id	sid	tid	token	lemma	pos
cet-12763	1	1	pres22_0231.docx	pres22_0231.docx	PROPN
cet-12763	1	2	doi	doi	NOUN
cet-12763	1	3	:	:	PUNCT
cet-12763	1	4	10.3303	10.3303	NUM
cet-12763	1	5	/	/	SYM
cet-12763	1	6	cet2294206	cet2294206	PROPN
cet-12763	1	7	paper	paper	NOUN
cet-12763	1	8	received	receive	VERB
cet-12763	1	9	:	:	PUNCT
cet-12763	1	10	07	07	NUM
cet-12763	1	11	april	april	PROPN
cet-12763	1	12	2022	2022	NUM
cet-12763	1	13	;	;	PUNCT
cet-12763	1	14	revised	revise	VERB
cet-12763	1	15	:	:	PUNCT
cet-12763	1	16	20	20	NUM
cet-12763	1	17	april	april	PROPN
cet-12763	1	18	2022	2022	NUM
cet-12763	1	19	;	;	PUNCT
cet-12763	1	20	accepted	accept	VERB
cet-12763	1	21	:	:	PUNCT
cet-12763	1	22	25	25	NUM
cet-12763	1	23	april	april	PROPN
cet-12763	1	24	2022	2022	NUM
cet-12763	1	25	please	please	INTJ
cet-12763	1	26	cite	cite	VERB
cet-12763	1	27	this	this	DET
cet-12763	1	28	article	article	NOUN
cet-12763	1	29	as	as	ADP
cet-12763	1	30	:	:	PUNCT
cet-12763	1	31	kabzhanova	kabzhanova	PROPN
cet-12763	1	32	g.r	g.r	PROPN
cet-12763	1	33	.	.	PROPN
cet-12763	1	34	,	,	PUNCT
cet-12763	1	35	sadenova	sadenova	PROPN
cet-12763	2	1	m.a	m.a	PROPN
cet-12763	2	2	.	.	PROPN
cet-12763	2	3	,	,	PUNCT
cet-12763	2	4	beisekenov	beisekenov	PROPN
cet-12763	2	5	n.a	n.a	PROPN
cet-12763	2	6	.	.	PROPN
cet-12763	2	7	,	,	PUNCT
cet-12763	2	8	bissembayev	bissembayev	PROPN
cet-12763	2	9	a.t	a.t	PROPN
cet-12763	2	10	.	.	PROPN
cet-12763	2	11	,	,	PUNCT
cet-12763	2	12	2022	2022	NUM
cet-12763	2	13	,	,	PUNCT
cet-12763	2	14	efficiency	efficiency	NOUN
cet-12763	2	15	of	of	ADP
cet-12763	2	16	using	use	VERB
cet-12763	2	17	earth	earth	NOUN
cet-12763	2	18	remote	remote	ADJ
cet-12763	2	19	sensing	sense	VERB
cet-12763	2	20	data	datum	NOUN
cet-12763	2	21	for	for	ADP
cet-12763	2	22	the	the	DET
cet-12763	2	23	rational	rational	ADJ
cet-12763	2	24	use	use	NOUN
cet-12763	2	25	of	of	ADP
cet-12763	2	26	agricultural	agricultural	ADJ
cet-12763	2	27	land	land	NOUN
cet-12763	2	28	,	,	PUNCT
cet-12763	2	29	chemical	chemical	NOUN
cet-12763	2	30	engineering	engineering	NOUN
cet-12763	2	31	transactions	transaction	NOUN
cet-12763	2	32	,	,	PUNCT
cet-12763	2	33	94	94	NUM
cet-12763	2	34	,	,	PUNCT
cet-12763	2	35	1237	1237	NUM
cet-12763	2	36	-	-	SYM
cet-12763	2	37	1242	1242	NUM
cet-12763	2	38	doi:10.3303	doi:10.3303	NOUN
cet-12763	2	39	/	/	SYM
cet-12763	2	40	cet2294206	cet2294206	NOUN
cet-12763	2	41	chemical	chemical	PROPN
cet-12763	2	42	engineering	engineering	NOUN
cet-12763	2	43	transactions	transaction	NOUN
cet-12763	2	44	vol	vol	NOUN
cet-12763	2	45	.	.	PROPN
cet-12763	2	46	94	94	NUM
cet-12763	2	47	,	,	PUNCT
cet-12763	2	48	2022	2022	NUM
cet-12763	2	49	a	a	DET
cet-12763	2	50	publication	publication	NOUN
cet-12763	2	51	of	of	ADP
cet-12763	2	52	the	the	DET
cet-12763	2	53	italian	italian	ADJ
cet-12763	2	54	association	association	NOUN
cet-12763	2	55	of	of	ADP
cet-12763	2	56	chemical	chemical	PROPN
cet-12763	2	57	engineering	engineering	NOUN
cet-12763	2	58	online	online	ADV
cet-12763	2	59	at	at	ADP
cet-12763	2	60	www.cetjournal.it	www.cetjournal.it	PROPN
cet-12763	2	61	guest	guest	NOUN
cet-12763	2	62	editors	editor	NOUN
cet-12763	2	63	:	:	PUNCT
cet-12763	2	64	petar	petar	PROPN
cet-12763	2	65	s.	s.	PROPN
cet-12763	2	66	varbanov	varbanov	PROPN
cet-12763	2	67	,	,	PUNCT
cet-12763	2	68	yee	yee	PROPN
cet-12763	2	69	van	van	PROPN
cet-12763	2	70	fan	fan	PROPN
cet-12763	2	71	,	,	PUNCT
cet-12763	2	72	jiří	jiří	NOUN
cet-12763	2	73	j.	j.	PROPN
cet-12763	2	74	klemeš	klemeš	PROPN
cet-12763	2	75	,	,	PUNCT
cet-12763	2	76	sandro	sandro	PROPN
cet-12763	2	77	nižetić	nižetić	PROPN
cet-12763	2	78	copyright	copyright	NOUN
cet-12763	2	79	©	©	PROPN
cet-12763	2	80	2022	2022	NUM
cet-12763	2	81	,	,	PUNCT
cet-12763	2	82	aidic	aidic	ADJ
cet-12763	2	83	servizi	servizi	PROPN
cet-12763	2	84	s.r.l	s.r.l	PROPN
cet-12763	2	85	.	.	PUNCT
cet-12763	3	1	isbn	isbn	ADJ
cet-12763	3	2	978	978	NUM
cet-12763	3	3	-	-	SYM
cet-12763	3	4	88	88	NUM
cet-12763	3	5	-	-	PUNCT
cet-12763	3	6	95608	95608	NUM
cet-12763	3	7	-	-	PUNCT
cet-12763	3	8	93	93	NUM
cet-12763	3	9	-	-	SYM
cet-12763	3	10	8	8	NUM
cet-12763	3	11	;	;	PUNCT
cet-12763	3	12	issn	issn	PROPN
cet-12763	3	13	2283	2283	NUM
cet-12763	3	14	-	-	SYM
cet-12763	3	15	9216	9216	NUM
cet-12763	3	16	efficiency	efficiency	NOUN
cet-12763	3	17	of	of	ADP
cet-12763	3	18	using	use	VERB
cet-12763	3	19	earth	earth	NOUN
cet-12763	3	20	remote	remote	ADJ
cet-12763	3	21	sensing	sense	VERB
cet-12763	3	22	data	datum	NOUN
cet-12763	3	23	for	for	ADP
cet-12763	3	24	the	the	DET
cet-12763	3	25	rational	rational	ADJ
cet-12763	3	26	use	use	NOUN
cet-12763	3	27	of	of	ADP
cet-12763	3	28	agricultural	agricultural	ADJ
cet-12763	3	29	land	land	NOUN
cet-12763	3	30	gulnara	gulnara	PROPN
cet-12763	3	31	rashidenovna	rashidenovna	PROPN
cet-12763	3	32	kabzhanovaa	kabzhanovaa	PROPN
cet-12763	3	33	,	,	PUNCT
cet-12763	3	34	marzhan	marzhan	PROPN
cet-12763	3	35	anuarbekovna	anuarbekovna	VERB
cet-12763	3	36	sadenovab	sadenovab	PROPN
cet-12763	3	37	,	,	PUNCT
cet-12763	3	38	nail	nail	NOUN
cet-12763	3	39	alikuly	alikuly	NOUN
cet-12763	3	40	beisekenovb	beisekenovb	NOUN
cet-12763	3	41	,	,	PUNCT
cet-12763	3	42	anuarbek	anuarbek	PROPN
cet-12763	3	43	temirbekovich	temirbekovich	PROPN
cet-12763	3	44	bissembayevс	bissembayevс	PROPN
cet-12763	3	45	ajsc	ajsc	NOUN
cet-12763	3	46	“	"	PUNCT
cet-12763	3	47	national	national	ADJ
cet-12763	3	48	company	company	NOUN
cet-12763	3	49	“	"	PUNCT
cet-12763	3	50	kazakhstan	kazakhstan	PROPN
cet-12763	3	51	gharysh	gharysh	PROPN
cet-12763	3	52	sapary”,turan	sapary”,turan	PROPN
cet-12763	3	53	,	,	PUNCT
cet-12763	3	54	89	89	NUM
cet-12763	3	55	,	,	PUNCT
cet-12763	3	56	010000	010000	NUM
cet-12763	3	57	nur	nur	ADJ
cet-12763	3	58	-	-	PUNCT
cet-12763	3	59	sultan	sultan	ADJ
cet-12763	3	60	,	,	PUNCT
cet-12763	3	61	kazakhstan	kazakhstan	PROPN
cet-12763	3	62	bpriority	bpriority	PROPN
cet-12763	3	63	department	department	PROPN
cet-12763	3	64	centre	centre	PROPN
cet-12763	3	65	«	«	PUNCT
cet-12763	3	66	veritas	verita	NOUN
cet-12763	3	67	»	»	PUNCT
cet-12763	3	68	d.	d.	PROPN
cet-12763	3	69	serikbayev	serikbayev	PROPN
cet-12763	3	70	east	east	PROPN
cet-12763	3	71	kazakhstan	kazakhstan	PROPN
cet-12763	3	72	technical	technical	PROPN
cet-12763	3	73	university	university	PROPN
cet-12763	3	74	,	,	PUNCT
cet-12763	3	75	19	19	NUM
cet-12763	3	76	serikbayev	serikbayev	NOUN
cet-12763	3	77	str	str	NOUN
cet-12763	3	78	.	.	PUNCT
cet-12763	3	79	070000	070000	NUM
cet-12763	4	1	ust	ust	ADV
cet-12763	4	2	-	-	PUNCT
cet-12763	4	3	kamenogorsk	kamenogorsk	VERB
cet-12763	4	4	,	,	PUNCT
cet-12763	4	5	kazakhstan	kazakhstan	PROPN
cet-12763	4	6	сresearch	сresearch	PROPN
cet-12763	4	7	and	and	CCONJ
cet-12763	4	8	production	production	NOUN
cet-12763	4	9	center	center	NOUN
cet-12763	4	10	for	for	ADP
cet-12763	4	11	animal	animal	NOUN
cet-12763	4	12	husbandry	husbandry	NOUN
cet-12763	4	13	and	and	CCONJ
cet-12763	4	14	veterinary	veterinary	ADJ
cet-12763	4	15	medicine	medicine	NOUN
cet-12763	4	16	,	,	PUNCT
cet-12763	4	17	40	40	NUM
cet-12763	4	18	kenesary	kenesary	ADJ
cet-12763	4	19	street	street	NOUN
cet-12763	4	20	,	,	PUNCT
cet-12763	4	21	010000	010000	NUM
cet-12763	4	22	nur	nur	ADJ
cet-12763	4	23	-	-	PUNCT
cet-12763	4	24	sultan	sultan	ADJ
cet-12763	4	25	,	,	PUNCT
cet-12763	4	26	kazakhstan	kazakhstan	PROPN
cet-12763	4	27	msadenova@ektu.kz	msadenova@ektu.kz	PROPN
cet-12763	5	1	the	the	DET
cet-12763	5	2	study	study	NOUN
cet-12763	5	3	of	of	ADP
cet-12763	5	4	agricultural	agricultural	ADJ
cet-12763	5	5	production	production	NOUN
cet-12763	5	6	and	and	CCONJ
cet-12763	5	7	land	land	NOUN
cet-12763	5	8	use	use	NOUN
cet-12763	5	9	in	in	ADP
cet-12763	5	10	the	the	DET
cet-12763	5	11	north	north	NOUN
cet-12763	5	12	-	-	PUNCT
cet-12763	5	13	east	east	NOUN
cet-12763	5	14	of	of	ADP
cet-12763	5	15	kazakhstan	kazakhstan	PROPN
cet-12763	5	16	is	be	AUX
cet-12763	5	17	based	base	VERB
cet-12763	5	18	on	on	ADP
cet-12763	5	19	the	the	DET
cet-12763	5	20	data	datum	NOUN
cet-12763	5	21	obtained	obtain	VERB
cet-12763	5	22	after	after	ADP
cet-12763	5	23	processing	process	VERB
cet-12763	5	24	medium	medium	ADJ
cet-12763	5	25	spatial	spatial	ADJ
cet-12763	5	26	resolution	resolution	NOUN
cet-12763	5	27	space	space	NOUN
cet-12763	5	28	images	image	NOUN
cet-12763	5	29	of	of	ADP
cet-12763	5	30	kazakh	kazakh	PROPN
cet-12763	5	31	(	(	PUNCT
cet-12763	5	32	kazeosat-2	kazeosat-2	PROPN
cet-12763	5	33	,	,	PUNCT
cet-12763	5	34	kazstsat	kazstsat	VERB
cet-12763	5	35	)	)	PUNCT
cet-12763	5	36	and	and	CCONJ
cet-12763	5	37	foreign	foreign	ADJ
cet-12763	5	38	(	(	PUNCT
cet-12763	5	39	sentinel-2	sentinel-2	NUM
cet-12763	5	40	,	,	PUNCT
cet-12763	5	41	landsat-8	landsat-8	NUM
cet-12763	5	42	)	)	PUNCT
cet-12763	5	43	satellites	satellite	NOUN
cet-12763	5	44	for	for	ADP
cet-12763	5	45	the	the	DET
cet-12763	5	46	period	period	NOUN
cet-12763	5	47	from	from	ADP
cet-12763	5	48	may	may	PROPN
cet-12763	5	49	to	to	ADP
cet-12763	5	50	september	september	PROPN
cet-12763	5	51	2017	2017	NUM
cet-12763	5	52	2021	2021	NUM
cet-12763	5	53	.	.	PUNCT
cet-12763	6	1	it	it	PRON
cet-12763	6	2	is	be	AUX
cet-12763	6	3	shown	show	VERB
cet-12763	6	4	that	that	SCONJ
cet-12763	6	5	the	the	DET
cet-12763	6	6	use	use	NOUN
cet-12763	6	7	of	of	ADP
cet-12763	6	8	methods	method	NOUN
cet-12763	6	9	of	of	ADP
cet-12763	6	10	objective	objective	ADJ
cet-12763	6	11	remote	remote	ADJ
cet-12763	6	12	sensing	sensing	NOUN
cet-12763	6	13	allows	allow	VERB
cet-12763	6	14	for	for	ADP
cet-12763	6	15	comprehensive	comprehensive	ADJ
cet-12763	6	16	monitoring	monitoring	NOUN
cet-12763	6	17	of	of	ADP
cet-12763	6	18	agricultural	agricultural	ADJ
cet-12763	6	19	land	land	NOUN
cet-12763	6	20	of	of	ADP
cet-12763	6	21	the	the	DET
cet-12763	6	22	country	country	NOUN
cet-12763	6	23	.	.	PUNCT
cet-12763	7	1	the	the	DET
cet-12763	7	2	authors	author	NOUN
cet-12763	7	3	have	have	AUX
cet-12763	7	4	developed	develop	VERB
cet-12763	7	5	scientifically	scientifically	ADV
cet-12763	7	6	substantiated	substantiate	VERB
cet-12763	7	7	methods	method	NOUN
cet-12763	7	8	of	of	ADP
cet-12763	7	9	evaluation	evaluation	NOUN
cet-12763	7	10	of	of	ADP
cet-12763	7	11	the	the	DET
cet-12763	7	12	main	main	ADJ
cet-12763	7	13	indicators	indicator	NOUN
cet-12763	7	14	of	of	ADP
cet-12763	7	15	pastures	pasture	NOUN
cet-12763	7	16	with	with	ADP
cet-12763	7	17	a	a	DET
cet-12763	7	18	total	total	ADJ
cet-12763	7	19	area	area	NOUN
cet-12763	7	20	of	of	ADP
cet-12763	7	21	8,127,000	8,127,000	NUM
cet-12763	7	22	ha	ha	INTJ
cet-12763	7	23	and	and	CCONJ
cet-12763	7	24	crops	crop	NOUN
cet-12763	7	25	with	with	ADP
cet-12763	7	26	an	an	DET
cet-12763	7	27	area	area	NOUN
cet-12763	7	28	of	of	ADP
cet-12763	7	29	1,211,000	1,211,000	NUM
cet-12763	7	30	ha	ha	INTJ
cet-12763	7	31	in	in	ADP
cet-12763	7	32	the	the	DET
cet-12763	7	33	steppe	steppe	NOUN
cet-12763	7	34	and	and	CCONJ
cet-12763	7	35	arid	arid	NOUN
cet-12763	7	36	-	-	PUNCT
cet-12763	7	37	steppe	steppe	NOUN
cet-12763	7	38	zones	zone	NOUN
cet-12763	7	39	of	of	ADP
cet-12763	7	40	pavlodar	pavlodar	NOUN
cet-12763	7	41	region	region	NOUN
cet-12763	7	42	of	of	ADP
cet-12763	7	43	kazakhstan	kazakhstan	PROPN
cet-12763	7	44	.	.	PUNCT
cet-12763	8	1	1	1	X
cet-12763	8	2	.	.	X
cet-12763	8	3	introduction	introduction	NOUN
cet-12763	8	4	one	one	NUM
cet-12763	8	5	of	of	ADP
cet-12763	8	6	the	the	DET
cet-12763	8	7	main	main	ADJ
cet-12763	8	8	directions	direction	NOUN
cet-12763	8	9	of	of	ADP
cet-12763	8	10	using	use	VERB
cet-12763	8	11	remote	remote	ADJ
cet-12763	8	12	sensing	sensing	NOUN
cet-12763	8	13	(	(	PUNCT
cet-12763	8	14	rs	rs	NOUN
cet-12763	8	15	)	)	PUNCT
cet-12763	8	16	data	datum	NOUN
cet-12763	8	17	in	in	ADP
cet-12763	8	18	agriculture	agriculture	NOUN
cet-12763	8	19	is	be	AUX
cet-12763	8	20	the	the	DET
cet-12763	8	21	analysis	analysis	NOUN
cet-12763	8	22	of	of	ADP
cet-12763	8	23	the	the	DET
cet-12763	8	24	effectiveness	effectiveness	NOUN
cet-12763	8	25	of	of	ADP
cet-12763	8	26	agricultural	agricultural	ADJ
cet-12763	8	27	land	land	NOUN
cet-12763	8	28	use	use	NOUN
cet-12763	8	29	.	.	PUNCT
cet-12763	9	1	since	since	SCONJ
cet-12763	9	2	the	the	DET
cet-12763	9	3	1990s	1990	NOUN
cet-12763	9	4	and	and	CCONJ
cet-12763	9	5	up	up	ADP
cet-12763	9	6	to	to	ADP
cet-12763	9	7	the	the	DET
cet-12763	9	8	present	present	ADJ
cet-12763	9	9	time	time	NOUN
cet-12763	9	10	in	in	ADP
cet-12763	9	11	kazakhstan	kazakhstan	PROPN
cet-12763	9	12	,	,	PUNCT
cet-12763	9	13	there	there	PRON
cet-12763	9	14	have	have	AUX
cet-12763	9	15	been	be	AUX
cet-12763	9	16	constant	constant	ADJ
cet-12763	9	17	transformations	transformation	NOUN
cet-12763	9	18	in	in	ADP
cet-12763	9	19	the	the	DET
cet-12763	9	20	use	use	NOUN
cet-12763	9	21	of	of	ADP
cet-12763	9	22	agricultural	agricultural	ADJ
cet-12763	9	23	land	land	NOUN
cet-12763	9	24	due	due	ADP
cet-12763	9	25	to	to	ADP
cet-12763	9	26	political	political	ADJ
cet-12763	9	27	,	,	PUNCT
cet-12763	9	28	economic	economic	ADJ
cet-12763	9	29	,	,	PUNCT
cet-12763	9	30	environmental	environmental	ADJ
cet-12763	9	31	and	and	CCONJ
cet-12763	9	32	other	other	ADJ
cet-12763	9	33	aspects	aspect	NOUN
cet-12763	9	34	.	.	PUNCT
cet-12763	10	1	the	the	DET
cet-12763	10	2	issue	issue	NOUN
cet-12763	10	3	of	of	ADP
cet-12763	10	4	rational	rational	ADJ
cet-12763	10	5	use	use	NOUN
cet-12763	10	6	of	of	ADP
cet-12763	10	7	land	land	NOUN
cet-12763	10	8	resources	resource	NOUN
cet-12763	10	9	occupies	occupy	VERB
cet-12763	10	10	a	a	DET
cet-12763	10	11	key	key	ADJ
cet-12763	10	12	place	place	NOUN
cet-12763	10	13	in	in	ADP
cet-12763	10	14	the	the	DET
cet-12763	10	15	state	state	NOUN
cet-12763	10	16	policy	policy	NOUN
cet-12763	10	17	in	in	ADP
cet-12763	10	18	the	the	DET
cet-12763	10	19	sphere	sphere	NOUN
cet-12763	10	20	of	of	ADP
cet-12763	10	21	agriculture	agriculture	NOUN
cet-12763	10	22	of	of	ADP
cet-12763	10	23	the	the	DET
cet-12763	10	24	country	country	NOUN
cet-12763	10	25	.	.	PUNCT
cet-12763	11	1	land	land	NOUN
cet-12763	11	2	resources	resource	NOUN
cet-12763	11	3	of	of	ADP
cet-12763	11	4	the	the	DET
cet-12763	11	5	country	country	NOUN
cet-12763	11	6	,	,	PUNCT
cet-12763	11	7	as	as	ADP
cet-12763	11	8	a	a	DET
cet-12763	11	9	spatially	spatially	ADV
cet-12763	11	10	extended	extend	VERB
cet-12763	11	11	object	object	NOUN
cet-12763	11	12	,	,	PUNCT
cet-12763	11	13	require	require	VERB
cet-12763	11	14	considerable	considerable	ADJ
cet-12763	11	15	funds	fund	NOUN
cet-12763	11	16	and	and	CCONJ
cet-12763	11	17	efforts	effort	NOUN
cet-12763	11	18	for	for	ADP
cet-12763	11	19	management	management	NOUN
cet-12763	11	20	and	and	CCONJ
cet-12763	11	21	control	control	NOUN
cet-12763	11	22	,	,	PUNCT
cet-12763	11	23	therefore	therefore	ADV
cet-12763	11	24	measures	measure	NOUN
cet-12763	11	25	on	on	ADP
cet-12763	11	26	active	active	ADJ
cet-12763	11	27	implementation	implementation	NOUN
cet-12763	11	28	of	of	ADP
cet-12763	11	29	remote	remote	ADJ
cet-12763	11	30	sensing	sense	VERB
cet-12763	11	31	methods	method	NOUN
cet-12763	11	32	in	in	ADP
cet-12763	11	33	the	the	DET
cet-12763	11	34	sphere	sphere	NOUN
cet-12763	11	35	of	of	ADP
cet-12763	11	36	land	land	NOUN
cet-12763	11	37	relations	relation	NOUN
cet-12763	11	38	are	be	AUX
cet-12763	11	39	undertaken	undertake	VERB
cet-12763	11	40	(	(	PUNCT
cet-12763	11	41	zakon.kz	zakon.kz	NOUN
cet-12763	11	42	,	,	PUNCT
cet-12763	11	43	2022	2022	NUM
cet-12763	11	44	)	)	PUNCT
cet-12763	11	45	.	.	PUNCT
cet-12763	12	1	the	the	DET
cet-12763	12	2	need	need	NOUN
cet-12763	12	3	for	for	ADP
cet-12763	12	4	research	research	NOUN
cet-12763	12	5	in	in	ADP
cet-12763	12	6	this	this	DET
cet-12763	12	7	area	area	NOUN
cet-12763	12	8	is	be	AUX
cet-12763	12	9	the	the	DET
cet-12763	12	10	provision	provision	NOUN
cet-12763	12	11	by	by	ADP
cet-12763	12	12	land	land	NOUN
cet-12763	12	13	users	user	NOUN
cet-12763	12	14	of	of	ADP
cet-12763	12	15	unreliable	unreliable	ADJ
cet-12763	12	16	and/or	and/or	CCONJ
cet-12763	12	17	distorted	distorted	ADJ
cet-12763	12	18	information	information	NOUN
cet-12763	12	19	about	about	ADP
cet-12763	12	20	the	the	DET
cet-12763	12	21	current	current	ADJ
cet-12763	12	22	state	state	NOUN
cet-12763	12	23	of	of	ADP
cet-12763	12	24	agricultural	agricultural	ADJ
cet-12763	12	25	land	land	NOUN
cet-12763	12	26	.	.	PUNCT
cet-12763	13	1	traditional	traditional	ADJ
cet-12763	13	2	cartographic	cartographic	ADJ
cet-12763	13	3	materials	material	NOUN
cet-12763	13	4	in	in	ADP
cet-12763	13	5	the	the	DET
cet-12763	13	6	form	form	NOUN
cet-12763	13	7	of	of	ADP
cet-12763	13	8	land	land	NOUN
cet-12763	13	9	management	management	NOUN
cet-12763	13	10	and	and	CCONJ
cet-12763	13	11	household	household	NOUN
cet-12763	13	12	planning	planning	NOUN
cet-12763	13	13	schemes	scheme	NOUN
cet-12763	13	14	are	be	AUX
cet-12763	13	15	often	often	ADV
cet-12763	13	16	poorly	poorly	ADV
cet-12763	13	17	informative	informative	ADJ
cet-12763	13	18	or	or	CCONJ
cet-12763	13	19	inaccurate	inaccurate	ADJ
cet-12763	13	20	due	due	ADP
cet-12763	13	21	to	to	ADP
cet-12763	13	22	the	the	DET
cet-12763	13	23	use	use	NOUN
cet-12763	13	24	of	of	ADP
cet-12763	13	25	outdated	outdated	ADJ
cet-12763	13	26	irrelevant	irrelevant	ADJ
cet-12763	13	27	information	information	NOUN
cet-12763	13	28	base	base	NOUN
cet-12763	13	29	(	(	PUNCT
cet-12763	13	30	khabarov	khabarov	PROPN
cet-12763	13	31	et	et	PROPN
cet-12763	13	32	al	al	PROPN
cet-12763	13	33	,	,	PUNCT
cet-12763	13	34	2019	2019	NUM
cet-12763	13	35	)	)	PUNCT
cet-12763	13	36	.	.	PUNCT
cet-12763	14	1	state	state	NOUN
cet-12763	14	2	statistics	statistic	NOUN
cet-12763	14	3	and	and	CCONJ
cet-12763	14	4	agricultural	agricultural	ADJ
cet-12763	14	5	land	land	NOUN
cet-12763	14	6	records	record	NOUN
cet-12763	14	7	in	in	ADP
cet-12763	14	8	this	this	DET
cet-12763	14	9	case	case	NOUN
cet-12763	14	10	become	become	VERB
cet-12763	14	11	biased	biased	ADJ
cet-12763	14	12	,	,	PUNCT
cet-12763	14	13	making	make	VERB
cet-12763	14	14	it	it	PRON
cet-12763	14	15	difficult	difficult	ADJ
cet-12763	14	16	to	to	PART
cet-12763	14	17	assess	assess	VERB
cet-12763	14	18	the	the	DET
cet-12763	14	19	efficiency	efficiency	NOUN
cet-12763	14	20	and	and	CCONJ
cet-12763	14	21	control	control	NOUN
cet-12763	14	22	of	of	ADP
cet-12763	14	23	agricultural	agricultural	ADJ
cet-12763	14	24	land	land	NOUN
cet-12763	14	25	use	use	NOUN
cet-12763	14	26	.	.	PUNCT
cet-12763	15	1	in	in	ADP
cet-12763	15	2	(	(	PUNCT
cet-12763	15	3	zelman	zelman	PROPN
cet-12763	15	4	et	et	PROPN
cet-12763	15	5	al	al	PROPN
cet-12763	15	6	,	,	PUNCT
cet-12763	15	7	2019	2019	NUM
cet-12763	15	8	)	)	PUNCT
cet-12763	15	9	,	,	PUNCT
cet-12763	15	10	current	current	ADJ
cet-12763	15	11	remote	remote	ADJ
cet-12763	15	12	sensing	sensing	NOUN
cet-12763	15	13	(	(	PUNCT
cet-12763	15	14	rs	rs	NOUN
cet-12763	15	15	)	)	PUNCT
cet-12763	15	16	methods	method	NOUN
cet-12763	15	17	for	for	ADP
cet-12763	15	18	analysing	analyse	VERB
cet-12763	15	19	the	the	DET
cet-12763	15	20	environmental	environmental	ADJ
cet-12763	15	21	condition	condition	NOUN
cet-12763	15	22	of	of	ADP
cet-12763	15	23	agricultural	agricultural	ADJ
cet-12763	15	24	land	land	NOUN
cet-12763	15	25	are	be	AUX
cet-12763	15	26	considered	consider	VERB
cet-12763	15	27	.	.	PUNCT
cet-12763	16	1	remote	remote	ADJ
cet-12763	16	2	sensing	sense	VERB
cet-12763	16	3	methods	method	NOUN
cet-12763	16	4	are	be	AUX
cet-12763	16	5	widely	widely	ADV
cet-12763	16	6	used	use	VERB
cet-12763	16	7	in	in	ADP
cet-12763	16	8	agribusiness	agribusiness	NOUN
cet-12763	16	9	in	in	ADP
cet-12763	16	10	the	the	DET
cet-12763	16	11	united	united	PROPN
cet-12763	16	12	states	states	PROPN
cet-12763	16	13	,	,	PUNCT
cet-12763	16	14	canada	canada	PROPN
cet-12763	16	15	,	,	PUNCT
cet-12763	16	16	european	european	PROPN
cet-12763	16	17	union	union	PROPN
cet-12763	16	18	countries	countries	PROPN
cet-12763	16	19	,	,	PUNCT
cet-12763	16	20	india	india	PROPN
cet-12763	16	21	,	,	PUNCT
cet-12763	16	22	japan	japan	PROPN
cet-12763	16	23	,	,	PUNCT
cet-12763	16	24	and	and	CCONJ
cet-12763	16	25	others	other	NOUN
cet-12763	16	26	.	.	PUNCT
cet-12763	17	1	the	the	DET
cet-12763	17	2	best	well	ADV
cet-12763	17	3	-	-	PUNCT
cet-12763	17	4	known	know	VERB
cet-12763	17	5	examples	example	NOUN
cet-12763	17	6	of	of	ADP
cet-12763	17	7	existing	exist	VERB
cet-12763	17	8	systems	system	NOUN
cet-12763	17	9	of	of	ADP
cet-12763	17	10	agricultural	agricultural	ADJ
cet-12763	17	11	monitoring	monitoring	NOUN
cet-12763	17	12	are	be	AUX
cet-12763	17	13	mars	mar	NOUN
cet-12763	17	14	project	project	NOUN
cet-12763	17	15	(	(	PUNCT
cet-12763	17	16	the	the	DET
cet-12763	17	17	monitoring	monitoring	NOUN
cet-12763	17	18	of	of	ADP
cet-12763	17	19	agriculture	agriculture	NOUN
cet-12763	17	20	with	with	ADP
cet-12763	17	21	remote	remote	ADJ
cet-12763	17	22	sensing	sensing	NOUN
cet-12763	17	23	)	)	PUNCT
cet-12763	17	24	,	,	PUNCT
cet-12763	17	25	developed	develop	VERB
cet-12763	17	26	by	by	ADP
cet-12763	17	27	the	the	DET
cet-12763	17	28	european	european	PROPN
cet-12763	17	29	commission	commission	PROPN
cet-12763	17	30	joint	joint	ADJ
cet-12763	17	31	research	research	NOUN
cet-12763	17	32	centre	centre	NOUN
cet-12763	17	33	for	for	ADP
cet-12763	17	34	agricultural	agricultural	ADJ
cet-12763	17	35	land	land	NOUN
cet-12763	17	36	monitoring	monitoring	NOUN
cet-12763	17	37	which	which	PRON
cet-12763	17	38	provides	provide	VERB
cet-12763	17	39	information	information	NOUN
cet-12763	17	40	on	on	ADP
cet-12763	17	41	areas	area	NOUN
cet-12763	17	42	under	under	ADP
cet-12763	17	43	crops	crop	NOUN
cet-12763	17	44	and	and	CCONJ
cet-12763	17	45	crop	crop	NOUN
cet-12763	17	46	yields	yield	NOUN
cet-12763	17	47	broken	break	VERB
cet-12763	17	48	down	down	ADP
cet-12763	17	49	by	by	ADP
cet-12763	17	50	states	state	NOUN
cet-12763	17	51	and	and	CCONJ
cet-12763	17	52	regions	region	NOUN
cet-12763	17	53	as	as	ADV
cet-12763	17	54	well	well	ADV
cet-12763	17	55	as	as	ADP
cet-12763	17	56	by	by	ADP
cet-12763	17	57	individual	individual	ADJ
cet-12763	17	58	farms	farm	NOUN
cet-12763	17	59	.	.	PUNCT
cet-12763	18	1	the	the	DET
cet-12763	18	2	monitoring	monitoring	NOUN
cet-12763	18	3	results	result	NOUN
cet-12763	18	4	are	be	AUX
cet-12763	18	5	used	use	VERB
cet-12763	18	6	for	for	ADP
cet-12763	18	7	tax	tax	NOUN
cet-12763	18	8	control	control	NOUN
cet-12763	18	9	of	of	ADP
cet-12763	18	10	producers	producer	NOUN
cet-12763	18	11	,	,	PUNCT
cet-12763	18	12	development	development	NOUN
cet-12763	18	13	of	of	ADP
cet-12763	18	14	a	a	DET
cet-12763	18	15	flexible	flexible	ADJ
cet-12763	18	16	system	system	NOUN
cet-12763	18	17	of	of	ADP
cet-12763	18	18	prices	price	NOUN
cet-12763	18	19	and	and	CCONJ
cet-12763	18	20	quotas	quota	NOUN
cet-12763	18	21	,	,	PUNCT
cet-12763	18	22	planning	planning	NOUN
cet-12763	18	23	of	of	ADP
cet-12763	18	24	export	export	NOUN
cet-12763	18	25	-	-	PUNCT
cet-12763	18	26	import	import	NOUN
cet-12763	18	27	operations	operation	NOUN
cet-12763	18	28	,	,	PUNCT
cet-12763	18	29	and	and	CCONJ
cet-12763	18	30	other	other	ADJ
cet-12763	18	31	activities	activity	NOUN
cet-12763	18	32	.	.	PUNCT
cet-12763	19	1	the	the	DET
cet-12763	19	2	authors	author	NOUN
cet-12763	19	3	vasilyev	vasilyev	VERB
cet-12763	19	4	et	et	PROPN
cet-12763	19	5	al	al	PROPN
cet-12763	19	6	.	.	PROPN
cet-12763	20	1	(	(	PUNCT
cet-12763	20	2	2020	2020	NUM
cet-12763	20	3	)	)	PUNCT
cet-12763	20	4	noted	note	VERB
cet-12763	20	5	that	that	SCONJ
cet-12763	20	6	the	the	DET
cet-12763	20	7	implementation	implementation	NOUN
cet-12763	20	8	of	of	ADP
cet-12763	20	9	"	"	PUNCT
cet-12763	20	10	smart	smart	ADJ
cet-12763	20	11	"	"	PUNCT
cet-12763	20	12	land	land	NOUN
cet-12763	20	13	use	use	NOUN
cet-12763	20	14	is	be	AUX
cet-12763	20	15	impossible	impossible	ADJ
cet-12763	20	16	without	without	ADP
cet-12763	20	17	improving	improve	VERB
cet-12763	20	18	the	the	DET
cet-12763	20	19	quality	quality	NOUN
cet-12763	20	20	of	of	ADP
cet-12763	20	21	spectral	spectral	ADJ
cet-12763	20	22	imagery	imagery	NOUN
cet-12763	20	23	.	.	PUNCT
cet-12763	21	1	the	the	DET
cet-12763	21	2	novelty	novelty	NOUN
cet-12763	21	3	of	of	ADP
cet-12763	21	4	this	this	DET
cet-12763	21	5	study	study	NOUN
cet-12763	21	6	lies	lie	VERB
cet-12763	21	7	in	in	ADP
cet-12763	21	8	the	the	DET
cet-12763	21	9	fact	fact	NOUN
cet-12763	21	10	that	that	SCONJ
cet-12763	21	11	previously	previously	ADV
cet-12763	21	12	similar	similar	ADJ
cet-12763	21	13	results	result	NOUN
cet-12763	21	14	were	be	AUX
cet-12763	21	15	not	not	PART
cet-12763	21	16	presented	present	VERB
cet-12763	21	17	for	for	ADP
cet-12763	21	18	sown	sown	ADJ
cet-12763	21	19	pastures	pasture	NOUN
cet-12763	21	20	in	in	ADP
cet-12763	21	21	the	the	DET
cet-12763	21	22	pavlodar	pavlodar	NOUN
cet-12763	21	23	region	region	NOUN
cet-12763	21	24	of	of	ADP
cet-12763	21	25	kazakhstan	kazakhstan	PROPN
cet-12763	21	26	.	.	PUNCT
cet-12763	22	1	most	most	ADV
cet-12763	22	2	often	often	ADV
cet-12763	22	3	,	,	PUNCT
cet-12763	22	4	the	the	DET
cet-12763	22	5	authors	author	NOUN
cet-12763	22	6	considered	consider	VERB
cet-12763	22	7	pastures	pasture	NOUN
cet-12763	22	8	separately	separately	ADV
cet-12763	22	9	from	from	ADP
cet-12763	22	10	crops	crop	NOUN
cet-12763	22	11	.	.	PUNCT
cet-12763	23	1	in	in	ADP
cet-12763	23	2	this	this	DET
cet-12763	23	3	article	article	NOUN
cet-12763	23	4	,	,	PUNCT
cet-12763	23	5	the	the	DET
cet-12763	23	6	authors	author	NOUN
cet-12763	23	7	combined	combine	VERB
cet-12763	23	8	and	and	CCONJ
cet-12763	23	9	considered	consider	VERB
cet-12763	23	10	rangelands	rangeland	NOUN
cet-12763	23	11	and	and	CCONJ
cet-12763	23	12	croplands	cropland	NOUN
cet-12763	23	13	in	in	ADP
cet-12763	23	14	the	the	DET
cet-12763	23	15	aggregate	aggregate	NOUN
cet-12763	23	16	,	,	PUNCT
cet-12763	23	17	processing	processing	NOUN
cet-12763	23	18	and	and	CCONJ
cet-12763	23	19	analysing	analyse	VERB
cet-12763	23	20	land	land	NOUN
cet-12763	23	21	using	use	VERB
cet-12763	23	22	remote	remote	ADJ
cet-12763	23	23	sensing	sense	VERB
cet-12763	23	24	data	datum	NOUN
cet-12763	23	25	for	for	ADP
cet-12763	23	26	soil	soil	NOUN
cet-12763	23	27	assessment	assessment	NOUN
cet-12763	23	28	.	.	PUNCT
cet-12763	24	1	the	the	DET
cet-12763	24	2	aim	aim	NOUN
cet-12763	24	3	of	of	ADP
cet-12763	24	4	this	this	DET
cet-12763	24	5	work	work	NOUN
cet-12763	24	6	is	be	AUX
cet-12763	24	7	to	to	PART
cet-12763	24	8	assess	assess	VERB
cet-12763	24	9	the	the	DET
cet-12763	24	10	rational	rational	ADJ
cet-12763	24	11	use	use	NOUN
cet-12763	24	12	of	of	ADP
cet-12763	24	13	rangelands	rangeland	NOUN
cet-12763	24	14	and	and	CCONJ
cet-12763	24	15	cropland	cropland	NOUN
cet-12763	24	16	in	in	ADP
cet-12763	24	17	the	the	DET
cet-12763	24	18	pavlodar	pavlodar	NOUN
cet-12763	24	19	region	region	NOUN
cet-12763	24	20	of	of	ADP
cet-12763	24	21	kazakhstan	kazakhstan	PROPN
cet-12763	24	22	by	by	ADP
cet-12763	24	23	reliable	reliable	ADJ
cet-12763	24	24	satellite	satellite	NOUN
cet-12763	24	25	1237	1237	NUM
cet-12763	24	26	land	land	NOUN
cet-12763	24	27	assessment	assessment	NOUN
cet-12763	24	28	based	base	VERB
cet-12763	24	29	on	on	ADP
cet-12763	24	30	the	the	DET
cet-12763	24	31	use	use	NOUN
cet-12763	24	32	of	of	ADP
cet-12763	24	33	medium	medium	ADJ
cet-12763	24	34	spatial	spatial	ADJ
cet-12763	24	35	resolution	resolution	NOUN
cet-12763	24	36	imagery	imagery	NOUN
cet-12763	24	37	of	of	ADP
cet-12763	24	38	domestic	domestic	ADJ
cet-12763	24	39	(	(	PUNCT
cet-12763	24	40	kazeosat-2	kazeosat-2	PROPN
cet-12763	24	41	,	,	PUNCT
cet-12763	24	42	kazstsat	kazstsat	VERB
cet-12763	24	43	)	)	PUNCT
cet-12763	24	44	and	and	CCONJ
cet-12763	24	45	foreign	foreign	ADJ
cet-12763	24	46	(	(	PUNCT
cet-12763	24	47	sentinel-2	sentinel-2	NUM
cet-12763	24	48	,	,	PUNCT
cet-12763	24	49	landsat-8	landsat-8	NOUN
cet-12763	24	50	)	)	PUNCT
cet-12763	24	51	spacecraft	spacecraft	NOUN
cet-12763	24	52	.	.	PUNCT
cet-12763	25	1	2	2	X
cet-12763	25	2	.	.	X
cet-12763	25	3	materials	material	NOUN
cet-12763	25	4	and	and	CCONJ
cet-12763	25	5	methods	method	NOUN
cet-12763	25	6	the	the	DET
cet-12763	25	7	study	study	NOUN
cet-12763	25	8	area	area	NOUN
cet-12763	25	9	is	be	AUX
cet-12763	25	10	located	locate	VERB
cet-12763	25	11	at	at	ADP
cet-12763	25	12	the	the	DET
cet-12763	25	13	coordinates	coordinate	NOUN
cet-12763	25	14	from	from	ADP
cet-12763	25	15	77	77	NUM
cet-12763	25	16	°	°	NUM
cet-12763	25	17	24'56.2	24'56.2	NOUN
cet-12763	25	18	"	"	PUNCT
cet-12763	25	19	e	e	PROPN
cet-12763	25	20	east	east	NOUN
cet-12763	25	21	longitude	longitude	NOUN
cet-12763	25	22	and	and	CCONJ
cet-12763	25	23	from	from	ADP
cet-12763	25	24	51	51	NUM
cet-12763	25	25	°	°	NOUN
cet-12763	25	26	55'42.4	55'42.4	NOUN
cet-12763	25	27	"	"	PUNCT
cet-12763	25	28	n	n	CCONJ
cet-12763	25	29	north	north	NOUN
cet-12763	25	30	latitude	latitude	NOUN
cet-12763	25	31	and	and	CCONJ
cet-12763	25	32	covers	cover	VERB
cet-12763	25	33	1211	1211	NUM
cet-12763	25	34	hectares	hectare	NOUN
cet-12763	25	35	in	in	ADP
cet-12763	25	36	pavlodar	pavlodar	NOUN
cet-12763	25	37	region	region	NOUN
cet-12763	25	38	of	of	ADP
cet-12763	25	39	kazakhstan	kazakhstan	PROPN
cet-12763	25	40	.	.	PUNCT
cet-12763	26	1	according	accord	VERB
cet-12763	26	2	to	to	ADP
cet-12763	26	3	the	the	DET
cet-12763	26	4	taxonomy	taxonomy	NOUN
cet-12763	26	5	of	of	ADP
cet-12763	26	6	soils	soils	ADJ
cet-12763	26	7	chestnut	chestnut	NOUN
cet-12763	26	8	type	type	NOUN
cet-12763	26	9	of	of	ADP
cet-12763	26	10	soils	soil	NOUN
cet-12763	26	11	is	be	AUX
cet-12763	26	12	the	the	DET
cet-12763	26	13	dominant	dominant	ADJ
cet-12763	26	14	soil	soil	NOUN
cet-12763	26	15	unit	unit	NOUN
cet-12763	26	16	in	in	ADP
cet-12763	26	17	the	the	DET
cet-12763	26	18	territory	territory	NOUN
cet-12763	26	19	of	of	ADP
cet-12763	26	20	this	this	DET
cet-12763	26	21	site	site	NOUN
cet-12763	26	22	.	.	PUNCT
cet-12763	27	1	the	the	DET
cet-12763	27	2	geographical	geographical	ADJ
cet-12763	27	3	location	location	NOUN
cet-12763	27	4	of	of	ADP
cet-12763	27	5	the	the	DET
cet-12763	27	6	selected	select	VERB
cet-12763	27	7	representative	representative	ADJ
cet-12763	27	8	profiles	profile	NOUN
cet-12763	27	9	is	be	AUX
cet-12763	27	10	shown	show	VERB
cet-12763	27	11	in	in	ADP
cet-12763	27	12	figure	figure	NOUN
cet-12763	27	13	1	1	NUM
cet-12763	27	14	.	.	PUNCT
cet-12763	27	15	figure	figure	NOUN
cet-12763	27	16	1	1	NUM
cet-12763	27	17	:	:	PUNCT
cet-12763	27	18	study	study	NOUN
cet-12763	27	19	area	area	NOUN
cet-12763	27	20	and	and	CCONJ
cet-12763	27	21	experimental	experimental	ADJ
cet-12763	27	22	field	field	NOUN
cet-12763	27	23	to	to	PART
cet-12763	27	24	analyse	analyse	VERB
cet-12763	27	25	agricultural	agricultural	ADJ
cet-12763	27	26	production	production	NOUN
cet-12763	27	27	and	and	CCONJ
cet-12763	27	28	land	land	NOUN
cet-12763	27	29	use	use	NOUN
cet-12763	27	30	in	in	ADP
cet-12763	27	31	the	the	DET
cet-12763	27	32	north	north	NOUN
cet-12763	27	33	-	-	PUNCT
cet-12763	27	34	east	east	NOUN
cet-12763	27	35	of	of	ADP
cet-12763	27	36	kazakhstan	kazakhstan	PROPN
cet-12763	27	37	based	base	VERB
cet-12763	27	38	on	on	ADP
cet-12763	27	39	remote	remote	ADJ
cet-12763	27	40	sensing	sense	VERB
cet-12763	27	41	data	datum	NOUN
cet-12763	27	42	,	,	PUNCT
cet-12763	27	43	satellite	satellite	NOUN
cet-12763	27	44	images	image	NOUN
cet-12763	27	45	(	(	PUNCT
cet-12763	27	46	kazeosat-2	kazeosat-2	PROPN
cet-12763	27	47	,	,	PUNCT
cet-12763	27	48	kazstsat	kazstsat	VERB
cet-12763	27	49	)	)	PUNCT
cet-12763	27	50	and	and	CCONJ
cet-12763	27	51	foreign	foreign	ADJ
cet-12763	27	52	satellites	satellite	NOUN
cet-12763	27	53	(	(	PUNCT
cet-12763	27	54	sentinel-2	sentinel-2	NUM
cet-12763	27	55	,	,	PUNCT
cet-12763	27	56	landsat-8	landsat-8	NUM
cet-12763	27	57	)	)	PUNCT
cet-12763	27	58	were	be	AUX
cet-12763	27	59	used	use	VERB
cet-12763	27	60	as	as	ADP
cet-12763	27	61	initial	initial	ADJ
cet-12763	27	62	data	datum	NOUN
cet-12763	27	63	from	from	ADP
cet-12763	27	64	may	may	PROPN
cet-12763	27	65	to	to	ADP
cet-12763	27	66	september	september	PROPN
cet-12763	27	67	2017	2017	NUM
cet-12763	27	68	2021	2021	NUM
cet-12763	27	69	.	.	PUNCT
cet-12763	28	1	assessment	assessment	NOUN
cet-12763	28	2	of	of	ADP
cet-12763	28	3	vegetation	vegetation	NOUN
cet-12763	28	4	condition	condition	NOUN
cet-12763	28	5	on	on	ADP
cet-12763	28	6	test	test	NOUN
cet-12763	28	7	plots	plot	NOUN
cet-12763	28	8	was	be	AUX
cet-12763	28	9	carried	carry	VERB
cet-12763	28	10	out	out	ADP
cet-12763	28	11	using	use	VERB
cet-12763	28	12	index	index	NOUN
cet-12763	28	13	values	value	NOUN
cet-12763	28	14	:	:	PUNCT
cet-12763	28	15	ndvi	ndvi	NOUN
cet-12763	28	16	vegetation	vegetation	NOUN
cet-12763	28	17	development	development	NOUN
cet-12763	28	18	of	of	ADP
cet-12763	28	19	plants	plant	NOUN
cet-12763	28	20	;	;	PUNCT
cet-12763	28	21	ndwi	ndwi	NOUN
cet-12763	28	22	normalised	normalise	VERB
cet-12763	28	23	difference	difference	NOUN
cet-12763	28	24	water	water	NOUN
cet-12763	28	25	index	index	NOUN
cet-12763	28	26	,	,	PUNCT
cet-12763	28	27	swir	swir	ADJ
cet-12763	28	28	shortwave	shortwave	NOUN
cet-12763	28	29	infrared	infrared	ADJ
cet-12763	28	30	range	range	NOUN
cet-12763	28	31	;	;	PUNCT
cet-12763	28	32	msavi	msavi	VERB
cet-12763	28	33	modified	modify	VERB
cet-12763	28	34	soil	soil	NOUN
cet-12763	28	35	vegetation	vegetation	NOUN
cet-12763	28	36	index	index	NOUN
cet-12763	28	37	;	;	PUNCT
cet-12763	28	38	reci	reci	PROPN
cet-12763	28	39	chlorophyll	chlorophyll	NOUN
cet-12763	28	40	index	index	NOUN
cet-12763	28	41	.	.	PUNCT
cet-12763	29	1	we	we	PRON
cet-12763	29	2	determined	determine	VERB
cet-12763	29	3	the	the	DET
cet-12763	29	4	fraction	fraction	NOUN
cet-12763	29	5	of	of	ADP
cet-12763	29	6	absorbed	absorb	VERB
cet-12763	29	7	photosynthetically	photosynthetically	ADV
cet-12763	29	8	active	active	ADJ
cet-12763	29	9	radiation	radiation	NOUN
cet-12763	29	10	fapar	fapar	NOUN
cet-12763	29	11	,	,	PUNCT
cet-12763	29	12	which	which	PRON
cet-12763	29	13	quantitatively	quantitatively	ADV
cet-12763	29	14	depends	depend	VERB
cet-12763	29	15	on	on	ADP
cet-12763	29	16	canopy	canopy	NOUN
cet-12763	29	17	structure	structure	NOUN
cet-12763	29	18	,	,	PUNCT
cet-12763	29	19	optical	optical	ADJ
cet-12763	29	20	properties	property	NOUN
cet-12763	29	21	of	of	ADP
cet-12763	29	22	plant	plant	NOUN
cet-12763	29	23	elements	element	NOUN
cet-12763	29	24	,	,	PUNCT
cet-12763	29	25	atmospheric	atmospheric	ADJ
cet-12763	29	26	conditions	condition	NOUN
cet-12763	29	27	and	and	CCONJ
cet-12763	29	28	angular	angular	ADJ
cet-12763	29	29	configuration	configuration	NOUN
cet-12763	29	30	,	,	PUNCT
cet-12763	29	31	and	and	CCONJ
cet-12763	29	32	the	the	DET
cet-12763	29	33	biophysical	biophysical	ADJ
cet-12763	29	34	parameter	parameter	NOUN
cet-12763	29	35	characterizing	characterize	VERB
cet-12763	29	36	projective	projective	ADJ
cet-12763	29	37	coverage	coverage	NOUN
cet-12763	29	38	of	of	ADP
cet-12763	29	39	soil	soil	NOUN
cet-12763	29	40	surface	surface	NOUN
cet-12763	29	41	fcover	fcover	NOUN
cet-12763	29	42	,	,	PUNCT
cet-12763	29	43	calculated	calculate	VERB
cet-12763	29	44	on	on	ADP
cet-12763	29	45	the	the	DET
cet-12763	29	46	basis	basis	NOUN
cet-12763	29	47	of	of	ADP
cet-12763	29	48	remote	remote	ADJ
cet-12763	29	49	sensing	sense	VERB
cet-12763	29	50	data	datum	NOUN
cet-12763	29	51	.	.	PUNCT
cet-12763	30	1	3	3	X
cet-12763	30	2	.	.	NOUN
cet-12763	30	3	results	result	NOUN
cet-12763	30	4	and	and	CCONJ
cet-12763	30	5	discussion	discussion	NOUN
cet-12763	30	6	analysis	analysis	NOUN
cet-12763	30	7	of	of	ADP
cet-12763	30	8	the	the	DET
cet-12763	30	9	ecological	ecological	ADJ
cet-12763	30	10	condition	condition	NOUN
cet-12763	30	11	of	of	ADP
cet-12763	30	12	agricultural	agricultural	ADJ
cet-12763	30	13	land	land	NOUN
cet-12763	30	14	is	be	AUX
cet-12763	30	15	an	an	DET
cet-12763	30	16	important	important	ADJ
cet-12763	30	17	procedure	procedure	NOUN
cet-12763	30	18	in	in	ADP
cet-12763	30	19	the	the	DET
cet-12763	30	20	agricultural	agricultural	ADJ
cet-12763	30	21	industry	industry	NOUN
cet-12763	30	22	,	,	PUNCT
cet-12763	30	23	which	which	PRON
cet-12763	30	24	is	be	AUX
cet-12763	30	25	necessary	necessary	ADJ
cet-12763	30	26	for	for	ADP
cet-12763	30	27	the	the	DET
cet-12763	30	28	instant	instant	ADJ
cet-12763	30	29	detection	detection	NOUN
cet-12763	30	30	and	and	CCONJ
cet-12763	30	31	prevention	prevention	NOUN
cet-12763	30	32	of	of	ADP
cet-12763	30	33	existing	exist	VERB
cet-12763	30	34	violations	violation	NOUN
cet-12763	30	35	of	of	ADP
cet-12763	30	36	agricultural	agricultural	ADJ
cet-12763	30	37	land	land	NOUN
cet-12763	30	38	.	.	PUNCT
cet-12763	31	1	for	for	ADP
cet-12763	31	2	effective	effective	ADJ
cet-12763	31	3	carrying	carry	VERB
cet-12763	31	4	out	out	ADP
cet-12763	31	5	of	of	ADP
cet-12763	31	6	the	the	DET
cet-12763	31	7	specified	specify	VERB
cet-12763	31	8	procedure	procedure	NOUN
cet-12763	31	9	it	it	PRON
cet-12763	31	10	is	be	AUX
cet-12763	31	11	necessary	necessary	ADJ
cet-12763	31	12	,	,	PUNCT
cet-12763	31	13	to	to	PART
cet-12763	31	14	have	have	VERB
cet-12763	31	15	actual	actual	ADJ
cet-12763	31	16	and	and	CCONJ
cet-12763	31	17	reliable	reliable	ADJ
cet-12763	31	18	information	information	NOUN
cet-12763	31	19	about	about	ADP
cet-12763	31	20	the	the	DET
cet-12763	31	21	objects	object	NOUN
cet-12763	31	22	under	under	ADP
cet-12763	31	23	study	study	NOUN
cet-12763	31	24	.	.	PUNCT
cet-12763	32	1	earth	earth	NOUN
cet-12763	32	2	remote	remote	ADJ
cet-12763	32	3	sensing	sense	VERB
cet-12763	32	4	data	datum	NOUN
cet-12763	32	5	serve	serve	VERB
cet-12763	32	6	as	as	ADP
cet-12763	32	7	a	a	DET
cet-12763	32	8	source	source	NOUN
cet-12763	32	9	of	of	ADP
cet-12763	32	10	such	such	ADJ
cet-12763	32	11	information	information	NOUN
cet-12763	32	12	.	.	PUNCT
cet-12763	33	1	very	very	ADV
cet-12763	33	2	important	important	ADJ
cet-12763	33	3	in	in	ADP
cet-12763	33	4	the	the	DET
cet-12763	33	5	stage	stage	NOUN
cet-12763	33	6	of	of	ADP
cet-12763	33	7	space	space	NOUN
cet-12763	33	8	images	image	NOUN
cet-12763	33	9	processing	processing	NOUN
cet-12763	33	10	is	be	AUX
cet-12763	33	11	the	the	DET
cet-12763	33	12	process	process	NOUN
cet-12763	33	13	of	of	ADP
cet-12763	33	14	interpretation	interpretation	NOUN
cet-12763	33	15	and	and	CCONJ
cet-12763	33	16	decoding	decode	VERB
cet-12763	33	17	recognition	recognition	NOUN
cet-12763	33	18	of	of	ADP
cet-12763	33	19	objects	object	NOUN
cet-12763	33	20	on	on	ADP
cet-12763	33	21	the	the	DET
cet-12763	33	22	ground	ground	NOUN
cet-12763	33	23	by	by	ADP
cet-12763	33	24	detecting	detect	VERB
cet-12763	33	25	their	their	PRON
cet-12763	33	26	content	content	NOUN
cet-12763	33	27	with	with	ADP
cet-12763	33	28	designation	designation	NOUN
cet-12763	33	29	in	in	ADP
cet-12763	33	30	conventional	conventional	ADJ
cet-12763	33	31	signs	sign	NOUN
cet-12763	33	32	of	of	ADP
cet-12763	33	33	qualitative	qualitative	ADJ
cet-12763	33	34	and	and	CCONJ
cet-12763	33	35	quantitative	quantitative	ADJ
cet-12763	33	36	characteristics	characteristic	NOUN
cet-12763	33	37	.	.	PUNCT
cet-12763	34	1	the	the	DET
cet-12763	34	2	obtained	obtain	VERB
cet-12763	34	3	materials	material	NOUN
cet-12763	34	4	allow	allow	VERB
cet-12763	34	5	timely	timely	ADJ
cet-12763	34	6	detection	detection	NOUN
cet-12763	34	7	of	of	ADP
cet-12763	34	8	irrational	irrational	ADJ
cet-12763	34	9	use	use	NOUN
cet-12763	34	10	of	of	ADP
cet-12763	34	11	agricultural	agricultural	ADJ
cet-12763	34	12	lands	land	NOUN
cet-12763	34	13	and	and	CCONJ
cet-12763	34	14	elimination	elimination	NOUN
cet-12763	34	15	of	of	ADP
cet-12763	34	16	violations	violation	NOUN
cet-12763	34	17	.	.	PUNCT
cet-12763	35	1	given	give	VERB
cet-12763	35	2	the	the	DET
cet-12763	35	3	wide	wide	ADJ
cet-12763	35	4	range	range	NOUN
cet-12763	35	5	of	of	ADP
cet-12763	35	6	covered	cover	VERB
cet-12763	35	7	vertical	vertical	ADJ
cet-12763	35	8	zonality	zonality	NOUN
cet-12763	35	9	and	and	CCONJ
cet-12763	35	10	zonality	zonality	NOUN
cet-12763	35	11	of	of	ADP
cet-12763	35	12	the	the	DET
cet-12763	35	13	territory	territory	NOUN
cet-12763	35	14	of	of	ADP
cet-12763	35	15	kazakhstan	kazakhstan	PROPN
cet-12763	35	16	,	,	PUNCT
cet-12763	35	17	it	it	PRON
cet-12763	35	18	is	be	AUX
cet-12763	35	19	necessary	necessary	ADJ
cet-12763	35	20	to	to	PART
cet-12763	35	21	adapt	adapt	VERB
cet-12763	35	22	methods	method	NOUN
cet-12763	35	23	of	of	ADP
cet-12763	35	24	remote	remote	ADJ
cet-12763	35	25	monitoring	monitoring	NOUN
cet-12763	35	26	for	for	ADP
cet-12763	35	27	each	each	DET
cet-12763	35	28	region	region	NOUN
cet-12763	35	29	and	and	CCONJ
cet-12763	35	30	each	each	DET
cet-12763	35	31	soil	soil	NOUN
cet-12763	35	32	and	and	CCONJ
cet-12763	35	33	climatic	climatic	ADJ
cet-12763	35	34	zone	zone	NOUN
cet-12763	35	35	.	.	PUNCT
cet-12763	36	1	in	in	ADP
cet-12763	36	2	the	the	DET
cet-12763	36	3	present	present	ADJ
cet-12763	36	4	work	work	NOUN
cet-12763	36	5	we	we	PRON
cet-12763	36	6	1238	1238	NUM
cet-12763	36	7	propose	propose	VERB
cet-12763	36	8	methods	method	NOUN
cet-12763	36	9	of	of	ADP
cet-12763	36	10	evaluation	evaluation	NOUN
cet-12763	36	11	of	of	ADP
cet-12763	36	12	the	the	DET
cet-12763	36	13	main	main	ADJ
cet-12763	36	14	indicators	indicator	NOUN
cet-12763	36	15	of	of	ADP
cet-12763	36	16	agricultural	agricultural	ADJ
cet-12763	36	17	resources	resource	NOUN
cet-12763	36	18	(	(	PUNCT
cet-12763	36	19	arable	arable	ADJ
cet-12763	36	20	land	land	NOUN
cet-12763	36	21	,	,	PUNCT
cet-12763	36	22	pastures	pasture	NOUN
cet-12763	36	23	)	)	PUNCT
cet-12763	36	24	for	for	ADP
cet-12763	36	25	steppe	steppe	NOUN
cet-12763	36	26	and	and	CCONJ
cet-12763	36	27	dry	dry	ADJ
cet-12763	36	28	-	-	PUNCT
cet-12763	36	29	steppe	steppe	NOUN
cet-12763	36	30	zones	zone	NOUN
cet-12763	36	31	of	of	ADP
cet-12763	36	32	pavlodar	pavlodar	NOUN
cet-12763	36	33	region	region	NOUN
cet-12763	36	34	of	of	ADP
cet-12763	36	35	kazakhstan	kazakhstan	PROPN
cet-12763	36	36	.	.	PUNCT
cet-12763	37	1	for	for	ADP
cet-12763	37	2	the	the	DET
cet-12763	37	3	spatial	spatial	ADJ
cet-12763	37	4	analysis	analysis	NOUN
cet-12763	37	5	of	of	ADP
cet-12763	37	6	pastures	pasture	NOUN
cet-12763	37	7	,	,	PUNCT
cet-12763	37	8	a	a	DET
cet-12763	37	9	digital	digital	ADJ
cet-12763	37	10	map	map	NOUN
cet-12763	37	11	of	of	ADP
cet-12763	37	12	pastures	pasture	NOUN
cet-12763	37	13	of	of	ADP
cet-12763	37	14	the	the	DET
cet-12763	37	15	region	region	NOUN
cet-12763	37	16	was	be	AUX
cet-12763	37	17	created	create	VERB
cet-12763	37	18	(	(	PUNCT
cet-12763	37	19	figure	figure	NOUN
cet-12763	37	20	2	2	NUM
cet-12763	37	21	)	)	PUNCT
cet-12763	37	22	.	.	PUNCT
cet-12763	38	1	figure	figure	VERB
cet-12763	38	2	2	2	NUM
cet-12763	38	3	:	:	PUNCT
cet-12763	38	4	map	map	NOUN
cet-12763	38	5	of	of	ADP
cet-12763	38	6	pasture	pasture	NOUN
cet-12763	38	7	lands	land	NOUN
cet-12763	38	8	of	of	ADP
cet-12763	38	9	pavlodar	pavlodar	NOUN
cet-12763	38	10	region	region	NOUN
cet-12763	38	11	according	accord	VERB
cet-12763	38	12	to	to	ADP
cet-12763	38	13	satellite	satellite	NOUN
cet-12763	38	14	medium	medium	ADJ
cet-12763	38	15	-	-	PUNCT
cet-12763	38	16	resolution	resolution	NOUN
cet-12763	38	17	remote	remote	ADJ
cet-12763	38	18	sensing	sense	VERB
cet-12763	38	19	data	datum	NOUN
cet-12763	38	20	(	(	PUNCT
cet-12763	38	21	kazeosat-2	kazeosat-2	PROPN
cet-12763	38	22	)	)	PUNCT
cet-12763	38	23	figure	figure	NOUN
cet-12763	38	24	2	2	NUM
cet-12763	38	25	was	be	AUX
cet-12763	38	26	built	build	VERB
cet-12763	38	27	by	by	ADP
cet-12763	38	28	the	the	DET
cet-12763	38	29	authors	author	NOUN
cet-12763	38	30	on	on	ADP
cet-12763	38	31	the	the	DET
cet-12763	38	32	basis	basis	NOUN
cet-12763	38	33	of	of	ADP
cet-12763	38	34	their	their	PRON
cet-12763	38	35	own	own	ADJ
cet-12763	38	36	data	datum	NOUN
cet-12763	38	37	from	from	ADP
cet-12763	38	38	the	the	DET
cet-12763	38	39	kazeosat-2	kazeosat-2	PROPN
cet-12763	38	40	satellite	satellite	NOUN
cet-12763	38	41	,	,	PUNCT
cet-12763	38	42	by	by	ADP
cet-12763	38	43	stitching	stitching	NOUN
cet-12763	38	44	tiles	tile	NOUN
cet-12763	38	45	and	and	CCONJ
cet-12763	38	46	processing	process	VERB
cet-12763	38	47	satellite	satellite	NOUN
cet-12763	38	48	images	image	NOUN
cet-12763	38	49	,	,	PUNCT
cet-12763	38	50	and	and	CCONJ
cet-12763	38	51	is	be	AUX
cet-12763	38	52	the	the	DET
cet-12763	38	53	property	property	NOUN
cet-12763	38	54	of	of	ADP
cet-12763	38	55	the	the	DET
cet-12763	38	56	authors	author	NOUN
cet-12763	38	57	of	of	ADP
cet-12763	38	58	the	the	DET
cet-12763	38	59	article	article	NOUN
cet-12763	38	60	.	.	PUNCT
cet-12763	39	1	in	in	ADP
cet-12763	39	2	order	order	NOUN
cet-12763	39	3	to	to	PART
cet-12763	39	4	create	create	VERB
cet-12763	39	5	a	a	DET
cet-12763	39	6	basic	basic	ADJ
cet-12763	39	7	map	map	NOUN
cet-12763	39	8	of	of	ADP
cet-12763	39	9	the	the	DET
cet-12763	39	10	area	area	NOUN
cet-12763	39	11	of	of	ADP
cet-12763	39	12	interest	interest	NOUN
cet-12763	39	13	using	use	VERB
cet-12763	39	14	satellite	satellite	NOUN
cet-12763	39	15	images	image	NOUN
cet-12763	39	16	with	with	ADP
cet-12763	39	17	colour	colour	NOUN
cet-12763	39	18	equalization	equalization	NOUN
cet-12763	39	19	and	and	CCONJ
cet-12763	39	20	stitching	stitching	NOUN
cet-12763	39	21	lines	line	NOUN
cet-12763	39	22	to	to	PART
cet-12763	39	23	minimize	minimize	VERB
cet-12763	39	24	the	the	DET
cet-12763	39	25	differences	difference	NOUN
cet-12763	39	26	between	between	ADP
cet-12763	39	27	individual	individual	ADJ
cet-12763	39	28	images	image	NOUN
cet-12763	39	29	,	,	PUNCT
cet-12763	39	30	mosaics	mosaic	NOUN
cet-12763	39	31	were	be	AUX
cet-12763	39	32	created	create	VERB
cet-12763	39	33	in	in	ADP
cet-12763	39	34	erdas	erda	NOUN
cet-12763	39	35	imagine	imagine	VERB
cet-12763	39	36	software	software	NOUN
cet-12763	39	37	.	.	PUNCT
cet-12763	40	1	when	when	SCONJ
cet-12763	40	2	mapping	mapping	NOUN
cet-12763	40	3	,	,	PUNCT
cet-12763	40	4	rangelands	rangeland	NOUN
cet-12763	40	5	in	in	ADP
cet-12763	40	6	the	the	DET
cet-12763	40	7	agricultural	agricultural	ADJ
cet-12763	40	8	land	land	NOUN
cet-12763	40	9	category	category	NOUN
cet-12763	40	10	were	be	AUX
cet-12763	40	11	considered	consider	VERB
cet-12763	40	12	.	.	PUNCT
cet-12763	41	1	the	the	DET
cet-12763	41	2	area	area	NOUN
cet-12763	41	3	of	of	ADP
cet-12763	41	4	pastures	pasture	NOUN
cet-12763	41	5	of	of	ADP
cet-12763	41	6	the	the	DET
cet-12763	41	7	zone	zone	NOUN
cet-12763	41	8	of	of	ADP
cet-12763	41	9	interest	interest	NOUN
cet-12763	41	10	amounted	amount	VERB
cet-12763	41	11	to	to	ADP
cet-12763	41	12	8,127,000	8,127,000	NUM
cet-12763	41	13	ha	ha	NOUN
cet-12763	41	14	.	.	PUNCT
cet-12763	42	1	the	the	DET
cet-12763	42	2	zonal	zonal	ADJ
cet-12763	42	3	affiliation	affiliation	NOUN
cet-12763	42	4	of	of	ADP
cet-12763	42	5	the	the	DET
cet-12763	42	6	territory	territory	NOUN
cet-12763	42	7	was	be	AUX
cet-12763	42	8	conditionally	conditionally	ADV
cet-12763	42	9	allocated	allocate	VERB
cet-12763	42	10	.	.	PUNCT
cet-12763	43	1	for	for	ADP
cet-12763	43	2	reliable	reliable	ADJ
cet-12763	43	3	interpretation	interpretation	NOUN
cet-12763	43	4	of	of	ADP
cet-12763	43	5	remote	remote	ADJ
cet-12763	43	6	sensing	sense	VERB
cet-12763	43	7	data	datum	NOUN
cet-12763	43	8	on	on	ADP
cet-12763	43	9	estimation	estimation	NOUN
cet-12763	43	10	of	of	ADP
cet-12763	43	11	main	main	ADJ
cet-12763	43	12	indicators	indicator	NOUN
cet-12763	43	13	of	of	ADP
cet-12763	43	14	pastures	pasture	NOUN
cet-12763	43	15	,	,	PUNCT
cet-12763	43	16	ground	ground	NOUN
cet-12763	43	17	-	-	PUNCT
cet-12763	43	18	based	base	VERB
cet-12763	43	19	data	datum	NOUN
cet-12763	43	20	collection	collection	NOUN
cet-12763	43	21	on	on	ADP
cet-12763	43	22	reference	reference	NOUN
cet-12763	43	23	polygons	polygon	NOUN
cet-12763	43	24	(	(	PUNCT
cet-12763	43	25	about	about	ADV
cet-12763	43	26	120	120	NUM
cet-12763	43	27	polygons	polygon	NOUN
cet-12763	43	28	)	)	PUNCT
cet-12763	43	29	by	by	ADP
cet-12763	43	30	route	route	NOUN
cet-12763	43	31	survey	survey	NOUN
cet-12763	43	32	on	on	ADP
cet-12763	43	33	the	the	DET
cet-12763	43	34	territory	territory	NOUN
cet-12763	43	35	of	of	ADP
cet-12763	43	36	pavlodar	pavlodar	NOUN
cet-12763	43	37	region	region	NOUN
cet-12763	43	38	was	be	AUX
cet-12763	43	39	carried	carry	VERB
cet-12763	43	40	out	out	ADP
cet-12763	43	41	.	.	PUNCT
cet-12763	44	1	the	the	DET
cet-12763	44	2	reference	reference	NOUN
cet-12763	44	3	polygons	polygon	NOUN
cet-12763	44	4	were	be	AUX
cet-12763	44	5	formed	form	VERB
cet-12763	44	6	on	on	ADP
cet-12763	44	7	the	the	DET
cet-12763	44	8	homogeneous	homogeneous	ADJ
cet-12763	44	9	landscape	landscape	NOUN
cet-12763	44	10	belonging	belong	VERB
cet-12763	44	11	with	with	ADP
cet-12763	44	12	detailed	detailed	ADJ
cet-12763	44	13	description	description	NOUN
cet-12763	44	14	of	of	ADP
cet-12763	44	15	vegetation	vegetation	NOUN
cet-12763	44	16	cover	cover	NOUN
cet-12763	44	17	.	.	PUNCT
cet-12763	45	1	based	base	VERB
cet-12763	45	2	on	on	ADP
cet-12763	45	3	the	the	DET
cet-12763	45	4	data	datum	NOUN
cet-12763	45	5	obtained	obtain	VERB
cet-12763	45	6	,	,	PUNCT
cet-12763	45	7	certain	certain	ADJ
cet-12763	45	8	dependencies	dependency	NOUN
cet-12763	45	9	between	between	ADP
cet-12763	45	10	the	the	DET
cet-12763	45	11	sub	sub	ADJ
cet-12763	45	12	-	-	ADJ
cet-12763	45	13	satellite	satellite	ADJ
cet-12763	45	14	survey	survey	NOUN
cet-12763	45	15	data	datum	NOUN
cet-12763	45	16	and	and	CCONJ
cet-12763	45	17	spectral	spectral	ADJ
cet-12763	45	18	characteristics	characteristic	NOUN
cet-12763	45	19	of	of	ADP
cet-12763	45	20	reference	reference	NOUN
cet-12763	45	21	sites	site	NOUN
cet-12763	45	22	were	be	AUX
cet-12763	45	23	revealed	reveal	VERB
cet-12763	45	24	,	,	PUNCT
cet-12763	45	25	which	which	PRON
cet-12763	45	26	were	be	AUX
cet-12763	45	27	applied	apply	VERB
cet-12763	45	28	for	for	ADP
cet-12763	45	29	description	description	NOUN
cet-12763	45	30	and	and	CCONJ
cet-12763	45	31	interpretation	interpretation	NOUN
cet-12763	45	32	of	of	ADP
cet-12763	45	33	remote	remote	ADJ
cet-12763	45	34	sensing	sense	VERB
cet-12763	45	35	data	datum	NOUN
cet-12763	45	36	during	during	ADP
cet-12763	45	37	monitoring	monitoring	NOUN
cet-12763	45	38	of	of	ADP
cet-12763	45	39	pastures	pasture	NOUN
cet-12763	45	40	of	of	ADP
cet-12763	45	41	the	the	DET
cet-12763	45	42	region	region	NOUN
cet-12763	45	43	.	.	PUNCT
cet-12763	46	1	according	accord	VERB
cet-12763	46	2	to	to	ADP
cet-12763	46	3	field	field	NOUN
cet-12763	46	4	surveys	survey	NOUN
cet-12763	46	5	,	,	PUNCT
cet-12763	46	6	5	5	NUM
cet-12763	46	7	main	main	ADJ
cet-12763	46	8	vegetation	vegetation	NOUN
cet-12763	46	9	formations	formation	NOUN
cet-12763	46	10	of	of	ADP
cet-12763	46	11	steppe	steppe	NOUN
cet-12763	46	12	and	and	CCONJ
cet-12763	46	13	dry	dry	ADJ
cet-12763	46	14	steppe	steppe	NOUN
cet-12763	46	15	pastures	pasture	NOUN
cet-12763	46	16	of	of	ADP
cet-12763	46	17	the	the	DET
cet-12763	46	18	pavlodar	pavlodar	NOUN
cet-12763	46	19	region	region	NOUN
cet-12763	46	20	were	be	AUX
cet-12763	46	21	identified	identify	VERB
cet-12763	46	22	,	,	PUNCT
cet-12763	46	23	which	which	PRON
cet-12763	46	24	include	include	VERB
cet-12763	46	25	53	53	NUM
cet-12763	46	26	species	specie	NOUN
cet-12763	46	27	from	from	ADP
cet-12763	46	28	19	19	NUM
cet-12763	46	29	families	family	NOUN
cet-12763	46	30	of	of	ADP
cet-12763	46	31	higher	high	ADJ
cet-12763	46	32	plants	plant	NOUN
cet-12763	46	33	:	:	PUNCT
cet-12763	46	34	austrian	austrian	ADJ
cet-12763	46	35	-	-	PUNCT
cet-12763	46	36	wormwood	wormwood	NOUN
cet-12763	46	37	,	,	PUNCT
cet-12763	46	38	fescue	fescue	NOUN
cet-12763	46	39	,	,	PUNCT
cet-12763	46	40	feather	feather	NOUN
cet-12763	46	41	grass	grass	NOUN
cet-12763	46	42	,	,	PUNCT
cet-12763	46	43	wheat	wheat	NOUN
cet-12763	46	44	grass	grass	NOUN
cet-12763	46	45	formation	formation	NOUN
cet-12763	46	46	of	of	ADP
cet-12763	46	47	seeded	seeded	ADJ
cet-12763	46	48	hayfields	hayfield	NOUN
cet-12763	46	49	and	and	CCONJ
cet-12763	46	50	pastures	pasture	NOUN
cet-12763	46	51	,	,	PUNCT
cet-12763	46	52	cereal	cereal	NOUN
cet-12763	46	53	formation	formation	NOUN
cet-12763	46	54	.	.	PUNCT
cet-12763	47	1	the	the	DET
cet-12763	47	2	selected	select	VERB
cet-12763	47	3	plant	plant	NOUN
cet-12763	47	4	formations	formation	NOUN
cet-12763	47	5	formed	form	VERB
cet-12763	47	6	the	the	DET
cet-12763	47	7	basis	basis	NOUN
cet-12763	47	8	for	for	ADP
cet-12763	47	9	the	the	DET
cet-12763	47	10	description	description	NOUN
cet-12763	47	11	of	of	ADP
cet-12763	47	12	the	the	DET
cet-12763	47	13	vegetation	vegetation	NOUN
cet-12763	47	14	cover	cover	NOUN
cet-12763	47	15	of	of	ADP
cet-12763	47	16	the	the	DET
cet-12763	47	17	steppe	steppe	NOUN
cet-12763	47	18	and	and	CCONJ
cet-12763	47	19	dry	dry	ADJ
cet-12763	47	20	-	-	PUNCT
cet-12763	47	21	steppe	steppe	NOUN
cet-12763	47	22	zones	zone	NOUN
cet-12763	47	23	of	of	ADP
cet-12763	47	24	pavlodar	pavlodar	NOUN
cet-12763	47	25	region	region	NOUN
cet-12763	47	26	according	accord	VERB
cet-12763	47	27	to	to	ADP
cet-12763	47	28	remote	remote	ADJ
cet-12763	47	29	sensing	sense	VERB
cet-12763	47	30	data	datum	NOUN
cet-12763	47	31	.	.	PUNCT
cet-12763	48	1	the	the	DET
cet-12763	48	2	main	main	ADJ
cet-12763	48	3	plant	plant	NOUN
cet-12763	48	4	species	specie	NOUN
cet-12763	48	5	,	,	PUNCT
cet-12763	48	6	the	the	DET
cet-12763	48	7	dominants	dominant	NOUN
cet-12763	48	8	of	of	ADP
cet-12763	48	9	the	the	DET
cet-12763	48	10	studied	study	VERB
cet-12763	48	11	plant	plant	NOUN
cet-12763	48	12	communities	community	NOUN
cet-12763	48	13	(	(	PUNCT
cet-12763	48	14	cereals	cereal	NOUN
cet-12763	48	15	,	,	PUNCT
cet-12763	48	16	motley	motley	NOUN
cet-12763	48	17	grasses	grass	NOUN
cet-12763	48	18	)	)	PUNCT
cet-12763	48	19	differ	differ	VERB
cet-12763	48	20	in	in	ADP
cet-12763	48	21	architectonics	architectonic	NOUN
cet-12763	48	22	and	and	CCONJ
cet-12763	48	23	are	be	AUX
cet-12763	48	24	characterized	characterize	VERB
cet-12763	48	25	by	by	ADP
cet-12763	48	26	species	specie	NOUN
cet-12763	48	27	-	-	PUNCT
cet-12763	48	28	specific	specific	ADJ
cet-12763	48	29	rates	rate	NOUN
cet-12763	48	30	1239	1239	NUM
cet-12763	48	31	of	of	ADP
cet-12763	48	32	development	development	NOUN
cet-12763	48	33	.	.	PUNCT
cet-12763	49	1	consequently	consequently	ADV
cet-12763	49	2	,	,	PUNCT
cet-12763	49	3	the	the	DET
cet-12763	49	4	value	value	NOUN
cet-12763	49	5	of	of	ADP
cet-12763	49	6	vegetation	vegetation	NOUN
cet-12763	49	7	indices	index	NOUN
cet-12763	49	8	of	of	ADP
cet-12763	49	9	different	different	ADJ
cet-12763	49	10	vegetation	vegetation	NOUN
cet-12763	49	11	species	specie	NOUN
cet-12763	49	12	will	will	AUX
cet-12763	49	13	be	be	AUX
cet-12763	49	14	unequal	unequal	ADJ
cet-12763	49	15	in	in	ADP
cet-12763	49	16	different	different	ADJ
cet-12763	49	17	phases	phase	NOUN
cet-12763	49	18	of	of	ADP
cet-12763	49	19	development	development	NOUN
cet-12763	49	20	.	.	PUNCT
cet-12763	50	1	according	accord	VERB
cet-12763	50	2	to	to	ADP
cet-12763	50	3	the	the	DET
cet-12763	50	4	results	result	NOUN
cet-12763	50	5	of	of	ADP
cet-12763	50	6	the	the	DET
cet-12763	50	7	analysis	analysis	NOUN
cet-12763	50	8	of	of	ADP
cet-12763	50	9	vegetation	vegetation	NOUN
cet-12763	50	10	indices	index	NOUN
cet-12763	50	11	of	of	ADP
cet-12763	50	12	rs	rs	ADJ
cet-12763	50	13	data	datum	NOUN
cet-12763	50	14	for	for	ADP
cet-12763	50	15	the	the	DET
cet-12763	50	16	vegetation	vegetation	NOUN
cet-12763	50	17	period	period	NOUN
cet-12763	50	18	2021	2021	NUM
cet-12763	50	19	showed	show	VERB
cet-12763	50	20	a	a	DET
cet-12763	50	21	significant	significant	ADJ
cet-12763	50	22	advantage	advantage	NOUN
cet-12763	50	23	of	of	ADP
cet-12763	50	24	biophysical	biophysical	ADJ
cet-12763	50	25	parameters	parameter	NOUN
cet-12763	50	26	(	(	PUNCT
cet-12763	50	27	bfp	bfp	NOUN
cet-12763	50	28	)	)	PUNCT
cet-12763	50	29	in	in	ADP
cet-12763	50	30	describing	describe	VERB
cet-12763	50	31	individual	individual	ADJ
cet-12763	50	32	plant	plant	NOUN
cet-12763	50	33	formations	formation	NOUN
cet-12763	50	34	.	.	PUNCT
cet-12763	51	1	vegetation	vegetation	NOUN
cet-12763	51	2	indices	index	NOUN
cet-12763	51	3	mainly	mainly	ADV
cet-12763	51	4	characterize	characterize	VERB
cet-12763	51	5	development	development	NOUN
cet-12763	51	6	,	,	PUNCT
cet-12763	51	7	dynamics	dynamic	NOUN
cet-12763	51	8	and	and	CCONJ
cet-12763	51	9	biomass	biomass	NOUN
cet-12763	51	10	volume	volume	NOUN
cet-12763	51	11	,	,	PUNCT
cet-12763	51	12	but	but	CCONJ
cet-12763	51	13	do	do	AUX
cet-12763	51	14	not	not	PART
cet-12763	51	15	reflect	reflect	VERB
cet-12763	51	16	specificity	specificity	NOUN
cet-12763	51	17	of	of	ADP
cet-12763	51	18	individual	individual	ADJ
cet-12763	51	19	plant	plant	NOUN
cet-12763	51	20	formations	formation	NOUN
cet-12763	51	21	.	.	PUNCT
cet-12763	52	1	of	of	ADP
cet-12763	52	2	all	all	DET
cet-12763	52	3	known	know	VERB
cet-12763	52	4	and	and	CCONJ
cet-12763	52	5	used	used	ADJ
cet-12763	52	6	indices	index	NOUN
cet-12763	52	7	characterizing	characterize	VERB
cet-12763	52	8	the	the	DET
cet-12763	52	9	state	state	NOUN
cet-12763	52	10	of	of	ADP
cet-12763	52	11	vegetation	vegetation	NOUN
cet-12763	52	12	,	,	PUNCT
cet-12763	52	13	fapar	fapar	PROPN
cet-12763	52	14	proved	prove	VERB
cet-12763	52	15	to	to	PART
cet-12763	52	16	be	be	AUX
cet-12763	52	17	the	the	DET
cet-12763	52	18	most	most	ADV
cet-12763	52	19	informative	informative	ADJ
cet-12763	52	20	.	.	PUNCT
cet-12763	53	1	for	for	ADP
cet-12763	53	2	example	example	NOUN
cet-12763	53	3	,	,	PUNCT
cet-12763	53	4	fapar	fapar	PROPN
cet-12763	53	5	values	value	NOUN
cet-12763	53	6	are	be	AUX
cet-12763	53	7	stable	stable	ADJ
cet-12763	53	8	during	during	ADP
cet-12763	53	9	the	the	DET
cet-12763	53	10	season	season	NOUN
cet-12763	53	11	for	for	ADP
cet-12763	53	12	fescue	fescue	ADJ
cet-12763	53	13	and	and	CCONJ
cet-12763	53	14	feather	feather	NOUN
cet-12763	53	15	grass	grass	NOUN
cet-12763	53	16	formations	formation	NOUN
cet-12763	53	17	.	.	PUNCT
cet-12763	54	1	the	the	DET
cet-12763	54	2	austrian	austrian	ADJ
cet-12763	54	3	wormwood	wormwood	NOUN
cet-12763	54	4	formation	formation	NOUN
cet-12763	54	5	is	be	AUX
cet-12763	54	6	also	also	ADV
cet-12763	54	7	stable	stable	ADJ
cet-12763	54	8	during	during	ADP
cet-12763	54	9	the	the	DET
cet-12763	54	10	season	season	NOUN
cet-12763	54	11	,	,	PUNCT
cet-12763	54	12	but	but	CCONJ
cet-12763	54	13	the	the	DET
cet-12763	54	14	values	value	NOUN
cet-12763	54	15	are	be	AUX
cet-12763	54	16	an	an	DET
cet-12763	54	17	order	order	NOUN
cet-12763	54	18	of	of	ADP
cet-12763	54	19	magnitude	magnitude	NOUN
cet-12763	54	20	higher	high	ADJ
cet-12763	54	21	than	than	ADP
cet-12763	54	22	the	the	DET
cet-12763	54	23	previous	previous	ADJ
cet-12763	54	24	formations	formation	NOUN
cet-12763	54	25	.	.	PUNCT
cet-12763	55	1	from	from	ADP
cet-12763	55	2	the	the	DET
cet-12763	55	3	maximum	maximum	ADJ
cet-12763	55	4	value	value	NOUN
cet-12763	55	5	in	in	ADP
cet-12763	55	6	may	may	PROPN
cet-12763	55	7	to	to	ADP
cet-12763	55	8	the	the	DET
cet-12763	55	9	minimum	minimum	ADJ
cet-12763	55	10	value	value	NOUN
cet-12763	55	11	in	in	ADP
cet-12763	55	12	september	september	PROPN
cet-12763	55	13	,	,	PUNCT
cet-12763	55	14	this	this	DET
cet-12763	55	15	diagram	diagram	NOUN
cet-12763	55	16	is	be	AUX
cet-12763	55	17	characteristic	characteristic	ADJ
cet-12763	55	18	of	of	ADP
cet-12763	55	19	the	the	DET
cet-12763	55	20	anthropogenic	anthropogenic	ADJ
cet-12763	55	21	agrocenosis	agrocenosis	NOUN
cet-12763	55	22	seeded	seed	VERB
cet-12763	55	23	hayfields	hayfield	NOUN
cet-12763	55	24	.	.	PUNCT
cet-12763	56	1	the	the	DET
cet-12763	56	2	same	same	ADJ
cet-12763	56	3	characteristics	characteristic	NOUN
cet-12763	56	4	of	of	ADP
cet-12763	56	5	fapar	fapar	NOUN
cet-12763	56	6	are	be	AUX
cet-12763	56	7	shown	show	VERB
cet-12763	56	8	by	by	ADP
cet-12763	56	9	cereal	cereal	NOUN
cet-12763	56	10	formation	formation	NOUN
cet-12763	56	11	,	,	PUNCT
cet-12763	56	12	but	but	CCONJ
cet-12763	56	13	there	there	PRON
cet-12763	56	14	is	be	VERB
cet-12763	56	15	stability	stability	NOUN
cet-12763	56	16	in	in	ADP
cet-12763	56	17	july	july	PROPN
cet-12763	56	18	-	-	PUNCT
cet-12763	56	19	august	august	PROPN
cet-12763	56	20	.	.	PUNCT
cet-12763	57	1	the	the	DET
cet-12763	57	2	dynamics	dynamic	NOUN
cet-12763	57	3	of	of	ADP
cet-12763	57	4	the	the	DET
cet-12763	57	5	biophysical	biophysical	ADJ
cet-12763	57	6	parameter	parameter	NOUN
cet-12763	57	7	of	of	ADP
cet-12763	57	8	vegetation	vegetation	NOUN
cet-12763	57	9	fcover	fcover	NOUN
cet-12763	57	10	in	in	ADP
cet-12763	57	11	pavlodar	pavlodar	NOUN
cet-12763	57	12	region	region	NOUN
cet-12763	57	13	relative	relative	ADJ
cet-12763	57	14	to	to	ADP
cet-12763	57	15	the	the	DET
cet-12763	57	16	identified	identify	VERB
cet-12763	57	17	plant	plant	NOUN
cet-12763	57	18	formations	formation	NOUN
cet-12763	57	19	is	be	AUX
cet-12763	57	20	shown	show	VERB
cet-12763	57	21	in	in	ADP
cet-12763	57	22	figure	figure	NOUN
cet-12763	57	23	3	3	NUM
cet-12763	57	24	.	.	PUNCT
cet-12763	57	25	figure	figure	VERB
cet-12763	57	26	3	3	NUM
cet-12763	57	27	:	:	PUNCT
cet-12763	57	28	dynamics	dynamic	NOUN
cet-12763	57	29	of	of	ADP
cet-12763	57	30	the	the	DET
cet-12763	57	31	biophysical	biophysical	ADJ
cet-12763	57	32	parameter	parameter	NOUN
cet-12763	57	33	of	of	ADP
cet-12763	57	34	vegetation	vegetation	NOUN
cet-12763	57	35	fcover	fcover	NOUN
cet-12763	57	36	in	in	ADP
cet-12763	57	37	pavlodar	pavlodar	NOUN
cet-12763	57	38	region	region	NOUN
cet-12763	57	39	in	in	ADP
cet-12763	57	40	relation	relation	NOUN
cet-12763	57	41	to	to	ADP
cet-12763	57	42	the	the	DET
cet-12763	57	43	selected	select	VERB
cet-12763	57	44	vegetation	vegetation	NOUN
cet-12763	57	45	formations	formation	NOUN
cet-12763	57	46	according	accord	VERB
cet-12763	57	47	to	to	ADP
cet-12763	57	48	satellite	satellite	NOUN
cet-12763	57	49	data	datum	NOUN
cet-12763	57	50	(	(	PUNCT
cet-12763	57	51	sentinel	sentinel	NOUN
cet-12763	57	52	2	2	NUM
cet-12763	57	53	)	)	PUNCT
cet-12763	57	54	the	the	DET
cet-12763	57	55	values	value	NOUN
cet-12763	57	56	of	of	ADP
cet-12763	57	57	the	the	DET
cet-12763	57	58	indices	index	NOUN
cet-12763	57	59	characterizing	characterize	VERB
cet-12763	57	60	the	the	DET
cet-12763	57	61	state	state	NOUN
cet-12763	57	62	of	of	ADP
cet-12763	57	63	vegetation	vegetation	NOUN
cet-12763	57	64	in	in	ADP
cet-12763	57	65	figure	figure	NOUN
cet-12763	57	66	3	3	NUM
cet-12763	57	67	were	be	AUX
cet-12763	57	68	calculated	calculate	VERB
cet-12763	57	69	and	and	CCONJ
cet-12763	57	70	presented	present	VERB
cet-12763	57	71	by	by	ADP
cet-12763	57	72	the	the	DET
cet-12763	57	73	authors	author	NOUN
cet-12763	57	74	of	of	ADP
cet-12763	57	75	the	the	DET
cet-12763	57	76	article	article	NOUN
cet-12763	57	77	based	base	VERB
cet-12763	57	78	on	on	ADP
cet-12763	57	79	the	the	DET
cet-12763	57	80	processing	processing	NOUN
cet-12763	57	81	of	of	ADP
cet-12763	57	82	images	image	NOUN
cet-12763	57	83	obtained	obtain	VERB
cet-12763	57	84	from	from	ADP
cet-12763	57	85	the	the	DET
cet-12763	57	86	sentinel-2	sentinel-2	NUM
cet-12763	57	87	satellite	satellite	NOUN
cet-12763	57	88	,	,	PUNCT
cet-12763	57	89	which	which	PRON
cet-12763	57	90	are	be	AUX
cet-12763	57	91	in	in	ADP
cet-12763	57	92	the	the	DET
cet-12763	57	93	public	public	ADJ
cet-12763	57	94	domain	domain	NOUN
cet-12763	57	95	.	.	PUNCT
cet-12763	58	1	it	it	PRON
cet-12763	58	2	was	be	AUX
cet-12763	58	3	found	find	VERB
cet-12763	58	4	that	that	SCONJ
cet-12763	58	5	the	the	DET
cet-12763	58	6	fcover	fcover	NOUN
cet-12763	58	7	parameter	parameter	NOUN
cet-12763	58	8	during	during	ADP
cet-12763	58	9	the	the	DET
cet-12763	58	10	vegetation	vegetation	NOUN
cet-12763	58	11	period	period	NOUN
cet-12763	58	12	of	of	ADP
cet-12763	58	13	austrian	austrian	ADJ
cet-12763	58	14	wormwood	wormwood	NOUN
cet-12763	58	15	formation	formation	NOUN
cet-12763	58	16	,	,	PUNCT
cet-12763	58	17	decreases	decrease	VERB
cet-12763	58	18	for	for	ADP
cet-12763	58	19	vetch	vetch	NOUN
cet-12763	58	20	and	and	CCONJ
cet-12763	58	21	cereal	cereal	NOUN
cet-12763	58	22	formations	formation	NOUN
cet-12763	58	23	,	,	PUNCT
cet-12763	58	24	and	and	CCONJ
cet-12763	58	25	changes	change	NOUN
cet-12763	58	26	during	during	ADP
cet-12763	58	27	the	the	DET
cet-12763	58	28	season	season	NOUN
cet-12763	58	29	for	for	ADP
cet-12763	58	30	fescue	fescue	ADJ
cet-12763	58	31	and	and	CCONJ
cet-12763	58	32	feather	feather	NOUN
cet-12763	58	33	grass	grass	NOUN
cet-12763	58	34	formations	formation	NOUN
cet-12763	58	35	.	.	PUNCT
cet-12763	59	1	knowledge	knowledge	NOUN
cet-12763	59	2	of	of	ADP
cet-12763	59	3	the	the	DET
cet-12763	59	4	spatial	spatial	ADJ
cet-12763	59	5	location	location	NOUN
cet-12763	59	6	of	of	ADP
cet-12763	59	7	plant	plant	NOUN
cet-12763	59	8	formations	formation	NOUN
cet-12763	59	9	provides	provide	VERB
cet-12763	59	10	information	information	NOUN
cet-12763	59	11	on	on	ADP
cet-12763	59	12	the	the	DET
cet-12763	59	13	fodder	fodder	NOUN
cet-12763	59	14	potential	potential	NOUN
cet-12763	59	15	of	of	ADP
cet-12763	59	16	an	an	DET
cet-12763	59	17	area	area	NOUN
cet-12763	59	18	and	and	CCONJ
cet-12763	59	19	contributes	contribute	VERB
cet-12763	59	20	to	to	ADP
cet-12763	59	21	effective	effective	ADJ
cet-12763	59	22	planning	planning	NOUN
cet-12763	59	23	of	of	ADP
cet-12763	59	24	pasture	pasture	NOUN
cet-12763	59	25	rotation	rotation	NOUN
cet-12763	59	26	considering	consider	VERB
cet-12763	59	27	seasonal	seasonal	ADJ
cet-12763	59	28	fodder	fodder	NOUN
cet-12763	59	29	capacity	capacity	NOUN
cet-12763	59	30	and	and	CCONJ
cet-12763	59	31	productivity	productivity	NOUN
cet-12763	59	32	of	of	ADP
cet-12763	59	33	pasture	pasture	NOUN
cet-12763	59	34	vegetation	vegetation	NOUN
cet-12763	59	35	.	.	PUNCT
cet-12763	60	1	monitoring	monitoring	NOUN
cet-12763	60	2	of	of	ADP
cet-12763	60	3	rational	rational	ADJ
cet-12763	60	4	use	use	NOUN
cet-12763	60	5	of	of	ADP
cet-12763	60	6	arable	arable	ADJ
cet-12763	60	7	lands	land	NOUN
cet-12763	60	8	based	base	VERB
cet-12763	60	9	on	on	ADP
cet-12763	60	10	remote	remote	ADJ
cet-12763	60	11	sensing	sense	VERB
cet-12763	60	12	data	datum	NOUN
cet-12763	60	13	is	be	AUX
cet-12763	60	14	carried	carry	VERB
cet-12763	60	15	out	out	ADP
cet-12763	60	16	in	in	ADP
cet-12763	60	17	two	two	NUM
cet-12763	60	18	main	main	ADJ
cet-12763	60	19	directions	direction	NOUN
cet-12763	60	20	:	:	PUNCT
cet-12763	60	21	assessment	assessment	NOUN
cet-12763	60	22	of	of	ADP
cet-12763	60	23	target	target	NOUN
cet-12763	60	24	use	use	NOUN
cet-12763	60	25	and	and	CCONJ
cet-12763	60	26	assessment	assessment	NOUN
cet-12763	60	27	of	of	ADP
cet-12763	60	28	soil	soil	NOUN
cet-12763	60	29	fertility	fertility	NOUN
cet-12763	60	30	changes	change	NOUN
cet-12763	60	31	.	.	PUNCT
cet-12763	61	1	for	for	SCONJ
cet-12763	61	2	evaluation	evaluation	NOUN
cet-12763	61	3	of	of	ADP
cet-12763	61	4	arable	arable	ADJ
cet-12763	61	5	lands	land	NOUN
cet-12763	61	6	of	of	ADP
cet-12763	61	7	the	the	DET
cet-12763	61	8	region	region	NOUN
cet-12763	61	9	under	under	AUX
cet-12763	61	10	study	study	VERB
cet-12763	61	11	the	the	DET
cet-12763	61	12	map	map	NOUN
cet-12763	61	13	of	of	ADP
cet-12763	61	14	land	land	NOUN
cet-12763	61	15	use	use	NOUN
cet-12763	61	16	of	of	ADP
cet-12763	61	17	the	the	DET
cet-12763	61	18	test	test	NOUN
cet-12763	61	19	site	site	NOUN
cet-12763	61	20	the	the	DET
cet-12763	61	21	farm	farm	NOUN
cet-12763	61	22	"	"	PUNCT
cet-12763	61	23	mayak	mayak	NOUN
cet-12763	61	24	"	"	PUNCT
cet-12763	61	25	is	be	AUX
cet-12763	61	26	developed	develop	VERB
cet-12763	61	27	.	.	PUNCT
cet-12763	62	1	the	the	DET
cet-12763	62	2	resolution	resolution	NOUN
cet-12763	62	3	and	and	CCONJ
cet-12763	62	4	spectral	spectral	ADJ
cet-12763	62	5	capabilities	capability	NOUN
cet-12763	62	6	of	of	ADP
cet-12763	62	7	modern	modern	ADJ
cet-12763	62	8	spacecrafts	spacecraft	NOUN
cet-12763	62	9	allow	allow	VERB
cet-12763	62	10	for	for	ADP
cet-12763	62	11	a	a	DET
cet-12763	62	12	complete	complete	ADJ
cet-12763	62	13	analysis	analysis	NOUN
cet-12763	62	14	of	of	ADP
cet-12763	62	15	the	the	DET
cet-12763	62	16	soil	soil	NOUN
cet-12763	62	17	cover	cover	NOUN
cet-12763	62	18	.	.	PUNCT
cet-12763	63	1	evaluation	evaluation	NOUN
cet-12763	63	2	and	and	CCONJ
cet-12763	63	3	visualization	visualization	NOUN
cet-12763	63	4	of	of	ADP
cet-12763	63	5	a	a	DET
cet-12763	63	6	complex	complex	ADJ
cet-12763	63	7	multifactorial	multifactorial	ADJ
cet-12763	63	8	process	process	NOUN
cet-12763	63	9	made	make	VERB
cet-12763	63	10	it	it	PRON
cet-12763	63	11	possible	possible	ADJ
cet-12763	63	12	to	to	PART
cet-12763	63	13	obtain	obtain	VERB
cet-12763	63	14	quantitative	quantitative	ADJ
cet-12763	63	15	parameters	parameter	NOUN
cet-12763	63	16	of	of	ADP
cet-12763	63	17	high	high	ADJ
cet-12763	63	18	particles	particle	NOUN
cet-12763	63	19	based	base	VERB
cet-12763	63	20	on	on	ADP
cet-12763	63	21	the	the	DET
cet-12763	63	22	processing	processing	NOUN
cet-12763	63	23	of	of	ADP
cet-12763	63	24	large	large	ADJ
cet-12763	63	25	datasets	dataset	NOUN
cet-12763	63	26	.	.	PUNCT
cet-12763	64	1	chestnut	chestnut	PROPN
cet-12763	64	2	soils	soils	PROPN
cet-12763	64	3	occur	occur	VERB
cet-12763	64	4	over	over	ADP
cet-12763	64	5	a	a	DET
cet-12763	64	6	wide	wide	ADJ
cet-12763	64	7	area	area	NOUN
cet-12763	64	8	.	.	PUNCT
cet-12763	65	1	chestnut	chestnut	PROPN
cet-12763	65	2	soils	soils	PROPN
cet-12763	65	3	were	be	AUX
cet-12763	65	4	formed	form	VERB
cet-12763	65	5	in	in	ADP
cet-12763	65	6	a	a	DET
cet-12763	65	7	zone	zone	NOUN
cet-12763	65	8	of	of	ADP
cet-12763	65	9	dry	dry	ADJ
cet-12763	65	10	steppes	steppe	NOUN
cet-12763	65	11	under	under	ADP
cet-12763	65	12	conditions	condition	NOUN
cet-12763	65	13	of	of	ADP
cet-12763	65	14	insufficient	insufficient	ADJ
cet-12763	65	15	moisture	moisture	NOUN
cet-12763	65	16	and	and	CCONJ
cet-12763	65	17	1240	1240	NUM
cet-12763	65	18	poor	poor	ADJ
cet-12763	65	19	vegetation	vegetation	NOUN
cet-12763	65	20	.	.	PUNCT
cet-12763	66	1	the	the	DET
cet-12763	66	2	main	main	ADJ
cet-12763	66	3	criterion	criterion	NOUN
cet-12763	66	4	for	for	ADP
cet-12763	66	5	differentiation	differentiation	NOUN
cet-12763	66	6	of	of	ADP
cet-12763	66	7	chestnut	chestnut	NOUN
cet-12763	66	8	soils	soils	PROPN
cet-12763	66	9	is	be	AUX
cet-12763	66	10	their	their	PRON
cet-12763	66	11	degree	degree	NOUN
cet-12763	66	12	of	of	ADP
cet-12763	66	13	humus	humus	NOUN
cet-12763	66	14	content	content	NOUN
cet-12763	66	15	.	.	PUNCT
cet-12763	67	1	the	the	DET
cet-12763	67	2	humus	humus	NOUN
cet-12763	67	3	horizon	horizon	NOUN
cet-12763	67	4	reaches	reach	VERB
cet-12763	67	5	up	up	ADP
cet-12763	67	6	to	to	PART
cet-12763	67	7	30	30	NUM
cet-12763	67	8	cm	cm	NOUN
cet-12763	67	9	,	,	PUNCT
cet-12763	67	10	their	their	PRON
cet-12763	67	11	humus	humus	NOUN
cet-12763	67	12	content	content	NOUN
cet-12763	67	13	is	be	AUX
cet-12763	67	14	1.3	1.3	NUM
cet-12763	67	15	2.9	2.9	NUM
cet-12763	67	16	%	%	NOUN
cet-12763	67	17	.	.	PUNCT
cet-12763	68	1	chestnut	chestnut	ADJ
cet-12763	68	2	type	type	NOUN
cet-12763	68	3	of	of	ADP
cet-12763	68	4	soils	soil	NOUN
cet-12763	68	5	is	be	AUX
cet-12763	68	6	the	the	DET
cet-12763	68	7	dominant	dominant	ADJ
cet-12763	68	8	soil	soil	NOUN
cet-12763	68	9	unit	unit	NOUN
cet-12763	68	10	in	in	ADP
cet-12763	68	11	the	the	DET
cet-12763	68	12	territory	territory	NOUN
cet-12763	68	13	of	of	ADP
cet-12763	68	14	this	this	DET
cet-12763	68	15	site	site	NOUN
cet-12763	68	16	.	.	PUNCT
cet-12763	69	1	a	a	DET
cet-12763	69	2	detailed	detailed	ADJ
cet-12763	69	3	soil	soil	NOUN
cet-12763	69	4	survey	survey	NOUN
cet-12763	69	5	was	be	AUX
cet-12763	69	6	carried	carry	VERB
cet-12763	69	7	out	out	ADP
cet-12763	69	8	on	on	ADP
cet-12763	69	9	an	an	DET
cet-12763	69	10	irrigated	irrigated	ADJ
cet-12763	69	11	plot	plot	NOUN
cet-12763	69	12	of	of	ADP
cet-12763	69	13	1,211,000	1,211,000	NUM
cet-12763	69	14	ha	ha	INTJ
cet-12763	69	15	(	(	PUNCT
cet-12763	69	16	figure	figure	NOUN
cet-12763	69	17	4	4	NUM
cet-12763	69	18	)	)	PUNCT
cet-12763	69	19	.	.	PUNCT
cet-12763	70	1	figure	figure	VERB
cet-12763	70	2	4	4	NUM
cet-12763	70	3	:	:	PUNCT
cet-12763	70	4	cartogram	cartogram	NOUN
cet-12763	70	5	of	of	ADP
cet-12763	70	6	agrochemical	agrochemical	ADJ
cet-12763	70	7	elements	element	NOUN
cet-12763	70	8	content	content	NOUN
cet-12763	70	9	in	in	ADP
cet-12763	70	10	soil	soil	NOUN
cet-12763	70	11	of	of	ADP
cet-12763	70	12	the	the	DET
cet-12763	70	13	test	test	NOUN
cet-12763	70	14	site	site	NOUN
cet-12763	70	15	in	in	ADP
cet-12763	70	16	pavlodar	pavlodar	NOUN
cet-12763	70	17	region	region	NOUN
cet-12763	70	18	:	:	PUNCT
cet-12763	70	19	a	a	X
cet-12763	70	20	)	)	PUNCT
cet-12763	70	21	space	space	NOUN
cet-12763	70	22	image	image	NOUN
cet-12763	70	23	;	;	PUNCT
cet-12763	70	24	b	b	X
cet-12763	70	25	)	)	PUNCT
cet-12763	70	26	cartogram	cartogram	NOUN
cet-12763	70	27	of	of	ADP
cet-12763	70	28	soil	soil	NOUN
cet-12763	70	29	phosphorus	phosphorus	NOUN
cet-12763	70	30	and	and	CCONJ
cet-12763	70	31	potassium	potassium	NOUN
cet-12763	70	32	content	content	NOUN
cet-12763	70	33	;	;	PUNCT
cet-12763	70	34	c	c	X
cet-12763	70	35	)	)	PUNCT
cet-12763	70	36	cartogram	cartogram	NOUN
cet-12763	70	37	of	of	ADP
cet-12763	70	38	nitrogen	nitrogen	NOUN
cet-12763	70	39	content	content	NOUN
cet-12763	70	40	in	in	ADP
cet-12763	70	41	soil	soil	NOUN
cet-12763	70	42	;	;	PUNCT
cet-12763	70	43	(	(	PUNCT
cet-12763	70	44	all	all	DET
cet-12763	70	45	data	datum	NOUN
cet-12763	70	46	were	be	AUX
cet-12763	70	47	obtained	obtain	VERB
cet-12763	70	48	from	from	ADP
cet-12763	70	49	space	space	NOUN
cet-12763	70	50	images	image	NOUN
cet-12763	70	51	of	of	ADP
cet-12763	70	52	the	the	DET
cet-12763	70	53	kazeosat-2	kazeosat-2	PROPN
cet-12763	70	54	satellite	satellite	NOUN
cet-12763	70	55	)	)	PUNCT
cet-12763	70	56	figure	figure	NOUN
cet-12763	70	57	4	4	NUM
cet-12763	70	58	was	be	AUX
cet-12763	70	59	built	build	VERB
cet-12763	70	60	by	by	ADP
cet-12763	70	61	the	the	DET
cet-12763	70	62	authors	author	NOUN
cet-12763	70	63	on	on	ADP
cet-12763	70	64	the	the	DET
cet-12763	70	65	basis	basis	NOUN
cet-12763	70	66	of	of	ADP
cet-12763	70	67	their	their	PRON
cet-12763	70	68	own	own	ADJ
cet-12763	70	69	data	datum	NOUN
cet-12763	70	70	from	from	ADP
cet-12763	70	71	the	the	DET
cet-12763	70	72	kazeosat-2	kazeosat-2	PROPN
cet-12763	70	73	satellite	satellite	NOUN
cet-12763	70	74	,	,	PUNCT
cet-12763	70	75	by	by	ADP
cet-12763	70	76	stitching	stitching	NOUN
cet-12763	70	77	tiles	tile	NOUN
cet-12763	70	78	and	and	CCONJ
cet-12763	70	79	processing	process	VERB
cet-12763	70	80	satellite	satellite	NOUN
cet-12763	70	81	images	image	NOUN
cet-12763	70	82	,	,	PUNCT
cet-12763	70	83	and	and	CCONJ
cet-12763	70	84	is	be	AUX
cet-12763	70	85	the	the	DET
cet-12763	70	86	property	property	NOUN
cet-12763	70	87	of	of	ADP
cet-12763	70	88	the	the	DET
cet-12763	70	89	authors	author	NOUN
cet-12763	70	90	of	of	ADP
cet-12763	70	91	the	the	DET
cet-12763	70	92	article	article	NOUN
cet-12763	70	93	.	.	PUNCT
cet-12763	71	1	on	on	ADP
cet-12763	71	2	the	the	DET
cet-12763	71	3	basis	basis	NOUN
cet-12763	71	4	of	of	ADP
cet-12763	71	5	space	space	NOUN
cet-12763	71	6	images	image	NOUN
cet-12763	71	7	,	,	PUNCT
cet-12763	71	8	maps	map	NOUN
cet-12763	71	9	were	be	AUX
cet-12763	71	10	constructed	construct	VERB
cet-12763	71	11	that	that	PRON
cet-12763	71	12	characterize	characterize	VERB
cet-12763	71	13	6	6	NUM
cet-12763	71	14	spectral	spectral	ADJ
cet-12763	71	15	indicators	indicator	NOUN
cet-12763	71	16	of	of	ADP
cet-12763	71	17	the	the	DET
cet-12763	71	18	state	state	NOUN
cet-12763	71	19	of	of	ADP
cet-12763	71	20	vegetation	vegetation	NOUN
cet-12763	71	21	:	:	PUNCT
cet-12763	71	22	ndvi	ndvi	PROPN
cet-12763	71	23	normalized	normalize	VERB
cet-12763	71	24	difference	difference	NOUN
cet-12763	71	25	vegetation	vegetation	NOUN
cet-12763	71	26	index	index	NOUN
cet-12763	71	27	,	,	PUNCT
cet-12763	71	28	ndwi	ndwi	VERB
cet-12763	71	29	the	the	DET
cet-12763	71	30	normalized	normalize	VERB
cet-12763	71	31	difference	difference	NOUN
cet-12763	71	32	water	water	NOUN
cet-12763	71	33	index	index	NOUN
cet-12763	71	34	,	,	PUNCT
cet-12763	71	35	swir	swir	ADJ
cet-12763	71	36	short	short	ADJ
cet-12763	71	37	-	-	PUNCT
cet-12763	71	38	wave	wave	NOUN
cet-12763	71	39	infrared	infrared	ADJ
cet-12763	71	40	imaging	imaging	NOUN
cet-12763	71	41	,	,	PUNCT
cet-12763	71	42	ndre	ndre	ADV
cet-12763	71	43	-normalized	-normalize	VERB
cet-12763	71	44	difference	difference	NOUN
cet-12763	71	45	red	red	ADJ
cet-12763	71	46	edge	edge	PROPN
cet-12763	71	47	index	index	NOUN
cet-12763	71	48	,	,	PUNCT
cet-12763	71	49	msavi	msavi	VERB
cet-12763	71	50	modified	modify	VERB
cet-12763	71	51	soil	soil	NOUN
cet-12763	71	52	vegetation	vegetation	NOUN
cet-12763	71	53	index	index	NOUN
cet-12763	71	54	,	,	PUNCT
cet-12763	71	55	as	as	ADV
cet-12763	71	56	well	well	ADV
cet-12763	71	57	as	as	ADP
cet-12763	71	58	chlorophyll	chlorophyll	ADJ
cet-12763	71	59	index	index	NOUN
cet-12763	71	60	reci	reci	NOUN
cet-12763	71	61	(	(	PUNCT
cet-12763	71	62	figure	figure	NOUN
cet-12763	71	63	5	5	NUM
cet-12763	71	64	)	)	PUNCT
cet-12763	71	65	.	.	PUNCT
cet-12763	72	1	figure	figure	VERB
cet-12763	72	2	5	5	NUM
cet-12763	72	3	:	:	PUNCT
cet-12763	72	4	cartogram	cartogram	NOUN
cet-12763	72	5	of	of	ADP
cet-12763	72	6	spectral	spectral	ADJ
cet-12763	72	7	indices	index	NOUN
cet-12763	72	8	of	of	ADP
cet-12763	72	9	pavlodar	pavlodar	NOUN
cet-12763	72	10	region	region	NOUN
cet-12763	72	11	test	test	NOUN
cet-12763	72	12	site	site	NOUN
cet-12763	72	13	:	:	PUNCT
cet-12763	72	14	a)-vegetation	a)-vegetation	NOUN
cet-12763	72	15	index	index	NOUN
cet-12763	72	16	ndvi	ndvi	NOUN
cet-12763	72	17	;	;	PUNCT
cet-12763	72	18	b)-ndre	b)-ndre	PUNCT
cet-12763	72	19	normalized	normalize	VERB
cet-12763	72	20	difference	difference	NOUN
cet-12763	72	21	red	red	ADJ
cet-12763	72	22	edge	edge	NOUN
cet-12763	72	23	index	index	NOUN
cet-12763	72	24	;	;	PUNCT
cet-12763	72	25	c)-msavi	c)-msavi	VERB
cet-12763	72	26	modified	modify	VERB
cet-12763	72	27	soil	soil	NOUN
cet-12763	72	28	vegetation	vegetation	NOUN
cet-12763	72	29	index	index	NOUN
cet-12763	72	30	;	;	PUNCT
cet-12763	72	31	d)-chlorophyll	d)-chlorophyll	X
cet-12763	72	32	index	index	NOUN
cet-12763	72	33	reci	reci	NOUN
cet-12763	72	34	;	;	PUNCT
cet-12763	72	35	e	e	X
cet-12763	72	36	)	)	PUNCT
cet-12763	72	37	ndwi	ndwi	NOUN
cet-12763	72	38	;	;	PUNCT
cet-12763	72	39	f	f	X
cet-12763	72	40	)	)	PUNCT
cet-12763	72	41	elevation	elevation	NOUN
cet-12763	72	42	map	map	NOUN
cet-12763	72	43	;	;	PUNCT
cet-12763	72	44	(	(	PUNCT
cet-12763	72	45	data	datum	NOUN
cet-12763	72	46	obtained	obtain	VERB
cet-12763	72	47	using	use	VERB
cet-12763	72	48	satellites	satellite	NOUN
cet-12763	72	49	sentinel	sentinel	ADJ
cet-12763	72	50	2	2	NUM
cet-12763	72	51	,	,	PUNCT
cet-12763	72	52	landsat-8	landsat-8	NUM
cet-12763	72	53	)	)	PUNCT
cet-12763	72	54	the	the	DET
cet-12763	72	55	values	value	NOUN
cet-12763	72	56	of	of	ADP
cet-12763	72	57	the	the	DET
cet-12763	72	58	indices	index	NOUN
cet-12763	72	59	characterizing	characterize	VERB
cet-12763	72	60	the	the	DET
cet-12763	72	61	state	state	NOUN
cet-12763	72	62	of	of	ADP
cet-12763	72	63	vegetation	vegetation	NOUN
cet-12763	72	64	in	in	ADP
cet-12763	72	65	figure	figure	NOUN
cet-12763	72	66	5	5	NUM
cet-12763	72	67	were	be	AUX
cet-12763	72	68	calculated	calculate	VERB
cet-12763	72	69	and	and	CCONJ
cet-12763	72	70	presented	present	VERB
cet-12763	72	71	by	by	ADP
cet-12763	72	72	the	the	DET
cet-12763	72	73	authors	author	NOUN
cet-12763	72	74	of	of	ADP
cet-12763	72	75	the	the	DET
cet-12763	72	76	article	article	NOUN
cet-12763	72	77	based	base	VERB
cet-12763	72	78	on	on	ADP
cet-12763	72	79	the	the	DET
cet-12763	72	80	processing	processing	NOUN
cet-12763	72	81	of	of	ADP
cet-12763	72	82	images	image	NOUN
cet-12763	72	83	obtained	obtain	VERB
cet-12763	72	84	from	from	ADP
cet-12763	72	85	the	the	DET
cet-12763	72	86	sentinel-2	sentinel-2	ADJ
cet-12763	72	87	and	and	CCONJ
cet-12763	72	88	landsat-8	landsat-8	NUM
cet-12763	72	89	satellites	satellite	NOUN
cet-12763	72	90	,	,	PUNCT
cet-12763	72	91	which	which	PRON
cet-12763	72	92	are	be	AUX
cet-12763	72	93	in	in	ADP
cet-12763	72	94	the	the	DET
cet-12763	72	95	public	public	ADJ
cet-12763	72	96	domain	domain	NOUN
cet-12763	72	97	.	.	PUNCT
cet-12763	73	1	a	a	DET
cet-12763	73	2	similar	similar	ADJ
cet-12763	73	3	combination	combination	NOUN
cet-12763	73	4	of	of	ADP
cet-12763	73	5	spectral	spectral	ADJ
cet-12763	73	6	indices	index	NOUN
cet-12763	73	7	,	,	PUNCT
cet-12763	73	8	shown	show	VERB
cet-12763	73	9	in	in	ADP
cet-12763	73	10	figure	figure	NOUN
cet-12763	73	11	5	5	NUM
cet-12763	73	12	,	,	PUNCT
cet-12763	73	13	reduces	reduce	VERB
cet-12763	73	14	the	the	DET
cet-12763	73	15	influence	influence	NOUN
cet-12763	73	16	of	of	ADP
cet-12763	73	17	soil	soil	NOUN
cet-12763	73	18	noise	noise	NOUN
cet-12763	73	19	and	and	CCONJ
cet-12763	73	20	vegetation	vegetation	NOUN
cet-12763	73	21	cover	cover	NOUN
cet-12763	73	22	.	.	PUNCT
cet-12763	74	1	ndwi	ndwi	PROPN
cet-12763	74	2	is	be	AUX
cet-12763	74	3	used	use	VERB
cet-12763	74	4	to	to	PART
cet-12763	74	5	detect	detect	VERB
cet-12763	74	6	flooded	flood	VERB
cet-12763	74	7	agricultural	agricultural	ADJ
cet-12763	74	8	land	land	NOUN
cet-12763	74	9	,	,	PUNCT
cet-12763	74	10	detect	detect	VERB
cet-12763	74	11	flooding	flooding	NOUN
cet-12763	74	12	in	in	ADP
cet-12763	74	13	fields	field	NOUN
cet-12763	74	14	,	,	PUNCT
cet-12763	74	15	and	and	CCONJ
cet-12763	74	16	identify	identify	VERB
cet-12763	74	17	wetlands	wetland	NOUN
cet-12763	74	18	.	.	PUNCT
cet-12763	75	1	ndvi	ndvi	PROPN
cet-12763	75	2	is	be	AUX
cet-12763	75	3	the	the	DET
cet-12763	75	4	most	most	ADV
cet-12763	75	5	common	common	ADJ
cet-12763	75	6	vegetation	vegetation	NOUN
cet-12763	75	7	index	index	NOUN
cet-12763	75	8	,	,	PUNCT
cet-12763	75	9	and	and	CCONJ
cet-12763	75	10	ndvi	ndvi	NOUN
cet-12763	75	11	can	can	AUX
cet-12763	75	12	also	also	ADV
cet-12763	75	13	be	be	AUX
cet-12763	75	14	used	use	VERB
cet-12763	75	15	throughout	throughout	ADP
cet-12763	75	16	the	the	DET
cet-12763	75	17	crop	crop	NOUN
cet-12763	75	18	season	season	NOUN
cet-12763	75	19	,	,	PUNCT
cet-12763	75	20	except	except	SCONJ
cet-12763	75	21	when	when	SCONJ
cet-12763	75	22	vegetation	vegetation	NOUN
cet-12763	75	23	cover	cover	NOUN
cet-12763	75	24	is	be	AUX
cet-12763	75	25	insignificant	insignificant	ADJ
cet-12763	75	26	and	and	CCONJ
cet-12763	75	27	thus	thus	ADV
cet-12763	75	28	its	its	PRON
cet-12763	75	29	reflectance	reflectance	NOUN
cet-12763	75	30	is	be	AUX
cet-12763	75	31	too	too	ADV
cet-12763	75	32	low	low	ADJ
cet-12763	75	33	.	.	PUNCT
cet-12763	76	1	prediction	prediction	NOUN
cet-12763	76	2	of	of	ADP
cet-12763	76	3	efficiency	efficiency	NOUN
cet-12763	76	4	of	of	ADP
cet-12763	76	5	different	different	ADJ
cet-12763	76	6	combinations	combination	NOUN
cet-12763	76	7	of	of	ADP
cet-12763	76	8	ndvi	ndvi	NOUN
cet-12763	76	9	methods	method	NOUN
cet-12763	76	10	,	,	PUNCT
cet-12763	76	11	namely	namely	ADV
cet-12763	76	12	rf	rf	ADJ
cet-12763	76	13	,	,	PUNCT
cet-12763	76	14	brt	brt	PROPN
cet-12763	76	15	and	and	CCONJ
cet-12763	76	16	svm	svm	PROPN
cet-12763	76	17	was	be	AUX
cet-12763	76	18	performed	perform	VERB
cet-12763	76	19	according	accord	VERB
cet-12763	76	20	to	to	ADP
cet-12763	76	21	the	the	DET
cet-12763	76	22	method	method	NOUN
cet-12763	76	23	described	describe	VERB
cet-12763	76	24	earlier	early	ADV
cet-12763	76	25	by	by	ADP
cet-12763	76	26	beisekenov	beisekenov	PROPN
cet-12763	76	27	et	et	PROPN
cet-12763	76	28	al	al	PROPN
cet-12763	76	29	.	.	PROPN
cet-12763	77	1	(	(	PUNCT
cet-12763	77	2	2021a	2021a	NUM
cet-12763	77	3	)	)	PUNCT
cet-12763	77	4	.	.	PUNCT
cet-12763	78	1	the	the	DET
cet-12763	78	2	research	research	NOUN
cet-12763	78	3	methodology	methodology	NOUN
cet-12763	78	4	and	and	CCONJ
cet-12763	78	5	the	the	DET
cet-12763	78	6	importance	importance	NOUN
cet-12763	78	7	of	of	ADP
cet-12763	78	8	nitrogen	nitrogen	NOUN
cet-12763	78	9	as	as	ADP
cet-12763	78	10	an	an	DET
cet-12763	78	11	indicator	indicator	NOUN
cet-12763	78	12	of	of	ADP
cet-12763	78	13	productivity	productivity	NOUN
cet-12763	78	14	,	,	PUNCT
cet-12763	78	15	which	which	PRON
cet-12763	78	16	is	be	AUX
cet-12763	78	17	an	an	DET
cet-12763	78	18	important	important	ADJ
cet-12763	78	19	element	element	NOUN
cet-12763	78	20	for	for	ADP
cet-12763	78	21	assessing	assess	VERB
cet-12763	78	22	the	the	DET
cet-12763	78	23	growth	growth	NOUN
cet-12763	78	24	condition	condition	NOUN
cet-12763	78	25	of	of	ADP
cet-12763	78	26	the	the	DET
cet-12763	78	27	crop	crop	NOUN
cet-12763	78	28	,	,	PUNCT
cet-12763	78	29	fertilization	fertilization	NOUN
cet-12763	78	30	levels	level	NOUN
cet-12763	78	31	,	,	PUNCT
cet-12763	78	32	and	and	CCONJ
cet-12763	78	33	its	its	PRON
cet-12763	78	34	application	application	NOUN
cet-12763	78	35	as	as	ADP
cet-12763	78	36	an	an	DET
cet-12763	78	37	indicator	indicator	NOUN
cet-12763	78	38	of	of	ADP
cet-12763	78	39	productivity	productivity	NOUN
cet-12763	78	40	has	have	AUX
cet-12763	78	41	been	be	AUX
cet-12763	78	42	described	describe	VERB
cet-12763	78	43	by	by	ADP
cet-12763	78	44	ruiz	ruiz	PROPN
cet-12763	78	45	et	et	PROPN
cet-12763	78	46	al	al	PROPN
cet-12763	78	47	.	.	PROPN
cet-12763	79	1	(	(	PUNCT
cet-12763	79	2	2019	2019	NUM
cet-12763	79	3	)	)	PUNCT
cet-12763	79	4	.	.	PUNCT
cet-12763	80	1	following	follow	VERB
cet-12763	80	2	the	the	DET
cet-12763	80	3	recommendation	recommendation	NOUN
cet-12763	80	4	of	of	ADP
cet-12763	80	5	zhou	zhou	PROPN
cet-12763	80	6	et	et	PROPN
cet-12763	80	7	al	al	PROPN
cet-12763	80	8	.	.	PROPN
cet-12763	81	1	(	(	PUNCT
cet-12763	81	2	2019	2019	NUM
cet-12763	81	3	)	)	PUNCT
cet-12763	81	4	,	,	PUNCT
cet-12763	81	5	total	total	ADJ
cet-12763	81	6	soil	soil	NOUN
cet-12763	81	7	nitrogen	nitrogen	NOUN
cet-12763	81	8	content	content	NOUN
cet-12763	81	9	was	be	AUX
cet-12763	81	10	studied	study	VERB
cet-12763	81	11	using	use	VERB
cet-12763	81	12	sentinel-2	sentinel-2	ADJ
cet-12763	81	13	satellite	satellite	NOUN
cet-12763	81	14	multitemporal	multitemporal	ADJ
cet-12763	81	15	backscatter	backscatter	NOUN
cet-12763	81	16	coefficient	coefficient	NOUN
cet-12763	81	17	in	in	ADP
cet-12763	81	18	mapping	mapping	NOUN
cet-12763	81	19	,	,	PUNCT
cet-12763	81	20	and	and	CCONJ
cet-12763	81	21	different	different	ADJ
cet-12763	81	22	combinations	combination	NOUN
cet-12763	81	23	of	of	ADP
cet-12763	81	24	environmental	environmental	ADJ
cet-12763	81	25	variables	variable	NOUN
cet-12763	81	26	were	be	AUX
cet-12763	81	27	constructed	construct	VERB
cet-12763	81	28	.	.	PUNCT
cet-12763	82	1	based	base	VERB
cet-12763	82	2	on	on	ADP
cet-12763	82	3	the	the	DET
cet-12763	82	4	spectral	spectral	ADJ
cet-12763	82	5	indices	index	NOUN
cet-12763	82	6	of	of	ADP
cet-12763	82	7	crops	crop	NOUN
cet-12763	82	8	in	in	ADP
cet-12763	82	9	the	the	DET
cet-12763	82	10	test	test	NOUN
cet-12763	82	11	field	field	NOUN
cet-12763	82	12	,	,	PUNCT
cet-12763	82	13	a	a	DET
cet-12763	82	14	correlation	correlation	NOUN
cet-12763	82	15	was	be	AUX
cet-12763	82	16	established	establish	VERB
cet-12763	82	17	between	between	ADP
cet-12763	82	18	nitrogen	nitrogen	NOUN
cet-12763	82	19	levels	level	NOUN
cet-12763	82	20	during	during	ADP
cet-12763	82	21	crop	crop	NOUN
cet-12763	82	22	growth	growth	NOUN
cet-12763	82	23	and	and	CCONJ
cet-12763	82	24	crop	crop	NOUN
cet-12763	82	25	yields	yield	NOUN
cet-12763	82	26	from	from	ADP
cet-12763	82	27	may	may	PROPN
cet-12763	82	28	through	through	ADP
cet-12763	82	29	september	september	PROPN
cet-12763	82	30	.	.	PUNCT
cet-12763	83	1	the	the	DET
cet-12763	83	2	obtained	obtain	VERB
cet-12763	83	3	spectral	spectral	ADJ
cet-12763	83	4	indices	index	NOUN
cet-12763	83	5	using	use	VERB
cet-12763	83	6	remote	remote	ADJ
cet-12763	83	7	sensing	sensing	NOUN
cet-12763	83	8	of	of	ADP
cet-12763	83	9	lands	land	NOUN
cet-12763	83	10	are	be	AUX
cet-12763	83	11	further	far	ADV
cet-12763	83	12	used	use	VERB
cet-12763	83	13	in	in	ADP
cet-12763	83	14	the	the	DET
cet-12763	83	15	method	method	NOUN
cet-12763	83	16	of	of	ADP
cet-12763	83	17	crop	crop	NOUN
cet-12763	83	18	yield	yield	NOUN
cet-12763	83	19	forecasting	forecasting	NOUN
cet-12763	83	20	described	describe	VERB
cet-12763	83	21	by	by	ADP
cet-12763	83	22	beisekenov	beisekenov	PROPN
cet-12763	83	23	et	et	PROPN
cet-12763	83	24	al	al	PROPN
cet-12763	83	25	.	.	PROPN
cet-12763	84	1	(	(	PUNCT
cet-12763	84	2	2021b	2021b	NUM
cet-12763	84	3	)	)	PUNCT
cet-12763	84	4	.	.	PUNCT
cet-12763	85	1	numerous	numerous	ADJ
cet-12763	85	2	benefits	benefit	NOUN
cet-12763	85	3	of	of	ADP
cet-12763	85	4	vegetation	vegetation	NOUN
cet-12763	85	5	indices	index	NOUN
cet-12763	85	6	in	in	ADP
cet-12763	85	7	remote	remote	ADJ
cet-12763	85	8	sensing	sensing	NOUN
cet-12763	85	9	also	also	ADV
cet-12763	85	10	help	help	VERB
cet-12763	85	11	to	to	PART
cet-12763	85	12	improve	improve	VERB
cet-12763	85	13	the	the	DET
cet-12763	85	14	quality	quality	NOUN
cet-12763	85	15	of	of	ADP
cet-12763	85	16	production	production	NOUN
cet-12763	85	17	of	of	ADP
cet-12763	85	18	agricultural	agricultural	ADJ
cet-12763	85	19	complexes	complex	NOUN
cet-12763	85	20	.	.	PUNCT
cet-12763	86	1	in	in	ADP
cet-12763	86	2	contrast	contrast	NOUN
cet-12763	86	3	to	to	ADP
cet-12763	86	4	ground	ground	NOUN
cet-12763	86	5	-	-	PUNCT
cet-12763	86	6	based	base	VERB
cet-12763	86	7	data	datum	NOUN
cet-12763	86	8	collection	collection	NOUN
cet-12763	86	9	methods	method	NOUN
cet-12763	86	10	,	,	PUNCT
cet-12763	86	11	satellite	satellite	NOUN
cet-12763	86	12	imagery	imagery	NOUN
cet-12763	86	13	allows	allow	VERB
cet-12763	86	14	:	:	PUNCT
cet-12763	86	15	cost	cost	NOUN
cet-12763	86	16	savings	saving	NOUN
cet-12763	86	17	in	in	ADP
cet-12763	86	18	drone	drone	NOUN
cet-12763	86	19	operation	operation	NOUN
cet-12763	86	20	,	,	PUNCT
cet-12763	86	21	data	datum	NOUN
cet-12763	86	22	processing	processing	NOUN
cet-12763	86	23	and	and	CCONJ
cet-12763	86	24	interpretation	interpretation	NOUN
cet-12763	86	25	;	;	PUNCT
cet-12763	86	26	coverage	coverage	NOUN
cet-12763	86	27	of	of	ADP
cet-12763	86	28	more	more	ADJ
cet-12763	86	29	areas	area	NOUN
cet-12763	86	30	compared	compare	VERB
cet-12763	86	31	to	to	ADP
cet-12763	86	32	aerial	aerial	ADJ
cet-12763	86	33	imagery	imagery	NOUN
cet-12763	86	34	,	,	PUNCT
cet-12763	86	35	lower	low	ADJ
cet-12763	86	36	field	field	NOUN
cet-12763	86	37	monitoring	monitoring	NOUN
cet-12763	86	38	costs	cost	NOUN
cet-12763	86	39	,	,	PUNCT
cet-12763	86	40	data	datum	NOUN
cet-12763	86	41	analytics	analytic	NOUN
cet-12763	86	42	in	in	ADP
cet-12763	86	43	a	a	DET
cet-12763	86	44	shorter	short	ADJ
cet-12763	86	45	time	time	NOUN
cet-12763	86	46	and	and	CCONJ
cet-12763	86	47	in	in	ADP
cet-12763	86	48	a	a	DET
cet-12763	86	49	preferred	preferred	ADJ
cet-12763	86	50	format	format	NOUN
cet-12763	86	51	,	,	PUNCT
cet-12763	86	52	and	and	CCONJ
cet-12763	86	53	observation	observation	NOUN
cet-12763	86	54	of	of	ADP
cet-12763	86	55	fields	field	NOUN
cet-12763	86	56	regardless	regardless	ADV
cet-12763	86	57	of	of	ADP
cet-12763	86	58	wind	wind	NOUN
cet-12763	86	59	strength	strength	NOUN
cet-12763	86	60	.	.	PUNCT
cet-12763	87	1	1241	1241	NUM
cet-12763	87	2	4	4	NUM
cet-12763	87	3	.	.	PUNCT
cet-12763	87	4	conclusion	conclusion	NOUN
cet-12763	87	5	in	in	ADP
cet-12763	87	6	the	the	DET
cet-12763	87	7	present	present	ADJ
cet-12763	87	8	study	study	NOUN
cet-12763	87	9	,	,	PUNCT
cet-12763	87	10	using	use	VERB
cet-12763	87	11	remote	remote	ADJ
cet-12763	87	12	sensing	sense	VERB
cet-12763	87	13	data	datum	NOUN
cet-12763	87	14	of	of	ADP
cet-12763	87	15	the	the	DET
cet-12763	87	16	pavlodar	pavlodar	NOUN
cet-12763	87	17	region	region	NOUN
cet-12763	87	18	of	of	ADP
cet-12763	87	19	kazakhstan	kazakhstan	PROPN
cet-12763	87	20	,	,	PUNCT
cet-12763	87	21	we	we	PRON
cet-12763	87	22	assessed	assess	VERB
cet-12763	87	23	the	the	DET
cet-12763	87	24	productivity	productivity	NOUN
cet-12763	87	25	and	and	CCONJ
cet-12763	87	26	condition	condition	NOUN
cet-12763	87	27	of	of	ADP
cet-12763	87	28	pastures	pasture	NOUN
cet-12763	87	29	,	,	PUNCT
cet-12763	87	30	interpreted	interpret	VERB
cet-12763	87	31	the	the	DET
cet-12763	87	32	main	main	ADJ
cet-12763	87	33	types	type	NOUN
cet-12763	87	34	of	of	ADP
cet-12763	87	35	vegetation	vegetation	NOUN
cet-12763	87	36	,	,	PUNCT
cet-12763	87	37	developed	develop	VERB
cet-12763	87	38	maps	map	NOUN
cet-12763	87	39	of	of	ADP
cet-12763	87	40	spatial	spatial	ADJ
cet-12763	87	41	differentiation	differentiation	NOUN
cet-12763	87	42	of	of	ADP
cet-12763	87	43	the	the	DET
cet-12763	87	44	main	main	ADJ
cet-12763	87	45	elements	element	NOUN
cet-12763	87	46	of	of	ADP
cet-12763	87	47	arable	arable	ADJ
cet-12763	87	48	nutrition	nutrition	NOUN
cet-12763	87	49	,	,	PUNCT
cet-12763	87	50	assessed	assess	VERB
cet-12763	87	51	the	the	DET
cet-12763	87	52	rational	rational	ADJ
cet-12763	87	53	use	use	NOUN
cet-12763	87	54	of	of	ADP
cet-12763	87	55	land	land	NOUN
cet-12763	87	56	resources	resource	NOUN
cet-12763	87	57	with	with	ADP
cet-12763	87	58	a	a	DET
cet-12763	87	59	total	total	ADJ
cet-12763	87	60	area	area	NOUN
cet-12763	87	61	of	of	ADP
cet-12763	87	62	8,127,000	8,127,000	NUM
cet-12763	87	63	ha	ha	INTJ
cet-12763	87	64	.	.	PUNCT
cet-12763	87	65	to	to	PART
cet-12763	87	66	analyse	analyse	VERB
cet-12763	87	67	agricultural	agricultural	ADJ
cet-12763	87	68	production	production	NOUN
cet-12763	87	69	and	and	CCONJ
cet-12763	87	70	land	land	NOUN
cet-12763	87	71	use	use	NOUN
cet-12763	87	72	in	in	ADP
cet-12763	87	73	the	the	DET
cet-12763	87	74	north	north	NOUN
cet-12763	87	75	-	-	PUNCT
cet-12763	87	76	east	east	NOUN
cet-12763	87	77	of	of	ADP
cet-12763	87	78	kazakhstan	kazakhstan	PROPN
cet-12763	87	79	,	,	PUNCT
cet-12763	87	80	satellite	satellite	NOUN
cet-12763	87	81	images	image	NOUN
cet-12763	87	82	of	of	ADP
cet-12763	87	83	kazakh	kazakh	PROPN
cet-12763	87	84	(	(	PUNCT
cet-12763	87	85	kazeosat-2	kazeosat-2	PROPN
cet-12763	87	86	,	,	PUNCT
cet-12763	87	87	kazstsat	kazstsat	VERB
cet-12763	87	88	)	)	PUNCT
cet-12763	87	89	and	and	CCONJ
cet-12763	87	90	foreign	foreign	ADJ
cet-12763	87	91	satellites	satellite	NOUN
cet-12763	87	92	(	(	PUNCT
cet-12763	87	93	sentinel-2	sentinel-2	NUM
cet-12763	87	94	,	,	PUNCT
cet-12763	87	95	landsat-8	landsat-8	NUM
cet-12763	87	96	)	)	PUNCT
cet-12763	87	97	for	for	ADP
cet-12763	87	98	the	the	DET
cet-12763	87	99	period	period	NOUN
cet-12763	87	100	from	from	ADP
cet-12763	87	101	may	may	PROPN
cet-12763	87	102	to	to	ADP
cet-12763	87	103	september	september	PROPN
cet-12763	87	104	2017	2017	NUM
cet-12763	87	105	2021	2021	NUM
cet-12763	87	106	were	be	AUX
cet-12763	87	107	used	use	VERB
cet-12763	87	108	as	as	ADP
cet-12763	87	109	input	input	NOUN
cet-12763	87	110	data	datum	NOUN
cet-12763	87	111	.	.	PUNCT
cet-12763	88	1	according	accord	VERB
cet-12763	88	2	to	to	ADP
cet-12763	88	3	field	field	NOUN
cet-12763	88	4	surveys	survey	NOUN
cet-12763	88	5	,	,	PUNCT
cet-12763	88	6	5	5	NUM
cet-12763	88	7	main	main	ADJ
cet-12763	88	8	vegetation	vegetation	NOUN
cet-12763	88	9	formations	formation	NOUN
cet-12763	88	10	of	of	ADP
cet-12763	88	11	steppe	steppe	NOUN
cet-12763	88	12	and	and	CCONJ
cet-12763	88	13	dry	dry	ADJ
cet-12763	88	14	-	-	PUNCT
cet-12763	88	15	steppe	steppe	NOUN
cet-12763	88	16	pastures	pasture	NOUN
cet-12763	88	17	of	of	ADP
cet-12763	88	18	pavlodar	pavlodar	NOUN
cet-12763	88	19	region	region	NOUN
cet-12763	88	20	,	,	PUNCT
cet-12763	88	21	including	include	VERB
cet-12763	88	22	53	53	NUM
cet-12763	88	23	species	specie	NOUN
cet-12763	88	24	from	from	ADP
cet-12763	88	25	19	19	NUM
cet-12763	88	26	families	family	NOUN
cet-12763	88	27	of	of	ADP
cet-12763	88	28	higher	high	ADJ
cet-12763	88	29	plants	plant	NOUN
cet-12763	88	30	were	be	AUX
cet-12763	88	31	identified	identify	VERB
cet-12763	88	32	.	.	PUNCT
cet-12763	89	1	assessment	assessment	NOUN
cet-12763	89	2	of	of	ADP
cet-12763	89	3	the	the	DET
cet-12763	89	4	sown	sow	VERB
cet-12763	89	5	areas	area	NOUN
cet-12763	89	6	of	of	ADP
cet-12763	89	7	agricultural	agricultural	ADJ
cet-12763	89	8	crops	crop	NOUN
cet-12763	89	9	on	on	ADP
cet-12763	89	10	the	the	DET
cet-12763	89	11	basis	basis	NOUN
cet-12763	89	12	of	of	ADP
cet-12763	89	13	actual	actual	ADJ
cet-12763	89	14	remote	remote	ADJ
cet-12763	89	15	sensing	sense	VERB
cet-12763	89	16	data	datum	NOUN
cet-12763	89	17	and	and	CCONJ
cet-12763	89	18	the	the	DET
cet-12763	89	19	use	use	NOUN
cet-12763	89	20	of	of	ADP
cet-12763	89	21	modern	modern	ADJ
cet-12763	89	22	geoinformation	geoinformation	NOUN
cet-12763	89	23	technologies	technology	NOUN
cet-12763	89	24	allowed	allow	VERB
cet-12763	89	25	to	to	PART
cet-12763	89	26	identify	identify	VERB
cet-12763	89	27	the	the	DET
cet-12763	89	28	content	content	NOUN
cet-12763	89	29	of	of	ADP
cet-12763	89	30	the	the	DET
cet-12763	89	31	main	main	ADJ
cet-12763	89	32	nutritional	nutritional	ADJ
cet-12763	89	33	elements	element	NOUN
cet-12763	89	34	in	in	ADP
cet-12763	89	35	the	the	DET
cet-12763	89	36	soil	soil	NOUN
cet-12763	89	37	.	.	PUNCT
cet-12763	90	1	it	it	PRON
cet-12763	90	2	was	be	AUX
cet-12763	90	3	determined	determine	VERB
cet-12763	90	4	that	that	SCONJ
cet-12763	90	5	the	the	DET
cet-12763	90	6	humus	humus	NOUN
cet-12763	90	7	horizon	horizon	NOUN
cet-12763	90	8	of	of	ADP
cet-12763	90	9	the	the	DET
cet-12763	90	10	test	test	NOUN
cet-12763	90	11	plot	plot	NOUN
cet-12763	90	12	area	area	NOUN
cet-12763	90	13	of	of	ADP
cet-12763	90	14	1,211,000	1,211,000	NUM
cet-12763	90	15	ha	ha	INTJ
cet-12763	90	16	reaches	reach	VERB
cet-12763	90	17	up	up	ADP
cet-12763	90	18	to	to	PART
cet-12763	90	19	30	30	NUM
cet-12763	90	20	cm	cm	NOUN
cet-12763	90	21	with	with	ADP
cet-12763	90	22	the	the	DET
cet-12763	90	23	humus	humus	NOUN
cet-12763	90	24	content	content	NOUN
cet-12763	90	25	of	of	ADP
cet-12763	90	26	1.3	1.3	NUM
cet-12763	90	27	2.9	2.9	NUM
cet-12763	90	28	%	%	NOUN
cet-12763	90	29	.	.	PUNCT
cet-12763	91	1	as	as	ADP
cet-12763	91	2	a	a	DET
cet-12763	91	3	result	result	NOUN
cet-12763	91	4	of	of	ADP
cet-12763	91	5	this	this	DET
cet-12763	91	6	study	study	NOUN
cet-12763	91	7	,	,	PUNCT
cet-12763	91	8	the	the	DET
cet-12763	91	9	effectiveness	effectiveness	NOUN
cet-12763	91	10	of	of	ADP
cet-12763	91	11	the	the	DET
cet-12763	91	12	use	use	NOUN
cet-12763	91	13	of	of	ADP
cet-12763	91	14	remote	remote	ADJ
cet-12763	91	15	sensing	sense	VERB
cet-12763	91	16	methods	method	NOUN
cet-12763	91	17	to	to	PART
cet-12763	91	18	assess	assess	VERB
cet-12763	91	19	the	the	DET
cet-12763	91	20	rationality	rationality	NOUN
cet-12763	91	21	of	of	ADP
cet-12763	91	22	agricultural	agricultural	ADJ
cet-12763	91	23	land	land	NOUN
cet-12763	91	24	use	use	NOUN
cet-12763	91	25	was	be	AUX
cet-12763	91	26	proved	prove	VERB
cet-12763	91	27	.	.	PUNCT
cet-12763	92	1	it	it	PRON
cet-12763	92	2	is	be	AUX
cet-12763	92	3	shown	show	VERB
cet-12763	92	4	that	that	SCONJ
cet-12763	92	5	the	the	DET
cet-12763	92	6	creation	creation	NOUN
cet-12763	92	7	of	of	ADP
cet-12763	92	8	kazakhstan	kazakhstan	PROPN
cet-12763	92	9	's	's	PART
cet-12763	92	10	own	own	ADJ
cet-12763	92	11	space	space	NOUN
cet-12763	92	12	system	system	NOUN
cet-12763	92	13	,	,	PUNCT
cet-12763	92	14	consisting	consist	VERB
cet-12763	92	15	of	of	ADP
cet-12763	92	16	a	a	DET
cet-12763	92	17	constellation	constellation	NOUN
cet-12763	92	18	of	of	ADP
cet-12763	92	19	one	one	NUM
cet-12763	92	20	high	high	ADJ
cet-12763	92	21	-	-	PUNCT
cet-12763	92	22	resolution	resolution	NOUN
cet-12763	92	23	satellite	satellite	NOUN
cet-12763	92	24	kazeosat-1	kazeosat-1	NOUN
cet-12763	92	25	and	and	CCONJ
cet-12763	92	26	two	two	NUM
cet-12763	92	27	medium	medium	ADJ
cet-12763	92	28	-	-	PUNCT
cet-12763	92	29	resolution	resolution	NOUN
cet-12763	92	30	satellites	satellite	NOUN
cet-12763	92	31	kazeosat-2	kazeosat-2	PROPN
cet-12763	92	32	,	,	PUNCT
cet-12763	92	33	kazstsat	kazstsat	VERB
cet-12763	92	34	allowed	allow	VERB
cet-12763	92	35	very	very	ADV
cet-12763	92	36	accurate	accurate	ADJ
cet-12763	92	37	assessment	assessment	NOUN
cet-12763	92	38	of	of	ADP
cet-12763	92	39	the	the	DET
cet-12763	92	40	differences	difference	NOUN
cet-12763	92	41	and	and	CCONJ
cet-12763	92	42	heterogeneity	heterogeneity	NOUN
cet-12763	92	43	of	of	ADP
cet-12763	92	44	the	the	DET
cet-12763	92	45	soil	soil	NOUN
cet-12763	92	46	cover	cover	NOUN
cet-12763	92	47	and	and	CCONJ
cet-12763	92	48	the	the	DET
cet-12763	92	49	spatial	spatial	ADJ
cet-12763	92	50	differentiation	differentiation	NOUN
cet-12763	92	51	of	of	ADP
cet-12763	92	52	the	the	DET
cet-12763	92	53	basic	basic	ADJ
cet-12763	92	54	nutrients	nutrient	NOUN
cet-12763	92	55	on	on	ADP
cet-12763	92	56	the	the	DET
cet-12763	92	57	test	test	NOUN
cet-12763	92	58	plots	plot	NOUN
cet-12763	92	59	.	.	PUNCT
cet-12763	93	1	the	the	DET
cet-12763	93	2	development	development	NOUN
cet-12763	93	3	of	of	ADP
cet-12763	93	4	works	work	NOUN
cet-12763	93	5	in	in	ADP
cet-12763	93	6	this	this	DET
cet-12763	93	7	direction	direction	NOUN
cet-12763	93	8	contributes	contribute	VERB
cet-12763	93	9	to	to	ADP
cet-12763	93	10	reducing	reduce	VERB
cet-12763	93	11	the	the	DET
cet-12763	93	12	cost	cost	NOUN
cet-12763	93	13	of	of	ADP
cet-12763	93	14	studying	study	VERB
cet-12763	93	15	the	the	DET
cet-12763	93	16	state	state	NOUN
cet-12763	93	17	of	of	ADP
cet-12763	93	18	the	the	DET
cet-12763	93	19	fields	field	NOUN
cet-12763	93	20	,	,	PUNCT
cet-12763	93	21	carry	carry	VERB
cet-12763	93	22	out	out	ADP
cet-12763	93	23	work	work	NOUN
cet-12763	93	24	on	on	ADP
cet-12763	93	25	the	the	DET
cet-12763	93	26	prediction	prediction	NOUN
cet-12763	93	27	of	of	ADP
cet-12763	93	28	yield	yield	NOUN
cet-12763	93	29	and	and	CCONJ
cet-12763	93	30	a	a	DET
cet-12763	93	31	number	number	NOUN
cet-12763	93	32	of	of	ADP
cet-12763	93	33	others	other	NOUN
cet-12763	93	34	to	to	PART
cet-12763	93	35	improve	improve	VERB
cet-12763	93	36	land	land	NOUN
cet-12763	93	37	management	management	NOUN
cet-12763	93	38	.	.	PUNCT
cet-12763	94	1	acknowledgements	acknowledgement	NOUN
cet-12763	94	2	his	his	PRON
cet-12763	94	3	research	research	NOUN
cet-12763	94	4	has	have	AUX
cet-12763	94	5	been	be	AUX
cet-12763	94	6	supported	support	VERB
cet-12763	94	7	by	by	ADP
cet-12763	94	8	the	the	DET
cet-12763	94	9	project	project	NOUN
cet-12763	94	10	br10764915	br10764915	ADJ
cet-12763	94	11	"	"	PUNCT
cet-12763	94	12	development	development	NOUN
cet-12763	94	13	of	of	ADP
cet-12763	94	14	new	new	ADJ
cet-12763	94	15	technologies	technology	NOUN
cet-12763	94	16	for	for	ADP
cet-12763	94	17	the	the	DET
cet-12763	94	18	restoration	restoration	NOUN
cet-12763	94	19	and	and	CCONJ
cet-12763	94	20	rational	rational	ADJ
cet-12763	94	21	use	use	NOUN
cet-12763	94	22	of	of	ADP
cet-12763	94	23	pastures	pasture	NOUN
cet-12763	94	24	(	(	PUNCT
cet-12763	94	25	use	use	NOUN
cet-12763	94	26	of	of	ADP
cet-12763	94	27	pasture	pasture	NOUN
cet-12763	94	28	resources	resource	NOUN
cet-12763	94	29	)	)	PUNCT
cet-12763	94	30	"	"	PUNCT
cet-12763	94	31	and	and	CCONJ
cet-12763	94	32	br10965186	br10965186	ADJ
cet-12763	94	33	“	"	PUNCT
cet-12763	94	34	development	development	NOUN
cet-12763	94	35	and	and	CCONJ
cet-12763	94	36	implementation	implementation	NOUN
cet-12763	94	37	of	of	ADP
cet-12763	94	38	geoinformation	geoinformation	NOUN
cet-12763	94	39	support	support	NOUN
cet-12763	94	40	for	for	ADP
cet-12763	94	41	"	"	PUNCT
cet-12763	94	42	smart	smart	ADJ
cet-12763	94	43	"	"	PUNCT
cet-12763	94	44	agriculture	agriculture	NOUN
cet-12763	94	45	to	to	PART
cet-12763	94	46	improve	improve	VERB
cet-12763	94	47	the	the	DET
cet-12763	94	48	management	management	NOUN
cet-12763	94	49	of	of	ADP
cet-12763	94	50	the	the	DET
cet-12763	94	51	agroindustrial	agroindustrial	ADJ
cet-12763	94	52	complex	complex	NOUN
cet-12763	94	53	”	"	PUNCT
cet-12763	94	54	,	,	PUNCT
cet-12763	94	55	funded	fund	VERB
cet-12763	94	56	by	by	ADP
cet-12763	94	57	the	the	DET
cet-12763	94	58	science	science	PROPN
cet-12763	94	59	committee	committee	PROPN
cet-12763	94	60	of	of	ADP
cet-12763	94	61	the	the	DET
cet-12763	94	62	ministry	ministry	PROPN
cet-12763	94	63	of	of	ADP
cet-12763	94	64	education	education	PROPN
cet-12763	94	65	and	and	CCONJ
cet-12763	94	66	science	science	NOUN
cet-12763	94	67	of	of	ADP
cet-12763	94	68	the	the	DET
cet-12763	94	69	republic	republic	NOUN
cet-12763	94	70	of	of	ADP
cet-12763	94	71	kazakhstan	kazakhstan	PROPN
cet-12763	94	72	.	.	PUNCT
cet-12763	95	1	references	reference	NOUN
cet-12763	95	2	beisekenov	beisekenov	PROPN
cet-12763	95	3	n.a	n.a	PROPN
cet-12763	95	4	.	.	PROPN
cet-12763	95	5	,	,	PUNCT
cet-12763	95	6	sadenova	sadenova	PROPN
cet-12763	95	7	m.a	m.a	PROPN
cet-12763	95	8	.	.	PROPN
cet-12763	95	9	,	,	PUNCT
cet-12763	95	10	kulenova	kulenova	PROPN
cet-12763	95	11	n.	n.	PROPN
cet-12763	95	12	a.	a.	PROPN
cet-12763	95	13	,	,	PUNCT
cet-12763	95	14	mukhtarkanovna	mukhtarkanovna	VERB
cet-12763	95	15	m.a	m.a	PROPN
cet-12763	95	16	.	.	PROPN
cet-12763	95	17	,	,	PUNCT
cet-12763	95	18	2021a	2021a	NUM
cet-12763	95	19	.	.	PUNCT
cet-12763	96	1	development	development	NOUN
cet-12763	96	2	of	of	ADP
cet-12763	96	3	a	a	DET
cet-12763	96	4	preliminary	preliminary	ADJ
cet-12763	96	5	version	version	NOUN
cet-12763	96	6	of	of	ADP
cet-12763	96	7	a	a	DET
cet-12763	96	8	model	model	NOUN
cet-12763	96	9	for	for	ADP
cet-12763	96	10	machine	machine	NOUN
cet-12763	96	11	learning	learning	NOUN
cet-12763	96	12	in	in	ADP
cet-12763	96	13	predicting	predict	VERB
cet-12763	96	14	yield	yield	NOUN
cet-12763	96	15	on	on	ADP
cet-12763	96	16	the	the	DET
cet-12763	96	17	example	example	NOUN
cet-12763	96	18	of	of	ADP
cet-12763	96	19	wheat	wheat	NOUN
cet-12763	96	20	in	in	ADP
cet-12763	96	21	the	the	DET
cet-12763	96	22	conditions	condition	NOUN
cet-12763	96	23	of	of	ADP
cet-12763	96	24	east	east	PROPN
cet-12763	96	25	kazakhstan	kazakhstan	PROPN
cet-12763	96	26	.	.	PUNCT
cet-12763	97	1	2021	2021	NUM
cet-12763	97	2	16th	16th	ADJ
cet-12763	97	3	international	international	ADJ
cet-12763	97	4	conference	conference	NOUN
cet-12763	97	5	on	on	ADP
cet-12763	97	6	electronics	electronic	NOUN
cet-12763	97	7	computer	computer	NOUN
cet-12763	97	8	and	and	CCONJ
cet-12763	97	9	computation	computation	NOUN
cet-12763	97	10	(	(	PUNCT
cet-12763	97	11	icecco	icecco	PROPN
cet-12763	97	12	)	)	PUNCT
cet-12763	97	13	,	,	PUNCT
cet-12763	97	14	16	16	NUM
cet-12763	97	15	,	,	PUNCT
cet-12763	97	16	doi	doi	NOUN
cet-12763	97	17	:	:	PUNCT
cet-12763	97	18	10.1109	10.1109	NUM
cet-12763	97	19	/	/	SYM
cet-12763	97	20	icecco53203.2021.9663758	icecco53203.2021.9663758	NOUN
cet-12763	97	21	.	.	PUNCT
cet-12763	98	1	beisekenov	beisekenov	PROPN
cet-12763	98	2	n.a	n.a	PROPN
cet-12763	98	3	.	.	PROPN
cet-12763	98	4	,	,	PUNCT
cet-12763	98	5	sadenova	sadenova	PROPN
cet-12763	99	1	m.a	m.a	PROPN
cet-12763	99	2	.	.	PROPN
cet-12763	99	3	,	,	PUNCT
cet-12763	99	4	varbanov	varbanov	PROPN
cet-12763	99	5	p.s	p.s	INTJ
cet-12763	99	6	.	.	PROPN
cet-12763	99	7	,	,	PUNCT
cet-12763	99	8	2021b	2021b	NUM
cet-12763	99	9	.	.	PUNCT
cet-12763	100	1	mathematical	mathematical	ADJ
cet-12763	100	2	optimization	optimization	NOUN
cet-12763	100	3	as	as	ADP
cet-12763	100	4	a	a	DET
cet-12763	100	5	tool	tool	NOUN
cet-12763	100	6	for	for	ADP
cet-12763	100	7	the	the	DET
cet-12763	100	8	development	development	NOUN
cet-12763	100	9	of	of	ADP
cet-12763	100	10	"	"	PUNCT
cet-12763	100	11	smart	smart	ADJ
cet-12763	100	12	"	"	PUNCT
cet-12763	100	13	agriculture	agriculture	NOUN
cet-12763	100	14	in	in	ADP
cet-12763	100	15	kazakhstan	kazakhstan	PROPN
cet-12763	100	16	,	,	PUNCT
cet-12763	100	17	chemical	chemical	NOUN
cet-12763	100	18	engineering	engineering	NOUN
cet-12763	100	19	transactions	transaction	NOUN
cet-12763	100	20	,	,	PUNCT
cet-12763	100	21	88	88	NUM
cet-12763	100	22	,	,	PUNCT
cet-12763	100	23	1219	1219	NUM
cet-12763	100	24	-	-	SYM
cet-12763	100	25	1224	1224	NUM
cet-12763	100	26	.	.	PUNCT
cet-12763	101	1	hossen	hossen	PROPN
cet-12763	101	2	m.a	m.a	PROPN
cet-12763	101	3	.	.	PROPN
cet-12763	101	4	,	,	PUNCT
cet-12763	101	5	diwakar	diwakar	PROPN
cet-12763	101	6	p.k	p.k	PROPN
cet-12763	101	7	.	.	PROPN
cet-12763	101	8	,	,	PUNCT
cet-12763	101	9	ragi	ragi	PROPN
cet-12763	101	10	s.	s.	PROPN
cet-12763	101	11	,	,	PUNCT
cet-12763	101	12	2021	2021	NUM
cet-12763	101	13	.	.	PUNCT
cet-12763	102	1	total	total	ADJ
cet-12763	102	2	nitrogen	nitrogen	NOUN
cet-12763	102	3	estimation	estimation	NOUN
cet-12763	102	4	in	in	ADP
cet-12763	102	5	agricultural	agricultural	ADJ
cet-12763	102	6	soils	soil	NOUN
cet-12763	102	7	via	via	ADP
cet-12763	102	8	aerial	aerial	ADJ
cet-12763	102	9	multispectral	multispectral	ADJ
cet-12763	102	10	imaging	imaging	NOUN
cet-12763	102	11	and	and	CCONJ
cet-12763	102	12	libs	lib	NOUN
cet-12763	102	13	.	.	PUNCT
cet-12763	103	1	sci	sci	PROPN
cet-12763	103	2	rep	rep	PROPN
cet-12763	103	3	11	11	NUM
cet-12763	103	4	,	,	PUNCT
cet-12763	103	5	12693	12693	NUM
cet-12763	103	6	,	,	PUNCT
cet-12763	103	7	doi	doi	NOUN
cet-12763	103	8	:	:	PUNCT
cet-12763	103	9	10.1038	10.1038	NUM
cet-12763	103	10	/	/	SYM
cet-12763	103	11	s41598	s41598	NOUN
cet-12763	103	12	-	-	PUNCT
cet-12763	103	13	021	021	NUM
cet-12763	103	14	-	-	PUNCT
cet-12763	103	15	90624	90624	NUM
cet-12763	103	16	-	-	PUNCT
cet-12763	103	17	6	6	NUM
cet-12763	103	18	.	.	PUNCT
cet-12763	104	1	khabarov	khabarov	PROPN
cet-12763	104	2	d.a	d.a	PROPN
cet-12763	104	3	.	.	PROPN
cet-12763	104	4	,	,	PUNCT
cet-12763	104	5	adiev	adiev	PROPN
cet-12763	104	6	t.s	t.s	PROPN
cet-12763	104	7	.	.	PROPN
cet-12763	104	8	,	,	PUNCT
cet-12763	104	9	popova	popova	PROPN
cet-12763	105	1	o.o	o.o	PROPN
cet-12763	105	2	.	.	PROPN
cet-12763	105	3	,	,	PUNCT
cet-12763	105	4	chugunov	chugunov	PROPN
cet-12763	105	5	a.	a.	PROPN
cet-12763	105	6	,	,	PUNCT
cet-12763	105	7	kozhevnikov	kozhevnikov	PROPN
cet-12763	105	8	v.	v.	ADP
cet-12763	105	9	a.	a.	PROPN
cet-12763	105	10	,	,	PUNCT
cet-12763	105	11	2019	2019	NUM
cet-12763	105	12	.	.	PUNCT
cet-12763	106	1	analysis	analysis	NOUN
cet-12763	106	2	of	of	ADP
cet-12763	106	3	modern	modern	ADJ
cet-12763	106	4	technologies	technology	NOUN
cet-12763	106	5	for	for	ADP
cet-12763	106	6	remote	remote	ADJ
cet-12763	106	7	sensing	sensing	NOUN
cet-12763	106	8	of	of	ADP
cet-12763	106	9	the	the	DET
cet-12763	106	10	earth	earth	NOUN
cet-12763	106	11	,	,	PUNCT
cet-12763	106	12	moskovskij	moskovskij	PROPN
cet-12763	106	13	e`konomicheskij	e`konomicheskij	PROPN
cet-12763	106	14	zhurnal	zhurnal	PROPN
cet-12763	106	15	,	,	PUNCT
cet-12763	106	16	1	1	NUM
cet-12763	106	17	.	.	X
cet-12763	106	18	181	181	NUM
cet-12763	106	19	-	-	SYM
cet-12763	106	20	190	190	NUM
cet-12763	106	21	.	.	PUNCT
cet-12763	107	1	doi:10.24411/2413	doi:10.24411/2413	X
cet-12763	107	2	-	-	PUNCT
cet-12763	107	3	046x-2019	046x-2019	NUM
cet-12763	107	4	-	-	PUNCT
cet-12763	107	5	11068	11068	NUM
cet-12763	107	6	(	(	PUNCT
cet-12763	107	7	in	in	ADP
cet-12763	107	8	russian	russian	NOUN
cet-12763	107	9	)	)	PUNCT
cet-12763	107	10	.	.	PUNCT
cet-12763	108	1	ruiz	ruiz	PROPN
cet-12763	108	2	d.a	d.a	PROPN
cet-12763	108	3	.	.	PROPN
cet-12763	108	4	,	,	PUNCT
cet-12763	108	5	bacca	bacca	PROPN
cet-12763	108	6	e.b	e.b	PROPN
cet-12763	108	7	.	.	PROPN
cet-12763	108	8	,	,	PUNCT
cet-12763	108	9	caicedo	caicedo	PROPN
cet-12763	108	10	e.f	e.f	PROPN
cet-12763	108	11	.	.	PROPN
cet-12763	108	12	,	,	PUNCT
cet-12763	108	13	2019	2019	NUM
cet-12763	108	14	.	.	PUNCT
cet-12763	109	1	a	a	DET
cet-12763	109	2	tool	tool	NOUN
cet-12763	109	3	for	for	ADP
cet-12763	109	4	analysis	analysis	NOUN
cet-12763	109	5	of	of	ADP
cet-12763	109	6	spectral	spectral	ADJ
cet-12763	109	7	indices	index	NOUN
cet-12763	109	8	for	for	ADP
cet-12763	109	9	remote	remote	ADJ
cet-12763	109	10	sensing	sensing	NOUN
cet-12763	109	11	of	of	ADP
cet-12763	109	12	vegetation	vegetation	NOUN
cet-12763	109	13	and	and	CCONJ
cet-12763	109	14	crops	crop	NOUN
cet-12763	109	15	using	use	VERB
cet-12763	109	16	hyperspectral	hyperspectral	ADJ
cet-12763	109	17	images	image	NOUN
cet-12763	109	18	,	,	PUNCT
cet-12763	109	19	entre	entre	PROPN
cet-12763	109	20	ciencia	ciencia	PROPN
cet-12763	109	21	e	e	PROPN
cet-12763	109	22	ingeniería	ingeniería	PROPN
cet-12763	109	23	,	,	PUNCT
cet-12763	109	24	13	13	NUM
cet-12763	109	25	,	,	PUNCT
cet-12763	109	26	26	26	NUM
cet-12763	109	27	,	,	PUNCT
cet-12763	109	28	51	51	NUM
cet-12763	109	29	-	-	SYM
cet-12763	109	30	58	58	NUM
cet-12763	109	31	,	,	PUNCT
cet-12763	109	32	doi	doi	NOUN
cet-12763	109	33	:	:	PUNCT
cet-12763	109	34	https://doi.org/10.31908/19098367.1161	https://doi.org/10.31908/19098367.1161	X
cet-12763	109	35	.	.	PUNCT
cet-12763	110	1	vasilyev	vasilyev	PROPN
cet-12763	110	2	s.m	s.m	PROPN
cet-12763	110	3	.	.	PROPN
cet-12763	110	4	,	,	PUNCT
cet-12763	110	5	babichev	babichev	PROPN
cet-12763	110	6	a.n	a.n	PROPN
cet-12763	110	7	.	.	PROPN
cet-12763	110	8	,	,	PUNCT
cet-12763	110	9	monastyrskiy	monastyrskiy	PROPN
cet-12763	110	10	v.a	v.a	PROPN
cet-12763	110	11	.	.	PROPN
cet-12763	110	12	,	,	PUNCT
cet-12763	110	13	olgarenko	olgarenko	NOUN
cet-12763	110	14	vasil`ev	vasil`ev	PROPN
cet-12763	110	15	v.i	v.i	PROPN
cet-12763	110	16	.	.	PROPN
cet-12763	110	17	,	,	PUNCT
cet-12763	110	18	2020	2020	NUM
cet-12763	110	19	.	.	PUNCT
cet-12763	111	1	precision	precision	NOUN
cet-12763	111	2	irrigation	irrigation	NOUN
cet-12763	111	3	–	–	PUNCT
cet-12763	111	4	strategy	strategy	NOUN
cet-12763	111	5	for	for	ADP
cet-12763	111	6	successful	successful	ADJ
cet-12763	111	7	development	development	NOUN
cet-12763	111	8	of	of	ADP
cet-12763	111	9	reclamation	reclamation	NOUN
cet-12763	111	10	,	,	PUNCT
cet-12763	111	11	nauchny`j	nauchny`j	PROPN
cet-12763	111	12	zhurnal	zhurnal	PROPN
cet-12763	111	13	rossijskogo	rossijskogo	PROPN
cet-12763	111	14	nii	nii	PROPN
cet-12763	111	15	problem	problem	PROPN
cet-12763	111	16	melioraczii	melioraczii	PROPN
cet-12763	111	17	,	,	PUNCT
cet-12763	111	18	3(39	3(39	NUM
cet-12763	111	19	)	)	PUNCT
cet-12763	111	20	,	,	PUNCT
cet-12763	111	21	1–22	1–22	NOUN
cet-12763	111	22	,	,	PUNCT
cet-12763	111	23	doi	doi	NOUN
cet-12763	111	24	:	:	PUNCT
cet-12763	111	25	10.31774/2222	10.31774/2222	NUM
cet-12763	111	26	-	-	SYM
cet-12763	111	27	1816	1816	NUM
cet-12763	111	28	-	-	PUNCT
cet-12763	111	29	2020	2020	NUM
cet-12763	111	30	-	-	PUNCT
cet-12763	111	31	3	3	NUM
cet-12763	111	32	-	-	PUNCT
cet-12763	111	33	1	1	NUM
cet-12763	111	34	-	-	SYM
cet-12763	111	35	22	22	NUM
cet-12763	111	36	(	(	PUNCT
cet-12763	111	37	in	in	ADP
cet-12763	111	38	russian	russian	NOUN
cet-12763	111	39	)	)	PUNCT
cet-12763	111	40	.	.	PUNCT
cet-12763	112	1	zakon.kz	zakon.kz	NOUN
cet-12763	112	2	,	,	PUNCT
cet-12763	112	3	2022	2022	NUM
cet-12763	112	4	.	.	PUNCT
cet-12763	113	1	law	law	NOUN
cet-12763	113	2	of	of	ADP
cet-12763	113	3	the	the	DET
cet-12763	113	4	republic	republic	NOUN
cet-12763	113	5	of	of	ADP
cet-12763	113	6	kazakhstan	kazakhstan	PROPN
cet-12763	113	7	,	,	PUNCT
cet-12763	113	8	amendments	amendment	NOUN
cet-12763	113	9	to	to	ADP
cet-12763	113	10	the	the	DET
cet-12763	113	11	land	land	NOUN
cet-12763	113	12	code	code	NOUN
cet-12763	113	13	dated	date	VERB
cet-12763	113	14	january	january	PROPN
cet-12763	113	15	3	3	NUM
cet-12763	113	16	,	,	PUNCT
cet-12763	113	17	2022	2022	NUM
cet-12763	113	18	.	.	PUNCT
cet-12763	114	1	101	101	NUM
cet-12763	114	2	-	-	PUNCT
cet-12763	114	3	vii	vii	PROPN
cet-12763	114	4	i.	i.	PROPN
cet-12763	114	5	<	<	X
cet-12763	114	6	https://online.zakon.kz/document/?doc_id=33836594&pos=56;-16#pos=56;-16	https://online.zakon.kz/document/?doc_id=33836594&pos=56;-16#pos=56;-16	X
cet-12763	114	7	>	>	X
cet-12763	114	8	,	,	PUNCT
cet-12763	114	9	accessed	access	VERB
cet-12763	114	10	20.04.2022	20.04.2022	NOUN
cet-12763	114	11	(	(	PUNCT
cet-12763	114	12	in	in	ADP
cet-12763	114	13	russian	russian	NOUN
cet-12763	114	14	)	)	PUNCT
cet-12763	114	15	.	.	PUNCT
cet-12763	115	1	zelman	zelman	PROPN
cet-12763	115	2	o.s	o.s	PROPN
cet-12763	115	3	.	.	PROPN
cet-12763	115	4	,	,	PUNCT
cet-12763	115	5	kudravets	kudravet	VERB
cet-12763	115	6	d.a	d.a	PROPN
cet-12763	115	7	.	.	PROPN
cet-12763	115	8	,	,	PUNCT
cet-12763	115	9	meschaninova	meschaninova	X
cet-12763	115	10	e.g.	e.g.	ADV
cet-12763	115	11	,	,	PUNCT
cet-12763	115	12	2019	2019	NUM
cet-12763	115	13	.	.	PUNCT
cet-12763	116	1	the	the	DET
cet-12763	116	2	use	use	NOUN
cet-12763	116	3	of	of	ADP
cet-12763	116	4	remote	remote	ADJ
cet-12763	116	5	sensing	sense	VERB
cet-12763	116	6	methods	method	NOUN
cet-12763	116	7	for	for	ADP
cet-12763	116	8	the	the	DET
cet-12763	116	9	analysis	analysis	NOUN
cet-12763	116	10	of	of	ADP
cet-12763	116	11	agricultural	agricultural	ADJ
cet-12763	116	12	land	land	NOUN
cet-12763	116	13	ecological	ecological	ADJ
cet-12763	116	14	condition	condition	NOUN
cet-12763	116	15	,	,	PUNCT
cet-12763	116	16	economy	economy	NOUN
cet-12763	116	17	and	and	CCONJ
cet-12763	116	18	ecology	ecology	NOUN
cet-12763	116	19	of	of	ADP
cet-12763	116	20	territorial	territorial	ADJ
cet-12763	116	21	formations	formation	NOUN
cet-12763	116	22	.	.	PUNCT
cet-12763	117	1	3	3	NUM
cet-12763	117	2	,	,	PUNCT
cet-12763	117	3	3	3	NUM
cet-12763	117	4	.	.	NOUN
cet-12763	117	5	98	98	NUM
cet-12763	117	6	-	-	SYM
cet-12763	117	7	105	105	NUM
cet-12763	117	8	.	.	PUNCT
cet-12763	118	1	zhou	zhou	PROPN
cet-12763	118	2	t.	t.	PROPN
cet-12763	118	3	,	,	PUNCT
cet-12763	118	4	geng	geng	PROPN
cet-12763	118	5	y.	y.	PROPN
cet-12763	118	6	,	,	PUNCT
cet-12763	118	7	chen	chen	PROPN
cet-12763	118	8	j.	j.	PROPN
cet-12763	118	9	,	,	PUNCT
cet-12763	118	10	sun	sun	PROPN
cet-12763	118	11	c.	c.	PROPN
cet-12763	118	12	,	,	PUNCT
cet-12763	118	13	haase	haase	PROPN
cet-12763	118	14	d.	d.	PROPN
cet-12763	118	15	,	,	PUNCT
cet-12763	118	16	lausch	lausch	PROPN
cet-12763	118	17	a.	a.	PROPN
cet-12763	118	18	,	,	PUNCT
cet-12763	118	19	2019	2019	NUM
cet-12763	118	20	.	.	PUNCT
cet-12763	119	1	mapping	mapping	NOUN
cet-12763	119	2	of	of	ADP
cet-12763	119	3	soil	soil	NOUN
cet-12763	119	4	total	total	NOUN
cet-12763	119	5	nitrogen	nitrogen	NOUN
cet-12763	119	6	content	content	NOUN
cet-12763	119	7	in	in	ADP
cet-12763	119	8	the	the	DET
cet-12763	119	9	middle	middle	ADJ
cet-12763	119	10	reaches	reach	NOUN
cet-12763	119	11	of	of	ADP
cet-12763	119	12	the	the	DET
cet-12763	119	13	heihe	heihe	PROPN
cet-12763	119	14	river	river	PROPN
cet-12763	119	15	basin	basin	NOUN
cet-12763	119	16	in	in	ADP
cet-12763	119	17	china	china	PROPN
cet-12763	119	18	using	use	VERB
cet-12763	119	19	multi	multi	ADJ
cet-12763	119	20	-	-	ADJ
cet-12763	119	21	source	source	NOUN
cet-12763	119	22	remote	remote	ADJ
cet-12763	119	23	sensing	sensing	NOUN
cet-12763	119	24	-	-	PUNCT
cet-12763	119	25	derived	derive	VERB
cet-12763	119	26	variables	variable	NOUN
cet-12763	119	27	.	.	PUNCT
cet-12763	120	1	remote	remote	ADJ
cet-12763	120	2	sensing	sensing	NOUN
cet-12763	120	3	.	.	PUNCT
cet-12763	121	1	11(24):2934	11(24):2934	NUM
cet-12763	121	2	,	,	PUNCT
cet-12763	121	3	doi	doi	NOUN
cet-12763	121	4	:	:	PUNCT
cet-12763	121	5	10.3390	10.3390	NUM
cet-12763	121	6	/	/	SYM
cet-12763	121	7	rs11242934	rs11242934	NOUN
cet-12763	121	8	.	.	PUNCT
cet-12763	122	1	1242	1242	NUM
cet-12763	122	2	pres22_0440.pdf	pres22_0440.pdf	NOUN
cet-12763	122	3	efficiency	efficiency	NOUN
cet-12763	122	4	of	of	ADP
cet-12763	122	5	using	use	VERB
cet-12763	122	6	earth	earth	NOUN
cet-12763	122	7	remote	remote	ADJ
cet-12763	122	8	sensing	sense	VERB
cet-12763	122	9	data	datum	NOUN
cet-12763	122	10	for	for	ADP
cet-12763	122	11	the	the	DET
cet-12763	122	12	rational	rational	ADJ
cet-12763	122	13	use	use	NOUN
cet-12763	122	14	of	of	ADP
cet-12763	122	15	agricultural	agricultural	ADJ
cet-12763	122	16	land	land	NOUN