id	sid	tid	token	lemma	pos
hungeobull-12631	1	1	effectiveness	effectiveness	NOUN
hungeobull-12631	1	2	of	of	ADP
hungeobull-12631	1	3	machine	machine	NOUN
hungeobull-12631	1	4	learning	learning	NOUN
hungeobull-12631	1	5	and	and	CCONJ
hungeobull-12631	1	6	deep	deep	ADJ
hungeobull-12631	1	7	learning	learning	NOUN
hungeobull-12631	1	8	models	model	NOUN
hungeobull-12631	1	9	at	at	ADP
hungeobull-12631	1	10	county	county	NOUN
hungeobull-12631	1	11	-	-	PUNCT
hungeobull-12631	1	12	level	level	NOUN
hungeobull-12631	1	13	soybean	soybean	NOUN
hungeobull-12631	1	14	yield	yield	NOUN
hungeobull-12631	1	15	forecasting	forecasting	NOUN
hungeobull-12631	1	16	383farmonov	383farmonov	PROPN
hungeobull-12631	1	17	,	,	PUNCT
hungeobull-12631	1	18	n.	n.	NOUN
hungeobull-12631	1	19	et	et	PROPN
hungeobull-12631	1	20	al	al	PROPN
hungeobull-12631	1	21	.	.	PUNCT
hungeobull-12631	2	1	hungarian	hungarian	ADJ
hungeobull-12631	2	2	geographical	geographical	ADJ
hungeobull-12631	2	3	bulletin	bulletin	NOUN
hungeobull-12631	2	4	72	72	NUM
hungeobull-12631	2	5	(	(	PUNCT
hungeobull-12631	2	6	2023	2023	NUM
hungeobull-12631	2	7	)	)	PUNCT
hungeobull-12631	2	8	(	(	PUNCT
hungeobull-12631	2	9	4	4	NUM
hungeobull-12631	2	10	)	)	PUNCT
hungeobull-12631	2	11	383–398.doi	383–398.doi	NUM
hungeobull-12631	2	12	:	:	PUNCT
hungeobull-12631	2	13	10.15201	10.15201	NUM
hungeobull-12631	2	14	/	/	SYM
hungeobull-12631	2	15	hungeobull.72.4.4	hungeobull.72.4.4	NUM
hungeobull-12631	2	16	hungarian	hungarian	ADJ
hungeobull-12631	2	17	geographical	geographical	ADJ
hungeobull-12631	2	18	bulletin	bulletin	NOUN
hungeobull-12631	2	19	72	72	NUM
hungeobull-12631	2	20	2023	2023	NUM
hungeobull-12631	2	21	(	(	PUNCT
hungeobull-12631	2	22	4	4	NUM
hungeobull-12631	2	23	)	)	PUNCT
hungeobull-12631	2	24	383–398	383–398	NUM
hungeobull-12631	2	25	.	.	PUNCT
hungeobull-12631	3	1	introduction	introduction	NOUN
hungeobull-12631	3	2	crop	crop	NOUN
hungeobull-12631	3	3	yield	yield	NOUN
hungeobull-12631	3	4	forecasting	forecasting	NOUN
hungeobull-12631	3	5	is	be	AUX
hungeobull-12631	3	6	crucial	crucial	ADJ
hungeobull-12631	3	7	in	in	ADP
hungeobull-12631	3	8	agricultural	agricultural	ADJ
hungeobull-12631	3	9	decision	decision	NOUN
hungeobull-12631	3	10	-	-	PUNCT
hungeobull-12631	3	11	making	making	NOUN
hungeobull-12631	3	12	for	for	ADP
hungeobull-12631	3	13	food	food	NOUN
hungeobull-12631	3	14	security	security	NOUN
hungeobull-12631	3	15	,	,	PUNCT
hungeobull-12631	3	16	crop	crop	NOUN
hungeobull-12631	3	17	insurance	insurance	NOUN
hungeobull-12631	3	18	,	,	PUNCT
hungeobull-12631	3	19	and	and	CCONJ
hungeobull-12631	3	20	improving	improve	VERB
hungeobull-12631	3	21	overall	overall	ADJ
hungeobull-12631	3	22	food	food	NOUN
hungeobull-12631	3	23	production	production	NOUN
hungeobull-12631	3	24	(	(	PUNCT
hungeobull-12631	3	25	tantalaki	tantalaki	PROPN
hungeobull-12631	3	26	,	,	PUNCT
hungeobull-12631	3	27	n.	n.	PROPN
hungeobull-12631	3	28	et	et	PROPN
hungeobull-12631	3	29	al	al	PROPN
hungeobull-12631	3	30	.	.	PROPN
hungeobull-12631	3	31	2019	2019	NUM
hungeobull-12631	3	32	)	)	PUNCT
hungeobull-12631	3	33	.	.	PUNCT
hungeobull-12631	4	1	traditionally	traditionally	ADV
hungeobull-12631	4	2	,	,	PUNCT
hungeobull-12631	4	3	farmers	farmer	NOUN
hungeobull-12631	4	4	relied	rely	VERB
hungeobull-12631	4	5	on	on	ADP
hungeobull-12631	4	6	their	their	PRON
hungeobull-12631	4	7	personal	personal	ADJ
hungeobull-12631	4	8	experience	experience	NOUN
hungeobull-12631	4	9	and	and	CCONJ
hungeobull-12631	4	10	incorporated	incorporate	VERB
hungeobull-12631	4	11	weather	weather	NOUN
hungeobull-12631	4	12	and	and	CCONJ
hungeobull-12631	4	13	other	other	ADJ
hungeobull-12631	4	14	relevant	relevant	ADJ
hungeobull-12631	4	15	data	datum	NOUN
hungeobull-12631	4	16	to	to	PART
hungeobull-12631	4	17	forecast	forecast	VERB
hungeobull-12631	4	18	their	their	PRON
hungeobull-12631	4	19	individual	individual	ADJ
hungeobull-12631	4	20	crop	crop	NOUN
hungeobull-12631	4	21	yields	yield	NOUN
hungeobull-12631	4	22	and	and	CCONJ
hungeobull-12631	4	23	make	make	VERB
hungeobull-12631	4	24	informed	informed	ADJ
hungeobull-12631	4	25	decisions	decision	NOUN
hungeobull-12631	4	26	(	(	PUNCT
hungeobull-12631	4	27	liakos	liakos	PROPN
hungeobull-12631	4	28	,	,	PUNCT
hungeobull-12631	4	29	k.	k.	PROPN
hungeobull-12631	4	30	et	et	PROPN
hungeobull-12631	4	31	al	al	PROPN
hungeobull-12631	4	32	.	.	PROPN
hungeobull-12631	4	33	2018	2018	NUM
hungeobull-12631	4	34	)	)	PUNCT
hungeobull-12631	4	35	.	.	PUNCT
hungeobull-12631	5	1	however	however	ADV
hungeobull-12631	5	2	,	,	PUNCT
hungeobull-12631	5	3	this	this	DET
hungeobull-12631	5	4	traditional	traditional	ADJ
hungeobull-12631	5	5	approach	approach	NOUN
hungeobull-12631	5	6	is	be	AUX
hungeobull-12631	5	7	associated	associate	VERB
hungeobull-12631	5	8	with	with	ADP
hungeobull-12631	5	9	inherent	inherent	ADJ
hungeobull-12631	5	10	uncertainties	uncertainty	NOUN
hungeobull-12631	5	11	,	,	PUNCT
hungeobull-12631	5	12	particularly	particularly	ADV
hungeobull-12631	5	13	when	when	SCONJ
hungeobull-12631	5	14	extrapolated	extrapolate	VERB
hungeobull-12631	5	15	to	to	ADP
hungeobull-12631	5	16	largescale	largescale	ADJ
hungeobull-12631	5	17	scenarios	scenario	NOUN
hungeobull-12631	5	18	,	,	PUNCT
hungeobull-12631	5	19	because	because	SCONJ
hungeobull-12631	5	20	of	of	ADP
hungeobull-12631	5	21	influencing	influence	VERB
hungeobull-12631	5	22	factors	factor	NOUN
hungeobull-12631	5	23	that	that	PRON
hungeobull-12631	5	24	differ	differ	VERB
hungeobull-12631	5	25	depending	depend	VERB
hungeobull-12631	5	26	on	on	ADP
hungeobull-12631	5	27	the	the	DET
hungeobull-12631	5	28	region	region	NOUN
hungeobull-12631	5	29	and	and	CCONJ
hungeobull-12631	5	30	crop	crop	NOUN
hungeobull-12631	5	31	type	type	NOUN
hungeobull-12631	5	32	(	(	PUNCT
hungeobull-12631	5	33	shahhosseini	shahhosseini	PROPN
hungeobull-12631	5	34	,	,	PUNCT
hungeobull-12631	5	35	m.	m.	NOUN
hungeobull-12631	5	36	et	et	PROPN
hungeobull-12631	5	37	al	al	PROPN
hungeobull-12631	5	38	.	.	PROPN
hungeobull-12631	5	39	2020	2020	NUM
hungeobull-12631	5	40	)	)	PUNCT
hungeobull-12631	5	41	.	.	PUNCT
hungeobull-12631	6	1	crop	crop	NOUN
hungeobull-12631	6	2	yield	yield	NOUN
hungeobull-12631	6	3	forecasting	forecasting	NOUN
hungeobull-12631	6	4	and	and	CCONJ
hungeobull-12631	6	5	prediction	prediction	NOUN
hungeobull-12631	6	6	are	be	AUX
hungeobull-12631	6	7	distinct	distinct	ADJ
hungeobull-12631	6	8	approaches	approach	NOUN
hungeobull-12631	6	9	that	that	PRON
hungeobull-12631	6	10	differ	differ	VERB
hungeobull-12631	6	11	in	in	ADP
hungeobull-12631	6	12	methodology	methodology	NOUN
hungeobull-12631	6	13	and	and	CCONJ
hungeobull-12631	6	14	1	1	NUM
hungeobull-12631	6	15	department	department	NOUN
hungeobull-12631	6	16	of	of	ADP
hungeobull-12631	6	17	geoinformatics	geoinformatic	NOUN
hungeobull-12631	6	18	,	,	PUNCT
hungeobull-12631	6	19	physical	physical	ADJ
hungeobull-12631	6	20	and	and	CCONJ
hungeobull-12631	6	21	environmental	environmental	ADJ
hungeobull-12631	6	22	geography	geography	NOUN
hungeobull-12631	6	23	,	,	PUNCT
hungeobull-12631	6	24	university	university	PROPN
hungeobull-12631	6	25	of	of	ADP
hungeobull-12631	6	26	szeged	szeged	PROPN
hungeobull-12631	6	27	,	,	PUNCT
hungeobull-12631	6	28	egyetem	egyetem	PROPN
hungeobull-12631	6	29	utca	utca	PROPN
hungeobull-12631	6	30	2	2	NUM
hungeobull-12631	6	31	,	,	PUNCT
hungeobull-12631	6	32	6722	6722	NUM
hungeobull-12631	6	33	szeged	szege	VERB
hungeobull-12631	6	34	,	,	PUNCT
hungeobull-12631	6	35	hungary	hungary	PROPN
hungeobull-12631	6	36	.	.	PUNCT
hungeobull-12631	7	1	corresponding	correspond	VERB
hungeobull-12631	7	2	author	author	NOUN
hungeobull-12631	7	3	’s	’s	PART
hungeobull-12631	7	4	e	e	NOUN
hungeobull-12631	8	1	-	-	NOUN
hungeobull-12631	9	1	mail	mail	NOUN
hungeobull-12631	9	2	:	:	PUNCT
hungeobull-12631	9	3	farmonov.nizom@stud.u-szeged.hu	farmonov.nizom@stud.u-szeged.hu	PROPN
hungeobull-12631	9	4	2	2	NUM
hungeobull-12631	9	5	geospatial	geospatial	PROPN
hungeobull-12631	9	6	sciences	science	NOUN
hungeobull-12631	9	7	center	center	PROPN
hungeobull-12631	9	8	of	of	ADP
hungeobull-12631	9	9	excellence	excellence	PROPN
hungeobull-12631	9	10	,	,	PUNCT
hungeobull-12631	9	11	department	department	NOUN
hungeobull-12631	9	12	of	of	ADP
hungeobull-12631	9	13	geography	geography	NOUN
hungeobull-12631	9	14	and	and	CCONJ
hungeobull-12631	9	15	geospatial	geospatial	PROPN
hungeobull-12631	9	16	sciences	sciences	PROPN
hungeobull-12631	9	17	,	,	PUNCT
hungeobull-12631	9	18	south	south	PROPN
hungeobull-12631	9	19	dakota	dakota	PROPN
hungeobull-12631	9	20	state	state	PROPN
hungeobull-12631	9	21	university	university	PROPN
hungeobull-12631	9	22	,	,	PUNCT
hungeobull-12631	9	23	brookings	brookings	PROPN
hungeobull-12631	9	24	,	,	PUNCT
hungeobull-12631	9	25	sd	sd	ADP
hungeobull-12631	9	26	57007	57007	NUM
hungeobull-12631	9	27	,	,	PUNCT
hungeobull-12631	9	28	usa	usa	PROPN
hungeobull-12631	9	29	.	.	PROPN
hungeobull-12631	9	30	3	3	NUM
hungeobull-12631	9	31	department	department	NOUN
hungeobull-12631	9	32	of	of	ADP
hungeobull-12631	9	33	state	state	PROPN
hungeobull-12631	9	34	cadastre	cadastre	PROPN
hungeobull-12631	9	35	,	,	PUNCT
hungeobull-12631	9	36	tashkent	tashkent	PROPN
hungeobull-12631	9	37	institute	institute	PROPN
hungeobull-12631	9	38	of	of	ADP
hungeobull-12631	9	39	irrigation	irrigation	NOUN
hungeobull-12631	9	40	and	and	CCONJ
hungeobull-12631	9	41	agricultural	agricultural	ADJ
hungeobull-12631	9	42	mechanization	mechanization	NOUN
hungeobull-12631	9	43	engineers	engineer	NOUN
hungeobull-12631	9	44	,	,	PUNCT
hungeobull-12631	9	45	national	national	ADJ
hungeobull-12631	9	46	research	research	PROPN
hungeobull-12631	9	47	university	university	PROPN
hungeobull-12631	9	48	,	,	PUNCT
hungeobull-12631	9	49	tashkent	tashkent	PROPN
hungeobull-12631	9	50	,	,	PUNCT
hungeobull-12631	9	51	uzbekistan	uzbekistan	PROPN
hungeobull-12631	9	52	4	4	NUM
hungeobull-12631	9	53	department	department	NOUN
hungeobull-12631	9	54	of	of	ADP
hungeobull-12631	9	55	hydrology	hydrology	NOUN
hungeobull-12631	9	56	and	and	CCONJ
hungeobull-12631	9	57	ecology	ecology	NOUN
hungeobull-12631	9	58	,	,	PUNCT
hungeobull-12631	9	59	“	"	PUNCT
hungeobull-12631	9	60	tiiame	tiiame	NOUN
hungeobull-12631	9	61	”	"	PUNCT
hungeobull-12631	9	62	nru	nru	PROPN
hungeobull-12631	9	63	bukhara	bukhara	PROPN
hungeobull-12631	9	64	institute	institute	PROPN
hungeobull-12631	9	65	of	of	ADP
hungeobull-12631	9	66	natural	natural	ADJ
hungeobull-12631	9	67	resources	resource	NOUN
hungeobull-12631	9	68	management	management	NOUN
hungeobull-12631	9	69	,	,	PUNCT
hungeobull-12631	9	70	gazli	gazli	NOUN
hungeobull-12631	9	71	avenue	avenue	PROPN
hungeobull-12631	9	72	32	32	NUM
hungeobull-12631	9	73	,	,	PUNCT
hungeobull-12631	9	74	bukhara	bukhara	PROPN
hungeobull-12631	9	75	,	,	PUNCT
hungeobull-12631	9	76	uzbekistan	uzbekistan	PROPN
hungeobull-12631	9	77	.	.	PUNCT
hungeobull-12631	10	1	5	5	NUM
hungeobull-12631	10	2	department	department	NOUN
hungeobull-12631	10	3	of	of	ADP
hungeobull-12631	10	4	land	land	NOUN
hungeobull-12631	10	5	resources	resource	NOUN
hungeobull-12631	10	6	,	,	PUNCT
hungeobull-12631	10	7	cadastre	cadastre	NOUN
hungeobull-12631	10	8	and	and	CCONJ
hungeobull-12631	10	9	geoinformatics	geoinformatic	NOUN
hungeobull-12631	10	10	,	,	PUNCT
hungeobull-12631	10	11	karshi	karshi	PROPN
hungeobull-12631	10	12	institute	institute	PROPN
hungeobull-12631	10	13	of	of	ADP
hungeobull-12631	10	14	irrigation	irrigation	NOUN
hungeobull-12631	10	15	and	and	CCONJ
hungeobull-12631	10	16	agrotechnology	agrotechnology	NOUN
hungeobull-12631	10	17	,	,	PUNCT
hungeobull-12631	10	18	“	"	PUNCT
hungeobull-12631	10	19	tiiame	tiiame	NOUN
hungeobull-12631	10	20	”	"	PUNCT
hungeobull-12631	10	21	national	national	PROPN
hungeobull-12631	10	22	research	research	PROPN
hungeobull-12631	10	23	university	university	PROPN
hungeobull-12631	10	24	,	,	PUNCT
hungeobull-12631	10	25	karshi	karshi	PROPN
hungeobull-12631	10	26	,	,	PUNCT
hungeobull-12631	10	27	uzbekistan	uzbekistan	PROPN
hungeobull-12631	10	28	.	.	PUNCT
hungeobull-12631	11	1	effectiveness	effectiveness	NOUN
hungeobull-12631	11	2	of	of	ADP
hungeobull-12631	11	3	machine	machine	NOUN
hungeobull-12631	11	4	learning	learning	NOUN
hungeobull-12631	11	5	and	and	CCONJ
hungeobull-12631	11	6	deep	deep	ADJ
hungeobull-12631	11	7	learning	learning	NOUN
hungeobull-12631	11	8	models	model	NOUN
hungeobull-12631	11	9	at	at	ADP
hungeobull-12631	11	10	county	county	NOUN
hungeobull-12631	11	11	-	-	PUNCT
hungeobull-12631	11	12	level	level	NOUN
hungeobull-12631	11	13	soybean	soybean	NOUN
hungeobull-12631	11	14	yield	yield	NOUN
hungeobull-12631	11	15	forecasting	forecast	VERB
hungeobull-12631	11	16	nizom	nizom	PROPN
hungeobull-12631	11	17	farmonov	farmonov	PROPN
hungeobull-12631	11	18	1	1	NUM
hungeobull-12631	11	19	,	,	PUNCT
hungeobull-12631	11	20	khilola	khilola	X
hungeobull-12631	11	21	amankulova	amankulova	PROPN
hungeobull-12631	11	22	1	1	NUM
hungeobull-12631	11	23	,	,	PUNCT
hungeobull-12631	11	24	shahid	shahid	NOUN
hungeobull-12631	11	25	nawaz	nawaz	ADJ
hungeobull-12631	11	26	khan	khan	PROPN
hungeobull-12631	11	27	2	2	NUM
hungeobull-12631	11	28	,	,	PUNCT
hungeobull-12631	11	29	mokhigul	mokhigul	NOUN
hungeobull-12631	11	30	abdurakhimova	abdurakhimova	PROPN
hungeobull-12631	11	31	3	3	NUM
hungeobull-12631	11	32	,	,	PUNCT
hungeobull-12631	11	33	józsef	józsef	ADJ
hungeobull-12631	11	34	szatmári	szatmári	PROPN
hungeobull-12631	11	35	1	1	NUM
hungeobull-12631	11	36	,	,	PUNCT
hungeobull-12631	11	37	tukhtaeva	tukhtaeva	PROPN
hungeobull-12631	11	38	khabiba4	khabiba4	PROPN
hungeobull-12631	11	39	,	,	PUNCT
hungeobull-12631	11	40	radjabova	radjabova	PROPN
hungeobull-12631	11	41	makhliyo	makhliyo	PROPN
hungeobull-12631	11	42	4	4	NUM
hungeobull-12631	11	43	,	,	PUNCT
hungeobull-12631	11	44	meiliyeva	meiliyeva	ADJ
hungeobull-12631	11	45	khodicha5	khodicha5	PROPN
hungeobull-12631	11	46	and	and	CCONJ
hungeobull-12631	11	47	lászló	lászló	PROPN
hungeobull-12631	11	48	mucsi	mucsi	VERB
hungeobull-12631	11	49	1	1	NUM
hungeobull-12631	11	50	abstract	abstract	ADJ
hungeobull-12631	11	51	crop	crop	NOUN
hungeobull-12631	11	52	yield	yield	NOUN
hungeobull-12631	11	53	forecasting	forecasting	NOUN
hungeobull-12631	11	54	is	be	AUX
hungeobull-12631	11	55	critical	critical	ADJ
hungeobull-12631	11	56	in	in	ADP
hungeobull-12631	11	57	modern	modern	ADJ
hungeobull-12631	11	58	agriculture	agriculture	NOUN
hungeobull-12631	11	59	to	to	PART
hungeobull-12631	11	60	ensure	ensure	VERB
hungeobull-12631	11	61	food	food	NOUN
hungeobull-12631	11	62	security	security	NOUN
hungeobull-12631	11	63	,	,	PUNCT
hungeobull-12631	11	64	economic	economic	ADJ
hungeobull-12631	11	65	stability	stability	NOUN
hungeobull-12631	11	66	,	,	PUNCT
hungeobull-12631	11	67	and	and	CCONJ
hungeobull-12631	11	68	effective	effective	ADJ
hungeobull-12631	11	69	resource	resource	NOUN
hungeobull-12631	11	70	management	management	NOUN
hungeobull-12631	11	71	.	.	PUNCT
hungeobull-12631	12	1	the	the	DET
hungeobull-12631	12	2	main	main	ADJ
hungeobull-12631	12	3	goal	goal	NOUN
hungeobull-12631	12	4	of	of	ADP
hungeobull-12631	12	5	this	this	DET
hungeobull-12631	12	6	study	study	NOUN
hungeobull-12631	12	7	was	be	AUX
hungeobull-12631	12	8	to	to	PART
hungeobull-12631	12	9	combine	combine	VERB
hungeobull-12631	12	10	historical	historical	ADJ
hungeobull-12631	12	11	multisource	multisource	PROPN
hungeobull-12631	12	12	satellite	satellite	NOUN
hungeobull-12631	12	13	and	and	CCONJ
hungeobull-12631	12	14	environmental	environmental	ADJ
hungeobull-12631	12	15	datasets	dataset	NOUN
hungeobull-12631	12	16	with	with	ADP
hungeobull-12631	12	17	a	a	DET
hungeobull-12631	12	18	deep	deep	ADJ
hungeobull-12631	12	19	learning	learning	NOUN
hungeobull-12631	12	20	(	(	PUNCT
hungeobull-12631	12	21	dl	dl	NOUN
hungeobull-12631	12	22	)	)	PUNCT
hungeobull-12631	12	23	model	model	NOUN
hungeobull-12631	12	24	for	for	ADP
hungeobull-12631	12	25	soybean	soybean	NOUN
hungeobull-12631	12	26	yield	yield	NOUN
hungeobull-12631	12	27	forecasting	forecasting	NOUN
hungeobull-12631	12	28	in	in	ADP
hungeobull-12631	12	29	the	the	DET
hungeobull-12631	12	30	united	united	PROPN
hungeobull-12631	12	31	states	states	PROPN
hungeobull-12631	12	32	’	’	PART
hungeobull-12631	12	33	corn	corn	NOUN
hungeobull-12631	12	34	belt	belt	NOUN
hungeobull-12631	12	35	.	.	PUNCT
hungeobull-12631	13	1	the	the	DET
hungeobull-12631	13	2	following	follow	VERB
hungeobull-12631	13	3	moderate	moderate	ADJ
hungeobull-12631	13	4	resolution	resolution	NOUN
hungeobull-12631	13	5	imaging	imaging	NOUN
hungeobull-12631	13	6	spectroradiometer	spectroradiometer	NOUN
hungeobull-12631	13	7	(	(	PUNCT
hungeobull-12631	13	8	modis	modis	PROPN
hungeobull-12631	13	9	)	)	PUNCT
hungeobull-12631	13	10	products	product	NOUN
hungeobull-12631	13	11	were	be	AUX
hungeobull-12631	13	12	aggregated	aggregate	VERB
hungeobull-12631	13	13	at	at	ADP
hungeobull-12631	13	14	the	the	DET
hungeobull-12631	13	15	county	county	NOUN
hungeobull-12631	13	16	level	level	NOUN
hungeobull-12631	13	17	.	.	PUNCT
hungeobull-12631	14	1	the	the	DET
hungeobull-12631	14	2	crop	crop	NOUN
hungeobull-12631	14	3	data	datum	NOUN
hungeobull-12631	14	4	layer	layer	NOUN
hungeobull-12631	14	5	(	(	PUNCT
hungeobull-12631	14	6	cdl	cdl	PROPN
hungeobull-12631	14	7	)	)	PUNCT
hungeobull-12631	14	8	in	in	ADP
hungeobull-12631	14	9	google	google	PROPN
hungeobull-12631	14	10	earth	earth	NOUN
hungeobull-12631	14	11	engine	engine	NOUN
hungeobull-12631	14	12	(	(	PUNCT
hungeobull-12631	14	13	gee	gee	NOUN
hungeobull-12631	14	14	)	)	PUNCT
hungeobull-12631	14	15	was	be	AUX
hungeobull-12631	14	16	used	use	VERB
hungeobull-12631	14	17	to	to	PART
hungeobull-12631	14	18	mask	mask	VERB
hungeobull-12631	14	19	the	the	DET
hungeobull-12631	14	20	data	datum	NOUN
hungeobull-12631	14	21	so	so	SCONJ
hungeobull-12631	14	22	that	that	SCONJ
hungeobull-12631	14	23	only	only	ADJ
hungeobull-12631	14	24	soybean	soybean	NOUN
hungeobull-12631	14	25	pixels	pixel	NOUN
hungeobull-12631	14	26	were	be	AUX
hungeobull-12631	14	27	selected	select	VERB
hungeobull-12631	14	28	.	.	PUNCT
hungeobull-12631	15	1	several	several	ADJ
hungeobull-12631	15	2	machine	machine	NOUN
hungeobull-12631	15	3	learning	learning	NOUN
hungeobull-12631	15	4	(	(	PUNCT
hungeobull-12631	15	5	ml	ml	NOUN
hungeobull-12631	15	6	)	)	PUNCT
hungeobull-12631	15	7	models	model	NOUN
hungeobull-12631	15	8	were	be	AUX
hungeobull-12631	15	9	trained	train	VERB
hungeobull-12631	15	10	by	by	ADP
hungeobull-12631	15	11	using	use	VERB
hungeobull-12631	15	12	5	5	NUM
hungeobull-12631	15	13	years	year	NOUN
hungeobull-12631	15	14	of	of	ADP
hungeobull-12631	15	15	data	datum	NOUN
hungeobull-12631	15	16	from	from	ADP
hungeobull-12631	15	17	2012	2012	NUM
hungeobull-12631	15	18	to	to	ADP
hungeobull-12631	15	19	2016	2016	NUM
hungeobull-12631	15	20	:	:	PUNCT
hungeobull-12631	15	21	random	random	ADJ
hungeobull-12631	15	22	forest	forest	NOUN
hungeobull-12631	15	23	(	(	PUNCT
hungeobull-12631	15	24	rf	rf	NOUN
hungeobull-12631	15	25	)	)	PUNCT
hungeobull-12631	15	26	,	,	PUNCT
hungeobull-12631	15	27	least	least	ADJ
hungeobull-12631	15	28	absolute	absolute	ADJ
hungeobull-12631	15	29	shrinkable	shrinkable	ADJ
hungeobull-12631	15	30	and	and	CCONJ
hungeobull-12631	15	31	selection	selection	NOUN
hungeobull-12631	15	32	operator	operator	NOUN
hungeobull-12631	15	33	(	(	PUNCT
hungeobull-12631	15	34	lasso	lasso	NOUN
hungeobull-12631	15	35	)	)	PUNCT
hungeobull-12631	15	36	regression	regression	NOUN
hungeobull-12631	15	37	,	,	PUNCT
hungeobull-12631	15	38	extreme	extreme	ADJ
hungeobull-12631	15	39	gradient	gradient	NOUN
hungeobull-12631	15	40	boosting	boost	VERB
hungeobull-12631	15	41	(	(	PUNCT
hungeobull-12631	15	42	xgboost	xgboost	ADV
hungeobull-12631	15	43	)	)	PUNCT
hungeobull-12631	15	44	,	,	PUNCT
hungeobull-12631	15	45	and	and	CCONJ
hungeobull-12631	15	46	decision	decision	NOUN
hungeobull-12631	15	47	tree	tree	NOUN
hungeobull-12631	15	48	regression	regression	NOUN
hungeobull-12631	15	49	(	(	PUNCT
hungeobull-12631	15	50	dtr	dtr	NOUN
hungeobull-12631	15	51	)	)	PUNCT
hungeobull-12631	15	52	as	as	ADV
hungeobull-12631	15	53	well	well	ADV
hungeobull-12631	15	54	as	as	ADP
hungeobull-12631	15	55	dl	dl	NOUN
hungeobull-12631	15	56	-	-	PUNCT
hungeobull-12631	15	57	based	base	VERB
hungeobull-12631	15	58	one	one	NUM
hungeobull-12631	15	59	-	-	PUNCT
hungeobull-12631	15	60	dimensional	dimensional	ADJ
hungeobull-12631	15	61	convolutional	convolutional	ADJ
hungeobull-12631	15	62	neural	neural	ADJ
hungeobull-12631	15	63	network	network	NOUN
hungeobull-12631	15	64	(	(	PUNCT
hungeobull-12631	15	65	1d	1d	NOUN
hungeobull-12631	15	66	-	-	PUNCT
hungeobull-12631	15	67	cnn	cnn	NOUN
hungeobull-12631	15	68	)	)	PUNCT
hungeobull-12631	15	69	.	.	PUNCT
hungeobull-12631	16	1	the	the	DET
hungeobull-12631	16	2	best	good	ADJ
hungeobull-12631	16	3	model	model	NOUN
hungeobull-12631	16	4	was	be	AUX
hungeobull-12631	16	5	determined	determine	VERB
hungeobull-12631	16	6	by	by	ADP
hungeobull-12631	16	7	comparing	compare	VERB
hungeobull-12631	16	8	their	their	PRON
hungeobull-12631	16	9	performances	performance	NOUN
hungeobull-12631	16	10	at	at	ADP
hungeobull-12631	16	11	forecasting	forecast	VERB
hungeobull-12631	16	12	the	the	DET
hungeobull-12631	16	13	soybean	soybean	NOUN
hungeobull-12631	16	14	yield	yield	NOUN
hungeobull-12631	16	15	in	in	ADP
hungeobull-12631	16	16	2017–2021	2017–2021	NUM
hungeobull-12631	16	17	at	at	ADP
hungeobull-12631	16	18	the	the	DET
hungeobull-12631	16	19	county	county	NOUN
hungeobull-12631	16	20	scale	scale	NOUN
hungeobull-12631	16	21	.	.	PUNCT
hungeobull-12631	17	1	the	the	DET
hungeobull-12631	17	2	rf	rf	NOUN
hungeobull-12631	17	3	model	model	NOUN
hungeobull-12631	17	4	outperformed	outperform	VERB
hungeobull-12631	17	5	all	all	DET
hungeobull-12631	17	6	other	other	ADJ
hungeobull-12631	17	7	ml	ml	NOUN
hungeobull-12631	17	8	models	model	NOUN
hungeobull-12631	17	9	with	with	ADP
hungeobull-12631	17	10	the	the	DET
hungeobull-12631	17	11	lowest	low	ADJ
hungeobull-12631	17	12	rmse	rmse	NOUN
hungeobull-12631	17	13	of	of	ADP
hungeobull-12631	17	14	0.342	0.342	NUM
hungeobull-12631	17	15	t	t	PROPN
hungeobull-12631	17	16	/	/	SYM
hungeobull-12631	17	17	ha	ha	INTJ
hungeobull-12631	17	18	,	,	PUNCT
hungeobull-12631	17	19	followed	follow	VERB
hungeobull-12631	17	20	by	by	ADP
hungeobull-12631	17	21	xgboost	xgboost	PROPN
hungeobull-12631	17	22	(	(	PUNCT
hungeobull-12631	17	23	0.373	0.373	NUM
hungeobull-12631	17	24	t	t	NOUN
hungeobull-12631	17	25	/	/	SYM
hungeobull-12631	17	26	ha	ha	NOUN
hungeobull-12631	17	27	)	)	PUNCT
hungeobull-12631	17	28	,	,	PUNCT
hungeobull-12631	17	29	dtr	dtr	X
hungeobull-12631	17	30	(	(	PUNCT
hungeobull-12631	17	31	0.437	0.437	NUM
hungeobull-12631	17	32	t	t	NOUN
hungeobull-12631	17	33	/	/	SYM
hungeobull-12631	17	34	ha	ha	NOUN
hungeobull-12631	17	35	)	)	PUNCT
hungeobull-12631	17	36	,	,	PUNCT
hungeobull-12631	17	37	and	and	CCONJ
hungeobull-12631	17	38	lasso	lasso	NOUN
hungeobull-12631	17	39	(	(	PUNCT
hungeobull-12631	17	40	0.452	0.452	NUM
hungeobull-12631	17	41	t	t	PROPN
hungeobull-12631	17	42	/	/	SYM
hungeobull-12631	17	43	ha	ha	NOUN
hungeobull-12631	17	44	)	)	PUNCT
hungeobull-12631	17	45	regression	regression	NOUN
hungeobull-12631	17	46	.	.	PUNCT
hungeobull-12631	18	1	however	however	ADV
hungeobull-12631	18	2	,	,	PUNCT
hungeobull-12631	18	3	the	the	DET
hungeobull-12631	18	4	1d	1d	NUM
hungeobull-12631	18	5	-	-	PUNCT
hungeobull-12631	18	6	cnn	cnn	PROPN
hungeobull-12631	18	7	model	model	NOUN
hungeobull-12631	18	8	showed	show	VERB
hungeobull-12631	18	9	the	the	DET
hungeobull-12631	18	10	highest	high	ADJ
hungeobull-12631	18	11	forecasting	forecasting	NOUN
hungeobull-12631	18	12	accuracy	accuracy	NOUN
hungeobull-12631	18	13	for	for	ADP
hungeobull-12631	18	14	the	the	DET
hungeobull-12631	18	15	2018	2018	NUM
hungeobull-12631	18	16	growing	grow	VERB
hungeobull-12631	18	17	season	season	NOUN
hungeobull-12631	18	18	with	with	ADP
hungeobull-12631	18	19	rmse	rmse	NOUN
hungeobull-12631	18	20	of	of	ADP
hungeobull-12631	18	21	0.280	0.280	NUM
hungeobull-12631	18	22	t	t	NOUN
hungeobull-12631	18	23	/	/	SYM
hungeobull-12631	18	24	ha	ha	INTJ
hungeobull-12631	18	25	.	.	PUNCT
hungeobull-12631	19	1	the	the	DET
hungeobull-12631	19	2	developed	develop	VERB
hungeobull-12631	19	3	1d	1d	NUM
hungeobull-12631	19	4	-	-	PUNCT
hungeobull-12631	19	5	cnn	cnn	NOUN
hungeobull-12631	19	6	model	model	NOUN
hungeobull-12631	19	7	has	have	VERB
hungeobull-12631	19	8	great	great	ADJ
hungeobull-12631	19	9	potential	potential	NOUN
hungeobull-12631	19	10	for	for	ADP
hungeobull-12631	19	11	crop	crop	NOUN
hungeobull-12631	19	12	yield	yield	NOUN
hungeobull-12631	19	13	forecasting	forecasting	NOUN
hungeobull-12631	19	14	because	because	SCONJ
hungeobull-12631	19	15	it	it	PRON
hungeobull-12631	19	16	effectively	effectively	ADV
hungeobull-12631	19	17	captures	capture	VERB
hungeobull-12631	19	18	temporal	temporal	ADJ
hungeobull-12631	19	19	dependencies	dependency	NOUN
hungeobull-12631	19	20	and	and	CCONJ
hungeobull-12631	19	21	extracts	extract	NOUN
hungeobull-12631	19	22	meaningful	meaningful	ADJ
hungeobull-12631	19	23	input	input	NOUN
hungeobull-12631	19	24	features	feature	NOUN
hungeobull-12631	19	25	from	from	ADP
hungeobull-12631	19	26	sequential	sequential	ADJ
hungeobull-12631	19	27	data	datum	NOUN
hungeobull-12631	19	28	.	.	PUNCT
hungeobull-12631	20	1	keywords	keyword	NOUN
hungeobull-12631	20	2	:	:	PUNCT
hungeobull-12631	20	3	agriculture	agriculture	NOUN
hungeobull-12631	20	4	,	,	PUNCT
hungeobull-12631	20	5	remote	remote	ADJ
hungeobull-12631	20	6	sensing	sensing	NOUN
hungeobull-12631	20	7	,	,	PUNCT
hungeobull-12631	20	8	farmers	farmer	NOUN
hungeobull-12631	20	9	,	,	PUNCT
hungeobull-12631	20	10	random	random	ADJ
hungeobull-12631	20	11	forest	forest	NOUN
hungeobull-12631	20	12	,	,	PUNCT
hungeobull-12631	20	13	soybean	soybean	NOUN
hungeobull-12631	20	14	,	,	PUNCT
hungeobull-12631	20	15	machine	machine	NOUN
hungeobull-12631	20	16	learning	learning	NOUN
hungeobull-12631	20	17	received	receive	VERB
hungeobull-12631	20	18	september	september	PROPN
hungeobull-12631	20	19	2023	2023	NUM
hungeobull-12631	20	20	,	,	PUNCT
hungeobull-12631	20	21	accepted	accept	VERB
hungeobull-12631	20	22	october	october	PROPN
hungeobull-12631	20	23	2023	2023	NUM
hungeobull-12631	20	24	.	.	PUNCT
hungeobull-12631	21	1	mailto:farmonov.nizom@stud.u-szeged.hu	mailto:farmonov.nizom@stud.u-szeged.hu	PROPN
hungeobull-12631	21	2	farmonov	farmonov	PROPN
hungeobull-12631	21	3	,	,	PUNCT
hungeobull-12631	21	4	n.	n.	PROPN
hungeobull-12631	21	5	et	et	PROPN
hungeobull-12631	21	6	al	al	PROPN
hungeobull-12631	21	7	.	.	PUNCT
hungeobull-12631	22	1	hungarian	hungarian	ADJ
hungeobull-12631	22	2	geographical	geographical	ADJ
hungeobull-12631	22	3	bulletin	bulletin	NOUN
hungeobull-12631	22	4	72	72	NUM
hungeobull-12631	22	5	(	(	PUNCT
hungeobull-12631	22	6	2023	2023	NUM
hungeobull-12631	22	7	)	)	PUNCT
hungeobull-12631	22	8	(	(	PUNCT
hungeobull-12631	22	9	4	4	X
hungeobull-12631	22	10	)	)	PUNCT
hungeobull-12631	22	11	383–398.384	383–398.384	NUM
hungeobull-12631	22	12	data	data	NOUN
hungeobull-12631	22	13	utilization	utilization	NOUN
hungeobull-12631	22	14	(	(	PUNCT
hungeobull-12631	22	15	shahhosseini	shahhosseini	PROPN
hungeobull-12631	22	16	,	,	PUNCT
hungeobull-12631	22	17	m.	m.	NOUN
hungeobull-12631	22	18	et	et	PROPN
hungeobull-12631	22	19	al	al	PROPN
hungeobull-12631	22	20	.	.	PROPN
hungeobull-12631	22	21	2020	2020	NUM
hungeobull-12631	22	22	)	)	PUNCT
hungeobull-12631	22	23	.	.	PUNCT
hungeobull-12631	23	1	forecasting	forecasting	NOUN
hungeobull-12631	23	2	entails	entail	VERB
hungeobull-12631	23	3	using	use	VERB
hungeobull-12631	23	4	historical	historical	ADJ
hungeobull-12631	23	5	observations	observation	NOUN
hungeobull-12631	23	6	to	to	PART
hungeobull-12631	23	7	train	train	VERB
hungeobull-12631	23	8	a	a	DET
hungeobull-12631	23	9	model	model	NOUN
hungeobull-12631	23	10	and	and	CCONJ
hungeobull-12631	23	11	subsequently	subsequently	ADV
hungeobull-12631	23	12	generating	generate	VERB
hungeobull-12631	23	13	forecasts	forecast	NOUN
hungeobull-12631	23	14	by	by	ADP
hungeobull-12631	23	15	employing	employ	VERB
hungeobull-12631	23	16	input	input	NOUN
hungeobull-12631	23	17	features	feature	VERB
hungeobull-12631	23	18	specific	specific	ADJ
hungeobull-12631	23	19	to	to	ADP
hungeobull-12631	23	20	the	the	DET
hungeobull-12631	23	21	future	future	NOUN
hungeobull-12631	23	22	(	(	PUNCT
hungeobull-12631	23	23	paudel	paudel	PROPN
hungeobull-12631	23	24	,	,	PUNCT
hungeobull-12631	23	25	d.	d.	PROPN
hungeobull-12631	23	26	et	et	PROPN
hungeobull-12631	23	27	al	al	PROPN
hungeobull-12631	23	28	.	.	PROPN
hungeobull-12631	23	29	2021	2021	NUM
hungeobull-12631	23	30	)	)	PUNCT
hungeobull-12631	23	31	.	.	PUNCT
hungeobull-12631	24	1	the	the	DET
hungeobull-12631	24	2	forecasting	forecasting	NOUN
hungeobull-12631	24	3	process	process	NOUN
hungeobull-12631	24	4	acknowledges	acknowledge	VERB
hungeobull-12631	24	5	the	the	DET
hungeobull-12631	24	6	influence	influence	NOUN
hungeobull-12631	24	7	of	of	ADP
hungeobull-12631	24	8	various	various	ADJ
hungeobull-12631	24	9	biotic	biotic	ADJ
hungeobull-12631	24	10	and	and	CCONJ
hungeobull-12631	24	11	abiotic	abiotic	ADJ
hungeobull-12631	24	12	factors	factor	NOUN
hungeobull-12631	24	13	on	on	ADP
hungeobull-12631	24	14	crop	crop	NOUN
hungeobull-12631	24	15	yield	yield	NOUN
hungeobull-12631	24	16	and	and	CCONJ
hungeobull-12631	24	17	necessitates	necessitate	VERB
hungeobull-12631	24	18	a	a	DET
hungeobull-12631	24	19	comprehensive	comprehensive	ADJ
hungeobull-12631	24	20	understanding	understanding	NOUN
hungeobull-12631	24	21	and	and	CCONJ
hungeobull-12631	24	22	management	management	NOUN
hungeobull-12631	24	23	of	of	ADP
hungeobull-12631	24	24	these	these	DET
hungeobull-12631	24	25	elements	element	NOUN
hungeobull-12631	24	26	for	for	ADP
hungeobull-12631	24	27	a	a	DET
hungeobull-12631	24	28	full	full	ADJ
hungeobull-12631	24	29	grasp	grasp	NOUN
hungeobull-12631	24	30	of	of	ADP
hungeobull-12631	24	31	the	the	DET
hungeobull-12631	24	32	yield	yield	NOUN
hungeobull-12631	24	33	dynamics	dynamic	NOUN
hungeobull-12631	24	34	.	.	PUNCT
hungeobull-12631	25	1	a	a	DET
hungeobull-12631	25	2	critical	critical	ADJ
hungeobull-12631	25	3	issue	issue	NOUN
hungeobull-12631	25	4	is	be	AUX
hungeobull-12631	25	5	the	the	DET
hungeobull-12631	25	6	scarcity	scarcity	NOUN
hungeobull-12631	25	7	of	of	ADP
hungeobull-12631	25	8	extensive	extensive	ADJ
hungeobull-12631	25	9	data	datum	NOUN
hungeobull-12631	25	10	encompassing	encompass	VERB
hungeobull-12631	25	11	all	all	DET
hungeobull-12631	25	12	pertinent	pertinent	ADJ
hungeobull-12631	25	13	factors	factor	NOUN
hungeobull-12631	25	14	on	on	ADP
hungeobull-12631	25	15	a	a	DET
hungeobull-12631	25	16	large	large	ADJ
hungeobull-12631	25	17	scale	scale	NOUN
hungeobull-12631	25	18	.	.	PUNCT
hungeobull-12631	26	1	crop	crop	NOUN
hungeobull-12631	26	2	yield	yield	NOUN
hungeobull-12631	26	3	prediction	prediction	NOUN
hungeobull-12631	26	4	differs	differ	VERB
hungeobull-12631	26	5	from	from	ADP
hungeobull-12631	26	6	crop	crop	NOUN
hungeobull-12631	26	7	yield	yield	NOUN
hungeobull-12631	26	8	forecasting	forecasting	NOUN
hungeobull-12631	26	9	in	in	ADP
hungeobull-12631	26	10	that	that	SCONJ
hungeobull-12631	26	11	the	the	DET
hungeobull-12631	26	12	former	former	ADJ
hungeobull-12631	26	13	can	can	AUX
hungeobull-12631	26	14	utilize	utilize	VERB
hungeobull-12631	26	15	the	the	DET
hungeobull-12631	26	16	target	target	NOUN
hungeobull-12631	26	17	variable	variable	NOUN
hungeobull-12631	26	18	of	of	ADP
hungeobull-12631	26	19	the	the	DET
hungeobull-12631	26	20	current	current	ADJ
hungeobull-12631	26	21	year	year	NOUN
hungeobull-12631	26	22	in	in	ADP
hungeobull-12631	26	23	the	the	DET
hungeobull-12631	26	24	training	training	NOUN
hungeobull-12631	26	25	phase	phase	NOUN
hungeobull-12631	26	26	(	(	PUNCT
hungeobull-12631	26	27	shahhosseini	shahhosseini	PROPN
hungeobull-12631	26	28	,	,	PUNCT
hungeobull-12631	26	29	m.	m.	NOUN
hungeobull-12631	26	30	et	et	PROPN
hungeobull-12631	26	31	al	al	PROPN
hungeobull-12631	26	32	.	.	PROPN
hungeobull-12631	26	33	2020	2020	NUM
hungeobull-12631	26	34	)	)	PUNCT
hungeobull-12631	26	35	.	.	PUNCT
hungeobull-12631	27	1	current	current	ADJ
hungeobull-12631	27	2	crop	crop	NOUN
hungeobull-12631	27	3	yield	yield	NOUN
hungeobull-12631	27	4	prediction	prediction	NOUN
hungeobull-12631	27	5	approaches	approach	NOUN
hungeobull-12631	27	6	can	can	AUX
hungeobull-12631	27	7	be	be	AUX
hungeobull-12631	27	8	divided	divide	VERB
hungeobull-12631	27	9	into	into	ADP
hungeobull-12631	27	10	two	two	NUM
hungeobull-12631	27	11	main	main	ADJ
hungeobull-12631	27	12	categories	category	NOUN
hungeobull-12631	27	13	:	:	PUNCT
hungeobull-12631	27	14	physical	physical	ADJ
hungeobull-12631	27	15	models	model	NOUN
hungeobull-12631	27	16	and	and	CCONJ
hungeobull-12631	27	17	statistical	statistical	ADJ
hungeobull-12631	27	18	models	model	NOUN
hungeobull-12631	27	19	(	(	PUNCT
hungeobull-12631	27	20	tripathy	tripathy	PROPN
hungeobull-12631	27	21	,	,	PUNCT
hungeobull-12631	27	22	r.	r.	PROPN
hungeobull-12631	27	23	et	et	PROPN
hungeobull-12631	27	24	al	al	PROPN
hungeobull-12631	27	25	.	.	PROPN
hungeobull-12631	27	26	2022	2022	NUM
hungeobull-12631	27	27	)	)	PUNCT
hungeobull-12631	27	28	.	.	PUNCT
hungeobull-12631	28	1	physical	physical	ADJ
hungeobull-12631	28	2	models	model	NOUN
hungeobull-12631	28	3	simulate	simulate	VERB
hungeobull-12631	28	4	crop	crop	NOUN
hungeobull-12631	28	5	-	-	PUNCT
hungeobull-12631	28	6	growing	grow	VERB
hungeobull-12631	28	7	conditions	condition	NOUN
hungeobull-12631	28	8	in	in	ADP
hungeobull-12631	28	9	combination	combination	NOUN
hungeobull-12631	28	10	with	with	ADP
hungeobull-12631	28	11	parameters	parameter	NOUN
hungeobull-12631	28	12	that	that	PRON
hungeobull-12631	28	13	affect	affect	VERB
hungeobull-12631	28	14	crop	crop	NOUN
hungeobull-12631	28	15	yield	yield	NOUN
hungeobull-12631	28	16	.	.	PUNCT
hungeobull-12631	29	1	representative	representative	ADJ
hungeobull-12631	29	2	physical	physical	ADJ
hungeobull-12631	29	3	models	model	NOUN
hungeobull-12631	29	4	include	include	VERB
hungeobull-12631	29	5	the	the	DET
hungeobull-12631	29	6	agricultural	agricultural	ADJ
hungeobull-12631	29	7	production	production	NOUN
hungeobull-12631	29	8	simulator	simulator	NOUN
hungeobull-12631	29	9	(	(	PUNCT
hungeobull-12631	29	10	keating	keating	PROPN
hungeobull-12631	29	11	,	,	PUNCT
hungeobull-12631	29	12	b.a	b.a	PROPN
hungeobull-12631	29	13	.	.	PROPN
hungeobull-12631	29	14	et	et	PROPN
hungeobull-12631	29	15	al	al	PROPN
hungeobull-12631	29	16	.	.	PROPN
hungeobull-12631	29	17	2003	2003	NUM
hungeobull-12631	29	18	)	)	PUNCT
hungeobull-12631	29	19	and	and	CCONJ
hungeobull-12631	29	20	decision	decision	NOUN
hungeobull-12631	29	21	support	support	NOUN
hungeobull-12631	29	22	system	system	NOUN
hungeobull-12631	29	23	for	for	ADP
hungeobull-12631	29	24	agrotechnology	agrotechnology	NOUN
hungeobull-12631	29	25	transfer	transfer	NOUN
hungeobull-12631	29	26	(	(	PUNCT
hungeobull-12631	29	27	jones	jones	PROPN
hungeobull-12631	29	28	,	,	PUNCT
hungeobull-12631	29	29	j.w	j.w	PROPN
hungeobull-12631	29	30	.	.	PROPN
hungeobull-12631	29	31	et	et	PROPN
hungeobull-12631	29	32	al	al	PROPN
hungeobull-12631	29	33	.	.	PROPN
hungeobull-12631	29	34	2003	2003	NUM
hungeobull-12631	29	35	)	)	PUNCT
hungeobull-12631	29	36	.	.	PUNCT
hungeobull-12631	30	1	physical	physical	ADJ
hungeobull-12631	30	2	models	model	NOUN
hungeobull-12631	30	3	are	be	AUX
hungeobull-12631	30	4	widely	widely	ADV
hungeobull-12631	30	5	used	use	VERB
hungeobull-12631	30	6	,	,	PUNCT
hungeobull-12631	30	7	but	but	CCONJ
hungeobull-12631	30	8	they	they	PRON
hungeobull-12631	30	9	require	require	VERB
hungeobull-12631	30	10	extensive	extensive	ADJ
hungeobull-12631	30	11	data	datum	NOUN
hungeobull-12631	30	12	for	for	ADP
hungeobull-12631	30	13	calibration	calibration	NOUN
hungeobull-12631	30	14	,	,	PUNCT
hungeobull-12631	30	15	which	which	PRON
hungeobull-12631	30	16	limits	limit	VERB
hungeobull-12631	30	17	their	their	PRON
hungeobull-12631	30	18	capabilities	capability	NOUN
hungeobull-12631	30	19	for	for	ADP
hungeobull-12631	30	20	largescale	largescale	NOUN
hungeobull-12631	30	21	crop	crop	NOUN
hungeobull-12631	30	22	monitoring	monitoring	NOUN
hungeobull-12631	30	23	.	.	PUNCT
hungeobull-12631	31	1	in	in	ADP
hungeobull-12631	31	2	contrast	contrast	NOUN
hungeobull-12631	31	3	,	,	PUNCT
hungeobull-12631	31	4	statistical	statistical	ADJ
hungeobull-12631	31	5	models	model	NOUN
hungeobull-12631	31	6	are	be	AUX
hungeobull-12631	31	7	simpler	simple	ADJ
hungeobull-12631	31	8	with	with	ADP
hungeobull-12631	31	9	fewer	few	ADJ
hungeobull-12631	31	10	input	input	NOUN
hungeobull-12631	31	11	requirements	requirement	NOUN
hungeobull-12631	31	12	,	,	PUNCT
hungeobull-12631	31	13	which	which	PRON
hungeobull-12631	31	14	make	make	VERB
hungeobull-12631	31	15	them	they	PRON
hungeobull-12631	31	16	very	very	ADV
hungeobull-12631	31	17	convenient	convenient	ADJ
hungeobull-12631	31	18	for	for	ADP
hungeobull-12631	31	19	large	large	ADJ
hungeobull-12631	31	20	-	-	PUNCT
hungeobull-12631	31	21	scale	scale	NOUN
hungeobull-12631	31	22	studies	study	NOUN
hungeobull-12631	31	23	.	.	PUNCT
hungeobull-12631	32	1	machine	machine	NOUN
hungeobull-12631	32	2	learning	learning	NOUN
hungeobull-12631	32	3	(	(	PUNCT
hungeobull-12631	32	4	ml	ml	NOUN
hungeobull-12631	32	5	)	)	PUNCT
hungeobull-12631	32	6	models	model	NOUN
hungeobull-12631	32	7	use	use	VERB
hungeobull-12631	32	8	historical	historical	ADJ
hungeobull-12631	32	9	data	datum	NOUN
hungeobull-12631	32	10	to	to	PART
hungeobull-12631	32	11	characterize	characterize	VERB
hungeobull-12631	32	12	the	the	DET
hungeobull-12631	32	13	relationship	relationship	NOUN
hungeobull-12631	32	14	between	between	ADP
hungeobull-12631	32	15	input	input	NOUN
hungeobull-12631	32	16	variables	variable	NOUN
hungeobull-12631	32	17	and	and	CCONJ
hungeobull-12631	32	18	crop	crop	NOUN
hungeobull-12631	32	19	yield	yield	NOUN
hungeobull-12631	32	20	(	(	PUNCT
hungeobull-12631	32	21	ma	ma	PROPN
hungeobull-12631	32	22	,	,	PUNCT
hungeobull-12631	32	23	y.	y.	PROPN
hungeobull-12631	32	24	et	et	PROPN
hungeobull-12631	32	25	al	al	PROPN
hungeobull-12631	32	26	.	.	PROPN
hungeobull-12631	32	27	2021	2021	NUM
hungeobull-12631	32	28	)	)	PUNCT
hungeobull-12631	32	29	.	.	PUNCT
hungeobull-12631	33	1	a	a	DET
hungeobull-12631	33	2	major	major	ADJ
hungeobull-12631	33	3	advantage	advantage	NOUN
hungeobull-12631	33	4	of	of	ADP
hungeobull-12631	33	5	ml	ml	NOUN
hungeobull-12631	33	6	models	model	NOUN
hungeobull-12631	33	7	is	be	AUX
hungeobull-12631	33	8	that	that	SCONJ
hungeobull-12631	33	9	they	they	PRON
hungeobull-12631	33	10	can	can	AUX
hungeobull-12631	33	11	be	be	AUX
hungeobull-12631	33	12	used	use	VERB
hungeobull-12631	33	13	even	even	ADV
hungeobull-12631	33	14	when	when	SCONJ
hungeobull-12631	33	15	some	some	DET
hungeobull-12631	33	16	specific	specific	ADJ
hungeobull-12631	33	17	crop	crop	NOUN
hungeobull-12631	33	18	parameters	parameter	NOUN
hungeobull-12631	33	19	are	be	AUX
hungeobull-12631	33	20	not	not	PART
hungeobull-12631	33	21	available	available	ADJ
hungeobull-12631	33	22	.	.	PUNCT
hungeobull-12631	34	1	with	with	ADP
hungeobull-12631	34	2	the	the	DET
hungeobull-12631	34	3	increased	increase	VERB
hungeobull-12631	34	4	availability	availability	NOUN
hungeobull-12631	34	5	of	of	ADP
hungeobull-12631	34	6	data	datum	NOUN
hungeobull-12631	34	7	and	and	CCONJ
hungeobull-12631	34	8	computing	computing	NOUN
hungeobull-12631	34	9	power	power	NOUN
hungeobull-12631	34	10	,	,	PUNCT
hungeobull-12631	34	11	robust	robust	ADJ
hungeobull-12631	34	12	ml	ml	NOUN
hungeobull-12631	34	13	methods	method	NOUN
hungeobull-12631	34	14	have	have	AUX
hungeobull-12631	34	15	been	be	AUX
hungeobull-12631	34	16	developed	develop	VERB
hungeobull-12631	34	17	and	and	CCONJ
hungeobull-12631	34	18	applied	apply	VERB
hungeobull-12631	34	19	to	to	ADP
hungeobull-12631	34	20	crop	crop	NOUN
hungeobull-12631	34	21	yield	yield	NOUN
hungeobull-12631	34	22	prediction	prediction	NOUN
hungeobull-12631	34	23	.	.	PUNCT
hungeobull-12631	35	1	the	the	DET
hungeobull-12631	35	2	increased	increase	VERB
hungeobull-12631	35	3	availability	availability	NOUN
hungeobull-12631	35	4	of	of	ADP
hungeobull-12631	35	5	extensive	extensive	ADJ
hungeobull-12631	35	6	remote	remote	ADJ
hungeobull-12631	35	7	sensing	sense	VERB
hungeobull-12631	35	8	data	datum	NOUN
hungeobull-12631	35	9	has	have	AUX
hungeobull-12631	35	10	greatly	greatly	ADV
hungeobull-12631	35	11	facilitated	facilitate	VERB
hungeobull-12631	35	12	their	their	PRON
hungeobull-12631	35	13	utilization	utilization	NOUN
hungeobull-12631	35	14	in	in	ADP
hungeobull-12631	35	15	various	various	ADJ
hungeobull-12631	35	16	agricultural	agricultural	ADJ
hungeobull-12631	35	17	applications	application	NOUN
hungeobull-12631	35	18	,	,	PUNCT
hungeobull-12631	35	19	including	include	VERB
hungeobull-12631	35	20	crop	crop	NOUN
hungeobull-12631	35	21	classification	classification	NOUN
hungeobull-12631	35	22	,	,	PUNCT
hungeobull-12631	35	23	identification	identification	NOUN
hungeobull-12631	35	24	,	,	PUNCT
hungeobull-12631	35	25	and	and	CCONJ
hungeobull-12631	35	26	drought	drought	NOUN
hungeobull-12631	35	27	characterization	characterization	NOUN
hungeobull-12631	35	28	(	(	PUNCT
hungeobull-12631	35	29	sun	sun	NOUN
hungeobull-12631	35	30	,	,	PUNCT
hungeobull-12631	35	31	j.	j.	PROPN
hungeobull-12631	35	32	et	et	PROPN
hungeobull-12631	35	33	al	al	PROPN
hungeobull-12631	35	34	.	.	PROPN
hungeobull-12631	35	35	2019	2019	NUM
hungeobull-12631	35	36	;	;	PUNCT
hungeobull-12631	35	37	khan	khan	PROPN
hungeobull-12631	35	38	,	,	PUNCT
hungeobull-12631	35	39	s.n	s.n	PROPN
hungeobull-12631	35	40	.	.	PROPN
hungeobull-12631	35	41	et	et	PROPN
hungeobull-12631	35	42	al	al	PROPN
hungeobull-12631	35	43	.	.	PROPN
hungeobull-12631	35	44	2023	2023	NUM
hungeobull-12631	35	45	)	)	PUNCT
hungeobull-12631	35	46	,	,	PUNCT
hungeobull-12631	35	47	which	which	PRON
hungeobull-12631	35	48	has	have	AUX
hungeobull-12631	35	49	opened	open	VERB
hungeobull-12631	35	50	new	new	ADJ
hungeobull-12631	35	51	avenues	avenue	NOUN
hungeobull-12631	35	52	for	for	ADP
hungeobull-12631	35	53	extracting	extract	VERB
hungeobull-12631	35	54	meaningful	meaningful	ADJ
hungeobull-12631	35	55	input	input	NOUN
hungeobull-12631	35	56	features	feature	NOUN
hungeobull-12631	35	57	from	from	ADP
hungeobull-12631	35	58	remote	remote	ADJ
hungeobull-12631	35	59	sensing	sense	VERB
hungeobull-12631	35	60	data	datum	NOUN
hungeobull-12631	35	61	for	for	ADP
hungeobull-12631	35	62	crop	crop	NOUN
hungeobull-12631	35	63	yield	yield	NOUN
hungeobull-12631	35	64	prediction	prediction	NOUN
hungeobull-12631	35	65	.	.	PUNCT
hungeobull-12631	36	1	vegetation	vegetation	NOUN
hungeobull-12631	36	2	indices	index	NOUN
hungeobull-12631	36	3	(	(	PUNCT
hungeobull-12631	36	4	vis	vis	X
hungeobull-12631	36	5	)	)	PUNCT
hungeobull-12631	36	6	include	include	VERB
hungeobull-12631	36	7	factors	factor	NOUN
hungeobull-12631	36	8	such	such	ADJ
hungeobull-12631	36	9	as	as	ADP
hungeobull-12631	36	10	greenness	greenness	NOUN
hungeobull-12631	36	11	,	,	PUNCT
hungeobull-12631	36	12	vegetation	vegetation	NOUN
hungeobull-12631	36	13	health	health	NOUN
hungeobull-12631	36	14	,	,	PUNCT
hungeobull-12631	36	15	and	and	CCONJ
hungeobull-12631	36	16	stress	stress	NOUN
hungeobull-12631	36	17	,	,	PUNCT
hungeobull-12631	36	18	and	and	CCONJ
hungeobull-12631	36	19	they	they	PRON
hungeobull-12631	36	20	have	have	AUX
hungeobull-12631	36	21	received	receive	VERB
hungeobull-12631	36	22	substantial	substantial	ADJ
hungeobull-12631	36	23	interest	interest	NOUN
hungeobull-12631	36	24	for	for	ADP
hungeobull-12631	36	25	research	research	NOUN
hungeobull-12631	36	26	in	in	ADP
hungeobull-12631	36	27	vegetation	vegetation	NOUN
hungeobull-12631	36	28	dynamics	dynamic	NOUN
hungeobull-12631	36	29	(	(	PUNCT
hungeobull-12631	36	30	panda	panda	NOUN
hungeobull-12631	36	31	,	,	PUNCT
hungeobull-12631	36	32	s.s	s.s	PROPN
hungeobull-12631	36	33	.	.	PROPN
hungeobull-12631	36	34	et	et	PROPN
hungeobull-12631	36	35	al	al	PROPN
hungeobull-12631	36	36	.	.	PROPN
hungeobull-12631	36	37	2010	2010	NUM
hungeobull-12631	36	38	;	;	PUNCT
hungeobull-12631	36	39	khan	khan	PROPN
hungeobull-12631	36	40	,	,	PUNCT
hungeobull-12631	36	41	k.	k.	PROPN
hungeobull-12631	36	42	et	et	PROPN
hungeobull-12631	36	43	al	al	PROPN
hungeobull-12631	36	44	.	.	PROPN
hungeobull-12631	36	45	2020	2020	NUM
hungeobull-12631	36	46	)	)	PUNCT
hungeobull-12631	36	47	.	.	PUNCT
hungeobull-12631	37	1	the	the	DET
hungeobull-12631	37	2	normalized	normalize	VERB
hungeobull-12631	37	3	difference	difference	NOUN
hungeobull-12631	37	4	vegetation	vegetation	NOUN
hungeobull-12631	37	5	index	index	NOUN
hungeobull-12631	37	6	(	(	PUNCT
hungeobull-12631	37	7	ndvi	ndvi	NOUN
hungeobull-12631	37	8	)	)	PUNCT
hungeobull-12631	37	9	is	be	AUX
hungeobull-12631	37	10	widely	widely	ADV
hungeobull-12631	37	11	used	use	VERB
hungeobull-12631	37	12	for	for	ADP
hungeobull-12631	37	13	crop	crop	NOUN
hungeobull-12631	37	14	health	health	NOUN
hungeobull-12631	37	15	characterization	characterization	NOUN
hungeobull-12631	37	16	and	and	CCONJ
hungeobull-12631	37	17	yield	yield	NOUN
hungeobull-12631	37	18	prediction	prediction	NOUN
hungeobull-12631	37	19	(	(	PUNCT
hungeobull-12631	37	20	fernandes	fernandes	PROPN
hungeobull-12631	37	21	,	,	PUNCT
hungeobull-12631	37	22	j.l	j.l	PROPN
hungeobull-12631	37	23	.	.	PROPN
hungeobull-12631	37	24	et	et	PROPN
hungeobull-12631	37	25	al	al	PROPN
hungeobull-12631	37	26	.	.	PROPN
hungeobull-12631	37	27	2017	2017	NUM
hungeobull-12631	37	28	)	)	PUNCT
hungeobull-12631	37	29	.	.	PUNCT
hungeobull-12631	38	1	the	the	DET
hungeobull-12631	38	2	ndvi	ndvi	NOUN
hungeobull-12631	38	3	measures	measure	VERB
hungeobull-12631	38	4	the	the	DET
hungeobull-12631	38	5	difference	difference	NOUN
hungeobull-12631	38	6	in	in	ADP
hungeobull-12631	38	7	reflectance	reflectance	NOUN
hungeobull-12631	38	8	of	of	ADP
hungeobull-12631	38	9	near	near	ADV
hungeobull-12631	38	10	-	-	PUNCT
hungeobull-12631	38	11	infrared	infrared	ADJ
hungeobull-12631	38	12	(	(	PUNCT
hungeobull-12631	38	13	nir	nir	NOUN
hungeobull-12631	38	14	)	)	PUNCT
hungeobull-12631	38	15	and	and	CCONJ
hungeobull-12631	38	16	red	red	ADJ
hungeobull-12631	38	17	light	light	NOUN
hungeobull-12631	38	18	to	to	PART
hungeobull-12631	38	19	capture	capture	VERB
hungeobull-12631	38	20	variations	variation	NOUN
hungeobull-12631	38	21	in	in	ADP
hungeobull-12631	38	22	plant	plant	NOUN
hungeobull-12631	38	23	biomass	biomass	NOUN
hungeobull-12631	38	24	and	and	CCONJ
hungeobull-12631	38	25	photosynthetic	photosynthetic	ADJ
hungeobull-12631	38	26	activity	activity	NOUN
hungeobull-12631	38	27	,	,	PUNCT
hungeobull-12631	38	28	which	which	PRON
hungeobull-12631	38	29	makes	make	VERB
hungeobull-12631	38	30	it	it	PRON
hungeobull-12631	38	31	very	very	ADV
hungeobull-12631	38	32	useful	useful	ADJ
hungeobull-12631	38	33	for	for	ADP
hungeobull-12631	38	34	assessing	assess	VERB
hungeobull-12631	38	35	crop	crop	NOUN
hungeobull-12631	38	36	productivity	productivity	NOUN
hungeobull-12631	38	37	.	.	PUNCT
hungeobull-12631	39	1	other	other	ADJ
hungeobull-12631	39	2	vis	vis	X
hungeobull-12631	39	3	that	that	PRON
hungeobull-12631	39	4	have	have	AUX
hungeobull-12631	39	5	been	be	AUX
hungeobull-12631	39	6	employed	employ	VERB
hungeobull-12631	39	7	for	for	ADP
hungeobull-12631	39	8	crop	crop	NOUN
hungeobull-12631	39	9	yield	yield	NOUN
hungeobull-12631	39	10	prediction	prediction	NOUN
hungeobull-12631	39	11	include	include	VERB
hungeobull-12631	39	12	the	the	DET
hungeobull-12631	39	13	enhanced	enhanced	ADJ
hungeobull-12631	39	14	vegetation	vegetation	NOUN
hungeobull-12631	39	15	index	index	NOUN
hungeobull-12631	39	16	(	(	PUNCT
hungeobull-12631	39	17	evi	evi	PROPN
hungeobull-12631	39	18	)	)	PUNCT
hungeobull-12631	39	19	,	,	PUNCT
hungeobull-12631	39	20	soil	soil	NOUN
hungeobull-12631	39	21	-	-	PUNCT
hungeobull-12631	39	22	adjusted	adjust	VERB
hungeobull-12631	39	23	vegetation	vegetation	NOUN
hungeobull-12631	39	24	index	index	NOUN
hungeobull-12631	39	25	,	,	PUNCT
hungeobull-12631	39	26	and	and	CCONJ
hungeobull-12631	39	27	normalized	normalize	VERB
hungeobull-12631	39	28	difference	difference	NOUN
hungeobull-12631	39	29	water	water	NOUN
hungeobull-12631	39	30	index	index	NOUN
hungeobull-12631	39	31	.	.	PUNCT
hungeobull-12631	40	1	in	in	ADP
hungeobull-12631	40	2	addition	addition	NOUN
hungeobull-12631	40	3	to	to	ADP
hungeobull-12631	40	4	remote	remote	ADJ
hungeobull-12631	40	5	sensing	sense	VERB
hungeobull-12631	40	6	data	datum	NOUN
hungeobull-12631	40	7	,	,	PUNCT
hungeobull-12631	40	8	some	some	DET
hungeobull-12631	40	9	studies	study	NOUN
hungeobull-12631	40	10	have	have	AUX
hungeobull-12631	40	11	utilized	utilize	VERB
hungeobull-12631	40	12	climatic	climatic	ADJ
hungeobull-12631	40	13	variables	variable	NOUN
hungeobull-12631	40	14	and	and	CCONJ
hungeobull-12631	40	15	soil	soil	NOUN
hungeobull-12631	40	16	data	datum	NOUN
hungeobull-12631	40	17	for	for	ADP
hungeobull-12631	40	18	crop	crop	NOUN
hungeobull-12631	40	19	yield	yield	NOUN
hungeobull-12631	40	20	prediction	prediction	NOUN
hungeobull-12631	40	21	.	.	PUNCT
hungeobull-12631	41	1	recent	recent	ADJ
hungeobull-12631	41	2	studies	study	NOUN
hungeobull-12631	41	3	have	have	AUX
hungeobull-12631	41	4	combined	combine	VERB
hungeobull-12631	41	5	remote	remote	ADJ
hungeobull-12631	41	6	sensing	sense	VERB
hungeobull-12631	41	7	data	datum	NOUN
hungeobull-12631	41	8	with	with	ADP
hungeobull-12631	41	9	ml	ml	NOUN
hungeobull-12631	41	10	models	model	NOUN
hungeobull-12631	41	11	for	for	ADP
hungeobull-12631	41	12	crop	crop	NOUN
hungeobull-12631	41	13	yield	yield	NOUN
hungeobull-12631	41	14	prediction	prediction	NOUN
hungeobull-12631	41	15	(	(	PUNCT
hungeobull-12631	41	16	shahhosseini	shahhosseini	PROPN
hungeobull-12631	41	17	,	,	PUNCT
hungeobull-12631	41	18	m.	m.	NOUN
hungeobull-12631	41	19	et	et	PROPN
hungeobull-12631	41	20	al	al	PROPN
hungeobull-12631	41	21	.	.	PROPN
hungeobull-12631	41	22	2020	2020	NUM
hungeobull-12631	41	23	)	)	PUNCT
hungeobull-12631	41	24	.	.	PUNCT
hungeobull-12631	42	1	for	for	ADP
hungeobull-12631	42	2	example	example	NOUN
hungeobull-12631	42	3	,	,	PUNCT
hungeobull-12631	42	4	piekutowska	piekutowska	NOUN
hungeobull-12631	42	5	,	,	PUNCT
hungeobull-12631	42	6	m.	m.	NOUN
hungeobull-12631	42	7	et	et	PROPN
hungeobull-12631	42	8	al	al	PROPN
hungeobull-12631	42	9	.	.	PROPN
hungeobull-12631	43	1	(	(	PUNCT
hungeobull-12631	43	2	2021	2021	NUM
hungeobull-12631	43	3	)	)	PUNCT
hungeobull-12631	43	4	used	use	VERB
hungeobull-12631	43	5	multiple	multiple	ADJ
hungeobull-12631	43	6	linear	linear	ADJ
hungeobull-12631	43	7	regression	regression	NOUN
hungeobull-12631	43	8	on	on	ADP
hungeobull-12631	43	9	phenological	phenological	ADJ
hungeobull-12631	43	10	and	and	CCONJ
hungeobull-12631	43	11	meteorological	meteorological	ADJ
hungeobull-12631	43	12	data	datum	NOUN
hungeobull-12631	43	13	to	to	PART
hungeobull-12631	43	14	predict	predict	VERB
hungeobull-12631	43	15	the	the	DET
hungeobull-12631	43	16	potato	potato	NOUN
hungeobull-12631	43	17	yield	yield	NOUN
hungeobull-12631	43	18	and	and	CCONJ
hungeobull-12631	43	19	obtained	obtain	VERB
hungeobull-12631	43	20	a	a	DET
hungeobull-12631	43	21	mean	mean	ADJ
hungeobull-12631	43	22	absolute	absolute	ADJ
hungeobull-12631	43	23	percentage	percentage	NOUN
hungeobull-12631	43	24	error	error	NOUN
hungeobull-12631	43	25	of	of	ADP
hungeobull-12631	43	26	<	<	X
hungeobull-12631	43	27	15	15	NUM
hungeobull-12631	43	28	percent	percent	NOUN
hungeobull-12631	43	29	.	.	PUNCT
hungeobull-12631	44	1	zeng	zeng	PROPN
hungeobull-12631	44	2	,	,	PUNCT
hungeobull-12631	44	3	w.	w.	PROPN
hungeobull-12631	44	4	et	et	PROPN
hungeobull-12631	44	5	al	al	PROPN
hungeobull-12631	44	6	.	.	PROPN
hungeobull-12631	44	7	(	(	PUNCT
hungeobull-12631	44	8	2018	2018	NUM
hungeobull-12631	44	9	)	)	PUNCT
hungeobull-12631	44	10	used	use	VERB
hungeobull-12631	44	11	partial	partial	ADJ
hungeobull-12631	44	12	leastsquares	leastsquare	NOUN
hungeobull-12631	44	13	regression	regression	NOUN
hungeobull-12631	44	14	on	on	ADP
hungeobull-12631	44	15	weather	weather	NOUN
hungeobull-12631	44	16	data	datum	NOUN
hungeobull-12631	44	17	to	to	PART
hungeobull-12631	44	18	predict	predict	VERB
hungeobull-12631	44	19	the	the	DET
hungeobull-12631	44	20	sunflower	sunflower	NOUN
hungeobull-12631	44	21	yield	yield	VERB
hungeobull-12631	44	22	with	with	ADP
hungeobull-12631	44	23	an	an	DET
hungeobull-12631	44	24	accuracy	accuracy	NOUN
hungeobull-12631	44	25	of	of	ADP
hungeobull-12631	44	26	r2	r2	NOUN
hungeobull-12631	44	27	=	=	NOUN
hungeobull-12631	44	28	0.69	0.69	NUM
hungeobull-12631	44	29	.	.	PUNCT
hungeobull-12631	45	1	other	other	ADJ
hungeobull-12631	45	2	ml	ml	NOUN
hungeobull-12631	45	3	models	model	NOUN
hungeobull-12631	45	4	,	,	PUNCT
hungeobull-12631	45	5	including	include	VERB
hungeobull-12631	45	6	random	random	ADJ
hungeobull-12631	45	7	forest	forest	NOUN
hungeobull-12631	45	8	(	(	PUNCT
hungeobull-12631	45	9	rf	rf	NOUN
hungeobull-12631	45	10	)	)	PUNCT
hungeobull-12631	45	11	(	(	PUNCT
hungeobull-12631	45	12	khan	khan	PROPN
hungeobull-12631	45	13	,	,	PUNCT
hungeobull-12631	45	14	s.n	s.n	PROPN
hungeobull-12631	45	15	.	.	PROPN
hungeobull-12631	45	16	et	et	PROPN
hungeobull-12631	45	17	al	al	PROPN
hungeobull-12631	45	18	.	.	PROPN
hungeobull-12631	45	19	2022	2022	NUM
hungeobull-12631	45	20	)	)	PUNCT
hungeobull-12631	45	21	,	,	PUNCT
hungeobull-12631	45	22	support	support	VERB
hungeobull-12631	45	23	vector	vector	NOUN
hungeobull-12631	45	24	regression	regression	NOUN
hungeobull-12631	45	25	(	(	PUNCT
hungeobull-12631	45	26	khosla	khosla	PROPN
hungeobull-12631	45	27	,	,	PUNCT
hungeobull-12631	45	28	e.	e.	PROPN
hungeobull-12631	45	29	et	et	PROPN
hungeobull-12631	45	30	al	al	PROPN
hungeobull-12631	45	31	.	.	PROPN
hungeobull-12631	45	32	2020	2020	NUM
hungeobull-12631	45	33	)	)	PUNCT
hungeobull-12631	45	34	,	,	PUNCT
hungeobull-12631	45	35	and	and	CCONJ
hungeobull-12631	45	36	decision	decision	NOUN
hungeobull-12631	45	37	tree	tree	NOUN
hungeobull-12631	45	38	regression	regression	NOUN
hungeobull-12631	45	39	(	(	PUNCT
hungeobull-12631	45	40	khan	khan	PROPN
hungeobull-12631	45	41	,	,	PUNCT
hungeobull-12631	45	42	s.n	s.n	PROPN
hungeobull-12631	45	43	.	.	PROPN
hungeobull-12631	45	44	et	et	PROPN
hungeobull-12631	45	45	al	al	PROPN
hungeobull-12631	45	46	.	.	PROPN
hungeobull-12631	45	47	2022	2022	NUM
hungeobull-12631	45	48	)	)	PUNCT
hungeobull-12631	45	49	have	have	AUX
hungeobull-12631	45	50	been	be	AUX
hungeobull-12631	45	51	used	use	VERB
hungeobull-12631	45	52	for	for	ADP
hungeobull-12631	45	53	crop	crop	NOUN
hungeobull-12631	45	54	yield	yield	NOUN
hungeobull-12631	45	55	prediction	prediction	NOUN
hungeobull-12631	45	56	at	at	ADP
hungeobull-12631	45	57	different	different	ADJ
hungeobull-12631	45	58	scales	scale	NOUN
hungeobull-12631	45	59	and	and	CCONJ
hungeobull-12631	45	60	with	with	ADP
hungeobull-12631	45	61	different	different	ADJ
hungeobull-12631	45	62	variables	variable	NOUN
hungeobull-12631	45	63	.	.	PUNCT
hungeobull-12631	46	1	in	in	ADP
hungeobull-12631	46	2	addition	addition	NOUN
hungeobull-12631	46	3	to	to	ADP
hungeobull-12631	46	4	conventional	conventional	ADJ
hungeobull-12631	46	5	ml	ml	NOUN
hungeobull-12631	46	6	models	model	NOUN
hungeobull-12631	46	7	,	,	PUNCT
hungeobull-12631	46	8	several	several	ADJ
hungeobull-12631	46	9	deep	deep	ADJ
hungeobull-12631	46	10	learning	learning	NOUN
hungeobull-12631	46	11	(	(	PUNCT
hungeobull-12631	46	12	dl	dl	NOUN
hungeobull-12631	46	13	)	)	PUNCT
hungeobull-12631	46	14	models	model	NOUN
hungeobull-12631	46	15	have	have	AUX
hungeobull-12631	46	16	recently	recently	ADV
hungeobull-12631	46	17	been	be	AUX
hungeobull-12631	46	18	applied	apply	VERB
hungeobull-12631	46	19	to	to	ADP
hungeobull-12631	46	20	crop	crop	NOUN
hungeobull-12631	46	21	yield	yield	NOUN
hungeobull-12631	46	22	prediction	prediction	NOUN
hungeobull-12631	46	23	(	(	PUNCT
hungeobull-12631	46	24	kang	kang	PROPN
hungeobull-12631	46	25	,	,	PUNCT
hungeobull-12631	46	26	y.	y.	PROPN
hungeobull-12631	46	27	et	et	PROPN
hungeobull-12631	46	28	al	al	PROPN
hungeobull-12631	46	29	.	.	PROPN
hungeobull-12631	46	30	2020	2020	NUM
hungeobull-12631	46	31	)	)	PUNCT
hungeobull-12631	46	32	.	.	PUNCT
hungeobull-12631	47	1	sun	sun	PROPN
hungeobull-12631	47	2	,	,	PUNCT
hungeobull-12631	47	3	j.	j.	PROPN
hungeobull-12631	47	4	et	et	PROPN
hungeobull-12631	47	5	al	al	PROPN
hungeobull-12631	47	6	.	.	PROPN
hungeobull-12631	47	7	(	(	PUNCT
hungeobull-12631	47	8	2019	2019	NUM
hungeobull-12631	47	9	)	)	PUNCT
hungeobull-12631	47	10	used	use	VERB
hungeobull-12631	47	11	a	a	DET
hungeobull-12631	47	12	convolutional	convolutional	ADJ
hungeobull-12631	47	13	neural	neural	ADJ
hungeobull-12631	47	14	network	network	NOUN
hungeobull-12631	47	15	and	and	CCONJ
hungeobull-12631	47	16	long	long	ADJ
hungeobull-12631	47	17	short	short	ADJ
hungeobull-12631	47	18	-	-	PUNCT
hungeobull-12631	47	19	term	term	NOUN
hungeobull-12631	47	20	memory	memory	NOUN
hungeobull-12631	47	21	(	(	PUNCT
hungeobull-12631	47	22	cnn	cnn	PROPN
hungeobull-12631	47	23	-	-	PUNCT
hungeobull-12631	47	24	lstm	lstm	ADJ
hungeobull-12631	47	25	)	)	PUNCT
hungeobull-12631	47	26	model	model	NOUN
hungeobull-12631	47	27	with	with	ADP
hungeobull-12631	47	28	moderate	moderate	ADJ
hungeobull-12631	47	29	resolution	resolution	NOUN
hungeobull-12631	47	30	imaging	imaging	NOUN
hungeobull-12631	47	31	spectroradiometer	spectroradiometer	NOUN
hungeobull-12631	47	32	(	(	PUNCT
hungeobull-12631	47	33	modis	modis	PROPN
hungeobull-12631	47	34	)	)	PUNCT
hungeobull-12631	47	35	data	datum	NOUN
hungeobull-12631	47	36	to	to	PART
hungeobull-12631	47	37	predict	predict	VERB
hungeobull-12631	47	38	the	the	DET
hungeobull-12631	47	39	soybean	soybean	NOUN
hungeobull-12631	47	40	yield	yield	NOUN
hungeobull-12631	47	41	at	at	ADP
hungeobull-12631	47	42	the	the	DET
hungeobull-12631	47	43	county	county	NOUN
hungeobull-12631	47	44	level	level	NOUN
hungeobull-12631	47	45	.	.	PUNCT
hungeobull-12631	48	1	385farmonov	385farmonov	NOUN
hungeobull-12631	48	2	,	,	PUNCT
hungeobull-12631	48	3	n.	n.	PROPN
hungeobull-12631	48	4	et	et	PROPN
hungeobull-12631	48	5	al	al	PROPN
hungeobull-12631	48	6	.	.	PUNCT
hungeobull-12631	49	1	hungarian	hungarian	ADJ
hungeobull-12631	49	2	geographical	geographical	ADJ
hungeobull-12631	49	3	bulletin	bulletin	NOUN
hungeobull-12631	49	4	72	72	NUM
hungeobull-12631	49	5	(	(	PUNCT
hungeobull-12631	49	6	2023	2023	NUM
hungeobull-12631	49	7	)	)	PUNCT
hungeobull-12631	49	8	(	(	PUNCT
hungeobull-12631	49	9	4	4	X
hungeobull-12631	49	10	)	)	PUNCT
hungeobull-12631	49	11	383–398	383–398	NUM
hungeobull-12631	49	12	.	.	PUNCT
hungeobull-12631	49	13	fig	fig	NOUN
hungeobull-12631	49	14	.	.	PUNCT
hungeobull-12631	50	1	1	1	X
hungeobull-12631	50	2	.	.	X
hungeobull-12631	50	3	map	map	NOUN
hungeobull-12631	50	4	of	of	ADP
hungeobull-12631	50	5	the	the	DET
hungeobull-12631	50	6	study	study	NOUN
hungeobull-12631	50	7	area	area	NOUN
hungeobull-12631	50	8	.	.	PUNCT
hungeobull-12631	51	1	for	for	ADP
hungeobull-12631	51	2	state	state	NOUN
hungeobull-12631	51	3	codes	code	NOUN
hungeobull-12631	51	4	see	see	VERB
hungeobull-12631	51	5	the	the	DET
hungeobull-12631	51	6	text	text	NOUN
hungeobull-12631	51	7	.	.	PUNCT
hungeobull-12631	52	1	they	they	PRON
hungeobull-12631	52	2	classified	classify	VERB
hungeobull-12631	52	3	data	datum	NOUN
hungeobull-12631	52	4	into	into	ADP
hungeobull-12631	52	5	different	different	ADJ
hungeobull-12631	52	6	stages	stage	NOUN
hungeobull-12631	52	7	of	of	ADP
hungeobull-12631	52	8	the	the	DET
hungeobull-12631	52	9	crop	crop	NOUN
hungeobull-12631	52	10	-	-	PUNCT
hungeobull-12631	52	11	growing	grow	VERB
hungeobull-12631	52	12	season	season	NOUN
hungeobull-12631	52	13	and	and	CCONJ
hungeobull-12631	52	14	evaluated	evaluate	VERB
hungeobull-12631	52	15	the	the	DET
hungeobull-12631	52	16	model	model	NOUN
hungeobull-12631	52	17	performance	performance	NOUN
hungeobull-12631	52	18	in	in	ADP
hungeobull-12631	52	19	the	the	DET
hungeobull-12631	52	20	stages	stage	NOUN
hungeobull-12631	52	21	.	.	PUNCT
hungeobull-12631	53	1	the	the	DET
hungeobull-12631	53	2	end	end	NOUN
hungeobull-12631	53	3	-	-	PUNCT
hungeobull-12631	53	4	ofseason	ofseason	NOUN
hungeobull-12631	53	5	models	model	NOUN
hungeobull-12631	53	6	outperformed	outperform	VERB
hungeobull-12631	53	7	the	the	DET
hungeobull-12631	53	8	in	in	ADP
hungeobull-12631	53	9	-	-	PUNCT
hungeobull-12631	53	10	season	season	NOUN
hungeobull-12631	53	11	models	model	NOUN
hungeobull-12631	53	12	.	.	PUNCT
hungeobull-12631	54	1	(	(	PUNCT
hungeobull-12631	54	2	ma	ma	PROPN
hungeobull-12631	54	3	,	,	PUNCT
hungeobull-12631	54	4	y.	y.	PROPN
hungeobull-12631	54	5	et	et	PROPN
hungeobull-12631	54	6	al	al	PROPN
hungeobull-12631	54	7	.	.	PROPN
hungeobull-12631	54	8	2021	2021	NUM
hungeobull-12631	54	9	)	)	PUNCT
hungeobull-12631	54	10	used	use	VERB
hungeobull-12631	54	11	a	a	DET
hungeobull-12631	54	12	bayesian	bayesian	NOUN
hungeobull-12631	54	13	neural	neural	ADJ
hungeobull-12631	54	14	network	network	NOUN
hungeobull-12631	54	15	(	(	PUNCT
hungeobull-12631	54	16	bnn	bnn	PROPN
hungeobull-12631	54	17	)	)	PUNCT
hungeobull-12631	54	18	with	with	ADP
hungeobull-12631	54	19	vi	vi	NOUN
hungeobull-12631	54	20	,	,	PUNCT
hungeobull-12631	54	21	climate	climate	NOUN
hungeobull-12631	54	22	,	,	PUNCT
hungeobull-12631	54	23	and	and	CCONJ
hungeobull-12631	54	24	soil	soil	NOUN
hungeobull-12631	54	25	data	datum	NOUN
hungeobull-12631	54	26	to	to	PART
hungeobull-12631	54	27	predict	predict	VERB
hungeobull-12631	54	28	the	the	DET
hungeobull-12631	54	29	corn	corn	NOUN
hungeobull-12631	54	30	yield	yield	NOUN
hungeobull-12631	54	31	at	at	ADP
hungeobull-12631	54	32	the	the	DET
hungeobull-12631	54	33	county	county	NOUN
hungeobull-12631	54	34	level	level	NOUN
hungeobull-12631	54	35	.	.	PUNCT
hungeobull-12631	55	1	they	they	PRON
hungeobull-12631	55	2	compared	compare	VERB
hungeobull-12631	55	3	the	the	DET
hungeobull-12631	55	4	performances	performance	NOUN
hungeobull-12631	55	5	of	of	ADP
hungeobull-12631	55	6	several	several	ADJ
hungeobull-12631	55	7	models	model	NOUN
hungeobull-12631	55	8	and	and	CCONJ
hungeobull-12631	55	9	found	find	VERB
hungeobull-12631	55	10	that	that	SCONJ
hungeobull-12631	55	11	the	the	DET
hungeobull-12631	55	12	bnn	bnn	PROPN
hungeobull-12631	55	13	outperformed	outperform	VERB
hungeobull-12631	55	14	other	other	ADJ
hungeobull-12631	55	15	ml	ml	NOUN
hungeobull-12631	55	16	models	model	NOUN
hungeobull-12631	55	17	such	such	ADJ
hungeobull-12631	55	18	as	as	ADP
hungeobull-12631	55	19	rf	rf	NOUN
hungeobull-12631	55	20	,	,	PUNCT
hungeobull-12631	55	21	support	support	VERB
hungeobull-12631	55	22	vector	vector	NOUN
hungeobull-12631	55	23	regression	regression	NOUN
hungeobull-12631	55	24	,	,	PUNCT
hungeobull-12631	55	25	and	and	CCONJ
hungeobull-12631	55	26	lstm	lstm	ADJ
hungeobull-12631	55	27	.	.	PUNCT
hungeobull-12631	56	1	although	although	SCONJ
hungeobull-12631	56	2	earth	earth	NOUN
hungeobull-12631	56	3	observation	observation	NOUN
hungeobull-12631	56	4	systems	system	NOUN
hungeobull-12631	56	5	(	(	PUNCT
hungeobull-12631	56	6	eos	eos	PROPN
hungeobull-12631	56	7	)	)	PUNCT
hungeobull-12631	56	8	play	play	VERB
hungeobull-12631	56	9	a	a	DET
hungeobull-12631	56	10	crucial	crucial	ADJ
hungeobull-12631	56	11	role	role	NOUN
hungeobull-12631	56	12	in	in	ADP
hungeobull-12631	56	13	monitoring	monitor	VERB
hungeobull-12631	56	14	crop	crop	NOUN
hungeobull-12631	56	15	yield	yield	NOUN
hungeobull-12631	56	16	through	through	ADP
hungeobull-12631	56	17	satellite	satellite	NOUN
hungeobull-12631	56	18	data	datum	NOUN
hungeobull-12631	56	19	,	,	PUNCT
hungeobull-12631	56	20	there	there	PRON
hungeobull-12631	56	21	exists	exist	VERB
hungeobull-12631	56	22	a	a	DET
hungeobull-12631	56	23	significant	significant	ADJ
hungeobull-12631	56	24	research	research	NOUN
hungeobull-12631	56	25	gap	gap	NOUN
hungeobull-12631	56	26	in	in	ADP
hungeobull-12631	56	27	enhancing	enhance	VERB
hungeobull-12631	56	28	the	the	DET
hungeobull-12631	56	29	integration	integration	NOUN
hungeobull-12631	56	30	of	of	ADP
hungeobull-12631	56	31	multiplatform	multiplatform	ADJ
hungeobull-12631	56	32	data	datum	NOUN
hungeobull-12631	56	33	,	,	PUNCT
hungeobull-12631	56	34	including	include	VERB
hungeobull-12631	56	35	data	datum	NOUN
hungeobull-12631	56	36	processing	processing	NOUN
hungeobull-12631	56	37	techniques	technique	NOUN
hungeobull-12631	56	38	,	,	PUNCT
hungeobull-12631	56	39	and	and	CCONJ
hungeobull-12631	56	40	the	the	DET
hungeobull-12631	56	41	effective	effective	ADJ
hungeobull-12631	56	42	application	application	NOUN
hungeobull-12631	56	43	of	of	ADP
hungeobull-12631	56	44	this	this	DET
hungeobull-12631	56	45	technology	technology	NOUN
hungeobull-12631	56	46	in	in	ADP
hungeobull-12631	56	47	precision	precision	NOUN
hungeobull-12631	56	48	agricultural	agricultural	ADJ
hungeobull-12631	56	49	management	management	NOUN
hungeobull-12631	56	50	.	.	PUNCT
hungeobull-12631	57	1	novel	novel	ADJ
hungeobull-12631	57	2	research	research	NOUN
hungeobull-12631	57	3	efforts	effort	NOUN
hungeobull-12631	57	4	are	be	AUX
hungeobull-12631	57	5	needed	need	VERB
hungeobull-12631	57	6	to	to	PART
hungeobull-12631	57	7	bridge	bridge	VERB
hungeobull-12631	57	8	this	this	DET
hungeobull-12631	57	9	gap	gap	NOUN
hungeobull-12631	57	10	and	and	CCONJ
hungeobull-12631	57	11	further	far	ADV
hungeobull-12631	57	12	optimize	optimize	VERB
hungeobull-12631	57	13	the	the	DET
hungeobull-12631	57	14	utilization	utilization	NOUN
hungeobull-12631	57	15	of	of	ADP
hungeobull-12631	57	16	eos	eos	PROPN
hungeobull-12631	57	17	for	for	ADP
hungeobull-12631	57	18	informed	informed	ADJ
hungeobull-12631	57	19	decision	decision	NOUN
hungeobull-12631	57	20	-	-	PUNCT
hungeobull-12631	57	21	making	making	NOUN
hungeobull-12631	57	22	in	in	ADP
hungeobull-12631	57	23	agriculture	agriculture	NOUN
hungeobull-12631	57	24	.	.	PUNCT
hungeobull-12631	58	1	in	in	ADP
hungeobull-12631	58	2	this	this	DET
hungeobull-12631	58	3	study	study	NOUN
hungeobull-12631	58	4	,	,	PUNCT
hungeobull-12631	58	5	we	we	PRON
hungeobull-12631	58	6	applied	apply	VERB
hungeobull-12631	58	7	several	several	ADJ
hungeobull-12631	58	8	ml	ml	NOUN
hungeobull-12631	58	9	and	and	CCONJ
hungeobull-12631	58	10	dl	dl	PROPN
hungeobull-12631	58	11	models	model	NOUN
hungeobull-12631	58	12	to	to	PART
hungeobull-12631	58	13	forecast	forecast	VERB
hungeobull-12631	58	14	the	the	DET
hungeobull-12631	58	15	soybean	soybean	NOUN
hungeobull-12631	58	16	yield	yield	NOUN
hungeobull-12631	58	17	of	of	ADP
hungeobull-12631	58	18	the	the	DET
hungeobull-12631	58	19	united	united	PROPN
hungeobull-12631	58	20	states	states	PROPN
hungeobull-12631	58	21	(	(	PUNCT
hungeobull-12631	58	22	us	us	PROPN
hungeobull-12631	58	23	)	)	PUNCT
hungeobull-12631	58	24	at	at	ADP
hungeobull-12631	58	25	the	the	DET
hungeobull-12631	58	26	county	county	NOUN
hungeobull-12631	58	27	level	level	NOUN
hungeobull-12631	58	28	and	and	CCONJ
hungeobull-12631	58	29	evaluated	evaluate	VERB
hungeobull-12631	58	30	their	their	PRON
hungeobull-12631	58	31	performances	performance	NOUN
hungeobull-12631	58	32	.	.	PUNCT
hungeobull-12631	59	1	the	the	DET
hungeobull-12631	59	2	spatial	spatial	ADJ
hungeobull-12631	59	3	patterns	pattern	NOUN
hungeobull-12631	59	4	between	between	ADP
hungeobull-12631	59	5	the	the	DET
hungeobull-12631	59	6	observed	observe	VERB
hungeobull-12631	59	7	and	and	CCONJ
hungeobull-12631	59	8	forecasted	forecast	VERB
hungeobull-12631	59	9	yields	yield	NOUN
hungeobull-12631	59	10	were	be	AUX
hungeobull-12631	59	11	also	also	ADV
hungeobull-12631	59	12	analysed	analyse	VERB
hungeobull-12631	59	13	.	.	PUNCT
hungeobull-12631	60	1	to	to	PART
hungeobull-12631	60	2	address	address	VERB
hungeobull-12631	60	3	the	the	DET
hungeobull-12631	60	4	above	above	ADJ
hungeobull-12631	60	5	tasks	task	NOUN
hungeobull-12631	60	6	,	,	PUNCT
hungeobull-12631	60	7	the	the	DET
hungeobull-12631	60	8	following	follow	VERB
hungeobull-12631	60	9	research	research	NOUN
hungeobull-12631	60	10	questions	question	NOUN
hungeobull-12631	60	11	were	be	AUX
hungeobull-12631	60	12	selected	select	VERB
hungeobull-12631	60	13	:	:	PUNCT
hungeobull-12631	61	1	1	1	X
hungeobull-12631	61	2	.	.	X
hungeobull-12631	61	3	what	what	PRON
hungeobull-12631	61	4	are	be	AUX
hungeobull-12631	61	5	the	the	DET
hungeobull-12631	61	6	most	most	ADV
hungeobull-12631	61	7	significant	significant	ADJ
hungeobull-12631	61	8	input	input	NOUN
hungeobull-12631	61	9	features	feature	NOUN
hungeobull-12631	61	10	to	to	PART
hungeobull-12631	61	11	predict	predict	VERB
hungeobull-12631	61	12	the	the	DET
hungeobull-12631	61	13	crop	crop	NOUN
hungeobull-12631	61	14	yield	yield	NOUN
hungeobull-12631	61	15	at	at	ADP
hungeobull-12631	61	16	the	the	DET
hungeobull-12631	61	17	county	county	NOUN
hungeobull-12631	61	18	scale	scale	NOUN
hungeobull-12631	61	19	?	?	PUNCT
hungeobull-12631	62	1	2	2	X
hungeobull-12631	62	2	.	.	X
hungeobull-12631	62	3	how	how	SCONJ
hungeobull-12631	62	4	does	do	AUX
hungeobull-12631	62	5	the	the	DET
hungeobull-12631	62	6	deep	deep	ADJ
hungeobull-12631	62	7	learning	learning	NOUN
hungeobull-12631	62	8	-	-	PUNCT
hungeobull-12631	62	9	based	base	VERB
hungeobull-12631	62	10	1d	1d	PROPN
hungeobull-12631	62	11	-	-	PUNCT
hungeobull-12631	62	12	cnn	cnn	PROPN
hungeobull-12631	62	13	model	model	NOUN
hungeobull-12631	62	14	compare	compare	VERB
hungeobull-12631	62	15	to	to	ADP
hungeobull-12631	62	16	traditional	traditional	ADJ
hungeobull-12631	62	17	ml	ml	NOUN
hungeobull-12631	62	18	models	model	NOUN
hungeobull-12631	62	19	for	for	ADP
hungeobull-12631	62	20	forecasting	forecast	VERB
hungeobull-12631	62	21	soybean	soybean	NOUN
hungeobull-12631	62	22	yield	yield	NOUN
hungeobull-12631	62	23	in	in	ADP
hungeobull-12631	62	24	the	the	DET
hungeobull-12631	62	25	us	us	PROPN
hungeobull-12631	62	26	corn	corn	NOUN
hungeobull-12631	62	27	belt	belt	NOUN
hungeobull-12631	62	28	using	use	VERB
hungeobull-12631	62	29	historical	historical	ADJ
hungeobull-12631	62	30	satellite	satellite	NOUN
hungeobull-12631	62	31	and	and	CCONJ
hungeobull-12631	62	32	environmental	environmental	ADJ
hungeobull-12631	62	33	data	datum	NOUN
hungeobull-12631	62	34	?	?	PUNCT
hungeobull-12631	63	1	data	datum	NOUN
hungeobull-12631	63	2	study	study	NOUN
hungeobull-12631	63	3	area	area	NOUN
hungeobull-12631	63	4	the	the	DET
hungeobull-12631	63	5	study	study	NOUN
hungeobull-12631	63	6	area	area	NOUN
hungeobull-12631	63	7	comprised	comprise	VERB
hungeobull-12631	63	8	fourteen	fourteen	NUM
hungeobull-12631	63	9	soybeanproducing	soybeanproduce	VERB
hungeobull-12631	63	10	states	state	NOUN
hungeobull-12631	63	11	:	:	PUNCT
hungeobull-12631	63	12	north	north	NOUN
hungeobull-12631	63	13	dakota	dakota	PROPN
hungeobull-12631	63	14	(	(	PUNCT
hungeobull-12631	63	15	nd	nd	NOUN
hungeobull-12631	63	16	)	)	PUNCT
hungeobull-12631	63	17	,	,	PUNCT
hungeobull-12631	63	18	south	south	PROPN
hungeobull-12631	63	19	dakota	dakota	PROPN
hungeobull-12631	63	20	(	(	PUNCT
hungeobull-12631	63	21	sd	sd	NOUN
hungeobull-12631	63	22	)	)	PUNCT
hungeobull-12631	63	23	,	,	PUNCT
hungeobull-12631	63	24	nebraska	nebraska	PROPN
hungeobull-12631	63	25	(	(	PUNCT
hungeobull-12631	63	26	ne	ne	PROPN
hungeobull-12631	63	27	)	)	PUNCT
hungeobull-12631	63	28	,	,	PUNCT
hungeobull-12631	63	29	kansas	kansas	PROPN
hungeobull-12631	63	30	(	(	PUNCT
hungeobull-12631	63	31	ks	ks	PROPN
hungeobull-12631	63	32	)	)	PUNCT
hungeobull-12631	63	33	,	,	PUNCT
hungeobull-12631	63	34	minnesota	minnesota	PROPN
hungeobull-12631	63	35	(	(	PUNCT
hungeobull-12631	63	36	mn	mn	PROPN
hungeobull-12631	63	37	)	)	PUNCT
hungeobull-12631	63	38	,	,	PUNCT
hungeobull-12631	63	39	iowa	iowa	PROPN
hungeobull-12631	63	40	(	(	PUNCT
hungeobull-12631	63	41	ia	ia	PROPN
hungeobull-12631	63	42	)	)	PUNCT
hungeobull-12631	63	43	,	,	PUNCT
hungeobull-12631	63	44	missouri	missouri	PROPN
hungeobull-12631	63	45	(	(	PUNCT
hungeobull-12631	63	46	mo	mo	PROPN
hungeobull-12631	63	47	)	)	PUNCT
hungeobull-12631	63	48	,	,	PUNCT
hungeobull-12631	63	49	arkansas	arkansas	PROPN
hungeobull-12631	63	50	(	(	PUNCT
hungeobull-12631	63	51	ar	ar	PROPN
hungeobull-12631	63	52	)	)	PUNCT
hungeobull-12631	63	53	,	,	PUNCT
hungeobull-12631	63	54	wisconsin	wisconsin	PROPN
hungeobull-12631	63	55	(	(	PUNCT
hungeobull-12631	63	56	wi	wi	PROPN
hungeobull-12631	63	57	)	)	PUNCT
hungeobull-12631	63	58	,	,	PUNCT
hungeobull-12631	63	59	illinois	illinois	PROPN
hungeobull-12631	63	60	(	(	PUNCT
hungeobull-12631	63	61	il	il	PROPN
hungeobull-12631	63	62	)	)	PUNCT
hungeobull-12631	63	63	,	,	PUNCT
hungeobull-12631	63	64	mississippi	mississippi	PROPN
hungeobull-12631	63	65	(	(	PUNCT
hungeobull-12631	63	66	ms	ms	PROPN
hungeobull-12631	63	67	)	)	PUNCT
hungeobull-12631	63	68	,	,	PUNCT
hungeobull-12631	63	69	michigan	michigan	PROPN
hungeobull-12631	63	70	(	(	PUNCT
hungeobull-12631	63	71	mi	mi	PROPN
hungeobull-12631	63	72	)	)	PUNCT
hungeobull-12631	63	73	,	,	PUNCT
hungeobull-12631	63	74	indiana	indiana	PROPN
hungeobull-12631	63	75	(	(	PUNCT
hungeobull-12631	63	76	in	in	ADP
hungeobull-12631	63	77	)	)	PUNCT
hungeobull-12631	63	78	,	,	PUNCT
hungeobull-12631	63	79	and	and	CCONJ
hungeobull-12631	63	80	ohio	ohio	PROPN
hungeobull-12631	63	81	(	(	PUNCT
hungeobull-12631	63	82	oh	oh	INTJ
hungeobull-12631	63	83	)	)	PUNCT
hungeobull-12631	63	84	(	(	PUNCT
hungeobull-12631	63	85	figure	figure	NOUN
hungeobull-12631	63	86	1	1	NUM
hungeobull-12631	63	87	)	)	PUNCT
hungeobull-12631	63	88	.	.	PUNCT
hungeobull-12631	64	1	most	most	ADJ
hungeobull-12631	64	2	of	of	ADP
hungeobull-12631	64	3	the	the	DET
hungeobull-12631	64	4	study	study	NOUN
hungeobull-12631	64	5	area	area	NOUN
hungeobull-12631	64	6	is	be	AUX
hungeobull-12631	64	7	in	in	ADP
hungeobull-12631	64	8	the	the	DET
hungeobull-12631	64	9	midwest	midwest	NOUN
hungeobull-12631	64	10	,	,	PUNCT
hungeobull-12631	64	11	also	also	ADV
hungeobull-12631	64	12	known	know	VERB
hungeobull-12631	64	13	as	as	ADP
hungeobull-12631	64	14	the	the	DET
hungeobull-12631	64	15	corn	corn	NOUN
hungeobull-12631	64	16	belt	belt	NOUN
hungeobull-12631	64	17	(	(	PUNCT
hungeobull-12631	64	18	green	green	ADJ
hungeobull-12631	64	19	,	,	PUNCT
hungeobull-12631	64	20	t.r	t.r	PROPN
hungeobull-12631	64	21	.	.	PROPN
hungeobull-12631	64	22	et	et	PROPN
hungeobull-12631	64	23	al	al	PROPN
hungeobull-12631	64	24	.	.	PROPN
hungeobull-12631	64	25	2018	2018	NUM
hungeobull-12631	64	26	)	)	PUNCT
hungeobull-12631	64	27	,	,	PUNCT
hungeobull-12631	64	28	and	and	CCONJ
hungeobull-12631	64	29	it	it	PRON
hungeobull-12631	64	30	is	be	AUX
hungeobull-12631	64	31	responsible	responsible	ADJ
hungeobull-12631	64	32	for	for	ADP
hungeobull-12631	64	33	producing	produce	VERB
hungeobull-12631	64	34	most	most	ADJ
hungeobull-12631	64	35	of	of	ADP
hungeobull-12631	64	36	the	the	DET
hungeobull-12631	64	37	corn	corn	NOUN
hungeobull-12631	64	38	farmonov	farmonov	NOUN
hungeobull-12631	64	39	,	,	PUNCT
hungeobull-12631	64	40	n.	n.	PROPN
hungeobull-12631	64	41	et	et	PROPN
hungeobull-12631	64	42	al	al	PROPN
hungeobull-12631	64	43	.	.	PUNCT
hungeobull-12631	65	1	hungarian	hungarian	ADJ
hungeobull-12631	65	2	geographical	geographical	ADJ
hungeobull-12631	65	3	bulletin	bulletin	NOUN
hungeobull-12631	65	4	72	72	NUM
hungeobull-12631	65	5	(	(	PUNCT
hungeobull-12631	65	6	2023	2023	NUM
hungeobull-12631	65	7	)	)	PUNCT
hungeobull-12631	65	8	(	(	PUNCT
hungeobull-12631	65	9	4	4	NUM
hungeobull-12631	65	10	)	)	PUNCT
hungeobull-12631	65	11	383–398.386	383–398.386	NUM
hungeobull-12631	65	12	and	and	CCONJ
hungeobull-12631	65	13	soybean	soybean	NOUN
hungeobull-12631	65	14	in	in	ADP
hungeobull-12631	65	15	the	the	DET
hungeobull-12631	65	16	us	us	PROPN
hungeobull-12631	65	17	.	.	PUNCT
hungeobull-12631	66	1	corn	corn	NOUN
hungeobull-12631	66	2	and	and	CCONJ
hungeobull-12631	66	3	soybean	soybean	NOUN
hungeobull-12631	66	4	are	be	AUX
hungeobull-12631	66	5	often	often	ADV
hungeobull-12631	66	6	grown	grow	VERB
hungeobull-12631	66	7	in	in	ADP
hungeobull-12631	66	8	rotation	rotation	NOUN
hungeobull-12631	66	9	.	.	PUNCT
hungeobull-12631	67	1	the	the	DET
hungeobull-12631	67	2	study	study	NOUN
hungeobull-12631	67	3	area	area	NOUN
hungeobull-12631	67	4	is	be	AUX
hungeobull-12631	67	5	primarily	primarily	ADV
hungeobull-12631	67	6	rainfed	rainfed	ADJ
hungeobull-12631	67	7	,	,	PUNCT
hungeobull-12631	67	8	and	and	CCONJ
hungeobull-12631	67	9	only	only	ADV
hungeobull-12631	67	10	a	a	DET
hungeobull-12631	67	11	very	very	ADV
hungeobull-12631	67	12	small	small	ADJ
hungeobull-12631	67	13	part	part	NOUN
hungeobull-12631	67	14	is	be	AUX
hungeobull-12631	67	15	irrigated	irrigate	VERB
hungeobull-12631	67	16	.	.	PUNCT
hungeobull-12631	68	1	crop	crop	NOUN
hungeobull-12631	68	2	yield	yield	PROPN
hungeobull-12631	68	3	data	data	PROPN
hungeobull-12631	68	4	county	county	NOUN
hungeobull-12631	68	5	-	-	PUNCT
hungeobull-12631	68	6	level	level	NOUN
hungeobull-12631	68	7	soybean	soybean	NOUN
hungeobull-12631	68	8	yield	yield	NOUN
hungeobull-12631	68	9	data	datum	NOUN
hungeobull-12631	68	10	were	be	AUX
hungeobull-12631	68	11	obtained	obtain	VERB
hungeobull-12631	68	12	from	from	ADP
hungeobull-12631	68	13	the	the	DET
hungeobull-12631	68	14	united	united	PROPN
hungeobull-12631	68	15	states	states	PROPN
hungeobull-12631	68	16	department	department	PROPN
hungeobull-12631	68	17	of	of	ADP
hungeobull-12631	68	18	agriculture	agriculture	PROPN
hungeobull-12631	68	19	(	(	PUNCT
hungeobull-12631	68	20	usda	usda	NOUN
hungeobull-12631	68	21	)	)	PUNCT
hungeobull-12631	68	22	for	for	ADP
hungeobull-12631	68	23	2012–2021	2012–2021	NUM
hungeobull-12631	68	24	(	(	PUNCT
hungeobull-12631	68	25	usda/	usda/	NUM
hungeobull-12631	68	26	nass	nass	PROPN
hungeobull-12631	68	27	2021	2021	NUM
hungeobull-12631	68	28	)	)	PUNCT
hungeobull-12631	68	29	.	.	PUNCT
hungeobull-12631	69	1	the	the	DET
hungeobull-12631	69	2	data	datum	NOUN
hungeobull-12631	69	3	were	be	AUX
hungeobull-12631	69	4	originally	originally	ADV
hungeobull-12631	69	5	in	in	ADP
hungeobull-12631	69	6	bushels	bushel	NOUN
hungeobull-12631	69	7	per	per	ADP
hungeobull-12631	69	8	acre	acre	NOUN
hungeobull-12631	69	9	,	,	PUNCT
hungeobull-12631	69	10	but	but	CCONJ
hungeobull-12631	69	11	we	we	PRON
hungeobull-12631	69	12	converted	convert	VERB
hungeobull-12631	69	13	the	the	DET
hungeobull-12631	69	14	values	value	NOUN
hungeobull-12631	69	15	to	to	ADP
hungeobull-12631	69	16	tons	ton	NOUN
hungeobull-12631	69	17	per	per	ADP
hungeobull-12631	69	18	hectare	hectare	NOUN
hungeobull-12631	69	19	(	(	PUNCT
hungeobull-12631	69	20	t	t	PROPN
hungeobull-12631	69	21	/	/	SYM
hungeobull-12631	69	22	ha	ha	NOUN
hungeobull-12631	69	23	)	)	PUNCT
hungeobull-12631	69	24	.	.	PUNCT
hungeobull-12631	70	1	the	the	DET
hungeobull-12631	70	2	crop	crop	NOUN
hungeobull-12631	70	3	yield	yield	NOUN
hungeobull-12631	70	4	data	datum	NOUN
hungeobull-12631	70	5	were	be	AUX
hungeobull-12631	70	6	used	use	VERB
hungeobull-12631	70	7	for	for	ADP
hungeobull-12631	70	8	training	training	NOUN
hungeobull-12631	70	9	,	,	PUNCT
hungeobull-12631	70	10	testing	testing	NOUN
hungeobull-12631	70	11	,	,	PUNCT
hungeobull-12631	70	12	and	and	CCONJ
hungeobull-12631	70	13	validating	validate	VERB
hungeobull-12631	70	14	the	the	DET
hungeobull-12631	70	15	models	model	NOUN
hungeobull-12631	70	16	considered	consider	VERB
hungeobull-12631	70	17	in	in	ADP
hungeobull-12631	70	18	this	this	DET
hungeobull-12631	70	19	study	study	NOUN
hungeobull-12631	70	20	.	.	PUNCT
hungeobull-12631	71	1	annual	annual	ADJ
hungeobull-12631	71	2	soybean	soybean	NOUN
hungeobull-12631	71	3	yields	yield	NOUN
hungeobull-12631	71	4	at	at	ADP
hungeobull-12631	71	5	a	a	DET
hungeobull-12631	71	6	county	county	NOUN
hungeobull-12631	71	7	level	level	NOUN
hungeobull-12631	71	8	were	be	AUX
hungeobull-12631	71	9	different	different	ADJ
hungeobull-12631	71	10	in	in	ADP
hungeobull-12631	71	11	the	the	DET
hungeobull-12631	71	12	years	year	NOUN
hungeobull-12631	71	13	from	from	ADP
hungeobull-12631	71	14	2012	2012	NUM
hungeobull-12631	71	15	to	to	ADP
hungeobull-12631	71	16	2021	2021	NUM
hungeobull-12631	71	17	(	(	PUNCT
hungeobull-12631	71	18	figure	figure	NOUN
hungeobull-12631	71	19	2	2	NUM
hungeobull-12631	71	20	)	)	PUNCT
hungeobull-12631	71	21	.	.	PUNCT
hungeobull-12631	72	1	cropland	cropland	NOUN
hungeobull-12631	72	2	data	datum	NOUN
hungeobull-12631	72	3	layer	layer	NOUN
hungeobull-12631	72	4	the	the	DET
hungeobull-12631	72	5	cropland	cropland	NOUN
hungeobull-12631	72	6	data	data	NOUN
hungeobull-12631	72	7	layer	layer	NOUN
hungeobull-12631	72	8	(	(	PUNCT
hungeobull-12631	72	9	cdl	cdl	PROPN
hungeobull-12631	72	10	)	)	PUNCT
hungeobull-12631	72	11	is	be	AUX
hungeobull-12631	72	12	a	a	DET
hungeobull-12631	72	13	cropspecific	cropspecific	ADJ
hungeobull-12631	72	14	land	land	NOUN
hungeobull-12631	72	15	-	-	PUNCT
hungeobull-12631	72	16	cover	cover	NOUN
hungeobull-12631	72	17	data	datum	NOUN
hungeobull-12631	72	18	layer	layer	NOUN
hungeobull-12631	72	19	created	create	VERB
hungeobull-12631	72	20	for	for	ADP
hungeobull-12631	72	21	the	the	DET
hungeobull-12631	72	22	continental	continental	ADJ
hungeobull-12631	72	23	us	us	PROPN
hungeobull-12631	72	24	that	that	PRON
hungeobull-12631	72	25	is	be	AUX
hungeobull-12631	72	26	generated	generate	VERB
hungeobull-12631	72	27	each	each	DET
hungeobull-12631	72	28	year	year	NOUN
hungeobull-12631	72	29	by	by	ADP
hungeobull-12631	72	30	using	use	VERB
hungeobull-12631	72	31	modis	modis	PROPN
hungeobull-12631	72	32	and	and	CCONJ
hungeobull-12631	72	33	ground	ground	NOUN
hungeobull-12631	72	34	truth	truth	NOUN
hungeobull-12631	72	35	data	datum	NOUN
hungeobull-12631	72	36	at	at	ADP
hungeobull-12631	72	37	a	a	DET
hungeobull-12631	72	38	resolution	resolution	NOUN
hungeobull-12631	72	39	of	of	ADP
hungeobull-12631	72	40	30	30	NUM
hungeobull-12631	72	41	m	m	NOUN
hungeobull-12631	72	42	(	(	PUNCT
hungeobull-12631	72	43	boryan	boryan	ADJ
hungeobull-12631	72	44	,	,	PUNCT
hungeobull-12631	72	45	c.	c.	PROPN
hungeobull-12631	72	46	et	et	PROPN
hungeobull-12631	72	47	al	al	PROPN
hungeobull-12631	72	48	.	.	PROPN
hungeobull-12631	72	49	2011	2011	NUM
hungeobull-12631	72	50	)	)	PUNCT
hungeobull-12631	72	51	.	.	PUNCT
hungeobull-12631	73	1	the	the	DET
hungeobull-12631	73	2	cdl	cdl	PROPN
hungeobull-12631	73	3	was	be	AUX
hungeobull-12631	73	4	developed	develop	VERB
hungeobull-12631	73	5	by	by	ADP
hungeobull-12631	73	6	the	the	DET
hungeobull-12631	73	7	geospatial	geospatial	ADJ
hungeobull-12631	73	8	information	information	NOUN
hungeobull-12631	73	9	branch	branch	NOUN
hungeobull-12631	73	10	,	,	PUNCT
hungeobull-12631	73	11	spatial	spatial	ADJ
hungeobull-12631	73	12	analysis	analysis	NOUN
hungeobull-12631	73	13	research	research	NOUN
hungeobull-12631	73	14	section	section	NOUN
hungeobull-12631	73	15	of	of	ADP
hungeobull-12631	73	16	the	the	DET
hungeobull-12631	73	17	research	research	NOUN
hungeobull-12631	73	18	and	and	CCONJ
hungeobull-12631	73	19	development	development	NOUN
hungeobull-12631	73	20	division	division	NOUN
hungeobull-12631	73	21	at	at	ADP
hungeobull-12631	73	22	the	the	DET
hungeobull-12631	73	23	national	national	ADJ
hungeobull-12631	73	24	agricultural	agricultural	ADJ
hungeobull-12631	73	25	statistics	statistic	NOUN
hungeobull-12631	73	26	service	service	NOUN
hungeobull-12631	73	27	(	(	PUNCT
hungeobull-12631	73	28	nass	nass	PROPN
hungeobull-12631	73	29	)	)	PUNCT
hungeobull-12631	73	30	,	,	PUNCT
hungeobull-12631	73	31	which	which	PRON
hungeobull-12631	73	32	is	be	AUX
hungeobull-12631	73	33	part	part	NOUN
hungeobull-12631	73	34	of	of	ADP
hungeobull-12631	73	35	the	the	DET
hungeobull-12631	73	36	usda	usda	NOUN
hungeobull-12631	73	37	.	.	PUNCT
hungeobull-12631	74	1	in	in	ADP
hungeobull-12631	74	2	this	this	DET
hungeobull-12631	74	3	study	study	NOUN
hungeobull-12631	74	4	,	,	PUNCT
hungeobull-12631	74	5	we	we	PRON
hungeobull-12631	74	6	utilized	utilize	VERB
hungeobull-12631	74	7	the	the	DET
hungeobull-12631	74	8	cdl	cdl	PROPN
hungeobull-12631	74	9	to	to	PART
hungeobull-12631	74	10	create	create	VERB
hungeobull-12631	74	11	a	a	DET
hungeobull-12631	74	12	mask	mask	NOUN
hungeobull-12631	74	13	that	that	PRON
hungeobull-12631	74	14	identifies	identify	VERB
hungeobull-12631	74	15	soybean	soybean	NOUN
hungeobull-12631	74	16	pixels	pixel	NOUN
hungeobull-12631	74	17	while	while	SCONJ
hungeobull-12631	74	18	excluding	exclude	VERB
hungeobull-12631	74	19	other	other	ADJ
hungeobull-12631	74	20	data	datum	NOUN
hungeobull-12631	74	21	.	.	PUNCT
hungeobull-12631	75	1	we	we	PRON
hungeobull-12631	75	2	also	also	ADV
hungeobull-12631	75	3	used	use	VERB
hungeobull-12631	75	4	the	the	DET
hungeobull-12631	75	5	cdl	cdl	PROPN
hungeobull-12631	75	6	to	to	PART
hungeobull-12631	75	7	derive	derive	VERB
hungeobull-12631	75	8	statistics	statistic	NOUN
hungeobull-12631	75	9	that	that	PRON
hungeobull-12631	75	10	helped	helped	AUX
hungeobull-12631	75	11	identify	identify	VERB
hungeobull-12631	75	12	counties	county	NOUN
hungeobull-12631	75	13	with	with	ADP
hungeobull-12631	75	14	zero	zero	NUM
hungeobull-12631	75	15	soybean	soybean	NOUN
hungeobull-12631	75	16	pixels	pixel	NOUN
hungeobull-12631	75	17	,	,	PUNCT
hungeobull-12631	75	18	which	which	PRON
hungeobull-12631	75	19	aided	aid	VERB
hungeobull-12631	75	20	in	in	ADP
hungeobull-12631	75	21	the	the	DET
hungeobull-12631	75	22	selection	selection	NOUN
hungeobull-12631	75	23	and	and	CCONJ
hungeobull-12631	75	24	exclusion	exclusion	NOUN
hungeobull-12631	75	25	of	of	ADP
hungeobull-12631	75	26	counties	county	NOUN
hungeobull-12631	75	27	for	for	ADP
hungeobull-12631	75	28	further	further	ADJ
hungeobull-12631	75	29	analysis	analysis	NOUN
hungeobull-12631	75	30	.	.	PUNCT
hungeobull-12631	76	1	county	county	NOUN
hungeobull-12631	76	2	boundaries	boundary	NOUN
hungeobull-12631	76	3	the	the	DET
hungeobull-12631	76	4	geographic	geographic	ADJ
hungeobull-12631	76	5	boundaries	boundary	NOUN
hungeobull-12631	76	6	of	of	ADP
hungeobull-12631	76	7	the	the	DET
hungeobull-12631	76	8	counties	county	NOUN
hungeobull-12631	76	9	in	in	ADP
hungeobull-12631	76	10	the	the	DET
hungeobull-12631	76	11	study	study	NOUN
hungeobull-12631	76	12	area	area	NOUN
hungeobull-12631	76	13	were	be	AUX
hungeobull-12631	76	14	derived	derive	VERB
hungeobull-12631	76	15	from	from	ADP
hungeobull-12631	76	16	the	the	DET
hungeobull-12631	76	17	us	us	PROPN
hungeobull-12631	76	18	census	census	NOUN
hungeobull-12631	76	19	topologically	topologically	ADV
hungeobull-12631	76	20	integrated	integrate	VERB
hungeobull-12631	76	21	geographic	geographic	ADJ
hungeobull-12631	76	22	encoding	encoding	NOUN
hungeobull-12631	76	23	and	and	CCONJ
hungeobull-12631	76	24	referencing	referencing	NOUN
hungeobull-12631	76	25	project	project	NOUN
hungeobull-12631	76	26	,	,	PUNCT
hungeobull-12631	76	27	which	which	PRON
hungeobull-12631	76	28	provides	provide	VERB
hungeobull-12631	76	29	accurate	accurate	ADJ
hungeobull-12631	76	30	and	and	CCONJ
hungeobull-12631	76	31	comprehensive	comprehensive	ADJ
hungeobull-12631	76	32	spatial	spatial	ADJ
hungeobull-12631	76	33	data	datum	NOUN
hungeobull-12631	76	34	on	on	ADP
hungeobull-12631	76	35	county	county	NOUN
hungeobull-12631	76	36	boundaries	boundary	NOUN
hungeobull-12631	76	37	in	in	ADP
hungeobull-12631	76	38	the	the	DET
hungeobull-12631	76	39	us	us	PROPN
hungeobull-12631	76	40	(	(	PUNCT
hungeobull-12631	76	41	https://www.census.gov/	https://www.census.gov/	ADJ
hungeobull-12631	76	42	geographies	geography	NOUN
hungeobull-12631	76	43	/	/	SYM
hungeobull-12631	76	44	mapping	mapping	NOUN
hungeobull-12631	76	45	-	-	PUNCT
hungeobull-12631	76	46	files	file	NOUN
hungeobull-12631	76	47	/	/	SYM
hungeobull-12631	76	48	time	time	NOUN
hungeobull-12631	76	49	-	-	PUNCT
hungeobull-12631	76	50	series	series	NOUN
hungeobull-12631	76	51	/	/	SYM
hungeobull-12631	76	52	geo	geo	PROPN
hungeobull-12631	76	53	/	/	SYM
hungeobull-12631	76	54	tiger	tiger	NOUN
hungeobull-12631	76	55	-	-	PUNCT
hungeobull-12631	76	56	line	line	NOUN
hungeobull-12631	76	57	-	-	PUNCT
hungeobull-12631	76	58	file.html	file.html	PROPN
hungeobull-12631	76	59	)	)	PUNCT
hungeobull-12631	76	60	.	.	PUNCT
hungeobull-12631	77	1	the	the	DET
hungeobull-12631	77	2	geographic	geographic	ADJ
hungeobull-12631	77	3	boundaries	boundary	NOUN
hungeobull-12631	77	4	were	be	AUX
hungeobull-12631	77	5	used	use	VERB
hungeobull-12631	77	6	to	to	PART
hungeobull-12631	77	7	collect	collect	VERB
hungeobull-12631	77	8	and	and	CCONJ
hungeobull-12631	77	9	represent	represent	VERB
hungeobull-12631	77	10	county	county	NOUN
hungeobull-12631	77	11	-	-	PUNCT
hungeobull-12631	77	12	level	level	NOUN
hungeobull-12631	77	13	data	datum	NOUN
hungeobull-12631	77	14	each	each	DET
hungeobull-12631	77	15	year	year	NOUN
hungeobull-12631	77	16	within	within	ADP
hungeobull-12631	77	17	the	the	DET
hungeobull-12631	77	18	specified	specified	ADJ
hungeobull-12631	77	19	period	period	NOUN
hungeobull-12631	77	20	.	.	PUNCT
hungeobull-12631	78	1	remote	remote	ADJ
hungeobull-12631	78	2	sensing	sensing	NOUN
hungeobull-12631	78	3	and	and	CCONJ
hungeobull-12631	78	4	weather	weather	NOUN
hungeobull-12631	78	5	data	datum	NOUN
hungeobull-12631	78	6	we	we	PRON
hungeobull-12631	78	7	employed	employ	VERB
hungeobull-12631	78	8	modis	modis	PROPN
hungeobull-12631	78	9	data	datum	NOUN
hungeobull-12631	78	10	from	from	ADP
hungeobull-12631	78	11	the	the	DET
hungeobull-12631	78	12	nasa	nasa	PROPN
hungeobull-12631	78	13	earth	earth	NOUN
hungeobull-12631	78	14	observing	observe	VERB
hungeobull-12631	78	15	system	system	NOUN
hungeobull-12631	78	16	data	datum	NOUN
hungeobull-12631	78	17	and	and	CCONJ
hungeobull-12631	78	18	information	information	NOUN
hungeobull-12631	78	19	system	system	NOUN
hungeobull-12631	78	20	(	(	PUNCT
hungeobull-12631	78	21	https://search	https://search	NOUN
hungeobull-12631	78	22	.	.	PUNCT
hungeobull-12631	79	1	earthdata.nasa.gov/	earthdata.nasa.gov/	PROPN
hungeobull-12631	79	2	)	)	PUNCT
hungeobull-12631	79	3	,	,	PUNCT
hungeobull-12631	79	4	which	which	PRON
hungeobull-12631	79	5	are	be	AUX
hungeobull-12631	79	6	collected	collect	VERB
hungeobull-12631	79	7	at	at	ADP
hungeobull-12631	79	8	regular	regular	ADJ
hungeobull-12631	79	9	intervals	interval	NOUN
hungeobull-12631	79	10	of	of	ADP
hungeobull-12631	79	11	16	16	NUM
hungeobull-12631	79	12	days	day	NOUN
hungeobull-12631	79	13	and	and	CCONJ
hungeobull-12631	79	14	are	be	AUX
hungeobull-12631	79	15	available	available	ADJ
hungeobull-12631	79	16	at	at	ADP
hungeobull-12631	79	17	spatial	spatial	ADJ
hungeobull-12631	79	18	resolutions	resolution	NOUN
hungeobull-12631	79	19	of	of	ADP
hungeobull-12631	79	20	250	250	NUM
hungeobull-12631	79	21	,	,	PUNCT
hungeobull-12631	79	22	500	500	NUM
hungeobull-12631	79	23	,	,	PUNCT
hungeobull-12631	79	24	and	and	CCONJ
hungeobull-12631	79	25	1,000	1,000	NUM
hungeobull-12631	79	26	m.	m.	NOUN
hungeobull-12631	79	27	we	we	PRON
hungeobull-12631	79	28	utilized	utilize	VERB
hungeobull-12631	79	29	modis	modis	PROPN
hungeobull-12631	79	30	ndvi	ndvi	PROPN
hungeobull-12631	79	31	and	and	CCONJ
hungeobull-12631	79	32	evi	evi	PROPN
hungeobull-12631	79	33	products	product	NOUN
hungeobull-12631	79	34	from	from	ADP
hungeobull-12631	79	35	the	the	DET
hungeobull-12631	79	36	mod13q1.061	mod13q1.061	PROPN
hungeobull-12631	79	37	terra	terra	NOUN
hungeobull-12631	79	38	vegetation	vegetation	NOUN
hungeobull-12631	79	39	indices	index	NOUN
hungeobull-12631	79	40	16day	16day	PROPN
hungeobull-12631	80	1	global	global	ADJ
hungeobull-12631	80	2	250	250	NUM
hungeobull-12631	80	3	m	m	VERB
hungeobull-12631	80	4	dataset	dataset	NOUN
hungeobull-12631	80	5	(	(	PUNCT
hungeobull-12631	80	6	didan	didan	PROPN
hungeobull-12631	80	7	,	,	PUNCT
hungeobull-12631	80	8	k.	k.	PROPN
hungeobull-12631	80	9	2021	2021	NUM
hungeobull-12631	80	10	)	)	PUNCT
hungeobull-12631	80	11	.	.	PUNCT
hungeobull-12631	81	1	the	the	DET
hungeobull-12631	81	2	mod09a1	mod09a1	PROPN
hungeobull-12631	81	3	product	product	NOUN
hungeobull-12631	81	4	fig	fig	NOUN
hungeobull-12631	81	5	.	.	PUNCT
hungeobull-12631	82	1	2	2	X
hungeobull-12631	82	2	.	.	X
hungeobull-12631	82	3	average	average	ADJ
hungeobull-12631	82	4	soybean	soybean	NOUN
hungeobull-12631	82	5	yield	yield	NOUN
hungeobull-12631	82	6	at	at	ADP
hungeobull-12631	82	7	the	the	DET
hungeobull-12631	82	8	county	county	NOUN
hungeobull-12631	82	9	level	level	NOUN
hungeobull-12631	82	10	for	for	ADP
hungeobull-12631	82	11	2012–2021	2012–2021	NUM
hungeobull-12631	82	12	.	.	PUNCT
hungeobull-12631	83	1	https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html	https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html	PROPN
hungeobull-12631	84	1	https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html	https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html	X
hungeobull-12631	84	2	https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html	https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html	X
hungeobull-12631	85	1	https://search.earthdata.nasa.gov/	https://search.earthdata.nasa.gov/	PROPN
hungeobull-12631	85	2	https://search.earthdata.nasa.gov/	https://search.earthdata.nasa.gov/	PROPN
hungeobull-12631	86	1	387farmonov	387farmonov	PROPN
hungeobull-12631	86	2	,	,	PUNCT
hungeobull-12631	86	3	n.	n.	PROPN
hungeobull-12631	86	4	et	et	PROPN
hungeobull-12631	86	5	al	al	PROPN
hungeobull-12631	86	6	.	.	PUNCT
hungeobull-12631	87	1	hungarian	hungarian	ADJ
hungeobull-12631	87	2	geographical	geographical	ADJ
hungeobull-12631	87	3	bulletin	bulletin	NOUN
hungeobull-12631	87	4	72	72	NUM
hungeobull-12631	87	5	(	(	PUNCT
hungeobull-12631	87	6	2023	2023	NUM
hungeobull-12631	87	7	)	)	PUNCT
hungeobull-12631	87	8	(	(	PUNCT
hungeobull-12631	87	9	4	4	X
hungeobull-12631	87	10	)	)	PUNCT
hungeobull-12631	87	11	383–398	383–398	NUM
hungeobull-12631	87	12	.	.	PUNCT
hungeobull-12631	87	13	provides	provide	VERB
hungeobull-12631	87	14	a	a	DET
hungeobull-12631	87	15	surface	surface	NOUN
hungeobull-12631	87	16	reflectance	reflectance	NOUN
hungeobull-12631	87	17	product	product	NOUN
hungeobull-12631	87	18	for	for	ADP
hungeobull-12631	87	19	terra	terra	NOUN
hungeobull-12631	87	20	modis	modis	PROPN
hungeobull-12631	87	21	bands	band	NOUN
hungeobull-12631	87	22	1–7	1–7	NUM
hungeobull-12631	87	23	at	at	ADP
hungeobull-12631	87	24	a	a	DET
hungeobull-12631	87	25	spatial	spatial	ADJ
hungeobull-12631	87	26	resolution	resolution	NOUN
hungeobull-12631	87	27	of	of	ADP
hungeobull-12631	87	28	500	500	NUM
hungeobull-12631	87	29	m	m	NOUN
hungeobull-12631	87	30	and	and	CCONJ
hungeobull-12631	87	31	considers	consider	VERB
hungeobull-12631	87	32	atmospheric	atmospheric	ADJ
hungeobull-12631	87	33	conditions	condition	NOUN
hungeobull-12631	87	34	such	such	ADJ
hungeobull-12631	87	35	as	as	ADP
hungeobull-12631	87	36	gases	gas	NOUN
hungeobull-12631	87	37	,	,	PUNCT
hungeobull-12631	87	38	aerosols	aerosol	NOUN
hungeobull-12631	87	39	,	,	PUNCT
hungeobull-12631	87	40	and	and	CCONJ
hungeobull-12631	87	41	rayleigh	rayleigh	PROPN
hungeobull-12631	87	42	scattering	scattering	NOUN
hungeobull-12631	87	43	.	.	PUNCT
hungeobull-12631	88	1	the	the	DET
hungeobull-12631	88	2	reflectance	reflectance	NOUN
hungeobull-12631	88	3	of	of	ADP
hungeobull-12631	88	4	each	each	DET
hungeobull-12631	88	5	pixel	pixel	NOUN
hungeobull-12631	88	6	is	be	AUX
hungeobull-12631	88	7	selected	select	VERB
hungeobull-12631	88	8	from	from	ADP
hungeobull-12631	88	9	the	the	DET
hungeobull-12631	88	10	best	good	ADJ
hungeobull-12631	88	11	value	value	NOUN
hungeobull-12631	88	12	of	of	ADP
hungeobull-12631	88	13	multiple	multiple	ADJ
hungeobull-12631	88	14	acquisitions	acquisition	NOUN
hungeobull-12631	88	15	within	within	ADP
hungeobull-12631	88	16	an	an	DET
hungeobull-12631	88	17	8	8	NUM
hungeobull-12631	88	18	-	-	PUNCT
hungeobull-12631	88	19	day	day	NOUN
hungeobull-12631	88	20	composite	composite	NOUN
hungeobull-12631	88	21	based	base	VERB
hungeobull-12631	88	22	on	on	ADP
hungeobull-12631	88	23	factors	factor	NOUN
hungeobull-12631	88	24	such	such	ADJ
hungeobull-12631	88	25	as	as	ADP
hungeobull-12631	88	26	high	high	ADJ
hungeobull-12631	88	27	observation	observation	NOUN
hungeobull-12631	88	28	coverage	coverage	NOUN
hungeobull-12631	88	29	,	,	PUNCT
hungeobull-12631	88	30	low	low	ADJ
hungeobull-12631	88	31	view	view	NOUN
hungeobull-12631	88	32	angle	angle	NOUN
hungeobull-12631	88	33	,	,	PUNCT
hungeobull-12631	88	34	no	no	DET
hungeobull-12631	88	35	clouds	cloud	NOUN
hungeobull-12631	88	36	or	or	CCONJ
hungeobull-12631	88	37	cloud	cloud	NOUN
hungeobull-12631	88	38	shadows	shadow	NOUN
hungeobull-12631	88	39	,	,	PUNCT
hungeobull-12631	88	40	and	and	CCONJ
hungeobull-12631	88	41	aerosol	aerosol	NOUN
hungeobull-12631	88	42	loading	loading	NOUN
hungeobull-12631	88	43	(	(	PUNCT
hungeobull-12631	88	44	vermote	vermote	NOUN
hungeobull-12631	88	45	,	,	PUNCT
hungeobull-12631	88	46	e.	e.	PROPN
hungeobull-12631	88	47	2021	2021	NUM
hungeobull-12631	88	48	)	)	PUNCT
hungeobull-12631	88	49	.	.	PUNCT
hungeobull-12631	89	1	the	the	DET
hungeobull-12631	89	2	mod11a2	mod11a2	PROPN
hungeobull-12631	89	3	product	product	NOUN
hungeobull-12631	89	4	offers	offer	VERB
hungeobull-12631	89	5	the	the	DET
hungeobull-12631	89	6	average	average	ADJ
hungeobull-12631	89	7	land	land	NOUN
hungeobull-12631	89	8	surface	surface	NOUN
hungeobull-12631	89	9	temperature	temperature	NOUN
hungeobull-12631	89	10	(	(	PUNCT
hungeobull-12631	89	11	lst	lst	NOUN
hungeobull-12631	89	12	)	)	PUNCT
hungeobull-12631	89	13	over	over	ADP
hungeobull-12631	89	14	8	8	NUM
hungeobull-12631	89	15	days	day	NOUN
hungeobull-12631	89	16	at	at	ADP
hungeobull-12631	89	17	a	a	DET
hungeobull-12631	89	18	spatial	spatial	ADJ
hungeobull-12631	89	19	resolution	resolution	NOUN
hungeobull-12631	89	20	of	of	ADP
hungeobull-12631	89	21	1	1	NUM
hungeobull-12631	89	22	km	km	NOUN
hungeobull-12631	89	23	.	.	PUNCT
hungeobull-12631	90	1	the	the	DET
hungeobull-12631	90	2	average	average	ADJ
hungeobull-12631	90	3	lst	lst	NOUN
hungeobull-12631	90	4	for	for	ADP
hungeobull-12631	90	5	each	each	DET
hungeobull-12631	90	6	pixel	pixel	NOUN
hungeobull-12631	90	7	is	be	AUX
hungeobull-12631	90	8	calculated	calculate	VERB
hungeobull-12631	90	9	by	by	ADP
hungeobull-12631	90	10	taking	take	VERB
hungeobull-12631	90	11	the	the	DET
hungeobull-12631	90	12	simple	simple	ADJ
hungeobull-12631	90	13	average	average	NOUN
hungeobull-12631	90	14	of	of	ADP
hungeobull-12631	90	15	all	all	DET
hungeobull-12631	90	16	corresponding	correspond	VERB
hungeobull-12631	90	17	lst	lst	NOUN
hungeobull-12631	90	18	values	value	NOUN
hungeobull-12631	90	19	collected	collect	VERB
hungeobull-12631	90	20	from	from	ADP
hungeobull-12631	90	21	the	the	DET
hungeobull-12631	90	22	mod11a1	mod11a1	ADJ
hungeobull-12631	90	23	product	product	NOUN
hungeobull-12631	90	24	within	within	ADP
hungeobull-12631	90	25	that	that	DET
hungeobull-12631	90	26	specific	specific	ADJ
hungeobull-12631	90	27	8	8	NUM
hungeobull-12631	90	28	-	-	PUNCT
hungeobull-12631	90	29	day	day	NOUN
hungeobull-12631	90	30	period	period	NOUN
hungeobull-12631	90	31	(	(	PUNCT
hungeobull-12631	90	32	wan	wan	PROPN
hungeobull-12631	90	33	,	,	PUNCT
hungeobull-12631	90	34	z.	z.	PROPN
hungeobull-12631	90	35	et	et	PROPN
hungeobull-12631	90	36	al	al	PROPN
hungeobull-12631	90	37	.	.	PROPN
hungeobull-12631	90	38	2021	2021	NUM
hungeobull-12631	90	39	)	)	PUNCT
hungeobull-12631	90	40	.	.	PUNCT
hungeobull-12631	91	1	the	the	DET
hungeobull-12631	91	2	mod11a2	mod11a2	PROPN
hungeobull-12631	91	3	product	product	NOUN
hungeobull-12631	91	4	incorporates	incorporate	VERB
hungeobull-12631	91	5	both	both	CCONJ
hungeobull-12631	91	6	daytime	daytime	NOUN
hungeobull-12631	91	7	and	and	CCONJ
hungeobull-12631	91	8	night	night	NOUN
hungeobull-12631	91	9	time	time	PROPN
hungeobull-12631	91	10	surface	surface	NOUN
hungeobull-12631	91	11	temperature	temperature	NOUN
hungeobull-12631	91	12	bands	band	NOUN
hungeobull-12631	91	13	to	to	PART
hungeobull-12631	91	14	account	account	VERB
hungeobull-12631	91	15	for	for	ADP
hungeobull-12631	91	16	long	long	ADJ
hungeobull-12631	91	17	-	-	PUNCT
hungeobull-12631	91	18	term	term	NOUN
hungeobull-12631	91	19	soil	soil	NOUN
hungeobull-12631	91	20	factors	factor	NOUN
hungeobull-12631	91	21	(	(	PUNCT
hungeobull-12631	91	22	saravanan	saravanan	PROPN
hungeobull-12631	91	23	,	,	PUNCT
hungeobull-12631	91	24	v.	v.	PROPN
hungeobull-12631	91	25	and	and	CCONJ
hungeobull-12631	91	26	tamburi	tamburi	PROPN
hungeobull-12631	91	27	,	,	PUNCT
hungeobull-12631	91	28	v.n	v.n	PROPN
hungeobull-12631	91	29	.	.	PROPN
hungeobull-12631	91	30	2022	2022	NUM
hungeobull-12631	91	31	)	)	PUNCT
hungeobull-12631	91	32	.	.	PUNCT
hungeobull-12631	92	1	meteorological	meteorological	ADJ
hungeobull-12631	92	2	data	datum	NOUN
hungeobull-12631	92	3	were	be	AUX
hungeobull-12631	92	4	obtained	obtain	VERB
hungeobull-12631	92	5	from	from	ADP
hungeobull-12631	92	6	daymet	daymet	PROPN
hungeobull-12631	92	7	(	(	PUNCT
hungeobull-12631	92	8	thornton	thornton	PROPN
hungeobull-12631	92	9	,	,	PUNCT
hungeobull-12631	92	10	m.m	m.m	PROPN
hungeobull-12631	92	11	.	.	PROPN
hungeobull-12631	92	12	et	et	PROPN
hungeobull-12631	92	13	al	al	PROPN
hungeobull-12631	92	14	.	.	PROPN
hungeobull-12631	92	15	2022	2022	NUM
hungeobull-12631	92	16	)	)	PUNCT
hungeobull-12631	92	17	and	and	CCONJ
hungeobull-12631	92	18	included	include	VERB
hungeobull-12631	92	19	daily	daily	ADJ
hungeobull-12631	92	20	measurements	measurement	NOUN
hungeobull-12631	92	21	of	of	ADP
hungeobull-12631	92	22	six	six	NUM
hungeobull-12631	92	23	parameters	parameter	NOUN
hungeobull-12631	92	24	,	,	PUNCT
hungeobull-12631	92	25	of	of	ADP
hungeobull-12631	92	26	which	which	PRON
hungeobull-12631	92	27	four	four	NUM
hungeobull-12631	92	28	were	be	AUX
hungeobull-12631	92	29	selected	select	VERB
hungeobull-12631	92	30	as	as	ADP
hungeobull-12631	92	31	climatic	climatic	ADJ
hungeobull-12631	92	32	factors	factor	NOUN
hungeobull-12631	92	33	:	:	PUNCT
hungeobull-12631	93	1	precipitation	precipitation	NOUN
hungeobull-12631	93	2	,	,	PUNCT
hungeobull-12631	93	3	vapour	vapour	NOUN
hungeobull-12631	93	4	pressure	pressure	NOUN
hungeobull-12631	93	5	,	,	PUNCT
hungeobull-12631	93	6	minimum	minimum	ADJ
hungeobull-12631	93	7	temperature	temperature	NOUN
hungeobull-12631	93	8	,	,	PUNCT
hungeobull-12631	93	9	and	and	CCONJ
hungeobull-12631	93	10	maximum	maximum	ADJ
hungeobull-12631	93	11	temperature	temperature	NOUN
hungeobull-12631	93	12	.	.	PUNCT
hungeobull-12631	94	1	these	these	DET
hungeobull-12631	94	2	parameters	parameter	NOUN
hungeobull-12631	94	3	are	be	AUX
hungeobull-12631	94	4	generated	generate	VERB
hungeobull-12631	94	5	on	on	ADP
hungeobull-12631	94	6	a	a	DET
hungeobull-12631	94	7	gridded	gridde	VERB
hungeobull-12631	94	8	surface	surface	NOUN
hungeobull-12631	94	9	with	with	ADP
hungeobull-12631	94	10	a	a	DET
hungeobull-12631	94	11	resolution	resolution	NOUN
hungeobull-12631	94	12	of	of	ADP
hungeobull-12631	94	13	1	1	NUM
hungeobull-12631	94	14	km	km	NOUN
hungeobull-12631	94	15	×	×	NOUN
hungeobull-12631	94	16	1	1	NUM
hungeobull-12631	94	17	km	km	NOUN
hungeobull-12631	94	18	.	.	PUNCT
hungeobull-12631	95	1	table	table	NOUN
hungeobull-12631	95	2	1	1	NUM
hungeobull-12631	95	3	presents	present	VERB
hungeobull-12631	95	4	an	an	DET
hungeobull-12631	95	5	overview	overview	NOUN
hungeobull-12631	95	6	of	of	ADP
hungeobull-12631	95	7	the	the	DET
hungeobull-12631	95	8	satellite	satellite	NOUN
hungeobull-12631	95	9	and	and	CCONJ
hungeobull-12631	95	10	climatic	climatic	ADJ
hungeobull-12631	95	11	data	datum	NOUN
hungeobull-12631	95	12	utilized	utilize	VERB
hungeobull-12631	95	13	in	in	ADP
hungeobull-12631	95	14	this	this	DET
hungeobull-12631	95	15	study	study	NOUN
hungeobull-12631	95	16	.	.	PUNCT
hungeobull-12631	96	1	data	datum	NOUN
hungeobull-12631	96	2	preprocessing	preprocesse	VERB
hungeobull-12631	96	3	the	the	DET
hungeobull-12631	96	4	above	above	ADJ
hungeobull-12631	96	5	datasets	dataset	NOUN
hungeobull-12631	96	6	were	be	AUX
hungeobull-12631	96	7	preprocessed	preprocesse	VERB
hungeobull-12631	96	8	and	and	CCONJ
hungeobull-12631	96	9	downloaded	download	VERB
hungeobull-12631	96	10	by	by	ADP
hungeobull-12631	96	11	using	use	VERB
hungeobull-12631	96	12	google	google	PROPN
hungeobull-12631	96	13	earth	earth	NOUN
hungeobull-12631	96	14	engine	engine	NOUN
hungeobull-12631	96	15	(	(	PUNCT
hungeobull-12631	96	16	gee	gee	NOUN
hungeobull-12631	96	17	)	)	PUNCT
hungeobull-12631	96	18	(	(	PUNCT
hungeobull-12631	96	19	figure	figure	NOUN
hungeobull-12631	96	20	3	3	NUM
hungeobull-12631	96	21	)	)	PUNCT
hungeobull-12631	96	22	.	.	PUNCT
hungeobull-12631	97	1	all	all	DET
hungeobull-12631	97	2	datasets	dataset	NOUN
hungeobull-12631	97	3	were	be	AUX
hungeobull-12631	97	4	aggregated	aggregate	VERB
hungeobull-12631	97	5	to	to	ADP
hungeobull-12631	97	6	a	a	DET
hungeobull-12631	97	7	temporal	temporal	ADJ
hungeobull-12631	97	8	resolution	resolution	NOUN
hungeobull-12631	97	9	of	of	ADP
hungeobull-12631	97	10	16	16	NUM
hungeobull-12631	97	11	days	day	NOUN
hungeobull-12631	97	12	corresponding	correspond	VERB
hungeobull-12631	97	13	to	to	ADP
hungeobull-12631	97	14	the	the	DET
hungeobull-12631	97	15	period	period	NOUN
hungeobull-12631	97	16	of	of	ADP
hungeobull-12631	97	17	14–31	14–31	PROPN
hungeobull-12631	97	18	july	july	PROPN
hungeobull-12631	97	19	for	for	ADP
hungeobull-12631	97	20	consistency	consistency	NOUN
hungeobull-12631	97	21	.	.	PUNCT
hungeobull-12631	98	1	this	this	DET
hungeobull-12631	98	2	period	period	NOUN
hungeobull-12631	98	3	was	be	AUX
hungeobull-12631	98	4	selected	select	VERB
hungeobull-12631	98	5	because	because	SCONJ
hungeobull-12631	98	6	it	it	PRON
hungeobull-12631	98	7	coincides	coincide	VERB
hungeobull-12631	98	8	with	with	ADP
hungeobull-12631	98	9	the	the	DET
hungeobull-12631	98	10	peak	peak	NOUN
hungeobull-12631	98	11	vegetation	vegetation	NOUN
hungeobull-12631	98	12	phase	phase	NOUN
hungeobull-12631	98	13	of	of	ADP
hungeobull-12631	98	14	soybeans	soybean	NOUN
hungeobull-12631	98	15	.	.	PUNCT
hungeobull-12631	99	1	we	we	PRON
hungeobull-12631	99	2	previously	previously	ADV
hungeobull-12631	99	3	investigated	investigate	VERB
hungeobull-12631	99	4	the	the	DET
hungeobull-12631	99	5	contributions	contribution	NOUN
hungeobull-12631	99	6	of	of	ADP
hungeobull-12631	99	7	dynamic	dynamic	ADJ
hungeobull-12631	99	8	input	input	NOUN
hungeobull-12631	99	9	features	feature	NOUN
hungeobull-12631	99	10	to	to	ADP
hungeobull-12631	99	11	the	the	DET
hungeobull-12631	99	12	crop	crop	NOUN
hungeobull-12631	99	13	yield	yield	NOUN
hungeobull-12631	99	14	,	,	PUNCT
hungeobull-12631	99	15	including	include	VERB
hungeobull-12631	99	16	the	the	DET
hungeobull-12631	99	17	growth	growth	NOUN
hungeobull-12631	99	18	stage	stage	NOUN
hungeobull-12631	99	19	and	and	CCONJ
hungeobull-12631	99	20	phenology	phenology	NOUN
hungeobull-12631	99	21	.	.	PUNCT
hungeobull-12631	100	1	we	we	PRON
hungeobull-12631	100	2	found	find	VERB
hungeobull-12631	100	3	that	that	SCONJ
hungeobull-12631	100	4	vi	vi	PROPN
hungeobull-12631	100	5	data	datum	NOUN
hungeobull-12631	100	6	from	from	ADP
hungeobull-12631	100	7	mid	mid	NOUN
hungeobull-12631	100	8	-	-	PROPN
hungeobull-12631	100	9	july	july	PROPN
hungeobull-12631	100	10	are	be	AUX
hungeobull-12631	100	11	more	more	ADV
hungeobull-12631	100	12	significant	significant	ADJ
hungeobull-12631	100	13	to	to	ADP
hungeobull-12631	100	14	forecasting	forecast	VERB
hungeobull-12631	100	15	the	the	DET
hungeobull-12631	100	16	soybean	soybean	NOUN
hungeobull-12631	100	17	yield	yield	NOUN
hungeobull-12631	100	18	than	than	ADP
hungeobull-12631	100	19	from	from	ADP
hungeobull-12631	100	20	other	other	ADJ
hungeobull-12631	100	21	periods	period	NOUN
hungeobull-12631	100	22	.	.	PUNCT
hungeobull-12631	101	1	this	this	DET
hungeobull-12631	101	2	period	period	NOUN
hungeobull-12631	101	3	corresponds	correspond	VERB
hungeobull-12631	101	4	to	to	ADP
hungeobull-12631	101	5	the	the	DET
hungeobull-12631	101	6	crucial	crucial	ADJ
hungeobull-12631	101	7	podsetting	podsetting	NOUN
hungeobull-12631	101	8	stage	stage	NOUN
hungeobull-12631	101	9	for	for	ADP
hungeobull-12631	101	10	soybeans	soybean	NOUN
hungeobull-12631	101	11	.	.	PUNCT
hungeobull-12631	102	1	the	the	DET
hungeobull-12631	102	2	significance	significance	NOUN
hungeobull-12631	102	3	of	of	ADP
hungeobull-12631	102	4	the	the	DET
hungeobull-12631	102	5	dynamic	dynamic	ADJ
hungeobull-12631	102	6	input	input	NOUN
hungeobull-12631	102	7	features	feature	NOUN
hungeobull-12631	102	8	implies	imply	VERB
hungeobull-12631	102	9	that	that	SCONJ
hungeobull-12631	102	10	the	the	DET
hungeobull-12631	102	11	presence	presence	NOUN
hungeobull-12631	102	12	of	of	ADP
hungeobull-12631	102	13	pods	pod	NOUN
hungeobull-12631	102	14	and	and	CCONJ
hungeobull-12631	102	15	leaves	leave	NOUN
hungeobull-12631	102	16	predominantly	predominantly	ADV
hungeobull-12631	102	17	influences	influence	VERB
hungeobull-12631	102	18	the	the	DET
hungeobull-12631	102	19	soybean	soybean	NOUN
hungeobull-12631	102	20	crop	crop	NOUN
hungeobull-12631	102	21	yield	yield	NOUN
hungeobull-12631	102	22	(	(	PUNCT
hungeobull-12631	102	23	li	li	PROPN
hungeobull-12631	102	24	,	,	PUNCT
hungeobull-12631	102	25	y.	y.	PROPN
hungeobull-12631	102	26	et	et	PROPN
hungeobull-12631	102	27	al	al	PROPN
hungeobull-12631	102	28	.	.	PROPN
hungeobull-12631	102	29	2023	2023	NUM
hungeobull-12631	102	30	)	)	PUNCT
hungeobull-12631	102	31	.	.	PUNCT
hungeobull-12631	103	1	thus	thus	ADV
hungeobull-12631	103	2	,	,	PUNCT
hungeobull-12631	103	3	all	all	DET
hungeobull-12631	103	4	data	datum	NOUN
hungeobull-12631	103	5	within	within	ADP
hungeobull-12631	103	6	this	this	DET
hungeobull-12631	103	7	period	period	NOUN
hungeobull-12631	103	8	should	should	AUX
hungeobull-12631	103	9	have	have	VERB
hungeobull-12631	103	10	a	a	DET
hungeobull-12631	103	11	significant	significant	ADJ
hungeobull-12631	103	12	relationship	relationship	NOUN
hungeobull-12631	103	13	with	with	ADP
hungeobull-12631	103	14	the	the	DET
hungeobull-12631	103	15	crop	crop	NOUN
hungeobull-12631	103	16	yield	yield	NOUN
hungeobull-12631	103	17	.	.	PUNCT
hungeobull-12631	104	1	first	first	ADV
hungeobull-12631	104	2	,	,	PUNCT
hungeobull-12631	104	3	a	a	DET
hungeobull-12631	104	4	dataset	dataset	NOUN
hungeobull-12631	104	5	(	(	PUNCT
hungeobull-12631	104	6	e.g.	e.g.	ADV
hungeobull-12631	104	7	,	,	PUNCT
hungeobull-12631	104	8	modis	modis	PROPN
hungeobull-12631	104	9	ndvi	ndvi	PROPN
hungeobull-12631	104	10	)	)	PUNCT
hungeobull-12631	104	11	and	and	CCONJ
hungeobull-12631	104	12	the	the	DET
hungeobull-12631	104	13	cdl	cdl	PROPN
hungeobull-12631	104	14	were	be	AUX
hungeobull-12631	104	15	loaded	load	VERB
hungeobull-12631	104	16	into	into	ADP
hungeobull-12631	104	17	the	the	DET
hungeobull-12631	104	18	gee	gee	PROPN
hungeobull-12631	104	19	environment	environment	NOUN
hungeobull-12631	104	20	.	.	PUNCT
hungeobull-12631	105	1	the	the	DET
hungeobull-12631	105	2	region	region	NOUN
hungeobull-12631	105	3	of	of	ADP
hungeobull-12631	105	4	interest	interest	NOUN
hungeobull-12631	105	5	was	be	AUX
hungeobull-12631	105	6	selected	select	VERB
hungeobull-12631	105	7	,	,	PUNCT
hungeobull-12631	105	8	and	and	CCONJ
hungeobull-12631	105	9	both	both	DET
hungeobull-12631	105	10	datasets	dataset	NOUN
hungeobull-12631	105	11	were	be	AUX
hungeobull-12631	105	12	clipped	clip	VERB
hungeobull-12631	105	13	to	to	ADP
hungeobull-12631	105	14	that	that	DET
hungeobull-12631	105	15	region	region	NOUN
hungeobull-12631	105	16	.	.	PUNCT
hungeobull-12631	106	1	we	we	PRON
hungeobull-12631	106	2	used	use	VERB
hungeobull-12631	106	3	the	the	DET
hungeobull-12631	106	4	eq	eq	NOUN
hungeobull-12631	106	5	(	(	PUNCT
hungeobull-12631	106	6	)	)	PUNCT
hungeobull-12631	106	7	function	function	NOUN
hungeobull-12631	106	8	to	to	PART
hungeobull-12631	106	9	create	create	VERB
hungeobull-12631	106	10	a	a	DET
hungeobull-12631	106	11	binary	binary	ADJ
hungeobull-12631	106	12	mask	mask	NOUN
hungeobull-12631	106	13	based	base	VERB
hungeobull-12631	106	14	on	on	ADP
hungeobull-12631	106	15	the	the	DET
hungeobull-12631	106	16	cdl	cdl	PROPN
hungeobull-12631	106	17	values	value	NOUN
hungeobull-12631	106	18	.	.	PUNCT
hungeobull-12631	107	1	pixels	pixel	NOUN
hungeobull-12631	107	2	with	with	ADP
hungeobull-12631	107	3	cdl	cdl	PROPN
hungeobull-12631	107	4	values	value	NOUN
hungeobull-12631	107	5	that	that	PRON
hungeobull-12631	107	6	corresponded	correspond	VERB
hungeobull-12631	107	7	to	to	ADP
hungeobull-12631	107	8	cropland	cropland	NOUN
hungeobull-12631	107	9	were	be	AUX
hungeobull-12631	107	10	assigned	assign	VERB
hungeobull-12631	107	11	a	a	DET
hungeobull-12631	107	12	value	value	NOUN
hungeobull-12631	107	13	of	of	ADP
hungeobull-12631	107	14	1	1	NUM
hungeobull-12631	107	15	,	,	PUNCT
hungeobull-12631	107	16	while	while	SCONJ
hungeobull-12631	107	17	all	all	DET
hungeobull-12631	107	18	other	other	ADJ
hungeobull-12631	107	19	pixels	pixel	NOUN
hungeobull-12631	107	20	were	be	AUX
hungeobull-12631	107	21	assigned	assign	VERB
hungeobull-12631	107	22	a	a	DET
hungeobull-12631	107	23	value	value	NOUN
hungeobull-12631	107	24	of	of	ADP
hungeobull-12631	107	25	0	0	NUM
hungeobull-12631	107	26	.	.	PUNCT
hungeobull-12631	108	1	we	we	PRON
hungeobull-12631	108	2	used	use	VERB
hungeobull-12631	108	3	the	the	DET
hungeobull-12631	108	4	updatemask	updatemask	NOUN
hungeobull-12631	108	5	(	(	PUNCT
hungeobull-12631	108	6	)	)	PUNCT
hungeobull-12631	108	7	function	function	VERB
hungeobull-12631	108	8	to	to	PART
hungeobull-12631	108	9	apply	apply	VERB
hungeobull-12631	108	10	the	the	DET
hungeobull-12631	108	11	cdl	cdl	PROPN
hungeobull-12631	108	12	mask	mask	NOUN
hungeobull-12631	108	13	to	to	ADP
hungeobull-12631	108	14	the	the	DET
hungeobull-12631	108	15	modis	modis	PROPN
hungeobull-12631	108	16	ndvi	ndvi	PROPN
hungeobull-12631	108	17	dataset	dataset	PROPN
hungeobull-12631	108	18	,	,	PUNCT
hungeobull-12631	108	19	which	which	PRON
hungeobull-12631	108	20	masked	mask	VERB
hungeobull-12631	108	21	out	out	ADP
hungeobull-12631	108	22	all	all	DET
hungeobull-12631	108	23	ndvi	ndvi	NOUN
hungeobull-12631	108	24	values	value	NOUN
hungeobull-12631	108	25	that	that	PRON
hungeobull-12631	108	26	corresponded	correspond	VERB
hungeobull-12631	108	27	to	to	ADP
hungeobull-12631	108	28	non	non	ADJ
hungeobull-12631	108	29	-	-	ADJ
hungeobull-12631	108	30	cropland	cropland	ADJ
hungeobull-12631	108	31	areas	area	NOUN
hungeobull-12631	108	32	and	and	CCONJ
hungeobull-12631	108	33	left	leave	VERB
hungeobull-12631	108	34	only	only	ADJ
hungeobull-12631	108	35	soybean	soybean	NOUN
hungeobull-12631	108	36	pixels	pixel	NOUN
hungeobull-12631	108	37	.	.	PUNCT
hungeobull-12631	109	1	we	we	PRON
hungeobull-12631	109	2	then	then	ADV
hungeobull-12631	109	3	calculated	calculate	VERB
hungeobull-12631	109	4	the	the	DET
hungeobull-12631	109	5	mean	mean	ADJ
hungeobull-12631	109	6	values	value	NOUN
hungeobull-12631	109	7	of	of	ADP
hungeobull-12631	109	8	input	input	NOUN
hungeobull-12631	109	9	features	feature	NOUN
hungeobull-12631	109	10	for	for	ADP
hungeobull-12631	109	11	each	each	DET
hungeobull-12631	109	12	dataset	dataset	NOUN
hungeobull-12631	109	13	at	at	ADP
hungeobull-12631	109	14	the	the	DET
hungeobull-12631	109	15	county	county	NOUN
hungeobull-12631	109	16	level	level	NOUN
hungeobull-12631	109	17	.	.	PUNCT
hungeobull-12631	110	1	the	the	DET
hungeobull-12631	110	2	soybean	soybean	NOUN
hungeobull-12631	110	3	yield	yield	NOUN
hungeobull-12631	110	4	and	and	CCONJ
hungeobull-12631	110	5	input	input	NOUN
hungeobull-12631	110	6	features	feature	NOUN
hungeobull-12631	110	7	were	be	AUX
hungeobull-12631	110	8	merged	merge	VERB
hungeobull-12631	110	9	for	for	ADP
hungeobull-12631	110	10	each	each	DET
hungeobull-12631	110	11	year	year	NOUN
hungeobull-12631	110	12	using	use	VERB
hungeobull-12631	110	13	the	the	DET
hungeobull-12631	110	14	county	county	NOUN
hungeobull-12631	110	15	and	and	CCONJ
hungeobull-12631	110	16	year	year	NOUN
hungeobull-12631	110	17	as	as	ADP
hungeobull-12631	110	18	common	common	ADJ
hungeobull-12631	110	19	columns	column	NOUN
hungeobull-12631	110	20	.	.	PUNCT
hungeobull-12631	111	1	method	method	NOUN
hungeobull-12631	111	2	machine	machine	NOUN
hungeobull-12631	111	3	learning	learning	NOUN
hungeobull-12631	111	4	models	model	NOUN
hungeobull-12631	111	5	we	we	PRON
hungeobull-12631	111	6	compared	compare	VERB
hungeobull-12631	111	7	various	various	ADJ
hungeobull-12631	111	8	ml	ml	NOUN
hungeobull-12631	111	9	models	model	NOUN
hungeobull-12631	111	10	in	in	ADP
hungeobull-12631	111	11	an	an	DET
hungeobull-12631	111	12	effort	effort	NOUN
hungeobull-12631	111	13	to	to	PART
hungeobull-12631	111	14	find	find	VERB
hungeobull-12631	111	15	a	a	DET
hungeobull-12631	111	16	relationship	relationship	NOUN
hungeobull-12631	111	17	between	between	ADP
hungeobull-12631	111	18	geospatial	geospatial	ADJ
hungeobull-12631	111	19	data	datum	NOUN
hungeobull-12631	111	20	and	and	CCONJ
hungeobull-12631	111	21	the	the	DET
hungeobull-12631	111	22	soybean	soybean	NOUN
hungeobull-12631	111	23	yield	yield	NOUN
hungeobull-12631	111	24	.	.	PUNCT
hungeobull-12631	112	1	we	we	PRON
hungeobull-12631	112	2	selected	select	VERB
hungeobull-12631	112	3	four	four	NUM
hungeobull-12631	112	4	different	different	ADJ
hungeobull-12631	112	5	ml	ml	NOUN
hungeobull-12631	112	6	models	model	NOUN
hungeobull-12631	112	7	:	:	PUNCT
hungeobull-12631	112	8	rf	rf	ADJ
hungeobull-12631	112	9	,	,	PUNCT
hungeobull-12631	112	10	least	least	ADJ
hungeobull-12631	112	11	absolute	absolute	ADJ
hungeobull-12631	112	12	shrinkable	shrinkable	ADJ
hungeobull-12631	112	13	and	and	CCONJ
hungeobull-12631	112	14	selection	selection	NOUN
hungeobull-12631	112	15	operator	operator	NOUN
hungeobull-12631	112	16	(	(	PUNCT
hungeobull-12631	112	17	lasso	lasso	NOUN
hungeobull-12631	112	18	)	)	PUNCT
hungeobull-12631	112	19	regression	regression	NOUN
hungeobull-12631	112	20	,	,	PUNCT
hungeobull-12631	112	21	extreme	extreme	ADJ
hungeobull-12631	112	22	gradient	gradient	NOUN
hungeobull-12631	112	23	boosting	boost	VERB
hungeobull-12631	112	24	(	(	PUNCT
hungeobull-12631	112	25	xgboost	xgboost	ADV
hungeobull-12631	112	26	)	)	PUNCT
hungeobull-12631	112	27	,	,	PUNCT
hungeobull-12631	112	28	and	and	CCONJ
hungeobull-12631	112	29	decision	decision	NOUN
hungeobull-12631	112	30	tree	tree	NOUN
hungeobull-12631	112	31	regression	regression	NOUN
hungeobull-12631	112	32	(	(	PUNCT
hungeobull-12631	112	33	dtr	dtr	NOUN
hungeobull-12631	112	34	)	)	PUNCT
hungeobull-12631	112	35	.	.	PUNCT
hungeobull-12631	113	1	in	in	ADP
hungeobull-12631	113	2	addition	addition	NOUN
hungeobull-12631	113	3	,	,	PUNCT
hungeobull-12631	113	4	we	we	PRON
hungeobull-12631	113	5	selected	select	VERB
hungeobull-12631	113	6	a	a	DET
hungeobull-12631	113	7	one	one	NUM
hungeobull-12631	113	8	-	-	PUNCT
hungeobull-12631	113	9	dimensional	dimensional	ADJ
hungeobull-12631	113	10	convolutional	convolutional	ADJ
hungeobull-12631	113	11	neural	neural	ADJ
hungeobull-12631	113	12	network	network	NOUN
hungeobull-12631	113	13	(	(	PUNCT
hungeobull-12631	113	14	1d	1d	NOUN
hungeobull-12631	113	15	-	-	PUNCT
hungeobull-12631	113	16	cnn	cnn	NOUN
hungeobull-12631	113	17	)	)	PUNCT
hungeobull-12631	113	18	as	as	ADP
hungeobull-12631	113	19	a	a	DET
hungeobull-12631	113	20	dl	dl	PROPN
hungeobull-12631	113	21	model	model	NOUN
hungeobull-12631	113	22	.	.	PUNCT
hungeobull-12631	114	1	all	all	DET
hungeobull-12631	114	2	models	model	NOUN
hungeobull-12631	114	3	were	be	AUX
hungeobull-12631	114	4	trained	train	VERB
hungeobull-12631	114	5	,	,	PUNCT
hungeobull-12631	114	6	tested	test	VERB
hungeobull-12631	114	7	,	,	PUNCT
hungeobull-12631	114	8	and	and	CCONJ
hungeobull-12631	114	9	validated	validate	VERB
hungeobull-12631	114	10	.	.	PUNCT
hungeobull-12631	115	1	models	model	NOUN
hungeobull-12631	115	2	were	be	AUX
hungeobull-12631	115	3	trained	train	VERB
hungeobull-12631	115	4	and	and	CCONJ
hungeobull-12631	115	5	tested	test	VERB
hungeobull-12631	115	6	on	on	ADP
hungeobull-12631	115	7	data	datum	NOUN
hungeobull-12631	115	8	for	for	ADP
hungeobull-12631	115	9	2012–2016	2012–2016	NUM
hungeobull-12631	115	10	.	.	PUNCT
hungeobull-12631	116	1	the	the	DET
hungeobull-12631	116	2	models	model	NOUN
hungeobull-12631	116	3	were	be	AUX
hungeobull-12631	116	4	then	then	ADV
hungeobull-12631	116	5	validated	validate	VERB
hungeobull-12631	116	6	by	by	ADP
hungeobull-12631	116	7	forecasting	forecast	VERB
hungeobull-12631	116	8	the	the	DET
hungeobull-12631	116	9	soybean	soybean	NOUN
hungeobull-12631	116	10	yield	yield	NOUN
hungeobull-12631	116	11	for	for	ADP
hungeobull-12631	116	12	2017–2021	2017–2021	NUM
hungeobull-12631	116	13	.	.	PUNCT
hungeobull-12631	117	1	the	the	DET
hungeobull-12631	117	2	ml	ml	PROPN
hungeobull-12631	117	3	models	model	NOUN
hungeobull-12631	117	4	were	be	AUX
hungeobull-12631	117	5	implemented	implement	VERB
hungeobull-12631	117	6	in	in	ADP
hungeobull-12631	117	7	python	python	NOUN
hungeobull-12631	117	8	3.11.3	3.11.3	NUM
hungeobull-12631	117	9	with	with	ADP
hungeobull-12631	117	10	the	the	DET
hungeobull-12631	117	11	scikitlearn	scikitlearn	ADJ
hungeobull-12631	117	12	package	package	NOUN
hungeobull-12631	117	13	(	(	PUNCT
hungeobull-12631	117	14	pedregosa	pedregosa	PROPN
hungeobull-12631	117	15	,	,	PUNCT
hungeobull-12631	117	16	f.	f.	PROPN
hungeobull-12631	117	17	et	et	PROPN
hungeobull-12631	117	18	al	al	PROPN
hungeobull-12631	117	19	.	.	PROPN
hungeobull-12631	117	20	2012	2012	NUM
hungeobull-12631	117	21	)	)	PUNCT
hungeobull-12631	117	22	.	.	PUNCT
hungeobull-12631	118	1	the	the	DET
hungeobull-12631	118	2	1d	1d	NUM
hungeobull-12631	118	3	-	-	PUNCT
hungeobull-12631	118	4	cnn	cnn	PROPN
hungeobull-12631	118	5	model	model	NOUN
hungeobull-12631	118	6	was	be	AUX
hungeobull-12631	118	7	implemented	implement	VERB
hungeobull-12631	118	8	in	in	ADP
hungeobull-12631	118	9	keras	keras	PROPN
hungeobull-12631	118	10	farmonov	farmonov	PROPN
hungeobull-12631	118	11	,	,	PUNCT
hungeobull-12631	118	12	n.	n.	PROPN
hungeobull-12631	118	13	et	et	PROPN
hungeobull-12631	118	14	al	al	PROPN
hungeobull-12631	118	15	.	.	PUNCT
hungeobull-12631	119	1	hungarian	hungarian	ADJ
hungeobull-12631	119	2	geographical	geographical	ADJ
hungeobull-12631	119	3	bulletin	bulletin	NOUN
hungeobull-12631	119	4	72	72	NUM
hungeobull-12631	119	5	(	(	PUNCT
hungeobull-12631	119	6	2023	2023	NUM
hungeobull-12631	119	7	)	)	PUNCT
hungeobull-12631	119	8	(	(	PUNCT
hungeobull-12631	119	9	4	4	X
hungeobull-12631	119	10	)	)	PUNCT
hungeobull-12631	119	11	383–398.388	383–398.388	PROPN
hungeobull-12631	119	12	(	(	PUNCT
hungeobull-12631	119	13	ketkar	ketkar	PROPN
hungeobull-12631	119	14	,	,	PUNCT
hungeobull-12631	119	15	n.	n.	PROPN
hungeobull-12631	119	16	2017	2017	NUM
hungeobull-12631	119	17	)	)	PUNCT
hungeobull-12631	119	18	,	,	PUNCT
hungeobull-12631	119	19	which	which	PRON
hungeobull-12631	119	20	is	be	AUX
hungeobull-12631	119	21	an	an	DET
hungeobull-12631	119	22	open	open	ADJ
hungeobull-12631	119	23	-	-	PUNCT
hungeobull-12631	119	24	source	source	NOUN
hungeobull-12631	119	25	dl	dl	NOUN
hungeobull-12631	119	26	framework	framework	NOUN
hungeobull-12631	119	27	written	write	VERB
hungeobull-12631	119	28	in	in	ADP
hungeobull-12631	119	29	python	python	PROPN
hungeobull-12631	119	30	.	.	PUNCT
hungeobull-12631	120	1	rf	rf	PRON
hungeobull-12631	120	2	estimates	estimate	VERB
hungeobull-12631	120	3	the	the	DET
hungeobull-12631	120	4	crop	crop	NOUN
hungeobull-12631	120	5	yield	yield	NOUN
hungeobull-12631	120	6	by	by	ADP
hungeobull-12631	120	7	combining	combine	VERB
hungeobull-12631	120	8	multiple	multiple	ADJ
hungeobull-12631	120	9	regression	regression	NOUN
hungeobull-12631	120	10	trees	tree	NOUN
hungeobull-12631	120	11	.	.	PUNCT
hungeobull-12631	121	1	each	each	DET
hungeobull-12631	121	2	regression	regression	NOUN
hungeobull-12631	121	3	tree	tree	NOUN
hungeobull-12631	121	4	captures	capture	VERB
hungeobull-12631	121	5	relationships	relationship	NOUN
hungeobull-12631	121	6	between	between	ADP
hungeobull-12631	121	7	the	the	DET
hungeobull-12631	121	8	input	input	NOUN
hungeobull-12631	121	9	features	feature	NOUN
hungeobull-12631	121	10	and	and	CCONJ
hungeobull-12631	121	11	the	the	DET
hungeobull-12631	121	12	target	target	NOUN
hungeobull-12631	121	13	variable	variable	NOUN
hungeobull-12631	121	14	.	.	PUNCT
hungeobull-12631	122	1	subsamples	subsample	NOUN
hungeobull-12631	122	2	are	be	AUX
hungeobull-12631	122	3	randomly	randomly	ADV
hungeobull-12631	122	4	selected	select	VERB
hungeobull-12631	122	5	from	from	ADP
hungeobull-12631	122	6	the	the	DET
hungeobull-12631	122	7	training	training	NOUN
hungeobull-12631	122	8	set	set	NOUN
hungeobull-12631	122	9	,	,	PUNCT
hungeobull-12631	122	10	which	which	PRON
hungeobull-12631	122	11	comprises	comprise	VERB
hungeobull-12631	122	12	70	70	NUM
hungeobull-12631	122	13	percent	percent	NOUN
hungeobull-12631	122	14	recorded	record	VERB
hungeobull-12631	122	15	yield	yield	NOUN
hungeobull-12631	122	16	samples	sample	NOUN
hungeobull-12631	122	17	and	and	CCONJ
hungeobull-12631	122	18	30	30	NUM
hungeobull-12631	122	19	percent	percent	NOUN
hungeobull-12631	122	20	test	test	NOUN
hungeobull-12631	122	21	data	datum	NOUN
hungeobull-12631	122	22	.	.	PUNCT
hungeobull-12631	123	1	each	each	DET
hungeobull-12631	123	2	subsample	subsample	NOUN
hungeobull-12631	123	3	is	be	AUX
hungeobull-12631	123	4	fitted	fit	VERB
hungeobull-12631	123	5	to	to	ADP
hungeobull-12631	123	6	a	a	DET
hungeobull-12631	123	7	regression	regression	NOUN
hungeobull-12631	123	8	tree	tree	NOUN
hungeobull-12631	123	9	.	.	PUNCT
hungeobull-12631	124	1	the	the	DET
hungeobull-12631	124	2	final	final	ADJ
hungeobull-12631	124	3	forecast	forecast	NOUN
hungeobull-12631	124	4	is	be	AUX
hungeobull-12631	124	5	obtained	obtain	VERB
hungeobull-12631	124	6	by	by	ADP
hungeobull-12631	124	7	averaging	average	VERB
hungeobull-12631	124	8	the	the	DET
hungeobull-12631	124	9	forecasts	forecast	NOUN
hungeobull-12631	124	10	of	of	ADP
hungeobull-12631	124	11	all	all	DET
hungeobull-12631	124	12	trees	tree	NOUN
hungeobull-12631	124	13	.	.	PUNCT
hungeobull-12631	125	1	rf	rf	PRON
hungeobull-12631	125	2	has	have	AUX
hungeobull-12631	125	3	been	be	AUX
hungeobull-12631	125	4	demonstrated	demonstrate	VERB
hungeobull-12631	125	5	to	to	PART
hungeobull-12631	125	6	be	be	AUX
hungeobull-12631	125	7	effective	effective	ADJ
hungeobull-12631	125	8	at	at	ADP
hungeobull-12631	125	9	mitigating	mitigate	VERB
hungeobull-12631	125	10	overfitting	overfitting	NOUN
hungeobull-12631	125	11	(	(	PUNCT
hungeobull-12631	125	12	wang	wang	PROPN
hungeobull-12631	125	13	,	,	PUNCT
hungeobull-12631	125	14	h.	h.	PROPN
hungeobull-12631	125	15	et	et	PROPN
hungeobull-12631	125	16	al	al	PROPN
hungeobull-12631	125	17	.	.	PROPN
hungeobull-12631	125	18	2016	2016	NUM
hungeobull-12631	125	19	)	)	PUNCT
hungeobull-12631	125	20	.	.	PUNCT
hungeobull-12631	126	1	we	we	PRON
hungeobull-12631	126	2	employed	employ	VERB
hungeobull-12631	126	3	the	the	DET
hungeobull-12631	126	4	gaussian	gaussian	ADJ
hungeobull-12631	126	5	kernel	kernel	NOUN
hungeobull-12631	126	6	function	function	VERB
hungeobull-12631	126	7	to	to	PART
hungeobull-12631	126	8	investigate	investigate	VERB
hungeobull-12631	126	9	the	the	DET
hungeobull-12631	126	10	non	non	ADJ
hungeobull-12631	126	11	-	-	ADJ
hungeobull-12631	126	12	linear	linear	ADJ
hungeobull-12631	126	13	association	association	NOUN
hungeobull-12631	126	14	between	between	ADP
hungeobull-12631	126	15	input	input	NOUN
hungeobull-12631	126	16	features	feature	NOUN
hungeobull-12631	126	17	(	(	PUNCT
hungeobull-12631	126	18	i.e.	i.e.	X
hungeobull-12631	126	19	,	,	PUNCT
hungeobull-12631	126	20	climatic	climatic	ADJ
hungeobull-12631	126	21	and	and	CCONJ
hungeobull-12631	126	22	remote	remote	ADJ
hungeobull-12631	126	23	sensing	sense	VERB
hungeobull-12631	126	24	data	datum	NOUN
hungeobull-12631	126	25	)	)	PUNCT
hungeobull-12631	126	26	and	and	CCONJ
hungeobull-12631	126	27	the	the	DET
hungeobull-12631	126	28	target	target	NOUN
hungeobull-12631	126	29	variable	variable	NOUN
hungeobull-12631	126	30	(	(	PUNCT
hungeobull-12631	126	31	i.e.	i.e.	X
hungeobull-12631	126	32	,	,	PUNCT
hungeobull-12631	126	33	crop	crop	NOUN
hungeobull-12631	126	34	yield	yield	NOUN
hungeobull-12631	126	35	)	)	PUNCT
hungeobull-12631	126	36	.	.	PUNCT
hungeobull-12631	127	1	we	we	PRON
hungeobull-12631	127	2	applied	apply	VERB
hungeobull-12631	127	3	rf	rf	VERB
hungeobull-12631	127	4	to	to	PART
hungeobull-12631	127	5	identify	identify	VERB
hungeobull-12631	127	6	the	the	DET
hungeobull-12631	127	7	most	most	ADV
hungeobull-12631	127	8	important	important	ADJ
hungeobull-12631	127	9	input	input	NOUN
hungeobull-12631	127	10	features	feature	NOUN
hungeobull-12631	127	11	utilizing	utilize	VERB
hungeobull-12631	127	12	python	python	NOUN
hungeobull-12631	127	13	3.11.3	3.11.3	NUM
hungeobull-12631	127	14	and	and	CCONJ
hungeobull-12631	127	15	the	the	DET
hungeobull-12631	127	16	scikit	scikit	NOUN
hungeobull-12631	127	17	-	-	PUNCT
hungeobull-12631	127	18	learn	learn	NOUN
hungeobull-12631	127	19	library	library	NOUN
hungeobull-12631	127	20	,	,	PUNCT
hungeobull-12631	127	21	which	which	PRON
hungeobull-12631	127	22	offers	offer	VERB
hungeobull-12631	127	23	random	random	ADJ
hungeobull-12631	127	24	forest	forest	NOUN
hungeobull-12631	127	25	regressor	regressor	NOUN
hungeobull-12631	127	26	classes	class	NOUN
hungeobull-12631	127	27	.	.	PUNCT
hungeobull-12631	128	1	lasso	lasso	NOUN
hungeobull-12631	128	2	regression	regression	NOUN
hungeobull-12631	128	3	uses	use	VERB
hungeobull-12631	128	4	linear	linear	PROPN
hungeobull-12631	128	5	regression	regression	NOUN
hungeobull-12631	128	6	to	to	PART
hungeobull-12631	128	7	minimize	minimize	VERB
hungeobull-12631	128	8	the	the	DET
hungeobull-12631	128	9	residual	residual	ADJ
hungeobull-12631	128	10	sum	sum	NOUN
hungeobull-12631	128	11	of	of	ADP
hungeobull-12631	128	12	squares	square	NOUN
hungeobull-12631	128	13	while	while	SCONJ
hungeobull-12631	128	14	constraining	constrain	VERB
hungeobull-12631	128	15	the	the	DET
hungeobull-12631	128	16	absolute	absolute	ADJ
hungeobull-12631	128	17	values	value	NOUN
hungeobull-12631	128	18	of	of	ADP
hungeobull-12631	128	19	coefficients	coefficient	NOUN
hungeobull-12631	128	20	below	below	ADP
hungeobull-12631	128	21	a	a	DET
hungeobull-12631	128	22	specified	specify	VERB
hungeobull-12631	128	23	threshold	threshold	NOUN
hungeobull-12631	128	24	(	(	PUNCT
hungeobull-12631	128	25	tibshirani	tibshirani	PROPN
hungeobull-12631	128	26	,	,	PUNCT
hungeobull-12631	128	27	r.	r.	PROPN
hungeobull-12631	128	28	1996	1996	NUM
hungeobull-12631	128	29	)	)	PUNCT
hungeobull-12631	128	30	.	.	PUNCT
hungeobull-12631	129	1	lasso	lasso	NOUN
hungeobull-12631	129	2	regression	regression	NOUN
hungeobull-12631	129	3	addresses	address	NOUN
hungeobull-12631	129	4	overfitting	overfitte	VERB
hungeobull-12631	129	5	by	by	ADP
hungeobull-12631	129	6	automatically	automatically	ADV
hungeobull-12631	129	7	selecting	select	VERB
hungeobull-12631	129	8	relevant	relevant	ADJ
hungeobull-12631	129	9	input	input	NOUN
hungeobull-12631	129	10	features	feature	NOUN
hungeobull-12631	129	11	,	,	PUNCT
hungeobull-12631	129	12	which	which	PRON
hungeobull-12631	129	13	leads	lead	VERB
hungeobull-12631	129	14	to	to	ADP
hungeobull-12631	129	15	a	a	DET
hungeobull-12631	129	16	more	more	ADV
hungeobull-12631	129	17	concise	concise	ADJ
hungeobull-12631	129	18	regression	regression	NOUN
hungeobull-12631	129	19	model	model	NOUN
hungeobull-12631	129	20	.	.	PUNCT
hungeobull-12631	130	1	xgboost	xgboost	PROPN
hungeobull-12631	130	2	is	be	AUX
hungeobull-12631	130	3	designed	design	VERB
hungeobull-12631	130	4	for	for	ADP
hungeobull-12631	130	5	tree	tree	NOUN
hungeobull-12631	130	6	boosting	boosting	NOUN
hungeobull-12631	130	7	,	,	PUNCT
hungeobull-12631	130	8	which	which	PRON
hungeobull-12631	130	9	involves	involve	VERB
hungeobull-12631	130	10	constructing	construct	VERB
hungeobull-12631	130	11	multiple	multiple	ADJ
hungeobull-12631	130	12	weak	weak	ADJ
hungeobull-12631	130	13	learners	learner	NOUN
hungeobull-12631	130	14	and	and	CCONJ
hungeobull-12631	130	15	combining	combine	VERB
hungeobull-12631	130	16	their	their	PRON
hungeobull-12631	130	17	results	result	NOUN
hungeobull-12631	130	18	to	to	PART
hungeobull-12631	130	19	improve	improve	VERB
hungeobull-12631	130	20	the	the	DET
hungeobull-12631	130	21	regression	regression	NOUN
hungeobull-12631	130	22	or	or	CCONJ
hungeobull-12631	130	23	classification	classification	NOUN
hungeobull-12631	130	24	performance	performance	NOUN
hungeobull-12631	130	25	.	.	PUNCT
hungeobull-12631	131	1	it	it	PRON
hungeobull-12631	131	2	incorporates	incorporate	VERB
hungeobull-12631	131	3	regularization	regularization	NOUN
hungeobull-12631	131	4	techniques	technique	NOUN
hungeobull-12631	131	5	to	to	PART
hungeobull-12631	131	6	prevent	prevent	VERB
hungeobull-12631	131	7	overfitting	overfitting	NOUN
hungeobull-12631	131	8	,	,	PUNCT
hungeobull-12631	131	9	and	and	CCONJ
hungeobull-12631	131	10	the	the	DET
hungeobull-12631	131	11	weak	weak	ADJ
hungeobull-12631	131	12	learners	learner	NOUN
hungeobull-12631	131	13	can	can	AUX
hungeobull-12631	131	14	be	be	AUX
hungeobull-12631	131	15	regression	regression	NOUN
hungeobull-12631	131	16	trees	tree	NOUN
hungeobull-12631	131	17	or	or	CCONJ
hungeobull-12631	131	18	linear	linear	NOUN
hungeobull-12631	131	19	models	model	NOUN
hungeobull-12631	131	20	(	(	PUNCT
hungeobull-12631	131	21	chen	chen	PROPN
hungeobull-12631	131	22	,	,	PUNCT
hungeobull-12631	131	23	t.	t.	PROPN
hungeobull-12631	131	24	and	and	CCONJ
hungeobull-12631	131	25	guestrin	guestrin	NOUN
hungeobull-12631	131	26	,	,	PUNCT
hungeobull-12631	131	27	c.	c.	PROPN
hungeobull-12631	131	28	2016	2016	NUM
hungeobull-12631	131	29	;	;	PUNCT
hungeobull-12631	132	1	table	table	NOUN
hungeobull-12631	132	2	1	1	NUM
hungeobull-12631	132	3	.	.	PUNCT
hungeobull-12631	132	4	overview	overview	NOUN
hungeobull-12631	132	5	of	of	ADP
hungeobull-12631	132	6	the	the	DET
hungeobull-12631	132	7	satellite	satellite	NOUN
hungeobull-12631	132	8	and	and	CCONJ
hungeobull-12631	132	9	climatic	climatic	ADJ
hungeobull-12631	132	10	data	datum	NOUN
hungeobull-12631	132	11	used	use	VERB
hungeobull-12631	132	12	in	in	ADP
hungeobull-12631	132	13	this	this	DET
hungeobull-12631	132	14	study	study	NOUN
hungeobull-12631	132	15	data	datum	NOUN
hungeobull-12631	132	16	source	source	NOUN
hungeobull-12631	132	17	spatial	spatial	ADJ
hungeobull-12631	132	18	resolution	resolution	NOUN
hungeobull-12631	132	19	temporal	temporal	ADJ
hungeobull-12631	132	20	resolution	resolution	NOUN
hungeobull-12631	132	21	feature	feature	NOUN
hungeobull-12631	132	22	products	product	NOUN
hungeobull-12631	132	23	description	description	NOUN
hungeobull-12631	132	24	mod13q1	mod13q1	NOUN
hungeobull-12631	132	25	250	250	NUM
hungeobull-12631	132	26	m	m	NUM
hungeobull-12631	132	27	16	16	NUM
hungeobull-12631	132	28	-	-	PUNCT
hungeobull-12631	132	29	day	day	NOUN
hungeobull-12631	132	30	ndvi	ndvi	NOUN
hungeobull-12631	132	31	vegetation	vegetation	NOUN
hungeobull-12631	132	32	index	index	NOUN
hungeobull-12631	132	33	value	value	NOUN
hungeobull-12631	132	34	at	at	ADP
hungeobull-12631	132	35	a	a	DET
hungeobull-12631	132	36	per	per	ADP
hungeobull-12631	132	37	-	-	PUNCT
hungeobull-12631	132	38	pixel	pixel	NOUN
hungeobull-12631	132	39	basis.evi	basis.evi	NOUN
hungeobull-12631	132	40	mod09a1	mod09a1	PROPN
hungeobull-12631	132	41	500	500	NUM
hungeobull-12631	132	42	m	m	NOUN
hungeobull-12631	132	43	8	8	NUM
hungeobull-12631	132	44	-	-	PUNCT
hungeobull-12631	132	45	day	day	NOUN
hungeobull-12631	132	46	red	red	NOUN
hungeobull-12631	132	47	the	the	DET
hungeobull-12631	132	48	surface	surface	NOUN
hungeobull-12631	132	49	spectral	spectral	ADJ
hungeobull-12631	132	50	reflectance	reflectance	NOUN
hungeobull-12631	132	51	of	of	ADP
hungeobull-12631	132	52	terra	terra	NOUN
hungeobull-12631	132	53	modis	modis	PROPN
hungeobull-12631	132	54	bands	band	NOUN
hungeobull-12631	132	55	1–7	1–7	NUM
hungeobull-12631	132	56	,	,	PUNCT
hungeobull-12631	132	57	accounting	account	VERB
hungeobull-12631	132	58	for	for	ADP
hungeobull-12631	132	59	atmospheric	atmospheric	ADJ
hungeobull-12631	132	60	factors	factor	NOUN
hungeobull-12631	132	61	.	.	PUNCT
hungeobull-12631	133	1	it	it	PRON
hungeobull-12631	133	2	includes	include	VERB
hungeobull-12631	133	3	seven	seven	NUM
hungeobull-12631	133	4	reflectance	reflectance	NOUN
hungeobull-12631	133	5	bands	band	NOUN
hungeobull-12631	133	6	,	,	PUNCT
hungeobull-12631	133	7	a	a	DET
hungeobull-12631	133	8	quality	quality	NOUN
hungeobull-12631	133	9	layer	layer	NOUN
hungeobull-12631	133	10	,	,	PUNCT
hungeobull-12631	133	11	and	and	CCONJ
hungeobull-12631	133	12	four	four	NUM
hungeobull-12631	133	13	observation	observation	NOUN
hungeobull-12631	133	14	bands	band	NOUN
hungeobull-12631	133	15	.	.	PUNCT
hungeobull-12631	134	1	pixel	pixel	PROPN
hungeobull-12631	134	2	values	value	NOUN
hungeobull-12631	134	3	are	be	AUX
hungeobull-12631	134	4	chosen	choose	VERB
hungeobull-12631	134	5	based	base	VERB
hungeobull-12631	134	6	on	on	ADP
hungeobull-12631	134	7	criteria	criterion	NOUN
hungeobull-12631	134	8	like	like	ADP
hungeobull-12631	134	9	extensive	extensive	ADJ
hungeobull-12631	134	10	coverage	coverage	NOUN
hungeobull-12631	134	11	,	,	PUNCT
hungeobull-12631	134	12	optimal	optimal	ADJ
hungeobull-12631	134	13	view	view	NOUN
hungeobull-12631	134	14	angle	angle	NOUN
hungeobull-12631	134	15	,	,	PUNCT
hungeobull-12631	134	16	clear	clear	ADJ
hungeobull-12631	134	17	sky	sky	NOUN
hungeobull-12631	134	18	conditions	condition	NOUN
hungeobull-12631	134	19	,	,	PUNCT
hungeobull-12631	134	20	and	and	CCONJ
hungeobull-12631	134	21	minimal	minimal	ADJ
hungeobull-12631	134	22	aerosol	aerosol	NOUN
hungeobull-12631	134	23	.	.	PUNCT
hungeobull-12631	135	1	nir	nir	ADJ
hungeobull-12631	135	2	blue	blue	ADJ
hungeobull-12631	135	3	green	green	PROPN
hungeobull-12631	135	4	nir	nir	PROPN
hungeobull-12631	135	5	1	1	NUM
hungeobull-12631	135	6	swir	swir	NOUN
hungeobull-12631	135	7	1	1	NUM
hungeobull-12631	135	8	swir	swir	NOUN
hungeobull-12631	135	9	2	2	NUM
hungeobull-12631	135	10	mod11a2	mod11a2	NOUN
hungeobull-12631	135	11	1,000	1,000	NUM
hungeobull-12631	135	12	m	m	NOUN
hungeobull-12631	135	13	8	8	NUM
hungeobull-12631	135	14	-	-	PUNCT
hungeobull-12631	135	15	day	day	NOUN
hungeobull-12631	135	16	lst	lst	NOUN
hungeobull-12631	135	17	the	the	DET
hungeobull-12631	135	18	8	8	NUM
hungeobull-12631	135	19	-	-	PUNCT
hungeobull-12631	135	20	day	day	NOUN
hungeobull-12631	135	21	period	period	NOUN
hungeobull-12631	135	22	aligns	align	VERB
hungeobull-12631	135	23	with	with	ADP
hungeobull-12631	135	24	the	the	DET
hungeobull-12631	135	25	ground	ground	NOUN
hungeobull-12631	135	26	track	track	NOUN
hungeobull-12631	135	27	repeat	repeat	NOUN
hungeobull-12631	135	28	period	period	NOUN
hungeobull-12631	135	29	of	of	ADP
hungeobull-12631	135	30	the	the	DET
hungeobull-12631	135	31	terra	terra	NOUN
hungeobull-12631	135	32	and	and	CCONJ
hungeobull-12631	135	33	aqua	aqua	NOUN
hungeobull-12631	135	34	satellites	satellite	NOUN
hungeobull-12631	135	35	.	.	PUNCT
hungeobull-12631	136	1	this	this	DET
hungeobull-12631	136	2	product	product	NOUN
hungeobull-12631	136	3	includes	include	VERB
hungeobull-12631	136	4	dayand	dayand	NOUN
hungeobull-12631	136	5	night	night	NOUN
hungeobull-12631	136	6	-	-	PUNCT
hungeobull-12631	136	7	time	time	NOUN
hungeobull-12631	136	8	lst	lst	NOUN
hungeobull-12631	136	9	bands	band	NOUN
hungeobull-12631	136	10	,	,	PUNCT
hungeobull-12631	136	11	quality	quality	NOUN
hungeobull-12631	136	12	indicator	indicator	NOUN
hungeobull-12631	136	13	layers	layer	NOUN
hungeobull-12631	136	14	,	,	PUNCT
hungeobull-12631	136	15	additional	additional	ADJ
hungeobull-12631	136	16	modis	modis	PROPN
hungeobull-12631	136	17	bands	band	NOUN
hungeobull-12631	136	18	,	,	PUNCT
hungeobull-12631	136	19	and	and	CCONJ
hungeobull-12631	136	20	observation	observation	NOUN
hungeobull-12631	136	21	layers	layer	NOUN
hungeobull-12631	136	22	.	.	PUNCT
hungeobull-12631	137	1	daymet	daymet	NOUN
hungeobull-12631	137	2	1,000	1,000	NUM
hungeobull-12631	137	3	m	m	PROPN
hungeobull-12631	137	4	daily	daily	ADJ
hungeobull-12631	137	5	precipitation	precipitation	NOUN
hungeobull-12631	137	6	daymet	daymet	NOUN
hungeobull-12631	137	7	v4	v4	PROPN
hungeobull-12631	137	8	is	be	AUX
hungeobull-12631	137	9	an	an	DET
hungeobull-12631	137	10	updated	update	VERB
hungeobull-12631	137	11	version	version	NOUN
hungeobull-12631	137	12	that	that	PRON
hungeobull-12631	137	13	offers	offer	VERB
hungeobull-12631	137	14	gridded	gridded	ADJ
hungeobull-12631	137	15	estimates	estimate	NOUN
hungeobull-12631	137	16	of	of	ADP
hungeobull-12631	137	17	daily	daily	ADJ
hungeobull-12631	137	18	weather	weather	NOUN
hungeobull-12631	137	19	parameters	parameter	NOUN
hungeobull-12631	137	20	for	for	ADP
hungeobull-12631	137	21	continental	continental	PROPN
hungeobull-12631	137	22	north	north	PROPN
hungeobull-12631	137	23	america	america	PROPN
hungeobull-12631	137	24	,	,	PUNCT
hungeobull-12631	137	25	hawaii	hawaii	PROPN
hungeobull-12631	137	26	,	,	PUNCT
hungeobull-12631	137	27	and	and	CCONJ
hungeobull-12631	137	28	puerto	puerto	PROPN
hungeobull-12631	137	29	rico	rico	PROPN
hungeobull-12631	137	30	.	.	PUNCT
hungeobull-12631	138	1	it	it	PRON
hungeobull-12631	138	2	addresses	address	VERB
hungeobull-12631	138	3	known	know	VERB
hungeobull-12631	138	4	issues	issue	NOUN
hungeobull-12631	138	5	by	by	ADP
hungeobull-12631	138	6	reducing	reduce	VERB
hungeobull-12631	138	7	timing	timing	NOUN
hungeobull-12631	138	8	bias	bias	NOUN
hungeobull-12631	138	9	,	,	PUNCT
hungeobull-12631	138	10	enhancing	enhance	VERB
hungeobull-12631	138	11	regression	regression	NOUN
hungeobull-12631	138	12	models	model	NOUN
hungeobull-12631	138	13	,	,	PUNCT
hungeobull-12631	138	14	and	and	CCONJ
hungeobull-12631	138	15	introducing	introduce	VERB
hungeobull-12631	138	16	a	a	DET
hungeobull-12631	138	17	novel	novel	ADJ
hungeobull-12631	138	18	approach	approach	NOUN
hungeobull-12631	138	19	to	to	PART
hungeobull-12631	138	20	handle	handle	VERB
hungeobull-12631	138	21	high	high	ADJ
hungeobull-12631	138	22	elevation	elevation	NOUN
hungeobull-12631	138	23	temperature	temperature	NOUN
hungeobull-12631	138	24	measurement	measurement	NOUN
hungeobull-12631	138	25	biases	bias	NOUN
hungeobull-12631	138	26	.	.	PUNCT
hungeobull-12631	139	1	water	water	NOUN
hungeobull-12631	139	2	vapour	vapour	NOUN
hungeobull-12631	139	3	temperature	temperature	PROPN
hungeobull-12631	139	4	min	min	PROPN
hungeobull-12631	139	5	.	.	PROPN
hungeobull-12631	139	6	temperature	temperature	PROPN
hungeobull-12631	139	7	max	max	PROPN
hungeobull-12631	139	8	.	.	PUNCT
hungeobull-12631	140	1	389farmonov	389farmonov	PROPN
hungeobull-12631	140	2	,	,	PUNCT
hungeobull-12631	140	3	n.	n.	NOUN
hungeobull-12631	140	4	et	et	PROPN
hungeobull-12631	140	5	al	al	PROPN
hungeobull-12631	140	6	.	.	PUNCT
hungeobull-12631	141	1	hungarian	hungarian	ADJ
hungeobull-12631	141	2	geographical	geographical	ADJ
hungeobull-12631	141	3	bulletin	bulletin	NOUN
hungeobull-12631	141	4	72	72	NUM
hungeobull-12631	141	5	(	(	PUNCT
hungeobull-12631	141	6	2023	2023	NUM
hungeobull-12631	141	7	)	)	PUNCT
hungeobull-12631	141	8	(	(	PUNCT
hungeobull-12631	141	9	4	4	X
hungeobull-12631	141	10	)	)	PUNCT
hungeobull-12631	141	11	383–398	383–398	NUM
hungeobull-12631	141	12	.	.	PUNCT
hungeobull-12631	141	13	song	song	NOUN
hungeobull-12631	141	14	,	,	PUNCT
hungeobull-12631	141	15	y.	y.	PROPN
hungeobull-12631	141	16	et	et	PROPN
hungeobull-12631	141	17	al	al	PROPN
hungeobull-12631	141	18	.	.	PROPN
hungeobull-12631	141	19	2019	2019	NUM
hungeobull-12631	141	20	)	)	PUNCT
hungeobull-12631	141	21	.	.	PUNCT
hungeobull-12631	142	1	we	we	PRON
hungeobull-12631	142	2	opted	opt	VERB
hungeobull-12631	142	3	to	to	PART
hungeobull-12631	142	4	use	use	VERB
hungeobull-12631	142	5	xgboost	xgboost	ADV
hungeobull-12631	142	6	based	base	VERB
hungeobull-12631	142	7	on	on	ADP
hungeobull-12631	142	8	decision	decision	NOUN
hungeobull-12631	142	9	trees	tree	NOUN
hungeobull-12631	142	10	.	.	PUNCT
hungeobull-12631	143	1	xgboost	xgboost	PROPN
hungeobull-12631	143	2	makes	make	VERB
hungeobull-12631	143	3	forecasts	forecast	NOUN
hungeobull-12631	143	4	by	by	ADP
hungeobull-12631	143	5	summing	sum	VERB
hungeobull-12631	143	6	the	the	DET
hungeobull-12631	143	7	weights	weight	NOUN
hungeobull-12631	143	8	of	of	ADP
hungeobull-12631	143	9	the	the	DET
hungeobull-12631	143	10	leaves	leave	NOUN
hungeobull-12631	143	11	in	in	ADP
hungeobull-12631	143	12	all	all	DET
hungeobull-12631	143	13	decision	decision	NOUN
hungeobull-12631	143	14	trees	tree	NOUN
hungeobull-12631	143	15	.	.	PUNCT
hungeobull-12631	144	1	we	we	PRON
hungeobull-12631	144	2	used	use	VERB
hungeobull-12631	144	3	the	the	DET
hungeobull-12631	144	4	gridsearchcv	gridsearchcv	NOUN
hungeobull-12631	144	5	package	package	NOUN
hungeobull-12631	144	6	(	(	PUNCT
hungeobull-12631	144	7	molinaro	molinaro	NOUN
hungeobull-12631	144	8	,	,	PUNCT
hungeobull-12631	144	9	a.m.	a.m.	PROPN
hungeobull-12631	144	10	et	et	PROPN
hungeobull-12631	144	11	al	al	PROPN
hungeobull-12631	144	12	.	.	PROPN
hungeobull-12631	144	13	2005	2005	NUM
hungeobull-12631	144	14	)	)	PUNCT
hungeobull-12631	144	15	to	to	PART
hungeobull-12631	144	16	determine	determine	VERB
hungeobull-12631	144	17	the	the	DET
hungeobull-12631	144	18	optimal	optimal	ADJ
hungeobull-12631	144	19	parameters	parameter	NOUN
hungeobull-12631	144	20	for	for	ADP
hungeobull-12631	144	21	xgboost	xgboost	PROPN
hungeobull-12631	144	22	.	.	PUNCT
hungeobull-12631	145	1	dtr	dtr	NOUN
hungeobull-12631	145	2	constructs	construct	VERB
hungeobull-12631	145	3	a	a	DET
hungeobull-12631	145	4	tree	tree	NOUN
hungeobull-12631	145	5	structure	structure	NOUN
hungeobull-12631	145	6	based	base	VERB
hungeobull-12631	145	7	on	on	ADP
hungeobull-12631	145	8	input	input	NOUN
hungeobull-12631	145	9	features	feature	NOUN
hungeobull-12631	145	10	in	in	ADP
hungeobull-12631	145	11	the	the	DET
hungeobull-12631	145	12	training	training	NOUN
hungeobull-12631	145	13	data	datum	NOUN
hungeobull-12631	145	14	to	to	PART
hungeobull-12631	145	15	forecast	forecast	VERB
hungeobull-12631	145	16	the	the	DET
hungeobull-12631	145	17	target	target	NOUN
hungeobull-12631	145	18	variable	variable	NOUN
hungeobull-12631	145	19	.	.	PUNCT
hungeobull-12631	146	1	it	it	PRON
hungeobull-12631	146	2	is	be	AUX
hungeobull-12631	146	3	suitable	suitable	ADJ
hungeobull-12631	146	4	for	for	ADP
hungeobull-12631	146	5	both	both	CCONJ
hungeobull-12631	146	6	classification	classification	NOUN
hungeobull-12631	146	7	and	and	CCONJ
hungeobull-12631	146	8	regression	regression	NOUN
hungeobull-12631	146	9	tasks	task	NOUN
hungeobull-12631	146	10	and	and	CCONJ
hungeobull-12631	146	11	offers	offer	VERB
hungeobull-12631	146	12	the	the	DET
hungeobull-12631	146	13	benefit	benefit	NOUN
hungeobull-12631	146	14	of	of	ADP
hungeobull-12631	146	15	interpretable	interpretable	ADJ
hungeobull-12631	146	16	results	result	NOUN
hungeobull-12631	146	17	in	in	ADP
hungeobull-12631	146	18	the	the	DET
hungeobull-12631	146	19	form	form	NOUN
hungeobull-12631	146	20	of	of	ADP
hungeobull-12631	146	21	a	a	DET
hungeobull-12631	146	22	tree	tree	NOUN
hungeobull-12631	146	23	.	.	PUNCT
hungeobull-12631	147	1	dtr	dtr	NOUN
hungeobull-12631	147	2	utilizes	utilize	VERB
hungeobull-12631	147	3	binary	binary	NOUN
hungeobull-12631	147	4	splits	split	NOUN
hungeobull-12631	147	5	to	to	PART
hungeobull-12631	147	6	divide	divide	VERB
hungeobull-12631	147	7	data	datum	NOUN
hungeobull-12631	147	8	into	into	ADP
hungeobull-12631	147	9	two	two	NUM
hungeobull-12631	147	10	groups	group	NOUN
hungeobull-12631	147	11	and	and	CCONJ
hungeobull-12631	147	12	minimizes	minimize	VERB
hungeobull-12631	147	13	the	the	DET
hungeobull-12631	147	14	sum	sum	NOUN
hungeobull-12631	147	15	of	of	ADP
hungeobull-12631	147	16	squared	square	VERB
hungeobull-12631	147	17	deviations	deviation	NOUN
hungeobull-12631	147	18	from	from	ADP
hungeobull-12631	147	19	the	the	DET
hungeobull-12631	147	20	mean	mean	NOUN
hungeobull-12631	147	21	within	within	ADP
hungeobull-12631	147	22	each	each	DET
hungeobull-12631	147	23	group	group	NOUN
hungeobull-12631	147	24	.	.	PUNCT
hungeobull-12631	148	1	this	this	DET
hungeobull-12631	148	2	process	process	NOUN
hungeobull-12631	148	3	is	be	AUX
hungeobull-12631	148	4	continued	continue	VERB
hungeobull-12631	148	5	until	until	SCONJ
hungeobull-12631	148	6	a	a	DET
hungeobull-12631	148	7	minimum	minimum	ADJ
hungeobull-12631	148	8	node	node	NOUN
hungeobull-12631	148	9	size	size	NOUN
hungeobull-12631	148	10	specified	specify	VERB
hungeobull-12631	148	11	by	by	ADP
hungeobull-12631	148	12	the	the	DET
hungeobull-12631	148	13	user	user	NOUN
hungeobull-12631	148	14	is	be	AUX
hungeobull-12631	148	15	achieved	achieve	VERB
hungeobull-12631	148	16	(	(	PUNCT
hungeobull-12631	148	17	san	san	PROPN
hungeobull-12631	148	18	millan	millan	PROPN
hungeobull-12631	148	19	-	-	PUNCT
hungeobull-12631	148	20	castillo	castillo	PROPN
hungeobull-12631	148	21	,	,	PUNCT
hungeobull-12631	148	22	r.	r.	PROPN
hungeobull-12631	148	23	et	et	PROPN
hungeobull-12631	148	24	al	al	PROPN
hungeobull-12631	148	25	.	.	PROPN
hungeobull-12631	148	26	2020	2020	NUM
hungeobull-12631	148	27	)	)	PUNCT
hungeobull-12631	148	28	.	.	PUNCT
hungeobull-12631	149	1	finally	finally	ADV
hungeobull-12631	149	2	,	,	PUNCT
hungeobull-12631	149	3	1d	1d	NUM
hungeobull-12631	149	4	-	-	PUNCT
hungeobull-12631	149	5	cnn	cnn	PROPN
hungeobull-12631	149	6	is	be	AUX
hungeobull-12631	149	7	a	a	DET
hungeobull-12631	149	8	type	type	NOUN
hungeobull-12631	149	9	of	of	ADP
hungeobull-12631	149	10	neural	neural	ADJ
hungeobull-12631	149	11	network	network	NOUN
hungeobull-12631	149	12	commonly	commonly	ADV
hungeobull-12631	149	13	used	use	VERB
hungeobull-12631	149	14	for	for	ADP
hungeobull-12631	149	15	sequential	sequential	ADJ
hungeobull-12631	149	16	data	datum	NOUN
hungeobull-12631	149	17	analysis	analysis	NOUN
hungeobull-12631	149	18	(	(	PUNCT
hungeobull-12631	149	19	kiranyaz	kiranyaz	NOUN
hungeobull-12631	149	20	,	,	PUNCT
hungeobull-12631	149	21	s.	s.	PROPN
hungeobull-12631	149	22	et	et	PROPN
hungeobull-12631	149	23	al	al	PROPN
hungeobull-12631	149	24	.	.	PROPN
hungeobull-12631	149	25	2021	2021	NUM
hungeobull-12631	149	26	)	)	PUNCT
hungeobull-12631	149	27	.	.	PUNCT
hungeobull-12631	150	1	different	different	ADJ
hungeobull-12631	150	2	filters	filter	NOUN
hungeobull-12631	150	3	are	be	AUX
hungeobull-12631	150	4	applied	apply	VERB
hungeobull-12631	150	5	to	to	ADP
hungeobull-12631	150	6	the	the	DET
hungeobull-12631	150	7	input	input	NOUN
hungeobull-12631	150	8	data	datum	NOUN
hungeobull-12631	150	9	to	to	PART
hungeobull-12631	150	10	extract	extract	VERB
hungeobull-12631	150	11	meaningful	meaningful	ADJ
hungeobull-12631	150	12	input	input	NOUN
hungeobull-12631	150	13	features	feature	NOUN
hungeobull-12631	150	14	,	,	PUNCT
hungeobull-12631	150	15	which	which	PRON
hungeobull-12631	150	16	allows	allow	VERB
hungeobull-12631	150	17	the	the	DET
hungeobull-12631	150	18	model	model	NOUN
hungeobull-12631	150	19	to	to	PART
hungeobull-12631	150	20	learn	learn	VERB
hungeobull-12631	150	21	the	the	DET
hungeobull-12631	150	22	representation	representation	NOUN
hungeobull-12631	150	23	more	more	ADV
hungeobull-12631	150	24	efficiently	efficiently	ADV
hungeobull-12631	150	25	(	(	PUNCT
hungeobull-12631	150	26	figure	figure	NOUN
hungeobull-12631	150	27	4	4	NUM
hungeobull-12631	150	28	)	)	PUNCT
hungeobull-12631	150	29	.	.	PUNCT
hungeobull-12631	151	1	the	the	DET
hungeobull-12631	151	2	convolutional	convolutional	ADJ
hungeobull-12631	151	3	layers	layer	NOUN
hungeobull-12631	151	4	are	be	AUX
hungeobull-12631	151	5	followed	follow	VERB
hungeobull-12631	151	6	by	by	ADP
hungeobull-12631	151	7	pooling	pool	VERB
hungeobull-12631	151	8	layers	layer	NOUN
hungeobull-12631	151	9	that	that	PRON
hungeobull-12631	151	10	reduce	reduce	VERB
hungeobull-12631	151	11	the	the	DET
hungeobull-12631	151	12	dimensions	dimension	NOUN
hungeobull-12631	151	13	of	of	ADP
hungeobull-12631	151	14	data	datum	NOUN
hungeobull-12631	151	15	and	and	CCONJ
hungeobull-12631	151	16	only	only	ADV
hungeobull-12631	151	17	keep	keep	VERB
hungeobull-12631	151	18	the	the	DET
hungeobull-12631	151	19	fig	fig	NOUN
hungeobull-12631	151	20	.	.	PUNCT
hungeobull-12631	152	1	3	3	X
hungeobull-12631	152	2	.	.	X
hungeobull-12631	152	3	gee	gee	NOUN
hungeobull-12631	152	4	-	-	PUNCT
hungeobull-12631	152	5	based	base	VERB
hungeobull-12631	152	6	data	datum	NOUN
hungeobull-12631	152	7	preprocessing	preprocesse	VERB
hungeobull-12631	152	8	workflow	workflow	NOUN
hungeobull-12631	152	9	farmonov	farmonov	NOUN
hungeobull-12631	152	10	,	,	PUNCT
hungeobull-12631	152	11	n.	n.	PROPN
hungeobull-12631	152	12	et	et	PROPN
hungeobull-12631	152	13	al	al	PROPN
hungeobull-12631	152	14	.	.	PUNCT
hungeobull-12631	153	1	hungarian	hungarian	ADJ
hungeobull-12631	153	2	geographical	geographical	ADJ
hungeobull-12631	153	3	bulletin	bulletin	NOUN
hungeobull-12631	153	4	72	72	NUM
hungeobull-12631	153	5	(	(	PUNCT
hungeobull-12631	153	6	2023	2023	NUM
hungeobull-12631	153	7	)	)	PUNCT
hungeobull-12631	153	8	(	(	PUNCT
hungeobull-12631	153	9	4	4	X
hungeobull-12631	153	10	)	)	PUNCT
hungeobull-12631	153	11	383–398.390	383–398.390	NUM
hungeobull-12631	153	12	useful	useful	ADJ
hungeobull-12631	153	13	information	information	NOUN
hungeobull-12631	153	14	.	.	PUNCT
hungeobull-12631	154	1	this	this	DET
hungeobull-12631	154	2	information	information	NOUN
hungeobull-12631	154	3	is	be	AUX
hungeobull-12631	154	4	then	then	ADV
hungeobull-12631	154	5	passed	pass	VERB
hungeobull-12631	154	6	to	to	PART
hungeobull-12631	154	7	fully	fully	ADV
hungeobull-12631	154	8	connected	connect	VERB
hungeobull-12631	154	9	(	(	PUNCT
hungeobull-12631	154	10	fc	fc	INTJ
hungeobull-12631	154	11	)	)	PUNCT
hungeobull-12631	154	12	layers	layer	NOUN
hungeobull-12631	154	13	for	for	ADP
hungeobull-12631	154	14	the	the	DET
hungeobull-12631	154	15	final	final	ADJ
hungeobull-12631	154	16	forecast	forecast	NOUN
hungeobull-12631	154	17	.	.	PUNCT
hungeobull-12631	155	1	we	we	PRON
hungeobull-12631	155	2	used	use	VERB
hungeobull-12631	155	3	a	a	DET
hungeobull-12631	155	4	1d	1d	NUM
hungeobull-12631	155	5	-	-	PUNCT
hungeobull-12631	155	6	cnn	cnn	NOUN
hungeobull-12631	155	7	comprising	comprise	VERB
hungeobull-12631	155	8	four	four	NUM
hungeobull-12631	155	9	convolutional	convolutional	ADJ
hungeobull-12631	155	10	layers	layer	NOUN
hungeobull-12631	155	11	,	,	PUNCT
hungeobull-12631	155	12	one	one	NUM
hungeobull-12631	155	13	max	max	NOUN
hungeobull-12631	155	14	-	-	PUNCT
hungeobull-12631	155	15	pooling	pool	VERB
hungeobull-12631	155	16	layer	layer	NOUN
hungeobull-12631	155	17	,	,	PUNCT
hungeobull-12631	155	18	and	and	CCONJ
hungeobull-12631	155	19	five	five	NUM
hungeobull-12631	155	20	fc	fc	NOUN
hungeobull-12631	155	21	layers	layer	NOUN
hungeobull-12631	155	22	followed	follow	VERB
hungeobull-12631	155	23	by	by	ADP
hungeobull-12631	155	24	a	a	DET
hungeobull-12631	155	25	dropout	dropout	NOUN
hungeobull-12631	155	26	layer	layer	NOUN
hungeobull-12631	155	27	and	and	CCONJ
hungeobull-12631	155	28	then	then	ADV
hungeobull-12631	155	29	the	the	DET
hungeobull-12631	155	30	final	final	ADJ
hungeobull-12631	155	31	fc	fc	NOUN
hungeobull-12631	155	32	layer	layer	NOUN
hungeobull-12631	155	33	for	for	ADP
hungeobull-12631	155	34	crop	crop	NOUN
hungeobull-12631	155	35	yield	yield	NOUN
hungeobull-12631	155	36	forecasting	forecasting	NOUN
hungeobull-12631	155	37	.	.	PUNCT
hungeobull-12631	156	1	we	we	PRON
hungeobull-12631	156	2	used	use	VERB
hungeobull-12631	156	3	three	three	NUM
hungeobull-12631	156	4	convolutional	convolutional	ADJ
hungeobull-12631	156	5	layers	layer	NOUN
hungeobull-12631	156	6	with	with	ADP
hungeobull-12631	156	7	16–128	16–128	NUM
hungeobull-12631	156	8	filters	filter	NOUN
hungeobull-12631	156	9	.	.	PUNCT
hungeobull-12631	157	1	the	the	DET
hungeobull-12631	157	2	fc	fc	PROPN
hungeobull-12631	157	3	layers	layer	NOUN
hungeobull-12631	157	4	had	have	VERB
hungeobull-12631	157	5	32–512	32–512	NUM
hungeobull-12631	157	6	neurons	neuron	NOUN
hungeobull-12631	157	7	.	.	PUNCT
hungeobull-12631	158	1	the	the	DET
hungeobull-12631	158	2	dropout	dropout	NOUN
hungeobull-12631	158	3	rate	rate	NOUN
hungeobull-12631	158	4	was	be	AUX
hungeobull-12631	158	5	set	set	VERB
hungeobull-12631	158	6	to	to	ADP
hungeobull-12631	158	7	0.4	0.4	NUM
hungeobull-12631	158	8	.	.	PUNCT
hungeobull-12631	159	1	in	in	ADP
hungeobull-12631	159	2	keras	keras	PROPN
hungeobull-12631	159	3	,	,	PUNCT
hungeobull-12631	159	4	training	train	VERB
hungeobull-12631	159	5	a	a	DET
hungeobull-12631	159	6	dl	dl	PROPN
hungeobull-12631	159	7	model	model	NOUN
hungeobull-12631	159	8	requires	require	VERB
hungeobull-12631	159	9	tuning	tune	VERB
hungeobull-12631	159	10	several	several	ADJ
hungeobull-12631	159	11	hyper	hyper	NOUN
hungeobull-12631	159	12	-	-	NOUN
hungeobull-12631	159	13	parameters	parameter	NOUN
hungeobull-12631	159	14	to	to	PART
hungeobull-12631	159	15	find	find	VERB
hungeobull-12631	159	16	the	the	DET
hungeobull-12631	159	17	optimal	optimal	ADJ
hungeobull-12631	159	18	model	model	NOUN
hungeobull-12631	159	19	,	,	PUNCT
hungeobull-12631	159	20	which	which	PRON
hungeobull-12631	159	21	include	include	VERB
hungeobull-12631	159	22	the	the	DET
hungeobull-12631	159	23	learning	learning	NOUN
hungeobull-12631	159	24	rate	rate	NOUN
hungeobull-12631	159	25	,	,	PUNCT
hungeobull-12631	159	26	batch	batch	NOUN
hungeobull-12631	159	27	size	size	NOUN
hungeobull-12631	159	28	,	,	PUNCT
hungeobull-12631	159	29	and	and	CCONJ
hungeobull-12631	159	30	optimization	optimization	NOUN
hungeobull-12631	159	31	function	function	NOUN
hungeobull-12631	159	32	.	.	PUNCT
hungeobull-12631	160	1	we	we	PRON
hungeobull-12631	160	2	considered	consider	VERB
hungeobull-12631	160	3	learning	learn	VERB
hungeobull-12631	160	4	rates	rate	NOUN
hungeobull-12631	160	5	of	of	ADP
hungeobull-12631	160	6	0.00001–0.01	0.00001–0.01	NUM
hungeobull-12631	160	7	,	,	PUNCT
hungeobull-12631	160	8	batch	batch	VERB
hungeobull-12631	160	9	sizes	size	NOUN
hungeobull-12631	160	10	of	of	ADP
hungeobull-12631	160	11	16–128	16–128	NUM
hungeobull-12631	160	12	,	,	PUNCT
hungeobull-12631	160	13	and	and	CCONJ
hungeobull-12631	160	14	the	the	DET
hungeobull-12631	160	15	adam	adam	PROPN
hungeobull-12631	160	16	optimizer	optimizer	NOUN
hungeobull-12631	160	17	,	,	PUNCT
hungeobull-12631	160	18	which	which	PRON
hungeobull-12631	160	19	uses	use	VERB
hungeobull-12631	160	20	stochastic	stochastic	ADJ
hungeobull-12631	160	21	gradient	gradient	ADJ
hungeobull-12631	160	22	descent	descent	NOUN
hungeobull-12631	160	23	to	to	PART
hungeobull-12631	160	24	optimize	optimize	VERB
hungeobull-12631	160	25	the	the	DET
hungeobull-12631	160	26	model	model	NOUN
hungeobull-12631	160	27	performance	performance	NOUN
hungeobull-12631	160	28	and	and	CCONJ
hungeobull-12631	160	29	reduce	reduce	VERB
hungeobull-12631	160	30	the	the	DET
hungeobull-12631	160	31	loss	loss	NOUN
hungeobull-12631	160	32	.	.	PUNCT
hungeobull-12631	161	1	model	model	NOUN
hungeobull-12631	161	2	evaluation	evaluation	NOUN
hungeobull-12631	161	3	we	we	PRON
hungeobull-12631	161	4	evaluated	evaluate	VERB
hungeobull-12631	161	5	the	the	DET
hungeobull-12631	161	6	model	model	NOUN
hungeobull-12631	161	7	performances	performance	NOUN
hungeobull-12631	161	8	by	by	ADP
hungeobull-12631	161	9	using	use	VERB
hungeobull-12631	161	10	several	several	ADJ
hungeobull-12631	161	11	metrics	metric	NOUN
hungeobull-12631	161	12	.	.	PUNCT
hungeobull-12631	162	1	we	we	PRON
hungeobull-12631	162	2	used	use	VERB
hungeobull-12631	162	3	the	the	DET
hungeobull-12631	162	4	r2	r2	PROPN
hungeobull-12631	162	5	value	value	NOUN
hungeobull-12631	162	6	to	to	PART
hungeobull-12631	162	7	measure	measure	VERB
hungeobull-12631	162	8	the	the	DET
hungeobull-12631	162	9	proportion	proportion	NOUN
hungeobull-12631	162	10	of	of	ADP
hungeobull-12631	162	11	variance	variance	NOUN
hungeobull-12631	162	12	explained	explain	VERB
hungeobull-12631	162	13	by	by	ADP
hungeobull-12631	162	14	each	each	DET
hungeobull-12631	162	15	model	model	NOUN
hungeobull-12631	162	16	.	.	PUNCT
hungeobull-12631	163	1	we	we	PRON
hungeobull-12631	163	2	used	use	VERB
hungeobull-12631	163	3	the	the	DET
hungeobull-12631	163	4	normalized	normalize	VERB
hungeobull-12631	163	5	root	root	NOUN
hungeobull-12631	163	6	mean	mean	VERB
hungeobull-12631	163	7	squared	square	VERB
hungeobull-12631	163	8	error	error	NOUN
hungeobull-12631	163	9	(	(	PUNCT
hungeobull-12631	163	10	nrmse%	nrmse%	NOUN
hungeobull-12631	163	11	)	)	PUNCT
hungeobull-12631	163	12	and	and	CCONJ
hungeobull-12631	163	13	root	root	NOUN
hungeobull-12631	163	14	mean	mean	VERB
hungeobull-12631	163	15	squared	square	VERB
hungeobull-12631	163	16	error	error	NOUN
hungeobull-12631	163	17	(	(	PUNCT
hungeobull-12631	163	18	nrmse	nrmse	NOUN
hungeobull-12631	163	19	)	)	PUNCT
hungeobull-12631	163	20	to	to	PART
hungeobull-12631	163	21	measure	measure	VERB
hungeobull-12631	163	22	the	the	DET
hungeobull-12631	163	23	forecasting	forecasting	NOUN
hungeobull-12631	163	24	error	error	NOUN
hungeobull-12631	163	25	as	as	ADP
hungeobull-12631	163	26	a	a	DET
hungeobull-12631	163	27	percentage	percentage	NOUN
hungeobull-12631	163	28	area	area	NOUN
hungeobull-12631	163	29	.	.	PUNCT
hungeobull-12631	164	1	we	we	PRON
hungeobull-12631	164	2	used	use	VERB
hungeobull-12631	164	3	the	the	DET
hungeobull-12631	164	4	mean	mean	ADJ
hungeobull-12631	164	5	absolute	absolute	ADJ
hungeobull-12631	164	6	error	error	NOUN
hungeobull-12631	164	7	(	(	PUNCT
hungeobull-12631	164	8	mae	mae	PROPN
hungeobull-12631	164	9	)	)	PUNCT
hungeobull-12631	164	10	,	,	PUNCT
hungeobull-12631	164	11	which	which	PRON
hungeobull-12631	164	12	represents	represent	VERB
hungeobull-12631	164	13	the	the	DET
hungeobull-12631	164	14	average	average	ADJ
hungeobull-12631	164	15	absolute	absolute	ADJ
hungeobull-12631	164	16	difference	difference	NOUN
hungeobull-12631	164	17	between	between	ADP
hungeobull-12631	164	18	the	the	DET
hungeobull-12631	164	19	forecasted	forecast	VERB
hungeobull-12631	164	20	and	and	CCONJ
hungeobull-12631	164	21	actual	actual	ADJ
hungeobull-12631	164	22	values	value	NOUN
hungeobull-12631	164	23	,	,	PUNCT
hungeobull-12631	164	24	and	and	CCONJ
hungeobull-12631	164	25	the	the	DET
hungeobull-12631	164	26	mean	mean	ADJ
hungeobull-12631	164	27	squared	square	VERB
hungeobull-12631	164	28	error	error	NOUN
hungeobull-12631	164	29	(	(	PUNCT
hungeobull-12631	164	30	mse	mse	NOUN
hungeobull-12631	164	31	)	)	PUNCT
hungeobull-12631	164	32	,	,	PUNCT
hungeobull-12631	164	33	which	which	PRON
hungeobull-12631	164	34	measures	measure	VERB
hungeobull-12631	164	35	the	the	DET
hungeobull-12631	164	36	average	average	ADJ
hungeobull-12631	164	37	squared	squared	ADJ
hungeobull-12631	164	38	difference	difference	NOUN
hungeobull-12631	164	39	between	between	ADP
hungeobull-12631	164	40	the	the	DET
hungeobull-12631	164	41	forecasted	forecast	VERB
hungeobull-12631	164	42	and	and	CCONJ
hungeobull-12631	164	43	actual	actual	ADJ
hungeobull-12631	164	44	values	value	NOUN
hungeobull-12631	164	45	.	.	PUNCT
hungeobull-12631	165	1	these	these	DET
hungeobull-12631	165	2	metrics	metric	NOUN
hungeobull-12631	165	3	are	be	AUX
hungeobull-12631	165	4	calculated	calculate	VERB
hungeobull-12631	165	5	as	as	SCONJ
hungeobull-12631	165	6	follows	follow	VERB
hungeobull-12631	165	7	:	:	PUNCT
hungeobull-12631	165	8	(	(	PUNCT
hungeobull-12631	165	9	1	1	X
hungeobull-12631	165	10	)	)	PUNCT
hungeobull-12631	165	11	(	(	PUNCT
hungeobull-12631	165	12	2	2	NUM
hungeobull-12631	165	13	)	)	PUNCT
hungeobull-12631	165	14	(	(	PUNCT
hungeobull-12631	165	15	3	3	X
hungeobull-12631	165	16	)	)	PUNCT
hungeobull-12631	165	17	(	(	PUNCT
hungeobull-12631	165	18	4	4	NUM
hungeobull-12631	165	19	)	)	PUNCT
hungeobull-12631	165	20	(	(	PUNCT
hungeobull-12631	165	21	5	5	X
hungeobull-12631	165	22	)	)	PUNCT
hungeobull-12631	165	23	these	these	DET
hungeobull-12631	165	24	metrics	metric	NOUN
hungeobull-12631	165	25	can	can	AUX
hungeobull-12631	165	26	be	be	AUX
hungeobull-12631	165	27	used	use	VERB
hungeobull-12631	165	28	to	to	PART
hungeobull-12631	165	29	quantify	quantify	VERB
hungeobull-12631	165	30	the	the	DET
hungeobull-12631	165	31	probability	probability	NOUN
hungeobull-12631	165	32	that	that	SCONJ
hungeobull-12631	165	33	a	a	DET
hungeobull-12631	165	34	model	model	NOUN
hungeobull-12631	165	35	correctly	correctly	ADV
hungeobull-12631	165	36	forecasts	forecast	VERB
hungeobull-12631	165	37	new	new	ADJ
hungeobull-12631	165	38	samples	sample	NOUN
hungeobull-12631	165	39	from	from	ADP
hungeobull-12631	165	40	the	the	DET
hungeobull-12631	165	41	underlying	underlie	VERB
hungeobull-12631	165	42	data	data	NOUN
hungeobull-12631	165	43	distribution	distribution	NOUN
hungeobull-12631	165	44	.	.	PUNCT
hungeobull-12631	166	1	the	the	DET
hungeobull-12631	166	2	residuals	residual	NOUN
hungeobull-12631	166	3	(	(	PUNCT
hungeobull-12631	166	4	ri	ri	NOUN
hungeobull-12631	166	5	)	)	PUNCT
hungeobull-12631	166	6	are	be	AUX
hungeobull-12631	166	7	the	the	DET
hungeobull-12631	166	8	differences	difference	NOUN
hungeobull-12631	166	9	between	between	ADP
hungeobull-12631	166	10	the	the	DET
hungeobull-12631	166	11	predicted	predict	VERB
hungeobull-12631	166	12	values	value	NOUN
hungeobull-12631	166	13	(	(	PUNCT
hungeobull-12631	166	14	ypi	ypi	NOUN
hungeobull-12631	166	15	)	)	PUNCT
hungeobull-12631	166	16	and	and	CCONJ
hungeobull-12631	166	17	actual	actual	ADJ
hungeobull-12631	166	18	labels	label	NOUN
hungeobull-12631	166	19	(	(	PUNCT
hungeobull-12631	166	20	yi	yi	NOUN
hungeobull-12631	166	21	)	)	PUNCT
hungeobull-12631	166	22	as	as	ADV
hungeobull-12631	166	23	well	well	ADV
hungeobull-12631	166	24	as	as	ADP
hungeobull-12631	166	25	the	the	DET
hungeobull-12631	166	26	average	average	NOUN
hungeobull-12631	166	27	of	of	ADP
hungeobull-12631	166	28	the	the	DET
hungeobull-12631	166	29	labels	label	NOUN
hungeobull-12631	166	30	(	(	PUNCT
hungeobull-12631	166	31	y	y	NOUN
hungeobull-12631	166	32	)	)	PUNCT
hungeobull-12631	166	33	.	.	PUNCT
hungeobull-12631	167	1	results	result	VERB
hungeobull-12631	167	2	input	input	VERB
hungeobull-12631	167	3	feature	feature	NOUN
hungeobull-12631	167	4	importance	importance	NOUN
hungeobull-12631	167	5	we	we	PRON
hungeobull-12631	167	6	identified	identify	VERB
hungeobull-12631	167	7	surface	surface	NOUN
hungeobull-12631	167	8	reflectance	reflectance	NOUN
hungeobull-12631	167	9	(	(	PUNCT
hungeobull-12631	167	10	sr	sr	PROPN
hungeobull-12631	167	11	)	)	PUNCT
hungeobull-12631	167	12	band	band	NOUN
hungeobull-12631	167	13	2	2	NUM
hungeobull-12631	167	14	,	,	PUNCT
hungeobull-12631	167	15	evi	evi	NOUN
hungeobull-12631	167	16	,	,	PUNCT
hungeobull-12631	167	17	and	and	CCONJ
hungeobull-12631	167	18	ndvi	ndvi	NOUN
hungeobull-12631	167	19	as	as	ADP
hungeobull-12631	167	20	the	the	DET
hungeobull-12631	167	21	most	most	ADV
hungeobull-12631	167	22	influential	influential	ADJ
hungeobull-12631	167	23	input	input	NOUN
hungeobull-12631	167	24	features	feature	NOUN
hungeobull-12631	167	25	with	with	ADP
hungeobull-12631	167	26	importance	importance	NOUN
hungeobull-12631	167	27	scores	score	NOUN
hungeobull-12631	167	28	of	of	ADP
hungeobull-12631	167	29	0.30	0.30	NUM
hungeobull-12631	167	30	,	,	PUNCT
hungeobull-12631	167	31	0.29	0.29	NUM
hungeobull-12631	167	32	,	,	PUNCT
hungeobull-12631	167	33	and	and	CCONJ
hungeobull-12631	167	34	0.13	0.13	NUM
hungeobull-12631	167	35	,	,	PUNCT
hungeobull-12631	167	36	respectively	respectively	ADV
hungeobull-12631	167	37	(	(	PUNCT
hungeobull-12631	167	38	figure	figure	NOUN
hungeobull-12631	167	39	5	5	NUM
hungeobull-12631	167	40	)	)	PUNCT
hungeobull-12631	167	41	.	.	PUNCT
hungeobull-12631	168	1	these	these	DET
hungeobull-12631	168	2	input	input	NOUN
hungeobull-12631	168	3	features	feature	NOUN
hungeobull-12631	168	4	exhibited	exhibit	VERB
hungeobull-12631	168	5	strong	strong	ADJ
hungeobull-12631	168	6	predictive	predictive	ADJ
hungeobull-12631	168	7	power	power	NOUN
hungeobull-12631	168	8	,	,	PUNCT
hungeobull-12631	168	9	which	which	PRON
hungeobull-12631	168	10	indicates	indicate	VERB
hungeobull-12631	168	11	their	their	PRON
hungeobull-12631	168	12	significance	significance	NOUN
hungeobull-12631	168	13	to	to	ADP
hungeobull-12631	168	14	the	the	DET
hungeobull-12631	168	15	crop	crop	NOUN
hungeobull-12631	168	16	yield	yield	NOUN
hungeobull-12631	168	17	.	.	PUNCT
hungeobull-12631	169	1	the	the	DET
hungeobull-12631	169	2	lst	lst	NOUN
hungeobull-12631	169	3	was	be	AUX
hungeobull-12631	169	4	found	find	VERB
hungeobull-12631	169	5	to	to	PART
hungeobull-12631	169	6	have	have	VERB
hungeobull-12631	169	7	moderate	moderate	ADJ
hungeobull-12631	169	8	importance	importance	NOUN
hungeobull-12631	169	9	with	with	ADP
hungeobull-12631	169	10	a	a	DET
hungeobull-12631	169	11	score	score	NOUN
hungeobull-12631	169	12	of	of	ADP
hungeobull-12631	169	13	0.08	0.08	NUM
hungeobull-12631	169	14	.	.	PUNCT
hungeobull-12631	170	1	conversely	conversely	ADV
hungeobull-12631	170	2	,	,	PUNCT
hungeobull-12631	170	3	climatic	climatic	ADJ
hungeobull-12631	170	4	data	datum	NOUN
hungeobull-12631	170	5	and	and	CCONJ
hungeobull-12631	170	6	other	other	ADJ
hungeobull-12631	170	7	sr	sr	PROPN
hungeobull-12631	170	8	bands	band	NOUN
hungeobull-12631	170	9	had	have	VERB
hungeobull-12631	170	10	relatively	relatively	ADV
hungeobull-12631	170	11	low	low	ADJ
hungeobull-12631	170	12	importance	importance	NOUN
hungeobull-12631	170	13	scores	score	NOUN
hungeobull-12631	170	14	of	of	ADP
hungeobull-12631	170	15	0.01–0.05	0.01–0.05	NOUN
hungeobull-12631	170	16	.	.	PUNCT
hungeobull-12631	171	1	these	these	DET
hungeobull-12631	171	2	findings	finding	NOUN
hungeobull-12631	171	3	emphasize	emphasize	VERB
hungeobull-12631	171	4	the	the	DET
hungeobull-12631	171	5	potential	potential	NOUN
hungeobull-12631	171	6	of	of	ADP
hungeobull-12631	171	7	incorporating	incorporate	VERB
hungeobull-12631	171	8	modis	modis	PROPN
hungeobull-12631	171	9	lst	lst	PROPN
hungeobull-12631	171	10	and	and	CCONJ
hungeobull-12631	171	11	sr	sr	PROPN
hungeobull-12631	171	12	data	datum	NOUN
hungeobull-12631	171	13	with	with	ADP
hungeobull-12631	171	14	climatic	climatic	ADJ
hungeobull-12631	171	15	data	datum	NOUN
hungeobull-12631	171	16	to	to	PART
hungeobull-12631	171	17	enhance	enhance	VERB
hungeobull-12631	171	18	the	the	DET
hungeobull-12631	171	19	accuracy	accuracy	NOUN
hungeobull-12631	171	20	of	of	ADP
hungeobull-12631	171	21	crop	crop	NOUN
hungeobull-12631	171	22	yield	yield	NOUN
hungeobull-12631	171	23	forecasting	forecasting	NOUN
hungeobull-12631	171	24	models	model	NOUN
hungeobull-12631	171	25	.	.	PUNCT
hungeobull-12631	172	1	fig	fig	NOUN
hungeobull-12631	172	2	.	.	PUNCT
hungeobull-12631	173	1	4	4	NUM
hungeobull-12631	173	2	.	.	X
hungeobull-12631	173	3	1d	1d	NUM
hungeobull-12631	173	4	-	-	PUNCT
hungeobull-12631	173	5	cnn	cnn	PROPN
hungeobull-12631	173	6	model	model	NOUN
hungeobull-12631	173	7	architecture	architecture	NOUN
hungeobull-12631	173	8	391farmonov	391farmonov	PROPN
hungeobull-12631	173	9	,	,	PUNCT
hungeobull-12631	173	10	n.	n.	NOUN
hungeobull-12631	173	11	et	et	PROPN
hungeobull-12631	173	12	al	al	PROPN
hungeobull-12631	173	13	.	.	PUNCT
hungeobull-12631	174	1	hungarian	hungarian	ADJ
hungeobull-12631	174	2	geographical	geographical	ADJ
hungeobull-12631	174	3	bulletin	bulletin	NOUN
hungeobull-12631	174	4	72	72	NUM
hungeobull-12631	174	5	(	(	PUNCT
hungeobull-12631	174	6	2023	2023	NUM
hungeobull-12631	174	7	)	)	PUNCT
hungeobull-12631	174	8	(	(	PUNCT
hungeobull-12631	174	9	4	4	X
hungeobull-12631	174	10	)	)	PUNCT
hungeobull-12631	174	11	383–398	383–398	NUM
hungeobull-12631	174	12	.	.	PUNCT
hungeobull-12631	175	1	performance	performance	NOUN
hungeobull-12631	175	2	comparison	comparison	NOUN
hungeobull-12631	175	3	of	of	ADP
hungeobull-12631	175	4	machine	machine	NOUN
hungeobull-12631	175	5	learning	learning	NOUN
hungeobull-12631	175	6	models	model	NOUN
hungeobull-12631	175	7	the	the	DET
hungeobull-12631	175	8	rf	rf	NOUN
hungeobull-12631	175	9	model	model	NOUN
hungeobull-12631	175	10	consistently	consistently	ADV
hungeobull-12631	175	11	demonstrated	demonstrate	VERB
hungeobull-12631	175	12	the	the	DET
hungeobull-12631	175	13	best	good	ADJ
hungeobull-12631	175	14	performance	performance	NOUN
hungeobull-12631	175	15	across	across	ADP
hungeobull-12631	175	16	all	all	DET
hungeobull-12631	175	17	metrics	metric	NOUN
hungeobull-12631	175	18	(	(	PUNCT
hungeobull-12631	175	19	figure	figure	VERB
hungeobull-12631	175	20	6	6	NUM
hungeobull-12631	175	21	)	)	PUNCT
hungeobull-12631	175	22	.	.	PUNCT
hungeobull-12631	176	1	the	the	DET
hungeobull-12631	176	2	rf	rf	NOUN
hungeobull-12631	176	3	model	model	NOUN
hungeobull-12631	176	4	had	have	VERB
hungeobull-12631	176	5	the	the	DET
hungeobull-12631	176	6	highest	high	ADJ
hungeobull-12631	176	7	r2	r2	NOUN
hungeobull-12631	176	8	value	value	NOUN
hungeobull-12631	176	9	of	of	ADP
hungeobull-12631	176	10	0.75	0.75	NUM
hungeobull-12631	176	11	,	,	PUNCT
hungeobull-12631	176	12	which	which	PRON
hungeobull-12631	176	13	surpassed	surpass	VERB
hungeobull-12631	176	14	the	the	DET
hungeobull-12631	176	15	r2	r2	PROPN
hungeobull-12631	176	16	values	value	NOUN
hungeobull-12631	176	17	of	of	ADP
hungeobull-12631	176	18	xgboost	xgboost	PROPN
hungeobull-12631	176	19	(	(	PUNCT
hungeobull-12631	176	20	0.70	0.70	NUM
hungeobull-12631	176	21	)	)	PUNCT
hungeobull-12631	176	22	,	,	PUNCT
hungeobull-12631	176	23	dtr	dtr	X
hungeobull-12631	176	24	(	(	PUNCT
hungeobull-12631	176	25	0.59	0.59	NUM
hungeobull-12631	176	26	)	)	PUNCT
hungeobull-12631	176	27	,	,	PUNCT
hungeobull-12631	176	28	and	and	CCONJ
hungeobull-12631	176	29	lasso	lasso	NOUN
hungeobull-12631	176	30	regression	regression	NOUN
hungeobull-12631	176	31	(	(	PUNCT
hungeobull-12631	176	32	0.60	0.60	NUM
hungeobull-12631	176	33	)	)	PUNCT
hungeobull-12631	176	34	.	.	PUNCT
hungeobull-12631	177	1	the	the	DET
hungeobull-12631	177	2	rf	rf	NOUN
hungeobull-12631	177	3	model	model	NOUN
hungeobull-12631	177	4	also	also	ADV
hungeobull-12631	177	5	had	have	VERB
hungeobull-12631	177	6	the	the	DET
hungeobull-12631	177	7	lowest	low	ADJ
hungeobull-12631	177	8	rmse	rmse	NOUN
hungeobull-12631	177	9	of	of	ADP
hungeobull-12631	177	10	0.342	0.342	NUM
hungeobull-12631	177	11	t	t	PROPN
hungeobull-12631	177	12	/	/	SYM
hungeobull-12631	177	13	ha	ha	PROPN
hungeobull-12631	177	14	,	,	PUNCT
hungeobull-12631	177	15	mae	mae	PROPN
hungeobull-12631	177	16	of	of	ADP
hungeobull-12631	177	17	0.264	0.264	NUM
hungeobull-12631	177	18	t	t	PROPN
hungeobull-12631	177	19	/	/	SYM
hungeobull-12631	177	20	ha	ha	INTJ
hungeobull-12631	177	21	,	,	PUNCT
hungeobull-12631	177	22	mse	mse	NOUN
hungeobull-12631	177	23	of	of	ADP
hungeobull-12631	177	24	0.117	0.117	NUM
hungeobull-12631	177	25	t	t	PROPN
hungeobull-12631	177	26	/	/	SYM
hungeobull-12631	177	27	ha	ha	INTJ
hungeobull-12631	177	28	,	,	PUNCT
hungeobull-12631	177	29	and	and	CCONJ
hungeobull-12631	177	30	nrmse	nrmse	NOUN
hungeobull-12631	177	31	of	of	ADP
hungeobull-12631	177	32	8.4	8.4	NUM
hungeobull-12631	177	33	percent	percent	NOUN
hungeobull-12631	177	34	.	.	PUNCT
hungeobull-12631	178	1	xgboost	xgboost	PROPN
hungeobull-12631	178	2	had	have	VERB
hungeobull-12631	178	3	the	the	DET
hungeobull-12631	178	4	second	second	ADV
hungeobull-12631	178	5	-	-	PUNCT
hungeobull-12631	178	6	best	good	ADJ
hungeobull-12631	178	7	performance	performance	NOUN
hungeobull-12631	178	8	with	with	ADP
hungeobull-12631	178	9	an	an	DET
hungeobull-12631	178	10	rmse	rmse	NOUN
hungeobull-12631	178	11	of	of	ADP
hungeobull-12631	178	12	0.373	0.373	NUM
hungeobull-12631	178	13	t	t	PROPN
hungeobull-12631	178	14	/	/	SYM
hungeobull-12631	178	15	ha	ha	PROPN
hungeobull-12631	178	16	,	,	PUNCT
hungeobull-12631	178	17	mae	mae	PROPN
hungeobull-12631	178	18	of	of	ADP
hungeobull-12631	178	19	0.287	0.287	NUM
hungeobull-12631	178	20	t	t	PROPN
hungeobull-12631	178	21	/	/	SYM
hungeobull-12631	178	22	ha	ha	INTJ
hungeobull-12631	178	23	,	,	PUNCT
hungeobull-12631	178	24	mse	mse	NOUN
hungeobull-12631	178	25	of	of	ADP
hungeobull-12631	178	26	0.139	0.139	NUM
hungeobull-12631	178	27	t	t	PROPN
hungeobull-12631	178	28	/	/	SYM
hungeobull-12631	178	29	ha	ha	INTJ
hungeobull-12631	178	30	,	,	PUNCT
hungeobull-12631	178	31	and	and	CCONJ
hungeobull-12631	178	32	nrmse	nrmse	NOUN
hungeobull-12631	178	33	of	of	ADP
hungeobull-12631	178	34	9.15	9.15	NUM
hungeobull-12631	178	35	percent	percent	NOUN
hungeobull-12631	178	36	.	.	PUNCT
hungeobull-12631	179	1	therefore	therefore	ADV
hungeobull-12631	179	2	,	,	PUNCT
hungeobull-12631	179	3	the	the	DET
hungeobull-12631	179	4	rf	rf	NOUN
hungeobull-12631	179	5	model	model	NOUN
hungeobull-12631	179	6	was	be	AUX
hungeobull-12631	179	7	selected	select	VERB
hungeobull-12631	179	8	for	for	ADP
hungeobull-12631	179	9	forecasting	forecast	VERB
hungeobull-12631	179	10	the	the	DET
hungeobull-12631	179	11	soybean	soybean	NOUN
hungeobull-12631	179	12	yield	yield	NOUN
hungeobull-12631	179	13	.	.	PUNCT
hungeobull-12631	180	1	crop	crop	NOUN
hungeobull-12631	180	2	yield	yield	NOUN
hungeobull-12631	180	3	forecasting	forecast	VERB
hungeobull-12631	180	4	the	the	DET
hungeobull-12631	180	5	year	year	NOUN
hungeobull-12631	180	6	-	-	PUNCT
hungeobull-12631	180	7	to	to	ADP
hungeobull-12631	180	8	-	-	PUNCT
hungeobull-12631	180	9	year	year	NOUN
hungeobull-12631	180	10	results	result	NOUN
hungeobull-12631	180	11	indicated	indicate	VERB
hungeobull-12631	180	12	that	that	SCONJ
hungeobull-12631	180	13	the	the	DET
hungeobull-12631	180	14	rf	rf	NOUN
hungeobull-12631	180	15	model	model	NOUN
hungeobull-12631	180	16	achieved	achieve	VERB
hungeobull-12631	180	17	mae	mae	PROPN
hungeobull-12631	180	18	values	value	NOUN
hungeobull-12631	180	19	of	of	ADP
hungeobull-12631	180	20	0.112	0.112	NUM
hungeobull-12631	180	21	–	–	PUNCT
hungeobull-12631	180	22	0.119	0.119	NUM
hungeobull-12631	180	23	t	t	PROPN
hungeobull-12631	180	24	/	/	SYM
hungeobull-12631	180	25	ha	ha	INTJ
hungeobull-12631	180	26	,	,	PUNCT
hungeobull-12631	180	27	rmse	rmse	ADJ
hungeobull-12631	180	28	values	value	NOUN
hungeobull-12631	180	29	of	of	ADP
hungeobull-12631	180	30	0.334–0.345	0.334–0.345	NUM
hungeobull-12631	180	31	t	t	PROPN
hungeobull-12631	180	32	/	/	SYM
hungeobull-12631	180	33	ha	ha	INTJ
hungeobull-12631	180	34	,	,	PUNCT
hungeobull-12631	180	35	r2	r2	NOUN
hungeobull-12631	180	36	values	value	NOUN
hungeobull-12631	180	37	of	of	ADP
hungeobull-12631	180	38	0.75–0.77	0.75–0.77	NUM
hungeobull-12631	180	39	,	,	PUNCT
hungeobull-12631	180	40	and	and	CCONJ
hungeobull-12631	180	41	nrmse%	nrmse%	NUM
hungeobull-12631	180	42	values	value	NOUN
hungeobull-12631	180	43	of	of	ADP
hungeobull-12631	180	44	7.85–8.46	7.85–8.46	NUM
hungeobull-12631	180	45	percent	percent	NOUN
hungeobull-12631	180	46	(	(	PUNCT
hungeobull-12631	180	47	figure	figure	NOUN
hungeobull-12631	180	48	7	7	NUM
hungeobull-12631	180	49	)	)	PUNCT
hungeobull-12631	180	50	.	.	PUNCT
hungeobull-12631	181	1	the	the	DET
hungeobull-12631	181	2	best	good	ADJ
hungeobull-12631	181	3	results	result	NOUN
hungeobull-12631	181	4	were	be	AUX
hungeobull-12631	181	5	obtained	obtain	VERB
hungeobull-12631	181	6	in	in	ADP
hungeobull-12631	181	7	2021	2021	NUM
hungeobull-12631	181	8	,	,	PUNCT
hungeobull-12631	181	9	for	for	ADP
hungeobull-12631	181	10	which	which	PRON
hungeobull-12631	181	11	the	the	DET
hungeobull-12631	181	12	rf	rf	NOUN
hungeobull-12631	181	13	model	model	NOUN
hungeobull-12631	181	14	achieved	achieve	VERB
hungeobull-12631	181	15	a	a	DET
hungeobull-12631	181	16	mae	mae	PROPN
hungeobull-12631	181	17	of	of	ADP
hungeobull-12631	181	18	0.112	0.112	NUM
hungeobull-12631	181	19	t	t	PROPN
hungeobull-12631	181	20	/	/	SYM
hungeobull-12631	181	21	ha	ha	INTJ
hungeobull-12631	181	22	,	,	PUNCT
hungeobull-12631	181	23	rmse	rmse	NOUN
hungeobull-12631	181	24	of	of	ADP
hungeobull-12631	181	25	0.334	0.334	NUM
hungeobull-12631	181	26	t	t	PROPN
hungeobull-12631	181	27	/	/	SYM
hungeobull-12631	181	28	ha	ha	INTJ
hungeobull-12631	181	29	,	,	PUNCT
hungeobull-12631	181	30	r2	r2	PROPN
hungeobull-12631	181	31	of	of	ADP
hungeobull-12631	181	32	0.77	0.77	NUM
hungeobull-12631	181	33	,	,	PUNCT
hungeobull-12631	181	34	and	and	CCONJ
hungeobull-12631	181	35	nrmse%	nrmse%	PUNCT
hungeobull-12631	181	36	of	of	ADP
hungeobull-12631	181	37	7.85	7.85	NUM
hungeobull-12631	181	38	percent	percent	NOUN
hungeobull-12631	181	39	.	.	PUNCT
hungeobull-12631	182	1	1d	1d	NUM
hungeobull-12631	182	2	-	-	PUNCT
hungeobull-12631	182	3	cnn	cnn	PROPN
hungeobull-12631	182	4	performance	performance	NOUN
hungeobull-12631	182	5	the	the	DET
hungeobull-12631	182	6	1d	1d	NUM
hungeobull-12631	182	7	-	-	PUNCT
hungeobull-12631	182	8	cnn	cnn	PROPN
hungeobull-12631	182	9	model	model	NOUN
hungeobull-12631	182	10	was	be	AUX
hungeobull-12631	182	11	also	also	ADV
hungeobull-12631	182	12	applied	apply	VERB
hungeobull-12631	182	13	to	to	ADP
hungeobull-12631	182	14	forecasting	forecast	VERB
hungeobull-12631	182	15	the	the	DET
hungeobull-12631	182	16	soybean	soybean	NOUN
hungeobull-12631	182	17	yield	yield	NOUN
hungeobull-12631	182	18	in	in	ADP
hungeobull-12631	182	19	the	the	DET
hungeobull-12631	182	20	study	study	NOUN
hungeobull-12631	182	21	area	area	NOUN
hungeobull-12631	182	22	.	.	PUNCT
hungeobull-12631	183	1	table	table	NOUN
hungeobull-12631	183	2	2	2	NUM
hungeobull-12631	183	3	presents	present	VERB
hungeobull-12631	183	4	the	the	DET
hungeobull-12631	183	5	forecasting	forecasting	NOUN
hungeobull-12631	183	6	results	result	NOUN
hungeobull-12631	183	7	for	for	ADP
hungeobull-12631	183	8	2017–2021	2017–2021	NUM
hungeobull-12631	183	9	.	.	PUNCT
hungeobull-12631	184	1	overall	overall	ADV
hungeobull-12631	184	2	,	,	PUNCT
hungeobull-12631	184	3	the	the	DET
hungeobull-12631	184	4	1d	1d	NUM
hungeobull-12631	184	5	-	-	PUNCT
hungeobull-12631	184	6	cnn	cnn	PROPN
hungeobull-12631	184	7	model	model	NOUN
hungeobull-12631	184	8	performed	perform	VERB
hungeobull-12631	184	9	better	well	ADV
hungeobull-12631	184	10	than	than	ADP
hungeobull-12631	184	11	classical	classical	ADJ
hungeobull-12631	184	12	ml	ml	NOUN
hungeobull-12631	184	13	models	model	NOUN
hungeobull-12631	184	14	with	with	ADP
hungeobull-12631	184	15	mse	mse	NOUN
hungeobull-12631	184	16	values	value	NOUN
hungeobull-12631	184	17	of	of	ADP
hungeobull-12631	184	18	0.076–0.108	0.076–0.108	PROPN
hungeobull-12631	184	19	t	t	PROPN
hungeobull-12631	184	20	/	/	SYM
hungeobull-12631	184	21	ha	ha	INTJ
hungeobull-12631	184	22	and	and	CCONJ
hungeobull-12631	184	23	r2	r2	PROPN
hungeobull-12631	184	24	values	value	NOUN
hungeobull-12631	184	25	of	of	ADP
hungeobull-12631	184	26	0.76–0.86	0.76–0.86	NUM
hungeobull-12631	184	27	.	.	PUNCT
hungeobull-12631	185	1	the	the	DET
hungeobull-12631	185	2	highest	high	ADJ
hungeobull-12631	185	3	r2	r2	NOUN
hungeobull-12631	185	4	value	value	NOUN
hungeobull-12631	185	5	was	be	AUX
hungeobull-12631	185	6	in	in	ADP
hungeobull-12631	185	7	2021	2021	NUM
hungeobull-12631	185	8	while	while	SCONJ
hungeobull-12631	185	9	the	the	DET
hungeobull-12631	185	10	lowest	low	ADJ
hungeobull-12631	185	11	r2	r2	NOUN
hungeobull-12631	185	12	value	value	NOUN
hungeobull-12631	185	13	was	be	AUX
hungeobull-12631	185	14	in	in	ADP
hungeobull-12631	185	15	2019	2019	NUM
hungeobull-12631	185	16	.	.	PUNCT
hungeobull-12631	186	1	the	the	DET
hungeobull-12631	186	2	scatterplots	scatterplot	NOUN
hungeobull-12631	186	3	of	of	ADP
hungeobull-12631	186	4	the	the	DET
hungeobull-12631	186	5	actual	actual	ADJ
hungeobull-12631	186	6	and	and	CCONJ
hungeobull-12631	186	7	forecasted	forecast	VERB
hungeobull-12631	186	8	yields	yield	NOUN
hungeobull-12631	186	9	were	be	AUX
hungeobull-12631	186	10	created	create	VERB
hungeobull-12631	186	11	for	for	ADP
hungeobull-12631	186	12	2017–2021	2017–2021	NUM
hungeobull-12631	186	13	(	(	PUNCT
hungeobull-12631	186	14	figure	figure	NOUN
hungeobull-12631	186	15	8)	8)	NUM
hungeobull-12631	186	16	.	.	PUNCT
hungeobull-12631	187	1	spatial	spatial	ADJ
hungeobull-12631	187	2	patterns	pattern	NOUN
hungeobull-12631	187	3	of	of	ADP
hungeobull-12631	187	4	crop	crop	NOUN
hungeobull-12631	187	5	yield	yield	NOUN
hungeobull-12631	187	6	forecasts	forecast	NOUN
hungeobull-12631	187	7	spatial	spatial	ADJ
hungeobull-12631	187	8	distribution	distribution	NOUN
hungeobull-12631	187	9	of	of	ADP
hungeobull-12631	187	10	the	the	DET
hungeobull-12631	187	11	forecasted	forecast	VERB
hungeobull-12631	187	12	soybean	soybean	NOUN
hungeobull-12631	187	13	yields	yield	NOUN
hungeobull-12631	187	14	was	be	AUX
hungeobull-12631	187	15	generated	generate	VERB
hungeobull-12631	187	16	over	over	ADP
hungeobull-12631	187	17	the	the	DET
hungeobull-12631	187	18	period	period	NOUN
hungeobull-12631	187	19	of	of	ADP
hungeobull-12631	187	20	2017–2021	2017–2021	NUM
hungeobull-12631	187	21	with	with	ADP
hungeobull-12631	187	22	the	the	DET
hungeobull-12631	187	23	rf	rf	ADJ
hungeobull-12631	187	24	model	model	NOUN
hungeobull-12631	187	25	(	(	PUNCT
hungeobull-12631	187	26	figure	figure	NOUN
hungeobull-12631	187	27	9	9	NUM
hungeobull-12631	187	28	)	)	PUNCT
hungeobull-12631	187	29	.	.	PUNCT
hungeobull-12631	188	1	the	the	DET
hungeobull-12631	188	2	soybean	soybean	NOUN
hungeobull-12631	188	3	yield	yield	NOUN
hungeobull-12631	188	4	was	be	AUX
hungeobull-12631	188	5	forecasted	forecast	VERB
hungeobull-12631	188	6	as	as	ADP
hungeobull-12631	188	7	exceptionally	exceptionally	ADV
hungeobull-12631	188	8	high	high	ADJ
hungeobull-12631	188	9	in	in	ADP
hungeobull-12631	188	10	the	the	DET
hungeobull-12631	188	11	central	central	ADJ
hungeobull-12631	188	12	and	and	CCONJ
hungeobull-12631	188	13	northeast	northeast	ADV
hungeobull-12631	188	14	(	(	PUNCT
hungeobull-12631	188	15	i.e.	i.e.	X
hungeobull-12631	188	16	,	,	PUNCT
hungeobull-12631	188	17	iowa	iowa	PROPN
hungeobull-12631	188	18	,	,	PUNCT
hungeobull-12631	188	19	indiana	indiana	PROPN
hungeobull-12631	188	20	,	,	PUNCT
hungeobull-12631	188	21	and	and	CCONJ
hungeobull-12631	188	22	nebraska	nebraska	PROPN
hungeobull-12631	188	23	)	)	PUNCT
hungeobull-12631	188	24	at	at	ADP
hungeobull-12631	188	25	1–5	1–5	PROPN
hungeobull-12631	188	26	t	t	PROPN
hungeobull-12631	188	27	/	/	SYM
hungeobull-12631	188	28	ha	ha	INTJ
hungeobull-12631	188	29	while	while	SCONJ
hungeobull-12631	188	30	the	the	DET
hungeobull-12631	188	31	observed	observe	VERB
hungeobull-12631	188	32	yield	yield	NOUN
hungeobull-12631	188	33	was	be	AUX
hungeobull-12631	188	34	1.0–4.5	1.0–4.5	NUM
hungeobull-12631	188	35	t	t	PROPN
hungeobull-12631	188	36	/	/	SYM
hungeobull-12631	188	37	ha	ha	INTJ
hungeobull-12631	188	38	.	.	PUNCT
hungeobull-12631	189	1	the	the	DET
hungeobull-12631	189	2	error	error	NOUN
hungeobull-12631	189	3	between	between	ADP
hungeobull-12631	189	4	the	the	DET
hungeobull-12631	189	5	observed	observe	VERB
hungeobull-12631	189	6	and	and	CCONJ
hungeobull-12631	189	7	forecasted	forecast	VERB
hungeobull-12631	189	8	yields	yield	NOUN
hungeobull-12631	189	9	was	be	AUX
hungeobull-12631	189	10	minimal	minimal	ADJ
hungeobull-12631	189	11	,	,	PUNCT
hungeobull-12631	189	12	which	which	PRON
hungeobull-12631	189	13	indicated	indicate	VERB
hungeobull-12631	189	14	a	a	DET
hungeobull-12631	189	15	high	high	ADJ
hungeobull-12631	189	16	level	level	NOUN
hungeobull-12631	189	17	of	of	ADP
hungeobull-12631	189	18	accuracy	accuracy	NOUN
hungeobull-12631	189	19	.	.	PUNCT
hungeobull-12631	190	1	the	the	DET
hungeobull-12631	190	2	south	south	NOUN
hungeobull-12631	190	3	(	(	PUNCT
hungeobull-12631	190	4	i.e.	i.e.	X
hungeobull-12631	190	5	,	,	PUNCT
hungeobull-12631	190	6	arkansas	arkansas	PROPN
hungeobull-12631	190	7	and	and	CCONJ
hungeobull-12631	190	8	mississippi	mississippi	PROPN
hungeobull-12631	190	9	)	)	PUNCT
hungeobull-12631	190	10	was	be	AUX
hungeobull-12631	190	11	forecasted	forecast	VERB
hungeobull-12631	190	12	with	with	ADP
hungeobull-12631	190	13	an	an	DET
hungeobull-12631	190	14	average	average	ADJ
hungeobull-12631	190	15	soybean	soybean	NOUN
hungeobull-12631	190	16	yield	yield	NOUN
hungeobull-12631	190	17	of	of	ADP
hungeobull-12631	190	18	2.0–3.5	2.0–3.5	NUM
hungeobull-12631	190	19	t	t	PROPN
hungeobull-12631	190	20	/	/	SYM
hungeobull-12631	190	21	ha	ha	INTJ
hungeobull-12631	190	22	,	,	PUNCT
hungeobull-12631	190	23	while	while	SCONJ
hungeobull-12631	190	24	ohio	ohio	PROPN
hungeobull-12631	190	25	in	in	ADP
hungeobull-12631	190	26	the	the	DET
hungeobull-12631	190	27	west	west	NOUN
hungeobull-12631	190	28	was	be	AUX
hungeobull-12631	190	29	forecasted	forecast	VERB
hungeobull-12631	190	30	with	with	ADP
hungeobull-12631	190	31	a	a	DET
hungeobull-12631	190	32	soybean	soybean	NOUN
hungeobull-12631	190	33	yield	yield	NOUN
hungeobull-12631	190	34	of	of	ADP
hungeobull-12631	190	35	2.5–3.5	2.5–3.5	NUM
hungeobull-12631	190	36	t	t	NOUN
hungeobull-12631	190	37	/	/	SYM
hungeobull-12631	190	38	ha	ha	INTJ
hungeobull-12631	190	39	.	.	PUNCT
hungeobull-12631	191	1	the	the	DET
hungeobull-12631	191	2	north	north	NOUN
hungeobull-12631	191	3	(	(	PUNCT
hungeobull-12631	191	4	i.e.	i.e.	X
hungeobull-12631	191	5	,	,	PUNCT
hungeobull-12631	191	6	minnesota	minnesota	PROPN
hungeobull-12631	191	7	and	and	CCONJ
hungeobull-12631	191	8	north	north	PROPN
hungeobull-12631	191	9	dakota	dakota	PROPN
hungeobull-12631	191	10	)	)	PUNCT
hungeobull-12631	191	11	were	be	AUX
hungeobull-12631	191	12	forecasted	forecast	VERB
hungeobull-12631	191	13	with	with	ADP
hungeobull-12631	191	14	lower	low	ADJ
hungeobull-12631	191	15	yields	yield	NOUN
hungeobull-12631	191	16	of	of	ADP
hungeobull-12631	191	17	1.5–2.5	1.5–2.5	NUM
hungeobull-12631	191	18	t	t	NOUN
hungeobull-12631	191	19	/	/	SYM
hungeobull-12631	191	20	ha	ha	INTJ
hungeobull-12631	191	21	.	.	PUNCT
hungeobull-12631	192	1	the	the	DET
hungeobull-12631	192	2	difference	difference	NOUN
hungeobull-12631	192	3	between	between	ADP
hungeobull-12631	192	4	the	the	DET
hungeobull-12631	192	5	observed	observe	VERB
hungeobull-12631	192	6	and	and	CCONJ
hungeobull-12631	192	7	forecast	forecast	NOUN
hungeobull-12631	192	8	yields	yield	NOUN
hungeobull-12631	192	9	was	be	AUX
hungeobull-12631	192	10	not	not	PART
hungeobull-12631	192	11	substantial	substantial	ADJ
hungeobull-12631	192	12	.	.	PUNCT
hungeobull-12631	193	1	however	however	ADV
hungeobull-12631	193	2	,	,	PUNCT
hungeobull-12631	193	3	these	these	DET
hungeobull-12631	193	4	results	result	NOUN
hungeobull-12631	193	5	do	do	AUX
hungeobull-12631	193	6	suggest	suggest	VERB
hungeobull-12631	193	7	that	that	SCONJ
hungeobull-12631	193	8	the	the	DET
hungeobull-12631	193	9	growing	grow	VERB
hungeobull-12631	193	10	conditions	condition	NOUN
hungeobull-12631	193	11	in	in	ADP
hungeobull-12631	193	12	the	the	DET
hungeobull-12631	193	13	north	north	NOUN
hungeobull-12631	193	14	were	be	AUX
hungeobull-12631	193	15	less	less	ADV
hungeobull-12631	193	16	favourable	favourable	ADJ
hungeobull-12631	193	17	for	for	ADP
hungeobull-12631	193	18	soybean	soybean	NOUN
hungeobull-12631	193	19	cultivation	cultivation	NOUN
hungeobull-12631	193	20	than	than	ADP
hungeobull-12631	193	21	elsewhere	elsewhere	ADV
hungeobull-12631	193	22	in	in	ADP
hungeobull-12631	193	23	the	the	DET
hungeobull-12631	193	24	study	study	NOUN
hungeobull-12631	193	25	area	area	NOUN
hungeobull-12631	193	26	.	.	PUNCT
hungeobull-12631	194	1	the	the	DET
hungeobull-12631	194	2	variations	variation	NOUN
hungeobull-12631	194	3	in	in	ADP
hungeobull-12631	194	4	yield	yield	NOUN
hungeobull-12631	194	5	across	across	ADP
hungeobull-12631	194	6	different	different	ADJ
hungeobull-12631	194	7	regions	region	NOUN
hungeobull-12631	194	8	can	can	AUX
hungeobull-12631	194	9	be	be	AUX
hungeobull-12631	194	10	attributed	attribute	VERB
hungeobull-12631	194	11	to	to	ADP
hungeobull-12631	194	12	a	a	DET
hungeobull-12631	194	13	multitude	multitude	NOUN
hungeobull-12631	194	14	of	of	ADP
hungeobull-12631	194	15	factors	factor	NOUN
hungeobull-12631	194	16	,	,	PUNCT
hungeobull-12631	194	17	including	include	VERB
hungeobull-12631	194	18	climate	climate	NOUN
hungeobull-12631	194	19	,	,	PUNCT
hungeobull-12631	194	20	soil	soil	NOUN
hungeobull-12631	194	21	quality	quality	NOUN
hungeobull-12631	194	22	,	,	PUNCT
hungeobull-12631	194	23	agricultural	agricultural	ADJ
hungeobull-12631	194	24	practices	practice	NOUN
hungeobull-12631	194	25	,	,	PUNCT
hungeobull-12631	194	26	and	and	CCONJ
hungeobull-12631	194	27	other	other	ADJ
hungeobull-12631	194	28	local	local	ADJ
hungeobull-12631	194	29	conditions	condition	NOUN
hungeobull-12631	194	30	.	.	PUNCT
hungeobull-12631	195	1	the	the	DET
hungeobull-12631	195	2	central	central	ADJ
hungeobull-12631	195	3	and	and	CCONJ
hungeobull-12631	195	4	fig	fig	NOUN
hungeobull-12631	195	5	.	.	PUNCT
hungeobull-12631	196	1	5	5	X
hungeobull-12631	196	2	.	.	X
hungeobull-12631	196	3	importance	importance	NOUN
hungeobull-12631	196	4	of	of	ADP
hungeobull-12631	196	5	input	input	NOUN
hungeobull-12631	196	6	features	feature	NOUN
hungeobull-12631	196	7	according	accord	VERB
hungeobull-12631	196	8	to	to	ADP
hungeobull-12631	196	9	the	the	DET
hungeobull-12631	196	10	random	random	ADJ
hungeobull-12631	196	11	forest	forest	NOUN
hungeobull-12631	196	12	model	model	NOUN
hungeobull-12631	196	13	farmonov	farmonov	PROPN
hungeobull-12631	196	14	,	,	PUNCT
hungeobull-12631	196	15	n.	n.	PROPN
hungeobull-12631	196	16	et	et	PROPN
hungeobull-12631	196	17	al	al	PROPN
hungeobull-12631	196	18	.	.	PUNCT
hungeobull-12631	197	1	hungarian	hungarian	ADJ
hungeobull-12631	197	2	geographical	geographical	ADJ
hungeobull-12631	197	3	bulletin	bulletin	NOUN
hungeobull-12631	197	4	72	72	NUM
hungeobull-12631	197	5	(	(	PUNCT
hungeobull-12631	197	6	2023	2023	NUM
hungeobull-12631	197	7	)	)	PUNCT
hungeobull-12631	197	8	(	(	PUNCT
hungeobull-12631	197	9	4	4	X
hungeobull-12631	197	10	)	)	PUNCT
hungeobull-12631	197	11	383–398.392	383–398.392	NUM
hungeobull-12631	197	12	fig	fig	NOUN
hungeobull-12631	197	13	.	.	PUNCT
hungeobull-12631	198	1	7	7	X
hungeobull-12631	198	2	.	.	X
hungeobull-12631	198	3	scatterplots	scatterplot	NOUN
hungeobull-12631	198	4	between	between	ADP
hungeobull-12631	198	5	actual	actual	ADJ
hungeobull-12631	198	6	and	and	CCONJ
hungeobull-12631	198	7	forecasted	forecast	VERB
hungeobull-12631	198	8	soybean	soybean	NOUN
hungeobull-12631	198	9	yields	yield	NOUN
hungeobull-12631	198	10	for	for	ADP
hungeobull-12631	198	11	2017–2021	2017–2021	NUM
hungeobull-12631	198	12	with	with	ADP
hungeobull-12631	198	13	the	the	DET
hungeobull-12631	198	14	rf	rf	ADJ
hungeobull-12631	198	15	model	model	NOUN
hungeobull-12631	198	16	fig	fig	NOUN
hungeobull-12631	198	17	.	.	PUNCT
hungeobull-12631	199	1	6	6	NUM
hungeobull-12631	199	2	.	.	X
hungeobull-12631	199	3	performance	performance	NOUN
hungeobull-12631	199	4	metrics	metric	NOUN
hungeobull-12631	199	5	of	of	ADP
hungeobull-12631	199	6	several	several	ADJ
hungeobull-12631	199	7	ml	ml	NOUN
hungeobull-12631	199	8	models	model	NOUN
hungeobull-12631	199	9	393farmonov	393farmonov	PROPN
hungeobull-12631	199	10	,	,	PUNCT
hungeobull-12631	199	11	n.	n.	NOUN
hungeobull-12631	199	12	et	et	PROPN
hungeobull-12631	199	13	al	al	PROPN
hungeobull-12631	199	14	.	.	PUNCT
hungeobull-12631	200	1	hungarian	hungarian	ADJ
hungeobull-12631	200	2	geographical	geographical	ADJ
hungeobull-12631	200	3	bulletin	bulletin	NOUN
hungeobull-12631	200	4	72	72	NUM
hungeobull-12631	200	5	(	(	PUNCT
hungeobull-12631	200	6	2023	2023	NUM
hungeobull-12631	200	7	)	)	PUNCT
hungeobull-12631	200	8	(	(	PUNCT
hungeobull-12631	200	9	4	4	X
hungeobull-12631	200	10	)	)	PUNCT
hungeobull-12631	200	11	383–398	383–398	NUM
hungeobull-12631	200	12	.	.	PUNCT
hungeobull-12631	201	1	north	north	NOUN
hungeobull-12631	201	2	-	-	PUNCT
hungeobull-12631	201	3	eastern	eastern	ADJ
hungeobull-12631	201	4	states	state	NOUN
hungeobull-12631	201	5	benefit	benefit	VERB
hungeobull-12631	201	6	from	from	ADP
hungeobull-12631	201	7	a	a	DET
hungeobull-12631	201	8	highly	highly	ADV
hungeobull-12631	201	9	conducive	conducive	ADJ
hungeobull-12631	201	10	agricultural	agricultural	ADJ
hungeobull-12631	201	11	environment	environment	NOUN
hungeobull-12631	201	12	,	,	PUNCT
hungeobull-12631	201	13	which	which	PRON
hungeobull-12631	201	14	led	lead	VERB
hungeobull-12631	201	15	to	to	ADP
hungeobull-12631	201	16	the	the	DET
hungeobull-12631	201	17	forecast	forecast	NOUN
hungeobull-12631	201	18	of	of	ADP
hungeobull-12631	201	19	higher	high	ADJ
hungeobull-12631	201	20	yields	yield	NOUN
hungeobull-12631	201	21	.	.	PUNCT
hungeobull-12631	202	1	conversely	conversely	ADV
hungeobull-12631	202	2	,	,	PUNCT
hungeobull-12631	202	3	the	the	DET
hungeobull-12631	202	4	southern	southern	ADJ
hungeobull-12631	202	5	and	and	CCONJ
hungeobull-12631	202	6	northern	northern	ADJ
hungeobull-12631	202	7	states	state	NOUN
hungeobull-12631	202	8	have	have	VERB
hungeobull-12631	202	9	less	less	ADV
hungeobull-12631	202	10	optimal	optimal	ADJ
hungeobull-12631	202	11	conditions	condition	NOUN
hungeobull-12631	202	12	,	,	PUNCT
hungeobull-12631	202	13	which	which	PRON
hungeobull-12631	202	14	lowered	lower	VERB
hungeobull-12631	202	15	the	the	DET
hungeobull-12631	202	16	forecasted	forecast	VERB
hungeobull-12631	202	17	yields	yield	NOUN
hungeobull-12631	202	18	.	.	PUNCT
hungeobull-12631	203	1	note	note	VERB
hungeobull-12631	203	2	that	that	SCONJ
hungeobull-12631	203	3	these	these	DET
hungeobull-12631	203	4	forecasts	forecast	NOUN
hungeobull-12631	203	5	were	be	AUX
hungeobull-12631	203	6	based	base	VERB
hungeobull-12631	203	7	on	on	ADP
hungeobull-12631	203	8	the	the	DET
hungeobull-12631	203	9	rf	rf	NOUN
hungeobull-12631	203	10	model	model	NOUN
hungeobull-12631	203	11	’s	’s	PART
hungeobull-12631	203	12	analysis	analysis	NOUN
hungeobull-12631	203	13	of	of	ADP
hungeobull-12631	203	14	historical	historical	ADJ
hungeobull-12631	203	15	data	datum	NOUN
hungeobull-12631	203	16	and	and	CCONJ
hungeobull-12631	203	17	other	other	ADJ
hungeobull-12631	203	18	relevant	relevant	ADJ
hungeobull-12631	203	19	factors	factor	NOUN
hungeobull-12631	203	20	.	.	PUNCT
hungeobull-12631	204	1	however	however	ADV
hungeobull-12631	204	2	,	,	PUNCT
hungeobull-12631	204	3	local	local	ADJ
hungeobull-12631	204	4	factors	factor	NOUN
hungeobull-12631	204	5	,	,	PUNCT
hungeobull-12631	204	6	unforeseen	unforeseen	ADJ
hungeobull-12631	204	7	events	event	NOUN
hungeobull-12631	204	8	,	,	PUNCT
hungeobull-12631	204	9	and	and	CCONJ
hungeobull-12631	204	10	changes	change	NOUN
hungeobull-12631	204	11	in	in	ADP
hungeobull-12631	204	12	agricultural	agricultural	ADJ
hungeobull-12631	204	13	practices	practice	NOUN
hungeobull-12631	204	14	can	can	AUX
hungeobull-12631	204	15	potentially	potentially	ADV
hungeobull-12631	204	16	affect	affect	VERB
hungeobull-12631	204	17	the	the	DET
hungeobull-12631	204	18	actual	actual	ADJ
hungeobull-12631	204	19	yield	yield	NOUN
hungeobull-12631	204	20	.	.	PUNCT
hungeobull-12631	205	1	therefore	therefore	ADV
hungeobull-12631	205	2	,	,	PUNCT
hungeobull-12631	205	3	continuous	continuous	ADJ
hungeobull-12631	205	4	monitoring	monitoring	NOUN
hungeobull-12631	205	5	and	and	CCONJ
hungeobull-12631	205	6	adjustment	adjustment	NOUN
hungeobull-12631	205	7	of	of	ADP
hungeobull-12631	205	8	the	the	DET
hungeobull-12631	205	9	model	model	NOUN
hungeobull-12631	205	10	’s	’s	PART
hungeobull-12631	205	11	output	output	NOUN
hungeobull-12631	205	12	to	to	PART
hungeobull-12631	205	13	consider	consider	VERB
hungeobull-12631	205	14	real	real	ADJ
hungeobull-12631	205	15	-	-	PUNCT
hungeobull-12631	205	16	time	time	NOUN
hungeobull-12631	205	17	data	datum	NOUN
hungeobull-12631	205	18	are	be	AUX
hungeobull-12631	205	19	essential	essential	ADJ
hungeobull-12631	205	20	for	for	ADP
hungeobull-12631	205	21	accurate	accurate	ADJ
hungeobull-12631	205	22	and	and	CCONJ
hungeobull-12631	205	23	up	up	ADP
hungeobull-12631	205	24	-	-	PUNCT
hungeobull-12631	205	25	to	to	ADP
hungeobull-12631	205	26	-	-	PUNCT
hungeobull-12631	205	27	date	date	NOUN
hungeobull-12631	205	28	forecasting	forecasting	NOUN
hungeobull-12631	205	29	.	.	PUNCT
hungeobull-12631	206	1	discussion	discussion	NOUN
hungeobull-12631	206	2	input	input	NOUN
hungeobull-12631	206	3	feature	feature	NOUN
hungeobull-12631	206	4	importance	importance	NOUN
hungeobull-12631	206	5	the	the	DET
hungeobull-12631	206	6	rf	rf	NOUN
hungeobull-12631	206	7	model	model	NOUN
hungeobull-12631	206	8	found	find	VERB
hungeobull-12631	206	9	the	the	DET
hungeobull-12631	206	10	sr	sr	PROPN
hungeobull-12631	206	11	band	band	NOUN
hungeobull-12631	206	12	2	2	NUM
hungeobull-12631	206	13	,	,	PUNCT
hungeobull-12631	206	14	evi	evi	NOUN
hungeobull-12631	206	15	,	,	PUNCT
hungeobull-12631	206	16	and	and	CCONJ
hungeobull-12631	206	17	ndvi	ndvi	NOUN
hungeobull-12631	206	18	as	as	SCONJ
hungeobull-12631	206	19	the	the	DET
hungeobull-12631	206	20	most	most	ADV
hungeobull-12631	206	21	influential	influential	ADJ
hungeobull-12631	206	22	input	input	NOUN
hungeobull-12631	206	23	features	feature	VERB
hungeobull-12631	206	24	fig	fig	NOUN
hungeobull-12631	206	25	.	.	PUNCT
hungeobull-12631	207	1	8	8	X
hungeobull-12631	207	2	.	.	PUNCT
hungeobull-12631	207	3	scatterplots	scatterplot	NOUN
hungeobull-12631	207	4	between	between	ADP
hungeobull-12631	207	5	the	the	DET
hungeobull-12631	207	6	actual	actual	ADJ
hungeobull-12631	207	7	and	and	CCONJ
hungeobull-12631	207	8	forecasted	forecast	VERB
hungeobull-12631	207	9	soybean	soybean	NOUN
hungeobull-12631	207	10	yields	yield	NOUN
hungeobull-12631	207	11	for	for	ADP
hungeobull-12631	207	12	2017–2021	2017–2021	NUM
hungeobull-12631	207	13	with	with	ADP
hungeobull-12631	207	14	the	the	DET
hungeobull-12631	207	15	1d	1d	NUM
hungeobull-12631	207	16	-	-	PUNCT
hungeobull-12631	207	17	cnn	cnn	PROPN
hungeobull-12631	207	18	model	model	NOUN
hungeobull-12631	207	19	table	table	NOUN
hungeobull-12631	207	20	2	2	NUM
hungeobull-12631	207	21	.	.	PUNCT
hungeobull-12631	207	22	performance	performance	NOUN
hungeobull-12631	207	23	of	of	ADP
hungeobull-12631	207	24	the	the	DET
hungeobull-12631	207	25	1d	1d	NUM
hungeobull-12631	207	26	-	-	PUNCT
hungeobull-12631	207	27	cnn	cnn	NOUN
hungeobull-12631	207	28	soybean	soybean	NOUN
hungeobull-12631	207	29	yield	yield	NOUN
hungeobull-12631	207	30	forecast	forecast	NOUN
hungeobull-12631	207	31	model	model	NOUN
hungeobull-12631	207	32	for	for	ADP
hungeobull-12631	207	33	2017–2021	2017–2021	NUM
hungeobull-12631	207	34	.	.	PUNCT
hungeobull-12631	207	35	year	year	PROPN
hungeobull-12631	207	36	mse	mse	PROPN
hungeobull-12631	207	37	rmse	rmse	PROPN
hungeobull-12631	207	38	mae	mae	PROPN
hungeobull-12631	207	39	r2	r2	PROPN
hungeobull-12631	207	40	nrmse	nrmse	PROPN
hungeobull-12631	207	41	t	t	PROPN
hungeobull-12631	207	42	/	/	SYM
hungeobull-12631	207	43	ha	ha	NOUN
hungeobull-12631	207	44	%	%	NOUN
hungeobull-12631	207	45	2017	2017	NUM
hungeobull-12631	207	46	2018	2018	NUM
hungeobull-12631	207	47	2019	2019	NUM
hungeobull-12631	207	48	2020	2020	NUM
hungeobull-12631	207	49	2021	2021	NUM
hungeobull-12631	207	50	0.076	0.076	NUM
hungeobull-12631	207	51	0.079	0.079	NUM
hungeobull-12631	207	52	0.080	0.080	NUM
hungeobull-12631	207	53	0.090	0.090	NUM
hungeobull-12631	207	54	0.108	0.108	NUM
hungeobull-12631	207	55	0.276	0.276	NUM
hungeobull-12631	207	56	0.280	0.280	NUM
hungeobull-12631	207	57	0.283	0.283	NUM
hungeobull-12631	207	58	0.300	0.300	NUM
hungeobull-12631	207	59	0.329	0.329	NUM
hungeobull-12631	207	60	0.202	0.202	NUM
hungeobull-12631	207	61	0.208	0.208	NUM
hungeobull-12631	207	62	0.206	0.206	NUM
hungeobull-12631	207	63	0.222	0.222	NUM
hungeobull-12631	207	64	0.240	0.240	NUM
hungeobull-12631	207	65	0.81	0.81	NUM
hungeobull-12631	207	66	0.83	0.83	NUM
hungeobull-12631	207	67	0.76	0.76	NUM
hungeobull-12631	207	68	0.80	0.80	NUM
hungeobull-12631	207	69	0.86	0.86	NUM
hungeobull-12631	207	70	6.99	6.99	NUM
hungeobull-12631	207	71	6.96	6.96	NUM
hungeobull-12631	207	72	9.26	9.26	NUM
hungeobull-12631	207	73	6.74	6.74	NUM
hungeobull-12631	207	74	7.24	7.24	NUM
hungeobull-12631	207	75	farmonov	farmonov	ADJ
hungeobull-12631	207	76	,	,	PUNCT
hungeobull-12631	207	77	n.	n.	PROPN
hungeobull-12631	207	78	et	et	PROPN
hungeobull-12631	207	79	al	al	PROPN
hungeobull-12631	207	80	.	.	PUNCT
hungeobull-12631	208	1	hungarian	hungarian	ADJ
hungeobull-12631	208	2	geographical	geographical	ADJ
hungeobull-12631	208	3	bulletin	bulletin	NOUN
hungeobull-12631	208	4	72	72	NUM
hungeobull-12631	208	5	(	(	PUNCT
hungeobull-12631	208	6	2023	2023	NUM
hungeobull-12631	208	7	)	)	PUNCT
hungeobull-12631	208	8	(	(	PUNCT
hungeobull-12631	208	9	4	4	X
hungeobull-12631	208	10	)	)	PUNCT
hungeobull-12631	208	11	383–398.394	383–398.394	NUM
hungeobull-12631	208	12	for	for	ADP
hungeobull-12631	208	13	forecasting	forecast	VERB
hungeobull-12631	208	14	the	the	DET
hungeobull-12631	208	15	soybean	soybean	NOUN
hungeobull-12631	208	16	yield	yield	NOUN
hungeobull-12631	208	17	in	in	ADP
hungeobull-12631	208	18	the	the	DET
hungeobull-12631	208	19	study	study	NOUN
hungeobull-12631	208	20	area	area	NOUN
hungeobull-12631	208	21	,	,	PUNCT
hungeobull-12631	208	22	which	which	PRON
hungeobull-12631	208	23	is	be	AUX
hungeobull-12631	208	24	consistent	consistent	ADJ
hungeobull-12631	208	25	with	with	ADP
hungeobull-12631	208	26	previous	previous	ADJ
hungeobull-12631	208	27	studies	study	NOUN
hungeobull-12631	208	28	that	that	PRON
hungeobull-12631	208	29	have	have	AUX
hungeobull-12631	208	30	highlighted	highlight	VERB
hungeobull-12631	208	31	the	the	DET
hungeobull-12631	208	32	importance	importance	NOUN
hungeobull-12631	208	33	of	of	ADP
hungeobull-12631	208	34	vi	vi	PROPN
hungeobull-12631	208	35	data	datum	NOUN
hungeobull-12631	208	36	on	on	ADP
hungeobull-12631	208	37	crop	crop	NOUN
hungeobull-12631	208	38	yield	yield	NOUN
hungeobull-12631	208	39	forecasting	forecasting	NOUN
hungeobull-12631	208	40	.	.	PUNCT
hungeobull-12631	209	1	sun	sun	PROPN
hungeobull-12631	209	2	,	,	PUNCT
hungeobull-12631	209	3	j.	j.	PROPN
hungeobull-12631	209	4	et	et	PROPN
hungeobull-12631	209	5	al	al	PROPN
hungeobull-12631	209	6	.	.	PROPN
hungeobull-12631	209	7	(	(	PUNCT
hungeobull-12631	209	8	2019	2019	NUM
hungeobull-12631	209	9	)	)	PUNCT
hungeobull-12631	209	10	demonstrated	demonstrate	VERB
hungeobull-12631	209	11	a	a	DET
hungeobull-12631	209	12	strong	strong	ADJ
hungeobull-12631	209	13	correlation	correlation	NOUN
hungeobull-12631	209	14	between	between	ADP
hungeobull-12631	209	15	modis	modis	PROPN
hungeobull-12631	209	16	sr	sr	PROPN
hungeobull-12631	209	17	data	datum	NOUN
hungeobull-12631	209	18	and	and	CCONJ
hungeobull-12631	209	19	soybean	soybean	NOUN
hungeobull-12631	209	20	yield	yield	NOUN
hungeobull-12631	209	21	.	.	PUNCT
hungeobull-12631	210	1	kuwata	kuwata	PROPN
hungeobull-12631	210	2	,	,	PUNCT
hungeobull-12631	210	3	k.	k.	PROPN
hungeobull-12631	210	4	and	and	CCONJ
hungeobull-12631	210	5	shibasaki	shibasaki	PROPN
hungeobull-12631	210	6	,	,	PUNCT
hungeobull-12631	210	7	r.	r.	PROPN
hungeobull-12631	210	8	(	(	PUNCT
hungeobull-12631	210	9	2016	2016	NUM
hungeobull-12631	210	10	)	)	PUNCT
hungeobull-12631	210	11	found	find	VERB
hungeobull-12631	210	12	that	that	SCONJ
hungeobull-12631	210	13	evi	evi	PROPN
hungeobull-12631	210	14	exhibited	exhibit	VERB
hungeobull-12631	210	15	a	a	DET
hungeobull-12631	210	16	significant	significant	ADJ
hungeobull-12631	210	17	relationship	relationship	NOUN
hungeobull-12631	210	18	with	with	ADP
hungeobull-12631	210	19	corn	corn	NOUN
hungeobull-12631	210	20	yield	yield	NOUN
hungeobull-12631	210	21	.	.	PUNCT
hungeobull-12631	211	1	our	our	PRON
hungeobull-12631	211	2	study	study	NOUN
hungeobull-12631	211	3	reinforces	reinforce	VERB
hungeobull-12631	211	4	the	the	DET
hungeobull-12631	211	5	existing	exist	VERB
hungeobull-12631	211	6	literature	literature	NOUN
hungeobull-12631	211	7	by	by	ADP
hungeobull-12631	211	8	highlighting	highlight	VERB
hungeobull-12631	211	9	the	the	DET
hungeobull-12631	211	10	significance	significance	NOUN
hungeobull-12631	211	11	of	of	ADP
hungeobull-12631	211	12	these	these	PRON
hungeobull-12631	211	13	vis	vis	X
hungeobull-12631	211	14	in	in	ADP
hungeobull-12631	211	15	different	different	ADJ
hungeobull-12631	211	16	crop	crop	NOUN
hungeobull-12631	211	17	yield	yield	NOUN
hungeobull-12631	211	18	forecasting	forecasting	NOUN
hungeobull-12631	211	19	models	model	NOUN
hungeobull-12631	211	20	.	.	PUNCT
hungeobull-12631	212	1	the	the	DET
hungeobull-12631	212	2	lst	lst	NOUN
hungeobull-12631	212	3	was	be	AUX
hungeobull-12631	212	4	found	find	VERB
hungeobull-12631	212	5	to	to	PART
hungeobull-12631	212	6	have	have	VERB
hungeobull-12631	212	7	moderate	moderate	ADJ
hungeobull-12631	212	8	importance	importance	NOUN
hungeobull-12631	212	9	for	for	ADP
hungeobull-12631	212	10	forecasting	forecast	VERB
hungeobull-12631	212	11	the	the	DET
hungeobull-12631	212	12	soybean	soybean	NOUN
hungeobull-12631	212	13	yield	yield	NOUN
hungeobull-12631	212	14	.	.	PUNCT
hungeobull-12631	213	1	this	this	PRON
hungeobull-12631	213	2	aligns	align	VERB
hungeobull-12631	213	3	with	with	ADP
hungeobull-12631	213	4	previous	previous	ADJ
hungeobull-12631	213	5	studies	study	NOUN
hungeobull-12631	213	6	that	that	PRON
hungeobull-12631	213	7	have	have	AUX
hungeobull-12631	213	8	emphasized	emphasize	VERB
hungeobull-12631	213	9	the	the	DET
hungeobull-12631	213	10	effect	effect	NOUN
hungeobull-12631	213	11	of	of	ADP
hungeobull-12631	213	12	temperature	temperature	NOUN
hungeobull-12631	213	13	on	on	ADP
hungeobull-12631	213	14	crop	crop	NOUN
hungeobull-12631	213	15	development	development	NOUN
hungeobull-12631	213	16	and	and	CCONJ
hungeobull-12631	213	17	productivity	productivity	NOUN
hungeobull-12631	213	18	(	(	PUNCT
hungeobull-12631	213	19	pede	pede	NOUN
hungeobull-12631	213	20	,	,	PUNCT
hungeobull-12631	213	21	t.	t.	PROPN
hungeobull-12631	213	22	et	et	PROPN
hungeobull-12631	213	23	al	al	PROPN
hungeobull-12631	213	24	.	.	PROPN
hungeobull-12631	213	25	2019	2019	NUM
hungeobull-12631	213	26	;	;	PUNCT
hungeobull-12631	213	27	mirhoseini	mirhoseini	PROPN
hungeobull-12631	213	28	,	,	PUNCT
hungeobull-12631	213	29	n.	n.	PROPN
hungeobull-12631	213	30	et	et	PROPN
hungeobull-12631	213	31	al	al	PROPN
hungeobull-12631	213	32	.	.	PROPN
hungeobull-12631	213	33	2022	2022	NUM
hungeobull-12631	213	34	)	)	PUNCT
hungeobull-12631	213	35	.	.	PUNCT
hungeobull-12631	214	1	pede	pede	NOUN
hungeobull-12631	214	2	,	,	PUNCT
hungeobull-12631	214	3	t.	t.	PROPN
hungeobull-12631	214	4	et	et	PROPN
hungeobull-12631	214	5	al	al	PROPN
hungeobull-12631	214	6	.	.	PROPN
hungeobull-12631	215	1	(	(	PUNCT
hungeobull-12631	215	2	2019	2019	NUM
hungeobull-12631	215	3	)	)	PUNCT
hungeobull-12631	215	4	demonstrated	demonstrate	VERB
hungeobull-12631	215	5	the	the	DET
hungeobull-12631	215	6	importance	importance	NOUN
hungeobull-12631	215	7	of	of	ADP
hungeobull-12631	215	8	modis	modis	PROPN
hungeobull-12631	215	9	lst	lst	PROPN
hungeobull-12631	215	10	to	to	ADP
hungeobull-12631	215	11	corn	corn	NOUN
hungeobull-12631	215	12	yield	yield	NOUN
hungeobull-12631	215	13	forecasting	forecasting	NOUN
hungeobull-12631	215	14	before	before	ADP
hungeobull-12631	215	15	the	the	DET
hungeobull-12631	215	16	harvesting	harvesting	NOUN
hungeobull-12631	215	17	stage	stage	NOUN
hungeobull-12631	215	18	,	,	PUNCT
hungeobull-12631	215	19	especially	especially	ADV
hungeobull-12631	215	20	during	during	ADP
hungeobull-12631	215	21	periods	period	NOUN
hungeobull-12631	215	22	of	of	ADP
hungeobull-12631	215	23	extreme	extreme	ADJ
hungeobull-12631	215	24	drought	drought	NOUN
hungeobull-12631	215	25	and	and	CCONJ
hungeobull-12631	215	26	water	water	NOUN
hungeobull-12631	215	27	stress	stress	NOUN
hungeobull-12631	215	28	.	.	PUNCT
hungeobull-12631	216	1	thus	thus	ADV
hungeobull-12631	216	2	,	,	PUNCT
hungeobull-12631	216	3	our	our	PRON
hungeobull-12631	216	4	study	study	NOUN
hungeobull-12631	216	5	reaffirmed	reaffirm	VERB
hungeobull-12631	216	6	the	the	DET
hungeobull-12631	216	7	importance	importance	NOUN
hungeobull-12631	216	8	of	of	ADP
hungeobull-12631	216	9	considering	consider	VERB
hungeobull-12631	216	10	temperature	temperature	NOUN
hungeobull-12631	216	11	in	in	ADP
hungeobull-12631	216	12	crop	crop	NOUN
hungeobull-12631	216	13	yield	yield	NOUN
hungeobull-12631	216	14	forecasting	forecasting	NOUN
hungeobull-12631	216	15	.	.	PUNCT
hungeobull-12631	217	1	the	the	DET
hungeobull-12631	217	2	climatic	climatic	ADJ
hungeobull-12631	217	3	data	datum	NOUN
hungeobull-12631	217	4	and	and	CCONJ
hungeobull-12631	217	5	other	other	ADJ
hungeobull-12631	217	6	sr	sr	PROPN
hungeobull-12631	217	7	bands	band	NOUN
hungeobull-12631	217	8	were	be	AUX
hungeobull-12631	217	9	assigned	assign	VERB
hungeobull-12631	217	10	a	a	DET
hungeobull-12631	217	11	lower	low	ADJ
hungeobull-12631	217	12	importance	importance	NOUN
hungeobull-12631	217	13	for	for	ADP
hungeobull-12631	217	14	soybean	soybean	NOUN
hungeobull-12631	217	15	yield	yield	NOUN
hungeobull-12631	217	16	forecasting	forecasting	NOUN
hungeobull-12631	217	17	.	.	PUNCT
hungeobull-12631	218	1	this	this	PRON
hungeobull-12631	218	2	is	be	AUX
hungeobull-12631	218	3	consistent	consistent	ADJ
hungeobull-12631	218	4	with	with	ADP
hungeobull-12631	218	5	previous	previous	ADJ
hungeobull-12631	218	6	studies	study	NOUN
hungeobull-12631	218	7	that	that	PRON
hungeobull-12631	218	8	have	have	AUX
hungeobull-12631	218	9	shown	show	VERB
hungeobull-12631	218	10	mixed	mixed	ADJ
hungeobull-12631	218	11	results	result	NOUN
hungeobull-12631	218	12	regarding	regard	VERB
hungeobull-12631	218	13	the	the	DET
hungeobull-12631	218	14	contribution	contribution	NOUN
hungeobull-12631	218	15	of	of	ADP
hungeobull-12631	218	16	climatic	climatic	ADJ
hungeobull-12631	218	17	variables	variable	NOUN
hungeobull-12631	218	18	to	to	ADP
hungeobull-12631	218	19	crop	crop	NOUN
hungeobull-12631	218	20	yield	yield	NOUN
hungeobull-12631	218	21	forecasting	forecasting	NOUN
hungeobull-12631	218	22	(	(	PUNCT
hungeobull-12631	218	23	cai	cai	X
hungeobull-12631	218	24	,	,	PUNCT
hungeobull-12631	218	25	y.	y.	PROPN
hungeobull-12631	218	26	et	et	PROPN
hungeobull-12631	218	27	al	al	PROPN
hungeobull-12631	218	28	.	.	PROPN
hungeobull-12631	218	29	2019	2019	NUM
hungeobull-12631	218	30	;	;	PUNCT
hungeobull-12631	218	31	hunt	hunt	NOUN
hungeobull-12631	218	32	,	,	PUNCT
hungeobull-12631	218	33	m.l	m.l	PROPN
hungeobull-12631	218	34	.	.	PROPN
hungeobull-12631	218	35	et	et	PROPN
hungeobull-12631	218	36	al	al	PROPN
hungeobull-12631	218	37	.	.	PROPN
hungeobull-12631	218	38	2019	2019	NUM
hungeobull-12631	218	39	;	;	PUNCT
hungeobull-12631	218	40	farmonov	farmonov	PROPN
hungeobull-12631	218	41	,	,	PUNCT
hungeobull-12631	218	42	n.	n.	PROPN
hungeobull-12631	218	43	et	et	PROPN
hungeobull-12631	218	44	al	al	PROPN
hungeobull-12631	218	45	.	.	PROPN
hungeobull-12631	218	46	2022	2022	NUM
hungeobull-12631	218	47	)	)	PUNCT
hungeobull-12631	218	48	.	.	PUNCT
hungeobull-12631	219	1	hunt	hunt	NOUN
hungeobull-12631	219	2	,	,	PUNCT
hungeobull-12631	219	3	m.l	m.l	PROPN
hungeobull-12631	219	4	.	.	PROPN
hungeobull-12631	219	5	et	et	PROPN
hungeobull-12631	219	6	al	al	PROPN
hungeobull-12631	219	7	.	.	PROPN
hungeobull-12631	220	1	(	(	PUNCT
hungeobull-12631	220	2	2019	2019	NUM
hungeobull-12631	220	3	)	)	PUNCT
hungeobull-12631	220	4	found	find	VERB
hungeobull-12631	220	5	that	that	SCONJ
hungeobull-12631	220	6	climatic	climatic	ADJ
hungeobull-12631	220	7	variables	variable	NOUN
hungeobull-12631	220	8	had	have	AUX
hungeobull-12631	220	9	limited	limit	VERB
hungeobull-12631	220	10	predictive	predictive	ADJ
hungeobull-12631	220	11	power	power	NOUN
hungeobull-12631	220	12	of	of	ADP
hungeobull-12631	220	13	the	the	DET
hungeobull-12631	220	14	wheat	wheat	NOUN
hungeobull-12631	220	15	yield	yield	NOUN
hungeobull-12631	220	16	,	,	PUNCT
hungeobull-12631	220	17	but	but	CCONJ
hungeobull-12631	220	18	cai	cai	X
hungeobull-12631	220	19	,	,	PUNCT
hungeobull-12631	220	20	y.	y.	PROPN
hungeobull-12631	220	21	et	et	PROPN
hungeobull-12631	220	22	al	al	PROPN
hungeobull-12631	220	23	.	.	PROPN
hungeobull-12631	221	1	(	(	PUNCT
hungeobull-12631	221	2	2019	2019	NUM
hungeobull-12631	221	3	)	)	PUNCT
hungeobull-12631	221	4	reported	report	VERB
hungeobull-12631	221	5	that	that	SCONJ
hungeobull-12631	221	6	climatic	climatic	ADJ
hungeobull-12631	221	7	factors	factor	NOUN
hungeobull-12631	221	8	had	have	VERB
hungeobull-12631	221	9	a	a	DET
hungeobull-12631	221	10	stronger	strong	ADJ
hungeobull-12631	221	11	influence	influence	NOUN
hungeobull-12631	221	12	on	on	ADP
hungeobull-12631	221	13	the	the	DET
hungeobull-12631	221	14	wheat	wheat	NOUN
hungeobull-12631	221	15	yield	yield	NOUN
hungeobull-12631	221	16	in	in	ADP
hungeobull-12631	221	17	australia	australia	PROPN
hungeobull-12631	221	18	.	.	PUNCT
hungeobull-12631	222	1	these	these	DET
hungeobull-12631	222	2	discrepancies	discrepancy	NOUN
hungeobull-12631	222	3	may	may	AUX
hungeobull-12631	222	4	arise	arise	VERB
hungeobull-12631	222	5	due	due	ADP
hungeobull-12631	222	6	to	to	ADP
hungeobull-12631	222	7	fig	fig	NOUN
hungeobull-12631	222	8	.	.	PUNCT
hungeobull-12631	223	1	9	9	X
hungeobull-12631	223	2	.	.	X
hungeobull-12631	223	3	spatial	spatial	ADJ
hungeobull-12631	223	4	distributions	distribution	NOUN
hungeobull-12631	223	5	of	of	ADP
hungeobull-12631	223	6	the	the	DET
hungeobull-12631	223	7	forecasted	forecast	VERB
hungeobull-12631	223	8	soybean	soybean	NOUN
hungeobull-12631	223	9	yield	yield	NOUN
hungeobull-12631	223	10	with	with	ADP
hungeobull-12631	223	11	the	the	DET
hungeobull-12631	223	12	rf	rf	NOUN
hungeobull-12631	223	13	model	model	NOUN
hungeobull-12631	223	14	and	and	CCONJ
hungeobull-12631	223	15	the	the	DET
hungeobull-12631	223	16	observed	observe	VERB
hungeobull-12631	223	17	soybean	soybean	NOUN
hungeobull-12631	223	18	yield	yield	NOUN
hungeobull-12631	223	19	for	for	ADP
hungeobull-12631	223	20	2017–2021	2017–2021	NUM
hungeobull-12631	223	21	.	.	PUNCT
hungeobull-12631	224	1	395farmonov	395farmonov	NUM
hungeobull-12631	224	2	,	,	PUNCT
hungeobull-12631	224	3	n.	n.	NOUN
hungeobull-12631	224	4	et	et	PROPN
hungeobull-12631	224	5	al	al	PROPN
hungeobull-12631	224	6	.	.	PUNCT
hungeobull-12631	225	1	hungarian	hungarian	ADJ
hungeobull-12631	225	2	geographical	geographical	ADJ
hungeobull-12631	225	3	bulletin	bulletin	NOUN
hungeobull-12631	225	4	72	72	NUM
hungeobull-12631	225	5	(	(	PUNCT
hungeobull-12631	225	6	2023	2023	NUM
hungeobull-12631	225	7	)	)	PUNCT
hungeobull-12631	225	8	(	(	PUNCT
hungeobull-12631	225	9	4	4	X
hungeobull-12631	225	10	)	)	PUNCT
hungeobull-12631	225	11	383–398	383–398	NUM
hungeobull-12631	225	12	.	.	PUNCT
hungeobull-12631	226	1	variations	variation	NOUN
hungeobull-12631	226	2	in	in	ADP
hungeobull-12631	226	3	the	the	DET
hungeobull-12631	226	4	crop	crop	NOUN
hungeobull-12631	226	5	type	type	NOUN
hungeobull-12631	226	6	,	,	PUNCT
hungeobull-12631	226	7	geographic	geographic	ADJ
hungeobull-12631	226	8	location	location	NOUN
hungeobull-12631	226	9	,	,	PUNCT
hungeobull-12631	226	10	and	and	CCONJ
hungeobull-12631	226	11	specific	specific	ADJ
hungeobull-12631	226	12	weather	weather	NOUN
hungeobull-12631	226	13	variables	variable	NOUN
hungeobull-12631	226	14	considered	consider	VERB
hungeobull-12631	226	15	.	.	PUNCT
hungeobull-12631	227	1	nevertheless	nevertheless	ADV
hungeobull-12631	227	2	,	,	PUNCT
hungeobull-12631	227	3	our	our	PRON
hungeobull-12631	227	4	study	study	NOUN
hungeobull-12631	227	5	highlights	highlight	VERB
hungeobull-12631	227	6	the	the	DET
hungeobull-12631	227	7	potential	potential	NOUN
hungeobull-12631	227	8	of	of	ADP
hungeobull-12631	227	9	combining	combine	VERB
hungeobull-12631	227	10	modis	modis	PROPN
hungeobull-12631	227	11	lst	lst	PROPN
hungeobull-12631	227	12	and	and	CCONJ
hungeobull-12631	227	13	sr	sr	PROPN
hungeobull-12631	227	14	data	datum	NOUN
hungeobull-12631	227	15	with	with	ADP
hungeobull-12631	227	16	climatic	climatic	ADJ
hungeobull-12631	227	17	data	datum	NOUN
hungeobull-12631	227	18	to	to	PART
hungeobull-12631	227	19	improve	improve	VERB
hungeobull-12631	227	20	the	the	DET
hungeobull-12631	227	21	accuracy	accuracy	NOUN
hungeobull-12631	227	22	of	of	ADP
hungeobull-12631	227	23	crop	crop	NOUN
hungeobull-12631	227	24	yiefigld	yiefigld	PROPN
hungeobull-12631	227	25	forecasting	forecasting	NOUN
hungeobull-12631	227	26	models	model	NOUN
hungeobull-12631	227	27	.	.	PUNCT
hungeobull-12631	228	1	model	model	NOUN
hungeobull-12631	228	2	performance	performance	NOUN
hungeobull-12631	228	3	we	we	PRON
hungeobull-12631	228	4	compared	compare	VERB
hungeobull-12631	228	5	the	the	DET
hungeobull-12631	228	6	performances	performance	NOUN
hungeobull-12631	228	7	of	of	ADP
hungeobull-12631	228	8	four	four	NUM
hungeobull-12631	228	9	ml	ml	NOUN
hungeobull-12631	228	10	models	model	NOUN
hungeobull-12631	228	11	for	for	ADP
hungeobull-12631	228	12	soybean	soybean	NOUN
hungeobull-12631	228	13	yield	yield	NOUN
hungeobull-12631	228	14	forecasting	forecasting	NOUN
hungeobull-12631	228	15	and	and	CCONJ
hungeobull-12631	228	16	found	find	VERB
hungeobull-12631	228	17	that	that	SCONJ
hungeobull-12631	228	18	the	the	DET
hungeobull-12631	228	19	rf	rf	NOUN
hungeobull-12631	228	20	model	model	NOUN
hungeobull-12631	228	21	consistently	consistently	ADV
hungeobull-12631	228	22	outperformed	outperform	VERB
hungeobull-12631	228	23	the	the	DET
hungeobull-12631	228	24	others	other	NOUN
hungeobull-12631	228	25	across	across	ADP
hungeobull-12631	228	26	all	all	DET
hungeobull-12631	228	27	metrics	metric	NOUN
hungeobull-12631	228	28	with	with	ADP
hungeobull-12631	228	29	an	an	DET
hungeobull-12631	228	30	rmse	rmse	ADJ
hungeobull-12631	228	31	value	value	NOUN
hungeobull-12631	228	32	of	of	ADP
hungeobull-12631	228	33	0.334	0.334	NUM
hungeobull-12631	228	34	t	t	PROPN
hungeobull-12631	228	35	/	/	SYM
hungeobull-12631	228	36	ha	ha	INTJ
hungeobull-12631	228	37	and	and	CCONJ
hungeobull-12631	228	38	r2	r2	PROPN
hungeobull-12631	228	39	value	value	NOUN
hungeobull-12631	228	40	of	of	ADP
hungeobull-12631	228	41	0.77	0.77	NUM
hungeobull-12631	228	42	.	.	PUNCT
hungeobull-12631	229	1	these	these	DET
hungeobull-12631	229	2	results	result	NOUN
hungeobull-12631	229	3	are	be	AUX
hungeobull-12631	229	4	consistent	consistent	ADJ
hungeobull-12631	229	5	with	with	ADP
hungeobull-12631	229	6	those	those	PRON
hungeobull-12631	229	7	of	of	ADP
hungeobull-12631	229	8	ji	ji	PROPN
hungeobull-12631	229	9	,	,	PUNCT
hungeobull-12631	229	10	z.	z.	PROPN
hungeobull-12631	229	11	et	et	PROPN
hungeobull-12631	229	12	al	al	PROPN
hungeobull-12631	229	13	.	.	PROPN
hungeobull-12631	230	1	(	(	PUNCT
hungeobull-12631	230	2	2022	2022	NUM
hungeobull-12631	230	3	)	)	PUNCT
hungeobull-12631	230	4	who	who	PRON
hungeobull-12631	230	5	used	use	VERB
hungeobull-12631	230	6	an	an	DET
hungeobull-12631	230	7	rf	rf	NOUN
hungeobull-12631	230	8	model	model	NOUN
hungeobull-12631	230	9	to	to	PART
hungeobull-12631	230	10	predict	predict	VERB
hungeobull-12631	230	11	the	the	DET
hungeobull-12631	230	12	corn	corn	NOUN
hungeobull-12631	230	13	and	and	CCONJ
hungeobull-12631	230	14	soybean	soybean	NOUN
hungeobull-12631	230	15	yields	yield	NOUN
hungeobull-12631	230	16	in	in	ADP
hungeobull-12631	230	17	the	the	DET
hungeobull-12631	230	18	corn	corn	NOUN
hungeobull-12631	230	19	belt	belt	NOUN
hungeobull-12631	230	20	with	with	ADP
hungeobull-12631	230	21	r2	r2	PROPN
hungeobull-12631	230	22	values	value	NOUN
hungeobull-12631	230	23	of	of	ADP
hungeobull-12631	230	24	0.55–0.75	0.55–0.75	NUM
hungeobull-12631	230	25	and	and	CCONJ
hungeobull-12631	230	26	rmse	rmse	ADJ
hungeobull-12631	230	27	values	value	NOUN
hungeobull-12631	230	28	of	of	ADP
hungeobull-12631	230	29	1,000–1,500	1,000–1,500	NUM
hungeobull-12631	230	30	kg	kg	NOUN
hungeobull-12631	230	31	/	/	SYM
hungeobull-12631	230	32	ha	ha	INTJ
hungeobull-12631	230	33	.	.	PUNCT
hungeobull-12631	231	1	our	our	PRON
hungeobull-12631	231	2	findings	finding	NOUN
hungeobull-12631	231	3	align	align	VERB
hungeobull-12631	231	4	with	with	ADP
hungeobull-12631	231	5	previous	previous	ADJ
hungeobull-12631	231	6	studies	study	NOUN
hungeobull-12631	231	7	that	that	PRON
hungeobull-12631	231	8	have	have	AUX
hungeobull-12631	231	9	reported	report	VERB
hungeobull-12631	231	10	the	the	DET
hungeobull-12631	231	11	effectiveness	effectiveness	NOUN
hungeobull-12631	231	12	of	of	ADP
hungeobull-12631	231	13	the	the	DET
hungeobull-12631	231	14	rf	rf	NOUN
hungeobull-12631	231	15	model	model	NOUN
hungeobull-12631	231	16	at	at	ADP
hungeobull-12631	231	17	crop	crop	NOUN
hungeobull-12631	231	18	yield	yield	NOUN
hungeobull-12631	231	19	prediction	prediction	NOUN
hungeobull-12631	231	20	(	(	PUNCT
hungeobull-12631	231	21	barbosa	barbosa	PROPN
hungeobull-12631	231	22	dos	do	VERB
hungeobull-12631	231	23	santos	santo	NOUN
hungeobull-12631	231	24	,	,	PUNCT
hungeobull-12631	231	25	v.	v.	ADP
hungeobull-12631	231	26	et	et	PROPN
hungeobull-12631	231	27	al	al	PROPN
hungeobull-12631	231	28	.	.	PROPN
hungeobull-12631	231	29	2022	2022	NUM
hungeobull-12631	231	30	;	;	PUNCT
hungeobull-12631	231	31	dhillon	dhillon	PROPN
hungeobull-12631	231	32	,	,	PUNCT
hungeobull-12631	231	33	m.s	m.s	PROPN
hungeobull-12631	231	34	.	.	PROPN
hungeobull-12631	231	35	et	et	PROPN
hungeobull-12631	231	36	al	al	PROPN
hungeobull-12631	231	37	.	.	PROPN
hungeobull-12631	231	38	2023	2023	NUM
hungeobull-12631	231	39	)	)	PUNCT
hungeobull-12631	231	40	.	.	PUNCT
hungeobull-12631	232	1	barbosa	barbosa	PROPN
hungeobull-12631	232	2	dos	dos	PROPN
hungeobull-12631	232	3	santos	santos	PROPN
hungeobull-12631	232	4	,	,	PUNCT
hungeobull-12631	232	5	v.	v.	ADP
hungeobull-12631	232	6	et	et	PROPN
hungeobull-12631	232	7	al	al	PROPN
hungeobull-12631	232	8	.	.	PROPN
hungeobull-12631	232	9	(	(	PUNCT
hungeobull-12631	232	10	2022	2022	NUM
hungeobull-12631	232	11	)	)	PUNCT
hungeobull-12631	232	12	found	find	VERB
hungeobull-12631	232	13	that	that	SCONJ
hungeobull-12631	232	14	the	the	DET
hungeobull-12631	232	15	rf	rf	NOUN
hungeobull-12631	232	16	model	model	NOUN
hungeobull-12631	232	17	provided	provide	VERB
hungeobull-12631	232	18	the	the	DET
hungeobull-12631	232	19	most	most	ADV
hungeobull-12631	232	20	accurate	accurate	ADJ
hungeobull-12631	232	21	soybean	soybean	NOUN
hungeobull-12631	232	22	yield	yield	NOUN
hungeobull-12631	232	23	prediction	prediction	NOUN
hungeobull-12631	232	24	in	in	ADP
hungeobull-12631	232	25	the	the	DET
hungeobull-12631	232	26	brazilian	brazilian	NOUN
hungeobull-12631	232	27	cerrado	cerrado	NOUN
hungeobull-12631	232	28	with	with	ADP
hungeobull-12631	232	29	an	an	DET
hungeobull-12631	232	30	r2	r2	NOUN
hungeobull-12631	232	31	value	value	NOUN
hungeobull-12631	232	32	of	of	ADP
hungeobull-12631	232	33	0.81	0.81	NUM
hungeobull-12631	232	34	and	and	CCONJ
hungeobull-12631	232	35	rmse	rmse	ADJ
hungeobull-12631	232	36	value	value	NOUN
hungeobull-12631	232	37	of	of	ADP
hungeobull-12631	232	38	176.93	176.93	NUM
hungeobull-12631	232	39	kg	kg	NOUN
hungeobull-12631	232	40	/	/	SYM
hungeobull-12631	232	41	ha	ha	INTJ
hungeobull-12631	232	42	,	,	PUNCT
hungeobull-12631	232	43	whereas	whereas	SCONJ
hungeobull-12631	232	44	dhillon	dhillon	PROPN
hungeobull-12631	232	45	,	,	PUNCT
hungeobull-12631	232	46	m.s	m.s	PROPN
hungeobull-12631	232	47	.	.	PROPN
hungeobull-12631	232	48	et	et	PROPN
hungeobull-12631	232	49	al	al	PROPN
hungeobull-12631	232	50	.	.	PROPN
hungeobull-12631	233	1	(	(	PUNCT
hungeobull-12631	233	2	2023	2023	NUM
hungeobull-12631	233	3	)	)	PUNCT
hungeobull-12631	233	4	successfully	successfully	ADV
hungeobull-12631	233	5	applied	apply	VERB
hungeobull-12631	233	6	the	the	DET
hungeobull-12631	233	7	rf	rf	ADJ
hungeobull-12631	233	8	model	model	NOUN
hungeobull-12631	233	9	to	to	ADP
hungeobull-12631	233	10	predicting	predict	VERB
hungeobull-12631	233	11	the	the	DET
hungeobull-12631	233	12	winter	winter	NOUN
hungeobull-12631	233	13	wheat	wheat	NOUN
hungeobull-12631	233	14	and	and	CCONJ
hungeobull-12631	233	15	rapeseed	rapeseed	NOUN
hungeobull-12631	233	16	yields	yield	NOUN
hungeobull-12631	233	17	in	in	ADP
hungeobull-12631	233	18	germany	germany	PROPN
hungeobull-12631	233	19	.	.	PUNCT
hungeobull-12631	234	1	the	the	DET
hungeobull-12631	234	2	robustness	robustness	NOUN
hungeobull-12631	234	3	and	and	CCONJ
hungeobull-12631	234	4	flexibility	flexibility	NOUN
hungeobull-12631	234	5	of	of	ADP
hungeobull-12631	234	6	rf	rf	NOUN
hungeobull-12631	234	7	,	,	PUNCT
hungeobull-12631	234	8	combined	combine	VERB
hungeobull-12631	234	9	with	with	ADP
hungeobull-12631	234	10	its	its	PRON
hungeobull-12631	234	11	ability	ability	NOUN
hungeobull-12631	234	12	to	to	PART
hungeobull-12631	234	13	handle	handle	VERB
hungeobull-12631	234	14	complex	complex	ADJ
hungeobull-12631	234	15	interactions	interaction	NOUN
hungeobull-12631	234	16	and	and	CCONJ
hungeobull-12631	234	17	nonlinear	nonlinear	ADJ
hungeobull-12631	234	18	relationships	relationship	NOUN
hungeobull-12631	234	19	,	,	PUNCT
hungeobull-12631	234	20	make	make	VERB
hungeobull-12631	234	21	it	it	PRON
hungeobull-12631	234	22	a	a	DET
hungeobull-12631	234	23	reliable	reliable	ADJ
hungeobull-12631	234	24	choice	choice	NOUN
hungeobull-12631	234	25	for	for	ADP
hungeobull-12631	234	26	crop	crop	NOUN
hungeobull-12631	234	27	yield	yield	NOUN
hungeobull-12631	234	28	forecasting	forecasting	NOUN
hungeobull-12631	234	29	.	.	PUNCT
hungeobull-12631	235	1	however	however	ADV
hungeobull-12631	235	2	,	,	PUNCT
hungeobull-12631	235	3	the	the	DET
hungeobull-12631	235	4	comparison	comparison	NOUN
hungeobull-12631	235	5	between	between	ADP
hungeobull-12631	235	6	the	the	DET
hungeobull-12631	235	7	rf	rf	ADJ
hungeobull-12631	235	8	and	and	CCONJ
hungeobull-12631	235	9	1d	1d	NUM
hungeobull-12631	235	10	-	-	PUNCT
hungeobull-12631	235	11	cnn	cnn	NOUN
hungeobull-12631	235	12	models	model	NOUN
hungeobull-12631	235	13	revealed	reveal	VERB
hungeobull-12631	235	14	that	that	SCONJ
hungeobull-12631	235	15	the	the	DET
hungeobull-12631	235	16	latter	latter	NOUN
hungeobull-12631	235	17	generally	generally	ADV
hungeobull-12631	235	18	outperformed	outperform	VERB
hungeobull-12631	235	19	the	the	DET
hungeobull-12631	235	20	former	former	ADJ
hungeobull-12631	235	21	with	with	ADP
hungeobull-12631	235	22	an	an	DET
hungeobull-12631	235	23	r2	r2	NOUN
hungeobull-12631	235	24	value	value	NOUN
hungeobull-12631	235	25	of	of	ADP
hungeobull-12631	235	26	0.86	0.86	NUM
hungeobull-12631	235	27	in	in	ADP
hungeobull-12631	235	28	2021	2021	NUM
hungeobull-12631	235	29	and	and	CCONJ
hungeobull-12631	235	30	rmse	rmse	ADJ
hungeobull-12631	235	31	value	value	NOUN
hungeobull-12631	235	32	of	of	ADP
hungeobull-12631	235	33	0.276	0.276	NUM
hungeobull-12631	235	34	t	t	NOUN
hungeobull-12631	235	35	/	/	SYM
hungeobull-12631	235	36	ha	ha	INTJ
hungeobull-12631	235	37	for	for	ADP
hungeobull-12631	235	38	2017	2017	NUM
hungeobull-12631	235	39	.	.	PUNCT
hungeobull-12631	236	1	this	this	DET
hungeobull-12631	236	2	finding	finding	NOUN
hungeobull-12631	236	3	is	be	AUX
hungeobull-12631	236	4	consistent	consistent	ADJ
hungeobull-12631	236	5	with	with	ADP
hungeobull-12631	236	6	other	other	ADJ
hungeobull-12631	236	7	studies	study	NOUN
hungeobull-12631	236	8	that	that	PRON
hungeobull-12631	236	9	have	have	AUX
hungeobull-12631	236	10	highlighted	highlight	VERB
hungeobull-12631	236	11	the	the	DET
hungeobull-12631	236	12	effectiveness	effectiveness	NOUN
hungeobull-12631	236	13	of	of	ADP
hungeobull-12631	236	14	dl	dl	PROPN
hungeobull-12631	236	15	models	model	NOUN
hungeobull-12631	236	16	at	at	ADP
hungeobull-12631	236	17	crop	crop	NOUN
hungeobull-12631	236	18	yield	yield	NOUN
hungeobull-12631	236	19	prediction	prediction	NOUN
hungeobull-12631	236	20	(	(	PUNCT
hungeobull-12631	236	21	khaki	khaki	NOUN
hungeobull-12631	236	22	,	,	PUNCT
hungeobull-12631	236	23	s.	s.	PROPN
hungeobull-12631	236	24	and	and	CCONJ
hungeobull-12631	236	25	wang	wang	PROPN
hungeobull-12631	236	26	,	,	PUNCT
hungeobull-12631	236	27	l.	l.	PROPN
hungeobull-12631	236	28	2019	2019	NUM
hungeobull-12631	236	29	;	;	PUNCT
hungeobull-12631	236	30	khaki	khaki	PROPN
hungeobull-12631	236	31	,	,	PUNCT
hungeobull-12631	236	32	s.	s.	PROPN
hungeobull-12631	236	33	et	et	PROPN
hungeobull-12631	236	34	al	al	PROPN
hungeobull-12631	236	35	.	.	PROPN
hungeobull-12631	236	36	2020	2020	NUM
hungeobull-12631	236	37	)	)	PUNCT
hungeobull-12631	236	38	.	.	PUNCT
hungeobull-12631	237	1	khaki	khaki	PROPN
hungeobull-12631	237	2	,	,	PUNCT
hungeobull-12631	237	3	s.	s.	PROPN
hungeobull-12631	237	4	and	and	CCONJ
hungeobull-12631	237	5	wang	wang	PROPN
hungeobull-12631	237	6	,	,	PUNCT
hungeobull-12631	237	7	l.	l.	PROPN
hungeobull-12631	237	8	(	(	PUNCT
hungeobull-12631	237	9	2019	2019	NUM
hungeobull-12631	237	10	)	)	PUNCT
hungeobull-12631	237	11	employed	employ	VERB
hungeobull-12631	237	12	a	a	DET
hungeobull-12631	237	13	deep	deep	ADJ
hungeobull-12631	237	14	neural	neural	ADJ
hungeobull-12631	237	15	network	network	NOUN
hungeobull-12631	237	16	for	for	ADP
hungeobull-12631	237	17	crop	crop	NOUN
hungeobull-12631	237	18	yield	yield	NOUN
hungeobull-12631	237	19	prediction	prediction	NOUN
hungeobull-12631	237	20	and	and	CCONJ
hungeobull-12631	237	21	achieved	achieve	VERB
hungeobull-12631	237	22	better	well	ADJ
hungeobull-12631	237	23	accuracy	accuracy	NOUN
hungeobull-12631	237	24	than	than	ADP
hungeobull-12631	237	25	with	with	ADP
hungeobull-12631	237	26	traditional	traditional	ADJ
hungeobull-12631	237	27	ml	ml	NOUN
hungeobull-12631	237	28	models	model	NOUN
hungeobull-12631	237	29	.	.	PUNCT
hungeobull-12631	238	1	khaki	khaki	PROPN
hungeobull-12631	238	2	,	,	PUNCT
hungeobull-12631	238	3	s.	s.	PROPN
hungeobull-12631	238	4	et	et	PROPN
hungeobull-12631	238	5	al	al	PROPN
hungeobull-12631	238	6	.	.	PROPN
hungeobull-12631	238	7	(	(	PUNCT
hungeobull-12631	238	8	2020	2020	NUM
hungeobull-12631	238	9	)	)	PUNCT
hungeobull-12631	238	10	developed	develop	VERB
hungeobull-12631	238	11	a	a	DET
hungeobull-12631	238	12	dl	dl	NOUN
hungeobull-12631	238	13	-	-	PUNCT
hungeobull-12631	238	14	based	base	VERB
hungeobull-12631	238	15	model	model	NOUN
hungeobull-12631	238	16	to	to	PART
hungeobull-12631	238	17	predict	predict	VERB
hungeobull-12631	238	18	corn	corn	NOUN
hungeobull-12631	238	19	and	and	CCONJ
hungeobull-12631	238	20	soybean	soybean	NOUN
hungeobull-12631	238	21	yields	yield	NOUN
hungeobull-12631	238	22	across	across	ADP
hungeobull-12631	238	23	the	the	DET
hungeobull-12631	238	24	corn	corn	NOUN
hungeobull-12631	238	25	belt	belt	NOUN
hungeobull-12631	238	26	and	and	CCONJ
hungeobull-12631	238	27	demonstrated	demonstrate	VERB
hungeobull-12631	238	28	its	its	PRON
hungeobull-12631	238	29	superior	superior	ADJ
hungeobull-12631	238	30	performance	performance	NOUN
hungeobull-12631	238	31	.	.	PUNCT
hungeobull-12631	239	1	our	our	PRON
hungeobull-12631	239	2	study	study	NOUN
hungeobull-12631	239	3	adds	add	VERB
hungeobull-12631	239	4	to	to	ADP
hungeobull-12631	239	5	the	the	DET
hungeobull-12631	239	6	growing	grow	VERB
hungeobull-12631	239	7	body	body	NOUN
hungeobull-12631	239	8	of	of	ADP
hungeobull-12631	239	9	literature	literature	NOUN
hungeobull-12631	239	10	supporting	support	VERB
hungeobull-12631	239	11	the	the	DET
hungeobull-12631	239	12	potential	potential	NOUN
hungeobull-12631	239	13	of	of	ADP
hungeobull-12631	239	14	dl	dl	PROPN
hungeobull-12631	239	15	models	model	NOUN
hungeobull-12631	239	16	for	for	ADP
hungeobull-12631	239	17	improving	improve	VERB
hungeobull-12631	239	18	the	the	DET
hungeobull-12631	239	19	accuracy	accuracy	NOUN
hungeobull-12631	239	20	of	of	ADP
hungeobull-12631	239	21	crop	crop	NOUN
hungeobull-12631	239	22	yield	yield	NOUN
hungeobull-12631	239	23	forecasting	forecasting	NOUN
hungeobull-12631	239	24	.	.	PUNCT
hungeobull-12631	240	1	conclusions	conclusion	NOUN
hungeobull-12631	240	2	we	we	PRON
hungeobull-12631	240	3	explored	explore	VERB
hungeobull-12631	240	4	the	the	DET
hungeobull-12631	240	5	various	various	ADJ
hungeobull-12631	240	6	contributions	contribution	NOUN
hungeobull-12631	240	7	of	of	ADP
hungeobull-12631	240	8	dynamic	dynamic	ADJ
hungeobull-12631	240	9	input	input	NOUN
hungeobull-12631	240	10	features	feature	NOUN
hungeobull-12631	240	11	to	to	ADP
hungeobull-12631	240	12	soybean	soybean	NOUN
hungeobull-12631	240	13	yield	yield	NOUN
hungeobull-12631	240	14	forecasting	forecasting	NOUN
hungeobull-12631	240	15	and	and	CCONJ
hungeobull-12631	240	16	compared	compare	VERB
hungeobull-12631	240	17	the	the	DET
hungeobull-12631	240	18	performances	performance	NOUN
hungeobull-12631	240	19	of	of	ADP
hungeobull-12631	240	20	different	different	ADJ
hungeobull-12631	240	21	ml	ml	NOUN
hungeobull-12631	240	22	models	model	NOUN
hungeobull-12631	240	23	.	.	PUNCT
hungeobull-12631	241	1	the	the	DET
hungeobull-12631	241	2	findings	finding	NOUN
hungeobull-12631	241	3	emphasized	emphasize	VERB
hungeobull-12631	241	4	the	the	DET
hungeobull-12631	241	5	importance	importance	NOUN
hungeobull-12631	241	6	of	of	ADP
hungeobull-12631	241	7	vi	vi	PROPN
hungeobull-12631	241	8	data	datum	NOUN
hungeobull-12631	241	9	from	from	ADP
hungeobull-12631	241	10	mid	mid	PROPN
hungeobull-12631	241	11	-	-	PROPN
hungeobull-12631	241	12	july	july	PROPN
hungeobull-12631	241	13	,	,	PUNCT
hungeobull-12631	241	14	particularly	particularly	ADV
hungeobull-12631	241	15	sr	sr	PROPN
hungeobull-12631	241	16	band	band	NOUN
hungeobull-12631	241	17	2	2	NUM
hungeobull-12631	241	18	,	,	PUNCT
hungeobull-12631	241	19	evi	evi	NOUN
hungeobull-12631	241	20	,	,	PUNCT
hungeobull-12631	241	21	and	and	CCONJ
hungeobull-12631	241	22	ndvi	ndvi	PROPN
hungeobull-12631	241	23	,	,	PUNCT
hungeobull-12631	241	24	to	to	ADP
hungeobull-12631	241	25	the	the	DET
hungeobull-12631	241	26	soybean	soybean	NOUN
hungeobull-12631	241	27	yield	yield	NOUN
hungeobull-12631	241	28	,	,	PUNCT
hungeobull-12631	241	29	which	which	PRON
hungeobull-12631	241	30	align	align	VERB
hungeobull-12631	241	31	with	with	ADP
hungeobull-12631	241	32	previous	previous	ADJ
hungeobull-12631	241	33	studies	study	NOUN
hungeobull-12631	241	34	.	.	PUNCT
hungeobull-12631	242	1	the	the	DET
hungeobull-12631	242	2	rf	rf	NOUN
hungeobull-12631	242	3	model	model	NOUN
hungeobull-12631	242	4	consistently	consistently	ADV
hungeobull-12631	242	5	outperformed	outperform	VERB
hungeobull-12631	242	6	the	the	DET
hungeobull-12631	242	7	other	other	ADJ
hungeobull-12631	242	8	ml	ml	NOUN
hungeobull-12631	242	9	models	model	NOUN
hungeobull-12631	242	10	in	in	ADP
hungeobull-12631	242	11	forecasting	forecast	VERB
hungeobull-12631	242	12	the	the	DET
hungeobull-12631	242	13	soybean	soybean	NOUN
hungeobull-12631	242	14	yield	yield	NOUN
hungeobull-12631	242	15	.	.	PUNCT
hungeobull-12631	243	1	however	however	ADV
hungeobull-12631	243	2	,	,	PUNCT
hungeobull-12631	243	3	the	the	DET
hungeobull-12631	243	4	1dcnn	1dcnn	NUM
hungeobull-12631	243	5	model	model	NOUN
hungeobull-12631	243	6	performed	perform	VERB
hungeobull-12631	243	7	even	even	ADV
hungeobull-12631	243	8	better	well	ADV
hungeobull-12631	243	9	,	,	PUNCT
hungeobull-12631	243	10	which	which	PRON
hungeobull-12631	243	11	highlights	highlight	VERB
hungeobull-12631	243	12	the	the	DET
hungeobull-12631	243	13	potential	potential	NOUN
hungeobull-12631	243	14	of	of	ADP
hungeobull-12631	243	15	dl	dl	PROPN
hungeobull-12631	243	16	models	model	NOUN
hungeobull-12631	243	17	for	for	ADP
hungeobull-12631	243	18	crop	crop	NOUN
hungeobull-12631	243	19	yield	yield	NOUN
hungeobull-12631	243	20	forecasting	forecasting	NOUN
hungeobull-12631	243	21	.	.	PUNCT
hungeobull-12631	244	1	the	the	DET
hungeobull-12631	244	2	spatial	spatial	ADJ
hungeobull-12631	244	3	patterns	pattern	NOUN
hungeobull-12631	244	4	of	of	ADP
hungeobull-12631	244	5	the	the	DET
hungeobull-12631	244	6	forecasted	forecast	VERB
hungeobull-12631	244	7	yields	yield	NOUN
hungeobull-12631	244	8	indicated	indicate	VERB
hungeobull-12631	244	9	higher	high	ADJ
hungeobull-12631	244	10	yields	yield	NOUN
hungeobull-12631	244	11	in	in	ADP
hungeobull-12631	244	12	the	the	DET
hungeobull-12631	244	13	central	central	ADJ
hungeobull-12631	244	14	and	and	CCONJ
hungeobull-12631	244	15	north	north	NOUN
hungeobull-12631	244	16	-	-	PUNCT
hungeobull-12631	244	17	eastern	eastern	ADJ
hungeobull-12631	244	18	states	state	NOUN
hungeobull-12631	244	19	and	and	CCONJ
hungeobull-12631	244	20	lower	low	ADJ
hungeobull-12631	244	21	yields	yield	NOUN
hungeobull-12631	244	22	in	in	ADP
hungeobull-12631	244	23	the	the	DET
hungeobull-12631	244	24	southern	southern	ADJ
hungeobull-12631	244	25	and	and	CCONJ
hungeobull-12631	244	26	northern	northern	ADJ
hungeobull-12631	244	27	states	state	NOUN
hungeobull-12631	244	28	.	.	PUNCT
hungeobull-12631	245	1	these	these	DET
hungeobull-12631	245	2	variations	variation	NOUN
hungeobull-12631	245	3	can	can	AUX
hungeobull-12631	245	4	be	be	AUX
hungeobull-12631	245	5	attributed	attribute	VERB
hungeobull-12631	245	6	to	to	ADP
hungeobull-12631	245	7	multiple	multiple	ADJ
hungeobull-12631	245	8	factors	factor	NOUN
hungeobull-12631	245	9	,	,	PUNCT
hungeobull-12631	245	10	including	include	VERB
hungeobull-12631	245	11	the	the	DET
hungeobull-12631	245	12	climate	climate	NOUN
hungeobull-12631	245	13	,	,	PUNCT
hungeobull-12631	245	14	soil	soil	NOUN
hungeobull-12631	245	15	quality	quality	NOUN
hungeobull-12631	245	16	,	,	PUNCT
hungeobull-12631	245	17	and	and	CCONJ
hungeobull-12631	245	18	local	local	ADJ
hungeobull-12631	245	19	agricultural	agricultural	ADJ
hungeobull-12631	245	20	practices	practice	NOUN
hungeobull-12631	245	21	.	.	PUNCT
hungeobull-12631	246	1	overall	overall	ADV
hungeobull-12631	246	2	,	,	PUNCT
hungeobull-12631	246	3	this	this	DET
hungeobull-12631	246	4	study	study	NOUN
hungeobull-12631	246	5	provides	provide	VERB
hungeobull-12631	246	6	insights	insight	NOUN
hungeobull-12631	246	7	into	into	ADP
hungeobull-12631	246	8	the	the	DET
hungeobull-12631	246	9	importance	importance	NOUN
hungeobull-12631	246	10	of	of	ADP
hungeobull-12631	246	11	different	different	ADJ
hungeobull-12631	246	12	input	input	NOUN
hungeobull-12631	246	13	features	feature	NOUN
hungeobull-12631	246	14	to	to	ADP
hungeobull-12631	246	15	crop	crop	NOUN
hungeobull-12631	246	16	yield	yield	NOUN
hungeobull-12631	246	17	forecasting	forecasting	NOUN
hungeobull-12631	246	18	and	and	CCONJ
hungeobull-12631	246	19	the	the	DET
hungeobull-12631	246	20	performances	performance	NOUN
hungeobull-12631	246	21	of	of	ADP
hungeobull-12631	246	22	ml	ml	NOUN
hungeobull-12631	246	23	and	and	CCONJ
hungeobull-12631	246	24	dl	dl	PROPN
hungeobull-12631	246	25	models	model	NOUN
hungeobull-12631	246	26	.	.	PUNCT
hungeobull-12631	247	1	these	these	DET
hungeobull-12631	247	2	findings	finding	NOUN
hungeobull-12631	247	3	can	can	AUX
hungeobull-12631	247	4	help	help	VERB
hungeobull-12631	247	5	researchers	researcher	NOUN
hungeobull-12631	247	6	,	,	PUNCT
hungeobull-12631	247	7	practitioners	practitioner	NOUN
hungeobull-12631	247	8	,	,	PUNCT
hungeobull-12631	247	9	and	and	CCONJ
hungeobull-12631	247	10	policymakers	policymaker	NOUN
hungeobull-12631	247	11	in	in	ADP
hungeobull-12631	247	12	making	make	VERB
hungeobull-12631	247	13	informed	informed	ADJ
hungeobull-12631	247	14	decisions	decision	NOUN
hungeobull-12631	247	15	to	to	PART
hungeobull-12631	247	16	enhance	enhance	VERB
hungeobull-12631	247	17	crop	crop	NOUN
hungeobull-12631	247	18	productivity	productivity	NOUN
hungeobull-12631	247	19	and	and	CCONJ
hungeobull-12631	247	20	ensure	ensure	VERB
hungeobull-12631	247	21	food	food	NOUN
hungeobull-12631	247	22	security	security	NOUN
hungeobull-12631	247	23	.	.	PUNCT
hungeobull-12631	248	1	future	future	ADJ
hungeobull-12631	248	2	research	research	NOUN
hungeobull-12631	248	3	can	can	AUX
hungeobull-12631	248	4	focus	focus	VERB
hungeobull-12631	248	5	on	on	ADP
hungeobull-12631	248	6	integrating	integrate	VERB
hungeobull-12631	248	7	additional	additional	ADJ
hungeobull-12631	248	8	variables	variable	NOUN
hungeobull-12631	248	9	and	and	CCONJ
hungeobull-12631	248	10	exploring	explore	VERB
hungeobull-12631	248	11	advanced	advanced	ADJ
hungeobull-12631	248	12	dl	dl	NOUN
hungeobull-12631	248	13	techniques	technique	NOUN
hungeobull-12631	248	14	to	to	PART
hungeobull-12631	248	15	further	far	ADV
hungeobull-12631	248	16	improve	improve	VERB
hungeobull-12631	248	17	the	the	DET
hungeobull-12631	248	18	accuracy	accuracy	NOUN
hungeobull-12631	248	19	of	of	ADP
hungeobull-12631	248	20	crop	crop	NOUN
hungeobull-12631	248	21	yield	yield	NOUN
hungeobull-12631	248	22	forecasting	forecasting	NOUN
hungeobull-12631	248	23	.	.	PUNCT
hungeobull-12631	249	1	disclosure	disclosure	NOUN
hungeobull-12631	249	2	statement	statement	NOUN
hungeobull-12631	249	3	:	:	PUNCT
hungeobull-12631	249	4	the	the	DET
hungeobull-12631	249	5	authors	author	NOUN
hungeobull-12631	249	6	report	report	VERB
hungeobull-12631	249	7	there	there	PRON
hungeobull-12631	249	8	are	be	VERB
hungeobull-12631	249	9	no	no	DET
hungeobull-12631	249	10	competing	compete	VERB
hungeobull-12631	249	11	interests	interest	NOUN
hungeobull-12631	249	12	to	to	PART
hungeobull-12631	249	13	declare	declare	VERB
hungeobull-12631	249	14	.	.	PUNCT
hungeobull-12631	250	1	authors	author	NOUN
hungeobull-12631	250	2	’	'	PUNCT
hungeobull-12631	250	3	orcid	orcid	NOUN
hungeobull-12631	250	4	:	:	PUNCT
hungeobull-12631	251	1	farmonov	farmonov	ADJ
hungeobull-12631	251	2	,	,	PUNCT
hungeobull-12631	251	3	n.	n.	PROPN
hungeobull-12631	251	4	–	–	PUNCT
hungeobull-12631	251	5	https://orcid.org/0000-0002-2491-9340	https://orcid.org/0000-0002-2491-9340	PROPN
hungeobull-12631	251	6	amankulova	amankulova	PROPN
hungeobull-12631	251	7	,	,	PUNCT
hungeobull-12631	251	8	k.	k.	PROPN
hungeobull-12631	251	9	–	–	PUNCT
hungeobull-12631	251	10	https://orcid.org/0000-0001-6562-5616	https://orcid.org/0000-0001-6562-5616	PROPN
hungeobull-12631	251	11	khan	khan	PROPN
hungeobull-12631	251	12	,	,	PUNCT
hungeobull-12631	251	13	s.n	s.n	PROPN
hungeobull-12631	251	14	.	.	PROPN
hungeobull-12631	251	15	–	–	PUNCT
hungeobull-12631	251	16	https://orcid.org/0000-0003-2185-7276	https://orcid.org/0000-0003-2185-7276	PROPN
hungeobull-12631	251	17	szatmári	szatmári	NOUN
hungeobull-12631	251	18	,	,	PUNCT
hungeobull-12631	251	19	j.	j.	PROPN
hungeobull-12631	251	20	–	–	PUNCT
hungeobull-12631	251	21	https://orcid.org/0000-0002-7896-3363	https://orcid.org/0000-0002-7896-3363	PROPN
hungeobull-12631	251	22	mucsi	mucsi	NOUN
hungeobull-12631	251	23	,	,	PUNCT
hungeobull-12631	251	24	l.	l.	PROPN
hungeobull-12631	251	25	–	–	PUNCT
hungeobull-12631	251	26	https://orcid.org/0000-0002-5807-3742	https://orcid.org/0000-0002-5807-3742	ADV
hungeobull-12631	251	27	https://orcid.org/0000-0002-2491-9340	https://orcid.org/0000-0002-2491-9340	VERB
hungeobull-12631	251	28	https://orcid.org/0000-0001-6562-5616	https://orcid.org/0000-0001-6562-5616	PROPN
hungeobull-12631	251	29	https://orcid.org/0000-0003-2185-7276	https://orcid.org/0000-0003-2185-7276	ADV
hungeobull-12631	251	30	https://orcid.org/0000-0002-7896-3363	https://orcid.org/0000-0002-7896-3363	PROPN
hungeobull-12631	251	31	https://orcid.org/0000-0002-5807-3742	https://orcid.org/0000-0002-5807-3742	ADV
hungeobull-12631	251	32	farmonov	farmonov	PROPN
hungeobull-12631	251	33	,	,	PUNCT
hungeobull-12631	251	34	n.	n.	PROPN
hungeobull-12631	251	35	et	et	PROPN
hungeobull-12631	251	36	al	al	PROPN
hungeobull-12631	251	37	.	.	PUNCT
hungeobull-12631	252	1	hungarian	hungarian	ADJ
hungeobull-12631	252	2	geographical	geographical	ADJ
hungeobull-12631	252	3	bulletin	bulletin	NOUN
hungeobull-12631	252	4	72	72	NUM
hungeobull-12631	252	5	(	(	PUNCT
hungeobull-12631	252	6	2023	2023	NUM
hungeobull-12631	252	7	)	)	PUNCT
hungeobull-12631	252	8	(	(	PUNCT
hungeobull-12631	252	9	4	4	X
hungeobull-12631	252	10	)	)	PUNCT
hungeobull-12631	252	11	383–398.396	383–398.396	NUM
hungeobull-12631	252	12	references	reference	NOUN
hungeobull-12631	252	13	barbosa	barbosa	PROPN
hungeobull-12631	252	14	dos	do	VERB
hungeobull-12631	252	15	santos	santos	PROPN
hungeobull-12631	252	16	,	,	PUNCT
hungeobull-12631	252	17	v.	v.	PROPN
hungeobull-12631	252	18	,	,	PUNCT
hungeobull-12631	252	19	moreno	moreno	PROPN
hungeobull-12631	252	20	ferreira	ferreira	PROPN
hungeobull-12631	252	21	dos	dos	PROPN
hungeobull-12631	252	22	santos	santos	PROPN
hungeobull-12631	252	23	,	,	PUNCT
hungeobull-12631	252	24	a.	a.	NOUN
hungeobull-12631	252	25	,	,	PUNCT
hungeobull-12631	252	26	da	da	PROPN
hungeobull-12631	252	27	silva	silva	PROPN
hungeobull-12631	252	28	cabral	cabral	PROPN
hungeobull-12631	252	29	de	de	PROPN
hungeobull-12631	252	30	moraes	moraes	PROPN
hungeobull-12631	252	31	,	,	PUNCT
hungeobull-12631	252	32	j.r	j.r	PROPN
hungeobull-12631	252	33	.	.	PROPN
hungeobull-12631	252	34	,	,	PUNCT
hungeobull-12631	252	35	de	de	PROPN
hungeobull-12631	252	36	oliveira	oliveira	PROPN
hungeobull-12631	252	37	vieira	vieira	PROPN
hungeobull-12631	252	38	,	,	PUNCT
hungeobull-12631	252	39	i.c	i.c	PROPN
hungeobull-12631	252	40	.	.	PROPN
hungeobull-12631	252	41	and	and	CCONJ
hungeobull-12631	252	42	de	de	PROPN
hungeobull-12631	252	43	souza	souza	PROPN
hungeobull-12631	252	44	rolim	rolim	PROPN
hungeobull-12631	252	45	,	,	PUNCT
hungeobull-12631	252	46	g.	g.	PROPN
hungeobull-12631	252	47	2022	2022	NUM
hungeobull-12631	252	48	.	.	PUNCT
hungeobull-12631	253	1	machine	machine	NOUN
hungeobull-12631	253	2	learning	learn	VERB
hungeobull-12631	253	3	algorithms	algorithm	NOUN
hungeobull-12631	253	4	for	for	ADP
hungeobull-12631	253	5	soybean	soybean	NOUN
hungeobull-12631	253	6	yield	yield	NOUN
hungeobull-12631	253	7	forecasting	forecasting	NOUN
hungeobull-12631	253	8	in	in	ADP
hungeobull-12631	253	9	the	the	DET
hungeobull-12631	253	10	brazilian	brazilian	ADJ
hungeobull-12631	253	11	cerrado	cerrado	NOUN
hungeobull-12631	253	12	.	.	PUNCT
hungeobull-12631	254	1	journal	journal	NOUN
hungeobull-12631	254	2	of	of	ADP
hungeobull-12631	254	3	the	the	DET
hungeobull-12631	254	4	science	science	NOUN
hungeobull-12631	254	5	of	of	ADP
hungeobull-12631	254	6	food	food	NOUN
hungeobull-12631	254	7	and	and	CCONJ
hungeobull-12631	254	8	agriculture	agriculture	NOUN
hungeobull-12631	254	9	102	102	NUM
hungeobull-12631	254	10	.	.	PUNCT
hungeobull-12631	255	1	(	(	PUNCT
hungeobull-12631	255	2	9	9	NUM
hungeobull-12631	255	3	):	):	PUNCT
hungeobull-12631	255	4	3665–3672	3665–3672	NUM
hungeobull-12631	255	5	.	.	PUNCT
hungeobull-12631	255	6	available	available	ADJ
hungeobull-12631	255	7	at	at	ADP
hungeobull-12631	255	8	https://doi.org/10.1002/jsfa.11713	https://doi.org/10.1002/jsfa.11713	PROPN
hungeobull-12631	255	9	boryan	boryan	PROPN
hungeobull-12631	255	10	,	,	PUNCT
hungeobull-12631	255	11	c.	c.	PROPN
hungeobull-12631	255	12	,	,	PUNCT
hungeobull-12631	255	13	yang	yang	PROPN
hungeobull-12631	255	14	,	,	PUNCT
hungeobull-12631	255	15	z.	z.	PROPN
hungeobull-12631	255	16	,	,	PUNCT
hungeobull-12631	255	17	mueller	mueller	PROPN
hungeobull-12631	255	18	,	,	PUNCT
hungeobull-12631	255	19	r.	r.	PROPN
hungeobull-12631	255	20	and	and	CCONJ
hungeobull-12631	255	21	craig	craig	PROPN
hungeobull-12631	255	22	,	,	PUNCT
hungeobull-12631	255	23	m.	m.	NOUN
hungeobull-12631	255	24	2011	2011	NUM
hungeobull-12631	255	25	.	.	PUNCT
hungeobull-12631	256	1	monitoring	monitor	VERB
hungeobull-12631	256	2	us	we	PRON
hungeobull-12631	256	3	agriculture	agriculture	NOUN
hungeobull-12631	256	4	:	:	PUNCT
hungeobull-12631	256	5	the	the	DET
hungeobull-12631	256	6	us	us	PROPN
hungeobull-12631	256	7	department	department	PROPN
hungeobull-12631	256	8	of	of	ADP
hungeobull-12631	256	9	agriculture	agriculture	PROPN
hungeobull-12631	256	10	,	,	PUNCT
hungeobull-12631	256	11	national	national	ADJ
hungeobull-12631	256	12	agricultural	agricultural	ADJ
hungeobull-12631	256	13	statistics	statistic	NOUN
hungeobull-12631	256	14	service	service	NOUN
hungeobull-12631	256	15	.	.	PUNCT
hungeobull-12631	257	1	cropland	cropland	PROPN
hungeobull-12631	257	2	data	data	PROPN
hungeobull-12631	257	3	layer	layer	NOUN
hungeobull-12631	257	4	program	program	NOUN
hungeobull-12631	257	5	.	.	PUNCT
hungeobull-12631	258	1	geocarto	geocarto	PROPN
hungeobull-12631	258	2	international	international	PROPN
hungeobull-12631	258	3	26	26	NUM
hungeobull-12631	258	4	.	.	PUNCT
hungeobull-12631	259	1	(	(	PUNCT
hungeobull-12631	259	2	5	5	NUM
hungeobull-12631	259	3	):	):	PUNCT
hungeobull-12631	259	4	341–358	341–358	PROPN
hungeobull-12631	259	5	.	.	PUNCT
hungeobull-12631	259	6	available	available	ADJ
hungeobull-12631	259	7	at	at	ADP
hungeobull-12631	259	8	https://	https://	PROPN
hungeobull-12631	259	9	doi.org/10.1080/10106049.2011.562309	doi.org/10.1080/10106049.2011.562309	PROPN
hungeobull-12631	259	10	cai	cai	PROPN
hungeobull-12631	259	11	,	,	PUNCT
hungeobull-12631	259	12	y.	y.	PROPN
hungeobull-12631	259	13	,	,	PUNCT
hungeobull-12631	259	14	guan	guan	PROPN
hungeobull-12631	259	15	,	,	PUNCT
hungeobull-12631	259	16	k.	k.	PROPN
hungeobull-12631	259	17	,	,	PUNCT
hungeobull-12631	259	18	lobell	lobell	PROPN
hungeobull-12631	259	19	,	,	PUNCT
hungeobull-12631	259	20	d.	d.	PROPN
hungeobull-12631	259	21	,	,	PUNCT
hungeobull-12631	259	22	potgieter	potgieter	NOUN
hungeobull-12631	259	23	,	,	PUNCT
hungeobull-12631	259	24	a.b	a.b	PROPN
hungeobull-12631	259	25	.	.	PROPN
hungeobull-12631	259	26	,	,	PUNCT
hungeobull-12631	259	27	wang	wang	PROPN
hungeobull-12631	259	28	,	,	PUNCT
hungeobull-12631	259	29	s.	s.	PROPN
hungeobull-12631	259	30	,	,	PUNCT
hungeobull-12631	259	31	peng	peng	PROPN
hungeobull-12631	259	32	,	,	PUNCT
hungeobull-12631	259	33	j.	j.	PROPN
hungeobull-12631	259	34	xu	xu	PROPN
hungeobull-12631	259	35	,	,	PUNCT
hungeobull-12631	259	36	t.	t.	PROPN
hungeobull-12631	259	37	et	et	PROPN
hungeobull-12631	259	38	al	al	PROPN
hungeobull-12631	259	39	.	.	PROPN
hungeobull-12631	259	40	2019	2019	NUM
hungeobull-12631	259	41	.	.	PUNCT
hungeobull-12631	260	1	integrating	integrate	VERB
hungeobull-12631	260	2	satellite	satellite	NOUN
hungeobull-12631	260	3	and	and	CCONJ
hungeobull-12631	260	4	climate	climate	NOUN
hungeobull-12631	260	5	data	datum	NOUN
hungeobull-12631	260	6	to	to	PART
hungeobull-12631	260	7	predict	predict	VERB
hungeobull-12631	260	8	wheat	wheat	NOUN
hungeobull-12631	260	9	yield	yield	NOUN
hungeobull-12631	260	10	in	in	ADP
hungeobull-12631	260	11	australia	australia	PROPN
hungeobull-12631	260	12	using	use	VERB
hungeobull-12631	260	13	machine	machine	NOUN
hungeobull-12631	260	14	learning	learning	NOUN
hungeobull-12631	260	15	approaches	approach	NOUN
hungeobull-12631	260	16	.	.	PUNCT
hungeobull-12631	261	1	agricultural	agricultural	ADJ
hungeobull-12631	261	2	and	and	CCONJ
hungeobull-12631	261	3	forest	forest	NOUN
hungeobull-12631	261	4	meteorology	meteorology	NOUN
hungeobull-12631	261	5	274	274	NUM
hungeobull-12631	261	6	.	.	PUNCT
hungeobull-12631	262	1	(	(	PUNCT
hungeobull-12631	262	2	august	august	PROPN
hungeobull-12631	262	3	):	):	PUNCT
hungeobull-12631	262	4	144–159	144–159	NUM
hungeobull-12631	262	5	.	.	PUNCT
hungeobull-12631	263	1	available	available	ADJ
hungeobull-12631	263	2	at	at	ADP
hungeobull-12631	263	3	https://doi.org/10.1016/j.agrformet.2019.03.010	https://doi.org/10.1016/j.agrformet.2019.03.010	PROPN
hungeobull-12631	263	4	chen	chen	PROPN
hungeobull-12631	263	5	,	,	PUNCT
hungeobull-12631	263	6	t.	t.	PROPN
hungeobull-12631	263	7	and	and	CCONJ
hungeobull-12631	263	8	guestrin	guestrin	NOUN
hungeobull-12631	263	9	,	,	PUNCT
hungeobull-12631	263	10	c.	c.	PROPN
hungeobull-12631	263	11	2016	2016	NUM
hungeobull-12631	263	12	.	.	PUNCT
hungeobull-12631	264	1	xgboost	xgboost	X
hungeobull-12631	264	2	:	:	PUNCT
hungeobull-12631	265	1	a	a	DET
hungeobull-12631	265	2	scalable	scalable	ADJ
hungeobull-12631	265	3	tree	tree	NOUN
hungeobull-12631	265	4	boosting	boost	VERB
hungeobull-12631	265	5	system	system	NOUN
hungeobull-12631	265	6	.	.	PUNCT
hungeobull-12631	266	1	in	in	ADP
hungeobull-12631	266	2	proceedings	proceeding	NOUN
hungeobull-12631	266	3	of	of	ADP
hungeobull-12631	266	4	the	the	DET
hungeobull-12631	266	5	22nd	22nd	PROPN
hungeobull-12631	266	6	acm	acm	PROPN
hungeobull-12631	266	7	sigkdd	sigkdd	PROPN
hungeobull-12631	266	8	international	international	ADJ
hungeobull-12631	266	9	conference	conference	NOUN
hungeobull-12631	266	10	on	on	ADP
hungeobull-12631	266	11	knowledge	knowledge	NOUN
hungeobull-12631	266	12	discovery	discovery	PROPN
hungeobull-12631	266	13	and	and	CCONJ
hungeobull-12631	266	14	data	datum	NOUN
hungeobull-12631	266	15	mining	mining	NOUN
hungeobull-12631	266	16	.	.	PUNCT
hungeobull-12631	267	1	san	san	PROPN
hungeobull-12631	267	2	francisco	francisco	PROPN
hungeobull-12631	267	3	ca	ca	PROPN
hungeobull-12631	267	4	,	,	PUNCT
hungeobull-12631	267	5	usa	usa	PROPN
hungeobull-12631	267	6	,	,	PUNCT
hungeobull-12631	267	7	acm	acm	PROPN
hungeobull-12631	267	8	.	.	PUNCT
hungeobull-12631	268	1	785–794	785–794	NUM
hungeobull-12631	268	2	.	.	PUNCT
hungeobull-12631	268	3	available	available	ADJ
hungeobull-12631	268	4	at	at	ADP
hungeobull-12631	268	5	https://doi	https://doi	PROPN
hungeobull-12631	268	6	.	.	PUNCT
hungeobull-12631	269	1	org/10.1145/2939672.2939785	org/10.1145/2939672.2939785	PROPN
hungeobull-12631	269	2	dhillon	dhillon	PROPN
hungeobull-12631	269	3	,	,	PUNCT
hungeobull-12631	269	4	m.s	m.s	PROPN
hungeobull-12631	269	5	.	.	PROPN
hungeobull-12631	269	6	,	,	PUNCT
hungeobull-12631	269	7	dahms	dahm	NOUN
hungeobull-12631	269	8	,	,	PUNCT
hungeobull-12631	269	9	t.	t.	PROPN
hungeobull-12631	269	10	,	,	PUNCT
hungeobull-12631	269	11	kuebert	kuebert	NOUN
hungeobull-12631	269	12	-	-	PUNCT
hungeobull-12631	269	13	flock	flock	NOUN
hungeobull-12631	269	14	,	,	PUNCT
hungeobull-12631	269	15	c.	c.	NOUN
hungeobull-12631	269	16	,	,	PUNCT
hungeobull-12631	269	17	rummler	rummler	NOUN
hungeobull-12631	269	18	,	,	PUNCT
hungeobull-12631	269	19	t.	t.	NOUN
hungeobull-12631	269	20	,	,	PUNCT
hungeobull-12631	269	21	arnault	arnault	NOUN
hungeobull-12631	269	22	,	,	PUNCT
hungeobull-12631	269	23	j.	j.	PROPN
hungeobull-12631	269	24	,	,	PUNCT
hungeobull-12631	269	25	steffan	steffan	NOUN
hungeobull-12631	269	26	-	-	PUNCT
hungeobull-12631	269	27	dewenter	dewenter	PROPN
hungeobull-12631	269	28	,	,	PUNCT
hungeobull-12631	269	29	i.	i.	NOUN
hungeobull-12631	269	30	and	and	CCONJ
hungeobull-12631	269	31	ullmann	ullmann	PROPN
hungeobull-12631	269	32	,	,	PUNCT
hungeobull-12631	269	33	t.	t.	PROPN
hungeobull-12631	269	34	2023	2023	NUM
hungeobull-12631	269	35	.	.	PUNCT
hungeobull-12631	270	1	integrating	integrate	VERB
hungeobull-12631	270	2	random	random	ADJ
hungeobull-12631	270	3	forest	forest	NOUN
hungeobull-12631	270	4	and	and	CCONJ
hungeobull-12631	270	5	crop	crop	NOUN
hungeobull-12631	270	6	modelling	modelling	NOUN
hungeobull-12631	270	7	improves	improve	VERB
hungeobull-12631	270	8	the	the	DET
hungeobull-12631	270	9	crop	crop	NOUN
hungeobull-12631	270	10	yield	yield	NOUN
hungeobull-12631	270	11	prediction	prediction	NOUN
hungeobull-12631	270	12	of	of	ADP
hungeobull-12631	270	13	winter	winter	NOUN
hungeobull-12631	270	14	wheat	wheat	NOUN
hungeobull-12631	270	15	and	and	CCONJ
hungeobull-12631	270	16	oil	oil	NOUN
hungeobull-12631	270	17	seed	seed	NOUN
hungeobull-12631	270	18	rape	rape	NOUN
hungeobull-12631	270	19	.	.	PUNCT
hungeobull-12631	271	1	frontiers	frontier	NOUN
hungeobull-12631	271	2	in	in	ADP
hungeobull-12631	271	3	remote	remote	ADJ
hungeobull-12631	271	4	sensing	sense	VERB
hungeobull-12631	271	5	3	3	NUM
hungeobull-12631	271	6	.	.	PUNCT
hungeobull-12631	272	1	(	(	PUNCT
hungeobull-12631	272	2	january	january	PROPN
hungeobull-12631	272	3	):	):	PUNCT
hungeobull-12631	272	4	1010978	1010978	NUM
hungeobull-12631	272	5	.	.	PUNCT
hungeobull-12631	273	1	available	available	ADJ
hungeobull-12631	273	2	at	at	ADP
hungeobull-12631	273	3	https://doi.org/10.3389/frsen.2022.1010978	https://doi.org/10.3389/frsen.2022.1010978	PROPN
hungeobull-12631	273	4	didan	didan	PROPN
hungeobull-12631	273	5	,	,	PUNCT
hungeobull-12631	273	6	k.	k.	PROPN
hungeobull-12631	273	7	2021	2021	NUM
hungeobull-12631	273	8	.	.	PUNCT
hungeobull-12631	274	1	modis	modis	PROPN
hungeobull-12631	274	2	/	/	SYM
hungeobull-12631	274	3	terra	terra	NOUN
hungeobull-12631	274	4	vegetation	vegetation	NOUN
hungeobull-12631	274	5	indices	index	NOUN
hungeobull-12631	274	6	16day	16day	PROPN
hungeobull-12631	274	7	l3	l3	PROPN
hungeobull-12631	274	8	global	global	ADJ
hungeobull-12631	274	9	250	250	NUM
hungeobull-12631	274	10	m	m	PROPN
hungeobull-12631	274	11	sin	sin	NOUN
hungeobull-12631	274	12	grid	grid	NOUN
hungeobull-12631	274	13	v061	v061	PROPN
hungeobull-12631	274	14	.	.	PUNCT
hungeobull-12631	275	1	nasa	nasa	PROPN
hungeobull-12631	275	2	eosdis	eosdis	PROPN
hungeobull-12631	275	3	land	land	NOUN
hungeobull-12631	275	4	processes	process	NOUN
hungeobull-12631	275	5	daac	daac	NOUN
hungeobull-12631	275	6	.	.	PUNCT
hungeobull-12631	276	1	available	available	ADJ
hungeobull-12631	276	2	at	at	ADP
hungeobull-12631	276	3	https://doi	https://doi	PROPN
hungeobull-12631	276	4	.	.	PUNCT
hungeobull-12631	277	1	org/10.5067	org/10.5067	PROPN
hungeobull-12631	277	2	/	/	SYM
hungeobull-12631	277	3	modis	modis	PROPN
hungeobull-12631	277	4	/	/	SYM
hungeobull-12631	277	5	mod13q1.061	mod13q1.061	PROPN
hungeobull-12631	277	6	farmonov	farmonov	PROPN
hungeobull-12631	277	7	,	,	PUNCT
hungeobull-12631	277	8	n.	n.	PROPN
hungeobull-12631	277	9	,	,	PUNCT
hungeobull-12631	277	10	amankulova	amankulova	PROPN
hungeobull-12631	277	11	,	,	PUNCT
hungeobull-12631	277	12	k.	k.	PROPN
hungeobull-12631	277	13	,	,	PUNCT
hungeobull-12631	277	14	szatmári	szatmári	PROPN
hungeobull-12631	277	15	,	,	PUNCT
hungeobull-12631	277	16	j.	j.	PROPN
hungeobull-12631	277	17	,	,	PUNCT
hungeobull-12631	277	18	urinov	urinov	PROPN
hungeobull-12631	277	19	,	,	PUNCT
hungeobull-12631	277	20	j.	j.	PROPN
hungeobull-12631	277	21	,	,	PUNCT
hungeobull-12631	277	22	narmanov	narmanov	PROPN
hungeobull-12631	277	23	,	,	PUNCT
hungeobull-12631	277	24	z.	z.	PROPN
hungeobull-12631	277	25	,	,	PUNCT
hungeobull-12631	277	26	nosirov	nosirov	PROPN
hungeobull-12631	277	27	,	,	PUNCT
hungeobull-12631	277	28	j.	j.	PROPN
hungeobull-12631	277	29	and	and	CCONJ
hungeobull-12631	277	30	mucsi	mucsi	PROPN
hungeobull-12631	277	31	,	,	PUNCT
hungeobull-12631	277	32	l.	l.	PROPN
hungeobull-12631	277	33	2023	2023	NUM
hungeobull-12631	277	34	.	.	PUNCT
hungeobull-12631	278	1	combining	combine	VERB
hungeobull-12631	278	2	planet	planet	NOUN
hungeobull-12631	278	3	scope	scope	NOUN
hungeobull-12631	278	4	and	and	CCONJ
hungeobull-12631	278	5	sentinel-2	sentinel-2	ADJ
hungeobull-12631	278	6	images	image	NOUN
hungeobull-12631	278	7	with	with	ADP
hungeobull-12631	278	8	environmental	environmental	ADJ
hungeobull-12631	278	9	data	datum	NOUN
hungeobull-12631	278	10	for	for	ADP
hungeobull-12631	278	11	improved	improved	ADJ
hungeobull-12631	278	12	wheat	wheat	NOUN
hungeobull-12631	278	13	yield	yield	NOUN
hungeobull-12631	278	14	estimation	estimation	NOUN
hungeobull-12631	278	15	.	.	PUNCT
hungeobull-12631	279	1	international	international	ADJ
hungeobull-12631	279	2	journal	journal	NOUN
hungeobull-12631	279	3	of	of	ADP
hungeobull-12631	279	4	digital	digital	ADJ
hungeobull-12631	279	5	earth	earth	NOUN
hungeobull-12631	279	6	16	16	NUM
hungeobull-12631	279	7	.	.	PUNCT
hungeobull-12631	280	1	(	(	PUNCT
hungeobull-12631	280	2	1	1	NUM
hungeobull-12631	280	3	):	):	PUNCT
hungeobull-12631	280	4	847–867.available	847–867.available	NUM
hungeobull-12631	280	5	at	at	ADP
hungeobull-12631	280	6	https://doi.org/10.1080/17	https://doi.org/10.1080/17	PROPN
hungeobull-12631	280	7	538947.2023.2186505	538947.2023.2186505	PROPN
hungeobull-12631	280	8	fernandes	fernande	NOUN
hungeobull-12631	280	9	,	,	PUNCT
hungeobull-12631	280	10	j.l	j.l	PROPN
hungeobull-12631	280	11	.	.	PROPN
hungeobull-12631	280	12	,	,	PUNCT
hungeobull-12631	280	13	ebecken	ebecken	VERB
hungeobull-12631	280	14	,	,	PUNCT
hungeobull-12631	280	15	n.f	n.f	PROPN
hungeobull-12631	280	16	.	.	PROPN
hungeobull-12631	280	17	and	and	CCONJ
hungeobull-12631	280	18	dalla	dalla	PROPN
hungeobull-12631	280	19	mora	mora	PROPN
hungeobull-12631	280	20	esquerdo	esquerdo	PROPN
hungeobull-12631	280	21	,	,	PUNCT
hungeobull-12631	280	22	j.c	j.c	PROPN
hungeobull-12631	280	23	.	.	PROPN
hungeobull-12631	280	24	2017	2017	NUM
hungeobull-12631	280	25	.	.	PUNCT
hungeobull-12631	281	1	sugarcane	sugarcane	NOUN
hungeobull-12631	281	2	yield	yield	NOUN
hungeobull-12631	281	3	prediction	prediction	NOUN
hungeobull-12631	281	4	in	in	ADP
hungeobull-12631	281	5	brazil	brazil	PROPN
hungeobull-12631	281	6	using	use	VERB
hungeobull-12631	281	7	ndvi	ndvi	PROPN
hungeobull-12631	281	8	time	time	NOUN
hungeobull-12631	281	9	series	series	NOUN
hungeobull-12631	281	10	and	and	CCONJ
hungeobull-12631	281	11	neural	neural	ADJ
hungeobull-12631	281	12	networks	network	NOUN
hungeobull-12631	281	13	ensemble	ensemble	ADJ
hungeobull-12631	281	14	.	.	PUNCT
hungeobull-12631	282	1	international	international	ADJ
hungeobull-12631	282	2	journal	journal	NOUN
hungeobull-12631	282	3	of	of	ADP
hungeobull-12631	282	4	remote	remote	ADJ
hungeobull-12631	282	5	sensing	sense	VERB
hungeobull-12631	282	6	38	38	NUM
hungeobull-12631	282	7	.	.	PUNCT
hungeobull-12631	283	1	(	(	PUNCT
hungeobull-12631	283	2	16	16	NUM
hungeobull-12631	283	3	):	):	PUNCT
hungeobull-12631	283	4	4631–4644	4631–4644	NUM
hungeobull-12631	283	5	.	.	PUNCT
hungeobull-12631	283	6	available	available	ADJ
hungeobull-12631	283	7	at	at	ADP
hungeobull-12631	283	8	https://doi.org/10.108	https://doi.org/10.108	NUM
hungeobull-12631	283	9	0/01431161.2017.1325531	0/01431161.2017.1325531	ADJ
hungeobull-12631	283	10	green	green	ADJ
hungeobull-12631	283	11	,	,	PUNCT
hungeobull-12631	283	12	t.r	t.r	PROPN
hungeobull-12631	283	13	.	.	PROPN
hungeobull-12631	283	14	,	,	PUNCT
hungeobull-12631	283	15	kipka	kipka	PROPN
hungeobull-12631	283	16	,	,	PUNCT
hungeobull-12631	283	17	h.	h.	PROPN
hungeobull-12631	283	18	,	,	PUNCT
hungeobull-12631	283	19	david	david	PROPN
hungeobull-12631	283	20	,	,	PUNCT
hungeobull-12631	283	21	o.	o.	PROPN
hungeobull-12631	283	22	and	and	CCONJ
hungeobull-12631	283	23	mcmaster	mcmaster	PROPN
hungeobull-12631	283	24	,	,	PUNCT
hungeobull-12631	283	25	g.s	g.s	PROPN
hungeobull-12631	283	26	.	.	PROPN
hungeobull-12631	283	27	2018	2018	NUM
hungeobull-12631	283	28	.	.	PUNCT
hungeobull-12631	284	1	where	where	SCONJ
hungeobull-12631	284	2	is	be	AUX
hungeobull-12631	284	3	the	the	DET
hungeobull-12631	284	4	usa	usa	PROPN
hungeobull-12631	284	5	corn	corn	NOUN
hungeobull-12631	284	6	belt	belt	NOUN
hungeobull-12631	284	7	,	,	PUNCT
hungeobull-12631	284	8	and	and	CCONJ
hungeobull-12631	284	9	how	how	SCONJ
hungeobull-12631	284	10	is	be	AUX
hungeobull-12631	284	11	it	it	PRON
hungeobull-12631	284	12	changing	change	VERB
hungeobull-12631	284	13	?	?	PUNCT
hungeobull-12631	285	1	science	science	NOUN
hungeobull-12631	285	2	of	of	ADP
hungeobull-12631	285	3	the	the	DET
hungeobull-12631	285	4	total	total	ADJ
hungeobull-12631	285	5	environment	environment	NOUN
hungeobull-12631	285	6	618	618	NUM
hungeobull-12631	285	7	.	.	PUNCT
hungeobull-12631	286	1	(	(	PUNCT
hungeobull-12631	286	2	march	march	PROPN
hungeobull-12631	286	3	):	):	PUNCT
hungeobull-12631	286	4	1613–1618	1613–1618	NUM
hungeobull-12631	286	5	.	.	PUNCT
hungeobull-12631	287	1	available	available	ADJ
hungeobull-12631	287	2	at	at	ADP
hungeobull-12631	287	3	https://doi	https://doi	PROPN
hungeobull-12631	287	4	.	.	PUNCT
hungeobull-12631	288	1	org/10.1016	org/10.1016	PROPN
hungeobull-12631	288	2	/	/	SYM
hungeobull-12631	288	3	j.scitotenv.2017.09.325	j.scitotenv.2017.09.325	PROPN
hungeobull-12631	288	4	hunt	hunt	PROPN
hungeobull-12631	288	5	,	,	PUNCT
hungeobull-12631	288	6	m.l	m.l	PROPN
hungeobull-12631	288	7	.	.	PROPN
hungeobull-12631	288	8	,	,	PUNCT
hungeobull-12631	288	9	blackburn	blackburn	PROPN
hungeobull-12631	288	10	,	,	PUNCT
hungeobull-12631	288	11	g.a	g.a	PROPN
hungeobull-12631	288	12	.	.	PROPN
hungeobull-12631	288	13	,	,	PUNCT
hungeobull-12631	288	14	carrasco	carrasco	PROPN
hungeobull-12631	288	15	,	,	PUNCT
hungeobull-12631	288	16	l.	l.	PROPN
hungeobull-12631	288	17	,	,	PUNCT
hungeobull-12631	288	18	redhead	redhead	PROPN
hungeobull-12631	288	19	,	,	PUNCT
hungeobull-12631	288	20	j.w	j.w	PROPN
hungeobull-12631	288	21	.	.	PROPN
hungeobull-12631	288	22	and	and	CCONJ
hungeobull-12631	288	23	rowland	rowland	PROPN
hungeobull-12631	288	24	,	,	PUNCT
hungeobull-12631	288	25	c.s	c.s	PROPN
hungeobull-12631	288	26	.	.	PROPN
hungeobull-12631	288	27	2019	2019	NUM
hungeobull-12631	288	28	.	.	PUNCT
hungeobull-12631	289	1	high	high	ADJ
hungeobull-12631	289	2	resolution	resolution	NOUN
hungeobull-12631	289	3	wheat	wheat	NOUN
hungeobull-12631	289	4	yield	yield	NOUN
hungeobull-12631	289	5	mapping	mapping	NOUN
hungeobull-12631	289	6	using	use	VERB
hungeobull-12631	289	7	sentinel-2	sentinel-2	NUM
hungeobull-12631	289	8	.	.	PUNCT
hungeobull-12631	290	1	remote	remote	ADJ
hungeobull-12631	290	2	sensing	sensing	NOUN
hungeobull-12631	290	3	of	of	ADP
hungeobull-12631	290	4	environment	environment	NOUN
hungeobull-12631	290	5	233	233	NUM
hungeobull-12631	290	6	.	.	PUNCT
hungeobull-12631	291	1	(	(	PUNCT
hungeobull-12631	291	2	november	november	PROPN
hungeobull-12631	291	3	):	):	PUNCT
hungeobull-12631	291	4	111410	111410	NUM
hungeobull-12631	291	5	.	.	PUNCT
hungeobull-12631	292	1	available	available	ADJ
hungeobull-12631	292	2	at	at	ADP
hungeobull-12631	292	3	https://doi.org/10.1016/j.rse.2019.111410	https://doi.org/10.1016/j.rse.2019.111410	PROPN
hungeobull-12631	292	4	ji	ji	PROPN
hungeobull-12631	292	5	,	,	PUNCT
hungeobull-12631	292	6	z.	z.	PROPN
hungeobull-12631	292	7	,	,	PUNCT
hungeobull-12631	292	8	pan	pan	PROPN
hungeobull-12631	292	9	,	,	PUNCT
hungeobull-12631	292	10	y.	y.	PROPN
hungeobull-12631	292	11	,	,	PUNCT
hungeobull-12631	292	12	zhu	zhu	PROPN
hungeobull-12631	292	13	,	,	PUNCT
hungeobull-12631	292	14	x.	x.	PROPN
hungeobull-12631	292	15	,	,	PUNCT
hungeobull-12631	292	16	zhang	zhang	PROPN
hungeobull-12631	292	17	,	,	PUNCT
hungeobull-12631	292	18	d.	d.	PROPN
hungeobull-12631	292	19	and	and	CCONJ
hungeobull-12631	292	20	wang	wang	PROPN
hungeobull-12631	292	21	,	,	PUNCT
hungeobull-12631	292	22	j.	j.	PROPN
hungeobull-12631	292	23	2022	2022	PROPN
hungeobull-12631	292	24	.	.	PUNCT
hungeobull-12631	293	1	a	a	DET
hungeobull-12631	293	2	generalized	generalized	ADJ
hungeobull-12631	293	3	model	model	NOUN
hungeobull-12631	293	4	to	to	PART
hungeobull-12631	293	5	predict	predict	VERB
hungeobull-12631	293	6	large	large	ADJ
hungeobull-12631	293	7	-	-	PUNCT
hungeobull-12631	293	8	scale	scale	NOUN
hungeobull-12631	293	9	crop	crop	NOUN
hungeobull-12631	293	10	yields	yield	NOUN
hungeobull-12631	293	11	integrating	integrate	VERB
hungeobull-12631	293	12	satellite	satellite	NOUN
hungeobull-12631	293	13	-	-	PUNCT
hungeobull-12631	293	14	based	base	VERB
hungeobull-12631	293	15	vegetation	vegetation	NOUN
hungeobull-12631	293	16	index	index	NOUN
hungeobull-12631	293	17	time	time	NOUN
hungeobull-12631	293	18	series	series	NOUN
hungeobull-12631	293	19	and	and	CCONJ
hungeobull-12631	293	20	phenology	phenology	NOUN
hungeobull-12631	293	21	metrics	metric	NOUN
hungeobull-12631	293	22	.	.	PUNCT
hungeobull-12631	294	1	ecological	ecological	ADJ
hungeobull-12631	294	2	indicators	indicator	NOUN
hungeobull-12631	294	3	137	137	NUM
hungeobull-12631	294	4	.	.	PUNCT
hungeobull-12631	295	1	(	(	PUNCT
hungeobull-12631	295	2	april	april	PROPN
hungeobull-12631	295	3	):	):	PUNCT
hungeobull-12631	295	4	108759	108759	NUM
hungeobull-12631	295	5	.	.	PUNCT
hungeobull-12631	296	1	available	available	ADJ
hungeobull-12631	296	2	at	at	ADP
hungeobull-12631	296	3	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
hungeobull-12631	296	4	.	.	PUNCT
hungeobull-12631	297	1	ecolind.2022.108759	ecolind.2022.108759	ADP
hungeobull-12631	297	2	jones	jones	PROPN
hungeobull-12631	297	3	,	,	PUNCT
hungeobull-12631	297	4	j.w	j.w	PROPN
hungeobull-12631	297	5	.	.	PROPN
hungeobull-12631	297	6	,	,	PUNCT
hungeobull-12631	297	7	hoogenboom	hoogenboom	PROPN
hungeobull-12631	297	8	,	,	PUNCT
hungeobull-12631	297	9	g.	g.	PROPN
hungeobull-12631	297	10	,	,	PUNCT
hungeobull-12631	297	11	porter	porter	NOUN
hungeobull-12631	297	12	,	,	PUNCT
hungeobull-12631	297	13	c.h	c.h	PROPN
hungeobull-12631	297	14	.	.	PROPN
hungeobull-12631	297	15	,	,	PUNCT
hungeobull-12631	297	16	boote	boote	VERB
hungeobull-12631	297	17	,	,	PUNCT
hungeobull-12631	297	18	k.j	k.j	PROPN
hungeobull-12631	297	19	.	.	PROPN
hungeobull-12631	297	20	,	,	PUNCT
hungeobull-12631	297	21	batchelor	batchelor	PROPN
hungeobull-12631	297	22	,	,	PUNCT
hungeobull-12631	297	23	w.d	w.d	PROPN
hungeobull-12631	297	24	.	.	PROPN
hungeobull-12631	297	25	,	,	PUNCT
hungeobull-12631	297	26	hunt	hunt	PROPN
hungeobull-12631	297	27	,	,	PUNCT
hungeobull-12631	297	28	l.a	l.a	PROPN
hungeobull-12631	297	29	.	.	PROPN
hungeobull-12631	297	30	,	,	PUNCT
hungeobull-12631	297	31	wilkens	wilkens	PROPN
hungeobull-12631	297	32	,	,	PUNCT
hungeobull-12631	297	33	p.w	p.w	PROPN
hungeobull-12631	297	34	.	.	PROPN
hungeobull-12631	297	35	,	,	PUNCT
hungeobull-12631	297	36	singh	singh	PROPN
hungeobull-12631	297	37	,	,	PUNCT
hungeobull-12631	297	38	u.	u.	PROPN
hungeobull-12631	297	39	,	,	PUNCT
hungeobull-12631	297	40	gijsman	gijsman	NOUN
hungeobull-12631	297	41	,	,	PUNCT
hungeobull-12631	297	42	a.j	a.j	PROPN
hungeobull-12631	297	43	.	.	PROPN
hungeobull-12631	297	44	and	and	CCONJ
hungeobull-12631	297	45	ritchie	ritchie	PROPN
hungeobull-12631	297	46	,	,	PUNCT
hungeobull-12631	297	47	j.t	j.t	PROPN
hungeobull-12631	297	48	.	.	PROPN
hungeobull-12631	297	49	2003	2003	NUM
hungeobull-12631	297	50	.	.	PUNCT
hungeobull-12631	298	1	the	the	DET
hungeobull-12631	298	2	dssat	dssat	NOUN
hungeobull-12631	298	3	cropping	cropping	NOUN
hungeobull-12631	298	4	system	system	NOUN
hungeobull-12631	298	5	model	model	NOUN
hungeobull-12631	298	6	.	.	PUNCT
hungeobull-12631	299	1	european	european	PROPN
hungeobull-12631	299	2	journal	journal	PROPN
hungeobull-12631	299	3	of	of	ADP
hungeobull-12631	299	4	agronomy	agronomy	NOUN
hungeobull-12631	299	5	18	18	NUM
hungeobull-12631	299	6	.	.	PUNCT
hungeobull-12631	300	1	(	(	PUNCT
hungeobull-12631	300	2	3	3	NUM
hungeobull-12631	300	3	):	):	PUNCT
hungeobull-12631	300	4	235–265	235–265	NUM
hungeobull-12631	300	5	.	.	PUNCT
hungeobull-12631	300	6	available	available	ADJ
hungeobull-12631	300	7	at	at	ADP
hungeobull-12631	300	8	https://doi	https://doi	PROPN
hungeobull-12631	300	9	.	.	PUNCT
hungeobull-12631	301	1	org/10.1016	org/10.1016	PROPN
hungeobull-12631	301	2	/	/	SYM
hungeobull-12631	301	3	s1161	s1161	ADJ
hungeobull-12631	301	4	-	-	PUNCT
hungeobull-12631	301	5	0301(02)00107	0301(02)00107	NUM
hungeobull-12631	301	6	-	-	SYM
hungeobull-12631	301	7	7	7	NUM
hungeobull-12631	301	8	kang	kang	PROPN
hungeobull-12631	301	9	,	,	PUNCT
hungeobull-12631	301	10	y.	y.	PROPN
hungeobull-12631	301	11	,	,	PUNCT
hungeobull-12631	301	12	ozdogan	ozdogan	NOUN
hungeobull-12631	301	13	,	,	PUNCT
hungeobull-12631	301	14	m.	m.	NOUN
hungeobull-12631	301	15	,	,	PUNCT
hungeobull-12631	301	16	zhu	zhu	PROPN
hungeobull-12631	301	17	,	,	PUNCT
hungeobull-12631	301	18	x.	x.	NOUN
hungeobull-12631	301	19	,	,	PUNCT
hungeobull-12631	301	20	ye	ye	PROPN
hungeobull-12631	301	21	,	,	PUNCT
hungeobull-12631	301	22	z.	z.	PROPN
hungeobull-12631	301	23	,	,	PUNCT
hungeobull-12631	301	24	hain	hain	PROPN
hungeobull-12631	301	25	,	,	PUNCT
hungeobull-12631	301	26	c.	c.	PROPN
hungeobull-12631	301	27	and	and	CCONJ
hungeobull-12631	301	28	anderson	anderson	PROPN
hungeobull-12631	301	29	,	,	PUNCT
hungeobull-12631	301	30	m.	m.	NOUN
hungeobull-12631	301	31	2020	2020	NUM
hungeobull-12631	301	32	.	.	PUNCT
hungeobull-12631	302	1	comparative	comparative	ADJ
hungeobull-12631	302	2	assessment	assessment	NOUN
hungeobull-12631	302	3	of	of	ADP
hungeobull-12631	302	4	environmental	environmental	ADJ
hungeobull-12631	302	5	variables	variable	NOUN
hungeobull-12631	302	6	and	and	CCONJ
hungeobull-12631	302	7	machine	machine	NOUN
hungeobull-12631	302	8	learning	learn	VERB
hungeobull-12631	302	9	algorithms	algorithm	NOUN
hungeobull-12631	302	10	for	for	ADP
hungeobull-12631	302	11	maize	maize	NOUN
hungeobull-12631	302	12	yield	yield	NOUN
hungeobull-12631	302	13	prediction	prediction	NOUN
hungeobull-12631	302	14	in	in	ADP
hungeobull-12631	302	15	the	the	DET
hungeobull-12631	302	16	us	us	PROPN
hungeobull-12631	302	17	midwest	midwest	PROPN
hungeobull-12631	302	18	.	.	PUNCT
hungeobull-12631	303	1	environmental	environmental	ADJ
hungeobull-12631	303	2	research	research	NOUN
hungeobull-12631	303	3	letters	letter	NOUN
hungeobull-12631	303	4	15	15	NUM
hungeobull-12631	303	5	.	.	PUNCT
hungeobull-12631	304	1	(	(	PUNCT
hungeobull-12631	304	2	6	6	NUM
hungeobull-12631	304	3	):	):	PUNCT
hungeobull-12631	304	4	064005	064005	NUM
hungeobull-12631	304	5	.	.	PUNCT
hungeobull-12631	305	1	available	available	ADJ
hungeobull-12631	305	2	at	at	ADP
hungeobull-12631	305	3	https://doi.org/10.1088/1748-9326/ab7df9	https://doi.org/10.1088/1748-9326/ab7df9	PROPN
hungeobull-12631	305	4	keating	keating	PROPN
hungeobull-12631	305	5	,	,	PUNCT
hungeobull-12631	305	6	b.a	b.a	PROPN
hungeobull-12631	305	7	.	.	PROPN
hungeobull-12631	305	8	,	,	PUNCT
hungeobull-12631	305	9	carberry	carberry	PROPN
hungeobull-12631	305	10	,	,	PUNCT
hungeobull-12631	305	11	p.s	p.s	PROPN
hungeobull-12631	305	12	.	.	PROPN
hungeobull-12631	305	13	,	,	PUNCT
hungeobull-12631	305	14	hammer	hammer	NOUN
hungeobull-12631	305	15	,	,	PUNCT
hungeobull-12631	305	16	g.l	g.l	PROPN
hungeobull-12631	305	17	.	.	PROPN
hungeobull-12631	305	18	,	,	PUNCT
hungeobull-12631	305	19	probert	probert	PROPN
hungeobull-12631	305	20	,	,	PUNCT
hungeobull-12631	305	21	m.e	m.e	PROPN
hungeobull-12631	305	22	.	.	PROPN
hungeobull-12631	305	23	,	,	PUNCT
hungeobull-12631	305	24	robertson	robertson	PROPN
hungeobull-12631	305	25	,	,	PUNCT
hungeobull-12631	305	26	m.j	m.j	PROPN
hungeobull-12631	305	27	.	.	PROPN
hungeobull-12631	305	28	,	,	PUNCT
hungeobull-12631	305	29	holzworth	holzworth	PROPN
hungeobull-12631	305	30	,	,	PUNCT
hungeobull-12631	305	31	d.n	d.n	PROPN
hungeobull-12631	305	32	.	.	PROPN
hungeobull-12631	305	33	,	,	PUNCT
hungeobull-12631	305	34	huth	huth	PROPN
hungeobull-12631	305	35	,	,	PUNCT
hungeobull-12631	305	36	i.	i.	PROPN
hungeobull-12631	305	37	et	et	PROPN
hungeobull-12631	305	38	al	al	PROPN
hungeobull-12631	305	39	.	.	PROPN
hungeobull-12631	305	40	2003	2003	NUM
hungeobull-12631	305	41	.	.	PUNCT
hungeobull-12631	306	1	an	an	DET
hungeobull-12631	306	2	overview	overview	NOUN
hungeobull-12631	306	3	of	of	ADP
hungeobull-12631	306	4	apsim	apsim	NOUN
hungeobull-12631	306	5	,	,	PUNCT
hungeobull-12631	306	6	a	a	DET
hungeobull-12631	306	7	model	model	NOUN
hungeobull-12631	306	8	designed	design	VERB
hungeobull-12631	306	9	for	for	ADP
hungeobull-12631	306	10	farming	farming	NOUN
hungeobull-12631	306	11	systems	system	NOUN
hungeobull-12631	306	12	simulation	simulation	NOUN
hungeobull-12631	306	13	.	.	PUNCT
hungeobull-12631	307	1	european	european	PROPN
hungeobull-12631	307	2	journal	journal	PROPN
hungeobull-12631	307	3	of	of	ADP
hungeobull-12631	307	4	agronomy	agronomy	NOUN
hungeobull-12631	307	5	18	18	NUM
hungeobull-12631	307	6	.	.	PUNCT
hungeobull-12631	308	1	(	(	PUNCT
hungeobull-12631	308	2	3	3	NUM
hungeobull-12631	308	3	):	):	PUNCT
hungeobull-12631	308	4	267–288	267–288	NUM
hungeobull-12631	308	5	.	.	PUNCT
hungeobull-12631	308	6	available	available	ADJ
hungeobull-12631	308	7	at	at	ADP
hungeobull-12631	308	8	https://doi	https://doi	PROPN
hungeobull-12631	308	9	.	.	PUNCT
hungeobull-12631	309	1	org/10.1016	org/10.1016	PROPN
hungeobull-12631	309	2	/	/	SYM
hungeobull-12631	309	3	s1161	s1161	NOUN
hungeobull-12631	309	4	-	-	PUNCT
hungeobull-12631	309	5	0301(02)00108	0301(02)00108	NUM
hungeobull-12631	309	6	-	-	PUNCT
hungeobull-12631	309	7	9	9	NUM
hungeobull-12631	309	8	ketkar	ketkar	NOUN
hungeobull-12631	309	9	,	,	PUNCT
hungeobull-12631	309	10	n.	n.	PROPN
hungeobull-12631	309	11	2017	2017	NUM
hungeobull-12631	309	12	.	.	PUNCT
hungeobull-12631	310	1	introduction	introduction	NOUN
hungeobull-12631	310	2	to	to	ADP
hungeobull-12631	310	3	keras	keras	PROPN
hungeobull-12631	310	4	.	.	PUNCT
hungeobull-12631	311	1	in	in	ADP
hungeobull-12631	311	2	deep	deep	ADJ
hungeobull-12631	311	3	learning	learning	NOUN
hungeobull-12631	311	4	with	with	ADP
hungeobull-12631	311	5	python	python	PROPN
hungeobull-12631	311	6	.	.	PUNCT
hungeobull-12631	311	7	berkeley	berkeley	PROPN
hungeobull-12631	311	8	,	,	PUNCT
hungeobull-12631	311	9	ca	ca	PROPN
hungeobull-12631	311	10	,	,	PUNCT
hungeobull-12631	311	11	usa	usa	PROPN
hungeobull-12631	311	12	.	.	PROPN
hungeobull-12631	311	13	apress	apress	PROPN
hungeobull-12631	311	14	,	,	PUNCT
hungeobull-12631	311	15	97–111	97–111	PROPN
hungeobull-12631	311	16	.	.	PUNCT
hungeobull-12631	311	17	available	available	ADJ
hungeobull-12631	311	18	at	at	ADP
hungeobull-12631	311	19	https://doi.org/10.1007/978-14842-2766-4_7	https://doi.org/10.1007/978-14842-2766-4_7	ADJ
hungeobull-12631	311	20	khaki	khaki	NOUN
hungeobull-12631	311	21	,	,	PUNCT
hungeobull-12631	311	22	s.	s.	PROPN
hungeobull-12631	311	23	and	and	CCONJ
hungeobull-12631	311	24	wang	wang	PROPN
hungeobull-12631	311	25	,	,	PUNCT
hungeobull-12631	311	26	l.	l.	PROPN
hungeobull-12631	311	27	2019	2019	NUM
hungeobull-12631	311	28	.	.	PUNCT
hungeobull-12631	312	1	crop	crop	NOUN
hungeobull-12631	312	2	yield	yield	NOUN
hungeobull-12631	312	3	prediction	prediction	NOUN
hungeobull-12631	312	4	using	use	VERB
hungeobull-12631	312	5	deep	deep	ADJ
hungeobull-12631	312	6	neural	neural	ADJ
hungeobull-12631	312	7	networks	network	NOUN
hungeobull-12631	312	8	.	.	PUNCT
hungeobull-12631	313	1	frontiers	frontier	NOUN
hungeobull-12631	313	2	in	in	ADP
hungeobull-12631	313	3	plant	plant	NOUN
hungeobull-12631	313	4	science	science	NOUN
hungeobull-12631	313	5	10	10	NUM
hungeobull-12631	313	6	.	.	PUNCT
hungeobull-12631	314	1	(	(	PUNCT
hungeobull-12631	314	2	may	may	AUX
hungeobull-12631	314	3	):	):	PUNCT
hungeobull-12631	314	4	621	621	NUM
hungeobull-12631	314	5	.	.	PUNCT
hungeobull-12631	315	1	available	available	ADJ
hungeobull-12631	315	2	at	at	ADP
hungeobull-12631	315	3	https://doi.org/10.3389/	https://doi.org/10.3389/	PROPN
hungeobull-12631	315	4	fpls.2019.00621	fpls.2019.00621	PROPN
hungeobull-12631	315	5	khaki	khaki	NOUN
hungeobull-12631	315	6	,	,	PUNCT
hungeobull-12631	315	7	s.	s.	PROPN
hungeobull-12631	315	8	,	,	PUNCT
hungeobull-12631	315	9	wang	wang	PROPN
hungeobull-12631	315	10	,	,	PUNCT
hungeobull-12631	315	11	l.	l.	PROPN
hungeobull-12631	315	12	and	and	CCONJ
hungeobull-12631	315	13	archontoulis	archontoulis	PROPN
hungeobull-12631	315	14	,	,	PUNCT
hungeobull-12631	315	15	s.v	s.v	PROPN
hungeobull-12631	315	16	.	.	PROPN
hungeobull-12631	315	17	2020	2020	NUM
hungeobull-12631	315	18	.	.	PUNCT
hungeobull-12631	316	1	a	a	DET
hungeobull-12631	316	2	cnn	cnn	PROPN
hungeobull-12631	316	3	-	-	PUNCT
hungeobull-12631	316	4	rnn	rnn	NOUN
hungeobull-12631	316	5	framework	framework	NOUN
hungeobull-12631	316	6	for	for	ADP
hungeobull-12631	316	7	crop	crop	NOUN
hungeobull-12631	316	8	yield	yield	NOUN
hungeobull-12631	316	9	prediction	prediction	NOUN
hungeobull-12631	316	10	.	.	PUNCT
hungeobull-12631	317	1	frontiers	frontier	NOUN
hungeobull-12631	317	2	in	in	ADP
hungeobull-12631	317	3	plant	plant	NOUN
hungeobull-12631	317	4	science	science	NOUN
hungeobull-12631	317	5	10	10	NUM
hungeobull-12631	317	6	.	.	PUNCT
hungeobull-12631	318	1	(	(	PUNCT
hungeobull-12631	318	2	january	january	PROPN
hungeobull-12631	318	3	):	):	PUNCT
hungeobull-12631	318	4	1750	1750	NUM
hungeobull-12631	318	5	.	.	PUNCT
hungeobull-12631	319	1	available	available	ADJ
hungeobull-12631	319	2	at	at	ADP
hungeobull-12631	319	3	https://doi.org/10.3389/fpls.2019.01750	https://doi.org/10.3389/fpls.2019.01750	PROPN
hungeobull-12631	319	4	khan	khan	PROPN
hungeobull-12631	319	5	,	,	PUNCT
hungeobull-12631	319	6	k.	k.	PROPN
hungeobull-12631	319	7	,	,	PUNCT
hungeobull-12631	319	8	iqbal	iqbal	PROPN
hungeobull-12631	319	9	,	,	PUNCT
hungeobull-12631	319	10	j.	j.	PROPN
hungeobull-12631	319	11	,	,	PUNCT
hungeobull-12631	319	12	ali	ali	PROPN
hungeobull-12631	319	13	,	,	PUNCT
hungeobull-12631	319	14	a.	a.	PROPN
hungeobull-12631	319	15	and	and	CCONJ
hungeobull-12631	319	16	khan	khan	PROPN
hungeobull-12631	319	17	,	,	PUNCT
hungeobull-12631	319	18	s.n	s.n	PROPN
hungeobull-12631	319	19	.	.	PROPN
hungeobull-12631	319	20	2020	2020	NUM
hungeobull-12631	319	21	.	.	PUNCT
hungeobull-12631	320	1	assessment	assessment	NOUN
hungeobull-12631	320	2	of	of	ADP
hungeobull-12631	320	3	sentinel-2	sentinel-2	ADJ
hungeobull-12631	320	4	-	-	PUNCT
hungeobull-12631	320	5	derived	derive	VERB
hungeobull-12631	320	6	vegetation	vegetation	NOUN
hungeobull-12631	320	7	indices	index	NOUN
hungeobull-12631	320	8	for	for	ADP
hungeobull-12631	320	9	the	the	DET
hungeobull-12631	320	10	estimation	estimation	NOUN
hungeobull-12631	320	11	of	of	ADP
hungeobull-12631	320	12	above	above	ADP
hungeobull-12631	320	13	-	-	PUNCT
hungeobull-12631	320	14	ground	ground	NOUN
hungeobull-12631	320	15	biomass	biomass	NOUN
hungeobull-12631	320	16	/	/	SYM
hungeobull-12631	320	17	carbon	carbon	NOUN
hungeobull-12631	320	18	stock	stock	NOUN
hungeobull-12631	320	19	,	,	PUNCT
hungeobull-12631	320	20	temporal	temporal	ADJ
hungeobull-12631	320	21	deforestation	deforestation	NOUN
hungeobull-12631	320	22	and	and	CCONJ
hungeobull-12631	320	23	carbon	carbon	NOUN
hungeobull-12631	320	24	emission	emission	NOUN
hungeobull-12631	320	25	estimation	estimation	NOUN
hungeobull-12631	320	26	in	in	ADP
hungeobull-12631	320	27	the	the	DET
hungeobull-12631	320	28	moist	moist	ADJ
hungeobull-12631	320	29	temperate	temperate	ADJ
hungeobull-12631	320	30	forests	forest	NOUN
hungeobull-12631	320	31	of	of	ADP
hungeobull-12631	320	32	pakistan	pakistan	PROPN
hungeobull-12631	320	33	.	.	PUNCT
hungeobull-12631	321	1	applied	apply	VERB
hungeobull-12631	321	2	ecology	ecology	NOUN
hungeobull-12631	321	3	and	and	CCONJ
hungeobull-12631	321	4	environmental	environmental	ADJ
hungeobull-12631	321	5	research	research	NOUN
hungeobull-12631	321	6	18	18	NUM
hungeobull-12631	321	7	.	.	PUNCT
hungeobull-12631	322	1	(	(	PUNCT
hungeobull-12631	322	2	1	1	NUM
hungeobull-12631	322	3	):	):	PUNCT
hungeobull-12631	322	4	783–815	783–815	NUM
hungeobull-12631	322	5	.	.	PUNCT
hungeobull-12631	322	6	available	available	ADJ
hungeobull-12631	322	7	at	at	ADP
hungeobull-12631	322	8	https://doi.org/10.15666/	https://doi.org/10.15666/	PROPN
hungeobull-12631	322	9	aeer/1801_783815	aeer/1801_783815	PROPN
hungeobull-12631	322	10	khan	khan	PROPN
hungeobull-12631	322	11	,	,	PUNCT
hungeobull-12631	322	12	s.n	s.n	PROPN
hungeobull-12631	322	13	.	.	PROPN
hungeobull-12631	322	14	,	,	PUNCT
hungeobull-12631	322	15	li	li	PROPN
hungeobull-12631	322	16	,	,	PUNCT
hungeobull-12631	322	17	d.	d.	PROPN
hungeobull-12631	322	18	and	and	CCONJ
hungeobull-12631	322	19	maimaitijiang	maimaitijiang	PROPN
hungeobull-12631	322	20	,	,	PUNCT
hungeobull-12631	322	21	m.	m.	NOUN
hungeobull-12631	322	22	2022	2022	NUM
hungeobull-12631	322	23	.	.	PUNCT
hungeobull-12631	323	1	a	a	DET
hungeobull-12631	323	2	geographically	geographically	ADV
hungeobull-12631	323	3	weighted	weight	VERB
hungeobull-12631	323	4	random	random	ADJ
hungeobull-12631	323	5	forest	forest	NOUN
hungeobull-12631	323	6	approach	approach	NOUN
hungeobull-12631	323	7	to	to	PART
hungeobull-12631	323	8	predict	predict	VERB
hungeobull-12631	323	9	corn	corn	NOUN
hungeobull-12631	323	10	yield	yield	NOUN
hungeobull-12631	323	11	in	in	ADP
hungeobull-12631	323	12	the	the	DET
hungeobull-12631	323	13	us	us	PROPN
hungeobull-12631	323	14	corn	corn	NOUN
hungeobull-12631	323	15	belt	belt	NOUN
hungeobull-12631	323	16	.	.	PUNCT
hungeobull-12631	324	1	remote	remote	ADJ
hungeobull-12631	324	2	sensing	sense	VERB
hungeobull-12631	324	3	14	14	NUM
hungeobull-12631	324	4	.	.	PUNCT
hungeobull-12631	325	1	(	(	PUNCT
hungeobull-12631	325	2	12	12	NUM
hungeobull-12631	325	3	):	):	PUNCT
hungeobull-12631	325	4	2843	2843	NUM
hungeobull-12631	325	5	.	.	PUNCT
hungeobull-12631	325	6	available	available	ADJ
hungeobull-12631	325	7	at	at	ADP
hungeobull-12631	325	8	https://doi.org/10.3390/	https://doi.org/10.3390/	PROPN
hungeobull-12631	325	9	rs14122843	rs14122843	PROPN
hungeobull-12631	325	10	khan	khan	PROPN
hungeobull-12631	325	11	,	,	PUNCT
hungeobull-12631	325	12	s.n	s.n	PROPN
hungeobull-12631	325	13	.	.	PROPN
hungeobull-12631	325	14	,	,	PUNCT
hungeobull-12631	325	15	khan	khan	PROPN
hungeobull-12631	325	16	,	,	PUNCT
hungeobull-12631	325	17	a.n	a.n	PROPN
hungeobull-12631	325	18	.	.	PROPN
hungeobull-12631	325	19	,	,	PUNCT
hungeobull-12631	325	20	tariq	tariq	PROPN
hungeobull-12631	325	21	,	,	PUNCT
hungeobull-12631	325	22	a.	a.	PROPN
hungeobull-12631	325	23	,	,	PUNCT
hungeobull-12631	325	24	lu	lu	PROPN
hungeobull-12631	325	25	,	,	PUNCT
hungeobull-12631	325	26	l.	l.	PROPN
hungeobull-12631	325	27	,	,	PUNCT
hungeobull-12631	325	28	malik	malik	PROPN
hungeobull-12631	325	29	,	,	PUNCT
hungeobull-12631	325	30	n.a	n.a	PROPN
hungeobull-12631	325	31	.	.	PROPN
hungeobull-12631	325	32	,	,	PUNCT
hungeobull-12631	325	33	umair	umair	NOUN
hungeobull-12631	325	34	,	,	PUNCT
hungeobull-12631	325	35	m.	m.	NOUN
hungeobull-12631	325	36	,	,	PUNCT
hungeobull-12631	325	37	hatamleh	hatamleh	PROPN
hungeobull-12631	325	38	,	,	PUNCT
hungeobull-12631	325	39	w.a	w.a	PROPN
hungeobull-12631	325	40	.	.	PROPN
hungeobull-12631	325	41	and	and	CCONJ
hungeobull-12631	325	42	zawaideh	zawaideh	PROPN
hungeobull-12631	325	43	,	,	PUNCT
hungeobull-12631	325	44	f.h	f.h	PROPN
hungeobull-12631	325	45	.	.	PROPN
hungeobull-12631	325	46	2023	2023	NUM
hungeobull-12631	325	47	.	.	PUNCT
hungeobull-12631	325	48	county	county	NOUN
hungeobull-12631	325	49	-	-	PUNCT
hungeobull-12631	325	50	level	level	NOUN
hungeobull-12631	325	51	corn	corn	NOUN
hungeobull-12631	325	52	yield	yield	NOUN
hungeobull-12631	325	53	prediction	prediction	NOUN
hungeobull-12631	325	54	using	use	VERB
hungeobull-12631	325	55	supervised	supervised	ADJ
hungeobull-12631	325	56	machine	machine	NOUN
hungeobull-12631	325	57	learning	learning	NOUN
hungeobull-12631	325	58	.	.	PUNCT
hungeobull-12631	326	1	european	european	PROPN
hungeobull-12631	326	2	journal	journal	PROPN
hungeobull-12631	326	3	of	of	ADP
hungeobull-12631	326	4	remote	remote	ADJ
hungeobull-12631	326	5	sensing	sense	VERB
hungeobull-12631	326	6	56	56	NUM
hungeobull-12631	326	7	.	.	PUNCT
hungeobull-12631	327	1	(	(	PUNCT
hungeobull-12631	327	2	1	1	NUM
hungeobull-12631	327	3	):	):	PUNCT
hungeobull-12631	327	4	2253985	2253985	NUM
hungeobull-12631	327	5	.	.	PUNCT
hungeobull-12631	328	1	available	available	ADJ
hungeobull-12631	328	2	at	at	ADP
hungeobull-12631	328	3	https://	https://	PROPN
hungeobull-12631	328	4	doi.org/10.1080/22797254.2023.2253985	doi.org/10.1080/22797254.2023.2253985	PROPN
hungeobull-12631	328	5	https://doi.org/10.1002/jsfa.11713	https://doi.org/10.1002/jsfa.11713	PROPN
hungeobull-12631	328	6	https://doi.org/10.1080/10106049.2011.562309	https://doi.org/10.1080/10106049.2011.562309	PROPN
hungeobull-12631	328	7	https://doi.org/10.1080/10106049.2011.562309	https://doi.org/10.1080/10106049.2011.562309	PROPN
hungeobull-12631	328	8	https://doi.org/10.1016/j.agrformet.2019.03.010	https://doi.org/10.1016/j.agrformet.2019.03.010	PROPN
hungeobull-12631	328	9	https://doi.org/10.1145/2939672.2939785	https://doi.org/10.1145/2939672.2939785	VERB
hungeobull-12631	328	10	https://doi.org/10.1145/2939672.2939785	https://doi.org/10.1145/2939672.2939785	NOUN
hungeobull-12631	328	11	https://doi.org/10.3389/frsen.2022.1010978	https://doi.org/10.3389/frsen.2022.1010978	PROPN
hungeobull-12631	328	12	https://doi.org/10.5067/modis/mod13q1.061	https://doi.org/10.5067/modis/mod13q1.061	PROPN
hungeobull-12631	328	13	https://doi.org/10.5067/modis/mod13q1.061	https://doi.org/10.5067/modis/mod13q1.061	PROPN
hungeobull-12631	328	14	https://doi.org/10.1080/17538947.2023.2186505	https://doi.org/10.1080/17538947.2023.2186505	PROPN
hungeobull-12631	329	1	https://doi.org/10.1080/17538947.2023.2186505	https://doi.org/10.1080/17538947.2023.2186505	PROPN
hungeobull-12631	330	1	https://doi.org/10.1080/01431161.2017.1325531	https://doi.org/10.1080/01431161.2017.1325531	PROPN
hungeobull-12631	331	1	https://doi.org/10.1080/01431161.2017.1325531	https://doi.org/10.1080/01431161.2017.1325531	PROPN
hungeobull-12631	331	2	https://doi.org/10.1016/j.scitotenv.2017.09.325	https://doi.org/10.1016/j.scitotenv.2017.09.325	PROPN
hungeobull-12631	331	3	https://doi.org/10.1016/j.scitotenv.2017.09.325	https://doi.org/10.1016/j.scitotenv.2017.09.325	PROPN
hungeobull-12631	331	4	https://doi.org/10.1016/j.rse.2019.111410	https://doi.org/10.1016/j.rse.2019.111410	PROPN
hungeobull-12631	332	1	https://doi.org/10.1016/j.ecolind.2022.108759	https://doi.org/10.1016/j.ecolind.2022.108759	ADJ
hungeobull-12631	332	2	https://doi.org/10.1016/j.ecolind.2022.108759	https://doi.org/10.1016/j.ecolind.2022.108759	ADJ
hungeobull-12631	332	3	https://doi.org/10.1016/s1161-0301(02)00107-7	https://doi.org/10.1016/s1161-0301(02)00107-7	NOUN
hungeobull-12631	332	4	https://doi.org/10.1016/s1161-0301(02)00107-7	https://doi.org/10.1016/s1161-0301(02)00107-7	PROPN
hungeobull-12631	332	5	https://doi.org/10.1088/1748-9326/ab7df9	https://doi.org/10.1088/1748-9326/ab7df9	X
hungeobull-12631	332	6	https://doi.org/10.1016/s1161-0301(02)00108-9	https://doi.org/10.1016/s1161-0301(02)00108-9	NOUN
hungeobull-12631	332	7	https://doi.org/10.1016/s1161-0301(02)00108-9	https://doi.org/10.1016/s1161-0301(02)00108-9	NOUN
hungeobull-12631	332	8	https://doi.org/10.1007/978-1-4842-2766-4_7	https://doi.org/10.1007/978-1-4842-2766-4_7	PROPN
hungeobull-12631	332	9	https://doi.org/10.1007/978-1-4842-2766-4_7	https://doi.org/10.1007/978-1-4842-2766-4_7	PROPN
hungeobull-12631	332	10	https://doi.org/10.3389/fpls.2019.00621	https://doi.org/10.3389/fpls.2019.00621	PROPN
hungeobull-12631	332	11	https://doi.org/10.3389/fpls.2019.00621	https://doi.org/10.3389/fpls.2019.00621	PROPN
hungeobull-12631	332	12	https://doi.org/10.3389/fpls.2019.01750	https://doi.org/10.3389/fpls.2019.01750	PROPN
hungeobull-12631	332	13	https://doi.org/10.15666/aeer/1801_783815	https://doi.org/10.15666/aeer/1801_783815	NOUN
hungeobull-12631	332	14	https://doi.org/10.15666/aeer/1801_783815	https://doi.org/10.15666/aeer/1801_783815	PROPN
hungeobull-12631	332	15	https://doi.org/10.3390/rs14122843	https://doi.org/10.3390/rs14122843	VERB
hungeobull-12631	332	16	https://doi.org/10.3390/rs14122843	https://doi.org/10.3390/rs14122843	X
hungeobull-12631	332	17	https://doi.org/10.1080/22797254.2023.2253985	https://doi.org/10.1080/22797254.2023.2253985	X
hungeobull-12631	332	18	https://doi.org/10.1080/22797254.2023.2253985	https://doi.org/10.1080/22797254.2023.2253985	PUNCT
hungeobull-12631	333	1	397farmonov	397farmonov	NUM
hungeobull-12631	333	2	,	,	PUNCT
hungeobull-12631	333	3	n.	n.	NOUN
hungeobull-12631	333	4	et	et	PROPN
hungeobull-12631	333	5	al	al	PROPN
hungeobull-12631	333	6	.	.	PUNCT
hungeobull-12631	334	1	hungarian	hungarian	ADJ
hungeobull-12631	334	2	geographical	geographical	ADJ
hungeobull-12631	334	3	bulletin	bulletin	NOUN
hungeobull-12631	334	4	72	72	NUM
hungeobull-12631	334	5	(	(	PUNCT
hungeobull-12631	334	6	2023	2023	NUM
hungeobull-12631	334	7	)	)	PUNCT
hungeobull-12631	334	8	(	(	PUNCT
hungeobull-12631	334	9	4	4	X
hungeobull-12631	334	10	)	)	PUNCT
hungeobull-12631	334	11	383–398	383–398	NUM
hungeobull-12631	334	12	.	.	PUNCT
hungeobull-12631	335	1	khosla	khosla	PROPN
hungeobull-12631	335	2	,	,	PUNCT
hungeobull-12631	335	3	e.	e.	PROPN
hungeobull-12631	335	4	,	,	PUNCT
hungeobull-12631	335	5	dharavath	dharavath	PROPN
hungeobull-12631	335	6	,	,	PUNCT
hungeobull-12631	335	7	r.	r.	PROPN
hungeobull-12631	335	8	and	and	CCONJ
hungeobull-12631	335	9	priya	priya	PROPN
hungeobull-12631	335	10	,	,	PUNCT
hungeobull-12631	335	11	r.	r.	PROPN
hungeobull-12631	335	12	2020	2020	NUM
hungeobull-12631	335	13	.	.	PUNCT
hungeobull-12631	336	1	crop	crop	NOUN
hungeobull-12631	336	2	yield	yield	NOUN
hungeobull-12631	336	3	prediction	prediction	NOUN
hungeobull-12631	336	4	using	use	VERB
hungeobull-12631	336	5	aggregated	aggregate	VERB
hungeobull-12631	336	6	rainfall	rainfall	NOUN
hungeobull-12631	336	7	-	-	PUNCT
hungeobull-12631	336	8	based	base	VERB
hungeobull-12631	336	9	modular	modular	ADJ
hungeobull-12631	336	10	artificial	artificial	ADJ
hungeobull-12631	336	11	neural	neural	ADJ
hungeobull-12631	336	12	networks	network	NOUN
hungeobull-12631	336	13	and	and	CCONJ
hungeobull-12631	336	14	support	support	VERB
hungeobull-12631	336	15	vector	vector	NOUN
hungeobull-12631	336	16	regression	regression	NOUN
hungeobull-12631	336	17	.	.	PUNCT
hungeobull-12631	337	1	environment	environment	NOUN
hungeobull-12631	337	2	,	,	PUNCT
hungeobull-12631	337	3	development	development	NOUN
hungeobull-12631	337	4	and	and	CCONJ
hungeobull-12631	337	5	sustainability	sustainability	NOUN
hungeobull-12631	337	6	22	22	NUM
hungeobull-12631	337	7	.	.	PUNCT
hungeobull-12631	338	1	(	(	PUNCT
hungeobull-12631	338	2	6	6	NUM
hungeobull-12631	338	3	):	):	PUNCT
hungeobull-12631	338	4	5687–5708	5687–5708	NUM
hungeobull-12631	338	5	.	.	PUNCT
hungeobull-12631	338	6	available	available	ADJ
hungeobull-12631	338	7	at	at	ADP
hungeobull-12631	338	8	https://	https://	PROPN
hungeobull-12631	338	9	doi.org/10.1007/s10668-019-00445-x	doi.org/10.1007/s10668-019-00445-x	NUM
hungeobull-12631	338	10	kiranyaz	kiranyaz	NOUN
hungeobull-12631	338	11	,	,	PUNCT
hungeobull-12631	338	12	s.	s.	PROPN
hungeobull-12631	338	13	,	,	PUNCT
hungeobull-12631	338	14	avci	avci	PROPN
hungeobull-12631	338	15	,	,	PUNCT
hungeobull-12631	338	16	o.	o.	INTJ
hungeobull-12631	338	17	,	,	PUNCT
hungeobull-12631	338	18	abdeljaber	abdeljaber	PROPN
hungeobull-12631	338	19	,	,	PUNCT
hungeobull-12631	338	20	o.	o.	PROPN
hungeobull-12631	338	21	,	,	PUNCT
hungeobull-12631	338	22	ince	ince	NOUN
hungeobull-12631	338	23	,	,	PUNCT
hungeobull-12631	338	24	t.	t.	NOUN
hungeobull-12631	338	25	,	,	PUNCT
hungeobull-12631	338	26	gabbouj	gabbouj	NOUN
hungeobull-12631	338	27	,	,	PUNCT
hungeobull-12631	338	28	m.	m.	NOUN
hungeobull-12631	338	29	and	and	CCONJ
hungeobull-12631	338	30	inman	inman	PROPN
hungeobull-12631	338	31	,	,	PUNCT
hungeobull-12631	338	32	d.j	d.j	PROPN
hungeobull-12631	338	33	.	.	PROPN
hungeobull-12631	338	34	2021	2021	NUM
hungeobull-12631	338	35	.	.	PUNCT
hungeobull-12631	339	1	1d	1d	NUM
hungeobull-12631	339	2	convolutional	convolutional	ADJ
hungeobull-12631	339	3	neural	neural	ADJ
hungeobull-12631	339	4	networks	network	NOUN
hungeobull-12631	339	5	and	and	CCONJ
hungeobull-12631	339	6	applications	application	NOUN
hungeobull-12631	339	7	:	:	PUNCT
hungeobull-12631	339	8	a	a	DET
hungeobull-12631	339	9	survey	survey	NOUN
hungeobull-12631	339	10	.	.	PUNCT
hungeobull-12631	340	1	mechanical	mechanical	ADJ
hungeobull-12631	340	2	systems	system	NOUN
hungeobull-12631	340	3	and	and	CCONJ
hungeobull-12631	340	4	signal	signal	NOUN
hungeobull-12631	340	5	processing	processing	NOUN
hungeobull-12631	340	6	151	151	NUM
hungeobull-12631	340	7	.	.	PUNCT
hungeobull-12631	340	8	(	(	PUNCT
hungeobull-12631	340	9	april	april	PROPN
hungeobull-12631	340	10	):	):	PUNCT
hungeobull-12631	340	11	107398	107398	NUM
hungeobull-12631	340	12	.	.	PUNCT
hungeobull-12631	341	1	available	available	ADJ
hungeobull-12631	341	2	at	at	ADP
hungeobull-12631	341	3	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
hungeobull-12631	341	4	.	.	PUNCT
hungeobull-12631	342	1	ymssp.2020.107398	ymssp.2020.107398	PRON
hungeobull-12631	342	2	kuwata	kuwata	PROPN
hungeobull-12631	342	3	,	,	PUNCT
hungeobull-12631	342	4	k.	k.	PROPN
hungeobull-12631	342	5	and	and	CCONJ
hungeobull-12631	342	6	shibasaki	shibasaki	PROPN
hungeobull-12631	342	7	,	,	PUNCT
hungeobull-12631	342	8	r.	r.	PROPN
hungeobull-12631	342	9	2016	2016	NUM
hungeobull-12631	342	10	.	.	PUNCT
hungeobull-12631	343	1	estimating	estimate	VERB
hungeobull-12631	343	2	cord	cord	NOUN
hungeobull-12631	343	3	yield	yield	NOUN
hungeobull-12631	343	4	in	in	ADP
hungeobull-12631	343	5	the	the	DET
hungeobull-12631	343	6	united	united	PROPN
hungeobull-12631	343	7	states	states	PROPN
hungeobull-12631	343	8	with	with	ADP
hungeobull-12631	343	9	modis	modis	PROPN
hungeobull-12631	343	10	evi	evi	PROPN
hungeobull-12631	343	11	and	and	CCONJ
hungeobull-12631	343	12	machine	machine	NOUN
hungeobull-12631	343	13	learning	learning	NOUN
hungeobull-12631	343	14	methods	method	NOUN
hungeobull-12631	343	15	.	.	PUNCT
hungeobull-12631	344	1	isprs	isprs	NOUN
hungeobull-12631	344	2	annals	annal	NOUN
hungeobull-12631	344	3	of	of	ADP
hungeobull-12631	344	4	photogrammetry	photogrammetry	NOUN
hungeobull-12631	344	5	,	,	PUNCT
hungeobull-12631	344	6	remote	remote	ADJ
hungeobull-12631	344	7	sensing	sensing	NOUN
hungeobull-12631	344	8	and	and	CCONJ
hungeobull-12631	344	9	spatial	spatial	ADJ
hungeobull-12631	344	10	information	information	NOUN
hungeobull-12631	344	11	sciences	science	NOUN
hungeobull-12631	344	12	iii–8	iii–8	NOUN
hungeobull-12631	344	13	.	.	PUNCT
hungeobull-12631	345	1	(	(	PUNCT
hungeobull-12631	345	2	june	june	PROPN
hungeobull-12631	345	3	):	):	PUNCT
hungeobull-12631	345	4	131–136	131–136	NUM
hungeobull-12631	345	5	.	.	PUNCT
hungeobull-12631	346	1	available	available	ADJ
hungeobull-12631	346	2	at	at	ADP
hungeobull-12631	346	3	https://doi.org/10.5194/isprsannals-iii-8-131-2016	https://doi.org/10.5194/isprsannals-iii-8-131-2016	PROPN
hungeobull-12631	346	4	li	li	PROPN
hungeobull-12631	346	5	,	,	PUNCT
hungeobull-12631	346	6	y.	y.	PROPN
hungeobull-12631	346	7	,	,	PUNCT
hungeobull-12631	346	8	zeng	zeng	PROPN
hungeobull-12631	346	9	,	,	PUNCT
hungeobull-12631	346	10	h.	h.	PROPN
hungeobull-12631	346	11	,	,	PUNCT
hungeobull-12631	346	12	zhang	zhang	PROPN
hungeobull-12631	346	13	,	,	PUNCT
hungeobull-12631	346	14	m.	m.	NOUN
hungeobull-12631	346	15	,	,	PUNCT
hungeobull-12631	346	16	wu	wu	PROPN
hungeobull-12631	346	17	,	,	PUNCT
hungeobull-12631	346	18	b.	b.	PROPN
hungeobull-12631	346	19	,	,	PUNCT
hungeobull-12631	346	20	zhao	zhao	PROPN
hungeobull-12631	346	21	,	,	PUNCT
hungeobull-12631	346	22	y.	y.	PROPN
hungeobull-12631	346	23	,	,	PUNCT
hungeobull-12631	346	24	yao	yao	PROPN
hungeobull-12631	346	25	,	,	PUNCT
hungeobull-12631	346	26	x.	x.	PROPN
hungeobull-12631	346	27	,	,	PUNCT
hungeobull-12631	346	28	cheng	cheng	PROPN
hungeobull-12631	346	29	,	,	PUNCT
hungeobull-12631	346	30	t.	t.	PROPN
hungeobull-12631	346	31	,	,	PUNCT
hungeobull-12631	346	32	qin	qin	PROPN
hungeobull-12631	346	33	,	,	PUNCT
hungeobull-12631	346	34	x.	x.	PROPN
hungeobull-12631	346	35	and	and	CCONJ
hungeobull-12631	346	36	wu	wu	PROPN
hungeobull-12631	346	37	,	,	PUNCT
hungeobull-12631	346	38	f.	f.	PROPN
hungeobull-12631	346	39	2023	2023	NUM
hungeobull-12631	346	40	.	.	PUNCT
hungeobull-12631	347	1	a	a	DET
hungeobull-12631	347	2	county	county	NOUN
hungeobull-12631	347	3	-	-	PUNCT
hungeobull-12631	347	4	level	level	NOUN
hungeobull-12631	347	5	soybean	soybean	NOUN
hungeobull-12631	347	6	yield	yield	NOUN
hungeobull-12631	347	7	prediction	prediction	NOUN
hungeobull-12631	347	8	framework	framework	NOUN
hungeobull-12631	347	9	coupled	couple	VERB
hungeobull-12631	347	10	with	with	ADP
hungeobull-12631	347	11	xgboost	xgboost	ADV
hungeobull-12631	347	12	and	and	CCONJ
hungeobull-12631	347	13	multidimensional	multidimensional	ADJ
hungeobull-12631	347	14	feature	feature	NOUN
hungeobull-12631	347	15	engineering	engineering	NOUN
hungeobull-12631	347	16	.	.	PUNCT
hungeobull-12631	348	1	international	international	ADJ
hungeobull-12631	348	2	journal	journal	PROPN
hungeobull-12631	348	3	of	of	ADP
hungeobull-12631	348	4	applied	apply	VERB
hungeobull-12631	348	5	earth	earth	NOUN
hungeobull-12631	348	6	observation	observation	NOUN
hungeobull-12631	348	7	and	and	CCONJ
hungeobull-12631	348	8	geoinformation	geoinformation	NOUN
hungeobull-12631	348	9	118	118	NUM
hungeobull-12631	348	10	.	.	PUNCT
hungeobull-12631	349	1	(	(	PUNCT
hungeobull-12631	349	2	april	april	PROPN
hungeobull-12631	349	3	):	):	PUNCT
hungeobull-12631	349	4	103269	103269	NUM
hungeobull-12631	349	5	.	.	PUNCT
hungeobull-12631	350	1	available	available	ADJ
hungeobull-12631	350	2	at	at	ADP
hungeobull-12631	350	3	https://doi.org/10.1016/j.jag.2023.103269	https://doi.org/10.1016/j.jag.2023.103269	PROPN
hungeobull-12631	350	4	liakos	liakos	PROPN
hungeobull-12631	350	5	,	,	PUNCT
hungeobull-12631	350	6	k.	k.	PROPN
hungeobull-12631	350	7	,	,	PUNCT
hungeobull-12631	350	8	busato	busato	PROPN
hungeobull-12631	350	9	,	,	PUNCT
hungeobull-12631	350	10	p.	p.	NOUN
hungeobull-12631	350	11	,	,	PUNCT
hungeobull-12631	350	12	moshou	moshou	PROPN
hungeobull-12631	350	13	,	,	PUNCT
hungeobull-12631	350	14	d.	d.	PROPN
hungeobull-12631	350	15	,	,	PUNCT
hungeobull-12631	350	16	pearson	pearson	PROPN
hungeobull-12631	350	17	,	,	PUNCT
hungeobull-12631	350	18	s.	s.	PROPN
hungeobull-12631	350	19	and	and	CCONJ
hungeobull-12631	350	20	bochtis	bochtis	PROPN
hungeobull-12631	350	21	,	,	PUNCT
hungeobull-12631	350	22	d.	d.	PROPN
hungeobull-12631	350	23	2018	2018	NUM
hungeobull-12631	350	24	.	.	PUNCT
hungeobull-12631	351	1	machine	machine	NOUN
hungeobull-12631	351	2	learning	learning	NOUN
hungeobull-12631	351	3	in	in	ADP
hungeobull-12631	351	4	agriculture	agriculture	NOUN
hungeobull-12631	351	5	:	:	PUNCT
hungeobull-12631	351	6	a	a	DET
hungeobull-12631	351	7	review	review	NOUN
hungeobull-12631	351	8	.	.	PUNCT
hungeobull-12631	352	1	sensors	sensor	NOUN
hungeobull-12631	352	2	18	18	NUM
hungeobull-12631	352	3	.	.	PUNCT
hungeobull-12631	353	1	(	(	PUNCT
hungeobull-12631	353	2	8)	8)	NUM
hungeobull-12631	353	3	:	:	SYM
hungeobull-12631	353	4	2674	2674	NUM
hungeobull-12631	353	5	.	.	PUNCT
hungeobull-12631	354	1	available	available	ADJ
hungeobull-12631	354	2	at	at	ADP
hungeobull-12631	354	3	https://	https://	PROPN
hungeobull-12631	354	4	doi.org/10.3390/s18082674	doi.org/10.3390/s18082674	PROPN
hungeobull-12631	354	5	ma	ma	PROPN
hungeobull-12631	354	6	,	,	PUNCT
hungeobull-12631	354	7	y.	y.	PROPN
hungeobull-12631	354	8	,	,	PUNCT
hungeobull-12631	354	9	zhang	zhang	PROPN
hungeobull-12631	354	10	,	,	PUNCT
hungeobull-12631	354	11	z.	z.	PROPN
hungeobull-12631	354	12	,	,	PUNCT
hungeobull-12631	354	13	kang	kang	PROPN
hungeobull-12631	354	14	,	,	PUNCT
hungeobull-12631	354	15	y.	y.	PROPN
hungeobull-12631	354	16	and	and	CCONJ
hungeobull-12631	354	17	özdoğan	özdoğan	NOUN
hungeobull-12631	354	18	,	,	PUNCT
hungeobull-12631	354	19	m.	m.	NOUN
hungeobull-12631	354	20	2021	2021	NUM
hungeobull-12631	354	21	.	.	PUNCT
hungeobull-12631	355	1	corn	corn	NOUN
hungeobull-12631	355	2	yield	yield	NOUN
hungeobull-12631	355	3	prediction	prediction	NOUN
hungeobull-12631	355	4	and	and	CCONJ
hungeobull-12631	355	5	uncertainty	uncertainty	NOUN
hungeobull-12631	355	6	analysis	analysis	NOUN
hungeobull-12631	355	7	based	base	VERB
hungeobull-12631	355	8	on	on	ADP
hungeobull-12631	355	9	remotely	remotely	ADV
hungeobull-12631	355	10	sensed	sense	VERB
hungeobull-12631	355	11	variables	variable	NOUN
hungeobull-12631	355	12	using	use	VERB
hungeobull-12631	355	13	a	a	DET
hungeobull-12631	355	14	bayesian	bayesian	NOUN
hungeobull-12631	355	15	neural	neural	ADJ
hungeobull-12631	355	16	network	network	NOUN
hungeobull-12631	355	17	approach	approach	NOUN
hungeobull-12631	355	18	.	.	PUNCT
hungeobull-12631	356	1	remote	remote	ADJ
hungeobull-12631	356	2	sensing	sensing	NOUN
hungeobull-12631	356	3	of	of	ADP
hungeobull-12631	356	4	environment	environment	NOUN
hungeobull-12631	356	5	259	259	NUM
hungeobull-12631	356	6	.	.	PUNCT
hungeobull-12631	357	1	(	(	PUNCT
hungeobull-12631	357	2	june	june	PROPN
hungeobull-12631	357	3	):	):	PUNCT
hungeobull-12631	357	4	112408	112408	NUM
hungeobull-12631	357	5	.	.	PUNCT
hungeobull-12631	358	1	available	available	ADJ
hungeobull-12631	358	2	at	at	ADP
hungeobull-12631	358	3	https://doi	https://doi	PROPN
hungeobull-12631	358	4	.	.	PUNCT
hungeobull-12631	359	1	org/10.1016	org/10.1016	PROPN
hungeobull-12631	359	2	/	/	SYM
hungeobull-12631	359	3	j.rse.2021.112408	j.rse.2021.112408	PROPN
hungeobull-12631	359	4	mirhoseini	mirhoseini	PROPN
hungeobull-12631	359	5	,	,	PUNCT
hungeobull-12631	359	6	n.	n.	PROPN
hungeobull-12631	359	7	,	,	PUNCT
hungeobull-12631	359	8	mahdi	mahdi	PROPN
hungeobull-12631	359	9	,	,	PUNCT
hungeobull-12631	359	10	s.	s.	PROPN
hungeobull-12631	359	11	,	,	PUNCT
hungeobull-12631	359	12	abbasi	abbasi	PROPN
hungeobull-12631	359	13	-	-	PUNCT
hungeobull-12631	359	14	moghadam	moghadam	PROPN
hungeobull-12631	359	15	,	,	PUNCT
hungeobull-12631	359	16	d.	d.	PROPN
hungeobull-12631	359	17	,	,	PUNCT
hungeobull-12631	359	18	sharifi	sharifi	PROPN
hungeobull-12631	359	19	,	,	PUNCT
hungeobull-12631	359	20	a.	a.	NOUN
hungeobull-12631	359	21	,	,	PUNCT
hungeobull-12631	359	22	farmonov	farmonov	PROPN
hungeobull-12631	359	23	,	,	PUNCT
hungeobull-12631	359	24	n.	n.	PROPN
hungeobull-12631	359	25	,	,	PUNCT
hungeobull-12631	359	26	amankulova	amankulova	PROPN
hungeobull-12631	359	27	,	,	PUNCT
hungeobull-12631	359	28	k.	k.	PROPN
hungeobull-12631	359	29	and	and	CCONJ
hungeobull-12631	359	30	mucsi	mucsi	PROPN
hungeobull-12631	359	31	,	,	PUNCT
hungeobull-12631	359	32	l.	l.	PROPN
hungeobull-12631	359	33	2022	2022	NUM
hungeobull-12631	359	34	.	.	PUNCT
hungeobull-12631	360	1	multi	multi	ADJ
hungeobull-12631	360	2	-	-	ADJ
hungeobull-12631	360	3	spectral	spectral	ADJ
hungeobull-12631	360	4	crop	crop	NOUN
hungeobull-12631	360	5	yield	yield	NOUN
hungeobull-12631	360	6	prediction	prediction	NOUN
hungeobull-12631	360	7	using	use	VERB
hungeobull-12631	360	8	3d	3d	ADJ
hungeobull-12631	360	9	-	-	PUNCT
hungeobull-12631	360	10	convolutional	convolutional	ADJ
hungeobull-12631	360	11	neural	neural	ADJ
hungeobull-12631	360	12	networks	network	NOUN
hungeobull-12631	360	13	and	and	CCONJ
hungeobull-12631	360	14	attention	attention	NOUN
hungeobull-12631	360	15	convolutional	convolutional	ADJ
hungeobull-12631	360	16	lstm	lstm	NOUN
hungeobull-12631	360	17	approaches	approach	NOUN
hungeobull-12631	360	18	.	.	PUNCT
hungeobull-12631	361	1	ieee	ieee	PROPN
hungeobull-12631	361	2	journal	journal	PROPN
hungeobull-12631	361	3	of	of	ADP
hungeobull-12631	361	4	selected	select	VERB
hungeobull-12631	361	5	topics	topic	NOUN
hungeobull-12631	361	6	in	in	ADP
hungeobull-12631	361	7	applied	apply	VERB
hungeobull-12631	361	8	earth	earth	NOUN
hungeobull-12631	361	9	observations	observation	NOUN
hungeobull-12631	361	10	and	and	CCONJ
hungeobull-12631	361	11	remote	remote	ADJ
hungeobull-12631	361	12	sensing	sense	VERB
hungeobull-12631	361	13	1–14	1–14	PROPN
hungeobull-12631	361	14	.	.	PUNCT
hungeobull-12631	361	15	available	available	ADJ
hungeobull-12631	361	16	at	at	ADP
hungeobull-12631	361	17	https://doi	https://doi	PROPN
hungeobull-12631	361	18	.	.	PUNCT
hungeobull-12631	362	1	org/10.1109	org/10.1109	PROPN
hungeobull-12631	362	2	/	/	SYM
hungeobull-12631	362	3	jstars.2022.3223423	jstars.2022.3223423	DET
hungeobull-12631	362	4	molinaro	molinaro	NOUN
hungeobull-12631	362	5	,	,	PUNCT
hungeobull-12631	362	6	a.m.	a.m.	ADV
hungeobull-12631	362	7	,	,	PUNCT
hungeobull-12631	362	8	simon	simon	PROPN
hungeobull-12631	362	9	,	,	PUNCT
hungeobull-12631	362	10	r.	r.	PROPN
hungeobull-12631	362	11	and	and	CCONJ
hungeobull-12631	362	12	pfeiffer	pfeiffer	PROPN
hungeobull-12631	362	13	,	,	PUNCT
hungeobull-12631	362	14	r.m	r.m	PROPN
hungeobull-12631	362	15	.	.	PROPN
hungeobull-12631	362	16	2005	2005	NUM
hungeobull-12631	362	17	.	.	PUNCT
hungeobull-12631	363	1	prediction	prediction	NOUN
hungeobull-12631	363	2	error	error	NOUN
hungeobull-12631	363	3	estimation	estimation	NOUN
hungeobull-12631	363	4	:	:	PUNCT
hungeobull-12631	363	5	a	a	DET
hungeobull-12631	363	6	comparison	comparison	NOUN
hungeobull-12631	363	7	of	of	ADP
hungeobull-12631	363	8	resampling	resample	VERB
hungeobull-12631	363	9	methods	method	NOUN
hungeobull-12631	363	10	.	.	PUNCT
hungeobull-12631	364	1	bioinformatics	bioinformatic	NOUN
hungeobull-12631	364	2	21	21	NUM
hungeobull-12631	364	3	.	.	PUNCT
hungeobull-12631	365	1	(	(	PUNCT
hungeobull-12631	365	2	15	15	NUM
hungeobull-12631	365	3	):	):	PUNCT
hungeobull-12631	365	4	3301–3307	3301–3307	NUM
hungeobull-12631	365	5	.	.	PUNCT
hungeobull-12631	365	6	available	available	ADJ
hungeobull-12631	365	7	at	at	ADP
hungeobull-12631	365	8	https://doi.org/10.1093/bioinformatics/	https://doi.org/10.1093/bioinformatics/	PROPN
hungeobull-12631	365	9	bti499	bti499	PROPN
hungeobull-12631	365	10	panda	panda	NOUN
hungeobull-12631	365	11	,	,	PUNCT
hungeobull-12631	365	12	s.s	s.s	PROPN
hungeobull-12631	365	13	.	.	PROPN
hungeobull-12631	365	14	,	,	PUNCT
hungeobull-12631	365	15	ames	ames	PROPN
hungeobull-12631	365	16	,	,	PUNCT
hungeobull-12631	365	17	d.p	d.p	PROPN
hungeobull-12631	365	18	.	.	PROPN
hungeobull-12631	365	19	and	and	CCONJ
hungeobull-12631	365	20	panigrahi	panigrahi	PROPN
hungeobull-12631	365	21	,	,	PUNCT
hungeobull-12631	365	22	s.	s.	PROPN
hungeobull-12631	365	23	2010	2010	NUM
hungeobull-12631	365	24	.	.	PUNCT
hungeobull-12631	366	1	application	application	NOUN
hungeobull-12631	366	2	of	of	ADP
hungeobull-12631	366	3	vegetation	vegetation	NOUN
hungeobull-12631	366	4	indices	index	NOUN
hungeobull-12631	366	5	for	for	ADP
hungeobull-12631	366	6	agricultural	agricultural	ADJ
hungeobull-12631	366	7	crop	crop	NOUN
hungeobull-12631	366	8	yield	yield	NOUN
hungeobull-12631	366	9	prediction	prediction	NOUN
hungeobull-12631	366	10	using	use	VERB
hungeobull-12631	366	11	neural	neural	ADJ
hungeobull-12631	366	12	network	network	NOUN
hungeobull-12631	366	13	techniques	technique	NOUN
hungeobull-12631	366	14	.	.	PUNCT
hungeobull-12631	367	1	remote	remote	ADJ
hungeobull-12631	367	2	sensing	sense	VERB
hungeobull-12631	367	3	2	2	NUM
hungeobull-12631	367	4	.	.	PUNCT
hungeobull-12631	368	1	(	(	PUNCT
hungeobull-12631	368	2	3	3	NUM
hungeobull-12631	368	3	):	):	PUNCT
hungeobull-12631	368	4	673–696	673–696	NUM
hungeobull-12631	368	5	.	.	PUNCT
hungeobull-12631	369	1	available	available	ADJ
hungeobull-12631	369	2	at	at	ADP
hungeobull-12631	369	3	https://doi.org/10.3390/rs2030673	https://doi.org/10.3390/rs2030673	PROPN
hungeobull-12631	369	4	paudel	paudel	PROPN
hungeobull-12631	369	5	,	,	PUNCT
hungeobull-12631	369	6	d.	d.	PROPN
hungeobull-12631	369	7	,	,	PUNCT
hungeobull-12631	369	8	boogaard	boogaard	PROPN
hungeobull-12631	369	9	,	,	PUNCT
hungeobull-12631	369	10	h.	h.	PROPN
hungeobull-12631	369	11	de	de	PROPN
hungeobull-12631	369	12	wit	wit	PROPN
hungeobull-12631	369	13	,	,	PUNCT
hungeobull-12631	369	14	a.	a.	PROPN
hungeobull-12631	369	15	,	,	PUNCT
hungeobull-12631	369	16	janssen	janssen	PROPN
hungeobull-12631	369	17	,	,	PUNCT
hungeobull-12631	369	18	s.	s.	PROPN
hungeobull-12631	369	19	,	,	PUNCT
hungeobull-12631	369	20	osinga	osinga	PROPN
hungeobull-12631	369	21	,	,	PUNCT
hungeobull-12631	369	22	s.	s.	PROPN
hungeobull-12631	369	23	,	,	PUNCT
hungeobull-12631	369	24	pylianidis	pylianidis	PROPN
hungeobull-12631	369	25	,	,	PUNCT
hungeobull-12631	369	26	c.	c.	NOUN
hungeobull-12631	369	27	and	and	CCONJ
hungeobull-12631	369	28	athanasiadis	athanasiadis	PROPN
hungeobull-12631	369	29	,	,	PUNCT
hungeobull-12631	369	30	i.n	i.n	PROPN
hungeobull-12631	369	31	.	.	PROPN
hungeobull-12631	369	32	2021	2021	NUM
hungeobull-12631	369	33	.	.	PUNCT
hungeobull-12631	370	1	machine	machine	NOUN
hungeobull-12631	370	2	learning	learn	VERB
hungeobull-12631	370	3	for	for	ADP
hungeobull-12631	370	4	large	large	ADJ
hungeobull-12631	370	5	-	-	PUNCT
hungeobull-12631	370	6	scale	scale	NOUN
hungeobull-12631	370	7	crop	crop	NOUN
hungeobull-12631	370	8	yield	yield	NOUN
hungeobull-12631	370	9	forecasting	forecasting	NOUN
hungeobull-12631	370	10	.	.	PUNCT
hungeobull-12631	371	1	agricultural	agricultural	ADJ
hungeobull-12631	371	2	systems	system	NOUN
hungeobull-12631	371	3	187	187	NUM
hungeobull-12631	371	4	.	.	NUM
hungeobull-12631	371	5	103016	103016	NUM
hungeobull-12631	371	6	.	.	PUNCT
hungeobull-12631	372	1	available	available	ADJ
hungeobull-12631	372	2	at	at	ADP
hungeobull-12631	372	3	https://doi.org/10.1016/j.agsy.2020.103016	https://doi.org/10.1016/j.agsy.2020.103016	PROPN
hungeobull-12631	372	4	pede	pede	NOUN
hungeobull-12631	372	5	,	,	PUNCT
hungeobull-12631	372	6	t.	t.	PROPN
hungeobull-12631	372	7	,	,	PUNCT
hungeobull-12631	372	8	mountrakis	mountrakis	PROPN
hungeobull-12631	372	9	,	,	PUNCT
hungeobull-12631	372	10	g.	g.	PROPN
hungeobull-12631	372	11	and	and	CCONJ
hungeobull-12631	372	12	shaw	shaw	PROPN
hungeobull-12631	372	13	,	,	PUNCT
hungeobull-12631	372	14	s.b	s.b	PROPN
hungeobull-12631	372	15	.	.	PROPN
hungeobull-12631	372	16	2019	2019	NUM
hungeobull-12631	372	17	.	.	PUNCT
hungeobull-12631	373	1	improving	improve	VERB
hungeobull-12631	373	2	corn	corn	NOUN
hungeobull-12631	373	3	yield	yield	NOUN
hungeobull-12631	373	4	prediction	prediction	NOUN
hungeobull-12631	373	5	across	across	ADP
hungeobull-12631	373	6	the	the	DET
hungeobull-12631	373	7	us	us	PROPN
hungeobull-12631	373	8	corn	corn	NOUN
hungeobull-12631	373	9	belt	belt	NOUN
hungeobull-12631	373	10	by	by	ADP
hungeobull-12631	373	11	replacing	replace	VERB
hungeobull-12631	373	12	air	air	NOUN
hungeobull-12631	373	13	temperature	temperature	NOUN
hungeobull-12631	373	14	with	with	ADP
hungeobull-12631	373	15	daily	daily	PROPN
hungeobull-12631	373	16	modis	modis	PROPN
hungeobull-12631	373	17	land	land	PROPN
hungeobull-12631	373	18	surface	surface	NOUN
hungeobull-12631	373	19	temperature	temperature	NOUN
hungeobull-12631	373	20	.	.	PUNCT
hungeobull-12631	374	1	agricultural	agricultural	ADJ
hungeobull-12631	374	2	and	and	CCONJ
hungeobull-12631	374	3	forest	forest	NOUN
hungeobull-12631	374	4	meteorology	meteorology	NOUN
hungeobull-12631	374	5	276–277	276–277	PROPN
hungeobull-12631	374	6	.	.	PUNCT
hungeobull-12631	375	1	(	(	PUNCT
hungeobull-12631	375	2	october	october	PROPN
hungeobull-12631	375	3	):	):	PUNCT
hungeobull-12631	375	4	107615	107615	NUM
hungeobull-12631	375	5	.	.	PUNCT
hungeobull-12631	376	1	available	available	ADJ
hungeobull-12631	376	2	at	at	ADP
hungeobull-12631	376	3	https://doi.org/10.1016/j.agrformet.2019.107615	https://doi.org/10.1016/j.agrformet.2019.107615	PROPN
hungeobull-12631	376	4	pedregosa	pedregosa	PROPN
hungeobull-12631	376	5	,	,	PUNCT
hungeobull-12631	376	6	f.	f.	PROPN
hungeobull-12631	376	7	,	,	PUNCT
hungeobull-12631	376	8	varoquaux	varoquaux	PROPN
hungeobull-12631	376	9	,	,	PUNCT
hungeobull-12631	376	10	g.	g.	PROPN
hungeobull-12631	376	11	,	,	PUNCT
hungeobull-12631	376	12	gramfort	gramfort	NOUN
hungeobull-12631	376	13	,	,	PUNCT
hungeobull-12631	376	14	a.	a.	PROPN
hungeobull-12631	376	15	,	,	PUNCT
hungeobull-12631	376	16	michel	michel	PROPN
hungeobull-12631	376	17	,	,	PUNCT
hungeobull-12631	376	18	v.	v.	PROPN
hungeobull-12631	376	19	,	,	PUNCT
hungeobull-12631	376	20	thirion	thirion	NOUN
hungeobull-12631	376	21	,	,	PUNCT
hungeobull-12631	376	22	b.	b.	PROPN
hungeobull-12631	376	23	,	,	PUNCT
hungeobull-12631	376	24	grisel	grisel	PROPN
hungeobull-12631	376	25	,	,	PUNCT
hungeobull-12631	376	26	o.	o.	PROPN
hungeobull-12631	376	27	,	,	PUNCT
hungeobull-12631	376	28	blondel	blondel	PROPN
hungeobull-12631	376	29	,	,	PUNCT
hungeobull-12631	376	30	m.	m.	NOUN
hungeobull-12631	376	31	et	et	PROPN
hungeobull-12631	376	32	al	al	PROPN
hungeobull-12631	376	33	.	.	PROPN
hungeobull-12631	376	34	2012	2012	NUM
hungeobull-12631	376	35	.	.	PUNCT
hungeobull-12631	377	1	scikit	scikit	NOUN
hungeobull-12631	377	2	-	-	PUNCT
hungeobull-12631	377	3	learn	learn	VERB
hungeobull-12631	377	4	:	:	PUNCT
hungeobull-12631	377	5	machine	machine	NOUN
hungeobull-12631	377	6	learning	learning	NOUN
hungeobull-12631	377	7	in	in	ADP
hungeobull-12631	377	8	python	python	PROPN
hungeobull-12631	377	9	.	.	PUNCT
hungeobull-12631	378	1	journal	journal	PROPN
hungeobull-12631	378	2	of	of	ADP
hungeobull-12631	378	3	machine	machine	NOUN
hungeobull-12631	378	4	learning	learn	VERB
hungeobull-12631	378	5	research	research	NOUN
hungeobull-12631	378	6	12	12	NUM
hungeobull-12631	378	7	.	.	PUNCT
hungeobull-12631	379	1	2825–2830	2825–2830	NUM
hungeobull-12631	379	2	.	.	PUNCT
hungeobull-12631	380	1	available	available	ADJ
hungeobull-12631	380	2	at	at	ADP
hungeobull-12631	380	3	https://doi.org/10.48550/arxiv.1201.0490	https://doi.org/10.48550/arxiv.1201.0490	PROPN
hungeobull-12631	380	4	piekutowska	piekutowska	NOUN
hungeobull-12631	380	5	,	,	PUNCT
hungeobull-12631	380	6	m.	m.	NOUN
hungeobull-12631	380	7	,	,	PUNCT
hungeobull-12631	380	8	niedbała	niedbała	NOUN
hungeobull-12631	380	9	,	,	PUNCT
hungeobull-12631	380	10	g.	g.	NOUN
hungeobull-12631	380	11	,	,	PUNCT
hungeobull-12631	380	12	piskier	piskier	NOUN
hungeobull-12631	380	13	,	,	PUNCT
hungeobull-12631	380	14	t.	t.	PROPN
hungeobull-12631	380	15	,	,	PUNCT
hungeobull-12631	380	16	lenartowicz	lenartowicz	NOUN
hungeobull-12631	380	17	,	,	PUNCT
hungeobull-12631	380	18	t.	t.	NOUN
hungeobull-12631	380	19	,	,	PUNCT
hungeobull-12631	380	20	pilarski	pilarski	ADJ
hungeobull-12631	380	21	,	,	PUNCT
hungeobull-12631	380	22	k.	k.	PROPN
hungeobull-12631	380	23	,	,	PUNCT
hungeobull-12631	380	24	wojciechowski	wojciechowski	ADJ
hungeobull-12631	380	25	,	,	PUNCT
hungeobull-12631	380	26	t.	t.	NOUN
hungeobull-12631	380	27	,	,	PUNCT
hungeobull-12631	380	28	pilarska	pilarska	PROPN
hungeobull-12631	380	29	,	,	PUNCT
hungeobull-12631	380	30	a.a	a.a	PROPN
hungeobull-12631	380	31	.	.	PROPN
hungeobull-12631	380	32	and	and	CCONJ
hungeobull-12631	380	33	czechowska	czechowska	PROPN
hungeobull-12631	380	34	-	-	PUNCT
hungeobull-12631	380	35	kosacka	kosacka	NOUN
hungeobull-12631	380	36	,	,	PUNCT
hungeobull-12631	380	37	a.	a.	NOUN
hungeobull-12631	380	38	2021	2021	NUM
hungeobull-12631	380	39	.	.	PUNCT
hungeobull-12631	381	1	the	the	DET
hungeobull-12631	381	2	application	application	NOUN
hungeobull-12631	381	3	of	of	ADP
hungeobull-12631	381	4	multiple	multiple	ADJ
hungeobull-12631	381	5	linear	linear	ADJ
hungeobull-12631	381	6	regression	regression	NOUN
hungeobull-12631	381	7	and	and	CCONJ
hungeobull-12631	381	8	artificial	artificial	ADJ
hungeobull-12631	381	9	neural	neural	ADJ
hungeobull-12631	381	10	network	network	NOUN
hungeobull-12631	381	11	models	model	NOUN
hungeobull-12631	381	12	for	for	ADP
hungeobull-12631	381	13	yield	yield	NOUN
hungeobull-12631	381	14	prediction	prediction	NOUN
hungeobull-12631	381	15	of	of	ADP
hungeobull-12631	381	16	very	very	ADV
hungeobull-12631	381	17	early	early	ADJ
hungeobull-12631	381	18	potato	potato	NOUN
hungeobull-12631	381	19	cultivars	cultivar	NOUN
hungeobull-12631	381	20	before	before	ADP
hungeobull-12631	381	21	harvest	harvest	NOUN
hungeobull-12631	381	22	.	.	PUNCT
hungeobull-12631	382	1	agronomy	agronomy	NOUN
hungeobull-12631	382	2	11	11	NUM
hungeobull-12631	382	3	.	.	PUNCT
hungeobull-12631	383	1	(	(	PUNCT
hungeobull-12631	383	2	5	5	NUM
hungeobull-12631	383	3	):	):	SYM
hungeobull-12631	383	4	10.3390	10.3390	NUM
hungeobull-12631	383	5	.	.	PUNCT
hungeobull-12631	383	6	available	available	ADJ
hungeobull-12631	383	7	at	at	ADP
hungeobull-12631	383	8	https://doi	https://doi	PROPN
hungeobull-12631	383	9	.	.	PUNCT
hungeobull-12631	384	1	org/10.3390	org/10.3390	PROPN
hungeobull-12631	384	2	/	/	SYM
hungeobull-12631	384	3	agronomy11050885	agronomy11050885	PROPN
hungeobull-12631	384	4	san	san	PROPN
hungeobull-12631	384	5	millan	millan	PROPN
hungeobull-12631	384	6	-	-	PUNCT
hungeobull-12631	384	7	castillo	castillo	PROPN
hungeobull-12631	384	8	,	,	PUNCT
hungeobull-12631	384	9	r.	r.	PROPN
hungeobull-12631	384	10	,	,	PUNCT
hungeobull-12631	384	11	morgado	morgado	PROPN
hungeobull-12631	384	12	,	,	PUNCT
hungeobull-12631	384	13	e.	e.	PROPN
hungeobull-12631	384	14	and	and	CCONJ
hungeobull-12631	384	15	goyaesteban	goyaesteban	PROPN
hungeobull-12631	384	16	,	,	PUNCT
hungeobull-12631	384	17	r.	r.	PROPN
hungeobull-12631	384	18	2020	2020	NUM
hungeobull-12631	384	19	.	.	PUNCT
hungeobull-12631	385	1	on	on	ADP
hungeobull-12631	385	2	the	the	DET
hungeobull-12631	385	3	use	use	NOUN
hungeobull-12631	385	4	of	of	ADP
hungeobull-12631	385	5	decision	decision	NOUN
hungeobull-12631	385	6	tree	tree	NOUN
hungeobull-12631	385	7	regression	regression	NOUN
hungeobull-12631	385	8	for	for	ADP
hungeobull-12631	385	9	predicting	predict	VERB
hungeobull-12631	385	10	vibration	vibration	NOUN
hungeobull-12631	385	11	frequency	frequency	NOUN
hungeobull-12631	385	12	response	response	NOUN
hungeobull-12631	385	13	of	of	ADP
hungeobull-12631	385	14	handheld	handheld	ADJ
hungeobull-12631	385	15	probes	probe	NOUN
hungeobull-12631	385	16	.	.	PUNCT
hungeobull-12631	386	1	ieee	ieee	NOUN
hungeobull-12631	386	2	sensors	sensor	NOUN
hungeobull-12631	386	3	journal	journal	PROPN
hungeobull-12631	386	4	20	20	NUM
hungeobull-12631	386	5	.	.	PUNCT
hungeobull-12631	387	1	(	(	PUNCT
hungeobull-12631	387	2	8)	8)	NUM
hungeobull-12631	387	3	:	:	SYM
hungeobull-12631	387	4	4120–4130	4120–4130	NUM
hungeobull-12631	387	5	.	.	PUNCT
hungeobull-12631	387	6	available	available	ADJ
hungeobull-12631	387	7	at	at	ADP
hungeobull-12631	387	8	https://doi.org/10.1109/	https://doi.org/10.1109/	PROPN
hungeobull-12631	387	9	jsen.2019.2962497	jsen.2019.2962497	PROPN
hungeobull-12631	387	10	saravanan	saravanan	PROPN
hungeobull-12631	387	11	,	,	PUNCT
hungeobull-12631	387	12	v.	v.	PROPN
hungeobull-12631	387	13	and	and	CCONJ
hungeobull-12631	387	14	tamburi	tamburi	PROPN
hungeobull-12631	387	15	,	,	PUNCT
hungeobull-12631	387	16	v.n	v.n	PROPN
hungeobull-12631	387	17	.	.	PROPN
hungeobull-12631	387	18	2022	2022	NUM
hungeobull-12631	387	19	.	.	PUNCT
hungeobull-12631	388	1	assessment	assessment	NOUN
hungeobull-12631	388	2	of	of	ADP
hungeobull-12631	388	3	land	land	NOUN
hungeobull-12631	388	4	surface	surface	NOUN
hungeobull-12631	388	5	temperature	temperature	NOUN
hungeobull-12631	388	6	(	(	PUNCT
hungeobull-12631	388	7	lst	lst	NOUN
hungeobull-12631	388	8	)	)	PUNCT
hungeobull-12631	388	9	using	use	VERB
hungeobull-12631	388	10	modis	modis	PROPN
hungeobull-12631	388	11	mod11a2	mod11a2	PROPN
hungeobull-12631	388	12	thermal	thermal	ADJ
hungeobull-12631	388	13	satellite	satellite	NOUN
hungeobull-12631	388	14	images	image	NOUN
hungeobull-12631	388	15	using	use	VERB
hungeobull-12631	388	16	zero	zero	NUM
hungeobull-12631	388	17	to	to	ADP
hungeobull-12631	388	18	null	null	ADJ
hungeobull-12631	388	19	pixel	pixel	PROPN
hungeobull-12631	388	20	averaging	averaging	NOUN
hungeobull-12631	388	21	method	method	NOUN
hungeobull-12631	388	22	for	for	ADP
hungeobull-12631	388	23	the	the	DET
hungeobull-12631	388	24	bengaluru	bengaluru	PROPN
hungeobull-12631	388	25	urban	urban	PROPN
hungeobull-12631	388	26	district	district	PROPN
hungeobull-12631	388	27	.	.	PUNCT
hungeobull-12631	389	1	preprint	preprint	NOUN
hungeobull-12631	389	2	.	.	PUNCT
hungeobull-12631	390	1	in	in	ADP
hungeobull-12631	390	2	review	review	NOUN
hungeobull-12631	390	3	.	.	PUNCT
hungeobull-12631	391	1	available	available	ADJ
hungeobull-12631	391	2	at	at	ADP
hungeobull-12631	391	3	https://doi.org/10.21203/rs.3.rs-1932983/v1	https://doi.org/10.21203/rs.3.rs-1932983/v1	PROPN
hungeobull-12631	391	4	shahhosseini	shahhosseini	PROPN
hungeobull-12631	391	5	,	,	PUNCT
hungeobull-12631	391	6	m.	m.	NOUN
hungeobull-12631	391	7	,	,	PUNCT
hungeobull-12631	391	8	hu	hu	PROPN
hungeobull-12631	391	9	,	,	PUNCT
hungeobull-12631	391	10	g.	g.	PROPN
hungeobull-12631	391	11	and	and	CCONJ
hungeobull-12631	391	12	archontoulis	archontoulis	PROPN
hungeobull-12631	391	13	,	,	PUNCT
hungeobull-12631	391	14	s.v	s.v	PROPN
hungeobull-12631	391	15	.	.	PROPN
hungeobull-12631	391	16	2020	2020	NUM
hungeobull-12631	391	17	.	.	PUNCT
hungeobull-12631	392	1	forecasting	forecast	VERB
hungeobull-12631	392	2	corn	corn	NOUN
hungeobull-12631	392	3	yield	yield	NOUN
hungeobull-12631	392	4	with	with	ADP
hungeobull-12631	392	5	machine	machine	NOUN
hungeobull-12631	392	6	learning	learn	VERB
hungeobull-12631	392	7	ensembles	ensemble	NOUN
hungeobull-12631	392	8	.	.	PUNCT
hungeobull-12631	393	1	frontiers	frontier	NOUN
hungeobull-12631	393	2	in	in	ADP
hungeobull-12631	393	3	plant	plant	NOUN
hungeobull-12631	393	4	science	science	NOUN
hungeobull-12631	393	5	11	11	NUM
hungeobull-12631	393	6	.	.	PUNCT
hungeobull-12631	393	7	1120	1120	NUM
hungeobull-12631	393	8	.	.	PUNCT
hungeobull-12631	393	9	available	available	ADJ
hungeobull-12631	393	10	at	at	ADP
hungeobull-12631	393	11	https://doi.org/10.3389/fpls.2020.01120	https://doi.org/10.3389/fpls.2020.01120	PROPN
hungeobull-12631	393	12	song	song	NOUN
hungeobull-12631	393	13	,	,	PUNCT
hungeobull-12631	393	14	y.	y.	PROPN
hungeobull-12631	393	15	,	,	PUNCT
hungeobull-12631	393	16	jiao	jiao	PROPN
hungeobull-12631	393	17	,	,	PUNCT
hungeobull-12631	393	18	x.	x.	PROPN
hungeobull-12631	393	19	,	,	PUNCT
hungeobull-12631	393	20	qiao	qiao	PROPN
hungeobull-12631	393	21	,	,	PUNCT
hungeobull-12631	393	22	y.	y.	PROPN
hungeobull-12631	393	23	,	,	PUNCT
hungeobull-12631	393	24	liu	liu	PROPN
hungeobull-12631	393	25	,	,	PUNCT
hungeobull-12631	393	26	x.	x.	PROPN
hungeobull-12631	393	27	,	,	PUNCT
hungeobull-12631	393	28	qiang	qiang	PROPN
hungeobull-12631	393	29	,	,	PUNCT
hungeobull-12631	393	30	y.	y.	PROPN
hungeobull-12631	393	31	,	,	PUNCT
hungeobull-12631	393	32	liu	liu	PROPN
hungeobull-12631	393	33	,	,	PUNCT
hungeobull-12631	393	34	z.	z.	PROPN
hungeobull-12631	393	35	and	and	CCONJ
hungeobull-12631	393	36	zhang	zhang	PROPN
hungeobull-12631	393	37	,	,	PUNCT
hungeobull-12631	393	38	l.	l.	PROPN
hungeobull-12631	393	39	2019	2019	NUM
hungeobull-12631	393	40	.	.	PUNCT
hungeobull-12631	394	1	prediction	prediction	NOUN
hungeobull-12631	394	2	of	of	ADP
hungeobull-12631	394	3	double	double	ADJ
hungeobull-12631	394	4	-	-	PUNCT
hungeobull-12631	394	5	high	high	ADJ
hungeobull-12631	394	6	biochemical	biochemical	ADJ
hungeobull-12631	394	7	indicators	indicator	NOUN
hungeobull-12631	394	8	based	base	VERB
hungeobull-12631	394	9	on	on	ADP
hungeobull-12631	394	10	lightgbm	lightgbm	ADJ
hungeobull-12631	394	11	and	and	CCONJ
hungeobull-12631	394	12	xgboost	xgboost	X
hungeobull-12631	394	13	.	.	PUNCT
hungeobull-12631	395	1	in	in	ADP
hungeobull-12631	395	2	proceedings	proceeding	NOUN
hungeobull-12631	395	3	of	of	ADP
hungeobull-12631	395	4	the	the	DET
hungeobull-12631	395	5	2019	2019	NUM
hungeobull-12631	395	6	international	international	ADJ
hungeobull-12631	395	7	conference	conference	NOUN
hungeobull-12631	395	8	on	on	ADP
hungeobull-12631	395	9	artificial	artificial	ADJ
hungeobull-12631	395	10	intelligence	intelligence	NOUN
hungeobull-12631	395	11	and	and	CCONJ
hungeobull-12631	395	12	computer	computer	NOUN
hungeobull-12631	395	13	science	science	NOUN
hungeobull-12631	395	14	.	.	PUNCT
hungeobull-12631	396	1	wuhan	wuhan	PROPN
hungeobull-12631	396	2	,	,	PUNCT
hungeobull-12631	396	3	hubei	hubei	PROPN
hungeobull-12631	396	4	province	province	PROPN
hungeobull-12631	396	5	,	,	PUNCT
hungeobull-12631	396	6	china	china	PROPN
hungeobull-12631	396	7	,	,	PUNCT
hungeobull-12631	396	8	acm	acm	PROPN
hungeobull-12631	396	9	,	,	PUNCT
hungeobull-12631	396	10	189–193	189–193	NUM
hungeobull-12631	396	11	.	.	PUNCT
hungeobull-12631	396	12	available	available	ADJ
hungeobull-12631	396	13	at	at	ADP
hungeobull-12631	396	14	https://doi	https://doi	PROPN
hungeobull-12631	396	15	.	.	PUNCT
hungeobull-12631	396	16	org/10.1145/3349341.3349400	org/10.1145/3349341.3349400	PROPN
hungeobull-12631	396	17	sun	sun	PROPN
hungeobull-12631	396	18	,	,	PUNCT
hungeobull-12631	396	19	j.	j.	PROPN
hungeobull-12631	396	20	,	,	PUNCT
hungeobull-12631	396	21	di	di	PROPN
hungeobull-12631	396	22	,	,	PUNCT
hungeobull-12631	396	23	l.	l.	PROPN
hungeobull-12631	396	24	,	,	PUNCT
hungeobull-12631	396	25	sun	sun	PROPN
hungeobull-12631	396	26	,	,	PUNCT
hungeobull-12631	396	27	z.	z.	PROPN
hungeobull-12631	396	28	,	,	PUNCT
hungeobull-12631	396	29	shen	shen	PROPN
hungeobull-12631	396	30	,	,	PUNCT
hungeobull-12631	396	31	y.	y.	PROPN
hungeobull-12631	396	32	and	and	CCONJ
hungeobull-12631	396	33	lai	lai	PROPN
hungeobull-12631	396	34	,	,	PUNCT
hungeobull-12631	396	35	z.	z.	PROPN
hungeobull-12631	396	36	2019	2019	NUM
hungeobull-12631	396	37	.	.	PUNCT
hungeobull-12631	397	1	county	county	NOUN
hungeobull-12631	397	2	-	-	PUNCT
hungeobull-12631	397	3	level	level	NOUN
hungeobull-12631	397	4	soybean	soybean	NOUN
hungeobull-12631	397	5	yield	yield	NOUN
hungeobull-12631	397	6	prediction	prediction	NOUN
hungeobull-12631	397	7	using	use	VERB
hungeobull-12631	397	8	deep	deep	ADJ
hungeobull-12631	397	9	cnn	cnn	PROPN
hungeobull-12631	397	10	-	-	PUNCT
hungeobull-12631	397	11	lstm	lstm	PROPN
hungeobull-12631	397	12	model	model	NOUN
hungeobull-12631	397	13	.	.	PUNCT
hungeobull-12631	398	1	sensors	sensor	NOUN
hungeobull-12631	398	2	19	19	NUM
hungeobull-12631	398	3	.	.	PUNCT
hungeobull-12631	399	1	(	(	PUNCT
hungeobull-12631	399	2	20	20	NUM
hungeobull-12631	399	3	):	):	SYM
hungeobull-12631	399	4	4363	4363	NUM
hungeobull-12631	399	5	.	.	PUNCT
hungeobull-12631	400	1	available	available	ADJ
hungeobull-12631	400	2	at	at	ADP
hungeobull-12631	400	3	https://doi.org/10.3390/s19204363	https://doi.org/10.3390/s19204363	NUM
hungeobull-12631	400	4	tantalaki	tantalaki	ADJ
hungeobull-12631	400	5	,	,	PUNCT
hungeobull-12631	400	6	n.	n.	NOUN
hungeobull-12631	400	7	,	,	PUNCT
hungeobull-12631	400	8	souravlas	souravlas	PROPN
hungeobull-12631	400	9	,	,	PUNCT
hungeobull-12631	400	10	s.	s.	PROPN
hungeobull-12631	400	11	and	and	CCONJ
hungeobull-12631	400	12	roumeliotis	roumeliotis	PROPN
hungeobull-12631	400	13	,	,	PUNCT
hungeobull-12631	400	14	m.	m.	NOUN
hungeobull-12631	400	15	2019	2019	NUM
hungeobull-12631	400	16	.	.	PUNCT
hungeobull-12631	401	1	data	data	NOUN
hungeobull-12631	401	2	-	-	PUNCT
hungeobull-12631	401	3	driven	drive	VERB
hungeobull-12631	401	4	decision	decision	NOUN
hungeobull-12631	401	5	making	make	VERB
hungeobull-12631	401	6	in	in	ADP
hungeobull-12631	401	7	precision	precision	NOUN
hungeobull-12631	401	8	agriculture	agriculture	NOUN
hungeobull-12631	401	9	:	:	PUNCT
hungeobull-12631	401	10	the	the	DET
hungeobull-12631	401	11	rise	rise	NOUN
hungeobull-12631	401	12	of	of	ADP
hungeobull-12631	401	13	big	big	ADJ
hungeobull-12631	401	14	data	datum	NOUN
hungeobull-12631	401	15	in	in	ADP
hungeobull-12631	401	16	agricultural	agricultural	ADJ
hungeobull-12631	401	17	systems	system	NOUN
hungeobull-12631	401	18	.	.	PUNCT
hungeobull-12631	402	1	journal	journal	NOUN
hungeobull-12631	402	2	of	of	ADP
hungeobull-12631	402	3	agricultural	agricultural	PROPN
hungeobull-12631	402	4	&	&	CCONJ
hungeobull-12631	402	5	food	food	NOUN
hungeobull-12631	402	6	information	information	NOUN
hungeobull-12631	402	7	20	20	NUM
hungeobull-12631	402	8	.	.	PUNCT
hungeobull-12631	403	1	(	(	PUNCT
hungeobull-12631	403	2	4	4	NUM
hungeobull-12631	403	3	):	):	PUNCT
hungeobull-12631	403	4	344–380	344–380	NUM
hungeobull-12631	403	5	.	.	PUNCT
hungeobull-12631	403	6	available	available	ADJ
hungeobull-12631	403	7	at	at	ADP
hungeobull-12631	403	8	https://doi.org/10.10	https://doi.org/10.10	PROPN
hungeobull-12631	403	9	80/10496505.2019.1638264	80/10496505.2019.1638264	NUM
hungeobull-12631	403	10	thornton	thornton	PROPN
hungeobull-12631	403	11	,	,	PUNCT
hungeobull-12631	403	12	m.m	m.m	PROPN
hungeobull-12631	403	13	.	.	PROPN
hungeobull-12631	403	14	,	,	PUNCT
hungeobull-12631	403	15	shrestha	shrestha	PROPN
hungeobull-12631	403	16	,	,	PUNCT
hungeobull-12631	403	17	r.	r.	PROPN
hungeobull-12631	403	18	,	,	PUNCT
hungeobull-12631	403	19	wei	wei	PROPN
hungeobull-12631	403	20	,	,	PUNCT
hungeobull-12631	403	21	y.	y.	PROPN
hungeobull-12631	403	22	,	,	PUNCT
hungeobull-12631	403	23	thornton	thornton	PROPN
hungeobull-12631	403	24	,	,	PUNCT
hungeobull-12631	403	25	p.e	p.e	PROPN
hungeobull-12631	403	26	.	.	PROPN
hungeobull-12631	403	27	,	,	PUNCT
hungeobull-12631	403	28	kao	kao	PROPN
hungeobull-12631	403	29	,	,	PUNCT
hungeobull-12631	403	30	s	s	PROPN
hungeobull-12631	403	31	-	-	PUNCT
hungeobull-12631	403	32	c.	c.	PROPN
hungeobull-12631	403	33	and	and	CCONJ
hungeobull-12631	403	34	wilson	wilson	PROPN
hungeobull-12631	403	35	,	,	PUNCT
hungeobull-12631	403	36	b.e	b.e	PROPN
hungeobull-12631	403	37	.	.	PROPN
hungeobull-12631	403	38	2022	2022	NUM
hungeobull-12631	403	39	.	.	PUNCT
hungeobull-12631	404	1	daymet	daymet	PROPN
hungeobull-12631	404	2	:	:	PUNCT
hungeobull-12631	404	3	daily	daily	ADJ
hungeobull-12631	404	4	surface	surface	NOUN
hungeobull-12631	404	5	weather	weather	NOUN
hungeobull-12631	404	6	data	datum	NOUN
hungeobull-12631	404	7	on	on	ADP
hungeobull-12631	404	8	a	a	DET
hungeobull-12631	404	9	1	1	NUM
hungeobull-12631	404	10	-	-	PUNCT
hungeobull-12631	404	11	km	km	NOUN
hungeobull-12631	404	12	grid	grid	NOUN
hungeobull-12631	404	13	for	for	ADP
hungeobull-12631	404	14	north	north	PROPN
hungeobull-12631	404	15	america	america	PROPN
hungeobull-12631	404	16	.	.	PUNCT
hungeobull-12631	405	1	version	version	NOUN
hungeobull-12631	405	2	4	4	NUM
hungeobull-12631	405	3	r1	r1	PROPN
hungeobull-12631	405	4	.	.	PUNCT
hungeobull-12631	406	1	netcdf	netcdf	PROPN
hungeobull-12631	406	2	,	,	PUNCT
hungeobull-12631	406	3	november	november	PROPN
hungeobull-12631	406	4	,	,	PUNCT
hungeobull-12631	406	5	0	0	NUM
hungeobull-12631	407	1	mb	mb	X
hungeobull-12631	407	2	.	.	PROPN
hungeobull-12631	407	3	available	available	ADJ
hungeobull-12631	407	4	at	at	ADP
hungeobull-12631	407	5	https://doi.org/10.3334/ornldaac/2129	https://doi.org/10.3334/ornldaac/2129	PROPN
hungeobull-12631	407	6	https://doi.org/10.1007/s10668-019-00445-x	https://doi.org/10.1007/s10668-019-00445-x	PROPN
hungeobull-12631	407	7	https://doi.org/10.1007/s10668-019-00445-x	https://doi.org/10.1007/s10668-019-00445-x	PROPN
hungeobull-12631	407	8	https://doi.org/10.1016/j.ymssp.2020.107398	https://doi.org/10.1016/j.ymssp.2020.107398	PROPN
hungeobull-12631	407	9	https://doi.org/10.1016/j.ymssp.2020.107398	https://doi.org/10.1016/j.ymssp.2020.107398	PROPN
hungeobull-12631	407	10	https://doi.org/10.5194/isprsannals-iii-8-131-2016	https://doi.org/10.5194/isprsannals-iii-8-131-2016	PROPN
hungeobull-12631	407	11	https://doi.org/10.1016/j.jag.2023.103269	https://doi.org/10.1016/j.jag.2023.103269	PROPN
hungeobull-12631	407	12	https://doi.org/10.3390/s18082674	https://doi.org/10.3390/s18082674	NUM
hungeobull-12631	407	13	https://doi.org/10.3390/s18082674	https://doi.org/10.3390/s18082674	NUM
hungeobull-12631	407	14	https://doi.org/10.1016/j.rse.2021.112408	https://doi.org/10.1016/j.rse.2021.112408	NUM
hungeobull-12631	407	15	https://doi.org/10.1016/j.rse.2021.112408	https://doi.org/10.1016/j.rse.2021.112408	PUNCT
hungeobull-12631	408	1	https://doi.org/10.1109/jstars.2022.3223423	https://doi.org/10.1109/jstars.2022.3223423	PROPN
hungeobull-12631	408	2	https://doi.org/10.1109/jstars.2022.3223423	https://doi.org/10.1109/jstars.2022.3223423	PROPN
hungeobull-12631	408	3	https://doi.org/10.1093/bioinformatics/bti499	https://doi.org/10.1093/bioinformatics/bti499	PRON
hungeobull-12631	408	4	https://doi.org/10.1093/bioinformatics/bti499	https://doi.org/10.1093/bioinformatics/bti499	PROPN
hungeobull-12631	408	5	https://doi.org/10.3390/rs2030673	https://doi.org/10.3390/rs2030673	PROPN
hungeobull-12631	408	6	https://doi.org/10.1016/j.agsy.2020.103016	https://doi.org/10.1016/j.agsy.2020.103016	PROPN
hungeobull-12631	408	7	https://doi.org/10.1016/j.agrformet.2019.107615	https://doi.org/10.1016/j.agrformet.2019.107615	VERB
hungeobull-12631	408	8	https://doi.org/10.48550/arxiv.1201.0490	https://doi.org/10.48550/arxiv.1201.0490	PROPN
hungeobull-12631	408	9	https://doi.org/10.3390/agronomy11050885	https://doi.org/10.3390/agronomy11050885	NOUN
hungeobull-12631	408	10	https://doi.org/10.3390/agronomy11050885	https://doi.org/10.3390/agronomy11050885	NUM
hungeobull-12631	408	11	https://doi.org/10.1109/jsen.2019.2962497	https://doi.org/10.1109/jsen.2019.2962497	PROPN
hungeobull-12631	408	12	https://doi.org/10.1109/jsen.2019.2962497	https://doi.org/10.1109/jsen.2019.2962497	PROPN
hungeobull-12631	408	13	https://doi.org/10.21203/rs.3.rs-1932983/v1	https://doi.org/10.21203/rs.3.rs-1932983/v1	PART
hungeobull-12631	409	1	https://doi.org/10.3389/fpls.2020.01120	https://doi.org/10.3389/fpls.2020.01120	PROPN
hungeobull-12631	409	2	https://doi.org/10.1145/3349341.3349400	https://doi.org/10.1145/3349341.3349400	NOUN
hungeobull-12631	409	3	https://doi.org/10.1145/3349341.3349400	https://doi.org/10.1145/3349341.3349400	NOUN
hungeobull-12631	409	4	https://doi.org/10.3390/s19204363	https://doi.org/10.3390/s19204363	PROPN
hungeobull-12631	409	5	https://doi.org/10.1080/10496505.2019.1638264	https://doi.org/10.1080/10496505.2019.1638264	VERB
hungeobull-12631	409	6	https://doi.org/10.1080/10496505.2019.1638264	https://doi.org/10.1080/10496505.2019.1638264	AUX
hungeobull-12631	409	7	https://doi.org/10.3334/ornldaac/2129	https://doi.org/10.3334/ornldaac/2129	PROPN
hungeobull-12631	409	8	farmonov	farmonov	NOUN
hungeobull-12631	409	9	,	,	PUNCT
hungeobull-12631	409	10	n.	n.	PROPN
hungeobull-12631	409	11	et	et	PROPN
hungeobull-12631	409	12	al	al	PROPN
hungeobull-12631	409	13	.	.	PUNCT
hungeobull-12631	410	1	hungarian	hungarian	ADJ
hungeobull-12631	410	2	geographical	geographical	ADJ
hungeobull-12631	410	3	bulletin	bulletin	NOUN
hungeobull-12631	410	4	72	72	NUM
hungeobull-12631	410	5	(	(	PUNCT
hungeobull-12631	410	6	2023	2023	NUM
hungeobull-12631	410	7	)	)	PUNCT
hungeobull-12631	410	8	(	(	PUNCT
hungeobull-12631	410	9	4	4	X
hungeobull-12631	410	10	)	)	PUNCT
hungeobull-12631	410	11	383–398.398	383–398.398	NUM
hungeobull-12631	410	12	tibshirani	tibshirani	NOUN
hungeobull-12631	410	13	,	,	PUNCT
hungeobull-12631	410	14	r.	r.	PROPN
hungeobull-12631	410	15	1996	1996	NUM
hungeobull-12631	410	16	.	.	PUNCT
hungeobull-12631	411	1	regression	regression	NOUN
hungeobull-12631	411	2	shrinkage	shrinkage	NOUN
hungeobull-12631	411	3	and	and	CCONJ
hungeobull-12631	411	4	selection	selection	NOUN
hungeobull-12631	411	5	via	via	ADP
hungeobull-12631	411	6	the	the	DET
hungeobull-12631	411	7	lasso	lasso	NOUN
hungeobull-12631	411	8	.	.	PUNCT
hungeobull-12631	412	1	journal	journal	NOUN
hungeobull-12631	412	2	of	of	ADP
hungeobull-12631	412	3	the	the	DET
hungeobull-12631	412	4	royal	royal	ADJ
hungeobull-12631	412	5	statistical	statistical	ADJ
hungeobull-12631	412	6	society	society	NOUN
hungeobull-12631	412	7	:	:	PUNCT
hungeobull-12631	412	8	series	series	PROPN
hungeobull-12631	412	9	b	b	PROPN
hungeobull-12631	412	10	(	(	PUNCT
hungeobull-12631	412	11	methodological	methodological	ADJ
hungeobull-12631	412	12	)	)	PUNCT
hungeobull-12631	412	13	58	58	NUM
hungeobull-12631	412	14	.	.	PUNCT
hungeobull-12631	413	1	(	(	PUNCT
hungeobull-12631	413	2	1	1	NUM
hungeobull-12631	413	3	):	):	PUNCT
hungeobull-12631	413	4	267–288	267–288	NUM
hungeobull-12631	413	5	.	.	PUNCT
hungeobull-12631	413	6	available	available	ADJ
hungeobull-12631	413	7	at	at	ADP
hungeobull-12631	413	8	https://doi.org/10.1111/j.2517-6161.1996.tb02080.x	https://doi.org/10.1111/j.2517-6161.1996.tb02080.x	PROPN
hungeobull-12631	413	9	tripathy	tripathy	PROPN
hungeobull-12631	413	10	,	,	PUNCT
hungeobull-12631	413	11	r.	r.	PROPN
hungeobull-12631	413	12	,	,	PUNCT
hungeobull-12631	413	13	chaudhari	chaudhari	PROPN
hungeobull-12631	413	14	,	,	PUNCT
hungeobull-12631	413	15	k.n	k.n	PROPN
hungeobull-12631	413	16	.	.	PROPN
hungeobull-12631	413	17	,	,	PUNCT
hungeobull-12631	413	18	bairagi	bairagi	PROPN
hungeobull-12631	413	19	,	,	PUNCT
hungeobull-12631	413	20	g.d	g.d	PROPN
hungeobull-12631	413	21	.	.	PROPN
hungeobull-12631	413	22	,	,	PUNCT
hungeobull-12631	413	23	pal	pal	NOUN
hungeobull-12631	413	24	,	,	PUNCT
hungeobull-12631	413	25	o.	o.	PROPN
hungeobull-12631	413	26	,	,	PUNCT
hungeobull-12631	413	27	das	das	PROPN
hungeobull-12631	413	28	,	,	PUNCT
hungeobull-12631	413	29	r.	r.	PROPN
hungeobull-12631	413	30	and	and	CCONJ
hungeobull-12631	413	31	bhattacharya	bhattacharya	PROPN
hungeobull-12631	413	32	,	,	PUNCT
hungeobull-12631	413	33	b.k	b.k	PROPN
hungeobull-12631	413	34	.	.	NOUN
hungeobull-12631	413	35	2022	2022	NUM
hungeobull-12631	413	36	.	.	PUNCT
hungeobull-12631	414	1	towards	towards	ADP
hungeobull-12631	414	2	fine	fine	ADJ
hungeobull-12631	414	3	-	-	PUNCT
hungeobull-12631	414	4	scale	scale	NOUN
hungeobull-12631	414	5	yield	yield	NOUN
hungeobull-12631	414	6	prediction	prediction	NOUN
hungeobull-12631	414	7	of	of	ADP
hungeobull-12631	414	8	three	three	NUM
hungeobull-12631	414	9	major	major	ADJ
hungeobull-12631	414	10	crops	crop	NOUN
hungeobull-12631	414	11	of	of	ADP
hungeobull-12631	414	12	india	india	PROPN
hungeobull-12631	414	13	using	use	VERB
hungeobull-12631	414	14	data	datum	NOUN
hungeobull-12631	414	15	from	from	ADP
hungeobull-12631	414	16	multiple	multiple	ADJ
hungeobull-12631	414	17	satellite	satellite	NOUN
hungeobull-12631	414	18	.	.	PUNCT
hungeobull-12631	415	1	journal	journal	PROPN
hungeobull-12631	415	2	of	of	ADP
hungeobull-12631	415	3	the	the	DET
hungeobull-12631	415	4	indian	indian	ADJ
hungeobull-12631	415	5	society	society	NOUN
hungeobull-12631	415	6	of	of	ADP
hungeobull-12631	415	7	remote	remote	ADJ
hungeobull-12631	415	8	sensing	sense	VERB
hungeobull-12631	415	9	50	50	NUM
hungeobull-12631	415	10	.	.	PUNCT
hungeobull-12631	416	1	(	(	PUNCT
hungeobull-12631	416	2	2	2	NUM
hungeobull-12631	416	3	):	):	PUNCT
hungeobull-12631	416	4	271–284	271–284	NUM
hungeobull-12631	416	5	.	.	PUNCT
hungeobull-12631	416	6	available	available	ADJ
hungeobull-12631	416	7	at	at	ADP
hungeobull-12631	416	8	https://doi.org/10.1007/s12524-02101361-2	https://doi.org/10.1007/s12524-02101361-2	PROPN
hungeobull-12631	416	9	vermote	vermote	NOUN
hungeobull-12631	416	10	,	,	PUNCT
hungeobull-12631	416	11	e.	e.	PROPN
hungeobull-12631	416	12	2021	2021	NUM
hungeobull-12631	416	13	.	.	PUNCT
hungeobull-12631	417	1	modis	modis	PROPN
hungeobull-12631	417	2	/	/	SYM
hungeobull-12631	417	3	terra	terra	NOUN
hungeobull-12631	417	4	surface	surface	NOUN
hungeobull-12631	417	5	reflectance	reflectance	NOUN
hungeobull-12631	417	6	8	8	NUM
hungeobull-12631	417	7	-	-	PUNCT
hungeobull-12631	417	8	day	day	NOUN
hungeobull-12631	417	9	l3	l3	PROPN
hungeobull-12631	417	10	global	global	ADJ
hungeobull-12631	417	11	500	500	NUM
hungeobull-12631	417	12	m	m	NOUN
hungeobull-12631	417	13	sin	sin	NOUN
hungeobull-12631	417	14	grid	grid	NOUN
hungeobull-12631	417	15	v061	v061	PROPN
hungeobull-12631	417	16	.	.	PUNCT
hungeobull-12631	418	1	nasa	nasa	PROPN
hungeobull-12631	418	2	eosdis	eosdis	PROPN
hungeobull-12631	418	3	land	land	NOUN
hungeobull-12631	418	4	processes	process	NOUN
hungeobull-12631	418	5	daac	daac	NOUN
hungeobull-12631	418	6	.	.	PUNCT
hungeobull-12631	419	1	available	available	ADJ
hungeobull-12631	419	2	at	at	ADP
hungeobull-12631	419	3	https://doi	https://doi	PROPN
hungeobull-12631	419	4	.	.	PUNCT
hungeobull-12631	420	1	org/10.5067	org/10.5067	PROPN
hungeobull-12631	420	2	/	/	SYM
hungeobull-12631	420	3	modis	modis	PROPN
hungeobull-12631	420	4	/	/	SYM
hungeobull-12631	420	5	mod09a1.061	mod09a1.061	PROPN
hungeobull-12631	420	6	wan	wan	PROPN
hungeobull-12631	420	7	,	,	PUNCT
hungeobull-12631	420	8	z.	z.	PROPN
hungeobull-12631	420	9	,	,	PUNCT
hungeobull-12631	420	10	hook	hook	NOUN
hungeobull-12631	420	11	,	,	PUNCT
hungeobull-12631	420	12	s.	s.	PROPN
hungeobull-12631	420	13	and	and	CCONJ
hungeobull-12631	420	14	hulley	hulley	PROPN
hungeobull-12631	420	15	,	,	PUNCT
hungeobull-12631	420	16	g.	g.	PROPN
hungeobull-12631	420	17	2021	2021	NUM
hungeobull-12631	420	18	.	.	PUNCT
hungeobull-12631	421	1	modis	modis	PROPN
hungeobull-12631	421	2	/	/	SYM
hungeobull-12631	421	3	terra	terra	NOUN
hungeobull-12631	421	4	land	land	NOUN
hungeobull-12631	421	5	surface	surface	NOUN
hungeobull-12631	421	6	temperature	temperature	NOUN
hungeobull-12631	421	7	/	/	SYM
hungeobull-12631	421	8	emissivity	emissivity	NOUN
hungeobull-12631	421	9	8	8	NUM
hungeobull-12631	421	10	-	-	PUNCT
hungeobull-12631	421	11	day	day	NOUN
hungeobull-12631	421	12	l3	l3	NOUN
hungeobull-12631	421	13	global	global	ADJ
hungeobull-12631	421	14	1	1	NUM
hungeobull-12631	421	15	km	km	NOUN
hungeobull-12631	421	16	sin	sin	NOUN
hungeobull-12631	421	17	grid	grid	NOUN
hungeobull-12631	421	18	v061	v061	PROPN
hungeobull-12631	421	19	.	.	PUNCT
hungeobull-12631	422	1	nasa	nasa	PROPN
hungeobull-12631	422	2	eosdis	eosdis	PROPN
hungeobull-12631	422	3	land	land	NOUN
hungeobull-12631	422	4	processes	process	NOUN
hungeobull-12631	422	5	daac	daac	NOUN
hungeobull-12631	422	6	.	.	PUNCT
hungeobull-12631	423	1	available	available	ADJ
hungeobull-12631	423	2	at	at	ADP
hungeobull-12631	423	3	https://doi.org/10.5067/	https://doi.org/10.5067/	PROPN
hungeobull-12631	423	4	modis	modis	PROPN
hungeobull-12631	423	5	/	/	SYM
hungeobull-12631	423	6	mod11a2.061	mod11a2.061	PROPN
hungeobull-12631	423	7	wang	wang	PROPN
hungeobull-12631	423	8	,	,	PUNCT
hungeobull-12631	423	9	h.	h.	PROPN
hungeobull-12631	423	10	,	,	PUNCT
hungeobull-12631	423	11	yang	yang	PROPN
hungeobull-12631	423	12	,	,	PUNCT
hungeobull-12631	423	13	f.	f.	PROPN
hungeobull-12631	423	14	and	and	CCONJ
hungeobull-12631	423	15	luo	luo	PROPN
hungeobull-12631	423	16	,	,	PUNCT
hungeobull-12631	423	17	z.	z.	PROPN
hungeobull-12631	423	18	2016	2016	NUM
hungeobull-12631	423	19	.	.	PUNCT
hungeobull-12631	424	1	once	once	SCONJ
hungeobull-12631	424	2	measures	measure	NOUN
hungeobull-12631	424	3	.	.	PUNCT
hungeobull-12631	425	1	bmc	bmc	ADJ
hungeobull-12631	425	2	bioinformatics	bioinformatic	NOUN
hungeobull-12631	425	3	17	17	NUM
hungeobull-12631	425	4	.	.	PUNCT
hungeobull-12631	426	1	60	60	NUM
hungeobull-12631	426	2	.	.	PUNCT
hungeobull-12631	427	1	available	available	ADJ
hungeobull-12631	427	2	at	at	ADP
hungeobull-12631	427	3	https://doi	https://doi	PROPN
hungeobull-12631	427	4	.	.	PUNCT
hungeobull-12631	427	5	org/10.1186	org/10.1186	PROPN
hungeobull-12631	427	6	/	/	SYM
hungeobull-12631	427	7	s12859	s12859	NOUN
hungeobull-12631	427	8	-	-	PUNCT
hungeobull-12631	427	9	016	016	NUM
hungeobull-12631	427	10	-	-	PUNCT
hungeobull-12631	427	11	0900	0900	NUM
hungeobull-12631	427	12	-	-	SYM
hungeobull-12631	427	13	5	5	NUM
hungeobull-12631	427	14	zeng	zeng	PROPN
hungeobull-12631	427	15	,	,	PUNCT
hungeobull-12631	427	16	w.	w.	PROPN
hungeobull-12631	427	17	,	,	PUNCT
hungeobull-12631	427	18	xu	xu	PROPN
hungeobull-12631	427	19	,	,	PUNCT
hungeobull-12631	427	20	c.	c.	PROPN
hungeobull-12631	427	21	,	,	PUNCT
hungeobull-12631	427	22	gang	gang	PROPN
hungeobull-12631	427	23	,	,	PUNCT
hungeobull-12631	427	24	z.	z.	PROPN
hungeobull-12631	427	25	,	,	PUNCT
hungeobull-12631	427	26	wu	wu	PROPN
hungeobull-12631	427	27	,	,	PUNCT
hungeobull-12631	427	28	j.	j.	PROPN
hungeobull-12631	427	29	and	and	CCONJ
hungeobull-12631	427	30	huang	huang	PROPN
hungeobull-12631	427	31	,	,	PUNCT
hungeobull-12631	427	32	j.	j.	PROPN
hungeobull-12631	427	33	2018	2018	NUM
hungeobull-12631	427	34	.	.	PUNCT
hungeobull-12631	428	1	estimation	estimation	NOUN
hungeobull-12631	428	2	of	of	ADP
hungeobull-12631	428	3	sunflower	sunflower	NOUN
hungeobull-12631	428	4	seed	seed	NOUN
hungeobull-12631	428	5	yield	yield	NOUN
hungeobull-12631	428	6	using	use	VERB
hungeobull-12631	428	7	partial	partial	ADJ
hungeobull-12631	428	8	least	least	ADJ
hungeobull-12631	428	9	squares	square	NOUN
hungeobull-12631	428	10	regression	regression	NOUN
hungeobull-12631	428	11	and	and	CCONJ
hungeobull-12631	428	12	artificial	artificial	ADJ
hungeobull-12631	428	13	neural	neural	ADJ
hungeobull-12631	428	14	network	network	NOUN
hungeobull-12631	428	15	models	model	NOUN
hungeobull-12631	428	16	.	.	PUNCT
hungeobull-12631	429	1	pedosphere	pedosphere	NOUN
hungeobull-12631	429	2	28	28	NUM
hungeobull-12631	429	3	.	.	PUNCT
hungeobull-12631	430	1	(	(	PUNCT
hungeobull-12631	430	2	5	5	NUM
hungeobull-12631	430	3	):	):	PUNCT
hungeobull-12631	430	4	764–774	764–774	NUM
hungeobull-12631	430	5	.	.	PUNCT
hungeobull-12631	430	6	available	available	ADJ
hungeobull-12631	430	7	at	at	ADP
hungeobull-12631	430	8	https://doi.org/10.1016/s1002-0160(17)60336-9	https://doi.org/10.1016/s1002-0160(17)60336-9	NOUN
hungeobull-12631	430	9	https://doi.org/10.1111/j.2517-6161.1996.tb02080.x	https://doi.org/10.1111/j.2517-6161.1996.tb02080.x	PROPN
hungeobull-12631	430	10	https://doi.org/10.1007/s12524-021-01361-2	https://doi.org/10.1007/s12524-021-01361-2	NUM
hungeobull-12631	430	11	https://doi.org/10.1007/s12524-021-01361-2	https://doi.org/10.1007/s12524-021-01361-2	NUM
hungeobull-12631	431	1	https://doi.org/10.5067/modis/mod09a1.061	https://doi.org/10.5067/modis/mod09a1.061	PRON
hungeobull-12631	431	2	https://doi.org/10.5067/modis/mod09a1.061	https://doi.org/10.5067/modis/mod09a1.061	PROPN
hungeobull-12631	431	3	https://doi.org/10.5067/modis/mod11a2.061	https://doi.org/10.5067/modis/mod11a2.061	PROPN
hungeobull-12631	431	4	https://doi.org/10.5067/modis/mod11a2.061	https://doi.org/10.5067/modis/mod11a2.061	PROPN
hungeobull-12631	431	5	https://doi.org/10.1186/s12859-016-0900-5	https://doi.org/10.1186/s12859-016-0900-5	NOUN
hungeobull-12631	431	6	https://doi.org/10.1186/s12859-016-0900-5	https://doi.org/10.1186/s12859-016-0900-5	NUM
hungeobull-12631	431	7	https://doi.org/10.1016/s1002-0160(17)60336-9	https://doi.org/10.1016/s1002-0160(17)60336-9	NOUN
hungeobull-12631	431	8	hungarian	hungarian	ADJ
hungeobull-12631	431	9	geographical	geographical	ADJ
hungeobull-12631	431	10	bulletin	bulletin	NOUN
hungeobull-12631	431	11	vol	vol	NOUN
hungeobull-12631	431	12	72	72	NUM
hungeobull-12631	431	13	issue	issue	NOUN
hungeobull-12631	431	14	4	4	NUM
hungeobull-12631	431	15	383	383	NUM
hungeobull-12631	431	16	-	-	SYM
hungeobull-12631	431	17	398	398	NUM
hungeobull-12631	431	18	effectiveness	effectiveness	NOUN
hungeobull-12631	431	19	of	of	ADP
hungeobull-12631	431	20	machine	machine	NOUN
hungeobull-12631	431	21	learning	learning	NOUN
hungeobull-12631	431	22	and	and	CCONJ
hungeobull-12631	431	23	deep	deep	ADJ
hungeobull-12631	431	24	learning	learning	NOUN
hungeobull-12631	431	25	modelsat	modelsat	VERB
hungeobull-12631	431	26	county	county	NOUN
hungeobull-12631	431	27	-	-	PUNCT
hungeobull-12631	431	28	level	level	NOUN
hungeobull-12631	431	29	soybean	soybean	NOUN
hungeobull-12631	431	30	yield	yield	NOUN
hungeobull-12631	431	31	forecasting	forecasting	NOUN