id	sid	tid	token	lemma	pos
cet-14434	1	1	doi	doi	NOUN
cet-14434	1	2	:	:	PUNCT
cet-14434	1	3	10.3303	10.3303	NUM
cet-14434	1	4	/	/	SYM
cet-14434	1	5	cet24109011	cet24109011	NOUN
cet-14434	1	6	paper	paper	NOUN
cet-14434	1	7	received	receive	VERB
cet-14434	1	8	:	:	PUNCT
cet-14434	1	9	6	6	NUM
cet-14434	1	10	january	january	NOUN
cet-14434	1	11	2024	2024	NUM
cet-14434	1	12	;	;	PUNCT
cet-14434	1	13	revised	revise	VERB
cet-14434	1	14	:	:	PUNCT
cet-14434	1	15	8	8	NUM
cet-14434	1	16	march	march	NOUN
cet-14434	1	17	2024	2024	NUM
cet-14434	1	18	;	;	PUNCT
cet-14434	1	19	accepted	accept	VERB
cet-14434	1	20	:	:	PUNCT
cet-14434	1	21	8	8	NUM
cet-14434	1	22	april	april	PROPN
cet-14434	1	23	2024	2024	NUM
cet-14434	1	24	please	please	INTJ
cet-14434	1	25	cite	cite	VERB
cet-14434	1	26	this	this	DET
cet-14434	1	27	article	article	NOUN
cet-14434	1	28	as	as	ADP
cet-14434	1	29	:	:	PUNCT
cet-14434	1	30	rashidenovna	rashidenovna	PROPN
cet-14434	1	31	kabzhanova	kabzhanova	PROPN
cet-14434	1	32	g.	g.	PROPN
cet-14434	1	33	,	,	PUNCT
cet-14434	1	34	kairbekovna	kairbekovna	VERB
cet-14434	1	35	khusainova	khusainova	PROPN
cet-14434	1	36	r.	r.	PROPN
cet-14434	1	37	,	,	PUNCT
cet-14434	1	38	abilzhanovna	abilzhanovna	NOUN
cet-14434	1	39	sarsenova	sarsenova	PROPN
cet-14434	1	40	a.	a.	PROPN
cet-14434	1	41	,	,	PUNCT
cet-14434	1	42	zhumabaykyzy	zhumabaykyzy	PROPN
cet-14434	1	43	kurmasheva	kurmasheva	PROPN
cet-14434	1	44	a.	a.	PROPN
cet-14434	1	45	,	,	PUNCT
cet-14434	1	46	tokanovich	tokanovich	PRON
cet-14434	1	47	khusainov	khusainov	PROPN
cet-14434	1	48	a.	a.	PROPN
cet-14434	1	49	,	,	PUNCT
cet-14434	1	50	2024	2024	NUM
cet-14434	1	51	,	,	PUNCT
cet-14434	1	52	analysis	analysis	NOUN
cet-14434	1	53	of	of	ADP
cet-14434	1	54	the	the	DET
cet-14434	1	55	content	content	NOUN
cet-14434	1	56	of	of	ADP
cet-14434	1	57	nutrients	nutrient	NOUN
cet-14434	1	58	in	in	ADP
cet-14434	1	59	the	the	DET
cet-14434	1	60	southern	southern	ADJ
cet-14434	1	61	chernozem	chernozem	NOUN
cet-14434	1	62	of	of	ADP
cet-14434	1	63	kazakhstan	kazakhstan	PROPN
cet-14434	1	64	based	base	VERB
cet-14434	1	65	on	on	ADP
cet-14434	1	66	remote	remote	ADJ
cet-14434	1	67	sensing	sense	VERB
cet-14434	1	68	data	datum	NOUN
cet-14434	1	69	,	,	PUNCT
cet-14434	1	70	chemical	chemical	NOUN
cet-14434	1	71	engineering	engineering	NOUN
cet-14434	1	72	transactions	transaction	NOUN
cet-14434	1	73	,	,	PUNCT
cet-14434	1	74	109	109	NUM
cet-14434	1	75	,	,	PUNCT
cet-14434	1	76	61	61	NUM
cet-14434	1	77	-	-	SYM
cet-14434	1	78	66	66	NUM
cet-14434	1	79	doi:10.3303	doi:10.3303	NOUN
cet-14434	1	80	/	/	SYM
cet-14434	1	81	cet24109011	cet24109011	NOUN
cet-14434	1	82	chemical	chemical	PROPN
cet-14434	1	83	engineering	engineering	NOUN
cet-14434	1	84	transactions	transaction	NOUN
cet-14434	1	85	vol	vol	NOUN
cet-14434	1	86	.	.	PROPN
cet-14434	2	1	109	109	NUM
cet-14434	2	2	,	,	PUNCT
cet-14434	2	3	2024	2024	NUM
cet-14434	2	4	a	a	DET
cet-14434	2	5	publication	publication	NOUN
cet-14434	2	6	of	of	ADP
cet-14434	2	7	the	the	DET
cet-14434	2	8	italian	italian	ADJ
cet-14434	2	9	association	association	NOUN
cet-14434	2	10	of	of	ADP
cet-14434	2	11	chemical	chemical	PROPN
cet-14434	2	12	engineering	engineering	NOUN
cet-14434	2	13	online	online	ADV
cet-14434	2	14	at	at	ADP
cet-14434	2	15	www.cetjournal.it	www.cetjournal.it	PROPN
cet-14434	2	16	guest	guest	NOUN
cet-14434	2	17	editors	editor	NOUN
cet-14434	2	18	:	:	PUNCT
cet-14434	2	19	leonardo	leonardo	PROPN
cet-14434	2	20	tognotti	tognotti	PROPN
cet-14434	2	21	,	,	PUNCT
cet-14434	2	22	rubens	rubens	PROPN
cet-14434	2	23	maciel	maciel	PROPN
cet-14434	2	24	filho	filho	PROPN
cet-14434	2	25	,	,	PUNCT
cet-14434	2	26	viatcheslav	viatcheslav	PROPN
cet-14434	2	27	kafarov	kafarov	PROPN
cet-14434	2	28	copyright	copyright	NOUN
cet-14434	2	29	©	©	PROPN
cet-14434	2	30	2024	2024	NUM
cet-14434	2	31	,	,	PUNCT
cet-14434	2	32	aidic	aidic	ADJ
cet-14434	2	33	servizi	servizi	PROPN
cet-14434	2	34	s.r.l	s.r.l	NOUN
cet-14434	2	35	.	.	PUNCT
cet-14434	3	1	isbn	isbn	PROPN
cet-14434	3	2	979	979	NUM
cet-14434	3	3	-	-	SYM
cet-14434	3	4	12	12	NUM
cet-14434	3	5	-	-	PUNCT
cet-14434	3	6	81206	81206	NUM
cet-14434	3	7	-	-	PUNCT
cet-14434	3	8	09	09	NUM
cet-14434	3	9	-	-	PUNCT
cet-14434	3	10	0	0	NUM
cet-14434	3	11	;	;	PUNCT
cet-14434	3	12	issn	issn	PROPN
cet-14434	3	13	2283	2283	NUM
cet-14434	3	14	-	-	SYM
cet-14434	3	15	9216	9216	NUM
cet-14434	3	16	analysis	analysis	NOUN
cet-14434	3	17	of	of	ADP
cet-14434	3	18	the	the	DET
cet-14434	3	19	content	content	NOUN
cet-14434	3	20	of	of	ADP
cet-14434	3	21	nutrients	nutrient	NOUN
cet-14434	3	22	in	in	ADP
cet-14434	3	23	the	the	DET
cet-14434	3	24	southern	southern	ADJ
cet-14434	3	25	chernozem	chernozem	NOUN
cet-14434	3	26	of	of	ADP
cet-14434	3	27	kazakhstan	kazakhstan	PROPN
cet-14434	3	28	based	base	VERB
cet-14434	3	29	on	on	ADP
cet-14434	3	30	remote	remote	ADJ
cet-14434	3	31	sensing	sense	VERB
cet-14434	3	32	data	datum	NOUN
cet-14434	3	33	gulnara	gulnara	PROPN
cet-14434	3	34	rashidenovna	rashidenovna	PROPN
cet-14434	3	35	kabzhanovaa	kabzhanovaa	PROPN
cet-14434	3	36	,	,	PUNCT
cet-14434	3	37	razia	razia	PROPN
cet-14434	3	38	kairbekovna	kairbekovna	VERB
cet-14434	3	39	khusainovab	khusainovab	PROPN
cet-14434	3	40	,	,	PUNCT
cet-14434	3	41	anara	anara	VERB
cet-14434	3	42	abilzhanovna	abilzhanovna	NOUN
cet-14434	3	43	sarsenovab	sarsenovab	PROPN
cet-14434	3	44	,	,	PUNCT
cet-14434	3	45	aisulu	aisulu	VERB
cet-14434	3	46	zhumabaykyzy	zhumabaykyzy	PROPN
cet-14434	3	47	kurmashevaa	kurmashevaa	PROPN
cet-14434	3	48	,	,	PUNCT
cet-14434	3	49	abilzhan	abilzhan	PRON
cet-14434	3	50	tokanovich	tokanovich	PRON
cet-14434	3	51	khusainovb	khusainovb	NOUN
cet-14434	3	52	c	c	PROPN
cet-14434	4	1	“	"	PUNCT
cet-14434	4	2	national	national	ADJ
cet-14434	4	3	company	company	NOUN
cet-14434	4	4	“	"	PUNCT
cet-14434	4	5	kazakhstan	kazakhstan	PROPN
cet-14434	4	6	gharysh	gharysh	PROPN
cet-14434	4	7	sapary	sapary	PROPN
cet-14434	4	8	”	"	PUNCT
cet-14434	4	9	,	,	PUNCT
cet-14434	4	10	turan	turan	PROPN
cet-14434	4	11	ave	ave	PROPN
cet-14434	4	12	.	.	PROPN
cet-14434	4	13	,	,	PUNCT
cet-14434	4	14	89	89	NUM
cet-14434	4	15	,	,	PUNCT
cet-14434	4	16	010000	010000	NUM
cet-14434	4	17	,	,	PUNCT
cet-14434	4	18	astana	astana	PROPN
cet-14434	4	19	,	,	PUNCT
cet-14434	4	20	kazakhstansaj	kazakhstansaj	ADJ
cet-14434	4	21	gurashkab@mail.ru	gurashkab@mail.ru	PROPN
cet-14434	4	22	optimization	optimization	NOUN
cet-14434	4	23	of	of	ADP
cet-14434	4	24	mineral	mineral	NOUN
cet-14434	4	25	nutrition	nutrition	NOUN
cet-14434	4	26	for	for	ADP
cet-14434	4	27	grain	grain	NOUN
cet-14434	4	28	crops	crop	NOUN
cet-14434	4	29	is	be	AUX
cet-14434	4	30	based	base	VERB
cet-14434	4	31	on	on	ADP
cet-14434	4	32	the	the	DET
cet-14434	4	33	constructive	constructive	ADJ
cet-14434	4	34	and	and	CCONJ
cet-14434	4	35	prompt	prompt	ADJ
cet-14434	4	36	use	use	NOUN
cet-14434	4	37	of	of	ADP
cet-14434	4	38	mineral	mineral	NOUN
cet-14434	4	39	fertilizers	fertilizer	NOUN
cet-14434	4	40	in	in	ADP
cet-14434	4	41	accordance	accordance	NOUN
cet-14434	4	42	with	with	ADP
cet-14434	4	43	the	the	DET
cet-14434	4	44	need	need	NOUN
cet-14434	4	45	and	and	CCONJ
cet-14434	4	46	economic	economic	ADJ
cet-14434	4	47	efficiency	efficiency	NOUN
cet-14434	4	48	.	.	PUNCT
cet-14434	5	1	given	give	VERB
cet-14434	5	2	the	the	DET
cet-14434	5	3	spatial	spatial	ADJ
cet-14434	5	4	extent	extent	NOUN
cet-14434	5	5	of	of	ADP
cet-14434	5	6	kazakhstan	kazakhstan	PROPN
cet-14434	5	7	's	's	PART
cet-14434	5	8	agricultural	agricultural	ADJ
cet-14434	5	9	resources	resource	NOUN
cet-14434	5	10	,	,	PUNCT
cet-14434	5	11	the	the	DET
cet-14434	5	12	use	use	NOUN
cet-14434	5	13	of	of	ADP
cet-14434	5	14	remote	remote	ADJ
cet-14434	5	15	tools	tool	NOUN
cet-14434	5	16	for	for	ADP
cet-14434	5	17	diagnosing	diagnose	VERB
cet-14434	5	18	the	the	DET
cet-14434	5	19	content	content	NOUN
cet-14434	5	20	of	of	ADP
cet-14434	5	21	basic	basic	ADJ
cet-14434	5	22	plant	plant	NOUN
cet-14434	5	23	nutrition	nutrition	NOUN
cet-14434	5	24	elements	element	NOUN
cet-14434	5	25	is	be	AUX
cet-14434	5	26	the	the	DET
cet-14434	5	27	most	most	ADV
cet-14434	5	28	optimal	optimal	ADJ
cet-14434	5	29	solution	solution	NOUN
cet-14434	5	30	.	.	PUNCT
cet-14434	6	1	in	in	ADP
cet-14434	6	2	a	a	DET
cet-14434	6	3	scientific	scientific	ADJ
cet-14434	6	4	study	study	NOUN
cet-14434	6	5	conducted	conduct	VERB
cet-14434	6	6	on	on	ADP
cet-14434	6	7	southern	southern	ADJ
cet-14434	6	8	chernozems	chernozem	NOUN
cet-14434	6	9	in	in	ADP
cet-14434	6	10	northern	northern	ADJ
cet-14434	6	11	kazakhstan	kazakhstan	PROPN
cet-14434	6	12	,	,	PUNCT
cet-14434	6	13	remote	remote	ADJ
cet-14434	6	14	sensing	sense	VERB
cet-14434	6	15	data	datum	NOUN
cet-14434	6	16	analysis	analysis	NOUN
cet-14434	6	17	methods	method	NOUN
cet-14434	6	18	were	be	AUX
cet-14434	6	19	used	use	VERB
cet-14434	6	20	to	to	PART
cet-14434	6	21	predict	predict	VERB
cet-14434	6	22	the	the	DET
cet-14434	6	23	content	content	NOUN
cet-14434	6	24	of	of	ADP
cet-14434	6	25	npk	npk	NOUN
cet-14434	6	26	.	.	PUNCT
cet-14434	7	1	1	1	X
cet-14434	7	2	.	.	X
cet-14434	7	3	introduction	introduction	NOUN
cet-14434	7	4	one	one	NUM
cet-14434	7	5	of	of	ADP
cet-14434	7	6	the	the	DET
cet-14434	7	7	aspects	aspect	NOUN
cet-14434	7	8	of	of	ADP
cet-14434	7	9	agricultural	agricultural	ADJ
cet-14434	7	10	intensification	intensification	NOUN
cet-14434	7	11	for	for	ADP
cet-14434	7	12	economically	economically	ADV
cet-14434	7	13	developed	develop	VERB
cet-14434	7	14	countries	country	NOUN
cet-14434	7	15	is	be	AUX
cet-14434	7	16	the	the	DET
cet-14434	7	17	adoption	adoption	NOUN
cet-14434	7	18	of	of	ADP
cet-14434	7	19	effective	effective	ADJ
cet-14434	7	20	agricultural	agricultural	ADJ
cet-14434	7	21	management	management	NOUN
cet-14434	7	22	decisions	decision	NOUN
cet-14434	7	23	based	base	VERB
cet-14434	7	24	on	on	ADP
cet-14434	7	25	modern	modern	ADJ
cet-14434	7	26	tools	tool	NOUN
cet-14434	7	27	,	,	PUNCT
cet-14434	7	28	including	include	VERB
cet-14434	7	29	information	information	NOUN
cet-14434	7	30	technology	technology	NOUN
cet-14434	7	31	and	and	CCONJ
cet-14434	7	32	remote	remote	ADJ
cet-14434	7	33	sensing	sensing	NOUN
cet-14434	7	34	.	.	PUNCT
cet-14434	8	1	the	the	DET
cet-14434	8	2	principle	principle	NOUN
cet-14434	8	3	of	of	ADP
cet-14434	8	4	greening	green	VERB
cet-14434	8	5	in	in	ADP
cet-14434	8	6	intensive	intensive	ADJ
cet-14434	8	7	agriculture	agriculture	NOUN
cet-14434	8	8	implies	imply	VERB
cet-14434	8	9	the	the	DET
cet-14434	8	10	development	development	NOUN
cet-14434	8	11	of	of	ADP
cet-14434	8	12	balanced	balanced	ADJ
cet-14434	8	13	and	and	CCONJ
cet-14434	8	14	environmentally	environmentally	ADV
cet-14434	8	15	safe	safe	ADJ
cet-14434	8	16	production	production	NOUN
cet-14434	8	17	and	and	CCONJ
cet-14434	8	18	rational	rational	ADJ
cet-14434	8	19	use	use	NOUN
cet-14434	8	20	of	of	ADP
cet-14434	8	21	natural	natural	ADJ
cet-14434	8	22	resources	resource	NOUN
cet-14434	8	23	(	(	PUNCT
cet-14434	8	24	gorbatovskij	gorbatovskij	NOUN
cet-14434	8	25	and	and	CCONJ
cet-14434	8	26	gorbatovskaya	gorbatovskaya	NOUN
cet-14434	8	27	,	,	PUNCT
cet-14434	8	28	2010	2010	NUM
cet-14434	8	29	)	)	PUNCT
cet-14434	8	30	.	.	PUNCT
cet-14434	9	1	optimization	optimization	NOUN
cet-14434	9	2	of	of	ADP
cet-14434	9	3	the	the	DET
cet-14434	9	4	mineral	mineral	NOUN
cet-14434	9	5	nutrition	nutrition	NOUN
cet-14434	9	6	of	of	ADP
cet-14434	9	7	cultivated	cultivate	VERB
cet-14434	9	8	plants	plant	NOUN
cet-14434	9	9	due	due	ADP
cet-14434	9	10	to	to	ADP
cet-14434	9	11	an	an	DET
cet-14434	9	12	environmentally	environmentally	ADV
cet-14434	9	13	adaptive	adaptive	ADJ
cet-14434	9	14	approach	approach	NOUN
cet-14434	9	15	when	when	SCONJ
cet-14434	9	16	applying	apply	VERB
cet-14434	9	17	fertilizers	fertilizer	NOUN
cet-14434	9	18	,	,	PUNCT
cet-14434	9	19	reliable	reliable	ADJ
cet-14434	9	20	operational	operational	ADJ
cet-14434	9	21	remote	remote	ADJ
cet-14434	9	22	monitoring	monitoring	NOUN
cet-14434	9	23	of	of	ADP
cet-14434	9	24	plants	plant	NOUN
cet-14434	9	25	will	will	AUX
cet-14434	9	26	allow	allow	VERB
cet-14434	9	27	the	the	DET
cet-14434	9	28	introduction	introduction	NOUN
cet-14434	9	29	of	of	ADP
cet-14434	9	30	tools	tool	NOUN
cet-14434	9	31	for	for	ADP
cet-14434	9	32	the	the	DET
cet-14434	9	33	intensification	intensification	NOUN
cet-14434	9	34	of	of	ADP
cet-14434	9	35	agricultural	agricultural	ADJ
cet-14434	9	36	production	production	NOUN
cet-14434	9	37	.	.	PUNCT
cet-14434	10	1	from	from	ADP
cet-14434	10	2	the	the	DET
cet-14434	10	3	materials	material	NOUN
cet-14434	10	4	of	of	ADP
cet-14434	10	5	baktybekov	baktybekov	PROPN
cet-14434	10	6	k.	k.	PROPN
cet-14434	10	7	(	(	PUNCT
cet-14434	10	8	2018	2018	NUM
cet-14434	10	9	)	)	PUNCT
cet-14434	10	10	,	,	PUNCT
cet-14434	10	11	the	the	DET
cet-14434	10	12	space	space	NOUN
cet-14434	10	13	monitoring	monitor	VERB
cet-14434	10	14	tool	tool	NOUN
cet-14434	10	15	in	in	ADP
cet-14434	10	16	kazakhstan	kazakhstan	PROPN
cet-14434	10	17	is	be	AUX
cet-14434	10	18	effectively	effectively	ADV
cet-14434	10	19	used	use	VERB
cet-14434	10	20	for	for	ADP
cet-14434	10	21	operational	operational	ADJ
cet-14434	10	22	assessment	assessment	NOUN
cet-14434	10	23	of	of	ADP
cet-14434	10	24	the	the	DET
cet-14434	10	25	crops	crop	NOUN
cet-14434	10	26	condition	condition	NOUN
cet-14434	10	27	.	.	PUNCT
cet-14434	11	1	however	however	ADV
cet-14434	11	2	,	,	PUNCT
cet-14434	11	3	these	these	DET
cet-14434	11	4	services	service	NOUN
cet-14434	11	5	currently	currently	ADV
cet-14434	11	6	can	can	AUX
cet-14434	11	7	show	show	VERB
cet-14434	11	8	limited	limited	ADJ
cet-14434	11	9	parameters	parameter	NOUN
cet-14434	11	10	of	of	ADP
cet-14434	11	11	crops	crop	NOUN
cet-14434	11	12	–	–	PUNCT
cet-14434	11	13	only	only	ADV
cet-14434	11	14	soil	soil	NOUN
cet-14434	11	15	surface	surface	NOUN
cet-14434	11	16	moisture	moisture	NOUN
cet-14434	11	17	,	,	PUNCT
cet-14434	11	18	biomass	biomass	NOUN
cet-14434	11	19	,	,	PUNCT
cet-14434	11	20	degradation	degradation	NOUN
cet-14434	11	21	signs	sign	NOUN
cet-14434	11	22	,	,	PUNCT
cet-14434	11	23	and	and	CCONJ
cet-14434	11	24	the	the	DET
cet-14434	11	25	agrochemical	agrochemical	ADJ
cet-14434	11	26	state	state	NOUN
cet-14434	11	27	from	from	ADP
cet-14434	11	28	space	space	NOUN
cet-14434	11	29	is	be	AUX
cet-14434	11	30	still	still	ADV
cet-14434	11	31	impossible	impossible	ADJ
cet-14434	11	32	to	to	PART
cet-14434	11	33	determine	determine	VERB
cet-14434	11	34	,	,	PUNCT
cet-14434	11	35	since	since	SCONJ
cet-14434	11	36	there	there	PRON
cet-14434	11	37	is	be	VERB
cet-14434	11	38	no	no	DET
cet-14434	11	39	scale	scale	NOUN
cet-14434	11	40	of	of	ADP
cet-14434	11	41	dependence	dependence	NOUN
cet-14434	11	42	of	of	ADP
cet-14434	11	43	the	the	DET
cet-14434	11	44	actual	actual	ADJ
cet-14434	11	45	state	state	NOUN
cet-14434	11	46	of	of	ADP
cet-14434	11	47	the	the	DET
cet-14434	11	48	plant	plant	NOUN
cet-14434	11	49	and	and	CCONJ
cet-14434	11	50	the	the	DET
cet-14434	11	51	spectral	spectral	ADJ
cet-14434	11	52	radiation	radiation	NOUN
cet-14434	11	53	of	of	ADP
cet-14434	11	54	plants	plant	NOUN
cet-14434	11	55	.	.	PUNCT
cet-14434	12	1	optimization	optimization	NOUN
cet-14434	12	2	of	of	ADP
cet-14434	12	3	mineral	mineral	NOUN
cet-14434	12	4	nutrition	nutrition	NOUN
cet-14434	12	5	and	and	CCONJ
cet-14434	12	6	modeling	modeling	NOUN
cet-14434	12	7	of	of	ADP
cet-14434	12	8	agrochemical	agrochemical	ADJ
cet-14434	12	9	processes	process	NOUN
cet-14434	12	10	is	be	AUX
cet-14434	12	11	the	the	DET
cet-14434	12	12	final	final	ADJ
cet-14434	12	13	part	part	NOUN
cet-14434	12	14	of	of	ADP
cet-14434	12	15	empirical	empirical	ADJ
cet-14434	12	16	research	research	NOUN
cet-14434	12	17	,	,	PUNCT
cet-14434	12	18	which	which	PRON
cet-14434	12	19	allows	allow	VERB
cet-14434	12	20	systematic	systematic	ADJ
cet-14434	12	21	crop	crop	NOUN
cet-14434	12	22	planning	planning	NOUN
cet-14434	12	23	.	.	PUNCT
cet-14434	13	1	such	such	ADJ
cet-14434	13	2	modeling	modeling	NOUN
cet-14434	13	3	was	be	AUX
cet-14434	13	4	carried	carry	VERB
cet-14434	13	5	out	out	ADP
cet-14434	13	6	in	in	ADP
cet-14434	13	7	the	the	DET
cet-14434	13	8	south	south	NOUN
cet-14434	13	9	of	of	ADP
cet-14434	13	10	western	western	ADJ
cet-14434	13	11	siberia	siberia	PROPN
cet-14434	13	12	by	by	ADP
cet-14434	13	13	dr	dr	PROPN
cet-14434	13	14	.	.	PROPN
cet-14434	13	15	ermokhin	ermokhin	PROPN
cet-14434	13	16	yu	yu	PROPN
cet-14434	13	17	.	.	PROPN
cet-14434	13	18	i.	i.	PROPN
cet-14434	13	19	(	(	PUNCT
cet-14434	13	20	sarsenova	sarsenova	PROPN
cet-14434	13	21	,	,	PUNCT
cet-14434	13	22	2021	2021	NUM
cet-14434	13	23	)	)	PUNCT
cet-14434	13	24	.	.	PUNCT
cet-14434	14	1	the	the	DET
cet-14434	14	2	continuation	continuation	NOUN
cet-14434	14	3	of	of	ADP
cet-14434	14	4	this	this	DET
cet-14434	14	5	trend	trend	NOUN
cet-14434	14	6	in	in	ADP
cet-14434	14	7	combination	combination	NOUN
cet-14434	14	8	with	with	ADP
cet-14434	14	9	remote	remote	ADJ
cet-14434	14	10	sensing	sense	VERB
cet-14434	14	11	methods	method	NOUN
cet-14434	14	12	has	have	VERB
cet-14434	14	13	undoubtedly	undoubtedly	ADV
cet-14434	14	14	scientific	scientific	ADJ
cet-14434	14	15	novelty	novelty	NOUN
cet-14434	14	16	,	,	PUNCT
cet-14434	14	17	relevance	relevance	NOUN
cet-14434	14	18	and	and	CCONJ
cet-14434	14	19	practical	practical	ADJ
cet-14434	14	20	significance	significance	NOUN
cet-14434	14	21	.	.	PUNCT
cet-14434	15	1	thus	thus	ADV
cet-14434	15	2	,	,	PUNCT
cet-14434	15	3	the	the	DET
cet-14434	15	4	integration	integration	NOUN
cet-14434	15	5	of	of	ADP
cet-14434	15	6	methods	method	NOUN
cet-14434	15	7	of	of	ADP
cet-14434	15	8	ground	ground	NOUN
cet-14434	15	9	diagnostics	diagnostic	NOUN
cet-14434	15	10	of	of	ADP
cet-14434	15	11	plants	plant	NOUN
cet-14434	15	12	and	and	CCONJ
cet-14434	15	13	their	their	PRON
cet-14434	15	14	spectral	spectral	ADJ
cet-14434	15	15	response	response	NOUN
cet-14434	15	16	according	accord	VERB
cet-14434	15	17	to	to	ADP
cet-14434	15	18	remote	remote	ADJ
cet-14434	15	19	sensing	sense	VERB
cet-14434	15	20	data	datum	NOUN
cet-14434	15	21	in	in	ADP
cet-14434	15	22	the	the	DET
cet-14434	15	23	system	system	NOUN
cet-14434	15	24	of	of	ADP
cet-14434	15	25	regional	regional	ADJ
cet-14434	15	26	monitoring	monitoring	NOUN
cet-14434	15	27	of	of	ADP
cet-14434	15	28	agricultural	agricultural	ADJ
cet-14434	15	29	production	production	NOUN
cet-14434	15	30	will	will	AUX
cet-14434	15	31	allow	allow	VERB
cet-14434	15	32	us	we	PRON
cet-14434	15	33	to	to	PART
cet-14434	15	34	develop	develop	VERB
cet-14434	15	35	a	a	DET
cet-14434	15	36	comprehensive	comprehensive	ADJ
cet-14434	15	37	adapted	adapt	VERB
cet-14434	15	38	method	method	NOUN
cet-14434	15	39	for	for	ADP
cet-14434	15	40	the	the	DET
cet-14434	15	41	operational	operational	ADJ
cet-14434	15	42	assessment	assessment	NOUN
cet-14434	15	43	of	of	ADP
cet-14434	15	44	the	the	DET
cet-14434	15	45	condition	condition	NOUN
cet-14434	15	46	of	of	ADP
cet-14434	15	47	agricultural	agricultural	ADJ
cet-14434	15	48	plants	plant	NOUN
cet-14434	15	49	,	,	PUNCT
cet-14434	15	50	namely	namely	ADV
cet-14434	15	51	grain	grain	VERB
cet-14434	15	52	crops	crop	NOUN
cet-14434	15	53	of	of	ADP
cet-14434	15	54	northern	northern	ADJ
cet-14434	15	55	kazakhstan	kazakhstan	PROPN
cet-14434	15	56	,	,	PUNCT
cet-14434	15	57	which	which	PRON
cet-14434	15	58	are	be	AUX
cet-14434	15	59	of	of	ADP
cet-14434	15	60	high	high	ADJ
cet-14434	15	61	food	food	NOUN
cet-14434	15	62	importance	importance	NOUN
cet-14434	15	63	in	in	ADP
cet-14434	15	64	the	the	DET
cet-14434	15	65	country	country	NOUN
cet-14434	15	66	.	.	PUNCT
cet-14434	16	1	given	give	VERB
cet-14434	16	2	the	the	DET
cet-14434	16	3	spatial	spatial	ADJ
cet-14434	16	4	extent	extent	NOUN
cet-14434	16	5	of	of	ADP
cet-14434	16	6	kazakhstan	kazakhstan	PROPN
cet-14434	16	7	's	's	PART
cet-14434	16	8	agricultural	agricultural	ADJ
cet-14434	16	9	resources	resource	NOUN
cet-14434	16	10	,	,	PUNCT
cet-14434	16	11	remote	remote	ADJ
cet-14434	16	12	monitoring	monitoring	NOUN
cet-14434	16	13	will	will	AUX
cet-14434	16	14	solve	solve	VERB
cet-14434	16	15	the	the	DET
cet-14434	16	16	problems	problem	NOUN
cet-14434	16	17	of	of	ADP
cet-14434	16	18	prompt	prompt	ADJ
cet-14434	16	19	provision	provision	NOUN
cet-14434	16	20	of	of	ADP
cet-14434	16	21	data	datum	NOUN
cet-14434	16	22	,	,	PUNCT
cet-14434	16	23	monitoring	monitoring	NOUN
cet-14434	16	24	and	and	CCONJ
cet-14434	16	25	effective	effective	ADJ
cet-14434	16	26	management	management	NOUN
cet-14434	16	27	of	of	ADP
cet-14434	16	28	agricultural	agricultural	ADJ
cet-14434	16	29	production	production	NOUN
cet-14434	16	30	resources	resource	NOUN
cet-14434	16	31	.	.	PUNCT
cet-14434	17	1	the	the	DET
cet-14434	17	2	researchers	researcher	NOUN
cet-14434	17	3	set	set	VERB
cet-14434	17	4	a	a	DET
cet-14434	17	5	goal	goal	NOUN
cet-14434	17	6	to	to	PART
cet-14434	17	7	study	study	VERB
cet-14434	17	8	methods	method	NOUN
cet-14434	17	9	for	for	ADP
cet-14434	17	10	analyzing	analyze	VERB
cet-14434	17	11	the	the	DET
cet-14434	17	12	spectral	spectral	ADJ
cet-14434	17	13	response	response	NOUN
cet-14434	17	14	of	of	ADP
cet-14434	17	15	plants	plant	NOUN
cet-14434	17	16	according	accord	VERB
cet-14434	17	17	to	to	ADP
cet-14434	17	18	remote	remote	ADJ
cet-14434	17	19	sensing	sense	VERB
cet-14434	17	20	data	datum	NOUN
cet-14434	17	21	and	and	CCONJ
cet-14434	17	22	diagnosing	diagnose	VERB
cet-14434	17	23	the	the	DET
cet-14434	17	24	content	content	NOUN
cet-14434	17	25	of	of	ADP
cet-14434	17	26	basic	basic	ADJ
cet-14434	17	27	nutrients	nutrient	NOUN
cet-14434	17	28	in	in	ADP
cet-14434	17	29	the	the	DET
cet-14434	17	30	soil	soil	NOUN
cet-14434	17	31	in	in	ADP
cet-14434	17	32	the	the	DET
cet-14434	17	33	regional	regional	ADJ
cet-14434	17	34	agricultural	agricultural	ADJ
cet-14434	17	35	production	production	NOUN
cet-14434	17	36	system	system	NOUN
cet-14434	17	37	using	use	VERB
cet-14434	17	38	ground	ground	NOUN
cet-14434	17	39	monitoring	monitoring	NOUN
cet-14434	17	40	tools	tool	NOUN
cet-14434	17	41	,	,	PUNCT
cet-14434	17	42	remote	remote	ADJ
cet-14434	17	43	sensing	sense	VERB
cet-14434	17	44	data	datum	NOUN
cet-14434	17	45	and	and	CCONJ
cet-14434	17	46	geoinformation	geoinformation	NOUN
cet-14434	17	47	design	design	NOUN
cet-14434	17	48	.	.	PUNCT
cet-14434	18	1	to	to	PART
cet-14434	18	2	achieve	achieve	VERB
cet-14434	18	3	this	this	DET
cet-14434	18	4	goal	goal	NOUN
cet-14434	18	5	,	,	PUNCT
cet-14434	18	6	a	a	DET
cet-14434	18	7	geoinformation	geoinformation	NOUN
cet-14434	18	8	base	base	NOUN
cet-14434	18	9	of	of	ADP
cet-14434	18	10	the	the	DET
cet-14434	18	11	research	research	NOUN
cet-14434	18	12	area	area	NOUN
cet-14434	18	13	was	be	AUX
cet-14434	18	14	created	create	VERB
cet-14434	18	15	,	,	PUNCT
cet-14434	18	16	the	the	DET
cet-14434	18	17	selection	selection	NOUN
cet-14434	18	18	of	of	ADP
cet-14434	18	19	methods	method	NOUN
cet-14434	18	20	for	for	ADP
cet-14434	18	21	assessing	assess	VERB
cet-14434	18	22	the	the	DET
cet-14434	18	23	seasonal	seasonal	ADJ
cet-14434	18	24	variability	variability	NOUN
cet-14434	18	25	of	of	ADP
cet-14434	18	26	the	the	DET
cet-14434	18	27	state	state	NOUN
cet-14434	18	28	of	of	ADP
cet-14434	18	29	agricultural	agricultural	ADJ
cet-14434	18	30	plants	plant	NOUN
cet-14434	18	31	,	,	PUNCT
cet-14434	18	32	taking	take	VERB
cet-14434	18	33	into	into	ADP
cet-14434	18	34	account	account	NOUN
cet-14434	18	35	regional	regional	ADJ
cet-14434	18	36	characteristics	characteristic	NOUN
cet-14434	18	37	according	accord	VERB
cet-14434	18	38	to	to	ADP
cet-14434	18	39	remote	remote	VERB
cet-14434	18	40	61	61	NUM
cet-14434	18	41	bnplc	bnplc	NOUN
cet-14434	18	42	“	"	PUNCT
cet-14434	18	43	kokshetau	kokshetau	PROPN
cet-14434	18	44	university	university	NOUN
cet-14434	18	45	named	name	VERB
cet-14434	18	46	after	after	ADP
cet-14434	18	47	sh	sh	PROPN
cet-14434	18	48	.	.	PUNCT
cet-14434	18	49	ualikhanov	ualikhanov	PROPN
cet-14434	18	50	“	"	PUNCT
cet-14434	18	51	,	,	PUNCT
cet-14434	18	52	abay	abay	PROPN
cet-14434	18	53	str	str	PROPN
cet-14434	18	54	.	.	PROPN
cet-14434	18	55	,	,	PUNCT
cet-14434	18	56	76	76	NUM
cet-14434	18	57	,	,	PUNCT
cet-14434	18	58	020000	020000	NUM
cet-14434	18	59	,	,	PUNCT
cet-14434	18	60	kokchetau	kokchetau	PROPN
cet-14434	18	61	,	,	PUNCT
cet-14434	18	62	kazakhstan	kazakhstan	PROPN
cet-14434	18	63	sensing	sense	VERB
cet-14434	18	64	data	data	PROPN
cet-14434	18	65	,	,	PUNCT
cet-14434	18	66	a	a	DET
cet-14434	18	67	ground	ground	NOUN
cet-14434	18	68	assessment	assessment	NOUN
cet-14434	18	69	of	of	ADP
cet-14434	18	70	the	the	DET
cet-14434	18	71	provision	provision	NOUN
cet-14434	18	72	of	of	ADP
cet-14434	18	73	basic	basic	ADJ
cet-14434	18	74	nutrients	nutrient	NOUN
cet-14434	18	75	by	by	ADP
cet-14434	18	76	agrochemical	agrochemical	ADJ
cet-14434	18	77	soil	soil	NOUN
cet-14434	18	78	analysis	analysis	NOUN
cet-14434	18	79	,	,	PUNCT
cet-14434	18	80	an	an	DET
cet-14434	18	81	analysis	analysis	NOUN
cet-14434	18	82	of	of	ADP
cet-14434	18	83	the	the	DET
cet-14434	18	84	validation	validation	NOUN
cet-14434	18	85	of	of	ADP
cet-14434	18	86	remote	remote	ADJ
cet-14434	18	87	and	and	CCONJ
cet-14434	18	88	ground	ground	NOUN
cet-14434	18	89	monitoring	monitor	VERB
cet-14434	18	90	data	datum	NOUN
cet-14434	18	91	of	of	ADP
cet-14434	18	92	the	the	DET
cet-14434	18	93	main	main	ADJ
cet-14434	18	94	indicators	indicator	NOUN
cet-14434	18	95	of	of	ADP
cet-14434	18	96	agricultural	agricultural	ADJ
cet-14434	18	97	production	production	NOUN
cet-14434	18	98	in	in	ADP
cet-14434	18	99	the	the	DET
cet-14434	18	100	area	area	NOUN
cet-14434	18	101	of	of	ADP
cet-14434	18	102	interest	interest	NOUN
cet-14434	18	103	.	.	PUNCT
cet-14434	19	1	2	2	X
cet-14434	19	2	.	.	X
cet-14434	19	3	materials	material	NOUN
cet-14434	19	4	and	and	CCONJ
cet-14434	19	5	methods	method	NOUN
cet-14434	19	6	scientific	scientific	ADJ
cet-14434	19	7	research	research	NOUN
cet-14434	19	8	was	be	AUX
cet-14434	19	9	carried	carry	VERB
cet-14434	19	10	out	out	ADP
cet-14434	19	11	on	on	ADP
cet-14434	19	12	sowing	sowing	NOUN
cet-14434	19	13	of	of	ADP
cet-14434	19	14	grain	grain	NOUN
cet-14434	19	15	crops	crop	NOUN
cet-14434	19	16	of	of	ADP
cet-14434	19	17	the	the	DET
cet-14434	19	18	“	"	PUNCT
cet-14434	19	19	lobanovo	lobanovo	PROPN
cet-14434	19	20	”	"	PUNCT
cet-14434	19	21	llp	llp	PROPN
cet-14434	19	22	farm	farm	NOUN
cet-14434	19	23	in	in	ADP
cet-14434	19	24	northern	northern	ADJ
cet-14434	19	25	kazakhstan	kazakhstan	PROPN
cet-14434	19	26	,	,	PUNCT
cet-14434	19	27	on	on	ADP
cet-14434	19	28	southern	southern	ADJ
cet-14434	19	29	medium	medium	ADJ
cet-14434	19	30	-	-	PUNCT
cet-14434	19	31	grained	grain	VERB
cet-14434	19	32	chernozems	chernozem	NOUN
cet-14434	19	33	.	.	PUNCT
cet-14434	20	1	the	the	DET
cet-14434	20	2	description	description	NOUN
cet-14434	20	3	of	of	ADP
cet-14434	20	4	the	the	DET
cet-14434	20	5	physical	physical	ADJ
cet-14434	20	6	-	-	PUNCT
cet-14434	20	7	geographical	geographical	ADJ
cet-14434	20	8	,	,	PUNCT
cet-14434	20	9	soilclimatic	soilclimatic	ADJ
cet-14434	20	10	characteristics	characteristic	NOUN
cet-14434	20	11	of	of	ADP
cet-14434	20	12	the	the	DET
cet-14434	20	13	zone	zone	NOUN
cet-14434	20	14	of	of	ADP
cet-14434	20	15	interest	interest	NOUN
cet-14434	20	16	,	,	PUNCT
cet-14434	20	17	the	the	DET
cet-14434	20	18	analysis	analysis	NOUN
cet-14434	20	19	of	of	ADP
cet-14434	20	20	agricultural	agricultural	ADJ
cet-14434	20	21	territories	territory	NOUN
cet-14434	20	22	at	at	ADP
cet-14434	20	23	the	the	DET
cet-14434	20	24	level	level	NOUN
cet-14434	20	25	of	of	ADP
cet-14434	20	26	the	the	DET
cet-14434	20	27	region	region	NOUN
cet-14434	20	28	,	,	PUNCT
cet-14434	20	29	district	district	NOUN
cet-14434	20	30	and	and	CCONJ
cet-14434	20	31	economy	economy	NOUN
cet-14434	20	32	,	,	PUNCT
cet-14434	20	33	the	the	DET
cet-14434	20	34	assessment	assessment	NOUN
cet-14434	20	35	of	of	ADP
cet-14434	20	36	the	the	DET
cet-14434	20	37	dynamics	dynamic	NOUN
cet-14434	20	38	of	of	ADP
cet-14434	20	39	land	land	NOUN
cet-14434	20	40	use	use	NOUN
cet-14434	20	41	and	and	CCONJ
cet-14434	20	42	condition	condition	NOUN
cet-14434	20	43	based	base	VERB
cet-14434	20	44	on	on	ADP
cet-14434	20	45	a	a	DET
cet-14434	20	46	comparative	comparative	ADJ
cet-14434	20	47	analysis	analysis	NOUN
cet-14434	20	48	of	of	ADP
cet-14434	20	49	multi	multi	ADJ
cet-14434	20	50	-	-	ADJ
cet-14434	20	51	time	time	ADJ
cet-14434	20	52	cartographic	cartographic	ADJ
cet-14434	20	53	materials	material	NOUN
cet-14434	20	54	,	,	PUNCT
cet-14434	20	55	remote	remote	ADJ
cet-14434	20	56	sensing	sense	VERB
cet-14434	20	57	data	datum	NOUN
cet-14434	20	58	and	and	CCONJ
cet-14434	20	59	ground	ground	NOUN
cet-14434	20	60	surveys	survey	NOUN
cet-14434	20	61	.	.	PUNCT
cet-14434	21	1	ground	ground	NOUN
cet-14434	21	2	survey	survey	NOUN
cet-14434	21	3	of	of	ADP
cet-14434	21	4	the	the	DET
cet-14434	21	5	area	area	NOUN
cet-14434	21	6	of	of	ADP
cet-14434	21	7	interest	interest	NOUN
cet-14434	21	8	:	:	PUNCT
cet-14434	21	9	agrochemical	agrochemical	ADJ
cet-14434	21	10	analysis	analysis	NOUN
cet-14434	21	11	of	of	ADP
cet-14434	21	12	soil	soil	NOUN
cet-14434	21	13	samples	sample	NOUN
cet-14434	21	14	for	for	ADP
cet-14434	21	15	the	the	DET
cet-14434	21	16	content	content	NOUN
cet-14434	21	17	of	of	ADP
cet-14434	21	18	n	n	X
cet-14434	21	19	-	-	PUNCT
cet-14434	21	20	no3	no3	NOUN
cet-14434	21	21	by	by	ADP
cet-14434	21	22	the	the	DET
cet-14434	21	23	tyurin	tyurin	NOUN
cet-14434	21	24	and	and	CCONJ
cet-14434	21	25	kononova	kononova	PROPN
cet-14434	21	26	method	method	NOUN
cet-14434	21	27	,	,	PUNCT
cet-14434	21	28	p2o5	p2o5	PROPN
cet-14434	21	29	,	,	PUNCT
cet-14434	21	30	k2o	k2o	NOUN
cet-14434	21	31	by	by	ADP
cet-14434	21	32	the	the	DET
cet-14434	21	33	machigin	machigin	NOUN
cet-14434	21	34	method	method	NOUN
cet-14434	21	35	for	for	ADP
cet-14434	21	36	carbonate	carbonate	NOUN
cet-14434	21	37	soils	soil	NOUN
cet-14434	21	38	.	.	PUNCT
cet-14434	22	1	development	development	NOUN
cet-14434	22	2	of	of	ADP
cet-14434	22	3	a	a	DET
cet-14434	22	4	spatial	spatial	ADJ
cet-14434	22	5	database	database	NOUN
cet-14434	22	6	:	:	PUNCT
cet-14434	22	7	collection	collection	NOUN
cet-14434	22	8	of	of	ADP
cet-14434	22	9	stock	stock	NOUN
cet-14434	22	10	cartographic	cartographic	ADJ
cet-14434	22	11	material	material	NOUN
cet-14434	22	12	,	,	PUNCT
cet-14434	22	13	development	development	NOUN
cet-14434	22	14	of	of	ADP
cet-14434	22	15	a	a	DET
cet-14434	22	16	topographic	topographic	ADJ
cet-14434	22	17	basis	basis	NOUN
cet-14434	22	18	,	,	PUNCT
cet-14434	22	19	digitization	digitization	NOUN
cet-14434	22	20	of	of	ADP
cet-14434	22	21	monitoring	monitor	VERB
cet-14434	22	22	objects	object	NOUN
cet-14434	22	23	,	,	PUNCT
cet-14434	22	24	creation	creation	NOUN
cet-14434	22	25	of	of	ADP
cet-14434	22	26	a	a	DET
cet-14434	22	27	geodata	geodata	NOUN
cet-14434	22	28	database	database	NOUN
cet-14434	22	29	.	.	PUNCT
cet-14434	23	1	remote	remote	ADJ
cet-14434	23	2	sensing	sense	VERB
cet-14434	23	3	data	datum	NOUN
cet-14434	23	4	analysis	analysis	NOUN
cet-14434	23	5	:	:	PUNCT
cet-14434	23	6	thematic	thematic	ADJ
cet-14434	23	7	processing	processing	NOUN
cet-14434	23	8	of	of	ADP
cet-14434	23	9	medium	medium	ADJ
cet-14434	23	10	-	-	PUNCT
cet-14434	23	11	resolution	resolution	NOUN
cet-14434	23	12	satellite	satellite	NOUN
cet-14434	23	13	image	image	NOUN
cet-14434	23	14	data	datum	NOUN
cet-14434	23	15	(	(	PUNCT
cet-14434	23	16	10	10	NUM
cet-14434	23	17	m	m	NOUN
cet-14434	23	18	)	)	PUNCT
cet-14434	23	19	,	,	PUNCT
cet-14434	23	20	calculation	calculation	NOUN
cet-14434	23	21	of	of	ADP
cet-14434	23	22	vegetation	vegetation	NOUN
cet-14434	23	23	indices	index	NOUN
cet-14434	23	24	and	and	CCONJ
cet-14434	23	25	extraction	extraction	NOUN
cet-14434	23	26	of	of	ADP
cet-14434	23	27	biophysical	biophysical	ADJ
cet-14434	23	28	vegetation	vegetation	NOUN
cet-14434	23	29	parameters	parameter	NOUN
cet-14434	23	30	(	(	PUNCT
cet-14434	23	31	lai	lai	PROPN
cet-14434	23	32	,	,	PUNCT
cet-14434	23	33	fcover	fcover	NOUN
cet-14434	23	34	,	,	PUNCT
cet-14434	23	35	fapar	fapar	NOUN
cet-14434	23	36	)	)	PUNCT
cet-14434	23	37	,	,	PUNCT
cet-14434	23	38	interpretation	interpretation	NOUN
cet-14434	23	39	of	of	ADP
cet-14434	23	40	the	the	DET
cet-14434	23	41	analysis	analysis	NOUN
cet-14434	23	42	results	result	NOUN
cet-14434	23	43	.	.	PUNCT
cet-14434	24	1	mathematical	mathematical	ADJ
cet-14434	24	2	data	datum	NOUN
cet-14434	24	3	processing	processing	NOUN
cet-14434	24	4	:	:	PUNCT
cet-14434	24	5	spatial	spatial	ADJ
cet-14434	24	6	analysis	analysis	NOUN
cet-14434	24	7	and	and	CCONJ
cet-14434	24	8	validation	validation	NOUN
cet-14434	24	9	of	of	ADP
cet-14434	24	10	agrochemical	agrochemical	ADJ
cet-14434	24	11	soil	soil	NOUN
cet-14434	24	12	analysis	analysis	NOUN
cet-14434	24	13	data	datum	NOUN
cet-14434	24	14	with	with	ADP
cet-14434	24	15	remote	remote	ADJ
cet-14434	24	16	sensing	sense	VERB
cet-14434	24	17	data	datum	NOUN
cet-14434	24	18	analysis	analysis	NOUN
cet-14434	24	19	,	,	PUNCT
cet-14434	24	20	regression	regression	VERB
cet-14434	24	21	analysis	analysis	NOUN
cet-14434	24	22	of	of	ADP
cet-14434	24	23	the	the	DET
cet-14434	24	24	data	datum	NOUN
cet-14434	24	25	obtained	obtain	VERB
cet-14434	24	26	.	.	PUNCT
cet-14434	25	1	3	3	X
cet-14434	25	2	.	.	NOUN
cet-14434	25	3	results	result	NOUN
cet-14434	25	4	and	and	CCONJ
cet-14434	25	5	discussion	discussion	VERB
cet-14434	25	6	the	the	DET
cet-14434	25	7	selection	selection	NOUN
cet-14434	25	8	of	of	ADP
cet-14434	25	9	soil	soil	NOUN
cet-14434	25	10	samples	sample	NOUN
cet-14434	25	11	for	for	ADP
cet-14434	25	12	agrochemical	agrochemical	ADJ
cet-14434	25	13	analysis	analysis	NOUN
cet-14434	25	14	was	be	AUX
cet-14434	25	15	carried	carry	VERB
cet-14434	25	16	out	out	ADP
cet-14434	25	17	for	for	ADP
cet-14434	25	18	each	each	DET
cet-14434	25	19	spectral	spectral	ADJ
cet-14434	25	20	classification	classification	NOUN
cet-14434	25	21	unit	unit	NOUN
cet-14434	25	22	,	,	PUNCT
cet-14434	25	23	depending	depend	VERB
cet-14434	25	24	on	on	ADP
cet-14434	25	25	the	the	DET
cet-14434	25	26	results	result	NOUN
cet-14434	25	27	of	of	ADP
cet-14434	25	28	remote	remote	ADJ
cet-14434	25	29	classification	classification	NOUN
cet-14434	25	30	of	of	ADP
cet-14434	25	31	vegetation	vegetation	NOUN
cet-14434	25	32	cover	cover	NOUN
cet-14434	25	33	,	,	PUNCT
cet-14434	25	34	with	with	ADP
cet-14434	25	35	coordination	coordination	NOUN
cet-14434	25	36	of	of	ADP
cet-14434	25	37	selection	selection	NOUN
cet-14434	25	38	sites	site	NOUN
cet-14434	25	39	and	and	CCONJ
cet-14434	25	40	determination	determination	NOUN
cet-14434	25	41	of	of	ADP
cet-14434	25	42	the	the	DET
cet-14434	25	43	main	main	ADJ
cet-14434	25	44	indicators	indicator	NOUN
cet-14434	25	45	of	of	ADP
cet-14434	25	46	soil	soil	NOUN
cet-14434	25	47	fertility	fertility	NOUN
cet-14434	25	48	(	(	PUNCT
cet-14434	25	49	nitrogen	nitrogen	NOUN
cet-14434	25	50	,	,	PUNCT
cet-14434	25	51	phosphorus	phosphorus	NOUN
cet-14434	25	52	,	,	PUNCT
cet-14434	25	53	potassium	potassium	NOUN
cet-14434	25	54	,	,	PUNCT
cet-14434	25	55	humus	humus	NOUN
cet-14434	25	56	,	,	PUNCT
cet-14434	25	57	ph	ph	VERB
cet-14434	25	58	,	,	PUNCT
cet-14434	25	59	absorbed	absorb	VERB
cet-14434	25	60	bases	basis	NOUN
cet-14434	25	61	,	,	PUNCT
cet-14434	25	62	etc	etc	X
cet-14434	25	63	.	.	X
cet-14434	25	64	)	)	PUNCT
cet-14434	25	65	.	.	PUNCT
cet-14434	26	1	to	to	PART
cet-14434	26	2	create	create	VERB
cet-14434	26	3	cartograms	cartogram	NOUN
cet-14434	26	4	of	of	ADP
cet-14434	26	5	the	the	DET
cet-14434	26	6	availability	availability	NOUN
cet-14434	26	7	of	of	ADP
cet-14434	26	8	basic	basic	ADJ
cet-14434	26	9	plant	plant	NOUN
cet-14434	26	10	nutrition	nutrition	NOUN
cet-14434	26	11	elements	element	NOUN
cet-14434	26	12	according	accord	VERB
cet-14434	26	13	to	to	ADP
cet-14434	26	14	agrochemical	agrochemical	ADJ
cet-14434	26	15	soil	soil	NOUN
cet-14434	26	16	analysis	analysis	NOUN
cet-14434	26	17	(	(	PUNCT
cet-14434	26	18	figure	figure	NOUN
cet-14434	26	19	1	1	NUM
cet-14434	26	20	)	)	PUNCT
cet-14434	26	21	,	,	PUNCT
cet-14434	26	22	the	the	DET
cet-14434	26	23	geoinformation	geoinformation	NOUN
cet-14434	26	24	software	software	NOUN
cet-14434	26	25	arcgis	arcgis	PROPN
cet-14434	26	26	desktop	desktop	NOUN
cet-14434	26	27	was	be	AUX
cet-14434	26	28	used	use	VERB
cet-14434	26	29	.	.	PUNCT
cet-14434	27	1	figure	figure	VERB
cet-14434	27	2	1	1	NUM
cet-14434	27	3	:	:	PUNCT
cet-14434	27	4	scheme	scheme	NOUN
cet-14434	27	5	of	of	ADP
cet-14434	27	6	agrochemical	agrochemical	ADJ
cet-14434	27	7	soil	soil	NOUN
cet-14434	27	8	survey	survey	NOUN
cet-14434	27	9	in	in	ADP
cet-14434	27	10	lobanovo	lobanovo	PROPN
cet-14434	27	11	village	village	NOUN
cet-14434	27	12	the	the	DET
cet-14434	27	13	results	result	NOUN
cet-14434	27	14	of	of	ADP
cet-14434	27	15	agrochemical	agrochemical	ADJ
cet-14434	27	16	soil	soil	NOUN
cet-14434	27	17	analysis	analysis	NOUN
cet-14434	27	18	were	be	AUX
cet-14434	27	19	transformed	transform	VERB
cet-14434	27	20	into	into	ADP
cet-14434	27	21	cartograms	cartogram	NOUN
cet-14434	27	22	,	,	PUNCT
cet-14434	27	23	which	which	PRON
cet-14434	27	24	were	be	AUX
cet-14434	27	25	created	create	VERB
cet-14434	27	26	using	use	VERB
cet-14434	27	27	the	the	DET
cet-14434	27	28	idw	idw	PROPN
cet-14434	27	29	(	(	PUNCT
cet-14434	27	30	inverse	inverse	NOUN
cet-14434	27	31	distance	distance	NOUN
cet-14434	27	32	weighing	weighing	NOUN
cet-14434	27	33	)	)	PUNCT
cet-14434	27	34	method	method	NOUN
cet-14434	27	35	.	.	PUNCT
cet-14434	28	1	this	this	DET
cet-14434	28	2	method	method	NOUN
cet-14434	28	3	interpolates	interpolate	VERB
cet-14434	28	4	the	the	DET
cet-14434	28	5	surface	surface	NOUN
cet-14434	28	6	with	with	ADP
cet-14434	28	7	sufficient	sufficient	ADJ
cet-14434	28	8	accuracy	accuracy	NOUN
cet-14434	28	9	if	if	SCONJ
cet-14434	28	10	the	the	DET
cet-14434	28	11	sampling	sampling	NOUN
cet-14434	28	12	points	point	NOUN
cet-14434	28	13	are	be	AUX
cet-14434	28	14	distributed	distribute	VERB
cet-14434	28	15	relatively	relatively	ADV
cet-14434	28	16	normally	normally	ADV
cet-14434	28	17	and	and	CCONJ
cet-14434	28	18	the	the	DET
cet-14434	28	19	surface	surface	NOUN
cet-14434	28	20	is	be	AUX
cet-14434	28	21	homogeneous	homogeneous	ADJ
cet-14434	28	22	and	and	CCONJ
cet-14434	28	23	suitable	suitable	ADJ
cet-14434	28	24	for	for	ADP
cet-14434	28	25	predicting	predict	VERB
cet-14434	28	26	the	the	DET
cet-14434	28	27	spatial	spatial	ADJ
cet-14434	28	28	distribution	distribution	NOUN
cet-14434	28	29	of	of	ADP
cet-14434	28	30	the	the	DET
cet-14434	28	31	main	main	ADJ
cet-14434	28	32	nutrients	nutrient	NOUN
cet-14434	28	33	of	of	ADP
cet-14434	28	34	the	the	DET
cet-14434	28	35	soil	soil	NOUN
cet-14434	28	36	cover	cover	NOUN
cet-14434	28	37	(	(	PUNCT
cet-14434	28	38	myslyva	myslyva	PROPN
cet-14434	28	39	and	and	CCONJ
cet-14434	28	40	kutsaeva	kutsaeva	PROPN
cet-14434	28	41	,	,	PUNCT
cet-14434	28	42	2019	2019	NUM
cet-14434	28	43	)	)	PUNCT
cet-14434	28	44	.	.	PUNCT
cet-14434	29	1	when	when	SCONJ
cet-14434	29	2	applying	apply	VERB
cet-14434	29	3	this	this	DET
cet-14434	29	4	method	method	NOUN
cet-14434	29	5	,	,	PUNCT
cet-14434	29	6	the	the	DET
cet-14434	29	7	main	main	ADJ
cet-14434	29	8	requirements	requirement	NOUN
cet-14434	29	9	for	for	ADP
cet-14434	29	10	the	the	DET
cet-14434	29	11	correct	correct	ADJ
cet-14434	29	12	use	use	NOUN
cet-14434	29	13	of	of	ADP
cet-14434	29	14	geostatistical	geostatistical	ADJ
cet-14434	29	15	methods	method	NOUN
cet-14434	29	16	must	must	AUX
cet-14434	29	17	be	be	AUX
cet-14434	29	18	met	meet	VERB
cet-14434	29	19	–	–	PUNCT
cet-14434	29	20	the	the	DET
cet-14434	29	21	initial	initial	ADJ
cet-14434	29	22	data	datum	NOUN
cet-14434	29	23	set	set	VERB
cet-14434	29	24	must	must	AUX
cet-14434	29	25	contain	contain	VERB
cet-14434	29	26	at	at	ADV
cet-14434	29	27	least	least	ADV
cet-14434	29	28	100	100	NUM
cet-14434	29	29	observation	observation	NOUN
cet-14434	29	30	points	point	NOUN
cet-14434	29	31	(	(	PUNCT
cet-14434	29	32	oliver	oliver	PROPN
cet-14434	29	33	et	et	PROPN
cet-14434	29	34	al	al	PROPN
cet-14434	29	35	.	.	PROPN
cet-14434	29	36	,	,	PUNCT
cet-14434	29	37	2010	2010	NUM
cet-14434	29	38	;	;	PUNCT
cet-14434	29	39	lark	lark	NOUN
cet-14434	29	40	,	,	PUNCT
cet-14434	29	41	2000	2000	NUM
cet-14434	29	42	)	)	PUNCT
cet-14434	29	43	and	and	CCONJ
cet-14434	29	44	have	have	VERB
cet-14434	29	45	a	a	DET
cet-14434	29	46	normal	normal	ADJ
cet-14434	29	47	statistical	statistical	ADJ
cet-14434	29	48	distribution	distribution	NOUN
cet-14434	29	49	.	.	PUNCT
cet-14434	30	1	using	use	VERB
cet-14434	30	2	the	the	DET
cet-14434	30	3	idw	idw	PROPN
cet-14434	30	4	tool	tool	PROPN
cet-14434	30	5	in	in	ADP
cet-14434	30	6	arcgis	arcgis	PROPN
cet-14434	30	7	desktop	desktop	NOUN
cet-14434	30	8	,	,	PUNCT
cet-14434	30	9	interpolation	interpolation	NOUN
cet-14434	30	10	models	model	NOUN
cet-14434	30	11	were	be	AUX
cet-14434	30	12	built	build	VERB
cet-14434	30	13	based	base	VERB
cet-14434	30	14	on	on	ADP
cet-14434	30	15	the	the	DET
cet-14434	30	16	values	value	NOUN
cet-14434	30	17	of	of	ADP
cet-14434	30	18	the	the	DET
cet-14434	30	19	main	main	ADJ
cet-14434	30	20	elements	element	NOUN
cet-14434	30	21	of	of	ADP
cet-14434	30	22	nutrition	nutrition	NOUN
cet-14434	30	23	to	to	PART
cet-14434	30	24	estimate	estimate	VERB
cet-14434	30	25	the	the	DET
cet-14434	30	26	content	content	NOUN
cet-14434	30	27	of	of	ADP
cet-14434	30	28	phosphorus	phosphorus	NOUN
cet-14434	30	29	,	,	PUNCT
cet-14434	30	30	potassium	potassium	NOUN
cet-14434	30	31	and	and	CCONJ
cet-14434	30	32	nitrogen	nitrogen	NOUN
cet-14434	30	33	(	(	PUNCT
cet-14434	30	34	figures	figure	NOUN
cet-14434	30	35	2	2	NUM
cet-14434	30	36	-	-	SYM
cet-14434	30	37	4	4	NUM
cet-14434	30	38	)	)	PUNCT
cet-14434	30	39	.	.	PUNCT
cet-14434	31	1	62	62	NUM
cet-14434	31	2	figure	figure	NOUN
cet-14434	31	3	2	2	NUM
cet-14434	31	4	:	:	PUNCT
cet-14434	31	5	interpolation	interpolation	NOUN
cet-14434	31	6	models	model	NOUN
cet-14434	31	7	for	for	ADP
cet-14434	31	8	estimating	estimate	VERB
cet-14434	31	9	the	the	DET
cet-14434	31	10	phosphorus	phosphorus	NOUN
cet-14434	31	11	content	content	NOUN
cet-14434	31	12	in	in	ADP
cet-14434	31	13	the	the	DET
cet-14434	31	14	soil	soil	NOUN
cet-14434	31	15	in	in	ADP
cet-14434	31	16	the	the	DET
cet-14434	31	17	area	area	NOUN
cet-14434	31	18	of	of	ADP
cet-14434	31	19	interest	interest	NOUN
cet-14434	31	20	figure	figure	NOUN
cet-14434	31	21	3	3	NUM
cet-14434	31	22	:	:	PUNCT
cet-14434	31	23	interpolation	interpolation	NOUN
cet-14434	31	24	models	model	NOUN
cet-14434	31	25	for	for	ADP
cet-14434	31	26	estimating	estimate	VERB
cet-14434	31	27	the	the	DET
cet-14434	31	28	potassium	potassium	NOUN
cet-14434	31	29	content	content	NOUN
cet-14434	31	30	in	in	ADP
cet-14434	31	31	the	the	DET
cet-14434	31	32	soil	soil	NOUN
cet-14434	31	33	in	in	ADP
cet-14434	31	34	the	the	DET
cet-14434	31	35	area	area	NOUN
cet-14434	31	36	of	of	ADP
cet-14434	31	37	interest	interest	NOUN
cet-14434	31	38	figure	figure	NOUN
cet-14434	31	39	4	4	NUM
cet-14434	31	40	:	:	PUNCT
cet-14434	31	41	interpolation	interpolation	NOUN
cet-14434	31	42	models	model	NOUN
cet-14434	31	43	for	for	ADP
cet-14434	31	44	estimating	estimate	VERB
cet-14434	31	45	the	the	DET
cet-14434	31	46	nitrogen	nitrogen	NOUN
cet-14434	31	47	content	content	NOUN
cet-14434	31	48	in	in	ADP
cet-14434	31	49	the	the	DET
cet-14434	31	50	soil	soil	NOUN
cet-14434	31	51	in	in	ADP
cet-14434	31	52	the	the	DET
cet-14434	31	53	area	area	NOUN
cet-14434	31	54	of	of	ADP
cet-14434	31	55	interest	interest	NOUN
cet-14434	31	56	to	to	PART
cet-14434	31	57	assess	assess	VERB
cet-14434	31	58	the	the	DET
cet-14434	31	59	correlation	correlation	NOUN
cet-14434	31	60	of	of	ADP
cet-14434	31	61	the	the	DET
cet-14434	31	62	state	state	NOUN
cet-14434	31	63	of	of	ADP
cet-14434	31	64	crops	crop	NOUN
cet-14434	31	65	according	accord	VERB
cet-14434	31	66	to	to	ADP
cet-14434	31	67	remote	remote	ADJ
cet-14434	31	68	sensing	sense	VERB
cet-14434	31	69	data	datum	NOUN
cet-14434	31	70	with	with	ADP
cet-14434	31	71	ground	ground	NOUN
cet-14434	31	72	-	-	PUNCT
cet-14434	31	73	based	base	VERB
cet-14434	31	74	agrochemical	agrochemical	ADJ
cet-14434	31	75	analysis	analysis	NOUN
cet-14434	31	76	data	datum	NOUN
cet-14434	31	77	,	,	PUNCT
cet-14434	31	78	biophysical	biophysical	ADJ
cet-14434	31	79	parameters	parameter	NOUN
cet-14434	31	80	was	be	AUX
cet-14434	31	81	used	use	VERB
cet-14434	31	82	.	.	PUNCT
cet-14434	32	1	biophysical	biophysical	ADJ
cet-14434	32	2	parameters	parameter	NOUN
cet-14434	32	3	were	be	AUX
cet-14434	32	4	presented	present	VERB
cet-14434	32	5	in	in	ADP
cet-14434	32	6	this	this	DET
cet-14434	32	7	analysis	analysis	NOUN
cet-14434	32	8	by	by	ADP
cet-14434	32	9	lai	lai	PROPN
cet-14434	32	10	(	(	PUNCT
cet-14434	32	11	the	the	DET
cet-14434	32	12	leaf	leaf	NOUN
cet-14434	32	13	area	area	NOUN
cet-14434	32	14	index	index	NOUN
cet-14434	32	15	)	)	PUNCT
cet-14434	32	16	,	,	PUNCT
cet-14434	32	17	fcover	fcover	NOUN
cet-14434	32	18	(	(	PUNCT
cet-14434	32	19	the	the	DET
cet-14434	32	20	fraction	fraction	NOUN
cet-14434	32	21	of	of	ADP
cet-14434	32	22	vegetation	vegetation	NOUN
cet-14434	32	23	cover	cover	NOUN
cet-14434	32	24	)	)	PUNCT
cet-14434	32	25	,	,	PUNCT
cet-14434	32	26	fapar	fapar	NOUN
cet-14434	32	27	(	(	PUNCT
cet-14434	32	28	the	the	DET
cet-14434	32	29	fraction	fraction	NOUN
cet-14434	32	30	of	of	ADP
cet-14434	32	31	absorbed	absorb	VERB
cet-14434	32	32	photosynthetically	photosynthetically	ADV
cet-14434	32	33	active	active	ADJ
cet-14434	32	34	radiation	radiation	NOUN
cet-14434	32	35	)	)	PUNCT
cet-14434	32	36	.	.	PUNCT
cet-14434	33	1	the	the	DET
cet-14434	33	2	fcover	fcover	NOUN
cet-14434	33	3	coefficient	coefficient	NOUN
cet-14434	33	4	ranges	range	VERB
cet-14434	33	5	from	from	ADP
cet-14434	33	6	0	0	NUM
cet-14434	33	7	to	to	ADP
cet-14434	33	8	1	1	NUM
cet-14434	33	9	and	and	CCONJ
cet-14434	33	10	refers	refer	VERB
cet-14434	33	11	to	to	ADP
cet-14434	33	12	the	the	DET
cet-14434	33	13	part	part	NOUN
cet-14434	33	14	of	of	ADP
cet-14434	33	15	the	the	DET
cet-14434	33	16	earth	earth	NOUN
cet-14434	33	17	's	's	PART
cet-14434	33	18	surface	surface	NOUN
cet-14434	33	19	that	that	PRON
cet-14434	33	20	is	be	AUX
cet-14434	33	21	covered	cover	VERB
cet-14434	33	22	by	by	ADP
cet-14434	33	23	a	a	DET
cet-14434	33	24	vertical	vertical	ADJ
cet-14434	33	25	projection	projection	NOUN
cet-14434	33	26	of	of	ADP
cet-14434	33	27	vegetation	vegetation	NOUN
cet-14434	33	28	cover	cover	NOUN
cet-14434	33	29	.	.	PUNCT
cet-14434	34	1	fcover	fcover	NOUN
cet-14434	34	2	is	be	AUX
cet-14434	34	3	an	an	DET
cet-14434	34	4	indicator	indicator	NOUN
cet-14434	34	5	of	of	ADP
cet-14434	34	6	plant	plant	NOUN
cet-14434	34	7	growth	growth	NOUN
cet-14434	34	8	in	in	ADP
cet-14434	34	9	the	the	DET
cet-14434	34	10	early	early	ADJ
cet-14434	34	11	periods	period	NOUN
cet-14434	34	12	before	before	SCONJ
cet-14434	34	13	the	the	DET
cet-14434	34	14	soil	soil	NOUN
cet-14434	34	15	is	be	AUX
cet-14434	34	16	completely	completely	ADV
cet-14434	34	17	covered	cover	VERB
cet-14434	34	18	by	by	ADP
cet-14434	34	19	the	the	DET
cet-14434	34	20	canopy	canopy	NOUN
cet-14434	34	21	.	.	PUNCT
cet-14434	35	1	this	this	PRON
cet-14434	35	2	is	be	AUX
cet-14434	35	3	an	an	DET
cet-14434	35	4	important	important	ADJ
cet-14434	35	5	indicator	indicator	NOUN
cet-14434	35	6	of	of	ADP
cet-14434	35	7	crop	crop	NOUN
cet-14434	35	8	formation	formation	NOUN
cet-14434	35	9	and	and	CCONJ
cet-14434	35	10	early	early	ADJ
cet-14434	35	11	germination	germination	NOUN
cet-14434	35	12	(	(	PUNCT
cet-14434	35	13	pask	pask	PROPN
cet-14434	35	14	et	et	PROPN
cet-14434	35	15	al	al	PROPN
cet-14434	35	16	.	.	PROPN
cet-14434	35	17	,	,	PUNCT
cet-14434	35	18	2012	2012	NUM
cet-14434	35	19	)	)	PUNCT
cet-14434	35	20	.	.	PUNCT
cet-14434	36	1	lai	lai	PROPN
cet-14434	36	2	is	be	AUX
cet-14434	36	3	the	the	DET
cet-14434	36	4	ratio	ratio	NOUN
cet-14434	36	5	of	of	ADP
cet-14434	36	6	the	the	DET
cet-14434	36	7	area	area	NOUN
cet-14434	36	8	of	of	ADP
cet-14434	36	9	green	green	ADJ
cet-14434	36	10	leaves	leave	NOUN
cet-14434	36	11	to	to	ADP
cet-14434	36	12	the	the	DET
cet-14434	36	13	area	area	NOUN
cet-14434	36	14	of	of	ADP
cet-14434	36	15	the	the	DET
cet-14434	36	16	measured	measure	VERB
cet-14434	36	17	plot	plot	NOUN
cet-14434	36	18	of	of	ADP
cet-14434	36	19	land	land	NOUN
cet-14434	36	20	(	(	PUNCT
cet-14434	36	21	bell	bell	NOUN
cet-14434	36	22	and	and	CCONJ
cet-14434	36	23	fischer	fischer	PROPN
cet-14434	36	24	,	,	PUNCT
cet-14434	36	25	1994	1994	NUM
cet-14434	36	26	)	)	PUNCT
cet-14434	36	27	.	.	PUNCT
cet-14434	37	1	lai	lai	PROPN
cet-14434	37	2	is	be	AUX
cet-14434	37	3	one	one	NUM
cet-14434	37	4	of	of	ADP
cet-14434	37	5	the	the	DET
cet-14434	37	6	indicators	indicator	NOUN
cet-14434	37	7	of	of	ADP
cet-14434	37	8	crop	crop	NOUN
cet-14434	37	9	growth	growth	NOUN
cet-14434	37	10	.	.	PUNCT
cet-14434	38	1	but	but	CCONJ
cet-14434	38	2	it	it	PRON
cet-14434	38	3	should	should	AUX
cet-14434	38	4	be	be	AUX
cet-14434	38	5	noted	note	VERB
cet-14434	38	6	that	that	SCONJ
cet-14434	38	7	,	,	PUNCT
cet-14434	38	8	unlike	unlike	ADP
cet-14434	38	9	another	another	DET
cet-14434	38	10	biophysical	biophysical	ADJ
cet-14434	38	11	parameter	parameter	NOUN
cet-14434	38	12	fcover	fcover	NOUN
cet-14434	38	13	,	,	PUNCT
cet-14434	38	14	lai	lai	PROPN
cet-14434	38	15	continues	continue	VERB
cet-14434	38	16	to	to	PART
cet-14434	38	17	increase	increase	VERB
cet-14434	38	18	after	after	SCONJ
cet-14434	38	19	the	the	DET
cet-14434	38	20	land	land	NOUN
cet-14434	38	21	/	/	SYM
cet-14434	38	22	soil	soil	NOUN
cet-14434	38	23	is	be	AUX
cet-14434	38	24	completely	completely	ADV
cet-14434	38	25	covered	cover	VERB
cet-14434	38	26	and	and	CCONJ
cet-14434	38	27	reaches	reach	VERB
cet-14434	38	28	maximum	maximum	ADJ
cet-14434	38	29	values	value	NOUN
cet-14434	38	30	for	for	ADP
cet-14434	38	31	winter	winter	NOUN
cet-14434	38	32	wheat	wheat	NOUN
cet-14434	38	33	during	during	ADP
cet-14434	38	34	ear	ear	NOUN
cet-14434	38	35	formation	formation	NOUN
cet-14434	38	36	63	63	NUM
cet-14434	38	37	(	(	PUNCT
cet-14434	38	38	ahdb	ahdb	PROPN
cet-14434	38	39	,	,	PUNCT
cet-14434	38	40	2018	2018	NUM
cet-14434	38	41	)	)	PUNCT
cet-14434	38	42	.	.	PUNCT
cet-14434	39	1	fapar	fapar	PROPN
cet-14434	39	2	is	be	AUX
cet-14434	39	3	an	an	DET
cet-14434	39	4	indicator	indicator	NOUN
cet-14434	39	5	of	of	ADP
cet-14434	39	6	the	the	DET
cet-14434	39	7	proportion	proportion	NOUN
cet-14434	39	8	of	of	ADP
cet-14434	39	9	incoming	incoming	ADJ
cet-14434	39	10	photosynthetically	photosynthetically	ADJ
cet-14434	39	11	active	active	ADJ
cet-14434	39	12	radiation	radiation	NOUN
cet-14434	39	13	absorbed	absorb	VERB
cet-14434	39	14	by	by	ADP
cet-14434	39	15	the	the	DET
cet-14434	39	16	canopy	canopy	NOUN
cet-14434	39	17	,	,	PUNCT
cet-14434	39	18	estimates	estimate	VERB
cet-14434	39	19	the	the	DET
cet-14434	39	20	real	real	ADJ
cet-14434	39	21	importance	importance	NOUN
cet-14434	39	22	of	of	ADP
cet-14434	39	23	the	the	DET
cet-14434	39	24	area	area	NOUN
cet-14434	39	25	and	and	CCONJ
cet-14434	39	26	angle	angle	NOUN
cet-14434	39	27	of	of	ADP
cet-14434	39	28	inclination	inclination	NOUN
cet-14434	39	29	of	of	ADP
cet-14434	39	30	the	the	DET
cet-14434	39	31	leaves	leave	NOUN
cet-14434	39	32	for	for	ADP
cet-14434	39	33	capturing	capture	VERB
cet-14434	39	34	solar	solar	ADJ
cet-14434	39	35	energy	energy	NOUN
cet-14434	39	36	for	for	ADP
cet-14434	39	37	photosynthesis	photosynthesis	NOUN
cet-14434	39	38	(	(	PUNCT
cet-14434	39	39	bell	bell	NOUN
cet-14434	39	40	and	and	CCONJ
cet-14434	39	41	fischer	fischer	PROPN
cet-14434	39	42	,	,	PUNCT
cet-14434	39	43	1994	1994	NUM
cet-14434	39	44	)	)	PUNCT
cet-14434	39	45	.	.	PUNCT
cet-14434	40	1	currently	currently	ADV
cet-14434	40	2	,	,	PUNCT
cet-14434	40	3	the	the	DET
cet-14434	40	4	“	"	PUNCT
cet-14434	40	5	soil	soil	NOUN
cet-14434	40	6	-	-	PUNCT
cet-14434	40	7	vegetation	vegetation	NOUN
cet-14434	40	8	”	"	PUNCT
cet-14434	40	9	recognition	recognition	NOUN
cet-14434	40	10	system	system	NOUN
cet-14434	40	11	is	be	AUX
cet-14434	40	12	used	use	VERB
cet-14434	40	13	.	.	PUNCT
cet-14434	41	1	the	the	DET
cet-14434	41	2	main	main	ADJ
cet-14434	41	3	properties	property	NOUN
cet-14434	41	4	of	of	ADP
cet-14434	41	5	the	the	DET
cet-14434	41	6	reflectivity	reflectivity	NOUN
cet-14434	41	7	of	of	ADP
cet-14434	41	8	solar	solar	ADJ
cet-14434	41	9	radiation	radiation	NOUN
cet-14434	41	10	from	from	ADP
cet-14434	41	11	this	this	DET
cet-14434	41	12	system	system	NOUN
cet-14434	41	13	are	be	AUX
cet-14434	41	14	distinguished	distinguish	VERB
cet-14434	41	15	:	:	PUNCT
cet-14434	41	16	–	–	PUNCT
cet-14434	41	17	the	the	DET
cet-14434	41	18	visual	visual	ADJ
cet-14434	41	19	properties	property	NOUN
cet-14434	41	20	of	of	ADP
cet-14434	41	21	plants	plant	NOUN
cet-14434	41	22	and	and	CCONJ
cet-14434	41	23	other	other	ADJ
cet-14434	41	24	solar	solar	ADJ
cet-14434	41	25	cells	cell	NOUN
cet-14434	41	26	,	,	PUNCT
cet-14434	41	27	which	which	PRON
cet-14434	41	28	are	be	AUX
cet-14434	41	29	subject	subject	ADJ
cet-14434	41	30	to	to	ADP
cet-14434	41	31	change	change	NOUN
cet-14434	41	32	during	during	ADP
cet-14434	41	33	the	the	DET
cet-14434	41	34	growing	grow	VERB
cet-14434	41	35	season	season	NOUN
cet-14434	41	36	and	and	CCONJ
cet-14434	41	37	depend	depend	VERB
cet-14434	41	38	mainly	mainly	ADV
cet-14434	41	39	on	on	ADP
cet-14434	41	40	environmental	environmental	ADJ
cet-14434	41	41	parameters	parameter	NOUN
cet-14434	41	42	;	;	PUNCT
cet-14434	41	43	–	–	PUNCT
cet-14434	41	44	the	the	DET
cet-14434	41	45	structural	structural	ADJ
cet-14434	41	46	plant	plant	NOUN
cet-14434	41	47	surface	surface	NOUN
cet-14434	41	48	,	,	PUNCT
cet-14434	41	49	which	which	PRON
cet-14434	41	50	is	be	AUX
cet-14434	41	51	also	also	ADV
cet-14434	41	52	variable	variable	ADJ
cet-14434	41	53	over	over	ADP
cet-14434	41	54	time	time	NOUN
cet-14434	41	55	(	(	PUNCT
cet-14434	41	56	the	the	DET
cet-14434	41	57	density	density	NOUN
cet-14434	41	58	of	of	ADP
cet-14434	41	59	plant	plant	NOUN
cet-14434	41	60	standing	standing	NOUN
cet-14434	41	61	,	,	PUNCT
cet-14434	41	62	the	the	DET
cet-14434	41	63	area	area	NOUN
cet-14434	41	64	of	of	ADP
cet-14434	41	65	the	the	DET
cet-14434	41	66	leaf	leaf	NOUN
cet-14434	41	67	surface	surface	NOUN
cet-14434	41	68	,	,	PUNCT
cet-14434	41	69	mainly	mainly	ADV
cet-14434	41	70	the	the	DET
cet-14434	41	71	orientation	orientation	NOUN
cet-14434	41	72	of	of	ADP
cet-14434	41	73	the	the	DET
cet-14434	41	74	leaves	leave	NOUN
cet-14434	41	75	,	,	PUNCT
cet-14434	41	76	the	the	DET
cet-14434	41	77	degree	degree	NOUN
cet-14434	41	78	of	of	ADP
cet-14434	41	79	projective	projective	ADJ
cet-14434	41	80	soil	soil	NOUN
cet-14434	41	81	coverage	coverage	NOUN
cet-14434	41	82	by	by	ADP
cet-14434	41	83	plants	plant	NOUN
cet-14434	41	84	)	)	PUNCT
cet-14434	41	85	;	;	PUNCT
cet-14434	41	86	–	–	PUNCT
cet-14434	41	87	the	the	DET
cet-14434	41	88	reflectivity	reflectivity	NOUN
cet-14434	41	89	of	of	ADP
cet-14434	41	90	the	the	DET
cet-14434	41	91	soil	soil	NOUN
cet-14434	41	92	,	,	PUNCT
cet-14434	41	93	which	which	PRON
cet-14434	41	94	is	be	AUX
cet-14434	41	95	determined	determine	VERB
cet-14434	41	96	by	by	ADP
cet-14434	41	97	the	the	DET
cet-14434	41	98	type	type	NOUN
cet-14434	41	99	of	of	ADP
cet-14434	41	100	soil	soil	NOUN
cet-14434	41	101	,	,	PUNCT
cet-14434	41	102	humidity	humidity	NOUN
cet-14434	41	103	,	,	PUNCT
cet-14434	41	104	and	and	CCONJ
cet-14434	41	105	the	the	DET
cet-14434	41	106	presence	presence	NOUN
cet-14434	41	107	of	of	ADP
cet-14434	41	108	plant	plant	NOUN
cet-14434	41	109	residues	residue	NOUN
cet-14434	41	110	on	on	ADP
cet-14434	41	111	the	the	DET
cet-14434	41	112	soil	soil	NOUN
cet-14434	41	113	surface	surface	NOUN
cet-14434	41	114	(	(	PUNCT
cet-14434	41	115	buldakova	buldakova	PROPN
cet-14434	41	116	,	,	PUNCT
cet-14434	41	117	2021	2021	NUM
cet-14434	41	118	)	)	PUNCT
cet-14434	41	119	.	.	PUNCT
cet-14434	42	1	the	the	DET
cet-14434	42	2	authors	author	NOUN
cet-14434	42	3	determined	determine	VERB
cet-14434	42	4	the	the	DET
cet-14434	42	5	biophysical	biophysical	ADJ
cet-14434	42	6	parameters	parameter	NOUN
cet-14434	42	7	of	of	ADP
cet-14434	42	8	crops	crop	NOUN
cet-14434	42	9	of	of	ADP
cet-14434	42	10	“	"	PUNCT
cet-14434	42	11	lobanovo	lobanovo	PROPN
cet-14434	42	12	”	"	PUNCT
cet-14434	42	13	llp	llp	PROPN
cet-14434	42	14	in	in	ADP
cet-14434	42	15	the	the	DET
cet-14434	42	16	north	north	NOUN
cet-14434	42	17	kazakhstan	kazakhstan	PROPN
cet-14434	42	18	region	region	NOUN
cet-14434	42	19	using	use	VERB
cet-14434	42	20	data	datum	NOUN
cet-14434	42	21	from	from	ADP
cet-14434	42	22	the	the	DET
cet-14434	42	23	sentinel-2	sentinel-2	NUM
cet-14434	42	24	(	(	PUNCT
cet-14434	42	25	msi	msi	PROPN
cet-14434	42	26	)	)	PUNCT
cet-14434	42	27	.	.	PUNCT
cet-14434	43	1	for	for	ADP
cet-14434	43	2	this	this	DET
cet-14434	43	3	purpose	purpose	NOUN
cet-14434	43	4	,	,	PUNCT
cet-14434	43	5	satellite	satellite	NOUN
cet-14434	43	6	images	image	NOUN
cet-14434	43	7	were	be	AUX
cet-14434	43	8	used	use	VERB
cet-14434	43	9	for	for	ADP
cet-14434	43	10	may	may	PROPN
cet-14434	43	11	15	15	NUM
cet-14434	43	12	,	,	PUNCT
cet-14434	43	13	june	june	PROPN
cet-14434	43	14	14	14	NUM
cet-14434	43	15	,	,	PUNCT
cet-14434	43	16	july	july	PROPN
cet-14434	43	17	14	14	NUM
cet-14434	43	18	and	and	CCONJ
cet-14434	43	19	august	august	PROPN
cet-14434	43	20	18	18	NUM
cet-14434	43	21	,	,	PUNCT
cet-14434	43	22	2023	2023	NUM
cet-14434	43	23	.	.	PUNCT
cet-14434	44	1	the	the	DET
cet-14434	44	2	results	result	NOUN
cet-14434	44	3	of	of	ADP
cet-14434	44	4	calculations	calculation	NOUN
cet-14434	44	5	of	of	ADP
cet-14434	44	6	the	the	DET
cet-14434	44	7	biophysical	biophysical	ADJ
cet-14434	44	8	parameters	parameter	NOUN
cet-14434	44	9	of	of	ADP
cet-14434	44	10	the	the	DET
cet-14434	44	11	vegetation	vegetation	NOUN
cet-14434	44	12	of	of	ADP
cet-14434	44	13	the	the	DET
cet-14434	44	14	zone	zone	NOUN
cet-14434	44	15	of	of	ADP
cet-14434	44	16	interest	interest	NOUN
cet-14434	44	17	are	be	AUX
cet-14434	44	18	presented	present	VERB
cet-14434	44	19	in	in	ADP
cet-14434	44	20	table	table	NOUN
cet-14434	44	21	1	1	NUM
cet-14434	44	22	.	.	PUNCT
cet-14434	44	23	table	table	NOUN
cet-14434	44	24	1	1	NUM
cet-14434	44	25	:	:	PUNCT
cet-14434	44	26	descriptive	descriptive	ADJ
cet-14434	44	27	statistics	statistic	NOUN
cet-14434	44	28	of	of	ADP
cet-14434	44	29	biophysical	biophysical	ADJ
cet-14434	44	30	parameters	parameter	NOUN
cet-14434	44	31	for	for	ADP
cet-14434	44	32	area	area	NOUN
cet-14434	44	33	of	of	ADP
cet-14434	44	34	interest	interest	NOUN
cet-14434	44	35	values	value	NOUN
cet-14434	44	36	the	the	DET
cet-14434	44	37	vegetation	vegetation	NOUN
cet-14434	44	38	season	season	NOUN
cet-14434	44	39	of	of	ADP
cet-14434	44	40	2023	2023	NUM
cet-14434	44	41	may	may	AUX
cet-14434	44	42	15	15	NUM
cet-14434	44	43	june	june	PROPN
cet-14434	44	44	14	14	NUM
cet-14434	44	45	july	july	PROPN
cet-14434	44	46	14	14	NUM
cet-14434	44	47	august	august	PROPN
cet-14434	44	48	18	18	NUM
cet-14434	44	49	lai	lai	PROPN
cet-14434	44	50	min	min	PROPN
cet-14434	45	1	0,17	0,17	NOUN
cet-14434	45	2	0,19	0,19	NUM
cet-14434	45	3	0,24	0,24	PUNCT
cet-14434	45	4	0,11	0,11	NOUN
cet-14434	46	1	max	max	PROPN
cet-14434	46	2	0,78	0,78	PROPN
cet-14434	46	3	2,25	2,25	NUM
cet-14434	46	4	3,13	3,13	NUM
cet-14434	46	5	2,24	2,24	NUM
cet-14434	46	6	mean	mean	VERB
cet-14434	46	7	0,22	0,22	X
cet-14434	47	1	0,35	0,35	NOUN
cet-14434	47	2	1,03	1,03	NUM
cet-14434	47	3	0,38	0,38	ADJ
cet-14434	47	4	fcover	fcover	PROPN
cet-14434	47	5	min	min	PROPN
cet-14434	47	6	0,03	0,03	X
cet-14434	47	7	0,05	0,05	PROPN
cet-14434	48	1	0,1	0,1	NUM
cet-14434	48	2	0,05	0,05	NOUN
cet-14434	48	3	max	max	PROPN
cet-14434	48	4	0,35	0,35	NOUN
cet-14434	48	5	0,66	0,66	NUM
cet-14434	48	6	0,76	0,76	NOUN
cet-14434	49	1	0,72	0,72	PUNCT
cet-14434	50	1	mean	mean	NOUN
cet-14434	50	2	0,05	0,05	NOUN
cet-14434	50	3	0,14	0,14	ADP
cet-14434	51	1	0,35	0,35	PROPN
cet-14434	51	2	0,22	0,22	X
cet-14434	51	3	fapar	fapar	PROPN
cet-14434	51	4	min	min	NOUN
cet-14434	51	5	0,0	0,0	NUM
cet-14434	51	6	0,04	0,04	NUM
cet-14434	51	7	0,13	0,13	NOUN
cet-14434	51	8	0,05	0,05	PROPN
cet-14434	52	1	max	max	PROPN
cet-14434	52	2	0,38	0,38	NUM
cet-14434	52	3	0,7	0,7	NUM
cet-14434	52	4	0,8	0,8	NUM
cet-14434	52	5	0,72	0,72	NOUN
cet-14434	53	1	mean	mean	VERB
cet-14434	53	2	0,02	0,02	NUM
cet-14434	53	3	0,15	0,15	NOUN
cet-14434	53	4	0,39	0,39	CCONJ
cet-14434	54	1	0,22	0,22	X
cet-14434	54	2	the	the	DET
cet-14434	54	3	extracted	extract	VERB
cet-14434	54	4	biophysical	biophysical	ADJ
cet-14434	54	5	parameters	parameter	NOUN
cet-14434	54	6	clearly	clearly	ADV
cet-14434	54	7	demonstrate	demonstrate	VERB
cet-14434	54	8	the	the	DET
cet-14434	54	9	relationship	relationship	NOUN
cet-14434	54	10	with	with	ADP
cet-14434	54	11	vegetation	vegetation	NOUN
cet-14434	54	12	indices	index	NOUN
cet-14434	54	13	,	,	PUNCT
cet-14434	54	14	since	since	SCONJ
cet-14434	54	15	the	the	DET
cet-14434	54	16	trend	trend	NOUN
cet-14434	54	17	of	of	ADP
cet-14434	54	18	crop	crop	NOUN
cet-14434	54	19	development	development	NOUN
cet-14434	54	20	can	can	AUX
cet-14434	54	21	be	be	AUX
cet-14434	54	22	analyzed	analyze	VERB
cet-14434	54	23	by	by	ADP
cet-14434	54	24	the	the	DET
cet-14434	54	25	minimum	minimum	ADJ
cet-14434	54	26	,	,	PUNCT
cet-14434	54	27	maximum	maximum	ADJ
cet-14434	54	28	and	and	CCONJ
cet-14434	54	29	average	average	ADJ
cet-14434	54	30	values	value	NOUN
cet-14434	54	31	of	of	ADP
cet-14434	54	32	biophysical	biophysical	ADJ
cet-14434	54	33	parameters	parameter	NOUN
cet-14434	54	34	.	.	PUNCT
cet-14434	55	1	the	the	DET
cet-14434	55	2	use	use	NOUN
cet-14434	55	3	of	of	ADP
cet-14434	55	4	such	such	ADJ
cet-14434	55	5	indicators	indicator	NOUN
cet-14434	55	6	can	can	AUX
cet-14434	55	7	contribute	contribute	VERB
cet-14434	55	8	to	to	ADP
cet-14434	55	9	the	the	DET
cet-14434	55	10	control	control	NOUN
cet-14434	55	11	of	of	ADP
cet-14434	55	12	the	the	DET
cet-14434	55	13	growth	growth	NOUN
cet-14434	55	14	and	and	CCONJ
cet-14434	55	15	physiological	physiological	ADJ
cet-14434	55	16	status	status	NOUN
cet-14434	55	17	of	of	ADP
cet-14434	55	18	an	an	DET
cet-14434	55	19	agricultural	agricultural	ADJ
cet-14434	55	20	crop.in	crop.in	X
cet-14434	55	21	the	the	DET
cet-14434	55	22	practice	practice	NOUN
cet-14434	55	23	of	of	ADP
cet-14434	55	24	agricultural	agricultural	ADJ
cet-14434	55	25	research	research	NOUN
cet-14434	55	26	,	,	PUNCT
cet-14434	55	27	it	it	PRON
cet-14434	55	28	is	be	AUX
cet-14434	55	29	often	often	ADV
cet-14434	55	30	necessary	necessary	ADJ
cet-14434	55	31	to	to	PART
cet-14434	55	32	study	study	VERB
cet-14434	55	33	the	the	DET
cet-14434	55	34	nature	nature	NOUN
cet-14434	55	35	of	of	ADP
cet-14434	55	36	the	the	DET
cet-14434	55	37	relationship	relationship	NOUN
cet-14434	55	38	between	between	ADP
cet-14434	55	39	two	two	NUM
cet-14434	55	40	(	(	PUNCT
cet-14434	55	41	or	or	CCONJ
cet-14434	55	42	more	more	ADJ
cet-14434	55	43	)	)	PUNCT
cet-14434	55	44	varying	vary	VERB
cet-14434	55	45	features	feature	NOUN
cet-14434	55	46	or	or	CCONJ
cet-14434	55	47	properties	property	NOUN
cet-14434	55	48	of	of	ADP
cet-14434	55	49	soil	soil	NOUN
cet-14434	55	50	and	and	CCONJ
cet-14434	55	51	vegetation	vegetation	NOUN
cet-14434	55	52	cover	cover	NOUN
cet-14434	55	53	.	.	PUNCT
cet-14434	56	1	many	many	ADJ
cet-14434	56	2	signs	sign	NOUN
cet-14434	56	3	and	and	CCONJ
cet-14434	56	4	properties	property	NOUN
cet-14434	56	5	of	of	ADP
cet-14434	56	6	the	the	DET
cet-14434	56	7	soil	soil	NOUN
cet-14434	56	8	and	and	CCONJ
cet-14434	56	9	vegetation	vegetation	NOUN
cet-14434	56	10	cover	cover	NOUN
cet-14434	56	11	are	be	AUX
cet-14434	56	12	interconnected	interconnect	VERB
cet-14434	56	13	in	in	ADP
cet-14434	56	14	a	a	DET
cet-14434	56	15	certain	certain	ADJ
cet-14434	56	16	relationship.in	relationship.in	NOUN
cet-14434	56	17	this	this	DET
cet-14434	56	18	study	study	NOUN
cet-14434	56	19	,	,	PUNCT
cet-14434	56	20	the	the	DET
cet-14434	56	21	use	use	NOUN
cet-14434	56	22	of	of	ADP
cet-14434	56	23	correlation	correlation	NOUN
cet-14434	56	24	and	and	CCONJ
cet-14434	56	25	regression	regression	VERB
cet-14434	56	26	analysis	analysis	NOUN
cet-14434	56	27	to	to	PART
cet-14434	56	28	study	study	VERB
cet-14434	56	29	the	the	DET
cet-14434	56	30	relationship	relationship	NOUN
cet-14434	56	31	between	between	ADP
cet-14434	56	32	quantitative	quantitative	ADJ
cet-14434	56	33	indicators	indicator	NOUN
cet-14434	56	34	characterizing	characterize	VERB
cet-14434	56	35	the	the	DET
cet-14434	56	36	state	state	NOUN
cet-14434	56	37	of	of	ADP
cet-14434	56	38	crops	crop	NOUN
cet-14434	56	39	according	accord	VERB
cet-14434	56	40	to	to	ADP
cet-14434	56	41	biophysical	biophysical	ADJ
cet-14434	56	42	parameters	parameter	NOUN
cet-14434	56	43	and	and	CCONJ
cet-14434	56	44	the	the	DET
cet-14434	56	45	content	content	NOUN
cet-14434	56	46	of	of	ADP
cet-14434	56	47	basic	basic	ADJ
cet-14434	56	48	nutrients	nutrient	NOUN
cet-14434	56	49	became	become	VERB
cet-14434	56	50	possible	possible	ADJ
cet-14434	56	51	,	,	PUNCT
cet-14434	56	52	since	since	SCONJ
cet-14434	56	53	a	a	DET
cet-14434	56	54	large	large	ADJ
cet-14434	56	55	number	number	NOUN
cet-14434	56	56	of	of	ADP
cet-14434	56	57	test	test	NOUN
cet-14434	56	58	sites	site	NOUN
cet-14434	56	59	were	be	AUX
cet-14434	56	60	used	use	VERB
cet-14434	56	61	in	in	ADP
cet-14434	56	62	the	the	DET
cet-14434	56	63	assessment	assessment	NOUN
cet-14434	56	64	(	(	PUNCT
cet-14434	56	65	103	103	NUM
cet-14434	56	66	)	)	PUNCT
cet-14434	56	67	.	.	PUNCT
cet-14434	57	1	correlation	correlation	NOUN
cet-14434	57	2	and	and	CCONJ
cet-14434	57	3	regression	regression	NOUN
cet-14434	57	4	analysis	analysis	NOUN
cet-14434	57	5	are	be	AUX
cet-14434	57	6	methods	method	NOUN
cet-14434	57	7	of	of	ADP
cet-14434	57	8	mathematical	mathematical	ADJ
cet-14434	57	9	statistics	statistic	NOUN
cet-14434	57	10	that	that	PRON
cet-14434	57	11	allow	allow	VERB
cet-14434	57	12	us	we	PRON
cet-14434	57	13	to	to	PART
cet-14434	57	14	identify	identify	VERB
cet-14434	57	15	the	the	DET
cet-14434	57	16	relationship	relationship	NOUN
cet-14434	57	17	between	between	ADP
cet-14434	57	18	two	two	NUM
cet-14434	57	19	quantities	quantity	NOUN
cet-14434	57	20	,	,	PUNCT
cet-14434	57	21	the	the	DET
cet-14434	57	22	values	value	NOUN
cet-14434	57	23	of	of	ADP
cet-14434	57	24	which	which	PRON
cet-14434	57	25	are	be	AUX
cet-14434	57	26	obtained	obtain	VERB
cet-14434	57	27	as	as	ADP
cet-14434	57	28	a	a	DET
cet-14434	57	29	result	result	NOUN
cet-14434	57	30	of	of	ADP
cet-14434	57	31	statistical	statistical	ADJ
cet-14434	57	32	observations	observation	NOUN
cet-14434	57	33	.	.	PUNCT
cet-14434	58	1	the	the	DET
cet-14434	58	2	main	main	ADJ
cet-14434	58	3	task	task	NOUN
cet-14434	58	4	of	of	ADP
cet-14434	58	5	correlation	correlation	NOUN
cet-14434	58	6	analysis	analysis	NOUN
cet-14434	58	7	is	be	AUX
cet-14434	58	8	to	to	PART
cet-14434	58	9	assess	assess	VERB
cet-14434	58	10	the	the	DET
cet-14434	58	11	closeness	closeness	NOUN
cet-14434	58	12	of	of	ADP
cet-14434	58	13	the	the	DET
cet-14434	58	14	relationship	relationship	NOUN
cet-14434	58	15	between	between	ADP
cet-14434	58	16	the	the	DET
cet-14434	58	17	values	value	NOUN
cet-14434	58	18	,	,	PUNCT
cet-14434	58	19	and	and	CCONJ
cet-14434	58	20	regression	regression	VERB
cet-14434	58	21	analysis	analysis	NOUN
cet-14434	58	22	is	be	AUX
cet-14434	58	23	to	to	PART
cet-14434	58	24	establish	establish	VERB
cet-14434	58	25	its	its	PRON
cet-14434	58	26	type	type	NOUN
cet-14434	58	27	(	(	PUNCT
cet-14434	58	28	mylnikov	mylnikov	PROPN
cet-14434	58	29	and	and	CCONJ
cet-14434	58	30	kulikova	kulikova	PROPN
cet-14434	58	31	,	,	PUNCT
cet-14434	58	32	2013).the	2013).the	DET
cet-14434	58	33	statistical	statistical	ADJ
cet-14434	58	34	analysis	analysis	NOUN
cet-14434	58	35	includes	include	VERB
cet-14434	58	36	correlation	correlation	NOUN
cet-14434	58	37	and	and	CCONJ
cet-14434	58	38	linear	linear	ADJ
cet-14434	58	39	regression	regression	NOUN
cet-14434	58	40	analysis	analysis	NOUN
cet-14434	58	41	between	between	ADP
cet-14434	58	42	the	the	DET
cet-14434	58	43	values	value	NOUN
cet-14434	58	44	of	of	ADP
cet-14434	58	45	the	the	DET
cet-14434	58	46	contents	content	NOUN
cet-14434	58	47	of	of	ADP
cet-14434	58	48	the	the	DET
cet-14434	58	49	main	main	ADJ
cet-14434	58	50	nutrients	nutrient	NOUN
cet-14434	58	51	(	(	PUNCT
cet-14434	58	52	nitrogen	nitrogen	NOUN
cet-14434	58	53	,	,	PUNCT
cet-14434	58	54	phosphorus	phosphorus	NOUN
cet-14434	58	55	,	,	PUNCT
cet-14434	58	56	potassium	potassium	NOUN
cet-14434	58	57	)	)	PUNCT
cet-14434	58	58	and	and	CCONJ
cet-14434	58	59	the	the	DET
cet-14434	58	60	average	average	ADJ
cet-14434	58	61	values	value	NOUN
cet-14434	58	62	of	of	ADP
cet-14434	58	63	biophysical	biophysical	ADJ
cet-14434	58	64	parameters	parameter	NOUN
cet-14434	58	65	for	for	ADP
cet-14434	58	66	the	the	DET
cet-14434	58	67	control	control	NOUN
cet-14434	58	68	polygons	polygon	NOUN
cet-14434	58	69	for	for	ADP
cet-14434	58	70	which	which	PRON
cet-14434	58	71	the	the	DET
cet-14434	58	72	agrochemical	agrochemical	ADJ
cet-14434	58	73	analysis	analysis	NOUN
cet-14434	58	74	was	be	AUX
cet-14434	58	75	carried	carry	VERB
cet-14434	58	76	out.in	out.in	PROPN
cet-14434	58	77	most	most	ADV
cet-14434	58	78	statistical	statistical	ADJ
cet-14434	58	79	analysis	analysis	NOUN
cet-14434	58	80	scenarios	scenario	NOUN
cet-14434	58	81	,	,	PUNCT
cet-14434	58	82	the	the	DET
cet-14434	58	83	results	result	NOUN
cet-14434	58	84	were	be	AUX
cet-14434	58	85	weak	weak	ADJ
cet-14434	58	86	and	and	CCONJ
cet-14434	58	87	inconsistent	inconsistent	ADJ
cet-14434	58	88	due	due	ADP
cet-14434	58	89	to	to	ADP
cet-14434	58	90	the	the	DET
cet-14434	58	91	lack	lack	NOUN
cet-14434	58	92	of	of	ADP
cet-14434	58	93	a	a	DET
cet-14434	58	94	positive	positive	ADJ
cet-14434	58	95	relationship	relationship	NOUN
cet-14434	58	96	(	(	PUNCT
cet-14434	58	97	figures	figure	NOUN
cet-14434	58	98	5	5	NUM
cet-14434	58	99	-	-	SYM
cet-14434	58	100	6	6	NUM
cet-14434	58	101	)	)	PUNCT
cet-14434	58	102	.	.	PUNCT
cet-14434	59	1	the	the	DET
cet-14434	59	2	exception	exception	NOUN
cet-14434	59	3	was	be	AUX
cet-14434	59	4	the	the	DET
cet-14434	59	5	relationship	relationship	NOUN
cet-14434	59	6	revealed	reveal	VERB
cet-14434	59	7	by	by	ADP
cet-14434	59	8	the	the	DET
cet-14434	59	9	authors	author	NOUN
cet-14434	59	10	between	between	ADP
cet-14434	59	11	the	the	DET
cet-14434	59	12	values	value	NOUN
cet-14434	59	13	of	of	ADP
cet-14434	59	14	nitrogen	nitrogen	NOUN
cet-14434	59	15	and	and	CCONJ
cet-14434	59	16	lai	lai	NOUN
cet-14434	59	17	during	during	ADP
cet-14434	59	18	the	the	DET
cet-14434	59	19	period	period	NOUN
cet-14434	59	20	of	of	ADP
cet-14434	59	21	maximum	maximum	ADJ
cet-14434	59	22	plant	plant	NOUN
cet-14434	59	23	growth	growth	NOUN
cet-14434	59	24	(	(	PUNCT
cet-14434	59	25	data	datum	NOUN
cet-14434	59	26	for	for	ADP
cet-14434	59	27	july	july	PROPN
cet-14434	59	28	14	14	NUM
cet-14434	59	29	,	,	PUNCT
cet-14434	59	30	2023	2023	NUM
cet-14434	59	31	)	)	PUNCT
cet-14434	59	32	,	,	PUNCT
cet-14434	59	33	where	where	SCONJ
cet-14434	59	34	,	,	PUNCT
cet-14434	59	35	according	accord	VERB
cet-14434	59	36	to	to	ADP
cet-14434	59	37	regression	regression	NOUN
cet-14434	59	38	statistics	statistic	NOUN
cet-14434	59	39	,	,	PUNCT
cet-14434	59	40	r²	r²	NOUN
cet-14434	59	41	=	=	SYM
cet-14434	59	42	0,89	0,89	NOUN
cet-14434	59	43	(	(	PUNCT
cet-14434	59	44	figure	figure	NOUN
cet-14434	59	45	7	7	NUM
cet-14434	59	46	)	)	PUNCT
cet-14434	59	47	.	.	PUNCT
cet-14434	60	1	thus	thus	ADV
cet-14434	60	2	,	,	PUNCT
cet-14434	60	3	the	the	DET
cet-14434	60	4	pictures	picture	NOUN
cet-14434	60	5	from	from	ADP
cet-14434	60	6	july	july	PROPN
cet-14434	60	7	14	14	NUM
cet-14434	60	8	,	,	PUNCT
cet-14434	60	9	during	during	ADP
cet-14434	60	10	the	the	DET
cet-14434	60	11	period	period	NOUN
cet-14434	60	12	of	of	ADP
cet-14434	60	13	maximum	maximum	ADJ
cet-14434	60	14	plant	plant	NOUN
cet-14434	60	15	growth	growth	NOUN
cet-14434	60	16	and	and	CCONJ
cet-14434	60	17	development	development	NOUN
cet-14434	60	18	,	,	PUNCT
cet-14434	60	19	turned	turn	VERB
cet-14434	60	20	out	out	ADP
cet-14434	60	21	to	to	PART
cet-14434	60	22	be	be	AUX
cet-14434	60	23	the	the	DET
cet-14434	60	24	most	most	ADV
cet-14434	60	25	informative	informative	ADJ
cet-14434	60	26	.	.	PUNCT
cet-14434	61	1	it	it	PRON
cet-14434	61	2	is	be	AUX
cet-14434	61	3	also	also	ADV
cet-14434	61	4	necessary	necessary	ADJ
cet-14434	61	5	to	to	PART
cet-14434	61	6	note	note	VERB
cet-14434	61	7	the	the	DET
cet-14434	61	8	advantage	advantage	NOUN
cet-14434	61	9	of	of	ADP
cet-14434	61	10	the	the	DET
cet-14434	61	11	biophysical	biophysical	ADJ
cet-14434	61	12	parameter	parameter	NOUN
cet-14434	61	13	lai	lai	PROPN
cet-14434	61	14	.	.	PUNCT
cet-14434	62	1	64	64	NUM
cet-14434	62	2	figure	figure	NOUN
cet-14434	62	3	5	5	NUM
cet-14434	62	4	:	:	PUNCT
cet-14434	62	5	relationship	relationship	NOUN
cet-14434	62	6	between	between	ADP
cet-14434	62	7	phosphorus	phosphorus	NOUN
cet-14434	62	8	content	content	NOUN
cet-14434	62	9	and	and	CCONJ
cet-14434	62	10	lai	lai	PROPN
cet-14434	62	11	values	value	NOUN
cet-14434	62	12	figure	figure	VERB
cet-14434	62	13	6	6	NUM
cet-14434	62	14	:	:	PUNCT
cet-14434	62	15	relationship	relationship	NOUN
cet-14434	62	16	between	between	ADP
cet-14434	62	17	potassium	potassium	NOUN
cet-14434	62	18	content	content	NOUN
cet-14434	62	19	and	and	CCONJ
cet-14434	62	20	lai	lai	PROPN
cet-14434	62	21	values	value	NOUN
cet-14434	62	22	figure	figure	VERB
cet-14434	62	23	7	7	NUM
cet-14434	62	24	:	:	PUNCT
cet-14434	62	25	relationship	relationship	NOUN
cet-14434	62	26	between	between	ADP
cet-14434	62	27	nitrogen	nitrogen	NOUN
cet-14434	62	28	content	content	NOUN
cet-14434	62	29	and	and	CCONJ
cet-14434	62	30	lai	lai	PROPN
cet-14434	62	31	values	value	NOUN
cet-14434	62	32	nitrogen	nitrogen	PROPN
cet-14434	62	33	is	be	AUX
cet-14434	62	34	the	the	DET
cet-14434	62	35	main	main	ADJ
cet-14434	62	36	limiting	limit	VERB
cet-14434	62	37	factor	factor	NOUN
cet-14434	62	38	in	in	ADP
cet-14434	62	39	obtaining	obtain	VERB
cet-14434	62	40	sustainable	sustainable	ADJ
cet-14434	62	41	grain	grain	NOUN
cet-14434	62	42	yields	yield	NOUN
cet-14434	62	43	for	for	ADP
cet-14434	62	44	the	the	DET
cet-14434	62	45	soils	soil	NOUN
cet-14434	62	46	of	of	ADP
cet-14434	62	47	northern	northern	ADJ
cet-14434	62	48	kazakhstan	kazakhstan	PROPN
cet-14434	62	49	.	.	PUNCT
cet-14434	63	1	since	since	SCONJ
cet-14434	63	2	most	most	ADJ
cet-14434	63	3	of	of	ADP
cet-14434	63	4	the	the	DET
cet-14434	63	5	nitrogen	nitrogen	NOUN
cet-14434	63	6	in	in	ADP
cet-14434	63	7	crops	crop	NOUN
cet-14434	63	8	is	be	AUX
cet-14434	63	9	contained	contain	VERB
cet-14434	63	10	in	in	ADP
cet-14434	63	11	green	green	ADJ
cet-14434	63	12	leaves	leave	NOUN
cet-14434	63	13	during	during	ADP
cet-14434	63	14	the	the	DET
cet-14434	63	15	growth	growth	NOUN
cet-14434	63	16	period	period	NOUN
cet-14434	63	17	of	of	ADP
cet-14434	63	18	the	the	DET
cet-14434	63	19	crop	crop	NOUN
cet-14434	63	20	,	,	PUNCT
cet-14434	63	21	lai	lai	PROPN
cet-14434	63	22	is	be	AUX
cet-14434	63	23	a	a	DET
cet-14434	63	24	very	very	ADV
cet-14434	63	25	sensitive	sensitive	ADJ
cet-14434	63	26	indicator	indicator	NOUN
cet-14434	63	27	of	of	ADP
cet-14434	63	28	changes	change	NOUN
cet-14434	63	29	in	in	ADP
cet-14434	63	30	the	the	DET
cet-14434	63	31	nitrogen	nitrogen	NOUN
cet-14434	63	32	demand	demand	NOUN
cet-14434	63	33	of	of	ADP
cet-14434	63	34	the	the	DET
cet-14434	63	35	crop	crop	NOUN
cet-14434	63	36	during	during	ADP
cet-14434	63	37	the	the	DET
cet-14434	63	38	growing	grow	VERB
cet-14434	63	39	season	season	NOUN
cet-14434	63	40	.	.	PUNCT
cet-14434	64	1	the	the	DET
cet-14434	64	2	nitrogen	nitrogen	NOUN
cet-14434	64	3	content	content	NOUN
cet-14434	64	4	has	have	VERB
cet-14434	64	5	a	a	DET
cet-14434	64	6	noticeable	noticeable	ADJ
cet-14434	64	7	effect	effect	NOUN
cet-14434	64	8	on	on	ADP
cet-14434	64	9	the	the	DET
cet-14434	64	10	spectral	spectral	ADJ
cet-14434	64	11	values	value	NOUN
cet-14434	64	12	of	of	ADP
cet-14434	64	13	lai	lai	PROPN
cet-14434	64	14	.	.	PUNCT
cet-14434	65	1	in	in	ADP
cet-14434	65	2	order	order	NOUN
cet-14434	65	3	to	to	PART
cet-14434	65	4	study	study	VERB
cet-14434	65	5	and	and	CCONJ
cet-14434	65	6	optimize	optimize	VERB
cet-14434	65	7	the	the	DET
cet-14434	65	8	management	management	NOUN
cet-14434	65	9	of	of	ADP
cet-14434	65	10	nitrogen	nitrogen	NOUN
cet-14434	65	11	content	content	NOUN
cet-14434	65	12	in	in	ADP
cet-14434	65	13	agricultural	agricultural	ADJ
cet-14434	65	14	crops	crop	NOUN
cet-14434	65	15	,	,	PUNCT
cet-14434	65	16	diagnostic	diagnostic	ADJ
cet-14434	65	17	methods	method	NOUN
cet-14434	65	18	based	base	VERB
cet-14434	65	19	on	on	ADP
cet-14434	65	20	the	the	DET
cet-14434	65	21	measurement	measurement	NOUN
cet-14434	65	22	of	of	ADP
cet-14434	65	23	nitrate	nitrate	NOUN
cet-14434	65	24	content	content	NOUN
cet-14434	65	25	in	in	ADP
cet-14434	65	26	soil	soil	NOUN
cet-14434	65	27	(	(	PUNCT
cet-14434	65	28	isfan	isfan	NOUN
cet-14434	65	29	et	et	PROPN
cet-14434	65	30	al	al	PROPN
cet-14434	65	31	.	.	PROPN
cet-14434	65	32	,	,	PUNCT
cet-14434	65	33	1995	1995	NUM
cet-14434	65	34	)	)	PUNCT
cet-14434	65	35	,	,	PUNCT
cet-14434	65	36	nitrogen	nitrogen	NOUN
cet-14434	65	37	nutrition	nutrition	NOUN
cet-14434	65	38	index	index	NOUN
cet-14434	65	39	(	(	PUNCT
cet-14434	65	40	nni	nni	PROPN
cet-14434	65	41	)	)	PUNCT
cet-14434	65	42	(	(	PUNCT
cet-14434	65	43	debaeke	debaeke	PROPN
cet-14434	65	44	et	et	PROPN
cet-14434	65	45	al	al	PROPN
cet-14434	65	46	.	.	PROPN
cet-14434	65	47	,	,	PUNCT
cet-14434	65	48	2006	2006	NUM
cet-14434	65	49	;	;	PUNCT
cet-14434	65	50	zaidi	zaidi	PROPN
cet-14434	65	51	et	et	PROPN
cet-14434	65	52	al	al	PROPN
cet-14434	65	53	.	.	PROPN
cet-14434	65	54	,	,	PUNCT
cet-14434	65	55	2008	2008	NUM
cet-14434	65	56	)	)	PUNCT
cet-14434	65	57	and	and	CCONJ
cet-14434	65	58	nitrogen	nitrogen	NOUN
cet-14434	65	59	concentration	concentration	NOUN
cet-14434	65	60	in	in	ADP
cet-14434	65	61	leaves	leave	NOUN
cet-14434	65	62	(	(	PUNCT
cet-14434	65	63	lnc	lnc	PROPN
cet-14434	65	64	)	)	PUNCT
cet-14434	65	65	(	(	PUNCT
cet-14434	65	66	errecart	errecart	PROPN
cet-14434	65	67	p.	p.	NOUN
cet-14434	65	68	,	,	PUNCT
cet-14434	65	69	2012	2012	NUM
cet-14434	65	70	)	)	PUNCT
cet-14434	65	71	.	.	PUNCT
cet-14434	66	1	but	but	CCONJ
cet-14434	66	2	it	it	PRON
cet-14434	66	3	is	be	AUX
cet-14434	66	4	worth	worth	ADJ
cet-14434	66	5	noting	note	VERB
cet-14434	66	6	that	that	SCONJ
cet-14434	66	7	despite	despite	SCONJ
cet-14434	66	8	the	the	DET
cet-14434	66	9	number	number	NOUN
cet-14434	66	10	of	of	ADP
cet-14434	66	11	studies	study	NOUN
cet-14434	66	12	conducted	conduct	VERB
cet-14434	66	13	to	to	PART
cet-14434	66	14	optimize	optimize	VERB
cet-14434	66	15	the	the	DET
cet-14434	66	16	determination	determination	NOUN
cet-14434	66	17	of	of	ADP
cet-14434	66	18	nitrogen	nitrogen	NOUN
cet-14434	66	19	in	in	ADP
cet-14434	66	20	crop	crop	NOUN
cet-14434	66	21	production	production	NOUN
cet-14434	66	22	,	,	PUNCT
cet-14434	66	23	contradictions	contradiction	NOUN
cet-14434	66	24	exist	exist	VERB
cet-14434	66	25	to	to	ADP
cet-14434	66	26	this	this	DET
cet-14434	66	27	day	day	NOUN
cet-14434	66	28	.	.	PUNCT
cet-14434	67	1	despite	despite	SCONJ
cet-14434	67	2	this	this	PRON
cet-14434	67	3	,	,	PUNCT
cet-14434	67	4	lai	lai	PROPN
cet-14434	67	5	is	be	AUX
cet-14434	67	6	of	of	ADP
cet-14434	67	7	great	great	ADJ
cet-14434	67	8	importance	importance	NOUN
cet-14434	67	9	as	as	ADP
cet-14434	67	10	a	a	DET
cet-14434	67	11	basis	basis	NOUN
cet-14434	67	12	for	for	ADP
cet-14434	67	13	assessing	assess	VERB
cet-14434	67	14	the	the	DET
cet-14434	67	15	condition	condition	NOUN
cet-14434	67	16	of	of	ADP
cet-14434	67	17	crops	crop	NOUN
cet-14434	67	18	,	,	PUNCT
cet-14434	67	19	assessing	assess	VERB
cet-14434	67	20	the	the	DET
cet-14434	67	21	nitrogen	nitrogen	NOUN
cet-14434	67	22	content	content	NOUN
cet-14434	67	23	in	in	ADP
cet-14434	67	24	the	the	DET
cet-14434	67	25	soil	soil	NOUN
cet-14434	67	26	and	and	CCONJ
cet-14434	67	27	for	for	ADP
cet-14434	67	28	varying	vary	VERB
cet-14434	67	29	nitrogen	nitrogen	NOUN
cet-14434	67	30	application	application	NOUN
cet-14434	67	31	rates	rate	NOUN
cet-14434	67	32	.	.	PUNCT
cet-14434	68	1	within	within	ADP
cet-14434	68	2	the	the	DET
cet-14434	68	3	framework	framework	NOUN
cet-14434	68	4	of	of	ADP
cet-14434	68	5	this	this	DET
cet-14434	68	6	study	study	NOUN
cet-14434	68	7	,	,	PUNCT
cet-14434	68	8	lai	lai	PROPN
cet-14434	68	9	is	be	AUX
cet-14434	68	10	a	a	DET
cet-14434	68	11	suitable	suitable	ADJ
cet-14434	68	12	tool	tool	NOUN
cet-14434	68	13	for	for	ADP
cet-14434	68	14	diagnosing	diagnose	VERB
cet-14434	68	15	the	the	DET
cet-14434	68	16	state	state	NOUN
cet-14434	68	17	of	of	ADP
cet-14434	68	18	nitrogen	nitrogen	NOUN
cet-14434	68	19	in	in	ADP
cet-14434	68	20	the	the	DET
cet-14434	68	21	surface	surface	NOUN
cet-14434	68	22	layer	layer	NOUN
cet-14434	68	23	of	of	ADP
cet-14434	68	24	the	the	DET
cet-14434	68	25	soil	soil	NOUN
cet-14434	68	26	.	.	PUNCT
cet-14434	69	1	65	65	NUM
cet-14434	69	2	4	4	NUM
cet-14434	69	3	.	.	PUNCT
cet-14434	69	4	conclusion	conclusion	NOUN
cet-14434	69	5	in	in	ADP
cet-14434	69	6	this	this	DET
cet-14434	69	7	study	study	NOUN
cet-14434	69	8	,	,	PUNCT
cet-14434	69	9	using	use	VERB
cet-14434	69	10	data	datum	NOUN
cet-14434	69	11	from	from	ADP
cet-14434	69	12	remote	remote	ADJ
cet-14434	69	13	monitoring	monitoring	NOUN
cet-14434	69	14	of	of	ADP
cet-14434	69	15	the	the	DET
cet-14434	69	16	territory	territory	NOUN
cet-14434	69	17	of	of	ADP
cet-14434	69	18	the	the	DET
cet-14434	69	19	north	north	ADJ
cet-14434	69	20	kazakhstan	kazakhstan	PROPN
cet-14434	69	21	region	region	NOUN
cet-14434	69	22	,	,	PUNCT
cet-14434	69	23	the	the	DET
cet-14434	69	24	possibility	possibility	NOUN
cet-14434	69	25	of	of	ADP
cet-14434	69	26	assessing	assess	VERB
cet-14434	69	27	the	the	DET
cet-14434	69	28	parameters	parameter	NOUN
cet-14434	69	29	of	of	ADP
cet-14434	69	30	soil	soil	NOUN
cet-14434	69	31	fertility	fertility	NOUN
cet-14434	69	32	of	of	ADP
cet-14434	69	33	southern	southern	ADJ
cet-14434	69	34	chernozems	chernozem	NOUN
cet-14434	69	35	from	from	ADP
cet-14434	69	36	satellite	satellite	NOUN
cet-14434	69	37	images	image	NOUN
cet-14434	69	38	was	be	AUX
cet-14434	69	39	evaluated	evaluate	VERB
cet-14434	69	40	.	.	PUNCT
cet-14434	70	1	to	to	PART
cet-14434	70	2	carry	carry	VERB
cet-14434	70	3	out	out	ADP
cet-14434	70	4	this	this	DET
cet-14434	70	5	work	work	NOUN
cet-14434	70	6	,	,	PUNCT
cet-14434	70	7	agrochemical	agrochemical	ADJ
cet-14434	70	8	surveys	survey	NOUN
cet-14434	70	9	of	of	ADP
cet-14434	70	10	the	the	DET
cet-14434	70	11	soils	soil	NOUN
cet-14434	70	12	of	of	ADP
cet-14434	70	13	control	control	NOUN
cet-14434	70	14	polygons	polygon	NOUN
cet-14434	70	15	with	with	ADP
cet-14434	70	16	coordinate	coordinate	NOUN
cet-14434	70	17	selection	selection	NOUN
cet-14434	70	18	of	of	ADP
cet-14434	70	19	soil	soil	NOUN
cet-14434	70	20	samples	sample	NOUN
cet-14434	70	21	(	(	PUNCT
cet-14434	70	22	about	about	ADV
cet-14434	70	23	103	103	NUM
cet-14434	70	24	samples	sample	NOUN
cet-14434	70	25	)	)	PUNCT
cet-14434	70	26	were	be	AUX
cet-14434	70	27	carried	carry	VERB
cet-14434	70	28	out	out	ADP
cet-14434	70	29	.	.	PUNCT
cet-14434	71	1	a	a	DET
cet-14434	71	2	detailed	detailed	ADJ
cet-14434	71	3	analysis	analysis	NOUN
cet-14434	71	4	of	of	ADP
cet-14434	71	5	the	the	DET
cet-14434	71	6	content	content	NOUN
cet-14434	71	7	of	of	ADP
cet-14434	71	8	the	the	DET
cet-14434	71	9	main	main	ADJ
cet-14434	71	10	elements	element	NOUN
cet-14434	71	11	of	of	ADP
cet-14434	71	12	npk	npk	NOUN
cet-14434	71	13	nutrition	nutrition	NOUN
cet-14434	71	14	was	be	AUX
cet-14434	71	15	carried	carry	VERB
cet-14434	71	16	out	out	ADP
cet-14434	71	17	.	.	PUNCT
cet-14434	72	1	to	to	PART
cet-14434	72	2	study	study	VERB
cet-14434	72	3	the	the	DET
cet-14434	72	4	spectral	spectral	ADJ
cet-14434	72	5	response	response	NOUN
cet-14434	72	6	of	of	ADP
cet-14434	72	7	plants	plant	NOUN
cet-14434	72	8	according	accord	VERB
cet-14434	72	9	to	to	ADP
cet-14434	72	10	remote	remote	ADJ
cet-14434	72	11	sensing	sense	VERB
cet-14434	72	12	data	datum	NOUN
cet-14434	72	13	,	,	PUNCT
cet-14434	72	14	a	a	DET
cet-14434	72	15	selection	selection	NOUN
cet-14434	72	16	of	of	ADP
cet-14434	72	17	cloudless	cloudless	NOUN
cet-14434	72	18	satellite	satellite	NOUN
cet-14434	72	19	images	image	NOUN
cet-14434	72	20	from	from	ADP
cet-14434	72	21	the	the	DET
cet-14434	72	22	sentinel-2	sentinel-2	NUM
cet-14434	72	23	for	for	ADP
cet-14434	72	24	the	the	DET
cet-14434	72	25	main	main	ADJ
cet-14434	72	26	phases	phase	NOUN
cet-14434	72	27	of	of	ADP
cet-14434	72	28	plant	plant	NOUN
cet-14434	72	29	development	development	NOUN
cet-14434	72	30	was	be	AUX
cet-14434	72	31	carried	carry	VERB
cet-14434	72	32	out	out	ADP
cet-14434	72	33	.	.	PUNCT
cet-14434	73	1	thematic	thematic	ADJ
cet-14434	73	2	processing	processing	NOUN
cet-14434	73	3	of	of	ADP
cet-14434	73	4	remote	remote	ADJ
cet-14434	73	5	sensing	sense	VERB
cet-14434	73	6	data	datum	NOUN
cet-14434	73	7	with	with	ADP
cet-14434	73	8	determination	determination	NOUN
cet-14434	73	9	of	of	ADP
cet-14434	73	10	biophysical	biophysical	ADJ
cet-14434	73	11	parameters	parameter	NOUN
cet-14434	73	12	(	(	PUNCT
cet-14434	73	13	lai	lai	PROPN
cet-14434	73	14	,	,	PUNCT
cet-14434	73	15	fcover	fcover	NOUN
cet-14434	73	16	,	,	PUNCT
cet-14434	73	17	fapar	fapar	PROPN
cet-14434	73	18	)	)	PUNCT
cet-14434	73	19	was	be	AUX
cet-14434	73	20	carried	carry	VERB
cet-14434	73	21	out	out	ADP
cet-14434	73	22	.	.	PUNCT
cet-14434	74	1	these	these	DET
cet-14434	74	2	biophysical	biophysical	ADJ
cet-14434	74	3	parameters	parameter	NOUN
cet-14434	74	4	accurately	accurately	ADV
cet-14434	74	5	characterize	characterize	VERB
cet-14434	74	6	the	the	DET
cet-14434	74	7	condition	condition	NOUN
cet-14434	74	8	of	of	ADP
cet-14434	74	9	plants	plant	NOUN
cet-14434	74	10	and	and	CCONJ
cet-14434	74	11	can	can	AUX
cet-14434	74	12	diagnose	diagnose	VERB
cet-14434	74	13	the	the	DET
cet-14434	74	14	ecological	ecological	ADJ
cet-14434	74	15	conditions	condition	NOUN
cet-14434	74	16	of	of	ADP
cet-14434	74	17	agrocenoses	agrocenose	NOUN
cet-14434	74	18	.	.	PUNCT
cet-14434	75	1	in	in	ADP
cet-14434	75	2	this	this	DET
cet-14434	75	3	study	study	NOUN
cet-14434	75	4	,	,	PUNCT
cet-14434	75	5	a	a	DET
cet-14434	75	6	correlation	correlation	NOUN
cet-14434	75	7	and	and	CCONJ
cet-14434	75	8	regression	regression	NOUN
cet-14434	75	9	analysis	analysis	NOUN
cet-14434	75	10	was	be	AUX
cet-14434	75	11	carried	carry	VERB
cet-14434	75	12	out	out	ADP
cet-14434	75	13	to	to	PART
cet-14434	75	14	study	study	VERB
cet-14434	75	15	the	the	DET
cet-14434	75	16	relationship	relationship	NOUN
cet-14434	75	17	between	between	ADP
cet-14434	75	18	quantitative	quantitative	ADJ
cet-14434	75	19	indicators	indicator	NOUN
cet-14434	75	20	characterizing	characterize	VERB
cet-14434	75	21	the	the	DET
cet-14434	75	22	state	state	NOUN
cet-14434	75	23	of	of	ADP
cet-14434	75	24	crops	crop	NOUN
cet-14434	75	25	according	accord	VERB
cet-14434	75	26	to	to	ADP
cet-14434	75	27	biophysical	biophysical	ADJ
cet-14434	75	28	parameters	parameter	NOUN
cet-14434	75	29	and	and	CCONJ
cet-14434	75	30	the	the	DET
cet-14434	75	31	content	content	NOUN
cet-14434	75	32	of	of	ADP
cet-14434	75	33	basic	basic	ADJ
cet-14434	75	34	nutrients	nutrient	NOUN
cet-14434	75	35	in	in	ADP
cet-14434	75	36	the	the	DET
cet-14434	75	37	sowing	sowing	NOUN
cet-14434	75	38	layer	layer	NOUN
cet-14434	75	39	of	of	ADP
cet-14434	75	40	the	the	DET
cet-14434	75	41	soil	soil	NOUN
cet-14434	75	42	.	.	PUNCT
cet-14434	76	1	according	accord	VERB
cet-14434	76	2	to	to	ADP
cet-14434	76	3	the	the	DET
cet-14434	76	4	analysis	analysis	NOUN
cet-14434	76	5	,	,	PUNCT
cet-14434	76	6	the	the	DET
cet-14434	76	7	correlations	correlation	NOUN
cet-14434	76	8	were	be	AUX
cet-14434	76	9	weak	weak	ADJ
cet-14434	76	10	and	and	CCONJ
cet-14434	76	11	inconsistent	inconsistent	ADJ
cet-14434	76	12	,	,	PUNCT
cet-14434	76	13	with	with	ADP
cet-14434	76	14	the	the	DET
cet-14434	76	15	exception	exception	NOUN
cet-14434	76	16	of	of	ADP
cet-14434	76	17	the	the	DET
cet-14434	76	18	relationship	relationship	NOUN
cet-14434	76	19	between	between	ADP
cet-14434	76	20	nitrogen	nitrogen	PROPN
cet-14434	76	21	and	and	CCONJ
cet-14434	76	22	lai	lai	PROPN
cet-14434	76	23	values	value	NOUN
cet-14434	76	24	during	during	ADP
cet-14434	76	25	the	the	DET
cet-14434	76	26	period	period	NOUN
cet-14434	76	27	of	of	ADP
cet-14434	76	28	maximum	maximum	ADJ
cet-14434	76	29	plant	plant	NOUN
cet-14434	76	30	growth	growth	NOUN
cet-14434	76	31	,	,	PUNCT
cet-14434	76	32	where	where	SCONJ
cet-14434	76	33	,	,	PUNCT
cet-14434	76	34	according	accord	VERB
cet-14434	76	35	to	to	ADP
cet-14434	76	36	regression	regression	NOUN
cet-14434	76	37	statistics	statistic	NOUN
cet-14434	76	38	,	,	PUNCT
cet-14434	76	39	r²	r²	NOUN
cet-14434	76	40	=	=	SYM
cet-14434	76	41	0,89	0,89	NOUN
cet-14434	76	42	.	.	PUNCT
cet-14434	77	1	as	as	ADP
cet-14434	77	2	part	part	NOUN
cet-14434	77	3	of	of	ADP
cet-14434	77	4	this	this	DET
cet-14434	77	5	study	study	NOUN
cet-14434	77	6	,	,	PUNCT
cet-14434	77	7	lai	lai	PROPN
cet-14434	77	8	is	be	AUX
cet-14434	77	9	a	a	DET
cet-14434	77	10	suitable	suitable	ADJ
cet-14434	77	11	tool	tool	NOUN
cet-14434	77	12	for	for	ADP
cet-14434	77	13	diagnosing	diagnose	VERB
cet-14434	77	14	nitrogen	nitrogen	NOUN
cet-14434	77	15	content	content	NOUN
cet-14434	77	16	in	in	ADP
cet-14434	77	17	the	the	DET
cet-14434	77	18	seedbed	seedbed	NOUN
cet-14434	77	19	of	of	ADP
cet-14434	77	20	the	the	DET
cet-14434	77	21	soil	soil	NOUN
cet-14434	77	22	.	.	PUNCT
cet-14434	78	1	remote	remote	ADJ
cet-14434	78	2	monitoring	monitoring	NOUN
cet-14434	78	3	of	of	ADP
cet-14434	78	4	spectral	spectral	ADJ
cet-14434	78	5	responses	response	NOUN
cet-14434	78	6	of	of	ADP
cet-14434	78	7	plants	plant	NOUN
cet-14434	78	8	and	and	CCONJ
cet-14434	78	9	biophysical	biophysical	ADJ
cet-14434	78	10	parameters	parameter	NOUN
cet-14434	78	11	according	accord	VERB
cet-14434	78	12	to	to	ADP
cet-14434	78	13	remote	remote	ADJ
cet-14434	78	14	sensing	sense	VERB
cet-14434	78	15	data	datum	NOUN
cet-14434	78	16	makes	make	VERB
cet-14434	78	17	it	it	PRON
cet-14434	78	18	possible	possible	ADJ
cet-14434	78	19	to	to	PART
cet-14434	78	20	diagnose	diagnose	VERB
cet-14434	78	21	the	the	DET
cet-14434	78	22	content	content	NOUN
cet-14434	78	23	of	of	ADP
cet-14434	78	24	nitrate	nitrate	NOUN
cet-14434	78	25	nitrogen	nitrogen	NOUN
cet-14434	78	26	in	in	ADP
cet-14434	78	27	the	the	DET
cet-14434	78	28	soil	soil	NOUN
cet-14434	78	29	.	.	PUNCT
cet-14434	79	1	acknowledgments	acknowledgment	NOUN
cet-14434	79	2	this	this	DET
cet-14434	79	3	research	research	NOUN
cet-14434	79	4	has	have	AUX
cet-14434	79	5	been	be	AUX
cet-14434	79	6	/	/	PUNCT
cet-14434	79	7	was	be	AUX
cet-14434	79	8	/	/	PUNCT
cet-14434	79	9	is	be	AUX
cet-14434	79	10	funded	fund	VERB
cet-14434	79	11	by	by	ADP
cet-14434	79	12	the	the	DET
cet-14434	79	13	science	science	PROPN
cet-14434	79	14	committee	committee	PROPN
cet-14434	79	15	of	of	ADP
cet-14434	79	16	the	the	DET
cet-14434	79	17	ministry	ministry	PROPN
cet-14434	79	18	of	of	ADP
cet-14434	79	19	science	science	PROPN
cet-14434	79	20	and	and	CCONJ
cet-14434	79	21	higher	high	ADJ
cet-14434	79	22	education	education	NOUN
cet-14434	79	23	of	of	ADP
cet-14434	79	24	the	the	DET
cet-14434	79	25	republic	republic	NOUN
cet-14434	79	26	of	of	ADP
cet-14434	79	27	kazakhstan	kazakhstan	PROPN
cet-14434	79	28	(	(	PUNCT
cet-14434	79	29	grant	grant	VERB
cet-14434	79	30	no	no	INTJ
cet-14434	79	31	.	.	PUNCT
cet-14434	80	1	ap19679364	ap19679364	PROPN
cet-14434	80	2	)	)	PUNCT
cet-14434	80	3	.	.	PUNCT
cet-14434	81	1	references	reference	NOUN
cet-14434	81	2	ahdb	ahdb	PROPN
cet-14434	81	3	,	,	PUNCT
cet-14434	81	4	2018	2018	NUM
cet-14434	81	5	,	,	PUNCT
cet-14434	81	6	wheat	wheat	NOUN
cet-14434	81	7	growth	growth	NOUN
cet-14434	81	8	guide	guide	NOUN
cet-14434	81	9	,	,	PUNCT
cet-14434	81	10	in	in	ADP
cet-14434	81	11	ahdb	ahdb	PROPN
cet-14434	81	12	cereals	cereals	PROPN
cet-14434	81	13	&	&	CCONJ
cet-14434	81	14	oilseeds	oilseeds	PROPN
cet-14434	81	15	(	(	PUNCT
cet-14434	81	16	agriculture	agriculture	NOUN
cet-14434	81	17	and	and	CCONJ
cet-14434	81	18	horticulture	horticulture	PROPN
cet-14434	81	19	development	development	PROPN
cet-14434	81	20	board	board	PROPN
cet-14434	81	21	)	)	PUNCT
cet-14434	81	22	.	.	PUNCT
cet-14434	82	1	<	<	X
cet-14434	82	2	cereals.ahdb.org.uk/media/185687/g66wheat-growth-guide.pdf	cereals.ahdb.org.uk/media/185687/g66wheat-growth-guide.pdf	X
cet-14434	82	3	>	>	X
cet-14434	82	4	accessed	access	VERB
cet-14434	82	5	22.08.2023	22.08.2023	PROPN
cet-14434	82	6	.	.	PUNCT
cet-14434	83	1	baktybekov	baktybekov	PROPN
cet-14434	83	2	k.	k.	PROPN
cet-14434	83	3	,	,	PUNCT
cet-14434	83	4	kabzhanova	kabzhanova	PROPN
cet-14434	83	5	g.	g.	PROPN
cet-14434	83	6	,	,	PUNCT
cet-14434	83	7	aimbetov	aimbetov	PROPN
cet-14434	83	8	a.	a.	PROPN
cet-14434	83	9	,	,	PUNCT
cet-14434	83	10	kabdulova	kabdulova	PROPN
cet-14434	83	11	g.	g.	PROPN
cet-14434	83	12	,	,	PUNCT
cet-14434	83	13	rahimzhanov	rahimzhanov	PROPN
cet-14434	83	14	b.	b.	PROPN
cet-14434	83	15	,	,	PUNCT
cet-14434	83	16	zelenovskij	zelenovskij	PROPN
cet-14434	83	17	a.	a.	PROPN
cet-14434	83	18	,	,	PUNCT
cet-14434	83	19	2018	2018	NUM
cet-14434	83	20	,	,	PUNCT
cet-14434	83	21	the	the	DET
cet-14434	83	22	results	result	NOUN
cet-14434	83	23	of	of	ADP
cet-14434	83	24	the	the	DET
cet-14434	83	25	use	use	NOUN
cet-14434	83	26	of	of	ADP
cet-14434	83	27	space	space	NOUN
cet-14434	83	28	technologies	technology	NOUN
cet-14434	83	29	in	in	ADP
cet-14434	83	30	the	the	DET
cet-14434	83	31	management	management	NOUN
cet-14434	83	32	of	of	ADP
cet-14434	83	33	agricultural	agricultural	ADJ
cet-14434	83	34	resources	resource	NOUN
cet-14434	83	35	of	of	ADP
cet-14434	83	36	the	the	DET
cet-14434	83	37	republic	republic	NOUN
cet-14434	83	38	of	of	ADP
cet-14434	83	39	kazakhstan	kazakhstan	PROPN
cet-14434	83	40	,	,	PUNCT
cet-14434	83	41	18th	18th	ADJ
cet-14434	83	42	international	international	ADJ
cet-14434	83	43	scientific	scientific	ADJ
cet-14434	83	44	and	and	CCONJ
cet-14434	83	45	technical	technical	ADJ
cet-14434	83	46	conference	conference	NOUN
cet-14434	83	47	“	"	PUNCT
cet-14434	83	48	from	from	ADP
cet-14434	83	49	snapshot	snapshot	NOUN
cet-14434	83	50	to	to	ADP
cet-14434	83	51	digital	digital	ADJ
cet-14434	83	52	reality	reality	NOUN
cet-14434	83	53	:	:	PUNCT
cet-14434	83	54	remote	remote	ADJ
cet-14434	83	55	sensing	sensing	NOUN
cet-14434	83	56	of	of	ADP
cet-14434	83	57	the	the	DET
cet-14434	83	58	earth	earth	NOUN
cet-14434	83	59	and	and	CCONJ
cet-14434	83	60	photogrammetry	photogrammetry	NOUN
cet-14434	83	61	”	"	PUNCT
cet-14434	83	62	.	.	PUNCT
cet-14434	84	1	(	(	PUNCT
cet-14434	84	2	in	in	ADP
cet-14434	84	3	russian	russian	ADJ
cet-14434	84	4	)	)	PUNCT
cet-14434	84	5	bell	bell	PROPN
cet-14434	84	6	m.	m.	PROPN
cet-14434	84	7	a.	a.	PROPN
cet-14434	84	8	,	,	PUNCT
cet-14434	84	9	fischer	fischer	PROPN
cet-14434	84	10	r.	r.	PROPN
cet-14434	84	11	a.	a.	PROPN
cet-14434	84	12	,	,	PUNCT
cet-14434	84	13	1994	1994	NUM
cet-14434	84	14	,	,	PUNCT
cet-14434	84	15	guide	guide	VERB
cet-14434	84	16	to	to	PART
cet-14434	84	17	plant	plant	VERB
cet-14434	84	18	and	and	CCONJ
cet-14434	84	19	crop	crop	NOUN
cet-14434	84	20	sampling	sampling	NOUN
cet-14434	84	21	:	:	PUNCT
cet-14434	84	22	measurements	measurement	NOUN
cet-14434	84	23	and	and	CCONJ
cet-14434	84	24	observations	observation	NOUN
cet-14434	84	25	for	for	ADP
cet-14434	84	26	agronomic	agronomic	ADJ
cet-14434	84	27	and	and	CCONJ
cet-14434	84	28	physiological	physiological	ADJ
cet-14434	84	29	research	research	NOUN
cet-14434	84	30	in	in	ADP
cet-14434	84	31	small	small	ADJ
cet-14434	84	32	grain	grain	NOUN
cet-14434	84	33	cereals	cereal	NOUN
cet-14434	84	34	,	,	PUNCT
cet-14434	84	35	cimmyt	cimmyt	NOUN
cet-14434	84	36	.	.	PUNCT
cet-14434	85	1	buldakova	buldakova	PROPN
cet-14434	85	2	e.d	e.d	PROPN
cet-14434	85	3	.	.	PROPN
cet-14434	85	4	,	,	PUNCT
cet-14434	85	5	2021	2021	NUM
cet-14434	85	6	,	,	PUNCT
cet-14434	85	7	requirements	requirement	NOUN
cet-14434	85	8	for	for	ADP
cet-14434	85	9	remote	remote	ADJ
cet-14434	85	10	sensing	sense	VERB
cet-14434	85	11	data	datum	NOUN
cet-14434	85	12	for	for	ADP
cet-14434	85	13	determining	determine	VERB
cet-14434	85	14	the	the	DET
cet-14434	85	15	state	state	NOUN
cet-14434	85	16	of	of	ADP
cet-14434	85	17	vegetation	vegetation	NOUN
cet-14434	85	18	cover	cover	NOUN
cet-14434	85	19	//	//	NUM
cet-14434	85	20	bulletin	bulletin	NOUN
cet-14434	85	21	of	of	ADP
cet-14434	85	22	the	the	DET
cet-14434	85	23	magistracy	magistracy	NOUN
cet-14434	85	24	,	,	PUNCT
cet-14434	85	25	6	6	NUM
cet-14434	85	26	-	-	SYM
cet-14434	85	27	3(117	3(117	NUM
cet-14434	85	28	)	)	PUNCT
cet-14434	85	29	,	,	PUNCT
cet-14434	85	30	4–6	4–6	X
cet-14434	85	31	.	.	PUNCT
cet-14434	85	32	debaeke	debaeke	PROPN
cet-14434	85	33	p.	p.	PROPN
cet-14434	85	34	,	,	PUNCT
cet-14434	85	35	rouet	rouet	PROPN
cet-14434	85	36	p.	p.	PROPN
cet-14434	85	37	,	,	PUNCT
cet-14434	85	38	justes	justes	PROPN
cet-14434	85	39	e.	e.	PROPN
cet-14434	85	40	,	,	PUNCT
cet-14434	85	41	2006	2006	NUM
cet-14434	85	42	,	,	PUNCT
cet-14434	85	43	relationship	relationship	NOUN
cet-14434	85	44	between	between	ADP
cet-14434	85	45	the	the	DET
cet-14434	85	46	normalized	normalize	VERB
cet-14434	85	47	spad	spad	NOUN
cet-14434	85	48	index	index	NOUN
cet-14434	85	49	and	and	CCONJ
cet-14434	85	50	the	the	DET
cet-14434	85	51	nitrogen	nitrogen	PROPN
cet-14434	85	52	nutrition	nutrition	PROPN
cet-14434	85	53	index	index	NOUN
cet-14434	85	54	:	:	PUNCT
cet-14434	85	55	application	application	NOUN
cet-14434	85	56	to	to	ADP
cet-14434	85	57	durum	durum	ADJ
cet-14434	85	58	wheat	wheat	NOUN
cet-14434	85	59	,	,	PUNCT
cet-14434	85	60	journal	journal	NOUN
cet-14434	85	61	of	of	ADP
cet-14434	85	62	plant	plant	NOUN
cet-14434	85	63	nutrition	nutrition	NOUN
cet-14434	85	64	,	,	PUNCT
cet-14434	85	65	29	29	NUM
cet-14434	85	66	,	,	PUNCT
cet-14434	85	67	75–92	75–92	NUM
cet-14434	85	68	.	.	PUNCT
cet-14434	86	1	errecart	errecart	PROPN
cet-14434	86	2	p.	p.	PROPN
cet-14434	86	3	m.	m.	NOUN
cet-14434	86	4	,	,	PUNCT
cet-14434	86	5	agnusdei	agnusdei	PROPN
cet-14434	86	6	m.	m.	PROPN
cet-14434	86	7	g.	g.	PROPN
cet-14434	86	8	,	,	PUNCT
cet-14434	86	9	lattanzi	lattanzi	PROPN
cet-14434	86	10	f.	f.	PROPN
cet-14434	86	11	a.	a.	PROPN
cet-14434	86	12	,	,	PUNCT
cet-14434	86	13	marino	marino	PROPN
cet-14434	86	14	m.	m.	PROPN
cet-14434	86	15	a.	a.	PROPN
cet-14434	86	16	,	,	PUNCT
cet-14434	86	17	2012	2012	NUM
cet-14434	86	18	,	,	PUNCT
cet-14434	86	19	leaf	leaf	NOUN
cet-14434	86	20	nitrogen	nitrogen	NOUN
cet-14434	86	21	concentration	concentration	NOUN
cet-14434	86	22	and	and	CCONJ
cet-14434	86	23	chlorophyll	chlorophyll	NOUN
cet-14434	86	24	meter	meter	NOUN
cet-14434	86	25	readings	reading	NOUN
cet-14434	86	26	as	as	ADP
cet-14434	86	27	predictors	predictor	NOUN
cet-14434	86	28	of	of	ADP
cet-14434	86	29	tall	tall	ADJ
cet-14434	86	30	fescue	fescue	ADJ
cet-14434	86	31	nitrogen	nitrogen	PROPN
cet-14434	86	32	nutrition	nutrition	NOUN
cet-14434	86	33	status	status	NOUN
cet-14434	86	34	,	,	PUNCT
cet-14434	86	35	field	field	NOUN
cet-14434	86	36	crops	crop	NOUN
cet-14434	86	37	research	research	NOUN
cet-14434	86	38	,	,	PUNCT
cet-14434	86	39	129	129	NUM
cet-14434	86	40	,	,	PUNCT
cet-14434	86	41	46–58	46–58	NOUN
cet-14434	86	42	.	.	PUNCT
cet-14434	87	1	gorbatovskij	gorbatovskij	PROPN
cet-14434	87	2	a.v	a.v	PROPN
cet-14434	87	3	.	.	PROPN
cet-14434	87	4	,	,	PUNCT
cet-14434	87	5	gorbatovskaya	gorbatovskaya	PROPN
cet-14434	88	1	o.n	o.n	PROPN
cet-14434	88	2	.	.	PROPN
cet-14434	88	3	,	,	PUNCT
cet-14434	88	4	2010	2010	NUM
cet-14434	88	5	,	,	PUNCT
cet-14434	88	6	adaptive	adaptive	ADJ
cet-14434	88	7	intensification	intensification	NOUN
cet-14434	88	8	of	of	ADP
cet-14434	88	9	agriculture	agriculture	NOUN
cet-14434	88	10	:	:	PUNCT
cet-14434	88	11	principles	principle	NOUN
cet-14434	88	12	and	and	CCONJ
cet-14434	88	13	directions	direction	NOUN
cet-14434	88	14	.	.	PUNCT
cet-14434	89	1	economic	economic	ADJ
cet-14434	89	2	issues	issue	NOUN
cet-14434	89	3	of	of	ADP
cet-14434	89	4	the	the	DET
cet-14434	89	5	development	development	NOUN
cet-14434	89	6	of	of	ADP
cet-14434	89	7	agriculture	agriculture	NOUN
cet-14434	89	8	in	in	ADP
cet-14434	89	9	belarus	belarus	PROPN
cet-14434	89	10	,	,	PUNCT
cet-14434	89	11	38	38	NUM
cet-14434	89	12	,	,	PUNCT
cet-14434	89	13	76–84	76–84	NOUN
cet-14434	89	14	.	.	PUNCT
cet-14434	90	1	(	(	PUNCT
cet-14434	90	2	in	in	ADP
cet-14434	90	3	russian	russian	ADJ
cet-14434	90	4	)	)	PUNCT
cet-14434	90	5	isfan	isfan	PROPN
cet-14434	90	6	d.	d.	PROPN
cet-14434	90	7	,	,	PUNCT
cet-14434	90	8	zizka	zizka	PROPN
cet-14434	90	9	j.	j.	PROPN
cet-14434	90	10	,	,	PUNCT
cet-14434	90	11	d’avignon	d’avignon	PROPN
cet-14434	90	12	a.	a.	PROPN
cet-14434	90	13	,	,	PUNCT
cet-14434	90	14	deschênes	deschêne	NOUN
cet-14434	90	15	m.	m.	NOUN
cet-14434	90	16	,	,	PUNCT
cet-14434	90	17	1995	1995	NUM
cet-14434	90	18	,	,	PUNCT
cet-14434	90	19	relationships	relationship	NOUN
cet-14434	90	20	between	between	ADP
cet-14434	90	21	nitrogen	nitrogen	NOUN
cet-14434	90	22	rate	rate	NOUN
cet-14434	90	23	,	,	PUNCT
cet-14434	90	24	plant	plant	NOUN
cet-14434	90	25	nitrogen	nitrogen	NOUN
cet-14434	90	26	concentration	concentration	NOUN
cet-14434	90	27	,	,	PUNCT
cet-14434	90	28	yield	yield	NOUN
cet-14434	90	29	and	and	CCONJ
cet-14434	90	30	residual	residual	ADJ
cet-14434	90	31	soil	soil	NOUN
cet-14434	90	32	nitrate	nitrate	NOUN
cet-14434	90	33	-	-	PUNCT
cet-14434	90	34	nitrogen	nitrogen	NOUN
cet-14434	90	35	in	in	ADP
cet-14434	90	36	silage	silage	NOUN
cet-14434	90	37	corn	corn	NOUN
cet-14434	90	38	,	,	PUNCT
cet-14434	90	39	communications	communication	NOUN
cet-14434	90	40	in	in	ADP
cet-14434	90	41	soil	soil	NOUN
cet-14434	90	42	science	science	NOUN
cet-14434	90	43	and	and	CCONJ
cet-14434	90	44	plant	plant	NOUN
cet-14434	90	45	analysis	analysis	NOUN
cet-14434	90	46	,	,	PUNCT
cet-14434	90	47	26	26	NUM
cet-14434	90	48	,	,	PUNCT
cet-14434	90	49	2531–2557	2531–2557	NUM
cet-14434	90	50	.	.	PUNCT
cet-14434	90	51	lark	lark	PROPN
cet-14434	90	52	r.m	r.m	PROPN
cet-14434	90	53	.	.	PROPN
cet-14434	90	54	,	,	PUNCT
cet-14434	90	55	2000	2000	NUM
cet-14434	90	56	,	,	PUNCT
cet-14434	90	57	estimating	estimate	VERB
cet-14434	90	58	variograms	variogram	NOUN
cet-14434	90	59	of	of	ADP
cet-14434	90	60	soil	soil	NOUN
cet-14434	90	61	properties	property	NOUN
cet-14434	90	62	by	by	ADP
cet-14434	90	63	the	the	DET
cet-14434	90	64	method	method	NOUN
cet-14434	90	65	-	-	PUNCT
cet-14434	90	66	ofmoments	ofmoment	NOUN
cet-14434	90	67	and	and	CCONJ
cet-14434	90	68	maximum	maximum	ADJ
cet-14434	90	69	likelihood	likelihood	NOUN
cet-14434	90	70	,	,	PUNCT
cet-14434	90	71	european	european	ADJ
cet-14434	90	72	journal	journal	NOUN
cet-14434	90	73	of	of	ADP
cet-14434	90	74	soil	soil	NOUN
cet-14434	90	75	science	science	NOUN
cet-14434	90	76	,	,	PUNCT
cet-14434	90	77	vol	vol	NOUN
cet-14434	90	78	51	51	NUM
cet-14434	90	79	,	,	PUNCT
cet-14434	90	80	717–728	717–728	NUM
cet-14434	90	81	.	.	PUNCT
cet-14434	90	82	mylnikov	mylnikov	PROPN
cet-14434	90	83	m.m	m.m	PROPN
cet-14434	90	84	.	.	PROPN
cet-14434	90	85	,	,	PUNCT
cet-14434	90	86	kulikova	kulikova	PROPN
cet-14434	90	87	o.v	o.v	PROPN
cet-14434	90	88	.	.	PROPN
cet-14434	90	89	,	,	PUNCT
cet-14434	90	90	2013	2013	NUM
cet-14434	90	91	,	,	PUNCT
cet-14434	90	92	correlation	correlation	NOUN
cet-14434	90	93	and	and	CCONJ
cet-14434	90	94	regression	regression	VERB
cet-14434	90	95	analysis	analysis	NOUN
cet-14434	90	96	of	of	ADP
cet-14434	90	97	quantitative	quantitative	ADJ
cet-14434	90	98	indicators	indicator	NOUN
cet-14434	90	99	of	of	ADP
cet-14434	90	100	educational	educational	ADJ
cet-14434	90	101	tasks	task	NOUN
cet-14434	90	102	,	,	PUNCT
cet-14434	90	103	modern	modern	ADJ
cet-14434	90	104	high	high	ADJ
cet-14434	90	105	-	-	PUNCT
cet-14434	90	106	tech	tech	NOUN
cet-14434	90	107	technologies	technology	NOUN
cet-14434	90	108	,	,	PUNCT
cet-14434	90	109	6	6	NUM
cet-14434	90	110	,	,	PUNCT
cet-14434	90	111	61–62	61–62	NUM
cet-14434	90	112	.	.	NOUN
cet-14434	90	113	myslyva	myslyva	PROPN
cet-14434	90	114	t.	t.	PROPN
cet-14434	90	115	,	,	PUNCT
cet-14434	90	116	kutsaeva	kutsaeva	PROPN
cet-14434	90	117	o.	o.	PROPN
cet-14434	90	118	,	,	PUNCT
cet-14434	90	119	2019	2019	NUM
cet-14434	90	120	,	,	PUNCT
cet-14434	90	121	efficiency	efficiency	NOUN
cet-14434	90	122	of	of	ADP
cet-14434	90	123	interpolation	interpolation	NOUN
cet-14434	90	124	methods	method	NOUN
cet-14434	90	125	based	base	VERB
cet-14434	90	126	on	on	ADP
cet-14434	90	127	gis	gis	PROPN
cet-14434	90	128	for	for	ADP
cet-14434	90	129	estimating	estimate	VERB
cet-14434	90	130	of	of	ADP
cet-14434	90	131	spatial	spatial	ADJ
cet-14434	90	132	distribution	distribution	NOUN
cet-14434	90	133	of	of	ADP
cet-14434	90	134	ph	ph	NOUN
cet-14434	90	135	in	in	ADP
cet-14434	90	136	soil	soil	NOUN
cet-14434	90	137	,	,	PUNCT
cet-14434	90	138	baltic	baltic	ADJ
cet-14434	90	139	surveying	surveying	NOUN
cet-14434	90	140	,	,	PUNCT
cet-14434	90	141	11	11	NUM
cet-14434	90	142	,	,	PUNCT
cet-14434	90	143	53–59	53–59	NUM
cet-14434	90	144	,	,	PUNCT
cet-14434	90	145	doi	doi	NOUN
cet-14434	90	146	:	:	PUNCT
cet-14434	90	147	10.22616	10.22616	NUM
cet-14434	90	148	/	/	SYM
cet-14434	90	149	j.balticsurveying.2019.017	j.balticsurveying.2019.017	PROPN
cet-14434	90	150	.	.	PUNCT
cet-14434	90	151	oliver	oliver	PROPN
cet-14434	90	152	v.a	v.a	PROPN
cet-14434	90	153	.	.	PROPN
cet-14434	90	154	,	,	PUNCT
cet-14434	90	155	kerry	kerry	PROPN
cet-14434	90	156	r.	r.	PROPN
cet-14434	90	157	,	,	PUNCT
cet-14434	90	158	frogbrook	frogbrook	VERB
cet-14434	90	159	z.l	z.l	PROPN
cet-14434	90	160	.	.	PROPN
cet-14434	90	161	,	,	PUNCT
cet-14434	90	162	2010	2010	NUM
cet-14434	90	163	,	,	PUNCT
cet-14434	90	164	sampling	sample	VERB
cet-14434	90	165	in	in	ADP
cet-14434	90	166	precision	precision	NOUN
cet-14434	90	167	agriculture	agriculture	NOUN
cet-14434	90	168	,	,	PUNCT
cet-14434	90	169	geostatistical	geostatistical	ADJ
cet-14434	90	170	applications	application	NOUN
cet-14434	90	171	for	for	ADP
cet-14434	90	172	precision	precision	NOUN
cet-14434	90	173	agriculture	agriculture	NOUN
cet-14434	90	174	,	,	PUNCT
cet-14434	90	175	springer	springer	NOUN
cet-14434	90	176	science	science	NOUN
cet-14434	90	177	+	+	CCONJ
cet-14434	90	178	business	business	NOUN
cet-14434	90	179	media	medium	NOUN
cet-14434	90	180	b.v	b.v	PROPN
cet-14434	90	181	.	.	PROPN
cet-14434	90	182	,	,	PUNCT
cet-14434	90	183	35–64	35–64	NUM
cet-14434	90	184	.	.	PUNCT
cet-14434	91	1	pask	pask	PROPN
cet-14434	91	2	a.	a.	PROPN
cet-14434	91	3	,	,	PUNCT
cet-14434	91	4	pietragalla	pietragalla	NOUN
cet-14434	91	5	j.	j.	PROPN
cet-14434	91	6	,	,	PUNCT
cet-14434	91	7	mullan	mullan	PROPN
cet-14434	91	8	d.	d.	PROPN
cet-14434	91	9	,	,	PUNCT
cet-14434	91	10	2012	2012	NUM
cet-14434	91	11	,	,	PUNCT
cet-14434	91	12	physiological	physiological	ADJ
cet-14434	91	13	breeding	breeding	NOUN
cet-14434	91	14	ii	ii	PROPN
cet-14434	91	15	:	:	PUNCT
cet-14434	91	16	a	a	DET
cet-14434	91	17	field	field	NOUN
cet-14434	91	18	guide	guide	NOUN
cet-14434	91	19	to	to	ADP
cet-14434	91	20	wheat	wheat	NOUN
cet-14434	91	21	phenotyping	phenotyping	NOUN
cet-14434	91	22	,	,	PUNCT
cet-14434	91	23	cimmyt	cimmyt	NOUN
cet-14434	91	24	,	,	PUNCT
cet-14434	91	25	mexico	mexico	PROPN
cet-14434	91	26	,	,	PUNCT
cet-14434	91	27	doi	doi	NOUN
cet-14434	91	28	:	:	PUNCT
cet-14434	91	29	10.1017	10.1017	NUM
cet-14434	91	30	/	/	SYM
cet-14434	91	31	cbo9781107415324.004	cbo9781107415324.004	PROPN
cet-14434	91	32	.	.	PUNCT
cet-14434	92	1	sarsenova	sarsenova	PROPN
cet-14434	92	2	a.a	a.a	PROPN
cet-14434	92	3	.	.	PROPN
cet-14434	92	4	,	,	PUNCT
cet-14434	92	5	2021	2021	NUM
cet-14434	92	6	,	,	PUNCT
cet-14434	92	7	sustainable	sustainable	ADJ
cet-14434	92	8	management	management	NOUN
cet-14434	92	9	of	of	ADP
cet-14434	92	10	industrial	industrial	ADJ
cet-14434	92	11	waste	waste	NOUN
cet-14434	92	12	to	to	PART
cet-14434	92	13	increase	increase	VERB
cet-14434	92	14	soil	soil	NOUN
cet-14434	92	15	fertility	fertility	NOUN
cet-14434	92	16	,	,	PUNCT
cet-14434	92	17	study	study	NOUN
cet-14434	92	18	guide	guide	NOUN
cet-14434	92	19	,	,	PUNCT
cet-14434	92	20	almaty	almaty	PROPN
cet-14434	92	21	,	,	PUNCT
cet-14434	92	22	100	100	NUM
cet-14434	92	23	.	.	PUNCT
cet-14434	93	1	(	(	PUNCT
cet-14434	93	2	in	in	ADP
cet-14434	93	3	russian	russian	ADJ
cet-14434	93	4	)	)	PUNCT
cet-14434	93	5	ziadi	ziadi	PROPN
cet-14434	93	6	n.	n.	NOUN
cet-14434	93	7	,	,	PUNCT
cet-14434	93	8	brassard	brassard	PROPN
cet-14434	93	9	m.	m.	NOUN
cet-14434	93	10	,	,	PUNCT
cet-14434	93	11	bélanger	bélanger	NOUN
cet-14434	93	12	g.	g.	NOUN
cet-14434	93	13	,	,	PUNCT
cet-14434	93	14	claessens	claessen	VERB
cet-14434	93	15	a.	a.	NOUN
cet-14434	93	16	,	,	PUNCT
cet-14434	93	17	tremblay	tremblay	VERB
cet-14434	93	18	n.	n.	PROPN
cet-14434	93	19	,	,	PUNCT
cet-14434	93	20	cambouris	cambouris	PROPN
cet-14434	93	21	a.	a.	PROPN
cet-14434	93	22	n.	n.	PROPN
cet-14434	93	23	,	,	PUNCT
cet-14434	93	24	nolin	nolin	PROPN
cet-14434	93	25	m.	m.	PROPN
cet-14434	93	26	c.	c.	PROPN
cet-14434	93	27	,	,	PUNCT
cet-14434	93	28	parent	parent	NOUN
cet-14434	93	29	l.	l.	PROPN
cet-14434	93	30	é	é	PROPN
cet-14434	93	31	.	.	PROPN
cet-14434	93	32	,	,	PUNCT
cet-14434	93	33	2008	2008	NUM
cet-14434	93	34	,	,	PUNCT
cet-14434	93	35	chlorophyll	chlorophyll	NOUN
cet-14434	93	36	measurements	measurement	NOUN
cet-14434	93	37	and	and	CCONJ
cet-14434	93	38	nitrogen	nitrogen	PROPN
cet-14434	93	39	nutrition	nutrition	NOUN
cet-14434	93	40	index	index	NOUN
cet-14434	93	41	for	for	ADP
cet-14434	93	42	the	the	DET
cet-14434	93	43	evaluation	evaluation	NOUN
cet-14434	93	44	of	of	ADP
cet-14434	93	45	corn	corn	NOUN
cet-14434	93	46	nitrogen	nitrogen	NOUN
cet-14434	93	47	status	status	NOUN
cet-14434	93	48	,	,	PUNCT
cet-14434	93	49	agronomy	agronomy	NOUN
cet-14434	93	50	journal	journal	NOUN
cet-14434	93	51	,	,	PUNCT
cet-14434	93	52	100	100	NUM
cet-14434	93	53	,	,	PUNCT
cet-14434	93	54	1264–1273	1264–1273	NUM
cet-14434	93	55	.	.	PUNCT
cet-14434	94	1	66	66	NUM
cet-14434	94	2	251kabzhanova.pdf	251kabzhanova.pdf	NUM
cet-14434	94	3	analysis	analysis	NOUN
cet-14434	94	4	of	of	ADP
cet-14434	94	5	the	the	DET
cet-14434	94	6	content	content	NOUN
cet-14434	94	7	of	of	ADP
cet-14434	94	8	nutrients	nutrient	NOUN
cet-14434	94	9	in	in	ADP
cet-14434	94	10	the	the	DET
cet-14434	94	11	southern	southern	ADJ
cet-14434	94	12	chernozem	chernozem	NOUN
cet-14434	94	13	of	of	ADP
cet-14434	94	14	kazakhstan	kazakhstan	PROPN
cet-14434	94	15	based	base	VERB
cet-14434	94	16	on	on	ADP
cet-14434	94	17	remote	remote	ADJ
cet-14434	94	18	sensing	sense	VERB
cet-14434	94	19	data	datum	NOUN