate	VERB
easat-11489	103	19	white	white	ADJ
easat-11489	103	20	pepper	pepper	NOUN
easat-11489	103	21	powder	powder	NOUN
easat-11489	103	22	samples	sample	NOUN
easat-11489	103	23	were	be	AUX
easat-11489	103	24	labeled	label	VERB
easat-11489	103	25	as	as	ADP
easat-11489	103	26	1	1	NUM
easat-11489	103	27	.	.	PUNCT
easat-11489	104	1	samples	sample	NOUN
easat-11489	104	2	were	be	AUX
easat-11489	104	3	provided	provide	VERB
easat-11489	104	4	for	for	ADP
easat-11489	104	5	both	both	CCONJ
easat-11489	104	6	a	a	DET
easat-11489	104	7	calibration	calibration	NOUN
easat-11489	104	8	set	set	VERB
easat-11489	104	9	and	and	CCONJ
easat-11489	104	10	a	a	DET
easat-11489	104	11	prediction	prediction	NOUN
easat-11489	104	12	set	set	NOUN
easat-11489	104	13	.	.	PUNCT
easat-11489	105	1	the	the	DET
easat-11489	105	2	spectral	spectral	ADJ
easat-11489	105	3	pretreatment	pretreatment	NOUN
easat-11489	105	4	methods	method	NOUN
easat-11489	105	5	,	,	PUNCT
easat-11489	105	6	including	include	VERB
easat-11489	105	7	smoothing	smooth	VERB
easat-11489	105	8	,	,	PUNCT
easat-11489	105	9	1st	1st	ADJ
easat-11489	105	10	derivative	derivative	ADJ
easat-11489	105	11	,	,	PUNCT
easat-11489	105	12	2nd	2nd	ADJ
easat-11489	105	13	derivative	derivative	NOUN
easat-11489	105	14	,	,	PUNCT
easat-11489	105	15	msc	msc	PROPN
easat-11489	105	16	,	,	PUNCT
easat-11489	105	17	snv	snv	NOUN
easat-11489	105	18	,	,	PUNCT
easat-11489	105	19	and	and	CCONJ
easat-11489	105	20	combined	combined	ADJ
easat-11489	105	21	methods	method	NOUN
easat-11489	105	22	,	,	PUNCT
easat-11489	105	23	were	be	AUX
easat-11489	105	24	investigated	investigate	VERB
easat-11489	105	25	using	use	VERB
easat-11489	105	26	cross	cross	NOUN
easat-11489	105	27	-	-	ADJ
easat-11489	105	28	validation	validation	ADJ
easat-11489	105	29	5	5	NUM
easat-11489	105	30	edelweiss	edelweiss	PROPN
easat-11489	105	31	applied	apply	VERB
easat-11489	105	32	science	science	NOUN
easat-11489	105	33	and	and	CCONJ
easat-11489	105	34	technology	technology	NOUN
easat-11489	105	35	issn	issn	PROPN
easat-11489	105	36	:	:	PUNCT
easat-11489	105	37	2576	2576	NUM
easat-11489	105	38	-	-	SYM
easat-11489	105	39	8484	8484	NUM
easat-11489	105	40	vol	vol	NOUN
easat-11489	105	41	.	.	PROPN
easat-11489	106	1	10	10	NUM
easat-11489	106	2	,	,	PUNCT
easat-11489	106	3	no	no	INTJ
easat-11489	106	4	.	.	NOUN
easat-11489	106	5	1	1	NUM
easat-11489	106	6	:	:	SYM
easat-11489	106	7	1	1	NUM
easat-11489	106	8	-	-	SYM
easat-11489	106	9	15	15	NUM
easat-11489	106	10	,	,	PUNCT
easat-11489	106	11	2026	2026	NUM
easat-11489	106	12	doi	doi	NOUN
easat-11489	106	13	:	:	PUNCT
easat-11489	106	14	10.55214/2576	10.55214/2576	NUM
easat-11489	106	15	-	-	PUNCT
easat-11489	106	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	106	17	©	©	PROPN
easat-11489	106	18	2026	2026	NUM
easat-11489	106	19	by	by	ADP
easat-11489	106	20	the	the	DET
easat-11489	106	21	authors	author	NOUN
easat-11489	106	22	;	;	PUNCT
easat-11489	106	23	licensee	licensee	NOUN
easat-11489	106	24	learning	learn	VERB
easat-11489	106	25	gate	gate	NOUN
easat-11489	106	26	of	of	ADP
easat-11489	106	27	samples	sample	NOUN
easat-11489	106	28	in	in	ADP
easat-11489	106	29	the	the	DET
easat-11489	106	30	calibration	calibration	NOUN
easat-11489	106	31	set	set	NOUN
easat-11489	106	32	.	.	PUNCT
easat-11489	107	1	this	this	PRON
easat-11489	107	2	was	be	AUX
easat-11489	107	3	done	do	VERB
easat-11489	107	4	in	in	ADP
easat-11489	107	5	order	order	NOUN
easat-11489	107	6	to	to	PART
easat-11489	107	7	select	select	VERB
easat-11489	107	8	the	the	DET
easat-11489	107	9	best	good	ADJ
easat-11489	107	10	method	method	NOUN
easat-11489	107	11	for	for	ADP
easat-11489	107	12	classification	classification	NOUN
easat-11489	107	13	.	.	PUNCT
easat-11489	108	1	the	the	DET
easat-11489	108	2	performance	performance	NOUN
easat-11489	108	3	of	of	ADP
easat-11489	108	4	the	the	DET
easat-11489	108	5	classification	classification	NOUN
easat-11489	108	6	was	be	AUX
easat-11489	108	7	evaluated	evaluate	VERB
easat-11489	108	8	using	use	VERB
easat-11489	108	9	several	several	ADJ
easat-11489	108	10	key	key	ADJ
easat-11489	108	11	metrics	metric	NOUN
easat-11489	108	12	:	:	PUNCT
easat-11489	108	13	accuracy	accuracy	NOUN
easat-11489	108	14	,	,	PUNCT
easat-11489	108	15	error	error	NOUN
easat-11489	108	16	rate	rate	NOUN
easat-11489	108	17	,	,	PUNCT
easat-11489	108	18	sensitivity	sensitivity	NOUN
easat-11489	108	19	,	,	PUNCT
easat-11489	108	20	and	and	CCONJ
easat-11489	108	21	specificity	specificity	NOUN
easat-11489	108	22	[	[	X
easat-11489	108	23	44	44	NUM
easat-11489	108	24	]	]	PUNCT
easat-11489	108	25	in	in	ADP
easat-11489	108	26	order	order	NOUN
easat-11489	108	27	to	to	PART
easat-11489	108	28	provide	provide	VERB
easat-11489	108	29	a	a	DET
easat-11489	108	30	comprehensive	comprehensive	ADJ
easat-11489	108	31	evaluation	evaluation	NOUN
easat-11489	108	32	of	of	ADP
easat-11489	108	33	the	the	DET
easat-11489	108	34	classification	classification	NOUN
easat-11489	108	35	capability	capability	NOUN
easat-11489	108	36	in	in	ADP
easat-11489	108	37	both	both	CCONJ
easat-11489	108	38	the	the	DET
easat-11489	108	39	calibration	calibration	NOUN
easat-11489	108	40	and	and	CCONJ
easat-11489	108	41	prediction	prediction	NOUN
easat-11489	108	42	sets	set	NOUN
easat-11489	108	43	.	.	PUNCT
easat-11489	109	1	in	in	ADP
easat-11489	109	2	this	this	DET
easat-11489	109	3	case	case	NOUN
easat-11489	109	4	,	,	PUNCT
easat-11489	109	5	accuracy	accuracy	NOUN
easat-11489	109	6	was	be	AUX
easat-11489	109	7	defined	define	VERB
easat-11489	109	8	as	as	ADP
easat-11489	109	9	the	the	DET
easat-11489	109	10	proportion	proportion	NOUN
easat-11489	109	11	of	of	ADP
easat-11489	109	12	correctly	correctly	ADV
easat-11489	109	13	classified	classify	VERB
easat-11489	109	14	samples	sample	NOUN
easat-11489	109	15	(	(	PUNCT
easat-11489	109	16	both	both	CCONJ
easat-11489	109	17	true	true	ADJ
easat-11489	109	18	positives	positive	NOUN
easat-11489	109	19	and	and	CCONJ
easat-11489	109	20	true	true	ADJ
easat-11489	109	21	negatives	negative	NOUN
easat-11489	109	22	)	)	PUNCT
easat-11489	109	23	to	to	ADP
easat-11489	109	24	the	the	DET
easat-11489	109	25	total	total	ADJ
easat-11489	109	26	number	number	NOUN
easat-11489	109	27	of	of	ADP
easat-11489	109	28	samples	sample	NOUN
easat-11489	109	29	.	.	PUNCT
easat-11489	110	1	an	an	DET
easat-11489	110	2	accuracy	accuracy	NOUN
easat-11489	110	3	value	value	NOUN
easat-11489	110	4	close	close	ADJ
easat-11489	110	5	to	to	PART
easat-11489	110	6	100	100	NUM
easat-11489	110	7	%	%	NOUN
easat-11489	110	8	implies	imply	VERB
easat-11489	110	9	a	a	DET
easat-11489	110	10	low	low	ADJ
easat-11489	110	11	error	error	NOUN
easat-11489	110	12	rate	rate	NOUN
easat-11489	110	13	,	,	PUNCT
easat-11489	110	14	indicating	indicate	VERB
easat-11489	110	15	that	that	SCONJ
easat-11489	110	16	the	the	DET
easat-11489	110	17	classification	classification	NOUN
easat-11489	110	18	model	model	NOUN
easat-11489	110	19	performed	perform	VERB
easat-11489	110	20	well	well	ADV
easat-11489	110	21	in	in	ADP
easat-11489	110	22	classifying	classify	VERB
easat-11489	110	23	the	the	DET
easat-11489	110	24	samples	sample	NOUN
easat-11489	110	25	correctly	correctly	ADV
easat-11489	110	26	according	accord	VERB
easat-11489	110	27	to	to	ADP
easat-11489	110	28	equation	equation	NOUN
easat-11489	110	29	(	(	PUNCT
easat-11489	110	30	3	3	NUM
easat-11489	110	31	):	):	PUNCT
easat-11489	110	32	accuracy	accuracy	NOUN
easat-11489	110	33	(	(	PUNCT
easat-11489	110	34	%	%	NOUN
easat-11489	110	35	)	)	PUNCT
easat-11489	110	36	=	=	SYM
easat-11489	110	37	(	(	PUNCT
easat-11489	110	38	𝑇𝑃	𝑇𝑃	PROPN
easat-11489	110	39	+	+	CCONJ
easat-11489	110	40	𝑇𝑁	𝑇𝑁	PROPN
easat-11489	110	41	)	)	PUNCT
easat-11489	110	42	(	(	PUNCT
easat-11489	110	43	𝑇𝑃	𝑇𝑃	PROPN
easat-11489	110	44	+	+	CCONJ
easat-11489	110	45	𝑇𝑁	𝑇𝑁	PROPN
easat-11489	110	46	+	+	NUM
easat-11489	110	47	𝐹𝑃	𝐹𝑃	NOUN
easat-11489	111	1	+	+	CCONJ
easat-11489	111	2	𝐹𝑁	𝐹𝑁	PROPN
easat-11489	111	3	)	)	PUNCT
easat-11489	111	4	×100	×100	NOUN
easat-11489	111	5	(	(	PUNCT
easat-11489	111	6	3	3	X
easat-11489	111	7	)	)	PUNCT
easat-11489	111	8	error	error	NOUN
easat-11489	111	9	rate	rate	NOUN
easat-11489	111	10	is	be	AUX
easat-11489	111	11	the	the	DET
easat-11489	111	12	proportion	proportion	NOUN
easat-11489	111	13	of	of	ADP
easat-11489	111	14	incorrectly	incorrectly	ADV
easat-11489	111	15	classified	classify	VERB
easat-11489	111	16	samples	sample	NOUN
easat-11489	111	17	presented	present	VERB
easat-11489	111	18	in	in	ADP
easat-11489	111	19	equation	equation	NOUN
easat-11489	111	20	(	(	PUNCT
easat-11489	111	21	4	4	NUM
easat-11489	111	22	):	):	PUNCT
easat-11489	111	23	error	error	NOUN
easat-11489	111	24	rate	rate	NOUN
easat-11489	111	25	(	(	PUNCT
easat-11489	111	26	%	%	INTJ
easat-11489	111	27	)	)	PUNCT
easat-11489	111	28	=	=	SYM
easat-11489	112	1	(	(	PUNCT
easat-11489	112	2	𝐹𝑃	𝐹𝑃	PROPN
easat-11489	112	3	+	+	CCONJ
easat-11489	112	4	𝐹𝑁	𝐹𝑁	PROPN
easat-11489	112	5	)	)	PUNCT
easat-11489	112	6	(	(	PUNCT
easat-11489	112	7	𝑇𝑃	𝑇𝑃	NOUN
easat-11489	112	8	+	+	CCONJ
easat-11489	112	9	𝑇𝑁	𝑇𝑁	PROPN
easat-11489	112	10	+	+	NUM
easat-11489	112	11	𝐹𝑃	𝐹𝑃	NOUN
easat-11489	113	1	+	+	CCONJ
easat-11489	113	2	𝐹𝑁	𝐹𝑁	PROPN
easat-11489	113	3	)	)	PUNCT
easat-11489	113	4	×100	×100	NOUN
easat-11489	113	5	(	(	PUNCT
easat-11489	113	6	4	4	NUM
easat-11489	113	7	)	)	PUNCT
easat-11489	113	8	sensitivity	sensitivity	NOUN
easat-11489	113	9	(	(	PUNCT
easat-11489	113	10	true	true	ADJ
easat-11489	113	11	positive	positive	ADJ
easat-11489	113	12	rate	rate	NOUN
easat-11489	113	13	)	)	PUNCT
easat-11489	113	14	refers	refer	VERB
easat-11489	113	15	to	to	ADP
easat-11489	113	16	the	the	DET
easat-11489	113	17	classification	classification	NOUN
easat-11489	113	18	model	model	NOUN
easat-11489	113	19	’s	’s	PART
easat-11489	113	20	ability	ability	NOUN
easat-11489	113	21	to	to	PART
easat-11489	113	22	correctly	correctly	ADV
easat-11489	113	23	identify	identify	VERB
easat-11489	113	24	positive	positive	ADJ
easat-11489	113	25	samples	sample	NOUN
easat-11489	113	26	(	(	PUNCT
easat-11489	113	27	adulterated	adulterate	VERB
easat-11489	113	28	white	white	ADJ
easat-11489	113	29	pepper	pepper	NOUN
easat-11489	113	30	powder	powder	NOUN
easat-11489	113	31	)	)	PUNCT
easat-11489	113	32	and	and	CCONJ
easat-11489	113	33	was	be	AUX
easat-11489	113	34	calculated	calculate	VERB
easat-11489	113	35	as	as	ADP
easat-11489	113	36	:	:	PUNCT
easat-11489	113	37	sensitivity	sensitivity	NOUN
easat-11489	113	38	(	(	PUNCT
easat-11489	113	39	%	%	INTJ
easat-11489	113	40	)	)	PUNCT
easat-11489	114	1	=	=	SYM
easat-11489	114	2	𝑇𝑃	𝑇𝑃	PROPN
easat-11489	114	3	(	(	PUNCT
easat-11489	114	4	𝑇𝑃	𝑇𝑃	PROPN
easat-11489	114	5	+	+	CCONJ
easat-11489	114	6	𝐹𝑁	𝐹𝑁	PROPN
easat-11489	114	7	)	)	PUNCT
easat-11489	114	8	×100	×100	NOUN
easat-11489	114	9	(	(	PUNCT
easat-11489	114	10	5	5	NUM
easat-11489	114	11	)	)	PUNCT
easat-11489	114	12	specificity	specificity	NOUN
easat-11489	114	13	(	(	PUNCT
easat-11489	114	14	true	true	ADJ
easat-11489	114	15	negative	negative	ADJ
easat-11489	114	16	rate	rate	NOUN
easat-11489	114	17	)	)	PUNCT
easat-11489	114	18	measures	measure	VERB
easat-11489	114	19	the	the	DET
easat-11489	114	20	accuracy	accuracy	NOUN
easat-11489	114	21	of	of	ADP
easat-11489	114	22	the	the	DET
easat-11489	114	23	classification	classification	NOUN
easat-11489	114	24	model	model	NOUN
easat-11489	114	25	in	in	ADP
easat-11489	114	26	correctly	correctly	ADV
easat-11489	114	27	identifying	identify	VERB
easat-11489	114	28	negative	negative	ADJ
easat-11489	114	29	samples	sample	NOUN
easat-11489	114	30	(	(	PUNCT
easat-11489	114	31	pure	pure	ADJ
easat-11489	114	32	white	white	ADJ
easat-11489	114	33	pepper	pepper	NOUN
easat-11489	114	34	powder	powder	NOUN
easat-11489	114	35	)	)	PUNCT
easat-11489	114	36	and	and	CCONJ
easat-11489	114	37	was	be	AUX
easat-11489	114	38	calculated	calculate	VERB
easat-11489	114	39	as	as	ADP
easat-11489	114	40	:	:	PUNCT
easat-11489	114	41	specificity	specificity	NOUN
easat-11489	114	42	(	(	PUNCT
easat-11489	114	43	%	%	INTJ
easat-11489	114	44	)	)	PUNCT
easat-11489	115	1	=	=	SYM
easat-11489	115	2	𝑇𝑁	𝑇𝑁	PROPN
easat-11489	115	3	(	(	PUNCT
easat-11489	115	4	𝑇𝑁	𝑇𝑁	PROPN
easat-11489	115	5	+	+	CCONJ
easat-11489	115	6	𝐹𝑃	𝐹𝑃	PROPN
easat-11489	115	7	)	)	PUNCT
easat-11489	115	8	×100	×100	NOUN
easat-11489	115	9	(	(	PUNCT
easat-11489	115	10	6	6	NUM
easat-11489	115	11	)	)	PUNCT
easat-11489	115	12	where	where	SCONJ
easat-11489	115	13	tn	tn	PROPN
easat-11489	115	14	is	be	AUX
easat-11489	115	15	the	the	DET
easat-11489	115	16	true	true	ADJ
easat-11489	115	17	negative	negative	ADJ
easat-11489	115	18	samples	sample	NOUN
easat-11489	115	19	,	,	PUNCT
easat-11489	115	20	tp	tp	NOUN
easat-11489	115	21	is	be	AUX
easat-11489	115	22	the	the	DET
easat-11489	115	23	true	true	ADJ
easat-11489	115	24	positive	positive	ADJ
easat-11489	115	25	samples	sample	NOUN
easat-11489	115	26	,	,	PUNCT
easat-11489	115	27	fn	fn	NOUN
easat-11489	115	28	is	be	AUX
easat-11489	115	29	the	the	DET
easat-11489	115	30	false	false	ADJ
easat-11489	115	31	negative	negative	ADJ
easat-11489	115	32	samples	sample	NOUN
easat-11489	115	33	,	,	PUNCT
easat-11489	115	34	and	and	CCONJ
easat-11489	115	35	fp	fp	PROPN
easat-11489	115	36	is	be	AUX
easat-11489	115	37	the	the	DET
easat-11489	115	38	false	false	ADJ
easat-11489	115	39	positive	positive	ADJ
easat-11489	115	40	samples	sample	NOUN
easat-11489	115	41	.	.	PUNCT
easat-11489	116	1	2.5.2	2.5.2	NUM
easat-11489	116	2	.	.	PUNCT
easat-11489	117	1	quantitative	quantitative	ADJ
easat-11489	117	2	analysis	analysis	NOUN
easat-11489	117	3	a	a	DET
easat-11489	117	4	total	total	NOUN
easat-11489	117	5	of	of	ADP
easat-11489	117	6	122	122	NUM
easat-11489	117	7	samples	sample	NOUN
easat-11489	117	8	,	,	PUNCT
easat-11489	117	9	including	include	VERB
easat-11489	117	10	adulterated	adulterate	VERB
easat-11489	117	11	white	white	ADJ
easat-11489	117	12	pepper	pepper	NOUN
easat-11489	117	13	powder	powder	NOUN
easat-11489	117	14	samples	sample	NOUN
easat-11489	117	15	(	(	PUNCT
easat-11489	117	16	n=118	n=118	NUM
easat-11489	117	17	)	)	PUNCT
easat-11489	117	18	,	,	PUNCT
easat-11489	117	19	two	two	NUM
easat-11489	117	20	pure	pure	ADJ
easat-11489	117	21	white	white	ADJ
easat-11489	117	22	pepper	pepper	NOUN
easat-11489	117	23	powder	powder	NOUN
easat-11489	117	24	samples	sample	NOUN
easat-11489	117	25	,	,	PUNCT
easat-11489	117	26	and	and	CCONJ
easat-11489	117	27	two	two	NUM
easat-11489	117	28	pure	pure	ADJ
easat-11489	117	29	ground	ground	NOUN
easat-11489	117	30	roasted	roasted	ADJ
easat-11489	117	31	rice	rice	NOUN
easat-11489	117	32	samples	sample	NOUN
easat-11489	117	33	,	,	PUNCT
easat-11489	117	34	were	be	AUX
easat-11489	117	35	used	use	VERB
easat-11489	117	36	for	for	ADP
easat-11489	117	37	the	the	DET
easat-11489	117	38	calibration	calibration	NOUN
easat-11489	117	39	and	and	CCONJ
easat-11489	117	40	prediction	prediction	NOUN
easat-11489	117	41	sets	set	NOUN
easat-11489	117	42	.	.	PUNCT
easat-11489	118	1	the	the	DET
easat-11489	118	2	calibration	calibration	NOUN
easat-11489	118	3	models	model	NOUN
easat-11489	118	4	were	be	AUX
easat-11489	118	5	established	establish	VERB
easat-11489	118	6	using	use	VERB
easat-11489	118	7	partial	partial	ADJ
easat-11489	118	8	least	least	ADJ
easat-11489	118	9	squares	square	NOUN
easat-11489	118	10	regression	regression	NOUN
easat-11489	118	11	(	(	PUNCT
easat-11489	118	12	plsr	plsr	PROPN
easat-11489	118	13	)	)	PUNCT
easat-11489	118	14	and	and	CCONJ
easat-11489	118	15	support	support	VERB
easat-11489	118	16	vector	vector	NOUN
easat-11489	118	17	machine	machine	NOUN
easat-11489	118	18	regression	regression	NOUN
easat-11489	118	19	(	(	PUNCT
easat-11489	118	20	svmr	svmr	NOUN
easat-11489	118	21	)	)	PUNCT
easat-11489	118	22	.	.	PUNCT
easat-11489	119	1	the	the	DET
easat-11489	119	2	spectral	spectral	ADJ
easat-11489	119	3	pretreatment	pretreatment	NOUN
easat-11489	119	4	methods	method	NOUN
easat-11489	119	5	,	,	PUNCT
easat-11489	119	6	including	include	VERB
easat-11489	119	7	smoothing	smooth	VERB
easat-11489	119	8	,	,	PUNCT
easat-11489	119	9	first	first	ADJ
easat-11489	119	10	derivative	derivative	ADJ
easat-11489	119	11	,	,	PUNCT
easat-11489	119	12	second	second	ADJ
easat-11489	119	13	derivative	derivative	NOUN
easat-11489	119	14	,	,	PUNCT
easat-11489	119	15	multiplicative	multiplicative	ADJ
easat-11489	119	16	scatter	scatter	NOUN
easat-11489	119	17	correction	correction	NOUN
easat-11489	119	18	(	(	PUNCT
easat-11489	119	19	msc	msc	PROPN
easat-11489	119	20	)	)	PUNCT
easat-11489	119	21	,	,	PUNCT
easat-11489	119	22	standard	standard	ADJ
easat-11489	119	23	normal	normal	ADJ
easat-11489	119	24	variate	variate	NOUN
easat-11489	119	25	(	(	PUNCT
easat-11489	119	26	snv	snv	PROPN
easat-11489	119	27	)	)	PUNCT
easat-11489	119	28	,	,	PUNCT
easat-11489	119	29	and	and	CCONJ
easat-11489	119	30	combined	combined	ADJ
easat-11489	119	31	methods	method	NOUN
easat-11489	119	32	,	,	PUNCT
easat-11489	119	33	were	be	AUX
easat-11489	119	34	investigated	investigate	VERB
easat-11489	119	35	using	use	VERB
easat-11489	119	36	cross	cross	NOUN
easat-11489	119	37	-	-	NOUN
easat-11489	119	38	validation	validation	NOUN
easat-11489	119	39	of	of	ADP
easat-11489	119	40	samples	sample	NOUN
easat-11489	119	41	in	in	ADP
easat-11489	119	42	the	the	DET
easat-11489	119	43	calibration	calibration	NOUN
easat-11489	119	44	set	set	NOUN
easat-11489	119	45	.	.	PUNCT
easat-11489	120	1	this	this	PRON
easat-11489	120	2	was	be	AUX
easat-11489	120	3	done	do	VERB
easat-11489	120	4	to	to	PART
easat-11489	120	5	select	select	VERB
easat-11489	120	6	the	the	DET
easat-11489	120	7	best	good	ADJ
easat-11489	120	8	method	method	NOUN
easat-11489	120	9	for	for	ADP
easat-11489	120	10	establishing	establish	VERB
easat-11489	120	11	the	the	DET
easat-11489	120	12	calibration	calibration	NOUN
easat-11489	120	13	model	model	NOUN
easat-11489	120	14	.	.	PUNCT
easat-11489	121	1	the	the	DET
easat-11489	121	2	performance	performance	NOUN
easat-11489	121	3	of	of	ADP
easat-11489	121	4	the	the	DET
easat-11489	121	5	calibration	calibration	NOUN
easat-11489	121	6	models	model	NOUN
easat-11489	121	7	was	be	AUX
easat-11489	121	8	determined	determine	VERB
easat-11489	121	9	using	use	VERB
easat-11489	121	10	the	the	DET
easat-11489	121	11	coefficient	coefficient	NOUN
easat-11489	121	12	of	of	ADP
easat-11489	121	13	determination	determination	NOUN
easat-11489	121	14	(	(	PUNCT
easat-11489	121	15	r²	r²	NOUN
easat-11489	121	16	)	)	PUNCT
easat-11489	121	17	and	and	CCONJ
easat-11489	121	18	the	the	DET
easat-11489	121	19	root	root	NOUN
easat-11489	121	20	mean	mean	VERB
easat-11489	121	21	square	square	ADJ
easat-11489	121	22	error	error	NOUN
easat-11489	121	23	(	(	PUNCT
easat-11489	121	24	rmse	rmse	NOUN
easat-11489	121	25	)	)	PUNCT
easat-11489	121	26	,	,	PUNCT
easat-11489	121	27	where	where	SCONJ
easat-11489	121	28	high	high	ADJ
easat-11489	121	29	r²	r²	NOUN
easat-11489	121	30	values	value	NOUN
easat-11489	121	31	and	and	CCONJ
easat-11489	121	32	low	low	ADJ
easat-11489	121	33	rmse	rmse	NOUN
easat-11489	121	34	(	(	PUNCT
easat-11489	121	35	%	%	INTJ
easat-11489	121	36	)	)	PUNCT
easat-11489	121	37	values	value	NOUN
easat-11489	121	38	in	in	ADP
easat-11489	121	39	both	both	CCONJ
easat-11489	121	40	the	the	DET
easat-11489	121	41	calibration	calibration	NOUN
easat-11489	121	42	and	and	CCONJ
easat-11489	121	43	prediction	prediction	NOUN
easat-11489	121	44	sets	set	NOUN
easat-11489	121	45	indicated	indicate	VERB
easat-11489	121	46	that	that	SCONJ
easat-11489	121	47	the	the	DET
easat-11489	121	48	calibration	calibration	NOUN
easat-11489	121	49	model	model	NOUN
easat-11489	121	50	was	be	AUX
easat-11489	121	51	accurate	accurate	ADJ
easat-11489	121	52	for	for	ADP
easat-11489	121	53	predicting	predict	VERB
easat-11489	121	54	the	the	DET
easat-11489	121	55	level	level	NOUN
easat-11489	121	56	of	of	ADP
easat-11489	121	57	roasted	roasted	ADJ
easat-11489	121	58	sticky	sticky	ADJ
easat-11489	121	59	rice	rice	NOUN
easat-11489	121	60	powder	powder	NOUN
easat-11489	121	61	in	in	ADP
easat-11489	121	62	the	the	DET
easat-11489	121	63	adulterated	adulterate	VERB
easat-11489	121	64	white	white	ADJ
easat-11489	121	65	pepper	pepper	NOUN
easat-11489	121	66	powder	powder	NOUN
easat-11489	121	67	.	.	PUNCT
easat-11489	122	1	the	the	DET
easat-11489	122	2	data	datum	NOUN
easat-11489	122	3	were	be	AUX
easat-11489	122	4	statistically	statistically	ADV
easat-11489	122	5	analyzed	analyze	VERB
easat-11489	122	6	using	use	VERB
easat-11489	122	7	the	the	DET
easat-11489	122	8	spss	spss	PROPN
easat-11489	122	9	software	software	NOUN
easat-11489	122	10	(	(	PUNCT
easat-11489	122	11	version	version	NOUN
easat-11489	122	12	24.0	24.0	NUM
easat-11489	122	13	,	,	PUNCT
easat-11489	122	14	ibm	ibm	PROPN
easat-11489	122	15	corp	corp	PROPN
easat-11489	122	16	.	.	PROPN
easat-11489	122	17	,	,	PUNCT
easat-11489	122	18	armonk	armonk	PROPN
easat-11489	122	19	,	,	PUNCT
easat-11489	122	20	ny	ny	PROPN
easat-11489	122	21	,	,	PUNCT
easat-11489	122	22	usa	usa	PROPN
easat-11489	122	23	)	)	PUNCT
easat-11489	122	24	,	,	PUNCT
easat-11489	122	25	the	the	DET
easat-11489	122	26	unscrambler	unscrambler	NOUN
easat-11489	122	27	x	x	SYM
easat-11489	122	28	software	software	NOUN
easat-11489	122	29	(	(	PUNCT
easat-11489	122	30	version	version	NOUN
easat-11489	122	31	10.4	10.4	NUM
easat-11489	122	32	,	,	PUNCT
easat-11489	122	33	camo	camo	NOUN
easat-11489	122	34	software	software	NOUN
easat-11489	122	35	as	as	ADP
easat-11489	122	36	,	,	PUNCT
easat-11489	122	37	oslo	oslo	PROPN
easat-11489	122	38	,	,	PUNCT
easat-11489	122	39	norway	norway	PROPN
easat-11489	122	40	)	)	PUNCT
easat-11489	122	41	,	,	PUNCT
easat-11489	122	42	and	and	CCONJ
easat-11489	122	43	the	the	DET
easat-11489	122	44	prediktera	prediktera	PROPN
easat-11489	122	45	evince	evince	NOUN
easat-11489	122	46	software	software	NOUN
easat-11489	122	47	(	(	PUNCT
easat-11489	122	48	version	version	NOUN
easat-11489	122	49	2.7.9	2.7.9	PROPN
easat-11489	122	50	,	,	PUNCT
easat-11489	122	51	prediktera	prediktera	PROPN
easat-11489	122	52	ab	ab	PROPN
easat-11489	122	53	,	,	PUNCT
easat-11489	122	54	umea	umea	ADJ
easat-11489	122	55	,	,	PUNCT
easat-11489	122	56	sweden	sweden	PROPN
easat-11489	122	57	)	)	PUNCT
easat-11489	122	58	.	.	PUNCT
easat-11489	123	1	3	3	X
easat-11489	123	2	.	.	NOUN
easat-11489	123	3	results	result	NOUN
easat-11489	123	4	and	and	CCONJ
easat-11489	123	5	discussion	discussion	NOUN
easat-11489	123	6	3.1	3.1	NUM
easat-11489	123	7	.	.	PUNCT
easat-11489	124	1	properties	property	NOUN
easat-11489	124	2	comparison	comparison	VERB
easat-11489	124	3	the	the	DET
easat-11489	124	4	levels	level	NOUN
easat-11489	124	5	of	of	ADP
easat-11489	124	6	l	l	PROPN
easat-11489	124	7	*	*	PROPN
easat-11489	124	8	and	and	CCONJ
easat-11489	124	9	a	a	DET
easat-11489	124	10	*	*	X
easat-11489	124	11	of	of	ADP
easat-11489	124	12	the	the	DET
easat-11489	124	13	roasted	roasted	ADJ
easat-11489	124	14	sticky	sticky	ADJ
easat-11489	124	15	rice	rice	NOUN
easat-11489	124	16	powder	powder	NOUN
easat-11489	124	17	were	be	AUX
easat-11489	124	18	both	both	PRON
easat-11489	124	19	significantly	significantly	ADV
easat-11489	124	20	higher	high	ADJ
easat-11489	124	21	(	(	PUNCT
easat-11489	124	22	p	p	NOUN
easat-11489	124	23	≤	≤	NUM
easat-11489	124	24	0.05	0.05	NUM
easat-11489	124	25	)	)	PUNCT
easat-11489	124	26	than	than	ADP
easat-11489	124	27	those	those	PRON
easat-11489	124	28	of	of	ADP
easat-11489	124	29	the	the	DET
easat-11489	124	30	pure	pure	ADJ
easat-11489	124	31	white	white	ADJ
easat-11489	124	32	pepper	pepper	NOUN
easat-11489	124	33	powder	powder	NOUN
easat-11489	124	34	,	,	PUNCT
easat-11489	124	35	while	while	SCONJ
easat-11489	124	36	the	the	DET
easat-11489	124	37	level	level	NOUN
easat-11489	124	38	of	of	ADP
easat-11489	124	39	b	b	NOUN
easat-11489	124	40	*	*	X
easat-11489	124	41	of	of	ADP
easat-11489	124	42	the	the	DET
easat-11489	124	43	pure	pure	ADJ
easat-11489	124	44	white	white	ADJ
easat-11489	124	45	pepper	pepper	NOUN
easat-11489	124	46	powder	powder	NOUN
easat-11489	124	47	was	be	AUX
easat-11489	124	48	significantly	significantly	ADV
easat-11489	124	49	higher	high	ADJ
easat-11489	124	50	(	(	PUNCT
easat-11489	124	51	p	p	NOUN
easat-11489	124	52	≤	≤	NUM
easat-11489	124	53	0.05	0.05	NUM
easat-11489	124	54	)	)	PUNCT
easat-11489	124	55	than	than	ADP
easat-11489	124	56	that	that	PRON
easat-11489	124	57	of	of	ADP
easat-11489	124	58	the	the	DET
easat-11489	124	59	roasted	roasted	ADJ
easat-11489	124	60	sticky	sticky	ADJ
easat-11489	124	61	rice	rice	NOUN
easat-11489	124	62	powder	powder	NOUN
easat-11489	124	63	.	.	PUNCT
easat-11489	125	1	the	the	DET
easat-11489	125	2	protein	protein	NOUN
easat-11489	125	3	content	content	NOUN
easat-11489	125	4	of	of	ADP
easat-11489	125	5	the	the	DET
easat-11489	125	6	pure	pure	ADJ
easat-11489	125	7	white	white	ADJ
easat-11489	125	8	pepper	pepper	NOUN
easat-11489	125	9	powder	powder	NOUN
easat-11489	125	10	was	be	AUX
easat-11489	125	11	significantly	significantly	ADV
easat-11489	125	12	higher	high	ADJ
easat-11489	125	13	than	than	ADP
easat-11489	125	14	that	that	PRON
easat-11489	125	15	of	of	ADP
easat-11489	125	16	the	the	DET
easat-11489	125	17	roasted	roasted	ADJ
easat-11489	125	18	sticky	sticky	ADJ
easat-11489	125	19	rice	rice	NOUN
easat-11489	125	20	powder	powder	NOUN
easat-11489	125	21	(	(	PUNCT
easat-11489	125	22	p	p	NOUN
easat-11489	125	23	≤	≤	NOUN
easat-11489	125	24	0.05	0.05	NUM
easat-11489	125	25	)	)	PUNCT
easat-11489	125	26	.	.	PUNCT
easat-11489	126	1	in	in	ADP
easat-11489	126	2	addition	addition	NOUN
easat-11489	126	3	,	,	PUNCT
easat-11489	126	4	the	the	DET
easat-11489	126	5	water	water	NOUN
easat-11489	126	6	activity	activity	NOUN
easat-11489	126	7	and	and	CCONJ
easat-11489	126	8	moisture	moisture	NOUN
easat-11489	126	9	content	content	NOUN
easat-11489	126	10	of	of	ADP
easat-11489	126	11	the	the	DET
easat-11489	126	12	roasted	roasted	ADJ
easat-11489	126	13	sticky	sticky	ADJ
easat-11489	126	14	rice	rice	NOUN
easat-11489	126	15	powder	powder	NOUN
easat-11489	126	16	were	be	AUX
easat-11489	126	17	significantly	significantly	ADV
easat-11489	126	18	higher	high	ADJ
easat-11489	126	19	than	than	ADP
easat-11489	126	20	those	those	PRON
easat-11489	126	21	of	of	ADP
easat-11489	126	22	the	the	DET
easat-11489	126	23	pure	pure	ADJ
easat-11489	126	24	white	white	ADJ
easat-11489	126	25	pepper	pepper	NOUN
easat-11489	126	26	powder	powder	NOUN
easat-11489	126	27	(	(	PUNCT
easat-11489	126	28	p	p	NOUN
easat-11489	126	29	≤	≤	NUM
easat-11489	126	30	0.05	0.05	NUM
easat-11489	126	31	)	)	PUNCT
easat-11489	126	32	(	(	PUNCT
easat-11489	126	33	table	table	NOUN
easat-11489	126	34	1	1	NUM
easat-11489	126	35	)	)	PUNCT
easat-11489	126	36	.	.	PUNCT
easat-11489	127	1	these	these	DET
easat-11489	127	2	findings	finding	NOUN
easat-11489	127	3	6	6	NUM
easat-11489	127	4	edelweiss	edelweiss	PROPN
easat-11489	127	5	applied	apply	VERB
easat-11489	127	6	science	science	NOUN
easat-11489	127	7	and	and	CCONJ
easat-11489	127	8	technology	technology	NOUN
easat-11489	127	9	issn	issn	PROPN
easat-11489	127	10	:	:	PUNCT
easat-11489	127	11	2576	2576	NUM
easat-11489	127	12	-	-	SYM
easat-11489	127	13	8484	8484	NUM
easat-11489	127	14	vol	vol	NOUN
easat-11489	127	15	.	.	PROPN
easat-11489	128	1	10	10	NUM
easat-11489	128	2	,	,	PUNCT
easat-11489	128	3	no	no	INTJ
easat-11489	128	4	.	.	NOUN
easat-11489	128	5	1	1	NUM
easat-11489	128	6	:	:	SYM
easat-11489	128	7	1	1	NUM
easat-11489	128	8	-	-	SYM
easat-11489	128	9	15	15	NUM
easat-11489	128	10	,	,	PUNCT
easat-11489	128	11	2026	2026	NUM
easat-11489	128	12	doi	doi	NOUN
easat-11489	128	13	:	:	PUNCT
easat-11489	128	14	10.55214/2576	10.55214/2576	NUM
easat-11489	128	15	-	-	PUNCT
easat-11489	128	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	128	17	©	©	PROPN
easat-11489	128	18	2026	2026	NUM
easat-11489	128	19	by	by	ADP
easat-11489	128	20	the	the	DET
easat-11489	128	21	authors	author	NOUN
easat-11489	128	22	;	;	PUNCT
easat-11489	128	23	licensee	licensee	PROPN
easat-11489	128	24	learning	learning	NOUN
easat-11489	128	25	gate	gate	NOUN
easat-11489	128	26	indicate	indicate	VERB
easat-11489	128	27	clear	clear	ADJ
easat-11489	128	28	differences	difference	NOUN
easat-11489	128	29	in	in	ADP
easat-11489	128	30	the	the	DET
easat-11489	128	31	properties	property	NOUN
easat-11489	128	32	of	of	ADP
easat-11489	128	33	the	the	DET
easat-11489	128	34	pure	pure	ADJ
easat-11489	128	35	white	white	ADJ
easat-11489	128	36	pepper	pepper	NOUN
easat-11489	128	37	powder	powder	NOUN
easat-11489	128	38	and	and	CCONJ
easat-11489	128	39	the	the	DET
easat-11489	128	40	roasted	roasted	ADJ
easat-11489	128	41	sticky	sticky	ADJ
easat-11489	128	42	rice	rice	NOUN
easat-11489	128	43	powder	powder	NOUN
easat-11489	128	44	,	,	PUNCT
easat-11489	128	45	although	although	SCONJ
easat-11489	128	46	they	they	PRON
easat-11489	128	47	are	be	AUX
easat-11489	128	48	quite	quite	ADV
easat-11489	128	49	similar	similar	ADJ
easat-11489	128	50	in	in	ADP
easat-11489	128	51	visual	visual	ADJ
easat-11489	128	52	appearance	appearance	NOUN
easat-11489	128	53	.	.	PUNCT
easat-11489	129	1	table	table	NOUN
easat-11489	129	2	1	1	NUM
easat-11489	129	3	.	.	PUNCT
easat-11489	130	1	properties	property	NOUN
easat-11489	130	2	of	of	ADP
easat-11489	130	3	the	the	DET
easat-11489	130	4	pure	pure	ADJ
easat-11489	130	5	white	white	ADJ
easat-11489	130	6	pepper	pepper	NOUN
easat-11489	130	7	powder	powder	NOUN
easat-11489	130	8	and	and	CCONJ
easat-11489	130	9	the	the	DET
easat-11489	130	10	roasted	roasted	ADJ
easat-11489	130	11	sticky	sticky	ADJ
easat-11489	130	12	rice	rice	NOUN
easat-11489	130	13	powder	powder	NOUN
easat-11489	130	14	.	.	PUNCT
easat-11489	131	1	parameter	parameter	PROPN
easat-11489	131	2	pure	pure	ADJ
easat-11489	131	3	white	white	ADJ
easat-11489	131	4	pepper	pepper	NOUN
easat-11489	131	5	powder	powder	NOUN
easat-11489	131	6	roasted	roast	VERB
easat-11489	131	7	sticky	sticky	ADJ
easat-11489	131	8	rice	rice	NOUN
easat-11489	131	9	powder	powder	NOUN
easat-11489	131	10	color	color	NOUN
easat-11489	131	11	l	l	PROPN
easat-11489	131	12	*	*	PROPN
easat-11489	131	13	66.47±0.28a	66.47±0.28a	NUM
easat-11489	131	14	73.99±0.46b	73.99±0.46b	NUM
easat-11489	131	15	a	a	DET
easat-11489	131	16	*	*	NUM
easat-11489	131	17	1.16±0.65a	1.16±0.65a	NUM
easat-11489	131	18	2.63±0.51b	2.63±0.51b	NUM
easat-11489	131	19	b	b	X
easat-11489	131	20	*	*	SYM
easat-11489	131	21	24.61±1.20a	24.61±1.20a	NUM
easat-11489	131	22	19.33±0.16b	19.33±0.16b	NUM
easat-11489	131	23	protein	protein	NOUN
easat-11489	131	24	(	(	PUNCT
easat-11489	131	25	%	%	INTJ
easat-11489	131	26	)	)	PUNCT
easat-11489	131	27	12.90±0.01a	12.90±0.01a	NUM
easat-11489	131	28	7.54±0.06b	7.54±0.06b	NUM
easat-11489	131	29	water	water	NOUN
easat-11489	131	30	activity	activity	NOUN
easat-11489	131	31	0.04±0.00a	0.04±0.00a	NOUN
easat-11489	131	32	0.10±0.00b	0.10±0.00b	VERB
easat-11489	131	33	moisture	moisture	NOUN
easat-11489	131	34	content	content	NOUN
easat-11489	131	35	(	(	PUNCT
easat-11489	131	36	%	%	INTJ
easat-11489	131	37	)	)	PUNCT
easat-11489	131	38	3.99±0.09a	3.99±0.09a	NUM
easat-11489	131	39	4.58±0.09b	4.58±0.09b	NUM
easat-11489	131	40	note	note	NOUN
easat-11489	131	41	:	:	PUNCT
easat-11489	131	42	values	value	NOUN
easat-11489	131	43	are	be	AUX
easat-11489	131	44	presented	present	VERB
easat-11489	131	45	as	as	ADP
easat-11489	131	46	mean	mean	NOUN
easat-11489	131	47	±	±	NUM
easat-11489	131	48	standard	standard	ADJ
easat-11489	131	49	deviation	deviation	NOUN
easat-11489	131	50	.	.	PUNCT
easat-11489	132	1	different	different	ADJ
easat-11489	132	2	letters	letter	NOUN
easat-11489	132	3	(	(	PUNCT
easat-11489	132	4	a	a	DET
easat-11489	132	5	,	,	PUNCT
easat-11489	132	6	b	b	NOUN
easat-11489	132	7	)	)	PUNCT
easat-11489	132	8	in	in	ADP
easat-11489	132	9	the	the	DET
easat-11489	132	10	same	same	ADJ
easat-11489	132	11	row	row	NOUN
easat-11489	132	12	of	of	ADP
easat-11489	132	13	each	each	DET
easat-11489	132	14	parameter	parameter	NOUN
easat-11489	132	15	indicate	indicate	VERB
easat-11489	132	16	significant	significant	ADJ
easat-11489	132	17	differences	difference	NOUN
easat-11489	132	18	(	(	PUNCT
easat-11489	132	19	p	p	NOUN
easat-11489	132	20	≤	≤	NOUN
easat-11489	132	21	0.05	0.05	NUM
easat-11489	132	22	)	)	PUNCT
easat-11489	132	23	.	.	PUNCT
easat-11489	133	1	figure	figure	NOUN
easat-11489	133	2	1	1	NUM
easat-11489	133	3	.	.	PUNCT
easat-11489	134	1	the	the	DET
easat-11489	134	2	original	original	ADJ
easat-11489	134	3	absorbance	absorbance	NOUN
easat-11489	134	4	spectra	spectra	NOUN
easat-11489	134	5	(	(	PUNCT
easat-11489	134	6	a	a	NOUN
easat-11489	134	7	)	)	PUNCT
easat-11489	134	8	and	and	CCONJ
easat-11489	134	9	the	the	DET
easat-11489	134	10	2nd	2nd	ADJ
easat-11489	134	11	derivative	derivative	ADJ
easat-11489	134	12	absorbance	absorbance	NOUN
easat-11489	134	13	spectra	spectra	NOUN
easat-11489	134	14	(	(	PUNCT
easat-11489	134	15	b	b	NOUN
easat-11489	134	16	)	)	PUNCT
easat-11489	134	17	of	of	ADP
easat-11489	134	18	the	the	DET
easat-11489	134	19	pure	pure	ADJ
easat-11489	134	20	white	white	ADJ
easat-11489	134	21	pepper	pepper	NOUN
easat-11489	134	22	powder	powder	NOUN
easat-11489	134	23	and	and	CCONJ
easat-11489	134	24	the	the	DET
easat-11489	134	25	roasted	roasted	ADJ
easat-11489	134	26	sticky	sticky	ADJ
easat-11489	134	27	rice	rice	NOUN
easat-11489	134	28	powder	powder	NOUN
easat-11489	134	29	.	.	PUNCT
easat-11489	135	1	3.2	3.2	NUM
easat-11489	135	2	.	.	PUNCT
easat-11489	136	1	spectral	spectral	ADJ
easat-11489	136	2	characteristics	characteristic	NOUN
easat-11489	136	3	the	the	DET
easat-11489	136	4	absorbance	absorbance	NOUN
easat-11489	136	5	peaks	peak	NOUN
easat-11489	136	6	from	from	ADP
easat-11489	136	7	the	the	DET
easat-11489	136	8	original	original	ADJ
easat-11489	136	9	spectra	spectra	NOUN
easat-11489	136	10	at	at	ADP
easat-11489	136	11	around	around	ADP
easat-11489	136	12	1200	1200	NUM
easat-11489	136	13	nm	nm	NOUN
easat-11489	136	14	and	and	CCONJ
easat-11489	136	15	1450	1450	NUM
easat-11489	136	16	nm	nm	NOUN
easat-11489	136	17	(	(	PUNCT
easat-11489	136	18	figure	figure	NOUN
easat-11489	136	19	1	1	NUM
easat-11489	136	20	)	)	PUNCT
easat-11489	136	21	were	be	AUX
easat-11489	136	22	associated	associate	VERB
easat-11489	136	23	with	with	ADP
easat-11489	136	24	the	the	DET
easat-11489	136	25	characteristic	characteristic	ADJ
easat-11489	136	26	absorption	absorption	NOUN
easat-11489	136	27	bands	band	NOUN
easat-11489	136	28	of	of	ADP
easat-11489	136	29	water	water	NOUN
easat-11489	136	30	.	.	PUNCT
easat-11489	137	1	these	these	DET
easat-11489	137	2	peaks	peak	NOUN
easat-11489	137	3	correspond	correspond	VERB
easat-11489	137	4	to	to	ADP
easat-11489	137	5	the	the	DET
easat-11489	137	6	o	o	NOUN
easat-11489	137	7	–	–	PUNCT
easat-11489	137	8	h	h	NOUN
easat-11489	137	9	bond	bond	NOUN
easat-11489	137	10	in	in	ADP
easat-11489	137	11	water	water	NOUN
easat-11489	137	12	molecules	molecule	NOUN
easat-11489	137	13	.	.	PUNCT
easat-11489	138	1	specifically	specifically	ADV
easat-11489	138	2	,	,	PUNCT
easat-11489	138	3	the	the	DET
easat-11489	138	4	1200	1200	NUM
easat-11489	138	5	nm	nm	PRON
easat-11489	138	6	peak	peak	NOUN
easat-11489	138	7	corresponds	correspond	VERB
easat-11489	138	8	to	to	ADP
easat-11489	138	9	the	the	DET
easat-11489	138	10	second	second	ADJ
easat-11489	138	11	overtone	overtone	NOUN
easat-11489	138	12	of	of	ADP
easat-11489	138	13	o	o	NOUN
easat-11489	138	14	–	–	PUNCT
easat-11489	138	15	h	h	NOUN
easat-11489	138	16	stretching	stretching	NOUN
easat-11489	138	17	,	,	PUNCT
easat-11489	138	18	while	while	SCONJ
easat-11489	138	19	the	the	DET
easat-11489	138	20	1450	1450	NUM
easat-11489	138	21	nm	nm	PRON
easat-11489	138	22	peak	peak	NOUN
easat-11489	138	23	is	be	AUX
easat-11489	138	24	attributed	attribute	VERB
easat-11489	138	25	to	to	ADP
easat-11489	138	26	the	the	DET
easat-11489	138	27	first	first	ADJ
easat-11489	138	28	overtone	overtone	NOUN
easat-11489	138	29	of	of	ADP
easat-11489	138	30	o	o	NOUN
easat-11489	138	31	–	–	PUNCT
easat-11489	138	32	h	h	NOUN
easat-11489	138	33	stretching	stretching	NOUN
easat-11489	138	34	as	as	SCONJ
easat-11489	138	35	described	describe	VERB
easat-11489	138	36	by	by	ADP
easat-11489	138	37	workman	workman	NOUN
easat-11489	138	38	and	and	CCONJ
easat-11489	138	39	weyer	weyer	NOUN
easat-11489	139	1	[	[	X
easat-11489	139	2	45	45	NUM
easat-11489	139	3	]	]	PUNCT
easat-11489	139	4	and	and	CCONJ
easat-11489	139	5	osborne	osborne	NOUN
easat-11489	139	6	and	and	CCONJ
easat-11489	139	7	fearn	fearn	NOUN
easat-11489	140	1	[	[	X
easat-11489	140	2	46	46	NUM
easat-11489	140	3	]	]	PUNCT
easat-11489	140	4	.	.	PUNCT
easat-11489	141	1	the	the	DET
easat-11489	141	2	2nd	2nd	ADJ
easat-11489	141	3	derivative	derivative	ADJ
easat-11489	141	4	absorbance	absorbance	NOUN
easat-11489	141	5	spectra	spectra	NOUN
easat-11489	141	6	showed	show	VERB
easat-11489	141	7	peaks	peak	NOUN
easat-11489	141	8	at	at	ADP
easat-11489	141	9	973	973	NUM
easat-11489	141	10	,	,	PUNCT
easat-11489	141	11	1200	1200	NUM
easat-11489	141	12	,	,	PUNCT
easat-11489	141	13	1273	1273	NUM
easat-11489	141	14	,	,	PUNCT
easat-11489	141	15	1360	1360	NUM
easat-11489	141	16	,	,	PUNCT
easat-11489	141	17	1440	1440	NUM
easat-11489	141	18	,	,	PUNCT
easat-11489	141	19	1470	1470	NUM
easat-11489	141	20	,	,	PUNCT
easat-11489	141	21	and	and	CCONJ
easat-11489	141	22	1585	1585	NUM
easat-11489	141	23	nm	nm	NOUN
easat-11489	141	24	,	,	PUNCT
easat-11489	141	25	which	which	PRON
easat-11489	141	26	are	be	AUX
easat-11489	141	27	related	relate	VERB
easat-11489	141	28	to	to	ADP
easat-11489	141	29	the	the	DET
easat-11489	141	30	chemical	chemical	NOUN
easat-11489	141	31	compositions	composition	NOUN
easat-11489	141	32	of	of	ADP
easat-11489	141	33	the	the	DET
easat-11489	141	34	pure	pure	ADJ
easat-11489	141	35	white	white	ADJ
easat-11489	141	36	pepper	pepper	NOUN
easat-11489	141	37	powder	powder	NOUN
easat-11489	141	38	and	and	CCONJ
easat-11489	141	39	the	the	DET
easat-11489	141	40	roasted	roasted	ADJ
easat-11489	141	41	sticky	sticky	ADJ
easat-11489	141	42	rice	rice	NOUN
easat-11489	141	43	powder	powder	NOUN
easat-11489	141	44	(	(	PUNCT
easat-11489	141	45	figure	figure	NOUN
easat-11489	141	46	1b	1b	NUM
easat-11489	141	47	)	)	PUNCT
easat-11489	141	48	.	.	PUNCT
easat-11489	142	1	the	the	DET
easat-11489	142	2	absorption	absorption	NOUN
easat-11489	142	3	band	band	NOUN
easat-11489	142	4	locations	location	NOUN
easat-11489	142	5	associated	associate	VERB
easat-11489	142	6	with	with	ADP
easat-11489	142	7	proteins	protein	NOUN
easat-11489	142	8	were	be	AUX
easat-11489	142	9	at	at	ADP
easat-11489	142	10	973	973	NUM
easat-11489	142	11	nm	nm	NOUN
easat-11489	142	12	,	,	PUNCT
easat-11489	142	13	corresponding	correspond	VERB
easat-11489	142	14	to	to	ADP
easat-11489	142	15	n	n	CCONJ
easat-11489	142	16	–	–	PUNCT
easat-11489	142	17	h	h	NOUN
easat-11489	142	18	stretching	stretch	VERB
easat-11489	142	19	second	second	ADJ
easat-11489	142	20	overtone	overtone	NOUN
easat-11489	142	21	,	,	PUNCT
easat-11489	142	22	and	and	CCONJ
easat-11489	142	23	at	at	ADP
easat-11489	142	24	1470	1470	NUM
easat-11489	142	25	nm	nm	NOUN
easat-11489	142	26	,	,	PUNCT
easat-11489	142	27	corresponding	correspond	VERB
easat-11489	142	28	to	to	ADP
easat-11489	142	29	n	n	CCONJ
easat-11489	142	30	–	–	PUNCT
easat-11489	142	31	h	h	NOUN
easat-11489	142	32	stretching	stretch	VERB
easat-11489	142	33	first	first	ADV
easat-11489	142	34	overtone	overtone	NOUN
easat-11489	142	35	,	,	PUNCT
easat-11489	142	36	as	as	SCONJ
easat-11489	142	37	described	describe	VERB
easat-11489	142	38	by	by	ADP
easat-11489	142	39	workman	workman	NOUN
easat-11489	142	40	and	and	CCONJ
easat-11489	142	41	weyer	weyer	NOUN
easat-11489	142	42	[	[	X
easat-11489	142	43	45	45	NUM
easat-11489	142	44	]	]	PUNCT
easat-11489	142	45	,	,	PUNCT
easat-11489	142	46	and	and	CCONJ
easat-11489	142	47	the	the	DET
easat-11489	142	48	water	water	NOUN
easat-11489	142	49	absorbance	absorbance	NOUN
easat-11489	142	50	peak	peak	NOUN
easat-11489	142	51	at	at	ADP
easat-11489	142	52	1200	1200	NUM
easat-11489	142	53	nm	nm	NOUN
easat-11489	142	54	was	be	AUX
easat-11489	142	55	associated	associate	VERB
easat-11489	142	56	with	with	ADP
easat-11489	142	57	the	the	DET
easat-11489	142	58	second	second	ADJ
easat-11489	142	59	overtone	overtone	NOUN
easat-11489	142	60	of	of	ADP
easat-11489	142	61	the	the	DET
easat-11489	142	62	o	o	NOUN
easat-11489	142	63	–	–	PUNCT
easat-11489	142	64	h	h	NOUN
easat-11489	142	65	stretching	stretching	NOUN
easat-11489	142	66	[	[	X
easat-11489	142	67	45	45	NUM
easat-11489	142	68	]	]	PUNCT
easat-11489	142	69	.	.	PUNCT
easat-11489	143	1	the	the	DET
easat-11489	143	2	absorbance	absorbance	NOUN
easat-11489	143	3	peak	peak	NOUN
easat-11489	143	4	observed	observe	VERB
easat-11489	143	5	at	at	ADP
easat-11489	143	6	1273	1273	NUM
easat-11489	143	7	nm	nm	NOUN
easat-11489	143	8	was	be	AUX
easat-11489	143	9	related	relate	VERB
easat-11489	143	10	to	to	ADP
easat-11489	143	11	the	the	DET
easat-11489	143	12	second	second	ADJ
easat-11489	143	13	overtone	overtone	NOUN
easat-11489	143	14	of	of	ADP
easat-11489	143	15	c	c	PROPN
easat-11489	143	16	–	–	PUNCT
easat-11489	143	17	h	h	NOUN
easat-11489	143	18	stretching	stretching	NOUN
easat-11489	143	19	,	,	PUNCT
easat-11489	143	20	which	which	PRON
easat-11489	143	21	corresponds	correspond	VERB
easat-11489	143	22	to	to	ADP
easat-11489	143	23	c	c	NOUN
easat-11489	143	24	–	–	PUNCT
easat-11489	143	25	h	h	NOUN
easat-11489	143	26	functional	functional	ADJ
easat-11489	143	27	groups	group	NOUN
easat-11489	143	28	[	[	X
easat-11489	143	29	47	47	NUM
easat-11489	143	30	]	]	PUNCT
easat-11489	143	31	.	.	PUNCT
easat-11489	144	1	the	the	DET
easat-11489	144	2	1360	1360	NUM
easat-11489	144	3	nm	nm	PRON
easat-11489	144	4	peak	peak	NOUN
easat-11489	144	5	was	be	AUX
easat-11489	144	6	linked	link	VERB
easat-11489	144	7	to	to	ADP
easat-11489	144	8	c	c	PROPN
easat-11489	144	9	–	–	PUNCT
easat-11489	144	10	h	h	NOUN
easat-11489	144	11	combination	combination	NOUN
easat-11489	144	12	bands	band	NOUN
easat-11489	144	13	,	,	PUNCT
easat-11489	144	14	indicative	indicative	ADJ
easat-11489	144	15	of	of	ADP
easat-11489	144	16	methyl	methyl	NOUN
easat-11489	144	17	groups	group	NOUN
easat-11489	144	18	(	(	PUNCT
easat-11489	144	19	ch3	ch3	PROPN
easat-11489	144	20	)	)	PUNCT
easat-11489	145	1	[	[	X
easat-11489	145	2	48	48	NUM
easat-11489	145	3	]	]	PUNCT
easat-11489	145	4	.	.	PUNCT
easat-11489	146	1	the	the	DET
easat-11489	146	2	presence	presence	NOUN
easat-11489	146	3	of	of	ADP
easat-11489	146	4	7	7	NUM
easat-11489	146	5	edelweiss	edelweiss	PROPN
easat-11489	146	6	applied	apply	VERB
easat-11489	146	7	science	science	NOUN
easat-11489	146	8	and	and	CCONJ
easat-11489	146	9	technology	technology	NOUN
easat-11489	146	10	issn	issn	PROPN
easat-11489	146	11	:	:	PUNCT
easat-11489	146	12	2576	2576	NUM
easat-11489	146	13	-	-	SYM
easat-11489	146	14	8484	8484	NUM
easat-11489	146	15	vol	vol	NOUN
easat-11489	146	16	.	.	PROPN
easat-11489	146	17	10	10	NUM
easat-11489	146	18	,	,	PUNCT
easat-11489	146	19	no	no	INTJ
easat-11489	146	20	.	.	NOUN
easat-11489	146	21	1	1	NUM
easat-11489	146	22	:	:	SYM
easat-11489	146	23	1	1	NUM
easat-11489	146	24	-	-	SYM
easat-11489	146	25	15	15	NUM
easat-11489	146	26	,	,	PUNCT
easat-11489	146	27	2026	2026	NUM
easat-11489	146	28	doi	doi	NOUN
easat-11489	146	29	:	:	PUNCT
easat-11489	146	30	10.55214/2576	10.55214/2576	NUM
easat-11489	146	31	-	-	PUNCT
easat-11489	146	32	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	146	33	©	©	PROPN
easat-11489	146	34	2026	2026	NUM
easat-11489	146	35	by	by	ADP
easat-11489	146	36	the	the	DET
easat-11489	146	37	authors	author	NOUN
easat-11489	146	38	;	;	PUNCT
easat-11489	146	39	licensee	licensee	PROPN
easat-11489	146	40	learning	learn	VERB
easat-11489	146	41	gate	gate	NOUN
easat-11489	146	42	sucrose	sucrose	PROPN
easat-11489	146	43	and	and	CCONJ
easat-11489	146	44	starch	starch	NOUN
easat-11489	146	45	at	at	ADP
easat-11489	146	46	the	the	DET
easat-11489	146	47	absorbance	absorbance	NOUN
easat-11489	146	48	peak	peak	NOUN
easat-11489	146	49	of	of	ADP
easat-11489	146	50	1440	1440	NUM
easat-11489	146	51	nm	nm	NOUN
easat-11489	146	52	was	be	AUX
easat-11489	146	53	reported	report	VERB
easat-11489	146	54	to	to	PART
easat-11489	146	55	be	be	AUX
easat-11489	146	56	associated	associate	VERB
easat-11489	146	57	with	with	ADP
easat-11489	146	58	the	the	DET
easat-11489	146	59	first	first	ADJ
easat-11489	146	60	overtone	overtone	NOUN
easat-11489	146	61	of	of	ADP
easat-11489	146	62	o	o	NOUN
easat-11489	146	63	–	–	PUNCT
easat-11489	146	64	h	h	NOUN
easat-11489	146	65	stretching	stretching	NOUN
easat-11489	147	1	[	[	X
easat-11489	147	2	47	47	NUM
easat-11489	147	3	]	]	PUNCT
easat-11489	147	4	,	,	PUNCT
easat-11489	147	5	and	and	CCONJ
easat-11489	147	6	the	the	DET
easat-11489	147	7	presence	presence	NOUN
easat-11489	147	8	of	of	ADP
easat-11489	147	9	starch	starch	NOUN
easat-11489	147	10	and	and	CCONJ
easat-11489	147	11	glucose	glucose	NOUN
easat-11489	147	12	molecules	molecule	NOUN
easat-11489	147	13	at	at	ADP
easat-11489	147	14	the	the	DET
easat-11489	147	15	absorbance	absorbance	NOUN
easat-11489	147	16	peak	peak	NOUN
easat-11489	147	17	of	of	ADP
easat-11489	147	18	1585	1585	NUM
easat-11489	147	19	nm	nm	NOUN
easat-11489	147	20	was	be	AUX
easat-11489	147	21	also	also	ADV
easat-11489	147	22	attributed	attribute	VERB
easat-11489	147	23	to	to	ADP
easat-11489	147	24	the	the	DET
easat-11489	147	25	first	first	ADJ
easat-11489	147	26	overtone	overtone	NOUN
easat-11489	147	27	of	of	ADP
easat-11489	147	28	o	o	NOUN
easat-11489	147	29	–	–	PUNCT
easat-11489	147	30	h	h	NOUN
easat-11489	147	31	stretching	stretch	VERB
easat-11489	147	32	[	[	X
easat-11489	147	33	46	46	NUM
easat-11489	147	34	]	]	PUNCT
easat-11489	147	35	.	.	PUNCT
easat-11489	148	1	figure	figure	NOUN
easat-11489	148	2	2	2	NUM
easat-11489	148	3	.	.	PUNCT
easat-11489	148	4	pca	pca	NOUN
easat-11489	148	5	score	score	NOUN
easat-11489	148	6	plot	plot	NOUN
easat-11489	148	7	of	of	ADP
easat-11489	148	8	the	the	DET
easat-11489	148	9	pure	pure	ADJ
easat-11489	148	10	white	white	ADJ
easat-11489	148	11	pepper	pepper	NOUN
easat-11489	148	12	powder	powder	NOUN
easat-11489	148	13	and	and	CCONJ
easat-11489	148	14	the	the	DET
easat-11489	148	15	roasted	roasted	ADJ
easat-11489	148	16	sticky	sticky	ADJ
easat-11489	148	17	rice	rice	NOUN
easat-11489	148	18	powder	powder	NOUN
easat-11489	148	19	.	.	PUNCT
easat-11489	149	1	the	the	DET
easat-11489	149	2	cumulative	cumulative	ADJ
easat-11489	149	3	variance	variance	NOUN
easat-11489	149	4	percentage	percentage	NOUN
easat-11489	149	5	was	be	AUX
easat-11489	149	6	98	98	NUM
easat-11489	149	7	%	%	NOUN
easat-11489	149	8	from	from	ADP
easat-11489	149	9	the	the	DET
easat-11489	149	10	two	two	NUM
easat-11489	149	11	principal	principal	ADJ
easat-11489	149	12	components	component	NOUN
easat-11489	149	13	(	(	PUNCT
easat-11489	149	14	pc1	pc1	PROPN
easat-11489	149	15	and	and	CCONJ
easat-11489	149	16	pc2	pc2	NOUN
easat-11489	149	17	)	)	PUNCT
easat-11489	149	18	,	,	PUNCT
easat-11489	149	19	with	with	ADP
easat-11489	149	20	the	the	DET
easat-11489	149	21	variation	variation	NOUN
easat-11489	149	22	for	for	ADP
easat-11489	149	23	pc1	pc1	PROPN
easat-11489	149	24	being	be	AUX
easat-11489	149	25	15	15	NUM
easat-11489	149	26	%	%	NOUN
easat-11489	149	27	and	and	CCONJ
easat-11489	149	28	for	for	ADP
easat-11489	149	29	pc2	pc2	NOUN
easat-11489	149	30	83	83	NUM
easat-11489	149	31	%	%	NOUN
easat-11489	149	32	(	(	PUNCT
easat-11489	149	33	figure	figure	NOUN
easat-11489	149	34	2	2	NUM
easat-11489	149	35	)	)	PUNCT
easat-11489	149	36	.	.	PUNCT
easat-11489	150	1	this	this	PRON
easat-11489	150	2	indicates	indicate	VERB
easat-11489	150	3	that	that	SCONJ
easat-11489	150	4	the	the	DET
easat-11489	150	5	two	two	NUM
easat-11489	150	6	clusters	cluster	NOUN
easat-11489	150	7	of	of	ADP
easat-11489	150	8	the	the	DET
easat-11489	150	9	pure	pure	ADJ
easat-11489	150	10	white	white	ADJ
easat-11489	150	11	pepper	pepper	NOUN
easat-11489	150	12	powder	powder	NOUN
easat-11489	150	13	and	and	CCONJ
easat-11489	150	14	the	the	DET
easat-11489	150	15	roasted	roasted	ADJ
easat-11489	150	16	sticky	sticky	ADJ
easat-11489	150	17	rice	rice	NOUN
easat-11489	150	18	powder	powder	NOUN
easat-11489	150	19	were	be	AUX
easat-11489	150	20	completely	completely	ADV
easat-11489	150	21	separated	separate	VERB
easat-11489	150	22	.	.	PUNCT
easat-11489	151	1	this	this	DET
easat-11489	151	2	result	result	NOUN
easat-11489	151	3	clearly	clearly	ADV
easat-11489	151	4	demonstrated	demonstrate	VERB
easat-11489	151	5	that	that	SCONJ
easat-11489	151	6	spectral	spectral	ADJ
easat-11489	151	7	data	datum	NOUN
easat-11489	151	8	could	could	AUX
easat-11489	151	9	be	be	AUX
easat-11489	151	10	used	use	VERB
easat-11489	151	11	to	to	PART
easat-11489	151	12	distinguish	distinguish	VERB
easat-11489	151	13	between	between	ADP
easat-11489	151	14	pure	pure	ADJ
easat-11489	151	15	tapioca	tapioca	NOUN
easat-11489	151	16	starch	starch	NOUN
easat-11489	151	17	and	and	CCONJ
easat-11489	151	18	adulterated	adulterate	VERB
easat-11489	151	19	tapioca	tapioca	NOUN
easat-11489	151	20	starch	starch	NOUN
easat-11489	151	21	using	use	VERB
easat-11489	151	22	this	this	DET
easat-11489	151	23	technique	technique	NOUN
easat-11489	151	24	.	.	PUNCT
easat-11489	152	1	3.3	3.3	NUM
easat-11489	152	2	.	.	PUNCT
easat-11489	152	3	acquisition	acquisition	NOUN
easat-11489	152	4	from	from	ADP
easat-11489	152	5	qualitative	qualitative	ADJ
easat-11489	152	6	analysis	analysis	NOUN
easat-11489	152	7	the	the	DET
easat-11489	152	8	characteristics	characteristic	NOUN
easat-11489	152	9	of	of	ADP
easat-11489	152	10	the	the	DET
easat-11489	152	11	samples	sample	NOUN
easat-11489	152	12	used	use	VERB
easat-11489	152	13	in	in	ADP
easat-11489	152	14	the	the	DET
easat-11489	152	15	calibration	calibration	NOUN
easat-11489	152	16	and	and	CCONJ
easat-11489	152	17	prediction	prediction	NOUN
easat-11489	152	18	sets	set	NOUN
easat-11489	152	19	for	for	ADP
easat-11489	152	20	analysis	analysis	NOUN
easat-11489	152	21	were	be	AUX
easat-11489	152	22	the	the	DET
easat-11489	152	23	same	same	ADJ
easat-11489	152	24	(	(	PUNCT
easat-11489	152	25	table	table	NOUN
easat-11489	152	26	2	2	NUM
easat-11489	152	27	)	)	PUNCT
easat-11489	152	28	.	.	PUNCT
easat-11489	153	1	table	table	NOUN
easat-11489	153	2	2	2	NUM
easat-11489	153	3	.	.	PUNCT
easat-11489	154	1	the	the	DET
easat-11489	154	2	characteristics	characteristic	NOUN
easat-11489	154	3	of	of	ADP
easat-11489	154	4	samples	sample	NOUN
easat-11489	154	5	in	in	ADP
easat-11489	154	6	calibration	calibration	NOUN
easat-11489	154	7	and	and	CCONJ
easat-11489	154	8	prediction	prediction	NOUN
easat-11489	154	9	sets	set	NOUN
easat-11489	154	10	for	for	ADP
easat-11489	154	11	pls	pls	NOUN
easat-11489	154	12	-	-	PUNCT
easat-11489	154	13	da	da	NOUN
easat-11489	154	14	and	and	CCONJ
easat-11489	154	15	svmc	svmc	ADJ
easat-11489	154	16	.	.	PUNCT
easat-11489	155	1	sets	set	VERB
easat-11489	155	2	sample	sample	NOUN
easat-11489	155	3	number	number	NOUN
easat-11489	155	4	minimum	minimum	NOUN
easat-11489	155	5	(	(	PUNCT
easat-11489	155	6	%	%	NOUN
easat-11489	155	7	)	)	PUNCT
easat-11489	155	8	maximum	maximum	ADJ
easat-11489	155	9	(	(	PUNCT
easat-11489	155	10	%	%	NOUN
easat-11489	155	11	)	)	PUNCT
easat-11489	156	1	mean	mean	NOUN
easat-11489	156	2	(	(	PUNCT
easat-11489	156	3	%	%	INTJ
easat-11489	156	4	)	)	PUNCT
easat-11489	156	5	standard	standard	ADJ
easat-11489	156	6	deviation	deviation	NOUN
easat-11489	156	7	(	(	PUNCT
easat-11489	156	8	%	%	INTJ
easat-11489	156	9	)	)	PUNCT
easat-11489	156	10	calibration	calibration	NOUN
easat-11489	156	11	152	152	NUM
easat-11489	156	12	0	0	NUM
easat-11489	156	13	1	1	NUM
easat-11489	156	14	0.54	0.54	NUM
easat-11489	156	15	0.05	0.05	NUM
easat-11489	156	16	prediction	prediction	NOUN
easat-11489	156	17	66	66	NUM
easat-11489	156	18	0	0	NUM
easat-11489	156	19	1	1	NUM
easat-11489	156	20	0.54	0.54	NUM
easat-11489	156	21	0.05	0.05	NUM
easat-11489	156	22	the	the	DET
easat-11489	156	23	pls	pls	PROPN
easat-11489	156	24	-	-	PUNCT
easat-11489	156	25	da	da	ADJ
easat-11489	156	26	results	result	NOUN
easat-11489	156	27	of	of	ADP
easat-11489	156	28	accuracy	accuracy	NOUN
easat-11489	156	29	,	,	PUNCT
easat-11489	156	30	sensitivity	sensitivity	NOUN
easat-11489	156	31	,	,	PUNCT
easat-11489	156	32	specificity	specificity	NOUN
easat-11489	156	33	,	,	PUNCT
easat-11489	156	34	and	and	CCONJ
easat-11489	156	35	error	error	NOUN
easat-11489	156	36	rate	rate	NOUN
easat-11489	156	37	by	by	ADP
easat-11489	156	38	cross	cross	NOUN
easat-11489	156	39	-	-	NOUN
easat-11489	156	40	validation	validation	NOUN
easat-11489	156	41	of	of	ADP
easat-11489	156	42	samples	sample	NOUN
easat-11489	156	43	in	in	ADP
easat-11489	156	44	the	the	DET
easat-11489	156	45	calibration	calibration	NOUN
easat-11489	156	46	set	set	NOUN
easat-11489	156	47	(	(	PUNCT
easat-11489	156	48	figure	figure	NOUN
easat-11489	156	49	3a	3a	NUM
easat-11489	156	50	)	)	PUNCT
easat-11489	156	51	showed	show	VERB
easat-11489	156	52	that	that	SCONJ
easat-11489	156	53	using	use	VERB
easat-11489	156	54	original	original	ADJ
easat-11489	156	55	spectral	spectral	ADJ
easat-11489	156	56	data	datum	NOUN
easat-11489	156	57	(	(	PUNCT
easat-11489	156	58	non	non	ADJ
easat-11489	156	59	-	-	NOUN
easat-11489	156	60	pretreatment	pretreatment	NOUN
easat-11489	156	61	)	)	PUNCT
easat-11489	156	62	,	,	PUNCT
easat-11489	156	63	using	use	VERB
easat-11489	156	64	smoothing	smoothing	NOUN
easat-11489	156	65	,	,	PUNCT
easat-11489	156	66	and	and	CCONJ
easat-11489	156	67	using	use	VERB
easat-11489	156	68	1st	1st	ADJ
easat-11489	156	69	derivative	derivative	ADJ
easat-11489	156	70	spectral	spectral	ADJ
easat-11489	156	71	pretreatments	pretreatment	NOUN
easat-11489	156	72	achieved	achieve	VERB
easat-11489	156	73	perfect	perfect	ADJ
easat-11489	156	74	classification	classification	NOUN
easat-11489	156	75	performance	performance	NOUN
easat-11489	156	76	,	,	PUNCT
easat-11489	156	77	with	with	ADP
easat-11489	156	78	100	100	NUM
easat-11489	156	79	%	%	NOUN
easat-11489	156	80	accuracy	accuracy	NOUN
easat-11489	156	81	,	,	PUNCT
easat-11489	156	82	sensitivity	sensitivity	NOUN
easat-11489	156	83	,	,	PUNCT
easat-11489	156	84	and	and	CCONJ
easat-11489	156	85	specificity	specificity	NOUN
easat-11489	156	86	without	without	ADP
easat-11489	156	87	error	error	NOUN
easat-11489	156	88	rate	rate	NOUN
easat-11489	156	89	.	.	PUNCT
easat-11489	157	1	therefore	therefore	ADV
easat-11489	157	2	,	,	PUNCT
easat-11489	157	3	the	the	DET
easat-11489	157	4	original	original	ADJ
easat-11489	157	5	spectral	spectral	ADJ
easat-11489	157	6	data	datum	NOUN
easat-11489	157	7	were	be	AUX
easat-11489	157	8	selected	select	VERB
easat-11489	157	9	for	for	ADP
easat-11489	157	10	classification	classification	NOUN
easat-11489	157	11	by	by	ADP
easat-11489	157	12	pls	pls	NOUN
easat-11489	157	13	-	-	PUNCT
easat-11489	157	14	da	da	NOUN
easat-11489	157	15	.	.	PROPN
easat-11489	157	16	8	8	NUM
easat-11489	157	17	edelweiss	edelweiss	PROPN
easat-11489	157	18	applied	apply	VERB
easat-11489	157	19	science	science	NOUN
easat-11489	157	20	and	and	CCONJ
easat-11489	157	21	technology	technology	NOUN
easat-11489	157	22	issn	issn	PROPN
easat-11489	157	23	:	:	PUNCT
easat-11489	157	24	2576	2576	NUM
easat-11489	157	25	-	-	SYM
easat-11489	157	26	8484	8484	NUM
easat-11489	157	27	vol	vol	NOUN
easat-11489	157	28	.	.	PROPN
easat-11489	158	1	10	10	NUM
easat-11489	158	2	,	,	PUNCT
easat-11489	158	3	no	no	INTJ
easat-11489	158	4	.	.	NOUN
easat-11489	158	5	1	1	NUM
easat-11489	158	6	:	:	SYM
easat-11489	158	7	1	1	NUM
easat-11489	158	8	-	-	SYM
easat-11489	158	9	15	15	NUM
easat-11489	158	10	,	,	PUNCT
easat-11489	158	11	2026	2026	NUM
easat-11489	158	12	doi	doi	NOUN
easat-11489	158	13	:	:	PUNCT
easat-11489	158	14	10.55214/2576	10.55214/2576	NUM
easat-11489	158	15	-	-	PUNCT
easat-11489	158	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	158	17	©	©	PROPN
easat-11489	158	18	2026	2026	NUM
easat-11489	158	19	by	by	ADP
easat-11489	158	20	the	the	DET
easat-11489	158	21	authors	author	NOUN
easat-11489	158	22	;	;	PUNCT
easat-11489	158	23	licensee	licensee	PROPN
easat-11489	158	24	learning	learning	NOUN
easat-11489	158	25	gate	gate	VERB
easat-11489	158	26	the	the	DET
easat-11489	158	27	svmc	svmc	ADJ
easat-11489	158	28	results	result	NOUN
easat-11489	158	29	for	for	ADP
easat-11489	158	30	accuracy	accuracy	NOUN
easat-11489	158	31	,	,	PUNCT
easat-11489	158	32	sensitivity	sensitivity	NOUN
easat-11489	158	33	,	,	PUNCT
easat-11489	158	34	specificity	specificity	NOUN
easat-11489	158	35	,	,	PUNCT
easat-11489	158	36	and	and	CCONJ
easat-11489	158	37	error	error	NOUN
easat-11489	158	38	rate	rate	NOUN
easat-11489	158	39	,	,	PUNCT
easat-11489	158	40	obtained	obtain	VERB
easat-11489	158	41	through	through	ADP
easat-11489	158	42	crossvalidation	crossvalidation	NOUN
easat-11489	158	43	of	of	ADP
easat-11489	158	44	samples	sample	NOUN
easat-11489	158	45	in	in	ADP
easat-11489	158	46	the	the	DET
easat-11489	158	47	calibration	calibration	NOUN
easat-11489	158	48	set	set	NOUN
easat-11489	158	49	(	(	PUNCT
easat-11489	158	50	figure	figure	NOUN
easat-11489	158	51	3b	3b	NUM
easat-11489	158	52	)	)	PUNCT
easat-11489	158	53	,	,	PUNCT
easat-11489	158	54	indicated	indicate	VERB
easat-11489	158	55	that	that	SCONJ
easat-11489	158	56	the	the	DET
easat-11489	158	57	combination	combination	NOUN
easat-11489	158	58	of	of	ADP
easat-11489	158	59	the	the	DET
easat-11489	158	60	1st	1st	ADJ
easat-11489	158	61	derivative	derivative	NOUN
easat-11489	158	62	with	with	ADP
easat-11489	158	63	the	the	DET
easat-11489	158	64	snv	snv	PROPN
easat-11489	158	65	spectral	spectral	PROPN
easat-11489	158	66	pretreatment	pretreatment	NOUN
easat-11489	158	67	method	method	NOUN
easat-11489	158	68	provided	provide	VERB
easat-11489	158	69	the	the	DET
easat-11489	158	70	highest	high	ADJ
easat-11489	158	71	performance	performance	NOUN
easat-11489	158	72	.	.	PUNCT
easat-11489	159	1	it	it	PRON
easat-11489	159	2	achieved	achieve	VERB
easat-11489	159	3	96.05	96.05	NUM
easat-11489	159	4	%	%	NOUN
easat-11489	159	5	accuracy	accuracy	NOUN
easat-11489	159	6	,	,	PUNCT
easat-11489	159	7	92.11	92.11	NUM
easat-11489	159	8	%	%	NOUN
easat-11489	159	9	sensitivity	sensitivity	NOUN
easat-11489	159	10	,	,	PUNCT
easat-11489	159	11	100	100	NUM
easat-11489	159	12	%	%	NOUN
easat-11489	159	13	specificity	specificity	NOUN
easat-11489	159	14	,	,	PUNCT
easat-11489	159	15	and	and	CCONJ
easat-11489	159	16	the	the	DET
easat-11489	159	17	lowest	low	ADJ
easat-11489	159	18	error	error	NOUN
easat-11489	159	19	rate	rate	NOUN
easat-11489	159	20	of	of	ADP
easat-11489	159	21	3.95	3.95	NUM
easat-11489	159	22	%	%	NOUN
easat-11489	159	23	.	.	PUNCT
easat-11489	160	1	therefore	therefore	ADV
easat-11489	160	2	,	,	PUNCT
easat-11489	160	3	the	the	DET
easat-11489	160	4	combination	combination	NOUN
easat-11489	160	5	of	of	ADP
easat-11489	160	6	the	the	DET
easat-11489	160	7	1st	1st	ADJ
easat-11489	160	8	derivative	derivative	NOUN
easat-11489	160	9	with	with	ADP
easat-11489	160	10	the	the	DET
easat-11489	160	11	snv	snv	PROPN
easat-11489	160	12	spectral	spectral	PROPN
easat-11489	160	13	pretreatment	pretreatment	NOUN
easat-11489	160	14	method	method	NOUN
easat-11489	160	15	was	be	AUX
easat-11489	160	16	selected	select	VERB
easat-11489	160	17	for	for	ADP
easat-11489	160	18	classification	classification	NOUN
easat-11489	160	19	using	use	VERB
easat-11489	160	20	svmc	svmc	ADJ
easat-11489	160	21	.	.	PUNCT
easat-11489	161	1	figure	figure	NOUN
easat-11489	161	2	3	3	NUM
easat-11489	161	3	.	.	NOUN
easat-11489	162	1	comparison	comparison	NOUN
easat-11489	162	2	of	of	ADP
easat-11489	162	3	spectral	spectral	ADJ
easat-11489	162	4	pretreatment	pretreatment	NOUN
easat-11489	162	5	methods	method	NOUN
easat-11489	162	6	for	for	ADP
easat-11489	162	7	classification	classification	NOUN
easat-11489	162	8	in	in	ADP
easat-11489	162	9	the	the	DET
easat-11489	162	10	calibration	calibration	NOUN
easat-11489	162	11	set	set	VERB
easat-11489	162	12	using	use	VERB
easat-11489	162	13	(	(	PUNCT
easat-11489	162	14	a	a	PRON
easat-11489	162	15	)	)	PUNCT
easat-11489	162	16	pls	pls	NOUN
easat-11489	162	17	-	-	PUNCT
easat-11489	162	18	da	da	NOUN
easat-11489	162	19	and	and	CCONJ
easat-11489	162	20	(	(	PUNCT
easat-11489	162	21	b	b	NOUN
easat-11489	162	22	)	)	PUNCT
easat-11489	162	23	svmc	svmc	ADJ
easat-11489	162	24	.	.	PUNCT
easat-11489	163	1	9	9	NUM
easat-11489	163	2	edelweiss	edelweiss	PROPN
easat-11489	163	3	applied	apply	VERB
easat-11489	163	4	science	science	NOUN
easat-11489	163	5	and	and	CCONJ
easat-11489	163	6	technology	technology	NOUN
easat-11489	163	7	issn	issn	PROPN
easat-11489	163	8	:	:	PUNCT
easat-11489	163	9	2576	2576	NUM
easat-11489	163	10	-	-	SYM
easat-11489	163	11	8484	8484	NUM
easat-11489	163	12	vol	vol	NOUN
easat-11489	163	13	.	.	PROPN
easat-11489	164	1	10	10	NUM
easat-11489	164	2	,	,	PUNCT
easat-11489	164	3	no	no	INTJ
easat-11489	164	4	.	.	NOUN
easat-11489	164	5	1	1	NUM
easat-11489	164	6	:	:	SYM
easat-11489	164	7	1	1	NUM
easat-11489	164	8	-	-	SYM
easat-11489	164	9	15	15	NUM
easat-11489	164	10	,	,	PUNCT
easat-11489	164	11	2026	2026	NUM
easat-11489	164	12	doi	doi	NOUN
easat-11489	164	13	:	:	PUNCT
easat-11489	164	14	10.55214/2576	10.55214/2576	NUM
easat-11489	164	15	-	-	PUNCT
easat-11489	164	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	164	17	©	©	PROPN
easat-11489	164	18	2026	2026	NUM
easat-11489	164	19	by	by	ADP
easat-11489	164	20	the	the	DET
easat-11489	164	21	authors	author	NOUN
easat-11489	164	22	;	;	PUNCT
easat-11489	164	23	licensee	licensee	PROPN
easat-11489	164	24	learning	learn	VERB
easat-11489	164	25	gate	gate	NOUN
easat-11489	164	26	table	table	NOUN
easat-11489	164	27	3	3	NUM
easat-11489	164	28	.	.	PUNCT
easat-11489	165	1	performance	performance	NOUN
easat-11489	165	2	of	of	ADP
easat-11489	165	3	classification	classification	NOUN
easat-11489	165	4	using	use	VERB
easat-11489	165	5	pls	pls	PROPN
easat-11489	165	6	-	-	PUNCT
easat-11489	165	7	da	da	NOUN
easat-11489	165	8	and	and	CCONJ
easat-11489	165	9	svmc	svmc	ADJ
easat-11489	165	10	in	in	ADP
easat-11489	165	11	the	the	DET
easat-11489	165	12	calibration	calibration	NOUN
easat-11489	165	13	set	set	VERB
easat-11489	165	14	and	and	CCONJ
easat-11489	165	15	the	the	DET
easat-11489	165	16	prediction	prediction	NOUN
easat-11489	165	17	set	set	NOUN
easat-11489	165	18	.	.	PUNCT
easat-11489	166	1	methods	method	NOUN
easat-11489	166	2	pre	pre	ADJ
easat-11489	166	3	-	-	ADJ
easat-11489	166	4	treatment	treatment	ADJ
easat-11489	166	5	factors	factor	NOUN
easat-11489	166	6	data	datum	NOUN
easat-11489	166	7	set	set	VERB
easat-11489	166	8	pure	pure	ADJ
easat-11489	166	9	white	white	ADJ
easat-11489	166	10	pepper	pepper	NOUN
easat-11489	166	11	powder	powder	NOUN
easat-11489	166	12	(	(	PUNCT
easat-11489	166	13	0	0	NUM
easat-11489	166	14	)	)	PUNCT
easat-11489	166	15	adulterated	adulterate	VERB
easat-11489	166	16	white	white	ADJ
easat-11489	166	17	pepper	pepper	NOUN
easat-11489	166	18	powder	powder	NOUN
easat-11489	166	19	(	(	PUNCT
easat-11489	166	20	1	1	NUM
easat-11489	166	21	)	)	PUNCT
easat-11489	166	22	%	%	NOUN
easat-11489	166	23	accuracy	accuracy	NOUN
easat-11489	166	24	%	%	INTJ
easat-11489	166	25	sensitivity	sensitivity	NOUN
easat-11489	166	26	%	%	NOUN
easat-11489	166	27	specificity	specificity	NOUN
easat-11489	166	28	%	%	NOUN
easat-11489	166	29	error	error	NOUN
easat-11489	166	30	rate	rate	NOUN
easat-11489	166	31	true	true	ADJ
easat-11489	166	32	false	false	ADJ
easat-11489	166	33	true	true	ADJ
easat-11489	166	34	false	false	ADJ
easat-11489	166	35	pls	pls	ADJ
easat-11489	166	36	-	-	PUNCT
easat-11489	166	37	da	da	VERB
easat-11489	166	38	original	original	ADJ
easat-11489	166	39	8	8	NUM
easat-11489	166	40	cal	cal	NOUN
easat-11489	166	41	70	70	NUM
easat-11489	166	42	0	0	NUM
easat-11489	166	43	82	82	NUM
easat-11489	166	44	0	0	NUM
easat-11489	166	45	100	100	NUM
easat-11489	166	46	100	100	NUM
easat-11489	166	47	100	100	NUM
easat-11489	166	48	0	0	NUM
easat-11489	166	49	pred	pre	VERB
easat-11489	166	50	30	30	NUM
easat-11489	166	51	36	36	NUM
easat-11489	166	52	0	0	NUM
easat-11489	166	53	100	100	NUM
easat-11489	166	54	100	100	NUM
easat-11489	166	55	100	100	NUM
easat-11489	166	56	0	0	NUM
easat-11489	166	57	svmc	svmc	ADJ
easat-11489	166	58	1st	1st	ADJ
easat-11489	166	59	derivative	derivative	NOUN
easat-11489	167	1	+	+	CCONJ
easat-11489	167	2	snv	snv	PROPN
easat-11489	167	3	nu	nu	PROPN
easat-11489	167	4	0.5	0.5	NUM
easat-11489	167	5	cal	cal	NOUN
easat-11489	167	6	70	70	NUM
easat-11489	167	7	0	0	NUM
easat-11489	167	8	78	78	NUM
easat-11489	167	9	4	4	NUM
easat-11489	167	10	97.37	97.37	NUM
easat-11489	167	11	94.59	94.59	NUM
easat-11489	167	12	100	100	NUM
easat-11489	167	13	2.63	2.63	NUM
easat-11489	167	14			NUM
easat-11489	167	15	0.01	0.01	NUM
easat-11489	167	16	pred	pre	VERB
easat-11489	167	17	30	30	NUM
easat-11489	167	18	34	34	NUM
easat-11489	167	19	2	2	NUM
easat-11489	167	20	96.97	96.97	NUM
easat-11489	167	21	93.75	93.75	NUM
easat-11489	167	22	100	100	NUM
easat-11489	167	23	3.03	3.03	NUM
easat-11489	167	24	note	note	NOUN
easat-11489	167	25	:	:	PUNCT
easat-11489	167	26	pls	pls	ADJ
easat-11489	167	27	-	-	PUNCT
easat-11489	167	28	da	da	ADJ
easat-11489	167	29	=	=	PUNCT
easat-11489	167	30	partial	partial	ADJ
easat-11489	167	31	least	least	ADJ
easat-11489	167	32	squares	square	NOUN
easat-11489	167	33	discrimination	discrimination	NOUN
easat-11489	167	34	analysis	analysis	NOUN
easat-11489	167	35	.	.	PUNCT
easat-11489	168	1	svmc	svmc	ADJ
easat-11489	168	2	=	=	SYM
easat-11489	168	3	support	support	NOUN
easat-11489	168	4	vector	vector	NOUN
easat-11489	168	5	machine	machine	NOUN
easat-11489	168	6	classification	classification	NOUN
easat-11489	168	7	snv	snv	NOUN
easat-11489	168	8	=	=	PUNCT
easat-11489	168	9	standard	standard	ADJ
easat-11489	168	10	normal	normal	ADJ
easat-11489	168	11	variate	variate	NOUN
easat-11489	168	12	cal	cal	NOUN
easat-11489	168	13	=	=	SYM
easat-11489	168	14	calibration	calibration	NOUN
easat-11489	168	15	set	set	VERB
easat-11489	168	16	pred	pred	ADJ
easat-11489	168	17	=	=	NOUN
easat-11489	168	18	prediction	prediction	NOUN
easat-11489	168	19	set	set	VERB
easat-11489	168	20			NUM
easat-11489	168	21	=	=	SYM
easat-11489	168	22	kernel	kernel	PROPN
easat-11489	168	23	function	function	PROPN
easat-11489	168	24	parameter	parameter	PROPN
easat-11489	168	25	gamma	gamma	PROPN
easat-11489	168	26	nu	nu	PROPN
easat-11489	168	27	=	=	PROPN
easat-11489	168	28	nu	nu	PROPN
easat-11489	168	29	parameter	parameter	NOUN
easat-11489	168	30	.	.	PUNCT
easat-11489	169	1	10	10	NUM
easat-11489	169	2	edelweiss	edelweiss	PROPN
easat-11489	169	3	applied	apply	VERB
easat-11489	169	4	science	science	NOUN
easat-11489	169	5	and	and	CCONJ
easat-11489	169	6	technology	technology	NOUN
easat-11489	169	7	issn	issn	PROPN
easat-11489	169	8	:	:	PUNCT
easat-11489	169	9	2576	2576	NUM
easat-11489	169	10	-	-	SYM
easat-11489	169	11	8484	8484	NUM
easat-11489	169	12	vol	vol	NOUN
easat-11489	169	13	.	.	PROPN
easat-11489	170	1	10	10	NUM
easat-11489	170	2	,	,	PUNCT
easat-11489	170	3	no	no	INTJ
easat-11489	170	4	.	.	NOUN
easat-11489	170	5	1	1	NUM
easat-11489	170	6	:	:	SYM
easat-11489	170	7	1	1	NUM
easat-11489	170	8	-	-	SYM
easat-11489	170	9	15	15	NUM
easat-11489	170	10	,	,	PUNCT
easat-11489	170	11	2026	2026	NUM
easat-11489	170	12	doi	doi	NOUN
easat-11489	170	13	:	:	PUNCT
easat-11489	170	14	10.55214/2576	10.55214/2576	NUM
easat-11489	170	15	-	-	PUNCT
easat-11489	170	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	170	17	©	©	PROPN
easat-11489	170	18	2026	2026	NUM
easat-11489	170	19	by	by	ADP
easat-11489	170	20	the	the	DET
easat-11489	170	21	authors	author	NOUN
easat-11489	170	22	;	;	PUNCT
easat-11489	170	23	licensee	licensee	PROPN
easat-11489	170	24	learning	learning	NOUN
easat-11489	170	25	gate	gate	VERB
easat-11489	170	26	the	the	DET
easat-11489	170	27	results	result	NOUN
easat-11489	170	28	of	of	ADP
easat-11489	170	29	classification	classification	NOUN
easat-11489	170	30	using	use	VERB
easat-11489	170	31	pls	pls	PROPN
easat-11489	170	32	-	-	PUNCT
easat-11489	170	33	da	da	NOUN
easat-11489	170	34	and	and	CCONJ
easat-11489	170	35	svmc	svmc	ADJ
easat-11489	170	36	in	in	ADP
easat-11489	170	37	the	the	DET
easat-11489	170	38	calibration	calibration	NOUN
easat-11489	170	39	set	set	VERB
easat-11489	170	40	and	and	CCONJ
easat-11489	170	41	the	the	DET
easat-11489	170	42	prediction	prediction	NOUN
easat-11489	170	43	set	set	NOUN
easat-11489	170	44	showed	show	VERB
easat-11489	170	45	100	100	NUM
easat-11489	170	46	%	%	NOUN
easat-11489	170	47	accuracy	accuracy	NOUN
easat-11489	170	48	,	,	PUNCT
easat-11489	170	49	sensitivity	sensitivity	NOUN
easat-11489	170	50	,	,	PUNCT
easat-11489	170	51	and	and	CCONJ
easat-11489	170	52	specificity	specificity	NOUN
easat-11489	170	53	,	,	PUNCT
easat-11489	170	54	without	without	ADP
easat-11489	170	55	an	an	DET
easat-11489	170	56	error	error	NOUN
easat-11489	170	57	rate	rate	NOUN
easat-11489	170	58	(	(	PUNCT
easat-11489	170	59	%	%	INTJ
easat-11489	170	60	)	)	PUNCT
easat-11489	170	61	in	in	ADP
easat-11489	170	62	both	both	DET
easat-11489	170	63	sets	set	NOUN
easat-11489	170	64	,	,	PUNCT
easat-11489	170	65	indicating	indicate	VERB
easat-11489	170	66	that	that	SCONJ
easat-11489	170	67	pls	pls	PROPN
easat-11489	170	68	-	-	PUNCT
easat-11489	170	69	da	da	NOUN
easat-11489	170	70	provided	provide	VERB
easat-11489	170	71	excellent	excellent	ADJ
easat-11489	170	72	performance	performance	NOUN
easat-11489	170	73	for	for	ADP
easat-11489	170	74	classification	classification	NOUN
easat-11489	170	75	.	.	PUNCT
easat-11489	171	1	the	the	DET
easat-11489	171	2	combination	combination	NOUN
easat-11489	171	3	of	of	ADP
easat-11489	171	4	the	the	DET
easat-11489	171	5	1st	1st	ADJ
easat-11489	171	6	derivative	derivative	NOUN
easat-11489	171	7	with	with	ADP
easat-11489	171	8	the	the	DET
easat-11489	171	9	snv	snv	PROPN
easat-11489	171	10	spectral	spectral	PROPN
easat-11489	171	11	pretreatment	pretreatment	NOUN
easat-11489	171	12	method	method	NOUN
easat-11489	171	13	was	be	AUX
easat-11489	171	14	therefore	therefore	ADV
easat-11489	171	15	selected	select	VERB
easat-11489	171	16	for	for	ADP
easat-11489	171	17	classifying	classify	VERB
easat-11489	171	18	pure	pure	ADJ
easat-11489	171	19	white	white	ADJ
easat-11489	171	20	pepper	pepper	NOUN
easat-11489	171	21	powder	powder	NOUN
easat-11489	171	22	and	and	CCONJ
easat-11489	171	23	adulterated	adulterate	VERB
easat-11489	171	24	white	white	ADJ
easat-11489	171	25	pepper	pepper	NOUN
easat-11489	171	26	powder	powder	NOUN
easat-11489	171	27	using	use	VERB
easat-11489	171	28	svmc	svmc	NOUN
easat-11489	171	29	with	with	ADP
easat-11489	171	30	the	the	DET
easat-11489	171	31	nu	nu	ADJ
easat-11489	171	32	parameter	parameter	NOUN
easat-11489	171	33	of	of	ADP
easat-11489	171	34	0.5	0.5	NUM
easat-11489	171	35	and	and	CCONJ
easat-11489	171	36	the	the	DET
easat-11489	171	37	kernel	kernel	PROPN
easat-11489	171	38	function	function	PROPN
easat-11489	171	39	parameter	parameter	PROPN
easat-11489	171	40	gamma	gamma	PROPN
easat-11489	171	41	(	(	PUNCT
easat-11489	171	42	γ	γ	PROPN
easat-11489	171	43	)	)	PUNCT
easat-11489	171	44	of	of	ADP
easat-11489	171	45	0.01	0.01	NUM
easat-11489	171	46	.	.	PUNCT
easat-11489	172	1	the	the	DET
easat-11489	172	2	classification	classification	NOUN
easat-11489	172	3	results	result	NOUN
easat-11489	172	4	showed	show	VERB
easat-11489	172	5	97.37	97.37	NUM
easat-11489	172	6	%	%	NOUN
easat-11489	172	7	accuracy	accuracy	NOUN
easat-11489	172	8	,	,	PUNCT
easat-11489	172	9	94.59	94.59	NUM
easat-11489	172	10	%	%	NOUN
easat-11489	172	11	sensitivity	sensitivity	NOUN
easat-11489	172	12	,	,	PUNCT
easat-11489	172	13	100	100	NUM
easat-11489	172	14	%	%	NOUN
easat-11489	172	15	specificity	specificity	NOUN
easat-11489	172	16	,	,	PUNCT
easat-11489	172	17	and	and	CCONJ
easat-11489	172	18	a	a	DET
easat-11489	172	19	2.63	2.63	NUM
easat-11489	172	20	%	%	NOUN
easat-11489	172	21	error	error	NOUN
easat-11489	172	22	rate	rate	NOUN
easat-11489	172	23	in	in	ADP
easat-11489	172	24	the	the	DET
easat-11489	172	25	calibration	calibration	NOUN
easat-11489	172	26	set	set	NOUN
easat-11489	172	27	,	,	PUNCT
easat-11489	172	28	and	and	CCONJ
easat-11489	172	29	96.97	96.97	NUM
easat-11489	172	30	%	%	NOUN
easat-11489	172	31	accuracy	accuracy	NOUN
easat-11489	172	32	,	,	PUNCT
easat-11489	172	33	93.75	93.75	NUM
easat-11489	172	34	%	%	NOUN
easat-11489	172	35	sensitivity	sensitivity	NOUN
easat-11489	172	36	,	,	PUNCT
easat-11489	172	37	100	100	NUM
easat-11489	172	38	%	%	NOUN
easat-11489	172	39	specificity	specificity	NOUN
easat-11489	172	40	,	,	PUNCT
easat-11489	172	41	and	and	CCONJ
easat-11489	172	42	a	a	DET
easat-11489	172	43	3.03	3.03	NUM
easat-11489	172	44	%	%	NOUN
easat-11489	172	45	error	error	NOUN
easat-11489	172	46	rate	rate	NOUN
easat-11489	172	47	in	in	ADP
easat-11489	172	48	the	the	DET
easat-11489	172	49	prediction	prediction	NOUN
easat-11489	172	50	set	set	NOUN
easat-11489	172	51	.	.	PUNCT
easat-11489	173	1	these	these	DET
easat-11489	173	2	results	result	NOUN
easat-11489	173	3	indicate	indicate	VERB
easat-11489	173	4	that	that	SCONJ
easat-11489	173	5	svmc	svmc	ADJ
easat-11489	173	6	provided	provide	VERB
easat-11489	173	7	good	good	ADJ
easat-11489	173	8	performance	performance	NOUN
easat-11489	173	9	for	for	ADP
easat-11489	173	10	classification	classification	NOUN
easat-11489	173	11	(	(	PUNCT
easat-11489	173	12	table	table	NOUN
easat-11489	173	13	3	3	NUM
easat-11489	173	14	)	)	PUNCT
easat-11489	173	15	.	.	PUNCT
easat-11489	174	1	from	from	ADP
easat-11489	174	2	these	these	DET
easat-11489	174	3	results	result	NOUN
easat-11489	174	4	,	,	PUNCT
easat-11489	174	5	it	it	PRON
easat-11489	174	6	was	be	AUX
easat-11489	174	7	shown	show	VERB
easat-11489	174	8	that	that	SCONJ
easat-11489	174	9	pls	pls	PROPN
easat-11489	174	10	-	-	PUNCT
easat-11489	174	11	da	da	PROPN
easat-11489	174	12	was	be	AUX
easat-11489	174	13	more	more	ADV
easat-11489	174	14	effective	effective	ADJ
easat-11489	174	15	for	for	ADP
easat-11489	174	16	differentiating	differentiate	VERB
easat-11489	174	17	between	between	ADP
easat-11489	174	18	the	the	DET
easat-11489	174	19	pure	pure	ADJ
easat-11489	174	20	white	white	ADJ
easat-11489	174	21	pepper	pepper	NOUN
easat-11489	174	22	powder	powder	NOUN
easat-11489	174	23	and	and	CCONJ
easat-11489	174	24	the	the	DET
easat-11489	174	25	adulterated	adulterate	VERB
easat-11489	174	26	white	white	ADJ
easat-11489	174	27	pepper	pepper	NOUN
easat-11489	174	28	powder	powder	NOUN
easat-11489	174	29	than	than	ADP
easat-11489	174	30	svmc	svmc	ADJ
easat-11489	174	31	.	.	PUNCT
easat-11489	175	1	figure	figure	NOUN
easat-11489	175	2	4	4	NUM
easat-11489	175	3	.	.	PUNCT
easat-11489	176	1	the	the	DET
easat-11489	176	2	classification	classification	NOUN
easat-11489	176	3	for	for	ADP
easat-11489	176	4	the	the	DET
easat-11489	176	5	pure	pure	ADJ
easat-11489	176	6	white	white	ADJ
easat-11489	176	7	pepper	pepper	NOUN
easat-11489	176	8	powder	powder	NOUN
easat-11489	176	9	samples	sample	NOUN
easat-11489	176	10	(	(	PUNCT
easat-11489	176	11	0	0	NUM
easat-11489	176	12	)	)	PUNCT
easat-11489	176	13	and	and	CCONJ
easat-11489	176	14	the	the	DET
easat-11489	176	15	adulterated	adulterate	VERB
easat-11489	176	16	white	white	ADJ
easat-11489	176	17	pepper	pepper	NOUN
easat-11489	176	18	powder	powder	NOUN
easat-11489	176	19	samples	sample	NOUN
easat-11489	176	20	(	(	PUNCT
easat-11489	176	21	1	1	X
easat-11489	176	22	)	)	PUNCT
easat-11489	176	23	using	use	VERB
easat-11489	176	24	pls	pls	NOUN
easat-11489	176	25	-	-	PUNCT
easat-11489	176	26	da	da	NOUN
easat-11489	176	27	in	in	ADP
easat-11489	176	28	both	both	CCONJ
easat-11489	176	29	the	the	DET
easat-11489	176	30	calibration	calibration	NOUN
easat-11489	176	31	set	set	NOUN
easat-11489	176	32	(	(	PUNCT
easat-11489	176	33	a	a	NOUN
easat-11489	176	34	)	)	PUNCT
easat-11489	176	35	and	and	CCONJ
easat-11489	176	36	the	the	DET
easat-11489	176	37	prediction	prediction	NOUN
easat-11489	176	38	set	set	NOUN
easat-11489	176	39	(	(	PUNCT
easat-11489	176	40	b	b	NOUN
easat-11489	176	41	)	)	PUNCT
easat-11489	176	42	.	.	PUNCT
easat-11489	177	1	the	the	DET
easat-11489	177	2	scatter	scatter	NOUN
easat-11489	177	3	plots	plot	NOUN
easat-11489	177	4	of	of	ADP
easat-11489	177	5	classification	classification	NOUN
easat-11489	177	6	between	between	ADP
easat-11489	177	7	the	the	DET
easat-11489	177	8	pure	pure	ADJ
easat-11489	177	9	white	white	ADJ
easat-11489	177	10	pepper	pepper	NOUN
easat-11489	177	11	powder	powder	NOUN
easat-11489	177	12	samples	sample	NOUN
easat-11489	177	13	(	(	PUNCT
easat-11489	177	14	0	0	NUM
easat-11489	177	15	)	)	PUNCT
easat-11489	177	16	and	and	CCONJ
easat-11489	177	17	the	the	DET
easat-11489	177	18	adulterated	adulterate	VERB
easat-11489	177	19	white	white	ADJ
easat-11489	177	20	pepper	pepper	NOUN
easat-11489	177	21	powder	powder	NOUN
easat-11489	177	22	samples	sample	NOUN
easat-11489	177	23	(	(	PUNCT
easat-11489	177	24	1	1	X
easat-11489	177	25	)	)	PUNCT
easat-11489	177	26	using	use	VERB
easat-11489	177	27	pls	pls	NOUN
easat-11489	177	28	-	-	PUNCT
easat-11489	177	29	da	da	PROPN
easat-11489	177	30	are	be	AUX
easat-11489	177	31	shown	show	VERB
easat-11489	177	32	in	in	ADP
easat-11489	177	33	figure	figure	NOUN
easat-11489	177	34	4	4	NUM
easat-11489	177	35	.	.	PUNCT
easat-11489	178	1	the	the	DET
easat-11489	178	2	cutoff	cutoff	NOUN
easat-11489	178	3	value	value	NOUN
easat-11489	178	4	of	of	ADP
easat-11489	178	5	0.5	0.5	NUM
easat-11489	178	6	was	be	AUX
easat-11489	178	7	used	use	VERB
easat-11489	178	8	for	for	ADP
easat-11489	178	9	classification	classification	NOUN
easat-11489	178	10	.	.	PUNCT
easat-11489	179	1	if	if	SCONJ
easat-11489	179	2	the	the	DET
easat-11489	179	3	predicted	predict	VERB
easat-11489	179	4	value	value	NOUN
easat-11489	179	5	of	of	ADP
easat-11489	179	6	each	each	DET
easat-11489	179	7	sample	sample	NOUN
easat-11489	179	8	was	be	AUX
easat-11489	179	9	equal	equal	ADJ
easat-11489	179	10	to	to	ADP
easat-11489	179	11	or	or	CCONJ
easat-11489	179	12	less	less	ADJ
easat-11489	179	13	than	than	ADP
easat-11489	179	14	0.5	0.5	NUM
easat-11489	179	15	,	,	PUNCT
easat-11489	179	16	it	it	PRON
easat-11489	179	17	was	be	AUX
easat-11489	179	18	classified	classify	VERB
easat-11489	179	19	as	as	ADP
easat-11489	179	20	a	a	DET
easat-11489	179	21	pure	pure	ADJ
easat-11489	179	22	white	white	ADJ
easat-11489	179	23	pepper	pepper	NOUN
easat-11489	179	24	powder	powder	NOUN
easat-11489	179	25	sample	sample	NOUN
easat-11489	179	26	,	,	PUNCT
easat-11489	179	27	while	while	SCONJ
easat-11489	179	28	if	if	SCONJ
easat-11489	179	29	the	the	DET
easat-11489	179	30	predicted	predict	VERB
easat-11489	179	31	value	value	NOUN
easat-11489	179	32	was	be	AUX
easat-11489	179	33	higher	high	ADJ
easat-11489	179	34	than	than	ADP
easat-11489	179	35	0.5	0.5	NUM
easat-11489	179	36	,	,	PUNCT
easat-11489	179	37	it	it	PRON
easat-11489	179	38	was	be	AUX
easat-11489	179	39	classified	classify	VERB
easat-11489	179	40	as	as	ADP
easat-11489	179	41	an	an	DET
easat-11489	179	42	adulterated	adulterate	VERB
easat-11489	179	43	white	white	ADJ
easat-11489	179	44	pepper	pepper	NOUN
easat-11489	179	45	powder	powder	NOUN
easat-11489	179	46	sample	sample	NOUN
easat-11489	179	47	.	.	PUNCT
easat-11489	180	1	the	the	DET
easat-11489	180	2	results	result	NOUN
easat-11489	180	3	demonstrated	demonstrate	VERB
easat-11489	180	4	that	that	SCONJ
easat-11489	180	5	pls	pls	NOUN
easat-11489	180	6	-	-	PUNCT
easat-11489	180	7	da	da	NOUN
easat-11489	180	8	,	,	PUNCT
easat-11489	180	9	when	when	SCONJ
easat-11489	180	10	using	use	VERB
easat-11489	180	11	the	the	DET
easat-11489	180	12	original	original	ADJ
easat-11489	180	13	spectral	spectral	ADJ
easat-11489	180	14	data	datum	NOUN
easat-11489	180	15	of	of	ADP
easat-11489	180	16	samples	sample	NOUN
easat-11489	180	17	,	,	PUNCT
easat-11489	180	18	achieved	achieve	VERB
easat-11489	180	19	perfect	perfect	ADJ
easat-11489	180	20	classification	classification	NOUN
easat-11489	180	21	in	in	ADP
easat-11489	180	22	both	both	CCONJ
easat-11489	180	23	the	the	DET
easat-11489	180	24	calibration	calibration	NOUN
easat-11489	180	25	and	and	CCONJ
easat-11489	180	26	prediction	prediction	NOUN
easat-11489	180	27	sets	set	NOUN
easat-11489	180	28	.	.	PUNCT
easat-11489	181	1	3.4	3.4	NUM
easat-11489	181	2	.	.	PUNCT
easat-11489	181	3	acquisition	acquisition	NOUN
easat-11489	181	4	from	from	ADP
easat-11489	181	5	quantitative	quantitative	ADJ
easat-11489	181	6	analysis	analysis	NOUN
easat-11489	181	7	both	both	CCONJ
easat-11489	181	8	the	the	DET
easat-11489	181	9	calibration	calibration	NOUN
easat-11489	181	10	set	set	NOUN
easat-11489	181	11	(	(	PUNCT
easat-11489	181	12	n=85	n=85	PROPN
easat-11489	181	13	)	)	PUNCT
easat-11489	181	14	and	and	CCONJ
easat-11489	181	15	the	the	DET
easat-11489	181	16	prediction	prediction	NOUN
easat-11489	181	17	set	set	NOUN
easat-11489	181	18	(	(	PUNCT
easat-11489	181	19	n=37	n=37	PROPN
easat-11489	181	20	)	)	PUNCT
easat-11489	181	21	for	for	ADP
easat-11489	181	22	quantitative	quantitative	ADJ
easat-11489	181	23	analysis	analysis	NOUN
easat-11489	181	24	using	use	VERB
easat-11489	181	25	plsr	plsr	NOUN
easat-11489	181	26	and	and	CCONJ
easat-11489	181	27	svmr	svmr	VERB
easat-11489	181	28	contained	contain	VERB
easat-11489	181	29	samples	sample	NOUN
easat-11489	181	30	characterized	characterize	VERB
easat-11489	181	31	by	by	ADP
easat-11489	181	32	the	the	DET
easat-11489	181	33	level	level	NOUN
easat-11489	181	34	of	of	ADP
easat-11489	181	35	roasted	roasted	ADJ
easat-11489	181	36	sticky	sticky	ADJ
easat-11489	181	37	rice	rice	NOUN
easat-11489	181	38	powder	powder	NOUN
easat-11489	181	39	in	in	ADP
easat-11489	181	40	the	the	DET
easat-11489	181	41	adulterated	adulterate	VERB
easat-11489	181	42	white	white	ADJ
easat-11489	181	43	pepper	pepper	NOUN
easat-11489	181	44	powder	powder	NOUN
easat-11489	181	45	.	.	PUNCT
easat-11489	182	1	the	the	DET
easat-11489	182	2	characteristics	characteristic	NOUN
easat-11489	182	3	of	of	ADP
easat-11489	182	4	these	these	DET
easat-11489	182	5	samples	sample	NOUN
easat-11489	182	6	in	in	ADP
easat-11489	182	7	both	both	CCONJ
easat-11489	182	8	the	the	DET
easat-11489	182	9	calibration	calibration	NOUN
easat-11489	182	10	and	and	CCONJ
easat-11489	182	11	prediction	prediction	NOUN
easat-11489	182	12	sets	set	NOUN
easat-11489	182	13	exhibited	exhibit	VERB
easat-11489	182	14	a	a	DET
easat-11489	182	15	well	well	NOUN
easat-11489	182	16	-	-	PUNCT
easat-11489	182	17	distribution	distribution	NOUN
easat-11489	182	18	of	of	ADP
easat-11489	182	19	data	datum	NOUN
easat-11489	182	20	,	,	PUNCT
easat-11489	182	21	as	as	SCONJ
easat-11489	182	22	evidenced	evidence	VERB
easat-11489	182	23	by	by	ADP
easat-11489	182	24	their	their	PRON
easat-11489	182	25	similar	similar	ADJ
easat-11489	182	26	mean	mean	NOUN
easat-11489	182	27	and	and	CCONJ
easat-11489	182	28	standard	standard	ADJ
easat-11489	182	29	deviation	deviation	NOUN
easat-11489	182	30	values	value	NOUN
easat-11489	182	31	(	(	PUNCT
easat-11489	182	32	table	table	NOUN
easat-11489	182	33	4	4	NUM
easat-11489	182	34	)	)	PUNCT
easat-11489	182	35	.	.	PUNCT
easat-11489	183	1	11	11	NUM
easat-11489	183	2	edelweiss	edelweiss	PROPN
easat-11489	183	3	applied	apply	VERB
easat-11489	183	4	science	science	NOUN
easat-11489	183	5	and	and	CCONJ
easat-11489	183	6	technology	technology	NOUN
easat-11489	183	7	issn	issn	PROPN
easat-11489	183	8	:	:	PUNCT
easat-11489	183	9	2576	2576	NUM
easat-11489	183	10	-	-	SYM
easat-11489	183	11	8484	8484	NUM
easat-11489	183	12	vol	vol	NOUN
easat-11489	183	13	.	.	PROPN
easat-11489	184	1	10	10	NUM
easat-11489	184	2	,	,	PUNCT
easat-11489	184	3	no	no	INTJ
easat-11489	184	4	.	.	NOUN
easat-11489	184	5	1	1	NUM
easat-11489	184	6	:	:	SYM
easat-11489	184	7	1	1	NUM
easat-11489	184	8	-	-	SYM
easat-11489	184	9	15	15	NUM
easat-11489	184	10	,	,	PUNCT
easat-11489	184	11	2026	2026	NUM
easat-11489	184	12	doi	doi	NOUN
easat-11489	184	13	:	:	PUNCT
easat-11489	184	14	10.55214/2576	10.55214/2576	NUM
easat-11489	184	15	-	-	PUNCT
easat-11489	184	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	184	17	©	©	PROPN
easat-11489	184	18	2026	2026	NUM
easat-11489	184	19	by	by	ADP
easat-11489	184	20	the	the	DET
easat-11489	184	21	authors	author	NOUN
easat-11489	184	22	;	;	PUNCT
easat-11489	184	23	licensee	licensee	PROPN
easat-11489	184	24	learning	learn	VERB
easat-11489	184	25	gate	gate	NOUN
easat-11489	184	26	table	table	NOUN
easat-11489	184	27	4	4	NUM
easat-11489	184	28	.	.	PUNCT
easat-11489	185	1	the	the	DET
easat-11489	185	2	characteristics	characteristic	NOUN
easat-11489	185	3	of	of	ADP
easat-11489	185	4	the	the	DET
easat-11489	185	5	level	level	NOUN
easat-11489	185	6	of	of	ADP
easat-11489	185	7	the	the	DET
easat-11489	185	8	roasted	roasted	ADJ
easat-11489	185	9	sticky	sticky	ADJ
easat-11489	185	10	rice	rice	NOUN
easat-11489	185	11	powder	powder	NOUN
easat-11489	185	12	in	in	ADP
easat-11489	185	13	the	the	DET
easat-11489	185	14	adulterated	adulterate	VERB
easat-11489	185	15	white	white	ADJ
easat-11489	185	16	pepper	pepper	NOUN
easat-11489	185	17	powder	powder	NOUN
easat-11489	185	18	of	of	ADP
easat-11489	185	19	samples	sample	NOUN
easat-11489	185	20	in	in	ADP
easat-11489	185	21	the	the	DET
easat-11489	185	22	calibration	calibration	NOUN
easat-11489	185	23	and	and	CCONJ
easat-11489	185	24	prediction	prediction	NOUN
easat-11489	185	25	sets	set	NOUN
easat-11489	185	26	.	.	PUNCT
easat-11489	186	1	sets	set	VERB
easat-11489	186	2	sample	sample	NOUN
easat-11489	186	3	number	number	NOUN
easat-11489	186	4	minimum	minimum	NOUN
easat-11489	186	5	(	(	PUNCT
easat-11489	186	6	%	%	NOUN
easat-11489	186	7	)	)	PUNCT
easat-11489	186	8	maximum	maximum	ADJ
easat-11489	186	9	(	(	PUNCT
easat-11489	186	10	%	%	NOUN
easat-11489	186	11	)	)	PUNCT
easat-11489	186	12	mean	mean	NOUN
easat-11489	186	13	(	(	PUNCT
easat-11489	186	14	%	%	INTJ
easat-11489	186	15	)	)	PUNCT
easat-11489	186	16	standard	standard	ADJ
easat-11489	186	17	deviation	deviation	NOUN
easat-11489	186	18	(	(	PUNCT
easat-11489	186	19	%	%	INTJ
easat-11489	186	20	)	)	PUNCT
easat-11489	186	21	calibration	calibration	NOUN
easat-11489	186	22	85	85	NUM
easat-11489	186	23	0	0	NUM
easat-11489	186	24	100	100	NUM
easat-11489	186	25	49.83	49.83	NUM
easat-11489	186	26	29.26	29.26	NUM
easat-11489	186	27	prediction	prediction	NOUN
easat-11489	186	28	37	37	NUM
easat-11489	186	29	1	1	NUM
easat-11489	186	30	98	98	NUM
easat-11489	186	31	50.16	50.16	NUM
easat-11489	186	32	30.41	30.41	NUM
easat-11489	186	33	the	the	DET
easat-11489	186	34	various	various	ADJ
easat-11489	186	35	spectral	spectral	ADJ
easat-11489	186	36	pretreatment	pretreatment	NOUN
easat-11489	186	37	methods	method	NOUN
easat-11489	186	38	for	for	ADP
easat-11489	186	39	plsr	plsr	NOUN
easat-11489	186	40	results	result	NOUN
easat-11489	186	41	by	by	ADP
easat-11489	186	42	cross	cross	NOUN
easat-11489	186	43	-	-	ADJ
easat-11489	186	44	validation	validation	NOUN
easat-11489	186	45	showed	show	VERB
easat-11489	186	46	that	that	SCONJ
easat-11489	186	47	msc	msc	PROPN
easat-11489	186	48	spectral	spectral	PROPN
easat-11489	186	49	pretreatment	pretreatment	NOUN
easat-11489	186	50	obtained	obtain	VERB
easat-11489	186	51	the	the	DET
easat-11489	186	52	best	good	ADJ
easat-11489	186	53	performance	performance	NOUN
easat-11489	186	54	of	of	ADP
easat-11489	186	55	the	the	DET
easat-11489	186	56	calibration	calibration	NOUN
easat-11489	186	57	model	model	NOUN
easat-11489	186	58	,	,	PUNCT
easat-11489	186	59	with	with	ADP
easat-11489	186	60	the	the	DET
easat-11489	186	61	highest	high	ADJ
easat-11489	186	62	r2	r2	PROPN
easat-11489	186	63	cv	cv	PROPN
easat-11489	186	64	of	of	ADP
easat-11489	186	65	0.88	0.88	NUM
easat-11489	186	66	and	and	CCONJ
easat-11489	186	67	the	the	DET
easat-11489	186	68	lowest	low	ADJ
easat-11489	186	69	rmsecv	rmsecv	NOUN
easat-11489	186	70	of	of	ADP
easat-11489	186	71	10.46	10.46	NUM
easat-11489	186	72	%	%	NOUN
easat-11489	186	73	.	.	PUNCT
easat-11489	187	1	(	(	PUNCT
easat-11489	187	2	figure	figure	NOUN
easat-11489	187	3	5a	5a	NUM
easat-11489	187	4	)	)	PUNCT
easat-11489	187	5	.	.	PUNCT
easat-11489	188	1	therefore	therefore	ADV
easat-11489	188	2	,	,	PUNCT
easat-11489	188	3	msc	msc	PROPN
easat-11489	188	4	spectral	spectral	PROPN
easat-11489	188	5	pretreatment	pretreatment	NOUN
easat-11489	188	6	was	be	AUX
easat-11489	188	7	selected	select	VERB
easat-11489	188	8	for	for	ADP
easat-11489	188	9	creating	create	VERB
easat-11489	188	10	the	the	DET
easat-11489	188	11	plsr	plsr	ADJ
easat-11489	188	12	model	model	NOUN
easat-11489	188	13	.	.	PUNCT
easat-11489	189	1	additionally	additionally	ADV
easat-11489	189	2	,	,	PUNCT
easat-11489	189	3	the	the	DET
easat-11489	189	4	svmr	svmr	NOUN
easat-11489	189	5	results	result	VERB
easat-11489	189	6	by	by	ADP
easat-11489	189	7	cross	cross	ADJ
easat-11489	189	8	-	-	ADJ
easat-11489	189	9	validation	validation	NOUN
easat-11489	189	10	indicated	indicate	VERB
easat-11489	189	11	that	that	SCONJ
easat-11489	189	12	snv	snv	PROPN
easat-11489	189	13	spectral	spectral	PROPN
easat-11489	189	14	pretreatment	pretreatment	NOUN
easat-11489	189	15	provided	provide	VERB
easat-11489	189	16	the	the	DET
easat-11489	189	17	best	good	ADJ
easat-11489	189	18	performance	performance	NOUN
easat-11489	189	19	of	of	ADP
easat-11489	189	20	the	the	DET
easat-11489	189	21	calibration	calibration	NOUN
easat-11489	189	22	model	model	NOUN
easat-11489	189	23	,	,	PUNCT
easat-11489	189	24	with	with	ADP
easat-11489	189	25	the	the	DET
easat-11489	189	26	highest	high	ADJ
easat-11489	189	27	r2	r2	PROPN
easat-11489	189	28	cv	cv	PROPN
easat-11489	189	29	of	of	ADP
easat-11489	189	30	0.95	0.95	NUM
easat-11489	189	31	and	and	CCONJ
easat-11489	189	32	the	the	DET
easat-11489	189	33	lowest	low	ADJ
easat-11489	189	34	rmsecv	rmsecv	NOUN
easat-11489	189	35	of	of	ADP
easat-11489	189	36	7.54	7.54	NUM
easat-11489	189	37	%	%	NOUN
easat-11489	189	38	.	.	PUNCT
easat-11489	190	1	(	(	PUNCT
easat-11489	190	2	figure	figure	NOUN
easat-11489	190	3	5b	5b	NUM
easat-11489	190	4	)	)	PUNCT
easat-11489	190	5	.	.	PUNCT
easat-11489	191	1	consequently	consequently	ADV
easat-11489	191	2	,	,	PUNCT
easat-11489	191	3	snv	snv	PROPN
easat-11489	191	4	spectral	spectral	PROPN
easat-11489	191	5	pretreatment	pretreatment	NOUN
easat-11489	191	6	was	be	AUX
easat-11489	191	7	chosen	choose	VERB
easat-11489	191	8	for	for	ADP
easat-11489	191	9	developing	develop	VERB
easat-11489	191	10	the	the	DET
easat-11489	191	11	svmr	svmr	NOUN
easat-11489	191	12	model	model	NOUN
easat-11489	191	13	in	in	ADP
easat-11489	191	14	this	this	DET
easat-11489	191	15	study	study	NOUN
easat-11489	191	16	.	.	PUNCT
easat-11489	192	1	figure	figure	NOUN
easat-11489	192	2	5	5	NUM
easat-11489	192	3	.	.	PUNCT
easat-11489	193	1	spectral	spectral	ADJ
easat-11489	193	2	pretreatment	pretreatment	NOUN
easat-11489	193	3	methods	method	NOUN
easat-11489	193	4	for	for	ADP
easat-11489	193	5	establishing	establish	VERB
easat-11489	193	6	the	the	DET
easat-11489	193	7	plsr	plsr	ADJ
easat-11489	193	8	model	model	NOUN
easat-11489	193	9	(	(	PUNCT
easat-11489	193	10	a	a	NOUN
easat-11489	193	11	)	)	PUNCT
easat-11489	193	12	and	and	CCONJ
easat-11489	193	13	the	the	DET
easat-11489	193	14	svmr	svmr	NOUN
easat-11489	193	15	model	model	NOUN
easat-11489	193	16	(	(	PUNCT
easat-11489	193	17	b	b	NOUN
easat-11489	193	18	)	)	PUNCT
easat-11489	193	19	.	.	PUNCT
easat-11489	194	1	12	12	NUM
easat-11489	194	2	edelweiss	edelweiss	PROPN
easat-11489	194	3	applied	apply	VERB
easat-11489	194	4	science	science	NOUN
easat-11489	194	5	and	and	CCONJ
easat-11489	194	6	technology	technology	NOUN
easat-11489	194	7	issn	issn	PROPN
easat-11489	194	8	:	:	PUNCT
easat-11489	194	9	2576	2576	NUM
easat-11489	194	10	-	-	SYM
easat-11489	194	11	8484	8484	NUM
easat-11489	194	12	vol	vol	NOUN
easat-11489	194	13	.	.	PROPN
easat-11489	195	1	10	10	NUM
easat-11489	195	2	,	,	PUNCT
easat-11489	195	3	no	no	INTJ
easat-11489	195	4	.	.	NOUN
easat-11489	195	5	1	1	NUM
easat-11489	195	6	:	:	SYM
easat-11489	195	7	1	1	NUM
easat-11489	195	8	-	-	SYM
easat-11489	195	9	15	15	NUM
easat-11489	195	10	,	,	PUNCT
easat-11489	195	11	2026	2026	NUM
easat-11489	195	12	doi	doi	NOUN
easat-11489	195	13	:	:	PUNCT
easat-11489	195	14	10.55214/2576	10.55214/2576	NUM
easat-11489	195	15	-	-	PUNCT
easat-11489	195	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	195	17	©	©	PROPN
easat-11489	195	18	2026	2026	NUM
easat-11489	195	19	by	by	ADP
easat-11489	195	20	the	the	DET
easat-11489	195	21	authors	author	NOUN
easat-11489	195	22	;	;	PUNCT
easat-11489	195	23	licensee	licensee	PROPN
easat-11489	195	24	learning	learn	VERB
easat-11489	195	25	gate	gate	NOUN
easat-11489	195	26	table	table	NOUN
easat-11489	195	27	5	5	NUM
easat-11489	195	28	.	.	PUNCT
easat-11489	196	1	performance	performance	NOUN
easat-11489	196	2	of	of	ADP
easat-11489	196	3	the	the	DET
easat-11489	196	4	plsr	plsr	PROPN
easat-11489	196	5	model	model	NOUN
easat-11489	196	6	and	and	CCONJ
easat-11489	196	7	the	the	DET
easat-11489	196	8	svmr	svmr	NOUN
easat-11489	196	9	model	model	NOUN
easat-11489	196	10	in	in	ADP
easat-11489	196	11	the	the	DET
easat-11489	196	12	calibration	calibration	NOUN
easat-11489	196	13	set	set	VERB
easat-11489	196	14	and	and	CCONJ
easat-11489	196	15	the	the	DET
easat-11489	196	16	prediction	prediction	NOUN
easat-11489	196	17	set	set	NOUN
easat-11489	196	18	.	.	PUNCT
easat-11489	197	1	methods	method	NOUN
easat-11489	197	2	pretreatment	pretreatment	NOUN
easat-11489	197	3	factors	factor	NOUN
easat-11489	197	4	r2	r2	PROPN
easat-11489	197	5	c	c	PROPN
easat-11489	197	6	r2	r2	PROPN
easat-11489	198	1	p	p	PROPN
easat-11489	198	2	rmsec	rmsec	PROPN
easat-11489	198	3	rmsep	rmsep	NOUN
easat-11489	198	4	(	(	PUNCT
easat-11489	198	5	%	%	INTJ
easat-11489	198	6	)	)	PUNCT
easat-11489	198	7	(	(	PUNCT
easat-11489	198	8	%	%	INTJ
easat-11489	198	9	)	)	PUNCT
easat-11489	198	10	plsr	plsr	NOUN
easat-11489	198	11	msc	msc	PROPN
easat-11489	198	12	1	1	NUM
easat-11489	199	1	0.88	0.88	NUM
easat-11489	199	2	0.88	0.88	NUM
easat-11489	199	3	10.15	10.15	NUM
easat-11489	199	4	10.12	10.12	NUM
easat-11489	199	5	svmr	svmr	NOUN
easat-11489	199	6	snv	snv	PROPN
easat-11489	199	7	c	c	PROPN
easat-11489	199	8			NUM
easat-11489	199	9	0.96	0.96	NUM
easat-11489	199	10	0.95	0.95	NUM
easat-11489	199	11	6.49	6.49	NUM
easat-11489	199	12	6.82	6.82	NUM
easat-11489	199	13	0.1	0.1	NUM
easat-11489	199	14	0.01	0.01	NUM
easat-11489	199	15	note	note	NOUN
easat-11489	199	16	:	:	PUNCT
easat-11489	199	17	plsr	plsr	PROPN
easat-11489	199	18	=	=	SYM
easat-11489	200	1	partial	partial	ADJ
easat-11489	200	2	least	least	ADJ
easat-11489	200	3	squares	square	NOUN
easat-11489	200	4	regression	regression	NOUN
easat-11489	200	5	svmr	svmr	NOUN
easat-11489	200	6	=	=	NOUN
easat-11489	200	7	support	support	NOUN
easat-11489	200	8	vector	vector	NOUN
easat-11489	200	9	machine	machine	NOUN
easat-11489	200	10	regression	regression	NOUN
easat-11489	200	11	msc	msc	PROPN
easat-11489	200	12	=	=	SYM
easat-11489	200	13	multiplicative	multiplicative	ADJ
easat-11489	200	14	scatter	scatter	NOUN
easat-11489	200	15	correction	correction	NOUN
easat-11489	200	16	snv	snv	PROPN
easat-11489	200	17	=	=	SYM
easat-11489	200	18	standard	standard	ADJ
easat-11489	200	19	normal	normal	ADJ
easat-11489	200	20	variate	variate	NOUN
easat-11489	200	21	r²c	r²c	NOUN
easat-11489	200	22	=	=	PUNCT
easat-11489	200	23	coefficient	coefficient	NOUN
easat-11489	200	24	of	of	ADP
easat-11489	200	25	determination	determination	NOUN
easat-11489	200	26	of	of	ADP
easat-11489	200	27	calibration	calibration	NOUN
easat-11489	200	28	rmsec	rmsec	NOUN
easat-11489	200	29	=	=	NOUN
easat-11489	200	30	root	root	NOUN
easat-11489	200	31	mean	mean	VERB
easat-11489	200	32	square	square	ADJ
easat-11489	200	33	error	error	NOUN
easat-11489	200	34	of	of	ADP
easat-11489	200	35	calibration	calibration	NOUN
easat-11489	200	36	r²p	r²p	NOUN
easat-11489	200	37	=	=	PUNCT
easat-11489	201	1	coefficient	coefficient	NOUN
easat-11489	201	2	of	of	ADP
easat-11489	201	3	determination	determination	NOUN
easat-11489	201	4	of	of	ADP
easat-11489	201	5	prediction	prediction	NOUN
easat-11489	201	6	rmsep	rmsep	NOUN
easat-11489	201	7	=	=	PUNCT
easat-11489	202	1	root	root	NOUN
easat-11489	202	2	mean	mean	VERB
easat-11489	202	3	square	square	ADJ
easat-11489	202	4	error	error	NOUN
easat-11489	202	5	of	of	ADP
easat-11489	202	6	prediction	prediction	NOUN
easat-11489	202	7	c	c	NOUN
easat-11489	202	8	=	=	PUNCT
easat-11489	202	9	penalty	penalty	NOUN
easat-11489	202	10	factor	factor	NOUN
easat-11489	202	11			NUM
easat-11489	202	12	=	=	PUNCT
easat-11489	202	13	kernel	kernel	PROPN
easat-11489	202	14	function	function	PROPN
easat-11489	202	15	parameter	parameter	PROPN
easat-11489	202	16	gamma	gamma	PROPN
easat-11489	202	17	.	.	PUNCT
easat-11489	203	1	the	the	DET
easat-11489	203	2	plsr	plsr	PROPN
easat-11489	203	3	model	model	NOUN
easat-11489	203	4	,	,	PUNCT
easat-11489	203	5	developed	develop	VERB
easat-11489	203	6	using	use	VERB
easat-11489	203	7	msc	msc	PROPN
easat-11489	203	8	spectral	spectral	PROPN
easat-11489	203	9	pretreatment	pretreatment	NOUN
easat-11489	203	10	,	,	PUNCT
easat-11489	203	11	yielded	yield	VERB
easat-11489	203	12	an	an	DET
easat-11489	203	13	r2	r2	NOUN
easat-11489	203	14	p	p	NOUN
easat-11489	203	15	of	of	ADP
easat-11489	203	16	0.88	0.88	NUM
easat-11489	203	17	and	and	CCONJ
easat-11489	203	18	an	an	DET
easat-11489	203	19	rmsep	rmsep	NOUN
easat-11489	203	20	of	of	ADP
easat-11489	203	21	10.12	10.12	NUM
easat-11489	203	22	%	%	NOUN
easat-11489	203	23	.	.	PUNCT
easat-11489	204	1	in	in	ADP
easat-11489	204	2	contrast	contrast	NOUN
easat-11489	204	3	,	,	PUNCT
easat-11489	204	4	the	the	DET
easat-11489	204	5	svmr	svmr	NOUN
easat-11489	204	6	model	model	NOUN
easat-11489	204	7	,	,	PUNCT
easat-11489	204	8	developed	develop	VERB
easat-11489	204	9	using	use	VERB
easat-11489	204	10	snv	snv	PROPN
easat-11489	204	11	spectral	spectral	ADJ
easat-11489	204	12	pretreatment	pretreatment	NOUN
easat-11489	204	13	,	,	PUNCT
easat-11489	204	14	achieved	achieve	VERB
easat-11489	204	15	an	an	DET
easat-11489	204	16	r2	r2	PROPN
easat-11489	204	17	p	p	NOUN
easat-11489	204	18	of	of	ADP
easat-11489	204	19	0.95	0.95	NUM
easat-11489	204	20	and	and	CCONJ
easat-11489	204	21	an	an	DET
easat-11489	204	22	rmsep	rmsep	NOUN
easat-11489	204	23	of	of	ADP
easat-11489	204	24	6.82	6.82	NUM
easat-11489	204	25	%	%	NOUN
easat-11489	204	26	.	.	PUNCT
easat-11489	205	1	therefore	therefore	ADV
easat-11489	205	2	,	,	PUNCT
easat-11489	205	3	the	the	DET
easat-11489	205	4	svmr	svmr	NOUN
easat-11489	205	5	model	model	NOUN
easat-11489	205	6	was	be	AUX
easat-11489	205	7	demonstrated	demonstrate	VERB
easat-11489	205	8	to	to	PART
easat-11489	205	9	be	be	AUX
easat-11489	205	10	more	more	ADV
easat-11489	205	11	accurate	accurate	ADJ
easat-11489	205	12	in	in	ADP
easat-11489	205	13	determining	determine	VERB
easat-11489	205	14	the	the	DET
easat-11489	205	15	level	level	NOUN
easat-11489	205	16	of	of	ADP
easat-11489	205	17	roasted	roasted	ADJ
easat-11489	205	18	sticky	sticky	ADJ
easat-11489	205	19	rice	rice	NOUN
easat-11489	205	20	powder	powder	NOUN
easat-11489	205	21	in	in	ADP
easat-11489	205	22	adulterated	adulterate	VERB
easat-11489	205	23	white	white	ADJ
easat-11489	205	24	pepper	pepper	NOUN
easat-11489	205	25	powder	powder	NOUN
easat-11489	205	26	(	(	PUNCT
easat-11489	205	27	table	table	NOUN
easat-11489	205	28	5	5	NUM
easat-11489	205	29	)	)	PUNCT
easat-11489	205	30	.	.	PUNCT
easat-11489	206	1	figure	figure	VERB
easat-11489	206	2	6	6	NUM
easat-11489	206	3	.	.	PUNCT
easat-11489	207	1	the	the	DET
easat-11489	207	2	scatter	scatter	NOUN
easat-11489	207	3	plots	plot	NOUN
easat-11489	207	4	of	of	ADP
easat-11489	207	5	the	the	DET
easat-11489	207	6	actual	actual	ADJ
easat-11489	207	7	value	value	NOUN
easat-11489	207	8	and	and	CCONJ
easat-11489	207	9	the	the	DET
easat-11489	207	10	predicted	predict	VERB
easat-11489	207	11	value	value	NOUN
easat-11489	207	12	of	of	ADP
easat-11489	207	13	the	the	DET
easat-11489	207	14	level	level	NOUN
easat-11489	207	15	of	of	ADP
easat-11489	207	16	roasted	roasted	ADJ
easat-11489	207	17	sticky	sticky	ADJ
easat-11489	207	18	rice	rice	NOUN
easat-11489	207	19	powder	powder	NOUN
easat-11489	207	20	in	in	ADP
easat-11489	207	21	adulterated	adulterate	VERB
easat-11489	207	22	white	white	ADJ
easat-11489	207	23	pepper	pepper	NOUN
easat-11489	207	24	powder	powder	NOUN
easat-11489	207	25	using	use	VERB
easat-11489	207	26	the	the	DET
easat-11489	207	27	svmr	svmr	NOUN
easat-11489	207	28	model	model	NOUN
easat-11489	207	29	in	in	ADP
easat-11489	207	30	the	the	DET
easat-11489	207	31	calibration	calibration	NOUN
easat-11489	207	32	set	set	NOUN
easat-11489	207	33	(	(	PUNCT
easat-11489	207	34	a	a	NOUN
easat-11489	207	35	)	)	PUNCT
easat-11489	207	36	and	and	CCONJ
easat-11489	207	37	the	the	DET
easat-11489	207	38	prediction	prediction	NOUN
easat-11489	207	39	set	set	NOUN
easat-11489	207	40	(	(	PUNCT
easat-11489	207	41	b	b	NOUN
easat-11489	207	42	)	)	PUNCT
easat-11489	207	43	.	.	PUNCT
easat-11489	208	1	the	the	DET
easat-11489	208	2	performance	performance	NOUN
easat-11489	208	3	of	of	ADP
easat-11489	208	4	the	the	DET
easat-11489	208	5	data	datum	NOUN
easat-11489	208	6	from	from	ADP
easat-11489	208	7	the	the	DET
easat-11489	208	8	svmr	svmr	NOUN
easat-11489	208	9	model	model	NOUN
easat-11489	208	10	closely	closely	ADV
easat-11489	208	11	aligned	align	VERB
easat-11489	208	12	along	along	ADP
easat-11489	208	13	the	the	DET
easat-11489	208	14	45	45	NUM
easat-11489	208	15	-	-	PUNCT
easat-11489	208	16	degree	degree	NOUN
easat-11489	208	17	reference	reference	NOUN
easat-11489	208	18	line	line	NOUN
easat-11489	208	19	,	,	PUNCT
easat-11489	208	20	indicating	indicate	VERB
easat-11489	208	21	a	a	DET
easat-11489	208	22	strong	strong	ADJ
easat-11489	208	23	agreement	agreement	NOUN
easat-11489	208	24	between	between	ADP
easat-11489	208	25	the	the	DET
easat-11489	208	26	predicted	predict	VERB
easat-11489	208	27	and	and	CCONJ
easat-11489	208	28	actual	actual	ADJ
easat-11489	208	29	values	value	NOUN
easat-11489	208	30	(	(	PUNCT
easat-11489	208	31	figures	figure	VERB
easat-11489	208	32	6a	6a	NOUN
easat-11489	208	33	and	and	CCONJ
easat-11489	208	34	6b	6b	NUM
easat-11489	208	35	)	)	PUNCT
easat-11489	208	36	.	.	PUNCT
easat-11489	209	1	confirming	confirm	VERB
easat-11489	209	2	that	that	SCONJ
easat-11489	209	3	the	the	DET
easat-11489	209	4	svmr	svmr	NOUN
easat-11489	209	5	model	model	NOUN
easat-11489	209	6	provided	provide	VERB
easat-11489	209	7	accurate	accurate	ADJ
easat-11489	209	8	quantitative	quantitative	ADJ
easat-11489	209	9	predictions	prediction	NOUN
easat-11489	209	10	of	of	ADP
easat-11489	209	11	the	the	DET
easat-11489	209	12	level	level	NOUN
easat-11489	209	13	of	of	ADP
easat-11489	209	14	roasted	roasted	ADJ
easat-11489	209	15	sticky	sticky	ADJ
easat-11489	209	16	rice	rice	NOUN
easat-11489	209	17	powder	powder	NOUN
easat-11489	209	18	in	in	ADP
easat-11489	209	19	the	the	DET
easat-11489	209	20	adulterated	adulterate	VERB
easat-11489	209	21	white	white	ADJ
easat-11489	209	22	pepper	pepper	NOUN
easat-11489	209	23	powder	powder	NOUN
easat-11489	209	24	.	.	PUNCT
easat-11489	210	1	13	13	NUM
easat-11489	210	2	edelweiss	edelweiss	PROPN
easat-11489	210	3	applied	apply	VERB
easat-11489	210	4	science	science	NOUN
easat-11489	210	5	and	and	CCONJ
easat-11489	210	6	technology	technology	NOUN
easat-11489	210	7	issn	issn	PROPN
easat-11489	210	8	:	:	PUNCT
easat-11489	210	9	2576	2576	NUM
easat-11489	210	10	-	-	SYM
easat-11489	210	11	8484	8484	NUM
easat-11489	210	12	vol	vol	NOUN
easat-11489	210	13	.	.	PROPN
easat-11489	211	1	10	10	NUM
easat-11489	211	2	,	,	PUNCT
easat-11489	211	3	no	no	INTJ
easat-11489	211	4	.	.	NOUN
easat-11489	211	5	1	1	NUM
easat-11489	211	6	:	:	SYM
easat-11489	211	7	1	1	NUM
easat-11489	211	8	-	-	SYM
easat-11489	211	9	15	15	NUM
easat-11489	211	10	,	,	PUNCT
easat-11489	211	11	2026	2026	NUM
easat-11489	211	12	doi	doi	NOUN
easat-11489	211	13	:	:	PUNCT
easat-11489	211	14	10.55214/2576	10.55214/2576	NUM
easat-11489	211	15	-	-	PUNCT
easat-11489	211	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	211	17	©	©	PROPN
easat-11489	211	18	2026	2026	NUM
easat-11489	211	19	by	by	ADP
easat-11489	211	20	the	the	DET
easat-11489	211	21	authors	author	NOUN
easat-11489	211	22	;	;	PUNCT
easat-11489	211	23	licensee	licensee	PROPN
easat-11489	211	24	learning	learning	NOUN
easat-11489	211	25	gate	gate	NOUN
easat-11489	211	26	4	4	NUM
easat-11489	211	27	.	.	PUNCT
easat-11489	212	1	conclusions	conclusion	NOUN
easat-11489	212	2	from	from	ADP
easat-11489	212	3	this	this	DET
easat-11489	212	4	study	study	NOUN
easat-11489	212	5	,	,	PUNCT
easat-11489	212	6	it	it	PRON
easat-11489	212	7	was	be	AUX
easat-11489	212	8	shown	show	VERB
easat-11489	212	9	that	that	SCONJ
easat-11489	212	10	near	near	ADV
easat-11489	212	11	-	-	PUNCT
easat-11489	212	12	infrared	infrared	ADJ
easat-11489	212	13	hyperspectral	hyperspectral	ADJ
easat-11489	212	14	imaging	imaging	NOUN
easat-11489	212	15	has	have	VERB
easat-11489	212	16	the	the	DET
easat-11489	212	17	potential	potential	NOUN
easat-11489	212	18	to	to	PART
easat-11489	212	19	be	be	AUX
easat-11489	212	20	used	use	VERB
easat-11489	212	21	for	for	ADP
easat-11489	212	22	identifying	identify	VERB
easat-11489	212	23	when	when	SCONJ
easat-11489	212	24	white	white	ADJ
easat-11489	212	25	pepper	pepper	NOUN
easat-11489	212	26	powder	powder	NOUN
easat-11489	212	27	has	have	AUX
easat-11489	212	28	been	be	AUX
easat-11489	212	29	contaminated	contaminate	VERB
easat-11489	212	30	with	with	ADP
easat-11489	212	31	roasted	roasted	ADJ
easat-11489	212	32	rice	rice	NOUN
easat-11489	212	33	powder	powder	NOUN
easat-11489	212	34	.	.	PUNCT
easat-11489	213	1	it	it	PRON
easat-11489	213	2	also	also	ADV
easat-11489	213	3	demonstrated	demonstrate	VERB
easat-11489	213	4	its	its	PRON
easat-11489	213	5	potential	potential	NOUN
easat-11489	213	6	for	for	ADP
easat-11489	213	7	identifying	identify	VERB
easat-11489	213	8	the	the	DET
easat-11489	213	9	actual	actual	ADJ
easat-11489	213	10	level	level	NOUN
easat-11489	213	11	of	of	ADP
easat-11489	213	12	adulteration	adulteration	NOUN
easat-11489	213	13	.	.	PUNCT
easat-11489	214	1	it	it	PRON
easat-11489	214	2	was	be	AUX
easat-11489	214	3	shown	show	VERB
easat-11489	214	4	that	that	SCONJ
easat-11489	214	5	using	use	VERB
easat-11489	214	6	partial	partial	ADJ
easat-11489	214	7	least	least	ADJ
easat-11489	214	8	squares	square	NOUN
easat-11489	214	9	discriminant	discriminant	ADJ
easat-11489	214	10	analysis	analysis	NOUN
easat-11489	214	11	resulted	result	VERB
easat-11489	214	12	in	in	ADP
easat-11489	214	13	100	100	NUM
easat-11489	214	14	%	%	NOUN
easat-11489	214	15	accuracy	accuracy	NOUN
easat-11489	214	16	.	.	PUNCT
easat-11489	215	1	additionally	additionally	ADV
easat-11489	215	2	,	,	PUNCT
easat-11489	215	3	support	support	NOUN
easat-11489	215	4	vector	vector	NOUN
easat-11489	215	5	machine	machine	NOUN
easat-11489	215	6	regression	regression	NOUN
easat-11489	215	7	and	and	CCONJ
easat-11489	215	8	standard	standard	ADJ
easat-11489	215	9	normal	normal	ADJ
easat-11489	215	10	variate	variate	NOUN
easat-11489	215	11	enhancement	enhancement	NOUN
easat-11489	215	12	improved	improve	VERB
easat-11489	215	13	the	the	DET
easat-11489	215	14	predictive	predictive	ADJ
easat-11489	215	15	performance	performance	NOUN
easat-11489	215	16	for	for	ADP
easat-11489	215	17	determining	determine	VERB
easat-11489	215	18	the	the	DET
easat-11489	215	19	concentration	concentration	NOUN
easat-11489	215	20	of	of	ADP
easat-11489	215	21	roasted	roasted	ADJ
easat-11489	215	22	sticky	sticky	ADJ
easat-11489	215	23	rice	rice	NOUN
easat-11489	215	24	powder	powder	NOUN
easat-11489	215	25	in	in	ADP
easat-11489	215	26	adulterated	adulterate	VERB
easat-11489	215	27	white	white	ADJ
easat-11489	215	28	pepper	pepper	NOUN
easat-11489	215	29	powder	powder	NOUN
easat-11489	215	30	.	.	PUNCT
easat-11489	216	1	these	these	DET
easat-11489	216	2	findings	finding	NOUN
easat-11489	216	3	indicate	indicate	VERB
easat-11489	216	4	that	that	SCONJ
easat-11489	216	5	near	near	ADV
easat-11489	216	6	-	-	PUNCT
easat-11489	216	7	infrared	infrared	ADJ
easat-11489	216	8	hyperspectral	hyperspectral	ADJ
easat-11489	216	9	imaging	imaging	NOUN
easat-11489	216	10	could	could	AUX
easat-11489	216	11	be	be	AUX
easat-11489	216	12	used	use	VERB
easat-11489	216	13	to	to	PART
easat-11489	216	14	establish	establish	VERB
easat-11489	216	15	a	a	DET
easat-11489	216	16	reliable	reliable	ADJ
easat-11489	216	17	model	model	NOUN
easat-11489	216	18	for	for	ADP
easat-11489	216	19	identifying	identify	VERB
easat-11489	216	20	adulteration	adulteration	NOUN
easat-11489	216	21	of	of	ADP
easat-11489	216	22	white	white	ADJ
easat-11489	216	23	pepper	pepper	NOUN
easat-11489	216	24	powder	powder	NOUN
easat-11489	216	25	in	in	ADP
easat-11489	216	26	real	real	ADJ
easat-11489	216	27	-	-	PUNCT
easat-11489	216	28	time	time	NOUN
easat-11489	216	29	.	.	PUNCT
easat-11489	217	1	this	this	DET
easat-11489	217	2	method	method	NOUN
easat-11489	217	3	is	be	AUX
easat-11489	217	4	fast	fast	ADJ
easat-11489	217	5	,	,	PUNCT
easat-11489	217	6	reliable	reliable	ADJ
easat-11489	217	7	,	,	PUNCT
easat-11489	217	8	and	and	CCONJ
easat-11489	217	9	applicable	applicable	ADJ
easat-11489	217	10	in	in	ADP
easat-11489	217	11	a	a	DET
easat-11489	217	12	non	non	ADJ
easat-11489	217	13	-	-	ADJ
easat-11489	217	14	destructive	destructive	ADJ
easat-11489	217	15	manner	manner	NOUN
easat-11489	217	16	in	in	ADP
easat-11489	217	17	a	a	DET
easat-11489	217	18	commercial	commercial	ADJ
easat-11489	217	19	setting	setting	NOUN
easat-11489	217	20	.	.	PUNCT
easat-11489	218	1	funding	funding	NOUN
easat-11489	218	2	:	:	PUNCT
easat-11489	218	3	this	this	DET
easat-11489	218	4	work	work	NOUN
easat-11489	218	5	was	be	AUX
easat-11489	218	6	financially	financially	ADV
easat-11489	218	7	supported	support	VERB
easat-11489	218	8	by	by	ADP
easat-11489	218	9	king	king	PROPN
easat-11489	218	10	mongkut	mongkut	PROPN
easat-11489	218	11	's	's	PART
easat-11489	218	12	institute	institute	PROPN
easat-11489	218	13	of	of	ADP
easat-11489	218	14	technology	technology	PROPN
easat-11489	218	15	,	,	PUNCT
easat-11489	218	16	ladkrabang	ladkrabang	PROPN
easat-11489	218	17	research	research	NOUN
easat-11489	218	18	fund	fund	PROPN
easat-11489	218	19	(	(	PUNCT
easat-11489	218	20	grant	grant	PROPN
easat-11489	218	21	number	number	NOUN
easat-11489	218	22	:	:	PUNCT
easat-11489	218	23	re	re	NOUN
easat-11489	218	24	-	-	PROPN
easat-11489	218	25	kris	kris	PROPN
easat-11489	218	26	/	/	SYM
easat-11489	218	27	ff67/064	ff67/064	PROPN
easat-11489	218	28	)	)	PUNCT
easat-11489	218	29	.	.	PUNCT
easat-11489	219	1	transparency	transparency	NOUN
easat-11489	219	2	:	:	PUNCT
easat-11489	219	3	the	the	DET
easat-11489	219	4	authors	author	NOUN
easat-11489	219	5	confirm	confirm	VERB
easat-11489	219	6	that	that	SCONJ
easat-11489	219	7	the	the	DET
easat-11489	219	8	manuscript	manuscript	NOUN
easat-11489	219	9	is	be	AUX
easat-11489	219	10	an	an	DET
easat-11489	219	11	honest	honest	ADJ
easat-11489	219	12	,	,	PUNCT
easat-11489	219	13	accurate	accurate	ADJ
easat-11489	219	14	,	,	PUNCT
easat-11489	219	15	and	and	CCONJ
easat-11489	219	16	transparent	transparent	ADJ
easat-11489	219	17	account	account	NOUN
easat-11489	219	18	of	of	ADP
easat-11489	219	19	the	the	DET
easat-11489	219	20	study	study	NOUN
easat-11489	219	21	;	;	PUNCT
easat-11489	219	22	that	that	SCONJ
easat-11489	219	23	no	no	DET
easat-11489	219	24	vital	vital	ADJ
easat-11489	219	25	features	feature	NOUN
easat-11489	219	26	of	of	ADP
easat-11489	219	27	the	the	DET
easat-11489	219	28	study	study	NOUN
easat-11489	219	29	have	have	AUX
easat-11489	219	30	been	be	AUX
easat-11489	219	31	omitted	omit	VERB
easat-11489	219	32	;	;	PUNCT
easat-11489	219	33	and	and	CCONJ
easat-11489	219	34	that	that	SCONJ
easat-11489	219	35	any	any	DET
easat-11489	219	36	discrepancies	discrepancy	NOUN
easat-11489	219	37	from	from	ADP
easat-11489	219	38	the	the	DET
easat-11489	219	39	study	study	NOUN
easat-11489	219	40	as	as	SCONJ
easat-11489	219	41	planned	plan	VERB
easat-11489	219	42	have	have	AUX
easat-11489	219	43	been	be	AUX
easat-11489	219	44	explained	explain	VERB
easat-11489	219	45	.	.	PUNCT
easat-11489	220	1	this	this	DET
easat-11489	220	2	study	study	NOUN
easat-11489	220	3	followed	follow	VERB
easat-11489	220	4	all	all	DET
easat-11489	220	5	ethical	ethical	ADJ
easat-11489	220	6	practices	practice	NOUN
easat-11489	220	7	during	during	ADP
easat-11489	220	8	writing	writing	NOUN
easat-11489	220	9	.	.	PUNCT
easat-11489	221	1	acknowledgments	acknowledgment	NOUN
easat-11489	221	2	:	:	PUNCT
easat-11489	221	3	the	the	DET
easat-11489	221	4	authors	author	NOUN
easat-11489	221	5	would	would	AUX
easat-11489	221	6	like	like	VERB
easat-11489	221	7	to	to	PART
easat-11489	221	8	thank	thank	VERB
easat-11489	221	9	king	king	PROPN
easat-11489	221	10	mongkut	mongkut	PROPN
easat-11489	221	11	's	's	PART
easat-11489	221	12	institute	institute	PROPN
easat-11489	221	13	of	of	ADP
easat-11489	221	14	technology	technology	PROPN
easat-11489	221	15	,	,	PUNCT
easat-11489	221	16	ladkrabang	ladkrabang	PROPN
easat-11489	221	17	,	,	PUNCT
easat-11489	221	18	for	for	ADP
easat-11489	221	19	its	its	PRON
easat-11489	221	20	financial	financial	ADJ
easat-11489	221	21	support	support	NOUN
easat-11489	221	22	and	and	CCONJ
easat-11489	221	23	professor	professor	PROPN
easat-11489	221	24	dr	dr	PROPN
easat-11489	221	25	.	.	PROPN
easat-11489	221	26	panmanas	panmanas	PROPN
easat-11489	221	27	sirisomboon	sirisomboon	NOUN
easat-11489	221	28	for	for	ADP
easat-11489	221	29	valuable	valuable	ADJ
easat-11489	221	30	technical	technical	ADJ
easat-11489	221	31	assistance	assistance	NOUN
easat-11489	221	32	.	.	PUNCT
easat-11489	222	1	copyright	copyright	NOUN
easat-11489	222	2	:	:	PUNCT
easat-11489	222	3	©	©	PROPN
easat-11489	222	4	2026	2026	NUM
easat-11489	222	5	by	by	ADP
easat-11489	222	6	the	the	DET
easat-11489	222	7	authors	author	NOUN
easat-11489	222	8	.	.	PUNCT
easat-11489	223	1	this	this	DET
easat-11489	223	2	article	article	NOUN
easat-11489	223	3	is	be	AUX
easat-11489	223	4	an	an	DET
easat-11489	223	5	open	open	ADJ
easat-11489	223	6	-	-	PUNCT
easat-11489	223	7	access	access	NOUN
easat-11489	223	8	article	article	NOUN
easat-11489	223	9	distributed	distribute	VERB
easat-11489	223	10	under	under	ADP
easat-11489	223	11	the	the	DET
easat-11489	223	12	terms	term	NOUN
easat-11489	223	13	and	and	CCONJ
easat-11489	223	14	conditions	condition	NOUN
easat-11489	223	15	of	of	ADP
easat-11489	223	16	the	the	DET
easat-11489	223	17	creative	creative	ADJ
easat-11489	223	18	commons	common	NOUN
easat-11489	223	19	attribution	attribution	NOUN
easat-11489	223	20	(	(	PUNCT
easat-11489	223	21	cc	cc	NOUN
easat-11489	223	22	by	by	ADP
easat-11489	223	23	)	)	PUNCT
easat-11489	223	24	license	license	NOUN
easat-11489	223	25	(	(	PUNCT
easat-11489	223	26	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-11489	223	27	)	)	PUNCT
easat-11489	223	28	.	.	PUNCT
easat-11489	224	1	references	reference	NOUN
easat-11489	224	2	[	[	X
easat-11489	224	3	1	1	NUM
easat-11489	224	4	]	]	PUNCT
easat-11489	224	5	p.	p.	NOUN
easat-11489	224	6	galvin	galvin	PROPN
easat-11489	224	7	-	-	PUNCT
easat-11489	224	8	king	king	NOUN
easat-11489	224	9	,	,	PUNCT
easat-11489	224	10	s.	s.	PROPN
easat-11489	224	11	a.	a.	PROPN
easat-11489	224	12	haughey	haughey	PROPN
easat-11489	224	13	,	,	PUNCT
easat-11489	224	14	and	and	CCONJ
easat-11489	224	15	c.	c.	PROPN
easat-11489	224	16	t.	t.	PROPN
easat-11489	224	17	elliott	elliott	PROPN
easat-11489	224	18	,	,	PUNCT
easat-11489	224	19	"	"	PUNCT
easat-11489	224	20	herb	herb	NOUN
easat-11489	224	21	and	and	CCONJ
easat-11489	224	22	spice	spice	NOUN
easat-11489	224	23	fraud	fraud	NOUN
easat-11489	224	24	;	;	PUNCT
easat-11489	224	25	the	the	DET
easat-11489	224	26	drivers	driver	NOUN
easat-11489	224	27	,	,	PUNCT
easat-11489	224	28	challenges	challenge	NOUN
easat-11489	224	29	and	and	CCONJ
easat-11489	224	30	detection	detection	NOUN
easat-11489	224	31	,	,	PUNCT
easat-11489	224	32	"	"	PUNCT
easat-11489	224	33	food	food	NOUN
easat-11489	224	34	control	control	NOUN
easat-11489	224	35	,	,	PUNCT
easat-11489	224	36	vol	vol	NOUN
easat-11489	224	37	.	.	PROPN
easat-11489	224	38	88	88	NUM
easat-11489	224	39	,	,	PUNCT
easat-11489	224	40	pp	pp	ADJ
easat-11489	224	41	.	.	PUNCT
easat-11489	225	1	85	85	NUM
easat-11489	225	2	-	-	SYM
easat-11489	225	3	97	97	NUM
easat-11489	225	4	,	,	PUNCT
easat-11489	225	5	2018	2018	NUM
easat-11489	225	6	.	.	PUNCT
easat-11489	226	1	https://doi.org/10.1016/j.foodcont.2017.12.031	https://doi.org/10.1016/j.foodcont.2017.12.031	NOUN
easat-11489	227	1	[	[	X
easat-11489	227	2	2	2	NUM
easat-11489	227	3	]	]	PUNCT
easat-11489	227	4	j.	j.	PROPN
easat-11489	227	5	p.	p.	PROPN
easat-11489	227	6	sahoo	sahoo	PROPN
easat-11489	227	7	and	and	CCONJ
easat-11489	227	8	k.	k.	PROPN
easat-11489	227	9	c.	c.	PROPN
easat-11489	227	10	sama	sama	PROPN
easat-11489	227	11	,	,	PUNCT
easat-11489	227	12	"	"	PUNCT
easat-11489	227	13	adulteration	adulteration	NOUN
easat-11489	227	14	in	in	ADP
easat-11489	227	15	indian	indian	ADJ
easat-11489	227	16	spices	spice	NOUN
easat-11489	227	17	:	:	PUNCT
easat-11489	227	18	an	an	DET
easat-11489	227	19	alarming	alarming	ADJ
easat-11489	227	20	concern	concern	NOUN
easat-11489	227	21	and	and	CCONJ
easat-11489	227	22	a	a	DET
easat-11489	227	23	silent	silent	ADJ
easat-11489	227	24	health	health	NOUN
easat-11489	227	25	hazard	hazard	NOUN
easat-11489	227	26	,	,	PUNCT
easat-11489	227	27	"	"	PUNCT
easat-11489	227	28	international	international	ADJ
easat-11489	227	29	journal	journal	NOUN
easat-11489	227	30	of	of	ADP
easat-11489	227	31	adulteration	adulteration	NOUN
easat-11489	227	32	,	,	PUNCT
easat-11489	227	33	vol	vol	NOUN
easat-11489	227	34	.	.	PROPN
easat-11489	227	35	8	8	NUM
easat-11489	227	36	,	,	PUNCT
easat-11489	227	37	no	no	INTJ
easat-11489	227	38	.	.	NOUN
easat-11489	227	39	9	9	NUM
easat-11489	227	40	,	,	PUNCT
easat-11489	227	41	pp	pp	ADJ
easat-11489	227	42	.	.	PUNCT
easat-11489	228	1	1–9	1–9	NUM
easat-11489	228	2	,	,	PUNCT
easat-11489	228	3	2024	2024	NUM
easat-11489	228	4	.	.	PUNCT
easat-11489	229	1	https://doi.org/10.54905/disssi.v8i9.e4ijad3043	https://doi.org/10.54905/disssi.v8i9.e4ijad3043	X
easat-11489	229	2	[	[	X
easat-11489	229	3	3	3	NUM
easat-11489	229	4	]	]	PUNCT
easat-11489	229	5	c.	c.	PROPN
easat-11489	229	6	spence	spence	PROPN
easat-11489	229	7	,	,	PUNCT
easat-11489	229	8	"	"	PUNCT
easat-11489	229	9	the	the	DET
easat-11489	229	10	king	king	NOUN
easat-11489	229	11	of	of	ADP
easat-11489	229	12	spices	spice	NOUN
easat-11489	229	13	:	:	PUNCT
easat-11489	229	14	on	on	ADP
easat-11489	229	15	pepper	pepper	NOUN
easat-11489	229	16	's	's	PART
easat-11489	229	17	pungent	pungent	ADJ
easat-11489	229	18	pleasure	pleasure	NOUN
easat-11489	229	19	,	,	PUNCT
easat-11489	229	20	"	"	PUNCT
easat-11489	229	21	international	international	ADJ
easat-11489	229	22	journal	journal	NOUN
easat-11489	229	23	of	of	ADP
easat-11489	229	24	gastronomy	gastronomy	NOUN
easat-11489	229	25	and	and	CCONJ
easat-11489	229	26	food	food	NOUN
easat-11489	229	27	science	science	NOUN
easat-11489	229	28	,	,	PUNCT
easat-11489	229	29	vol	vol	NOUN
easat-11489	229	30	.	.	PROPN
easat-11489	229	31	35	35	NUM
easat-11489	229	32	,	,	PUNCT
easat-11489	229	33	p.	p.	NOUN
easat-11489	229	34	100900	100900	NUM
easat-11489	229	35	,	,	PUNCT
easat-11489	229	36	2024	2024	NUM
easat-11489	229	37	.	.	PUNCT
easat-11489	230	1	https://doi.org/10.1016/j.ijgfs.2024.100900	https://doi.org/10.1016/j.ijgfs.2024.100900	ADJ
easat-11489	230	2	[	[	X
easat-11489	230	3	4	4	NUM
easat-11489	230	4	]	]	PUNCT
easat-11489	230	5	a.	a.	NOUN
easat-11489	230	6	sarifudin	sarifudin	PROPN
easat-11489	230	7	et	et	PROPN
easat-11489	230	8	al	al	PROPN
easat-11489	230	9	.	.	PROPN
easat-11489	230	10	,	,	PUNCT
easat-11489	230	11	"	"	PUNCT
easat-11489	230	12	adulterated	adulterate	VERB
easat-11489	230	13	powdered	powdered	ADJ
easat-11489	230	14	white	white	ADJ
easat-11489	230	15	pepper	pepper	NOUN
easat-11489	230	16	products	product	NOUN
easat-11489	230	17	by	by	ADP
easat-11489	230	18	tapioca	tapioca	NOUN
easat-11489	230	19	flour	flour	NOUN
easat-11489	230	20	sold	sell	VERB
easat-11489	230	21	in	in	ADP
easat-11489	230	22	indonesian	indonesian	PROPN
easat-11489	230	23	’s	’s	PART
easat-11489	230	24	online	online	ADJ
easat-11489	230	25	market	market	NOUN
easat-11489	230	26	investigated	investigate	VERB
easat-11489	230	27	by	by	ADP
easat-11489	230	28	simple	simple	ADJ
easat-11489	230	29	ftir	ftir	PROPN
easat-11489	230	30	analytical	analytical	ADJ
easat-11489	230	31	method	method	NOUN
easat-11489	230	32	,	,	PUNCT
easat-11489	230	33	"	"	PUNCT
easat-11489	230	34	journal	journal	NOUN
easat-11489	230	35	of	of	ADP
easat-11489	230	36	food	food	NOUN
easat-11489	230	37	and	and	CCONJ
easat-11489	230	38	nutrition	nutrition	NOUN
easat-11489	230	39	research	research	NOUN
easat-11489	230	40	,	,	PUNCT
easat-11489	230	41	vol	vol	NOUN
easat-11489	230	42	.	.	PROPN
easat-11489	230	43	9	9	NUM
easat-11489	230	44	,	,	PUNCT
easat-11489	230	45	no	no	INTJ
easat-11489	230	46	.	.	NOUN
easat-11489	230	47	6	6	NUM
easat-11489	230	48	,	,	PUNCT
easat-11489	230	49	pp	pp	ADJ
easat-11489	230	50	.	.	PUNCT
easat-11489	231	1	297	297	NUM
easat-11489	231	2	-	-	SYM
easat-11489	231	3	303	303	NUM
easat-11489	231	4	,	,	PUNCT
easat-11489	231	5	2021	2021	NUM
easat-11489	231	6	.	.	PUNCT
easat-11489	232	1	https://doi.org/10.12691/jfnr-9-6-5	https://doi.org/10.12691/jfnr-9-6-5	X
easat-11489	233	1	[	[	X
easat-11489	233	2	5	5	NUM
easat-11489	233	3	]	]	PUNCT
easat-11489	233	4	r.	r.	PROPN
easat-11489	233	5	chen	chen	PROPN
easat-11489	233	6	,	,	PUNCT
easat-11489	233	7	j.	j.	PROPN
easat-11489	233	8	mei	mei	PROPN
easat-11489	233	9	,	,	PUNCT
easat-11489	233	10	g.	g.	PROPN
easat-11489	233	11	du	du	PROPN
easat-11489	233	12	,	,	PUNCT
easat-11489	233	13	y.	y.	PROPN
easat-11489	233	14	shi	shi	PROPN
easat-11489	233	15	,	,	PUNCT
easat-11489	233	16	and	and	CCONJ
easat-11489	233	17	y.	y.	PROPN
easat-11489	233	18	huang	huang	PROPN
easat-11489	233	19	,	,	PUNCT
easat-11489	233	20	"	"	PUNCT
easat-11489	233	21	convenient	convenient	ADJ
easat-11489	233	22	detection	detection	NOUN
easat-11489	233	23	of	of	ADP
easat-11489	233	24	white	white	ADJ
easat-11489	233	25	pepper	pepper	NOUN
easat-11489	233	26	adulteration	adulteration	NOUN
easat-11489	233	27	by	by	ADP
easat-11489	233	28	portable	portable	ADJ
easat-11489	233	29	nirs	nir	NOUN
easat-11489	233	30	and	and	CCONJ
easat-11489	233	31	spectral	spectral	ADJ
easat-11489	233	32	imaging	imaging	NOUN
easat-11489	233	33	with	with	ADP
easat-11489	233	34	chemometrics	chemometric	NOUN
easat-11489	233	35	,	,	PUNCT
easat-11489	233	36	"	"	PUNCT
easat-11489	233	37	microchemical	microchemical	ADJ
easat-11489	233	38	journal	journal	NOUN
easat-11489	233	39	,	,	PUNCT
easat-11489	233	40	vol	vol	NOUN
easat-11489	233	41	.	.	PROPN
easat-11489	233	42	182	182	NUM
easat-11489	233	43	,	,	PUNCT
easat-11489	233	44	p.	p.	NOUN
easat-11489	233	45	107925	107925	NUM
easat-11489	233	46	,	,	PUNCT
easat-11489	233	47	2022	2022	NUM
easat-11489	233	48	.	.	PUNCT
easat-11489	234	1	https://doi.org/10.1016/j.microc.2022.107925	https://doi.org/10.1016/j.microc.2022.107925	NOUN
easat-11489	234	2	[	[	X
easat-11489	234	3	6	6	NUM
easat-11489	234	4	]	]	PUNCT
easat-11489	234	5	y.	y.	PROPN
easat-11489	234	6	p.	p.	PROPN
easat-11489	234	7	sari	sari	PROPN
easat-11489	234	8	,	,	PUNCT
easat-11489	234	9	a.	a.	PROPN
easat-11489	234	10	r.	r.	PROPN
easat-11489	234	11	putri	putri	PROPN
easat-11489	234	12	,	,	PUNCT
easat-11489	234	13	s.	s.	PROPN
easat-11489	234	14	t.	t.	PROPN
easat-11489	234	15	c.	c.	PROPN
easat-11489	234	16	murti	murti	PROPN
easat-11489	234	17	,	,	PUNCT
easat-11489	234	18	a.	a.	NOUN
easat-11489	234	19	setiyoko	setiyoko	PROPN
easat-11489	234	20	,	,	PUNCT
easat-11489	234	21	and	and	CCONJ
easat-11489	234	22	t.	t.	PROPN
easat-11489	234	23	e.	e.	PROPN
easat-11489	234	24	purbaningtias	purbaningtias	PROPN
easat-11489	234	25	,	,	PUNCT
easat-11489	234	26	"	"	PUNCT
easat-11489	234	27	fast	fast	ADJ
easat-11489	234	28	detection	detection	NOUN
easat-11489	234	29	of	of	ADP
easat-11489	234	30	white	white	ADJ
easat-11489	234	31	pepper	pepper	NOUN
easat-11489	234	32	adulteration	adulteration	NOUN
easat-11489	234	33	using	use	VERB
easat-11489	234	34	ftir	ftir	PROPN
easat-11489	234	35	-	-	PUNCT
easat-11489	234	36	atr	atr	PROPN
easat-11489	234	37	spectroscopy	spectroscopy	NOUN
easat-11489	234	38	and	and	CCONJ
easat-11489	234	39	chemometrics	chemometric	NOUN
easat-11489	234	40	,	,	PUNCT
easat-11489	234	41	"	"	PUNCT
easat-11489	234	42	malaysian	malaysian	ADJ
easat-11489	234	43	journal	journal	NOUN
easat-11489	234	44	of	of	ADP
easat-11489	234	45	science	science	NOUN
easat-11489	234	46	and	and	CCONJ
easat-11489	234	47	advanced	advanced	ADJ
easat-11489	234	48	technology	technology	NOUN
easat-11489	234	49	,	,	PUNCT
easat-11489	234	50	vol	vol	NOUN
easat-11489	234	51	.	.	PROPN
easat-11489	234	52	5	5	NUM
easat-11489	234	53	,	,	PUNCT
easat-11489	234	54	no	no	INTJ
easat-11489	234	55	.	.	NOUN
easat-11489	234	56	1	1	NUM
easat-11489	234	57	,	,	PUNCT
easat-11489	234	58	pp	pp	ADJ
easat-11489	234	59	.	.	PUNCT
easat-11489	235	1	66	66	NUM
easat-11489	235	2	-	-	SYM
easat-11489	235	3	71	71	NUM
easat-11489	235	4	,	,	PUNCT
easat-11489	235	5	2025	2025	NUM
easat-11489	235	6	.	.	PUNCT
easat-11489	235	7	https://doi.org/10.56532/mjsat.v5i1.426	https://doi.org/10.56532/mjsat.v5i1.426	NOUN
easat-11489	236	1	[	[	X
easat-11489	236	2	7	7	X
easat-11489	236	3	]	]	X
easat-11489	236	4	y.	y.	PROPN
easat-11489	236	5	k.	k.	PROPN
easat-11489	236	6	anagaw	anagaw	PROPN
easat-11489	236	7	et	et	PROPN
easat-11489	236	8	al	al	PROPN
easat-11489	236	9	.	.	PROPN
easat-11489	236	10	,	,	PUNCT
easat-11489	236	11	"	"	PUNCT
easat-11489	236	12	food	food	NOUN
easat-11489	236	13	adulteration	adulteration	NOUN
easat-11489	236	14	:	:	PUNCT
easat-11489	236	15	causes	cause	NOUN
easat-11489	236	16	,	,	PUNCT
easat-11489	236	17	risks	risk	NOUN
easat-11489	236	18	,	,	PUNCT
easat-11489	236	19	and	and	CCONJ
easat-11489	236	20	detection	detection	NOUN
easat-11489	236	21	techniques	technique	NOUN
easat-11489	236	22	,	,	PUNCT
easat-11489	236	23	"	"	PUNCT
easat-11489	236	24	sage	sage	VERB
easat-11489	236	25	open	open	ADJ
easat-11489	236	26	medicine	medicine	NOUN
easat-11489	236	27	,	,	PUNCT
easat-11489	236	28	vol	vol	NOUN
easat-11489	236	29	.	.	PROPN
easat-11489	236	30	12	12	NUM
easat-11489	236	31	,	,	PUNCT
easat-11489	236	32	p.	p.	NOUN
easat-11489	236	33	20503121241250184	20503121241250184	NUM
easat-11489	236	34	,	,	PUNCT
easat-11489	236	35	2024	2024	NUM
easat-11489	236	36	.	.	PUNCT
easat-11489	237	1	https://doi.org/10.1177/20503121241250184	https://doi.org/10.1177/20503121241250184	X
easat-11489	237	2	[	[	X
easat-11489	237	3	8	8	NUM
easat-11489	237	4	]	]	X
easat-11489	237	5	r.	r.	PROPN
easat-11489	237	6	goyal	goyal	PROPN
easat-11489	237	7	,	,	PUNCT
easat-11489	237	8	p.	p.	PROPN
easat-11489	237	9	singha	singha	PROPN
easat-11489	237	10	,	,	PUNCT
easat-11489	237	11	and	and	CCONJ
easat-11489	237	12	s.	s.	PROPN
easat-11489	237	13	k.	k.	PROPN
easat-11489	237	14	singh	singh	PROPN
easat-11489	237	15	,	,	PUNCT
easat-11489	237	16	"	"	PUNCT
easat-11489	237	17	spectroscopic	spectroscopic	ADJ
easat-11489	237	18	food	food	NOUN
easat-11489	237	19	adulteration	adulteration	NOUN
easat-11489	237	20	detection	detection	NOUN
easat-11489	237	21	using	use	VERB
easat-11489	237	22	machine	machine	NOUN
easat-11489	237	23	learning	learning	NOUN
easat-11489	237	24	:	:	PUNCT
easat-11489	237	25	current	current	ADJ
easat-11489	237	26	challenges	challenge	NOUN
easat-11489	237	27	and	and	CCONJ
easat-11489	237	28	future	future	ADJ
easat-11489	237	29	prospects	prospect	NOUN
easat-11489	237	30	,	,	PUNCT
easat-11489	237	31	"	"	PUNCT
easat-11489	237	32	trends	trend	NOUN
easat-11489	237	33	in	in	ADP
easat-11489	237	34	food	food	NOUN
easat-11489	237	35	science	science	NOUN
easat-11489	237	36	&	&	CCONJ
easat-11489	237	37	technology	technology	PROPN
easat-11489	237	38	,	,	PUNCT
easat-11489	237	39	vol	vol	NOUN
easat-11489	237	40	.	.	PROPN
easat-11489	237	41	146	146	NUM
easat-11489	237	42	,	,	PUNCT
easat-11489	237	43	p.	p.	NOUN
easat-11489	237	44	104377	104377	NUM
easat-11489	237	45	,	,	PUNCT
easat-11489	237	46	2024	2024	NUM
easat-11489	237	47	.	.	PUNCT
easat-11489	238	1	https://doi.org/10.1016/j.tifs.2024.104377	https://doi.org/10.1016/j.tifs.2024.104377	PROPN
easat-11489	238	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-11489	238	3	https://doi.org/10.1016/j.foodcont.2017.12.031	https://doi.org/10.1016/j.foodcont.2017.12.031	NOUN
easat-11489	238	4	https://doi.org/10.54905/disssi.v8i9.e4ijad3043	https://doi.org/10.54905/disssi.v8i9.e4ijad3043	PROPN
easat-11489	238	5	https://doi.org/10.1016/j.ijgfs.2024.100900	https://doi.org/10.1016/j.ijgfs.2024.100900	ADJ
easat-11489	238	6	https://doi.org/10.12691/jfnr-9-6-5	https://doi.org/10.12691/jfnr-9-6-5	NOUN
easat-11489	238	7	https://doi.org/10.1016/j.microc.2022.107925	https://doi.org/10.1016/j.microc.2022.107925	NOUN
easat-11489	238	8	https://doi.org/10.56532/mjsat.v5i1.426	https://doi.org/10.56532/mjsat.v5i1.426	NOUN
easat-11489	238	9	https://doi.org/10.1177/20503121241250184	https://doi.org/10.1177/20503121241250184	VERB
easat-11489	238	10	https://doi.org/10.1016/j.tifs.2024.104377	https://doi.org/10.1016/j.tifs.2024.104377	NOUN
easat-11489	238	11	14	14	NUM
easat-11489	238	12	edelweiss	edelweiss	PROPN
easat-11489	238	13	applied	apply	VERB
easat-11489	238	14	science	science	NOUN
easat-11489	238	15	and	and	CCONJ
easat-11489	238	16	technology	technology	NOUN
easat-11489	238	17	issn	issn	PROPN
easat-11489	238	18	:	:	PUNCT
easat-11489	238	19	2576	2576	NUM
easat-11489	238	20	-	-	SYM
easat-11489	238	21	8484	8484	NUM
easat-11489	238	22	vol	vol	NOUN
easat-11489	238	23	.	.	PROPN
easat-11489	239	1	10	10	NUM
easat-11489	239	2	,	,	PUNCT
easat-11489	239	3	no	no	INTJ
easat-11489	239	4	.	.	NOUN
easat-11489	239	5	1	1	NUM
easat-11489	239	6	:	:	SYM
easat-11489	239	7	1	1	NUM
easat-11489	239	8	-	-	SYM
easat-11489	239	9	15	15	NUM
easat-11489	239	10	,	,	PUNCT
easat-11489	239	11	2026	2026	NUM
easat-11489	239	12	doi	doi	NOUN
easat-11489	239	13	:	:	PUNCT
easat-11489	239	14	10.55214/2576	10.55214/2576	NUM
easat-11489	239	15	-	-	PUNCT
easat-11489	239	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	239	17	©	©	PROPN
easat-11489	239	18	2026	2026	NUM
easat-11489	239	19	by	by	ADP
easat-11489	239	20	the	the	DET
easat-11489	239	21	authors	author	NOUN
easat-11489	239	22	;	;	PUNCT
easat-11489	239	23	licensee	licensee	PROPN
easat-11489	239	24	learning	learning	NOUN
easat-11489	239	25	gate	gate	NOUN
easat-11489	240	1	[	[	X
easat-11489	240	2	9	9	NUM
easat-11489	240	3	]	]	PUNCT
easat-11489	240	4	m.	m.	NOUN
easat-11489	240	5	h.	h.	PROPN
easat-11489	240	6	nargesi	nargesi	PROPN
easat-11489	240	7	,	,	PUNCT
easat-11489	240	8	j.	j.	PROPN
easat-11489	240	9	amiriparian	amiriparian	PROPN
easat-11489	240	10	,	,	PUNCT
easat-11489	240	11	h.	h.	PROPN
easat-11489	240	12	bagherpour	bagherpour	PROPN
easat-11489	240	13	,	,	PUNCT
easat-11489	240	14	and	and	CCONJ
easat-11489	240	15	k.	k.	PROPN
easat-11489	240	16	kheiralipour	kheiralipour	PROPN
easat-11489	240	17	,	,	PUNCT
easat-11489	240	18	"	"	PUNCT
easat-11489	240	19	detection	detection	NOUN
easat-11489	240	20	of	of	ADP
easat-11489	240	21	different	different	ADJ
easat-11489	240	22	adulteration	adulteration	NOUN
easat-11489	240	23	in	in	ADP
easat-11489	240	24	cinnamon	cinnamon	ADJ
easat-11489	240	25	powder	powder	NOUN
easat-11489	240	26	using	use	VERB
easat-11489	240	27	hyperspectral	hyperspectral	ADJ
easat-11489	240	28	imaging	imaging	NOUN
easat-11489	240	29	and	and	CCONJ
easat-11489	240	30	artificial	artificial	ADJ
easat-11489	240	31	neural	neural	ADJ
easat-11489	240	32	network	network	NOUN
easat-11489	240	33	method	method	NOUN
easat-11489	240	34	,	,	PUNCT
easat-11489	240	35	"	"	PUNCT
easat-11489	240	36	results	result	NOUN
easat-11489	240	37	in	in	ADP
easat-11489	240	38	chemistry	chemistry	NOUN
easat-11489	240	39	,	,	PUNCT
easat-11489	240	40	vol	vol	NOUN
easat-11489	240	41	.	.	NOUN
easat-11489	240	42	9	9	NUM
easat-11489	240	43	,	,	PUNCT
easat-11489	240	44	p.	p.	NOUN
easat-11489	240	45	101644	101644	NUM
easat-11489	240	46	,	,	PUNCT
easat-11489	240	47	2024	2024	NUM
easat-11489	240	48	.	.	PUNCT
easat-11489	241	1	https://doi.org/10.1016/j.rechem.2024.101644	https://doi.org/10.1016/j.rechem.2024.101644	PROPN
easat-11489	241	2	[	[	X
easat-11489	241	3	10	10	NUM
easat-11489	241	4	]	]	X
easat-11489	241	5	j.-h	j.-h	NOUN
easat-11489	241	6	.	.	PUNCT
easat-11489	242	1	qu	qu	PROPN
easat-11489	242	2	et	et	PROPN
easat-11489	242	3	al	al	PROPN
easat-11489	242	4	.	.	PROPN
easat-11489	242	5	,	,	PUNCT
easat-11489	242	6	"	"	PUNCT
easat-11489	242	7	applications	application	NOUN
easat-11489	242	8	of	of	ADP
easat-11489	242	9	near	near	ADV
easat-11489	242	10	-	-	PUNCT
easat-11489	242	11	infrared	infrared	ADJ
easat-11489	242	12	spectroscopy	spectroscopy	NOUN
easat-11489	242	13	in	in	ADP
easat-11489	242	14	food	food	NOUN
easat-11489	242	15	safety	safety	NOUN
easat-11489	242	16	evaluation	evaluation	NOUN
easat-11489	242	17	and	and	CCONJ
easat-11489	242	18	control	control	NOUN
easat-11489	242	19	:	:	PUNCT
easat-11489	242	20	a	a	DET
easat-11489	242	21	review	review	NOUN
easat-11489	242	22	of	of	ADP
easat-11489	242	23	recent	recent	ADJ
easat-11489	242	24	research	research	NOUN
easat-11489	242	25	advances	advance	NOUN
easat-11489	242	26	,	,	PUNCT
easat-11489	242	27	"	"	PUNCT
easat-11489	242	28	critical	critical	ADJ
easat-11489	242	29	reviews	review	NOUN
easat-11489	242	30	in	in	ADP
easat-11489	242	31	food	food	NOUN
easat-11489	242	32	science	science	NOUN
easat-11489	242	33	and	and	CCONJ
easat-11489	242	34	nutrition	nutrition	NOUN
easat-11489	242	35	,	,	PUNCT
easat-11489	242	36	vol	vol	NOUN
easat-11489	242	37	.	.	PROPN
easat-11489	243	1	55	55	NUM
easat-11489	243	2	,	,	PUNCT
easat-11489	243	3	no	no	INTJ
easat-11489	243	4	.	.	NOUN
easat-11489	243	5	13	13	NUM
easat-11489	243	6	,	,	PUNCT
easat-11489	243	7	pp	pp	ADJ
easat-11489	243	8	.	.	PUNCT
easat-11489	244	1	1939	1939	NUM
easat-11489	244	2	-	-	SYM
easat-11489	244	3	1954	1954	NUM
easat-11489	244	4	,	,	PUNCT
easat-11489	244	5	2015	2015	NUM
easat-11489	244	6	.	.	PUNCT
easat-11489	245	1	https://doi.org/10.1080/10408398.2013.871693	https://doi.org/10.1080/10408398.2013.871693	X
easat-11489	246	1	[	[	X
easat-11489	246	2	11	11	NUM
easat-11489	246	3	]	]	PUNCT
easat-11489	246	4	e.	e.	PROPN
easat-11489	246	5	shawky	shawky	PROPN
easat-11489	246	6	,	,	PUNCT
easat-11489	246	7	l.	l.	PROPN
easat-11489	246	8	nahar	nahar	PROPN
easat-11489	246	9	,	,	PUNCT
easat-11489	246	10	s.	s.	PROPN
easat-11489	246	11	m.	m.	PROPN
easat-11489	246	12	nassief	nassief	PROPN
easat-11489	246	13	,	,	PUNCT
easat-11489	246	14	s.	s.	PROPN
easat-11489	246	15	d.	d.	PROPN
easat-11489	246	16	sarker	sarker	PROPN
easat-11489	246	17	,	,	PUNCT
easat-11489	246	18	and	and	CCONJ
easat-11489	246	19	r.	r.	PROPN
easat-11489	246	20	s.	s.	PROPN
easat-11489	246	21	ibrahim	ibrahim	PROPN
easat-11489	246	22	,	,	PUNCT
easat-11489	246	23	"	"	PUNCT
easat-11489	246	24	spice	spice	NOUN
easat-11489	246	25	authentication	authentication	NOUN
easat-11489	246	26	by	by	ADP
easat-11489	246	27	near	near	ADV
easat-11489	246	28	-	-	PUNCT
easat-11489	246	29	infrared	infrared	ADJ
easat-11489	246	30	spectroscopy	spectroscopy	NOUN
easat-11489	246	31	:	:	PUNCT
easat-11489	246	32	current	current	ADJ
easat-11489	246	33	advances	advance	NOUN
easat-11489	246	34	,	,	PUNCT
easat-11489	246	35	limitations	limitation	NOUN
easat-11489	246	36	,	,	PUNCT
easat-11489	246	37	and	and	CCONJ
easat-11489	246	38	future	future	ADJ
easat-11489	246	39	perspectives	perspective	NOUN
easat-11489	246	40	,	,	PUNCT
easat-11489	246	41	"	"	PUNCT
easat-11489	246	42	trends	trend	NOUN
easat-11489	246	43	in	in	ADP
easat-11489	246	44	food	food	NOUN
easat-11489	246	45	science	science	NOUN
easat-11489	246	46	&	&	CCONJ
easat-11489	246	47	technology	technology	PROPN
easat-11489	246	48	,	,	PUNCT
easat-11489	246	49	vol	vol	NOUN
easat-11489	246	50	.	.	NOUN
easat-11489	246	51	148	148	NUM
easat-11489	246	52	,	,	PUNCT
easat-11489	246	53	p.	p.	NOUN
easat-11489	246	54	104522	104522	NUM
easat-11489	246	55	,	,	PUNCT
easat-11489	246	56	2024	2024	NUM
easat-11489	246	57	.	.	PUNCT
easat-11489	247	1	https://doi.org/10.1016/j.tifs.2024.104522	https://doi.org/10.1016/j.tifs.2024.104522	NOUN
easat-11489	247	2	[	[	X
easat-11489	247	3	12	12	NUM
easat-11489	247	4	]	]	X
easat-11489	247	5	n.	n.	NOUN
easat-11489	247	6	vanstone	vanstone	NOUN
easat-11489	247	7	,	,	PUNCT
easat-11489	247	8	a.	a.	PROPN
easat-11489	247	9	moore	moore	PROPN
easat-11489	247	10	,	,	PUNCT
easat-11489	247	11	p.	p.	NOUN
easat-11489	247	12	martos	marto	NOUN
easat-11489	247	13	,	,	PUNCT
easat-11489	247	14	and	and	CCONJ
easat-11489	247	15	s.	s.	PROPN
easat-11489	247	16	neethirajan	neethirajan	PROPN
easat-11489	247	17	,	,	PUNCT
easat-11489	247	18	"	"	PUNCT
easat-11489	247	19	detection	detection	NOUN
easat-11489	247	20	of	of	ADP
easat-11489	247	21	the	the	DET
easat-11489	247	22	adulteration	adulteration	NOUN
easat-11489	247	23	of	of	ADP
easat-11489	247	24	extra	extra	ADJ
easat-11489	247	25	virgin	virgin	ADJ
easat-11489	247	26	olive	olive	NOUN
easat-11489	247	27	oil	oil	NOUN
easat-11489	247	28	by	by	ADP
easat-11489	247	29	nearinfrared	nearinfrared	ADJ
easat-11489	247	30	spectroscopy	spectroscopy	NOUN
easat-11489	247	31	and	and	CCONJ
easat-11489	247	32	chemometric	chemometric	ADJ
easat-11489	247	33	techniques	technique	NOUN
easat-11489	247	34	,	,	PUNCT
easat-11489	247	35	"	"	PUNCT
easat-11489	247	36	food	food	NOUN
easat-11489	247	37	quality	quality	NOUN
easat-11489	247	38	and	and	CCONJ
easat-11489	247	39	safety	safety	NOUN
easat-11489	247	40	,	,	PUNCT
easat-11489	247	41	vol	vol	NOUN
easat-11489	247	42	.	.	PROPN
easat-11489	247	43	2	2	NUM
easat-11489	247	44	,	,	PUNCT
easat-11489	247	45	no	no	INTJ
easat-11489	247	46	.	.	NOUN
easat-11489	247	47	4	4	NUM
easat-11489	247	48	,	,	PUNCT
easat-11489	247	49	pp	pp	ADJ
easat-11489	247	50	.	.	PUNCT
easat-11489	248	1	189	189	NUM
easat-11489	248	2	-	-	SYM
easat-11489	248	3	198	198	NUM
easat-11489	248	4	,	,	PUNCT
easat-11489	248	5	2018	2018	NUM
easat-11489	248	6	.	.	PUNCT
easat-11489	249	1	https://doi.org/10.1093/fqsafe/fyy018	https://doi.org/10.1093/fqsafe/fyy018	NOUN
easat-11489	250	1	[	[	X
easat-11489	250	2	13	13	NUM
easat-11489	250	3	]	]	PUNCT
easat-11489	250	4	l.	l.	PROPN
easat-11489	250	5	cai	cai	PROPN
easat-11489	250	6	,	,	PUNCT
easat-11489	250	7	y.	y.	PROPN
easat-11489	250	8	zheng	zheng	PROPN
easat-11489	250	9	,	,	PUNCT
easat-11489	250	10	y.	y.	PROPN
easat-11489	250	11	liu	liu	PROPN
easat-11489	250	12	,	,	PUNCT
easat-11489	250	13	r.	r.	PROPN
easat-11489	250	14	zhou	zhou	PROPN
easat-11489	250	15	,	,	PUNCT
easat-11489	250	16	and	and	CCONJ
easat-11489	250	17	m.	m.	PROPN
easat-11489	250	18	ma	ma	PROPN
easat-11489	250	19	,	,	PUNCT
easat-11489	250	20	"	"	PUNCT
easat-11489	250	21	near	near	ADV
easat-11489	250	22	-	-	PUNCT
easat-11489	250	23	infrared	infrared	ADJ
easat-11489	250	24	(	(	PUNCT
easat-11489	250	25	nir	nir	NOUN
easat-11489	250	26	)	)	PUNCT
easat-11489	250	27	spectroscopy	spectroscopy	NOUN
easat-11489	250	28	combined	combine	VERB
easat-11489	250	29	with	with	ADP
easat-11489	250	30	chemometrics	chemometric	NOUN
easat-11489	250	31	for	for	ADP
easat-11489	250	32	qualitative	qualitative	ADJ
easat-11489	250	33	and	and	CCONJ
easat-11489	250	34	quantitative	quantitative	ADJ
easat-11489	250	35	detection	detection	NOUN
easat-11489	250	36	of	of	ADP
easat-11489	250	37	camel	camel	NOUN
easat-11489	250	38	milk	milk	NOUN
easat-11489	250	39	powder	powder	NOUN
easat-11489	250	40	adulteration	adulteration	NOUN
easat-11489	250	41	,	,	PUNCT
easat-11489	250	42	"	"	PUNCT
easat-11489	250	43	journal	journal	NOUN
easat-11489	250	44	of	of	ADP
easat-11489	250	45	food	food	NOUN
easat-11489	250	46	composition	composition	NOUN
easat-11489	250	47	and	and	CCONJ
easat-11489	250	48	analysis	analysis	NOUN
easat-11489	250	49	,	,	PUNCT
easat-11489	250	50	vol	vol	NOUN
easat-11489	250	51	.	.	PUNCT
easat-11489	250	52	143	143	NUM
easat-11489	250	53	,	,	PUNCT
easat-11489	250	54	p.	p.	NOUN
easat-11489	250	55	107571	107571	NUM
easat-11489	250	56	,	,	PUNCT
easat-11489	250	57	2025	2025	NUM
easat-11489	250	58	.	.	PUNCT
easat-11489	251	1	https://doi.org/10.1016/j.jfca.2025.107571	https://doi.org/10.1016/j.jfca.2025.107571	NOUN
easat-11489	252	1	[	[	X
easat-11489	252	2	14	14	NUM
easat-11489	252	3	]	]	PUNCT
easat-11489	252	4	m.	m.	NOUN
easat-11489	252	5	l.	l.	PROPN
easat-11489	252	6	da	da	PROPN
easat-11489	252	7	silva	silva	PROPN
easat-11489	252	8	medeiros	medeiros	PROPN
easat-11489	252	9	,	,	PUNCT
easat-11489	252	10	a.	a.	PROPN
easat-11489	252	11	f.	f.	PROPN
easat-11489	252	12	lima	lima	PROPN
easat-11489	252	13	,	,	PUNCT
easat-11489	252	14	m.	m.	NOUN
easat-11489	252	15	c.	c.	PROPN
easat-11489	252	16	goncalves	goncalves	PROPN
easat-11489	252	17	,	,	PUNCT
easat-11489	252	18	h.	h.	PROPN
easat-11489	252	19	t.	t.	PROPN
easat-11489	252	20	godoy	godoy	PROPN
easat-11489	252	21	,	,	PUNCT
easat-11489	252	22	and	and	CCONJ
easat-11489	252	23	d.	d.	PROPN
easat-11489	252	24	f.	f.	PROPN
easat-11489	252	25	barbin	barbin	PROPN
easat-11489	252	26	,	,	PUNCT
easat-11489	252	27	"	"	PUNCT
easat-11489	252	28	portable	portable	ADJ
easat-11489	252	29	near	near	ADV
easat-11489	252	30	-	-	PUNCT
easat-11489	252	31	infrared	infrared	ADJ
easat-11489	252	32	(	(	PUNCT
easat-11489	252	33	nir	nir	NOUN
easat-11489	252	34	)	)	PUNCT
easat-11489	252	35	spectrometer	spectrometer	NOUN
easat-11489	252	36	and	and	CCONJ
easat-11489	252	37	chemometrics	chemometric	NOUN
easat-11489	252	38	for	for	ADP
easat-11489	252	39	rapid	rapid	ADJ
easat-11489	252	40	identification	identification	NOUN
easat-11489	252	41	of	of	ADP
easat-11489	252	42	butter	butter	NOUN
easat-11489	252	43	cheese	cheese	NOUN
easat-11489	252	44	adulteration	adulteration	NOUN
easat-11489	252	45	,	,	PUNCT
easat-11489	252	46	"	"	PUNCT
easat-11489	252	47	food	food	NOUN
easat-11489	252	48	chemistry	chemistry	NOUN
easat-11489	252	49	,	,	PUNCT
easat-11489	252	50	vol	vol	NOUN
easat-11489	252	51	.	.	PROPN
easat-11489	252	52	425	425	NUM
easat-11489	252	53	,	,	PUNCT
easat-11489	252	54	p.	p.	NOUN
easat-11489	252	55	136461	136461	NUM
easat-11489	252	56	,	,	PUNCT
easat-11489	252	57	2023	2023	NUM
easat-11489	252	58	.	.	PUNCT
easat-11489	253	1	https://doi.org/10.1016/j.foodchem.2023.136461	https://doi.org/10.1016/j.foodchem.2023.136461	PROPN
easat-11489	253	2	[	[	X
easat-11489	253	3	15	15	NUM
easat-11489	253	4	]	]	X
easat-11489	253	5	m.	m.	NOUN
easat-11489	253	6	m.	m.	PROPN
easat-11489	253	7	oliveira	oliveira	PROPN
easat-11489	253	8	,	,	PUNCT
easat-11489	253	9	j.	j.	PROPN
easat-11489	253	10	cruz‐tirado	cruz‐tirado	PROPN
easat-11489	253	11	,	,	PUNCT
easat-11489	253	12	and	and	CCONJ
easat-11489	253	13	d.	d.	PROPN
easat-11489	253	14	f.	f.	PROPN
easat-11489	253	15	barbin	barbin	PROPN
easat-11489	253	16	,	,	PUNCT
easat-11489	253	17	"	"	PUNCT
easat-11489	253	18	nontargeted	nontargete	VERB
easat-11489	253	19	analytical	analytical	ADJ
easat-11489	253	20	methods	method	NOUN
easat-11489	253	21	as	as	ADP
easat-11489	253	22	a	a	DET
easat-11489	253	23	powerful	powerful	ADJ
easat-11489	253	24	tool	tool	NOUN
easat-11489	253	25	for	for	ADP
easat-11489	253	26	the	the	DET
easat-11489	253	27	authentication	authentication	NOUN
easat-11489	253	28	of	of	ADP
easat-11489	253	29	spices	spice	NOUN
easat-11489	253	30	and	and	CCONJ
easat-11489	253	31	herbs	herb	NOUN
easat-11489	253	32	:	:	PUNCT
easat-11489	253	33	a	a	DET
easat-11489	253	34	review	review	NOUN
easat-11489	253	35	,	,	PUNCT
easat-11489	253	36	"	"	PUNCT
easat-11489	253	37	comprehensive	comprehensive	ADJ
easat-11489	253	38	reviews	review	NOUN
easat-11489	253	39	in	in	ADP
easat-11489	253	40	food	food	NOUN
easat-11489	253	41	science	science	NOUN
easat-11489	253	42	and	and	CCONJ
easat-11489	253	43	food	food	NOUN
easat-11489	253	44	safety	safety	NOUN
easat-11489	253	45	,	,	PUNCT
easat-11489	253	46	vol	vol	NOUN
easat-11489	253	47	.	.	PROPN
easat-11489	253	48	18	18	NUM
easat-11489	253	49	,	,	PUNCT
easat-11489	253	50	no	no	INTJ
easat-11489	253	51	.	.	NOUN
easat-11489	253	52	3	3	NUM
easat-11489	253	53	,	,	PUNCT
easat-11489	253	54	pp	pp	ADJ
easat-11489	253	55	.	.	PUNCT
easat-11489	254	1	670	670	NUM
easat-11489	254	2	-	-	SYM
easat-11489	254	3	689	689	NUM
easat-11489	254	4	,	,	PUNCT
easat-11489	254	5	2019	2019	NUM
easat-11489	254	6	.	.	PUNCT
easat-11489	255	1	https://doi.org/10.1111/1541-4337.12436	https://doi.org/10.1111/1541-4337.12436	PROPN
easat-11489	256	1	[	[	X
easat-11489	256	2	16	16	NUM
easat-11489	256	3	]	]	PUNCT
easat-11489	256	4	m.	m.	PROPN
easat-11489	256	5	oliveira	oliveira	PROPN
easat-11489	256	6	,	,	PUNCT
easat-11489	256	7	j.	j.	PROPN
easat-11489	256	8	cruz	cruz	PROPN
easat-11489	256	9	-	-	PUNCT
easat-11489	256	10	tirado	tirado	NOUN
easat-11489	256	11	,	,	PUNCT
easat-11489	256	12	j.	j.	PROPN
easat-11489	256	13	roque	roque	PROPN
easat-11489	256	14	,	,	PUNCT
easat-11489	256	15	r.	r.	PROPN
easat-11489	256	16	teófilo	teófilo	PROPN
easat-11489	256	17	,	,	PUNCT
easat-11489	256	18	and	and	CCONJ
easat-11489	256	19	d.	d.	PROPN
easat-11489	256	20	barbin	barbin	PROPN
easat-11489	256	21	,	,	PUNCT
easat-11489	256	22	"	"	PUNCT
easat-11489	256	23	portable	portable	ADJ
easat-11489	256	24	near	near	ADV
easat-11489	256	25	-	-	PUNCT
easat-11489	256	26	infrared	infrared	ADJ
easat-11489	256	27	spectroscopy	spectroscopy	NOUN
easat-11489	256	28	for	for	ADP
easat-11489	256	29	rapid	rapid	ADJ
easat-11489	256	30	authentication	authentication	NOUN
easat-11489	256	31	of	of	ADP
easat-11489	256	32	adulterated	adulterate	VERB
easat-11489	256	33	paprika	paprika	NOUN
easat-11489	256	34	powder	powder	NOUN
easat-11489	256	35	,	,	PUNCT
easat-11489	256	36	"	"	PUNCT
easat-11489	256	37	journal	journal	NOUN
easat-11489	256	38	of	of	ADP
easat-11489	256	39	food	food	NOUN
easat-11489	256	40	composition	composition	NOUN
easat-11489	256	41	and	and	CCONJ
easat-11489	256	42	analysis	analysis	NOUN
easat-11489	256	43	,	,	PUNCT
easat-11489	256	44	vol	vol	NOUN
easat-11489	256	45	.	.	PUNCT
easat-11489	256	46	87	87	NUM
easat-11489	256	47	,	,	PUNCT
easat-11489	256	48	p.	p.	NOUN
easat-11489	256	49	103403	103403	NUM
easat-11489	256	50	,	,	PUNCT
easat-11489	256	51	2020	2020	NUM
easat-11489	256	52	.	.	PUNCT
easat-11489	257	1	https://doi.org/10.1016/j.jfca.2019.103403	https://doi.org/10.1016/j.jfca.2019.103403	NOUN
easat-11489	257	2	[	[	X
easat-11489	257	3	17	17	NUM
easat-11489	257	4	]	]	X
easat-11489	257	5	x.-y	x.-y	NOUN
easat-11489	257	6	.	.	PUNCT
easat-11489	258	1	wu	wu	PROPN
easat-11489	258	2	,	,	PUNCT
easat-11489	258	3	s.-p	s.-p	PROPN
easat-11489	258	4	.	.	PUNCT
easat-11489	259	1	zhu	zhu	PROPN
easat-11489	259	2	,	,	PUNCT
easat-11489	259	3	h.	h.	PROPN
easat-11489	259	4	huang	huang	PROPN
easat-11489	259	5	,	,	PUNCT
easat-11489	259	6	and	and	CCONJ
easat-11489	259	7	d.	d.	PROPN
easat-11489	259	8	xu	xu	PROPN
easat-11489	259	9	,	,	PUNCT
easat-11489	259	10	"	"	PUNCT
easat-11489	259	11	quantitative	quantitative	ADJ
easat-11489	259	12	identification	identification	NOUN
easat-11489	259	13	of	of	ADP
easat-11489	259	14	adulterated	adulterate	VERB
easat-11489	259	15	sichuan	sichuan	PROPN
easat-11489	259	16	pepper	pepper	NOUN
easat-11489	259	17	powder	powder	NOUN
easat-11489	259	18	by	by	ADP
easat-11489	259	19	near‐infrared	near‐infrared	ADJ
easat-11489	259	20	spectroscopy	spectroscopy	NOUN
easat-11489	259	21	coupled	couple	VERB
easat-11489	259	22	with	with	ADP
easat-11489	259	23	chemometrics	chemometric	NOUN
easat-11489	259	24	,	,	PUNCT
easat-11489	259	25	"	"	PUNCT
easat-11489	259	26	journal	journal	NOUN
easat-11489	259	27	of	of	ADP
easat-11489	259	28	food	food	NOUN
easat-11489	259	29	quality	quality	NOUN
easat-11489	259	30	,	,	PUNCT
easat-11489	259	31	vol	vol	NOUN
easat-11489	259	32	.	.	PROPN
easat-11489	259	33	2017	2017	NUM
easat-11489	259	34	,	,	PUNCT
easat-11489	259	35	no	no	INTJ
easat-11489	259	36	.	.	NOUN
easat-11489	259	37	1	1	NUM
easat-11489	259	38	,	,	PUNCT
easat-11489	259	39	p.	p.	NOUN
easat-11489	259	40	5019816	5019816	NUM
easat-11489	259	41	,	,	PUNCT
easat-11489	259	42	2017	2017	NUM
easat-11489	259	43	.	.	PUNCT
easat-11489	260	1	https://doi.org/10.1155/2017/5019816	https://doi.org/10.1155/2017/5019816	PROPN
easat-11489	261	1	[	[	X
easat-11489	261	2	18	18	NUM
easat-11489	261	3	]	]	PUNCT
easat-11489	261	4	p.	p.	PROPN
easat-11489	261	5	f.	f.	PROPN
easat-11489	261	6	ndlovu	ndlovu	PROPN
easat-11489	261	7	,	,	PUNCT
easat-11489	261	8	l.	l.	PROPN
easat-11489	261	9	s.	s.	PROPN
easat-11489	261	10	magwaza	magwaza	PROPN
easat-11489	261	11	,	,	PUNCT
easat-11489	261	12	s.	s.	PROPN
easat-11489	261	13	z.	z.	PROPN
easat-11489	261	14	tesfay	tesfay	PROPN
easat-11489	261	15	,	,	PUNCT
easat-11489	261	16	and	and	CCONJ
easat-11489	261	17	r.	r.	PROPN
easat-11489	261	18	r.	r.	PROPN
easat-11489	261	19	mphahlele	mphahlele	PROPN
easat-11489	261	20	,	,	PUNCT
easat-11489	261	21	"	"	PUNCT
easat-11489	261	22	destructive	destructive	ADJ
easat-11489	261	23	and	and	CCONJ
easat-11489	261	24	rapid	rapid	ADJ
easat-11489	261	25	non	non	ADJ
easat-11489	261	26	-	-	ADJ
easat-11489	261	27	invasive	invasive	ADJ
easat-11489	261	28	methods	method	NOUN
easat-11489	261	29	used	use	VERB
easat-11489	261	30	to	to	PART
easat-11489	261	31	detect	detect	VERB
easat-11489	261	32	adulteration	adulteration	NOUN
easat-11489	261	33	of	of	ADP
easat-11489	261	34	dried	dry	VERB
easat-11489	261	35	powdered	powdered	ADJ
easat-11489	261	36	horticultural	horticultural	ADJ
easat-11489	261	37	products	product	NOUN
easat-11489	261	38	:	:	PUNCT
easat-11489	261	39	a	a	DET
easat-11489	261	40	review	review	NOUN
easat-11489	261	41	,	,	PUNCT
easat-11489	261	42	"	"	PUNCT
easat-11489	261	43	food	food	NOUN
easat-11489	261	44	research	research	NOUN
easat-11489	261	45	international	international	ADJ
easat-11489	261	46	,	,	PUNCT
easat-11489	261	47	vol	vol	NOUN
easat-11489	261	48	.	.	PROPN
easat-11489	261	49	157	157	NUM
easat-11489	261	50	,	,	PUNCT
easat-11489	261	51	p.	p.	NOUN
easat-11489	261	52	111198	111198	NUM
easat-11489	261	53	,	,	PUNCT
easat-11489	261	54	2022	2022	NUM
easat-11489	261	55	.	.	PUNCT
easat-11489	262	1	https://doi.org/10.1016/j.foodres.2022.111198	https://doi.org/10.1016/j.foodres.2022.111198	NOUN
easat-11489	262	2	[	[	X
easat-11489	262	3	19	19	NUM
easat-11489	262	4	]	]	X
easat-11489	262	5	c.	c.	PROPN
easat-11489	262	6	b.	b.	PROPN
easat-11489	262	7	karaziack	karaziack	PROPN
easat-11489	262	8	,	,	PUNCT
easat-11489	262	9	c.	c.	PROPN
easat-11489	262	10	vidal	vidal	PROPN
easat-11489	262	11	,	,	PUNCT
easat-11489	262	12	c.	c.	PROPN
easat-11489	262	13	pasquini	pasquini	PROPN
easat-11489	262	14	,	,	PUNCT
easat-11489	262	15	d.	d.	PROPN
easat-11489	262	16	f.	f.	PROPN
easat-11489	262	17	barbin	barbin	PROPN
easat-11489	262	18	,	,	PUNCT
easat-11489	262	19	and	and	CCONJ
easat-11489	262	20	w.	w.	PROPN
easat-11489	262	21	h.	h.	PROPN
easat-11489	262	22	viotto	viotto	PROPN
easat-11489	262	23	,	,	PUNCT
easat-11489	262	24	"	"	PUNCT
easat-11489	262	25	application	application	NOUN
easat-11489	262	26	of	of	ADP
easat-11489	262	27	near	near	ADV
easat-11489	262	28	-	-	PUNCT
easat-11489	262	29	infrared	infrared	ADJ
easat-11489	262	30	hyperspectral	hyperspectral	ADJ
easat-11489	262	31	imaging	imaging	NOUN
easat-11489	262	32	for	for	ADP
easat-11489	262	33	determination	determination	NOUN
easat-11489	262	34	of	of	ADP
easat-11489	262	35	cheese	cheese	NOUN
easat-11489	262	36	chemical	chemical	NOUN
easat-11489	262	37	composition	composition	NOUN
easat-11489	262	38	,	,	PUNCT
easat-11489	262	39	"	"	PUNCT
easat-11489	262	40	journal	journal	NOUN
easat-11489	262	41	of	of	ADP
easat-11489	262	42	food	food	NOUN
easat-11489	262	43	composition	composition	NOUN
easat-11489	262	44	and	and	CCONJ
easat-11489	262	45	analysis	analysis	NOUN
easat-11489	262	46	,	,	PUNCT
easat-11489	262	47	vol	vol	NOUN
easat-11489	262	48	.	.	PUNCT
easat-11489	262	49	127	127	NUM
easat-11489	262	50	,	,	PUNCT
easat-11489	262	51	p.	p.	NOUN
easat-11489	262	52	105994	105994	NUM
easat-11489	262	53	,	,	PUNCT
easat-11489	262	54	2024	2024	NUM
easat-11489	262	55	.	.	PUNCT
easat-11489	263	1	https://doi.org/10.1016/j.jfca.2024.105994	https://doi.org/10.1016/j.jfca.2024.105994	PROPN
easat-11489	263	2	[	[	X
easat-11489	263	3	20	20	NUM
easat-11489	263	4	]	]	PUNCT
easat-11489	263	5	y.-h	y.-h	NOUN
easat-11489	263	6	.	.	PUNCT
easat-11489	264	1	miao	miao	NOUN
easat-11489	264	2	,	,	PUNCT
easat-11489	264	3	l.-y	l.-y	NOUN
easat-11489	264	4	.	.	PUNCT
easat-11489	265	1	zong	zong	PROPN
easat-11489	265	2	,	,	PUNCT
easat-11489	265	3	and	and	CCONJ
easat-11489	265	4	w.-h	w.-h	NOUN
easat-11489	265	5	.	.	PUNCT
easat-11489	266	1	su	su	PROPN
easat-11489	266	2	,	,	PUNCT
easat-11489	266	3	"	"	PUNCT
easat-11489	266	4	machine	machine	NOUN
easat-11489	266	5	learning	learning	NOUN
easat-11489	266	6	in	in	ADP
easat-11489	266	7	point	point	NOUN
easat-11489	266	8	spectroscopy	spectroscopy	NOUN
easat-11489	266	9	and	and	CCONJ
easat-11489	266	10	hyperspectral	hyperspectral	ADJ
easat-11489	266	11	imaging	imaging	NOUN
easat-11489	266	12	for	for	ADP
easat-11489	266	13	rapid	rapid	ADJ
easat-11489	266	14	detection	detection	NOUN
easat-11489	266	15	of	of	ADP
easat-11489	266	16	staple	staple	NOUN
easat-11489	266	17	foods	food	NOUN
easat-11489	266	18	quality	quality	NOUN
easat-11489	266	19	and	and	CCONJ
easat-11489	266	20	safety	safety	NOUN
easat-11489	266	21	:	:	PUNCT
easat-11489	266	22	a	a	DET
easat-11489	266	23	review	review	NOUN
easat-11489	266	24	,	,	PUNCT
easat-11489	266	25	"	"	PUNCT
easat-11489	266	26	journal	journal	NOUN
easat-11489	266	27	of	of	ADP
easat-11489	266	28	food	food	NOUN
easat-11489	266	29	composition	composition	NOUN
easat-11489	266	30	and	and	CCONJ
easat-11489	266	31	analysis	analysis	NOUN
easat-11489	266	32	,	,	PUNCT
easat-11489	266	33	vol	vol	NOUN
easat-11489	266	34	.	.	NOUN
easat-11489	266	35	148	148	NUM
easat-11489	266	36	,	,	PUNCT
easat-11489	266	37	p.	p.	NOUN
easat-11489	266	38	108422	108422	NUM
easat-11489	266	39	,	,	PUNCT
easat-11489	266	40	2025	2025	NUM
easat-11489	266	41	.	.	PUNCT
easat-11489	267	1	https://doi.org/10.1016/j.jfca.2025.108422	https://doi.org/10.1016/j.jfca.2025.108422	NOUN
easat-11489	267	2	[	[	X
easat-11489	267	3	21	21	NUM
easat-11489	267	4	]	]	X
easat-11489	267	5	h.	h.	PROPN
easat-11489	267	6	t.	t.	PROPN
easat-11489	267	7	temiz	temiz	PROPN
easat-11489	267	8	and	and	CCONJ
easat-11489	267	9	b.	b.	PROPN
easat-11489	267	10	ulaş	ulaş	PROPN
easat-11489	267	11	,	,	PUNCT
easat-11489	267	12	"	"	PUNCT
easat-11489	267	13	a	a	DET
easat-11489	267	14	review	review	NOUN
easat-11489	267	15	of	of	ADP
easat-11489	267	16	recent	recent	ADJ
easat-11489	267	17	studies	study	NOUN
easat-11489	267	18	employing	employ	VERB
easat-11489	267	19	hyperspectral	hyperspectral	ADJ
easat-11489	267	20	imaging	imaging	NOUN
easat-11489	267	21	for	for	ADP
easat-11489	267	22	the	the	DET
easat-11489	267	23	determination	determination	NOUN
easat-11489	267	24	of	of	ADP
easat-11489	267	25	food	food	NOUN
easat-11489	267	26	adulteration	adulteration	NOUN
easat-11489	267	27	,	,	PUNCT
easat-11489	267	28	"	"	PUNCT
easat-11489	267	29	photochem	photochem	NOUN
easat-11489	267	30	,	,	PUNCT
easat-11489	267	31	vol	vol	NOUN
easat-11489	267	32	.	.	PROPN
easat-11489	268	1	1	1	NUM
easat-11489	268	2	,	,	PUNCT
easat-11489	268	3	no	no	INTJ
easat-11489	268	4	.	.	NOUN
easat-11489	268	5	2	2	NUM
easat-11489	268	6	,	,	PUNCT
easat-11489	268	7	pp	pp	ADJ
easat-11489	268	8	.	.	PUNCT
easat-11489	269	1	125	125	NUM
easat-11489	269	2	-	-	SYM
easat-11489	269	3	146	146	NUM
easat-11489	269	4	,	,	PUNCT
easat-11489	269	5	2021	2021	NUM
easat-11489	269	6	.	.	PUNCT
easat-11489	270	1	https://doi.org/10.3390/photochem1020008	https://doi.org/10.3390/photochem1020008	NOUN
easat-11489	271	1	[	[	X
easat-11489	271	2	22	22	NUM
easat-11489	271	3	]	]	PUNCT
easat-11489	271	4	x.	x.	NOUN
easat-11489	271	5	zhao	zhao	PROPN
easat-11489	271	6	,	,	PUNCT
easat-11489	271	7	w.	w.	PROPN
easat-11489	271	8	wang	wang	PROPN
easat-11489	271	9	,	,	PUNCT
easat-11489	271	10	x.	x.	PROPN
easat-11489	271	11	ni	ni	PROPN
easat-11489	271	12	,	,	PUNCT
easat-11489	271	13	x.	x.	PROPN
easat-11489	271	14	chu	chu	PROPN
easat-11489	271	15	,	,	PUNCT
easat-11489	271	16	y.-f	y.-f	PROPN
easat-11489	271	17	.	.	PUNCT
easat-11489	272	1	li	li	PROPN
easat-11489	272	2	,	,	PUNCT
easat-11489	272	3	and	and	CCONJ
easat-11489	272	4	c.	c.	PROPN
easat-11489	272	5	lu	lu	PROPN
easat-11489	272	6	,	,	PUNCT
easat-11489	272	7	"	"	PUNCT
easat-11489	272	8	utilising	utilise	VERB
easat-11489	272	9	near	near	ADV
easat-11489	272	10	-	-	PUNCT
easat-11489	272	11	infrared	infrared	ADJ
easat-11489	272	12	hyperspectral	hyperspectral	ADJ
easat-11489	272	13	imaging	imaging	NOUN
easat-11489	272	14	to	to	PART
easat-11489	272	15	detect	detect	VERB
easat-11489	272	16	lowlevel	lowlevel	VERB
easat-11489	272	17	peanut	peanut	NOUN
easat-11489	272	18	powder	powder	NOUN
easat-11489	272	19	contamination	contamination	NOUN
easat-11489	272	20	of	of	ADP
easat-11489	272	21	whole	whole	ADJ
easat-11489	272	22	wheat	wheat	NOUN
easat-11489	272	23	flour	flour	NOUN
easat-11489	272	24	,	,	PUNCT
easat-11489	272	25	"	"	PUNCT
easat-11489	272	26	biosystems	biosystems	PROPN
easat-11489	272	27	engineering	engineering	NOUN
easat-11489	272	28	,	,	PUNCT
easat-11489	272	29	vol	vol	NOUN
easat-11489	272	30	.	.	PROPN
easat-11489	273	1	184	184	NUM
easat-11489	273	2	,	,	PUNCT
easat-11489	273	3	pp	pp	ADJ
easat-11489	273	4	.	.	PUNCT
easat-11489	274	1	55	55	NUM
easat-11489	274	2	-	-	SYM
easat-11489	274	3	68	68	NUM
easat-11489	274	4	,	,	PUNCT
easat-11489	274	5	2019	2019	NUM
easat-11489	274	6	.	.	PUNCT
easat-11489	275	1	https://doi.org/10.1016/j.biosystemseng.2019.06.010	https://doi.org/10.1016/j.biosystemseng.2019.06.010	NOUN
easat-11489	275	2	[	[	X
easat-11489	275	3	23	23	NUM
easat-11489	275	4	]	]	PUNCT
easat-11489	275	5	a.	a.	NOUN
easat-11489	275	6	laborde	laborde	PROPN
easat-11489	275	7	,	,	PUNCT
easat-11489	275	8	f.	f.	PROPN
easat-11489	275	9	puig	puig	PROPN
easat-11489	275	10	-	-	PUNCT
easat-11489	275	11	castellví	castellví	ADJ
easat-11489	275	12	,	,	PUNCT
easat-11489	275	13	d.	d.	PROPN
easat-11489	275	14	j.-r	j.-r	PROPN
easat-11489	275	15	.	.	PUNCT
easat-11489	276	1	bouveresse	bouveresse	PROPN
easat-11489	276	2	,	,	PUNCT
easat-11489	276	3	l.	l.	PROPN
easat-11489	276	4	eveleigh	eveleigh	PROPN
easat-11489	276	5	,	,	PUNCT
easat-11489	276	6	c.	c.	PROPN
easat-11489	276	7	cordella	cordella	PROPN
easat-11489	276	8	,	,	PUNCT
easat-11489	276	9	and	and	CCONJ
easat-11489	276	10	b.	b.	PROPN
easat-11489	276	11	jaillais	jaillais	PROPN
easat-11489	276	12	,	,	PUNCT
easat-11489	276	13	"	"	PUNCT
easat-11489	276	14	detection	detection	NOUN
easat-11489	276	15	of	of	ADP
easat-11489	276	16	chocolate	chocolate	NOUN
easat-11489	276	17	powder	powder	NOUN
easat-11489	276	18	adulteration	adulteration	NOUN
easat-11489	276	19	with	with	ADP
easat-11489	276	20	peanut	peanut	NOUN
easat-11489	276	21	using	use	VERB
easat-11489	276	22	near	near	ADV
easat-11489	276	23	-	-	PUNCT
easat-11489	276	24	infrared	infrared	ADJ
easat-11489	276	25	hyperspectral	hyperspectral	ADJ
easat-11489	276	26	imaging	imaging	NOUN
easat-11489	276	27	and	and	CCONJ
easat-11489	276	28	multivariate	multivariate	NOUN
easat-11489	276	29	curve	curve	NOUN
easat-11489	276	30	resolution	resolution	NOUN
easat-11489	276	31	,	,	PUNCT
easat-11489	276	32	"	"	PUNCT
easat-11489	276	33	food	food	NOUN
easat-11489	276	34	control	control	NOUN
easat-11489	276	35	,	,	PUNCT
easat-11489	276	36	vol	vol	NOUN
easat-11489	276	37	.	.	PROPN
easat-11489	276	38	119	119	NUM
easat-11489	276	39	,	,	PUNCT
easat-11489	276	40	p.	p.	NOUN
easat-11489	276	41	107454	107454	NUM
easat-11489	276	42	,	,	PUNCT
easat-11489	276	43	2021	2021	NUM
easat-11489	276	44	.	.	PUNCT
easat-11489	277	1	https://doi.org/10.1016/j.foodcont.2020.107454	https://doi.org/10.1016/j.foodcont.2020.107454	PROPN
easat-11489	277	2	[	[	X
easat-11489	277	3	24	24	NUM
easat-11489	277	4	]	]	X
easat-11489	277	5	d.	d.	PROPN
easat-11489	277	6	khamsopha	khamsopha	PROPN
easat-11489	277	7	,	,	PUNCT
easat-11489	277	8	s.	s.	PROPN
easat-11489	277	9	woranitta	woranitta	PROPN
easat-11489	277	10	,	,	PUNCT
easat-11489	277	11	and	and	CCONJ
easat-11489	277	12	s.	s.	PROPN
easat-11489	277	13	teerachaichayut	teerachaichayut	PROPN
easat-11489	277	14	,	,	PUNCT
easat-11489	277	15	"	"	PUNCT
easat-11489	277	16	utilizing	utilize	VERB
easat-11489	277	17	near	near	ADP
easat-11489	277	18	infrared	infrared	ADJ
easat-11489	277	19	hyperspectral	hyperspectral	ADJ
easat-11489	277	20	imaging	imaging	NOUN
easat-11489	277	21	for	for	ADP
easat-11489	277	22	quantitatively	quantitatively	ADV
easat-11489	277	23	predicting	predict	VERB
easat-11489	277	24	adulteration	adulteration	NOUN
easat-11489	277	25	in	in	ADP
easat-11489	277	26	tapioca	tapioca	NOUN
easat-11489	277	27	starch	starch	NOUN
easat-11489	277	28	,	,	PUNCT
easat-11489	277	29	"	"	PUNCT
easat-11489	277	30	food	food	NOUN
easat-11489	277	31	control	control	NOUN
easat-11489	277	32	,	,	PUNCT
easat-11489	277	33	vol	vol	NOUN
easat-11489	277	34	.	.	PROPN
easat-11489	277	35	123	123	NUM
easat-11489	277	36	,	,	PUNCT
easat-11489	277	37	p.	p.	NOUN
easat-11489	277	38	107781	107781	NUM
easat-11489	277	39	,	,	PUNCT
easat-11489	277	40	2021	2021	NUM
easat-11489	277	41	.	.	PUNCT
easat-11489	278	1	https://doi.org/10.1016/j.foodcont.2020.107781	https://doi.org/10.1016/j.foodcont.2020.107781	PROPN
easat-11489	278	2	[	[	X
easat-11489	278	3	25	25	NUM
easat-11489	278	4	]	]	PUNCT
easat-11489	278	5	w.	w.	PROPN
easat-11489	278	6	sahachairungrueng	sahachairungrueng	PROPN
easat-11489	278	7	,	,	PUNCT
easat-11489	278	8	c.	c.	PROPN
easat-11489	278	9	meechan	meechan	PROPN
easat-11489	278	10	,	,	PUNCT
easat-11489	278	11	n.	n.	PROPN
easat-11489	278	12	veerachat	veerachat	PROPN
easat-11489	278	13	,	,	PUNCT
easat-11489	278	14	a.	a.	PROPN
easat-11489	278	15	k.	k.	PROPN
easat-11489	278	16	thompson	thompson	PROPN
easat-11489	278	17	,	,	PUNCT
easat-11489	278	18	and	and	CCONJ
easat-11489	278	19	s.	s.	PROPN
easat-11489	278	20	teerachaichayut	teerachaichayut	PROPN
easat-11489	278	21	,	,	PUNCT
easat-11489	278	22	"	"	PUNCT
easat-11489	278	23	assessing	assess	VERB
easat-11489	278	24	the	the	DET
easat-11489	278	25	levels	level	NOUN
easat-11489	278	26	of	of	ADP
easat-11489	278	27	robusta	robusta	NOUN
easat-11489	278	28	and	and	CCONJ
easat-11489	278	29	arabica	arabica	NOUN
easat-11489	278	30	in	in	ADP
easat-11489	278	31	roasted	roasted	ADJ
easat-11489	278	32	ground	ground	NOUN
easat-11489	278	33	coffee	coffee	NOUN
easat-11489	278	34	using	use	VERB
easat-11489	278	35	nir	nir	ADJ
easat-11489	278	36	hyperspectral	hyperspectral	ADJ
easat-11489	278	37	imaging	imaging	NOUN
easat-11489	278	38	and	and	CCONJ
easat-11489	278	39	ftir	ftir	PROPN
easat-11489	278	40	spectroscopy	spectroscopy	NOUN
easat-11489	278	41	,	,	PUNCT
easat-11489	278	42	"	"	PUNCT
easat-11489	278	43	foods	food	NOUN
easat-11489	278	44	,	,	PUNCT
easat-11489	278	45	vol	vol	NOUN
easat-11489	278	46	.	.	PROPN
easat-11489	278	47	11	11	NUM
easat-11489	278	48	,	,	PUNCT
easat-11489	278	49	no	no	INTJ
easat-11489	278	50	.	.	NOUN
easat-11489	278	51	19	19	NUM
easat-11489	278	52	,	,	PUNCT
easat-11489	278	53	p.	p.	NOUN
easat-11489	278	54	3122	3122	NUM
easat-11489	278	55	,	,	PUNCT
easat-11489	278	56	2022	2022	NUM
easat-11489	278	57	.	.	PUNCT
easat-11489	279	1	https://doi.org/10.3390/foods11193122	https://doi.org/10.3390/foods11193122	X
easat-11489	280	1	[	[	X
easat-11489	280	2	26	26	NUM
easat-11489	280	3	]	]	PUNCT
easat-11489	280	4	l.	l.	PROPN
easat-11489	280	5	zheng	zheng	PROPN
easat-11489	280	6	et	et	PROPN
easat-11489	280	7	al	al	PROPN
easat-11489	280	8	.	.	PROPN
easat-11489	280	9	,	,	PUNCT
easat-11489	280	10	"	"	PUNCT
easat-11489	280	11	determination	determination	NOUN
easat-11489	280	12	of	of	ADP
easat-11489	280	13	adulteration	adulteration	NOUN
easat-11489	280	14	in	in	ADP
easat-11489	280	15	wheat	wheat	NOUN
easat-11489	280	16	flour	flour	NOUN
easat-11489	280	17	using	use	VERB
easat-11489	280	18	multi	multi	ADJ
easat-11489	280	19	-	-	ADJ
easat-11489	280	20	grained	grain	VERB
easat-11489	280	21	cascade	cascade	NOUN
easat-11489	280	22	forest	forest	NOUN
easat-11489	280	23	-	-	PUNCT
easat-11489	280	24	related	relate	VERB
easat-11489	280	25	models	model	NOUN
easat-11489	280	26	coupled	couple	VERB
easat-11489	280	27	with	with	ADP
easat-11489	280	28	the	the	DET
easat-11489	280	29	fusion	fusion	NOUN
easat-11489	280	30	information	information	NOUN
easat-11489	280	31	of	of	ADP
easat-11489	280	32	hyperspectral	hyperspectral	ADJ
easat-11489	280	33	imaging	imaging	NOUN
easat-11489	280	34	,	,	PUNCT
easat-11489	280	35	"	"	PUNCT
easat-11489	280	36	spectrochimica	spectrochimica	NOUN
easat-11489	280	37	acta	acta	PROPN
easat-11489	280	38	part	part	NOUN
easat-11489	280	39	a	a	DET
easat-11489	280	40	:	:	PUNCT
easat-11489	280	41	molecular	molecular	ADJ
easat-11489	280	42	and	and	CCONJ
easat-11489	280	43	biomolecular	biomolecular	ADJ
easat-11489	280	44	spectroscopy	spectroscopy	NOUN
easat-11489	280	45	,	,	PUNCT
easat-11489	280	46	vol	vol	NOUN
easat-11489	280	47	.	.	PROPN
easat-11489	280	48	270	270	NUM
easat-11489	280	49	,	,	PUNCT
easat-11489	280	50	p.	p.	NOUN
easat-11489	280	51	120813	120813	NUM
easat-11489	280	52	,	,	PUNCT
easat-11489	280	53	2022	2022	NUM
easat-11489	280	54	.	.	PUNCT
easat-11489	280	55	https://doi.org/10.1016/j.saa.2021.120813	https://doi.org/10.1016/j.saa.2021.120813	PUNCT
easat-11489	281	1	[	[	X
easat-11489	281	2	27	27	NUM
easat-11489	281	3	]	]	PUNCT
easat-11489	281	4	h.-j	h.-j	PROPN
easat-11489	281	5	.	.	PUNCT
easat-11489	282	1	he	he	PRON
easat-11489	282	2	,	,	PUNCT
easat-11489	282	3	y.	y.	PROPN
easat-11489	282	4	chen	chen	PROPN
easat-11489	282	5	,	,	PUNCT
easat-11489	282	6	g.	g.	PROPN
easat-11489	282	7	li	li	PROPN
easat-11489	282	8	,	,	PUNCT
easat-11489	282	9	y.	y.	PROPN
easat-11489	282	10	wang	wang	PROPN
easat-11489	282	11	,	,	PUNCT
easat-11489	282	12	x.	x.	NOUN
easat-11489	282	13	ou	ou	PROPN
easat-11489	282	14	,	,	PUNCT
easat-11489	282	15	and	and	CCONJ
easat-11489	282	16	j.	j.	PROPN
easat-11489	282	17	guo	guo	PROPN
easat-11489	282	18	,	,	PUNCT
easat-11489	282	19	"	"	PUNCT
easat-11489	282	20	hyperspectral	hyperspectral	ADJ
easat-11489	282	21	imaging	imaging	NOUN
easat-11489	282	22	combined	combine	VERB
easat-11489	282	23	with	with	ADP
easat-11489	282	24	chemometrics	chemometric	NOUN
easat-11489	282	25	for	for	ADP
easat-11489	282	26	rapid	rapid	ADJ
easat-11489	282	27	detection	detection	NOUN
easat-11489	282	28	of	of	ADP
easat-11489	282	29	talcum	talcum	NOUN
easat-11489	282	30	powder	powder	NOUN
easat-11489	282	31	adulterated	adulterate	VERB
easat-11489	282	32	in	in	ADP
easat-11489	282	33	wheat	wheat	NOUN
easat-11489	282	34	flour	flour	NOUN
easat-11489	282	35	,	,	PUNCT
easat-11489	282	36	"	"	PUNCT
easat-11489	282	37	food	food	NOUN
easat-11489	282	38	control	control	NOUN
easat-11489	282	39	,	,	PUNCT
easat-11489	282	40	vol	vol	NOUN
easat-11489	282	41	.	.	PUNCT
easat-11489	282	42	144	144	NUM
easat-11489	282	43	,	,	PUNCT
easat-11489	282	44	p.	p.	NOUN
easat-11489	282	45	109378	109378	NUM
easat-11489	282	46	,	,	PUNCT
easat-11489	282	47	2023	2023	NUM
easat-11489	282	48	.	.	PUNCT
easat-11489	283	1	https://doi.org/10.1016/j.foodcont.2022.109378	https://doi.org/10.1016/j.foodcont.2022.109378	PROPN
easat-11489	284	1	[	[	X
easat-11489	284	2	28	28	NUM
easat-11489	284	3	]	]	X
easat-11489	284	4	d.	d.	PROPN
easat-11489	284	5	saha	saha	PROPN
easat-11489	284	6	,	,	PUNCT
easat-11489	284	7	t.	t.	PROPN
easat-11489	284	8	senthilkumar	senthilkumar	PROPN
easat-11489	284	9	,	,	PUNCT
easat-11489	284	10	c.	c.	PROPN
easat-11489	284	11	b.	b.	PROPN
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easat-11489	284	13	,	,	PUNCT
easat-11489	284	14	and	and	CCONJ
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easat-11489	284	18	"	"	PUNCT
easat-11489	284	19	quantitative	quantitative	ADJ
easat-11489	284	20	detection	detection	NOUN
easat-11489	284	21	of	of	ADP
easat-11489	284	22	metanil	metanil	ADJ
easat-11489	284	23	yellow	yellow	ADJ
easat-11489	284	24	adulteration	adulteration	NOUN
easat-11489	284	25	in	in	ADP
easat-11489	284	26	chickpea	chickpea	NOUN
easat-11489	284	27	flour	flour	NOUN
easat-11489	284	28	using	use	VERB
easat-11489	284	29	line	line	NOUN
easat-11489	284	30	-	-	PUNCT
easat-11489	284	31	scan	scan	NOUN
easat-11489	284	32	near	near	ADV
easat-11489	284	33	-	-	PUNCT
easat-11489	284	34	infrared	infrared	ADJ
easat-11489	284	35	hyperspectral	hyperspectral	ADJ
easat-11489	284	36	imaging	imaging	NOUN
easat-11489	284	37	with	with	ADP
easat-11489	284	38	partial	partial	ADJ
easat-11489	284	39	least	least	ADJ
easat-11489	284	40	square	square	ADJ
easat-11489	284	41	regression	regression	NOUN
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easat-11489	284	47	https://doi.org/10.1016/j.foodchem.2023.136461	https://doi.org/10.1016/j.foodchem.2023.136461	PROPN
easat-11489	284	48	https://doi.org/10.1111/1541-4337.12436	https://doi.org/10.1111/1541-4337.12436	PROPN
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easat-11489	284	50	https://doi.org/10.1155/2017/5019816	https://doi.org/10.1155/2017/5019816	PROPN
easat-11489	284	51	https://doi.org/10.1016/j.foodres.2022.111198	https://doi.org/10.1016/j.foodres.2022.111198	ADJ
easat-11489	284	52	https://doi.org/10.1016/j.jfca.2024.105994	https://doi.org/10.1016/j.jfca.2024.105994	PROPN
easat-11489	284	53	https://doi.org/10.1016/j.jfca.2025.108422	https://doi.org/10.1016/j.jfca.2025.108422	ADJ
easat-11489	284	54	https://doi.org/10.3390/photochem1020008	https://doi.org/10.3390/photochem1020008	NOUN
easat-11489	284	55	https://doi.org/10.1016/j.biosystemseng.2019.06.010	https://doi.org/10.1016/j.biosystemseng.2019.06.010	NOUN
easat-11489	284	56	https://doi.org/10.1016/j.foodcont.2020.107454	https://doi.org/10.1016/j.foodcont.2020.107454	PROPN
easat-11489	284	57	https://doi.org/10.1016/j.foodcont.2020.107781	https://doi.org/10.1016/j.foodcont.2020.107781	ADJ
easat-11489	284	58	https://doi.org/10.3390/foods11193122	https://doi.org/10.3390/foods11193122	NOUN
easat-11489	284	59	https://doi.org/10.1016/j.saa.2021.120813	https://doi.org/10.1016/j.saa.2021.120813	PUNCT
easat-11489	285	1	https://doi.org/10.1016/j.foodcont.2022.109378	https://doi.org/10.1016/j.foodcont.2022.109378	PROPN
easat-11489	285	2	15	15	NUM
easat-11489	285	3	edelweiss	edelweiss	PROPN
easat-11489	285	4	applied	apply	VERB
easat-11489	285	5	science	science	NOUN
easat-11489	285	6	and	and	CCONJ
easat-11489	285	7	technology	technology	NOUN
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easat-11489	285	10	2576	2576	NUM
easat-11489	285	11	-	-	SYM
easat-11489	285	12	8484	8484	NUM
easat-11489	285	13	vol	vol	NOUN
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easat-11489	286	1	10	10	NUM
easat-11489	286	2	,	,	PUNCT
easat-11489	286	3	no	no	INTJ
easat-11489	286	4	.	.	NOUN
easat-11489	286	5	1	1	NUM
easat-11489	286	6	:	:	SYM
easat-11489	286	7	1	1	NUM
easat-11489	286	8	-	-	SYM
easat-11489	286	9	15	15	NUM
easat-11489	286	10	,	,	PUNCT
easat-11489	286	11	2026	2026	NUM
easat-11489	286	12	doi	doi	NOUN
easat-11489	286	13	:	:	PUNCT
easat-11489	286	14	10.55214/2576	10.55214/2576	NUM
easat-11489	286	15	-	-	PUNCT
easat-11489	286	16	8484.v10i1.11489	8484.v10i1.11489	NOUN
easat-11489	286	17	©	©	PROPN
easat-11489	286	18	2026	2026	NUM
easat-11489	286	19	by	by	ADP
easat-11489	286	20	the	the	DET
easat-11489	286	21	authors	author	NOUN
easat-11489	286	22	;	;	PUNCT
easat-11489	286	23	licensee	licensee	PROPN
easat-11489	286	24	learning	learning	NOUN
easat-11489	286	25	gate	gate	NOUN
easat-11489	286	26	and	and	CCONJ
easat-11489	286	27	one	one	NUM
easat-11489	286	28	-	-	PUNCT
easat-11489	286	29	dimensional	dimensional	ADJ
easat-11489	286	30	convolutional	convolutional	ADJ
easat-11489	286	31	neural	neural	ADJ
easat-11489	286	32	network	network	NOUN
easat-11489	286	33	,	,	PUNCT
easat-11489	286	34	"	"	PUNCT
easat-11489	286	35	journal	journal	NOUN
easat-11489	286	36	of	of	ADP
easat-11489	286	37	food	food	NOUN
easat-11489	286	38	composition	composition	NOUN
easat-11489	286	39	and	and	CCONJ
easat-11489	286	40	analysis	analysis	NOUN
easat-11489	286	41	,	,	PUNCT
easat-11489	286	42	vol	vol	NOUN
easat-11489	286	43	.	.	PUNCT
easat-11489	286	44	120	120	NUM
easat-11489	286	45	,	,	PUNCT
easat-11489	286	46	p.	p.	NOUN
easat-11489	286	47	105290	105290	NUM
easat-11489	286	48	,	,	PUNCT
easat-11489	286	49	2023	2023	NUM
easat-11489	286	50	.	.	PUNCT
easat-11489	287	1	https://doi.org/10.1016/j.jfca.2023.105290	https://doi.org/10.1016/j.jfca.2023.105290	PROPN
easat-11489	287	2	[	[	X
easat-11489	287	3	29	29	NUM
easat-11489	287	4	]	]	PUNCT
easat-11489	287	5	w.	w.	NOUN
easat-11489	287	6	song	song	PROPN
easat-11489	287	7	et	et	PROPN
easat-11489	287	8	al	al	PROPN
easat-11489	287	9	.	.	PROPN
easat-11489	287	10	,	,	PUNCT
easat-11489	287	11	"	"	PUNCT
easat-11489	287	12	authentication	authentication	NOUN
easat-11489	287	13	and	and	CCONJ
easat-11489	287	14	quality	quality	NOUN
easat-11489	287	15	assessment	assessment	NOUN
easat-11489	287	16	of	of	ADP
easat-11489	287	17	whey	whey	PROPN
easat-11489	287	18	protein	protein	NOUN
easat-11489	287	19	-	-	PUNCT
easat-11489	287	20	based	base	VERB
easat-11489	287	21	sports	sport	NOUN
easat-11489	287	22	supplements	supplement	NOUN
easat-11489	287	23	using	use	VERB
easat-11489	287	24	portable	portable	ADJ
easat-11489	287	25	near	near	ADV
easat-11489	287	26	-	-	PUNCT
easat-11489	287	27	infrared	infrared	ADJ
easat-11489	287	28	spectroscopy	spectroscopy	NOUN
easat-11489	287	29	and	and	CCONJ
easat-11489	287	30	hyperspectral	hyperspectral	ADJ
easat-11489	287	31	imaging	imaging	NOUN
easat-11489	287	32	,	,	PUNCT
easat-11489	287	33	"	"	PUNCT
easat-11489	287	34	food	food	NOUN
easat-11489	287	35	research	research	NOUN
easat-11489	287	36	international	international	ADJ
easat-11489	287	37	,	,	PUNCT
easat-11489	287	38	vol	vol	NOUN
easat-11489	287	39	.	.	NOUN
easat-11489	287	40	203	203	NUM
easat-11489	287	41	,	,	PUNCT
easat-11489	287	42	p.	p.	NOUN
easat-11489	287	43	115807	115807	NUM
easat-11489	287	44	,	,	PUNCT
easat-11489	287	45	2025	2025	NUM
easat-11489	287	46	.	.	PUNCT
easat-11489	288	1	https://doi.org/10.1016/j.foodres.2025.115807	https://doi.org/10.1016/j.foodres.2025.115807	PROPN
easat-11489	288	2	[	[	X
easat-11489	288	3	30	30	NUM
easat-11489	288	4	]	]	PUNCT
easat-11489	288	5	a.	a.	NOUN
easat-11489	288	6	menevseoglu	menevseoglu	PROPN
easat-11489	288	7	,	,	PUNCT
easat-11489	288	8	n.	n.	PROPN
easat-11489	288	9	gunes	gune	NOUN
easat-11489	288	10	,	,	PUNCT
easat-11489	288	11	e.	e.	PROPN
easat-11489	288	12	agcam	agcam	PROPN
easat-11489	288	13	,	,	PUNCT
easat-11489	288	14	s.	s.	PROPN
easat-11489	288	15	s.	s.	PROPN
easat-11489	288	16	turgut	turgut	PROPN
easat-11489	288	17	,	,	PUNCT
easat-11489	288	18	and	and	CCONJ
easat-11489	288	19	d.	d.	PROPN
easat-11489	288	20	pérez	pérez	PROPN
easat-11489	288	21	-	-	PUNCT
easat-11489	288	22	marín	marín	PROPN
easat-11489	288	23	,	,	PUNCT
easat-11489	288	24	"	"	PUNCT
easat-11489	288	25	comprehensive	comprehensive	ADJ
easat-11489	288	26	chemometric	chemometric	ADJ
easat-11489	288	27	and	and	CCONJ
easat-11489	288	28	machine	machine	NOUN
easat-11489	288	29	learning	learning	NOUN
easat-11489	288	30	methods	method	NOUN
easat-11489	288	31	for	for	ADP
easat-11489	288	32	determination	determination	NOUN
easat-11489	288	33	of	of	ADP
easat-11489	288	34	synthetic	synthetic	ADJ
easat-11489	288	35	dyes	dye	NOUN
easat-11489	288	36	adulteration	adulteration	NOUN
easat-11489	288	37	in	in	ADP
easat-11489	288	38	ceylon	ceylon	PROPN
easat-11489	288	39	tea	tea	PROPN
easat-11489	288	40	via	via	ADP
easat-11489	288	41	nir	nir	ADJ
easat-11489	288	42	spectroscopy	spectroscopy	NOUN
easat-11489	288	43	and	and	CCONJ
easat-11489	288	44	hyperspectral	hyperspectral	ADJ
easat-11489	288	45	imaging	imaging	NOUN
easat-11489	288	46	,	,	PUNCT
easat-11489	288	47	"	"	PUNCT
easat-11489	288	48	microchemical	microchemical	ADJ
easat-11489	288	49	journal	journal	NOUN
easat-11489	288	50	,	,	PUNCT
easat-11489	288	51	vol	vol	NOUN
easat-11489	288	52	.	.	PROPN
easat-11489	288	53	218	218	NUM
easat-11489	288	54	,	,	PUNCT
easat-11489	288	55	p.	p.	NOUN
easat-11489	288	56	115697	115697	NUM
easat-11489	288	57	,	,	PUNCT
easat-11489	288	58	2025	2025	NUM
easat-11489	288	59	.	.	PUNCT
easat-11489	289	1	https://doi.org/10.1016/j.microc.2025.115697	https://doi.org/10.1016/j.microc.2025.115697	ADV
easat-11489	289	2	[	[	X
easat-11489	289	3	31	31	NUM
easat-11489	289	4	]	]	PUNCT
easat-11489	289	5	m.	m.	NOUN
easat-11489	289	6	luan	luan	PROPN
easat-11489	289	7	et	et	PROPN
easat-11489	289	8	al	al	PROPN
easat-11489	289	9	.	.	PROPN
easat-11489	289	10	,	,	PUNCT
easat-11489	289	11	"	"	PUNCT
easat-11489	289	12	hyperspectral	hyperspectral	ADJ
easat-11489	289	13	imaging	imaging	NOUN
easat-11489	289	14	combined	combine	VERB
easat-11489	289	15	with	with	ADP
easat-11489	289	16	chemometrics	chemometric	NOUN
easat-11489	289	17	for	for	ADP
easat-11489	289	18	rapid	rapid	ADJ
easat-11489	289	19	detection	detection	NOUN
easat-11489	289	20	of	of	ADP
easat-11489	289	21	poria	poria	PROPN
easat-11489	289	22	cocos	cocos	PROPN
easat-11489	289	23	adulteration	adulteration	NOUN
easat-11489	289	24	:	:	PUNCT
easat-11489	289	25	a	a	DET
easat-11489	289	26	qualitative	qualitative	ADJ
easat-11489	289	27	and	and	CCONJ
easat-11489	289	28	quantitative	quantitative	ADJ
easat-11489	289	29	approach	approach	NOUN
easat-11489	289	30	,	,	PUNCT
easat-11489	289	31	"	"	PUNCT
easat-11489	289	32	journal	journal	NOUN
easat-11489	289	33	of	of	ADP
easat-11489	289	34	food	food	NOUN
easat-11489	289	35	composition	composition	NOUN
easat-11489	289	36	and	and	CCONJ
easat-11489	289	37	analysis	analysis	NOUN
easat-11489	289	38	,	,	PUNCT
easat-11489	289	39	vol	vol	NOUN
easat-11489	289	40	.	.	PROPN
easat-11489	289	41	145	145	NUM
easat-11489	289	42	,	,	PUNCT
easat-11489	289	43	p.	p.	NOUN
easat-11489	289	44	107835	107835	NUM
easat-11489	289	45	,	,	PUNCT
easat-11489	289	46	2025	2025	NUM
easat-11489	289	47	.	.	PUNCT
easat-11489	290	1	https://doi.org/10.1016/j.jfca.2025.107835	https://doi.org/10.1016/j.jfca.2025.107835	NOUN
easat-11489	290	2	[	[	X
easat-11489	290	3	32	32	NUM
easat-11489	290	4	]	]	PUNCT
easat-11489	290	5	g.-u	g.-u	NOUN
easat-11489	290	6	.	.	PUNCT
easat-11489	291	1	seong	seong	PROPN
easat-11489	291	2	et	et	PROPN
easat-11489	291	3	al	al	PROPN
easat-11489	291	4	.	.	PROPN
easat-11489	291	5	,	,	PUNCT
easat-11489	291	6	"	"	PUNCT
easat-11489	291	7	characterization	characterization	NOUN
easat-11489	291	8	of	of	ADP
easat-11489	291	9	bioactive	bioactive	ADJ
easat-11489	291	10	compounds	compound	NOUN
easat-11489	291	11	in	in	ADP
easat-11489	291	12	phytophthora	phytophthora	NOUN
easat-11489	291	13	blight	blight	NOUN
easat-11489	291	14	-	-	PUNCT
easat-11489	291	15	infected	infect	VERB
easat-11489	291	16	red	red	ADJ
easat-11489	291	17	pepper	pepper	NOUN
easat-11489	291	18	powder	powder	NOUN
easat-11489	291	19	(	(	PUNCT
easat-11489	291	20	capsicum	capsicum	NOUN
easat-11489	291	21	annuum	annuum	NOUN
easat-11489	291	22	)	)	PUNCT
easat-11489	291	23	and	and	CCONJ
easat-11489	291	24	nondestructive	nondestructive	ADJ
easat-11489	291	25	discrimination	discrimination	NOUN
easat-11489	291	26	of	of	ADP
easat-11489	291	27	adulteration	adulteration	NOUN
easat-11489	291	28	ratios	ratio	NOUN
easat-11489	291	29	using	use	VERB
easat-11489	291	30	hyperspectral	hyperspectral	ADJ
easat-11489	291	31	imaging	imaging	NOUN
easat-11489	291	32	,	,	PUNCT
easat-11489	291	33	"	"	PUNCT
easat-11489	291	34	food	food	NOUN
easat-11489	291	35	bioscience	bioscience	NOUN
easat-11489	291	36	,	,	PUNCT
easat-11489	291	37	vol	vol	NOUN
easat-11489	291	38	.	.	PROPN
easat-11489	291	39	63	63	NUM
easat-11489	291	40	,	,	PUNCT
easat-11489	291	41	p.	p.	NOUN
easat-11489	291	42	105662	105662	NUM
easat-11489	291	43	,	,	PUNCT
easat-11489	291	44	2025	2025	NUM
easat-11489	291	45	.	.	PUNCT
easat-11489	292	1	https://doi.org/10.1016/j.fbio.2024.105662	https://doi.org/10.1016/j.fbio.2024.105662	NOUN
easat-11489	292	2	[	[	X
easat-11489	292	3	33	33	NUM
easat-11489	292	4	]	]	PUNCT
easat-11489	292	5	g.	g.	PROPN
easat-11489	292	6	özdoğan	özdoğan	PROPN
easat-11489	292	7	,	,	PUNCT
easat-11489	292	8	x.	x.	NOUN
easat-11489	292	9	lin	lin	PROPN
easat-11489	292	10	,	,	PUNCT
easat-11489	292	11	and	and	CCONJ
easat-11489	292	12	d.-w	d.-w	NOUN
easat-11489	292	13	.	.	PUNCT
easat-11489	293	1	sun	sun	NOUN
easat-11489	293	2	,	,	PUNCT
easat-11489	293	3	"	"	PUNCT
easat-11489	293	4	rapid	rapid	ADJ
easat-11489	293	5	and	and	CCONJ
easat-11489	293	6	noninvasive	noninvasive	ADJ
easat-11489	293	7	sensory	sensory	ADJ
easat-11489	293	8	analyses	analysis	NOUN
easat-11489	293	9	of	of	ADP
easat-11489	293	10	food	food	NOUN
easat-11489	293	11	products	product	NOUN
easat-11489	293	12	by	by	ADP
easat-11489	293	13	hyperspectral	hyperspectral	ADJ
easat-11489	293	14	imaging	imaging	NOUN
easat-11489	293	15	:	:	PUNCT
easat-11489	293	16	recent	recent	ADJ
easat-11489	293	17	application	application	NOUN
easat-11489	293	18	developments	development	NOUN
easat-11489	293	19	,	,	PUNCT
easat-11489	293	20	"	"	PUNCT
easat-11489	293	21	trends	trend	NOUN
easat-11489	293	22	in	in	ADP
easat-11489	293	23	food	food	NOUN
easat-11489	293	24	science	science	NOUN
easat-11489	293	25	&	&	CCONJ
easat-11489	293	26	technology	technology	PROPN
easat-11489	293	27	,	,	PUNCT
easat-11489	293	28	vol	vol	NOUN
easat-11489	293	29	.	.	NOUN
easat-11489	293	30	111	111	NUM
easat-11489	293	31	,	,	PUNCT
easat-11489	293	32	pp	pp	ADJ
easat-11489	293	33	.	.	PUNCT
easat-11489	294	1	151	151	NUM
easat-11489	294	2	-	-	SYM
easat-11489	294	3	165	165	NUM
easat-11489	294	4	,	,	PUNCT
easat-11489	294	5	2021	2021	NUM
easat-11489	294	6	.	.	PUNCT
easat-11489	295	1	https://doi.org/10.1016/j.tifs.2021.02.044	https://doi.org/10.1016/j.tifs.2021.02.044	PROPN
easat-11489	296	1	[	[	X
easat-11489	296	2	34	34	NUM
easat-11489	296	3	]	]	PUNCT
easat-11489	296	4	m.	m.	PROPN
easat-11489	296	5	medina	medina	PROPN
easat-11489	296	6	–	–	PUNCT
easat-11489	296	7	garcía	garcía	PROPN
easat-11489	296	8	,	,	PUNCT
easat-11489	296	9	j.	j.	PROPN
easat-11489	296	10	m.	m.	PROPN
easat-11489	296	11	amigo	amigo	PROPN
easat-11489	296	12	,	,	PUNCT
easat-11489	296	13	m.	m.	NOUN
easat-11489	296	14	a.	a.	PROPN
easat-11489	296	15	martínez	martínez	PROPN
easat-11489	296	16	-	-	PUNCT
easat-11489	296	17	domingo	domingo	PROPN
easat-11489	296	18	,	,	PUNCT
easat-11489	296	19	e.	e.	PROPN
easat-11489	296	20	m.	m.	PROPN
easat-11489	296	21	valero	valero	PROPN
easat-11489	296	22	,	,	PUNCT
easat-11489	296	23	and	and	CCONJ
easat-11489	296	24	a.	a.	NOUN
easat-11489	296	25	m.	m.	NOUN
easat-11489	296	26	jiménez	jiménez	PROPN
easat-11489	296	27	–	–	PUNCT
easat-11489	296	28	carvelo	carvelo	NOUN
easat-11489	296	29	,	,	PUNCT
easat-11489	296	30	"	"	PUNCT
easat-11489	296	31	strategies	strategy	NOUN
easat-11489	296	32	for	for	ADP
easat-11489	296	33	analysing	analyse	VERB
easat-11489	296	34	hyperspectral	hyperspectral	ADJ
easat-11489	296	35	imaging	imaging	NOUN
easat-11489	296	36	data	datum	NOUN
easat-11489	296	37	for	for	ADP
easat-11489	296	38	food	food	NOUN
easat-11489	296	39	quality	quality	NOUN
easat-11489	296	40	and	and	CCONJ
easat-11489	296	41	safety	safety	NOUN
easat-11489	296	42	issues	issue	NOUN
easat-11489	296	43	–	–	PUNCT
easat-11489	296	44	a	a	DET
easat-11489	296	45	critical	critical	ADJ
easat-11489	296	46	review	review	NOUN
easat-11489	296	47	of	of	ADP
easat-11489	296	48	the	the	DET
easat-11489	296	49	last	last	ADJ
easat-11489	296	50	5	5	NUM
easat-11489	296	51	years	year	NOUN
easat-11489	296	52	,	,	PUNCT
easat-11489	296	53	"	"	PUNCT
easat-11489	296	54	microchemical	microchemical	ADJ
easat-11489	296	55	journal	journal	NOUN
easat-11489	296	56	,	,	PUNCT
easat-11489	296	57	vol	vol	NOUN
easat-11489	296	58	.	.	PROPN
easat-11489	297	1	214	214	NUM
easat-11489	297	2	,	,	PUNCT
easat-11489	297	3	p.	p.	NOUN
easat-11489	297	4	113994	113994	NUM
easat-11489	297	5	,	,	PUNCT
easat-11489	297	6	2025	2025	NUM
easat-11489	297	7	.	.	PUNCT
easat-11489	298	1	https://doi.org/10.1016/j.microc.2025.113994	https://doi.org/10.1016/j.microc.2025.113994	ADJ
easat-11489	298	2	[	[	X
easat-11489	298	3	35	35	NUM
easat-11489	298	4	]	]	PUNCT
easat-11489	298	5	z.	z.	PROPN
easat-11489	298	6	kang	kang	PROPN
easat-11489	298	7	,	,	PUNCT
easat-11489	298	8	y.	y.	PROPN
easat-11489	298	9	zhao	zhao	PROPN
easat-11489	298	10	,	,	PUNCT
easat-11489	298	11	l.	l.	PROPN
easat-11489	298	12	chen	chen	PROPN
easat-11489	298	13	,	,	PUNCT
easat-11489	298	14	y.	y.	PROPN
easat-11489	298	15	guo	guo	PROPN
easat-11489	298	16	,	,	PUNCT
easat-11489	298	17	q.	q.	PROPN
easat-11489	298	18	mu	mu	PROPN
easat-11489	298	19	,	,	PUNCT
easat-11489	298	20	and	and	CCONJ
easat-11489	298	21	s.	s.	PROPN
easat-11489	298	22	wang	wang	PROPN
easat-11489	298	23	,	,	PUNCT
easat-11489	298	24	"	"	PUNCT
easat-11489	298	25	advances	advance	NOUN
easat-11489	298	26	in	in	ADP
easat-11489	298	27	machine	machine	NOUN
easat-11489	298	28	learning	learning	NOUN
easat-11489	298	29	and	and	CCONJ
easat-11489	298	30	hyperspectral	hyperspectral	ADJ
easat-11489	298	31	imaging	imaging	NOUN
easat-11489	298	32	in	in	ADP
easat-11489	298	33	the	the	DET
easat-11489	298	34	food	food	NOUN
easat-11489	298	35	supply	supply	NOUN
easat-11489	298	36	chain	chain	NOUN
easat-11489	298	37	,	,	PUNCT
easat-11489	298	38	"	"	PUNCT
easat-11489	298	39	food	food	NOUN
easat-11489	298	40	engineering	engineering	NOUN
easat-11489	298	41	reviews	review	NOUN
easat-11489	298	42	,	,	PUNCT
easat-11489	298	43	vol	vol	NOUN
easat-11489	298	44	.	.	PROPN
easat-11489	299	1	14	14	NUM
easat-11489	299	2	,	,	PUNCT
easat-11489	299	3	pp	pp	ADJ
easat-11489	299	4	.	.	PUNCT
easat-11489	300	1	596	596	NUM
easat-11489	300	2	-	-	SYM
easat-11489	300	3	616	616	NUM
easat-11489	300	4	,	,	PUNCT
easat-11489	300	5	2022	2022	NUM
easat-11489	300	6	.	.	PUNCT
easat-11489	301	1	https://doi.org/10.1007/s12393-02209322-2	https://doi.org/10.1007/s12393-02209322-2	NOUN
easat-11489	302	1	[	[	X
easat-11489	302	2	36	36	NUM
easat-11489	302	3	]	]	PUNCT
easat-11489	302	4	m.	m.	NOUN
easat-11489	302	5	nikzadfar	nikzadfar	ADV
easat-11489	302	6	et	et	PROPN
easat-11489	302	7	al	al	PROPN
easat-11489	302	8	.	.	PROPN
easat-11489	302	9	,	,	PUNCT
easat-11489	302	10	"	"	PUNCT
easat-11489	302	11	hyperspectral	hyperspectral	ADJ
easat-11489	302	12	imaging	imaging	NOUN
easat-11489	302	13	aiding	aid	VERB
easat-11489	302	14	artificial	artificial	ADJ
easat-11489	302	15	intelligence	intelligence	NOUN
easat-11489	302	16	:	:	PUNCT
easat-11489	302	17	a	a	DET
easat-11489	302	18	reliable	reliable	ADJ
easat-11489	302	19	approach	approach	NOUN
easat-11489	302	20	for	for	ADP
easat-11489	302	21	food	food	NOUN
easat-11489	302	22	qualification	qualification	NOUN
easat-11489	302	23	and	and	CCONJ
easat-11489	302	24	safety	safety	NOUN
easat-11489	302	25	,	,	PUNCT
easat-11489	302	26	"	"	PUNCT
easat-11489	302	27	applied	apply	VERB
easat-11489	302	28	sciences	science	NOUN
easat-11489	302	29	,	,	PUNCT
easat-11489	302	30	vol	vol	NOUN
easat-11489	302	31	.	.	PROPN
easat-11489	302	32	14	14	NUM
easat-11489	302	33	,	,	PUNCT
easat-11489	302	34	no	no	INTJ
easat-11489	302	35	.	.	NOUN
easat-11489	302	36	21	21	NUM
easat-11489	302	37	,	,	PUNCT
easat-11489	302	38	p.	p.	NOUN
easat-11489	302	39	9821	9821	NUM
easat-11489	302	40	,	,	PUNCT
easat-11489	302	41	2024	2024	NUM
easat-11489	302	42	.	.	PUNCT
easat-11489	303	1	https://doi.org/10.3390/app14219821	https://doi.org/10.3390/app14219821	NOUN
easat-11489	303	2	[	[	PUNCT
easat-11489	303	3	37	37	NUM
easat-11489	303	4	]	]	PUNCT
easat-11489	303	5	m.-f	m.-f	NOUN
easat-11489	303	6	.	.	PUNCT
easat-11489	304	1	cheng	cheng	PROPN
easat-11489	304	2	,	,	PUNCT
easat-11489	304	3	a.	a.	NOUN
easat-11489	304	4	mukundan	mukundan	PROPN
easat-11489	304	5	,	,	PUNCT
easat-11489	304	6	r.	r.	PROPN
easat-11489	304	7	karmakar	karmakar	PROPN
easat-11489	304	8	,	,	PUNCT
easat-11489	304	9	m.	m.	PROPN
easat-11489	304	10	a.	a.	PROPN
easat-11489	304	11	e.	e.	PROPN
easat-11489	304	12	valappil	valappil	PROPN
easat-11489	304	13	,	,	PUNCT
easat-11489	304	14	j.	j.	PROPN
easat-11489	304	15	jouhar	jouhar	PROPN
easat-11489	304	16	,	,	PUNCT
easat-11489	304	17	and	and	CCONJ
easat-11489	304	18	h.-c	h.-c	PROPN
easat-11489	304	19	.	.	PUNCT
easat-11489	305	1	wang	wang	PROPN
easat-11489	305	2	,	,	PUNCT
easat-11489	305	3	"	"	PUNCT
easat-11489	305	4	modern	modern	ADJ
easat-11489	305	5	trends	trend	NOUN
easat-11489	305	6	and	and	CCONJ
easat-11489	305	7	recent	recent	ADJ
easat-11489	305	8	applications	application	NOUN
easat-11489	305	9	of	of	ADP
easat-11489	305	10	hyperspectral	hyperspectral	ADJ
easat-11489	305	11	imaging	imaging	NOUN
easat-11489	305	12	:	:	PUNCT
easat-11489	305	13	a	a	DET
easat-11489	305	14	review	review	NOUN
easat-11489	305	15	,	,	PUNCT
easat-11489	305	16	"	"	PUNCT
easat-11489	305	17	technologies	technology	NOUN
easat-11489	305	18	,	,	PUNCT
easat-11489	305	19	vol	vol	NOUN
easat-11489	305	20	.	.	PROPN
easat-11489	305	21	13	13	NUM
easat-11489	305	22	,	,	PUNCT
easat-11489	305	23	no	no	INTJ
easat-11489	305	24	.	.	NOUN
easat-11489	305	25	5	5	NUM
easat-11489	305	26	,	,	PUNCT
easat-11489	305	27	p.	p.	NOUN
easat-11489	305	28	170	170	NUM
easat-11489	305	29	,	,	PUNCT
easat-11489	305	30	2025	2025	NUM
easat-11489	305	31	.	.	PUNCT
easat-11489	306	1	https://doi.org/10.3390/technologies13050170	https://doi.org/10.3390/technologies13050170	NOUN
easat-11489	307	1	[	[	X
easat-11489	307	2	38	38	NUM
easat-11489	307	3	]	]	PUNCT
easat-11489	307	4	j.	j.	PROPN
easat-11489	307	5	mendez	mendez	PROPN
easat-11489	307	6	,	,	PUNCT
easat-11489	307	7	l.	l.	PROPN
easat-11489	307	8	mendoza	mendoza	PROPN
easat-11489	307	9	,	,	PUNCT
easat-11489	307	10	j.	j.	PROPN
easat-11489	307	11	cruz	cruz	PROPN
easat-11489	307	12	-	-	PUNCT
easat-11489	307	13	tirado	tirado	NOUN
easat-11489	307	14	,	,	PUNCT
easat-11489	307	15	r.	r.	PROPN
easat-11489	307	16	quevedo	quevedo	PROPN
easat-11489	307	17	,	,	PUNCT
easat-11489	307	18	and	and	CCONJ
easat-11489	307	19	r.	r.	PROPN
easat-11489	307	20	siche	siche	PROPN
easat-11489	307	21	,	,	PUNCT
easat-11489	307	22	"	"	PUNCT
easat-11489	307	23	trends	trend	NOUN
easat-11489	307	24	in	in	ADP
easat-11489	307	25	application	application	NOUN
easat-11489	307	26	of	of	ADP
easat-11489	307	27	nir	nir	ADJ
easat-11489	307	28	and	and	CCONJ
easat-11489	307	29	hyperspectral	hyperspectral	ADJ
easat-11489	307	30	imaging	imaging	NOUN
easat-11489	307	31	for	for	ADP
easat-11489	307	32	food	food	NOUN
easat-11489	307	33	authentication	authentication	NOUN
easat-11489	307	34	,	,	PUNCT
easat-11489	307	35	"	"	PUNCT
easat-11489	307	36	scientia	scientia	PROPN
easat-11489	307	37	agropecuaria	agropecuaria	PROPN
easat-11489	307	38	,	,	PUNCT
easat-11489	307	39	vol	vol	NOUN
easat-11489	307	40	.	.	PROPN
easat-11489	307	41	10	10	NUM
easat-11489	307	42	,	,	PUNCT
easat-11489	307	43	no	no	INTJ
easat-11489	307	44	.	.	NOUN
easat-11489	307	45	1	1	NUM
easat-11489	307	46	,	,	PUNCT
easat-11489	307	47	pp	pp	ADJ
easat-11489	307	48	.	.	PUNCT
easat-11489	308	1	143	143	NUM
easat-11489	308	2	-	-	SYM
easat-11489	308	3	161	161	NUM
easat-11489	308	4	,	,	PUNCT
easat-11489	308	5	2019	2019	NUM
easat-11489	308	6	.	.	PUNCT
easat-11489	309	1	http://dx.doi.org/10.17268/sci.agropecu.2018.01.16	http://dx.doi.org/10.17268/sci.agropecu.2018.01.16	PROPN
easat-11489	310	1	[	[	X
easat-11489	310	2	39	39	NUM
easat-11489	310	3	]	]	PUNCT
easat-11489	310	4	a.	a.	NOUN
easat-11489	310	5	ndiaye	ndiaye	NOUN
easat-11489	310	6	,	,	PUNCT
easat-11489	310	7	a.	a.	NOUN
easat-11489	310	8	traore	traore	PROPN
easat-11489	310	9	,	,	PUNCT
easat-11489	310	10	p.	p.	PROPN
easat-11489	310	11	s.	s.	PROPN
easat-11489	310	12	gueye	gueye	PROPN
easat-11489	310	13	,	,	PUNCT
easat-11489	310	14	z.	z.	PROPN
easat-11489	310	15	senwo	senwo	PROPN
easat-11489	310	16	,	,	PUNCT
easat-11489	310	17	m.	m.	NOUN
easat-11489	310	18	ndiaye	ndiaye	NOUN
easat-11489	310	19	,	,	PUNCT
easat-11489	310	20	and	and	CCONJ
easat-11489	310	21	a.	a.	NOUN
easat-11489	310	22	diop	diop	PROPN
easat-11489	310	23	,	,	PUNCT
easat-11489	310	24	"	"	PUNCT
easat-11489	310	25	metal	metal	NOUN
easat-11489	310	26	and	and	CCONJ
easat-11489	310	27	pesticide	pesticide	NOUN
easat-11489	310	28	assessments	assessment	NOUN
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easat-11489	310	30	imported	import	VERB
easat-11489	310	31	and	and	CCONJ
easat-11489	310	32	locally	locally	ADV
easat-11489	310	33	cultivated	cultivate	VERB
easat-11489	310	34	rice	rice	NOUN
easat-11489	310	35	(	(	PUNCT
easat-11489	310	36	oryza	oryza	PROPN
easat-11489	310	37	sativa	sativa	NOUN
easat-11489	310	38	)	)	PUNCT
easat-11489	310	39	in	in	ADP
easat-11489	310	40	senegal	senegal	NOUN
easat-11489	310	41	,	,	PUNCT
easat-11489	310	42	"	"	PUNCT
easat-11489	310	43	applied	apply	VERB
easat-11489	310	44	sciences	science	NOUN
easat-11489	310	45	,	,	PUNCT
easat-11489	310	46	vol	vol	NOUN
easat-11489	310	47	.	.	PROPN
easat-11489	310	48	14	14	NUM
easat-11489	310	49	,	,	PUNCT
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easat-11489	310	51	.	.	NOUN
easat-11489	310	52	7	7	NUM
easat-11489	310	53	,	,	PUNCT
easat-11489	310	54	p.	p.	NOUN
easat-11489	310	55	2876	2876	NUM
easat-11489	310	56	,	,	PUNCT
easat-11489	310	57	2024	2024	NUM
easat-11489	310	58	.	.	PUNCT
easat-11489	311	1	https://doi.org/10.3390/app14072876	https://doi.org/10.3390/app14072876	VERB
easat-11489	311	2	[	[	X
easat-11489	311	3	40	40	NUM
easat-11489	311	4	]	]	PUNCT
easat-11489	311	5	aoac	aoac	ADJ
easat-11489	311	6	,	,	PUNCT
easat-11489	311	7	official	official	ADJ
easat-11489	311	8	methods	method	NOUN
easat-11489	311	9	of	of	ADP
easat-11489	311	10	analysis	analysis	NOUN
easat-11489	311	11	,	,	PUNCT
easat-11489	311	12	17th	17th	ADJ
easat-11489	311	13	ed	ed	NOUN
easat-11489	311	14	.	.	PUNCT
easat-11489	312	1	gaithersburg	gaithersburg	PROPN
easat-11489	312	2	,	,	PUNCT
easat-11489	312	3	md	md	PROPN
easat-11489	312	4	,	,	PUNCT
easat-11489	312	5	usa	usa	PROPN
easat-11489	312	6	:	:	PUNCT
easat-11489	312	7	assoc	assoc	PROPN
easat-11489	312	8	.	.	PUNCT
easat-11489	313	1	off	off	ADP
easat-11489	313	2	.	.	PUNCT
easat-11489	314	1	anal	anal	PROPN
easat-11489	314	2	.	.	PUNCT
easat-11489	314	3	chemists	chemist	NOUN
easat-11489	314	4	,	,	PUNCT
easat-11489	314	5	2000	2000	NUM
easat-11489	314	6	.	.	PUNCT
easat-11489	315	1	[	[	X
easat-11489	315	2	41	41	NUM
easat-11489	315	3	]	]	PUNCT
easat-11489	315	4	j.	j.	PROPN
easat-11489	315	5	s.	s.	PROPN
easat-11489	315	6	mckenzie	mckenzie	PROPN
easat-11489	315	7	,	,	PUNCT
easat-11489	315	8	j.	j.	PROPN
easat-11489	315	9	a.	a.	PROPN
easat-11489	315	10	donarski	donarski	PROPN
easat-11489	315	11	,	,	PUNCT
easat-11489	315	12	j.	j.	PROPN
easat-11489	315	13	c.	c.	PROPN
easat-11489	315	14	wilson	wilson	PROPN
easat-11489	315	15	,	,	PUNCT
easat-11489	315	16	and	and	CCONJ
easat-11489	315	17	a.	a.	PROPN
easat-11489	315	18	j.	j.	PROPN
easat-11489	315	19	charlton	charlton	PROPN
easat-11489	315	20	,	,	PUNCT
easat-11489	315	21	"	"	PUNCT
easat-11489	315	22	analysis	analysis	NOUN
easat-11489	315	23	of	of	ADP
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easat-11489	315	25	mixtures	mixture	NOUN
easat-11489	315	26	using	use	VERB
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easat-11489	315	28	-	-	PUNCT
easat-11489	315	29	resolution	resolution	NOUN
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easat-11489	315	31	magnetic	magnetic	ADJ
easat-11489	315	32	resonance	resonance	NOUN
easat-11489	315	33	spectroscopy	spectroscopy	NOUN
easat-11489	315	34	and	and	CCONJ
easat-11489	315	35	chemometrics	chemometric	NOUN
easat-11489	315	36	,	,	PUNCT
easat-11489	315	37	"	"	PUNCT
easat-11489	315	38	progress	progress	NOUN
easat-11489	315	39	in	in	ADP
easat-11489	315	40	nuclear	nuclear	ADJ
easat-11489	315	41	magnetic	magnetic	ADJ
easat-11489	315	42	resonance	resonance	NOUN
easat-11489	315	43	spectroscopy	spectroscopy	NOUN
easat-11489	315	44	,	,	PUNCT
easat-11489	315	45	vol	vol	NOUN
easat-11489	315	46	.	.	PROPN
easat-11489	315	47	59	59	NUM
easat-11489	315	48	,	,	PUNCT
easat-11489	315	49	no	no	INTJ
easat-11489	315	50	.	.	NOUN
easat-11489	315	51	4	4	NUM
easat-11489	315	52	,	,	PUNCT
easat-11489	315	53	pp	pp	ADJ
easat-11489	315	54	.	.	PUNCT
easat-11489	315	55	336	336	NUM
easat-11489	315	56	-	-	SYM
easat-11489	315	57	359	359	NUM
easat-11489	315	58	,	,	PUNCT
easat-11489	315	59	2011	2011	NUM
easat-11489	315	60	.	.	PUNCT
easat-11489	316	1	https://doi.org/10.1016/j.pnmrs.2011.04.003	https://doi.org/10.1016/j.pnmrs.2011.04.003	PROPN
easat-11489	316	2	[	[	X
easat-11489	316	3	42	42	NUM
easat-11489	316	4	]	]	PUNCT
easat-11489	316	5	l.	l.	PROPN
easat-11489	316	6	c.	c.	PROPN
easat-11489	316	7	lee	lee	PROPN
easat-11489	316	8	,	,	PUNCT
easat-11489	316	9	c.-y	c.-y	NOUN
easat-11489	316	10	.	.	PUNCT
easat-11489	317	1	liong	liong	ADJ
easat-11489	317	2	,	,	PUNCT
easat-11489	317	3	and	and	CCONJ
easat-11489	317	4	a.	a.	NOUN
easat-11489	317	5	a.	a.	NOUN
easat-11489	317	6	jemain	jemain	NOUN
easat-11489	317	7	,	,	PUNCT
easat-11489	317	8	"	"	PUNCT
easat-11489	317	9	partial	partial	ADJ
easat-11489	317	10	least	least	ADJ
easat-11489	317	11	squares	square	NOUN
easat-11489	317	12	-	-	PUNCT
easat-11489	317	13	discriminant	discriminant	ADJ
easat-11489	317	14	analysis	analysis	NOUN
easat-11489	317	15	(	(	PUNCT
easat-11489	317	16	pls	pls	INTJ
easat-11489	317	17	-	-	PUNCT
easat-11489	317	18	da	da	NOUN
easat-11489	317	19	)	)	PUNCT
easat-11489	317	20	for	for	ADP
easat-11489	317	21	classification	classification	NOUN
easat-11489	317	22	of	of	ADP
easat-11489	317	23	high	high	ADJ
easat-11489	317	24	-	-	PUNCT
easat-11489	317	25	dimensional	dimensional	ADJ
easat-11489	317	26	(	(	PUNCT
easat-11489	317	27	hd	hd	NOUN
easat-11489	317	28	)	)	PUNCT
easat-11489	317	29	data	datum	NOUN
easat-11489	317	30	:	:	PUNCT
easat-11489	317	31	a	a	DET
easat-11489	317	32	review	review	NOUN
easat-11489	317	33	of	of	ADP
easat-11489	317	34	contemporary	contemporary	ADJ
easat-11489	317	35	practice	practice	NOUN
easat-11489	317	36	strategies	strategy	NOUN
easat-11489	317	37	and	and	CCONJ
easat-11489	317	38	knowledge	knowledge	NOUN
easat-11489	317	39	gaps	gap	NOUN
easat-11489	317	40	,	,	PUNCT
easat-11489	317	41	"	"	PUNCT
easat-11489	317	42	analyst	analyst	NOUN
easat-11489	317	43	,	,	PUNCT
easat-11489	317	44	vol	vol	NOUN
easat-11489	317	45	.	.	PROPN
easat-11489	318	1	143	143	NUM
easat-11489	318	2	,	,	PUNCT
easat-11489	318	3	no	no	INTJ
easat-11489	318	4	.	.	NOUN
easat-11489	318	5	15	15	NUM
easat-11489	318	6	,	,	PUNCT
easat-11489	318	7	pp	pp	ADJ
easat-11489	318	8	.	.	PUNCT
easat-11489	319	1	3526	3526	NUM
easat-11489	319	2	-	-	SYM
easat-11489	319	3	3539	3539	NUM
easat-11489	319	4	,	,	PUNCT
easat-11489	319	5	2018	2018	NUM
easat-11489	319	6	.	.	PUNCT
easat-11489	320	1	https://doi.org/10.1039/c8an00599k	https://doi.org/10.1039/c8an00599k	PUNCT
easat-11489	321	1	[	[	X
easat-11489	321	2	43	43	NUM
easat-11489	321	3	]	]	X
easat-11489	321	4	v.	v.	ADP
easat-11489	321	5	vapnik	vapnik	X
easat-11489	321	6	,	,	PUNCT
easat-11489	321	7	the	the	DET
easat-11489	321	8	nature	nature	NOUN
easat-11489	321	9	of	of	ADP
easat-11489	321	10	statistical	statistical	ADJ
easat-11489	321	11	learning	learning	NOUN
easat-11489	321	12	theory	theory	NOUN
easat-11489	321	13	,	,	PUNCT
easat-11489	321	14	2nd	2nd	ADJ
easat-11489	321	15	ed	ed	NOUN
easat-11489	321	16	.	.	PUNCT
easat-11489	322	1	new	new	PROPN
easat-11489	322	2	york	york	PROPN
easat-11489	322	3	,	,	PUNCT
easat-11489	322	4	usa	usa	PROPN
easat-11489	322	5	:	:	PUNCT
easat-11489	322	6	springer	springer	NOUN
easat-11489	322	7	,	,	PUNCT
easat-11489	322	8	2000	2000	NUM
easat-11489	322	9	.	.	PUNCT
easat-11489	323	1	[	[	X
easat-11489	323	2	44	44	NUM
easat-11489	323	3	]	]	PUNCT
easat-11489	323	4	m.	m.	NOUN
easat-11489	323	5	sokolova	sokolova	PROPN
easat-11489	323	6	and	and	CCONJ
easat-11489	323	7	g.	g.	PROPN
easat-11489	323	8	lapalme	lapalme	PROPN
easat-11489	323	9	,	,	PUNCT
easat-11489	323	10	"	"	PUNCT
easat-11489	323	11	a	a	DET
easat-11489	323	12	systematic	systematic	ADJ
easat-11489	323	13	analysis	analysis	NOUN
easat-11489	323	14	of	of	ADP
easat-11489	323	15	performance	performance	NOUN
easat-11489	323	16	measures	measure	NOUN
easat-11489	323	17	for	for	ADP
easat-11489	323	18	classification	classification	NOUN
easat-11489	323	19	tasks	task	NOUN
easat-11489	323	20	,	,	PUNCT
easat-11489	323	21	"	"	PUNCT
easat-11489	323	22	information	information	NOUN
easat-11489	323	23	processing	processing	NOUN
easat-11489	323	24	&	&	CCONJ
easat-11489	323	25	management	management	NOUN
easat-11489	323	26	,	,	PUNCT
easat-11489	323	27	vol	vol	NOUN
easat-11489	323	28	.	.	PROPN
easat-11489	324	1	45	45	NUM
easat-11489	324	2	,	,	PUNCT
easat-11489	324	3	no	no	INTJ
easat-11489	324	4	.	.	NOUN
easat-11489	324	5	4	4	NUM
easat-11489	324	6	,	,	PUNCT
easat-11489	324	7	pp	pp	ADJ
easat-11489	324	8	.	.	PUNCT
easat-11489	325	1	427	427	NUM
easat-11489	325	2	-	-	SYM
easat-11489	325	3	437	437	NUM
easat-11489	325	4	,	,	PUNCT
easat-11489	325	5	2009	2009	NUM
easat-11489	325	6	.	.	PUNCT
easat-11489	326	1	https://doi.org/10.1016/j.ipm.2009.03.002	https://doi.org/10.1016/j.ipm.2009.03.002	NOUN
easat-11489	326	2	[	[	X
easat-11489	326	3	45	45	NUM
easat-11489	326	4	]	]	X
easat-11489	326	5	j.	j.	PROPN
easat-11489	326	6	workman	workman	PROPN
easat-11489	326	7	and	and	CCONJ
easat-11489	326	8	l.	l.	PROPN
easat-11489	326	9	weyer	weyer	PROPN
easat-11489	326	10	,	,	PUNCT
easat-11489	326	11	practical	practical	ADJ
easat-11489	326	12	guide	guide	NOUN
easat-11489	326	13	and	and	CCONJ
easat-11489	326	14	spectral	spectral	ADJ
easat-11489	326	15	atlas	atlas	PROPN
easat-11489	326	16	for	for	ADP
easat-11489	326	17	interpretive	interpretive	ADJ
easat-11489	326	18	near	near	ADV
easat-11489	326	19	-	-	PUNCT
easat-11489	326	20	infrared	infrared	ADJ
easat-11489	326	21	spectroscopy	spectroscopy	NOUN
easat-11489	326	22	,	,	PUNCT
easat-11489	326	23	2nd	2nd	ADJ
easat-11489	326	24	ed	ed	NOUN
easat-11489	326	25	.	.	PUNCT
easat-11489	327	1	boca	boca	PROPN
easat-11489	327	2	raton	raton	PROPN
easat-11489	327	3	,	,	PUNCT
easat-11489	327	4	fl	fl	PROPN
easat-11489	327	5	,	,	PUNCT
easat-11489	327	6	usa	usa	PROPN
easat-11489	327	7	:	:	PUNCT
easat-11489	327	8	taylor	taylor	PROPN
easat-11489	327	9	&	&	CCONJ
easat-11489	327	10	francis	francis	PROPN
easat-11489	327	11	group	group	PROPN
easat-11489	327	12	,	,	PUNCT
easat-11489	327	13	2012	2012	NUM
easat-11489	327	14	.	.	PUNCT
easat-11489	328	1	[	[	X
easat-11489	328	2	46	46	NUM
easat-11489	328	3	]	]	PUNCT
easat-11489	328	4	b.	b.	PROPN
easat-11489	328	5	g.	g.	PROPN
easat-11489	328	6	osborne	osborne	PROPN
easat-11489	328	7	and	and	CCONJ
easat-11489	328	8	t.	t.	PROPN
easat-11489	328	9	fearn	fearn	PROPN
easat-11489	328	10	,	,	PUNCT
easat-11489	328	11	near	near	ADP
easat-11489	328	12	infrared	infrared	ADJ
easat-11489	328	13	spectroscopy	spectroscopy	NOUN
easat-11489	328	14	in	in	ADP
easat-11489	328	15	food	food	NOUN
easat-11489	328	16	analysis	analysis	NOUN
easat-11489	328	17	.	.	PUNCT
easat-11489	329	1	london	london	PROPN
easat-11489	329	2	,	,	PUNCT
easat-11489	329	3	u.k	u.k	PROPN
easat-11489	329	4	:	:	PUNCT
easat-11489	329	5	longman	longman	ADJ
easat-11489	329	6	scientific	scientific	PROPN
easat-11489	329	7	&	&	CCONJ
easat-11489	329	8	technical	technical	ADJ
easat-11489	329	9	,	,	PUNCT
easat-11489	329	10	1986	1986	NUM
easat-11489	329	11	.	.	PUNCT
easat-11489	330	1	[	[	X
easat-11489	330	2	47	47	NUM
easat-11489	330	3	]	]	X
easat-11489	330	4	c.	c.	PROPN
easat-11489	330	5	dachoupakan	dachoupakan	PROPN
easat-11489	330	6	sirisomboon	sirisomboon	NOUN
easat-11489	330	7	,	,	PUNCT
easat-11489	330	8	p.	p.	NOUN
easat-11489	330	9	wongthip	wongthip	NOUN
easat-11489	330	10	,	,	PUNCT
easat-11489	330	11	and	and	CCONJ
easat-11489	330	12	p.	p.	NOUN
easat-11489	330	13	sirisomboon	sirisomboon	NOUN
easat-11489	330	14	,	,	PUNCT
easat-11489	330	15	"	"	PUNCT
easat-11489	330	16	potential	potential	NOUN
easat-11489	330	17	of	of	ADP
easat-11489	330	18	near	near	ADV
easat-11489	330	19	infrared	infrared	ADJ
easat-11489	330	20	spectroscopy	spectroscopy	NOUN
easat-11489	330	21	as	as	ADP
easat-11489	330	22	a	a	DET
easat-11489	330	23	rapid	rapid	ADJ
easat-11489	330	24	method	method	NOUN
easat-11489	330	25	to	to	PART
easat-11489	330	26	detect	detect	VERB
easat-11489	330	27	aflatoxins	aflatoxin	NOUN
easat-11489	330	28	in	in	ADP
easat-11489	330	29	brown	brown	ADJ
easat-11489	330	30	rice	rice	NOUN
easat-11489	330	31	,	,	PUNCT
easat-11489	330	32	"	"	PUNCT
easat-11489	330	33	journal	journal	NOUN
easat-11489	330	34	of	of	ADP
easat-11489	330	35	near	near	PROPN
easat-11489	330	36	infrared	infrared	ADJ
easat-11489	330	37	spectroscopy	spectroscopy	NOUN
easat-11489	330	38	,	,	PUNCT
easat-11489	330	39	vol	vol	NOUN
easat-11489	330	40	.	.	PROPN
easat-11489	330	41	27	27	NUM
easat-11489	330	42	,	,	PUNCT
easat-11489	330	43	no	no	INTJ
easat-11489	330	44	.	.	NOUN
easat-11489	330	45	3	3	NUM
easat-11489	330	46	,	,	PUNCT
easat-11489	330	47	pp	pp	ADJ
easat-11489	330	48	.	.	PUNCT
easat-11489	330	49	232	232	NUM
easat-11489	330	50	-	-	SYM
easat-11489	330	51	240	240	NUM
easat-11489	330	52	,	,	PUNCT
easat-11489	330	53	2019	2019	NUM
easat-11489	330	54	.	.	PUNCT
easat-11489	330	55	https://doi.org/10.1177/0967033519835051	https://doi.org/10.1177/0967033519835051	PROPN
easat-11489	331	1	[	[	X
easat-11489	331	2	48	48	NUM
easat-11489	331	3	]	]	PUNCT
easat-11489	331	4	h.	h.	PROPN
easat-11489	331	5	p.	p.	PROPN
easat-11489	331	6	r.	r.	PROPN
easat-11489	331	7	aenugu	aenugu	PROPN
easat-11489	331	8	,	,	PUNCT
easat-11489	331	9	d.	d.	PROPN
easat-11489	331	10	s.	s.	PROPN
easat-11489	331	11	kumar	kumar	PROPN
easat-11489	331	12	,	,	PUNCT
easat-11489	331	13	n.	n.	PROPN
easat-11489	331	14	p.	p.	PROPN
easat-11489	331	15	srisudharson	srisudharson	PROPN
easat-11489	331	16	,	,	PUNCT
easat-11489	331	17	s.	s.	PROPN
easat-11489	331	18	ghosh	ghosh	PROPN
easat-11489	331	19	,	,	PUNCT
easat-11489	331	20	and	and	CCONJ
easat-11489	331	21	d.	d.	PROPN
easat-11489	331	22	banji	banji	PROPN
easat-11489	331	23	,	,	PUNCT
easat-11489	331	24	"	"	PUNCT
easat-11489	331	25	near	near	ADP
easat-11489	331	26	infra	infra	NOUN
easat-11489	331	27	red	red	ADJ
easat-11489	331	28	spectroscopy	spectroscopy	NOUN
easat-11489	331	29	—	—	PUNCT
easat-11489	331	30	an	an	DET
easat-11489	331	31	overview	overview	NOUN
easat-11489	331	32	,	,	PUNCT
easat-11489	331	33	"	"	PUNCT
easat-11489	331	34	international	international	ADJ
easat-11489	331	35	journal	journal	NOUN
easat-11489	331	36	of	of	ADP
easat-11489	331	37	chemtech	chemtech	PROPN
easat-11489	331	38	research	research	NOUN
easat-11489	331	39	,	,	PUNCT
easat-11489	331	40	vol	vol	NOUN
easat-11489	331	41	.	.	PROPN
easat-11489	332	1	3	3	NUM
easat-11489	332	2	,	,	PUNCT
easat-11489	332	3	no	no	INTJ
easat-11489	332	4	.	.	NOUN
easat-11489	332	5	2	2	NUM
easat-11489	332	6	,	,	PUNCT
easat-11489	332	7	pp	pp	ADJ
easat-11489	332	8	.	.	PUNCT
easat-11489	333	1	825	825	NUM
easat-11489	333	2	-	-	SYM
easat-11489	333	3	836	836	NUM
easat-11489	333	4	,	,	PUNCT
easat-11489	333	5	2011	2011	NUM
easat-11489	333	6	.	.	PUNCT
easat-11489	334	1	https://doi.org/10.1016/j.jfca.2023.105290	https://doi.org/10.1016/j.jfca.2023.105290	PROPN
easat-11489	334	2	https://doi.org/10.1016/j.foodres.2025.115807	https://doi.org/10.1016/j.foodres.2025.115807	PROPN
easat-11489	334	3	https://doi.org/10.1016/j.microc.2025.115697	https://doi.org/10.1016/j.microc.2025.115697	ADJ
easat-11489	334	4	https://doi.org/10.1016/j.jfca.2025.107835	https://doi.org/10.1016/j.jfca.2025.107835	PROPN
easat-11489	334	5	https://doi.org/10.1016/j.fbio.2024.105662	https://doi.org/10.1016/j.fbio.2024.105662	PROPN
easat-11489	334	6	https://doi.org/10.1016/j.tifs.2021.02.044	https://doi.org/10.1016/j.tifs.2021.02.044	PROPN
easat-11489	334	7	https://doi.org/10.1016/j.microc.2025.113994	https://doi.org/10.1016/j.microc.2025.113994	ADJ
easat-11489	334	8	https://doi.org/10.1007/s12393-022-09322-2	https://doi.org/10.1007/s12393-022-09322-2	NUM
easat-11489	334	9	https://doi.org/10.1007/s12393-022-09322-2	https://doi.org/10.1007/s12393-022-09322-2	NUM
easat-11489	334	10	https://doi.org/10.3390/app14219821	https://doi.org/10.3390/app14219821	NOUN
easat-11489	334	11	https://doi.org/10.3390/technologies13050170	https://doi.org/10.3390/technologies13050170	NOUN
easat-11489	334	12	http://dx.doi.org/10.17268/sci.agropecu.2018.01.16	http://dx.doi.org/10.17268/sci.agropecu.2018.01.16	PROPN
easat-11489	334	13	https://doi.org/10.3390/app14072876	https://doi.org/10.3390/app14072876	VERB
easat-11489	334	14	https://doi.org/10.1016/j.pnmrs.2011.04.003	https://doi.org/10.1016/j.pnmrs.2011.04.003	PROPN
easat-11489	334	15	https://doi.org/10.1039/c8an00599k	https://doi.org/10.1039/c8an00599k	NUM
easat-11489	334	16	https://doi.org/10.1016/j.ipm.2009.03.002	https://doi.org/10.1016/j.ipm.2009.03.002	NOUN
easat-11489	334	17	https://doi.org/10.1177/0967033519835051	https://doi.org/10.1177/0967033519835051	NOUN