id	sid	tid	token	lemma	pos
aiti-12683	1	1	microsoft	microsoft	PROPN
aiti-12683	1	2	word	word	NOUN
aiti-12683	1	3	5	5	NUM
aiti-12683	1	4	-	-	PUNCT
aiti-12683	1	5	v9n1(2024)-aiti#12683(50	v9n1(2024)-aiti#12683(50	NOUN
aiti-12683	1	6	-	-	PUNCT
aiti-12683	1	7	64).docx	64).docx	NUM
aiti-12683	1	8	advances	advance	NOUN
aiti-12683	1	9	in	in	ADP
aiti-12683	1	10	technology	technology	NOUN
aiti-12683	1	11	innovation	innovation	NOUN
aiti-12683	1	12	,	,	PUNCT
aiti-12683	1	13	vol	vol	NOUN
aiti-12683	1	14	.	.	PROPN
aiti-12683	1	15	9	9	NUM
aiti-12683	1	16	,	,	PUNCT
aiti-12683	1	17	no	no	INTJ
aiti-12683	1	18	.	.	NOUN
aiti-12683	1	19	1	1	NUM
aiti-12683	1	20	,	,	PUNCT
aiti-12683	1	21	2024	2024	NUM
aiti-12683	1	22	,	,	PUNCT
aiti-12683	1	23	pp	pp	ADJ
aiti-12683	1	24	.	.	PUNCT
aiti-12683	2	1	50	50	NUM
aiti-12683	2	2	-	-	SYM
aiti-12683	2	3	64	64	NUM
aiti-12683	2	4	english	english	ADJ
aiti-12683	2	5	language	language	NOUN
aiti-12683	2	6	proofreader	proofreader	NOUN
aiti-12683	2	7	:	:	PUNCT
aiti-12683	2	8	chih	chih	PROPN
aiti-12683	2	9	-	-	PUNCT
aiti-12683	2	10	wei	wei	PROPN
aiti-12683	2	11	chang	chang	PROPN
aiti-12683	2	12	estimating	estimate	VERB
aiti-12683	2	13	macronutrient	macronutrient	NOUN
aiti-12683	2	14	content	content	NOUN
aiti-12683	2	15	of	of	ADP
aiti-12683	2	16	paddy	paddy	NOUN
aiti-12683	2	17	soil	soil	NOUN
aiti-12683	2	18	based	base	VERB
aiti-12683	2	19	on	on	ADP
aiti-12683	2	20	near	near	ADV
aiti-12683	2	21	-	-	PUNCT
aiti-12683	2	22	infrared	infrared	ADJ
aiti-12683	2	23	spectroscopy	spectroscopy	NOUN
aiti-12683	2	24	technology	technology	NOUN
aiti-12683	2	25	using	use	VERB
aiti-12683	2	26	multiple	multiple	ADJ
aiti-12683	2	27	linear	linear	ADJ
aiti-12683	2	28	regression	regression	NOUN
aiti-12683	2	29	jonni	jonni	PROPN
aiti-12683	2	30	firdaus1,2	firdaus1,2	PROPN
aiti-12683	2	31	,	,	PUNCT
aiti-12683	2	32	*	*	PROPN
aiti-12683	2	33	,	,	PUNCT
aiti-12683	2	34	usman	usman	PROPN
aiti-12683	2	35	ahmad3	ahmad3	PROPN
aiti-12683	2	36	,	,	PUNCT
aiti-12683	2	37	i	i	PRON
aiti-12683	2	38	wayan	wayan	PROPN
aiti-12683	2	39	budiastra3	budiastra3	PROPN
aiti-12683	2	40	,	,	PUNCT
aiti-12683	2	41	i	i	PRON
aiti-12683	2	42	dewa	dewa	PROPN
aiti-12683	2	43	made	make	VERB
aiti-12683	2	44	subrata3	subrata3	NOUN
aiti-12683	2	45	1agricultural	1agricultural	ADJ
aiti-12683	2	46	engineering	engineering	NOUN
aiti-12683	2	47	science	science	NOUN
aiti-12683	2	48	study	study	NOUN
aiti-12683	2	49	program	program	NOUN
aiti-12683	2	50	,	,	PUNCT
aiti-12683	2	51	ipb	ipb	PROPN
aiti-12683	2	52	university	university	PROPN
aiti-12683	2	53	,	,	PUNCT
aiti-12683	2	54	bogor	bogor	PROPN
aiti-12683	2	55	,	,	PUNCT
aiti-12683	2	56	indonesia	indonesia	PROPN
aiti-12683	2	57	2national	2national	NUM
aiti-12683	2	58	research	research	NOUN
aiti-12683	2	59	and	and	CCONJ
aiti-12683	2	60	innovation	innovation	NOUN
aiti-12683	2	61	agency	agency	PROPN
aiti-12683	2	62	republic	republic	PROPN
aiti-12683	2	63	of	of	ADP
aiti-12683	2	64	indonesia	indonesia	PROPN
aiti-12683	2	65	,	,	PUNCT
aiti-12683	2	66	jakarta	jakarta	PROPN
aiti-12683	2	67	,	,	PUNCT
aiti-12683	2	68	indonesia	indonesia	PROPN
aiti-12683	2	69	3department	3department	NUM
aiti-12683	2	70	of	of	ADP
aiti-12683	2	71	mechanical	mechanical	ADJ
aiti-12683	2	72	and	and	CCONJ
aiti-12683	2	73	biosystem	biosystem	NOUN
aiti-12683	2	74	engineering	engineering	PROPN
aiti-12683	2	75	,	,	PUNCT
aiti-12683	2	76	ipb	ipb	PROPN
aiti-12683	2	77	university	university	PROPN
aiti-12683	2	78	,	,	PUNCT
aiti-12683	2	79	bogor	bogor	PROPN
aiti-12683	2	80	,	,	PUNCT
aiti-12683	2	81	indonesia	indonesia	PROPN
aiti-12683	2	82	received	receive	VERB
aiti-12683	2	83	04	04	NUM
aiti-12683	2	84	august	august	PROPN
aiti-12683	2	85	2023	2023	NUM
aiti-12683	2	86	;	;	PUNCT
aiti-12683	2	87	received	receive	VERB
aiti-12683	2	88	in	in	ADP
aiti-12683	2	89	revised	revise	VERB
aiti-12683	2	90	form	form	NOUN
aiti-12683	2	91	10	10	NUM
aiti-12683	2	92	november	november	PROPN
aiti-12683	2	93	2023	2023	NUM
aiti-12683	2	94	;	;	PUNCT
aiti-12683	2	95	accepted	accept	VERB
aiti-12683	2	96	11	11	NUM
aiti-12683	2	97	november	november	PROPN
aiti-12683	2	98	2023	2023	NUM
aiti-12683	2	99	doi	doi	NOUN
aiti-12683	2	100	:	:	PUNCT
aiti-12683	2	101	https://doi.org/10.46604/aiti.2023.12683	https://doi.org/10.46604/aiti.2023.12683	PROPN
aiti-12683	2	102	abstract	abstract	NOUN
aiti-12683	2	103	this	this	DET
aiti-12683	2	104	study	study	NOUN
aiti-12683	2	105	investigates	investigate	VERB
aiti-12683	2	106	the	the	DET
aiti-12683	2	107	feasibility	feasibility	NOUN
aiti-12683	2	108	of	of	ADP
aiti-12683	2	109	employing	employ	VERB
aiti-12683	2	110	near	near	ADV
aiti-12683	2	111	-	-	PUNCT
aiti-12683	2	112	infrared	infrared	ADJ
aiti-12683	2	113	(	(	PUNCT
aiti-12683	2	114	nir	nir	NOUN
aiti-12683	2	115	)	)	PUNCT
aiti-12683	2	116	spectroscopy	spectroscopy	VERB
aiti-12683	2	117	with	with	ADP
aiti-12683	2	118	multiple	multiple	ADJ
aiti-12683	2	119	linear	linear	ADJ
aiti-12683	2	120	regression	regression	NOUN
aiti-12683	2	121	(	(	PUNCT
aiti-12683	2	122	mlr	mlr	NOUN
aiti-12683	2	123	)	)	PUNCT
aiti-12683	2	124	to	to	PART
aiti-12683	2	125	estimate	estimate	VERB
aiti-12683	2	126	macronutrients	macronutrient	NOUN
aiti-12683	2	127	in	in	ADP
aiti-12683	2	128	paddy	paddy	NOUN
aiti-12683	2	129	soil	soil	NOUN
aiti-12683	2	130	compared	compare	VERB
aiti-12683	2	131	with	with	ADP
aiti-12683	2	132	partial	partial	ADJ
aiti-12683	2	133	least	least	ADJ
aiti-12683	2	134	squares	square	NOUN
aiti-12683	2	135	(	(	PUNCT
aiti-12683	2	136	pls	pls	INTJ
aiti-12683	2	137	)	)	PUNCT
aiti-12683	2	138	and	and	CCONJ
aiti-12683	2	139	principal	principal	ADJ
aiti-12683	2	140	component	component	NOUN
aiti-12683	2	141	regression	regression	NOUN
aiti-12683	2	142	(	(	PUNCT
aiti-12683	2	143	pcr	pcr	NOUN
aiti-12683	2	144	)	)	PUNCT
aiti-12683	2	145	.	.	PUNCT
aiti-12683	3	1	seventy	seventy	NUM
aiti-12683	3	2	-	-	PUNCT
aiti-12683	3	3	nine	nine	NUM
aiti-12683	3	4	soil	soil	NOUN
aiti-12683	3	5	samples	sample	NOUN
aiti-12683	3	6	from	from	ADP
aiti-12683	3	7	west	west	PROPN
aiti-12683	3	8	java	java	PROPN
aiti-12683	3	9	province	province	PROPN
aiti-12683	3	10	,	,	PUNCT
aiti-12683	3	11	indonesia	indonesia	PROPN
aiti-12683	3	12	,	,	PUNCT
aiti-12683	3	13	are	be	AUX
aiti-12683	3	14	subject	subject	ADJ
aiti-12683	3	15	to	to	ADP
aiti-12683	3	16	conventional	conventional	ADJ
aiti-12683	3	17	nutrient	nutrient	NOUN
aiti-12683	3	18	analysis	analysis	NOUN
aiti-12683	3	19	and	and	CCONJ
aiti-12683	3	20	nir	nir	ADJ
aiti-12683	3	21	spectroscopy	spectroscopy	NOUN
aiti-12683	3	22	(	(	PUNCT
aiti-12683	3	23	1000	1000	NUM
aiti-12683	3	24	-	-	SYM
aiti-12683	3	25	2500	2500	NUM
aiti-12683	3	26	nm	nm	NOUN
aiti-12683	3	27	)	)	PUNCT
aiti-12683	3	28	.	.	PUNCT
aiti-12683	4	1	the	the	DET
aiti-12683	4	2	reflectance	reflectance	NOUN
aiti-12683	4	3	data	datum	NOUN
aiti-12683	4	4	undergoes	undergo	VERB
aiti-12683	4	5	various	various	ADJ
aiti-12683	4	6	pretreatment	pretreatment	NOUN
aiti-12683	4	7	techniques	technique	NOUN
aiti-12683	4	8	,	,	PUNCT
aiti-12683	4	9	and	and	CCONJ
aiti-12683	4	10	mlr	mlr	NOUN
aiti-12683	4	11	models	model	NOUN
aiti-12683	4	12	are	be	AUX
aiti-12683	4	13	calibrated	calibrate	VERB
aiti-12683	4	14	using	use	VERB
aiti-12683	4	15	the	the	DET
aiti-12683	4	16	forward	forward	ADJ
aiti-12683	4	17	method	method	NOUN
aiti-12683	4	18	to	to	PART
aiti-12683	4	19	achieve	achieve	VERB
aiti-12683	4	20	correlations	correlation	NOUN
aiti-12683	4	21	exceeding	exceed	VERB
aiti-12683	4	22	0.90	0.90	NUM
aiti-12683	4	23	.	.	PUNCT
aiti-12683	5	1	the	the	DET
aiti-12683	5	2	best	good	ADJ
aiti-12683	5	3	model	model	NOUN
aiti-12683	5	4	calibrations	calibration	NOUN
aiti-12683	5	5	are	be	AUX
aiti-12683	5	6	selected	select	VERB
aiti-12683	5	7	based	base	VERB
aiti-12683	5	8	on	on	ADP
aiti-12683	5	9	high	high	ADJ
aiti-12683	5	10	correlation	correlation	NOUN
aiti-12683	5	11	coefficients	coefficient	NOUN
aiti-12683	5	12	,	,	PUNCT
aiti-12683	5	13	determination	determination	NOUN
aiti-12683	5	14	coefficients	coefficient	NOUN
aiti-12683	5	15	,	,	PUNCT
aiti-12683	5	16	rpd	rpd	NOUN
aiti-12683	5	17	,	,	PUNCT
aiti-12683	5	18	and	and	CCONJ
aiti-12683	5	19	low	low	ADJ
aiti-12683	5	20	rmse	rmse	NOUN
aiti-12683	5	21	values	value	NOUN
aiti-12683	5	22	.	.	PUNCT
aiti-12683	6	1	meanwhile	meanwhile	ADV
aiti-12683	6	2	,	,	PUNCT
aiti-12683	6	3	the	the	DET
aiti-12683	6	4	comparison	comparison	NOUN
aiti-12683	6	5	of	of	ADP
aiti-12683	6	6	performance	performance	NOUN
aiti-12683	6	7	mlr	mlr	NOUN
aiti-12683	6	8	is	be	AUX
aiti-12683	6	9	made	make	VERB
aiti-12683	6	10	with	with	ADP
aiti-12683	6	11	the	the	DET
aiti-12683	6	12	pls	pls	NOUN
aiti-12683	6	13	and	and	CCONJ
aiti-12683	6	14	pcr	pcr	NOUN
aiti-12683	6	15	models	model	NOUN
aiti-12683	6	16	.	.	PUNCT
aiti-12683	7	1	results	result	NOUN
aiti-12683	7	2	indicate	indicate	VERB
aiti-12683	7	3	that	that	SCONJ
aiti-12683	7	4	simple	simple	ADJ
aiti-12683	7	5	mlr	mlr	NOUN
aiti-12683	7	6	models	model	NOUN
aiti-12683	7	7	perform	perform	VERB
aiti-12683	7	8	less	less	ADJ
aiti-12683	7	9	than	than	ADP
aiti-12683	7	10	pls	pls	INTJ
aiti-12683	7	11	for	for	ADP
aiti-12683	7	12	all	all	DET
aiti-12683	7	13	nutrients	nutrient	NOUN
aiti-12683	7	14	,	,	PUNCT
aiti-12683	7	15	better	well	ADJ
aiti-12683	7	16	than	than	ADP
aiti-12683	7	17	pcr	pcr	ADJ
aiti-12683	7	18	for	for	ADP
aiti-12683	7	19	nitrogen	nitrogen	NOUN
aiti-12683	7	20	,	,	PUNCT
aiti-12683	7	21	and	and	CCONJ
aiti-12683	7	22	below	below	ADP
aiti-12683	7	23	pcr	pcr	NOUN
aiti-12683	7	24	for	for	ADP
aiti-12683	7	25	phosphorus	phosphorus	NOUN
aiti-12683	7	26	and	and	CCONJ
aiti-12683	7	27	potassium	potassium	NOUN
aiti-12683	7	28	.	.	PUNCT
aiti-12683	8	1	however	however	ADV
aiti-12683	8	2	,	,	PUNCT
aiti-12683	8	3	mlr	mlr	NOUN
aiti-12683	8	4	reliably	reliably	ADV
aiti-12683	8	5	estimates	estimate	VERB
aiti-12683	8	6	soil	soil	NOUN
aiti-12683	8	7	nitrogen	nitrogen	NOUN
aiti-12683	8	8	,	,	PUNCT
aiti-12683	8	9	phosphorus	phosphorus	NOUN
aiti-12683	8	10	,	,	PUNCT
aiti-12683	8	11	and	and	CCONJ
aiti-12683	8	12	potassium	potassium	NOUN
aiti-12683	8	13	content	content	NOUN
aiti-12683	8	14	with	with	ADP
aiti-12683	8	15	ratio	ratio	NOUN
aiti-12683	8	16	of	of	ADP
aiti-12683	8	17	performance	performance	NOUN
aiti-12683	8	18	to	to	ADP
aiti-12683	8	19	deviation	deviation	NOUN
aiti-12683	8	20	(	(	PUNCT
aiti-12683	8	21	rpd	rpd	NOUN
aiti-12683	8	22	)	)	PUNCT
aiti-12683	8	23	exceeding	exceed	VERB
aiti-12683	8	24	2.0	2.0	NUM
aiti-12683	8	25	.	.	PUNCT
aiti-12683	9	1	this	this	DET
aiti-12683	9	2	study	study	NOUN
aiti-12683	9	3	demonstrates	demonstrate	VERB
aiti-12683	9	4	the	the	DET
aiti-12683	9	5	potential	potential	NOUN
aiti-12683	9	6	of	of	ADP
aiti-12683	9	7	mlr	mlr	NOUN
aiti-12683	9	8	for	for	ADP
aiti-12683	9	9	precise	precise	ADJ
aiti-12683	9	10	macronutrient	macronutrient	NOUN
aiti-12683	9	11	estimation	estimation	NOUN
aiti-12683	9	12	in	in	ADP
aiti-12683	9	13	paddy	paddy	NOUN
aiti-12683	9	14	soil	soil	NOUN
aiti-12683	9	15	.	.	PUNCT
aiti-12683	10	1	keywords	keyword	NOUN
aiti-12683	10	2	:	:	PUNCT
aiti-12683	10	3	fertility	fertility	NOUN
aiti-12683	10	4	,	,	PUNCT
aiti-12683	10	5	near	near	ADV
aiti-12683	10	6	-	-	PUNCT
aiti-12683	10	7	infrared	infrared	ADJ
aiti-12683	10	8	spectroscopy	spectroscopy	NOUN
aiti-12683	10	9	,	,	PUNCT
aiti-12683	10	10	nitrogen	nitrogen	NOUN
aiti-12683	10	11	,	,	PUNCT
aiti-12683	10	12	phosphorus	phosphorus	NOUN
aiti-12683	10	13	,	,	PUNCT
aiti-12683	10	14	potassium	potassium	NOUN
aiti-12683	10	15	1	1	NUM
aiti-12683	10	16	.	.	PUNCT
aiti-12683	11	1	introduction	introduction	NOUN
aiti-12683	11	2	soil	soil	NOUN
aiti-12683	11	3	plays	play	VERB
aiti-12683	11	4	a	a	DET
aiti-12683	11	5	crucial	crucial	ADJ
aiti-12683	11	6	role	role	NOUN
aiti-12683	11	7	in	in	ADP
aiti-12683	11	8	agriculture	agriculture	NOUN
aiti-12683	11	9	by	by	ADP
aiti-12683	11	10	providing	provide	VERB
aiti-12683	11	11	the	the	DET
aiti-12683	11	12	necessary	necessary	ADJ
aiti-12683	11	13	nutrients	nutrient	NOUN
aiti-12683	11	14	for	for	SCONJ
aiti-12683	11	15	plants	plant	NOUN
aiti-12683	11	16	to	to	PART
aiti-12683	11	17	grow	grow	VERB
aiti-12683	11	18	and	and	CCONJ
aiti-12683	11	19	ultimately	ultimately	ADV
aiti-12683	11	20	supporting	support	VERB
aiti-12683	11	21	human	human	ADJ
aiti-12683	11	22	food	food	NOUN
aiti-12683	11	23	availability	availability	NOUN
aiti-12683	11	24	.	.	PUNCT
aiti-12683	12	1	due	due	ADP
aiti-12683	12	2	to	to	ADP
aiti-12683	12	3	the	the	DET
aiti-12683	12	4	diverse	diverse	ADJ
aiti-12683	12	5	soil	soil	NOUN
aiti-12683	12	6	conditions	condition	NOUN
aiti-12683	12	7	,	,	PUNCT
aiti-12683	12	8	the	the	DET
aiti-12683	12	9	practices	practice	NOUN
aiti-12683	12	10	of	of	ADP
aiti-12683	12	11	agricultural	agricultural	ADJ
aiti-12683	12	12	land	land	NOUN
aiti-12683	12	13	management	management	NOUN
aiti-12683	12	14	must	must	AUX
aiti-12683	12	15	be	be	AUX
aiti-12683	12	16	adapted	adapt	VERB
aiti-12683	12	17	accordingly	accordingly	ADV
aiti-12683	12	18	.	.	PUNCT
aiti-12683	13	1	maintaining	maintain	VERB
aiti-12683	13	2	a	a	DET
aiti-12683	13	3	consistent	consistent	ADJ
aiti-12683	13	4	nutrient	nutrient	NOUN
aiti-12683	13	5	supply	supply	NOUN
aiti-12683	13	6	during	during	ADP
aiti-12683	13	7	the	the	DET
aiti-12683	13	8	crop	crop	NOUN
aiti-12683	13	9	-	-	PUNCT
aiti-12683	13	10	growing	grow	VERB
aiti-12683	13	11	phase	phase	NOUN
aiti-12683	13	12	maximizes	maximize	VERB
aiti-12683	13	13	crop	crop	NOUN
aiti-12683	13	14	productivity	productivity	NOUN
aiti-12683	13	15	[	[	X
aiti-12683	13	16	1	1	NUM
aiti-12683	13	17	]	]	PUNCT
aiti-12683	13	18	.	.	PUNCT
aiti-12683	14	1	hence	hence	ADV
aiti-12683	14	2	,	,	PUNCT
aiti-12683	14	3	soil	soil	NOUN
aiti-12683	14	4	health	health	NOUN
aiti-12683	14	5	is	be	AUX
aiti-12683	14	6	the	the	DET
aiti-12683	14	7	continuation	continuation	NOUN
aiti-12683	14	8	of	of	ADP
aiti-12683	14	9	the	the	DET
aiti-12683	14	10	soil	soil	NOUN
aiti-12683	14	11	’s	’s	PART
aiti-12683	14	12	capacity	capacity	NOUN
aiti-12683	14	13	to	to	PART
aiti-12683	14	14	function	function	VERB
aiti-12683	14	15	as	as	ADP
aiti-12683	14	16	a	a	DET
aiti-12683	14	17	vital	vital	ADJ
aiti-12683	14	18	living	living	NOUN
aiti-12683	14	19	ecosystem	ecosystem	NOUN
aiti-12683	14	20	that	that	PRON
aiti-12683	14	21	supports	support	VERB
aiti-12683	14	22	plants	plant	NOUN
aiti-12683	14	23	and	and	CCONJ
aiti-12683	14	24	ensures	ensure	VERB
aiti-12683	14	25	all	all	DET
aiti-12683	14	26	essential	essential	ADJ
aiti-12683	14	27	soil	soil	NOUN
aiti-12683	14	28	functions	function	NOUN
aiti-12683	14	29	.	.	PUNCT
aiti-12683	15	1	one	one	NUM
aiti-12683	15	2	of	of	ADP
aiti-12683	15	3	the	the	DET
aiti-12683	15	4	critical	critical	ADJ
aiti-12683	15	5	aspects	aspect	NOUN
aiti-12683	15	6	of	of	ADP
aiti-12683	15	7	soil	soil	NOUN
aiti-12683	15	8	health	health	NOUN
aiti-12683	15	9	is	be	AUX
aiti-12683	15	10	soil	soil	NOUN
aiti-12683	15	11	fertility	fertility	NOUN
aiti-12683	15	12	.	.	PUNCT
aiti-12683	16	1	soil	soil	NOUN
aiti-12683	16	2	fertility	fertility	NOUN
aiti-12683	16	3	is	be	AUX
aiti-12683	16	4	primarily	primarily	ADV
aiti-12683	16	5	determined	determine	VERB
aiti-12683	16	6	by	by	ADP
aiti-12683	16	7	the	the	DET
aiti-12683	16	8	presence	presence	NOUN
aiti-12683	16	9	of	of	ADP
aiti-12683	16	10	macronutrients	macronutrient	NOUN
aiti-12683	16	11	such	such	ADJ
aiti-12683	16	12	as	as	ADP
aiti-12683	16	13	nitrogen	nitrogen	NOUN
aiti-12683	16	14	(	(	PUNCT
aiti-12683	16	15	n	n	CCONJ
aiti-12683	16	16	)	)	PUNCT
aiti-12683	16	17	,	,	PUNCT
aiti-12683	16	18	phosphorus	phosphorus	NOUN
aiti-12683	16	19	(	(	PUNCT
aiti-12683	16	20	p	p	NOUN
aiti-12683	16	21	)	)	PUNCT
aiti-12683	16	22	,	,	PUNCT
aiti-12683	16	23	and	and	CCONJ
aiti-12683	16	24	potassium	potassium	NOUN
aiti-12683	16	25	(	(	PUNCT
aiti-12683	16	26	k	k	NOUN
aiti-12683	16	27	)	)	PUNCT
aiti-12683	16	28	,	,	PUNCT
aiti-12683	16	29	which	which	PRON
aiti-12683	16	30	are	be	AUX
aiti-12683	16	31	required	require	VERB
aiti-12683	16	32	in	in	ADP
aiti-12683	16	33	large	large	ADJ
aiti-12683	16	34	quantities	quantity	NOUN
aiti-12683	16	35	.	.	PUNCT
aiti-12683	17	1	furthermore	furthermore	ADV
aiti-12683	17	2	,	,	PUNCT
aiti-12683	17	3	soil	soil	NOUN
aiti-12683	17	4	fertility	fertility	NOUN
aiti-12683	17	5	parameters	parameter	NOUN
aiti-12683	17	6	reflect	reflect	VERB
aiti-12683	17	7	the	the	DET
aiti-12683	17	8	soil	soil	NOUN
aiti-12683	17	9	’s	’s	PART
aiti-12683	17	10	ability	ability	NOUN
aiti-12683	17	11	to	to	PART
aiti-12683	17	12	supply	supply	VERB
aiti-12683	17	13	plant	plant	NOUN
aiti-12683	17	14	nutrients	nutrient	NOUN
aiti-12683	17	15	.	.	PUNCT
aiti-12683	18	1	regular	regular	ADJ
aiti-12683	18	2	monitoring	monitoring	NOUN
aiti-12683	18	3	of	of	ADP
aiti-12683	18	4	soil	soil	NOUN
aiti-12683	18	5	nutrient	nutrient	NOUN
aiti-12683	18	6	levels	level	NOUN
aiti-12683	18	7	is	be	AUX
aiti-12683	18	8	crucial	crucial	ADJ
aiti-12683	18	9	to	to	PART
aiti-12683	18	10	ensure	ensure	VERB
aiti-12683	18	11	optimal	optimal	ADJ
aiti-12683	18	12	soil	soil	NOUN
aiti-12683	18	13	nutrient	nutrient	NOUN
aiti-12683	18	14	availability	availability	NOUN
aiti-12683	18	15	.	.	PUNCT
aiti-12683	19	1	traditional	traditional	ADJ
aiti-12683	19	2	laboratory	laboratory	NOUN
aiti-12683	19	3	methods	method	NOUN
aiti-12683	19	4	of	of	ADP
aiti-12683	19	5	soil	soil	NOUN
aiti-12683	19	6	analysis	analysis	NOUN
aiti-12683	19	7	are	be	AUX
aiti-12683	19	8	time	time	NOUN
aiti-12683	19	9	-	-	PUNCT
aiti-12683	19	10	consuming	consume	VERB
aiti-12683	19	11	,	,	PUNCT
aiti-12683	19	12	costly	costly	ADJ
aiti-12683	19	13	,	,	PUNCT
aiti-12683	19	14	and	and	CCONJ
aiti-12683	19	15	risky	risky	ADJ
aiti-12683	19	16	.	.	PUNCT
aiti-12683	20	1	it	it	PRON
aiti-12683	20	2	often	often	ADV
aiti-12683	20	3	requires	require	VERB
aiti-12683	20	4	heedful	heedful	ADJ
aiti-12683	20	5	operation	operation	NOUN
aiti-12683	20	6	for	for	ADP
aiti-12683	20	7	hazardous	hazardous	ADJ
aiti-12683	20	8	chemicals	chemical	NOUN
aiti-12683	20	9	harmful	harmful	ADJ
aiti-12683	20	10	to	to	ADP
aiti-12683	20	11	the	the	DET
aiti-12683	20	12	environment	environment	NOUN
aiti-12683	20	13	,	,	PUNCT
aiti-12683	20	14	resulting	result	VERB
aiti-12683	20	15	in	in	ADP
aiti-12683	20	16	impracticability	impracticability	NOUN
aiti-12683	20	17	for	for	ADP
aiti-12683	20	18	farmers	farmer	NOUN
aiti-12683	20	19	.	.	PUNCT
aiti-12683	21	1	therefore	therefore	ADV
aiti-12683	21	2	,	,	PUNCT
aiti-12683	21	3	developing	develop	VERB
aiti-12683	21	4	accurate	accurate	ADJ
aiti-12683	21	5	,	,	PUNCT
aiti-12683	21	6	environmentally	environmentally	ADV
aiti-12683	21	7	friendly	friendly	ADJ
aiti-12683	21	8	,	,	PUNCT
aiti-12683	21	9	time	time	NOUN
aiti-12683	21	10	-	-	PUNCT
aiti-12683	21	11	efficient	efficient	ADJ
aiti-12683	21	12	,	,	PUNCT
aiti-12683	21	13	and	and	CCONJ
aiti-12683	21	14	cost	cost	NOUN
aiti-12683	21	15	-	-	PUNCT
aiti-12683	21	16	effective	effective	ADJ
aiti-12683	21	17	soil	soil	NOUN
aiti-12683	21	18	analysis	analysis	NOUN
aiti-12683	21	19	methods	method	NOUN
aiti-12683	21	20	is	be	AUX
aiti-12683	21	21	imperative	imperative	ADJ
aiti-12683	21	22	[	[	X
aiti-12683	21	23	2	2	NUM
aiti-12683	21	24	]	]	PUNCT
aiti-12683	21	25	.	.	PUNCT
aiti-12683	22	1	however	however	ADV
aiti-12683	22	2	,	,	PUNCT
aiti-12683	22	3	it	it	PRON
aiti-12683	22	4	is	be	AUX
aiti-12683	22	5	essential	essential	ADJ
aiti-12683	22	6	to	to	PART
aiti-12683	22	7	identify	identify	VERB
aiti-12683	22	8	various	various	ADJ
aiti-12683	22	9	nearinfrared	nearinfrared	ADJ
aiti-12683	22	10	(	(	PUNCT
aiti-12683	22	11	nir	nir	NOUN
aiti-12683	22	12	)	)	PUNCT
aiti-12683	22	13	wavelengths	wavelength	NOUN
aiti-12683	22	14	that	that	PRON
aiti-12683	22	15	impact	impact	VERB
aiti-12683	22	16	nutrients	nutrient	NOUN
aiti-12683	22	17	through	through	ADP
aiti-12683	22	18	straightforward	straightforward	ADJ
aiti-12683	22	19	multivariate	multivariate	NOUN
aiti-12683	22	20	models	model	NOUN
aiti-12683	22	21	such	such	ADJ
aiti-12683	22	22	as	as	ADP
aiti-12683	22	23	multiple	multiple	ADJ
aiti-12683	22	24	linear	linear	ADJ
aiti-12683	22	25	regression	regression	NOUN
aiti-12683	22	26	(	(	PUNCT
aiti-12683	22	27	mlr	mlr	NOUN
aiti-12683	22	28	)	)	PUNCT
aiti-12683	22	29	equations	equation	NOUN
aiti-12683	22	30	in	in	ADP
aiti-12683	22	31	the	the	DET
aiti-12683	22	32	initial	initial	ADJ
aiti-12683	22	33	phase	phase	NOUN
aiti-12683	22	34	of	of	ADP
aiti-12683	22	35	creating	create	VERB
aiti-12683	22	36	a	a	DET
aiti-12683	22	37	device	device	NOUN
aiti-12683	22	38	that	that	PRON
aiti-12683	22	39	is	be	AUX
aiti-12683	22	40	lightweight	lightweight	ADJ
aiti-12683	22	41	,	,	PUNCT
aiti-12683	22	42	portable	portable	ADJ
aiti-12683	22	43	,	,	PUNCT
aiti-12683	22	44	and	and	CCONJ
aiti-12683	22	45	user	user	NOUN
aiti-12683	22	46	-	-	PUNCT
aiti-12683	22	47	friendly	friendly	ADJ
aiti-12683	22	48	.	.	PUNCT
aiti-12683	23	1	*	*	PUNCT
aiti-12683	23	2	corresponding	correspond	VERB
aiti-12683	23	3	author	author	NOUN
aiti-12683	23	4	.	.	PUNCT
aiti-12683	24	1	e	e	X
aiti-12683	24	2	-	-	NOUN
aiti-12683	24	3	mail	mail	NOUN
aiti-12683	24	4	address	address	NOUN
aiti-12683	24	5	:	:	PUNCT
aiti-12683	24	6	jonni_firdaus@yahoo.com	jonni_firdaus@yahoo.com	X
aiti-12683	24	7	advances	advance	VERB
aiti-12683	24	8	in	in	ADP
aiti-12683	24	9	technology	technology	NOUN
aiti-12683	24	10	innovation	innovation	NOUN
aiti-12683	24	11	,	,	PUNCT
aiti-12683	24	12	vol	vol	NOUN
aiti-12683	24	13	.	.	PROPN
aiti-12683	25	1	9	9	NUM
aiti-12683	25	2	,	,	PUNCT
aiti-12683	25	3	no	no	INTJ
aiti-12683	25	4	.	.	NOUN
aiti-12683	25	5	1	1	NUM
aiti-12683	25	6	,	,	PUNCT
aiti-12683	25	7	2024	2024	NUM
aiti-12683	25	8	,	,	PUNCT
aiti-12683	25	9	pp	pp	ADJ
aiti-12683	25	10	.	.	PUNCT
aiti-12683	26	1	50	50	NUM
aiti-12683	26	2	-	-	SYM
aiti-12683	26	3	64	64	NUM
aiti-12683	26	4	51	51	NUM
aiti-12683	26	5	west	west	PROPN
aiti-12683	26	6	java	java	PROPN
aiti-12683	26	7	is	be	AUX
aiti-12683	26	8	one	one	NUM
aiti-12683	26	9	of	of	ADP
aiti-12683	26	10	indonesia	indonesia	PROPN
aiti-12683	26	11	’s	’s	PART
aiti-12683	26	12	provinces	province	NOUN
aiti-12683	26	13	with	with	ADP
aiti-12683	26	14	the	the	DET
aiti-12683	26	15	most	most	ADV
aiti-12683	26	16	extensive	extensive	ADJ
aiti-12683	26	17	rice	rice	NOUN
aiti-12683	26	18	fields	field	NOUN
aiti-12683	26	19	,	,	PUNCT
aiti-12683	26	20	requiring	require	VERB
aiti-12683	26	21	fast	fast	ADJ
aiti-12683	26	22	soil	soil	NOUN
aiti-12683	26	23	fertility	fertility	NOUN
aiti-12683	26	24	monitoring	monitoring	NOUN
aiti-12683	26	25	to	to	PART
aiti-12683	26	26	ensure	ensure	VERB
aiti-12683	26	27	practical	practical	ADJ
aiti-12683	26	28	support	support	NOUN
aiti-12683	26	29	for	for	ADP
aiti-12683	26	30	plant	plant	NOUN
aiti-12683	26	31	growth	growth	NOUN
aiti-12683	26	32	.	.	PUNCT
aiti-12683	27	1	earlier	early	ADJ
aiti-12683	27	2	research	research	NOUN
aiti-12683	27	3	has	have	AUX
aiti-12683	27	4	indicated	indicate	VERB
aiti-12683	27	5	significant	significant	ADJ
aiti-12683	27	6	variations	variation	NOUN
aiti-12683	27	7	in	in	ADP
aiti-12683	27	8	the	the	DET
aiti-12683	27	9	accuracy	accuracy	NOUN
aiti-12683	27	10	of	of	ADP
aiti-12683	27	11	soil	soil	NOUN
aiti-12683	27	12	nutrient	nutrient	NOUN
aiti-12683	27	13	prediction	prediction	NOUN
aiti-12683	27	14	models	model	NOUN
aiti-12683	27	15	across	across	ADP
aiti-12683	27	16	different	different	ADJ
aiti-12683	27	17	regions	region	NOUN
aiti-12683	27	18	and	and	CCONJ
aiti-12683	27	19	soil	soil	NOUN
aiti-12683	27	20	types	type	NOUN
aiti-12683	27	21	.	.	PUNCT
aiti-12683	28	1	consequently	consequently	ADV
aiti-12683	28	2	,	,	PUNCT
aiti-12683	28	3	studying	study	VERB
aiti-12683	28	4	and	and	CCONJ
aiti-12683	28	5	exploring	explore	VERB
aiti-12683	28	6	precision	precision	NOUN
aiti-12683	28	7	and	and	CCONJ
aiti-12683	28	8	practical	practical	ADJ
aiti-12683	28	9	application	application	NOUN
aiti-12683	28	10	effects	effect	NOUN
aiti-12683	28	11	are	be	AUX
aiti-12683	28	12	continuously	continuously	ADV
aiti-12683	28	13	needed	need	VERB
aiti-12683	28	14	,	,	PUNCT
aiti-12683	28	15	particularly	particularly	ADV
aiti-12683	28	16	concerning	concern	VERB
aiti-12683	28	17	diverse	diverse	ADJ
aiti-12683	28	18	origins	origin	NOUN
aiti-12683	28	19	and	and	CCONJ
aiti-12683	28	20	types	type	NOUN
aiti-12683	28	21	of	of	ADP
aiti-12683	28	22	croplands	cropland	NOUN
aiti-12683	28	23	[	[	X
aiti-12683	28	24	3	3	NUM
aiti-12683	28	25	]	]	PUNCT
aiti-12683	28	26	.	.	PUNCT
aiti-12683	29	1	nir	nir	ADJ
aiti-12683	29	2	spectroscopy	spectroscopy	NOUN
aiti-12683	29	3	is	be	AUX
aiti-12683	29	4	a	a	DET
aiti-12683	29	5	promising	promising	ADJ
aiti-12683	29	6	alternative	alternative	NOUN
aiti-12683	29	7	to	to	ADP
aiti-12683	29	8	traditional	traditional	ADJ
aiti-12683	29	9	soil	soil	NOUN
aiti-12683	29	10	analysis	analysis	NOUN
aiti-12683	29	11	methods	method	NOUN
aiti-12683	29	12	.	.	PUNCT
aiti-12683	30	1	specifically	specifically	ADV
aiti-12683	30	2	,	,	PUNCT
aiti-12683	30	3	nir	nir	ADJ
aiti-12683	30	4	spectroscopy	spectroscopy	NOUN
aiti-12683	30	5	is	be	AUX
aiti-12683	30	6	a	a	DET
aiti-12683	30	7	nondestructive	nondestructive	ADJ
aiti-12683	30	8	chemical	chemical	NOUN
aiti-12683	30	9	content	content	NOUN
aiti-12683	30	10	detection	detection	NOUN
aiti-12683	30	11	technology	technology	NOUN
aiti-12683	30	12	that	that	PRON
aiti-12683	30	13	is	be	AUX
aiti-12683	30	14	fast	fast	ADJ
aiti-12683	30	15	and	and	CCONJ
aiti-12683	30	16	simple	simple	ADJ
aiti-12683	30	17	in	in	ADP
aiti-12683	30	18	sample	sample	NOUN
aiti-12683	30	19	preparation	preparation	NOUN
aiti-12683	30	20	,	,	PUNCT
aiti-12683	30	21	while	while	SCONJ
aiti-12683	30	22	chemicals	chemical	NOUN
aiti-12683	30	23	are	be	AUX
aiti-12683	30	24	not	not	PART
aiti-12683	30	25	needed	need	VERB
aiti-12683	30	26	,	,	PUNCT
aiti-12683	30	27	conducing	conduce	VERB
aiti-12683	30	28	to	to	ADP
aiti-12683	30	29	an	an	DET
aiti-12683	30	30	environmentally	environmentally	ADV
aiti-12683	30	31	friendly	friendly	ADJ
aiti-12683	30	32	solution	solution	NOUN
aiti-12683	30	33	.	.	PUNCT
aiti-12683	31	1	numerous	numerous	ADJ
aiti-12683	31	2	studies	study	NOUN
aiti-12683	31	3	have	have	AUX
aiti-12683	31	4	demonstrated	demonstrate	VERB
aiti-12683	31	5	the	the	DET
aiti-12683	31	6	efficacy	efficacy	NOUN
aiti-12683	31	7	of	of	ADP
aiti-12683	31	8	nir	nir	ADJ
aiti-12683	31	9	spectroscopy	spectroscopy	NOUN
aiti-12683	31	10	in	in	ADP
aiti-12683	31	11	soil	soil	NOUN
aiti-12683	31	12	analysis	analysis	NOUN
aiti-12683	31	13	,	,	PUNCT
aiti-12683	31	14	with	with	ADP
aiti-12683	31	15	its	its	PRON
aiti-12683	31	16	ability	ability	NOUN
aiti-12683	31	17	to	to	PART
aiti-12683	31	18	rapidly	rapidly	ADV
aiti-12683	31	19	and	and	CCONJ
aiti-12683	31	20	accurately	accurately	ADV
aiti-12683	31	21	predict	predict	VERB
aiti-12683	31	22	soil	soil	NOUN
aiti-12683	31	23	nutrient	nutrient	NOUN
aiti-12683	31	24	contents	content	NOUN
aiti-12683	31	25	and	and	CCONJ
aiti-12683	31	26	other	other	ADJ
aiti-12683	31	27	soil	soil	NOUN
aiti-12683	31	28	properties	property	NOUN
aiti-12683	31	29	.	.	PUNCT
aiti-12683	32	1	therefore	therefore	ADV
aiti-12683	32	2	,	,	PUNCT
aiti-12683	32	3	adopting	adopt	VERB
aiti-12683	32	4	nir	nir	ADJ
aiti-12683	32	5	spectroscopy	spectroscopy	NOUN
aiti-12683	32	6	as	as	ADP
aiti-12683	32	7	a	a	DET
aiti-12683	32	8	soil	soil	NOUN
aiti-12683	32	9	analysis	analysis	NOUN
aiti-12683	32	10	tool	tool	NOUN
aiti-12683	32	11	can	can	AUX
aiti-12683	32	12	significantly	significantly	ADV
aiti-12683	32	13	benefit	benefit	VERB
aiti-12683	32	14	farmers	farmer	NOUN
aiti-12683	32	15	and	and	CCONJ
aiti-12683	32	16	facilitate	facilitate	VERB
aiti-12683	32	17	sustainable	sustainable	ADJ
aiti-12683	32	18	agriculture	agriculture	NOUN
aiti-12683	32	19	practices	practice	NOUN
aiti-12683	32	20	.	.	PUNCT
aiti-12683	33	1	many	many	ADJ
aiti-12683	33	2	studies	study	NOUN
aiti-12683	33	3	have	have	AUX
aiti-12683	33	4	been	be	AUX
aiti-12683	33	5	conducted	conduct	VERB
aiti-12683	33	6	on	on	ADP
aiti-12683	33	7	nir	nir	NOUN
aiti-12683	33	8	to	to	PART
aiti-12683	33	9	determine	determine	VERB
aiti-12683	33	10	property	property	NOUN
aiti-12683	33	11	characteristics	characteristic	NOUN
aiti-12683	33	12	and	and	CCONJ
aiti-12683	33	13	soil	soil	NOUN
aiti-12683	33	14	fertility	fertility	NOUN
aiti-12683	33	15	[	[	X
aiti-12683	33	16	4	4	NUM
aiti-12683	33	17	-	-	SYM
aiti-12683	33	18	8	8	NUM
aiti-12683	33	19	]	]	PUNCT
aiti-12683	33	20	.	.	PUNCT
aiti-12683	34	1	the	the	DET
aiti-12683	34	2	accuracy	accuracy	NOUN
aiti-12683	34	3	of	of	ADP
aiti-12683	34	4	deploying	deploy	VERB
aiti-12683	34	5	nir	nir	NOUN
aiti-12683	34	6	to	to	PART
aiti-12683	34	7	estimate	estimate	VERB
aiti-12683	34	8	soil	soil	NOUN
aiti-12683	34	9	nitrogen	nitrogen	NOUN
aiti-12683	34	10	was	be	AUX
aiti-12683	34	11	relatively	relatively	ADV
aiti-12683	34	12	high	high	ADJ
aiti-12683	34	13	,	,	PUNCT
aiti-12683	34	14	with	with	ADP
aiti-12683	34	15	an	an	DET
aiti-12683	34	16	r2	r2	NOUN
aiti-12683	34	17	value	value	NOUN
aiti-12683	34	18	of	of	ADP
aiti-12683	34	19	0.75	0.75	NUM
aiti-12683	34	20	-	-	SYM
aiti-12683	34	21	0.95	0.95	NUM
aiti-12683	35	1	[	[	PUNCT
aiti-12683	35	2	9	9	NUM
aiti-12683	35	3	-	-	SYM
aiti-12683	35	4	15	15	NUM
aiti-12683	35	5	]	]	PUNCT
aiti-12683	35	6	.	.	PUNCT
aiti-12683	36	1	research	research	NOUN
aiti-12683	36	2	on	on	ADP
aiti-12683	36	3	phosphorus	phosphorus	NOUN
aiti-12683	36	4	estimation	estimation	NOUN
aiti-12683	36	5	showed	show	VERB
aiti-12683	36	6	a	a	DET
aiti-12683	36	7	low	low	ADJ
aiti-12683	36	8	r2	r2	NOUN
aiti-12683	36	9	value	value	NOUN
aiti-12683	36	10	[	[	X
aiti-12683	36	11	16	16	NUM
aiti-12683	36	12	]	]	PUNCT
aiti-12683	36	13	,	,	PUNCT
aiti-12683	36	14	but	but	CCONJ
aiti-12683	36	15	several	several	ADJ
aiti-12683	36	16	other	other	ADJ
aiti-12683	36	17	studies	study	NOUN
aiti-12683	36	18	obtained	obtain	VERB
aiti-12683	36	19	high	high	ADJ
aiti-12683	36	20	r2	r2	NOUN
aiti-12683	36	21	values	value	NOUN
aiti-12683	36	22	of	of	ADP
aiti-12683	36	23	0.63	0.63	NUM
aiti-12683	36	24	-	-	SYM
aiti-12683	36	25	0.91	0.91	NUM
aiti-12683	37	1	[	[	X
aiti-12683	37	2	17	17	NUM
aiti-12683	37	3	]	]	PUNCT
aiti-12683	37	4	.	.	PUNCT
aiti-12683	38	1	meanwhile	meanwhile	ADV
aiti-12683	38	2	,	,	PUNCT
aiti-12683	38	3	potassium	potassium	NOUN
aiti-12683	38	4	prediction	prediction	NOUN
aiti-12683	38	5	obtained	obtain	VERB
aiti-12683	38	6	0.47	0.47	NUM
aiti-12683	38	7	-	-	SYM
aiti-12683	38	8	0.59	0.59	NUM
aiti-12683	38	9	for	for	ADP
aiti-12683	38	10	r2	r2	PROPN
aiti-12683	38	11	value	value	NOUN
aiti-12683	38	12	[	[	X
aiti-12683	38	13	2	2	NUM
aiti-12683	38	14	]	]	PUNCT
aiti-12683	38	15	,	,	PUNCT
aiti-12683	38	16	and	and	CCONJ
aiti-12683	38	17	other	other	ADJ
aiti-12683	38	18	researchers	researcher	NOUN
aiti-12683	38	19	got	get	VERB
aiti-12683	38	20	higher	high	ADJ
aiti-12683	38	21	r2	r2	NOUN
aiti-12683	38	22	values	value	NOUN
aiti-12683	38	23	standing	stand	VERB
aiti-12683	38	24	at	at	ADP
aiti-12683	38	25	0.92	0.92	NUM
aiti-12683	38	26	-	-	SYM
aiti-12683	38	27	0.99	0.99	NUM
aiti-12683	39	1	[	[	X
aiti-12683	39	2	3	3	NUM
aiti-12683	39	3	,	,	PUNCT
aiti-12683	39	4	18	18	NUM
aiti-12683	39	5	]	]	PUNCT
aiti-12683	39	6	.	.	PUNCT
aiti-12683	40	1	nitrogen	nitrogen	NOUN
aiti-12683	40	2	prediction	prediction	NOUN
aiti-12683	40	3	has	have	AUX
aiti-12683	40	4	been	be	AUX
aiti-12683	40	5	studied	study	VERB
aiti-12683	40	6	using	use	VERB
aiti-12683	40	7	foss	foss	PROPN
aiti-12683	40	8	nirsystems	nirsystem	VERB
aiti-12683	40	9	5000	5000	NUM
aiti-12683	40	10	(	(	PUNCT
aiti-12683	40	11	foss	foss	PROPN
aiti-12683	40	12	nirsystems	nirsystems	PROPN
aiti-12683	40	13	,	,	PUNCT
aiti-12683	40	14	inc	inc	PROPN
aiti-12683	40	15	,	,	PUNCT
aiti-12683	40	16	laurel	laurel	PROPN
aiti-12683	40	17	,	,	PUNCT
aiti-12683	40	18	usa	usa	PROPN
aiti-12683	40	19	)	)	PUNCT
aiti-12683	40	20	(	(	PUNCT
aiti-12683	40	21	1100	1100	NUM
aiti-12683	40	22	-	-	SYM
aiti-12683	40	23	2498	2498	NUM
aiti-12683	40	24	nm	nm	NOUN
aiti-12683	40	25	)	)	PUNCT
aiti-12683	40	26	and	and	CCONJ
aiti-12683	40	27	partial	partial	ADJ
aiti-12683	40	28	least	least	ADJ
aiti-12683	40	29	squares	square	NOUN
aiti-12683	40	30	(	(	PUNCT
aiti-12683	40	31	pls	pls	INTJ
aiti-12683	40	32	)	)	PUNCT
aiti-12683	40	33	with	with	ADP
aiti-12683	40	34	reflectance	reflectance	NOUN
aiti-12683	40	35	(	(	PUNCT
aiti-12683	40	36	r	r	NOUN
aiti-12683	40	37	)	)	PUNCT
aiti-12683	40	38	and	and	CCONJ
aiti-12683	40	39	first	first	ADJ
aiti-12683	40	40	derivative	derivative	ADJ
aiti-12683	40	41	(	(	PUNCT
aiti-12683	40	42	d1	d1	NOUN
aiti-12683	40	43	)	)	PUNCT
aiti-12683	40	44	pretreatment	pretreatment	NOUN
aiti-12683	40	45	in	in	ADP
aiti-12683	40	46	360	360	NUM
aiti-12683	40	47	samples	sample	NOUN
aiti-12683	40	48	,	,	PUNCT
aiti-12683	40	49	resulting	result	VERB
aiti-12683	40	50	in	in	ADP
aiti-12683	40	51	an	an	DET
aiti-12683	40	52	r2	r2	NOUN
aiti-12683	40	53	value	value	NOUN
aiti-12683	40	54	of	of	ADP
aiti-12683	40	55	0.77	0.77	NUM
aiti-12683	40	56	and	and	CCONJ
aiti-12683	40	57	ratio	ratio	NOUN
aiti-12683	40	58	of	of	ADP
aiti-12683	40	59	performance	performance	NOUN
aiti-12683	40	60	to	to	ADP
aiti-12683	40	61	deviation	deviation	NOUN
aiti-12683	40	62	(	(	PUNCT
aiti-12683	40	63	rpd	rpd	PROPN
aiti-12683	40	64	)	)	PUNCT
aiti-12683	40	65	of	of	ADP
aiti-12683	40	66	2.10	2.10	NUM
aiti-12683	40	67	[	[	PUNCT
aiti-12683	40	68	9	9	NUM
aiti-12683	40	69	]	]	PUNCT
aiti-12683	40	70	.	.	PUNCT
aiti-12683	41	1	the	the	DET
aiti-12683	41	2	study	study	NOUN
aiti-12683	41	3	used	use	VERB
aiti-12683	41	4	a	a	DET
aiti-12683	41	5	fieldspec	fieldspec	NOUN
aiti-12683	41	6	®	®	NOUN
aiti-12683	41	7	pro	pro	ADJ
aiti-12683	41	8	sensor	sensor	NOUN
aiti-12683	41	9	(	(	PUNCT
aiti-12683	41	10	analytical	analytical	ADJ
aiti-12683	41	11	spectral	spectral	PROPN
aiti-12683	41	12	devices	devices	PROPN
aiti-12683	41	13	inc	inc	PROPN
aiti-12683	41	14	.	.	PROPN
aiti-12683	41	15	,	,	PUNCT
aiti-12683	41	16	colorado	colorado	PROPN
aiti-12683	41	17	,	,	PUNCT
aiti-12683	41	18	usa	usa	PROPN
aiti-12683	41	19	)	)	PUNCT
aiti-12683	41	20	,	,	PUNCT
aiti-12683	41	21	visible	visible	ADJ
aiti-12683	41	22	-	-	PUNCT
aiti-12683	41	23	near	near	ADV
aiti-12683	41	24	infrared	infrared	NOUN
aiti-12683	41	25	(	(	PUNCT
aiti-12683	41	26	vis	vis	X
aiti-12683	41	27	-	-	ADJ
aiti-12683	41	28	nir	nir	ADJ
aiti-12683	41	29	)	)	PUNCT
aiti-12683	41	30	range	range	NOUN
aiti-12683	41	31	(	(	PUNCT
aiti-12683	41	32	350	350	NUM
aiti-12683	41	33	-	-	SYM
aiti-12683	41	34	2500	2500	NUM
aiti-12683	41	35	nm	nm	NOUN
aiti-12683	41	36	)	)	PUNCT
aiti-12683	41	37	,	,	PUNCT
aiti-12683	41	38	and	and	CCONJ
aiti-12683	41	39	support	support	VERB
aiti-12683	41	40	vector	vector	NOUN
aiti-12683	41	41	machine	machine	NOUN
aiti-12683	41	42	(	(	PUNCT
aiti-12683	41	43	svm	svm	PROPN
aiti-12683	41	44	)	)	PUNCT
aiti-12683	41	45	with	with	ADP
aiti-12683	41	46	absorbance	absorbance	NOUN
aiti-12683	41	47	pretreatment	pretreatment	NOUN
aiti-12683	41	48	in	in	ADP
aiti-12683	41	49	a	a	DET
aiti-12683	41	50	total	total	NOUN
aiti-12683	41	51	of	of	ADP
aiti-12683	41	52	210	210	NUM
aiti-12683	41	53	samples	sample	NOUN
aiti-12683	41	54	,	,	PUNCT
aiti-12683	41	55	resulting	result	VERB
aiti-12683	41	56	in	in	ADP
aiti-12683	41	57	an	an	DET
aiti-12683	41	58	r2	r2	NOUN
aiti-12683	41	59	value	value	NOUN
aiti-12683	41	60	of	of	ADP
aiti-12683	41	61	0.75	0.75	NUM
aiti-12683	41	62	[	[	X
aiti-12683	41	63	11	11	NUM
aiti-12683	41	64	]	]	PUNCT
aiti-12683	41	65	.	.	PUNCT
aiti-12683	42	1	munawar	munawar	PROPN
aiti-12683	42	2	et	et	PROPN
aiti-12683	42	3	al	al	PROPN
aiti-12683	42	4	.	.	PUNCT
aiti-12683	43	1	[	[	X
aiti-12683	43	2	12	12	NUM
aiti-12683	43	3	]	]	PUNCT
aiti-12683	43	4	employed	employ	VERB
aiti-12683	43	5	the	the	DET
aiti-12683	43	6	benchtop	benchtop	NOUN
aiti-12683	43	7	nir	nir	ADJ
aiti-12683	43	8	instrument	instrument	NOUN
aiti-12683	43	9	thermo	thermo	NOUN
aiti-12683	43	10	nicolet	nicolet	PROPN
aiti-12683	43	11	antaris	antaris	PROPN
aiti-12683	43	12	ii	ii	PROPN
aiti-12683	43	13	(	(	PUNCT
aiti-12683	43	14	thermo	thermo	PROPN
aiti-12683	43	15	fisher	fisher	PROPN
aiti-12683	43	16	scientific	scientific	PROPN
aiti-12683	43	17	inc	inc	PROPN
aiti-12683	43	18	,	,	PUNCT
aiti-12683	43	19	waltham	waltham	PROPN
aiti-12683	43	20	,	,	PUNCT
aiti-12683	43	21	usa	usa	PROPN
aiti-12683	43	22	)	)	PUNCT
aiti-12683	43	23	range	range	NOUN
aiti-12683	43	24	(	(	PUNCT
aiti-12683	43	25	10002500	10002500	NUM
aiti-12683	43	26	nm	nm	NOUN
aiti-12683	43	27	)	)	PUNCT
aiti-12683	43	28	,	,	PUNCT
aiti-12683	43	29	principal	principal	ADJ
aiti-12683	43	30	component	component	NOUN
aiti-12683	43	31	regression	regression	NOUN
aiti-12683	43	32	(	(	PUNCT
aiti-12683	43	33	pcr	pcr	NOUN
aiti-12683	43	34	)	)	PUNCT
aiti-12683	43	35	,	,	PUNCT
aiti-12683	43	36	and	and	CCONJ
aiti-12683	43	37	pls	pls	INTJ
aiti-12683	43	38	in	in	ADP
aiti-12683	43	39	40	40	NUM
aiti-12683	43	40	samples	sample	NOUN
aiti-12683	43	41	,	,	PUNCT
aiti-12683	43	42	resulting	result	VERB
aiti-12683	43	43	in	in	ADP
aiti-12683	43	44	r2	r2	PROPN
aiti-12683	43	45	values	value	NOUN
aiti-12683	43	46	of	of	ADP
aiti-12683	43	47	0.85	0.85	NUM
aiti-12683	43	48	and	and	CCONJ
aiti-12683	43	49	0.87	0.87	NUM
aiti-12683	43	50	,	,	PUNCT
aiti-12683	43	51	respectively	respectively	ADV
aiti-12683	43	52	.	.	PUNCT
aiti-12683	44	1	regarding	regard	VERB
aiti-12683	44	2	rpd	rpd	PROPN
aiti-12683	44	3	values	value	NOUN
aiti-12683	44	4	,	,	PUNCT
aiti-12683	44	5	they	they	PRON
aiti-12683	44	6	stood	stand	VERB
aiti-12683	44	7	at	at	ADP
aiti-12683	44	8	2.00	2.00	NUM
aiti-12683	44	9	and	and	CCONJ
aiti-12683	44	10	3.50	3.50	NUM
aiti-12683	44	11	,	,	PUNCT
aiti-12683	44	12	respectively	respectively	ADV
aiti-12683	44	13	.	.	PUNCT
aiti-12683	45	1	pudełko	pudełko	NOUN
aiti-12683	45	2	and	and	CCONJ
aiti-12683	45	3	chodak	chodak	NOUN
aiti-12683	46	1	[	[	X
aiti-12683	46	2	13	13	NUM
aiti-12683	46	3	]	]	PUNCT
aiti-12683	46	4	used	use	VERB
aiti-12683	46	5	the	the	DET
aiti-12683	46	6	antaris	antaris	PROPN
aiti-12683	46	7	ii	ii	PROPN
aiti-12683	46	8	ft	ft	PROPN
aiti-12683	46	9	-	-	PUNCT
aiti-12683	46	10	nir	nir	NOUN
aiti-12683	46	11	analyzer	analyzer	NOUN
aiti-12683	46	12	(	(	PUNCT
aiti-12683	46	13	thermo	thermo	PROPN
aiti-12683	46	14	fisher	fisher	PROPN
aiti-12683	46	15	scientific	scientific	PROPN
aiti-12683	46	16	inc	inc	PROPN
aiti-12683	46	17	,	,	PUNCT
aiti-12683	46	18	waltham	waltham	PROPN
aiti-12683	46	19	,	,	PUNCT
aiti-12683	46	20	usa	usa	PROPN
aiti-12683	46	21	)	)	PUNCT
aiti-12683	46	22	range	range	NOUN
aiti-12683	46	23	(	(	PUNCT
aiti-12683	46	24	1000	1000	NUM
aiti-12683	46	25	-	-	SYM
aiti-12683	46	26	2500	2500	NUM
aiti-12683	46	27	nm	nm	NOUN
aiti-12683	46	28	)	)	PUNCT
aiti-12683	46	29	and	and	CCONJ
aiti-12683	46	30	pcr	pcr	ADJ
aiti-12683	46	31	,	,	PUNCT
aiti-12683	46	32	pls	pls	INTJ
aiti-12683	46	33	,	,	PUNCT
aiti-12683	46	34	artificial	artificial	ADJ
aiti-12683	46	35	neural	neural	ADJ
aiti-12683	46	36	network	network	NOUN
aiti-12683	46	37	(	(	PUNCT
aiti-12683	46	38	ann	ann	PROPN
aiti-12683	46	39	)	)	PUNCT
aiti-12683	46	40	,	,	PUNCT
aiti-12683	46	41	principal	principal	ADJ
aiti-12683	46	42	component	component	NOUN
aiti-12683	46	43	analysis	analysis	NOUN
aiti-12683	46	44	-	-	PUNCT
aiti-12683	46	45	artificial	artificial	ADJ
aiti-12683	46	46	neural	neural	ADJ
aiti-12683	46	47	network	network	NOUN
aiti-12683	46	48	(	(	PUNCT
aiti-12683	46	49	pca	pca	PROPN
aiti-12683	46	50	-	-	PROPN
aiti-12683	46	51	ann	ann	PROPN
aiti-12683	46	52	)	)	PUNCT
aiti-12683	46	53	,	,	PUNCT
aiti-12683	46	54	pls	pls	PROPN
aiti-12683	46	55	-	-	PUNCT
aiti-12683	46	56	ann	ann	PROPN
aiti-12683	46	57	with	with	ADP
aiti-12683	46	58	absorbance	absorbance	NOUN
aiti-12683	46	59	,	,	PUNCT
aiti-12683	46	60	baseline	baseline	NOUN
aiti-12683	46	61	offset	offset	NOUN
aiti-12683	46	62	(	(	PUNCT
aiti-12683	46	63	bo	bo	NOUN
aiti-12683	46	64	)	)	PUNCT
aiti-12683	46	65	,	,	PUNCT
aiti-12683	46	66	d1	d1	NOUN
aiti-12683	46	67	,	,	PUNCT
aiti-12683	46	68	and	and	CCONJ
aiti-12683	46	69	d1+bo	d1+bo	PROPN
aiti-12683	46	70	pretreatments	pretreatment	NOUN
aiti-12683	46	71	in	in	ADP
aiti-12683	46	72	90	90	NUM
aiti-12683	46	73	samples	sample	NOUN
aiti-12683	46	74	,	,	PUNCT
aiti-12683	46	75	resulting	result	VERB
aiti-12683	46	76	in	in	ADP
aiti-12683	46	77	r2	r2	PROPN
aiti-12683	46	78	values	value	NOUN
aiti-12683	46	79	of	of	ADP
aiti-12683	46	80	0.90	0.90	NUM
aiti-12683	46	81	,	,	PUNCT
aiti-12683	46	82	0.89	0.89	NUM
aiti-12683	46	83	,	,	PUNCT
aiti-12683	46	84	0.91	0.91	NUM
aiti-12683	46	85	,	,	PUNCT
aiti-12683	46	86	0.93	0.93	NUM
aiti-12683	46	87	,	,	PUNCT
aiti-12683	46	88	and	and	CCONJ
aiti-12683	46	89	0.91	0.91	NUM
aiti-12683	46	90	,	,	PUNCT
aiti-12683	46	91	respectively	respectively	ADV
aiti-12683	46	92	.	.	PUNCT
aiti-12683	47	1	reda	reda	PROPN
aiti-12683	47	2	et	et	PROPN
aiti-12683	47	3	al	al	PROPN
aiti-12683	47	4	.	.	PUNCT
aiti-12683	48	1	[	[	X
aiti-12683	48	2	14	14	NUM
aiti-12683	48	3	]	]	PUNCT
aiti-12683	48	4	used	use	VERB
aiti-12683	48	5	the	the	DET
aiti-12683	48	6	nir	nir	ADJ
aiti-12683	48	7	portable	portable	ADJ
aiti-12683	48	8	spectrometer	spectrometer	NOUN
aiti-12683	48	9	(	(	PUNCT
aiti-12683	48	10	1100	1100	NUM
aiti-12683	48	11	-	-	SYM
aiti-12683	48	12	2500	2500	NUM
aiti-12683	48	13	nm	nm	NOUN
aiti-12683	48	14	)	)	PUNCT
aiti-12683	48	15	and	and	CCONJ
aiti-12683	48	16	pls	pls	INTJ
aiti-12683	48	17	with	with	ADP
aiti-12683	48	18	absorbance	absorbance	NOUN
aiti-12683	48	19	pretreatment	pretreatment	NOUN
aiti-12683	48	20	in	in	ADP
aiti-12683	48	21	400	400	NUM
aiti-12683	48	22	samples	sample	NOUN
aiti-12683	48	23	,	,	PUNCT
aiti-12683	48	24	resulting	result	VERB
aiti-12683	48	25	in	in	ADP
aiti-12683	48	26	an	an	DET
aiti-12683	48	27	r2	r2	NOUN
aiti-12683	48	28	value	value	NOUN
aiti-12683	48	29	of	of	ADP
aiti-12683	48	30	0.80	0.80	NUM
aiti-12683	48	31	and	and	CCONJ
aiti-12683	48	32	rpd	rpd	NOUN
aiti-12683	48	33	of	of	ADP
aiti-12683	48	34	2.77	2.77	NUM
aiti-12683	48	35	.	.	PUNCT
aiti-12683	49	1	they	they	PRON
aiti-12683	49	2	also	also	ADV
aiti-12683	49	3	employed	employ	VERB
aiti-12683	49	4	back	back	ADP
aiti-12683	49	5	propagation	propagation	NOUN
aiti-12683	49	6	neural	neural	ADJ
aiti-12683	49	7	network	network	NOUN
aiti-12683	49	8	(	(	PUNCT
aiti-12683	49	9	bpnn	bpnn	NOUN
aiti-12683	49	10	)	)	PUNCT
aiti-12683	49	11	,	,	PUNCT
aiti-12683	49	12	backward	backward	ADJ
aiti-12683	49	13	variable	variable	ADJ
aiti-12683	49	14	elimination	elimination	NOUN
aiti-12683	49	15	-	-	PUNCT
aiti-12683	49	16	back	back	NOUN
aiti-12683	49	17	propagation	propagation	NOUN
aiti-12683	49	18	neural	neural	ADJ
aiti-12683	49	19	network	network	NOUN
aiti-12683	49	20	(	(	PUNCT
aiti-12683	49	21	bve	bve	PROPN
aiti-12683	49	22	-	-	PUNCT
aiti-12683	49	23	bpnn	bpnn	NOUN
aiti-12683	49	24	)	)	PUNCT
aiti-12683	49	25	,	,	PUNCT
aiti-12683	49	26	and	and	CCONJ
aiti-12683	49	27	ensemble	ensemble	ADJ
aiti-12683	49	28	learning	learning	NOUN
aiti-12683	49	29	modeling	modeling	NOUN
aiti-12683	49	30	(	(	PUNCT
aiti-12683	49	31	elm	elm	PROPN
aiti-12683	49	32	)	)	PUNCT
aiti-12683	49	33	with	with	ADP
aiti-12683	49	34	multi	multi	NOUN
aiti-12683	49	35	scatter	scatter	NOUN
aiti-12683	49	36	correction	correction	NOUN
aiti-12683	49	37	(	(	PUNCT
aiti-12683	49	38	msc	msc	PROPN
aiti-12683	49	39	)	)	PUNCT
aiti-12683	49	40	pretreatment	pretreatment	NOUN
aiti-12683	49	41	,	,	PUNCT
aiti-12683	49	42	resulting	result	VERB
aiti-12683	49	43	in	in	ADP
aiti-12683	49	44	r2	r2	PROPN
aiti-12683	49	45	values	value	NOUN
aiti-12683	49	46	of	of	ADP
aiti-12683	49	47	0.93	0.93	NUM
aiti-12683	49	48	,	,	PUNCT
aiti-12683	49	49	0.90	0.90	NUM
aiti-12683	49	50	,	,	PUNCT
aiti-12683	49	51	and	and	CCONJ
aiti-12683	49	52	0.94	0.94	NUM
aiti-12683	49	53	,	,	PUNCT
aiti-12683	49	54	while	while	SCONJ
aiti-12683	49	55	rpd	rpd	PROPN
aiti-12683	49	56	values	value	NOUN
aiti-12683	49	57	are	be	AUX
aiti-12683	49	58	3.84	3.84	NUM
aiti-12683	49	59	,	,	PUNCT
aiti-12683	49	60	3.03	3.03	NUM
aiti-12683	49	61	,	,	PUNCT
aiti-12683	49	62	and	and	CCONJ
aiti-12683	49	63	4.91	4.91	NUM
aiti-12683	49	64	,	,	PUNCT
aiti-12683	49	65	respectively	respectively	ADV
aiti-12683	49	66	.	.	PUNCT
aiti-12683	50	1	ng	ng	PROPN
aiti-12683	50	2	et	et	PROPN
aiti-12683	50	3	al	al	PROPN
aiti-12683	50	4	.	.	PUNCT
aiti-12683	51	1	[	[	X
aiti-12683	51	2	16	16	NUM
aiti-12683	51	3	]	]	PUNCT
aiti-12683	51	4	used	use	VERB
aiti-12683	51	5	the	the	DET
aiti-12683	51	6	neospectra	neospectra	PROPN
aiti-12683	51	7	module	module	NOUN
aiti-12683	51	8	sws62221	sws62221	NOUN
aiti-12683	51	9	(	(	PUNCT
aiti-12683	51	10	si	si	ADJ
aiti-12683	51	11	-	-	PUNCT
aiti-12683	51	12	ware	ware	NOUN
aiti-12683	51	13	systems	system	NOUN
aiti-12683	51	14	,	,	PUNCT
aiti-12683	51	15	cairo	cairo	PROPN
aiti-12683	51	16	,	,	PUNCT
aiti-12683	51	17	egypt	egypt	PROPN
aiti-12683	51	18	)	)	PUNCT
aiti-12683	51	19	range	range	NOUN
aiti-12683	51	20	(	(	PUNCT
aiti-12683	51	21	1300	1300	NUM
aiti-12683	51	22	-	-	SYM
aiti-12683	51	23	2600	2600	NUM
aiti-12683	51	24	nm	nm	NOUN
aiti-12683	51	25	)	)	PUNCT
aiti-12683	51	26	and	and	CCONJ
aiti-12683	51	27	cubist	cubist	NOUN
aiti-12683	51	28	model	model	NOUN
aiti-12683	51	29	with	with	ADP
aiti-12683	51	30	savitzky	savitzky	NOUN
aiti-12683	51	31	-	-	PUNCT
aiti-12683	51	32	golay	golay	PROPN
aiti-12683	51	33	(	(	PUNCT
aiti-12683	51	34	sg	sg	NOUN
aiti-12683	51	35	)	)	PUNCT
aiti-12683	51	36	second	second	ADJ
aiti-12683	51	37	order	order	NOUN
aiti-12683	51	38	polynomial	polynomial	ADJ
aiti-12683	51	39	and	and	CCONJ
aiti-12683	51	40	standard	standard	ADJ
aiti-12683	51	41	normal	normal	ADJ
aiti-12683	51	42	variate	variate	NOUN
aiti-12683	51	43	(	(	PUNCT
aiti-12683	51	44	snv	snv	NOUN
aiti-12683	51	45	)	)	PUNCT
aiti-12683	51	46	pretreatments	pretreatment	NOUN
aiti-12683	51	47	in	in	ADP
aiti-12683	51	48	1601	1601	NUM
aiti-12683	51	49	samples	sample	NOUN
aiti-12683	51	50	,	,	PUNCT
aiti-12683	51	51	resulting	result	VERB
aiti-12683	51	52	in	in	ADP
aiti-12683	51	53	r2	r2	PROPN
aiti-12683	51	54	values	value	NOUN
aiti-12683	51	55	of	of	ADP
aiti-12683	51	56	0.52	0.52	NUM
aiti-12683	51	57	.	.	PUNCT
aiti-12683	52	1	several	several	ADJ
aiti-12683	52	2	studies	study	NOUN
aiti-12683	52	3	have	have	AUX
aiti-12683	52	4	successfully	successfully	ADV
aiti-12683	52	5	predicted	predict	VERB
aiti-12683	52	6	soil	soil	NOUN
aiti-12683	52	7	nitrogen	nitrogen	NOUN
aiti-12683	52	8	content	content	NOUN
aiti-12683	52	9	using	use	VERB
aiti-12683	52	10	different	different	ADJ
aiti-12683	52	11	types	type	NOUN
aiti-12683	52	12	of	of	ADP
aiti-12683	52	13	nir	nir	ADJ
aiti-12683	52	14	equipment	equipment	NOUN
aiti-12683	52	15	and	and	CCONJ
aiti-12683	52	16	multivariate	multivariate	NOUN
aiti-12683	52	17	methods	method	NOUN
aiti-12683	52	18	,	,	PUNCT
aiti-12683	52	19	achieving	achieve	VERB
aiti-12683	52	20	r2	r2	PROPN
aiti-12683	52	21	values	value	NOUN
aiti-12683	52	22	ranging	range	VERB
aiti-12683	52	23	from	from	ADP
aiti-12683	52	24	0.75	0.75	NUM
aiti-12683	52	25	to	to	ADP
aiti-12683	52	26	0.94	0.94	NUM
aiti-12683	52	27	.	.	PUNCT
aiti-12683	53	1	munawar	munawar	PROPN
aiti-12683	53	2	et	et	PROPN
aiti-12683	53	3	al	al	PROPN
aiti-12683	53	4	.	.	PUNCT
aiti-12683	54	1	[	[	X
aiti-12683	54	2	12	12	NUM
aiti-12683	54	3	]	]	PUNCT
aiti-12683	54	4	used	use	VERB
aiti-12683	54	5	a	a	DET
aiti-12683	54	6	benchtop	benchtop	NOUN
aiti-12683	54	7	nir	nir	ADJ
aiti-12683	54	8	instrument	instrument	NOUN
aiti-12683	54	9	thermo	thermo	NOUN
aiti-12683	54	10	nicolet	nicolet	PROPN
aiti-12683	54	11	antaris	antaris	PROPN
aiti-12683	54	12	ii	ii	PROPN
aiti-12683	54	13	(	(	PUNCT
aiti-12683	54	14	thermo	thermo	PROPN
aiti-12683	54	15	fisher	fisher	PROPN
aiti-12683	54	16	scientific	scientific	PROPN
aiti-12683	54	17	inc	inc	PROPN
aiti-12683	54	18	,	,	PUNCT
aiti-12683	54	19	waltham	waltham	PROPN
aiti-12683	54	20	,	,	PUNCT
aiti-12683	54	21	usa	usa	PROPN
aiti-12683	54	22	)	)	PUNCT
aiti-12683	54	23	for	for	ADP
aiti-12683	54	24	phosphorus	phosphorus	NOUN
aiti-12683	54	25	and	and	CCONJ
aiti-12683	54	26	applied	apply	VERB
aiti-12683	54	27	pcr	pcr	NOUN
aiti-12683	54	28	and	and	CCONJ
aiti-12683	54	29	pls	pls	INTJ
aiti-12683	54	30	,	,	PUNCT
aiti-12683	54	31	achieving	achieve	VERB
aiti-12683	54	32	r2	r2	PROPN
aiti-12683	54	33	values	value	NOUN
aiti-12683	54	34	of	of	ADP
aiti-12683	54	35	0.93	0.93	NUM
aiti-12683	54	36	and	and	CCONJ
aiti-12683	54	37	0.99	0.99	NUM
aiti-12683	54	38	,	,	PUNCT
aiti-12683	54	39	respectively	respectively	ADV
aiti-12683	54	40	,	,	PUNCT
aiti-12683	54	41	with	with	ADP
aiti-12683	54	42	rpd	rpd	PROPN
aiti-12683	54	43	values	value	NOUN
aiti-12683	54	44	of	of	ADP
aiti-12683	54	45	3.86	3.86	NUM
aiti-12683	54	46	and	and	CCONJ
aiti-12683	54	47	5.41	5.41	NUM
aiti-12683	54	48	.	.	PUNCT
aiti-12683	55	1	the	the	DET
aiti-12683	55	2	neospectra	neospectra	PROPN
aiti-12683	55	3	module	module	NOUN
aiti-12683	55	4	sws62221	sws62221	NOUN
aiti-12683	55	5	(	(	PUNCT
aiti-12683	55	6	si	si	ADJ
aiti-12683	55	7	-	-	PUNCT
aiti-12683	55	8	ware	ware	NOUN
aiti-12683	55	9	systems	system	NOUN
aiti-12683	55	10	,	,	PUNCT
aiti-12683	55	11	cairo	cairo	PROPN
aiti-12683	55	12	,	,	PUNCT
aiti-12683	55	13	egypt	egypt	PROPN
aiti-12683	55	14	)	)	PUNCT
aiti-12683	55	15	was	be	AUX
aiti-12683	55	16	used	use	VERB
aiti-12683	55	17	with	with	ADP
aiti-12683	55	18	a	a	DET
aiti-12683	55	19	cubist	cubist	ADJ
aiti-12683	55	20	model	model	NOUN
aiti-12683	55	21	,	,	PUNCT
aiti-12683	55	22	sg	sg	PROPN
aiti-12683	55	23	and	and	CCONJ
aiti-12683	55	24	second	second	ADJ
aiti-12683	55	25	order	order	NOUN
aiti-12683	55	26	polynomial	polynomial	ADJ
aiti-12683	55	27	,	,	PUNCT
aiti-12683	55	28	and	and	CCONJ
aiti-12683	55	29	snv	snv	PROPN
aiti-12683	55	30	pretreatment	pretreatment	NOUN
aiti-12683	55	31	,	,	PUNCT
aiti-12683	55	32	but	but	CCONJ
aiti-12683	55	33	the	the	DET
aiti-12683	55	34	r2	r2	PROPN
aiti-12683	55	35	value	value	NOUN
aiti-12683	55	36	was	be	AUX
aiti-12683	55	37	merely	merely	ADV
aiti-12683	55	38	0.47	0.47	NUM
aiti-12683	55	39	.	.	PUNCT
aiti-12683	56	1	it	it	PRON
aiti-12683	56	2	is	be	AUX
aiti-12683	56	3	noteworthy	noteworthy	ADJ
aiti-12683	56	4	that	that	SCONJ
aiti-12683	56	5	phosphorus	phosphorus	NOUN
aiti-12683	56	6	is	be	AUX
aiti-12683	56	7	considered	consider	VERB
aiti-12683	56	8	one	one	NUM
aiti-12683	56	9	of	of	ADP
aiti-12683	56	10	the	the	DET
aiti-12683	56	11	most	most	ADV
aiti-12683	56	12	challenging	challenging	ADJ
aiti-12683	56	13	nutrients	nutrient	NOUN
aiti-12683	56	14	to	to	PART
aiti-12683	56	15	predict	predict	VERB
aiti-12683	56	16	using	use	VERB
aiti-12683	56	17	nir	nir	ADJ
aiti-12683	56	18	spectroscopy	spectroscopy	NOUN
aiti-12683	56	19	,	,	PUNCT
aiti-12683	56	20	as	as	SCONJ
aiti-12683	56	21	it	it	PRON
aiti-12683	56	22	presents	present	VERB
aiti-12683	56	23	in	in	ADP
aiti-12683	56	24	soil	soil	NOUN
aiti-12683	56	25	at	at	ADP
aiti-12683	56	26	low	low	ADJ
aiti-12683	56	27	concentrations	concentration	NOUN
aiti-12683	56	28	and	and	CCONJ
aiti-12683	56	29	is	be	AUX
aiti-12683	56	30	highly	highly	ADV
aiti-12683	56	31	reactive	reactive	ADJ
aiti-12683	56	32	with	with	ADP
aiti-12683	56	33	other	other	ADJ
aiti-12683	56	34	soil	soil	NOUN
aiti-12683	56	35	minerals	mineral	NOUN
aiti-12683	56	36	.	.	PUNCT
aiti-12683	57	1	thus	thus	ADV
aiti-12683	57	2	,	,	PUNCT
aiti-12683	57	3	more	more	ADJ
aiti-12683	57	4	research	research	NOUN
aiti-12683	57	5	is	be	AUX
aiti-12683	57	6	needed	need	VERB
aiti-12683	57	7	to	to	PART
aiti-12683	57	8	improve	improve	VERB
aiti-12683	57	9	the	the	DET
aiti-12683	57	10	accuracy	accuracy	NOUN
aiti-12683	57	11	of	of	ADP
aiti-12683	57	12	phosphorus	phosphorus	NOUN
aiti-12683	57	13	estimation	estimation	NOUN
aiti-12683	57	14	using	use	VERB
aiti-12683	57	15	nir	nir	ADJ
aiti-12683	57	16	spectroscopy	spectroscopy	NOUN
aiti-12683	57	17	[	[	X
aiti-12683	57	18	16	16	NUM
aiti-12683	57	19	]	]	PUNCT
aiti-12683	57	20	.	.	PUNCT
aiti-12683	58	1	advances	advance	NOUN
aiti-12683	58	2	in	in	ADP
aiti-12683	58	3	technology	technology	NOUN
aiti-12683	58	4	innovation	innovation	NOUN
aiti-12683	58	5	,	,	PUNCT
aiti-12683	58	6	vol	vol	NOUN
aiti-12683	58	7	.	.	PROPN
aiti-12683	59	1	9	9	NUM
aiti-12683	59	2	,	,	PUNCT
aiti-12683	59	3	no	no	INTJ
aiti-12683	59	4	.	.	NOUN
aiti-12683	59	5	1	1	NUM
aiti-12683	59	6	,	,	PUNCT
aiti-12683	59	7	2024	2024	NUM
aiti-12683	59	8	,	,	PUNCT
aiti-12683	59	9	pp	pp	ADJ
aiti-12683	59	10	.	.	PUNCT
aiti-12683	60	1	50	50	NUM
aiti-12683	60	2	-	-	SYM
aiti-12683	60	3	64	64	NUM
aiti-12683	60	4	52	52	NUM
aiti-12683	60	5	for	for	ADP
aiti-12683	60	6	potassium	potassium	NOUN
aiti-12683	60	7	,	,	PUNCT
aiti-12683	60	8	munawar	munawar	NOUN
aiti-12683	60	9	et	et	PROPN
aiti-12683	60	10	al	al	PROPN
aiti-12683	60	11	.	.	PUNCT
aiti-12683	61	1	[	[	X
aiti-12683	61	2	12	12	NUM
aiti-12683	61	3	]	]	PUNCT
aiti-12683	61	4	also	also	ADV
aiti-12683	61	5	used	use	VERB
aiti-12683	61	6	a	a	DET
aiti-12683	61	7	benchtop	benchtop	NOUN
aiti-12683	61	8	nir	nir	ADJ
aiti-12683	61	9	instrument	instrument	NOUN
aiti-12683	61	10	thermo	thermo	NOUN
aiti-12683	61	11	nicolet	nicolet	PROPN
aiti-12683	61	12	antaris	antaris	PROPN
aiti-12683	61	13	ii	ii	PROPN
aiti-12683	61	14	(	(	PUNCT
aiti-12683	61	15	thermo	thermo	PROPN
aiti-12683	61	16	fisher	fisher	PROPN
aiti-12683	61	17	scientific	scientific	PROPN
aiti-12683	61	18	inc	inc	PROPN
aiti-12683	61	19	,	,	PUNCT
aiti-12683	61	20	waltham	waltham	PROPN
aiti-12683	61	21	,	,	PUNCT
aiti-12683	61	22	usa	usa	PROPN
aiti-12683	61	23	)	)	PUNCT
aiti-12683	61	24	with	with	ADP
aiti-12683	61	25	pcr	pcr	NOUN
aiti-12683	61	26	and	and	CCONJ
aiti-12683	61	27	pls	pls	VERB
aiti-12683	61	28	multivariate	multivariate	NOUN
aiti-12683	61	29	methods	method	NOUN
aiti-12683	61	30	to	to	PART
aiti-12683	61	31	achieve	achieve	VERB
aiti-12683	61	32	r2	r2	NOUN
aiti-12683	61	33	values	value	NOUN
aiti-12683	61	34	of	of	ADP
aiti-12683	61	35	0.88	0.88	NUM
aiti-12683	61	36	and	and	CCONJ
aiti-12683	61	37	0.90	0.90	NUM
aiti-12683	61	38	,	,	PUNCT
aiti-12683	61	39	respectively	respectively	ADV
aiti-12683	61	40	,	,	PUNCT
aiti-12683	61	41	with	with	ADP
aiti-12683	61	42	rpd	rpd	PROPN
aiti-12683	61	43	values	value	NOUN
aiti-12683	61	44	of	of	ADP
aiti-12683	61	45	2.04	2.04	NUM
aiti-12683	61	46	and	and	CCONJ
aiti-12683	61	47	2.68	2.68	NUM
aiti-12683	61	48	.	.	PUNCT
aiti-12683	62	1	tang	tang	PROPN
aiti-12683	62	2	et	et	PROPN
aiti-12683	62	3	al	al	PROPN
aiti-12683	62	4	.	.	PUNCT
aiti-12683	63	1	[	[	X
aiti-12683	63	2	19	19	NUM
aiti-12683	63	3	]	]	PUNCT
aiti-12683	63	4	employed	employ	VERB
aiti-12683	63	5	the	the	DET
aiti-12683	63	6	asd	asd	PROPN
aiti-12683	63	7	agrispec	agrispec	PROPN
aiti-12683	63	8	spectrometer	spectrometer	NOUN
aiti-12683	63	9	(	(	PUNCT
aiti-12683	63	10	malvern	malvern	PROPN
aiti-12683	63	11	panalytical	panalytical	PROPN
aiti-12683	63	12	inc	inc	PROPN
aiti-12683	63	13	.	.	PROPN
aiti-12683	63	14	boulder	boulder	PROPN
aiti-12683	63	15	,	,	PUNCT
aiti-12683	63	16	colorado	colorado	PROPN
aiti-12683	63	17	,	,	PUNCT
aiti-12683	63	18	usa	usa	PROPN
aiti-12683	63	19	)	)	PUNCT
aiti-12683	63	20	range	range	NOUN
aiti-12683	63	21	(	(	PUNCT
aiti-12683	63	22	350	350	NUM
aiti-12683	63	23	-	-	SYM
aiti-12683	63	24	2500	2500	NUM
aiti-12683	63	25	nm	nm	NOUN
aiti-12683	63	26	)	)	PUNCT
aiti-12683	63	27	with	with	ADP
aiti-12683	63	28	a	a	DET
aiti-12683	63	29	cubist	cubist	ADJ
aiti-12683	63	30	model	model	NOUN
aiti-12683	63	31	,	,	PUNCT
aiti-12683	63	32	sg	sg	PROPN
aiti-12683	63	33	,	,	PUNCT
aiti-12683	63	34	and	and	CCONJ
aiti-12683	63	35	second	second	ADJ
aiti-12683	63	36	-	-	PUNCT
aiti-12683	63	37	order	order	NOUN
aiti-12683	63	38	polynomial	polynomial	NOUN
aiti-12683	63	39	with	with	ADP
aiti-12683	63	40	392	392	NUM
aiti-12683	63	41	samples	sample	NOUN
aiti-12683	63	42	,	,	PUNCT
aiti-12683	63	43	but	but	CCONJ
aiti-12683	63	44	the	the	DET
aiti-12683	63	45	r2	r2	PROPN
aiti-12683	63	46	value	value	NOUN
aiti-12683	63	47	merely	merely	ADV
aiti-12683	63	48	reached	reach	VERB
aiti-12683	63	49	0.36	0.36	NUM
aiti-12683	63	50	.	.	PUNCT
aiti-12683	64	1	tang	tang	PROPN
aiti-12683	64	2	et	et	PROPN
aiti-12683	64	3	al	al	PROPN
aiti-12683	64	4	.	.	PUNCT
aiti-12683	65	1	[	[	X
aiti-12683	65	2	19	19	NUM
aiti-12683	65	3	]	]	PUNCT
aiti-12683	65	4	also	also	ADV
aiti-12683	65	5	tried	try	VERB
aiti-12683	65	6	using	use	VERB
aiti-12683	65	7	other	other	ADJ
aiti-12683	65	8	spectrometers	spectrometer	NOUN
aiti-12683	65	9	,	,	PUNCT
aiti-12683	65	10	such	such	ADJ
aiti-12683	65	11	as	as	ADP
aiti-12683	65	12	the	the	DET
aiti-12683	65	13	malvern	malvern	PROPN
aiti-12683	65	14	panalytical	panalytical	PROPN
aiti-12683	65	15	inc	inc	PROPN
aiti-12683	65	16	.	.	PROPN
aiti-12683	65	17	boulder	boulder	PROPN
aiti-12683	65	18	(	(	PUNCT
aiti-12683	65	19	spectral	spectral	PROPN
aiti-12683	65	20	evolution	evolution	PROPN
aiti-12683	65	21	inc	inc	PROPN
aiti-12683	65	22	.	.	PROPN
aiti-12683	65	23	lawrence	lawrence	PROPN
aiti-12683	65	24	,	,	PUNCT
aiti-12683	65	25	ma	ma	PROPN
aiti-12683	65	26	,	,	PUNCT
aiti-12683	65	27	usa	usa	PROPN
aiti-12683	65	28	)	)	PUNCT
aiti-12683	65	29	range	range	NOUN
aiti-12683	65	30	(	(	PUNCT
aiti-12683	65	31	350	350	NUM
aiti-12683	65	32	-	-	SYM
aiti-12683	65	33	3500	3500	NUM
aiti-12683	65	34	nm	nm	NOUN
aiti-12683	65	35	)	)	PUNCT
aiti-12683	65	36	,	,	PUNCT
aiti-12683	65	37	the	the	DET
aiti-12683	65	38	neospectra	neospectra	PROPN
aiti-12683	65	39	module	module	NOUN
aiti-12683	65	40	sws62221	sws62221	NOUN
aiti-12683	65	41	(	(	PUNCT
aiti-12683	65	42	si	si	ADJ
aiti-12683	65	43	-	-	PUNCT
aiti-12683	65	44	ware	ware	NOUN
aiti-12683	65	45	systems	system	NOUN
aiti-12683	65	46	,	,	PUNCT
aiti-12683	65	47	cairo	cairo	PROPN
aiti-12683	65	48	)	)	PUNCT
aiti-12683	65	49	range	range	NOUN
aiti-12683	65	50	(	(	PUNCT
aiti-12683	65	51	1250	1250	NUM
aiti-12683	65	52	-	-	SYM
aiti-12683	65	53	2500	2500	NUM
aiti-12683	65	54	nm	nm	NOUN
aiti-12683	65	55	)	)	PUNCT
aiti-12683	65	56	,	,	PUNCT
aiti-12683	65	57	and	and	CCONJ
aiti-12683	65	58	the	the	DET
aiti-12683	65	59	nirvascan	nirvascan	ADJ
aiti-12683	65	60	asp	asp	PROPN
aiti-12683	65	61	-	-	PUNCT
aiti-12683	65	62	nir-350m	nir-350m	NOUN
aiti-12683	65	63	-	-	PUNCT
aiti-12683	65	64	reflect	reflect	NOUN
aiti-12683	65	65	(	(	PUNCT
aiti-12683	65	66	allied	ally	VERB
aiti-12683	65	67	scientific	scientific	ADJ
aiti-12683	65	68	pro	pro	NOUN
aiti-12683	65	69	.	.	PROPN
aiti-12683	65	70	,	,	PUNCT
aiti-12683	65	71	quebec	quebec	PROPN
aiti-12683	65	72	,	,	PUNCT
aiti-12683	65	73	canada	canada	PROPN
aiti-12683	65	74	)	)	PUNCT
aiti-12683	65	75	range	range	NOUN
aiti-12683	65	76	(	(	PUNCT
aiti-12683	65	77	900	900	NUM
aiti-12683	65	78	-	-	SYM
aiti-12683	65	79	1700	1700	NUM
aiti-12683	65	80	nm	nm	NOUN
aiti-12683	65	81	)	)	PUNCT
aiti-12683	65	82	,	,	PUNCT
aiti-12683	65	83	but	but	CCONJ
aiti-12683	65	84	the	the	DET
aiti-12683	65	85	r2	r2	PROPN
aiti-12683	65	86	values	value	NOUN
aiti-12683	65	87	were	be	AUX
aiti-12683	65	88	all	all	ADV
aiti-12683	65	89	lower	low	ADJ
aiti-12683	65	90	than	than	ADP
aiti-12683	65	91	0.40	0.40	NUM
aiti-12683	65	92	.	.	PUNCT
aiti-12683	66	1	most	most	ADJ
aiti-12683	66	2	of	of	ADP
aiti-12683	66	3	these	these	DET
aiti-12683	66	4	studies	study	NOUN
aiti-12683	66	5	use	use	VERB
aiti-12683	66	6	various	various	ADJ
aiti-12683	66	7	mathematical	mathematical	ADJ
aiti-12683	66	8	models	model	NOUN
aiti-12683	66	9	such	such	ADJ
aiti-12683	66	10	as	as	ADP
aiti-12683	66	11	pls	pls	PROPN
aiti-12683	66	12	,	,	PUNCT
aiti-12683	66	13	artificial	artificial	ADJ
aiti-12683	66	14	neural	neural	ADJ
aiti-12683	66	15	networks	network	NOUN
aiti-12683	66	16	,	,	PUNCT
aiti-12683	66	17	and	and	CCONJ
aiti-12683	66	18	machine	machine	NOUN
aiti-12683	66	19	learning	learning	NOUN
aiti-12683	66	20	,	,	PUNCT
aiti-12683	66	21	where	where	SCONJ
aiti-12683	66	22	the	the	DET
aiti-12683	66	23	wavelengths	wavelength	NOUN
aiti-12683	66	24	used	use	VERB
aiti-12683	66	25	have	have	VERB
aiti-12683	66	26	a	a	DET
aiti-12683	66	27	wide	wide	ADJ
aiti-12683	66	28	range	range	NOUN
aiti-12683	66	29	between	between	ADP
aiti-12683	66	30	400	400	NUM
aiti-12683	66	31	to	to	ADP
aiti-12683	66	32	2498	2498	NUM
aiti-12683	66	33	nm	nm	NOUN
aiti-12683	67	1	[	[	X
aiti-12683	67	2	20	20	NUM
aiti-12683	67	3	]	]	PUNCT
aiti-12683	67	4	,	,	PUNCT
aiti-12683	67	5	900	900	NUM
aiti-12683	67	6	-	-	SYM
aiti-12683	67	7	1700	1700	NUM
aiti-12683	67	8	nm	nm	NOUN
aiti-12683	67	9	[	[	X
aiti-12683	67	10	21	21	NUM
aiti-12683	67	11	]	]	X
aiti-12683	67	12	,	,	PUNCT
aiti-12683	67	13	350	350	NUM
aiti-12683	67	14	-	-	SYM
aiti-12683	67	15	2500	2500	NUM
aiti-12683	67	16	nm	nm	NOUN
aiti-12683	68	1	[	[	X
aiti-12683	68	2	22	22	NUM
aiti-12683	68	3	]	]	PUNCT
aiti-12683	68	4	,	,	PUNCT
aiti-12683	68	5	and	and	CCONJ
aiti-12683	68	6	3502500	3502500	NUM
aiti-12683	68	7	nm	nm	NOUN
aiti-12683	68	8	[	[	X
aiti-12683	68	9	23	23	NUM
aiti-12683	68	10	]	]	PUNCT
aiti-12683	68	11	,	,	PUNCT
aiti-12683	68	12	for	for	ADP
aiti-12683	68	13	instance	instance	NOUN
aiti-12683	68	14	.	.	PUNCT
aiti-12683	69	1	mlr	mlr	NOUN
aiti-12683	69	2	is	be	AUX
aiti-12683	69	3	rarely	rarely	ADV
aiti-12683	69	4	used	use	VERB
aiti-12683	69	5	in	in	ADP
aiti-12683	69	6	nir	nir	ADJ
aiti-12683	69	7	spectroscopic	spectroscopic	ADJ
aiti-12683	69	8	prediction	prediction	NOUN
aiti-12683	69	9	models	model	NOUN
aiti-12683	69	10	,	,	PUNCT
aiti-12683	69	11	whereas	whereas	SCONJ
aiti-12683	69	12	mlr	mlr	NOUN
aiti-12683	69	13	has	have	VERB
aiti-12683	69	14	some	some	DET
aiti-12683	69	15	virtues	virtue	NOUN
aiti-12683	69	16	.	.	PUNCT
aiti-12683	70	1	one	one	NUM
aiti-12683	70	2	of	of	ADP
aiti-12683	70	3	the	the	DET
aiti-12683	70	4	typical	typical	ADJ
aiti-12683	70	5	virtues	virtue	NOUN
aiti-12683	70	6	is	be	AUX
aiti-12683	70	7	providing	provide	VERB
aiti-12683	70	8	simple	simple	ADJ
aiti-12683	70	9	interpretation	interpretation	NOUN
aiti-12683	70	10	where	where	SCONJ
aiti-12683	70	11	regression	regression	NOUN
aiti-12683	70	12	coefficients	coefficient	NOUN
aiti-12683	70	13	in	in	ADP
aiti-12683	70	14	mlr	mlr	NOUN
aiti-12683	70	15	models	model	NOUN
aiti-12683	70	16	represent	represent	VERB
aiti-12683	70	17	the	the	DET
aiti-12683	70	18	relative	relative	ADJ
aiti-12683	70	19	contribution	contribution	NOUN
aiti-12683	70	20	of	of	ADP
aiti-12683	70	21	each	each	DET
aiti-12683	70	22	independent	independent	ADJ
aiti-12683	70	23	variable	variable	NOUN
aiti-12683	70	24	to	to	ADP
aiti-12683	70	25	the	the	DET
aiti-12683	70	26	dependent	dependent	ADJ
aiti-12683	70	27	variable	variable	NOUN
aiti-12683	71	1	[	[	X
aiti-12683	71	2	24	24	NUM
aiti-12683	71	3	]	]	PUNCT
aiti-12683	71	4	.	.	PUNCT
aiti-12683	72	1	mlr	mlr	PROPN
aiti-12683	72	2	is	be	AUX
aiti-12683	72	3	a	a	DET
aiti-12683	72	4	relatively	relatively	ADV
aiti-12683	72	5	computationally	computationally	ADV
aiti-12683	72	6	simple	simple	ADJ
aiti-12683	72	7	model	model	NOUN
aiti-12683	72	8	compared	compare	VERB
aiti-12683	72	9	to	to	ADP
aiti-12683	72	10	more	more	ADJ
aiti-12683	72	11	complex	complex	ADJ
aiti-12683	72	12	models	model	NOUN
aiti-12683	72	13	like	like	ADP
aiti-12683	72	14	neural	neural	ADJ
aiti-12683	72	15	networks	network	NOUN
aiti-12683	72	16	or	or	CCONJ
aiti-12683	72	17	deep	deep	ADJ
aiti-12683	72	18	learning	learning	NOUN
aiti-12683	72	19	,	,	PUNCT
aiti-12683	72	20	enhancing	enhance	VERB
aiti-12683	72	21	the	the	DET
aiti-12683	72	22	efficiency	efficiency	NOUN
aiti-12683	72	23	to	to	PART
aiti-12683	72	24	implement	implement	VERB
aiti-12683	72	25	in	in	ADP
aiti-12683	72	26	limited	limited	ADJ
aiti-12683	72	27	computational	computational	ADJ
aiti-12683	72	28	resources	resource	NOUN
aiti-12683	72	29	.	.	PUNCT
aiti-12683	73	1	therefore	therefore	ADV
aiti-12683	73	2	,	,	PUNCT
aiti-12683	73	3	in	in	ADP
aiti-12683	73	4	this	this	DET
aiti-12683	73	5	research	research	NOUN
aiti-12683	73	6	,	,	PUNCT
aiti-12683	73	7	the	the	DET
aiti-12683	73	8	mlr	mlr	NOUN
aiti-12683	73	9	method	method	NOUN
aiti-12683	73	10	was	be	AUX
aiti-12683	73	11	assessed	assess	VERB
aiti-12683	73	12	to	to	PART
aiti-12683	73	13	estimate	estimate	VERB
aiti-12683	73	14	macronutrients	macronutrient	NOUN
aiti-12683	73	15	based	base	VERB
aiti-12683	73	16	on	on	ADP
aiti-12683	73	17	nir	nir	ADJ
aiti-12683	73	18	spectroscopy	spectroscopy	NOUN
aiti-12683	73	19	and	and	CCONJ
aiti-12683	73	20	compared	compare	VERB
aiti-12683	73	21	with	with	ADP
aiti-12683	73	22	commonly	commonly	ADV
aiti-12683	73	23	used	use	VERB
aiti-12683	73	24	models	model	NOUN
aiti-12683	73	25	such	such	ADJ
aiti-12683	73	26	as	as	ADP
aiti-12683	73	27	pls	pls	NOUN
aiti-12683	73	28	and	and	CCONJ
aiti-12683	73	29	pcr	pcr	PROPN
aiti-12683	73	30	.	.	PUNCT
aiti-12683	74	1	2	2	X
aiti-12683	74	2	.	.	X
aiti-12683	74	3	methodology	methodology	NOUN
aiti-12683	74	4	the	the	DET
aiti-12683	74	5	implementation	implementation	NOUN
aiti-12683	74	6	of	of	ADP
aiti-12683	74	7	the	the	DET
aiti-12683	74	8	research	research	NOUN
aiti-12683	74	9	commences	commence	VERB
aiti-12683	74	10	with	with	ADP
aiti-12683	74	11	soil	soil	NOUN
aiti-12683	74	12	sampling	sampling	NOUN
aiti-12683	74	13	,	,	PUNCT
aiti-12683	74	14	followed	follow	VERB
aiti-12683	74	15	by	by	ADP
aiti-12683	74	16	the	the	DET
aiti-12683	74	17	collection	collection	NOUN
aiti-12683	74	18	of	of	ADP
aiti-12683	74	19	nir	nir	ADJ
aiti-12683	74	20	data	datum	NOUN
aiti-12683	74	21	in	in	ADP
aiti-12683	74	22	the	the	DET
aiti-12683	74	23	form	form	NOUN
aiti-12683	74	24	of	of	ADP
aiti-12683	74	25	reflectance	reflectance	NOUN
aiti-12683	74	26	spectra	spectra	NOUN
aiti-12683	74	27	and	and	CCONJ
aiti-12683	74	28	conventional	conventional	ADJ
aiti-12683	74	29	macro	macro	ADJ
aiti-12683	74	30	-	-	NOUN
aiti-12683	74	31	nutrient	nutrient	ADJ
aiti-12683	74	32	soil	soil	NOUN
aiti-12683	74	33	data	datum	NOUN
aiti-12683	74	34	.	.	PUNCT
aiti-12683	75	1	subsequently	subsequently	ADV
aiti-12683	75	2	,	,	PUNCT
aiti-12683	75	3	data	datum	NOUN
aiti-12683	75	4	pretreatment	pretreatment	NOUN
aiti-12683	75	5	was	be	AUX
aiti-12683	75	6	conducted	conduct	VERB
aiti-12683	75	7	on	on	ADP
aiti-12683	75	8	the	the	DET
aiti-12683	75	9	reflectance	reflectance	NOUN
aiti-12683	75	10	spectra	spectra	NOUN
aiti-12683	75	11	.	.	PUNCT
aiti-12683	76	1	the	the	DET
aiti-12683	76	2	following	follow	VERB
aiti-12683	76	3	steps	step	NOUN
aiti-12683	76	4	involve	involve	VERB
aiti-12683	76	5	the	the	DET
aiti-12683	76	6	development	development	NOUN
aiti-12683	76	7	of	of	ADP
aiti-12683	76	8	mlr	mlr	PROPN
aiti-12683	76	9	,	,	PUNCT
aiti-12683	76	10	pls	pls	INTJ
aiti-12683	76	11	,	,	PUNCT
aiti-12683	76	12	and	and	CCONJ
aiti-12683	76	13	pcr	pcr	NOUN
aiti-12683	76	14	models	model	NOUN
aiti-12683	76	15	through	through	ADP
aiti-12683	76	16	calibration	calibration	NOUN
aiti-12683	76	17	between	between	ADP
aiti-12683	76	18	nir	nir	ADJ
aiti-12683	76	19	spectra	spectra	NOUN
aiti-12683	76	20	and	and	CCONJ
aiti-12683	76	21	conventional	conventional	ADJ
aiti-12683	76	22	soil	soil	NOUN
aiti-12683	76	23	macro	macro	NOUN
aiti-12683	76	24	-	-	NOUN
aiti-12683	76	25	nutrient	nutrient	ADJ
aiti-12683	76	26	data	datum	NOUN
aiti-12683	76	27	.	.	PUNCT
aiti-12683	77	1	once	once	SCONJ
aiti-12683	77	2	the	the	DET
aiti-12683	77	3	models	model	NOUN
aiti-12683	77	4	were	be	AUX
aiti-12683	77	5	constructed	construct	VERB
aiti-12683	77	6	,	,	PUNCT
aiti-12683	77	7	performance	performance	NOUN
aiti-12683	77	8	testing	testing	NOUN
aiti-12683	77	9	was	be	AUX
aiti-12683	77	10	carried	carry	VERB
aiti-12683	77	11	out	out	ADP
aiti-12683	77	12	to	to	PART
aiti-12683	77	13	verify	verify	VERB
aiti-12683	77	14	the	the	DET
aiti-12683	77	15	effectiveness	effectiveness	NOUN
aiti-12683	77	16	and	and	CCONJ
aiti-12683	77	17	reliability	reliability	NOUN
aiti-12683	77	18	of	of	ADP
aiti-12683	77	19	the	the	DET
aiti-12683	77	20	developed	develop	VERB
aiti-12683	77	21	models	model	NOUN
aiti-12683	77	22	in	in	ADP
aiti-12683	77	23	soil	soil	NOUN
aiti-12683	77	24	analysis	analysis	NOUN
aiti-12683	77	25	.	.	PUNCT
aiti-12683	78	1	2.1	2.1	NUM
aiti-12683	78	2	.	.	PUNCT
aiti-12683	79	1	soil	soil	NOUN
aiti-12683	79	2	sample	sample	NOUN
aiti-12683	79	3	collection	collection	NOUN
aiti-12683	79	4	table	table	NOUN
aiti-12683	79	5	1	1	NUM
aiti-12683	79	6	soil	soil	NOUN
aiti-12683	79	7	type	type	NOUN
aiti-12683	79	8	and	and	CCONJ
aiti-12683	79	9	parent	parent	NOUN
aiti-12683	79	10	material	material	NOUN
aiti-12683	79	11	at	at	ADP
aiti-12683	79	12	the	the	DET
aiti-12683	79	13	sampling	sample	VERB
aiti-12683	79	14	location	location	NOUN
aiti-12683	79	15	in	in	ADP
aiti-12683	79	16	west	west	PROPN
aiti-12683	79	17	java	java	PROPN
aiti-12683	79	18	province	province	PROPN
aiti-12683	79	19	districts	district	VERB
aiti-12683	79	20	sub	sub	ADJ
aiti-12683	79	21	-	-	ADJ
aiti-12683	79	22	districts	district	NOUN
aiti-12683	79	23	number	number	NOUN
aiti-12683	79	24	of	of	ADP
aiti-12683	79	25	samples	sample	NOUN
aiti-12683	79	26	dominant	dominant	ADJ
aiti-12683	79	27	soil	soil	NOUN
aiti-12683	79	28	type	type	NOUN
aiti-12683	79	29	parent	parent	NOUN
aiti-12683	79	30	material	material	NOUN
aiti-12683	79	31	bogor	bogor	NOUN
aiti-12683	79	32	jasinga	jasinga	PROPN
aiti-12683	79	33	7	7	NUM
aiti-12683	79	34	gleisol	gleisol	ADJ
aiti-12683	79	35	district	district	NOUN
aiti-12683	79	36	,	,	PUNCT
aiti-12683	79	37	cambisol	cambisol	ADJ
aiti-12683	79	38	gleik	gleik	NOUN
aiti-12683	79	39	clay	clay	NOUN
aiti-12683	79	40	deposits	deposit	NOUN
aiti-12683	79	41	ciampea	ciampea	VERB
aiti-12683	79	42	6	6	NUM
aiti-12683	79	43	regosol	regosol	NOUN
aiti-12683	79	44	district	district	NOUN
aiti-12683	79	45	,	,	PUNCT
aiti-12683	79	46	latosol	latosol	PROPN
aiti-12683	79	47	haplik	haplik	PROPN
aiti-12683	79	48	andesit	andesit	PROPN
aiti-12683	79	49	,	,	PUNCT
aiti-12683	79	50	basalt	basalt	NOUN
aiti-12683	79	51	leuwiliang	leuwiliang	PROPN
aiti-12683	79	52	7	7	NUM
aiti-12683	79	53	gleisol	gleisol	ADJ
aiti-12683	79	54	distrik	distrik	NOUN
aiti-12683	79	55	,	,	PUNCT
aiti-12683	79	56	cambisol	cambisol	ADJ
aiti-12683	79	57	distrik	distrik	PROPN
aiti-12683	79	58	clay	clay	NOUN
aiti-12683	79	59	deposits	deposit	NOUN
aiti-12683	79	60	tenjolaya	tenjolaya	NOUN
aiti-12683	79	61	4	4	NUM
aiti-12683	79	62	district	district	NOUN
aiti-12683	79	63	regosol	regosol	NOUN
aiti-12683	79	64	,	,	PUNCT
aiti-12683	79	65	latosol	latosol	PROPN
aiti-12683	79	66	haplik	haplik	PROPN
aiti-12683	79	67	andesite	andesite	PROPN
aiti-12683	79	68	,	,	PUNCT
aiti-12683	79	69	basalt	basalt	NOUN
aiti-12683	79	70	cihoe	cihoe	NOUN
aiti-12683	79	71	6	6	NUM
aiti-12683	79	72	latosol	latosol	PROPN
aiti-12683	79	73	haplik	haplik	NOUN
aiti-12683	79	74	,	,	PUNCT
aiti-12683	79	75	podsolik	podsolik	VERB
aiti-12683	79	76	haplik	haplik	NOUN
aiti-12683	79	77	clay	clay	NOUN
aiti-12683	79	78	deposits	deposit	NOUN
aiti-12683	80	1	ciseeng	ciseeng	NOUN
aiti-12683	80	2	7	7	NUM
aiti-12683	80	3	gleisol	gleisol	ADJ
aiti-12683	80	4	district	district	NOUN
aiti-12683	80	5	,	,	PUNCT
aiti-12683	80	6	cambisol	cambisol	ADJ
aiti-12683	80	7	district	district	NOUN
aiti-12683	80	8	clay	clay	NOUN
aiti-12683	80	9	deposits	deposit	NOUN
aiti-12683	80	10	rumpin	rumpin	VERB
aiti-12683	80	11	7	7	NUM
aiti-12683	80	12	latosol	latosol	PROPN
aiti-12683	80	13	haplik	haplik	PROPN
aiti-12683	80	14	,	,	PUNCT
aiti-12683	80	15	podsolik	podsolik	VERB
aiti-12683	80	16	haplik	haplik	NOUN
aiti-12683	80	17	clay	clay	NOUN
aiti-12683	80	18	deposits	deposit	NOUN
aiti-12683	80	19	sukabumi	sukabumi	NOUN
aiti-12683	80	20	cikembar	cikembar	NOUN
aiti-12683	80	21	7	7	NUM
aiti-12683	80	22	cambisol	cambisol	NOUN
aiti-12683	80	23	district	district	NOUN
aiti-12683	80	24	,	,	PUNCT
aiti-12683	80	25	andosol	andosol	ADJ
aiti-12683	80	26	district	district	NOUN
aiti-12683	80	27	andesit	andesit	NOUN
aiti-12683	80	28	warungkiara	warungkiara	PROPN
aiti-12683	80	29	7	7	NUM
aiti-12683	80	30	latosol	latosol	PROPN
aiti-12683	80	31	haplik	haplik	PROPN
aiti-12683	80	32	,	,	PUNCT
aiti-12683	80	33	district	district	NOUN
aiti-12683	80	34	andosol	andosol	NOUN
aiti-12683	80	35	andesit	andesit	NOUN
aiti-12683	80	36	,	,	PUNCT
aiti-12683	80	37	basalt	basalt	NOUN
aiti-12683	80	38	indramayu	indramayu	PROPN
aiti-12683	80	39	patrol	patrol	PROPN
aiti-12683	80	40	7	7	NUM
aiti-12683	80	41	gleisol	gleisol	ADJ
aiti-12683	80	42	eutrik	eutrik	NOUN
aiti-12683	80	43	clay	clay	NOUN
aiti-12683	80	44	deposits	deposit	NOUN
aiti-12683	80	45	anjatan	anjatan	PROPN
aiti-12683	80	46	7	7	NUM
aiti-12683	80	47	gleisol	gleisol	PROPN
aiti-12683	80	48	eutrik	eutrik	NOUN
aiti-12683	80	49	,	,	PUNCT
aiti-12683	80	50	gleisol	gleisol	ADJ
aiti-12683	80	51	vertik	vertik	NOUN
aiti-12683	80	52	clay	clay	NOUN
aiti-12683	80	53	deposits	deposit	NOUN
aiti-12683	80	54	subang	subang	PROPN
aiti-12683	80	55	pamanukan	pamanukan	PROPN
aiti-12683	80	56	7	7	NUM
aiti-12683	80	57	gleisol	gleisol	ADJ
aiti-12683	80	58	eutrik	eutrik	NOUN
aiti-12683	80	59	,	,	PUNCT
aiti-12683	80	60	gleisol	gleisol	ADJ
aiti-12683	80	61	fluvik	fluvik	NOUN
aiti-12683	80	62	clay	clay	NOUN
aiti-12683	80	63	deposits	deposit	NOUN
aiti-12683	80	64	source	source	NOUN
aiti-12683	80	65	:	:	PUNCT
aiti-12683	80	66	soil	soil	NOUN
aiti-12683	80	67	type	type	NOUN
aiti-12683	80	68	based	base	VERB
aiti-12683	80	69	on	on	ADP
aiti-12683	80	70	the	the	DET
aiti-12683	80	71	national	national	ADJ
aiti-12683	80	72	soil	soil	NOUN
aiti-12683	80	73	classification	classification	NOUN
aiti-12683	80	74	of	of	ADP
aiti-12683	80	75	indonesia	indonesia	PROPN
aiti-12683	80	76	[	[	X
aiti-12683	80	77	25	25	NUM
aiti-12683	80	78	-	-	SYM
aiti-12683	80	79	28	28	NUM
aiti-12683	80	80	]	]	PUNCT
aiti-12683	80	81	.	.	PUNCT
aiti-12683	81	1	a	a	DET
aiti-12683	81	2	total	total	NOUN
aiti-12683	81	3	of	of	ADP
aiti-12683	81	4	79	79	NUM
aiti-12683	81	5	samples	sample	NOUN
aiti-12683	81	6	of	of	ADP
aiti-12683	81	7	paddy	paddy	NOUN
aiti-12683	81	8	soil	soil	NOUN
aiti-12683	81	9	(	(	PUNCT
aiti-12683	81	10	500	500	NUM
aiti-12683	81	11	g	g	NOUN
aiti-12683	81	12	each	each	PRON
aiti-12683	81	13	)	)	PUNCT
aiti-12683	81	14	at	at	ADP
aiti-12683	81	15	a	a	DET
aiti-12683	81	16	depth	depth	NOUN
aiti-12683	81	17	of	of	ADP
aiti-12683	81	18	0	0	NUM
aiti-12683	81	19	-	-	SYM
aiti-12683	81	20	20	20	NUM
aiti-12683	81	21	cm	cm	NOUN
aiti-12683	81	22	were	be	AUX
aiti-12683	81	23	employed	employ	VERB
aiti-12683	81	24	in	in	ADP
aiti-12683	81	25	this	this	DET
aiti-12683	81	26	study	study	NOUN
aiti-12683	81	27	.	.	PUNCT
aiti-12683	82	1	the	the	DET
aiti-12683	82	2	samples	sample	NOUN
aiti-12683	82	3	in	in	ADP
aiti-12683	82	4	this	this	DET
aiti-12683	82	5	study	study	NOUN
aiti-12683	82	6	came	come	VERB
aiti-12683	82	7	from	from	ADP
aiti-12683	82	8	4	4	NUM
aiti-12683	82	9	districts	district	NOUN
aiti-12683	82	10	in	in	ADP
aiti-12683	82	11	west	west	PROPN
aiti-12683	82	12	java	java	PROPN
aiti-12683	82	13	province	province	PROPN
aiti-12683	82	14	,	,	PUNCT
aiti-12683	82	15	indonesia	indonesia	PROPN
aiti-12683	82	16	.	.	PUNCT
aiti-12683	83	1	when	when	SCONJ
aiti-12683	83	2	the	the	DET
aiti-12683	83	3	soil	soil	NOUN
aiti-12683	83	4	samples	sample	NOUN
aiti-12683	83	5	were	be	AUX
aiti-12683	83	6	adopted	adopt	VERB
aiti-12683	83	7	,	,	PUNCT
aiti-12683	83	8	the	the	DET
aiti-12683	83	9	weather	weather	NOUN
aiti-12683	83	10	varied	vary	VERB
aiti-12683	83	11	between	between	ADP
aiti-12683	83	12	sunny	sunny	ADJ
aiti-12683	83	13	and	and	CCONJ
aiti-12683	83	14	cloudy	cloudy	ADJ
aiti-12683	83	15	.	.	PUNCT
aiti-12683	84	1	soil	soil	NOUN
aiti-12683	84	2	sampling	sampling	NOUN
aiti-12683	84	3	was	be	AUX
aiti-12683	84	4	accomplished	accomplish	VERB
aiti-12683	84	5	by	by	ADP
aiti-12683	84	6	randomized	randomize	VERB
aiti-12683	84	7	purposive	purposive	NOUN
aiti-12683	84	8	sampling	sampling	NOUN
aiti-12683	84	9	based	base	VERB
aiti-12683	84	10	on	on	ADP
aiti-12683	84	11	p	p	PROPN
aiti-12683	84	12	and	and	CCONJ
aiti-12683	84	13	k	k	PROPN
aiti-12683	84	14	’s	’s	ADJ
aiti-12683	84	15	soil	soil	NOUN
aiti-12683	84	16	nutrient	nutrient	NOUN
aiti-12683	84	17	availability	availability	NOUN
aiti-12683	84	18	map	map	NOUN
aiti-12683	84	19	[	[	X
aiti-12683	84	20	25	25	NUM
aiti-12683	84	21	-	-	SYM
aiti-12683	84	22	28	28	NUM
aiti-12683	84	23	]	]	PUNCT
aiti-12683	84	24	.	.	PUNCT
aiti-12683	85	1	the	the	DET
aiti-12683	85	2	soil	soil	NOUN
aiti-12683	85	3	sample	sample	NOUN
aiti-12683	85	4	was	be	AUX
aiti-12683	85	5	situated	situate	VERB
aiti-12683	85	6	in	in	ADP
aiti-12683	85	7	a	a	DET
aiti-12683	85	8	sealed	seal	VERB
aiti-12683	85	9	plastic	plastic	ADJ
aiti-12683	85	10	bag	bag	NOUN
aiti-12683	85	11	and	and	CCONJ
aiti-12683	85	12	brought	bring	VERB
aiti-12683	85	13	to	to	ADP
aiti-12683	85	14	the	the	DET
aiti-12683	85	15	laboratory	laboratory	NOUN
aiti-12683	85	16	.	.	PUNCT
aiti-12683	86	1	the	the	DET
aiti-12683	86	2	type	type	NOUN
aiti-12683	86	3	of	of	ADP
aiti-12683	86	4	soil	soil	NOUN
aiti-12683	86	5	advances	advance	NOUN
aiti-12683	86	6	in	in	ADP
aiti-12683	86	7	technology	technology	NOUN
aiti-12683	86	8	innovation	innovation	NOUN
aiti-12683	86	9	,	,	PUNCT
aiti-12683	86	10	vol	vol	NOUN
aiti-12683	86	11	.	.	PROPN
aiti-12683	86	12	9	9	NUM
aiti-12683	86	13	,	,	PUNCT
aiti-12683	86	14	no	no	INTJ
aiti-12683	86	15	.	.	NOUN
aiti-12683	86	16	1	1	NUM
aiti-12683	86	17	,	,	PUNCT
aiti-12683	86	18	2024	2024	NUM
aiti-12683	86	19	,	,	PUNCT
aiti-12683	86	20	pp	pp	ADJ
aiti-12683	86	21	.	.	PUNCT
aiti-12683	87	1	50	50	NUM
aiti-12683	87	2	-	-	SYM
aiti-12683	87	3	64	64	NUM
aiti-12683	87	4	53	53	NUM
aiti-12683	87	5	and	and	CCONJ
aiti-12683	87	6	soil	soil	NOUN
aiti-12683	87	7	parent	parent	NOUN
aiti-12683	87	8	material	material	NOUN
aiti-12683	87	9	at	at	ADP
aiti-12683	87	10	the	the	DET
aiti-12683	87	11	sampling	sample	VERB
aiti-12683	87	12	locations	location	NOUN
aiti-12683	87	13	are	be	AUX
aiti-12683	87	14	presented	present	VERB
aiti-12683	87	15	in	in	ADP
aiti-12683	87	16	table	table	NOUN
aiti-12683	87	17	1	1	NUM
aiti-12683	87	18	.	.	PUNCT
aiti-12683	88	1	the	the	DET
aiti-12683	88	2	sampling	sample	VERB
aiti-12683	88	3	locations	location	NOUN
aiti-12683	88	4	have	have	VERB
aiti-12683	88	5	dominant	dominant	ADJ
aiti-12683	88	6	soil	soil	NOUN
aiti-12683	88	7	types	type	NOUN
aiti-12683	88	8	and	and	CCONJ
aiti-12683	88	9	parent	parent	NOUN
aiti-12683	88	10	material	material	NOUN
aiti-12683	88	11	.	.	PUNCT
aiti-12683	89	1	in	in	ADP
aiti-12683	89	2	general	general	ADJ
aiti-12683	89	3	,	,	PUNCT
aiti-12683	89	4	the	the	DET
aiti-12683	89	5	dominant	dominant	ADJ
aiti-12683	89	6	soil	soil	NOUN
aiti-12683	89	7	types	type	NOUN
aiti-12683	89	8	at	at	ADP
aiti-12683	89	9	the	the	DET
aiti-12683	89	10	sampling	sample	VERB
aiti-12683	89	11	location	location	NOUN
aiti-12683	89	12	were	be	AUX
aiti-12683	89	13	gleisol	gleisol	ADJ
aiti-12683	89	14	,	,	PUNCT
aiti-12683	89	15	cambisol	cambisol	NOUN
aiti-12683	89	16	,	,	PUNCT
aiti-12683	89	17	regosol	regosol	NOUN
aiti-12683	89	18	,	,	PUNCT
aiti-12683	89	19	latosol	latosol	PROPN
aiti-12683	89	20	,	,	PUNCT
aiti-12683	89	21	podzolic	podzolic	ADJ
aiti-12683	89	22	,	,	PUNCT
aiti-12683	89	23	and	and	CCONJ
aiti-12683	89	24	andosol	andosol	ADV
aiti-12683	89	25	(	(	PUNCT
aiti-12683	89	26	based	base	VERB
aiti-12683	89	27	on	on	ADP
aiti-12683	89	28	the	the	DET
aiti-12683	89	29	national	national	ADJ
aiti-12683	89	30	soil	soil	NOUN
aiti-12683	89	31	classification	classification	NOUN
aiti-12683	89	32	of	of	ADP
aiti-12683	89	33	indonesia	indonesia	PROPN
aiti-12683	89	34	)	)	PUNCT
aiti-12683	89	35	,	,	PUNCT
aiti-12683	89	36	and	and	CCONJ
aiti-12683	89	37	the	the	DET
aiti-12683	89	38	main	main	ADJ
aiti-12683	89	39	material	material	NOUN
aiti-12683	89	40	types	type	NOUN
aiti-12683	89	41	consisted	consist	VERB
aiti-12683	89	42	of	of	ADP
aiti-12683	89	43	clay	clay	NOUN
aiti-12683	89	44	,	,	PUNCT
aiti-12683	89	45	andesite	andesite	NOUN
aiti-12683	89	46	,	,	PUNCT
aiti-12683	89	47	and	and	CCONJ
aiti-12683	89	48	basalt	basalt	NOUN
aiti-12683	89	49	deposits	deposit	NOUN
aiti-12683	89	50	.	.	PUNCT
aiti-12683	90	1	2.2	2.2	NUM
aiti-12683	90	2	.	.	PUNCT
aiti-12683	90	3	retrieval	retrieval	NOUN
aiti-12683	90	4	and	and	CCONJ
aiti-12683	90	5	pretreatment	pretreatment	NOUN
aiti-12683	90	6	of	of	ADP
aiti-12683	90	7	nir	nir	ADJ
aiti-12683	90	8	spectra	spectra	PROPN
aiti-12683	90	9	data	datum	NOUN
aiti-12683	90	10	the	the	DET
aiti-12683	90	11	samples	sample	NOUN
aiti-12683	90	12	were	be	AUX
aiti-12683	90	13	dried	dry	VERB
aiti-12683	90	14	(	(	PUNCT
aiti-12683	90	15	average	average	ADJ
aiti-12683	90	16	moisture	moisture	NOUN
aiti-12683	90	17	content	content	NOUN
aiti-12683	90	18	8.31	8.31	NUM
aiti-12683	90	19	%	%	NOUN
aiti-12683	90	20	,	,	PUNCT
aiti-12683	90	21	standard	standard	ADJ
aiti-12683	90	22	deviation	deviation	NOUN
aiti-12683	90	23	1.14	1.14	NUM
aiti-12683	90	24	)	)	PUNCT
aiti-12683	90	25	,	,	PUNCT
aiti-12683	90	26	cleaned	clean	VERB
aiti-12683	90	27	of	of	ADP
aiti-12683	90	28	foreign	foreign	ADJ
aiti-12683	90	29	material	material	NOUN
aiti-12683	90	30	,	,	PUNCT
aiti-12683	90	31	and	and	CCONJ
aiti-12683	90	32	then	then	ADV
aiti-12683	90	33	sieved	sieve	VERB
aiti-12683	90	34	with	with	ADP
aiti-12683	90	35	a	a	DET
aiti-12683	90	36	size	size	NOUN
aiti-12683	90	37	of	of	ADP
aiti-12683	90	38	0.75	0.75	NUM
aiti-12683	90	39	mm	mm	NOUN
aiti-12683	90	40	.	.	PUNCT
aiti-12683	91	1	after	after	ADP
aiti-12683	91	2	sieving	sieve	VERB
aiti-12683	91	3	,	,	PUNCT
aiti-12683	91	4	the	the	DET
aiti-12683	91	5	soil	soil	NOUN
aiti-12683	91	6	sample	sample	NOUN
aiti-12683	91	7	was	be	AUX
aiti-12683	91	8	placed	place	VERB
aiti-12683	91	9	in	in	ADP
aiti-12683	91	10	a	a	DET
aiti-12683	91	11	plastic	plastic	ADJ
aiti-12683	91	12	bag	bag	NOUN
aiti-12683	91	13	,	,	PUNCT
aiti-12683	91	14	and	and	CCONJ
aiti-12683	91	15	then	then	ADV
aiti-12683	91	16	it	it	PRON
aiti-12683	91	17	was	be	AUX
aiti-12683	91	18	mixed	mixed	ADJ
aiti-12683	91	19	and	and	CCONJ
aiti-12683	91	20	shaken	shake	VERB
aiti-12683	91	21	for	for	ADP
aiti-12683	91	22	30	30	NUM
aiti-12683	91	23	seconds	second	NOUN
aiti-12683	91	24	to	to	PART
aiti-12683	91	25	uniform	uniform	VERB
aiti-12683	91	26	the	the	DET
aiti-12683	91	27	nutrient	nutrient	ADJ
aiti-12683	91	28	distribution	distribution	NOUN
aiti-12683	91	29	in	in	ADP
aiti-12683	91	30	the	the	DET
aiti-12683	91	31	soil	soil	NOUN
aiti-12683	91	32	sample	sample	NOUN
aiti-12683	91	33	.	.	PUNCT
aiti-12683	92	1	subsequently	subsequently	ADV
aiti-12683	92	2	,	,	PUNCT
aiti-12683	92	3	the	the	DET
aiti-12683	92	4	soil	soil	NOUN
aiti-12683	92	5	sample	sample	NOUN
aiti-12683	92	6	was	be	AUX
aiti-12683	92	7	inserted	insert	VERB
aiti-12683	92	8	into	into	ADP
aiti-12683	92	9	the	the	DET
aiti-12683	92	10	petri	petri	ADJ
aiti-12683	92	11	dish	dish	NOUN
aiti-12683	92	12	9	9	NUM
aiti-12683	92	13	cm	cm	NOUN
aiti-12683	92	14	in	in	ADP
aiti-12683	92	15	diameter	diameter	NOUN
aiti-12683	92	16	and	and	CCONJ
aiti-12683	92	17	a	a	DET
aiti-12683	92	18	height	height	NOUN
aiti-12683	92	19	of	of	ADP
aiti-12683	92	20	2	2	NUM
aiti-12683	92	21	cm	cm	NOUN
aiti-12683	92	22	.	.	PUNCT
aiti-12683	93	1	before	before	ADP
aiti-12683	93	2	collecting	collect	VERB
aiti-12683	93	3	the	the	DET
aiti-12683	93	4	nir	nir	ADJ
aiti-12683	93	5	spectra	spectra	NOUN
aiti-12683	93	6	,	,	PUNCT
aiti-12683	93	7	the	the	DET
aiti-12683	93	8	soil	soil	NOUN
aiti-12683	93	9	in	in	ADP
aiti-12683	93	10	the	the	DET
aiti-12683	93	11	petri	petri	ADJ
aiti-12683	93	12	dish	dish	NOUN
aiti-12683	93	13	was	be	AUX
aiti-12683	93	14	compacted	compact	VERB
aiti-12683	93	15	by	by	ADP
aiti-12683	93	16	tapping	tap	VERB
aiti-12683	93	17	until	until	SCONJ
aiti-12683	93	18	the	the	DET
aiti-12683	93	19	soil	soil	NOUN
aiti-12683	93	20	surface	surface	NOUN
aiti-12683	93	21	level	level	NOUN
aiti-12683	93	22	did	do	AUX
aiti-12683	93	23	not	not	PART
aiti-12683	93	24	decrease	decrease	VERB
aiti-12683	93	25	any	any	PRON
aiti-12683	93	26	further	far	ADV
aiti-12683	93	27	to	to	PART
aiti-12683	93	28	ensure	ensure	VERB
aiti-12683	93	29	the	the	DET
aiti-12683	93	30	soil	soil	NOUN
aiti-12683	93	31	density	density	NOUN
aiti-12683	93	32	in	in	ADP
aiti-12683	93	33	each	each	DET
aiti-12683	93	34	petri	petri	ADJ
aiti-12683	93	35	dish	dish	NOUN
aiti-12683	93	36	was	be	AUX
aiti-12683	93	37	the	the	DET
aiti-12683	93	38	same	same	ADJ
aiti-12683	93	39	.	.	PUNCT
aiti-12683	94	1	next	next	ADV
aiti-12683	94	2	,	,	PUNCT
aiti-12683	94	3	the	the	DET
aiti-12683	94	4	soil	soil	NOUN
aiti-12683	94	5	was	be	AUX
aiti-12683	94	6	leveled	level	VERB
aiti-12683	94	7	using	use	VERB
aiti-12683	94	8	a	a	DET
aiti-12683	94	9	glass	glass	NOUN
aiti-12683	94	10	spatula	spatula	NOUN
aiti-12683	94	11	to	to	PART
aiti-12683	94	12	level	level	VERB
aiti-12683	94	13	the	the	DET
aiti-12683	94	14	soil	soil	NOUN
aiti-12683	94	15	surface	surface	NOUN
aiti-12683	94	16	in	in	ADP
aiti-12683	94	17	a	a	DET
aiti-12683	94	18	petri	petri	ADJ
aiti-12683	94	19	dish	dish	NOUN
aiti-12683	94	20	.	.	PUNCT
aiti-12683	95	1	eventually	eventually	ADV
aiti-12683	95	2	,	,	PUNCT
aiti-12683	95	3	the	the	DET
aiti-12683	95	4	reflectance	reflectance	NOUN
aiti-12683	95	5	data	datum	NOUN
aiti-12683	95	6	was	be	AUX
aiti-12683	95	7	taken	take	VERB
aiti-12683	95	8	using	use	VERB
aiti-12683	95	9	the	the	DET
aiti-12683	95	10	nir	nir	ADJ
aiti-12683	95	11	spectrometer	spectrometer	NOUN
aiti-12683	95	12	nirflex	nirflex	PROPN
aiti-12683	95	13	n500	n500	PROPN
aiti-12683	95	14	buchi	buchi	PROPN
aiti-12683	95	15	in	in	ADP
aiti-12683	95	16	the	the	DET
aiti-12683	95	17	1000	1000	NUM
aiti-12683	95	18	-	-	SYM
aiti-12683	95	19	2500	2500	NUM
aiti-12683	95	20	nm	nm	ADJ
aiti-12683	95	21	wavelength	wavelength	NOUN
aiti-12683	95	22	range	range	NOUN
aiti-12683	95	23	with	with	ADP
aiti-12683	95	24	1501	1501	NUM
aiti-12683	95	25	wavelength	wavelength	NOUN
aiti-12683	95	26	data	datum	NOUN
aiti-12683	95	27	.	.	PUNCT
aiti-12683	96	1	reflectance	reflectance	NOUN
aiti-12683	96	2	data	datum	NOUN
aiti-12683	96	3	collection	collection	NOUN
aiti-12683	96	4	for	for	ADP
aiti-12683	96	5	each	each	DET
aiti-12683	96	6	sample	sample	NOUN
aiti-12683	96	7	was	be	AUX
aiti-12683	96	8	carried	carry	VERB
aiti-12683	96	9	out	out	ADP
aiti-12683	96	10	in	in	ADP
aiti-12683	96	11	3	3	NUM
aiti-12683	96	12	replications	replication	NOUN
aiti-12683	96	13	by	by	ADP
aiti-12683	96	14	rotating	rotate	VERB
aiti-12683	96	15	the	the	DET
aiti-12683	96	16	petri	petri	ADJ
aiti-12683	96	17	dish	dish	NOUN
aiti-12683	96	18	position	position	NOUN
aiti-12683	96	19	by	by	ADP
aiti-12683	96	20	1/3	1/3	NUM
aiti-12683	96	21	turn	turn	NOUN
aiti-12683	96	22	to	to	PART
aiti-12683	96	23	obtain	obtain	VERB
aiti-12683	96	24	237	237	NUM
aiti-12683	96	25	reflectance	reflectance	NOUN
aiti-12683	96	26	data	datum	NOUN
aiti-12683	96	27	.	.	PUNCT
aiti-12683	97	1	the	the	DET
aiti-12683	97	2	reflectance	reflectance	NOUN
aiti-12683	97	3	data	datum	NOUN
aiti-12683	97	4	were	be	AUX
aiti-12683	97	5	transformed	transform	VERB
aiti-12683	97	6	into	into	ADP
aiti-12683	97	7	absorbance	absorbance	NOUN
aiti-12683	97	8	(	(	PUNCT
aiti-12683	97	9	a	a	DET
aiti-12683	97	10	=	=	X
aiti-12683	97	11	log	log	NOUN
aiti-12683	97	12	(	(	PUNCT
aiti-12683	97	13	1	1	NUM
aiti-12683	97	14	/	/	SYM
aiti-12683	97	15	r	r	NOUN
aiti-12683	97	16	)	)	PUNCT
aiti-12683	97	17	)	)	PUNCT
aiti-12683	97	18	.	.	PUNCT
aiti-12683	98	1	moreover	moreover	ADV
aiti-12683	98	2	,	,	PUNCT
aiti-12683	98	3	the	the	DET
aiti-12683	98	4	data	datum	NOUN
aiti-12683	98	5	were	be	AUX
aiti-12683	98	6	pretreated	pretreate	VERB
aiti-12683	98	7	in	in	ADP
aiti-12683	98	8	the	the	DET
aiti-12683	98	9	form	form	NOUN
aiti-12683	98	10	of	of	ADP
aiti-12683	98	11	the	the	DET
aiti-12683	98	12	d1	d1	NOUN
aiti-12683	98	13	,	,	PUNCT
aiti-12683	98	14	second	second	ADJ
aiti-12683	98	15	derivative	derivative	ADJ
aiti-12683	98	16	(	(	PUNCT
aiti-12683	98	17	d2	d2	PROPN
aiti-12683	98	18	)	)	PUNCT
aiti-12683	98	19	,	,	PUNCT
aiti-12683	98	20	normalized	normalize	VERB
aiti-12683	98	21	,	,	PUNCT
aiti-12683	98	22	and	and	CCONJ
aiti-12683	98	23	snv	snv	PROPN
aiti-12683	98	24	using	use	VERB
aiti-12683	98	25	nircal	nircal	ADJ
aiti-12683	98	26	software	software	NOUN
aiti-12683	98	27	with	with	ADP
aiti-12683	98	28	the	the	DET
aiti-12683	98	29	following	follow	VERB
aiti-12683	98	30	formula	formula	NOUN
aiti-12683	98	31	:	:	PUNCT
aiti-12683	98	32	d1	d1	PROPN
aiti-12683	98	33	by	by	ADP
aiti-12683	98	34	savitzky	savitzky	NOUN
aiti-12683	98	35	-	-	PUNCT
aiti-12683	98	36	golay	golay	PROPN
aiti-12683	98	37	(	(	PUNCT
aiti-12683	98	38	dg1	dg1	PROPN
aiti-12683	98	39	)	)	PUNCT
aiti-12683	98	40	4	4	NUM
aiti-12683	98	41	3	3	NUM
aiti-12683	98	42	2	2	NUM
aiti-12683	98	43	1	1	NUM
aiti-12683	98	44	1	1	NUM
aiti-12683	98	45	2	2	NUM
aiti-12683	98	46	4	4	NUM
aiti-12683	98	47	486	486	NUM
aiti-12683	98	48	(	(	PUNCT
aiti-12683	98	49	)	)	PUNCT
aiti-12683	98	50	142	142	NUM
aiti-12683	98	51	(	(	PUNCT
aiti-12683	98	52	)	)	PUNCT
aiti-12683	98	53	+193	+193	PRON
aiti-12683	98	54	(	(	PUNCT
aiti-12683	98	55	)	)	PUNCT
aiti-12683	98	56	+126	+126	PRON
aiti-12683	98	57	(	(	PUNCT
aiti-12683	98	58	)	)	PUNCT
aiti-12683	98	59	126	126	NUM
aiti-12683	98	60	(	(	PUNCT
aiti-12683	98	61	)	)	PUNCT
aiti-12683	98	62	193	193	NUM
aiti-12683	98	63	(	(	PUNCT
aiti-12683	98	64	)	)	PUNCT
aiti-12683	98	65	142	142	NUM
aiti-12683	98	66	(	(	PUNCT
aiti-12683	98	67	)	)	PUNCT
aiti-12683	98	68	86	86	NUM
aiti-12683	98	69	(	(	PUNCT
aiti-12683	98	70	)	)	PUNCT
aiti-12683	98	71	(	(	PUNCT
aiti-12683	98	72	)	)	PUNCT
aiti-12683	98	73	188	188	NUM
aiti-12683	99	1	+	+	PUNCT
aiti-12683	99	2	+	+	PUNCT
aiti-12683	99	3	+	+	PUNCT
aiti-12683	99	4	+	+	NUM
aiti-12683	99	5	−	−	ADP
aiti-12683	99	6	−	−	NUM
aiti-12683	99	7	−	−	NOUN
aiti-12683	99	8	−	−	PROPN
aiti-12683	99	9	−	−	PROPN
aiti-12683	100	1	+	+	CCONJ
aiti-12683	100	2	−	−	PROPN
aiti-12683	100	3	−	−	NUM
aiti-12683	101	1	−	−	PROPN
aiti-12683	102	1	+	+	CCONJ
aiti-12683	102	2	′	′	NUM
aiti-12683	103	1	=	=	VERB
aiti-12683	103	2	i	i	PRON
aiti-12683	104	1	i	i	PRON
aiti-12683	104	2	i	i	PRON
aiti-12683	105	1	i	i	PRON
aiti-12683	105	2	i	i	PRON
aiti-12683	106	1	i	i	PRON
aiti-12683	106	2	i	i	PRON
aiti-12683	107	1	i	i	PRON
aiti-12683	107	2	i	i	PRON
aiti-12683	108	1	f	f	VERB
aiti-12683	108	2	x	x	X
aiti-12683	108	3	f	f	NOUN
aiti-12683	108	4	x	x	X
aiti-12683	108	5	f	f	NOUN
aiti-12683	108	6	x	x	X
aiti-12683	108	7	f	f	NOUN
aiti-12683	108	8	x	x	X
aiti-12683	108	9	f	f	NOUN
aiti-12683	108	10	x	x	X
aiti-12683	108	11	f	f	NOUN
aiti-12683	108	12	x	x	X
aiti-12683	108	13	f	f	NOUN
aiti-12683	108	14	x	x	X
aiti-12683	108	15	f	f	NOUN
aiti-12683	108	16	x	x	X
aiti-12683	108	17	f	f	X
aiti-12683	108	18	x	x	X
aiti-12683	108	19	(	(	PUNCT
aiti-12683	108	20	1	1	X
aiti-12683	108	21	)	)	PUNCT
aiti-12683	108	22	d2	d2	NOUN
aiti-12683	108	23	by	by	ADP
aiti-12683	108	24	savitzky	savitzky	NOUN
aiti-12683	108	25	-	-	PUNCT
aiti-12683	108	26	golay	golay	PROPN
aiti-12683	108	27	(	(	PUNCT
aiti-12683	108	28	dg2	dg2	PROPN
aiti-12683	108	29	)	)	PUNCT
aiti-12683	108	30	4	4	NUM
aiti-12683	108	31	3	3	NUM
aiti-12683	108	32	2	2	NUM
aiti-12683	108	33	1	1	NUM
aiti-12683	108	34	1	1	NUM
aiti-12683	108	35	1	1	NUM
aiti-12683	108	36	2	2	NUM
aiti-12683	108	37	3	3	NUM
aiti-12683	108	38	428	428	NUM
aiti-12683	108	39	(	(	PUNCT
aiti-12683	108	40	)	)	PUNCT
aiti-12683	108	41	7	7	NUM
aiti-12683	108	42	(	(	PUNCT
aiti-12683	108	43	)	)	PUNCT
aiti-12683	108	44	8	8	NUM
aiti-12683	108	45	(	(	PUNCT
aiti-12683	108	46	)	)	PUNCT
aiti-12683	108	47	17	17	NUM
aiti-12683	108	48	(	(	PUNCT
aiti-12683	108	49	)	)	PUNCT
aiti-12683	108	50	20	20	NUM
aiti-12683	108	51	(	(	PUNCT
aiti-12683	108	52	)	)	PUNCT
aiti-12683	108	53	17	17	NUM
aiti-12683	108	54	(	(	PUNCT
aiti-12683	108	55	)	)	PUNCT
aiti-12683	108	56	8	8	NUM
aiti-12683	108	57	(	(	PUNCT
aiti-12683	108	58	)	)	PUNCT
aiti-12683	108	59	7	7	NUM
aiti-12683	108	60	(	(	PUNCT
aiti-12683	108	61	)	)	PUNCT
aiti-12683	108	62	28	28	NUM
aiti-12683	108	63	(	(	PUNCT
aiti-12683	108	64	)	)	PUNCT
aiti-12683	108	65	(	(	PUNCT
aiti-12683	108	66	)	)	PUNCT
aiti-12683	108	67	462	462	NUM
aiti-12683	109	1	+	+	PUNCT
aiti-12683	110	1	+	+	PUNCT
aiti-12683	110	2	+	+	PUNCT
aiti-12683	110	3	+	+	NUM
aiti-12683	110	4	−	−	ADP
aiti-12683	110	5	−	−	NUM
aiti-12683	110	6	−	−	NOUN
aiti-12683	110	7	−	−	PROPN
aiti-12683	111	1	+	+	CCONJ
aiti-12683	111	2	−	−	PROPN
aiti-12683	111	3	−	−	NUM
aiti-12683	111	4	−	−	NOUN
aiti-12683	111	5	−	−	NOUN
aiti-12683	111	6	−	−	PROPN
aiti-12683	112	1	+	+	CCONJ
aiti-12683	112	2	+	+	CCONJ
aiti-12683	112	3	′′	′′	PROPN
aiti-12683	112	4	=	=	SYM
aiti-12683	113	1	i	i	PRON
aiti-12683	113	2	i	i	PRON
aiti-12683	114	1	i	i	PRON
aiti-12683	114	2	i	i	PRON
aiti-12683	115	1	i	i	PRON
aiti-12683	115	2	i	i	PRON
aiti-12683	116	1	i	i	PRON
aiti-12683	116	2	i	i	PRON
aiti-12683	117	1	i	i	PRON
aiti-12683	117	2	f	f	VERB
aiti-12683	118	1	x	x	X
aiti-12683	118	2	f	f	NOUN
aiti-12683	118	3	x	x	X
aiti-12683	118	4	f	f	NOUN
aiti-12683	118	5	x	x	X
aiti-12683	118	6	f	f	NOUN
aiti-12683	118	7	x	x	X
aiti-12683	118	8	f	f	NOUN
aiti-12683	118	9	x	x	X
aiti-12683	118	10	f	f	NOUN
aiti-12683	118	11	x	x	X
aiti-12683	118	12	f	f	NOUN
aiti-12683	118	13	x	x	X
aiti-12683	118	14	f	f	NOUN
aiti-12683	118	15	x	x	X
aiti-12683	118	16	f	f	NOUN
aiti-12683	118	17	x	x	X
aiti-12683	118	18	f	f	NOUN
aiti-12683	118	19	x	x	X
aiti-12683	118	20	(	(	PUNCT
aiti-12683	118	21	2	2	NUM
aiti-12683	118	22	)	)	PUNCT
aiti-12683	118	23	standard	standard	ADJ
aiti-12683	118	24	normal	normal	ADJ
aiti-12683	118	25	variate	variate	NOUN
aiti-12683	118	26	(	(	PUNCT
aiti-12683	118	27	snv	snv	PROPN
aiti-12683	118	28	)	)	PUNCT
aiti-12683	118	29	(	(	PUNCT
aiti-12683	118	30	)	)	PUNCT
aiti-12683	118	31	.	.	PUNCT
aiti-12683	119	1	(	(	PUNCT
aiti-12683	119	2	)	)	PUNCT
aiti-12683	119	3	−	−	PROPN
aiti-12683	119	4	=	=	SYM
aiti-12683	119	5	snv	snv	PROPN
aiti-12683	119	6	x	x	PUNCT
aiti-12683	119	7	mean	mean	VERB
aiti-12683	119	8	x	x	X
aiti-12683	119	9	x	x	X
aiti-12683	119	10	st	st	PROPN
aiti-12683	119	11	dev	dev	PROPN
aiti-12683	119	12	x	x	X
aiti-12683	119	13	(	(	PUNCT
aiti-12683	119	14	3	3	NUM
aiti-12683	119	15	)	)	PUNCT
aiti-12683	119	16	normalization	normalization	NOUN
aiti-12683	119	17	0	0	NUM
aiti-12683	119	18	-	-	SYM
aiti-12683	119	19	1	1	NUM
aiti-12683	119	20	(	(	PUNCT
aiti-12683	119	21	norm	norm	NOUN
aiti-12683	119	22	)	)	PUNCT
aiti-12683	119	23	min	min	NOUN
aiti-12683	119	24	(	(	PUNCT
aiti-12683	119	25	)	)	PUNCT
aiti-12683	119	26	max	max	PROPN
aiti-12683	119	27	(	(	PUNCT
aiti-12683	119	28	)	)	PUNCT
aiti-12683	119	29	min	min	NOUN
aiti-12683	119	30	(	(	PUNCT
aiti-12683	119	31	)	)	PUNCT
aiti-12683	119	32	−	−	PROPN
aiti-12683	120	1	=	=	PUNCT
aiti-12683	120	2	−	−	PROPN
aiti-12683	120	3	i	i	PRON
aiti-12683	120	4	norm	norm	VERB
aiti-12683	120	5	x	x	PUNCT
aiti-12683	120	6	x	x	PUNCT
aiti-12683	120	7	x	x	PUNCT
aiti-12683	120	8	x	x	SYM
aiti-12683	120	9	x	x	X
aiti-12683	120	10	(	(	PUNCT
aiti-12683	120	11	4	4	NUM
aiti-12683	120	12	)	)	PUNCT
aiti-12683	120	13	2.3	2.3	NUM
aiti-12683	120	14	.	.	PUNCT
aiti-12683	121	1	conventional	conventional	ADJ
aiti-12683	121	2	soil	soil	NOUN
aiti-12683	121	3	nutrient	nutrient	NOUN
aiti-12683	121	4	data	data	NOUN
aiti-12683	121	5	collection	collection	NOUN
aiti-12683	121	6	soil	soil	NOUN
aiti-12683	121	7	samples	sample	NOUN
aiti-12683	121	8	,	,	PUNCT
aiti-12683	121	9	for	for	ADP
aiti-12683	121	10	which	which	PRON
aiti-12683	121	11	spectral	spectral	ADJ
aiti-12683	121	12	data	datum	NOUN
aiti-12683	121	13	had	have	AUX
aiti-12683	121	14	been	be	AUX
aiti-12683	121	15	collected	collect	VERB
aiti-12683	121	16	,	,	PUNCT
aiti-12683	121	17	were	be	AUX
aiti-12683	121	18	analyzed	analyze	VERB
aiti-12683	121	19	for	for	ADP
aiti-12683	121	20	their	their	PRON
aiti-12683	121	21	macronutrient	macronutrient	NOUN
aiti-12683	121	22	content	content	NOUN
aiti-12683	121	23	using	use	VERB
aiti-12683	121	24	conventional	conventional	ADJ
aiti-12683	121	25	methods	method	NOUN
aiti-12683	121	26	.	.	PUNCT
aiti-12683	122	1	total	total	ADJ
aiti-12683	122	2	nitrogen	nitrogen	NOUN
aiti-12683	122	3	was	be	AUX
aiti-12683	122	4	determined	determine	VERB
aiti-12683	122	5	using	use	VERB
aiti-12683	122	6	the	the	DET
aiti-12683	122	7	kjeldahl	kjeldahl	NOUN
aiti-12683	122	8	method	method	NOUN
aiti-12683	122	9	,	,	PUNCT
aiti-12683	122	10	where	where	SCONJ
aiti-12683	122	11	nitrogen	nitrogen	NOUN
aiti-12683	122	12	compounds	compound	NOUN
aiti-12683	122	13	were	be	AUX
aiti-12683	122	14	oxidized	oxidize	VERB
aiti-12683	122	15	in	in	ADP
aiti-12683	122	16	a	a	DET
aiti-12683	122	17	concentrated	concentrated	ADJ
aiti-12683	122	18	sulfuric	sulfuric	ADJ
aiti-12683	122	19	acid	acid	NOUN
aiti-12683	122	20	environment	environment	NOUN
aiti-12683	122	21	with	with	ADP
aiti-12683	122	22	a	a	DET
aiti-12683	122	23	selenium	selenium	NOUN
aiti-12683	122	24	mixture	mixture	NOUN
aiti-12683	122	25	catalyst	catalyst	NOUN
aiti-12683	122	26	,	,	PUNCT
aiti-12683	122	27	forming	form	VERB
aiti-12683	122	28	(	(	PUNCT
aiti-12683	122	29	nh4)2so4	nh4)2so4	PROPN
aiti-12683	122	30	.	.	PUNCT
aiti-12683	123	1	the	the	DET
aiti-12683	123	2	subsequent	subsequent	ADJ
aiti-12683	123	3	ammonium	ammonium	NOUN
aiti-12683	123	4	content	content	NOUN
aiti-12683	123	5	in	in	ADP
aiti-12683	123	6	the	the	DET
aiti-12683	123	7	extract	extract	NOUN
aiti-12683	123	8	was	be	AUX
aiti-12683	123	9	determined	determine	VERB
aiti-12683	123	10	using	use	VERB
aiti-12683	123	11	spectrophotometry	spectrophotometry	NOUN
aiti-12683	123	12	with	with	ADP
aiti-12683	123	13	the	the	DET
aiti-12683	123	14	indophenol	indophenol	NOUN
aiti-12683	123	15	blue	blue	ADJ
aiti-12683	123	16	color	color	NOUN
aiti-12683	123	17	generator	generator	PROPN
aiti-12683	123	18	.	.	PUNCT
aiti-12683	124	1	total	total	ADJ
aiti-12683	124	2	phosphorus	phosphorus	NOUN
aiti-12683	124	3	and	and	CCONJ
aiti-12683	124	4	potassium	potassium	NOUN
aiti-12683	124	5	in	in	ADP
aiti-12683	124	6	the	the	DET
aiti-12683	124	7	soil	soil	NOUN
aiti-12683	124	8	were	be	AUX
aiti-12683	124	9	extracted	extract	VERB
aiti-12683	124	10	using	use	VERB
aiti-12683	124	11	a	a	DET
aiti-12683	124	12	wet	wet	ADJ
aiti-12683	124	13	digestion	digestion	NOUN
aiti-12683	124	14	method	method	NOUN
aiti-12683	124	15	with	with	ADP
aiti-12683	124	16	a	a	DET
aiti-12683	124	17	mixture	mixture	NOUN
aiti-12683	124	18	of	of	ADP
aiti-12683	124	19	concentrated	concentrated	ADJ
aiti-12683	124	20	hno3	hno3	NOUN
aiti-12683	124	21	and	and	CCONJ
aiti-12683	124	22	hclo4	hclo4	PROPN
aiti-12683	124	23	.	.	PUNCT
aiti-12683	125	1	the	the	DET
aiti-12683	125	2	total	total	ADJ
aiti-12683	125	3	phosphorus	phosphorus	NOUN
aiti-12683	125	4	in	in	ADP
aiti-12683	125	5	the	the	DET
aiti-12683	125	6	extract	extract	NOUN
aiti-12683	125	7	was	be	AUX
aiti-12683	125	8	measured	measure	VERB
aiti-12683	125	9	using	use	VERB
aiti-12683	125	10	a	a	DET
aiti-12683	125	11	spectrophotometer	spectrophotometer	NOUN
aiti-12683	125	12	,	,	PUNCT
aiti-12683	125	13	while	while	SCONJ
aiti-12683	125	14	the	the	DET
aiti-12683	125	15	total	total	ADJ
aiti-12683	125	16	potassium	potassium	NOUN
aiti-12683	125	17	in	in	ADP
aiti-12683	125	18	the	the	DET
aiti-12683	125	19	extract	extract	NOUN
aiti-12683	125	20	was	be	AUX
aiti-12683	125	21	measured	measure	VERB
aiti-12683	125	22	using	use	VERB
aiti-12683	125	23	atomic	atomic	ADJ
aiti-12683	125	24	absorption	absorption	NOUN
aiti-12683	125	25	spectrophotometry	spectrophotometry	NOUN
aiti-12683	125	26	.	.	PUNCT
aiti-12683	126	1	the	the	DET
aiti-12683	126	2	water	water	NOUN
aiti-12683	126	3	content	content	NOUN
aiti-12683	126	4	was	be	AUX
aiti-12683	126	5	determined	determine	VERB
aiti-12683	126	6	by	by	ADP
aiti-12683	126	7	the	the	DET
aiti-12683	126	8	gravimetric	gravimetric	ADJ
aiti-12683	126	9	method	method	NOUN
aiti-12683	126	10	.	.	PUNCT
aiti-12683	127	1	2.4	2.4	NUM
aiti-12683	127	2	.	.	PUNCT
aiti-12683	128	1	data	datum	NOUN
aiti-12683	128	2	calibration	calibration	NOUN
aiti-12683	128	3	data	datum	NOUN
aiti-12683	128	4	calibration	calibration	NOUN
aiti-12683	128	5	aims	aim	VERB
aiti-12683	128	6	to	to	PART
aiti-12683	128	7	adjust	adjust	VERB
aiti-12683	128	8	the	the	DET
aiti-12683	128	9	nir	nir	ADJ
aiti-12683	128	10	spectrum	spectrum	NOUN
aiti-12683	128	11	response	response	NOUN
aiti-12683	128	12	to	to	ADP
aiti-12683	128	13	the	the	DET
aiti-12683	128	14	values	value	NOUN
aiti-12683	128	15	of	of	ADP
aiti-12683	128	16	macronutrient	macronutrient	NOUN
aiti-12683	128	17	measurements	measurement	NOUN
aiti-12683	128	18	,	,	PUNCT
aiti-12683	128	19	such	such	ADJ
aiti-12683	128	20	as	as	ADP
aiti-12683	128	21	total	total	ADJ
aiti-12683	128	22	nitrogen	nitrogen	NOUN
aiti-12683	128	23	,	,	PUNCT
aiti-12683	128	24	total	total	ADJ
aiti-12683	128	25	phosphorus	phosphorus	NOUN
aiti-12683	128	26	,	,	PUNCT
aiti-12683	128	27	and	and	CCONJ
aiti-12683	128	28	total	total	ADJ
aiti-12683	128	29	potassium	potassium	NOUN
aiti-12683	128	30	,	,	PUNCT
aiti-12683	128	31	to	to	PART
aiti-12683	128	32	provide	provide	VERB
aiti-12683	128	33	accurate	accurate	ADJ
aiti-12683	128	34	measurement	measurement	NOUN
aiti-12683	128	35	results	result	NOUN
aiti-12683	128	36	.	.	PUNCT
aiti-12683	129	1	this	this	DET
aiti-12683	129	2	process	process	NOUN
aiti-12683	129	3	involves	involve	VERB
aiti-12683	129	4	measuring	measure	VERB
aiti-12683	129	5	the	the	DET
aiti-12683	129	6	advances	advance	NOUN
aiti-12683	129	7	in	in	ADP
aiti-12683	129	8	technology	technology	NOUN
aiti-12683	129	9	innovation	innovation	NOUN
aiti-12683	129	10	,	,	PUNCT
aiti-12683	129	11	vol	vol	NOUN
aiti-12683	129	12	.	.	PROPN
aiti-12683	129	13	9	9	NUM
aiti-12683	129	14	,	,	PUNCT
aiti-12683	129	15	no	no	INTJ
aiti-12683	129	16	.	.	NOUN
aiti-12683	129	17	1	1	NUM
aiti-12683	129	18	,	,	PUNCT
aiti-12683	129	19	2024	2024	NUM
aiti-12683	129	20	,	,	PUNCT
aiti-12683	129	21	pp	pp	ADJ
aiti-12683	129	22	.	.	PUNCT
aiti-12683	130	1	50	50	NUM
aiti-12683	130	2	-	-	SYM
aiti-12683	130	3	64	64	NUM
aiti-12683	130	4	54	54	NUM
aiti-12683	130	5	nir	nir	NOUN
aiti-12683	130	6	spectrum	spectrum	NOUN
aiti-12683	130	7	response	response	NOUN
aiti-12683	130	8	from	from	ADP
aiti-12683	130	9	samples	sample	NOUN
aiti-12683	130	10	with	with	ADP
aiti-12683	130	11	varying	vary	VERB
aiti-12683	130	12	concentrations	concentration	NOUN
aiti-12683	130	13	of	of	ADP
aiti-12683	130	14	macronutrients	macronutrient	NOUN
aiti-12683	130	15	,	,	PUNCT
aiti-12683	130	16	and	and	CCONJ
aiti-12683	130	17	this	this	DET
aiti-12683	130	18	data	data	NOUN
aiti-12683	130	19	is	be	AUX
aiti-12683	130	20	evaluated	evaluate	VERB
aiti-12683	130	21	to	to	PART
aiti-12683	130	22	create	create	VERB
aiti-12683	130	23	mathematical	mathematical	ADJ
aiti-12683	130	24	models	model	NOUN
aiti-12683	130	25	such	such	ADJ
aiti-12683	130	26	as	as	ADP
aiti-12683	130	27	mlr	mlr	NOUN
aiti-12683	130	28	,	,	PUNCT
aiti-12683	130	29	pls	pls	INTJ
aiti-12683	130	30	,	,	PUNCT
aiti-12683	130	31	and	and	CCONJ
aiti-12683	130	32	pcr	pcr	ADJ
aiti-12683	130	33	,	,	PUNCT
aiti-12683	130	34	(	(	PUNCT
aiti-12683	130	35	1	1	X
aiti-12683	130	36	)	)	PUNCT
aiti-12683	130	37	multiple	multiple	ADJ
aiti-12683	130	38	linear	linear	ADJ
aiti-12683	130	39	regression	regression	NOUN
aiti-12683	130	40	(	(	PUNCT
aiti-12683	130	41	mlr	mlr	NOUN
aiti-12683	130	42	)	)	PUNCT
aiti-12683	130	43	nir	nir	PROPN
aiti-12683	130	44	spectral	spectral	ADJ
aiti-12683	130	45	data	datum	NOUN
aiti-12683	130	46	was	be	AUX
aiti-12683	130	47	calibrated	calibrate	VERB
aiti-12683	130	48	with	with	ADP
aiti-12683	130	49	conventional	conventional	ADJ
aiti-12683	130	50	nitrogen	nitrogen	NOUN
aiti-12683	130	51	,	,	PUNCT
aiti-12683	130	52	phosphorus	phosphorus	NOUN
aiti-12683	130	53	,	,	PUNCT
aiti-12683	130	54	and	and	CCONJ
aiti-12683	130	55	potassium	potassium	NOUN
aiti-12683	130	56	(	(	PUNCT
aiti-12683	130	57	npk	npk	NOUN
aiti-12683	130	58	)	)	PUNCT
aiti-12683	130	59	value	value	NOUN
aiti-12683	130	60	reading	read	VERB
aiti-12683	130	61	data	datum	NOUN
aiti-12683	130	62	and	and	CCONJ
aiti-12683	130	63	used	use	VERB
aiti-12683	130	64	the	the	DET
aiti-12683	130	65	mlr	mlr	NOUN
aiti-12683	130	66	model	model	NOUN
aiti-12683	130	67	with	with	ADP
aiti-12683	130	68	the	the	DET
aiti-12683	130	69	step	step	NOUN
aiti-12683	130	70	-	-	PUNCT
aiti-12683	130	71	forward	forward	NOUN
aiti-12683	130	72	method	method	NOUN
aiti-12683	130	73	in	in	ADP
aiti-12683	130	74	ibm	ibm	PROPN
aiti-12683	130	75	spss	spss	PROPN
aiti-12683	130	76	statistics	statistics	PROPN
aiti-12683	130	77	software	software	PROPN
aiti-12683	130	78	.	.	PUNCT
aiti-12683	131	1	150	150	NUM
aiti-12683	131	2	spectra	spectra	ADJ
aiti-12683	131	3	data	datum	NOUN
aiti-12683	131	4	were	be	AUX
aiti-12683	131	5	used	use	VERB
aiti-12683	131	6	as	as	ADP
aiti-12683	131	7	calibration	calibration	NOUN
aiti-12683	131	8	data	datum	NOUN
aiti-12683	131	9	,	,	PUNCT
aiti-12683	131	10	and	and	CCONJ
aiti-12683	131	11	87	87	NUM
aiti-12683	131	12	spectra	spectra	NOUN
aiti-12683	131	13	were	be	AUX
aiti-12683	131	14	used	use	VERB
aiti-12683	131	15	as	as	ADP
aiti-12683	131	16	validation	validation	NOUN
aiti-12683	131	17	data	datum	NOUN
aiti-12683	131	18	.	.	PUNCT
aiti-12683	132	1	in	in	ADP
aiti-12683	132	2	the	the	DET
aiti-12683	132	3	step	step	NOUN
aiti-12683	132	4	-	-	PUNCT
aiti-12683	132	5	forward	forward	NOUN
aiti-12683	132	6	method	method	NOUN
aiti-12683	132	7	,	,	PUNCT
aiti-12683	132	8	the	the	DET
aiti-12683	132	9	variable	variable	ADJ
aiti-12683	132	10	wavelength	wavelength	NOUN
aiti-12683	132	11	selection	selection	NOUN
aiti-12683	132	12	was	be	AUX
aiti-12683	132	13	carried	carry	VERB
aiti-12683	132	14	out	out	ADP
aiti-12683	132	15	in	in	ADP
aiti-12683	132	16	stages	stage	NOUN
aiti-12683	132	17	where	where	SCONJ
aiti-12683	132	18	the	the	DET
aiti-12683	132	19	wavelengths	wavelength	NOUN
aiti-12683	132	20	were	be	AUX
aiti-12683	132	21	entered	enter	VERB
aiti-12683	132	22	sequentially	sequentially	ADV
aiti-12683	132	23	into	into	ADP
aiti-12683	132	24	the	the	DET
aiti-12683	132	25	model	model	NOUN
aiti-12683	132	26	.	.	PUNCT
aiti-12683	133	1	the	the	DET
aiti-12683	133	2	first	first	ADJ
aiti-12683	133	3	wavelength	wavelength	NOUN
aiti-12683	133	4	variable	variable	NOUN
aiti-12683	133	5	in	in	ADP
aiti-12683	133	6	the	the	DET
aiti-12683	133	7	equation	equation	NOUN
aiti-12683	133	8	contains	contain	VERB
aiti-12683	133	9	the	the	DET
aiti-12683	133	10	most	most	ADV
aiti-12683	133	11	significant	significant	ADJ
aiti-12683	133	12	partial	partial	ADJ
aiti-12683	133	13	correlation	correlation	NOUN
aiti-12683	133	14	to	to	ADP
aiti-12683	133	15	the	the	DET
aiti-12683	133	16	n	n	NOUN
aiti-12683	133	17	,	,	PUNCT
aiti-12683	133	18	p	p	X
aiti-12683	133	19	,	,	PUNCT
aiti-12683	133	20	and	and	CCONJ
aiti-12683	133	21	k	k	PROPN
aiti-12683	133	22	nutrient	nutrient	NOUN
aiti-12683	133	23	content	content	NOUN
aiti-12683	133	24	variables	variable	NOUN
aiti-12683	133	25	.	.	PUNCT
aiti-12683	134	1	the	the	DET
aiti-12683	134	2	following	follow	VERB
aiti-12683	134	3	wavelength	wavelength	NOUN
aiti-12683	134	4	variable	variable	NOUN
aiti-12683	134	5	is	be	AUX
aiti-12683	134	6	re	re	VERB
aiti-12683	134	7	-	-	VERB
aiti-12683	134	8	selected	select	VERB
aiti-12683	134	9	,	,	PUNCT
aiti-12683	134	10	which	which	PRON
aiti-12683	134	11	gives	give	VERB
aiti-12683	134	12	the	the	DET
aiti-12683	134	13	most	most	ADV
aiti-12683	134	14	significant	significant	ADJ
aiti-12683	134	15	total	total	ADJ
aiti-12683	134	16	correlation	correlation	NOUN
aiti-12683	134	17	to	to	ADP
aiti-12683	134	18	the	the	DET
aiti-12683	134	19	npk	npk	NOUN
aiti-12683	134	20	nutrient	nutrient	NOUN
aiti-12683	134	21	content	content	NOUN
aiti-12683	134	22	to	to	PART
aiti-12683	134	23	be	be	AUX
aiti-12683	134	24	included	include	VERB
aiti-12683	134	25	in	in	ADP
aiti-12683	134	26	the	the	DET
aiti-12683	134	27	equation	equation	NOUN
aiti-12683	134	28	model	model	NOUN
aiti-12683	134	29	.	.	PUNCT
aiti-12683	135	1	the	the	DET
aiti-12683	135	2	selection	selection	NOUN
aiti-12683	135	3	and	and	CCONJ
aiti-12683	135	4	addition	addition	NOUN
aiti-12683	135	5	of	of	ADP
aiti-12683	135	6	the	the	DET
aiti-12683	135	7	wavelength	wavelength	NOUN
aiti-12683	135	8	variable	variable	NOUN
aiti-12683	135	9	will	will	AUX
aiti-12683	135	10	be	be	AUX
aiti-12683	135	11	stopped	stop	VERB
aiti-12683	135	12	once	once	ADV
aiti-12683	135	13	the	the	DET
aiti-12683	135	14	total	total	ADJ
aiti-12683	135	15	correlation	correlation	NOUN
aiti-12683	135	16	of	of	ADP
aiti-12683	135	17	the	the	DET
aiti-12683	135	18	mlr	mlr	NOUN
aiti-12683	135	19	equation	equation	NOUN
aiti-12683	135	20	model	model	NOUN
aiti-12683	135	21	has	have	AUX
aiti-12683	135	22	reached	reach	VERB
aiti-12683	135	23	>	>	PUNCT
aiti-12683	135	24	0.90	0.90	NUM
aiti-12683	135	25	.	.	PUNCT
aiti-12683	136	1	1	1	NUM
aiti-12683	136	2	1	1	NUM
aiti-12683	136	3	(	(	PUNCT
aiti-12683	136	4	)	)	PUNCT
aiti-12683	136	5	(	(	PUNCT
aiti-12683	136	6	)	)	PUNCT
aiti-12683	136	7	=	=	SYM
aiti-12683	137	1	+	+	PUNCT
aiti-12683	138	1	+	+	CCONJ
aiti-12683	138	2	k	k	PROPN
aiti-12683	138	3	k	k	PROPN
aiti-12683	138	4	y	y	PROPN
aiti-12683	138	5	a	a	DET
aiti-12683	138	6	b	b	NOUN
aiti-12683	138	7	x	x	SYM
aiti-12683	138	8	b	b	PROPN
aiti-12683	138	9	x	x	X
aiti-12683	138	10	(	(	PUNCT
aiti-12683	138	11	5	5	NUM
aiti-12683	138	12	)	)	PUNCT
aiti-12683	138	13	where	where	SCONJ
aiti-12683	138	14	y	y	PROPN
aiti-12683	138	15	is	be	AUX
aiti-12683	138	16	the	the	DET
aiti-12683	138	17	estimated	estimate	VERB
aiti-12683	138	18	value	value	NOUN
aiti-12683	138	19	of	of	ADP
aiti-12683	138	20	total	total	ADJ
aiti-12683	138	21	nutrients	nutrient	NOUN
aiti-12683	138	22	(	(	PUNCT
aiti-12683	138	23	nitrogen	nitrogen	NOUN
aiti-12683	138	24	,	,	PUNCT
aiti-12683	138	25	phosphorus	phosphorus	NOUN
aiti-12683	138	26	,	,	PUNCT
aiti-12683	138	27	and	and	CCONJ
aiti-12683	138	28	potassium	potassium	NOUN
aiti-12683	138	29	)	)	PUNCT
aiti-12683	138	30	,	,	PUNCT
aiti-12683	138	31	a	a	PRON
aiti-12683	138	32	is	be	AUX
aiti-12683	138	33	the	the	DET
aiti-12683	138	34	constant	constant	ADJ
aiti-12683	138	35	,	,	PUNCT
aiti-12683	138	36	b1	b1	PROPN
aiti-12683	138	37	is	be	AUX
aiti-12683	138	38	the	the	DET
aiti-12683	138	39	first	first	ADJ
aiti-12683	138	40	wavelength	wavelength	NOUN
aiti-12683	138	41	variable	variable	ADJ
aiti-12683	138	42	coefficient	coefficient	NOUN
aiti-12683	138	43	,	,	PUNCT
aiti-12683	138	44	bk	bk	PROPN
aiti-12683	138	45	is	be	AUX
aiti-12683	138	46	the	the	DET
aiti-12683	138	47	variable	variable	ADJ
aiti-12683	138	48	coefficient	coefficient	NOUN
aiti-12683	138	49	of	of	ADP
aiti-12683	138	50	the	the	DET
aiti-12683	138	51	nth	nth	NOUN
aiti-12683	138	52	wavelength	wavelength	NOUN
aiti-12683	138	53	,	,	PUNCT
aiti-12683	138	54	x1	x1	PROPN
aiti-12683	138	55	is	be	AUX
aiti-12683	138	56	the	the	DET
aiti-12683	138	57	1st	1st	ADJ
aiti-12683	138	58	wavelength	wavelength	NOUN
aiti-12683	138	59	nir	nir	PROPN
aiti-12683	138	60	spectral	spectral	ADJ
aiti-12683	138	61	intensity	intensity	NOUN
aiti-12683	138	62	value	value	NOUN
aiti-12683	138	63	,	,	PUNCT
aiti-12683	138	64	and	and	CCONJ
aiti-12683	138	65	xk	xk	PROPN
aiti-12683	138	66	is	be	AUX
aiti-12683	138	67	the	the	DET
aiti-12683	138	68	nth	nth	NOUN
aiti-12683	138	69	wavelength	wavelength	NOUN
aiti-12683	138	70	nir	nir	PROPN
aiti-12683	138	71	spectral	spectral	ADJ
aiti-12683	138	72	intensity	intensity	NOUN
aiti-12683	138	73	value	value	NOUN
aiti-12683	138	74	.	.	PUNCT
aiti-12683	139	1	in	in	ADP
aiti-12683	139	2	the	the	DET
aiti-12683	139	3	calibration	calibration	NOUN
aiti-12683	139	4	process	process	NOUN
aiti-12683	139	5	,	,	PUNCT
aiti-12683	139	6	the	the	DET
aiti-12683	139	7	pretreatment	pretreatment	NOUN
aiti-12683	139	8	of	of	ADP
aiti-12683	139	9	spectral	spectral	ADJ
aiti-12683	139	10	data	datum	NOUN
aiti-12683	139	11	was	be	AUX
aiti-12683	139	12	considered	consider	VERB
aiti-12683	139	13	as	as	ADP
aiti-12683	139	14	input	input	NOUN
aiti-12683	139	15	data	datum	NOUN
aiti-12683	139	16	(	(	PUNCT
aiti-12683	139	17	x	x	NOUN
aiti-12683	139	18	)	)	PUNCT
aiti-12683	139	19	for	for	ADP
aiti-12683	139	20	constructing	construct	VERB
aiti-12683	139	21	an	an	DET
aiti-12683	139	22	mlr	mlr	NOUN
aiti-12683	139	23	model	model	NOUN
aiti-12683	139	24	using	use	VERB
aiti-12683	139	25	the	the	DET
aiti-12683	139	26	following	follow	VERB
aiti-12683	139	27	models	model	NOUN
aiti-12683	139	28	:	:	PUNCT
aiti-12683	139	29	a.	a.	NOUN
aiti-12683	139	30	input	input	PROPN
aiti-12683	139	31	data	datum	NOUN
aiti-12683	139	32	is	be	AUX
aiti-12683	139	33	raw	raw	ADJ
aiti-12683	139	34	data	datum	NOUN
aiti-12683	139	35	as	as	SCONJ
aiti-12683	139	36	r	r	PROPN
aiti-12683	139	37	b.	b.	PROPN
aiti-12683	139	38	input	input	PROPN
aiti-12683	139	39	data	data	PROPN
aiti-12683	139	40	is	be	AUX
aiti-12683	139	41	the	the	DET
aiti-12683	139	42	d1	d1	NOUN
aiti-12683	139	43	of	of	ADP
aiti-12683	139	44	the	the	DET
aiti-12683	139	45	reflectance	reflectance	NOUN
aiti-12683	139	46	spectra	spectra	NOUN
aiti-12683	139	47	(	(	PUNCT
aiti-12683	139	48	rdg1	rdg1	PROPN
aiti-12683	139	49	)	)	PUNCT
aiti-12683	139	50	c.	c.	PROPN
aiti-12683	139	51	input	input	PROPN
aiti-12683	139	52	data	datum	NOUN
aiti-12683	139	53	is	be	AUX
aiti-12683	139	54	the	the	DET
aiti-12683	139	55	d2	d2	PROPN
aiti-12683	139	56	of	of	ADP
aiti-12683	139	57	the	the	DET
aiti-12683	139	58	reflectance	reflectance	NOUN
aiti-12683	139	59	spectra	spectra	NOUN
aiti-12683	139	60	(	(	PUNCT
aiti-12683	139	61	rdg2	rdg2	PROPN
aiti-12683	139	62	)	)	PUNCT
aiti-12683	139	63	d.	d.	PROPN
aiti-12683	139	64	input	input	PROPN
aiti-12683	139	65	data	data	PROPN
aiti-12683	139	66	is	be	AUX
aiti-12683	139	67	snv	snv	NOUN
aiti-12683	139	68	of	of	ADP
aiti-12683	139	69	reflectance	reflectance	NOUN
aiti-12683	139	70	spectra	spectra	NOUN
aiti-12683	139	71	(	(	PUNCT
aiti-12683	139	72	rsnv	rsnv	PROPN
aiti-12683	139	73	)	)	PUNCT
aiti-12683	139	74	e.	e.	PROPN
aiti-12683	139	75	input	input	PROPN
aiti-12683	139	76	data	data	PROPN
aiti-12683	139	77	is	be	AUX
aiti-12683	139	78	a	a	DET
aiti-12683	139	79	normalization	normalization	NOUN
aiti-12683	139	80	of	of	ADP
aiti-12683	139	81	reflectance	reflectance	NOUN
aiti-12683	139	82	spectra	spectra	NOUN
aiti-12683	139	83	(	(	PUNCT
aiti-12683	139	84	rnorm	rnorm	NOUN
aiti-12683	139	85	)	)	PUNCT
aiti-12683	139	86	f.	f.	PROPN
aiti-12683	139	87	input	input	PROPN
aiti-12683	139	88	data	data	PROPN
aiti-12683	139	89	is	be	AUX
aiti-12683	139	90	absorbance	absorbance	NOUN
aiti-12683	139	91	(	(	PUNCT
aiti-12683	139	92	a	a	X
aiti-12683	139	93	)	)	PUNCT
aiti-12683	139	94	,	,	PUNCT
aiti-12683	139	95	which	which	PRON
aiti-12683	139	96	is	be	AUX
aiti-12683	139	97	the	the	DET
aiti-12683	139	98	transformation	transformation	NOUN
aiti-12683	139	99	of	of	ADP
aiti-12683	139	100	log	log	NOUN
aiti-12683	139	101	(	(	PUNCT
aiti-12683	139	102	1	1	NUM
aiti-12683	139	103	/	/	SYM
aiti-12683	139	104	reflectance	reflectance	NOUN
aiti-12683	139	105	)	)	PUNCT
aiti-12683	140	1	g.	g.	NOUN
aiti-12683	140	2	input	input	NOUN
aiti-12683	140	3	data	datum	NOUN
aiti-12683	140	4	d1	d1	PROPN
aiti-12683	140	5	of	of	ADP
aiti-12683	140	6	the	the	DET
aiti-12683	140	7	absorbance	absorbance	NOUN
aiti-12683	140	8	spectra	spectra	NOUN
aiti-12683	140	9	(	(	PUNCT
aiti-12683	140	10	adg1	adg1	PROPN
aiti-12683	140	11	)	)	PUNCT
aiti-12683	140	12	h.	h.	PROPN
aiti-12683	140	13	input	input	PROPN
aiti-12683	140	14	data	data	PROPN
aiti-12683	140	15	is	be	AUX
aiti-12683	140	16	the	the	DET
aiti-12683	140	17	d2	d2	PROPN
aiti-12683	140	18	of	of	ADP
aiti-12683	140	19	the	the	DET
aiti-12683	140	20	absorbance	absorbance	NOUN
aiti-12683	140	21	spectra	spectra	NOUN
aiti-12683	140	22	(	(	PUNCT
aiti-12683	140	23	adg2	adg2	PROPN
aiti-12683	140	24	)	)	PUNCT
aiti-12683	140	25	i.	i.	NOUN
aiti-12683	140	26	input	input	PROPN
aiti-12683	140	27	data	data	PROPN
aiti-12683	140	28	is	be	AUX
aiti-12683	140	29	snv	snv	NOUN
aiti-12683	140	30	of	of	ADP
aiti-12683	140	31	absorbance	absorbance	NOUN
aiti-12683	140	32	spectra	spectra	NOUN
aiti-12683	140	33	(	(	PUNCT
aiti-12683	140	34	asnv	asnv	PROPN
aiti-12683	140	35	)	)	PUNCT
aiti-12683	140	36	j.	j.	PROPN
aiti-12683	140	37	input	input	PROPN
aiti-12683	140	38	data	datum	NOUN
aiti-12683	140	39	was	be	AUX
aiti-12683	140	40	normalized	normalize	VERB
aiti-12683	140	41	from	from	ADP
aiti-12683	140	42	absorbance	absorbance	NOUN
aiti-12683	140	43	spectra	spectra	NOUN
aiti-12683	140	44	(	(	PUNCT
aiti-12683	140	45	anorm	anorm	NOUN
aiti-12683	140	46	)	)	PUNCT
aiti-12683	140	47	(	(	PUNCT
aiti-12683	140	48	2	2	X
aiti-12683	140	49	)	)	PUNCT
aiti-12683	140	50	partial	partial	ADJ
aiti-12683	140	51	least	least	ADJ
aiti-12683	140	52	squares	square	NOUN
aiti-12683	140	53	(	(	PUNCT
aiti-12683	140	54	pls	pls	INTJ
aiti-12683	140	55	)	)	PUNCT
aiti-12683	140	56	and	and	CCONJ
aiti-12683	140	57	principal	principal	ADJ
aiti-12683	140	58	component	component	NOUN
aiti-12683	140	59	regression	regression	NOUN
aiti-12683	140	60	(	(	PUNCT
aiti-12683	140	61	pcr	pcr	PROPN
aiti-12683	140	62	)	)	PUNCT
aiti-12683	140	63	the	the	DET
aiti-12683	140	64	performance	performance	NOUN
aiti-12683	140	65	of	of	ADP
aiti-12683	140	66	mlr	mlr	NOUN
aiti-12683	140	67	in	in	ADP
aiti-12683	140	68	predicting	predict	VERB
aiti-12683	140	69	soil	soil	NOUN
aiti-12683	140	70	nutrients	nutrient	NOUN
aiti-12683	140	71	will	will	AUX
aiti-12683	140	72	be	be	AUX
aiti-12683	140	73	compared	compare	VERB
aiti-12683	140	74	with	with	ADP
aiti-12683	140	75	other	other	ADJ
aiti-12683	140	76	commonly	commonly	ADV
aiti-12683	140	77	used	use	VERB
aiti-12683	140	78	methods	method	NOUN
aiti-12683	140	79	in	in	ADP
aiti-12683	140	80	nir	nir	ADJ
aiti-12683	140	81	spectroscopy	spectroscopy	NOUN
aiti-12683	140	82	,	,	PUNCT
aiti-12683	140	83	i.e.	i.e.	X
aiti-12683	140	84	,	,	PUNCT
aiti-12683	140	85	pls	pls	INTJ
aiti-12683	140	86	and	and	CCONJ
aiti-12683	140	87	pcr	pcr	PROPN
aiti-12683	140	88	.	.	PUNCT
aiti-12683	141	1	besides	besides	SCONJ
aiti-12683	141	2	,	,	PUNCT
aiti-12683	141	3	pls	pls	INTJ
aiti-12683	141	4	and	and	CCONJ
aiti-12683	141	5	pcr	pcr	PROPN
aiti-12683	141	6	are	be	AUX
aiti-12683	141	7	multivariate	multivariate	NOUN
aiti-12683	141	8	calibration	calibration	NOUN
aiti-12683	141	9	techniques	technique	NOUN
aiti-12683	141	10	.	.	PUNCT
aiti-12683	142	1	this	this	DET
aiti-12683	142	2	algorithm	algorithm	NOUN
aiti-12683	142	3	uses	use	VERB
aiti-12683	142	4	both	both	DET
aiti-12683	142	5	spectral	spectral	ADJ
aiti-12683	142	6	data	datum	NOUN
aiti-12683	142	7	and	and	CCONJ
aiti-12683	142	8	reference	reference	NOUN
aiti-12683	142	9	matrices	matrix	NOUN
aiti-12683	142	10	in	in	ADP
aiti-12683	142	11	multivariate	multivariate	NOUN
aiti-12683	142	12	regression	regression	NOUN
aiti-12683	142	13	.	.	PUNCT
aiti-12683	143	1	it	it	PRON
aiti-12683	143	2	is	be	AUX
aiti-12683	143	3	achieved	achieve	VERB
aiti-12683	143	4	by	by	ADP
aiti-12683	143	5	projecting	project	VERB
aiti-12683	143	6	spectral	spectral	ADJ
aiti-12683	143	7	data	datum	NOUN
aiti-12683	143	8	into	into	ADP
aiti-12683	143	9	a	a	DET
aiti-12683	143	10	reduceddimensional	reduceddimensional	ADJ
aiti-12683	143	11	space	space	NOUN
aiti-12683	143	12	.	.	PUNCT
aiti-12683	144	1	they	they	PRON
aiti-12683	144	2	were	be	AUX
aiti-12683	144	3	initially	initially	ADV
aiti-12683	144	4	designed	design	VERB
aiti-12683	144	5	for	for	ADP
aiti-12683	144	6	high	high	ADV
aiti-12683	144	7	-	-	PUNCT
aiti-12683	144	8	dimensional	dimensional	ADJ
aiti-12683	144	9	and	and	CCONJ
aiti-12683	144	10	collinear	collinear	ADJ
aiti-12683	144	11	multivariate	multivariate	NOUN
aiti-12683	144	12	scenarios	scenario	NOUN
aiti-12683	144	13	.	.	PUNCT
aiti-12683	145	1	cross	cross	ADJ
aiti-12683	145	2	-	-	ADJ
aiti-12683	145	3	validation	validation	NOUN
aiti-12683	145	4	was	be	AUX
aiti-12683	145	5	employed	employ	VERB
aiti-12683	145	6	in	in	ADP
aiti-12683	145	7	both	both	CCONJ
aiti-12683	145	8	pls	pls	PROPN
aiti-12683	145	9	and	and	CCONJ
aiti-12683	145	10	pcr	pcr	PROPN
aiti-12683	145	11	to	to	PART
aiti-12683	145	12	determine	determine	VERB
aiti-12683	145	13	the	the	DET
aiti-12683	145	14	best	good	ADJ
aiti-12683	145	15	number	number	NOUN
aiti-12683	145	16	of	of	ADP
aiti-12683	145	17	terms	term	NOUN
aiti-12683	145	18	latent	latent	PROPN
aiti-12683	145	19	variables	variable	NOUN
aiti-12683	145	20	(	(	PUNCT
aiti-12683	145	21	lv	lv	PROPN
aiti-12683	145	22	)	)	PUNCT
aiti-12683	145	23	for	for	ADP
aiti-12683	145	24	pls	pls	NOUN
aiti-12683	145	25	and	and	CCONJ
aiti-12683	145	26	principal	principal	ADJ
aiti-12683	145	27	component	component	NOUN
aiti-12683	145	28	(	(	PUNCT
aiti-12683	145	29	pc	pc	NOUN
aiti-12683	145	30	)	)	PUNCT
aiti-12683	145	31	for	for	ADP
aiti-12683	145	32	pcr	pcr	NOUN
aiti-12683	145	33	in	in	ADP
aiti-12683	145	34	the	the	DET
aiti-12683	145	35	calibration	calibration	NOUN
aiti-12683	145	36	model	model	NOUN
aiti-12683	145	37	to	to	PART
aiti-12683	145	38	prevent	prevent	VERB
aiti-12683	145	39	overfitting	overfitte	VERB
aiti-12683	145	40	[	[	X
aiti-12683	145	41	13	13	NUM
aiti-12683	145	42	]	]	PUNCT
aiti-12683	145	43	.	.	PUNCT
aiti-12683	146	1	cross	cross	ADJ
aiti-12683	146	2	-	-	ADJ
aiti-12683	146	3	validation	validation	ADJ
aiti-12683	146	4	method	method	NOUN
aiti-12683	146	5	using	use	VERB
aiti-12683	146	6	237	237	NUM
aiti-12683	146	7	random	random	ADJ
aiti-12683	146	8	samples	sample	NOUN
aiti-12683	146	9	with	with	ADP
aiti-12683	146	10	20	20	NUM
aiti-12683	146	11	segments	segment	NOUN
aiti-12683	146	12	.	.	PUNCT
aiti-12683	147	1	calibration	calibration	NOUN
aiti-12683	147	2	process	process	NOUN
aiti-12683	147	3	using	use	VERB
aiti-12683	147	4	the	the	DET
aiti-12683	147	5	unscrambler	unscrambl	ADJ
aiti-12683	147	6	software	software	NOUN
aiti-12683	147	7	.	.	PUNCT
aiti-12683	148	1	(	(	PUNCT
aiti-12683	148	2	3	3	X
aiti-12683	148	3	)	)	PUNCT
aiti-12683	148	4	model	model	NOUN
aiti-12683	148	5	performance	performance	NOUN
aiti-12683	148	6	assessment	assessment	NOUN
aiti-12683	148	7	the	the	DET
aiti-12683	148	8	best	good	ADJ
aiti-12683	148	9	model	model	NOUN
aiti-12683	148	10	calibrations	calibration	NOUN
aiti-12683	148	11	were	be	AUX
aiti-12683	148	12	selected	select	VERB
aiti-12683	148	13	based	base	VERB
aiti-12683	148	14	on	on	ADP
aiti-12683	148	15	high	high	ADJ
aiti-12683	148	16	correlation	correlation	NOUN
aiti-12683	148	17	coefficients	coefficient	NOUN
aiti-12683	148	18	r	r	NOUN
aiti-12683	148	19	,	,	PUNCT
aiti-12683	148	20	determination	determination	NOUN
aiti-12683	148	21	coefficients	coefficient	VERB
aiti-12683	148	22	r2	r2	PROPN
aiti-12683	148	23	,	,	PUNCT
aiti-12683	148	24	and	and	CCONJ
aiti-12683	148	25	the	the	DET
aiti-12683	148	26	ratio	ratio	NOUN
aiti-12683	148	27	of	of	ADP
aiti-12683	148	28	performance	performance	NOUN
aiti-12683	148	29	deviation	deviation	NOUN
aiti-12683	148	30	(	(	PUNCT
aiti-12683	148	31	rpd	rpd	NOUN
aiti-12683	148	32	)	)	PUNCT
aiti-12683	148	33	values	value	NOUN
aiti-12683	148	34	while	while	SCONJ
aiti-12683	148	35	minimizing	minimize	VERB
aiti-12683	149	1	root	root	NOUN
aiti-12683	149	2	mean	mean	ADJ
aiti-12683	149	3	square	square	ADJ
aiti-12683	149	4	error	error	NOUN
aiti-12683	149	5	(	(	PUNCT
aiti-12683	149	6	rmse	rmse	ADJ
aiti-12683	149	7	)	)	PUNCT
aiti-12683	149	8	values	value	NOUN
aiti-12683	149	9	.	.	PUNCT
aiti-12683	150	1	the	the	DET
aiti-12683	150	2	stability	stability	NOUN
aiti-12683	150	3	of	of	ADP
aiti-12683	150	4	the	the	DET
aiti-12683	150	5	model	model	NOUN
aiti-12683	150	6	was	be	AUX
aiti-12683	150	7	determined	determine	VERB
aiti-12683	150	8	by	by	ADP
aiti-12683	150	9	the	the	DET
aiti-12683	150	10	rpd	rpd	PROPN
aiti-12683	150	11	advances	advance	VERB
aiti-12683	150	12	in	in	ADP
aiti-12683	150	13	technology	technology	NOUN
aiti-12683	150	14	innovation	innovation	NOUN
aiti-12683	150	15	,	,	PUNCT
aiti-12683	150	16	vol	vol	NOUN
aiti-12683	150	17	.	.	PROPN
aiti-12683	151	1	9	9	NUM
aiti-12683	151	2	,	,	PUNCT
aiti-12683	151	3	no	no	INTJ
aiti-12683	151	4	.	.	NOUN
aiti-12683	151	5	1	1	NUM
aiti-12683	151	6	,	,	PUNCT
aiti-12683	151	7	2024	2024	NUM
aiti-12683	151	8	,	,	PUNCT
aiti-12683	151	9	pp	pp	ADJ
aiti-12683	151	10	.	.	PUNCT
aiti-12683	152	1	50	50	NUM
aiti-12683	152	2	-	-	SYM
aiti-12683	152	3	64	64	NUM
aiti-12683	152	4	55	55	NUM
aiti-12683	152	5	.	.	PUNCT
aiti-12683	153	1	=	=	PRON
aiti-12683	153	2	st	st	PROPN
aiti-12683	153	3	dev	dev	PROPN
aiti-12683	153	4	rpd	rpd	PROPN
aiti-12683	153	5	rmse	rmse	PROPN
aiti-12683	153	6	(	(	PUNCT
aiti-12683	153	7	6	6	NUM
aiti-12683	153	8	)	)	PUNCT
aiti-12683	153	9	st.dev	st.dev	PROPN
aiti-12683	153	10	is	be	AUX
aiti-12683	153	11	the	the	DET
aiti-12683	153	12	standard	standard	ADJ
aiti-12683	153	13	deviation	deviation	NOUN
aiti-12683	153	14	of	of	ADP
aiti-12683	153	15	reference	reference	NOUN
aiti-12683	153	16	,	,	PUNCT
aiti-12683	153	17	and	and	CCONJ
aiti-12683	153	18	rmse	rmse	NOUN
aiti-12683	153	19	is	be	AUX
aiti-12683	153	20	the	the	DET
aiti-12683	153	21	root	root	NOUN
aiti-12683	153	22	mean	mean	ADJ
aiti-12683	153	23	square	square	ADJ
aiti-12683	153	24	error	error	NOUN
aiti-12683	153	25	between	between	ADP
aiti-12683	153	26	prediction	prediction	NOUN
aiti-12683	153	27	and	and	CCONJ
aiti-12683	153	28	measurement	measurement	NOUN
aiti-12683	153	29	.	.	PUNCT
aiti-12683	154	1	rpd	rpd	PROPN
aiti-12683	154	2	>	>	X
aiti-12683	154	3	2.0	2.0	NUM
aiti-12683	154	4	indicates	indicate	VERB
aiti-12683	154	5	accurate	accurate	ADJ
aiti-12683	154	6	predictions	prediction	NOUN
aiti-12683	154	7	,	,	PUNCT
aiti-12683	154	8	rpd	rpd	NOUN
aiti-12683	154	9	1.4	1.4	NUM
aiti-12683	154	10	-	-	SYM
aiti-12683	154	11	2.0	2.0	NUM
aiti-12683	154	12	indicates	indicate	VERB
aiti-12683	154	13	less	less	ADV
aiti-12683	154	14	accurate	accurate	ADJ
aiti-12683	154	15	predictions	prediction	NOUN
aiti-12683	154	16	and	and	CCONJ
aiti-12683	154	17	rpd	rpd	NOUN
aiti-12683	154	18	<	<	X
aiti-12683	154	19	1.4	1.4	NUM
aiti-12683	154	20	indicates	indicate	VERB
aiti-12683	154	21	unreliable	unreliable	ADJ
aiti-12683	154	22	predictions	prediction	NOUN
aiti-12683	154	23	,	,	PUNCT
aiti-12683	154	24	and	and	CCONJ
aiti-12683	154	25	the	the	DET
aiti-12683	154	26	model	model	NOUN
aiti-12683	154	27	can	can	AUX
aiti-12683	154	28	not	not	PART
aiti-12683	154	29	be	be	AUX
aiti-12683	154	30	used	use	VERB
aiti-12683	154	31	to	to	PART
aiti-12683	154	32	predict	predict	VERB
aiti-12683	154	33	soil	soil	NOUN
aiti-12683	154	34	properties	property	NOUN
aiti-12683	154	35	[	[	X
aiti-12683	154	36	29	29	NUM
aiti-12683	154	37	]	]	PUNCT
aiti-12683	154	38	.	.	PUNCT
aiti-12683	155	1	3	3	X
aiti-12683	155	2	.	.	NOUN
aiti-12683	155	3	results	result	NOUN
aiti-12683	155	4	and	and	CCONJ
aiti-12683	155	5	discussion	discussion	NOUN
aiti-12683	155	6	observations	observation	NOUN
aiti-12683	155	7	exhibit	exhibit	VERB
aiti-12683	155	8	high	high	ADJ
aiti-12683	155	9	variation	variation	NOUN
aiti-12683	155	10	coefficients	coefficient	NOUN
aiti-12683	155	11	in	in	ADP
aiti-12683	155	12	the	the	DET
aiti-12683	155	13	diversity	diversity	NOUN
aiti-12683	155	14	of	of	ADP
aiti-12683	155	15	macronutrient	macronutrient	NOUN
aiti-12683	155	16	content	content	NOUN
aiti-12683	155	17	in	in	ADP
aiti-12683	155	18	the	the	DET
aiti-12683	155	19	soil	soil	NOUN
aiti-12683	155	20	.	.	PUNCT
aiti-12683	156	1	this	this	DET
aiti-12683	156	2	variability	variability	NOUN
aiti-12683	156	3	ensures	ensure	VERB
aiti-12683	156	4	that	that	SCONJ
aiti-12683	156	5	the	the	DET
aiti-12683	156	6	model	model	NOUN
aiti-12683	156	7	built	build	VERB
aiti-12683	156	8	in	in	ADP
aiti-12683	156	9	the	the	DET
aiti-12683	156	10	calibration	calibration	NOUN
aiti-12683	156	11	process	process	NOUN
aiti-12683	156	12	can	can	AUX
aiti-12683	156	13	represent	represent	VERB
aiti-12683	156	14	nutrient	nutrient	NOUN
aiti-12683	156	15	content	content	NOUN
aiti-12683	156	16	over	over	ADP
aiti-12683	156	17	a	a	DET
aiti-12683	156	18	wide	wide	ADJ
aiti-12683	156	19	range	range	NOUN
aiti-12683	156	20	to	to	PART
aiti-12683	156	21	generate	generate	VERB
aiti-12683	156	22	a	a	DET
aiti-12683	156	23	high	high	ADJ
aiti-12683	156	24	generalization	generalization	NOUN
aiti-12683	156	25	value	value	NOUN
aiti-12683	156	26	for	for	ADP
aiti-12683	156	27	the	the	DET
aiti-12683	156	28	model	model	NOUN
aiti-12683	156	29	.	.	PUNCT
aiti-12683	157	1	specifically	specifically	ADV
aiti-12683	157	2	,	,	PUNCT
aiti-12683	157	3	observations	observation	NOUN
aiti-12683	157	4	of	of	ADP
aiti-12683	157	5	soil	soil	NOUN
aiti-12683	157	6	content	content	NOUN
aiti-12683	157	7	at	at	ADP
aiti-12683	157	8	sampling	sample	VERB
aiti-12683	157	9	locations	location	NOUN
aiti-12683	157	10	and	and	CCONJ
aiti-12683	157	11	calibration	calibration	NOUN
aiti-12683	157	12	models	model	NOUN
aiti-12683	157	13	to	to	PART
aiti-12683	157	14	predict	predict	VERB
aiti-12683	157	15	macronutrient	macronutrient	NOUN
aiti-12683	157	16	content	content	NOUN
aiti-12683	157	17	using	use	VERB
aiti-12683	157	18	nir	nir	ADJ
aiti-12683	157	19	waves	wave	NOUN
aiti-12683	157	20	are	be	AUX
aiti-12683	157	21	explicated	explicate	VERB
aiti-12683	157	22	further	far	ADV
aiti-12683	157	23	.	.	PUNCT
aiti-12683	158	1	3.1	3.1	NUM
aiti-12683	158	2	.	.	PUNCT
aiti-12683	159	1	soil	soil	NOUN
aiti-12683	159	2	conditions	condition	NOUN
aiti-12683	159	3	at	at	ADP
aiti-12683	159	4	the	the	DET
aiti-12683	159	5	soil	soil	NOUN
aiti-12683	159	6	sampling	sample	VERB
aiti-12683	159	7	location	location	NOUN
aiti-12683	159	8	the	the	DET
aiti-12683	159	9	heterogeneity	heterogeneity	NOUN
aiti-12683	159	10	is	be	AUX
aiti-12683	159	11	desperately	desperately	ADV
aiti-12683	159	12	needed	need	VERB
aiti-12683	159	13	in	in	ADP
aiti-12683	159	14	developing	develop	VERB
aiti-12683	159	15	soil	soil	NOUN
aiti-12683	159	16	nutrient	nutrient	NOUN
aiti-12683	159	17	estimation	estimation	NOUN
aiti-12683	159	18	models	model	NOUN
aiti-12683	159	19	to	to	PART
aiti-12683	159	20	elicit	elicit	VERB
aiti-12683	159	21	the	the	DET
aiti-12683	159	22	obtained	obtain	VERB
aiti-12683	159	23	equations	equation	NOUN
aiti-12683	159	24	having	have	VERB
aiti-12683	159	25	a	a	DET
aiti-12683	159	26	wide	wide	ADJ
aiti-12683	159	27	and	and	CCONJ
aiti-12683	159	28	varied	varied	ADJ
aiti-12683	159	29	range	range	NOUN
aiti-12683	159	30	of	of	ADP
aiti-12683	159	31	uses	use	NOUN
aiti-12683	159	32	for	for	ADP
aiti-12683	159	33	soil	soil	NOUN
aiti-12683	159	34	types	type	NOUN
aiti-12683	159	35	,	,	PUNCT
aiti-12683	159	36	parent	parent	NOUN
aiti-12683	159	37	material	material	NOUN
aiti-12683	159	38	,	,	PUNCT
aiti-12683	159	39	and	and	CCONJ
aiti-12683	159	40	soil	soil	NOUN
aiti-12683	159	41	nutrient	nutrient	NOUN
aiti-12683	159	42	status	status	NOUN
aiti-12683	159	43	as	as	SCONJ
aiti-12683	159	44	found	find	VERB
aiti-12683	159	45	at	at	ADP
aiti-12683	159	46	the	the	DET
aiti-12683	159	47	sampling	sample	VERB
aiti-12683	159	48	locations	location	NOUN
aiti-12683	159	49	.	.	PUNCT
aiti-12683	160	1	the	the	DET
aiti-12683	160	2	total	total	ADJ
aiti-12683	160	3	nitrogen	nitrogen	NOUN
aiti-12683	160	4	,	,	PUNCT
aiti-12683	160	5	phosphorus	phosphorus	NOUN
aiti-12683	160	6	,	,	PUNCT
aiti-12683	160	7	and	and	CCONJ
aiti-12683	160	8	potassium	potassium	NOUN
aiti-12683	160	9	of	of	ADP
aiti-12683	160	10	the	the	DET
aiti-12683	160	11	soil	soil	NOUN
aiti-12683	160	12	samples	sample	NOUN
aiti-12683	160	13	are	be	AUX
aiti-12683	160	14	described	describe	VERB
aiti-12683	160	15	in	in	ADP
aiti-12683	160	16	table	table	NOUN
aiti-12683	160	17	2	2	NUM
aiti-12683	160	18	.	.	PUNCT
aiti-12683	160	19	table	table	NOUN
aiti-12683	160	20	2	2	NUM
aiti-12683	160	21	descriptive	descriptive	ADJ
aiti-12683	160	22	statistics	statistic	NOUN
aiti-12683	160	23	of	of	ADP
aiti-12683	160	24	soil	soil	NOUN
aiti-12683	160	25	nutrient	nutrient	NOUN
aiti-12683	160	26	content	content	NOUN
aiti-12683	160	27	in	in	ADP
aiti-12683	160	28	79	79	NUM
aiti-12683	160	29	samples	sample	NOUN
aiti-12683	160	30	soil	soil	NOUN
aiti-12683	160	31	nutrient	nutrient	NOUN
aiti-12683	160	32	content	content	NOUN
aiti-12683	160	33	mean	mean	NOUN
aiti-12683	160	34	(	(	PUNCT
aiti-12683	160	35	g/100	g/100	PROPN
aiti-12683	160	36	g	g	NOUN
aiti-12683	160	37	)	)	PUNCT
aiti-12683	160	38	minimum	minimum	NOUN
aiti-12683	160	39	(	(	PUNCT
aiti-12683	160	40	g/100	g/100	PROPN
aiti-12683	160	41	g	g	NOUN
aiti-12683	160	42	)	)	PUNCT
aiti-12683	160	43	maximum	maximum	NOUN
aiti-12683	160	44	(	(	PUNCT
aiti-12683	160	45	g/100	g/100	PROPN
aiti-12683	160	46	g	g	NOUN
aiti-12683	160	47	)	)	PUNCT
aiti-12683	160	48	sd	sd	NOUN
aiti-12683	160	49	(	(	PUNCT
aiti-12683	160	50	g/100	g/100	PROPN
aiti-12683	160	51	g	g	NOUN
aiti-12683	160	52	)	)	PUNCT
aiti-12683	160	53	cv	cv	PROPN
aiti-12683	160	54	(	(	PUNCT
aiti-12683	160	55	%	%	NOUN
aiti-12683	160	56	)	)	PUNCT
aiti-12683	160	57	total	total	ADJ
aiti-12683	160	58	nitrogen	nitrogen	NOUN
aiti-12683	160	59	0.16	0.16	NUM
aiti-12683	160	60	0.09	0.09	NUM
aiti-12683	160	61	0.24	0.24	NUM
aiti-12683	160	62	0.04	0.04	NUM
aiti-12683	160	63	22.93	22.93	NUM
aiti-12683	160	64	total	total	NOUN
aiti-12683	160	65	phosphorus	phosphorus	NOUN
aiti-12683	160	66	0.07	0.07	NUM
aiti-12683	160	67	0.01	0.01	NUM
aiti-12683	160	68	0.36	0.36	NUM
aiti-12683	160	69	0.07	0.07	NUM
aiti-12683	160	70	96.34	96.34	NUM
aiti-12683	160	71	total	total	ADJ
aiti-12683	160	72	potassium	potassium	NOUN
aiti-12683	160	73	0.11	0.11	NUM
aiti-12683	160	74	0.01	0.01	NUM
aiti-12683	160	75	0.39	0.39	NUM
aiti-12683	160	76	0.12	0.12	NUM
aiti-12683	160	77	112.41	112.41	NUM
aiti-12683	160	78	sd	sd	NOUN
aiti-12683	160	79	is	be	AUX
aiti-12683	160	80	the	the	DET
aiti-12683	160	81	standard	standard	ADJ
aiti-12683	160	82	deviation	deviation	NOUN
aiti-12683	160	83	,	,	PUNCT
aiti-12683	160	84	and	and	CCONJ
aiti-12683	160	85	cv	cv	PROPN
aiti-12683	160	86	is	be	AUX
aiti-12683	160	87	the	the	DET
aiti-12683	160	88	coefficient	coefficient	NOUN
aiti-12683	160	89	variation	variation	NOUN
aiti-12683	160	90	.	.	PUNCT
aiti-12683	161	1	table	table	NOUN
aiti-12683	161	2	2	2	NUM
aiti-12683	161	3	is	be	AUX
aiti-12683	161	4	drawn	draw	VERB
aiti-12683	161	5	regarding	regard	VERB
aiti-12683	161	6	the	the	DET
aiti-12683	161	7	soil	soil	NOUN
aiti-12683	161	8	nutrient	nutrient	NOUN
aiti-12683	161	9	content	content	NOUN
aiti-12683	161	10	in	in	ADP
aiti-12683	161	11	79	79	NUM
aiti-12683	161	12	samples	sample	NOUN
aiti-12683	161	13	.	.	PUNCT
aiti-12683	162	1	first	first	ADV
aiti-12683	162	2	,	,	PUNCT
aiti-12683	162	3	total	total	ADJ
aiti-12683	162	4	nitrogen	nitrogen	NOUN
aiti-12683	162	5	exhibits	exhibit	VERB
aiti-12683	162	6	a	a	DET
aiti-12683	162	7	relatively	relatively	ADV
aiti-12683	162	8	low	low	ADJ
aiti-12683	162	9	variation	variation	NOUN
aiti-12683	162	10	,	,	PUNCT
aiti-12683	162	11	with	with	ADP
aiti-12683	162	12	a	a	DET
aiti-12683	162	13	cv	cv	NOUN
aiti-12683	162	14	of	of	ADP
aiti-12683	162	15	22.93	22.93	NUM
aiti-12683	162	16	%	%	NOUN
aiti-12683	162	17	.	.	PUNCT
aiti-12683	163	1	the	the	DET
aiti-12683	163	2	range	range	NOUN
aiti-12683	163	3	between	between	ADP
aiti-12683	163	4	maximum	maximum	ADJ
aiti-12683	163	5	and	and	CCONJ
aiti-12683	163	6	minimum	minimum	NOUN
aiti-12683	163	7	is	be	AUX
aiti-12683	163	8	about	about	ADV
aiti-12683	163	9	0.15	0.15	NUM
aiti-12683	163	10	g/100	g/100	PROPN
aiti-12683	163	11	g.	g.	PROPN
aiti-12683	163	12	second	second	NOUN
aiti-12683	163	13	,	,	PUNCT
aiti-12683	163	14	conversely	conversely	ADV
aiti-12683	163	15	,	,	PUNCT
aiti-12683	163	16	total	total	ADJ
aiti-12683	163	17	phosphorus	phosphorus	NOUN
aiti-12683	163	18	evinces	evince	VERB
aiti-12683	163	19	a	a	DET
aiti-12683	163	20	larger	large	ADJ
aiti-12683	163	21	variation	variation	NOUN
aiti-12683	163	22	with	with	ADP
aiti-12683	163	23	a	a	DET
aiti-12683	163	24	cv	cv	NOUN
aiti-12683	163	25	of	of	ADP
aiti-12683	163	26	96.34	96.34	NUM
aiti-12683	163	27	%	%	NOUN
aiti-12683	163	28	,	,	PUNCT
aiti-12683	163	29	signifying	signify	VERB
aiti-12683	163	30	significant	significant	ADJ
aiti-12683	163	31	differences	difference	NOUN
aiti-12683	163	32	in	in	ADP
aiti-12683	163	33	phosphorus	phosphorus	NOUN
aiti-12683	163	34	content	content	NOUN
aiti-12683	163	35	among	among	ADP
aiti-12683	163	36	the	the	DET
aiti-12683	163	37	soil	soil	NOUN
aiti-12683	163	38	samples	sample	NOUN
aiti-12683	163	39	with	with	ADP
aiti-12683	163	40	a	a	DET
aiti-12683	163	41	range	range	NOUN
aiti-12683	163	42	between	between	ADP
aiti-12683	163	43	maximum	maximum	ADJ
aiti-12683	163	44	and	and	CCONJ
aiti-12683	163	45	minimum	minimum	NOUN
aiti-12683	163	46	of	of	ADP
aiti-12683	163	47	about	about	ADV
aiti-12683	163	48	0.35	0.35	NUM
aiti-12683	163	49	g/100	g/100	PROPN
aiti-12683	163	50	g.	g.	PROPN
aiti-12683	163	51	eventually	eventually	ADV
aiti-12683	163	52	,	,	PUNCT
aiti-12683	163	53	the	the	DET
aiti-12683	163	54	total	total	ADJ
aiti-12683	163	55	potassium	potassium	NOUN
aiti-12683	163	56	content	content	NOUN
aiti-12683	163	57	demonstrates	demonstrate	VERB
aiti-12683	163	58	a	a	DET
aiti-12683	163	59	high	high	ADJ
aiti-12683	163	60	level	level	NOUN
aiti-12683	163	61	of	of	ADP
aiti-12683	163	62	variation	variation	NOUN
aiti-12683	163	63	,	,	PUNCT
aiti-12683	163	64	reflected	reflect	VERB
aiti-12683	163	65	in	in	ADP
aiti-12683	163	66	a	a	DET
aiti-12683	163	67	cv	cv	NOUN
aiti-12683	163	68	of	of	ADP
aiti-12683	163	69	112.41	112.41	NUM
aiti-12683	163	70	%	%	NOUN
aiti-12683	163	71	,	,	PUNCT
aiti-12683	163	72	with	with	ADP
aiti-12683	163	73	a	a	DET
aiti-12683	163	74	range	range	NOUN
aiti-12683	163	75	between	between	ADP
aiti-12683	163	76	a	a	DET
aiti-12683	163	77	maximum	maximum	ADJ
aiti-12683	163	78	and	and	CCONJ
aiti-12683	163	79	a	a	DET
aiti-12683	163	80	minimum	minimum	NOUN
aiti-12683	163	81	of	of	ADP
aiti-12683	163	82	about	about	ADV
aiti-12683	163	83	0.38	0.38	NUM
aiti-12683	163	84	g/100	g/100	PROPN
aiti-12683	163	85	g.	g.	PROPN
aiti-12683	163	86	heterogeneity	heterogeneity	PROPN
aiti-12683	163	87	in	in	ADP
aiti-12683	163	88	soil	soil	NOUN
aiti-12683	163	89	nutrient	nutrient	NOUN
aiti-12683	163	90	content	content	NOUN
aiti-12683	163	91	values	value	NOUN
aiti-12683	163	92	with	with	ADP
aiti-12683	163	93	a	a	DET
aiti-12683	163	94	wide	wide	ADJ
aiti-12683	163	95	range	range	NOUN
aiti-12683	163	96	of	of	ADP
aiti-12683	163	97	values	value	NOUN
aiti-12683	163	98	is	be	AUX
aiti-12683	163	99	needed	need	VERB
aiti-12683	163	100	in	in	ADP
aiti-12683	163	101	building	build	VERB
aiti-12683	163	102	a	a	DET
aiti-12683	163	103	soil	soil	NOUN
aiti-12683	163	104	nutrient	nutrient	NOUN
aiti-12683	163	105	estimation	estimation	NOUN
aiti-12683	163	106	model	model	NOUN
aiti-12683	163	107	using	use	VERB
aiti-12683	163	108	nir	nir	ADJ
aiti-12683	163	109	waves	wave	NOUN
aiti-12683	163	110	so	so	SCONJ
aiti-12683	163	111	that	that	SCONJ
aiti-12683	163	112	the	the	DET
aiti-12683	163	113	resulting	result	VERB
aiti-12683	163	114	model	model	NOUN
aiti-12683	163	115	can	can	AUX
aiti-12683	163	116	be	be	AUX
aiti-12683	163	117	used	use	VERB
aiti-12683	163	118	in	in	ADP
aiti-12683	163	119	a	a	DET
aiti-12683	163	120	wide	wide	ADJ
aiti-12683	163	121	range	range	NOUN
aiti-12683	163	122	of	of	ADP
aiti-12683	163	123	soil	soil	NOUN
aiti-12683	163	124	nutrients	nutrient	NOUN
aiti-12683	163	125	according	accord	VERB
aiti-12683	163	126	to	to	ADP
aiti-12683	163	127	calibration	calibration	NOUN
aiti-12683	163	128	data	datum	NOUN
aiti-12683	163	129	.	.	PUNCT
aiti-12683	164	1	3.2	3.2	NUM
aiti-12683	164	2	.	.	PUNCT
aiti-12683	165	1	data	datum	NOUN
aiti-12683	165	2	calibration	calibration	NOUN
aiti-12683	165	3	and	and	CCONJ
aiti-12683	165	4	validation	validation	NOUN
aiti-12683	165	5	the	the	DET
aiti-12683	165	6	calibration	calibration	NOUN
aiti-12683	165	7	and	and	CCONJ
aiti-12683	165	8	validation	validation	NOUN
aiti-12683	165	9	process	process	NOUN
aiti-12683	165	10	aims	aim	VERB
aiti-12683	165	11	to	to	PART
aiti-12683	165	12	construct	construct	VERB
aiti-12683	165	13	a	a	DET
aiti-12683	165	14	model	model	NOUN
aiti-12683	165	15	for	for	ADP
aiti-12683	165	16	estimating	estimate	VERB
aiti-12683	165	17	the	the	DET
aiti-12683	165	18	total	total	ADJ
aiti-12683	165	19	content	content	NOUN
aiti-12683	165	20	of	of	ADP
aiti-12683	165	21	soil	soil	NOUN
aiti-12683	165	22	macronutrients	macronutrient	NOUN
aiti-12683	165	23	based	base	VERB
aiti-12683	165	24	on	on	ADP
aiti-12683	165	25	the	the	DET
aiti-12683	165	26	nir	nir	ADJ
aiti-12683	165	27	wavelength	wavelength	NOUN
aiti-12683	165	28	spectrum	spectrum	NOUN
aiti-12683	165	29	.	.	PUNCT
aiti-12683	166	1	the	the	DET
aiti-12683	166	2	results	result	NOUN
aiti-12683	166	3	of	of	ADP
aiti-12683	166	4	the	the	DET
aiti-12683	166	5	calibration	calibration	NOUN
aiti-12683	166	6	models	model	NOUN
aiti-12683	166	7	mlr	mlr	PROPN
aiti-12683	166	8	,	,	PUNCT
aiti-12683	166	9	pls	pls	INTJ
aiti-12683	166	10	,	,	PUNCT
aiti-12683	166	11	and	and	CCONJ
aiti-12683	166	12	pcr	pcr	ADJ
aiti-12683	166	13	for	for	ADP
aiti-12683	166	14	estimating	estimate	VERB
aiti-12683	166	15	total	total	ADJ
aiti-12683	166	16	nitrogen	nitrogen	NOUN
aiti-12683	166	17	,	,	PUNCT
aiti-12683	166	18	total	total	ADJ
aiti-12683	166	19	phosphorus	phosphorus	NOUN
aiti-12683	166	20	,	,	PUNCT
aiti-12683	166	21	and	and	CCONJ
aiti-12683	166	22	total	total	ADJ
aiti-12683	166	23	potassium	potassium	NOUN
aiti-12683	166	24	using	use	VERB
aiti-12683	166	25	nir	nir	ADJ
aiti-12683	166	26	wavelengths	wavelength	NOUN
aiti-12683	166	27	will	will	AUX
aiti-12683	166	28	be	be	AUX
aiti-12683	166	29	further	far	ADV
aiti-12683	166	30	elaborated	elaborate	VERB
aiti-12683	166	31	.	.	PUNCT
aiti-12683	167	1	(	(	PUNCT
aiti-12683	167	2	1	1	X
aiti-12683	167	3	)	)	PUNCT
aiti-12683	167	4	total	total	ADJ
aiti-12683	167	5	nitrogen	nitrogen	NOUN
aiti-12683	167	6	the	the	DET
aiti-12683	167	7	selected	select	VERB
aiti-12683	167	8	mlr	mlr	NOUN
aiti-12683	167	9	models	model	NOUN
aiti-12683	167	10	for	for	ADP
aiti-12683	167	11	estimating	estimate	VERB
aiti-12683	167	12	total	total	ADJ
aiti-12683	167	13	nitrogen	nitrogen	NOUN
aiti-12683	167	14	are	be	AUX
aiti-12683	167	15	presented	present	VERB
aiti-12683	167	16	in	in	ADP
aiti-12683	167	17	table	table	NOUN
aiti-12683	167	18	3	3	NUM
aiti-12683	167	19	.	.	PUNCT
aiti-12683	167	20	table	table	NOUN
aiti-12683	167	21	3	3	NUM
aiti-12683	167	22	illustrates	illustrate	VERB
aiti-12683	167	23	that	that	SCONJ
aiti-12683	167	24	applying	apply	VERB
aiti-12683	167	25	data	datum	NOUN
aiti-12683	167	26	pretreatments	pretreatment	NOUN
aiti-12683	167	27	such	such	ADJ
aiti-12683	167	28	as	as	ADP
aiti-12683	167	29	snv	snv	NOUN
aiti-12683	167	30	,	,	PUNCT
aiti-12683	167	31	normalization	normalization	NOUN
aiti-12683	167	32	,	,	PUNCT
aiti-12683	167	33	d1	d1	NOUN
aiti-12683	167	34	,	,	PUNCT
aiti-12683	167	35	and	and	CCONJ
aiti-12683	167	36	snv	snv	NOUN
aiti-12683	167	37	of	of	ADP
aiti-12683	167	38	log(1	log(1	NOUN
aiti-12683	167	39	/	/	SYM
aiti-12683	168	1	r	r	NOUN
aiti-12683	168	2	)	)	PUNCT
aiti-12683	168	3	can	can	AUX
aiti-12683	168	4	enhance	enhance	VERB
aiti-12683	168	5	the	the	DET
aiti-12683	168	6	performance	performance	NOUN
aiti-12683	168	7	of	of	ADP
aiti-12683	168	8	total	total	ADJ
aiti-12683	168	9	nitrogen	nitrogen	NOUN
aiti-12683	168	10	estimation	estimation	NOUN
aiti-12683	168	11	in	in	ADP
aiti-12683	168	12	the	the	DET
aiti-12683	168	13	soil	soil	NOUN
aiti-12683	168	14	compared	compare	VERB
aiti-12683	168	15	to	to	ADP
aiti-12683	168	16	using	use	VERB
aiti-12683	168	17	only	only	ADJ
aiti-12683	168	18	raw	raw	ADJ
aiti-12683	168	19	reflectance	reflectance	NOUN
aiti-12683	168	20	data	datum	NOUN
aiti-12683	168	21	.	.	PUNCT
aiti-12683	169	1	based	base	VERB
aiti-12683	169	2	on	on	ADP
aiti-12683	169	3	the	the	DET
aiti-12683	169	4	calibration	calibration	NOUN
aiti-12683	169	5	results	result	NOUN
aiti-12683	169	6	,	,	PUNCT
aiti-12683	169	7	the	the	DET
aiti-12683	169	8	best	good	ADJ
aiti-12683	169	9	performance	performance	NOUN
aiti-12683	169	10	is	be	AUX
aiti-12683	169	11	observed	observe	VERB
aiti-12683	169	12	in	in	ADP
aiti-12683	169	13	model	model	NOUN
aiti-12683	169	14	5	5	NUM
aiti-12683	169	15	,	,	PUNCT
aiti-12683	169	16	which	which	PRON
aiti-12683	169	17	employs	employ	VERB
aiti-12683	169	18	normalization	normalization	NOUN
aiti-12683	169	19	of	of	ADP
aiti-12683	169	20	the	the	DET
aiti-12683	169	21	reflectance	reflectance	NOUN
aiti-12683	169	22	data	datum	NOUN
aiti-12683	169	23	,	,	PUNCT
aiti-12683	169	24	indicated	indicate	VERB
aiti-12683	169	25	by	by	ADP
aiti-12683	169	26	the	the	DET
aiti-12683	169	27	highest	high	ADJ
aiti-12683	169	28	values	value	NOUN
aiti-12683	169	29	of	of	ADP
aiti-12683	169	30	r	r	NOUN
aiti-12683	169	31	,	,	PUNCT
aiti-12683	169	32	r2	r2	NOUN
aiti-12683	169	33	,	,	PUNCT
aiti-12683	169	34	and	and	CCONJ
aiti-12683	169	35	rpd	rpd	PROPN
aiti-12683	169	36	,	,	PUNCT
aiti-12683	169	37	followed	follow	VERB
aiti-12683	169	38	by	by	ADP
aiti-12683	169	39	the	the	DET
aiti-12683	169	40	smallest	small	ADJ
aiti-12683	169	41	rmse	rmse	ADJ
aiti-12683	169	42	values	value	NOUN
aiti-12683	169	43	of	of	ADP
aiti-12683	169	44	0.93	0.93	NUM
aiti-12683	169	45	,	,	PUNCT
aiti-12683	169	46	0.86	0.86	NUM
aiti-12683	169	47	,	,	PUNCT
aiti-12683	169	48	2.6	2.6	NUM
aiti-12683	169	49	,	,	PUNCT
aiti-12683	169	50	and	and	CCONJ
aiti-12683	169	51	0.014	0.014	NUM
aiti-12683	169	52	g/100	g/100	NUM
aiti-12683	169	53	g	g	NOUN
aiti-12683	169	54	,	,	PUNCT
aiti-12683	169	55	respectively	respectively	ADV
aiti-12683	169	56	.	.	PUNCT
aiti-12683	170	1	normalization	normalization	NOUN
aiti-12683	170	2	helps	help	VERB
aiti-12683	170	3	eliminate	eliminate	VERB
aiti-12683	170	4	scale	scale	NOUN
aiti-12683	170	5	differences	difference	NOUN
aiti-12683	170	6	among	among	ADP
aiti-12683	170	7	spectra	spectra	NOUN
aiti-12683	170	8	affecting	affect	VERB
aiti-12683	170	9	the	the	DET
aiti-12683	170	10	mlr	mlr	PROPN
aiti-12683	170	11	model	model	NOUN
aiti-12683	170	12	.	.	PUNCT
aiti-12683	171	1	with	with	ADP
aiti-12683	171	2	normalization	normalization	NOUN
aiti-12683	171	3	,	,	PUNCT
aiti-12683	171	4	each	each	DET
aiti-12683	171	5	spectrum	spectrum	NOUN
aiti-12683	171	6	was	be	AUX
aiti-12683	171	7	transformed	transform	VERB
aiti-12683	171	8	to	to	PART
aiti-12683	171	9	have	have	VERB
aiti-12683	171	10	a	a	DET
aiti-12683	171	11	similar	similar	ADJ
aiti-12683	171	12	standard	standard	ADJ
aiti-12683	171	13	advances	advance	NOUN
aiti-12683	171	14	in	in	ADP
aiti-12683	171	15	technology	technology	NOUN
aiti-12683	171	16	innovation	innovation	NOUN
aiti-12683	171	17	,	,	PUNCT
aiti-12683	171	18	vol	vol	NOUN
aiti-12683	171	19	.	.	PROPN
aiti-12683	172	1	9	9	NUM
aiti-12683	172	2	,	,	PUNCT
aiti-12683	172	3	no	no	INTJ
aiti-12683	172	4	.	.	NOUN
aiti-12683	172	5	1	1	NUM
aiti-12683	172	6	,	,	PUNCT
aiti-12683	172	7	2024	2024	NUM
aiti-12683	172	8	,	,	PUNCT
aiti-12683	172	9	pp	pp	ADJ
aiti-12683	172	10	.	.	PUNCT
aiti-12683	173	1	50	50	NUM
aiti-12683	173	2	-	-	SYM
aiti-12683	173	3	64	64	NUM
aiti-12683	173	4	56	56	NUM
aiti-12683	173	5	deviation	deviation	NOUN
aiti-12683	173	6	,	,	PUNCT
aiti-12683	173	7	helping	help	VERB
aiti-12683	173	8	to	to	PART
aiti-12683	173	9	overcome	overcome	VERB
aiti-12683	173	10	the	the	DET
aiti-12683	173	11	non	non	ADJ
aiti-12683	173	12	-	-	ADJ
aiti-12683	173	13	linearity	linearity	ADJ
aiti-12683	173	14	effects	effect	NOUN
aiti-12683	173	15	caused	cause	VERB
aiti-12683	173	16	by	by	ADP
aiti-12683	173	17	large	large	ADJ
aiti-12683	173	18	-	-	PUNCT
aiti-12683	173	19	scale	scale	NOUN
aiti-12683	173	20	variations	variation	NOUN
aiti-12683	173	21	among	among	ADP
aiti-12683	173	22	spectra	spectra	NOUN
aiti-12683	173	23	.	.	PUNCT
aiti-12683	174	1	additionally	additionally	ADV
aiti-12683	174	2	,	,	PUNCT
aiti-12683	174	3	normalization	normalization	NOUN
aiti-12683	174	4	can	can	AUX
aiti-12683	174	5	improve	improve	VERB
aiti-12683	174	6	the	the	DET
aiti-12683	174	7	consistency	consistency	NOUN
aiti-12683	174	8	and	and	CCONJ
aiti-12683	174	9	stability	stability	NOUN
aiti-12683	174	10	of	of	ADP
aiti-12683	174	11	the	the	DET
aiti-12683	174	12	spectrum	spectrum	NOUN
aiti-12683	174	13	in	in	ADP
aiti-12683	174	14	mlr	mlr	NOUN
aiti-12683	174	15	analysis	analysis	NOUN
aiti-12683	174	16	,	,	PUNCT
aiti-12683	174	17	thereby	thereby	ADV
aiti-12683	174	18	enhancing	enhance	VERB
aiti-12683	174	19	the	the	DET
aiti-12683	174	20	model	model	NOUN
aiti-12683	174	21	’s	’s	PART
aiti-12683	174	22	ability	ability	NOUN
aiti-12683	174	23	to	to	PART
aiti-12683	174	24	capture	capture	VERB
aiti-12683	174	25	the	the	DET
aiti-12683	174	26	linear	linear	ADJ
aiti-12683	174	27	relationship	relationship	NOUN
aiti-12683	174	28	between	between	ADP
aiti-12683	174	29	spectral	spectral	ADJ
aiti-12683	174	30	data	datum	NOUN
aiti-12683	174	31	and	and	CCONJ
aiti-12683	174	32	total	total	ADJ
aiti-12683	174	33	nitrogen	nitrogen	NOUN
aiti-12683	174	34	.	.	PUNCT
aiti-12683	175	1	table	table	NOUN
aiti-12683	175	2	3	3	NUM
aiti-12683	175	3	mlr	mlr	NOUN
aiti-12683	175	4	model	model	NOUN
aiti-12683	175	5	calibration	calibration	PROPN
aiti-12683	175	6	and	and	CCONJ
aiti-12683	175	7	validation	validation	NOUN
aiti-12683	175	8	result	result	NOUN
aiti-12683	175	9	for	for	ADP
aiti-12683	175	10	estimating	estimate	VERB
aiti-12683	175	11	total	total	ADJ
aiti-12683	175	12	nitrogen	nitrogen	NOUN
aiti-12683	175	13	with	with	ADP
aiti-12683	175	14	several	several	ADJ
aiti-12683	175	15	pretreatment	pretreatment	NOUN
aiti-12683	175	16	spectra	spectra	PROPN
aiti-12683	175	17	data	data	PROPN
aiti-12683	175	18	model	model	PROPN
aiti-12683	175	19	spectra	spectra	PROPN
aiti-12683	175	20	pretreatment	pretreatment	NOUN
aiti-12683	175	21	data	datum	NOUN
aiti-12683	175	22	number	number	NOUN
aiti-12683	175	23	of	of	ADP
aiti-12683	175	24	wavelengths	wavelength	NOUN
aiti-12683	175	25	calibration	calibration	NOUN
aiti-12683	175	26	validation	validation	NOUN
aiti-12683	175	27	r	r	NOUN
aiti-12683	175	28	r2	r2	PROPN
aiti-12683	175	29	rmse	rmse	NOUN
aiti-12683	175	30	(	(	PUNCT
aiti-12683	175	31	g/100	g/100	PROPN
aiti-12683	175	32	g	g	NOUN
aiti-12683	175	33	)	)	PUNCT
aiti-12683	175	34	rpd	rpd	PROPN
aiti-12683	175	35	rmse	rmse	PROPN
aiti-12683	175	36	(	(	PUNCT
aiti-12683	175	37	g/100	g/100	PROPN
aiti-12683	175	38	g	g	NOUN
aiti-12683	175	39	)	)	PUNCT
aiti-12683	175	40	rpd	rpd	NOUN
aiti-12683	175	41	1	1	NUM
aiti-12683	175	42	r	r	NOUN
aiti-12683	175	43	(	(	PUNCT
aiti-12683	175	44	raw	raw	ADJ
aiti-12683	175	45	data	datum	NOUN
aiti-12683	175	46	)	)	PUNCT
aiti-12683	175	47	9	9	NUM
aiti-12683	175	48	0.91	0.91	NUM
aiti-12683	175	49	0.82	0.82	NUM
aiti-12683	175	50	0.015	0.015	NUM
aiti-12683	175	51	2.4	2.4	NUM
aiti-12683	175	52	0.019	0.019	NUM
aiti-12683	175	53	2.0	2.0	NUM
aiti-12683	175	54	2	2	NUM
aiti-12683	175	55	rdg1	rdg1	NOUN
aiti-12683	175	56	5	5	NUM
aiti-12683	175	57	0.90	0.90	NUM
aiti-12683	175	58	0.81	0.81	NUM
aiti-12683	175	59	0.016	0.016	NUM
aiti-12683	175	60	2.3	2.3	NUM
aiti-12683	175	61	0.019	0.019	NUM
aiti-12683	175	62	1.9	1.9	NUM
aiti-12683	175	63	3	3	NUM
aiti-12683	175	64	rdg2	rdg2	NOUN
aiti-12683	175	65	5	5	NUM
aiti-12683	175	66	0.90	0.90	NUM
aiti-12683	175	67	0.81	0.81	NUM
aiti-12683	175	68	0.016	0.016	NUM
aiti-12683	175	69	2.3	2.3	NUM
aiti-12683	175	70	0.021	0.021	NUM
aiti-12683	175	71	1.8	1.8	NUM
aiti-12683	175	72	4	4	NUM
aiti-12683	175	73	rsnv	rsnv	VERB
aiti-12683	175	74	7	7	NUM
aiti-12683	175	75	0.92	0.92	NUM
aiti-12683	175	76	0.84	0.84	NUM
aiti-12683	175	77	0.014	0.014	NUM
aiti-12683	175	78	2.5	2.5	NUM
aiti-12683	175	79	0.017	0.017	NUM
aiti-12683	175	80	2.1	2.1	NUM
aiti-12683	175	81	5	5	NUM
aiti-12683	175	82	rnorm	rnorm	NOUN
aiti-12683	175	83	6	6	NUM
aiti-12683	175	84	0.93	0.93	NUM
aiti-12683	175	85	0.86	0.86	NUM
aiti-12683	175	86	0.014	0.014	NUM
aiti-12683	175	87	2.6	2.6	NUM
aiti-12683	175	88	0.018	0.018	NUM
aiti-12683	175	89	2.1	2.1	NUM
aiti-12683	175	90	6	6	NUM
aiti-12683	175	91	a	a	DET
aiti-12683	175	92	12	12	NUM
aiti-12683	175	93	0.89	0.89	NUM
aiti-12683	175	94	0.79	0.79	NUM
aiti-12683	175	95	0.017	0.017	NUM
aiti-12683	175	96	2.2	2.2	NUM
aiti-12683	175	97	0.021	0.021	NUM
aiti-12683	175	98	1.7	1.7	NUM
aiti-12683	175	99	7	7	NUM
aiti-12683	175	100	adg1	adg1	NOUN
aiti-12683	175	101	7	7	NUM
aiti-12683	175	102	0.91	0.91	NUM
aiti-12683	175	103	0.83	0.83	NUM
aiti-12683	175	104	0.015	0.015	NUM
aiti-12683	175	105	2.4	2.4	NUM
aiti-12683	175	106	0.019	0.019	NUM
aiti-12683	175	107	2.0	2.0	NUM
aiti-12683	175	108	8	8	NUM
aiti-12683	175	109	adg2	adg2	NOUN
aiti-12683	175	110	5	5	NUM
aiti-12683	175	111	0.91	0.91	NUM
aiti-12683	175	112	0.82	0.82	NUM
aiti-12683	175	113	0.015	0.015	NUM
aiti-12683	175	114	2.4	2.4	NUM
aiti-12683	175	115	0.026	0.026	NUM
aiti-12683	175	116	1.4	1.4	NUM
aiti-12683	175	117	9	9	NUM
aiti-12683	175	118	asnv	asnv	NOUN
aiti-12683	175	119	5	5	NUM
aiti-12683	175	120	0.91	0.91	NUM
aiti-12683	175	121	0.83	0.83	NUM
aiti-12683	175	122	0.015	0.015	NUM
aiti-12683	175	123	2.5	2.5	NUM
aiti-12683	175	124	0.018	0.018	NUM
aiti-12683	175	125	2.1	2.1	NUM
aiti-12683	175	126	10	10	NUM
aiti-12683	175	127	anorm	anorm	NOUN
aiti-12683	175	128	7	7	NUM
aiti-12683	175	129	0.91	0.91	NUM
aiti-12683	175	130	0.82	0.82	NUM
aiti-12683	175	131	0.015	0.015	NUM
aiti-12683	175	132	2.4	2.4	NUM
aiti-12683	175	133	0.022	0.022	NUM
aiti-12683	175	134	2.1	2.1	NUM
aiti-12683	175	135	the	the	DET
aiti-12683	175	136	best	good	ADJ
aiti-12683	175	137	model	model	NOUN
aiti-12683	175	138	is	be	AUX
aiti-12683	175	139	marked	mark	VERB
aiti-12683	175	140	in	in	ADP
aiti-12683	175	141	bold	bold	ADJ
aiti-12683	175	142	,	,	PUNCT
aiti-12683	175	143	r	r	NOUN
aiti-12683	175	144	:	:	PUNCT
aiti-12683	175	145	coefficient	coefficient	NOUN
aiti-12683	175	146	correlation	correlation	NOUN
aiti-12683	175	147	,	,	PUNCT
aiti-12683	175	148	r2	r2	PROPN
aiti-12683	175	149	:	:	PUNCT
aiti-12683	175	150	coefficient	coefficient	NOUN
aiti-12683	175	151	determination	determination	NOUN
aiti-12683	175	152	,	,	PUNCT
aiti-12683	175	153	rmse	rmse	NOUN
aiti-12683	175	154	:	:	PUNCT
aiti-12683	175	155	root	root	NOUN
aiti-12683	175	156	mean	mean	VERB
aiti-12683	175	157	square	square	NOUN
aiti-12683	175	158	error	error	NOUN
aiti-12683	175	159	,	,	PUNCT
aiti-12683	175	160	rpd	rpd	PROPN
aiti-12683	175	161	:	:	PUNCT
aiti-12683	175	162	ratio	ratio	NOUN
aiti-12683	175	163	of	of	ADP
aiti-12683	175	164	performance	performance	NOUN
aiti-12683	175	165	deviation	deviation	NOUN
aiti-12683	175	166	.	.	PUNCT
aiti-12683	176	1	a	a	DET
aiti-12683	176	2	comparison	comparison	NOUN
aiti-12683	176	3	of	of	ADP
aiti-12683	176	4	the	the	DET
aiti-12683	176	5	mlr	mlr	NOUN
aiti-12683	176	6	model	model	NOUN
aiti-12683	176	7	with	with	ADP
aiti-12683	176	8	pls	pls	NOUN
aiti-12683	176	9	and	and	CCONJ
aiti-12683	176	10	pcr	pcr	NOUN
aiti-12683	176	11	models	model	NOUN
aiti-12683	176	12	in	in	ADP
aiti-12683	176	13	estimating	estimate	VERB
aiti-12683	176	14	total	total	ADJ
aiti-12683	176	15	nitrogen	nitrogen	NOUN
aiti-12683	176	16	is	be	AUX
aiti-12683	176	17	presented	present	VERB
aiti-12683	176	18	in	in	ADP
aiti-12683	176	19	table	table	NOUN
aiti-12683	176	20	4	4	NUM
aiti-12683	176	21	.	.	PUNCT
aiti-12683	177	1	mlr	mlr	NOUN
aiti-12683	177	2	demonstrates	demonstrate	VERB
aiti-12683	177	3	good	good	ADJ
aiti-12683	177	4	performance	performance	NOUN
aiti-12683	177	5	on	on	ADP
aiti-12683	177	6	the	the	DET
aiti-12683	177	7	training	training	NOUN
aiti-12683	177	8	data	datum	NOUN
aiti-12683	177	9	with	with	ADP
aiti-12683	177	10	an	an	DET
aiti-12683	177	11	r2	r2	NOUN
aiti-12683	177	12	of	of	ADP
aiti-12683	177	13	around	around	ADV
aiti-12683	177	14	0.86	0.86	NUM
aiti-12683	177	15	but	but	CCONJ
aiti-12683	177	16	experiences	experience	VERB
aiti-12683	177	17	a	a	DET
aiti-12683	177	18	decline	decline	NOUN
aiti-12683	177	19	in	in	ADP
aiti-12683	177	20	performance	performance	NOUN
aiti-12683	177	21	on	on	ADP
aiti-12683	177	22	the	the	DET
aiti-12683	177	23	validation	validation	NOUN
aiti-12683	177	24	data	datum	NOUN
aiti-12683	177	25	with	with	ADP
aiti-12683	177	26	an	an	DET
aiti-12683	177	27	r2	r2	NOUN
aiti-12683	177	28	of	of	ADP
aiti-12683	177	29	around	around	ADV
aiti-12683	177	30	0.77	0.77	NUM
aiti-12683	177	31	.	.	PUNCT
aiti-12683	178	1	this	this	DET
aiti-12683	178	2	decline	decline	NOUN
aiti-12683	178	3	may	may	AUX
aiti-12683	178	4	indicate	indicate	VERB
aiti-12683	178	5	overfitting	overfitting	NOUN
aiti-12683	178	6	or	or	CCONJ
aiti-12683	178	7	the	the	DET
aiti-12683	178	8	absence	absence	NOUN
aiti-12683	178	9	of	of	ADP
aiti-12683	178	10	the	the	DET
aiti-12683	178	11	model	model	NOUN
aiti-12683	178	12	’s	’s	PART
aiti-12683	178	13	generalization	generalization	NOUN
aiti-12683	178	14	ability	ability	NOUN
aiti-12683	178	15	.	.	PUNCT
aiti-12683	179	1	pls	pls	PROPN
aiti-12683	179	2	consistently	consistently	ADV
aiti-12683	179	3	performs	perform	VERB
aiti-12683	179	4	well	well	ADV
aiti-12683	179	5	on	on	ADP
aiti-12683	179	6	calibration	calibration	NOUN
aiti-12683	179	7	and	and	CCONJ
aiti-12683	179	8	validation	validation	NOUN
aiti-12683	179	9	data	datum	NOUN
aiti-12683	179	10	sets	set	NOUN
aiti-12683	179	11	,	,	PUNCT
aiti-12683	179	12	with	with	ADP
aiti-12683	179	13	r2	r2	PROPN
aiti-12683	179	14	values	value	NOUN
aiti-12683	179	15	above	above	ADP
aiti-12683	179	16	0.80	0.80	NUM
aiti-12683	179	17	.	.	PUNCT
aiti-12683	180	1	hence	hence	ADV
aiti-12683	180	2	,	,	PUNCT
aiti-12683	180	3	pls	pls	PRON
aiti-12683	180	4	might	might	AUX
aiti-12683	180	5	be	be	AUX
aiti-12683	180	6	a	a	DET
aiti-12683	180	7	favorable	favorable	ADJ
aiti-12683	180	8	choice	choice	NOUN
aiti-12683	180	9	,	,	PUNCT
aiti-12683	180	10	with	with	ADP
aiti-12683	180	11	a	a	DET
aiti-12683	180	12	note	note	NOUN
aiti-12683	180	13	to	to	PART
aiti-12683	180	14	consider	consider	VERB
aiti-12683	180	15	the	the	DET
aiti-12683	180	16	optimality	optimality	NOUN
aiti-12683	180	17	of	of	ADP
aiti-12683	180	18	the	the	DET
aiti-12683	180	19	number	number	NOUN
aiti-12683	180	20	of	of	ADP
aiti-12683	180	21	lv	lv	PROPN
aiti-12683	180	22	.	.	PUNCT
aiti-12683	181	1	on	on	ADP
aiti-12683	181	2	the	the	DET
aiti-12683	181	3	other	other	ADJ
aiti-12683	181	4	hand	hand	NOUN
aiti-12683	181	5	,	,	PUNCT
aiti-12683	181	6	pcr	pcr	NOUN
aiti-12683	181	7	exhibits	exhibit	VERB
aiti-12683	181	8	the	the	DET
aiti-12683	181	9	lowest	low	ADJ
aiti-12683	181	10	performance	performance	NOUN
aiti-12683	181	11	,	,	PUNCT
aiti-12683	181	12	with	with	ADP
aiti-12683	181	13	rdg1	rdg1	NOUN
aiti-12683	181	14	providing	provide	VERB
aiti-12683	181	15	an	an	DET
aiti-12683	181	16	r	r	NOUN
aiti-12683	181	17	-	-	PUNCT
aiti-12683	181	18	value	value	NOUN
aiti-12683	181	19	of	of	ADP
aiti-12683	181	20	0.87	0.87	NUM
aiti-12683	181	21	,	,	PUNCT
aiti-12683	181	22	r2	r2	NOUN
aiti-12683	181	23	of	of	ADP
aiti-12683	181	24	0.76	0.76	NUM
aiti-12683	181	25	,	,	PUNCT
aiti-12683	181	26	and	and	CCONJ
aiti-12683	181	27	rmse	rmse	NOUN
aiti-12683	181	28	of	of	ADP
aiti-12683	181	29	0.018	0.018	NUM
aiti-12683	181	30	.	.	PUNCT
aiti-12683	182	1	pcr	pcr	PROPN
aiti-12683	182	2	in	in	ADP
aiti-12683	182	3	the	the	DET
aiti-12683	182	4	validation	validation	NOUN
aiti-12683	182	5	stage	stage	NOUN
aiti-12683	182	6	shows	show	VERB
aiti-12683	182	7	consistent	consistent	ADJ
aiti-12683	182	8	performance	performance	NOUN
aiti-12683	182	9	with	with	ADP
aiti-12683	182	10	r	r	NOUN
aiti-12683	182	11	,	,	PUNCT
aiti-12683	182	12	r2	r2	NOUN
aiti-12683	182	13	,	,	PUNCT
aiti-12683	182	14	and	and	CCONJ
aiti-12683	182	15	rmse	rmse	ADJ
aiti-12683	182	16	values	value	NOUN
aiti-12683	182	17	relatively	relatively	ADV
aiti-12683	182	18	similar	similar	ADJ
aiti-12683	182	19	to	to	ADP
aiti-12683	182	20	those	those	PRON
aiti-12683	182	21	in	in	ADP
aiti-12683	182	22	the	the	DET
aiti-12683	182	23	calibration	calibration	NOUN
aiti-12683	182	24	stage	stage	NOUN
aiti-12683	182	25	.	.	PUNCT
aiti-12683	183	1	the	the	DET
aiti-12683	183	2	analysis	analysis	NOUN
aiti-12683	183	3	results	result	NOUN
aiti-12683	183	4	specify	specify	VERB
aiti-12683	183	5	that	that	SCONJ
aiti-12683	183	6	pls	pls	INTJ
aiti-12683	183	7	with	with	ADP
aiti-12683	183	8	rsnv	rsnv	NOUN
aiti-12683	183	9	outperforms	outperform	NOUN
aiti-12683	183	10	the	the	DET
aiti-12683	183	11	other	other	ADJ
aiti-12683	183	12	two	two	NUM
aiti-12683	183	13	models	model	NOUN
aiti-12683	183	14	with	with	ADP
aiti-12683	183	15	r	r	NOUN
aiti-12683	183	16	of	of	ADP
aiti-12683	183	17	0.93	0.93	NUM
aiti-12683	183	18	,	,	PUNCT
aiti-12683	183	19	r2	r2	NOUN
aiti-12683	183	20	of	of	ADP
aiti-12683	183	21	0.87	0.87	NUM
aiti-12683	183	22	,	,	PUNCT
aiti-12683	183	23	and	and	CCONJ
aiti-12683	183	24	rmse	rmse	NOUN
aiti-12683	183	25	of	of	ADP
aiti-12683	183	26	0.013	0.013	NUM
aiti-12683	183	27	g/100	g/100	PROPN
aiti-12683	183	28	g.	g.	NOUN
aiti-12683	183	29	although	although	SCONJ
aiti-12683	183	30	mlr	mlr	NOUN
aiti-12683	183	31	with	with	ADP
aiti-12683	183	32	rnorm	rnorm	NOUN
aiti-12683	183	33	performs	perform	VERB
aiti-12683	183	34	well	well	ADV
aiti-12683	183	35	with	with	ADP
aiti-12683	183	36	r	r	NOUN
aiti-12683	183	37	of	of	ADP
aiti-12683	183	38	0.93	0.93	NUM
aiti-12683	183	39	and	and	CCONJ
aiti-12683	183	40	r2	r2	PROPN
aiti-12683	183	41	of	of	ADP
aiti-12683	183	42	0.86	0.86	NUM
aiti-12683	183	43	,	,	PUNCT
aiti-12683	183	44	pls	pls	PROPN
aiti-12683	183	45	is	be	AUX
aiti-12683	183	46	significantly	significantly	ADV
aiti-12683	183	47	better	well	ADJ
aiti-12683	183	48	in	in	ADP
aiti-12683	183	49	more	more	ADV
aiti-12683	183	50	accurate	accurate	ADJ
aiti-12683	183	51	predictions	prediction	NOUN
aiti-12683	183	52	.	.	PUNCT
aiti-12683	184	1	pcr	pcr	PROPN
aiti-12683	184	2	with	with	ADP
aiti-12683	184	3	rdg1	rdg1	PROPN
aiti-12683	184	4	shows	show	VERB
aiti-12683	184	5	moderate	moderate	ADJ
aiti-12683	184	6	performance	performance	NOUN
aiti-12683	184	7	with	with	ADP
aiti-12683	184	8	r	r	NOUN
aiti-12683	184	9	of	of	ADP
aiti-12683	184	10	0.87	0.87	NUM
aiti-12683	184	11	,	,	PUNCT
aiti-12683	184	12	r2	r2	NOUN
aiti-12683	184	13	of	of	ADP
aiti-12683	184	14	0.76	0.76	NUM
aiti-12683	184	15	,	,	PUNCT
aiti-12683	184	16	and	and	CCONJ
aiti-12683	184	17	rmse	rmse	NOUN
aiti-12683	184	18	of	of	ADP
aiti-12683	184	19	0.018	0.018	NUM
aiti-12683	184	20	g/100	g/100	PROPN
aiti-12683	184	21	g.	g.	NOUN
aiti-12683	184	22	table	table	NOUN
aiti-12683	184	23	4	4	NUM
aiti-12683	184	24	comparison	comparison	NOUN
aiti-12683	184	25	of	of	ADP
aiti-12683	184	26	mlr	mlr	PROPN
aiti-12683	184	27	model	model	NOUN
aiti-12683	184	28	with	with	ADP
aiti-12683	184	29	pls	pls	INTJ
aiti-12683	184	30	and	and	CCONJ
aiti-12683	184	31	pcr	pcr	PROPN
aiti-12683	184	32	in	in	ADP
aiti-12683	184	33	predicting	predict	VERB
aiti-12683	184	34	total	total	ADJ
aiti-12683	184	35	nitrogen	nitrogen	NOUN
aiti-12683	184	36	model	model	NOUN
aiti-12683	184	37	pretreatment	pretreatment	NOUN
aiti-12683	184	38	data	datum	NOUN
aiti-12683	184	39	calibration	calibration	NOUN
aiti-12683	184	40	validation	validation	NOUN
aiti-12683	184	41	r	r	NOUN
aiti-12683	184	42	r2	r2	PROPN
aiti-12683	184	43	rmse	rmse	NOUN
aiti-12683	184	44	(	(	PUNCT
aiti-12683	184	45	g/100	g/100	PROPN
aiti-12683	184	46	g	g	NOUN
aiti-12683	184	47	)	)	PUNCT
aiti-12683	184	48	rpd	rpd	PROPN
aiti-12683	184	49	r	r	PROPN
aiti-12683	184	50	r2	r2	PROPN
aiti-12683	184	51	rmse	rmse	NOUN
aiti-12683	184	52	(	(	PUNCT
aiti-12683	184	53	g/100	g/100	PROPN
aiti-12683	184	54	g	g	NOUN
aiti-12683	184	55	)	)	PUNCT
aiti-12683	184	56	rpd	rpd	PROPN
aiti-12683	184	57	mlr	mlr	PROPN
aiti-12683	184	58	rnorm	rnorm	PROPN
aiti-12683	184	59	wl	wl	PROPN
aiti-12683	184	60	6	6	NUM
aiti-12683	184	61	0.93	0.93	NUM
aiti-12683	184	62	0.86	0.86	NUM
aiti-12683	184	63	0.014	0.014	NUM
aiti-12683	184	64	2.6	2.6	NUM
aiti-12683	184	65	0.87	0.87	NUM
aiti-12683	184	66	0.77	0.77	NUM
aiti-12683	184	67	0.018	0.018	NUM
aiti-12683	184	68	2.1	2.1	NUM
aiti-12683	184	69	pls	pls	NOUN
aiti-12683	184	70	rsnv	rsnv	VERB
aiti-12683	184	71	lv	lv	PROPN
aiti-12683	184	72	11	11	NUM
aiti-12683	184	73	0.93	0.93	NUM
aiti-12683	184	74	0.87	0.87	NUM
aiti-12683	184	75	0.013	0.013	NUM
aiti-12683	184	76	2.8	2.8	NUM
aiti-12683	184	77	0.92	0.92	NUM
aiti-12683	184	78	0.84	0.84	NUM
aiti-12683	184	79	0.014	0.014	NUM
aiti-12683	184	80	2.5	2.5	NUM
aiti-12683	184	81	pcr	pcr	ADJ
aiti-12683	184	82	rdg1	rdg1	NOUN
aiti-12683	184	83	pc	pc	NOUN
aiti-12683	184	84	8	8	NUM
aiti-12683	184	85	0.87	0.87	NUM
aiti-12683	184	86	0.76	0.76	NUM
aiti-12683	184	87	0.018	0.018	NUM
aiti-12683	184	88	2.0	2.0	NUM
aiti-12683	184	89	0.85	0.85	NUM
aiti-12683	184	90	0.73	0.73	NUM
aiti-12683	184	91	0.019	0.019	NUM
aiti-12683	184	92	1.9	1.9	NUM
aiti-12683	184	93	wl	wl	NOUN
aiti-12683	184	94	:	:	PUNCT
aiti-12683	184	95	number	number	NOUN
aiti-12683	184	96	of	of	ADP
aiti-12683	184	97	wavelengths	wavelength	NOUN
aiti-12683	184	98	,	,	PUNCT
aiti-12683	184	99	lv	lv	ADJ
aiti-12683	184	100	:	:	PUNCT
aiti-12683	184	101	number	number	NOUN
aiti-12683	184	102	of	of	ADP
aiti-12683	184	103	latent	latent	NOUN
aiti-12683	184	104	variables	variable	NOUN
aiti-12683	184	105	,	,	PUNCT
aiti-12683	184	106	pc	pc	NOUN
aiti-12683	184	107	:	:	PUNCT
aiti-12683	184	108	number	number	NOUN
aiti-12683	184	109	of	of	ADP
aiti-12683	184	110	principal	principal	ADJ
aiti-12683	184	111	components	component	NOUN
aiti-12683	184	112	,	,	PUNCT
aiti-12683	184	113	r	r	NOUN
aiti-12683	184	114	:	:	PUNCT
aiti-12683	184	115	coefficient	coefficient	NOUN
aiti-12683	184	116	correlation	correlation	NOUN
aiti-12683	184	117	,	,	PUNCT
aiti-12683	184	118	r2	r2	PROPN
aiti-12683	184	119	:	:	PUNCT
aiti-12683	184	120	coefficient	coefficient	NOUN
aiti-12683	184	121	determination	determination	NOUN
aiti-12683	184	122	,	,	PUNCT
aiti-12683	184	123	rmse	rmse	NOUN
aiti-12683	184	124	:	:	PUNCT
aiti-12683	184	125	root	root	NOUN
aiti-12683	184	126	mean	mean	VERB
aiti-12683	184	127	square	square	NOUN
aiti-12683	184	128	error	error	NOUN
aiti-12683	184	129	,	,	PUNCT
aiti-12683	184	130	rpd	rpd	PROPN
aiti-12683	184	131	:	:	PUNCT
aiti-12683	184	132	ratio	ratio	NOUN
aiti-12683	184	133	of	of	ADP
aiti-12683	184	134	performance	performance	NOUN
aiti-12683	184	135	deviation	deviation	NOUN
aiti-12683	184	136	.	.	PUNCT
aiti-12683	185	1	rpd	rpd	PROPN
aiti-12683	185	2	is	be	AUX
aiti-12683	185	3	an	an	DET
aiti-12683	185	4	indicator	indicator	NOUN
aiti-12683	185	5	to	to	PART
aiti-12683	185	6	understand	understand	VERB
aiti-12683	185	7	the	the	DET
aiti-12683	185	8	reliability	reliability	NOUN
aiti-12683	185	9	of	of	ADP
aiti-12683	185	10	the	the	DET
aiti-12683	185	11	model	model	NOUN
aiti-12683	185	12	in	in	ADP
aiti-12683	185	13	predicting	predict	VERB
aiti-12683	185	14	total	total	ADJ
aiti-12683	185	15	nitrogen	nitrogen	NOUN
aiti-12683	185	16	content	content	NOUN
aiti-12683	185	17	.	.	PUNCT
aiti-12683	186	1	pls	pls	VERB
aiti-12683	186	2	with	with	ADP
aiti-12683	186	3	rsnv	rsnv	NOUN
aiti-12683	186	4	manifests	manifest	NOUN
aiti-12683	186	5	the	the	DET
aiti-12683	186	6	highest	high	ADJ
aiti-12683	186	7	rpd	rpd	NOUN
aiti-12683	186	8	values	value	NOUN
aiti-12683	186	9	,	,	PUNCT
aiti-12683	186	10	namely	namely	ADV
aiti-12683	186	11	2.8	2.8	NUM
aiti-12683	186	12	in	in	ADP
aiti-12683	186	13	the	the	DET
aiti-12683	186	14	calibration	calibration	NOUN
aiti-12683	186	15	stage	stage	NOUN
aiti-12683	186	16	and	and	CCONJ
aiti-12683	186	17	2.5	2.5	NUM
aiti-12683	186	18	in	in	ADP
aiti-12683	186	19	the	the	DET
aiti-12683	186	20	validation	validation	NOUN
aiti-12683	186	21	stage	stage	NOUN
aiti-12683	186	22	.	.	PUNCT
aiti-12683	187	1	a	a	DET
aiti-12683	187	2	relatively	relatively	ADV
aiti-12683	187	3	high	high	ADJ
aiti-12683	187	4	rpd	rpd	NOUN
aiti-12683	187	5	indicates	indicate	VERB
aiti-12683	187	6	that	that	SCONJ
aiti-12683	187	7	the	the	DET
aiti-12683	187	8	pls	pls	PROPN
aiti-12683	187	9	model	model	NOUN
aiti-12683	187	10	’s	’s	PART
aiti-12683	187	11	predictions	prediction	NOUN
aiti-12683	187	12	are	be	AUX
aiti-12683	187	13	accurate	accurate	ADJ
aiti-12683	187	14	and	and	CCONJ
aiti-12683	187	15	can	can	AUX
aiti-12683	187	16	provide	provide	VERB
aiti-12683	187	17	significant	significant	ADJ
aiti-12683	187	18	predictive	predictive	ADJ
aiti-12683	187	19	value	value	NOUN
aiti-12683	187	20	compared	compare	VERB
aiti-12683	187	21	to	to	ADP
aiti-12683	187	22	the	the	DET
aiti-12683	187	23	natural	natural	ADJ
aiti-12683	187	24	variation	variation	NOUN
aiti-12683	187	25	in	in	ADP
aiti-12683	187	26	the	the	DET
aiti-12683	187	27	data	datum	NOUN
aiti-12683	187	28	.	.	PUNCT
aiti-12683	188	1	specifically	specifically	ADV
aiti-12683	188	2	,	,	PUNCT
aiti-12683	188	3	the	the	DET
aiti-12683	188	4	high	high	ADJ
aiti-12683	188	5	rpd	rpd	NOUN
aiti-12683	188	6	in	in	ADP
aiti-12683	188	7	pls	pls	PROPN
aiti-12683	188	8	may	may	AUX
aiti-12683	188	9	be	be	AUX
aiti-12683	188	10	due	due	ADJ
aiti-12683	188	11	to	to	ADP
aiti-12683	188	12	its	its	PRON
aiti-12683	188	13	ability	ability	NOUN
aiti-12683	188	14	to	to	PART
aiti-12683	188	15	extract	extract	VERB
aiti-12683	188	16	relevant	relevant	ADJ
aiti-12683	188	17	information	information	NOUN
aiti-12683	188	18	from	from	ADP
aiti-12683	188	19	independent	independent	ADJ
aiti-12683	188	20	variables	variable	NOUN
aiti-12683	188	21	,	,	PUNCT
aiti-12683	188	22	thus	thus	ADV
aiti-12683	188	23	improving	improve	VERB
aiti-12683	188	24	prediction	prediction	NOUN
aiti-12683	188	25	accuracy	accuracy	NOUN
aiti-12683	188	26	.	.	PUNCT
aiti-12683	189	1	mlr	mlr	NOUN
aiti-12683	189	2	with	with	ADP
aiti-12683	189	3	rnorm	rnorm	NOUN
aiti-12683	189	4	also	also	ADV
aiti-12683	189	5	shows	show	VERB
aiti-12683	189	6	reasonably	reasonably	ADV
aiti-12683	189	7	good	good	ADJ
aiti-12683	189	8	rpd	rpd	NOUN
aiti-12683	189	9	,	,	PUNCT
aiti-12683	189	10	with	with	ADP
aiti-12683	189	11	values	value	NOUN
aiti-12683	189	12	of	of	ADP
aiti-12683	189	13	2.6	2.6	NUM
aiti-12683	189	14	in	in	ADP
aiti-12683	189	15	the	the	DET
aiti-12683	189	16	calibration	calibration	NOUN
aiti-12683	189	17	and	and	CCONJ
aiti-12683	189	18	2.1	2.1	NUM
aiti-12683	189	19	in	in	ADP
aiti-12683	189	20	the	the	DET
aiti-12683	189	21	validation	validation	NOUN
aiti-12683	189	22	.	.	PUNCT
aiti-12683	190	1	although	although	SCONJ
aiti-12683	190	2	not	not	PART
aiti-12683	190	3	as	as	ADV
aiti-12683	190	4	optimal	optimal	ADJ
aiti-12683	190	5	as	as	ADP
aiti-12683	190	6	pls	pls	PROPN
aiti-12683	190	7	,	,	PUNCT
aiti-12683	190	8	mlr	mlr	PROPN
aiti-12683	190	9	still	still	ADV
aiti-12683	190	10	provides	provide	VERB
aiti-12683	190	11	good	good	ADJ
aiti-12683	190	12	prediction	prediction	NOUN
aiti-12683	190	13	accuracy	accuracy	NOUN
aiti-12683	190	14	,	,	PUNCT
aiti-12683	190	15	especially	especially	ADV
aiti-12683	190	16	considering	consider	VERB
aiti-12683	190	17	its	its	PRON
aiti-12683	190	18	simplicity	simplicity	NOUN
aiti-12683	190	19	in	in	ADP
aiti-12683	190	20	interpretation	interpretation	NOUN
aiti-12683	190	21	.	.	PUNCT
aiti-12683	191	1	pcr	pcr	PROPN
aiti-12683	191	2	with	with	ADP
aiti-12683	191	3	rdg1	rdg1	PROPN
aiti-12683	191	4	,	,	PUNCT
aiti-12683	191	5	while	while	SCONJ
aiti-12683	191	6	having	have	VERB
aiti-12683	191	7	a	a	DET
aiti-12683	191	8	decent	decent	ADJ
aiti-12683	191	9	rpd	rpd	NOUN
aiti-12683	191	10	value	value	NOUN
aiti-12683	191	11	,	,	PUNCT
aiti-12683	191	12	shows	show	VERB
aiti-12683	191	13	lower	low	ADJ
aiti-12683	191	14	performance	performance	NOUN
aiti-12683	191	15	compared	compare	VERB
aiti-12683	191	16	to	to	ADP
aiti-12683	191	17	pls	pls	VERB
aiti-12683	191	18	and	and	CCONJ
aiti-12683	191	19	mlr	mlr	PROPN
aiti-12683	191	20	,	,	PUNCT
aiti-12683	191	21	with	with	ADP
aiti-12683	191	22	values	value	NOUN
aiti-12683	191	23	of	of	ADP
aiti-12683	191	24	2.0	2.0	NUM
aiti-12683	191	25	in	in	ADP
aiti-12683	191	26	the	the	DET
aiti-12683	191	27	calibration	calibration	NOUN
aiti-12683	191	28	and	and	CCONJ
aiti-12683	191	29	1.9	1.9	NUM
aiti-12683	191	30	in	in	ADP
aiti-12683	191	31	the	the	DET
aiti-12683	191	32	validation	validation	NOUN
aiti-12683	191	33	.	.	PUNCT
aiti-12683	192	1	this	this	DET
aiti-12683	192	2	lower	low	ADJ
aiti-12683	192	3	performance	performance	NOUN
aiti-12683	192	4	denotes	denote	NOUN
aiti-12683	192	5	that	that	SCONJ
aiti-12683	192	6	pcr	pcr	NOUN
aiti-12683	192	7	may	may	AUX
aiti-12683	192	8	not	not	PART
aiti-12683	192	9	be	be	AUX
aiti-12683	192	10	able	able	ADJ
aiti-12683	192	11	to	to	PART
aiti-12683	192	12	provide	provide	VERB
aiti-12683	192	13	prediction	prediction	NOUN
aiti-12683	192	14	accuracy	accuracy	NOUN
aiti-12683	192	15	as	as	ADV
aiti-12683	192	16	good	good	ADJ
aiti-12683	192	17	as	as	ADP
aiti-12683	192	18	pls	pls	PROPN
aiti-12683	192	19	and	and	CCONJ
aiti-12683	192	20	mlr	mlr	PROPN
aiti-12683	192	21	.	.	PROPN
aiti-12683	192	22	advances	advance	NOUN
aiti-12683	192	23	in	in	ADP
aiti-12683	192	24	technology	technology	NOUN
aiti-12683	192	25	innovation	innovation	NOUN
aiti-12683	192	26	,	,	PUNCT
aiti-12683	192	27	vol	vol	NOUN
aiti-12683	192	28	.	.	PROPN
aiti-12683	193	1	9	9	NUM
aiti-12683	193	2	,	,	PUNCT
aiti-12683	193	3	no	no	INTJ
aiti-12683	193	4	.	.	NOUN
aiti-12683	193	5	1	1	NUM
aiti-12683	193	6	,	,	PUNCT
aiti-12683	193	7	2024	2024	NUM
aiti-12683	193	8	,	,	PUNCT
aiti-12683	193	9	pp	pp	ADJ
aiti-12683	193	10	.	.	PUNCT
aiti-12683	194	1	50	50	NUM
aiti-12683	194	2	-	-	SYM
aiti-12683	194	3	64	64	NUM
aiti-12683	194	4	57	57	NUM
aiti-12683	194	5	the	the	DET
aiti-12683	194	6	research	research	NOUN
aiti-12683	194	7	conducted	conduct	VERB
aiti-12683	194	8	by	by	ADP
aiti-12683	194	9	munawar	munawar	PROPN
aiti-12683	194	10	et	et	PROPN
aiti-12683	194	11	al	al	PROPN
aiti-12683	194	12	.	.	PUNCT
aiti-12683	195	1	[	[	X
aiti-12683	195	2	12	12	NUM
aiti-12683	195	3	]	]	PUNCT
aiti-12683	195	4	deployed	deploy	VERB
aiti-12683	195	5	the	the	DET
aiti-12683	195	6	benchtop	benchtop	NOUN
aiti-12683	195	7	nir	nir	ADJ
aiti-12683	195	8	instrument	instrument	NOUN
aiti-12683	195	9	thermo	thermo	NOUN
aiti-12683	195	10	nicolet	nicolet	PROPN
aiti-12683	195	11	antaris	antaris	PROPN
aiti-12683	195	12	ii	ii	PROPN
aiti-12683	195	13	(	(	PUNCT
aiti-12683	195	14	thermo	thermo	PROPN
aiti-12683	195	15	fisher	fisher	PROPN
aiti-12683	195	16	scientific	scientific	PROPN
aiti-12683	195	17	inc	inc	PROPN
aiti-12683	195	18	,	,	PUNCT
aiti-12683	195	19	waltham	waltham	PROPN
aiti-12683	195	20	,	,	PUNCT
aiti-12683	195	21	usa	usa	PROPN
aiti-12683	195	22	)	)	PUNCT
aiti-12683	195	23	at	at	ADP
aiti-12683	195	24	1000	1000	NUM
aiti-12683	195	25	-	-	SYM
aiti-12683	195	26	2500	2500	NUM
aiti-12683	195	27	nm	nm	NOUN
aiti-12683	195	28	and	and	CCONJ
aiti-12683	195	29	used	use	VERB
aiti-12683	195	30	pcr	pcr	NOUN
aiti-12683	195	31	and	and	CCONJ
aiti-12683	195	32	pls	pls	VERB
aiti-12683	195	33	in	in	ADP
aiti-12683	195	34	40	40	NUM
aiti-12683	195	35	samples	sample	NOUN
aiti-12683	195	36	,	,	PUNCT
aiti-12683	195	37	resulting	result	VERB
aiti-12683	195	38	in	in	ADP
aiti-12683	195	39	r2	r2	PROPN
aiti-12683	195	40	values	value	NOUN
aiti-12683	195	41	of	of	ADP
aiti-12683	195	42	0.85	0.85	NUM
aiti-12683	195	43	and	and	CCONJ
aiti-12683	195	44	0.87	0.87	NUM
aiti-12683	195	45	,	,	PUNCT
aiti-12683	195	46	respectively	respectively	ADV
aiti-12683	195	47	exhibited	exhibit	VERB
aiti-12683	195	48	relatively	relatively	ADV
aiti-12683	195	49	similar	similar	ADJ
aiti-12683	195	50	performance	performance	NOUN
aiti-12683	195	51	to	to	ADP
aiti-12683	195	52	this	this	DET
aiti-12683	195	53	study	study	NOUN
aiti-12683	195	54	,	,	PUNCT
aiti-12683	195	55	achieving	achieve	VERB
aiti-12683	195	56	an	an	DET
aiti-12683	195	57	r2	r2	NOUN
aiti-12683	195	58	value	value	NOUN
aiti-12683	195	59	of	of	ADP
aiti-12683	195	60	0.86	0.86	NUM
aiti-12683	195	61	in	in	ADP
aiti-12683	195	62	the	the	DET
aiti-12683	195	63	mlr	mlr	NOUN
aiti-12683	195	64	and	and	CCONJ
aiti-12683	195	65	0.85	0.85	NUM
aiti-12683	195	66	in	in	ADP
aiti-12683	195	67	pcr	pcr	ADJ
aiti-12683	195	68	models	model	NOUN
aiti-12683	195	69	,	,	PUNCT
aiti-12683	195	70	but	but	CCONJ
aiti-12683	195	71	lower	low	ADJ
aiti-12683	195	72	than	than	ADP
aiti-12683	195	73	the	the	DET
aiti-12683	195	74	pls	pls	NOUN
aiti-12683	195	75	model	model	NOUN
aiti-12683	195	76	from	from	ADP
aiti-12683	195	77	this	this	DET
aiti-12683	195	78	study	study	NOUN
aiti-12683	195	79	.	.	PUNCT
aiti-12683	196	1	pls	pls	INTJ
aiti-12683	196	2	,	,	PUNCT
aiti-12683	196	3	through	through	ADP
aiti-12683	196	4	the	the	DET
aiti-12683	196	5	partial	partial	ADJ
aiti-12683	196	6	component	component	NOUN
aiti-12683	196	7	formation	formation	NOUN
aiti-12683	196	8	approach	approach	NOUN
aiti-12683	196	9	,	,	PUNCT
aiti-12683	196	10	can	can	AUX
aiti-12683	196	11	capture	capture	VERB
aiti-12683	196	12	complex	complex	ADJ
aiti-12683	196	13	patterns	pattern	NOUN
aiti-12683	196	14	in	in	ADP
aiti-12683	196	15	data	datum	NOUN
aiti-12683	196	16	and	and	CCONJ
aiti-12683	196	17	improve	improve	VERB
aiti-12683	196	18	prediction	prediction	NOUN
aiti-12683	196	19	accuracy	accuracy	NOUN
aiti-12683	196	20	.	.	PUNCT
aiti-12683	197	1	given	give	VERB
aiti-12683	197	2	such	such	ADJ
aiti-12683	197	3	results	result	NOUN
aiti-12683	197	4	,	,	PUNCT
aiti-12683	197	5	pls	pls	PRON
aiti-12683	197	6	may	may	AUX
aiti-12683	197	7	be	be	AUX
aiti-12683	197	8	the	the	DET
aiti-12683	197	9	primary	primary	ADJ
aiti-12683	197	10	choice	choice	NOUN
aiti-12683	197	11	for	for	ADP
aiti-12683	197	12	accurate	accurate	ADJ
aiti-12683	197	13	predictions	prediction	NOUN
aiti-12683	197	14	,	,	PUNCT
aiti-12683	197	15	while	while	SCONJ
aiti-12683	197	16	mlr	mlr	NOUN
aiti-12683	197	17	remains	remain	VERB
aiti-12683	197	18	relevant	relevant	ADJ
aiti-12683	197	19	for	for	ADP
aiti-12683	197	20	simple	simple	ADJ
aiti-12683	197	21	model	model	NOUN
aiti-12683	197	22	interpretation	interpretation	NOUN
aiti-12683	197	23	.	.	PUNCT
aiti-12683	198	1	moreover	moreover	ADV
aiti-12683	198	2	,	,	PUNCT
aiti-12683	198	3	pcr	pcr	PROPN
aiti-12683	198	4	may	may	AUX
aiti-12683	198	5	be	be	AUX
aiti-12683	198	6	an	an	DET
aiti-12683	198	7	alternative	alternative	NOUN
aiti-12683	198	8	in	in	ADP
aiti-12683	198	9	significant	significant	ADJ
aiti-12683	198	10	multicollinearity	multicollinearity	NOUN
aiti-12683	198	11	issues	issue	NOUN
aiti-12683	198	12	despite	despite	SCONJ
aiti-12683	198	13	the	the	DET
aiti-12683	198	14	disposition	disposition	NOUN
aiti-12683	198	15	of	of	ADP
aiti-12683	198	16	lower	low	ADJ
aiti-12683	198	17	performance	performance	NOUN
aiti-12683	198	18	.	.	PUNCT
aiti-12683	199	1	the	the	DET
aiti-12683	199	2	pls	pls	PROPN
aiti-12683	199	3	and	and	CCONJ
aiti-12683	199	4	pcr	pcr	NOUN
aiti-12683	199	5	models	model	NOUN
aiti-12683	199	6	are	be	AUX
aiti-12683	199	7	obtained	obtain	VERB
aiti-12683	199	8	by	by	ADP
aiti-12683	199	9	projecting	project	VERB
aiti-12683	199	10	spectral	spectral	ADJ
aiti-12683	199	11	data	datum	NOUN
aiti-12683	199	12	into	into	ADP
aiti-12683	199	13	smaller	small	ADJ
aiti-12683	199	14	dimensions	dimension	NOUN
aiti-12683	199	15	,	,	PUNCT
aiti-12683	199	16	i.e.	i.e.	X
aiti-12683	199	17	,	,	PUNCT
aiti-12683	199	18	lv	lv	PROPN
aiti-12683	199	19	for	for	ADP
aiti-12683	199	20	pls	pls	INTJ
aiti-12683	199	21	and	and	CCONJ
aiti-12683	199	22	pc	pc	NOUN
aiti-12683	199	23	for	for	ADP
aiti-12683	199	24	pcr	pcr	NOUN
aiti-12683	199	25	.	.	PUNCT
aiti-12683	200	1	however	however	ADV
aiti-12683	200	2	,	,	PUNCT
aiti-12683	200	3	in	in	ADP
aiti-12683	200	4	practical	practical	ADJ
aiti-12683	200	5	terms	term	NOUN
aiti-12683	200	6	,	,	PUNCT
aiti-12683	200	7	it	it	PRON
aiti-12683	200	8	is	be	AUX
aiti-12683	200	9	challenging	challenge	VERB
aiti-12683	200	10	to	to	PART
aiti-12683	200	11	implement	implement	VERB
aiti-12683	200	12	this	this	PRON
aiti-12683	200	13	for	for	ADP
aiti-12683	200	14	building	build	VERB
aiti-12683	200	15	portable	portable	ADJ
aiti-12683	200	16	measuring	measuring	NOUN
aiti-12683	200	17	devices	device	NOUN
aiti-12683	200	18	.	.	PUNCT
aiti-12683	201	1	on	on	ADP
aiti-12683	201	2	the	the	DET
aiti-12683	201	3	other	other	ADJ
aiti-12683	201	4	hand	hand	NOUN
aiti-12683	201	5	,	,	PUNCT
aiti-12683	201	6	the	the	DET
aiti-12683	201	7	mlr	mlr	NOUN
aiti-12683	201	8	model	model	NOUN
aiti-12683	201	9	enables	enable	VERB
aiti-12683	201	10	the	the	DET
aiti-12683	201	11	direct	direct	ADJ
aiti-12683	201	12	use	use	NOUN
aiti-12683	201	13	of	of	ADP
aiti-12683	201	14	spectral	spectral	ADJ
aiti-12683	201	15	data	datum	NOUN
aiti-12683	201	16	as	as	ADP
aiti-12683	201	17	input	input	NOUN
aiti-12683	201	18	for	for	ADP
aiti-12683	201	19	the	the	DET
aiti-12683	201	20	portable	portable	ADJ
aiti-12683	201	21	model	model	NOUN
aiti-12683	201	22	to	to	PART
aiti-12683	201	23	be	be	AUX
aiti-12683	201	24	constructed	construct	VERB
aiti-12683	201	25	.	.	PUNCT
aiti-12683	202	1	the	the	DET
aiti-12683	202	2	specified	specified	ADJ
aiti-12683	202	3	wavelengths	wavelength	NOUN
aiti-12683	202	4	in	in	ADP
aiti-12683	202	5	model	model	NOUN
aiti-12683	202	6	5	5	NUM
aiti-12683	202	7	correlating	correlate	VERB
aiti-12683	202	8	highly	highly	ADV
aiti-12683	202	9	with	with	ADP
aiti-12683	202	10	total	total	ADJ
aiti-12683	202	11	nitrogen	nitrogen	NOUN
aiti-12683	202	12	,	,	PUNCT
aiti-12683	202	13	are	be	AUX
aiti-12683	202	14	1871	1871	NUM
aiti-12683	202	15	,	,	PUNCT
aiti-12683	202	16	2059	2059	NUM
aiti-12683	202	17	,	,	PUNCT
aiti-12683	202	18	1873	1873	NUM
aiti-12683	202	19	,	,	PUNCT
aiti-12683	202	20	1929	1929	NUM
aiti-12683	202	21	,	,	PUNCT
aiti-12683	202	22	2013	2013	NUM
aiti-12683	202	23	,	,	PUNCT
aiti-12683	202	24	and	and	CCONJ
aiti-12683	202	25	2082	2082	NUM
aiti-12683	202	26	nm	nm	NOUN
aiti-12683	202	27	(	(	PUNCT
aiti-12683	202	28	fig	fig	NOUN
aiti-12683	202	29	.	.	NOUN
aiti-12683	203	1	1	1	NUM
aiti-12683	203	2	)	)	PUNCT
aiti-12683	203	3	,	,	PUNCT
aiti-12683	203	4	with	with	ADP
aiti-12683	203	5	a	a	DET
aiti-12683	203	6	correlation	correlation	NOUN
aiti-12683	203	7	coefficient	coefficient	NOUN
aiti-12683	203	8	of	of	ADP
aiti-12683	203	9	0.93	0.93	NUM
aiti-12683	203	10	(	(	PUNCT
aiti-12683	203	11	table	table	NOUN
aiti-12683	203	12	3	3	NUM
aiti-12683	203	13	)	)	PUNCT
aiti-12683	203	14	.	.	PUNCT
aiti-12683	204	1	fig	fig	NOUN
aiti-12683	204	2	.	.	PUNCT
aiti-12683	205	1	1	1	NUM
aiti-12683	205	2	shows	show	VERB
aiti-12683	205	3	the	the	DET
aiti-12683	205	4	normalized	normalize	VERB
aiti-12683	205	5	reflectance	reflectance	NOUN
aiti-12683	205	6	spectra	spectra	NOUN
aiti-12683	205	7	from	from	ADP
aiti-12683	205	8	all	all	DET
aiti-12683	205	9	soil	soil	NOUN
aiti-12683	205	10	samples	sample	NOUN
aiti-12683	205	11	in	in	ADP
aiti-12683	205	12	1800	1800	NUM
aiti-12683	205	13	-	-	SYM
aiti-12683	205	14	2100	2100	NUM
aiti-12683	205	15	nm	nm	NOUN
aiti-12683	205	16	and	and	CCONJ
aiti-12683	205	17	the	the	DET
aiti-12683	205	18	contribution	contribution	NOUN
aiti-12683	205	19	of	of	ADP
aiti-12683	205	20	each	each	DET
aiti-12683	205	21	wavelength	wavelength	NOUN
aiti-12683	205	22	to	to	ADP
aiti-12683	205	23	the	the	DET
aiti-12683	205	24	correlation	correlation	NOUN
aiti-12683	205	25	coefficient	coefficient	NOUN
aiti-12683	205	26	that	that	PRON
aiti-12683	205	27	has	have	AUX
aiti-12683	205	28	been	be	AUX
aiti-12683	205	29	achieved	achieve	VERB
aiti-12683	205	30	.	.	PUNCT
aiti-12683	206	1	the	the	DET
aiti-12683	206	2	wavelength	wavelength	NOUN
aiti-12683	206	3	of	of	ADP
aiti-12683	206	4	1871	1871	NUM
aiti-12683	206	5	nm	nm	PROPN
aiti-12683	206	6	provides	provide	VERB
aiti-12683	206	7	the	the	DET
aiti-12683	206	8	highest	high	ADJ
aiti-12683	206	9	contribution	contribution	NOUN
aiti-12683	206	10	to	to	ADP
aiti-12683	206	11	the	the	DET
aiti-12683	206	12	correlation	correlation	NOUN
aiti-12683	206	13	coefficient	coefficient	NOUN
aiti-12683	206	14	of	of	ADP
aiti-12683	206	15	the	the	DET
aiti-12683	206	16	mlr	mlr	PROPN
aiti-12683	206	17	model	model	NOUN
aiti-12683	206	18	(	(	PUNCT
aiti-12683	206	19	model	model	NOUN
aiti-12683	206	20	5	5	NUM
aiti-12683	206	21	)	)	PUNCT
aiti-12683	206	22	,	,	PUNCT
aiti-12683	206	23	amounting	amount	VERB
aiti-12683	206	24	to	to	ADP
aiti-12683	206	25	78.2	78.2	NUM
aiti-12683	206	26	%	%	NOUN
aiti-12683	206	27	,	,	PUNCT
aiti-12683	206	28	following	follow	VERB
aiti-12683	206	29	8.6	8.6	NUM
aiti-12683	206	30	%	%	NOUN
aiti-12683	206	31	in	in	ADP
aiti-12683	206	32	1929	1929	NUM
aiti-12683	206	33	nm	nm	PROPN
aiti-12683	207	1	.	.	PUNCT
aiti-12683	207	2	fig	fig	NOUN
aiti-12683	207	3	.	.	PUNCT
aiti-12683	208	1	2	2	NUM
aiti-12683	208	2	illustrates	illustrate	VERB
aiti-12683	208	3	the	the	DET
aiti-12683	208	4	calibration	calibration	NOUN
aiti-12683	208	5	and	and	CCONJ
aiti-12683	208	6	validation	validation	NOUN
aiti-12683	208	7	results	result	NOUN
aiti-12683	208	8	between	between	ADP
aiti-12683	208	9	actual	actual	ADJ
aiti-12683	208	10	total	total	ADJ
aiti-12683	208	11	nitrogen	nitrogen	NOUN
aiti-12683	208	12	and	and	CCONJ
aiti-12683	208	13	predicted	predict	VERB
aiti-12683	208	14	total	total	ADJ
aiti-12683	208	15	nitrogen	nitrogen	NOUN
aiti-12683	208	16	,	,	PUNCT
aiti-12683	208	17	yielding	yield	VERB
aiti-12683	208	18	calibration	calibration	NOUN
aiti-12683	208	19	determination	determination	NOUN
aiti-12683	208	20	coefficients	coefficient	NOUN
aiti-12683	208	21	(	(	PUNCT
aiti-12683	208	22	r2	r2	PROPN
aiti-12683	208	23	)	)	PUNCT
aiti-12683	208	24	of	of	ADP
aiti-12683	208	25	0.86	0.86	NUM
aiti-12683	208	26	,	,	PUNCT
aiti-12683	208	27	validation	validation	NOUN
aiti-12683	208	28	root	root	NOUN
aiti-12683	208	29	mean	mean	VERB
aiti-12683	208	30	square	square	ADJ
aiti-12683	208	31	error	error	NOUN
aiti-12683	208	32	(	(	PUNCT
aiti-12683	208	33	rmsev	rmsev	NOUN
aiti-12683	208	34	)	)	PUNCT
aiti-12683	208	35	of	of	ADP
aiti-12683	208	36	0.018	0.018	NUM
aiti-12683	208	37	g/100	g/100	NOUN
aiti-12683	208	38	g	g	NOUN
aiti-12683	208	39	,	,	PUNCT
aiti-12683	208	40	and	and	CCONJ
aiti-12683	208	41	validation	validation	NOUN
aiti-12683	208	42	ratio	ratio	NOUN
aiti-12683	208	43	of	of	ADP
aiti-12683	208	44	performance	performance	NOUN
aiti-12683	208	45	to	to	ADP
aiti-12683	208	46	deviation	deviation	NOUN
aiti-12683	208	47	(	(	PUNCT
aiti-12683	208	48	rpdv	rpdv	NOUN
aiti-12683	208	49	)	)	PUNCT
aiti-12683	208	50	of	of	ADP
aiti-12683	208	51	2.1	2.1	NUM
aiti-12683	208	52	.	.	PUNCT
aiti-12683	209	1	fig	fig	NOUN
aiti-12683	209	2	.	.	PUNCT
aiti-12683	210	1	1	1	NUM
aiti-12683	210	2	wavelength	wavelength	NOUN
aiti-12683	210	3	contribution	contribution	NOUN
aiti-12683	210	4	to	to	ADP
aiti-12683	210	5	mlr	mlr	PROPN
aiti-12683	210	6	model	model	NOUN
aiti-12683	210	7	(	(	PUNCT
aiti-12683	210	8	model	model	NOUN
aiti-12683	210	9	5	5	NUM
aiti-12683	210	10	)	)	PUNCT
aiti-12683	210	11	for	for	ADP
aiti-12683	210	12	total	total	ADJ
aiti-12683	210	13	nitrogen	nitrogen	NOUN
aiti-12683	210	14	prediction	prediction	NOUN
aiti-12683	210	15	fig	fig	NOUN
aiti-12683	210	16	.	.	PUNCT
aiti-12683	211	1	2	2	NUM
aiti-12683	211	2	mlr	mlr	NOUN
aiti-12683	211	3	model	model	NOUN
aiti-12683	211	4	(	(	PUNCT
aiti-12683	211	5	model	model	NOUN
aiti-12683	211	6	5	5	NUM
aiti-12683	211	7	)	)	PUNCT
aiti-12683	211	8	calibration	calibration	NOUN
aiti-12683	211	9	and	and	CCONJ
aiti-12683	211	10	validation	validation	NOUN
aiti-12683	211	11	for	for	ADP
aiti-12683	211	12	predicted	predict	VERB
aiti-12683	211	13	total	total	ADJ
aiti-12683	211	14	nitrogen	nitrogen	NOUN
aiti-12683	211	15	advances	advance	NOUN
aiti-12683	211	16	in	in	ADP
aiti-12683	211	17	technology	technology	NOUN
aiti-12683	211	18	innovation	innovation	NOUN
aiti-12683	211	19	,	,	PUNCT
aiti-12683	211	20	vol	vol	NOUN
aiti-12683	211	21	.	.	PROPN
aiti-12683	211	22	9	9	NUM
aiti-12683	211	23	,	,	PUNCT
aiti-12683	211	24	no	no	INTJ
aiti-12683	211	25	.	.	NOUN
aiti-12683	211	26	1	1	NUM
aiti-12683	211	27	,	,	PUNCT
aiti-12683	211	28	2024	2024	NUM
aiti-12683	211	29	,	,	PUNCT
aiti-12683	211	30	pp	pp	ADJ
aiti-12683	211	31	.	.	PUNCT
aiti-12683	212	1	50	50	NUM
aiti-12683	212	2	-	-	SYM
aiti-12683	212	3	64	64	NUM
aiti-12683	212	4	58	58	NUM
aiti-12683	212	5	(	(	PUNCT
aiti-12683	212	6	2	2	NUM
aiti-12683	212	7	)	)	PUNCT
aiti-12683	212	8	total	total	ADJ
aiti-12683	212	9	phosphorus	phosphorus	NOUN
aiti-12683	212	10	the	the	DET
aiti-12683	212	11	selected	select	VERB
aiti-12683	212	12	mlr	mlr	NOUN
aiti-12683	212	13	model	model	NOUN
aiti-12683	212	14	for	for	ADP
aiti-12683	212	15	estimating	estimate	VERB
aiti-12683	212	16	total	total	ADJ
aiti-12683	212	17	phosphorus	phosphorus	NOUN
aiti-12683	212	18	is	be	AUX
aiti-12683	212	19	presented	present	VERB
aiti-12683	212	20	in	in	ADP
aiti-12683	212	21	table	table	NOUN
aiti-12683	212	22	5	5	NUM
aiti-12683	212	23	.	.	PUNCT
aiti-12683	213	1	all	all	DET
aiti-12683	213	2	data	datum	NOUN
aiti-12683	213	3	pretreatment	pretreatment	NOUN
aiti-12683	213	4	can	can	AUX
aiti-12683	213	5	improve	improve	VERB
aiti-12683	213	6	the	the	DET
aiti-12683	213	7	performance	performance	NOUN
aiti-12683	213	8	of	of	ADP
aiti-12683	213	9	phosphorus	phosphorus	NOUN
aiti-12683	213	10	estimation	estimation	NOUN
aiti-12683	213	11	compared	compare	VERB
aiti-12683	213	12	to	to	ADP
aiti-12683	213	13	employing	employ	VERB
aiti-12683	213	14	only	only	ADV
aiti-12683	213	15	raw	raw	ADJ
aiti-12683	213	16	reflectance	reflectance	NOUN
aiti-12683	213	17	data	datum	NOUN
aiti-12683	213	18	.	.	PUNCT
aiti-12683	214	1	based	base	VERB
aiti-12683	214	2	on	on	ADP
aiti-12683	214	3	the	the	DET
aiti-12683	214	4	calibration	calibration	NOUN
aiti-12683	214	5	results	result	NOUN
aiti-12683	214	6	,	,	PUNCT
aiti-12683	214	7	the	the	DET
aiti-12683	214	8	best	good	ADJ
aiti-12683	214	9	performance	performance	NOUN
aiti-12683	214	10	is	be	AUX
aiti-12683	214	11	attained	attain	VERB
aiti-12683	214	12	by	by	ADP
aiti-12683	214	13	model	model	NOUN
aiti-12683	214	14	5	5	NUM
aiti-12683	214	15	with	with	ADP
aiti-12683	214	16	data	datum	NOUN
aiti-12683	214	17	pretreatment	pretreatment	NOUN
aiti-12683	214	18	of	of	ADP
aiti-12683	214	19	normalization	normalization	NOUN
aiti-12683	214	20	of	of	ADP
aiti-12683	214	21	reflectance	reflectance	NOUN
aiti-12683	214	22	,	,	PUNCT
aiti-12683	214	23	indicated	indicate	VERB
aiti-12683	214	24	by	by	ADP
aiti-12683	214	25	the	the	DET
aiti-12683	214	26	highest	high	ADJ
aiti-12683	214	27	values	value	NOUN
aiti-12683	214	28	of	of	ADP
aiti-12683	214	29	r	r	NOUN
aiti-12683	214	30	,	,	PUNCT
aiti-12683	214	31	r2	r2	NOUN
aiti-12683	214	32	,	,	PUNCT
aiti-12683	214	33	and	and	CCONJ
aiti-12683	214	34	rpd	rpd	PROPN
aiti-12683	214	35	,	,	PUNCT
aiti-12683	214	36	followed	follow	VERB
aiti-12683	214	37	by	by	ADP
aiti-12683	214	38	the	the	DET
aiti-12683	214	39	smallest	small	ADJ
aiti-12683	214	40	rmse	rmse	ADJ
aiti-12683	214	41	values	value	NOUN
aiti-12683	214	42	of	of	ADP
aiti-12683	214	43	0.92	0.92	NUM
aiti-12683	214	44	,	,	PUNCT
aiti-12683	214	45	0.85	0.85	NUM
aiti-12683	214	46	,	,	PUNCT
aiti-12683	214	47	2.6	2.6	NUM
aiti-12683	214	48	,	,	PUNCT
aiti-12683	214	49	and	and	CCONJ
aiti-12683	214	50	0.028	0.028	NUM
aiti-12683	214	51	g/100	g/100	NUM
aiti-12683	214	52	g	g	NOUN
aiti-12683	214	53	,	,	PUNCT
aiti-12683	214	54	respectively	respectively	ADV
aiti-12683	214	55	in	in	ADP
aiti-12683	214	56	the	the	DET
aiti-12683	214	57	calibration	calibration	NOUN
aiti-12683	214	58	data	datum	NOUN
aiti-12683	214	59	set	set	VERB
aiti-12683	214	60	.	.	PUNCT
aiti-12683	215	1	similar	similar	ADJ
aiti-12683	215	2	to	to	ADP
aiti-12683	215	3	total	total	ADJ
aiti-12683	215	4	nitrogen	nitrogen	NOUN
aiti-12683	215	5	estimation	estimation	NOUN
aiti-12683	215	6	,	,	PUNCT
aiti-12683	215	7	normalization	normalization	NOUN
aiti-12683	215	8	in	in	ADP
aiti-12683	215	9	phosphorus	phosphorus	NOUN
aiti-12683	215	10	estimation	estimation	NOUN
aiti-12683	215	11	can	can	AUX
aiti-12683	215	12	also	also	ADV
aiti-12683	215	13	assist	assist	VERB
aiti-12683	215	14	in	in	ADP
aiti-12683	215	15	addressing	address	VERB
aiti-12683	215	16	the	the	DET
aiti-12683	215	17	nonlinearity	nonlinearity	NOUN
aiti-12683	215	18	effects	effect	NOUN
aiti-12683	215	19	caused	cause	VERB
aiti-12683	215	20	by	by	ADP
aiti-12683	215	21	large	large	ADJ
aiti-12683	215	22	-	-	PUNCT
aiti-12683	215	23	scale	scale	NOUN
aiti-12683	215	24	spectra	spectra	ADJ
aiti-12683	215	25	variations	variation	NOUN
aiti-12683	215	26	.	.	PUNCT
aiti-12683	216	1	normalization	normalization	NOUN
aiti-12683	216	2	can	can	AUX
aiti-12683	216	3	improve	improve	VERB
aiti-12683	216	4	the	the	DET
aiti-12683	216	5	consistency	consistency	NOUN
aiti-12683	216	6	and	and	CCONJ
aiti-12683	216	7	stability	stability	NOUN
aiti-12683	216	8	of	of	ADP
aiti-12683	216	9	the	the	DET
aiti-12683	216	10	spectrum	spectrum	NOUN
aiti-12683	216	11	in	in	ADP
aiti-12683	216	12	mlr	mlr	NOUN
aiti-12683	216	13	analysis	analysis	NOUN
aiti-12683	216	14	,	,	PUNCT
aiti-12683	216	15	thereby	thereby	ADV
aiti-12683	216	16	enhancing	enhance	VERB
aiti-12683	216	17	the	the	DET
aiti-12683	216	18	model	model	NOUN
aiti-12683	216	19	’s	’s	PART
aiti-12683	216	20	ability	ability	NOUN
aiti-12683	216	21	to	to	PART
aiti-12683	216	22	capture	capture	VERB
aiti-12683	216	23	the	the	DET
aiti-12683	216	24	linear	linear	ADJ
aiti-12683	216	25	relationship	relationship	NOUN
aiti-12683	216	26	between	between	ADP
aiti-12683	216	27	spectral	spectral	ADJ
aiti-12683	216	28	data	datum	NOUN
aiti-12683	216	29	and	and	CCONJ
aiti-12683	216	30	total	total	ADJ
aiti-12683	216	31	phosphorus	phosphorus	NOUN
aiti-12683	216	32	.	.	PUNCT
aiti-12683	217	1	table	table	NOUN
aiti-12683	217	2	5	5	NUM
aiti-12683	217	3	mlr	mlr	NOUN
aiti-12683	217	4	model	model	NOUN
aiti-12683	217	5	calibration	calibration	PROPN
aiti-12683	217	6	and	and	CCONJ
aiti-12683	217	7	validation	validation	NOUN
aiti-12683	217	8	result	result	NOUN
aiti-12683	217	9	for	for	ADP
aiti-12683	217	10	estimating	estimate	VERB
aiti-12683	217	11	total	total	ADJ
aiti-12683	217	12	phosphorus	phosphorus	NOUN
aiti-12683	217	13	with	with	ADP
aiti-12683	217	14	several	several	ADJ
aiti-12683	217	15	pretreatment	pretreatment	NOUN
aiti-12683	217	16	spectra	spectra	PROPN
aiti-12683	217	17	data	data	PROPN
aiti-12683	217	18	model	model	PROPN
aiti-12683	217	19	spectra	spectra	PROPN
aiti-12683	217	20	pretreatment	pretreatment	NOUN
aiti-12683	217	21	data	datum	NOUN
aiti-12683	217	22	number	number	NOUN
aiti-12683	217	23	of	of	ADP
aiti-12683	217	24	wavelengths	wavelength	NOUN
aiti-12683	217	25	calibration	calibration	NOUN
aiti-12683	217	26	validation	validation	NOUN
aiti-12683	217	27	r	r	NOUN
aiti-12683	217	28	r2	r2	PROPN
aiti-12683	217	29	rmse	rmse	NOUN
aiti-12683	217	30	(	(	PUNCT
aiti-12683	217	31	g/100	g/100	PROPN
aiti-12683	217	32	g	g	NOUN
aiti-12683	217	33	)	)	PUNCT
aiti-12683	217	34	rpd	rpd	PROPN
aiti-12683	217	35	rmse	rmse	PROPN
aiti-12683	217	36	(	(	PUNCT
aiti-12683	217	37	g/100	g/100	PROPN
aiti-12683	217	38	g	g	NOUN
aiti-12683	217	39	)	)	PUNCT
aiti-12683	217	40	rpd	rpd	NOUN
aiti-12683	218	1	1	1	NUM
aiti-12683	218	2	r	r	NOUN
aiti-12683	218	3	(	(	PUNCT
aiti-12683	218	4	raw	raw	ADJ
aiti-12683	218	5	data	datum	NOUN
aiti-12683	218	6	)	)	PUNCT
aiti-12683	218	7	7	7	NUM
aiti-12683	218	8	0.78	0.78	NUM
aiti-12683	218	9	0.60	0.60	NUM
aiti-12683	218	10	0.045	0.045	NUM
aiti-12683	218	11	1.6	1.6	NUM
aiti-12683	218	12	0.056	0.056	NUM
aiti-12683	218	13	1.2	1.2	NUM
aiti-12683	218	14	2	2	NUM
aiti-12683	218	15	rdg1	rdg1	NOUN
aiti-12683	218	16	13	13	NUM
aiti-12683	218	17	0.91	0.91	NUM
aiti-12683	218	18	0.82	0.82	NUM
aiti-12683	218	19	0.030	0.030	NUM
aiti-12683	218	20	2.3	2.3	NUM
aiti-12683	218	21	0.056	0.056	NUM
aiti-12683	218	22	1.2	1.2	NUM
aiti-12683	218	23	3	3	NUM
aiti-12683	218	24	rdg2	rdg2	NOUN
aiti-12683	218	25	10	10	NUM
aiti-12683	218	26	0.90	0.90	NUM
aiti-12683	218	27	0.81	0.81	NUM
aiti-12683	218	28	0.031	0.031	NUM
aiti-12683	218	29	2.3	2.3	NUM
aiti-12683	218	30	0.043	0.043	NUM
aiti-12683	218	31	1.5	1.5	NUM
aiti-12683	218	32	4	4	NUM
aiti-12683	218	33	rsnv	rsnv	NOUN
aiti-12683	218	34	10	10	NUM
aiti-12683	218	35	0.90	0.90	NUM
aiti-12683	218	36	0.81	0.81	NUM
aiti-12683	218	37	0.031	0.031	NUM
aiti-12683	218	38	2.3	2.3	NUM
aiti-12683	218	39	0.039	0.039	NUM
aiti-12683	218	40	1.7	1.7	NUM
aiti-12683	218	41	5	5	NUM
aiti-12683	218	42	rnorm	rnorm	NOUN
aiti-12683	218	43	13	13	NUM
aiti-12683	218	44	0.92	0.92	NUM
aiti-12683	218	45	0.85	0.85	NUM
aiti-12683	218	46	0.028	0.028	NUM
aiti-12683	218	47	2.6	2.6	NUM
aiti-12683	218	48	0.036	0.036	NUM
aiti-12683	218	49	1.9	1.9	NUM
aiti-12683	218	50	6	6	NUM
aiti-12683	218	51	a	a	DET
aiti-12683	218	52	7	7	NUM
aiti-12683	218	53	0.79	0.79	NUM
aiti-12683	218	54	0.63	0.63	NUM
aiti-12683	218	55	0.043	0.043	NUM
aiti-12683	218	56	1.6	1.6	NUM
aiti-12683	218	57	0.050	0.050	NUM
aiti-12683	218	58	1.3	1.3	NUM
aiti-12683	218	59	7	7	NUM
aiti-12683	218	60	adg1	adg1	NOUN
aiti-12683	218	61	12	12	NUM
aiti-12683	218	62	0.90	0.90	NUM
aiti-12683	218	63	0.82	0.82	NUM
aiti-12683	218	64	0.030	0.030	NUM
aiti-12683	218	65	2.3	2.3	NUM
aiti-12683	218	66	0.052	0.052	NUM
aiti-12683	218	67	1.3	1.3	NUM
aiti-12683	218	68	8	8	NUM
aiti-12683	218	69	adg2	adg2	NOUN
aiti-12683	218	70	11	11	NUM
aiti-12683	218	71	0.91	0.91	NUM
aiti-12683	218	72	0.82	0.82	NUM
aiti-12683	218	73	0.030	0.030	NUM
aiti-12683	218	74	2.4	2.4	NUM
aiti-12683	218	75	0.055	0.055	NUM
aiti-12683	218	76	1.2	1.2	NUM
aiti-12683	218	77	9	9	NUM
aiti-12683	218	78	asnv	asnv	NOUN
aiti-12683	218	79	12	12	NUM
aiti-12683	218	80	0.91	0.91	NUM
aiti-12683	218	81	0.82	0.82	NUM
aiti-12683	218	82	0.030	0.030	NUM
aiti-12683	218	83	2.3	2.3	NUM
aiti-12683	218	84	0.036	0.036	NUM
aiti-12683	218	85	1.8	1.8	NUM
aiti-12683	218	86	10	10	NUM
aiti-12683	218	87	anorm	anorm	NOUN
aiti-12683	218	88	10	10	NUM
aiti-12683	218	89	0.91	0.91	NUM
aiti-12683	218	90	0.83	0.83	NUM
aiti-12683	218	91	0.030	0.030	NUM
aiti-12683	218	92	2.4	2.4	NUM
aiti-12683	218	93	0.034	0.034	NUM
aiti-12683	218	94	1.9	1.9	NUM
aiti-12683	218	95	the	the	DET
aiti-12683	218	96	best	good	ADJ
aiti-12683	218	97	model	model	NOUN
aiti-12683	218	98	is	be	AUX
aiti-12683	218	99	marked	mark	VERB
aiti-12683	218	100	in	in	ADP
aiti-12683	218	101	bold	bold	ADJ
aiti-12683	218	102	,	,	PUNCT
aiti-12683	218	103	r	r	NOUN
aiti-12683	218	104	:	:	PUNCT
aiti-12683	218	105	coefficient	coefficient	NOUN
aiti-12683	218	106	correlation	correlation	NOUN
aiti-12683	218	107	,	,	PUNCT
aiti-12683	218	108	r2	r2	PROPN
aiti-12683	218	109	:	:	PUNCT
aiti-12683	218	110	coefficient	coefficient	NOUN
aiti-12683	218	111	determination	determination	NOUN
aiti-12683	218	112	,	,	PUNCT
aiti-12683	218	113	rmse	rmse	NOUN
aiti-12683	218	114	:	:	PUNCT
aiti-12683	218	115	root	root	NOUN
aiti-12683	218	116	mean	mean	VERB
aiti-12683	218	117	square	square	NOUN
aiti-12683	218	118	error	error	NOUN
aiti-12683	218	119	,	,	PUNCT
aiti-12683	218	120	rpd	rpd	PROPN
aiti-12683	218	121	:	:	PUNCT
aiti-12683	218	122	ratio	ratio	NOUN
aiti-12683	218	123	of	of	ADP
aiti-12683	218	124	performance	performance	NOUN
aiti-12683	218	125	deviation	deviation	NOUN
aiti-12683	218	126	.	.	PUNCT
aiti-12683	219	1	a	a	DET
aiti-12683	219	2	comparison	comparison	NOUN
aiti-12683	219	3	of	of	ADP
aiti-12683	219	4	the	the	DET
aiti-12683	219	5	mlr	mlr	NOUN
aiti-12683	219	6	model	model	NOUN
aiti-12683	219	7	with	with	ADP
aiti-12683	219	8	pls	pls	NOUN
aiti-12683	219	9	and	and	CCONJ
aiti-12683	219	10	pcr	pcr	NOUN
aiti-12683	219	11	models	model	NOUN
aiti-12683	219	12	in	in	ADP
aiti-12683	219	13	estimating	estimate	VERB
aiti-12683	219	14	total	total	ADJ
aiti-12683	219	15	phosphorus	phosphorus	NOUN
aiti-12683	219	16	is	be	AUX
aiti-12683	219	17	presented	present	VERB
aiti-12683	219	18	in	in	ADP
aiti-12683	219	19	table	table	NOUN
aiti-12683	219	20	6	6	NUM
aiti-12683	219	21	.	.	PUNCT
aiti-12683	220	1	mlr	mlr	PROPN
aiti-12683	220	2	used	use	VERB
aiti-12683	220	3	normalized	normalize	VERB
aiti-12683	220	4	data	datum	NOUN
aiti-12683	220	5	(	(	PUNCT
aiti-12683	220	6	rnorm	rnorm	NOUN
aiti-12683	220	7	)	)	PUNCT
aiti-12683	220	8	as	as	ADP
aiti-12683	220	9	a	a	DET
aiti-12683	220	10	preprocessing	preprocessing	NOUN
aiti-12683	220	11	method	method	NOUN
aiti-12683	220	12	,	,	PUNCT
aiti-12683	220	13	resulting	result	VERB
aiti-12683	220	14	in	in	ADP
aiti-12683	220	15	a	a	DET
aiti-12683	220	16	strong	strong	ADJ
aiti-12683	220	17	correlation	correlation	NOUN
aiti-12683	220	18	between	between	ADP
aiti-12683	220	19	prediction	prediction	NOUN
aiti-12683	220	20	and	and	CCONJ
aiti-12683	220	21	observation	observation	NOUN
aiti-12683	220	22	in	in	ADP
aiti-12683	220	23	the	the	DET
aiti-12683	220	24	calibration	calibration	NOUN
aiti-12683	220	25	(	(	PUNCT
aiti-12683	220	26	r	r	NOUN
aiti-12683	220	27	=	=	NOUN
aiti-12683	220	28	0.92	0.92	NUM
aiti-12683	220	29	)	)	PUNCT
aiti-12683	220	30	.	.	PUNCT
aiti-12683	221	1	however	however	ADV
aiti-12683	221	2	,	,	PUNCT
aiti-12683	221	3	in	in	ADP
aiti-12683	221	4	the	the	DET
aiti-12683	221	5	validation	validation	NOUN
aiti-12683	221	6	,	,	PUNCT
aiti-12683	221	7	this	this	DET
aiti-12683	221	8	model	model	NOUN
aiti-12683	221	9	exhibited	exhibit	VERB
aiti-12683	221	10	a	a	DET
aiti-12683	221	11	significant	significant	ADJ
aiti-12683	221	12	decrease	decrease	NOUN
aiti-12683	221	13	in	in	ADP
aiti-12683	221	14	r2	r2	PROPN
aiti-12683	221	15	and	and	CCONJ
aiti-12683	221	16	rpd	rpd	PROPN
aiti-12683	221	17	,	,	PUNCT
aiti-12683	221	18	reflecting	reflect	VERB
aiti-12683	221	19	the	the	DET
aiti-12683	221	20	potential	potential	NOUN
aiti-12683	221	21	for	for	ADP
aiti-12683	221	22	overfitting	overfitting	NOUN
aiti-12683	221	23	or	or	CCONJ
aiti-12683	221	24	the	the	DET
aiti-12683	221	25	absence	absence	NOUN
aiti-12683	221	26	of	of	ADP
aiti-12683	221	27	generalization	generalization	NOUN
aiti-12683	221	28	to	to	ADP
aiti-12683	221	29	new	new	ADJ
aiti-12683	221	30	data	datum	NOUN
aiti-12683	221	31	.	.	PUNCT
aiti-12683	222	1	meanwhile	meanwhile	ADV
aiti-12683	222	2	,	,	PUNCT
aiti-12683	222	3	pls	pls	PROPN
aiti-12683	222	4	demonstrated	demonstrate	VERB
aiti-12683	222	5	consistent	consistent	ADJ
aiti-12683	222	6	performance	performance	NOUN
aiti-12683	222	7	improvement	improvement	NOUN
aiti-12683	222	8	using	use	VERB
aiti-12683	222	9	the	the	DET
aiti-12683	222	10	same	same	ADJ
aiti-12683	222	11	pretreatment	pretreatment	NOUN
aiti-12683	222	12	data	datum	NOUN
aiti-12683	222	13	as	as	ADP
aiti-12683	222	14	rnorm	rnorm	NOUN
aiti-12683	222	15	in	in	ADP
aiti-12683	222	16	mlr	mlr	PROPN
aiti-12683	222	17	.	.	PUNCT
aiti-12683	223	1	with	with	ADP
aiti-12683	223	2	a	a	DET
aiti-12683	223	3	higher	high	ADJ
aiti-12683	223	4	calibration	calibration	NOUN
aiti-12683	223	5	correlation	correlation	NOUN
aiti-12683	223	6	(	(	PUNCT
aiti-12683	223	7	r	r	NOUN
aiti-12683	223	8	=	=	NOUN
aiti-12683	223	9	0.93	0.93	NUM
aiti-12683	223	10	)	)	PUNCT
aiti-12683	223	11	and	and	CCONJ
aiti-12683	223	12	an	an	DET
aiti-12683	223	13	increased	increase	VERB
aiti-12683	223	14	r2	r2	NOUN
aiti-12683	223	15	of	of	ADP
aiti-12683	223	16	0.86	0.86	NUM
aiti-12683	223	17	,	,	PUNCT
aiti-12683	223	18	pls	pls	PRON
aiti-12683	223	19	remained	remain	VERB
aiti-12683	223	20	consistent	consistent	ADJ
aiti-12683	223	21	and	and	CCONJ
aiti-12683	223	22	even	even	ADV
aiti-12683	223	23	enhanced	enhance	VERB
aiti-12683	223	24	predictions	prediction	NOUN
aiti-12683	223	25	in	in	ADP
aiti-12683	223	26	the	the	DET
aiti-12683	223	27	validation	validation	NOUN
aiti-12683	223	28	phase	phase	NOUN
aiti-12683	223	29	with	with	ADP
aiti-12683	223	30	a	a	DET
aiti-12683	223	31	high	high	ADJ
aiti-12683	223	32	r2	r2	NOUN
aiti-12683	223	33	(	(	PUNCT
aiti-12683	223	34	0.83	0.83	NUM
aiti-12683	223	35	)	)	PUNCT
aiti-12683	223	36	and	and	CCONJ
aiti-12683	223	37	a	a	DET
aiti-12683	223	38	relatively	relatively	ADV
aiti-12683	223	39	high	high	ADJ
aiti-12683	223	40	rpd	rpd	NOUN
aiti-12683	223	41	(	(	PUNCT
aiti-12683	223	42	2.5	2.5	NUM
aiti-12683	223	43	)	)	PUNCT
aiti-12683	223	44	.	.	PUNCT
aiti-12683	224	1	these	these	DET
aiti-12683	224	2	results	result	NOUN
aiti-12683	224	3	indicate	indicate	VERB
aiti-12683	224	4	the	the	DET
aiti-12683	224	5	ability	ability	NOUN
aiti-12683	224	6	of	of	ADP
aiti-12683	224	7	pls	pls	NOUN
aiti-12683	224	8	to	to	PART
aiti-12683	224	9	provide	provide	VERB
aiti-12683	224	10	stable	stable	ADJ
aiti-12683	224	11	and	and	CCONJ
aiti-12683	224	12	accurate	accurate	ADJ
aiti-12683	224	13	predictions	prediction	NOUN
aiti-12683	224	14	.	.	PUNCT
aiti-12683	225	1	employing	employ	VERB
aiti-12683	225	2	normalization	normalization	NOUN
aiti-12683	225	3	pretreatment	pretreatment	NOUN
aiti-12683	225	4	data	datum	NOUN
aiti-12683	225	5	(	(	PUNCT
aiti-12683	225	6	anorm	anorm	NOUN
aiti-12683	225	7	)	)	PUNCT
aiti-12683	225	8	,	,	PUNCT
aiti-12683	225	9	pcr	pcr	PROPN
aiti-12683	225	10	showed	show	VERB
aiti-12683	225	11	calibration	calibration	NOUN
aiti-12683	225	12	results	result	NOUN
aiti-12683	225	13	similar	similar	ADJ
aiti-12683	225	14	to	to	ADP
aiti-12683	225	15	mlr	mlr	PROPN
aiti-12683	225	16	.	.	PUNCT
aiti-12683	226	1	however	however	ADV
aiti-12683	226	2	,	,	PUNCT
aiti-12683	226	3	this	this	DET
aiti-12683	226	4	model	model	NOUN
aiti-12683	226	5	experienced	experience	VERB
aiti-12683	226	6	a	a	DET
aiti-12683	226	7	slight	slight	ADJ
aiti-12683	226	8	performance	performance	NOUN
aiti-12683	226	9	decrease	decrease	NOUN
aiti-12683	226	10	in	in	ADP
aiti-12683	226	11	the	the	DET
aiti-12683	226	12	validation	validation	NOUN
aiti-12683	226	13	with	with	ADP
aiti-12683	226	14	an	an	DET
aiti-12683	226	15	rpd	rpd	NOUN
aiti-12683	226	16	of	of	ADP
aiti-12683	226	17	2.4	2.4	NUM
aiti-12683	226	18	.	.	PUNCT
aiti-12683	227	1	consequently	consequently	ADV
aiti-12683	227	2	,	,	PUNCT
aiti-12683	227	3	the	the	DET
aiti-12683	227	4	use	use	NOUN
aiti-12683	227	5	of	of	ADP
aiti-12683	227	6	principal	principal	ADJ
aiti-12683	227	7	components	component	NOUN
aiti-12683	227	8	as	as	ADP
aiti-12683	227	9	predictors	predictor	NOUN
aiti-12683	227	10	may	may	AUX
aiti-12683	227	11	be	be	AUX
aiti-12683	227	12	less	less	ADV
aiti-12683	227	13	optimal	optimal	ADJ
aiti-12683	227	14	in	in	ADP
aiti-12683	227	15	terms	term	NOUN
aiti-12683	227	16	of	of	ADP
aiti-12683	227	17	generalization	generalization	NOUN
aiti-12683	227	18	to	to	ADP
aiti-12683	227	19	new	new	ADJ
aiti-12683	227	20	data	datum	NOUN
aiti-12683	227	21	.	.	PUNCT
aiti-12683	228	1	table	table	NOUN
aiti-12683	228	2	6	6	NUM
aiti-12683	228	3	comparison	comparison	NOUN
aiti-12683	228	4	mlr	mlr	NOUN
aiti-12683	228	5	model	model	NOUN
aiti-12683	228	6	with	with	ADP
aiti-12683	228	7	pls	pls	INTJ
aiti-12683	228	8	and	and	CCONJ
aiti-12683	228	9	pcr	pcr	PROPN
aiti-12683	228	10	in	in	ADP
aiti-12683	228	11	predicting	predict	VERB
aiti-12683	228	12	total	total	ADJ
aiti-12683	228	13	phosphorus	phosphorus	NOUN
aiti-12683	228	14	model	model	NOUN
aiti-12683	228	15	pretreatment	pretreatment	NOUN
aiti-12683	228	16	data	datum	NOUN
aiti-12683	228	17	calibration	calibration	NOUN
aiti-12683	228	18	validation	validation	NOUN
aiti-12683	228	19	r	r	NOUN
aiti-12683	228	20	r2	r2	PROPN
aiti-12683	228	21	rmse	rmse	NOUN
aiti-12683	228	22	(	(	PUNCT
aiti-12683	228	23	g/100	g/100	PROPN
aiti-12683	228	24	g	g	NOUN
aiti-12683	228	25	)	)	PUNCT
aiti-12683	228	26	rpd	rpd	PROPN
aiti-12683	228	27	r	r	PROPN
aiti-12683	228	28	r2	r2	PROPN
aiti-12683	228	29	rmse	rmse	NOUN
aiti-12683	228	30	(	(	PUNCT
aiti-12683	228	31	g/100	g/100	PROPN
aiti-12683	228	32	g	g	NOUN
aiti-12683	228	33	)	)	PUNCT
aiti-12683	228	34	rpd	rpd	PROPN
aiti-12683	228	35	mlr	mlr	PROPN
aiti-12683	228	36	rnorm	rnorm	PROPN
aiti-12683	228	37	wl	wl	PROPN
aiti-12683	228	38	13	13	NUM
aiti-12683	228	39	0.92	0.92	NUM
aiti-12683	228	40	0.85	0.85	NUM
aiti-12683	228	41	0.028	0.028	NUM
aiti-12683	228	42	2.6	2.6	NUM
aiti-12683	228	43	0.85	0.85	NUM
aiti-12683	228	44	0.72	0.72	NUM
aiti-12683	228	45	0.036	0.036	NUM
aiti-12683	228	46	1.9	1.9	NUM
aiti-12683	228	47	pls	pls	NOUN
aiti-12683	228	48	rnorm	rnorm	VERB
aiti-12683	228	49	lv	lv	PROPN
aiti-12683	228	50	11	11	NUM
aiti-12683	228	51	0.93	0.93	NUM
aiti-12683	228	52	0.86	0.86	NUM
aiti-12683	228	53	0.026	0.026	NUM
aiti-12683	228	54	2.6	2.6	NUM
aiti-12683	228	55	0.91	0.91	NUM
aiti-12683	228	56	0.83	0.83	NUM
aiti-12683	228	57	0.028	0.028	NUM
aiti-12683	228	58	2.5	2.5	NUM
aiti-12683	228	59	pcr	pcr	NOUN
aiti-12683	228	60	anorm	anorm	NOUN
aiti-12683	228	61	pc	pc	NOUN
aiti-12683	228	62	12	12	NUM
aiti-12683	228	63	0.92	0.92	NUM
aiti-12683	228	64	0.85	0.85	NUM
aiti-12683	228	65	0.027	0.027	NUM
aiti-12683	228	66	2.6	2.6	NUM
aiti-12683	228	67	0.91	0.91	NUM
aiti-12683	228	68	0.82	0.82	NUM
aiti-12683	228	69	0.029	0.029	NUM
aiti-12683	228	70	2.4	2.4	NUM
aiti-12683	228	71	wl	wl	NOUN
aiti-12683	228	72	:	:	PUNCT
aiti-12683	228	73	number	number	NOUN
aiti-12683	228	74	of	of	ADP
aiti-12683	228	75	wavelengths	wavelength	NOUN
aiti-12683	228	76	,	,	PUNCT
aiti-12683	228	77	lv	lv	ADJ
aiti-12683	228	78	:	:	PUNCT
aiti-12683	228	79	number	number	NOUN
aiti-12683	228	80	of	of	ADP
aiti-12683	228	81	latent	latent	NOUN
aiti-12683	228	82	variables	variable	NOUN
aiti-12683	228	83	,	,	PUNCT
aiti-12683	228	84	pc	pc	NOUN
aiti-12683	228	85	:	:	PUNCT
aiti-12683	228	86	number	number	NOUN
aiti-12683	228	87	of	of	ADP
aiti-12683	228	88	principal	principal	ADJ
aiti-12683	228	89	components	component	NOUN
aiti-12683	228	90	,	,	PUNCT
aiti-12683	228	91	r	r	NOUN
aiti-12683	228	92	:	:	PUNCT
aiti-12683	228	93	coefficient	coefficient	NOUN
aiti-12683	228	94	correlation	correlation	NOUN
aiti-12683	228	95	,	,	PUNCT
aiti-12683	228	96	r2	r2	PROPN
aiti-12683	228	97	:	:	PUNCT
aiti-12683	228	98	coefficient	coefficient	NOUN
aiti-12683	228	99	determination	determination	NOUN
aiti-12683	228	100	,	,	PUNCT
aiti-12683	228	101	rmse	rmse	NOUN
aiti-12683	228	102	:	:	PUNCT
aiti-12683	228	103	root	root	NOUN
aiti-12683	228	104	mean	mean	VERB
aiti-12683	228	105	square	square	NOUN
aiti-12683	228	106	error	error	NOUN
aiti-12683	228	107	,	,	PUNCT
aiti-12683	228	108	rpd	rpd	PROPN
aiti-12683	228	109	:	:	PUNCT
aiti-12683	228	110	ratio	ratio	NOUN
aiti-12683	228	111	of	of	ADP
aiti-12683	228	112	performance	performance	NOUN
aiti-12683	228	113	deviation	deviation	NOUN
aiti-12683	228	114	.	.	PUNCT
aiti-12683	229	1	pls	pls	PROPN
aiti-12683	229	2	is	be	AUX
aiti-12683	229	3	the	the	DET
aiti-12683	229	4	most	most	ADV
aiti-12683	229	5	effective	effective	ADJ
aiti-12683	229	6	model	model	NOUN
aiti-12683	229	7	in	in	ADP
aiti-12683	229	8	predicting	predict	VERB
aiti-12683	229	9	total	total	ADJ
aiti-12683	229	10	phosphorus	phosphorus	NOUN
aiti-12683	229	11	content	content	NOUN
aiti-12683	229	12	,	,	PUNCT
aiti-12683	229	13	especially	especially	ADV
aiti-12683	229	14	in	in	ADP
aiti-12683	229	15	the	the	DET
aiti-12683	229	16	calibration	calibration	NOUN
aiti-12683	229	17	due	due	ADP
aiti-12683	229	18	to	to	ADP
aiti-12683	229	19	the	the	DET
aiti-12683	229	20	production	production	NOUN
aiti-12683	229	21	of	of	ADP
aiti-12683	229	22	the	the	DET
aiti-12683	229	23	highest	high	ADJ
aiti-12683	229	24	r	r	NOUN
aiti-12683	229	25	value	value	NOUN
aiti-12683	229	26	(	(	PUNCT
aiti-12683	229	27	0.93	0.93	NUM
aiti-12683	229	28	)	)	PUNCT
aiti-12683	229	29	,	,	PUNCT
aiti-12683	229	30	high	high	ADJ
aiti-12683	229	31	r2	r2	PROPN
aiti-12683	229	32	(	(	PUNCT
aiti-12683	229	33	0.86	0.86	NUM
aiti-12683	229	34	)	)	PUNCT
aiti-12683	229	35	,	,	PUNCT
aiti-12683	229	36	and	and	CCONJ
aiti-12683	229	37	low	low	ADJ
aiti-12683	229	38	rmse	rmse	NOUN
aiti-12683	229	39	(	(	PUNCT
aiti-12683	229	40	0.026	0.026	NUM
aiti-12683	229	41	g/100	g/100	PROPN
aiti-12683	229	42	g	g	NOUN
aiti-12683	229	43	)	)	PUNCT
aiti-12683	229	44	.	.	PUNCT
aiti-12683	230	1	additionally	additionally	ADV
aiti-12683	230	2	,	,	PUNCT
aiti-12683	230	3	the	the	DET
aiti-12683	230	4	high	high	ADJ
aiti-12683	230	5	rpd	rpd	NOUN
aiti-12683	230	6	(	(	PUNCT
aiti-12683	230	7	2.6	2.6	NUM
aiti-12683	230	8	)	)	PUNCT
aiti-12683	230	9	indicates	indicate	VERB
aiti-12683	230	10	the	the	DET
aiti-12683	230	11	superiority	superiority	NOUN
aiti-12683	230	12	of	of	ADP
aiti-12683	230	13	pls	pls	NOUN
aiti-12683	230	14	in	in	ADP
aiti-12683	230	15	providing	provide	VERB
aiti-12683	230	16	accurate	accurate	ADJ
aiti-12683	230	17	and	and	CCONJ
aiti-12683	230	18	consistent	consistent	ADJ
aiti-12683	230	19	predictions	prediction	NOUN
aiti-12683	230	20	.	.	PUNCT
aiti-12683	231	1	despite	despite	SCONJ
aiti-12683	231	2	the	the	DET
aiti-12683	231	3	decent	decent	ADJ
aiti-12683	231	4	results	result	NOUN
aiti-12683	231	5	mlr	mlr	NOUN
aiti-12683	231	6	and	and	CCONJ
aiti-12683	231	7	pcr	pcr	PROPN
aiti-12683	231	8	yielded	yield	VERB
aiti-12683	231	9	,	,	PUNCT
aiti-12683	231	10	pls	pls	PROPN
aiti-12683	231	11	remains	remain	VERB
aiti-12683	231	12	superior	superior	ADJ
aiti-12683	231	13	in	in	ADP
aiti-12683	231	14	most	most	ADJ
aiti-12683	231	15	evaluation	evaluation	NOUN
aiti-12683	231	16	parameters	parameter	NOUN
aiti-12683	231	17	.	.	PUNCT
aiti-12683	232	1	mlr	mlr	NOUN
aiti-12683	232	2	and	and	CCONJ
aiti-12683	232	3	pcr	pcr	PROPN
aiti-12683	232	4	perform	perform	NOUN
aiti-12683	232	5	similarly	similarly	ADV
aiti-12683	232	6	in	in	ADP
aiti-12683	232	7	the	the	DET
aiti-12683	232	8	calibration	calibration	NOUN
aiti-12683	232	9	,	,	PUNCT
aiti-12683	232	10	with	with	ADP
aiti-12683	232	11	r	r	NOUN
aiti-12683	232	12	values	value	NOUN
aiti-12683	232	13	of	of	ADP
aiti-12683	232	14	0.92	0.92	NUM
aiti-12683	232	15	and	and	CCONJ
aiti-12683	232	16	advances	advance	NOUN
aiti-12683	232	17	in	in	ADP
aiti-12683	232	18	technology	technology	NOUN
aiti-12683	232	19	innovation	innovation	NOUN
aiti-12683	232	20	,	,	PUNCT
aiti-12683	232	21	vol	vol	NOUN
aiti-12683	232	22	.	.	PROPN
aiti-12683	233	1	9	9	NUM
aiti-12683	233	2	,	,	PUNCT
aiti-12683	233	3	no	no	INTJ
aiti-12683	233	4	.	.	NOUN
aiti-12683	233	5	1	1	NUM
aiti-12683	233	6	,	,	PUNCT
aiti-12683	233	7	2024	2024	NUM
aiti-12683	233	8	,	,	PUNCT
aiti-12683	233	9	pp	pp	ADJ
aiti-12683	233	10	.	.	PUNCT
aiti-12683	234	1	50	50	NUM
aiti-12683	234	2	-	-	SYM
aiti-12683	234	3	64	64	NUM
aiti-12683	234	4	59	59	NUM
aiti-12683	234	5	r2	r2	NOUN
aiti-12683	234	6	of	of	ADP
aiti-12683	234	7	0.85	0.85	NUM
aiti-12683	234	8	.	.	PUNCT
aiti-12683	235	1	pls	pls	PROPN
aiti-12683	235	2	maintains	maintain	VERB
aiti-12683	235	3	higher	high	ADJ
aiti-12683	235	4	performance	performance	NOUN
aiti-12683	235	5	in	in	ADP
aiti-12683	235	6	the	the	DET
aiti-12683	235	7	validation	validation	NOUN
aiti-12683	235	8	,	,	PUNCT
aiti-12683	235	9	while	while	SCONJ
aiti-12683	235	10	mlr	mlr	NOUN
aiti-12683	235	11	and	and	CCONJ
aiti-12683	235	12	pcr	pcr	PROPN
aiti-12683	235	13	experience	experience	NOUN
aiti-12683	235	14	a	a	DET
aiti-12683	235	15	decline	decline	NOUN
aiti-12683	235	16	.	.	PUNCT
aiti-12683	236	1	these	these	DET
aiti-12683	236	2	results	result	NOUN
aiti-12683	236	3	indicate	indicate	VERB
aiti-12683	236	4	that	that	SCONJ
aiti-12683	236	5	pls	pls	PROPN
aiti-12683	236	6	is	be	AUX
aiti-12683	236	7	a	a	DET
aiti-12683	236	8	better	well	ADJ
aiti-12683	236	9	choice	choice	NOUN
aiti-12683	236	10	for	for	ADP
aiti-12683	236	11	addressing	address	VERB
aiti-12683	236	12	the	the	DET
aiti-12683	236	13	challenges	challenge	NOUN
aiti-12683	236	14	of	of	ADP
aiti-12683	236	15	predicting	predict	VERB
aiti-12683	236	16	total	total	ADJ
aiti-12683	236	17	phosphorus	phosphorus	NOUN
aiti-12683	236	18	content	content	NOUN
aiti-12683	236	19	,	,	PUNCT
aiti-12683	236	20	especially	especially	ADV
aiti-12683	236	21	in	in	ADP
aiti-12683	236	22	dealing	deal	VERB
aiti-12683	236	23	with	with	ADP
aiti-12683	236	24	the	the	DET
aiti-12683	236	25	complexity	complexity	NOUN
aiti-12683	236	26	of	of	ADP
aiti-12683	236	27	relationships	relationship	NOUN
aiti-12683	236	28	between	between	ADP
aiti-12683	236	29	variables	variable	NOUN
aiti-12683	236	30	.	.	PUNCT
aiti-12683	237	1	pls	pls	INTJ
aiti-12683	237	2	’s	’	VERB
aiti-12683	237	3	ability	ability	NOUN
aiti-12683	237	4	to	to	PART
aiti-12683	237	5	handle	handle	VERB
aiti-12683	237	6	multicollinearity	multicollinearity	NOUN
aiti-12683	237	7	and	and	CCONJ
aiti-12683	237	8	produce	produce	VERB
aiti-12683	237	9	more	more	ADJ
aiti-12683	237	10	stable	stable	ADJ
aiti-12683	237	11	predictions	prediction	NOUN
aiti-12683	237	12	signifies	signify	VERB
aiti-12683	237	13	the	the	DET
aiti-12683	237	14	superiority	superiority	NOUN
aiti-12683	237	15	of	of	ADP
aiti-12683	237	16	mlr	mlr	NOUN
aiti-12683	237	17	and	and	CCONJ
aiti-12683	237	18	pcr	pcr	NOUN
aiti-12683	237	19	models	model	NOUN
aiti-12683	237	20	in	in	ADP
aiti-12683	237	21	the	the	DET
aiti-12683	237	22	context	context	NOUN
aiti-12683	237	23	of	of	ADP
aiti-12683	237	24	this	this	DET
aiti-12683	237	25	research	research	NOUN
aiti-12683	237	26	.	.	PUNCT
aiti-12683	238	1	despite	despite	SCONJ
aiti-12683	238	2	the	the	DET
aiti-12683	238	3	evident	evident	ADJ
aiti-12683	238	4	superiority	superiority	NOUN
aiti-12683	238	5	of	of	ADP
aiti-12683	238	6	pls	pls	NOUN
aiti-12683	238	7	in	in	ADP
aiti-12683	238	8	predicting	predict	VERB
aiti-12683	238	9	total	total	ADJ
aiti-12683	238	10	phosphorus	phosphorus	NOUN
aiti-12683	238	11	content	content	NOUN
aiti-12683	238	12	,	,	PUNCT
aiti-12683	238	13	particularly	particularly	ADV
aiti-12683	238	14	during	during	ADP
aiti-12683	238	15	the	the	DET
aiti-12683	238	16	calibration	calibration	NOUN
aiti-12683	238	17	,	,	PUNCT
aiti-12683	238	18	it	it	PRON
aiti-12683	238	19	is	be	AUX
aiti-12683	238	20	noteworthy	noteworthy	ADJ
aiti-12683	238	21	that	that	SCONJ
aiti-12683	238	22	mlr	mlr	NOUN
aiti-12683	238	23	still	still	ADV
aiti-12683	238	24	yields	yield	VERB
aiti-12683	238	25	commendable	commendable	ADJ
aiti-12683	238	26	accuracy	accuracy	NOUN
aiti-12683	238	27	.	.	PUNCT
aiti-12683	239	1	both	both	PRON
aiti-12683	239	2	mlr	mlr	PROPN
aiti-12683	239	3	and	and	CCONJ
aiti-12683	239	4	pcr	pcr	PROPN
aiti-12683	239	5	demonstrate	demonstrate	VERB
aiti-12683	239	6	comparable	comparable	ADJ
aiti-12683	239	7	performance	performance	NOUN
aiti-12683	239	8	in	in	ADP
aiti-12683	239	9	the	the	DET
aiti-12683	239	10	calibration	calibration	NOUN
aiti-12683	239	11	,	,	PUNCT
aiti-12683	239	12	with	with	ADP
aiti-12683	239	13	r	r	NOUN
aiti-12683	239	14	values	value	NOUN
aiti-12683	239	15	of	of	ADP
aiti-12683	239	16	0.92	0.92	NUM
aiti-12683	239	17	and	and	CCONJ
aiti-12683	239	18	r2	r2	NOUN
aiti-12683	239	19	of	of	ADP
aiti-12683	239	20	0.85	0.85	NUM
aiti-12683	239	21	.	.	PUNCT
aiti-12683	240	1	these	these	DET
aiti-12683	240	2	metrics	metric	NOUN
aiti-12683	240	3	indicate	indicate	VERB
aiti-12683	240	4	that	that	SCONJ
aiti-12683	240	5	mlr	mlr	NOUN
aiti-12683	240	6	is	be	AUX
aiti-12683	240	7	still	still	ADV
aiti-12683	240	8	a	a	DET
aiti-12683	240	9	viable	viable	ADJ
aiti-12683	240	10	option	option	NOUN
aiti-12683	240	11	concerning	concern	VERB
aiti-12683	240	12	accuracy	accuracy	NOUN
aiti-12683	240	13	.	.	PUNCT
aiti-12683	241	1	moreover	moreover	ADV
aiti-12683	241	2	,	,	PUNCT
aiti-12683	241	3	it	it	PRON
aiti-12683	241	4	is	be	AUX
aiti-12683	241	5	crucial	crucial	ADJ
aiti-12683	241	6	to	to	PART
aiti-12683	241	7	acknowledge	acknowledge	VERB
aiti-12683	241	8	the	the	DET
aiti-12683	241	9	practicality	practicality	NOUN
aiti-12683	241	10	of	of	ADP
aiti-12683	241	11	mlr	mlr	NOUN
aiti-12683	241	12	,	,	PUNCT
aiti-12683	241	13	especially	especially	ADV
aiti-12683	241	14	its	its	PRON
aiti-12683	241	15	simplicity	simplicity	NOUN
aiti-12683	241	16	of	of	ADP
aiti-12683	241	17	use	use	NOUN
aiti-12683	241	18	.	.	PUNCT
aiti-12683	242	1	mlr	mlr	PROPN
aiti-12683	242	2	’s	’s	PART
aiti-12683	242	3	simplicity	simplicity	NOUN
aiti-12683	242	4	enables	enable	VERB
aiti-12683	242	5	users	user	NOUN
aiti-12683	242	6	to	to	PART
aiti-12683	242	7	implement	implement	VERB
aiti-12683	242	8	straightforwardly	straightforwardly	ADV
aiti-12683	242	9	,	,	PUNCT
aiti-12683	242	10	being	be	AUX
aiti-12683	242	11	regarded	regard	VERB
aiti-12683	242	12	as	as	ADP
aiti-12683	242	13	a	a	DET
aiti-12683	242	14	convenient	convenient	ADJ
aiti-12683	242	15	choice	choice	NOUN
aiti-12683	242	16	for	for	ADP
aiti-12683	242	17	applications	application	NOUN
aiti-12683	242	18	where	where	SCONJ
aiti-12683	242	19	simplicity	simplicity	NOUN
aiti-12683	242	20	and	and	CCONJ
aiti-12683	242	21	quick	quick	ADJ
aiti-12683	242	22	application	application	NOUN
aiti-12683	242	23	are	be	AUX
aiti-12683	242	24	prioritized	prioritize	VERB
aiti-12683	242	25	.	.	PUNCT
aiti-12683	243	1	the	the	DET
aiti-12683	243	2	ability	ability	NOUN
aiti-12683	243	3	to	to	PART
aiti-12683	243	4	easily	easily	ADV
aiti-12683	243	5	select	select	VERB
aiti-12683	243	6	specific	specific	ADJ
aiti-12683	243	7	wavelengths	wavelength	NOUN
aiti-12683	243	8	enhances	enhance	VERB
aiti-12683	243	9	the	the	DET
aiti-12683	243	10	adaptability	adaptability	NOUN
aiti-12683	243	11	of	of	ADP
aiti-12683	243	12	mlr	mlr	NOUN
aiti-12683	243	13	to	to	ADP
aiti-12683	243	14	portable	portable	ADJ
aiti-12683	243	15	devices	device	NOUN
aiti-12683	243	16	,	,	PUNCT
aiti-12683	243	17	which	which	PRON
aiti-12683	243	18	is	be	AUX
aiti-12683	243	19	a	a	DET
aiti-12683	243	20	factor	factor	NOUN
aiti-12683	243	21	that	that	PRON
aiti-12683	243	22	might	might	AUX
aiti-12683	243	23	be	be	AUX
aiti-12683	243	24	crucial	crucial	ADJ
aiti-12683	243	25	in	in	ADP
aiti-12683	243	26	specific	specific	ADJ
aiti-12683	243	27	practical	practical	ADJ
aiti-12683	243	28	scenarios	scenario	NOUN
aiti-12683	243	29	.	.	PUNCT
aiti-12683	244	1	while	while	SCONJ
aiti-12683	244	2	pls	pls	NOUN
aiti-12683	244	3	excels	excel	VERB
aiti-12683	244	4	in	in	ADP
aiti-12683	244	5	addressing	address	VERB
aiti-12683	244	6	the	the	DET
aiti-12683	244	7	complexity	complexity	NOUN
aiti-12683	244	8	of	of	ADP
aiti-12683	244	9	relationships	relationship	NOUN
aiti-12683	244	10	between	between	ADP
aiti-12683	244	11	variables	variable	NOUN
aiti-12683	244	12	and	and	CCONJ
aiti-12683	244	13	handling	handle	VERB
aiti-12683	244	14	multicollinearity	multicollinearity	NOUN
aiti-12683	244	15	,	,	PUNCT
aiti-12683	244	16	mlr	mlr	NOUN
aiti-12683	244	17	’s	’s	PART
aiti-12683	244	18	accuracy	accuracy	NOUN
aiti-12683	244	19	and	and	CCONJ
aiti-12683	244	20	simplicity	simplicity	NOUN
aiti-12683	244	21	rationalize	rationalize	VERB
aiti-12683	244	22	itself	itself	PRON
aiti-12683	244	23	in	in	ADP
aiti-12683	244	24	situations	situation	NOUN
aiti-12683	244	25	where	where	SCONJ
aiti-12683	244	26	computational	computational	ADJ
aiti-12683	244	27	simplicity	simplicity	NOUN
aiti-12683	244	28	and	and	CCONJ
aiti-12683	244	29	interpretability	interpretability	NOUN
aiti-12683	244	30	are	be	AUX
aiti-12683	244	31	paramount	paramount	ADJ
aiti-12683	244	32	.	.	PUNCT
aiti-12683	245	1	fig	fig	NOUN
aiti-12683	245	2	.	.	PUNCT
aiti-12683	246	1	3	3	NUM
aiti-12683	246	2	wavelength	wavelength	NOUN
aiti-12683	246	3	contribution	contribution	NOUN
aiti-12683	246	4	to	to	ADP
aiti-12683	246	5	mlr	mlr	PROPN
aiti-12683	246	6	model	model	NOUN
aiti-12683	246	7	(	(	PUNCT
aiti-12683	246	8	model	model	NOUN
aiti-12683	246	9	5	5	NUM
aiti-12683	246	10	)	)	PUNCT
aiti-12683	246	11	for	for	ADP
aiti-12683	246	12	total	total	ADJ
aiti-12683	246	13	phosphorus	phosphorus	NOUN
aiti-12683	246	14	prediction	prediction	NOUN
aiti-12683	246	15	fig	fig	NOUN
aiti-12683	246	16	.	.	PUNCT
aiti-12683	247	1	4	4	NUM
aiti-12683	247	2	mlr	mlr	NOUN
aiti-12683	247	3	model	model	NOUN
aiti-12683	247	4	(	(	PUNCT
aiti-12683	247	5	model	model	NOUN
aiti-12683	247	6	5	5	NUM
aiti-12683	247	7	)	)	PUNCT
aiti-12683	247	8	calibration	calibration	NOUN
aiti-12683	247	9	and	and	CCONJ
aiti-12683	247	10	validation	validation	NOUN
aiti-12683	247	11	for	for	ADP
aiti-12683	247	12	predicted	predict	VERB
aiti-12683	247	13	total	total	ADJ
aiti-12683	247	14	phosphorus	phosphorus	NOUN
aiti-12683	247	15	the	the	DET
aiti-12683	247	16	selected	select	VERB
aiti-12683	247	17	wavelengths	wavelength	NOUN
aiti-12683	247	18	in	in	ADP
aiti-12683	247	19	model	model	NOUN
aiti-12683	247	20	5	5	NUM
aiti-12683	247	21	,	,	PUNCT
aiti-12683	247	22	which	which	PRON
aiti-12683	247	23	have	have	VERB
aiti-12683	247	24	a	a	DET
aiti-12683	247	25	high	high	ADJ
aiti-12683	247	26	correlation	correlation	NOUN
aiti-12683	247	27	with	with	ADP
aiti-12683	247	28	total	total	ADJ
aiti-12683	247	29	phosphorus	phosphorus	NOUN
aiti-12683	247	30	,	,	PUNCT
aiti-12683	247	31	are	be	AUX
aiti-12683	247	32	1837	1837	NUM
aiti-12683	247	33	,	,	PUNCT
aiti-12683	247	34	1897	1897	NUM
aiti-12683	247	35	,	,	PUNCT
aiti-12683	247	36	1972	1972	NUM
aiti-12683	247	37	,	,	PUNCT
aiti-12683	247	38	1833	1833	NUM
aiti-12683	247	39	,	,	PUNCT
aiti-12683	247	40	1904	1904	NUM
aiti-12683	247	41	,	,	PUNCT
aiti-12683	247	42	1862	1862	NUM
aiti-12683	247	43	,	,	PUNCT
aiti-12683	247	44	2220	2220	NUM
aiti-12683	247	45	,	,	PUNCT
aiti-12683	247	46	2189	2189	NUM
aiti-12683	247	47	,	,	PUNCT
aiti-12683	247	48	2498	2498	NUM
aiti-12683	247	49	,	,	PUNCT
aiti-12683	247	50	1276	1276	NUM
aiti-12683	247	51	,	,	PUNCT
aiti-12683	247	52	1774	1774	NUM
aiti-12683	247	53	,	,	PUNCT
aiti-12683	247	54	2203	2203	NUM
aiti-12683	247	55	,	,	PUNCT
aiti-12683	247	56	and	and	CCONJ
aiti-12683	247	57	2144	2144	NUM
aiti-12683	247	58	nm	nm	NOUN
aiti-12683	247	59	(	(	PUNCT
aiti-12683	247	60	fig	fig	NOUN
aiti-12683	247	61	3	3	NUM
aiti-12683	247	62	)	)	PUNCT
aiti-12683	247	63	,	,	PUNCT
aiti-12683	247	64	with	with	ADP
aiti-12683	247	65	a	a	DET
aiti-12683	247	66	correlation	correlation	NOUN
aiti-12683	247	67	coefficient	coefficient	NOUN
aiti-12683	247	68	of	of	ADP
aiti-12683	247	69	0.92	0.92	NUM
aiti-12683	247	70	(	(	PUNCT
aiti-12683	247	71	table	table	NOUN
aiti-12683	247	72	5	5	NUM
aiti-12683	247	73	)	)	PUNCT
aiti-12683	247	74	.	.	PUNCT
aiti-12683	248	1	fig	fig	NOUN
aiti-12683	248	2	.	.	PUNCT
aiti-12683	249	1	3	3	NUM
aiti-12683	249	2	shows	show	VERB
aiti-12683	249	3	the	the	DET
aiti-12683	249	4	normalized	normalize	VERB
aiti-12683	249	5	reflectance	reflectance	NOUN
aiti-12683	249	6	from	from	ADP
aiti-12683	249	7	all	all	DET
aiti-12683	249	8	soil	soil	NOUN
aiti-12683	249	9	samples	sample	NOUN
aiti-12683	249	10	in	in	ADP
aiti-12683	249	11	1200–2200	1200–2200	NUM
aiti-12683	249	12	nm	nm	NOUN
aiti-12683	249	13	and	and	CCONJ
aiti-12683	249	14	the	the	DET
aiti-12683	249	15	contribution	contribution	NOUN
aiti-12683	249	16	of	of	ADP
aiti-12683	249	17	each	each	DET
aiti-12683	249	18	wavelength	wavelength	NOUN
aiti-12683	249	19	to	to	ADP
aiti-12683	249	20	the	the	DET
aiti-12683	249	21	advances	advance	NOUN
aiti-12683	249	22	in	in	ADP
aiti-12683	249	23	technology	technology	NOUN
aiti-12683	249	24	innovation	innovation	NOUN
aiti-12683	249	25	,	,	PUNCT
aiti-12683	249	26	vol	vol	NOUN
aiti-12683	249	27	.	.	PROPN
aiti-12683	249	28	9	9	NUM
aiti-12683	249	29	,	,	PUNCT
aiti-12683	249	30	no	no	INTJ
aiti-12683	249	31	.	.	NOUN
aiti-12683	249	32	1	1	NUM
aiti-12683	249	33	,	,	PUNCT
aiti-12683	249	34	2024	2024	NUM
aiti-12683	249	35	,	,	PUNCT
aiti-12683	249	36	pp	pp	ADJ
aiti-12683	249	37	.	.	PUNCT
aiti-12683	250	1	50	50	NUM
aiti-12683	250	2	-	-	SYM
aiti-12683	250	3	64	64	NUM
aiti-12683	250	4	60	60	NUM
aiti-12683	250	5	correlation	correlation	NOUN
aiti-12683	250	6	coefficient	coefficient	NOUN
aiti-12683	250	7	having	having	AUX
aiti-12683	250	8	been	be	AUX
aiti-12683	250	9	achieved	achieve	VERB
aiti-12683	250	10	.	.	PUNCT
aiti-12683	251	1	the	the	DET
aiti-12683	251	2	wavelength	wavelength	NOUN
aiti-12683	251	3	of	of	ADP
aiti-12683	251	4	1837	1837	NUM
aiti-12683	251	5	nm	nm	NOUN
aiti-12683	251	6	provides	provide	VERB
aiti-12683	251	7	the	the	DET
aiti-12683	251	8	highest	high	ADJ
aiti-12683	251	9	contribution	contribution	NOUN
aiti-12683	251	10	to	to	ADP
aiti-12683	251	11	the	the	DET
aiti-12683	251	12	correlation	correlation	NOUN
aiti-12683	251	13	coefficient	coefficient	NOUN
aiti-12683	251	14	of	of	ADP
aiti-12683	251	15	the	the	DET
aiti-12683	251	16	mlr	mlr	PROPN
aiti-12683	251	17	model	model	NOUN
aiti-12683	251	18	(	(	PUNCT
aiti-12683	251	19	model	model	NOUN
aiti-12683	251	20	5	5	NUM
aiti-12683	251	21	)	)	PUNCT
aiti-12683	251	22	,	,	PUNCT
aiti-12683	251	23	amounting	amount	VERB
aiti-12683	251	24	to	to	ADP
aiti-12683	251	25	32.6	32.6	NUM
aiti-12683	251	26	%	%	NOUN
aiti-12683	251	27	,	,	PUNCT
aiti-12683	251	28	following	follow	VERB
aiti-12683	251	29	22.1	22.1	NUM
aiti-12683	251	30	%	%	NOUN
aiti-12683	251	31	in	in	ADP
aiti-12683	251	32	1972	1972	NUM
aiti-12683	251	33	nm	nm	NOUN
aiti-12683	251	34	and	and	CCONJ
aiti-12683	251	35	16.7	16.7	NUM
aiti-12683	251	36	%	%	NOUN
aiti-12683	251	37	in	in	ADP
aiti-12683	251	38	1897	1897	NUM
aiti-12683	251	39	nm	nm	PROPN
aiti-12683	251	40	.	.	PUNCT
aiti-12683	252	1	fig	fig	NOUN
aiti-12683	252	2	.	.	PUNCT
aiti-12683	253	1	4	4	NUM
aiti-12683	253	2	illustrates	illustrate	VERB
aiti-12683	253	3	the	the	DET
aiti-12683	253	4	calibration	calibration	NOUN
aiti-12683	253	5	and	and	CCONJ
aiti-12683	253	6	validation	validation	NOUN
aiti-12683	253	7	results	result	NOUN
aiti-12683	253	8	between	between	ADP
aiti-12683	253	9	actual	actual	ADJ
aiti-12683	253	10	total	total	ADJ
aiti-12683	253	11	phosphorus	phosphorus	NOUN
aiti-12683	253	12	and	and	CCONJ
aiti-12683	253	13	predicted	predict	VERB
aiti-12683	253	14	total	total	ADJ
aiti-12683	253	15	phosphorus	phosphorus	NOUN
aiti-12683	253	16	,	,	PUNCT
aiti-12683	253	17	yielding	yield	VERB
aiti-12683	253	18	calibration	calibration	NOUN
aiti-12683	253	19	determination	determination	NOUN
aiti-12683	253	20	coefficients	coefficient	NOUN
aiti-12683	253	21	(	(	PUNCT
aiti-12683	253	22	r2	r2	PROPN
aiti-12683	253	23	)	)	PUNCT
aiti-12683	253	24	of	of	ADP
aiti-12683	253	25	0.85	0.85	NUM
aiti-12683	253	26	,	,	PUNCT
aiti-12683	253	27	rmsev	rmsev	NOUN
aiti-12683	253	28	of	of	ADP
aiti-12683	253	29	0.036	0.036	NUM
aiti-12683	253	30	g/100	g/100	NUM
aiti-12683	253	31	g	g	NOUN
aiti-12683	253	32	,	,	PUNCT
aiti-12683	253	33	and	and	CCONJ
aiti-12683	253	34	rpdv	rpdv	NOUN
aiti-12683	253	35	of	of	ADP
aiti-12683	253	36	1.9	1.9	NUM
aiti-12683	253	37	.	.	PUNCT
aiti-12683	254	1	(	(	PUNCT
aiti-12683	254	2	3	3	X
aiti-12683	254	3	)	)	PUNCT
aiti-12683	254	4	total	total	ADJ
aiti-12683	254	5	potassium	potassium	NOUN
aiti-12683	254	6	the	the	DET
aiti-12683	254	7	selected	select	VERB
aiti-12683	254	8	mlr	mlr	NOUN
aiti-12683	254	9	model	model	NOUN
aiti-12683	254	10	for	for	ADP
aiti-12683	254	11	estimating	estimate	VERB
aiti-12683	254	12	total	total	ADJ
aiti-12683	254	13	potassium	potassium	NOUN
aiti-12683	254	14	is	be	AUX
aiti-12683	254	15	depicted	depict	VERB
aiti-12683	254	16	in	in	ADP
aiti-12683	254	17	table	table	NOUN
aiti-12683	254	18	7	7	NUM
aiti-12683	254	19	.	.	PUNCT
aiti-12683	255	1	all	all	DET
aiti-12683	255	2	pretreatment	pretreatment	NOUN
aiti-12683	255	3	methods	method	NOUN
aiti-12683	255	4	applied	apply	VERB
aiti-12683	255	5	can	can	AUX
aiti-12683	255	6	improve	improve	VERB
aiti-12683	255	7	the	the	DET
aiti-12683	255	8	performance	performance	NOUN
aiti-12683	255	9	of	of	ADP
aiti-12683	255	10	mlr	mlr	NOUN
aiti-12683	255	11	in	in	ADP
aiti-12683	255	12	predicting	predict	VERB
aiti-12683	255	13	total	total	ADJ
aiti-12683	255	14	potassium	potassium	NOUN
aiti-12683	255	15	compared	compare	VERB
aiti-12683	255	16	to	to	ADP
aiti-12683	255	17	using	use	VERB
aiti-12683	255	18	raw	raw	ADJ
aiti-12683	255	19	data	datum	NOUN
aiti-12683	255	20	(	(	PUNCT
aiti-12683	255	21	reflectance	reflectance	NOUN
aiti-12683	255	22	)	)	PUNCT
aiti-12683	255	23	alone	alone	ADV
aiti-12683	255	24	.	.	PUNCT
aiti-12683	256	1	based	base	VERB
aiti-12683	256	2	on	on	ADP
aiti-12683	256	3	calibration	calibration	NOUN
aiti-12683	256	4	results	result	NOUN
aiti-12683	256	5	,	,	PUNCT
aiti-12683	256	6	the	the	DET
aiti-12683	256	7	d1	d1	ADJ
aiti-12683	256	8	treatment	treatment	NOUN
aiti-12683	256	9	applied	apply	VERB
aiti-12683	256	10	to	to	ADP
aiti-12683	256	11	the	the	DET
aiti-12683	256	12	raw	raw	ADJ
aiti-12683	256	13	data	datum	NOUN
aiti-12683	256	14	(	(	PUNCT
aiti-12683	256	15	reflectance	reflectance	NOUN
aiti-12683	256	16	)	)	PUNCT
aiti-12683	256	17	yielded	yield	VERB
aiti-12683	256	18	the	the	DET
aiti-12683	256	19	highest	high	ADJ
aiti-12683	256	20	model	model	NOUN
aiti-12683	256	21	performance	performance	NOUN
aiti-12683	256	22	regarding	regard	VERB
aiti-12683	256	23	r	r	NOUN
aiti-12683	256	24	,	,	PUNCT
aiti-12683	256	25	r2	r2	NOUN
aiti-12683	256	26	,	,	PUNCT
aiti-12683	256	27	and	and	CCONJ
aiti-12683	256	28	rpd	rpd	PROPN
aiti-12683	256	29	,	,	PUNCT
aiti-12683	256	30	with	with	ADP
aiti-12683	256	31	values	value	NOUN
aiti-12683	256	32	of	of	ADP
aiti-12683	256	33	0.97	0.97	NUM
aiti-12683	256	34	,	,	PUNCT
aiti-12683	256	35	0.94	0.94	NUM
aiti-12683	256	36	,	,	PUNCT
aiti-12683	256	37	and	and	CCONJ
aiti-12683	256	38	4.2	4.2	NUM
aiti-12683	256	39	g/100	g/100	NOUN
aiti-12683	256	40	g	g	NOUN
aiti-12683	256	41	,	,	PUNCT
aiti-12683	256	42	respectively	respectively	ADV
aiti-12683	256	43	.	.	PUNCT
aiti-12683	257	1	nir	nir	PROPN
aiti-12683	257	2	spectra	spectra	NOUN
aiti-12683	257	3	often	often	ADV
aiti-12683	257	4	contain	contain	VERB
aiti-12683	257	5	nonlinear	nonlinear	ADJ
aiti-12683	257	6	variations	variation	NOUN
aiti-12683	257	7	that	that	PRON
aiti-12683	257	8	can	can	AUX
aiti-12683	257	9	affect	affect	VERB
aiti-12683	257	10	the	the	DET
aiti-12683	257	11	relationship	relationship	NOUN
aiti-12683	257	12	between	between	ADP
aiti-12683	257	13	input	input	NOUN
aiti-12683	257	14	and	and	CCONJ
aiti-12683	257	15	output	output	NOUN
aiti-12683	257	16	variables	variable	NOUN
aiti-12683	257	17	.	.	PUNCT
aiti-12683	258	1	the	the	DET
aiti-12683	258	2	d1	d1	PROPN
aiti-12683	258	3	can	can	AUX
aiti-12683	258	4	help	help	VERB
aiti-12683	258	5	“	"	PUNCT
aiti-12683	258	6	flatten	flatten	VERB
aiti-12683	258	7	”	"	PUNCT
aiti-12683	258	8	nonlinear	nonlinear	ADJ
aiti-12683	258	9	changes	change	NOUN
aiti-12683	258	10	in	in	ADP
aiti-12683	258	11	the	the	DET
aiti-12683	258	12	spectrum	spectrum	NOUN
aiti-12683	258	13	,	,	PUNCT
aiti-12683	258	14	thus	thus	ADV
aiti-12683	258	15	creating	create	VERB
aiti-12683	258	16	a	a	DET
aiti-12683	258	17	more	more	ADV
aiti-12683	258	18	linear	linear	ADJ
aiti-12683	258	19	relationship	relationship	NOUN
aiti-12683	258	20	between	between	ADP
aiti-12683	258	21	nir	nir	ADJ
aiti-12683	258	22	spectra	spectra	NOUN
aiti-12683	258	23	and	and	CCONJ
aiti-12683	258	24	total	total	ADJ
aiti-12683	258	25	potassium	potassium	NOUN
aiti-12683	258	26	.	.	PUNCT
aiti-12683	259	1	the	the	DET
aiti-12683	259	2	d1	d1	PROPN
aiti-12683	259	3	in	in	ADP
aiti-12683	259	4	potassium	potassium	NOUN
aiti-12683	259	5	estimation	estimation	NOUN
aiti-12683	259	6	using	use	VERB
aiti-12683	259	7	mlr	mlr	NOUN
aiti-12683	259	8	can	can	AUX
aiti-12683	259	9	enhance	enhance	VERB
aiti-12683	259	10	the	the	DET
aiti-12683	259	11	model	model	NOUN
aiti-12683	259	12	’s	’s	PART
aiti-12683	259	13	ability	ability	NOUN
aiti-12683	259	14	to	to	PART
aiti-12683	259	15	capture	capture	VERB
aiti-12683	259	16	linear	linear	ADJ
aiti-12683	259	17	patterns	pattern	NOUN
aiti-12683	259	18	in	in	ADP
aiti-12683	259	19	the	the	DET
aiti-12683	259	20	nir	nir	NOUN
aiti-12683	259	21	spectrum	spectrum	NOUN
aiti-12683	259	22	.	.	PUNCT
aiti-12683	260	1	the	the	DET
aiti-12683	260	2	effect	effect	NOUN
aiti-12683	260	3	of	of	ADP
aiti-12683	260	4	d2	d2	PROPN
aiti-12683	260	5	is	be	AUX
aiti-12683	260	6	also	also	ADV
aiti-12683	260	7	similar	similar	ADJ
aiti-12683	260	8	to	to	ADP
aiti-12683	260	9	that	that	PRON
aiti-12683	260	10	of	of	ADP
aiti-12683	260	11	d1	d1	PROPN
aiti-12683	260	12	in	in	ADP
aiti-12683	260	13	reducing	reduce	VERB
aiti-12683	260	14	nonlinear	nonlinear	ADJ
aiti-12683	260	15	effects	effect	NOUN
aiti-12683	260	16	.	.	PUNCT
aiti-12683	261	1	however	however	ADV
aiti-12683	261	2	,	,	PUNCT
aiti-12683	261	3	in	in	ADP
aiti-12683	261	4	this	this	DET
aiti-12683	261	5	study	study	NOUN
aiti-12683	261	6	,	,	PUNCT
aiti-12683	261	7	the	the	DET
aiti-12683	261	8	performance	performance	NOUN
aiti-12683	261	9	of	of	ADP
aiti-12683	261	10	the	the	DET
aiti-12683	261	11	d2	d2	PROPN
aiti-12683	261	12	is	be	AUX
aiti-12683	261	13	lower	low	ADJ
aiti-12683	261	14	than	than	SCONJ
aiti-12683	261	15	it	it	PRON
aiti-12683	261	16	is	be	AUX
aiti-12683	261	17	in	in	ADP
aiti-12683	261	18	the	the	DET
aiti-12683	261	19	d1	d1	NOUN
aiti-12683	261	20	.	.	PUNCT
aiti-12683	262	1	this	this	DET
aiti-12683	262	2	lower	low	ADJ
aiti-12683	262	3	performance	performance	NOUN
aiti-12683	262	4	could	could	AUX
aiti-12683	262	5	be	be	AUX
aiti-12683	262	6	attributed	attribute	VERB
aiti-12683	262	7	to	to	ADP
aiti-12683	262	8	second	second	ADJ
aiti-12683	262	9	-	-	PUNCT
aiti-12683	262	10	order	order	NOUN
aiti-12683	262	11	derivatives	derivative	NOUN
aiti-12683	262	12	being	be	AUX
aiti-12683	262	13	more	more	ADV
aiti-12683	262	14	sensitive	sensitive	ADJ
aiti-12683	262	15	to	to	PART
aiti-12683	262	16	noise	noise	VERB
aiti-12683	262	17	in	in	ADP
aiti-12683	262	18	the	the	DET
aiti-12683	262	19	data	datum	NOUN
aiti-12683	262	20	.	.	PUNCT
aiti-12683	263	1	furthermore	furthermore	ADV
aiti-12683	263	2	,	,	PUNCT
aiti-12683	263	3	noise	noise	NOUN
aiti-12683	263	4	can	can	AUX
aiti-12683	263	5	be	be	AUX
aiti-12683	263	6	accentuated	accentuate	VERB
aiti-12683	263	7	during	during	ADP
aiti-12683	263	8	the	the	DET
aiti-12683	263	9	calculation	calculation	NOUN
aiti-12683	263	10	of	of	ADP
aiti-12683	263	11	the	the	DET
aiti-12683	263	12	d2	d2	PROPN
aiti-12683	263	13	,	,	PUNCT
aiti-12683	263	14	potentially	potentially	ADV
aiti-12683	263	15	leading	lead	VERB
aiti-12683	263	16	to	to	ADP
aiti-12683	263	17	overfitting	overfitte	VERB
aiti-12683	263	18	,	,	PUNCT
aiti-12683	263	19	especially	especially	ADV
aiti-12683	263	20	if	if	SCONJ
aiti-12683	263	21	the	the	DET
aiti-12683	263	22	model	model	NOUN
aiti-12683	263	23	captures	capture	VERB
aiti-12683	263	24	noise	noise	VERB
aiti-12683	263	25	in	in	ADP
aiti-12683	263	26	the	the	DET
aiti-12683	263	27	training	training	NOUN
aiti-12683	263	28	data	datum	NOUN
aiti-12683	263	29	rather	rather	ADV
aiti-12683	263	30	than	than	ADP
aiti-12683	263	31	the	the	DET
aiti-12683	263	32	true	true	ADJ
aiti-12683	263	33	underlying	underlie	VERB
aiti-12683	263	34	patterns	pattern	NOUN
aiti-12683	263	35	.	.	PUNCT
aiti-12683	264	1	additionally	additionally	ADV
aiti-12683	264	2	,	,	PUNCT
aiti-12683	264	3	the	the	DET
aiti-12683	264	4	model	model	NOUN
aiti-12683	264	5	may	may	AUX
aiti-12683	264	6	struggle	struggle	VERB
aiti-12683	264	7	to	to	PART
aiti-12683	264	8	generalize	generalize	VERB
aiti-12683	264	9	to	to	ADP
aiti-12683	264	10	new	new	ADJ
aiti-12683	264	11	data	datum	NOUN
aiti-12683	264	12	.	.	PUNCT
aiti-12683	265	1	second	second	ADJ
aiti-12683	265	2	-	-	PUNCT
aiti-12683	265	3	order	order	NOUN
aiti-12683	265	4	derivatives	derivative	NOUN
aiti-12683	265	5	,	,	PUNCT
aiti-12683	265	6	while	while	SCONJ
aiti-12683	265	7	capable	capable	ADJ
aiti-12683	265	8	of	of	ADP
aiti-12683	265	9	highlighting	highlight	VERB
aiti-12683	265	10	peaks	peak	NOUN
aiti-12683	265	11	and	and	CCONJ
aiti-12683	265	12	valleys	valley	NOUN
aiti-12683	265	13	,	,	PUNCT
aiti-12683	265	14	might	might	AUX
aiti-12683	265	15	also	also	ADV
aiti-12683	265	16	result	result	VERB
aiti-12683	265	17	in	in	ADP
aiti-12683	265	18	the	the	DET
aiti-12683	265	19	loss	loss	NOUN
aiti-12683	265	20	of	of	ADP
aiti-12683	265	21	certain	certain	ADJ
aiti-12683	265	22	information	information	NOUN
aiti-12683	265	23	in	in	ADP
aiti-12683	265	24	the	the	DET
aiti-12683	265	25	original	original	ADJ
aiti-12683	265	26	spectra	spectra	NOUN
aiti-12683	265	27	.	.	PROPN
aiti-12683	265	28	table	table	NOUN
aiti-12683	265	29	7	7	NUM
aiti-12683	265	30	mlr	mlr	NOUN
aiti-12683	265	31	model	model	NOUN
aiti-12683	265	32	calibration	calibration	NOUN
aiti-12683	265	33	and	and	CCONJ
aiti-12683	265	34	validation	validation	NOUN
aiti-12683	265	35	result	result	NOUN
aiti-12683	265	36	for	for	ADP
aiti-12683	265	37	estimating	estimate	VERB
aiti-12683	265	38	total	total	ADJ
aiti-12683	265	39	potassium	potassium	NOUN
aiti-12683	265	40	with	with	ADP
aiti-12683	265	41	several	several	ADJ
aiti-12683	265	42	pretreatment	pretreatment	NOUN
aiti-12683	265	43	spectra	spectra	PROPN
aiti-12683	265	44	data	data	PROPN
aiti-12683	265	45	model	model	PROPN
aiti-12683	265	46	spectra	spectra	PROPN
aiti-12683	265	47	pretreatment	pretreatment	NOUN
aiti-12683	265	48	data	datum	NOUN
aiti-12683	265	49	number	number	NOUN
aiti-12683	265	50	of	of	ADP
aiti-12683	265	51	wavelengths	wavelength	NOUN
aiti-12683	265	52	calibration	calibration	NOUN
aiti-12683	265	53	validation	validation	NOUN
aiti-12683	265	54	r	r	NOUN
aiti-12683	265	55	r2	r2	PROPN
aiti-12683	265	56	rmse	rmse	NOUN
aiti-12683	265	57	(	(	PUNCT
aiti-12683	265	58	g/100	g/100	PROPN
aiti-12683	265	59	g	g	NOUN
aiti-12683	265	60	)	)	PUNCT
aiti-12683	265	61	rpd	rpd	PROPN
aiti-12683	265	62	rmse	rmse	PROPN
aiti-12683	265	63	(	(	PUNCT
aiti-12683	265	64	g/100	g/100	PROPN
aiti-12683	265	65	g	g	NOUN
aiti-12683	265	66	)	)	PUNCT
aiti-12683	265	67	rpd	rpd	NOUN
aiti-12683	265	68	1	1	NUM
aiti-12683	265	69	r	r	NOUN
aiti-12683	265	70	(	(	PUNCT
aiti-12683	265	71	raw	raw	ADJ
aiti-12683	265	72	data	datum	NOUN
aiti-12683	265	73	)	)	PUNCT
aiti-12683	265	74	6	6	NUM
aiti-12683	265	75	0.90	0.90	NUM
aiti-12683	265	76	0.81	0.81	NUM
aiti-12683	265	77	0.051	0.051	NUM
aiti-12683	265	78	2.3	2.3	NUM
aiti-12683	265	79	0.057	0.057	NUM
aiti-12683	265	80	2.2	2.2	NUM
aiti-12683	265	81	2	2	NUM
aiti-12683	265	82	rdg1	rdg1	NOUN
aiti-12683	265	83	4	4	NUM
aiti-12683	265	84	0.97	0.97	NUM
aiti-12683	265	85	0.94	0.94	NUM
aiti-12683	265	86	0.029	0.029	NUM
aiti-12683	265	87	4.2	4.2	NUM
aiti-12683	265	88	0.036	0.036	NUM
aiti-12683	265	89	3.6	3.6	NUM
aiti-12683	265	90	3	3	NUM
aiti-12683	265	91	rdg2	rdg2	NOUN
aiti-12683	265	92	4	4	NUM
aiti-12683	265	93	0.97	0.97	NUM
aiti-12683	265	94	0.93	0.93	NUM
aiti-12683	265	95	0.031	0.031	NUM
aiti-12683	265	96	3.8	3.8	NUM
aiti-12683	265	97	0.037	0.037	NUM
aiti-12683	265	98	3.4	3.4	NUM
aiti-12683	265	99	4	4	NUM
aiti-12683	265	100	rsnv	rsnv	NOUN
aiti-12683	265	101	4	4	NUM
aiti-12683	265	102	0.95	0.95	NUM
aiti-12683	265	103	0.91	0.91	NUM
aiti-12683	265	104	0.037	0.037	NUM
aiti-12683	265	105	3.2	3.2	NUM
aiti-12683	265	106	0.034	0.034	NUM
aiti-12683	265	107	3.7	3.7	NUM
aiti-12683	265	108	5	5	NUM
aiti-12683	265	109	rnorm	rnorm	NOUN
aiti-12683	265	110	4	4	NUM
aiti-12683	265	111	0.94	0.94	NUM
aiti-12683	265	112	0.88	0.88	NUM
aiti-12683	265	113	0.042	0.042	NUM
aiti-12683	265	114	2.9	2.9	NUM
aiti-12683	265	115	0.055	0.055	NUM
aiti-12683	265	116	2.3	2.3	NUM
aiti-12683	265	117	6	6	NUM
aiti-12683	265	118	a	a	DET
aiti-12683	265	119	4	4	NUM
aiti-12683	265	120	0.90	0.90	NUM
aiti-12683	265	121	0.82	0.82	NUM
aiti-12683	265	122	0.051	0.051	NUM
aiti-12683	265	123	2.3	2.3	NUM
aiti-12683	265	124	0.055	0.055	NUM
aiti-12683	265	125	2.3	2.3	NUM
aiti-12683	265	126	7	7	NUM
aiti-12683	265	127	adg1	adg1	NOUN
aiti-12683	265	128	4	4	NUM
aiti-12683	265	129	0.96	0.96	NUM
aiti-12683	265	130	0.93	0.93	NUM
aiti-12683	265	131	0.032	0.032	NUM
aiti-12683	265	132	3.7	3.7	NUM
aiti-12683	265	133	0.035	0.035	NUM
aiti-12683	265	134	3.8	3.8	NUM
aiti-12683	265	135	8	8	NUM
aiti-12683	265	136	adg2	adg2	NOUN
aiti-12683	265	137	4	4	NUM
aiti-12683	265	138	0.96	0.96	NUM
aiti-12683	265	139	0.92	0.92	NUM
aiti-12683	265	140	0.034	0.034	NUM
aiti-12683	265	141	3.5	3.5	NUM
aiti-12683	265	142	0.050	0.050	NUM
aiti-12683	265	143	2.6	2.6	NUM
aiti-12683	265	144	9	9	NUM
aiti-12683	265	145	asnv	asnv	NOUN
aiti-12683	265	146	4	4	NUM
aiti-12683	265	147	0.95	0.95	NUM
aiti-12683	265	148	0.91	0.91	NUM
aiti-12683	265	149	0.036	0.036	NUM
aiti-12683	265	150	3.3	3.3	NUM
aiti-12683	265	151	0.034	0.034	NUM
aiti-12683	265	152	3.6	3.6	NUM
aiti-12683	265	153	10	10	NUM
aiti-12683	265	154	anorm	anorm	NOUN
aiti-12683	265	155	4	4	NUM
aiti-12683	265	156	0.93	0.93	NUM
aiti-12683	265	157	0.87	0.87	NUM
aiti-12683	265	158	0.044	0.044	NUM
aiti-12683	265	159	2.7	2.7	NUM
aiti-12683	265	160	0.063	0.063	NUM
aiti-12683	265	161	2.0	2.0	NUM
aiti-12683	265	162	the	the	DET
aiti-12683	265	163	best	good	ADJ
aiti-12683	265	164	model	model	NOUN
aiti-12683	265	165	is	be	AUX
aiti-12683	265	166	written	write	VERB
aiti-12683	265	167	in	in	ADP
aiti-12683	265	168	bold	bold	ADJ
aiti-12683	265	169	,	,	PUNCT
aiti-12683	265	170	r	r	NOUN
aiti-12683	265	171	:	:	PUNCT
aiti-12683	265	172	coefficient	coefficient	NOUN
aiti-12683	265	173	correlation	correlation	NOUN
aiti-12683	265	174	,	,	PUNCT
aiti-12683	265	175	r2	r2	PROPN
aiti-12683	265	176	:	:	PUNCT
aiti-12683	265	177	coefficient	coefficient	NOUN
aiti-12683	265	178	determination	determination	NOUN
aiti-12683	265	179	,	,	PUNCT
aiti-12683	265	180	rmse	rmse	NOUN
aiti-12683	265	181	:	:	PUNCT
aiti-12683	265	182	root	root	NOUN
aiti-12683	265	183	mean	mean	VERB
aiti-12683	265	184	square	square	NOUN
aiti-12683	265	185	error	error	NOUN
aiti-12683	265	186	,	,	PUNCT
aiti-12683	265	187	rpd	rpd	PROPN
aiti-12683	265	188	:	:	PUNCT
aiti-12683	265	189	ratio	ratio	NOUN
aiti-12683	265	190	of	of	ADP
aiti-12683	265	191	performance	performance	NOUN
aiti-12683	265	192	deviation	deviation	NOUN
aiti-12683	265	193	.	.	PUNCT
aiti-12683	266	1	a	a	DET
aiti-12683	266	2	comparison	comparison	NOUN
aiti-12683	266	3	of	of	ADP
aiti-12683	266	4	the	the	DET
aiti-12683	266	5	mlr	mlr	NOUN
aiti-12683	266	6	model	model	NOUN
aiti-12683	266	7	with	with	ADP
aiti-12683	266	8	pls	pls	NOUN
aiti-12683	266	9	and	and	CCONJ
aiti-12683	266	10	pcr	pcr	NOUN
aiti-12683	266	11	models	model	NOUN
aiti-12683	266	12	in	in	ADP
aiti-12683	266	13	estimating	estimate	VERB
aiti-12683	266	14	total	total	ADJ
aiti-12683	266	15	phosphorus	phosphorus	NOUN
aiti-12683	266	16	is	be	AUX
aiti-12683	266	17	depicted	depict	VERB
aiti-12683	266	18	in	in	ADP
aiti-12683	266	19	table	table	NOUN
aiti-12683	266	20	8	8	NUM
aiti-12683	266	21	.	.	PUNCT
aiti-12683	267	1	the	the	DET
aiti-12683	267	2	mlr	mlr	PROPN
aiti-12683	267	3	model	model	NOUN
aiti-12683	267	4	,	,	PUNCT
aiti-12683	267	5	with	with	ADP
aiti-12683	267	6	the	the	DET
aiti-12683	267	7	d1	d1	NOUN
aiti-12683	267	8	,	,	PUNCT
aiti-12683	267	9	demonstrates	demonstrate	VERB
aiti-12683	267	10	excellent	excellent	ADJ
aiti-12683	267	11	performance	performance	NOUN
aiti-12683	267	12	in	in	ADP
aiti-12683	267	13	the	the	DET
aiti-12683	267	14	calibration	calibration	NOUN
aiti-12683	267	15	with	with	ADP
aiti-12683	267	16	an	an	DET
aiti-12683	267	17	r2	r2	NOUN
aiti-12683	267	18	value	value	NOUN
aiti-12683	267	19	of	of	ADP
aiti-12683	267	20	0.94	0.94	NUM
aiti-12683	267	21	and	and	CCONJ
aiti-12683	267	22	a	a	DET
aiti-12683	267	23	r	r	NOUN
aiti-12683	267	24	of	of	ADP
aiti-12683	267	25	0.97	0.97	NUM
aiti-12683	267	26	.	.	PUNCT
aiti-12683	268	1	besides	besides	SCONJ
aiti-12683	268	2	,	,	PUNCT
aiti-12683	268	3	the	the	DET
aiti-12683	268	4	rmse	rmse	ADJ
aiti-12683	268	5	value	value	NOUN
aiti-12683	268	6	of	of	ADP
aiti-12683	268	7	0.029	0.029	NUM
aiti-12683	268	8	g/100	g/100	PROPN
aiti-12683	268	9	g	g	PROPN
aiti-12683	268	10	and	and	CCONJ
aiti-12683	268	11	rpd	rpd	PROPN
aiti-12683	268	12	value	value	NOUN
aiti-12683	268	13	of	of	ADP
aiti-12683	268	14	4.2	4.2	NUM
aiti-12683	268	15	indicate	indicate	VERB
aiti-12683	268	16	significant	significant	ADJ
aiti-12683	268	17	prediction	prediction	NOUN
aiti-12683	268	18	accuracy	accuracy	NOUN
aiti-12683	268	19	.	.	PUNCT
aiti-12683	269	1	however	however	ADV
aiti-12683	269	2	,	,	PUNCT
aiti-12683	269	3	in	in	ADP
aiti-12683	269	4	the	the	DET
aiti-12683	269	5	validation	validation	NOUN
aiti-12683	269	6	,	,	PUNCT
aiti-12683	269	7	this	this	DET
aiti-12683	269	8	model	model	NOUN
aiti-12683	269	9	experiences	experience	VERB
aiti-12683	269	10	a	a	DET
aiti-12683	269	11	slight	slight	ADJ
aiti-12683	269	12	decrease	decrease	NOUN
aiti-12683	269	13	in	in	ADP
aiti-12683	269	14	performance	performance	NOUN
aiti-12683	269	15	with	with	ADP
aiti-12683	269	16	r²	r²	NOUN
aiti-12683	269	17	at	at	ADP
aiti-12683	269	18	0.92	0.92	NUM
aiti-12683	269	19	and	and	CCONJ
aiti-12683	269	20	r	r	NOUN
aiti-12683	269	21	at	at	ADP
aiti-12683	269	22	0.96	0.96	NUM
aiti-12683	269	23	.	.	PUNCT
aiti-12683	270	1	meanwhile	meanwhile	ADV
aiti-12683	270	2	,	,	PUNCT
aiti-12683	270	3	with	with	ADP
aiti-12683	270	4	absorbance	absorbance	NOUN
aiti-12683	270	5	(	(	PUNCT
aiti-12683	270	6	log	log	NOUN
aiti-12683	270	7	1	1	NUM
aiti-12683	270	8	/	/	SYM
aiti-12683	270	9	r	r	NOUN
aiti-12683	270	10	)	)	PUNCT
aiti-12683	270	11	,	,	PUNCT
aiti-12683	270	12	the	the	DET
aiti-12683	270	13	pls	pls	PROPN
aiti-12683	270	14	model	model	NOUN
aiti-12683	270	15	exhibits	exhibit	VERB
aiti-12683	270	16	higher	high	ADJ
aiti-12683	270	17	performance	performance	NOUN
aiti-12683	270	18	in	in	ADP
aiti-12683	270	19	calibration	calibration	NOUN
aiti-12683	270	20	and	and	CCONJ
aiti-12683	270	21	validation	validation	NOUN
aiti-12683	270	22	.	.	PUNCT
aiti-12683	271	1	this	this	DET
aiti-12683	271	2	model	model	NOUN
aiti-12683	271	3	achieves	achieve	VERB
aiti-12683	271	4	high	high	ADJ
aiti-12683	271	5	accuracy	accuracy	NOUN
aiti-12683	271	6	with	with	ADP
aiti-12683	271	7	r²	r²	NOUN
aiti-12683	271	8	values	value	NOUN
aiti-12683	271	9	of	of	ADP
aiti-12683	271	10	0.95	0.95	NUM
aiti-12683	271	11	and	and	CCONJ
aiti-12683	271	12	0.97	0.97	NUM
aiti-12683	271	13	and	and	CCONJ
aiti-12683	271	14	r	r	NOUN
aiti-12683	271	15	at	at	ADP
aiti-12683	271	16	0.98	0.98	NUM
aiti-12683	271	17	in	in	ADP
aiti-12683	271	18	the	the	DET
aiti-12683	271	19	calibration	calibration	NOUN
aiti-12683	271	20	.	.	PUNCT
aiti-12683	272	1	the	the	DET
aiti-12683	272	2	low	low	ADJ
aiti-12683	272	3	rmse	rmse	NOUN
aiti-12683	272	4	value	value	NOUN
aiti-12683	272	5	(	(	PUNCT
aiti-12683	272	6	0.026	0.026	NUM
aiti-12683	272	7	g/100	g/100	PROPN
aiti-12683	272	8	g	g	NOUN
aiti-12683	272	9	)	)	PUNCT
aiti-12683	272	10	and	and	CCONJ
aiti-12683	272	11	high	high	ADJ
aiti-12683	272	12	rpd	rpd	NOUN
aiti-12683	272	13	(	(	PUNCT
aiti-12683	272	14	4.7	4.7	NUM
aiti-12683	272	15	)	)	PUNCT
aiti-12683	272	16	affirm	affirm	NOUN
aiti-12683	272	17	the	the	DET
aiti-12683	272	18	reliability	reliability	NOUN
aiti-12683	272	19	of	of	ADP
aiti-12683	272	20	the	the	DET
aiti-12683	272	21	pls	pls	PROPN
aiti-12683	272	22	model	model	NOUN
aiti-12683	272	23	’s	’s	PART
aiti-12683	272	24	predictions	prediction	NOUN
aiti-12683	272	25	.	.	PUNCT
aiti-12683	273	1	on	on	ADP
aiti-12683	273	2	the	the	DET
aiti-12683	273	3	other	other	ADJ
aiti-12683	273	4	hand	hand	NOUN
aiti-12683	273	5	,	,	PUNCT
aiti-12683	273	6	the	the	DET
aiti-12683	273	7	pcr	pcr	PROPN
aiti-12683	273	8	model	model	NOUN
aiti-12683	273	9	,	,	PUNCT
aiti-12683	273	10	with	with	ADP
aiti-12683	273	11	the	the	DET
aiti-12683	273	12	normalization	normalization	NOUN
aiti-12683	273	13	of	of	ADP
aiti-12683	273	14	absorbance	absorbance	NOUN
aiti-12683	273	15	,	,	PUNCT
aiti-12683	273	16	demonstrates	demonstrate	VERB
aiti-12683	273	17	performance	performance	NOUN
aiti-12683	273	18	comparable	comparable	ADJ
aiti-12683	273	19	to	to	ADP
aiti-12683	273	20	mlr	mlr	PROPN
aiti-12683	273	21	.	.	PUNCT
aiti-12683	274	1	with	with	ADP
aiti-12683	274	2	r²	r²	NOUN
aiti-12683	274	3	at	at	ADP
aiti-12683	274	4	0.94	0.94	NUM
aiti-12683	274	5	in	in	ADP
aiti-12683	274	6	the	the	DET
aiti-12683	274	7	calibration	calibration	NOUN
aiti-12683	274	8	and	and	CCONJ
aiti-12683	274	9	0.93	0.93	NUM
aiti-12683	274	10	in	in	ADP
aiti-12683	274	11	the	the	DET
aiti-12683	274	12	validation	validation	NOUN
aiti-12683	274	13	,	,	PUNCT
aiti-12683	274	14	this	this	DET
aiti-12683	274	15	model	model	NOUN
aiti-12683	274	16	provides	provide	VERB
aiti-12683	274	17	good	good	ADJ
aiti-12683	274	18	predictions	prediction	NOUN
aiti-12683	274	19	.	.	PUNCT
aiti-12683	275	1	although	although	SCONJ
aiti-12683	275	2	slightly	slightly	ADV
aiti-12683	275	3	lower	low	ADJ
aiti-12683	275	4	than	than	ADP
aiti-12683	275	5	pls	pls	INTJ
aiti-12683	275	6	,	,	PUNCT
aiti-12683	275	7	pcr	pcr	PROPN
aiti-12683	275	8	yields	yield	VERB
aiti-12683	275	9	a	a	DET
aiti-12683	275	10	low	low	ADJ
aiti-12683	275	11	rmse	rmse	NOUN
aiti-12683	275	12	value	value	NOUN
aiti-12683	275	13	(	(	PUNCT
aiti-12683	275	14	0.029	0.029	NUM
aiti-12683	275	15	g/100	g/100	PROPN
aiti-12683	275	16	g	g	NOUN
aiti-12683	275	17	)	)	PUNCT
aiti-12683	275	18	and	and	CCONJ
aiti-12683	275	19	a	a	DET
aiti-12683	275	20	sufficiently	sufficiently	ADV
aiti-12683	275	21	high	high	ADJ
aiti-12683	275	22	rpd	rpd	NOUN
aiti-12683	275	23	(	(	PUNCT
aiti-12683	275	24	3.9	3.9	NUM
aiti-12683	275	25	)	)	PUNCT
aiti-12683	275	26	.	.	PUNCT
aiti-12683	276	1	advances	advance	NOUN
aiti-12683	276	2	in	in	ADP
aiti-12683	276	3	technology	technology	NOUN
aiti-12683	276	4	innovation	innovation	NOUN
aiti-12683	276	5	,	,	PUNCT
aiti-12683	276	6	vol	vol	NOUN
aiti-12683	276	7	.	.	PROPN
aiti-12683	276	8	9	9	NUM
aiti-12683	276	9	,	,	PUNCT
aiti-12683	276	10	no	no	INTJ
aiti-12683	276	11	.	.	NOUN
aiti-12683	276	12	1	1	NUM
aiti-12683	276	13	,	,	PUNCT
aiti-12683	276	14	2024	2024	NUM
aiti-12683	276	15	,	,	PUNCT
aiti-12683	276	16	pp	pp	ADJ
aiti-12683	276	17	.	.	PUNCT
aiti-12683	277	1	50	50	NUM
aiti-12683	277	2	-	-	SYM
aiti-12683	277	3	64	64	NUM
aiti-12683	277	4	61	61	NUM
aiti-12683	277	5	table	table	NOUN
aiti-12683	277	6	8	8	NUM
aiti-12683	277	7	comparison	comparison	NOUN
aiti-12683	277	8	mlr	mlr	NOUN
aiti-12683	277	9	model	model	NOUN
aiti-12683	277	10	with	with	ADP
aiti-12683	277	11	pls	pls	INTJ
aiti-12683	277	12	and	and	CCONJ
aiti-12683	277	13	pcr	pcr	PROPN
aiti-12683	277	14	in	in	ADP
aiti-12683	277	15	predicting	predict	VERB
aiti-12683	277	16	total	total	ADJ
aiti-12683	277	17	potassium	potassium	NOUN
aiti-12683	277	18	model	model	NOUN
aiti-12683	277	19	pretreatment	pretreatment	NOUN
aiti-12683	277	20	data	datum	NOUN
aiti-12683	277	21	calibration	calibration	NOUN
aiti-12683	277	22	validation	validation	NOUN
aiti-12683	277	23	r	r	NOUN
aiti-12683	277	24	r2	r2	PROPN
aiti-12683	277	25	rmse	rmse	NOUN
aiti-12683	277	26	(	(	PUNCT
aiti-12683	277	27	g/100	g/100	PROPN
aiti-12683	277	28	g	g	NOUN
aiti-12683	277	29	)	)	PUNCT
aiti-12683	277	30	rpd	rpd	PROPN
aiti-12683	277	31	r	r	PROPN
aiti-12683	277	32	r2	r2	PROPN
aiti-12683	277	33	rmse	rmse	NOUN
aiti-12683	277	34	(	(	PUNCT
aiti-12683	277	35	g/100	g/100	PROPN
aiti-12683	277	36	g	g	NOUN
aiti-12683	277	37	)	)	PUNCT
aiti-12683	277	38	rpd	rpd	PROPN
aiti-12683	277	39	mlr	mlr	PROPN
aiti-12683	277	40	rdg1	rdg1	PROPN
aiti-12683	277	41	wl	wl	PROPN
aiti-12683	277	42	0.97	0.97	NUM
aiti-12683	277	43	0.94	0.94	NUM
aiti-12683	277	44	0.029	0.029	NUM
aiti-12683	277	45	4.2	4.2	NUM
aiti-12683	277	46	0.96	0.96	NUM
aiti-12683	277	47	0.92	0.92	NUM
aiti-12683	277	48	0.036	0.036	NUM
aiti-12683	277	49	3.6	3.6	NUM
aiti-12683	277	50	1.9	1.9	NUM
aiti-12683	277	51	pls	pls	INTJ
aiti-12683	277	52	a	a	DET
aiti-12683	277	53	lv	lv	PROPN
aiti-12683	277	54	0.98	0.98	NUM
aiti-12683	277	55	0.95	0.95	NUM
aiti-12683	277	56	0.026	0.026	NUM
aiti-12683	277	57	4.7	4.7	NUM
aiti-12683	277	58	0.97	0.97	NUM
aiti-12683	277	59	0.95	0.95	NUM
aiti-12683	277	60	0.028	0.028	NUM
aiti-12683	277	61	4.3	4.3	NUM
aiti-12683	277	62	2.5	2.5	NUM
aiti-12683	277	63	pcr	pcr	ADJ
aiti-12683	277	64	anorm	anorm	NOUN
aiti-12683	277	65	pc	pc	NOUN
aiti-12683	277	66	0.97	0.97	NUM
aiti-12683	277	67	0.94	0.94	NUM
aiti-12683	277	68	0.029	0.029	NUM
aiti-12683	277	69	4.1	4.1	NUM
aiti-12683	277	70	0.97	0.97	NUM
aiti-12683	277	71	0.93	0.93	NUM
aiti-12683	277	72	0.031	0.031	NUM
aiti-12683	277	73	3.9	3.9	NUM
aiti-12683	277	74	2.4	2.4	NUM
aiti-12683	277	75	wl	wl	NOUN
aiti-12683	277	76	:	:	PUNCT
aiti-12683	277	77	number	number	NOUN
aiti-12683	277	78	of	of	ADP
aiti-12683	277	79	wavelengths	wavelength	NOUN
aiti-12683	277	80	,	,	PUNCT
aiti-12683	277	81	lv	lv	ADJ
aiti-12683	277	82	:	:	PUNCT
aiti-12683	277	83	number	number	NOUN
aiti-12683	277	84	of	of	ADP
aiti-12683	277	85	latent	latent	NOUN
aiti-12683	277	86	variables	variable	NOUN
aiti-12683	277	87	,	,	PUNCT
aiti-12683	277	88	pc	pc	NOUN
aiti-12683	277	89	:	:	PUNCT
aiti-12683	277	90	number	number	NOUN
aiti-12683	277	91	of	of	ADP
aiti-12683	277	92	principal	principal	ADJ
aiti-12683	277	93	components	component	NOUN
aiti-12683	277	94	,	,	PUNCT
aiti-12683	277	95	r	r	NOUN
aiti-12683	277	96	:	:	PUNCT
aiti-12683	277	97	coefficient	coefficient	NOUN
aiti-12683	277	98	correlation	correlation	NOUN
aiti-12683	277	99	,	,	PUNCT
aiti-12683	277	100	r2	r2	PROPN
aiti-12683	277	101	:	:	PUNCT
aiti-12683	277	102	coefficient	coefficient	NOUN
aiti-12683	277	103	determination	determination	NOUN
aiti-12683	277	104	,	,	PUNCT
aiti-12683	277	105	rmse	rmse	NOUN
aiti-12683	277	106	:	:	PUNCT
aiti-12683	277	107	root	root	NOUN
aiti-12683	277	108	mean	mean	VERB
aiti-12683	277	109	square	square	NOUN
aiti-12683	277	110	error	error	NOUN
aiti-12683	277	111	,	,	PUNCT
aiti-12683	277	112	rpd	rpd	PROPN
aiti-12683	277	113	:	:	PUNCT
aiti-12683	277	114	ratio	ratio	NOUN
aiti-12683	277	115	of	of	ADP
aiti-12683	277	116	performance	performance	NOUN
aiti-12683	277	117	deviation	deviation	NOUN
aiti-12683	277	118	.	.	PUNCT
aiti-12683	278	1	in	in	ADP
aiti-12683	278	2	the	the	DET
aiti-12683	278	3	calibration	calibration	NOUN
aiti-12683	278	4	,	,	PUNCT
aiti-12683	278	5	the	the	DET
aiti-12683	278	6	pls	pls	NOUN
aiti-12683	278	7	model	model	NOUN
aiti-12683	278	8	r	r	NOUN
aiti-12683	278	9	value	value	NOUN
aiti-12683	278	10	of	of	ADP
aiti-12683	278	11	0.98	0.98	NUM
aiti-12683	278	12	is	be	AUX
aiti-12683	278	13	higher	high	ADJ
aiti-12683	278	14	than	than	ADP
aiti-12683	278	15	mlr	mlr	NOUN
aiti-12683	278	16	(	(	PUNCT
aiti-12683	278	17	0.97	0.97	NUM
aiti-12683	278	18	)	)	PUNCT
aiti-12683	278	19	and	and	CCONJ
aiti-12683	278	20	pcr	pcr	PROPN
aiti-12683	278	21	(	(	PUNCT
aiti-12683	278	22	0.97	0.97	NUM
aiti-12683	278	23	)	)	PUNCT
aiti-12683	278	24	.	.	PUNCT
aiti-12683	279	1	this	this	DET
aiti-12683	279	2	result	result	NOUN
aiti-12683	279	3	denotes	denote	VERB
aiti-12683	279	4	that	that	PRON
aiti-12683	279	5	pls	pls	INTJ
aiti-12683	279	6	can	can	AUX
aiti-12683	279	7	better	well	ADV
aiti-12683	279	8	elaborate	elaborate	VERB
aiti-12683	279	9	the	the	DET
aiti-12683	279	10	training	training	NOUN
aiti-12683	279	11	data	data	NOUN
aiti-12683	279	12	’s	’s	PART
aiti-12683	279	13	relationship	relationship	NOUN
aiti-12683	279	14	between	between	ADP
aiti-12683	279	15	input	input	NOUN
aiti-12683	279	16	variables	variable	NOUN
aiti-12683	279	17	and	and	CCONJ
aiti-12683	279	18	total	total	ADJ
aiti-12683	279	19	potassium	potassium	NOUN
aiti-12683	279	20	.	.	PUNCT
aiti-12683	280	1	regarding	regard	VERB
aiti-12683	280	2	the	the	DET
aiti-12683	280	3	r2	r2	PROPN
aiti-12683	280	4	calibration	calibration	NOUN
aiti-12683	280	5	,	,	PUNCT
aiti-12683	280	6	pls	pls	PROPN
aiti-12683	280	7	also	also	ADV
aiti-12683	280	8	excels	excel	VERB
aiti-12683	280	9	with	with	ADP
aiti-12683	280	10	a	a	DET
aiti-12683	280	11	score	score	NOUN
aiti-12683	280	12	of	of	ADP
aiti-12683	280	13	0.95	0.95	NUM
aiti-12683	280	14	,	,	PUNCT
aiti-12683	280	15	while	while	SCONJ
aiti-12683	280	16	mlr	mlr	NOUN
aiti-12683	280	17	and	and	CCONJ
aiti-12683	280	18	pcr	pcr	PROPN
aiti-12683	280	19	have	have	VERB
aiti-12683	280	20	values	value	NOUN
aiti-12683	280	21	of	of	ADP
aiti-12683	280	22	0.94	0.94	NUM
aiti-12683	280	23	and	and	CCONJ
aiti-12683	280	24	0.941	0.941	NUM
aiti-12683	280	25	,	,	PUNCT
aiti-12683	280	26	respectively	respectively	ADV
aiti-12683	280	27	.	.	PUNCT
aiti-12683	281	1	therefore	therefore	ADV
aiti-12683	281	2	,	,	PUNCT
aiti-12683	281	3	pls	pls	PROPN
aiti-12683	281	4	can	can	AUX
aiti-12683	281	5	better	well	ADV
aiti-12683	281	6	capture	capture	VERB
aiti-12683	281	7	the	the	DET
aiti-12683	281	8	variation	variation	NOUN
aiti-12683	281	9	in	in	ADP
aiti-12683	281	10	the	the	DET
aiti-12683	281	11	calibration	calibration	NOUN
aiti-12683	281	12	data	datum	NOUN
aiti-12683	281	13	.	.	PUNCT
aiti-12683	282	1	furthermore	furthermore	ADV
aiti-12683	282	2	,	,	PUNCT
aiti-12683	282	3	the	the	DET
aiti-12683	282	4	root	root	NOUN
aiti-12683	282	5	mean	mean	VERB
aiti-12683	282	6	square	square	ADJ
aiti-12683	282	7	error	error	NOUN
aiti-12683	282	8	(	(	PUNCT
aiti-12683	282	9	rmse	rmse	NOUN
aiti-12683	282	10	)	)	PUNCT
aiti-12683	282	11	during	during	ADP
aiti-12683	282	12	calibration	calibration	NOUN
aiti-12683	282	13	,	,	PUNCT
aiti-12683	282	14	pls	pls	INTJ
aiti-12683	282	15	,	,	PUNCT
aiti-12683	282	16	has	have	VERB
aiti-12683	282	17	the	the	DET
aiti-12683	282	18	lowest	low	ADJ
aiti-12683	282	19	rmse	rmse	NOUN
aiti-12683	282	20	value	value	NOUN
aiti-12683	282	21	(	(	PUNCT
aiti-12683	282	22	0.026	0.026	NUM
aiti-12683	282	23	g/100	g/100	PROPN
aiti-12683	282	24	g	g	NOUN
aiti-12683	282	25	)	)	PUNCT
aiti-12683	282	26	,	,	PUNCT
aiti-12683	282	27	and	and	CCONJ
aiti-12683	282	28	therein	therein	ADV
aiti-12683	282	29	lies	lie	VERB
aiti-12683	282	30	the	the	DET
aiti-12683	282	31	lower	low	ADJ
aiti-12683	282	32	prediction	prediction	NOUN
aiti-12683	282	33	error	error	NOUN
aiti-12683	282	34	of	of	ADP
aiti-12683	282	35	this	this	DET
aiti-12683	282	36	model	model	NOUN
aiti-12683	282	37	compared	compare	VERB
aiti-12683	282	38	to	to	ADP
aiti-12683	282	39	mlr	mlr	PROPN
aiti-12683	282	40	(	(	PUNCT
aiti-12683	282	41	0.029	0.029	NUM
aiti-12683	282	42	g/100	g/100	PROPN
aiti-12683	282	43	g	g	NOUN
aiti-12683	282	44	)	)	PUNCT
aiti-12683	282	45	and	and	CCONJ
aiti-12683	282	46	pcr	pcr	PROPN
aiti-12683	282	47	(	(	PUNCT
aiti-12683	282	48	0.029	0.029	NUM
aiti-12683	282	49	g/100	g/100	PROPN
aiti-12683	282	50	g	g	NOUN
aiti-12683	282	51	)	)	PUNCT
aiti-12683	282	52	.	.	PUNCT
aiti-12683	283	1	in	in	ADP
aiti-12683	283	2	the	the	DET
aiti-12683	283	3	validation	validation	NOUN
aiti-12683	283	4	stage	stage	NOUN
aiti-12683	283	5	,	,	PUNCT
aiti-12683	283	6	the	the	DET
aiti-12683	283	7	results	result	NOUN
aiti-12683	283	8	are	be	AUX
aiti-12683	283	9	also	also	ADV
aiti-12683	283	10	noteworthy	noteworthy	ADJ
aiti-12683	283	11	.	.	PUNCT
aiti-12683	284	1	pls	pls	PROPN
aiti-12683	284	2	maintains	maintain	VERB
aiti-12683	284	3	good	good	ADJ
aiti-12683	284	4	performance	performance	NOUN
aiti-12683	284	5	with	with	ADP
aiti-12683	284	6	an	an	DET
aiti-12683	284	7	r2	r2	NOUN
aiti-12683	284	8	value	value	NOUN
aiti-12683	284	9	of	of	ADP
aiti-12683	284	10	0.95	0.95	NUM
aiti-12683	284	11	,	,	PUNCT
aiti-12683	284	12	whereas	whereas	SCONJ
aiti-12683	284	13	mlr	mlr	NOUN
aiti-12683	284	14	and	and	CCONJ
aiti-12683	284	15	pcr	pcr	PROPN
aiti-12683	284	16	show	show	VERB
aiti-12683	284	17	a	a	DET
aiti-12683	284	18	slight	slight	ADJ
aiti-12683	284	19	decrease	decrease	NOUN
aiti-12683	284	20	in	in	ADP
aiti-12683	284	21	performance	performance	NOUN
aiti-12683	284	22	with	with	ADP
aiti-12683	284	23	values	value	NOUN
aiti-12683	284	24	of	of	ADP
aiti-12683	284	25	0.92	0.92	NUM
aiti-12683	284	26	and	and	CCONJ
aiti-12683	284	27	0.933	0.933	NUM
aiti-12683	284	28	,	,	PUNCT
aiti-12683	284	29	respectively	respectively	ADV
aiti-12683	284	30	.	.	PUNCT
aiti-12683	285	1	regarding	regard	VERB
aiti-12683	285	2	the	the	DET
aiti-12683	285	3	rpd	rpd	PROPN
aiti-12683	285	4	values	value	NOUN
aiti-12683	285	5	in	in	ADP
aiti-12683	285	6	validation	validation	NOUN
aiti-12683	285	7	,	,	PUNCT
aiti-12683	285	8	both	both	CCONJ
aiti-12683	285	9	pls	pls	INTJ
aiti-12683	285	10	(	(	PUNCT
aiti-12683	285	11	4.3	4.3	NUM
aiti-12683	285	12	)	)	PUNCT
aiti-12683	285	13	and	and	CCONJ
aiti-12683	285	14	mlr	mlr	NOUN
aiti-12683	285	15	(	(	PUNCT
aiti-12683	285	16	3.6	3.6	NUM
aiti-12683	285	17	)	)	PUNCT
aiti-12683	285	18	experience	experience	NOUN
aiti-12683	285	19	a	a	DET
aiti-12683	285	20	decline	decline	NOUN
aiti-12683	285	21	from	from	ADP
aiti-12683	285	22	the	the	DET
aiti-12683	285	23	calibration	calibration	NOUN
aiti-12683	285	24	rpd	rpd	PROPN
aiti-12683	285	25	values	value	NOUN
aiti-12683	285	26	,	,	PUNCT
aiti-12683	285	27	but	but	CCONJ
aiti-12683	285	28	pls	pls	INTJ
aiti-12683	285	29	remains	remain	VERB
aiti-12683	285	30	superior	superior	ADJ
aiti-12683	285	31	.	.	PUNCT
aiti-12683	286	1	overall	overall	ADV
aiti-12683	286	2	,	,	PUNCT
aiti-12683	286	3	the	the	DET
aiti-12683	286	4	pls	pls	PROPN
aiti-12683	286	5	model	model	NOUN
aiti-12683	286	6	stands	stand	VERB
aiti-12683	286	7	out	out	ADP
aiti-12683	286	8	in	in	ADP
aiti-12683	286	9	its	its	PRON
aiti-12683	286	10	predictive	predictive	ADJ
aiti-12683	286	11	ability	ability	NOUN
aiti-12683	286	12	,	,	PUNCT
aiti-12683	286	13	both	both	CCONJ
aiti-12683	286	14	in	in	ADP
aiti-12683	286	15	the	the	DET
aiti-12683	286	16	calibration	calibration	NOUN
aiti-12683	286	17	and	and	CCONJ
aiti-12683	286	18	validation	validation	NOUN
aiti-12683	286	19	,	,	PUNCT
aiti-12683	286	20	with	with	ADP
aiti-12683	286	21	high	high	ADJ
aiti-12683	286	22	correlation	correlation	NOUN
aiti-12683	286	23	,	,	PUNCT
aiti-12683	286	24	good	good	ADJ
aiti-12683	286	25	r2	r2	NOUN
aiti-12683	286	26	,	,	PUNCT
aiti-12683	286	27	and	and	CCONJ
aiti-12683	286	28	low	low	ADJ
aiti-12683	286	29	prediction	prediction	NOUN
aiti-12683	286	30	error	error	NOUN
aiti-12683	286	31	.	.	PUNCT
aiti-12683	287	1	while	while	SCONJ
aiti-12683	287	2	mlr	mlr	NOUN
aiti-12683	287	3	and	and	CCONJ
aiti-12683	287	4	pcr	pcr	PROPN
aiti-12683	287	5	also	also	ADV
aiti-12683	287	6	provide	provide	VERB
aiti-12683	287	7	good	good	ADJ
aiti-12683	287	8	results	result	NOUN
aiti-12683	287	9	,	,	PUNCT
aiti-12683	287	10	pls	pls	INTJ
aiti-12683	287	11	might	might	AUX
aiti-12683	287	12	be	be	AUX
aiti-12683	287	13	more	more	ADV
aiti-12683	287	14	optimal	optimal	ADJ
aiti-12683	287	15	for	for	ADP
aiti-12683	287	16	predicting	predict	VERB
aiti-12683	287	17	total	total	ADJ
aiti-12683	287	18	potassium	potassium	NOUN
aiti-12683	287	19	thereon	thereon	NOUN
aiti-12683	287	20	.	.	PUNCT
aiti-12683	288	1	fig	fig	NOUN
aiti-12683	288	2	.	.	PUNCT
aiti-12683	289	1	5	5	NUM
aiti-12683	289	2	wavelength	wavelength	NOUN
aiti-12683	289	3	contribution	contribution	NOUN
aiti-12683	289	4	to	to	ADP
aiti-12683	289	5	mlr	mlr	PROPN
aiti-12683	289	6	model	model	NOUN
aiti-12683	289	7	(	(	PUNCT
aiti-12683	289	8	model	model	NOUN
aiti-12683	289	9	2	2	NUM
aiti-12683	289	10	)	)	PUNCT
aiti-12683	289	11	for	for	ADP
aiti-12683	289	12	total	total	ADJ
aiti-12683	289	13	potassium	potassium	NOUN
aiti-12683	289	14	prediction	prediction	NOUN
aiti-12683	289	15	from	from	ADP
aiti-12683	289	16	d1	d1	PROPN
aiti-12683	289	17	reflectance	reflectance	NOUN
aiti-12683	289	18	spectra	spectra	ADJ
aiti-12683	289	19	fig	fig	NOUN
aiti-12683	289	20	.	.	PUNCT
aiti-12683	289	21	6	6	NUM
aiti-12683	289	22	mlr	mlr	NOUN
aiti-12683	289	23	model	model	NOUN
aiti-12683	289	24	(	(	PUNCT
aiti-12683	289	25	model	model	NOUN
aiti-12683	289	26	2	2	NUM
aiti-12683	289	27	)	)	PUNCT
aiti-12683	289	28	calibration	calibration	NOUN
aiti-12683	289	29	and	and	CCONJ
aiti-12683	289	30	validation	validation	NOUN
aiti-12683	289	31	for	for	ADP
aiti-12683	289	32	predicted	predict	VERB
aiti-12683	289	33	total	total	ADJ
aiti-12683	289	34	potassium	potassium	NOUN
aiti-12683	289	35	advances	advance	NOUN
aiti-12683	289	36	in	in	ADP
aiti-12683	289	37	technology	technology	NOUN
aiti-12683	289	38	innovation	innovation	NOUN
aiti-12683	289	39	,	,	PUNCT
aiti-12683	289	40	vol	vol	NOUN
aiti-12683	289	41	.	.	PROPN
aiti-12683	289	42	9	9	NUM
aiti-12683	289	43	,	,	PUNCT
aiti-12683	289	44	no	no	INTJ
aiti-12683	289	45	.	.	NOUN
aiti-12683	289	46	1	1	NUM
aiti-12683	289	47	,	,	PUNCT
aiti-12683	289	48	2024	2024	NUM
aiti-12683	289	49	,	,	PUNCT
aiti-12683	289	50	pp	pp	ADJ
aiti-12683	289	51	.	.	PUNCT
aiti-12683	290	1	50	50	NUM
aiti-12683	290	2	-	-	SYM
aiti-12683	290	3	64	64	NUM
aiti-12683	290	4	62	62	NUM
aiti-12683	290	5	the	the	DET
aiti-12683	290	6	selected	select	VERB
aiti-12683	290	7	wavelengths	wavelength	NOUN
aiti-12683	290	8	in	in	ADP
aiti-12683	290	9	model	model	NOUN
aiti-12683	290	10	2	2	NUM
aiti-12683	290	11	,	,	PUNCT
aiti-12683	290	12	which	which	PRON
aiti-12683	290	13	correlate	correlate	VERB
aiti-12683	290	14	highly	highly	ADV
aiti-12683	290	15	with	with	ADP
aiti-12683	290	16	total	total	ADJ
aiti-12683	290	17	potassium	potassium	NOUN
aiti-12683	290	18	,	,	PUNCT
aiti-12683	290	19	are	be	AUX
aiti-12683	290	20	1413	1413	NUM
aiti-12683	290	21	,	,	PUNCT
aiti-12683	290	22	1919	1919	NUM
aiti-12683	290	23	,	,	PUNCT
aiti-12683	290	24	2352	2352	NUM
aiti-12683	290	25	,	,	PUNCT
aiti-12683	290	26	and	and	CCONJ
aiti-12683	290	27	2172	2172	NUM
aiti-12683	290	28	nm	nm	NOUN
aiti-12683	290	29	(	(	PUNCT
aiti-12683	290	30	fig	fig	NOUN
aiti-12683	290	31	.	.	PUNCT
aiti-12683	290	32	5	5	NUM
aiti-12683	290	33	)	)	PUNCT
aiti-12683	290	34	,	,	PUNCT
aiti-12683	290	35	with	with	ADP
aiti-12683	290	36	a	a	DET
aiti-12683	290	37	correlation	correlation	NOUN
aiti-12683	290	38	coefficient	coefficient	NOUN
aiti-12683	290	39	of	of	ADP
aiti-12683	290	40	0.97	0.97	NUM
aiti-12683	290	41	(	(	PUNCT
aiti-12683	290	42	table	table	NOUN
aiti-12683	290	43	7	7	NUM
aiti-12683	290	44	)	)	PUNCT
aiti-12683	290	45	.	.	PUNCT
aiti-12683	291	1	fig	fig	NOUN
aiti-12683	291	2	.	.	PUNCT
aiti-12683	292	1	5	5	NUM
aiti-12683	292	2	describes	describe	VERB
aiti-12683	292	3	the	the	DET
aiti-12683	292	4	d1	d1	NOUN
aiti-12683	292	5	of	of	ADP
aiti-12683	292	6	reflectance	reflectance	NOUN
aiti-12683	292	7	from	from	ADP
aiti-12683	292	8	all	all	DET
aiti-12683	292	9	soil	soil	NOUN
aiti-12683	292	10	samples	sample	NOUN
aiti-12683	292	11	in	in	ADP
aiti-12683	292	12	1400	1400	NUM
aiti-12683	292	13	–	–	SYM
aiti-12683	292	14	2400	2400	NUM
aiti-12683	292	15	nm	nm	NOUN
aiti-12683	292	16	and	and	CCONJ
aiti-12683	292	17	the	the	DET
aiti-12683	292	18	contribution	contribution	NOUN
aiti-12683	292	19	of	of	ADP
aiti-12683	292	20	each	each	DET
aiti-12683	292	21	wavelength	wavelength	NOUN
aiti-12683	292	22	to	to	ADP
aiti-12683	292	23	the	the	DET
aiti-12683	292	24	correlation	correlation	NOUN
aiti-12683	292	25	coefficient	coefficient	NOUN
aiti-12683	292	26	that	that	PRON
aiti-12683	292	27	has	have	AUX
aiti-12683	292	28	been	be	AUX
aiti-12683	292	29	achieved	achieve	VERB
aiti-12683	292	30	.	.	PUNCT
aiti-12683	293	1	the	the	DET
aiti-12683	293	2	wavelength	wavelength	NOUN
aiti-12683	293	3	of	of	ADP
aiti-12683	293	4	1413	1413	NUM
aiti-12683	293	5	nm	nm	NOUN
aiti-12683	293	6	provides	provide	VERB
aiti-12683	293	7	the	the	DET
aiti-12683	293	8	highest	high	ADJ
aiti-12683	293	9	contribution	contribution	NOUN
aiti-12683	293	10	to	to	ADP
aiti-12683	293	11	the	the	DET
aiti-12683	293	12	correlation	correlation	NOUN
aiti-12683	293	13	coefficient	coefficient	NOUN
aiti-12683	293	14	of	of	ADP
aiti-12683	293	15	the	the	DET
aiti-12683	293	16	mlr	mlr	PROPN
aiti-12683	293	17	model	model	NOUN
aiti-12683	293	18	(	(	PUNCT
aiti-12683	293	19	model	model	NOUN
aiti-12683	293	20	5	5	NUM
aiti-12683	293	21	)	)	PUNCT
aiti-12683	293	22	,	,	PUNCT
aiti-12683	293	23	amounting	amount	VERB
aiti-12683	293	24	to	to	ADP
aiti-12683	293	25	88.0	88.0	NUM
aiti-12683	293	26	%	%	NOUN
aiti-12683	293	27	.	.	PUNCT
aiti-12683	294	1	fig	fig	NOUN
aiti-12683	294	2	.	.	PUNCT
aiti-12683	295	1	6	6	NUM
aiti-12683	295	2	illustrates	illustrate	VERB
aiti-12683	295	3	the	the	DET
aiti-12683	295	4	calibration	calibration	NOUN
aiti-12683	295	5	and	and	CCONJ
aiti-12683	295	6	validation	validation	NOUN
aiti-12683	295	7	results	result	NOUN
aiti-12683	295	8	between	between	ADP
aiti-12683	295	9	actual	actual	ADJ
aiti-12683	295	10	total	total	ADJ
aiti-12683	295	11	potassium	potassium	NOUN
aiti-12683	295	12	and	and	CCONJ
aiti-12683	295	13	predicted	predict	VERB
aiti-12683	295	14	total	total	ADJ
aiti-12683	295	15	potassium	potassium	NOUN
aiti-12683	295	16	,	,	PUNCT
aiti-12683	295	17	yielding	yield	VERB
aiti-12683	295	18	calibration	calibration	NOUN
aiti-12683	295	19	r2	r2	NOUN
aiti-12683	295	20	of	of	ADP
aiti-12683	295	21	0.94	0.94	NUM
aiti-12683	295	22	,	,	PUNCT
aiti-12683	295	23	rmsev	rmsev	NOUN
aiti-12683	295	24	of	of	ADP
aiti-12683	295	25	0.036	0.036	NUM
aiti-12683	295	26	g/100	g/100	NUM
aiti-12683	295	27	g	g	NOUN
aiti-12683	295	28	,	,	PUNCT
aiti-12683	295	29	and	and	CCONJ
aiti-12683	295	30	rpdv	rpdv	NOUN
aiti-12683	295	31	of	of	ADP
aiti-12683	295	32	3.6	3.6	NUM
aiti-12683	295	33	.	.	PUNCT
aiti-12683	296	1	4	4	NUM
aiti-12683	296	2	.	.	X
aiti-12683	296	3	conclusion	conclusion	NOUN
aiti-12683	296	4	estimating	estimate	VERB
aiti-12683	296	5	nitrogen	nitrogen	NOUN
aiti-12683	296	6	,	,	PUNCT
aiti-12683	296	7	phosphorus	phosphorus	NOUN
aiti-12683	296	8	,	,	PUNCT
aiti-12683	296	9	and	and	CCONJ
aiti-12683	296	10	potassium	potassium	NOUN
aiti-12683	296	11	content	content	NOUN
aiti-12683	296	12	in	in	ADP
aiti-12683	296	13	paddy	paddy	NOUN
aiti-12683	296	14	soil	soil	NOUN
aiti-12683	296	15	using	use	VERB
aiti-12683	296	16	nir	nir	NOUN
aiti-12683	296	17	at	at	ADP
aiti-12683	296	18	1000	1000	NUM
aiti-12683	296	19	-	-	SYM
aiti-12683	296	20	2500	2500	NUM
aiti-12683	296	21	nm	nm	NOUN
aiti-12683	296	22	and	and	CCONJ
aiti-12683	296	23	the	the	DET
aiti-12683	296	24	mlr	mlr	PROPN
aiti-12683	296	25	model	model	NOUN
aiti-12683	296	26	evinced	evince	VERB
aiti-12683	296	27	lower	low	ADJ
aiti-12683	296	28	performance	performance	NOUN
aiti-12683	296	29	than	than	ADP
aiti-12683	296	30	pls	pls	INTJ
aiti-12683	296	31	for	for	ADP
aiti-12683	296	32	all	all	DET
aiti-12683	296	33	nutrients	nutrient	NOUN
aiti-12683	296	34	but	but	CCONJ
aiti-12683	296	35	better	well	ADJ
aiti-12683	296	36	than	than	ADP
aiti-12683	296	37	pcr	pcr	ADJ
aiti-12683	296	38	for	for	ADP
aiti-12683	296	39	nitrogen	nitrogen	NOUN
aiti-12683	296	40	,	,	PUNCT
aiti-12683	296	41	and	and	CCONJ
aiti-12683	296	42	it	it	PRON
aiti-12683	296	43	was	be	AUX
aiti-12683	296	44	below	below	ADP
aiti-12683	296	45	pcr	pcr	NOUN
aiti-12683	296	46	for	for	ADP
aiti-12683	296	47	phosphorus	phosphorus	NOUN
aiti-12683	296	48	and	and	CCONJ
aiti-12683	296	49	potassium	potassium	NOUN
aiti-12683	296	50	.	.	PUNCT
aiti-12683	297	1	however	however	ADV
aiti-12683	297	2	,	,	PUNCT
aiti-12683	297	3	mlr	mlr	PROPN
aiti-12683	297	4	is	be	AUX
aiti-12683	297	5	well	well	ADV
aiti-12683	297	6	-	-	PUNCT
aiti-12683	297	7	performed	perform	VERB
aiti-12683	297	8	owing	owe	VERB
aiti-12683	297	9	to	to	ADP
aiti-12683	297	10	achieving	achieve	VERB
aiti-12683	297	11	a	a	DET
aiti-12683	297	12	high	high	ADJ
aiti-12683	297	13	rpd	rpd	NOUN
aiti-12683	297	14	>	>	X
aiti-12683	297	15	2.0	2.0	NUM
aiti-12683	297	16	in	in	ADP
aiti-12683	297	17	the	the	DET
aiti-12683	297	18	best	good	ADJ
aiti-12683	297	19	model	model	NOUN
aiti-12683	297	20	for	for	ADP
aiti-12683	297	21	each	each	DET
aiti-12683	297	22	nutrient	nutrient	NOUN
aiti-12683	297	23	.	.	PUNCT
aiti-12683	298	1	the	the	DET
aiti-12683	298	2	study	study	NOUN
aiti-12683	298	3	using	use	VERB
aiti-12683	298	4	simple	simple	ADJ
aiti-12683	298	5	mlr	mlr	NOUN
aiti-12683	298	6	induces	induce	VERB
aiti-12683	298	7	different	different	ADJ
aiti-12683	298	8	pretreatment	pretreatment	NOUN
aiti-12683	298	9	data	datum	NOUN
aiti-12683	298	10	and	and	CCONJ
aiti-12683	298	11	the	the	DET
aiti-12683	298	12	number	number	NOUN
aiti-12683	298	13	of	of	ADP
aiti-12683	298	14	wavelengths	wavelength	NOUN
aiti-12683	298	15	in	in	ADP
aiti-12683	298	16	soil	soil	NOUN
aiti-12683	298	17	nitrogen	nitrogen	NOUN
aiti-12683	298	18	,	,	PUNCT
aiti-12683	298	19	phosphorus	phosphorus	NOUN
aiti-12683	298	20	,	,	PUNCT
aiti-12683	298	21	and	and	CCONJ
aiti-12683	298	22	potassium	potassium	NOUN
aiti-12683	298	23	.	.	PUNCT
aiti-12683	299	1	(	(	PUNCT
aiti-12683	299	2	1	1	X
aiti-12683	299	3	)	)	PUNCT
aiti-12683	299	4	nitrogen	nitrogen	NOUN
aiti-12683	299	5	:	:	PUNCT
aiti-12683	299	6	the	the	DET
aiti-12683	299	7	highest	high	ADJ
aiti-12683	299	8	performance	performance	NOUN
aiti-12683	299	9	was	be	AUX
aiti-12683	299	10	achieved	achieve	VERB
aiti-12683	299	11	by	by	ADP
aiti-12683	299	12	normalization	normalization	NOUN
aiti-12683	299	13	of	of	ADP
aiti-12683	299	14	reflectance	reflectance	NOUN
aiti-12683	299	15	in	in	ADP
aiti-12683	299	16	pretreatment	pretreatment	NOUN
aiti-12683	299	17	data	datum	NOUN
aiti-12683	299	18	with	with	ADP
aiti-12683	299	19	six	six	NUM
aiti-12683	299	20	wavelengths	wavelength	NOUN
aiti-12683	299	21	as	as	ADP
aiti-12683	299	22	variables	variable	NOUN
aiti-12683	299	23	,	,	PUNCT
aiti-12683	299	24	giving	give	VERB
aiti-12683	299	25	results	result	NOUN
aiti-12683	299	26	with	with	ADP
aiti-12683	299	27	r	r	NOUN
aiti-12683	299	28	,	,	PUNCT
aiti-12683	299	29	r2	r2	NOUN
aiti-12683	299	30	,	,	PUNCT
aiti-12683	299	31	rmse	rmse	NOUN
aiti-12683	299	32	,	,	PUNCT
aiti-12683	299	33	and	and	CCONJ
aiti-12683	299	34	rpd	rpd	PROPN
aiti-12683	299	35	values	value	NOUN
aiti-12683	299	36	of	of	ADP
aiti-12683	299	37	0.93	0.93	NUM
aiti-12683	299	38	,	,	PUNCT
aiti-12683	299	39	0.86	0.86	NUM
aiti-12683	299	40	,	,	PUNCT
aiti-12683	299	41	0.014	0.014	NUM
aiti-12683	299	42	g/100	g/100	NUM
aiti-12683	299	43	g	g	NOUN
aiti-12683	299	44	,	,	PUNCT
aiti-12683	299	45	and	and	CCONJ
aiti-12683	299	46	2.6	2.6	NUM
aiti-12683	299	47	,	,	PUNCT
aiti-12683	299	48	respectively	respectively	ADV
aiti-12683	299	49	.	.	PUNCT
aiti-12683	300	1	(	(	PUNCT
aiti-12683	300	2	2	2	X
aiti-12683	300	3	)	)	PUNCT
aiti-12683	300	4	phosphorus	phosphorus	NOUN
aiti-12683	300	5	:	:	PUNCT
aiti-12683	300	6	the	the	DET
aiti-12683	300	7	highest	high	ADJ
aiti-12683	300	8	performance	performance	NOUN
aiti-12683	300	9	was	be	AUX
aiti-12683	300	10	achieved	achieve	VERB
aiti-12683	300	11	by	by	ADP
aiti-12683	300	12	normalization	normalization	NOUN
aiti-12683	300	13	of	of	ADP
aiti-12683	300	14	reflectance	reflectance	NOUN
aiti-12683	300	15	in	in	ADP
aiti-12683	300	16	pretreatment	pretreatment	NOUN
aiti-12683	300	17	data	datum	NOUN
aiti-12683	300	18	with	with	ADP
aiti-12683	300	19	thirteen	thirteen	NUM
aiti-12683	300	20	wavelengths	wavelength	NOUN
aiti-12683	300	21	as	as	ADP
aiti-12683	300	22	variables	variable	NOUN
aiti-12683	300	23	,	,	PUNCT
aiti-12683	300	24	giving	give	VERB
aiti-12683	300	25	results	result	NOUN
aiti-12683	300	26	with	with	ADP
aiti-12683	300	27	r	r	NOUN
aiti-12683	300	28	,	,	PUNCT
aiti-12683	300	29	r2	r2	NOUN
aiti-12683	300	30	,	,	PUNCT
aiti-12683	300	31	rmse	rmse	NOUN
aiti-12683	300	32	,	,	PUNCT
aiti-12683	300	33	and	and	CCONJ
aiti-12683	300	34	rpd	rpd	NOUN
aiti-12683	300	35	values	value	NOUN
aiti-12683	300	36	of	of	ADP
aiti-12683	300	37	about	about	ADV
aiti-12683	300	38	0.92	0.92	NUM
aiti-12683	300	39	,	,	PUNCT
aiti-12683	300	40	0.85	0.85	NUM
aiti-12683	300	41	,	,	PUNCT
aiti-12683	300	42	0.028	0.028	NUM
aiti-12683	300	43	g/100	g/100	NUM
aiti-12683	300	44	g	g	NOUN
aiti-12683	300	45	,	,	PUNCT
aiti-12683	300	46	and	and	CCONJ
aiti-12683	300	47	2.6	2.6	NUM
aiti-12683	300	48	,	,	PUNCT
aiti-12683	300	49	respectively	respectively	ADV
aiti-12683	300	50	.	.	PUNCT
aiti-12683	301	1	(	(	PUNCT
aiti-12683	301	2	3	3	X
aiti-12683	301	3	)	)	PUNCT
aiti-12683	301	4	potassium	potassium	NOUN
aiti-12683	301	5	:	:	PUNCT
aiti-12683	301	6	the	the	DET
aiti-12683	301	7	highest	high	ADJ
aiti-12683	301	8	performance	performance	NOUN
aiti-12683	301	9	achieved	achieve	VERB
aiti-12683	301	10	by	by	ADP
aiti-12683	301	11	the	the	DET
aiti-12683	301	12	d1	d1	NOUN
aiti-12683	301	13	of	of	ADP
aiti-12683	301	14	reflectance	reflectance	NOUN
aiti-12683	301	15	in	in	ADP
aiti-12683	301	16	pretreatment	pretreatment	NOUN
aiti-12683	301	17	data	datum	NOUN
aiti-12683	301	18	with	with	ADP
aiti-12683	301	19	four	four	NUM
aiti-12683	301	20	wavelengths	wavelength	NOUN
aiti-12683	301	21	as	as	ADP
aiti-12683	301	22	a	a	DET
aiti-12683	301	23	variable	variable	NOUN
aiti-12683	301	24	,	,	PUNCT
aiti-12683	301	25	giving	give	VERB
aiti-12683	301	26	results	result	NOUN
aiti-12683	301	27	with	with	ADP
aiti-12683	301	28	r	r	NOUN
aiti-12683	301	29	,	,	PUNCT
aiti-12683	301	30	r2	r2	NOUN
aiti-12683	301	31	,	,	PUNCT
aiti-12683	301	32	rmse	rmse	NOUN
aiti-12683	301	33	,	,	PUNCT
aiti-12683	301	34	and	and	CCONJ
aiti-12683	301	35	rpd	rpd	PROPN
aiti-12683	301	36	values	value	NOUN
aiti-12683	301	37	is	be	AUX
aiti-12683	301	38	about	about	ADV
aiti-12683	301	39	0.97	0.97	NUM
aiti-12683	301	40	,	,	PUNCT
aiti-12683	301	41	0.94	0.94	NUM
aiti-12683	301	42	,	,	PUNCT
aiti-12683	301	43	0.029	0.029	NUM
aiti-12683	301	44	g/100	g/100	NUM
aiti-12683	301	45	g	g	NOUN
aiti-12683	301	46	,	,	PUNCT
aiti-12683	301	47	and	and	CCONJ
aiti-12683	301	48	4.6	4.6	NUM
aiti-12683	301	49	,	,	PUNCT
aiti-12683	301	50	respectively	respectively	ADV
aiti-12683	301	51	.	.	PUNCT
aiti-12683	302	1	this	this	DET
aiti-12683	302	2	research	research	NOUN
aiti-12683	302	3	shows	show	VERB
aiti-12683	302	4	that	that	SCONJ
aiti-12683	302	5	all	all	DET
aiti-12683	302	6	selected	select	VERB
aiti-12683	302	7	models	model	NOUN
aiti-12683	302	8	provide	provide	VERB
aiti-12683	302	9	statistically	statistically	ADV
aiti-12683	302	10	excellent	excellent	ADJ
aiti-12683	302	11	correlation	correlation	NOUN
aiti-12683	302	12	values	value	NOUN
aiti-12683	302	13	(	(	PUNCT
aiti-12683	302	14	r	r	NOUN
aiti-12683	302	15	>	>	X
aiti-12683	302	16	0.80	0.80	NUM
aiti-12683	302	17	)	)	PUNCT
aiti-12683	302	18	for	for	ADP
aiti-12683	302	19	all	all	DET
aiti-12683	302	20	soil	soil	NOUN
aiti-12683	302	21	nutrients	nutrient	NOUN
aiti-12683	302	22	.	.	PUNCT
aiti-12683	303	1	likewise	likewise	ADV
aiti-12683	303	2	,	,	PUNCT
aiti-12683	303	3	the	the	DET
aiti-12683	303	4	selected	select	VERB
aiti-12683	303	5	model	model	NOUN
aiti-12683	303	6	provides	provide	VERB
aiti-12683	303	7	an	an	DET
aiti-12683	303	8	accurate	accurate	ADJ
aiti-12683	303	9	level	level	NOUN
aiti-12683	303	10	of	of	ADP
aiti-12683	303	11	prediction	prediction	NOUN
aiti-12683	303	12	(	(	PUNCT
aiti-12683	303	13	rpd	rpd	PROPN
aiti-12683	303	14	≥	≥	NOUN
aiti-12683	303	15	2.0	2.0	NUM
aiti-12683	303	16	)	)	PUNCT
aiti-12683	303	17	for	for	ADP
aiti-12683	303	18	all	all	DET
aiti-12683	303	19	soil	soil	NOUN
aiti-12683	303	20	nutrient	nutrient	NOUN
aiti-12683	303	21	estimation	estimation	NOUN
aiti-12683	303	22	models	model	NOUN
aiti-12683	303	23	using	use	VERB
aiti-12683	303	24	nir	nir	ADJ
aiti-12683	303	25	spectra	spectra	NOUN
aiti-12683	303	26	,	,	PUNCT
aiti-12683	303	27	except	except	SCONJ
aiti-12683	303	28	the	the	DET
aiti-12683	303	29	validation	validation	NOUN
aiti-12683	303	30	of	of	ADP
aiti-12683	303	31	the	the	DET
aiti-12683	303	32	pcr	pcr	ADJ
aiti-12683	303	33	model	model	NOUN
aiti-12683	303	34	for	for	ADP
aiti-12683	303	35	nitrogen	nitrogen	NOUN
aiti-12683	303	36	estimation	estimation	NOUN
aiti-12683	303	37	and	and	CCONJ
aiti-12683	303	38	the	the	DET
aiti-12683	303	39	mlr	mlr	NOUN
aiti-12683	303	40	model	model	NOUN
aiti-12683	303	41	for	for	ADP
aiti-12683	303	42	phosphorus	phosphorus	NOUN
aiti-12683	303	43	estimation	estimation	NOUN
aiti-12683	303	44	indicating	indicate	VERB
aiti-12683	303	45	less	less	ADV
aiti-12683	303	46	accurate	accurate	ADJ
aiti-12683	303	47	prediction	prediction	NOUN
aiti-12683	303	48	(	(	PUNCT
aiti-12683	303	49	rpd	rpd	NOUN
aiti-12683	303	50	<	<	X
aiti-12683	303	51	2.0	2.0	NUM
aiti-12683	303	52	)	)	PUNCT
aiti-12683	303	53	.	.	PUNCT
aiti-12683	304	1	acknowledgments	acknowledgment	NOUN
aiti-12683	304	2	this	this	DET
aiti-12683	304	3	research	research	NOUN
aiti-12683	304	4	was	be	AUX
aiti-12683	304	5	funded	fund	VERB
aiti-12683	304	6	by	by	ADP
aiti-12683	304	7	the	the	DET
aiti-12683	304	8	ministry	ministry	PROPN
aiti-12683	304	9	of	of	ADP
aiti-12683	304	10	education	education	PROPN
aiti-12683	304	11	and	and	CCONJ
aiti-12683	304	12	culture	culture	NOUN
aiti-12683	304	13	of	of	ADP
aiti-12683	304	14	the	the	DET
aiti-12683	304	15	republic	republic	NOUN
aiti-12683	304	16	of	of	ADP
aiti-12683	304	17	indonesia	indonesia	PROPN
aiti-12683	304	18	through	through	ADP
aiti-12683	304	19	a	a	DET
aiti-12683	304	20	doctoral	doctoral	ADJ
aiti-12683	304	21	dissertation	dissertation	NOUN
aiti-12683	304	22	research	research	NOUN
aiti-12683	304	23	program	program	NOUN
aiti-12683	304	24	(	(	PUNCT
aiti-12683	304	25	contract	contract	NOUN
aiti-12683	304	26	no	no	INTJ
aiti-12683	304	27	.	.	NOUN
aiti-12683	304	28	082	082	NUM
aiti-12683	304	29	/	/	SYM
aiti-12683	304	30	e5	e5	PROPN
aiti-12683	304	31	/	/	SYM
aiti-12683	304	32	pg.02.00.pt/2022	pg.02.00.pt/2022	NOUN
aiti-12683	304	33	,	,	PUNCT
aiti-12683	304	34	year	year	NOUN
aiti-12683	304	35	2022	2022	NUM
aiti-12683	304	36	)	)	PUNCT
aiti-12683	304	37	.	.	PUNCT
aiti-12683	305	1	conflicts	conflict	NOUN
aiti-12683	305	2	of	of	ADP
aiti-12683	305	3	interest	interest	NOUN
aiti-12683	305	4	the	the	DET
aiti-12683	305	5	authors	author	NOUN
aiti-12683	305	6	declare	declare	VERB
aiti-12683	305	7	no	no	DET
aiti-12683	305	8	conflict	conflict	NOUN
aiti-12683	305	9	of	of	ADP
aiti-12683	305	10	interest	interest	NOUN
aiti-12683	305	11	.	.	PUNCT
aiti-12683	306	1	references	reference	NOUN
aiti-12683	306	2	[	[	X
aiti-12683	306	3	1	1	NUM
aiti-12683	306	4	]	]	PUNCT
aiti-12683	306	5	m.	m.	NOUN
aiti-12683	306	6	a.	a.	NOUN
aiti-12683	306	7	munnaf	munnaf	PROPN
aiti-12683	306	8	and	and	CCONJ
aiti-12683	306	9	a.	a.	NOUN
aiti-12683	306	10	m.	m.	NOUN
aiti-12683	306	11	mouazen	mouazen	PROPN
aiti-12683	306	12	,	,	PUNCT
aiti-12683	306	13	“	"	PUNCT
aiti-12683	306	14	development	development	NOUN
aiti-12683	306	15	of	of	ADP
aiti-12683	306	16	a	a	DET
aiti-12683	306	17	soil	soil	NOUN
aiti-12683	306	18	fertility	fertility	NOUN
aiti-12683	306	19	index	index	NOUN
aiti-12683	306	20	using	use	VERB
aiti-12683	306	21	on	on	ADP
aiti-12683	306	22	-	-	PUNCT
aiti-12683	306	23	line	line	NOUN
aiti-12683	306	24	vis	vis	X
aiti-12683	306	25	-	-	ADJ
aiti-12683	306	26	nir	nir	ADJ
aiti-12683	306	27	spectroscopy	spectroscopy	NOUN
aiti-12683	306	28	,	,	PUNCT
aiti-12683	306	29	”	"	PUNCT
aiti-12683	306	30	computers	computer	NOUN
aiti-12683	306	31	and	and	CCONJ
aiti-12683	306	32	electronics	electronic	NOUN
aiti-12683	306	33	in	in	ADP
aiti-12683	306	34	agriculture	agriculture	NOUN
aiti-12683	306	35	,	,	PUNCT
aiti-12683	306	36	vol	vol	NOUN
aiti-12683	306	37	.	.	PROPN
aiti-12683	306	38	188	188	NUM
aiti-12683	306	39	,	,	PUNCT
aiti-12683	306	40	article	article	NOUN
aiti-12683	306	41	no	no	NOUN
aiti-12683	306	42	.	.	PROPN
aiti-12683	306	43	106341	106341	NUM
aiti-12683	306	44	,	,	PUNCT
aiti-12683	306	45	september	september	PROPN
aiti-12683	306	46	2021	2021	NUM
aiti-12683	306	47	.	.	PUNCT
aiti-12683	307	1	[	[	X
aiti-12683	307	2	2	2	X
aiti-12683	307	3	]	]	PUNCT
aiti-12683	307	4	j.	j.	PROPN
aiti-12683	307	5	m.	m.	PROPN
aiti-12683	307	6	johnson	johnson	PROPN
aiti-12683	307	7	,	,	PUNCT
aiti-12683	307	8	e.	e.	PROPN
aiti-12683	307	9	vandamme	vandamme	PROPN
aiti-12683	307	10	,	,	PUNCT
aiti-12683	307	11	k.	k.	PROPN
aiti-12683	307	12	senthilkumar	senthilkumar	PROPN
aiti-12683	307	13	,	,	PUNCT
aiti-12683	307	14	a.	a.	PROPN
aiti-12683	307	15	sila	sila	PROPN
aiti-12683	307	16	,	,	PUNCT
aiti-12683	307	17	k.	k.	PROPN
aiti-12683	307	18	d.	d.	PROPN
aiti-12683	307	19	shepherd	shepherd	PROPN
aiti-12683	307	20	,	,	PUNCT
aiti-12683	307	21	and	and	CCONJ
aiti-12683	307	22	k.	k.	PROPN
aiti-12683	307	23	saito	saito	PROPN
aiti-12683	307	24	,	,	PUNCT
aiti-12683	307	25	“	"	PUNCT
aiti-12683	307	26	near	near	ADV
aiti-12683	307	27	-	-	PUNCT
aiti-12683	307	28	infrared	infrare	VERB
aiti-12683	307	29	,	,	PUNCT
aiti-12683	307	30	mid	mid	ADJ
aiti-12683	307	31	-	-	ADJ
aiti-12683	307	32	infrared	infrared	ADJ
aiti-12683	307	33	or	or	CCONJ
aiti-12683	307	34	combined	combine	VERB
aiti-12683	307	35	diffuse	diffuse	NOUN
aiti-12683	307	36	reflectance	reflectance	NOUN
aiti-12683	307	37	spectroscopy	spectroscopy	NOUN
aiti-12683	307	38	for	for	ADP
aiti-12683	307	39	assessing	assess	VERB
aiti-12683	307	40	soil	soil	NOUN
aiti-12683	307	41	fertility	fertility	NOUN
aiti-12683	307	42	in	in	ADP
aiti-12683	307	43	rice	rice	NOUN
aiti-12683	307	44	fields	field	NOUN
aiti-12683	307	45	in	in	ADP
aiti-12683	307	46	sub	sub	ADJ
aiti-12683	307	47	-	-	ADJ
aiti-12683	307	48	saharan	saharan	ADJ
aiti-12683	307	49	africa	africa	PROPN
aiti-12683	307	50	,	,	PUNCT
aiti-12683	307	51	”	"	PUNCT
aiti-12683	307	52	geoderma	geoderma	NOUN
aiti-12683	307	53	,	,	PUNCT
aiti-12683	307	54	vol	vol	NOUN
aiti-12683	307	55	.	.	PROPN
aiti-12683	307	56	354	354	NUM
aiti-12683	307	57	,	,	PUNCT
aiti-12683	307	58	article	article	NOUN
aiti-12683	307	59	no	no	NOUN
aiti-12683	307	60	.	.	PROPN
aiti-12683	307	61	113840	113840	NUM
aiti-12683	307	62	,	,	PUNCT
aiti-12683	307	63	november	november	PROPN
aiti-12683	307	64	2019	2019	NUM
aiti-12683	307	65	.	.	PUNCT
aiti-12683	308	1	[	[	X
aiti-12683	308	2	3	3	NUM
aiti-12683	308	3	]	]	X
aiti-12683	308	4	devianti	devianti	NOUN
aiti-12683	308	5	,	,	PUNCT
aiti-12683	308	6	sufardi	sufardi	PROPN
aiti-12683	308	7	,	,	PUNCT
aiti-12683	308	8	r.	r.	PROPN
aiti-12683	308	9	bulan	bulan	PROPN
aiti-12683	308	10	,	,	PUNCT
aiti-12683	308	11	and	and	CCONJ
aiti-12683	308	12	a.	a.	NOUN
aiti-12683	308	13	sitorus	sitorus	PROPN
aiti-12683	308	14	,	,	PUNCT
aiti-12683	308	15	“	"	PUNCT
aiti-12683	308	16	vis	vis	X
aiti-12683	308	17	-	-	ADJ
aiti-12683	308	18	nir	nir	ADJ
aiti-12683	308	19	spectra	spectra	NOUN
aiti-12683	308	20	combined	combine	VERB
aiti-12683	308	21	with	with	ADP
aiti-12683	308	22	machine	machine	NOUN
aiti-12683	308	23	learning	learning	NOUN
aiti-12683	308	24	for	for	ADP
aiti-12683	308	25	predicting	predict	VERB
aiti-12683	308	26	soil	soil	NOUN
aiti-12683	308	27	nutrients	nutrient	NOUN
aiti-12683	308	28	in	in	ADP
aiti-12683	308	29	cropland	cropland	NOUN
aiti-12683	308	30	from	from	ADP
aiti-12683	308	31	aceh	aceh	PROPN
aiti-12683	308	32	province	province	PROPN
aiti-12683	308	33	,	,	PUNCT
aiti-12683	308	34	indonesia	indonesia	PROPN
aiti-12683	308	35	,	,	PUNCT
aiti-12683	308	36	”	"	PUNCT
aiti-12683	308	37	case	case	NOUN
aiti-12683	308	38	studies	study	NOUN
aiti-12683	308	39	in	in	ADP
aiti-12683	308	40	chemical	chemical	NOUN
aiti-12683	308	41	and	and	CCONJ
aiti-12683	308	42	environmental	environmental	ADJ
aiti-12683	308	43	engineering	engineering	NOUN
aiti-12683	308	44	,	,	PUNCT
aiti-12683	308	45	vol	vol	NOUN
aiti-12683	308	46	.	.	PROPN
aiti-12683	308	47	6	6	NUM
aiti-12683	308	48	,	,	PUNCT
aiti-12683	308	49	article	article	NOUN
aiti-12683	308	50	no	no	NOUN
aiti-12683	308	51	.	.	PROPN
aiti-12683	308	52	100268	100268	NUM
aiti-12683	308	53	,	,	PUNCT
aiti-12683	308	54	december	december	PROPN
aiti-12683	308	55	2022	2022	NUM
aiti-12683	308	56	.	.	PUNCT
aiti-12683	309	1	advances	advance	NOUN
aiti-12683	309	2	in	in	ADP
aiti-12683	309	3	technology	technology	NOUN
aiti-12683	309	4	innovation	innovation	NOUN
aiti-12683	309	5	,	,	PUNCT
aiti-12683	309	6	vol	vol	NOUN
aiti-12683	309	7	.	.	PROPN
aiti-12683	310	1	9	9	NUM
aiti-12683	310	2	,	,	PUNCT
aiti-12683	310	3	no	no	INTJ
aiti-12683	310	4	.	.	NOUN
aiti-12683	310	5	1	1	NUM
aiti-12683	310	6	,	,	PUNCT
aiti-12683	310	7	2024	2024	NUM
aiti-12683	310	8	,	,	PUNCT
aiti-12683	310	9	pp	pp	ADJ
aiti-12683	310	10	.	.	PUNCT
aiti-12683	311	1	50	50	NUM
aiti-12683	311	2	-	-	SYM
aiti-12683	311	3	64	64	NUM
aiti-12683	311	4	63	63	NUM
aiti-12683	311	5	[	[	X
aiti-12683	311	6	4	4	NUM
aiti-12683	311	7	]	]	PUNCT
aiti-12683	311	8	s.	s.	PROPN
aiti-12683	311	9	alomar	alomar	PROPN
aiti-12683	311	10	,	,	PUNCT
aiti-12683	311	11	s.	s.	PROPN
aiti-12683	311	12	a.	a.	PROPN
aiti-12683	311	13	mireei	mireei	PROPN
aiti-12683	311	14	,	,	PUNCT
aiti-12683	311	15	a.	a.	NOUN
aiti-12683	311	16	hemmat	hemmat	PROPN
aiti-12683	311	17	,	,	PUNCT
aiti-12683	311	18	a.	a.	NOUN
aiti-12683	311	19	a.	a.	NOUN
aiti-12683	311	20	masoumi	masoumi	PROPN
aiti-12683	311	21	,	,	PUNCT
aiti-12683	311	22	and	and	CCONJ
aiti-12683	311	23	h.	h.	PROPN
aiti-12683	311	24	khademi	khademi	PROPN
aiti-12683	311	25	,	,	PUNCT
aiti-12683	311	26	“	"	PUNCT
aiti-12683	311	27	comparison	comparison	NOUN
aiti-12683	311	28	of	of	ADP
aiti-12683	311	29	vis	vis	X
aiti-12683	311	30	/	/	SYM
aiti-12683	311	31	swnir	swnir	NOUN
aiti-12683	311	32	and	and	CCONJ
aiti-12683	311	33	nir	nir	ADJ
aiti-12683	311	34	spectrometers	spectrometer	NOUN
aiti-12683	311	35	combined	combine	VERB
aiti-12683	311	36	with	with	ADP
aiti-12683	311	37	different	different	ADJ
aiti-12683	311	38	multivariate	multivariate	NOUN
aiti-12683	311	39	techniques	technique	NOUN
aiti-12683	311	40	for	for	ADP
aiti-12683	311	41	estimating	estimate	VERB
aiti-12683	311	42	soil	soil	NOUN
aiti-12683	311	43	fertility	fertility	NOUN
aiti-12683	311	44	parameters	parameter	NOUN
aiti-12683	311	45	of	of	ADP
aiti-12683	311	46	calcareous	calcareous	ADJ
aiti-12683	311	47	topsoil	topsoil	NOUN
aiti-12683	311	48	in	in	ADP
aiti-12683	311	49	an	an	DET
aiti-12683	311	50	arid	arid	NOUN
aiti-12683	311	51	climate	climate	NOUN
aiti-12683	311	52	,	,	PUNCT
aiti-12683	311	53	”	"	PUNCT
aiti-12683	311	54	biosystems	biosystems	PROPN
aiti-12683	311	55	engineering	engineering	NOUN
aiti-12683	311	56	,	,	PUNCT
aiti-12683	311	57	vol	vol	NOUN
aiti-12683	311	58	.	.	PROPN
aiti-12683	311	59	201	201	NUM
aiti-12683	311	60	,	,	PUNCT
aiti-12683	311	61	pp	pp	ADJ
aiti-12683	311	62	.	.	PUNCT
aiti-12683	312	1	50	50	NUM
aiti-12683	312	2	-	-	SYM
aiti-12683	312	3	66	66	NUM
aiti-12683	312	4	,	,	PUNCT
aiti-12683	312	5	january	january	NOUN
aiti-12683	312	6	2021	2021	NUM
aiti-12683	312	7	.	.	PUNCT
aiti-12683	313	1	[	[	X
aiti-12683	313	2	5	5	NUM
aiti-12683	313	3	]	]	PUNCT
aiti-12683	313	4	m.	m.	NOUN
aiti-12683	313	5	pusch	pusch	PROPN
aiti-12683	313	6	,	,	PUNCT
aiti-12683	313	7	a.	a.	PROPN
aiti-12683	313	8	samuel	samuel	PROPN
aiti-12683	313	9	-	-	PUNCT
aiti-12683	313	10	rosa	rosa	PROPN
aiti-12683	313	11	,	,	PUNCT
aiti-12683	313	12	p.	p.	PROPN
aiti-12683	313	13	s.	s.	PROPN
aiti-12683	314	1	g.	g.	PROPN
aiti-12683	314	2	magalhães	magalhães	PROPN
aiti-12683	314	3	,	,	PUNCT
aiti-12683	314	4	and	and	CCONJ
aiti-12683	314	5	l.	l.	PROPN
aiti-12683	314	6	r.	r.	PROPN
aiti-12683	314	7	do	do	VERB
aiti-12683	314	8	amaral	amaral	PROPN
aiti-12683	314	9	,	,	PUNCT
aiti-12683	314	10	“	"	PUNCT
aiti-12683	314	11	covariates	covariate	VERB
aiti-12683	314	12	in	in	ADP
aiti-12683	314	13	sample	sample	NOUN
aiti-12683	314	14	planning	planning	NOUN
aiti-12683	314	15	optimization	optimization	NOUN
aiti-12683	314	16	for	for	ADP
aiti-12683	314	17	digital	digital	ADJ
aiti-12683	314	18	soil	soil	NOUN
aiti-12683	314	19	fertility	fertility	NOUN
aiti-12683	314	20	mapping	mapping	NOUN
aiti-12683	314	21	in	in	ADP
aiti-12683	314	22	agricultural	agricultural	ADJ
aiti-12683	314	23	areas	area	NOUN
aiti-12683	314	24	,	,	PUNCT
aiti-12683	314	25	”	"	PUNCT
aiti-12683	314	26	geoderma	geoderma	NOUN
aiti-12683	314	27	,	,	PUNCT
aiti-12683	314	28	vol	vol	NOUN
aiti-12683	314	29	.	.	PROPN
aiti-12683	314	30	429	429	NUM
aiti-12683	314	31	,	,	PUNCT
aiti-12683	314	32	article	article	NOUN
aiti-12683	314	33	no	no	NOUN
aiti-12683	314	34	.	.	PROPN
aiti-12683	314	35	116252	116252	NUM
aiti-12683	314	36	,	,	PUNCT
aiti-12683	314	37	january	january	PROPN
aiti-12683	314	38	2023	2023	NUM
aiti-12683	314	39	.	.	PUNCT
aiti-12683	315	1	[	[	X
aiti-12683	315	2	6	6	NUM
aiti-12683	315	3	]	]	PUNCT
aiti-12683	315	4	s.	s.	PROPN
aiti-12683	315	5	srisomkiew	srisomkiew	PROPN
aiti-12683	315	6	,	,	PUNCT
aiti-12683	315	7	m.	m.	NOUN
aiti-12683	315	8	kawahigashi	kawahigashi	PROPN
aiti-12683	315	9	,	,	PUNCT
aiti-12683	315	10	p.	p.	NOUN
aiti-12683	315	11	limtong	limtong	NOUN
aiti-12683	315	12	,	,	PUNCT
aiti-12683	315	13	and	and	CCONJ
aiti-12683	315	14	o.	o.	NOUN
aiti-12683	315	15	yuttum	yuttum	NOUN
aiti-12683	315	16	,	,	PUNCT
aiti-12683	315	17	“	"	PUNCT
aiti-12683	315	18	digital	digital	ADJ
aiti-12683	315	19	soil	soil	NOUN
aiti-12683	315	20	assessment	assessment	NOUN
aiti-12683	315	21	of	of	ADP
aiti-12683	315	22	soil	soil	NOUN
aiti-12683	315	23	fertility	fertility	NOUN
aiti-12683	315	24	for	for	ADP
aiti-12683	315	25	thai	thai	PROPN
aiti-12683	315	26	jasmine	jasmine	PROPN
aiti-12683	315	27	rice	rice	NOUN
aiti-12683	315	28	in	in	ADP
aiti-12683	315	29	the	the	DET
aiti-12683	315	30	thung	thung	PROPN
aiti-12683	315	31	kula	kula	PROPN
aiti-12683	315	32	ronghai	ronghai	PROPN
aiti-12683	315	33	region	region	PROPN
aiti-12683	315	34	,	,	PUNCT
aiti-12683	315	35	thailand	thailand	PROPN
aiti-12683	315	36	,	,	PUNCT
aiti-12683	315	37	”	"	PUNCT
aiti-12683	315	38	geoderma	geoderma	NOUN
aiti-12683	315	39	,	,	PUNCT
aiti-12683	315	40	vol	vol	NOUN
aiti-12683	315	41	.	.	PROPN
aiti-12683	315	42	409	409	NUM
aiti-12683	315	43	,	,	PUNCT
aiti-12683	315	44	article	article	NOUN
aiti-12683	315	45	no	no	NOUN
aiti-12683	315	46	.	.	PROPN
aiti-12683	315	47	115597	115597	NUM
aiti-12683	315	48	,	,	PUNCT
aiti-12683	315	49	march	march	PROPN
aiti-12683	315	50	2022	2022	NUM
aiti-12683	315	51	.	.	PUNCT
aiti-12683	316	1	[	[	X
aiti-12683	316	2	7	7	X
aiti-12683	316	3	]	]	X
aiti-12683	316	4	y.	y.	PROPN
aiti-12683	316	5	wang	wang	PROPN
aiti-12683	316	6	,	,	PUNCT
aiti-12683	316	7	h.	h.	PROPN
aiti-12683	316	8	huang	huang	PROPN
aiti-12683	316	9	,	,	PUNCT
aiti-12683	316	10	and	and	CCONJ
aiti-12683	316	11	x.	x.	PROPN
aiti-12683	316	12	chen	chen	PROPN
aiti-12683	316	13	,	,	PUNCT
aiti-12683	316	14	“	"	PUNCT
aiti-12683	316	15	predicting	predict	VERB
aiti-12683	316	16	organic	organic	ADJ
aiti-12683	316	17	matter	matter	NOUN
aiti-12683	316	18	content	content	NOUN
aiti-12683	316	19	,	,	PUNCT
aiti-12683	316	20	total	total	ADJ
aiti-12683	316	21	nitrogen	nitrogen	NOUN
aiti-12683	316	22	and	and	CCONJ
aiti-12683	316	23	ph	ph	ADJ
aiti-12683	316	24	value	value	NOUN
aiti-12683	316	25	of	of	ADP
aiti-12683	316	26	lime	lime	NOUN
aiti-12683	316	27	concretion	concretion	NOUN
aiti-12683	316	28	black	black	ADJ
aiti-12683	316	29	soil	soil	NOUN
aiti-12683	316	30	based	base	VERB
aiti-12683	316	31	on	on	ADP
aiti-12683	316	32	visible	visible	ADJ
aiti-12683	316	33	and	and	CCONJ
aiti-12683	316	34	near	near	ADP
aiti-12683	316	35	infrared	infrared	ADJ
aiti-12683	316	36	spectroscopy	spectroscopy	NOUN
aiti-12683	316	37	,	,	PUNCT
aiti-12683	316	38	”	"	PUNCT
aiti-12683	316	39	eurasian	eurasian	ADJ
aiti-12683	316	40	soil	soil	NOUN
aiti-12683	316	41	science	science	NOUN
aiti-12683	316	42	,	,	PUNCT
aiti-12683	316	43	vol	vol	NOUN
aiti-12683	316	44	.	.	PROPN
aiti-12683	316	45	54	54	NUM
aiti-12683	316	46	,	,	PUNCT
aiti-12683	316	47	no	no	INTJ
aiti-12683	316	48	.	.	NOUN
aiti-12683	316	49	11	11	NUM
aiti-12683	316	50	,	,	PUNCT
aiti-12683	316	51	pp	pp	ADJ
aiti-12683	316	52	.	.	PUNCT
aiti-12683	317	1	1681	1681	NUM
aiti-12683	317	2	-	-	SYM
aiti-12683	317	3	1688	1688	NUM
aiti-12683	317	4	,	,	PUNCT
aiti-12683	317	5	november	november	PROPN
aiti-12683	317	6	2021	2021	NUM
aiti-12683	317	7	.	.	PUNCT
aiti-12683	318	1	[	[	X
aiti-12683	318	2	8	8	NUM
aiti-12683	318	3	]	]	X
aiti-12683	318	4	g.	g.	PROPN
aiti-12683	318	5	zheng	zheng	PROPN
aiti-12683	318	6	,	,	PUNCT
aiti-12683	318	7	a.	a.	PROPN
aiti-12683	318	8	wang	wang	PROPN
aiti-12683	318	9	,	,	PUNCT
aiti-12683	318	10	c.	c.	PROPN
aiti-12683	318	11	zhao	zhao	PROPN
aiti-12683	318	12	,	,	PUNCT
aiti-12683	318	13	m.	m.	NOUN
aiti-12683	318	14	xu	xu	PROPN
aiti-12683	318	15	,	,	PUNCT
aiti-12683	318	16	c.	c.	PROPN
aiti-12683	318	17	jiao	jiao	PROPN
aiti-12683	318	18	,	,	PUNCT
aiti-12683	318	19	and	and	CCONJ
aiti-12683	318	20	r.	r.	PROPN
aiti-12683	318	21	zeng	zeng	PROPN
aiti-12683	318	22	,	,	PUNCT
aiti-12683	318	23	“	"	PUNCT
aiti-12683	318	24	evolution	evolution	NOUN
aiti-12683	318	25	of	of	ADP
aiti-12683	318	26	paddy	paddy	NOUN
aiti-12683	318	27	soil	soil	NOUN
aiti-12683	318	28	fertility	fertility	NOUN
aiti-12683	318	29	in	in	ADP
aiti-12683	318	30	a	a	DET
aiti-12683	318	31	millennium	millennium	NOUN
aiti-12683	318	32	chronosequence	chronosequence	NOUN
aiti-12683	318	33	based	base	VERB
aiti-12683	318	34	on	on	ADP
aiti-12683	318	35	imaging	imaging	NOUN
aiti-12683	318	36	spectroscopy	spectroscopy	NOUN
aiti-12683	318	37	,	,	PUNCT
aiti-12683	318	38	”	"	PUNCT
aiti-12683	318	39	geoderma	geoderma	NOUN
aiti-12683	318	40	,	,	PUNCT
aiti-12683	318	41	vol	vol	NOUN
aiti-12683	318	42	.	.	PROPN
aiti-12683	318	43	429	429	NUM
aiti-12683	318	44	,	,	PUNCT
aiti-12683	318	45	article	article	NOUN
aiti-12683	318	46	no	no	NOUN
aiti-12683	318	47	.	.	PROPN
aiti-12683	318	48	116258	116258	NUM
aiti-12683	318	49	,	,	PUNCT
aiti-12683	318	50	january	january	PROPN
aiti-12683	318	51	2023	2023	NUM
aiti-12683	318	52	.	.	PUNCT
aiti-12683	319	1	[	[	X
aiti-12683	319	2	9	9	NUM
aiti-12683	319	3	]	]	X
aiti-12683	319	4	b.	b.	PROPN
aiti-12683	319	5	g.	g.	PROPN
aiti-12683	319	6	barthès	barthès	PROPN
aiti-12683	319	7	,	,	PUNCT
aiti-12683	319	8	e.	e.	PROPN
aiti-12683	319	9	kouakoua	kouakoua	PROPN
aiti-12683	319	10	,	,	PUNCT
aiti-12683	319	11	m.	m.	NOUN
aiti-12683	319	12	clairotte	clairotte	PROPN
aiti-12683	319	13	,	,	PUNCT
aiti-12683	319	14	j.	j.	PROPN
aiti-12683	319	15	lallemand	lallemand	PROPN
aiti-12683	319	16	,	,	PUNCT
aiti-12683	319	17	l.	l.	PROPN
aiti-12683	319	18	chapuis	chapuis	PROPN
aiti-12683	319	19	-	-	PUNCT
aiti-12683	319	20	lardy	lardy	ADJ
aiti-12683	319	21	,	,	PUNCT
aiti-12683	319	22	m.	m.	NOUN
aiti-12683	319	23	rabenarivo	rabenarivo	NOUN
aiti-12683	319	24	,	,	PUNCT
aiti-12683	319	25	et	et	PROPN
aiti-12683	319	26	al	al	PROPN
aiti-12683	319	27	.	.	PROPN
aiti-12683	319	28	,	,	PUNCT
aiti-12683	319	29	“	"	PUNCT
aiti-12683	319	30	performance	performance	NOUN
aiti-12683	319	31	comparison	comparison	NOUN
aiti-12683	319	32	between	between	ADP
aiti-12683	319	33	a	a	DET
aiti-12683	319	34	miniaturized	miniaturize	VERB
aiti-12683	319	35	and	and	CCONJ
aiti-12683	319	36	a	a	DET
aiti-12683	319	37	conventional	conventional	ADJ
aiti-12683	319	38	near	near	ADP
aiti-12683	319	39	infrared	infrared	ADJ
aiti-12683	319	40	reflectance	reflectance	NOUN
aiti-12683	319	41	(	(	PUNCT
aiti-12683	319	42	nir	nir	NOUN
aiti-12683	319	43	)	)	PUNCT
aiti-12683	319	44	spectrometer	spectrometer	NOUN
aiti-12683	319	45	for	for	ADP
aiti-12683	319	46	characterizing	characterize	VERB
aiti-12683	319	47	soil	soil	NOUN
aiti-12683	319	48	carbon	carbon	NOUN
aiti-12683	319	49	and	and	CCONJ
aiti-12683	319	50	nitrogen	nitrogen	NOUN
aiti-12683	319	51	,	,	PUNCT
aiti-12683	319	52	”	"	PUNCT
aiti-12683	319	53	geoderma	geoderma	NOUN
aiti-12683	319	54	,	,	PUNCT
aiti-12683	319	55	vol	vol	NOUN
aiti-12683	319	56	.	.	PROPN
aiti-12683	319	57	338	338	NUM
aiti-12683	319	58	,	,	PUNCT
aiti-12683	319	59	pp	pp	ADJ
aiti-12683	319	60	.	.	PUNCT
aiti-12683	319	61	422	422	NUM
aiti-12683	319	62	-	-	SYM
aiti-12683	319	63	429	429	NUM
aiti-12683	319	64	,	,	PUNCT
aiti-12683	319	65	march	march	PROPN
aiti-12683	319	66	2019	2019	NUM
aiti-12683	319	67	.	.	PUNCT
aiti-12683	320	1	[	[	X
aiti-12683	320	2	10	10	NUM
aiti-12683	320	3	]	]	X
aiti-12683	320	4	f.	f.	PROPN
aiti-12683	320	5	b.	b.	PROPN
aiti-12683	321	1	de	de	PROPN
aiti-12683	321	2	santana	santana	PROPN
aiti-12683	321	3	and	and	CCONJ
aiti-12683	321	4	k.	k.	PROPN
aiti-12683	321	5	daly	daly	PROPN
aiti-12683	321	6	,	,	PUNCT
aiti-12683	321	7	“	"	PUNCT
aiti-12683	321	8	a	a	DET
aiti-12683	321	9	comparative	comparative	ADJ
aiti-12683	321	10	study	study	NOUN
aiti-12683	321	11	of	of	ADP
aiti-12683	321	12	mir	mir	PROPN
aiti-12683	321	13	and	and	CCONJ
aiti-12683	321	14	nir	nir	ADJ
aiti-12683	321	15	spectral	spectral	ADJ
aiti-12683	321	16	models	model	NOUN
aiti-12683	321	17	using	use	VERB
aiti-12683	321	18	ball	ball	NOUN
aiti-12683	321	19	-	-	PUNCT
aiti-12683	321	20	milled	mill	VERB
aiti-12683	321	21	and	and	CCONJ
aiti-12683	321	22	sieved	sieve	VERB
aiti-12683	321	23	soil	soil	NOUN
aiti-12683	321	24	for	for	ADP
aiti-12683	321	25	the	the	DET
aiti-12683	321	26	prediction	prediction	NOUN
aiti-12683	321	27	of	of	ADP
aiti-12683	321	28	a	a	DET
aiti-12683	321	29	range	range	NOUN
aiti-12683	321	30	soil	soil	NOUN
aiti-12683	321	31	physical	physical	ADJ
aiti-12683	321	32	and	and	CCONJ
aiti-12683	321	33	chemical	chemical	NOUN
aiti-12683	321	34	parameters	parameter	NOUN
aiti-12683	321	35	,	,	PUNCT
aiti-12683	321	36	”	"	PUNCT
aiti-12683	321	37	spectrochimica	spectrochimica	NOUN
aiti-12683	321	38	acta	acta	PROPN
aiti-12683	321	39	part	part	NOUN
aiti-12683	321	40	a	a	DET
aiti-12683	321	41	:	:	PUNCT
aiti-12683	321	42	molecular	molecular	ADJ
aiti-12683	321	43	and	and	CCONJ
aiti-12683	321	44	biomolecular	biomolecular	ADJ
aiti-12683	321	45	spectroscopy	spectroscopy	NOUN
aiti-12683	321	46	,	,	PUNCT
aiti-12683	321	47	vol	vol	NOUN
aiti-12683	321	48	.	.	NOUN
aiti-12683	321	49	279	279	NUM
aiti-12683	321	50	,	,	PUNCT
aiti-12683	321	51	article	article	NOUN
aiti-12683	321	52	no	no	NOUN
aiti-12683	321	53	.	.	PROPN
aiti-12683	321	54	121441	121441	NUM
aiti-12683	321	55	,	,	PUNCT
aiti-12683	321	56	october	october	PROPN
aiti-12683	321	57	2022	2022	NUM
aiti-12683	321	58	.	.	PUNCT
aiti-12683	322	1	[	[	X
aiti-12683	322	2	11	11	NUM
aiti-12683	322	3	]	]	X
aiti-12683	322	4	u.	u.	PROPN
aiti-12683	322	5	j.	j.	PROPN
aiti-12683	322	6	dos	dos	PROPN
aiti-12683	322	7	santos	santos	PROPN
aiti-12683	322	8	,	,	PUNCT
aiti-12683	322	9	j.	j.	PROPN
aiti-12683	322	10	a.	a.	PROPN
aiti-12683	322	11	de	de	PROPN
aiti-12683	322	12	melo	melo	PROPN
aiti-12683	322	13	dematte	dematte	PROPN
aiti-12683	322	14	,	,	PUNCT
aiti-12683	322	15	r.	r.	PROPN
aiti-12683	322	16	s.	s.	PROPN
aiti-12683	322	17	c.	c.	PROPN
aiti-12683	322	18	menezes	menezes	PROPN
aiti-12683	322	19	,	,	PUNCT
aiti-12683	322	20	a.	a.	PROPN
aiti-12683	322	21	c.	c.	PROPN
aiti-12683	322	22	dotto	dotto	PROPN
aiti-12683	322	23	,	,	PUNCT
aiti-12683	322	24	c.	c.	PROPN
aiti-12683	322	25	c.	c.	PROPN
aiti-12683	322	26	b.	b.	PROPN
aiti-12683	322	27	guimarães	guimarães	PROPN
aiti-12683	322	28	,	,	PUNCT
aiti-12683	322	29	b.	b.	PROPN
aiti-12683	322	30	j.	j.	PROPN
aiti-12683	322	31	r.	r.	PROPN
aiti-12683	322	32	alves	alves	PROPN
aiti-12683	322	33	,	,	PUNCT
aiti-12683	322	34	et	et	PROPN
aiti-12683	322	35	al	al	PROPN
aiti-12683	322	36	.	.	PROPN
aiti-12683	322	37	,	,	PUNCT
aiti-12683	322	38	“	"	PUNCT
aiti-12683	322	39	predicting	predict	VERB
aiti-12683	322	40	carbon	carbon	NOUN
aiti-12683	322	41	and	and	CCONJ
aiti-12683	322	42	nitrogen	nitrogen	NOUN
aiti-12683	322	43	by	by	ADP
aiti-12683	322	44	visible	visible	ADJ
aiti-12683	322	45	near	near	ADV
aiti-12683	322	46	-	-	PUNCT
aiti-12683	322	47	infrared	infrared	ADJ
aiti-12683	322	48	(	(	PUNCT
aiti-12683	322	49	vis	vis	X
aiti-12683	322	50	-	-	ADJ
aiti-12683	322	51	nir	nir	NOUN
aiti-12683	322	52	)	)	PUNCT
aiti-12683	322	53	and	and	CCONJ
aiti-12683	322	54	mid	mid	PROPN
aiti-12683	322	55	-	-	ADJ
aiti-12683	322	56	infrared	infrared	ADJ
aiti-12683	322	57	(	(	PUNCT
aiti-12683	322	58	mir	mir	NOUN
aiti-12683	322	59	)	)	PUNCT
aiti-12683	322	60	spectroscopy	spectroscopy	NOUN
aiti-12683	322	61	in	in	ADP
aiti-12683	322	62	soils	soil	NOUN
aiti-12683	322	63	of	of	ADP
aiti-12683	322	64	northeast	northeast	ADJ
aiti-12683	322	65	brazil	brazil	PROPN
aiti-12683	322	66	,	,	PUNCT
aiti-12683	322	67	”	"	PUNCT
aiti-12683	322	68	geoderma	geoderma	PROPN
aiti-12683	322	69	regional	regional	ADJ
aiti-12683	322	70	,	,	PUNCT
aiti-12683	322	71	vol	vol	NOUN
aiti-12683	322	72	.	.	PROPN
aiti-12683	322	73	23	23	NUM
aiti-12683	322	74	,	,	PUNCT
aiti-12683	322	75	article	article	NOUN
aiti-12683	322	76	no	no	INTJ
aiti-12683	322	77	.	.	PUNCT
aiti-12683	323	1	e00333	e00333	NOUN
aiti-12683	323	2	,	,	PUNCT
aiti-12683	323	3	december	december	PROPN
aiti-12683	323	4	2020	2020	NUM
aiti-12683	323	5	.	.	PUNCT
aiti-12683	324	1	[	[	X
aiti-12683	324	2	12	12	NUM
aiti-12683	324	3	]	]	PUNCT
aiti-12683	324	4	a.	a.	NOUN
aiti-12683	324	5	a.	a.	PROPN
aiti-12683	324	6	munawar	munawar	PROPN
aiti-12683	324	7	,	,	PUNCT
aiti-12683	324	8	y.	y.	PROPN
aiti-12683	324	9	yunus	yunus	PROPN
aiti-12683	324	10	,	,	PUNCT
aiti-12683	324	11	devianti	devianti	ADJ
aiti-12683	324	12	,	,	PUNCT
aiti-12683	324	13	and	and	CCONJ
aiti-12683	324	14	p.	p.	PROPN
aiti-12683	324	15	satriyo	satriyo	PROPN
aiti-12683	324	16	,	,	PUNCT
aiti-12683	324	17	“	"	PUNCT
aiti-12683	324	18	calibration	calibration	NOUN
aiti-12683	324	19	models	model	NOUN
aiti-12683	324	20	database	database	NOUN
aiti-12683	324	21	of	of	ADP
aiti-12683	324	22	near	near	ADP
aiti-12683	324	23	infrared	infrared	ADJ
aiti-12683	324	24	spectroscopy	spectroscopy	NOUN
aiti-12683	324	25	to	to	PART
aiti-12683	324	26	predict	predict	VERB
aiti-12683	324	27	agricultural	agricultural	ADJ
aiti-12683	324	28	soil	soil	NOUN
aiti-12683	324	29	fertility	fertility	NOUN
aiti-12683	324	30	properties	property	NOUN
aiti-12683	324	31	,	,	PUNCT
aiti-12683	324	32	”	"	PUNCT
aiti-12683	324	33	data	datum	NOUN
aiti-12683	324	34	in	in	ADP
aiti-12683	324	35	brief	brief	ADJ
aiti-12683	324	36	,	,	PUNCT
aiti-12683	324	37	vol	vol	NOUN
aiti-12683	324	38	.	.	PROPN
aiti-12683	324	39	30	30	NUM
aiti-12683	324	40	,	,	PUNCT
aiti-12683	324	41	article	article	NOUN
aiti-12683	324	42	no	no	NOUN
aiti-12683	324	43	.	.	PROPN
aiti-12683	324	44	105469	105469	NUM
aiti-12683	324	45	,	,	PUNCT
aiti-12683	324	46	june	june	PROPN
aiti-12683	324	47	2020	2020	NUM
aiti-12683	324	48	.	.	PUNCT
aiti-12683	325	1	[	[	X
aiti-12683	325	2	13	13	NUM
aiti-12683	325	3	]	]	PUNCT
aiti-12683	325	4	a.	a.	NOUN
aiti-12683	325	5	pudełko	pudełko	NOUN
aiti-12683	325	6	and	and	CCONJ
aiti-12683	325	7	m.	m.	NOUN
aiti-12683	325	8	chodak	chodak	PROPN
aiti-12683	325	9	,	,	PUNCT
aiti-12683	325	10	“	"	PUNCT
aiti-12683	325	11	estimation	estimation	NOUN
aiti-12683	325	12	of	of	ADP
aiti-12683	325	13	total	total	ADJ
aiti-12683	325	14	nitrogen	nitrogen	NOUN
aiti-12683	325	15	and	and	CCONJ
aiti-12683	325	16	organic	organic	ADJ
aiti-12683	325	17	carbon	carbon	NOUN
aiti-12683	325	18	contents	content	NOUN
aiti-12683	325	19	in	in	ADP
aiti-12683	325	20	mine	mine	NOUN
aiti-12683	325	21	soils	soil	NOUN
aiti-12683	325	22	with	with	ADP
aiti-12683	325	23	nir	nir	ADJ
aiti-12683	325	24	reflectance	reflectance	NOUN
aiti-12683	325	25	spectroscopy	spectroscopy	NOUN
aiti-12683	325	26	and	and	CCONJ
aiti-12683	325	27	various	various	ADJ
aiti-12683	325	28	chemometric	chemometric	ADJ
aiti-12683	325	29	methods	method	NOUN
aiti-12683	325	30	,	,	PUNCT
aiti-12683	325	31	”	"	PUNCT
aiti-12683	325	32	geoderma	geoderma	NOUN
aiti-12683	325	33	,	,	PUNCT
aiti-12683	325	34	vol	vol	NOUN
aiti-12683	325	35	.	.	PROPN
aiti-12683	325	36	368	368	NUM
aiti-12683	325	37	,	,	PUNCT
aiti-12683	325	38	article	article	NOUN
aiti-12683	325	39	no	no	NOUN
aiti-12683	325	40	.	.	PROPN
aiti-12683	325	41	114306	114306	NUM
aiti-12683	325	42	,	,	PUNCT
aiti-12683	325	43	june	june	PROPN
aiti-12683	325	44	2020	2020	NUM
aiti-12683	325	45	.	.	PUNCT
aiti-12683	326	1	[	[	X
aiti-12683	326	2	14	14	NUM
aiti-12683	326	3	]	]	X
aiti-12683	326	4	r.	r.	PROPN
aiti-12683	326	5	reda	reda	PROPN
aiti-12683	326	6	,	,	PUNCT
aiti-12683	326	7	t.	t.	PROPN
aiti-12683	326	8	saffaj	saffaj	PROPN
aiti-12683	326	9	,	,	PUNCT
aiti-12683	326	10	b.	b.	PROPN
aiti-12683	326	11	ilham	ilham	PROPN
aiti-12683	326	12	,	,	PUNCT
aiti-12683	326	13	o.	o.	PROPN
aiti-12683	326	14	saidi	saidi	PROPN
aiti-12683	326	15	,	,	PUNCT
aiti-12683	326	16	k.	k.	PROPN
aiti-12683	326	17	issam	issam	PROPN
aiti-12683	326	18	,	,	PUNCT
aiti-12683	326	19	l.	l.	PROPN
aiti-12683	326	20	brahim	brahim	PROPN
aiti-12683	326	21	,	,	PUNCT
aiti-12683	326	22	et	et	PROPN
aiti-12683	326	23	al	al	PROPN
aiti-12683	326	24	.	.	PROPN
aiti-12683	326	25	,	,	PUNCT
aiti-12683	326	26	“	"	PUNCT
aiti-12683	326	27	a	a	DET
aiti-12683	326	28	comparative	comparative	ADJ
aiti-12683	326	29	study	study	NOUN
aiti-12683	326	30	between	between	ADP
aiti-12683	326	31	a	a	DET
aiti-12683	326	32	new	new	ADJ
aiti-12683	326	33	method	method	NOUN
aiti-12683	326	34	and	and	CCONJ
aiti-12683	326	35	other	other	ADJ
aiti-12683	326	36	machine	machine	NOUN
aiti-12683	326	37	learning	learn	VERB
aiti-12683	326	38	algorithms	algorithm	NOUN
aiti-12683	326	39	for	for	ADP
aiti-12683	326	40	soil	soil	NOUN
aiti-12683	326	41	organic	organic	ADJ
aiti-12683	326	42	carbon	carbon	NOUN
aiti-12683	326	43	and	and	CCONJ
aiti-12683	326	44	total	total	ADJ
aiti-12683	326	45	nitrogen	nitrogen	NOUN
aiti-12683	326	46	prediction	prediction	NOUN
aiti-12683	326	47	using	use	VERB
aiti-12683	326	48	near	near	ADP
aiti-12683	326	49	infrared	infrared	ADJ
aiti-12683	326	50	spectroscopy	spectroscopy	NOUN
aiti-12683	326	51	,	,	PUNCT
aiti-12683	326	52	”	"	PUNCT
aiti-12683	326	53	chemometrics	chemometric	NOUN
aiti-12683	326	54	and	and	CCONJ
aiti-12683	326	55	intelligent	intelligent	ADJ
aiti-12683	326	56	laboratory	laboratory	NOUN
aiti-12683	326	57	systems	system	NOUN
aiti-12683	326	58	,	,	PUNCT
aiti-12683	326	59	vol	vol	NOUN
aiti-12683	326	60	.	.	PROPN
aiti-12683	326	61	195	195	NUM
aiti-12683	326	62	,	,	PUNCT
aiti-12683	326	63	article	article	NOUN
aiti-12683	326	64	no	no	NOUN
aiti-12683	326	65	.	.	PROPN
aiti-12683	326	66	103873	103873	NUM
aiti-12683	326	67	,	,	PUNCT
aiti-12683	326	68	december	december	PROPN
aiti-12683	326	69	2019	2019	NUM
aiti-12683	326	70	.	.	PUNCT
aiti-12683	327	1	[	[	X
aiti-12683	327	2	15	15	NUM
aiti-12683	327	3	]	]	PUNCT
aiti-12683	327	4	p.	p.	NOUN
aiti-12683	327	5	zhou	zhou	PROPN
aiti-12683	327	6	,	,	PUNCT
aiti-12683	327	7	y.	y.	PROPN
aiti-12683	327	8	zhang	zhang	PROPN
aiti-12683	327	9	,	,	PUNCT
aiti-12683	327	10	w.	w.	PROPN
aiti-12683	327	11	yang	yang	PROPN
aiti-12683	327	12	,	,	PUNCT
aiti-12683	327	13	m.	m.	PROPN
aiti-12683	327	14	li	li	PROPN
aiti-12683	327	15	,	,	PUNCT
aiti-12683	327	16	z.	z.	PROPN
aiti-12683	327	17	liu	liu	PROPN
aiti-12683	327	18	,	,	PUNCT
aiti-12683	327	19	and	and	CCONJ
aiti-12683	327	20	x.	x.	PROPN
aiti-12683	327	21	liu	liu	PROPN
aiti-12683	327	22	,	,	PUNCT
aiti-12683	327	23	“	"	PUNCT
aiti-12683	327	24	development	development	NOUN
aiti-12683	327	25	and	and	CCONJ
aiti-12683	327	26	performance	performance	NOUN
aiti-12683	327	27	test	test	NOUN
aiti-12683	327	28	of	of	ADP
aiti-12683	327	29	an	an	DET
aiti-12683	327	30	in	in	ADP
aiti-12683	327	31	-	-	PUNCT
aiti-12683	327	32	situ	situ	ADJ
aiti-12683	327	33	soil	soil	NOUN
aiti-12683	327	34	total	total	NOUN
aiti-12683	327	35	nitrogen	nitrogen	NOUN
aiti-12683	327	36	-	-	PUNCT
aiti-12683	327	37	soil	soil	NOUN
aiti-12683	327	38	moisture	moisture	NOUN
aiti-12683	327	39	detector	detector	NOUN
aiti-12683	327	40	based	base	VERB
aiti-12683	327	41	on	on	ADP
aiti-12683	327	42	near	near	ADV
aiti-12683	327	43	-	-	PUNCT
aiti-12683	327	44	infrared	infrared	ADJ
aiti-12683	327	45	spectroscopy	spectroscopy	NOUN
aiti-12683	327	46	,	,	PUNCT
aiti-12683	327	47	”	"	PUNCT
aiti-12683	327	48	computers	computer	NOUN
aiti-12683	327	49	and	and	CCONJ
aiti-12683	327	50	electronics	electronic	NOUN
aiti-12683	327	51	in	in	ADP
aiti-12683	327	52	agriculture	agriculture	NOUN
aiti-12683	327	53	,	,	PUNCT
aiti-12683	327	54	vol	vol	NOUN
aiti-12683	327	55	.	.	PROPN
aiti-12683	327	56	160	160	NUM
aiti-12683	327	57	,	,	PUNCT
aiti-12683	327	58	pp	pp	ADJ
aiti-12683	327	59	.	.	PUNCT
aiti-12683	328	1	51	51	NUM
aiti-12683	328	2	-	-	SYM
aiti-12683	328	3	58	58	NUM
aiti-12683	328	4	,	,	PUNCT
aiti-12683	328	5	may	may	AUX
aiti-12683	328	6	2019	2019	NUM
aiti-12683	328	7	.	.	PUNCT
aiti-12683	329	1	[	[	X
aiti-12683	329	2	16	16	NUM
aiti-12683	329	3	]	]	X
aiti-12683	329	4	w.	w.	PROPN
aiti-12683	329	5	ng	ng	PROPN
aiti-12683	329	6	,	,	PUNCT
aiti-12683	329	7	husnain	husnain	NOUN
aiti-12683	329	8	,	,	PUNCT
aiti-12683	329	9	l.	l.	PROPN
aiti-12683	329	10	anggria	anggria	PROPN
aiti-12683	329	11	,	,	PUNCT
aiti-12683	329	12	a.	a.	PROPN
aiti-12683	329	13	f.	f.	PROPN
aiti-12683	329	14	siregar	siregar	PROPN
aiti-12683	329	15	,	,	PUNCT
aiti-12683	329	16	w.	w.	PROPN
aiti-12683	329	17	hartatik	hartatik	PROPN
aiti-12683	329	18	,	,	PUNCT
aiti-12683	329	19	y.	y.	PROPN
aiti-12683	329	20	sulaeman	sulaeman	PROPN
aiti-12683	329	21	,	,	PUNCT
aiti-12683	329	22	et	et	PROPN
aiti-12683	329	23	al	al	PROPN
aiti-12683	329	24	.	.	PROPN
aiti-12683	329	25	,	,	PUNCT
aiti-12683	329	26	“	"	PUNCT
aiti-12683	329	27	developing	develop	VERB
aiti-12683	329	28	a	a	DET
aiti-12683	329	29	soil	soil	NOUN
aiti-12683	329	30	spectral	spectral	ADJ
aiti-12683	329	31	library	library	NOUN
aiti-12683	329	32	using	use	VERB
aiti-12683	329	33	a	a	DET
aiti-12683	329	34	low	low	ADJ
aiti-12683	329	35	-	-	PUNCT
aiti-12683	329	36	cost	cost	NOUN
aiti-12683	329	37	nir	nir	ADJ
aiti-12683	329	38	spectrometer	spectrometer	NOUN
aiti-12683	329	39	for	for	ADP
aiti-12683	329	40	precision	precision	NOUN
aiti-12683	329	41	fertilization	fertilization	NOUN
aiti-12683	329	42	in	in	ADP
aiti-12683	329	43	indonesia	indonesia	PROPN
aiti-12683	329	44	,	,	PUNCT
aiti-12683	329	45	”	"	PUNCT
aiti-12683	329	46	geoderma	geoderma	PROPN
aiti-12683	329	47	regional	regional	ADJ
aiti-12683	329	48	,	,	PUNCT
aiti-12683	329	49	vol	vol	NOUN
aiti-12683	329	50	.	.	PROPN
aiti-12683	329	51	22	22	NUM
aiti-12683	329	52	,	,	PUNCT
aiti-12683	329	53	article	article	NOUN
aiti-12683	329	54	no	no	INTJ
aiti-12683	329	55	.	.	PUNCT
aiti-12683	329	56	e00319	e00319	PROPN
aiti-12683	329	57	,	,	PUNCT
aiti-12683	329	58	september	september	PROPN
aiti-12683	329	59	2020	2020	NUM
aiti-12683	329	60	.	.	PUNCT
aiti-12683	330	1	[	[	X
aiti-12683	330	2	17	17	NUM
aiti-12683	330	3	]	]	X
aiti-12683	330	4	r.	r.	PROPN
aiti-12683	330	5	reda	reda	PROPN
aiti-12683	330	6	,	,	PUNCT
aiti-12683	330	7	t.	t.	PROPN
aiti-12683	330	8	saffaj	saffaj	NOUN
aiti-12683	330	9	,	,	PUNCT
aiti-12683	330	10	s.	s.	PROPN
aiti-12683	330	11	e.	e.	PROPN
aiti-12683	330	12	itqiq	itqiq	PROPN
aiti-12683	330	13	,	,	PUNCT
aiti-12683	330	14	i.	i.	PROPN
aiti-12683	330	15	bouzida	bouzida	PROPN
aiti-12683	330	16	,	,	PUNCT
aiti-12683	330	17	o.	o.	PROPN
aiti-12683	330	18	saidi	saidi	PROPN
aiti-12683	330	19	,	,	PUNCT
aiti-12683	330	20	k.	k.	PROPN
aiti-12683	330	21	yaakoubi	yaakoubi	PROPN
aiti-12683	330	22	,	,	PUNCT
aiti-12683	330	23	et	et	PROPN
aiti-12683	330	24	al	al	PROPN
aiti-12683	330	25	.	.	PROPN
aiti-12683	330	26	,	,	PUNCT
aiti-12683	330	27	“	"	PUNCT
aiti-12683	330	28	predicting	predict	VERB
aiti-12683	330	29	soil	soil	NOUN
aiti-12683	330	30	phosphorus	phosphorus	NOUN
aiti-12683	330	31	and	and	CCONJ
aiti-12683	330	32	studying	study	VERB
aiti-12683	330	33	the	the	DET
aiti-12683	330	34	effect	effect	NOUN
aiti-12683	330	35	of	of	ADP
aiti-12683	330	36	texture	texture	NOUN
aiti-12683	330	37	on	on	ADP
aiti-12683	330	38	the	the	DET
aiti-12683	330	39	prediction	prediction	NOUN
aiti-12683	330	40	accuracy	accuracy	NOUN
aiti-12683	330	41	using	use	VERB
aiti-12683	330	42	machine	machine	NOUN
aiti-12683	330	43	learning	learning	NOUN
aiti-12683	330	44	combined	combine	VERB
aiti-12683	330	45	with	with	ADP
aiti-12683	330	46	near	near	ADV
aiti-12683	330	47	-	-	PUNCT
aiti-12683	330	48	infrared	infrared	ADJ
aiti-12683	330	49	spectroscopy	spectroscopy	NOUN
aiti-12683	330	50	,	,	PUNCT
aiti-12683	330	51	”	"	PUNCT
aiti-12683	330	52	spectrochimica	spectrochimica	NOUN
aiti-12683	330	53	acta	acta	PROPN
aiti-12683	330	54	part	part	NOUN
aiti-12683	330	55	a	a	DET
aiti-12683	330	56	:	:	PUNCT
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aiti-12683	330	61	,	,	PUNCT
aiti-12683	330	62	vol	vol	NOUN
aiti-12683	330	63	.	.	NOUN
aiti-12683	330	64	242	242	NUM
aiti-12683	330	65	,	,	PUNCT
aiti-12683	330	66	article	article	NOUN
aiti-12683	330	67	no	no	NOUN
aiti-12683	330	68	.	.	PUNCT
aiti-12683	330	69	118736	118736	NUM
aiti-12683	330	70	,	,	PUNCT
aiti-12683	330	71	december	december	PROPN
aiti-12683	330	72	2020	2020	NUM
aiti-12683	330	73	.	.	PUNCT
aiti-12683	331	1	[	[	X
aiti-12683	331	2	18	18	NUM
aiti-12683	331	3	]	]	X
aiti-12683	331	4	h.	h.	PROPN
aiti-12683	331	5	t.	t.	PROPN
aiti-12683	331	6	cai	cai	PROPN
aiti-12683	331	7	,	,	PUNCT
aiti-12683	331	8	j.	j.	PROPN
aiti-12683	331	9	liu	liu	PROPN
aiti-12683	331	10	,	,	PUNCT
aiti-12683	331	11	j.	j.	PROPN
aiti-12683	331	12	y.	y.	PROPN
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aiti-12683	331	14	,	,	PUNCT
aiti-12683	331	15	k.	k.	PROPN
aiti-12683	331	16	h.	h.	PROPN
aiti-12683	331	17	zhou	zhou	PROPN
aiti-12683	331	18	,	,	PUNCT
aiti-12683	331	19	j.	j.	PROPN
aiti-12683	331	20	pi	pi	PROPN
aiti-12683	331	21	,	,	PUNCT
aiti-12683	331	22	and	and	CCONJ
aiti-12683	331	23	l.	l.	PROPN
aiti-12683	331	24	r.	r.	PROPN
aiti-12683	331	25	xia	xia	PROPN
aiti-12683	331	26	,	,	PUNCT
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aiti-12683	331	28	soil	soil	NOUN
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aiti-12683	331	38	near	near	ADP
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aiti-12683	331	41	,	,	PUNCT
aiti-12683	331	42	”	"	PUNCT
aiti-12683	331	43	alexandria	alexandria	PROPN
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aiti-12683	331	45	journal	journal	PROPN
aiti-12683	331	46	,	,	PUNCT
aiti-12683	331	47	vol	vol	NOUN
aiti-12683	331	48	.	.	PROPN
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aiti-12683	331	50	,	,	PUNCT
aiti-12683	331	51	no	no	INTJ
aiti-12683	331	52	.	.	NOUN
aiti-12683	331	53	3	3	NUM
aiti-12683	331	54	,	,	PUNCT
aiti-12683	331	55	pp	pp	ADJ
aiti-12683	331	56	.	.	PUNCT
aiti-12683	332	1	2741	2741	NUM
aiti-12683	332	2	-	-	SYM
aiti-12683	332	3	2746	2746	NUM
aiti-12683	332	4	,	,	PUNCT
aiti-12683	332	5	june	june	PROPN
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aiti-12683	332	7	.	.	PUNCT
aiti-12683	333	1	[	[	X
aiti-12683	333	2	19	19	NUM
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aiti-12683	333	4	y.	y.	PROPN
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aiti-12683	333	6	,	,	PUNCT
aiti-12683	333	7	e.	e.	PROPN
aiti-12683	333	8	jones	jones	PROPN
aiti-12683	333	9	,	,	PUNCT
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aiti-12683	333	11	b.	b.	PROPN
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aiti-12683	333	13	,	,	PUNCT
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aiti-12683	333	17	-	-	PUNCT
aiti-12683	333	18	cost	cost	NOUN
aiti-12683	333	19	portable	portable	NOUN
aiti-12683	333	20	near	near	ADP
aiti-12683	333	21	infrared	infrared	ADJ
aiti-12683	333	22	sensors	sensor	NOUN
aiti-12683	333	23	for	for	ADP
aiti-12683	333	24	rapid	rapid	ADJ
aiti-12683	333	25	analysis	analysis	NOUN
aiti-12683	333	26	of	of	ADP
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aiti-12683	333	30	eastern	eastern	PROPN
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aiti-12683	333	32	,	,	PUNCT
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aiti-12683	333	34	geoderma	geoderma	PROPN
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aiti-12683	333	36	,	,	PUNCT
aiti-12683	333	37	vol	vol	NOUN
aiti-12683	333	38	.	.	PROPN
aiti-12683	333	39	20	20	NUM
aiti-12683	333	40	,	,	PUNCT
aiti-12683	333	41	article	article	NOUN
aiti-12683	333	42	no	no	NOUN
aiti-12683	333	43	.	.	PUNCT
aiti-12683	334	1	e00240	e00240	NOUN
aiti-12683	334	2	,	,	PUNCT
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aiti-12683	334	5	.	.	PUNCT
aiti-12683	335	1	[	[	X
aiti-12683	335	2	20	20	NUM
aiti-12683	335	3	]	]	PUNCT
aiti-12683	335	4	p.	p.	PROPN
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aiti-12683	335	6	,	,	PUNCT
aiti-12683	335	7	j.	j.	PROPN
aiti-12683	335	8	h.	h.	PROPN
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aiti-12683	335	10	,	,	PUNCT
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aiti-12683	335	12	m.	m.	PROPN
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aiti-12683	335	15	,	,	PUNCT
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aiti-12683	335	22	infrared	infrared	ADJ
aiti-12683	335	23	reflectance	reflectance	NOUN
aiti-12683	335	24	instruments	instrument	NOUN
aiti-12683	335	25	using	use	VERB
aiti-12683	335	26	preprocessed	preprocesse	VERB
aiti-12683	335	27	dried	dry	VERB
aiti-12683	335	28	,	,	PUNCT
aiti-12683	335	29	ground	ground	NOUN
aiti-12683	335	30	forage	forage	NOUN
aiti-12683	335	31	samples	sample	NOUN
aiti-12683	335	32	,	,	PUNCT
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aiti-12683	335	34	computers	computer	NOUN
aiti-12683	335	35	and	and	CCONJ
aiti-12683	335	36	electronics	electronic	NOUN
aiti-12683	335	37	in	in	ADP
aiti-12683	335	38	agriculture	agriculture	NOUN
aiti-12683	335	39	,	,	PUNCT
aiti-12683	335	40	vol	vol	NOUN
aiti-12683	335	41	.	.	PROPN
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aiti-12683	335	43	,	,	PUNCT
aiti-12683	335	44	article	article	NOUN
aiti-12683	335	45	no	no	NOUN
aiti-12683	335	46	.	.	PROPN
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aiti-12683	335	48	,	,	PUNCT
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aiti-12683	335	51	.	.	PUNCT
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aiti-12683	336	2	21	21	NUM
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aiti-12683	336	4	z.	z.	PROPN
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aiti-12683	336	6	,	,	PUNCT
aiti-12683	336	7	j.	j.	PROPN
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aiti-12683	336	9	,	,	PUNCT
aiti-12683	336	10	y.	y.	PROPN
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aiti-12683	336	13	y.	y.	PROPN
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aiti-12683	336	15	,	,	PUNCT
aiti-12683	336	16	x.	x.	VERB
aiti-12683	336	17	he	he	PRON
aiti-12683	336	18	,	,	PUNCT
aiti-12683	336	19	y.	y.	PROPN
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aiti-12683	336	21	,	,	PUNCT
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aiti-12683	336	24	.	.	PROPN
aiti-12683	336	25	,	,	PUNCT
aiti-12683	336	26	“	"	PUNCT
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aiti-12683	336	28	of	of	ADP
aiti-12683	336	29	aged	aged	ADJ
aiti-12683	336	30	-	-	PUNCT
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aiti-12683	336	33	based	base	VERB
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aiti-12683	336	37	infrared	infrared	ADJ
aiti-12683	336	38	spectroscopy	spectroscopy	NOUN
aiti-12683	336	39	combined	combine	VERB
aiti-12683	336	40	with	with	ADP
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aiti-12683	336	45	and	and	CCONJ
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aiti-12683	336	47	wavelength	wavelength	NOUN
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aiti-12683	336	49	,	,	PUNCT
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aiti-12683	336	53	:	:	PUNCT
aiti-12683	336	54	x	x	X
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aiti-12683	336	57	.	.	PROPN
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aiti-12683	336	59	,	,	PUNCT
aiti-12683	336	60	article	article	NOUN
aiti-12683	336	61	no	no	NOUN
aiti-12683	336	62	.	.	PUNCT
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aiti-12683	336	64	,	,	PUNCT
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aiti-12683	336	67	.	.	PUNCT
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aiti-12683	337	4	q.	q.	PROPN
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aiti-12683	337	9	,	,	PUNCT
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aiti-12683	337	13	c.	c.	PROPN
aiti-12683	337	14	gu	gu	PROPN
aiti-12683	337	15	,	,	PUNCT
aiti-12683	337	16	y.	y.	PROPN
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aiti-12683	337	20	s.	s.	PROPN
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aiti-12683	337	22	,	,	PUNCT
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aiti-12683	337	34	dry	dry	ADJ
aiti-12683	337	35	soil	soil	NOUN
aiti-12683	337	36	samples	sample	NOUN
aiti-12683	337	37	with	with	ADP
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aiti-12683	337	39	wavelength	wavelength	NOUN
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aiti-12683	337	41	using	use	VERB
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aiti-12683	337	46	,	,	PUNCT
aiti-12683	337	47	”	"	PUNCT
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aiti-12683	337	49	and	and	CCONJ
aiti-12683	337	50	electronics	electronic	NOUN
aiti-12683	337	51	in	in	ADP
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aiti-12683	337	57	,	,	PUNCT
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aiti-12683	337	60	.	.	PROPN
aiti-12683	337	61	106181	106181	NUM
aiti-12683	337	62	,	,	PUNCT
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aiti-12683	337	65	.	.	PUNCT
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aiti-12683	338	5	,	,	PUNCT
aiti-12683	338	6	vol	vol	NOUN
aiti-12683	338	7	.	.	PROPN
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aiti-12683	338	9	,	,	PUNCT
aiti-12683	338	10	no	no	INTJ
aiti-12683	338	11	.	.	NOUN
aiti-12683	338	12	1	1	NUM
aiti-12683	338	13	,	,	PUNCT
aiti-12683	338	14	2024	2024	NUM
aiti-12683	338	15	,	,	PUNCT
aiti-12683	338	16	pp	pp	ADJ
aiti-12683	338	17	.	.	PUNCT
aiti-12683	339	1	50	50	NUM
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aiti-12683	339	8	a.	a.	NOUN
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aiti-12683	339	10	,	,	PUNCT
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aiti-12683	339	17	,	,	PUNCT
aiti-12683	339	18	l.	l.	PROPN
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aiti-12683	339	20	,	,	PUNCT
aiti-12683	339	21	e.	e.	PROPN
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aiti-12683	339	37	nitrogen	nitrogen	NOUN
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aiti-12683	339	43	infrared	infrared	ADJ
aiti-12683	339	44	diffuse	diffuse	NOUN
aiti-12683	339	45	reflectance	reflectance	NOUN
aiti-12683	339	46	spectroscopy	spectroscopy	NOUN
aiti-12683	339	47	in	in	ADP
aiti-12683	339	48	varying	vary	VERB
aiti-12683	339	49	salt	salt	NOUN
aiti-12683	339	50	-	-	PUNCT
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aiti-12683	339	62	,	,	PUNCT
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aiti-12683	340	2	24	24	NUM
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aiti-12683	340	4	z.	z.	PROPN
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aiti-12683	340	25	mobile	mobile	ADJ
aiti-12683	340	26	containers	container	NOUN
aiti-12683	340	27	,	,	PUNCT
aiti-12683	340	28	”	"	PUNCT
aiti-12683	340	29	heliyon	heliyon	NOUN
aiti-12683	340	30	,	,	PUNCT
aiti-12683	340	31	vol	vol	NOUN
aiti-12683	340	32	.	.	PROPN
aiti-12683	340	33	8	8	NUM
aiti-12683	340	34	,	,	PUNCT
aiti-12683	340	35	no	no	INTJ
aiti-12683	340	36	.	.	NOUN
aiti-12683	340	37	12	12	NUM
aiti-12683	340	38	,	,	PUNCT
aiti-12683	340	39	article	article	NOUN
aiti-12683	340	40	no	no	NOUN
aiti-12683	340	41	.	.	PUNCT
aiti-12683	341	1	e12098	e12098	NOUN
aiti-12683	341	2	,	,	PUNCT
aiti-12683	341	3	december	december	PROPN
aiti-12683	341	4	2022	2022	NUM
aiti-12683	341	5	.	.	PUNCT
aiti-12683	342	1	[	[	X
aiti-12683	342	2	25	25	NUM
aiti-12683	342	3	]	]	PUNCT
aiti-12683	342	4	bbsdlp	bbsdlp	NOUN
aiti-12683	342	5	,	,	PUNCT
aiti-12683	342	6	semi	semi	ADJ
aiti-12683	342	7	-	-	ADJ
aiti-12683	342	8	detailed	detailed	ADJ
aiti-12683	342	9	soil	soil	NOUN
aiti-12683	342	10	map	map	NOUN
aiti-12683	342	11	of	of	ADP
aiti-12683	342	12	bogor	bogor	PROPN
aiti-12683	342	13	regency	regency	PROPN
aiti-12683	342	14	,	,	PUNCT
aiti-12683	342	15	west	west	PROPN
aiti-12683	342	16	java	java	PROPN
aiti-12683	342	17	province	province	PROPN
aiti-12683	342	18	.	.	PUNCT
aiti-12683	343	1	bogor	bogor	PROPN
aiti-12683	343	2	,	,	PUNCT
aiti-12683	343	3	indonesia	indonesia	PROPN
aiti-12683	343	4	:	:	PUNCT
aiti-12683	343	5	center	center	NOUN
aiti-12683	343	6	for	for	ADP
aiti-12683	343	7	agricultural	agricultural	ADJ
aiti-12683	343	8	land	land	NOUN
aiti-12683	343	9	resources	resource	NOUN
aiti-12683	343	10	,	,	PUNCT
aiti-12683	343	11	agency	agency	NOUN
aiti-12683	343	12	for	for	ADP
aiti-12683	343	13	agricultural	agricultural	ADJ
aiti-12683	343	14	research	research	NOUN
aiti-12683	343	15	and	and	CCONJ
aiti-12683	343	16	development	development	NOUN
aiti-12683	343	17	,	,	PUNCT
aiti-12683	343	18	2016	2016	NUM
aiti-12683	343	19	.	.	PUNCT
aiti-12683	344	1	[	[	X
aiti-12683	344	2	26	26	NUM
aiti-12683	344	3	]	]	X
aiti-12683	344	4	bbsdlp	bbsdlp	NOUN
aiti-12683	344	5	,	,	PUNCT
aiti-12683	344	6	semi	semi	ADJ
aiti-12683	344	7	-	-	ADJ
aiti-12683	344	8	detailed	detailed	ADJ
aiti-12683	344	9	soil	soil	NOUN
aiti-12683	344	10	map	map	NOUN
aiti-12683	344	11	of	of	ADP
aiti-12683	344	12	sukabumi	sukabumi	PROPN
aiti-12683	344	13	regency	regency	PROPN
aiti-12683	344	14	,	,	PUNCT
aiti-12683	344	15	west	west	PROPN
aiti-12683	344	16	java	java	PROPN
aiti-12683	344	17	province	province	PROPN
aiti-12683	344	18	.	.	PUNCT
aiti-12683	345	1	bogor	bogor	PROPN
aiti-12683	345	2	,	,	PUNCT
aiti-12683	345	3	indonesia	indonesia	PROPN
aiti-12683	345	4	:	:	PUNCT
aiti-12683	345	5	center	center	NOUN
aiti-12683	345	6	for	for	ADP
aiti-12683	345	7	agricultural	agricultural	ADJ
aiti-12683	345	8	land	land	NOUN
aiti-12683	345	9	resources	resource	NOUN
aiti-12683	345	10	,	,	PUNCT
aiti-12683	345	11	agency	agency	NOUN
aiti-12683	345	12	for	for	ADP
aiti-12683	345	13	agricultural	agricultural	ADJ
aiti-12683	345	14	research	research	NOUN
aiti-12683	345	15	and	and	CCONJ
aiti-12683	345	16	development	development	NOUN
aiti-12683	345	17	,	,	PUNCT
aiti-12683	345	18	2016	2016	NUM
aiti-12683	345	19	.	.	PUNCT
aiti-12683	346	1	[	[	X
aiti-12683	346	2	27	27	NUM
aiti-12683	346	3	]	]	SYM
aiti-12683	346	4	bbsdlp	bbsdlp	NOUN
aiti-12683	346	5	,	,	PUNCT
aiti-12683	346	6	semi	semi	ADJ
aiti-12683	346	7	-	-	ADJ
aiti-12683	346	8	detailed	detailed	ADJ
aiti-12683	346	9	soil	soil	NOUN
aiti-12683	346	10	map	map	NOUN
aiti-12683	346	11	of	of	ADP
aiti-12683	346	12	indramayu	indramayu	PROPN
aiti-12683	346	13	regency	regency	PROPN
aiti-12683	346	14	,	,	PUNCT
aiti-12683	346	15	west	west	PROPN
aiti-12683	346	16	java	java	PROPN
aiti-12683	346	17	province	province	PROPN
aiti-12683	346	18	.	.	PUNCT
aiti-12683	347	1	bogor	bogor	PROPN
aiti-12683	347	2	,	,	PUNCT
aiti-12683	347	3	indonesia	indonesia	PROPN
aiti-12683	347	4	:	:	PUNCT
aiti-12683	347	5	center	center	NOUN
aiti-12683	347	6	for	for	ADP
aiti-12683	347	7	agricultural	agricultural	ADJ
aiti-12683	347	8	land	land	NOUN
aiti-12683	347	9	resources	resource	NOUN
aiti-12683	347	10	,	,	PUNCT
aiti-12683	347	11	agency	agency	NOUN
aiti-12683	347	12	for	for	ADP
aiti-12683	347	13	agricultural	agricultural	ADJ
aiti-12683	347	14	research	research	NOUN
aiti-12683	347	15	and	and	CCONJ
aiti-12683	347	16	development	development	NOUN
aiti-12683	347	17	,	,	PUNCT
aiti-12683	347	18	2017	2017	NUM
aiti-12683	347	19	.	.	PUNCT
aiti-12683	348	1	[	[	X
aiti-12683	348	2	28	28	NUM
aiti-12683	348	3	]	]	X
aiti-12683	348	4	bbsdlp	bbsdlp	NOUN
aiti-12683	348	5	,	,	PUNCT
aiti-12683	348	6	semi	semi	ADJ
aiti-12683	348	7	-	-	ADJ
aiti-12683	348	8	detailed	detailed	ADJ
aiti-12683	348	9	soil	soil	NOUN
aiti-12683	348	10	map	map	NOUN
aiti-12683	348	11	of	of	ADP
aiti-12683	348	12	subang	subang	PROPN
aiti-12683	348	13	regency	regency	PROPN
aiti-12683	348	14	,	,	PUNCT
aiti-12683	348	15	west	west	PROPN
aiti-12683	348	16	java	java	PROPN
aiti-12683	348	17	province	province	PROPN
aiti-12683	348	18	.	.	PUNCT
aiti-12683	349	1	bogor	bogor	PROPN
aiti-12683	349	2	,	,	PUNCT
aiti-12683	349	3	indonesia	indonesia	PROPN
aiti-12683	349	4	:	:	PUNCT
aiti-12683	349	5	center	center	NOUN
aiti-12683	349	6	for	for	ADP
aiti-12683	349	7	agricultural	agricultural	ADJ
aiti-12683	349	8	land	land	NOUN
aiti-12683	349	9	resources	resource	NOUN
aiti-12683	349	10	,	,	PUNCT
aiti-12683	349	11	agency	agency	NOUN
aiti-12683	349	12	for	for	ADP
aiti-12683	349	13	agricultural	agricultural	ADJ
aiti-12683	349	14	research	research	NOUN
aiti-12683	349	15	and	and	CCONJ
aiti-12683	349	16	development	development	NOUN
aiti-12683	349	17	,	,	PUNCT
aiti-12683	349	18	2017	2017	NUM
aiti-12683	349	19	.	.	PUNCT
aiti-12683	350	1	[	[	X
aiti-12683	350	2	29	29	NUM
aiti-12683	350	3	]	]	X
aiti-12683	350	4	b.	b.	PROPN
aiti-12683	350	5	miloš	miloš	PROPN
aiti-12683	350	6	,	,	PUNCT
aiti-12683	350	7	a.	a.	NOUN
aiti-12683	350	8	bensa	bensa	PROPN
aiti-12683	350	9	,	,	PUNCT
aiti-12683	350	10	and	and	CCONJ
aiti-12683	350	11	b.	b.	PROPN
aiti-12683	350	12	japundžić	japundžić	NOUN
aiti-12683	350	13	-	-	PUNCT
aiti-12683	350	14	palenkić	palenkić	NOUN
aiti-12683	350	15	,	,	PUNCT
aiti-12683	350	16	“	"	PUNCT
aiti-12683	350	17	evaluation	evaluation	NOUN
aiti-12683	350	18	of	of	ADP
aiti-12683	350	19	vis	vis	X
aiti-12683	350	20	-	-	ADJ
aiti-12683	350	21	nir	nir	ADJ
aiti-12683	350	22	preprocessing	preprocessing	NOUN
aiti-12683	350	23	combined	combine	VERB
aiti-12683	350	24	with	with	ADP
aiti-12683	350	25	pls	pls	INTJ
aiti-12683	350	26	regression	regression	NOUN
aiti-12683	350	27	for	for	ADP
aiti-12683	350	28	estimation	estimation	NOUN
aiti-12683	350	29	soil	soil	NOUN
aiti-12683	350	30	organic	organic	ADJ
aiti-12683	350	31	carbon	carbon	NOUN
aiti-12683	350	32	,	,	PUNCT
aiti-12683	350	33	cation	cation	NOUN
aiti-12683	350	34	exchange	exchange	NOUN
aiti-12683	350	35	capacity	capacity	NOUN
aiti-12683	350	36	and	and	CCONJ
aiti-12683	350	37	clay	clay	NOUN
aiti-12683	350	38	from	from	ADP
aiti-12683	350	39	eastern	eastern	ADJ
aiti-12683	350	40	croatia	croatia	PROPN
aiti-12683	350	41	,	,	PUNCT
aiti-12683	350	42	”	"	PUNCT
aiti-12683	350	43	geoderma	geoderma	PROPN
aiti-12683	350	44	regional	regional	ADJ
aiti-12683	350	45	,	,	PUNCT
aiti-12683	350	46	vol	vol	NOUN
aiti-12683	350	47	.	.	PROPN
aiti-12683	350	48	30	30	NUM
aiti-12683	350	49	,	,	PUNCT
aiti-12683	350	50	article	article	NOUN
aiti-12683	350	51	no	no	INTJ
aiti-12683	350	52	.	.	PUNCT
aiti-12683	351	1	e00558	e00558	ADJ
aiti-12683	351	2	,	,	PUNCT
aiti-12683	351	3	september	september	PROPN
aiti-12683	351	4	2022	2022	NUM
aiti-12683	351	5	.	.	PUNCT
aiti-12683	352	1	copyright	copyright	NOUN
aiti-12683	352	2	©	©	PROPN
aiti-12683	352	3	by	by	ADP
aiti-12683	352	4	the	the	DET
aiti-12683	352	5	authors	author	NOUN
aiti-12683	352	6	.	.	PUNCT
aiti-12683	353	1	licensee	licensee	PROPN
aiti-12683	353	2	taeti	taeti	PROPN
aiti-12683	353	3	,	,	PUNCT
aiti-12683	353	4	taiwan	taiwan	PROPN
aiti-12683	353	5	.	.	PUNCT
aiti-12683	354	1	this	this	DET
aiti-12683	354	2	article	article	NOUN
aiti-12683	354	3	is	be	AUX
aiti-12683	354	4	an	an	DET
aiti-12683	354	5	open	open	ADJ
aiti-12683	354	6	-	-	PUNCT
aiti-12683	354	7	access	access	NOUN
aiti-12683	354	8	article	article	NOUN
aiti-12683	354	9	distributed	distribute	VERB
aiti-12683	354	10	under	under	ADP
aiti-12683	354	11	the	the	DET
aiti-12683	354	12	terms	term	NOUN
aiti-12683	354	13	and	and	CCONJ
aiti-12683	354	14	conditions	condition	NOUN
aiti-12683	354	15	of	of	ADP
aiti-12683	354	16	the	the	DET
aiti-12683	354	17	creative	creative	ADJ
aiti-12683	354	18	commons	common	NOUN
aiti-12683	354	19	attribution	attribution	NOUN
aiti-12683	354	20	(	(	PUNCT
aiti-12683	354	21	cc	cc	NOUN
aiti-12683	354	22	by	by	ADP
aiti-12683	354	23	-	-	PUNCT
aiti-12683	354	24	nc	nc	NOUN
aiti-12683	354	25	)	)	PUNCT
aiti-12683	354	26	license	license	NOUN
aiti-12683	354	27	(	(	PUNCT
aiti-12683	354	28	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	NOUN
aiti-12683	354	29	)	)	PUNCT
aiti-12683	354	30	.	.	PUNCT