id	sid	tid	token	lemma	pos
essd-1120	1	1	http://www.press.ierek.com	http://www.press.ierek.com	PROPN
essd-1120	1	2	issn	issn	PROPN
essd-1120	1	3	(	(	PUNCT
essd-1120	1	4	print	print	NOUN
essd-1120	1	5	:	:	PUNCT
essd-1120	1	6	2357	2357	NUM
essd-1120	1	7	-	-	SYM
essd-1120	1	8	0849	0849	NUM
essd-1120	1	9	,	,	PUNCT
essd-1120	1	10	online	online	ADJ
essd-1120	1	11	:	:	PUNCT
essd-1120	1	12	2357	2357	NUM
essd-1120	1	13	-	-	SYM
essd-1120	1	14	0857	0857	NUM
essd-1120	1	15	)	)	PUNCT
essd-1120	1	16	environmental	environmental	ADJ
essd-1120	1	17	science	science	NOUN
essd-1120	1	18	and	and	CCONJ
essd-1120	1	19	sustainable	sustainable	ADJ
essd-1120	1	20	development	development	NOUN
essd-1120	1	21	pg	pg	NOUN
essd-1120	1	22	.	.	PROPN
essd-1120	1	23	1	1	NUM
essd-1120	1	24	research	research	NOUN
essd-1120	1	25	paper	paper	NOUN
essd-1120	1	26	received	receive	VERB
essd-1120	1	27	:	:	PUNCT
essd-1120	1	28	21	21	NUM
essd-1120	1	29	september	september	PROPN
essd-1120	1	30	2024	2024	NUM
essd-1120	1	31	,	,	PUNCT
essd-1120	1	32	accepted	accept	VERB
essd-1120	1	33	:	:	PUNCT
essd-1120	1	34	31	31	NUM
essd-1120	1	35	october	october	NOUN
essd-1120	1	36	2024	2024	NUM
essd-1120	1	37	,	,	PUNCT
essd-1120	1	38	published	publish	VERB
essd-1120	1	39	online	online	ADV
essd-1120	1	40	:	:	PUNCT
essd-1120	1	41	31	31	NUM
essd-1120	1	42	december	december	PROPN
essd-1120	1	43	2024	2024	NUM
essd-1120	1	44	doi	doi	NOUN
essd-1120	1	45	:	:	PUNCT
essd-1120	1	46	10.21625	10.21625	NUM
essd-1120	1	47	/	/	SYM
essd-1120	1	48	essd.v9i4.1120	essd.v9i4.1120	ADJ
essd-1120	1	49	remote	remote	ADJ
essd-1120	1	50	sensing	sensing	NOUN
essd-1120	1	51	for	for	ADP
essd-1120	1	52	sustainable	sustainable	ADJ
essd-1120	1	53	crop	crop	NOUN
essd-1120	1	54	water	water	NOUN
essd-1120	1	55	management	management	NOUN
essd-1120	1	56	in	in	ADP
essd-1120	1	57	a	a	DET
essd-1120	1	58	changing	change	VERB
essd-1120	1	59	climate	climate	NOUN
essd-1120	1	60	yousra	yousra	NOUN
essd-1120	2	1	cheikhaoui1	cheikhaoui1	PROPN
essd-1120	2	2	,	,	PUNCT
essd-1120	2	3	sadiki	sadiki	PROPN
essd-1120	2	4	mohamed2	mohamed2	PROPN
essd-1120	2	5	,	,	PUNCT
essd-1120	2	6	allouza	allouza	PROPN
essd-1120	2	7	mohamed3	mohamed3	NOUN
essd-1120	2	8	,	,	PUNCT
essd-1120	2	9	chakiri	chakiri	ADV
essd-1120	2	10	saïd4	saïd4	NOUN
essd-1120	2	11	,	,	PUNCT
essd-1120	2	12	bouabdli	bouabdli	PROPN
essd-1120	2	13	abdelhak5	abdelhak5	PROPN
essd-1120	2	14	and	and	CCONJ
essd-1120	2	15	kadiri	kadiri	PROPN
essd-1120	2	16	hassani	hassani	PROPN
essd-1120	2	17	kenza6	kenza6	PROPN
essd-1120	3	1	1phd	1phd	NUM
essd-1120	3	2	student	student	NOUN
essd-1120	3	3	in	in	ADP
essd-1120	3	4	laboratory	laboratory	NOUN
essd-1120	3	5	of	of	ADP
essd-1120	3	6	geosciences	geoscience	NOUN
essd-1120	3	7	,	,	PUNCT
essd-1120	3	8	department	department	NOUN
essd-1120	3	9	of	of	ADP
essd-1120	3	10	geology	geology	NOUN
essd-1120	3	11	,	,	PUNCT
essd-1120	3	12	faculty	faculty	NOUN
essd-1120	3	13	of	of	ADP
essd-1120	3	14	sciences	science	NOUN
essd-1120	3	15	,	,	PUNCT
essd-1120	3	16	ibntofail	ibntofail	NOUN
essd-1120	3	17	university	university	PROPN
essd-1120	3	18	,	,	PUNCT
essd-1120	3	19	kenitra	kenitra	PROPN
essd-1120	3	20	,	,	PUNCT
essd-1120	3	21	morocco	morocco	PROPN
essd-1120	3	22	2professor	2professor	NUM
essd-1120	3	23	in	in	ADP
essd-1120	3	24	laboratory	laboratory	NOUN
essd-1120	3	25	of	of	ADP
essd-1120	3	26	geosciences	geoscience	NOUN
essd-1120	3	27	,	,	PUNCT
essd-1120	3	28	department	department	NOUN
essd-1120	3	29	of	of	ADP
essd-1120	3	30	geology	geology	NOUN
essd-1120	3	31	,	,	PUNCT
essd-1120	3	32	faculty	faculty	NOUN
essd-1120	3	33	of	of	ADP
essd-1120	3	34	sciences	science	NOUN
essd-1120	3	35	,	,	PUNCT
essd-1120	3	36	ibntofail	ibntofail	NOUN
essd-1120	3	37	university	university	PROPN
essd-1120	3	38	,	,	PUNCT
essd-1120	3	39	kenitra	kenitra	PROPN
essd-1120	3	40	,	,	PUNCT
essd-1120	3	41	morocco	morocco	PROPN
essd-1120	3	42	3professor	3professor	NUM
essd-1120	3	43	in	in	ADP
essd-1120	3	44	laboratory	laboratory	NOUN
essd-1120	3	45	of	of	ADP
essd-1120	3	46	geosciences	geoscience	NOUN
essd-1120	3	47	,	,	PUNCT
essd-1120	3	48	department	department	NOUN
essd-1120	3	49	of	of	ADP
essd-1120	3	50	geology	geology	NOUN
essd-1120	3	51	,	,	PUNCT
essd-1120	3	52	faculty	faculty	NOUN
essd-1120	3	53	of	of	ADP
essd-1120	3	54	sciences	science	NOUN
essd-1120	3	55	,	,	PUNCT
essd-1120	3	56	ibntofail	ibntofail	NOUN
essd-1120	3	57	university	university	PROPN
essd-1120	3	58	,	,	PUNCT
essd-1120	3	59	kenitra	kenitra	PROPN
essd-1120	3	60	,	,	PUNCT
essd-1120	3	61	morocco	morocco	PROPN
essd-1120	3	62	4professor	4professor	NUM
essd-1120	3	63	in	in	ADP
essd-1120	3	64	laboratory	laboratory	NOUN
essd-1120	3	65	of	of	ADP
essd-1120	3	66	geosciences	geoscience	NOUN
essd-1120	3	67	,	,	PUNCT
essd-1120	3	68	department	department	NOUN
essd-1120	3	69	of	of	ADP
essd-1120	3	70	geology	geology	NOUN
essd-1120	3	71	,	,	PUNCT
essd-1120	3	72	faculty	faculty	NOUN
essd-1120	3	73	of	of	ADP
essd-1120	3	74	sciences	science	NOUN
essd-1120	3	75	,	,	PUNCT
essd-1120	3	76	ibntofail	ibntofail	NOUN
essd-1120	3	77	university	university	PROPN
essd-1120	3	78	,	,	PUNCT
essd-1120	3	79	kenitra	kenitra	PROPN
essd-1120	3	80	,	,	PUNCT
essd-1120	3	81	morocco	morocco	PROPN
essd-1120	3	82	5professor	5professor	NUM
essd-1120	3	83	in	in	ADP
essd-1120	3	84	laboratory	laboratory	NOUN
essd-1120	3	85	of	of	ADP
essd-1120	3	86	geosciences	geoscience	NOUN
essd-1120	3	87	,	,	PUNCT
essd-1120	3	88	department	department	NOUN
essd-1120	3	89	of	of	ADP
essd-1120	3	90	geology	geology	NOUN
essd-1120	3	91	,	,	PUNCT
essd-1120	3	92	faculty	faculty	NOUN
essd-1120	3	93	of	of	ADP
essd-1120	3	94	sciences	science	NOUN
essd-1120	3	95	,	,	PUNCT
essd-1120	3	96	ibntofail	ibntofail	NOUN
essd-1120	3	97	university	university	PROPN
essd-1120	3	98	,	,	PUNCT
essd-1120	3	99	kenitra	kenitra	PROPN
essd-1120	3	100	,	,	PUNCT
essd-1120	3	101	morocco	morocco	PROPN
essd-1120	3	102	6phd	6phd	PROPN
essd-1120	3	103	student	student	NOUN
essd-1120	3	104	in	in	ADP
essd-1120	3	105	laboratory	laboratory	NOUN
essd-1120	3	106	of	of	ADP
essd-1120	3	107	geosciences	geoscience	NOUN
essd-1120	3	108	,	,	PUNCT
essd-1120	3	109	department	department	NOUN
essd-1120	3	110	of	of	ADP
essd-1120	3	111	geology	geology	NOUN
essd-1120	3	112	,	,	PUNCT
essd-1120	3	113	faculty	faculty	NOUN
essd-1120	3	114	of	of	ADP
essd-1120	3	115	sciences	science	NOUN
essd-1120	3	116	,	,	PUNCT
essd-1120	3	117	ibntofail	ibntofail	NOUN
essd-1120	3	118	university	university	PROPN
essd-1120	3	119	,	,	PUNCT
essd-1120	3	120	kenitra	kenitra	PROPN
essd-1120	3	121	,	,	PUNCT
essd-1120	3	122	morocco	morocco	PROPN
essd-1120	3	123	,	,	PUNCT
essd-1120	3	124	in	in	ADP
essd-1120	3	125	the	the	DET
essd-1120	3	126	international	international	ADJ
essd-1120	3	127	center	center	NOUN
essd-1120	3	128	for	for	ADP
essd-1120	3	129	agricultural	agricultural	ADJ
essd-1120	3	130	research	research	NOUN
essd-1120	3	131	in	in	ADP
essd-1120	3	132	the	the	DET
essd-1120	3	133	dry	dry	ADJ
essd-1120	3	134	areas	area	NOUN
essd-1120	3	135	(	(	PUNCT
essd-1120	3	136	icarda	icarda	NOUN
essd-1120	3	137	)	)	PUNCT
essd-1120	3	138	,	,	PUNCT
essd-1120	3	139	rabat	rabat	NOUN
essd-1120	3	140	,	,	PUNCT
essd-1120	3	141	morocco	morocco	PROPN
essd-1120	3	142	and	and	CCONJ
essd-1120	3	143	in	in	ADP
essd-1120	3	144	the	the	DET
essd-1120	3	145	research	research	NOUN
essd-1120	3	146	unit	unit	NOUN
essd-1120	3	147	on	on	ADP
essd-1120	3	148	environment	environment	NOUN
essd-1120	3	149	and	and	CCONJ
essd-1120	3	150	conservation	conservation	NOUN
essd-1120	3	151	of	of	ADP
essd-1120	3	152	natural	natural	ADJ
essd-1120	3	153	resources	resource	NOUN
essd-1120	3	154	,	,	PUNCT
essd-1120	3	155	regional	regional	ADJ
essd-1120	3	156	center	center	NOUN
essd-1120	3	157	of	of	ADP
essd-1120	3	158	rabat	rabat	NOUN
essd-1120	3	159	,	,	PUNCT
essd-1120	3	160	national	national	PROPN
essd-1120	3	161	institute	institute	PROPN
essd-1120	3	162	of	of	ADP
essd-1120	3	163	agricultural	agricultural	ADJ
essd-1120	3	164	research	research	NOUN
essd-1120	3	165	,	,	PUNCT
essd-1120	3	166	rabat	rabat	PROPN
essd-1120	3	167	p.o	p.o	PROPN
essd-1120	3	168	.	.	PROPN
essd-1120	3	169	box	box	PROPN
essd-1120	3	170	6356	6356	PROPN
essd-1120	3	171	,	,	PUNCT
essd-1120	3	172	morocco	morocco	PROPN
essd-1120	3	173	.	.	PUNCT
essd-1120	4	1	abstract	abstract	ADJ
essd-1120	4	2	climate	climate	NOUN
essd-1120	4	3	change	change	NOUN
essd-1120	4	4	is	be	AUX
essd-1120	4	5	escalating	escalate	VERB
essd-1120	4	6	,	,	PUNCT
essd-1120	4	7	posing	pose	VERB
essd-1120	4	8	challenges	challenge	NOUN
essd-1120	4	9	that	that	PRON
essd-1120	4	10	impact	impact	VERB
essd-1120	4	11	agricultural	agricultural	ADJ
essd-1120	4	12	regions	region	NOUN
essd-1120	4	13	,	,	PUNCT
essd-1120	4	14	including	include	VERB
essd-1120	4	15	the	the	DET
essd-1120	4	16	gharb	gharb	NOUN
essd-1120	4	17	irrigated	irrigate	VERB
essd-1120	4	18	area	area	NOUN
essd-1120	4	19	in	in	ADP
essd-1120	4	20	north	north	NOUN
essd-1120	4	21	-	-	PUNCT
essd-1120	4	22	western	western	ADJ
essd-1120	4	23	morocco	morocco	PROPN
essd-1120	4	24	.	.	PUNCT
essd-1120	5	1	this	this	DET
essd-1120	5	2	paper	paper	NOUN
essd-1120	5	3	explores	explore	VERB
essd-1120	5	4	the	the	DET
essd-1120	5	5	role	role	NOUN
essd-1120	5	6	of	of	ADP
essd-1120	5	7	remote	remote	ADJ
essd-1120	5	8	sensing	sensing	NOUN
essd-1120	5	9	as	as	ADP
essd-1120	5	10	a	a	DET
essd-1120	5	11	powerful	powerful	ADJ
essd-1120	5	12	geospatial	geospatial	ADJ
essd-1120	5	13	tool	tool	NOUN
essd-1120	5	14	for	for	ADP
essd-1120	5	15	identifying	identify	VERB
essd-1120	5	16	,	,	PUNCT
essd-1120	5	17	characterizing	characterizing	NOUN
essd-1120	5	18	,	,	PUNCT
essd-1120	5	19	and	and	CCONJ
essd-1120	5	20	landmarking	landmarke	VERB
essd-1120	5	21	resources	resource	NOUN
essd-1120	5	22	in	in	ADP
essd-1120	5	23	agriculture	agriculture	NOUN
essd-1120	5	24	over	over	ADP
essd-1120	5	25	a	a	DET
essd-1120	5	26	large	large	ADJ
essd-1120	5	27	surface	surface	NOUN
essd-1120	5	28	area	area	NOUN
essd-1120	5	29	.	.	PUNCT
essd-1120	6	1	it	it	PRON
essd-1120	6	2	proposes	propose	VERB
essd-1120	6	3	adaptive	adaptive	ADJ
essd-1120	6	4	strategies	strategy	NOUN
essd-1120	6	5	for	for	ADP
essd-1120	6	6	sustainable	sustainable	ADJ
essd-1120	6	7	agriculture	agriculture	NOUN
essd-1120	6	8	amid	amid	ADP
essd-1120	6	9	dynamic	dynamic	ADJ
essd-1120	6	10	climatic	climatic	ADJ
essd-1120	6	11	conditions	condition	NOUN
essd-1120	6	12	,	,	PUNCT
essd-1120	6	13	with	with	ADP
essd-1120	6	14	a	a	DET
essd-1120	6	15	particular	particular	ADJ
essd-1120	6	16	focus	focus	NOUN
essd-1120	6	17	on	on	ADP
essd-1120	6	18	addressing	address	VERB
essd-1120	6	19	water	water	NOUN
essd-1120	6	20	management	management	NOUN
essd-1120	6	21	challenges	challenge	NOUN
essd-1120	6	22	.	.	PUNCT
essd-1120	7	1	this	this	DET
essd-1120	7	2	research	research	NOUN
essd-1120	7	3	estimates	estimate	VERB
essd-1120	7	4	the	the	DET
essd-1120	7	5	water	water	NOUN
essd-1120	7	6	requirements	requirement	NOUN
essd-1120	7	7	of	of	ADP
essd-1120	7	8	different	different	ADJ
essd-1120	7	9	crop	crop	NOUN
essd-1120	7	10	types	type	NOUN
essd-1120	7	11	in	in	ADP
essd-1120	7	12	the	the	DET
essd-1120	7	13	gharb	gharb	NOUN
essd-1120	7	14	plain	plain	ADJ
essd-1120	7	15	irrigated	irrigate	VERB
essd-1120	7	16	area	area	NOUN
essd-1120	7	17	by	by	ADP
essd-1120	7	18	combining	combine	VERB
essd-1120	7	19	geospatial	geospatial	ADJ
essd-1120	7	20	technological	technological	ADJ
essd-1120	7	21	development	development	NOUN
essd-1120	7	22	,	,	PUNCT
essd-1120	7	23	crop	crop	NOUN
essd-1120	7	24	modeling	modeling	NOUN
essd-1120	7	25	,	,	PUNCT
essd-1120	7	26	and	and	CCONJ
essd-1120	7	27	multi	multi	ADJ
essd-1120	7	28	-	-	ADJ
essd-1120	7	29	date	date	ADJ
essd-1120	7	30	data	datum	NOUN
essd-1120	7	31	.	.	PUNCT
essd-1120	8	1	throughout	throughout	ADP
essd-1120	8	2	the	the	DET
essd-1120	8	3	study	study	NOUN
essd-1120	8	4	,	,	PUNCT
essd-1120	8	5	we	we	PRON
essd-1120	8	6	address	address	VERB
essd-1120	8	7	key	key	ADJ
essd-1120	8	8	challenges	challenge	NOUN
essd-1120	8	9	such	such	ADJ
essd-1120	8	10	as	as	ADP
essd-1120	8	11	crop	crop	NOUN
essd-1120	8	12	dynamics	dynamic	NOUN
essd-1120	8	13	,	,	PUNCT
essd-1120	8	14	data	datum	NOUN
essd-1120	8	15	accuracy	accuracy	NOUN
essd-1120	8	16	,	,	PUNCT
essd-1120	8	17	and	and	CCONJ
essd-1120	8	18	policy	policy	NOUN
essd-1120	8	19	integration	integration	NOUN
essd-1120	8	20	.	.	PUNCT
essd-1120	9	1	the	the	DET
essd-1120	9	2	findings	finding	NOUN
essd-1120	9	3	show	show	VERB
essd-1120	9	4	that	that	SCONJ
essd-1120	9	5	remote	remote	ADJ
essd-1120	9	6	sensing	sensing	NOUN
essd-1120	9	7	plays	play	VERB
essd-1120	9	8	a	a	DET
essd-1120	9	9	significant	significant	ADJ
essd-1120	9	10	role	role	NOUN
essd-1120	9	11	in	in	ADP
essd-1120	9	12	crop	crop	NOUN
essd-1120	9	13	water	water	NOUN
essd-1120	9	14	management	management	NOUN
essd-1120	9	15	,	,	PUNCT
essd-1120	9	16	promoting	promote	VERB
essd-1120	9	17	sustainability	sustainability	NOUN
essd-1120	9	18	,	,	PUNCT
essd-1120	9	19	and	and	CCONJ
essd-1120	9	20	precision	precision	NOUN
essd-1120	9	21	agriculture	agriculture	NOUN
essd-1120	9	22	despite	despite	SCONJ
essd-1120	9	23	the	the	DET
essd-1120	9	24	challenges	challenge	NOUN
essd-1120	9	25	posed	pose	VERB
essd-1120	9	26	by	by	ADP
essd-1120	9	27	climate	climate	NOUN
essd-1120	9	28	change	change	NOUN
essd-1120	9	29	.	.	PUNCT
essd-1120	10	1	furthermore	furthermore	ADV
essd-1120	10	2	,	,	PUNCT
essd-1120	10	3	the	the	DET
essd-1120	10	4	study	study	NOUN
essd-1120	10	5	emphasizes	emphasize	VERB
essd-1120	10	6	the	the	DET
essd-1120	10	7	necessity	necessity	NOUN
essd-1120	10	8	of	of	ADP
essd-1120	10	9	continued	continue	VERB
essd-1120	10	10	research	research	NOUN
essd-1120	10	11	,	,	PUNCT
essd-1120	10	12	technological	technological	ADJ
essd-1120	10	13	advancement	advancement	NOUN
essd-1120	10	14	,	,	PUNCT
essd-1120	10	15	and	and	CCONJ
essd-1120	10	16	policy	policy	NOUN
essd-1120	10	17	implementation	implementation	NOUN
essd-1120	10	18	to	to	PART
essd-1120	10	19	fully	fully	ADV
essd-1120	10	20	realize	realize	VERB
essd-1120	10	21	the	the	DET
essd-1120	10	22	potential	potential	NOUN
essd-1120	10	23	of	of	ADP
essd-1120	10	24	remote	remote	ADJ
essd-1120	10	25	sensing	sensing	NOUN
essd-1120	10	26	in	in	ADP
essd-1120	10	27	guiding	guide	VERB
essd-1120	10	28	agriculture	agriculture	NOUN
essd-1120	10	29	toward	toward	ADP
essd-1120	10	30	a	a	DET
essd-1120	10	31	resilient	resilient	ADJ
essd-1120	10	32	and	and	CCONJ
essd-1120	10	33	sustainable	sustainable	ADJ
essd-1120	10	34	future	future	NOUN
essd-1120	10	35	.	.	PUNCT
essd-1120	11	1	©	©	ADP
essd-1120	11	2	2024	2024	NUM
essd-1120	11	3	the	the	DET
essd-1120	11	4	authors	author	NOUN
essd-1120	11	5	.	.	PUNCT
essd-1120	12	1	published	publish	VERB
essd-1120	12	2	by	by	ADP
essd-1120	12	3	ierek	ierek	PROPN
essd-1120	12	4	press	press	NOUN
essd-1120	12	5	.	.	PUNCT
essd-1120	13	1	this	this	PRON
essd-1120	13	2	is	be	AUX
essd-1120	13	3	an	an	DET
essd-1120	13	4	open	open	ADJ
essd-1120	13	5	-	-	PUNCT
essd-1120	13	6	access	access	NOUN
essd-1120	13	7	article	article	NOUN
essd-1120	13	8	under	under	ADP
essd-1120	13	9	the	the	DET
essd-1120	13	10	cc	cc	NOUN
essd-1120	13	11	by	by	ADP
essd-1120	13	12	license	license	NOUN
essd-1120	13	13	(	(	PUNCT
essd-1120	13	14	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
essd-1120	13	15	)	)	PUNCT
essd-1120	13	16	.	.	PUNCT
essd-1120	14	1	peer	peer	NOUN
essd-1120	14	2	review	review	NOUN
essd-1120	14	3	under	under	ADP
essd-1120	14	4	the	the	DET
essd-1120	14	5	responsibility	responsibility	NOUN
essd-1120	14	6	of	of	ADP
essd-1120	14	7	essd	essd	NOUN
essd-1120	14	8	’s	’s	PART
essd-1120	14	9	international	international	ADJ
essd-1120	14	10	scientific	scientific	ADJ
essd-1120	14	11	committee	committee	NOUN
essd-1120	14	12	of	of	ADP
essd-1120	14	13	reviewers	reviewer	NOUN
essd-1120	14	14	.	.	PUNCT
essd-1120	15	1	keywords	keyword	NOUN
essd-1120	15	2	:	:	PUNCT
essd-1120	15	3	remote	remote	ADJ
essd-1120	15	4	sensing	sensing	NOUN
essd-1120	15	5	;	;	PUNCT
essd-1120	15	6	climate	climate	NOUN
essd-1120	15	7	change	change	NOUN
essd-1120	15	8	;	;	PUNCT
essd-1120	15	9	water	water	NOUN
essd-1120	15	10	requirement	requirement	NOUN
essd-1120	15	11	;	;	PUNCT
essd-1120	15	12	gharb	gharb	NOUN
essd-1120	15	13	plain	plain	PROPN
essd-1120	15	14	http://www.press.ierek.com/	http://www.press.ierek.com/	PROPN
essd-1120	15	15	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
essd-1120	15	16	https://crossmark.crossref.org/dialog/?doi=10.21625/essd.v9i4.1120&domain=press.ierek.com	https://crossmark.crossref.org/dialog/?doi=10.21625/essd.v9i4.1120&domain=press.ierek.com	X
essd-1120	15	17	cheikhaoui/	cheikhaoui/	NUM
essd-1120	15	18	environmental	environmental	ADJ
essd-1120	15	19	science	science	NOUN
essd-1120	15	20	and	and	CCONJ
essd-1120	15	21	sustainable	sustainable	ADJ
essd-1120	15	22	development	development	NOUN
essd-1120	15	23	pg	pg	NOUN
essd-1120	15	24	.	.	PROPN
essd-1120	15	25	2	2	NUM
essd-1120	15	26	1	1	NUM
essd-1120	15	27	.	.	PUNCT
essd-1120	16	1	introduction	introduction	NOUN
essd-1120	16	2	in	in	ADP
essd-1120	16	3	recent	recent	ADJ
essd-1120	16	4	years	year	NOUN
essd-1120	16	5	,	,	PUNCT
essd-1120	16	6	remote	remote	ADJ
essd-1120	16	7	sensing	sense	VERB
essd-1120	16	8	data	datum	NOUN
essd-1120	16	9	has	have	AUX
essd-1120	16	10	increasingly	increasingly	ADV
essd-1120	16	11	become	become	VERB
essd-1120	16	12	valuable	valuable	ADJ
essd-1120	16	13	for	for	ADP
essd-1120	16	14	various	various	ADJ
essd-1120	16	15	applications	application	NOUN
essd-1120	16	16	,	,	PUNCT
essd-1120	16	17	serving	serve	VERB
essd-1120	16	18	as	as	ADP
essd-1120	16	19	an	an	DET
essd-1120	16	20	essential	essential	ADJ
essd-1120	16	21	analytical	analytical	ADJ
essd-1120	16	22	resource	resource	NOUN
essd-1120	16	23	for	for	ADP
essd-1120	16	24	monitoring	monitor	VERB
essd-1120	16	25	crucial	crucial	ADJ
essd-1120	16	26	land	land	NOUN
essd-1120	16	27	cover	cover	NOUN
essd-1120	16	28	changes	change	NOUN
essd-1120	16	29	in	in	ADP
essd-1120	16	30	sustainable	sustainable	ADJ
essd-1120	16	31	crop	crop	NOUN
essd-1120	16	32	water	water	NOUN
essd-1120	16	33	management	management	NOUN
essd-1120	16	34	.	.	PUNCT
essd-1120	17	1	amidst	amidst	ADP
essd-1120	17	2	climate	climate	NOUN
essd-1120	17	3	change	change	NOUN
essd-1120	17	4	challenges	challenge	NOUN
essd-1120	17	5	,	,	PUNCT
essd-1120	17	6	sustainable	sustainable	ADJ
essd-1120	17	7	crop	crop	NOUN
essd-1120	17	8	water	water	NOUN
essd-1120	17	9	management	management	NOUN
essd-1120	17	10	has	have	AUX
essd-1120	17	11	emerged	emerge	VERB
essd-1120	17	12	as	as	ADP
essd-1120	17	13	a	a	DET
essd-1120	17	14	vital	vital	ADJ
essd-1120	17	15	solution	solution	NOUN
essd-1120	17	16	.	.	PUNCT
essd-1120	18	1	by	by	ADP
essd-1120	18	2	optimizing	optimize	VERB
essd-1120	18	3	water	water	NOUN
essd-1120	18	4	use	use	NOUN
essd-1120	18	5	efficiency	efficiency	NOUN
essd-1120	18	6	and	and	CCONJ
essd-1120	18	7	enhancing	enhance	VERB
essd-1120	18	8	resilience	resilience	NOUN
essd-1120	18	9	,	,	PUNCT
essd-1120	18	10	it	it	PRON
essd-1120	18	11	ensures	ensure	VERB
essd-1120	18	12	the	the	DET
essd-1120	18	13	sustainability	sustainability	NOUN
essd-1120	18	14	of	of	ADP
essd-1120	18	15	agricultural	agricultural	ADJ
essd-1120	18	16	practices	practice	NOUN
essd-1120	18	17	,	,	PUNCT
essd-1120	18	18	conserves	conserve	VERB
essd-1120	18	19	resources	resource	NOUN
essd-1120	18	20	and	and	CCONJ
essd-1120	18	21	promotes	promote	VERB
essd-1120	18	22	economic	economic	ADJ
essd-1120	18	23	viability	viability	NOUN
essd-1120	18	24	for	for	ADP
essd-1120	18	25	farmers	farmer	NOUN
essd-1120	18	26	worldwide	worldwide	ADV
essd-1120	18	27	.	.	PUNCT
essd-1120	19	1	projections	projection	NOUN
essd-1120	19	2	indicate	indicate	VERB
essd-1120	19	3	a	a	DET
essd-1120	19	4	70	70	NUM
essd-1120	19	5	%	%	NOUN
essd-1120	19	6	increase	increase	NOUN
essd-1120	19	7	in	in	ADP
essd-1120	19	8	global	global	ADJ
essd-1120	19	9	agricultural	agricultural	ADJ
essd-1120	19	10	production	production	NOUN
essd-1120	19	11	required	require	VERB
essd-1120	19	12	to	to	PART
essd-1120	19	13	meet	meet	VERB
essd-1120	19	14	the	the	DET
essd-1120	19	15	needs	need	NOUN
essd-1120	19	16	of	of	ADP
essd-1120	19	17	an	an	DET
essd-1120	19	18	anticipated	anticipate	VERB
essd-1120	19	19	population	population	NOUN
essd-1120	19	20	of	of	ADP
essd-1120	19	21	9.8	9.8	NUM
essd-1120	19	22	billion	billion	NUM
essd-1120	19	23	by	by	ADP
essd-1120	19	24	2050	2050	NUM
essd-1120	19	25	.	.	PUNCT
essd-1120	20	1	according	accord	VERB
essd-1120	20	2	to	to	ADP
essd-1120	20	3	the	the	DET
essd-1120	20	4	united	united	PROPN
essd-1120	20	5	nations	nations	PROPN
essd-1120	20	6	department	department	PROPN
essd-1120	20	7	of	of	ADP
essd-1120	20	8	economic	economic	ADJ
essd-1120	20	9	and	and	CCONJ
essd-1120	20	10	social	social	ADJ
essd-1120	20	11	affairs	affair	NOUN
essd-1120	20	12	(	(	PUNCT
essd-1120	20	13	2017	2017	NUM
essd-1120	20	14	)	)	PUNCT
essd-1120	20	15	,	,	PUNCT
essd-1120	20	16	the	the	DET
essd-1120	20	17	global	global	ADJ
essd-1120	20	18	population	population	NOUN
essd-1120	20	19	is	be	AUX
essd-1120	20	20	expected	expect	VERB
essd-1120	20	21	to	to	PART
essd-1120	20	22	grow	grow	VERB
essd-1120	20	23	from	from	ADP
essd-1120	20	24	7.6	7.6	NUM
essd-1120	20	25	billion	billion	NUM
essd-1120	20	26	currently	currently	ADV
essd-1120	20	27	to	to	ADP
essd-1120	20	28	8.6	8.6	NUM
essd-1120	20	29	billion	billion	NUM
essd-1120	20	30	by	by	ADP
essd-1120	20	31	2030	2030	NUM
essd-1120	20	32	,	,	PUNCT
essd-1120	20	33	9.8	9.8	NUM
essd-1120	20	34	billion	billion	NUM
essd-1120	20	35	by	by	ADP
essd-1120	20	36	2050	2050	NUM
essd-1120	20	37	,	,	PUNCT
essd-1120	20	38	and	and	CCONJ
essd-1120	20	39	11.2	11.2	NUM
essd-1120	20	40	billion	billion	NUM
essd-1120	20	41	by	by	ADP
essd-1120	20	42	2100	2100	NUM
essd-1120	20	43	.	.	PUNCT
essd-1120	21	1	these	these	DET
essd-1120	21	2	projections	projection	NOUN
essd-1120	21	3	highlight	highlight	VERB
essd-1120	21	4	the	the	DET
essd-1120	21	5	critical	critical	ADJ
essd-1120	21	6	importance	importance	NOUN
essd-1120	21	7	of	of	ADP
essd-1120	21	8	adopting	adopt	VERB
essd-1120	21	9	sustainable	sustainable	ADJ
essd-1120	21	10	farming	farming	NOUN
essd-1120	21	11	practices	practice	NOUN
essd-1120	21	12	to	to	PART
essd-1120	21	13	meet	meet	VERB
essd-1120	21	14	the	the	DET
essd-1120	21	15	growing	grow	VERB
essd-1120	21	16	demand	demand	NOUN
essd-1120	21	17	for	for	ADP
essd-1120	21	18	food	food	NOUN
essd-1120	21	19	while	while	SCONJ
essd-1120	21	20	safeguarding	safeguard	VERB
essd-1120	21	21	the	the	DET
essd-1120	21	22	environment	environment	NOUN
essd-1120	21	23	.	.	PUNCT
essd-1120	22	1	the	the	DET
essd-1120	22	2	agricultural	agricultural	ADJ
essd-1120	22	3	sector	sector	NOUN
essd-1120	22	4	faces	face	VERB
essd-1120	22	5	increasing	increase	VERB
essd-1120	22	6	challenges	challenge	NOUN
essd-1120	22	7	due	due	ADJ
essd-1120	22	8	to	to	ADP
essd-1120	22	9	climate	climate	NOUN
essd-1120	22	10	change	change	NOUN
essd-1120	22	11	's	's	PART
essd-1120	22	12	impact	impact	NOUN
essd-1120	22	13	on	on	ADP
essd-1120	22	14	crop	crop	NOUN
essd-1120	22	15	productivity	productivity	NOUN
essd-1120	22	16	and	and	CCONJ
essd-1120	22	17	essential	essential	ADJ
essd-1120	22	18	production	production	NOUN
essd-1120	22	19	inputs	input	NOUN
essd-1120	22	20	(	(	PUNCT
essd-1120	22	21	ortiz	ortiz	NOUN
essd-1120	22	22	-	-	PUNCT
essd-1120	22	23	bobea	bobea	NOUN
essd-1120	22	24	,	,	PUNCT
essd-1120	22	25	2021	2021	NUM
essd-1120	22	26	)	)	PUNCT
essd-1120	22	27	.	.	PUNCT
essd-1120	23	1	studies	study	NOUN
essd-1120	23	2	,	,	PUNCT
essd-1120	23	3	such	such	ADJ
essd-1120	23	4	as	as	ADP
essd-1120	23	5	those	those	PRON
essd-1120	23	6	conducted	conduct	VERB
essd-1120	23	7	by	by	ADP
essd-1120	23	8	porter	porter	PROPN
essd-1120	23	9	et	et	PROPN
essd-1120	23	10	al	al	PROPN
essd-1120	23	11	.	.	PROPN
essd-1120	23	12	(	(	PUNCT
essd-1120	23	13	2014	2014	NUM
essd-1120	23	14	)	)	PUNCT
essd-1120	23	15	,	,	PUNCT
essd-1120	23	16	have	have	AUX
essd-1120	23	17	extensively	extensively	ADV
essd-1120	23	18	analyzed	analyze	VERB
essd-1120	23	19	the	the	DET
essd-1120	23	20	effects	effect	NOUN
essd-1120	23	21	of	of	ADP
essd-1120	23	22	observed	observed	ADJ
essd-1120	23	23	climate	climate	NOUN
essd-1120	23	24	changes	change	NOUN
essd-1120	23	25	on	on	ADP
essd-1120	23	26	crop	crop	NOUN
essd-1120	23	27	yields	yield	NOUN
essd-1120	23	28	over	over	ADP
essd-1120	23	29	the	the	DET
essd-1120	23	30	past	past	ADJ
essd-1120	23	31	half	half	ADJ
essd-1120	23	32	-	-	PUNCT
essd-1120	23	33	century	century	NOUN
essd-1120	23	34	.	.	PUNCT
essd-1120	24	1	amidst	amidst	ADP
essd-1120	24	2	these	these	DET
essd-1120	24	3	challenges	challenge	NOUN
essd-1120	24	4	,	,	PUNCT
essd-1120	24	5	satellite	satellite	NOUN
essd-1120	24	6	remote	remote	ADJ
essd-1120	24	7	sensing	sensing	NOUN
essd-1120	24	8	has	have	AUX
essd-1120	24	9	emerged	emerge	VERB
essd-1120	24	10	as	as	ADP
essd-1120	24	11	a	a	DET
essd-1120	24	12	critical	critical	ADJ
essd-1120	24	13	tool	tool	NOUN
essd-1120	24	14	for	for	ADP
essd-1120	24	15	identifying	identify	VERB
essd-1120	24	16	crops	crop	NOUN
essd-1120	24	17	and	and	CCONJ
essd-1120	24	18	monitoring	monitor	VERB
essd-1120	24	19	their	their	PRON
essd-1120	24	20	conditions	condition	NOUN
essd-1120	24	21	(	(	PUNCT
essd-1120	24	22	potgieter	potgieter	VERB
essd-1120	24	23	et	et	PROPN
essd-1120	24	24	al	al	PROPN
essd-1120	24	25	.	.	PROPN
essd-1120	24	26	,	,	PUNCT
essd-1120	24	27	2021	2021	NUM
essd-1120	24	28	;	;	PUNCT
essd-1120	24	29	weiss	weiss	PROPN
essd-1120	24	30	et	et	PROPN
essd-1120	24	31	al	al	PROPN
essd-1120	24	32	.	.	PROPN
essd-1120	24	33	,	,	PUNCT
essd-1120	24	34	2020	2020	NUM
essd-1120	24	35	)	)	PUNCT
essd-1120	24	36	.	.	PUNCT
essd-1120	25	1	this	this	DET
essd-1120	25	2	technology	technology	NOUN
essd-1120	25	3	allows	allow	VERB
essd-1120	25	4	the	the	DET
essd-1120	25	5	assessment	assessment	NOUN
essd-1120	25	6	of	of	ADP
essd-1120	25	7	crop	crop	NOUN
essd-1120	25	8	growth	growth	NOUN
essd-1120	25	9	status	status	NOUN
essd-1120	25	10	and	and	CCONJ
essd-1120	25	11	eventual	eventual	ADJ
essd-1120	25	12	production	production	NOUN
essd-1120	25	13	,	,	PUNCT
essd-1120	25	14	providing	provide	VERB
essd-1120	25	15	valuable	valuable	ADJ
essd-1120	25	16	insights	insight	NOUN
essd-1120	25	17	into	into	ADP
essd-1120	25	18	agricultural	agricultural	ADJ
essd-1120	25	19	sustainability	sustainability	NOUN
essd-1120	25	20	and	and	CCONJ
essd-1120	25	21	food	food	NOUN
essd-1120	25	22	security	security	NOUN
essd-1120	25	23	.	.	PUNCT
essd-1120	26	1	recent	recent	ADJ
essd-1120	26	2	advancements	advancement	NOUN
essd-1120	26	3	in	in	ADP
essd-1120	26	4	satellite	satellite	NOUN
essd-1120	26	5	technology	technology	NOUN
essd-1120	26	6	,	,	PUNCT
essd-1120	26	7	combined	combine	VERB
essd-1120	26	8	with	with	ADP
essd-1120	26	9	cloud	cloud	NOUN
essd-1120	26	10	-	-	PUNCT
essd-1120	26	11	computing	compute	VERB
essd-1120	26	12	platforms	platform	NOUN
essd-1120	26	13	like	like	ADP
essd-1120	26	14	google	google	PROPN
essd-1120	26	15	earth	earth	NOUN
essd-1120	26	16	engine	engine	NOUN
essd-1120	26	17	(	(	PUNCT
essd-1120	26	18	gee	gee	NOUN
essd-1120	26	19	)	)	PUNCT
essd-1120	26	20	(	(	PUNCT
essd-1120	26	21	gorelick	gorelick	NOUN
essd-1120	26	22	et	et	PROPN
essd-1120	26	23	al	al	PROPN
essd-1120	26	24	.	.	PROPN
essd-1120	26	25	,	,	PUNCT
essd-1120	26	26	2017	2017	NUM
essd-1120	26	27	)	)	PUNCT
essd-1120	26	28	,	,	PUNCT
essd-1120	26	29	have	have	AUX
essd-1120	26	30	significantly	significantly	ADV
essd-1120	26	31	enhanced	enhance	VERB
essd-1120	26	32	our	our	PRON
essd-1120	26	33	capacity	capacity	NOUN
essd-1120	26	34	to	to	PART
essd-1120	26	35	identify	identify	VERB
essd-1120	26	36	and	and	CCONJ
essd-1120	26	37	monitor	monitor	VERB
essd-1120	26	38	crops	crop	NOUN
essd-1120	26	39	at	at	ADP
essd-1120	26	40	high	high	ADJ
essd-1120	26	41	spatial	spatial	ADJ
essd-1120	26	42	and	and	CCONJ
essd-1120	26	43	temporal	temporal	ADJ
essd-1120	26	44	resolutions	resolution	NOUN
essd-1120	26	45	,	,	PUNCT
essd-1120	26	46	overcoming	overcome	VERB
essd-1120	26	47	previous	previous	ADJ
essd-1120	26	48	constraints	constraint	NOUN
essd-1120	26	49	in	in	ADP
essd-1120	26	50	satellite	satellite	NOUN
essd-1120	26	51	data	datum	NOUN
essd-1120	26	52	processing	processing	NOUN
essd-1120	26	53	and	and	CCONJ
essd-1120	26	54	information	information	NOUN
essd-1120	26	55	extraction	extraction	NOUN
essd-1120	26	56	.	.	PUNCT
essd-1120	27	1	the	the	DET
essd-1120	27	2	agriculture	agriculture	NOUN
essd-1120	27	3	in	in	ADP
essd-1120	27	4	the	the	DET
essd-1120	27	5	gharb	gharb	NOUN
essd-1120	27	6	plain	plain	ADJ
essd-1120	27	7	faces	face	VERB
essd-1120	27	8	significant	significant	ADJ
essd-1120	27	9	challenges	challenge	NOUN
essd-1120	27	10	due	due	ADP
essd-1120	27	11	to	to	ADP
essd-1120	27	12	climate	climate	NOUN
essd-1120	27	13	variability	variability	NOUN
essd-1120	27	14	,	,	PUNCT
essd-1120	27	15	characterized	characterize	VERB
essd-1120	27	16	by	by	ADP
essd-1120	27	17	unpredictable	unpredictable	ADJ
essd-1120	27	18	weather	weather	NOUN
essd-1120	27	19	patterns	pattern	NOUN
essd-1120	27	20	,	,	PUNCT
essd-1120	27	21	changing	change	VERB
essd-1120	27	22	precipitation	precipitation	NOUN
essd-1120	27	23	,	,	PUNCT
essd-1120	27	24	and	and	CCONJ
essd-1120	27	25	an	an	DET
essd-1120	27	26	increased	increase	VERB
essd-1120	27	27	frequency	frequency	NOUN
essd-1120	27	28	of	of	ADP
essd-1120	27	29	extreme	extreme	ADJ
essd-1120	27	30	events	event	NOUN
essd-1120	27	31	.	.	PUNCT
essd-1120	28	1	these	these	DET
essd-1120	28	2	variations	variation	NOUN
essd-1120	28	3	disrupt	disrupt	VERB
essd-1120	28	4	traditional	traditional	ADJ
essd-1120	28	5	farming	farming	NOUN
essd-1120	28	6	practices	practice	NOUN
essd-1120	28	7	,	,	PUNCT
essd-1120	28	8	affecting	affect	VERB
essd-1120	28	9	crop	crop	NOUN
essd-1120	28	10	yields	yield	NOUN
essd-1120	28	11	and	and	CCONJ
essd-1120	28	12	water	water	NOUN
essd-1120	28	13	availability	availability	NOUN
essd-1120	28	14	.	.	PUNCT
essd-1120	29	1	to	to	PART
essd-1120	29	2	effectively	effectively	ADV
essd-1120	29	3	address	address	VERB
essd-1120	29	4	these	these	DET
essd-1120	29	5	challenges	challenge	NOUN
essd-1120	29	6	,	,	PUNCT
essd-1120	29	7	advanced	advanced	ADJ
essd-1120	29	8	tools	tool	NOUN
essd-1120	29	9	like	like	ADP
essd-1120	29	10	remote	remote	ADJ
essd-1120	29	11	sensing	sensing	NOUN
essd-1120	29	12	become	become	VERB
essd-1120	29	13	imperative	imperative	ADJ
essd-1120	29	14	.	.	PUNCT
essd-1120	30	1	remote	remote	ADJ
essd-1120	30	2	sensing	sensing	NOUN
essd-1120	30	3	offers	offer	VERB
essd-1120	30	4	a	a	DET
essd-1120	30	5	comprehensive	comprehensive	ADJ
essd-1120	30	6	and	and	CCONJ
essd-1120	30	7	real	real	ADJ
essd-1120	30	8	-	-	PUNCT
essd-1120	30	9	time	time	NOUN
essd-1120	30	10	assessment	assessment	NOUN
essd-1120	30	11	of	of	ADP
essd-1120	30	12	the	the	DET
essd-1120	30	13	region	region	NOUN
essd-1120	30	14	's	's	PART
essd-1120	30	15	climatic	climatic	ADJ
essd-1120	30	16	conditions	condition	NOUN
essd-1120	30	17	,	,	PUNCT
essd-1120	30	18	enabling	enable	VERB
essd-1120	30	19	farmers	farmer	NOUN
essd-1120	30	20	to	to	PART
essd-1120	30	21	make	make	VERB
essd-1120	30	22	informed	informed	ADJ
essd-1120	30	23	decisions	decision	NOUN
essd-1120	30	24	about	about	ADP
essd-1120	30	25	water	water	NOUN
essd-1120	30	26	management	management	NOUN
essd-1120	30	27	,	,	PUNCT
essd-1120	30	28	crop	crop	NOUN
essd-1120	30	29	planning	planning	NOUN
essd-1120	30	30	,	,	PUNCT
essd-1120	30	31	and	and	CCONJ
essd-1120	30	32	resource	resource	NOUN
essd-1120	30	33	allocation	allocation	NOUN
essd-1120	30	34	in	in	ADP
essd-1120	30	35	response	response	NOUN
essd-1120	30	36	to	to	ADP
essd-1120	30	37	the	the	DET
essd-1120	30	38	dynamic	dynamic	ADJ
essd-1120	30	39	climate	climate	NOUN
essd-1120	30	40	of	of	ADP
essd-1120	30	41	the	the	DET
essd-1120	30	42	gharb	gharb	NOUN
essd-1120	30	43	plain	plain	ADJ
essd-1120	30	44	.	.	PUNCT
essd-1120	31	1	previous	previous	ADJ
essd-1120	31	2	studies	study	NOUN
essd-1120	31	3	have	have	AUX
essd-1120	31	4	provided	provide	VERB
essd-1120	31	5	fundamental	fundamental	ADJ
essd-1120	31	6	insights	insight	NOUN
essd-1120	31	7	into	into	ADP
essd-1120	31	8	the	the	DET
essd-1120	31	9	interplay	interplay	NOUN
essd-1120	31	10	between	between	ADP
essd-1120	31	11	climate	climate	NOUN
essd-1120	31	12	change	change	NOUN
essd-1120	31	13	,	,	PUNCT
essd-1120	31	14	agricultural	agricultural	ADJ
essd-1120	31	15	productivity	productivity	NOUN
essd-1120	31	16	,	,	PUNCT
essd-1120	31	17	and	and	CCONJ
essd-1120	31	18	the	the	DET
essd-1120	31	19	role	role	NOUN
essd-1120	31	20	of	of	ADP
essd-1120	31	21	remote	remote	ADJ
essd-1120	31	22	sensing	sensing	NOUN
essd-1120	31	23	in	in	ADP
essd-1120	31	24	mitigating	mitigate	VERB
essd-1120	31	25	these	these	DET
essd-1120	31	26	challenges	challenge	NOUN
essd-1120	31	27	.	.	PUNCT
essd-1120	32	1	for	for	ADP
essd-1120	32	2	example	example	NOUN
essd-1120	32	3	,	,	PUNCT
essd-1120	32	4	research	research	NOUN
essd-1120	32	5	by	by	ADP
essd-1120	32	6	parmar	parmar	PROPN
essd-1120	32	7	et	et	PROPN
essd-1120	32	8	al	al	PROPN
essd-1120	32	9	.	.	PROPN
essd-1120	33	1	(	(	PUNCT
essd-1120	33	2	2023	2023	NUM
essd-1120	33	3	)	)	PUNCT
essd-1120	33	4	highlighted	highlight	VERB
essd-1120	33	5	the	the	DET
essd-1120	33	6	high	high	ADJ
essd-1120	33	7	correlation	correlation	NOUN
essd-1120	33	8	between	between	ADP
essd-1120	33	9	ndvi	ndvi	NOUN
essd-1120	33	10	and	and	CCONJ
essd-1120	33	11	crop	crop	NOUN
essd-1120	33	12	coefficient	coefficient	NOUN
essd-1120	33	13	,	,	PUNCT
essd-1120	33	14	while	while	SCONJ
essd-1120	33	15	studies	study	NOUN
essd-1120	33	16	by	by	ADP
essd-1120	33	17	potgieter	potgieter	NOUN
essd-1120	33	18	et	et	PROPN
essd-1120	33	19	al	al	PROPN
essd-1120	33	20	.	.	PROPN
essd-1120	33	21	(	(	PUNCT
essd-1120	33	22	2021	2021	NUM
essd-1120	33	23	)	)	PUNCT
essd-1120	33	24	and	and	CCONJ
essd-1120	33	25	weiss	weiss	X
essd-1120	33	26	et	et	PROPN
essd-1120	33	27	al	al	PROPN
essd-1120	33	28	.	.	PROPN
essd-1120	34	1	(	(	PUNCT
essd-1120	34	2	2020	2020	NUM
essd-1120	34	3	)	)	PUNCT
essd-1120	34	4	emphasized	emphasize	VERB
essd-1120	34	5	the	the	DET
essd-1120	34	6	critical	critical	ADJ
essd-1120	34	7	role	role	NOUN
essd-1120	34	8	of	of	ADP
essd-1120	34	9	remote	remote	ADJ
essd-1120	34	10	sensing	sensing	NOUN
essd-1120	34	11	in	in	ADP
essd-1120	34	12	monitoring	monitor	VERB
essd-1120	34	13	crop	crop	NOUN
essd-1120	34	14	conditions	condition	NOUN
essd-1120	34	15	.	.	PUNCT
essd-1120	35	1	additionally	additionally	ADV
essd-1120	35	2	,	,	PUNCT
essd-1120	35	3	a	a	DET
essd-1120	35	4	study	study	NOUN
essd-1120	35	5	conducted	conduct	VERB
essd-1120	35	6	by	by	ADP
essd-1120	35	7	smith	smith	PROPN
essd-1120	35	8	et	et	PROPN
essd-1120	35	9	al	al	PROPN
essd-1120	35	10	.	.	PROPN
essd-1120	36	1	(	(	PUNCT
essd-1120	36	2	2023	2023	NUM
essd-1120	36	3	)	)	PUNCT
essd-1120	36	4	investigated	investigate	VERB
essd-1120	36	5	the	the	DET
essd-1120	36	6	impact	impact	NOUN
essd-1120	36	7	of	of	ADP
essd-1120	36	8	climate	climate	NOUN
essd-1120	36	9	variability	variability	NOUN
essd-1120	36	10	on	on	ADP
essd-1120	36	11	agricultural	agricultural	ADJ
essd-1120	36	12	productivity	productivity	NOUN
essd-1120	36	13	and	and	CCONJ
essd-1120	36	14	highlighted	highlight	VERB
essd-1120	36	15	the	the	DET
essd-1120	36	16	effectiveness	effectiveness	NOUN
essd-1120	36	17	of	of	ADP
essd-1120	36	18	remote	remote	ADJ
essd-1120	36	19	sensing	sensing	NOUN
essd-1120	36	20	techniques	technique	NOUN
essd-1120	36	21	in	in	ADP
essd-1120	36	22	assessing	assess	VERB
essd-1120	36	23	crop	crop	NOUN
essd-1120	36	24	health	health	NOUN
essd-1120	36	25	and	and	CCONJ
essd-1120	36	26	yield	yield	NOUN
essd-1120	36	27	predictions	prediction	NOUN
essd-1120	36	28	.	.	PUNCT
essd-1120	37	1	furthermore	furthermore	ADV
essd-1120	37	2	,	,	PUNCT
essd-1120	37	3	recent	recent	ADJ
essd-1120	37	4	research	research	NOUN
essd-1120	37	5	by	by	ADP
essd-1120	37	6	cheikhaoui	cheikhaoui	NOUN
essd-1120	37	7	et	et	PROPN
essd-1120	37	8	al	al	PROPN
essd-1120	37	9	.	.	PROPN
essd-1120	38	1	(	(	PUNCT
essd-1120	38	2	2024	2024	NUM
essd-1120	38	3	)	)	PUNCT
essd-1120	38	4	provided	provide	VERB
essd-1120	38	5	insights	insight	NOUN
essd-1120	38	6	into	into	ADP
essd-1120	38	7	the	the	DET
essd-1120	38	8	estimation	estimation	NOUN
essd-1120	38	9	of	of	ADP
essd-1120	38	10	water	water	NOUN
essd-1120	38	11	requirements	requirement	NOUN
essd-1120	38	12	.	.	PUNCT
essd-1120	39	1	building	build	VERB
essd-1120	39	2	upon	upon	SCONJ
essd-1120	39	3	these	these	DET
essd-1120	39	4	findings	finding	NOUN
essd-1120	39	5	,	,	PUNCT
essd-1120	39	6	the	the	DET
essd-1120	39	7	present	present	ADJ
essd-1120	39	8	study	study	NOUN
essd-1120	39	9	aims	aim	VERB
essd-1120	39	10	to	to	PART
essd-1120	39	11	estimate	estimate	VERB
essd-1120	39	12	the	the	DET
essd-1120	39	13	annual	annual	ADJ
essd-1120	39	14	irrigation	irrigation	NOUN
essd-1120	39	15	water	water	NOUN
essd-1120	39	16	requirements	requirement	NOUN
essd-1120	39	17	for	for	ADP
essd-1120	39	18	different	different	ADJ
essd-1120	39	19	crops	crop	NOUN
essd-1120	39	20	(	(	PUNCT
essd-1120	39	21	rice	rice	NOUN
essd-1120	39	22	,	,	PUNCT
essd-1120	39	23	cereals	cereal	NOUN
essd-1120	39	24	,	,	PUNCT
essd-1120	39	25	sunflower	sunflower	NOUN
essd-1120	39	26	,	,	PUNCT
essd-1120	39	27	sugarcane	sugarcane	NOUN
essd-1120	39	28	,	,	PUNCT
essd-1120	39	29	and	and	CCONJ
essd-1120	39	30	citrus	citrus	NOUN
essd-1120	39	31	)	)	PUNCT
essd-1120	39	32	during	during	ADP
essd-1120	39	33	their	their	PRON
essd-1120	39	34	development	development	NOUN
essd-1120	39	35	stages	stage	NOUN
essd-1120	39	36	between	between	ADP
essd-1120	39	37	2019	2019	NUM
essd-1120	39	38	and	and	CCONJ
essd-1120	39	39	2022	2022	NUM
essd-1120	39	40	.	.	PUNCT
essd-1120	40	1	based	base	VERB
essd-1120	40	2	on	on	ADP
essd-1120	40	3	prior	prior	ADJ
essd-1120	40	4	research	research	NOUN
essd-1120	40	5	and	and	CCONJ
essd-1120	40	6	through	through	ADP
essd-1120	40	7	the	the	DET
essd-1120	40	8	employment	employment	NOUN
essd-1120	40	9	of	of	ADP
essd-1120	40	10	advanced	advanced	ADJ
essd-1120	40	11	remote	remote	ADJ
essd-1120	40	12	sensing	sense	VERB
essd-1120	40	13	techniques	technique	NOUN
essd-1120	40	14	,	,	PUNCT
essd-1120	40	15	this	this	DET
essd-1120	40	16	research	research	NOUN
essd-1120	40	17	contributes	contribute	VERB
essd-1120	40	18	to	to	ADP
essd-1120	40	19	the	the	DET
essd-1120	40	20	advancement	advancement	NOUN
essd-1120	40	21	of	of	ADP
essd-1120	40	22	sustainable	sustainable	ADJ
essd-1120	40	23	agricultural	agricultural	ADJ
essd-1120	40	24	practices	practice	NOUN
essd-1120	40	25	in	in	ADP
essd-1120	40	26	the	the	DET
essd-1120	40	27	face	face	NOUN
essd-1120	40	28	of	of	ADP
essd-1120	40	29	climate	climate	NOUN
essd-1120	40	30	change	change	NOUN
essd-1120	40	31	challenges	challenge	NOUN
essd-1120	40	32	,	,	PUNCT
essd-1120	40	33	providing	provide	VERB
essd-1120	40	34	valuable	valuable	ADJ
essd-1120	40	35	insights	insight	NOUN
essd-1120	40	36	into	into	ADP
essd-1120	40	37	sustainable	sustainable	ADJ
essd-1120	40	38	water	water	NOUN
essd-1120	40	39	management	management	NOUN
essd-1120	40	40	amidst	amidst	ADP
essd-1120	40	41	changing	change	VERB
essd-1120	40	42	climatic	climatic	ADJ
essd-1120	40	43	conditions	condition	NOUN
essd-1120	40	44	.	.	PUNCT
essd-1120	41	1	addressing	address	VERB
essd-1120	41	2	the	the	DET
essd-1120	41	3	necessity	necessity	NOUN
essd-1120	41	4	of	of	ADP
essd-1120	41	5	sustainable	sustainable	ADJ
essd-1120	41	6	food	food	NOUN
essd-1120	41	7	production	production	NOUN
essd-1120	41	8	while	while	SCONJ
essd-1120	41	9	mitigating	mitigate	VERB
essd-1120	41	10	ecological	ecological	ADJ
essd-1120	41	11	disruption	disruption	NOUN
essd-1120	41	12	is	be	AUX
essd-1120	41	13	a	a	DET
essd-1120	41	14	pressing	press	VERB
essd-1120	41	15	concern	concern	NOUN
essd-1120	41	16	in	in	ADP
essd-1120	41	17	the	the	DET
essd-1120	41	18	irrigated	irrigated	ADJ
essd-1120	41	19	area	area	NOUN
essd-1120	41	20	of	of	ADP
essd-1120	41	21	the	the	DET
essd-1120	41	22	gharb	gharb	NOUN
essd-1120	41	23	plain	plain	PROPN
essd-1120	41	24	.	.	PUNCT
essd-1120	42	1	accurate	accurate	ADJ
essd-1120	42	2	estimation	estimation	NOUN
essd-1120	42	3	of	of	ADP
essd-1120	42	4	water	water	NOUN
essd-1120	42	5	requirements	requirement	NOUN
essd-1120	42	6	in	in	ADP
essd-1120	42	7	irrigated	irrigated	ADJ
essd-1120	42	8	areas	area	NOUN
essd-1120	42	9	is	be	AUX
essd-1120	42	10	crucial	crucial	ADJ
essd-1120	42	11	for	for	ADP
essd-1120	42	12	efficient	efficient	ADJ
essd-1120	42	13	water	water	NOUN
essd-1120	42	14	allocation	allocation	NOUN
essd-1120	42	15	and	and	CCONJ
essd-1120	42	16	reducing	reduce	VERB
essd-1120	42	17	ecological	ecological	ADJ
essd-1120	42	18	footprint	footprint	NOUN
essd-1120	42	19	.	.	PUNCT
essd-1120	43	1	2	2	X
essd-1120	43	2	.	.	X
essd-1120	43	3	materials	material	NOUN
essd-1120	43	4	and	and	CCONJ
essd-1120	43	5	methods	method	NOUN
essd-1120	43	6	2.1	2.1	NUM
essd-1120	43	7	.	.	PUNCT
essd-1120	44	1	study	study	NOUN
essd-1120	44	2	area	area	NOUN
essd-1120	44	3	the	the	DET
essd-1120	44	4	gharb	gharb	NOUN
essd-1120	44	5	plain	plain	ADJ
essd-1120	44	6	,	,	PUNCT
essd-1120	44	7	situated	situate	VERB
essd-1120	44	8	at	at	ADP
essd-1120	44	9	coordinates	coordinate	NOUN
essd-1120	44	10	34	34	NUM
essd-1120	44	11	°	°	NUM
essd-1120	44	12	15′n	15′n	NUM
essd-1120	44	13	6	6	NUM
essd-1120	44	14	°	°	NOUN
essd-1120	44	15	35′w	35′w	NUM
essd-1120	44	16	,	,	PUNCT
essd-1120	44	17	occupies	occupy	VERB
essd-1120	44	18	the	the	DET
essd-1120	44	19	northwestern	northwestern	ADJ
essd-1120	44	20	region	region	NOUN
essd-1120	44	21	of	of	ADP
essd-1120	44	22	morocco	morocco	PROPN
essd-1120	44	23	as	as	SCONJ
essd-1120	44	24	shown	show	VERB
essd-1120	44	25	in	in	ADP
essd-1120	44	26	figure	figure	NOUN
essd-1120	44	27	1	1	NUM
essd-1120	44	28	.	.	PUNCT
essd-1120	44	29	encompassing	encompass	VERB
essd-1120	44	30	approximately	approximately	ADV
essd-1120	44	31	6160	6160	NUM
essd-1120	44	32	square	square	ADJ
essd-1120	44	33	kilometers	kilometer	NOUN
essd-1120	44	34	,	,	PUNCT
essd-1120	44	35	it	it	PRON
essd-1120	44	36	stretches	stretch	VERB
essd-1120	44	37	approximately	approximately	ADV
essd-1120	44	38	80	80	NUM
essd-1120	44	39	kilometers	kilometer	NOUN
essd-1120	44	40	along	along	ADP
essd-1120	44	41	the	the	DET
essd-1120	44	42	cheikhaoui/	cheikhaoui/	NUM
essd-1120	44	43	environmental	environmental	ADJ
essd-1120	44	44	science	science	NOUN
essd-1120	44	45	and	and	CCONJ
essd-1120	44	46	sustainable	sustainable	ADJ
essd-1120	44	47	development	development	NOUN
essd-1120	44	48	pg	pg	NOUN
essd-1120	44	49	.	.	PROPN
essd-1120	44	50	3	3	NUM
essd-1120	44	51	atlantic	atlantic	PROPN
essd-1120	44	52	coastline	coastline	NOUN
essd-1120	44	53	and	and	CCONJ
essd-1120	44	54	extends	extend	VERB
essd-1120	44	55	inland	inland	ADV
essd-1120	44	56	for	for	ADP
essd-1120	44	57	about	about	ADV
essd-1120	44	58	110	110	NUM
essd-1120	44	59	kilometers	kilometer	NOUN
essd-1120	44	60	.	.	PUNCT
essd-1120	45	1	this	this	DET
essd-1120	45	2	region	region	NOUN
essd-1120	45	3	experiences	experience	VERB
essd-1120	45	4	a	a	DET
essd-1120	45	5	mediterranean	mediterranean	ADJ
essd-1120	45	6	climate	climate	NOUN
essd-1120	45	7	,	,	PUNCT
essd-1120	45	8	characterized	characterize	VERB
essd-1120	45	9	by	by	ADP
essd-1120	45	10	hot	hot	ADJ
essd-1120	45	11	,	,	PUNCT
essd-1120	45	12	arid	arid	NOUN
essd-1120	45	13	summers	summer	NOUN
essd-1120	45	14	and	and	CCONJ
essd-1120	45	15	mild	mild	ADJ
essd-1120	45	16	winters	winter	NOUN
essd-1120	45	17	.	.	PUNCT
essd-1120	46	1	however	however	ADV
essd-1120	46	2	,	,	PUNCT
essd-1120	46	3	there	there	PRON
essd-1120	46	4	is	be	VERB
essd-1120	46	5	notable	notable	ADJ
essd-1120	46	6	local	local	ADJ
essd-1120	46	7	variation	variation	NOUN
essd-1120	46	8	in	in	ADP
essd-1120	46	9	climate	climate	NOUN
essd-1120	46	10	,	,	PUNCT
essd-1120	46	11	with	with	ADP
essd-1120	46	12	semi	semi	ADJ
essd-1120	46	13	-	-	ADJ
essd-1120	46	14	arid	arid	ADJ
essd-1120	46	15	conditions	condition	NOUN
essd-1120	46	16	prevailing	prevail	VERB
essd-1120	46	17	inland	inland	ADV
essd-1120	46	18	and	and	CCONJ
essd-1120	46	19	sub	sub	ADJ
essd-1120	46	20	-	-	ADJ
essd-1120	46	21	humid	humid	ADJ
essd-1120	46	22	conditions	condition	NOUN
essd-1120	46	23	along	along	ADP
essd-1120	46	24	the	the	DET
essd-1120	46	25	coast	coast	NOUN
essd-1120	46	26	.	.	PUNCT
essd-1120	47	1	annual	annual	ADJ
essd-1120	47	2	rainfall	rainfall	NOUN
essd-1120	47	3	typically	typically	ADV
essd-1120	47	4	exceeds	exceed	VERB
essd-1120	47	5	400	400	NUM
essd-1120	47	6	millimeters	millimeter	NOUN
essd-1120	47	7	across	across	ADP
essd-1120	47	8	most	most	ADJ
essd-1120	47	9	of	of	ADP
essd-1120	47	10	the	the	DET
essd-1120	47	11	plain	plain	NOUN
essd-1120	47	12	,	,	PUNCT
essd-1120	47	13	with	with	ADP
essd-1120	47	14	average	average	ADJ
essd-1120	47	15	temperatures	temperature	NOUN
essd-1120	47	16	hovering	hover	VERB
essd-1120	47	17	around	around	ADP
essd-1120	47	18	18.62	18.62	NUM
essd-1120	47	19	°	°	NOUN
essd-1120	47	20	c	c	NOUN
essd-1120	47	21	.	.	PUNCT
essd-1120	48	1	the	the	DET
essd-1120	48	2	cooler	cooler	ADJ
essd-1120	48	3	,	,	PUNCT
essd-1120	48	4	wetter	wetter	ADJ
essd-1120	48	5	season	season	NOUN
essd-1120	48	6	lasts	last	VERB
essd-1120	48	7	seven	seven	NUM
essd-1120	48	8	months	month	NOUN
essd-1120	48	9	from	from	ADP
essd-1120	48	10	october	october	PROPN
essd-1120	48	11	to	to	ADP
essd-1120	48	12	april	april	PROPN
essd-1120	48	13	.	.	PUNCT
essd-1120	49	1	the	the	DET
essd-1120	49	2	boundaries	boundary	NOUN
essd-1120	49	3	of	of	ADP
essd-1120	49	4	the	the	DET
essd-1120	49	5	gharb	gharb	NOUN
essd-1120	49	6	plain	plain	NOUN
essd-1120	49	7	are	be	AUX
essd-1120	49	8	defined	define	VERB
essd-1120	49	9	by	by	ADP
essd-1120	49	10	natural	natural	ADJ
essd-1120	49	11	features	feature	NOUN
essd-1120	49	12	:	:	PUNCT
essd-1120	49	13	the	the	DET
essd-1120	49	14	hills	hill	NOUN
essd-1120	49	15	of	of	ADP
essd-1120	49	16	lalla	lalla	PROPN
essd-1120	49	17	zohra	zohra	PROPN
essd-1120	49	18	to	to	ADP
essd-1120	49	19	the	the	DET
essd-1120	49	20	north	north	NOUN
essd-1120	49	21	,	,	PUNCT
essd-1120	49	22	the	the	DET
essd-1120	49	23	prerifans	prerifan	NOUN
essd-1120	49	24	hills	hill	NOUN
essd-1120	49	25	to	to	ADP
essd-1120	49	26	the	the	DET
essd-1120	49	27	east	east	NOUN
essd-1120	49	28	,	,	PUNCT
essd-1120	49	29	the	the	DET
essd-1120	49	30	maamora	maamora	PROPN
essd-1120	49	31	plateau	plateau	NOUN
essd-1120	49	32	to	to	ADP
essd-1120	49	33	the	the	DET
essd-1120	49	34	south(which	south(which	PROPN
essd-1120	49	35	is	be	AUX
essd-1120	49	36	part	part	NOUN
essd-1120	49	37	of	of	ADP
essd-1120	49	38	the	the	DET
essd-1120	49	39	moroccan	moroccan	PROPN
essd-1120	49	40	meseta	meseta	PROPN
essd-1120	49	41	)	)	PUNCT
essd-1120	49	42	,	,	PUNCT
essd-1120	49	43	and	and	CCONJ
essd-1120	49	44	the	the	DET
essd-1120	49	45	atlantic	atlantic	PROPN
essd-1120	49	46	ocean	ocean	NOUN
essd-1120	49	47	to	to	ADP
essd-1120	49	48	the	the	DET
essd-1120	49	49	west	west	NOUN
essd-1120	49	50	.	.	PUNCT
essd-1120	50	1	figure	figure	VERB
essd-1120	50	2	1	1	NUM
essd-1120	50	3	:	:	PUNCT
essd-1120	50	4	location	location	NOUN
essd-1120	50	5	map	map	NOUN
essd-1120	50	6	of	of	ADP
essd-1120	50	7	the	the	DET
essd-1120	50	8	study	study	NOUN
essd-1120	50	9	area	area	NOUN
essd-1120	50	10	(	(	PUNCT
essd-1120	50	11	cheikhaoui	cheikhaoui	NOUN
essd-1120	50	12	et	et	NOUN
essd-1120	50	13	al.2024	al.2024	PROPN
essd-1120	50	14	)	)	PUNCT
essd-1120	50	15	the	the	DET
essd-1120	50	16	hydrographic	hydrographic	ADJ
essd-1120	50	17	network	network	NOUN
essd-1120	50	18	of	of	ADP
essd-1120	50	19	the	the	DET
essd-1120	50	20	region	region	NOUN
essd-1120	50	21	is	be	AUX
essd-1120	50	22	represented	represent	VERB
essd-1120	50	23	by	by	ADP
essd-1120	50	24	the	the	DET
essd-1120	50	25	sebou	sebou	PROPN
essd-1120	50	26	river	river	PROPN
essd-1120	50	27	,	,	PUNCT
essd-1120	50	28	one	one	NUM
essd-1120	50	29	of	of	ADP
essd-1120	50	30	the	the	DET
essd-1120	50	31	major	major	ADJ
essd-1120	50	32	rivers	river	NOUN
essd-1120	50	33	in	in	ADP
essd-1120	50	34	the	the	DET
essd-1120	50	35	kingdom	kingdom	NOUN
essd-1120	50	36	,	,	PUNCT
essd-1120	50	37	along	along	ADP
essd-1120	50	38	with	with	ADP
essd-1120	50	39	its	its	PRON
essd-1120	50	40	tributaries	tributary	NOUN
essd-1120	50	41	including	include	VERB
essd-1120	50	42	the	the	DET
essd-1120	50	43	ouergha	ouergha	NOUN
essd-1120	50	44	,	,	PUNCT
essd-1120	50	45	beht	beht	NOUN
essd-1120	50	46	,	,	PUNCT
essd-1120	50	47	rdom	rdom	ADJ
essd-1120	50	48	,	,	PUNCT
essd-1120	50	49	and	and	CCONJ
essd-1120	50	50	tiflet	tiflet	ADJ
essd-1120	50	51	rivers	river	NOUN
essd-1120	50	52	.	.	PUNCT
essd-1120	51	1	2.2	2.2	NUM
essd-1120	51	2	.	.	PUNCT
essd-1120	51	3	data	data	VERB
essd-1120	51	4	the	the	DET
essd-1120	51	5	data	data	NOUN
essd-1120	51	6	processing	processing	NOUN
essd-1120	51	7	encompasses	encompass	VERB
essd-1120	51	8	several	several	ADJ
essd-1120	51	9	key	key	ADJ
essd-1120	51	10	components	component	NOUN
essd-1120	51	11	(	(	PUNCT
essd-1120	51	12	fig.2	fig.2	PROPN
essd-1120	51	13	):	):	PUNCT
essd-1120	51	14	firstly	firstly	ADV
essd-1120	51	15	,	,	PUNCT
essd-1120	51	16	we	we	PRON
essd-1120	51	17	computed	compute	VERB
essd-1120	51	18	vegetation	vegetation	NOUN
essd-1120	51	19	indices	index	NOUN
essd-1120	51	20	such	such	ADJ
essd-1120	51	21	as	as	ADP
essd-1120	51	22	ndvi	ndvi	NOUN
essd-1120	51	23	(	(	PUNCT
essd-1120	51	24	normalized	normalize	VERB
essd-1120	51	25	difference	difference	NOUN
essd-1120	51	26	vegetation	vegetation	NOUN
essd-1120	51	27	index	index	NOUN
essd-1120	51	28	)	)	PUNCT
essd-1120	51	29	,	,	PUNCT
essd-1120	51	30	ndwi	ndwi	PROPN
essd-1120	51	31	(	(	PUNCT
essd-1120	51	32	normalized	normalize	VERB
essd-1120	51	33	difference	difference	NOUN
essd-1120	51	34	water	water	NOUN
essd-1120	51	35	index	index	NOUN
essd-1120	51	36	)	)	PUNCT
essd-1120	51	37	,	,	PUNCT
essd-1120	51	38	savi	savi	VERB
essd-1120	51	39	(	(	PUNCT
essd-1120	51	40	soil	soil	NOUN
essd-1120	51	41	adjusted	adjust	VERB
essd-1120	51	42	vegetation	vegetation	NOUN
essd-1120	51	43	index	index	NOUN
essd-1120	51	44	)	)	PUNCT
essd-1120	51	45	,	,	PUNCT
essd-1120	51	46	evi	evi	PROPN
essd-1120	51	47	(	(	PUNCT
essd-1120	51	48	enhanced	enhanced	ADJ
essd-1120	51	49	vegetation	vegetation	NOUN
essd-1120	51	50	index	index	NOUN
essd-1120	51	51	)	)	PUNCT
essd-1120	51	52	,	,	PUNCT
essd-1120	51	53	and	and	CCONJ
essd-1120	51	54	gndvi	gndvi	PROPN
essd-1120	51	55	(	(	PUNCT
essd-1120	51	56	green	green	ADJ
essd-1120	51	57	normalized	normalize	VERB
essd-1120	51	58	difference	difference	NOUN
essd-1120	51	59	vegetation	vegetation	NOUN
essd-1120	51	60	index	index	NOUN
essd-1120	51	61	)	)	PUNCT
essd-1120	51	62	for	for	ADP
essd-1120	51	63	landsat	landsat	NOUN
essd-1120	51	64	images	image	NOUN
essd-1120	51	65	available	available	ADJ
essd-1120	51	66	within	within	ADP
essd-1120	51	67	google	google	PROPN
essd-1120	51	68	earth	earth	NOUN
essd-1120	51	69	engine	engine	NOUN
essd-1120	51	70	(	(	PUNCT
essd-1120	51	71	gee	gee	NOUN
essd-1120	51	72	)	)	PUNCT
essd-1120	51	73	table	table	NOUN
essd-1120	51	74	1	1	NUM
essd-1120	51	75	.	.	PUNCT
essd-1120	52	1	this	this	DET
essd-1120	52	2	process	process	NOUN
essd-1120	52	3	yielded	yield	VERB
essd-1120	52	4	annual	annual	ADJ
essd-1120	52	5	maximum	maximum	ADJ
essd-1120	52	6	and	and	CCONJ
essd-1120	52	7	minimum	minimum	ADJ
essd-1120	52	8	changes	change	NOUN
essd-1120	52	9	in	in	ADP
essd-1120	52	10	vegetation	vegetation	NOUN
essd-1120	52	11	indices	index	NOUN
essd-1120	52	12	from	from	ADP
essd-1120	52	13	2013	2013	NUM
essd-1120	52	14	to	to	ADP
essd-1120	52	15	2023	2023	NUM
essd-1120	52	16	.	.	PUNCT
essd-1120	53	1	secondly	secondly	ADV
essd-1120	53	2	,	,	PUNCT
essd-1120	53	3	we	we	PRON
essd-1120	53	4	leveraged	leverage	VERB
essd-1120	53	5	growing	growing	NOUN
essd-1120	53	6	season	season	NOUN
essd-1120	53	7	images	image	NOUN
essd-1120	53	8	from	from	ADP
essd-1120	53	9	2019	2019	NUM
essd-1120	53	10	to	to	ADP
essd-1120	53	11	2022	2022	NUM
essd-1120	53	12	to	to	PART
essd-1120	53	13	delineate	delineate	VERB
essd-1120	53	14	various	various	ADJ
essd-1120	53	15	land	land	NOUN
essd-1120	53	16	cover	cover	NOUN
essd-1120	53	17	types	type	NOUN
essd-1120	53	18	and	and	CCONJ
essd-1120	53	19	crop	crop	NOUN
essd-1120	53	20	characteristics	characteristic	NOUN
essd-1120	53	21	.	.	PUNCT
essd-1120	54	1	finally	finally	ADV
essd-1120	54	2	,	,	PUNCT
essd-1120	54	3	we	we	PRON
essd-1120	54	4	determined	determine	VERB
essd-1120	54	5	the	the	DET
essd-1120	54	6	land	land	NOUN
essd-1120	54	7	cover	cover	NOUN
essd-1120	54	8	types	type	NOUN
essd-1120	54	9	of	of	ADP
essd-1120	54	10	crop	crop	NOUN
essd-1120	54	11	areas	area	NOUN
essd-1120	54	12	by	by	ADP
essd-1120	54	13	overlaying	overlay	VERB
essd-1120	54	14	land	land	NOUN
essd-1120	54	15	cover	cover	NOUN
essd-1120	54	16	classification	classification	NOUN
essd-1120	54	17	with	with	ADP
essd-1120	54	18	the	the	DET
essd-1120	54	19	distribution	distribution	NOUN
essd-1120	54	20	of	of	ADP
essd-1120	54	21	vegetation	vegetation	NOUN
essd-1120	54	22	types	type	NOUN
essd-1120	54	23	.	.	PUNCT
essd-1120	55	1	table	table	NOUN
essd-1120	55	2	1	1	NUM
essd-1120	55	3	:	:	PUNCT
essd-1120	55	4	formula	formula	NOUN
essd-1120	55	5	and	and	CCONJ
essd-1120	55	6	source	source	NOUN
essd-1120	55	7	of	of	ADP
essd-1120	56	1	vegetation	vegetation	NOUN
essd-1120	56	2	indices	index	NOUN
essd-1120	56	3	vegetation	vegetation	NOUN
essd-1120	56	4	indice	indice	NOUN
essd-1120	56	5	source	source	NOUN
essd-1120	56	6	temporal	temporal	ADJ
essd-1120	56	7	resolution	resolution	NOUN
essd-1120	56	8	spatial	spatial	ADJ
essd-1120	56	9	resolution	resolution	NOUN
essd-1120	56	10	reference	reference	NOUN
essd-1120	56	11	formula	formula	NOUN
essd-1120	56	12	ndvi	ndvi	PROPN
essd-1120	56	13	landsat	landsat	PROPN
essd-1120	56	14	8	8	NUM
essd-1120	56	15	oli	oli	PROPN
essd-1120	56	16	/	/	SYM
essd-1120	56	17	tirs	tirs	NOUN
essd-1120	56	18	collection	collection	NOUN
essd-1120	56	19	2	2	NUM
essd-1120	56	20	tier	tier	NOUN
essd-1120	56	21	1	1	NUM
essd-1120	56	22	16	16	NUM
essd-1120	56	23	days	day	NOUN
essd-1120	56	24	30	30	NUM
essd-1120	56	25	meters	meter	NOUN
essd-1120	56	26	usgs	usg	NOUN
essd-1120	56	27	earth	earth	PROPN
essd-1120	56	28	explorer	explorer	PROPN
essd-1120	56	29	(	(	PUNCT
essd-1120	56	30	nir	nir	X
essd-1120	56	31	red	red	NOUN
essd-1120	56	32	)	)	PUNCT
essd-1120	56	33	/	/	PUNCT
essd-1120	56	34	(	(	PUNCT
essd-1120	56	35	nir	nir	NOUN
essd-1120	56	36	+	+	CCONJ
essd-1120	56	37	red	red	ADJ
essd-1120	56	38	)	)	PUNCT
essd-1120	56	39	cheikhaoui/	cheikhaoui/	NUM
essd-1120	56	40	environmental	environmental	ADJ
essd-1120	56	41	science	science	NOUN
essd-1120	56	42	and	and	CCONJ
essd-1120	56	43	sustainable	sustainable	ADJ
essd-1120	56	44	development	development	NOUN
essd-1120	56	45	pg	pg	NOUN
essd-1120	56	46	.	.	PROPN
essd-1120	56	47	4	4	NUM
essd-1120	56	48	toa	toa	NOUN
essd-1120	56	49	reflectance	reflectance	NOUN
essd-1120	56	50	ndwi	ndwi	NOUN
essd-1120	56	51	landsat	landsat	PROPN
essd-1120	56	52	8	8	NUM
essd-1120	56	53	oli	oli	ADJ
essd-1120	56	54	/	/	SYM
essd-1120	56	55	tirs	tirs	NOUN
essd-1120	56	56	collection	collection	NOUN
essd-1120	56	57	2	2	NUM
essd-1120	56	58	tier	tier	NOUN
essd-1120	56	59	1	1	NUM
essd-1120	56	60	toa	toa	NOUN
essd-1120	56	61	reflectance	reflectance	NOUN
essd-1120	56	62	16	16	NUM
essd-1120	56	63	days	day	NOUN
essd-1120	56	64	30	30	NUM
essd-1120	56	65	meters	meter	NOUN
essd-1120	56	66	usgs	usg	NOUN
essd-1120	56	67	earth	earth	PROPN
essd-1120	56	68	explorer	explorer	PROPN
essd-1120	56	69	(	(	PUNCT
essd-1120	56	70	green	green	ADJ
essd-1120	56	71	nir	nir	NOUN
essd-1120	56	72	)	)	PUNCT
essd-1120	56	73	/	/	PUNCT
essd-1120	56	74	(	(	PUNCT
essd-1120	56	75	green	green	ADJ
essd-1120	56	76	+	+	CCONJ
essd-1120	56	77	nir	nir	ADJ
essd-1120	56	78	)	)	PUNCT
essd-1120	56	79	gndvi	gndvi	PROPN
essd-1120	56	80	landsat	landsat	PROPN
essd-1120	56	81	8	8	NUM
essd-1120	56	82	oli	oli	PROPN
essd-1120	56	83	/	/	SYM
essd-1120	56	84	tirs	tirs	NOUN
essd-1120	56	85	collection	collection	NOUN
essd-1120	56	86	2	2	NUM
essd-1120	56	87	tier	tier	NOUN
essd-1120	56	88	1	1	NUM
essd-1120	56	89	toa	toa	NOUN
essd-1120	56	90	reflectance	reflectance	NOUN
essd-1120	56	91	16	16	NUM
essd-1120	56	92	days	day	NOUN
essd-1120	56	93	30	30	NUM
essd-1120	56	94	meters	meter	NOUN
essd-1120	56	95	usgs	usg	NOUN
essd-1120	56	96	earth	earth	PROPN
essd-1120	56	97	explorer	explorer	PROPN
essd-1120	56	98	(	(	PUNCT
essd-1120	56	99	nir	nir	ADJ
essd-1120	56	100	green	green	NOUN
essd-1120	56	101	)	)	PUNCT
essd-1120	56	102	/	/	PUNCT
essd-1120	56	103	(	(	PUNCT
essd-1120	56	104	nir	nir	ADJ
essd-1120	56	105	+	+	CCONJ
essd-1120	56	106	green	green	ADJ
essd-1120	56	107	)	)	PUNCT
essd-1120	56	108	savi	savi	NOUN
essd-1120	56	109	landsat	landsat	NOUN
essd-1120	56	110	8	8	NUM
essd-1120	56	111	oli	oli	ADJ
essd-1120	56	112	/	/	SYM
essd-1120	56	113	tirs	tirs	NOUN
essd-1120	56	114	collection	collection	NOUN
essd-1120	56	115	2	2	NUM
essd-1120	56	116	tier	tier	NOUN
essd-1120	56	117	1	1	NUM
essd-1120	56	118	toa	toa	NOUN
essd-1120	56	119	reflectance	reflectance	NOUN
essd-1120	56	120	16	16	NUM
essd-1120	56	121	days	day	NOUN
essd-1120	56	122	30	30	NUM
essd-1120	56	123	meters	meter	NOUN
essd-1120	56	124	huete	huete	ADJ
essd-1120	56	125	,	,	PUNCT
essd-1120	56	126	a.	a.	PROPN
essd-1120	56	127	r.	r.	PROPN
essd-1120	56	128	,	,	PUNCT
essd-1120	56	129	et	et	PROPN
essd-1120	56	130	al	al	PROPN
essd-1120	56	131	.	.	PUNCT
essd-1120	57	1	(	(	PUNCT
essd-1120	57	2	2002	2002	NUM
essd-1120	57	3	)	)	PUNCT
essd-1120	57	4	.	.	PUNCT
essd-1120	58	1	(	(	PUNCT
essd-1120	58	2	(	(	PUNCT
essd-1120	58	3	nir	nir	X
essd-1120	58	4	red	red	NOUN
essd-1120	58	5	)	)	PUNCT
essd-1120	58	6	/	/	PUNCT
essd-1120	58	7	(	(	PUNCT
essd-1120	58	8	nir	nir	NOUN
essd-1120	58	9	+	+	CCONJ
essd-1120	58	10	red	red	ADJ
essd-1120	58	11	+	+	CCONJ
essd-1120	58	12	l	l	NOUN
essd-1120	58	13	)	)	PUNCT
essd-1120	58	14	)	)	PUNCT
essd-1120	58	15	*	*	PUNCT
essd-1120	59	1	(	(	PUNCT
essd-1120	59	2	1	1	NUM
essd-1120	59	3	+	+	NUM
essd-1120	59	4	l	l	NOUN
essd-1120	59	5	)	)	PUNCT
essd-1120	59	6	evi	evi	PROPN
essd-1120	59	7	landsat	landsat	PROPN
essd-1120	59	8	8	8	NUM
essd-1120	59	9	oli	oli	PROPN
essd-1120	59	10	/	/	SYM
essd-1120	59	11	tirs	tirs	NOUN
essd-1120	59	12	collection	collection	NOUN
essd-1120	59	13	2	2	NUM
essd-1120	59	14	tier	tier	NOUN
essd-1120	59	15	1	1	NUM
essd-1120	59	16	toa	toa	NOUN
essd-1120	59	17	reflectance	reflectance	NOUN
essd-1120	59	18	16	16	NUM
essd-1120	59	19	days	day	NOUN
essd-1120	59	20	30	30	NUM
essd-1120	59	21	meters	meter	NOUN
essd-1120	59	22	huete	huete	ADJ
essd-1120	59	23	,	,	PUNCT
essd-1120	59	24	a.	a.	PROPN
essd-1120	59	25	r.	r.	PROPN
essd-1120	59	26	,	,	PUNCT
essd-1120	59	27	et	et	PROPN
essd-1120	59	28	al	al	PROPN
essd-1120	59	29	.	.	PUNCT
essd-1120	59	30	(	(	PUNCT
essd-1120	59	31	2002	2002	NUM
essd-1120	59	32	)	)	PUNCT
essd-1120	59	33	.	.	PUNCT
essd-1120	60	1	2.5	2.5	NUM
essd-1120	60	2	*	*	PUNCT
essd-1120	60	3	(	(	PUNCT
essd-1120	60	4	(	(	PUNCT
essd-1120	60	5	nir	nir	X
essd-1120	60	6	red	red	NOUN
essd-1120	60	7	)	)	PUNCT
essd-1120	60	8	/	/	PUNCT
essd-1120	60	9	(	(	PUNCT
essd-1120	60	10	nir	nir	NOUN
essd-1120	61	1	+	+	CCONJ
essd-1120	61	2	6	6	NUM
essd-1120	61	3	*	*	PUNCT
essd-1120	61	4	red	red	ADJ
essd-1120	61	5	7.5	7.5	NUM
essd-1120	61	6	*	*	PUNCT
essd-1120	61	7	blue	blue	ADJ
essd-1120	61	8	+	+	CCONJ
essd-1120	61	9	1	1	NUM
essd-1120	61	10	)	)	PUNCT
essd-1120	61	11	)	)	PUNCT
essd-1120	62	1	leveraging	leverage	VERB
essd-1120	62	2	gee	gee	NOUN
essd-1120	62	3	’s	’s	PART
essd-1120	62	4	extensive	extensive	ADJ
essd-1120	62	5	library	library	NOUN
essd-1120	62	6	of	of	ADP
essd-1120	62	7	analysis	analysis	NOUN
essd-1120	62	8	tools	tool	NOUN
essd-1120	62	9	and	and	CCONJ
essd-1120	62	10	computing	compute	VERB
essd-1120	62	11	resources	resource	NOUN
essd-1120	62	12	,	,	PUNCT
essd-1120	62	13	we	we	PRON
essd-1120	62	14	implemented	implement	VERB
essd-1120	62	15	a	a	DET
essd-1120	62	16	workflow	workflow	NOUN
essd-1120	62	17	for	for	ADP
essd-1120	62	18	calculating	calculate	VERB
essd-1120	62	19	vegetation	vegetation	NOUN
essd-1120	62	20	indices	index	NOUN
essd-1120	62	21	,	,	PUNCT
essd-1120	62	22	and	and	CCONJ
essd-1120	62	23	advanced	advanced	ADJ
essd-1120	62	24	image	image	NOUN
essd-1120	62	25	classification	classification	NOUN
essd-1120	62	26	algorithms	algorithm	NOUN
essd-1120	62	27	to	to	PART
essd-1120	62	28	identify	identify	VERB
essd-1120	62	29	and	and	CCONJ
essd-1120	62	30	map	map	VERB
essd-1120	62	31	different	different	ADJ
essd-1120	62	32	land	land	NOUN
essd-1120	62	33	cover	cover	NOUN
essd-1120	62	34	classes	class	NOUN
essd-1120	62	35	,	,	PUNCT
essd-1120	62	36	ensuring	ensure	VERB
essd-1120	62	37	accuracy	accuracy	NOUN
essd-1120	62	38	in	in	ADP
essd-1120	62	39	our	our	PRON
essd-1120	62	40	measurements	measurement	NOUN
essd-1120	62	41	.	.	PUNCT
essd-1120	63	1	the	the	DET
essd-1120	63	2	following	follow	VERB
essd-1120	63	3	figure	figure	NOUN
essd-1120	63	4	represents	represent	VERB
essd-1120	63	5	the	the	DET
essd-1120	63	6	workflow	workflow	NOUN
essd-1120	63	7	of	of	ADP
essd-1120	63	8	the	the	DET
essd-1120	63	9	overall	overall	ADJ
essd-1120	63	10	methodology	methodology	NOUN
essd-1120	63	11	of	of	ADP
essd-1120	63	12	the	the	DET
essd-1120	63	13	study	study	NOUN
essd-1120	63	14	:	:	PUNCT
essd-1120	63	15	figure	figure	NOUN
essd-1120	63	16	2	2	NUM
essd-1120	63	17	:	:	PUNCT
essd-1120	63	18	methodology	methodology	NOUN
essd-1120	63	19	of	of	ADP
essd-1120	63	20	the	the	DET
essd-1120	63	21	study	study	NOUN
essd-1120	63	22	the	the	DET
essd-1120	63	23	gharb	gharb	PROPN
essd-1120	63	24	regional	regional	PROPN
essd-1120	63	25	development	development	PROPN
essd-1120	63	26	office	office	NOUN
essd-1120	63	27	(	(	PUNCT
essd-1120	63	28	ormvag	ormvag	PROPN
essd-1120	63	29	)	)	PUNCT
essd-1120	63	30	provided	provide	VERB
essd-1120	63	31	data	datum	NOUN
essd-1120	63	32	socioeconomic	socioeconomic	ADJ
essd-1120	63	33	for	for	ADP
essd-1120	63	34	2019/2020,2020/2021	2019/2020,2020/2021	NOUN
essd-1120	63	35	,	,	PUNCT
essd-1120	63	36	and	and	CCONJ
essd-1120	63	37	2021/2022	2021/2022	NUM
essd-1120	63	38	,	,	PUNCT
essd-1120	63	39	which	which	PRON
essd-1120	63	40	included	include	VERB
essd-1120	63	41	details	detail	NOUN
essd-1120	63	42	about	about	ADP
essd-1120	63	43	crop	crop	NOUN
essd-1120	63	44	types	type	NOUN
essd-1120	63	45	,	,	PUNCT
essd-1120	63	46	areas	area	NOUN
essd-1120	63	47	,	,	PUNCT
essd-1120	63	48	and	and	CCONJ
essd-1120	63	49	production	production	NOUN
essd-1120	63	50	in	in	ADP
essd-1120	63	51	the	the	DET
essd-1120	63	52	gharb	gharb	NOUN
essd-1120	63	53	plain	plain	ADV
essd-1120	63	54	.	.	PUNCT
essd-1120	64	1	these	these	DET
essd-1120	64	2	datasets	dataset	NOUN
essd-1120	64	3	cheikhaoui/	cheikhaoui/	NUM
essd-1120	64	4	environmental	environmental	ADJ
essd-1120	64	5	science	science	NOUN
essd-1120	64	6	and	and	CCONJ
essd-1120	64	7	sustainable	sustainable	ADJ
essd-1120	64	8	development	development	NOUN
essd-1120	64	9	pg	pg	NOUN
essd-1120	64	10	.	.	PROPN
essd-1120	64	11	5	5	NUM
essd-1120	64	12	were	be	AUX
essd-1120	64	13	integrated	integrate	VERB
essd-1120	64	14	with	with	ADP
essd-1120	64	15	remote	remote	ADJ
essd-1120	64	16	sensing	sensing	NOUN
essd-1120	64	17	,	,	PUNCT
essd-1120	64	18	google	google	PROPN
essd-1120	64	19	earth	earth	NOUN
essd-1120	64	20	engine	engine	NOUN
essd-1120	64	21	platform	platform	NOUN
essd-1120	64	22	,	,	PUNCT
essd-1120	64	23	and	and	CCONJ
essd-1120	64	24	meteorological	meteorological	ADJ
essd-1120	64	25	data	datum	NOUN
essd-1120	64	26	to	to	PART
essd-1120	64	27	analyze	analyze	VERB
essd-1120	64	28	the	the	DET
essd-1120	64	29	spatial	spatial	ADJ
essd-1120	64	30	and	and	CCONJ
essd-1120	64	31	temporal	temporal	ADJ
essd-1120	64	32	patterns	pattern	NOUN
essd-1120	64	33	of	of	ADP
essd-1120	64	34	crop	crop	NOUN
essd-1120	64	35	water	water	NOUN
essd-1120	64	36	consumption	consumption	NOUN
essd-1120	64	37	in	in	ADP
essd-1120	64	38	the	the	DET
essd-1120	64	39	gharb	gharb	NOUN
essd-1120	64	40	irrigated	irrigate	VERB
essd-1120	64	41	perimeter	perimeter	NOUN
essd-1120	64	42	from	from	ADP
essd-1120	64	43	2019	2019	NUM
essd-1120	64	44	to	to	ADP
essd-1120	64	45	2022	2022	NUM
essd-1120	64	46	.	.	PUNCT
essd-1120	65	1	solar	solar	ADJ
essd-1120	65	2	and	and	CCONJ
essd-1120	65	3	meteorological	meteorological	ADJ
essd-1120	65	4	data	datum	NOUN
essd-1120	65	5	obtained	obtain	VERB
essd-1120	65	6	through	through	ADP
essd-1120	65	7	power	power	NOUN
essd-1120	65	8	data	datum	NOUN
essd-1120	65	9	access	access	NOUN
essd-1120	65	10	viewer	viewer	NOUN
essd-1120	65	11	(	(	PUNCT
essd-1120	65	12	dav)(power.iarc.nasa.gov	dav)(power.iarc.nasa.gov	PROPN
essd-1120	65	13	)	)	PUNCT
essd-1120	65	14	from	from	ADP
essd-1120	65	15	nasa	nasa	PROPN
essd-1120	65	16	were	be	AUX
essd-1120	65	17	used	use	VERB
essd-1120	65	18	in	in	ADP
essd-1120	65	19	this	this	DET
essd-1120	65	20	study	study	NOUN
essd-1120	65	21	.	.	PUNCT
essd-1120	66	1	monthly	monthly	ADJ
essd-1120	66	2	and	and	CCONJ
essd-1120	66	3	annual	annual	ADJ
essd-1120	66	4	observed	observed	ADJ
essd-1120	66	5	maximum	maximum	ADJ
essd-1120	66	6	and	and	CCONJ
essd-1120	66	7	minimum	minimum	ADJ
essd-1120	66	8	air	air	NOUN
essd-1120	66	9	temperature	temperature	NOUN
essd-1120	66	10	,	,	PUNCT
essd-1120	66	11	rainfall	rainfall	NOUN
essd-1120	66	12	,	,	PUNCT
essd-1120	66	13	wind	wind	NOUN
essd-1120	66	14	speed	speed	NOUN
essd-1120	66	15	measured	measure	VERB
essd-1120	66	16	at	at	ADP
essd-1120	66	17	2	2	NUM
essd-1120	66	18	m	m	NOUN
essd-1120	66	19	height	height	NOUN
essd-1120	66	20	,	,	PUNCT
essd-1120	66	21	relative	relative	ADJ
essd-1120	66	22	humidity	humidity	NOUN
essd-1120	66	23	and	and	CCONJ
essd-1120	66	24	daily	daily	ADJ
essd-1120	66	25	sunshine	sunshine	NOUN
essd-1120	66	26	duration	duration	NOUN
essd-1120	66	27	data	datum	NOUN
essd-1120	66	28	were	be	AUX
essd-1120	66	29	available	available	ADJ
essd-1120	66	30	(	(	PUNCT
essd-1120	66	31	cheikhaoui	cheikhaoui	NOUN
essd-1120	66	32	et	et	PROPN
essd-1120	66	33	al	al	PROPN
essd-1120	66	34	.	.	PROPN
essd-1120	66	35	2024	2024	NUM
essd-1120	66	36	)	)	PUNCT
essd-1120	66	37	.	.	PUNCT
essd-1120	67	1	to	to	PART
essd-1120	67	2	determine	determine	VERB
essd-1120	67	3	the	the	DET
essd-1120	67	4	irrigation	irrigation	NOUN
essd-1120	67	5	water	water	NOUN
essd-1120	67	6	needs	need	NOUN
essd-1120	67	7	of	of	ADP
essd-1120	67	8	crops	crop	NOUN
essd-1120	67	9	such	such	ADJ
essd-1120	67	10	as	as	ADP
essd-1120	67	11	rice	rice	NOUN
essd-1120	67	12	,	,	PUNCT
essd-1120	67	13	citrus	citrus	NOUN
essd-1120	67	14	,	,	PUNCT
essd-1120	67	15	and	and	CCONJ
essd-1120	67	16	sugarcane	sugarcane	NOUN
essd-1120	67	17	,	,	PUNCT
essd-1120	67	18	factors	factor	NOUN
essd-1120	67	19	such	such	ADJ
essd-1120	67	20	as	as	ADP
essd-1120	67	21	evapotranspiration	evapotranspiration	NOUN
essd-1120	67	22	,	,	PUNCT
essd-1120	67	23	crop	crop	NOUN
essd-1120	67	24	coefficients	coefficient	NOUN
essd-1120	67	25	,	,	PUNCT
essd-1120	67	26	effective	effective	ADJ
essd-1120	67	27	rainfall	rainfall	NOUN
essd-1120	67	28	,	,	PUNCT
essd-1120	67	29	crop	crop	NOUN
essd-1120	67	30	water	water	NOUN
essd-1120	67	31	requirement	requirement	NOUN
essd-1120	67	32	,	,	PUNCT
essd-1120	67	33	and	and	CCONJ
essd-1120	67	34	irrigation	irrigation	NOUN
essd-1120	67	35	coefficients	coefficient	NOUN
essd-1120	67	36	are	be	AUX
essd-1120	67	37	taken	take	VERB
essd-1120	67	38	into	into	ADP
essd-1120	67	39	account	account	NOUN
essd-1120	67	40	,	,	PUNCT
essd-1120	67	41	using	use	VERB
essd-1120	67	42	relevant	relevant	ADJ
essd-1120	67	43	meteorological	meteorological	ADJ
essd-1120	67	44	data	datum	NOUN
essd-1120	67	45	from	from	ADP
essd-1120	67	46	studies	study	NOUN
essd-1120	67	47	by	by	ADP
essd-1120	67	48	allan	allan	PROPN
essd-1120	67	49	(	(	PUNCT
essd-1120	67	50	2003	2003	NUM
essd-1120	67	51	)	)	PUNCT
essd-1120	67	52	,	,	PUNCT
essd-1120	67	53	allen	allen	PROPN
essd-1120	67	54	et	et	PROPN
essd-1120	67	55	al.(1998	al.(1998	PROPN
essd-1120	67	56	)	)	PUNCT
essd-1120	67	57	,	,	PUNCT
essd-1120	67	58	and	and	CCONJ
essd-1120	67	59	cammarano	cammarano	VERB
essd-1120	67	60	et	et	PROPN
essd-1120	67	61	al	al	PROPN
essd-1120	67	62	.	.	PUNCT
essd-1120	68	1	(	(	PUNCT
essd-1120	68	2	2016	2016	NUM
essd-1120	68	3	)	)	PUNCT
essd-1120	68	4	.	.	PUNCT
essd-1120	69	1	2.3	2.3	NUM
essd-1120	69	2	.	.	PUNCT
essd-1120	69	3	methodology	methodology	NOUN
essd-1120	69	4	2.3.1	2.3.1	NUM
essd-1120	69	5	.	.	PUNCT
essd-1120	70	1	references	reference	NOUN
essd-1120	70	2	evapotranspiration	evapotranspiration	NOUN
essd-1120	70	3	(	(	PUNCT
essd-1120	70	4	et0	et0	NOUN
essd-1120	70	5	)	)	PUNCT
essd-1120	70	6	et0	et0	NOUN
essd-1120	70	7	was	be	AUX
essd-1120	70	8	calculated	calculate	VERB
essd-1120	70	9	using	use	VERB
essd-1120	70	10	the	the	DET
essd-1120	70	11	fao-56	fao-56	PROPN
essd-1120	70	12	penman	penman	PROPN
essd-1120	70	13	-	-	PUNCT
essd-1120	70	14	monteith	monteith	PROPN
essd-1120	70	15	equation	equation	NOUN
essd-1120	70	16	(	(	PUNCT
essd-1120	70	17	allen	allen	PROPN
essd-1120	70	18	et	et	PROPN
essd-1120	70	19	al	al	PROPN
essd-1120	70	20	.	.	PROPN
essd-1120	70	21	,	,	PUNCT
essd-1120	70	22	1998	1998	NUM
essd-1120	70	23	)	)	PUNCT
essd-1120	70	24	,	,	PUNCT
essd-1120	70	25	which	which	PRON
essd-1120	70	26	is	be	AUX
essd-1120	70	27	a	a	DET
essd-1120	70	28	modified	modify	VERB
essd-1120	70	29	version	version	NOUN
essd-1120	70	30	of	of	ADP
essd-1120	70	31	the	the	DET
essd-1120	70	32	original	original	ADJ
essd-1120	70	33	penman	penman	PROPN
essd-1120	70	34	-	-	PUNCT
essd-1120	70	35	monteith	monteith	PROPN
essd-1120	70	36	equation	equation	NOUN
essd-1120	70	37	(	(	PUNCT
essd-1120	70	38	monteith,1965	monteith,1965	NOUN
essd-1120	70	39	)	)	PUNCT
essd-1120	70	40	.	.	PUNCT
essd-1120	71	1	the	the	DET
essd-1120	71	2	equation	equation	NOUN
essd-1120	71	3	(	(	PUNCT
essd-1120	71	4	1	1	X
essd-1120	71	5	)	)	PUNCT
essd-1120	71	6	is	be	AUX
essd-1120	71	7	expressed	express	VERB
essd-1120	71	8	as	as	SCONJ
essd-1120	71	9	follows	follow	VERB
essd-1120	71	10	:	:	PUNCT
essd-1120	71	11	eto	eto	PROPN
essd-1120	71	12	=	=	PUNCT
essd-1120	71	13	(	(	PUNCT
essd-1120	71	14	1	1	NUM
essd-1120	71	15	)	)	PUNCT
essd-1120	71	16	where	where	SCONJ
essd-1120	71	17	et0	et0	NOUN
essd-1120	71	18	is	be	AUX
essd-1120	71	19	the	the	DET
essd-1120	71	20	reference	reference	NOUN
essd-1120	71	21	evapotranspiration	evapotranspiration	NOUN
essd-1120	71	22	(	(	PUNCT
essd-1120	71	23	mm	mm	NOUN
essd-1120	71	24	/	/	SYM
essd-1120	71	25	d	d	NOUN
essd-1120	71	26	)	)	PUNCT
essd-1120	71	27	,	,	PUNCT
essd-1120	71	28	t	t	PROPN
essd-1120	71	29	is	be	AUX
essd-1120	71	30	the	the	DET
essd-1120	71	31	air	air	NOUN
essd-1120	71	32	temperature	temperature	NOUN
essd-1120	71	33	(	(	PUNCT
essd-1120	71	34	°	°	PROPN
essd-1120	71	35	c),rn(net	c),rn(net	PROPN
essd-1120	71	36	surface	surface	NOUN
essd-1120	71	37	radiation	radiation	NOUN
essd-1120	71	38	)	)	PUNCT
essd-1120	71	39	,	,	PUNCT
essd-1120	71	40	g	g	NOUN
essd-1120	71	41	(	(	PUNCT
essd-1120	71	42	soil	soil	NOUN
essd-1120	71	43	heat	heat	NOUN
essd-1120	71	44	flux	flux	PROPN
essd-1120	71	45	density	density	PROPN
essd-1120	71	46	)	)	PUNCT
essd-1120	71	47	,	,	PUNCT
essd-1120	71	48	u2(wind	u2(wind	ADJ
essd-1120	71	49	speed	speed	NOUN
essd-1120	71	50	at	at	ADP
essd-1120	71	51	2	2	NUM
essd-1120	71	52	m	m	VERB
essd-1120	71	53	height),es(saturated	height),es(saturate	VERB
essd-1120	71	54	vapor	vapor	NOUN
essd-1120	71	55	pressure),ea(actual	pressure),ea(actual	ADJ
essd-1120	71	56	vapor	vapor	NOUN
essd-1120	71	57	pressure	pressure	NOUN
essd-1120	71	58	)	)	PUNCT
essd-1120	71	59	,	,	PUNCT
essd-1120	71	60	δ	δ	PROPN
essd-1120	71	61	(	(	PUNCT
essd-1120	71	62	slope	slope	NOUN
essd-1120	71	63	of	of	ADP
essd-1120	71	64	vapor	vapor	NOUN
essd-1120	71	65	pressure	pressure	NOUN
essd-1120	71	66	curve	curve	NOUN
essd-1120	71	67	)	)	PUNCT
essd-1120	71	68	,	,	PUNCT
essd-1120	71	69	and	and	CCONJ
essd-1120	71	70	γ	γ	X
essd-1120	71	71	(	(	PUNCT
essd-1120	71	72	psychrometric	psychrometric	ADJ
essd-1120	71	73	constant	constant	ADJ
essd-1120	71	74	)	)	PUNCT
essd-1120	71	75	.	.	PUNCT
essd-1120	72	1	2.3.2	2.3.2	X
essd-1120	72	2	.	.	PUNCT
essd-1120	72	3	crop	crop	NOUN
essd-1120	72	4	water	water	NOUN
essd-1120	72	5	requirement	requirement	NOUN
essd-1120	72	6	(	(	PUNCT
essd-1120	72	7	cwr	cwr	PROPN
essd-1120	72	8	)	)	PUNCT
essd-1120	72	9	the	the	DET
essd-1120	72	10	rice	rice	NOUN
essd-1120	72	11	,	,	PUNCT
essd-1120	72	12	sugarcane	sugarcane	NOUN
essd-1120	72	13	and	and	CCONJ
essd-1120	72	14	citrus	citrus	VERB
essd-1120	72	15	cwr	cwr	NOUN
essd-1120	72	16	during	during	ADP
essd-1120	72	17	the	the	DET
essd-1120	72	18	growth	growth	NOUN
essd-1120	72	19	period	period	NOUN
essd-1120	72	20	in	in	ADP
essd-1120	72	21	the	the	DET
essd-1120	72	22	study	study	NOUN
essd-1120	72	23	area	area	NOUN
essd-1120	72	24	were	be	AUX
essd-1120	72	25	estimated	estimate	VERB
essd-1120	72	26	using	use	VERB
essd-1120	72	27	the	the	DET
essd-1120	72	28	crop	crop	NOUN
essd-1120	72	29	coefficient	coefficient	NOUN
essd-1120	72	30	method	method	NOUN
essd-1120	72	31	by	by	ADP
essd-1120	72	32	the	the	DET
essd-1120	72	33	food	food	NOUN
essd-1120	72	34	and	and	CCONJ
essd-1120	72	35	agriculture	agriculture	NOUN
essd-1120	72	36	organization	organization	NOUN
essd-1120	72	37	(	(	PUNCT
essd-1120	72	38	fao	fao	PROPN
essd-1120	72	39	)	)	PUNCT
essd-1120	72	40	,	,	PUNCT
essd-1120	72	41	equation	equation	NOUN
essd-1120	72	42	(	(	PUNCT
essd-1120	72	43	2	2	NUM
essd-1120	72	44	):	):	PUNCT
essd-1120	72	45	etc	etc	X
essd-1120	72	46	=	=	PUNCT
essd-1120	72	47	et0	et0	NOUN
essd-1120	72	48	×	×	PROPN
essd-1120	72	49	kc	kc	PROPN
essd-1120	72	50	(	(	PUNCT
essd-1120	72	51	2	2	NUM
essd-1120	72	52	)	)	PUNCT
essd-1120	72	53	where	where	SCONJ
essd-1120	72	54	etc	etc	X
essd-1120	72	55	is	be	AUX
essd-1120	72	56	the	the	DET
essd-1120	72	57	crop	crop	NOUN
essd-1120	72	58	evapotranspiration	evapotranspiration	NOUN
essd-1120	72	59	,	,	PUNCT
essd-1120	72	60	et0	et0	NOUN
essd-1120	72	61	is	be	AUX
essd-1120	72	62	the	the	DET
essd-1120	72	63	reference	reference	NOUN
essd-1120	72	64	evapotranspiration	evapotranspiration	NOUN
essd-1120	72	65	and	and	CCONJ
essd-1120	72	66	kc	kc	PROPN
essd-1120	72	67	is	be	AUX
essd-1120	72	68	the	the	DET
essd-1120	72	69	crop	crop	NOUN
essd-1120	72	70	coefficient	coefficient	NOUN
essd-1120	72	71	(	(	PUNCT
essd-1120	72	72	allen	allen	PROPN
essd-1120	72	73	et	et	PROPN
essd-1120	72	74	al	al	PROPN
essd-1120	72	75	.	.	PROPN
essd-1120	72	76	,1998	,1998	PUNCT
essd-1120	72	77	)	)	PUNCT
essd-1120	72	78	the	the	DET
essd-1120	72	79	water	water	NOUN
essd-1120	72	80	requirement	requirement	NOUN
essd-1120	72	81	for	for	ADP
essd-1120	72	82	the	the	DET
essd-1120	72	83	three	three	NUM
essd-1120	72	84	crops	crop	NOUN
essd-1120	72	85	is	be	AUX
essd-1120	72	86	calculated	calculate	VERB
essd-1120	72	87	as	as	ADP
essd-1120	72	88	follows	follow	NOUN
essd-1120	72	89	,	,	PUNCT
essd-1120	72	90	equation	equation	NOUN
essd-1120	72	91	(	(	PUNCT
essd-1120	72	92	3	3	NUM
essd-1120	72	93	):	):	PUNCT
essd-1120	72	94	cwr=	cwr=	NUM
essd-1120	72	95	etc	etc	X
essd-1120	72	96	-	-	X
essd-1120	72	97	pe	pe	INTJ
essd-1120	72	98	(	(	PUNCT
essd-1120	72	99	3	3	NUM
essd-1120	72	100	)	)	PUNCT
essd-1120	72	101	where	where	SCONJ
essd-1120	72	102	cwr	cwr	PROPN
essd-1120	72	103	is	be	AUX
essd-1120	72	104	the	the	DET
essd-1120	72	105	crop	crop	NOUN
essd-1120	72	106	water	water	NOUN
essd-1120	72	107	requirement	requirement	NOUN
essd-1120	72	108	and	and	CCONJ
essd-1120	72	109	pe	pe	PROPN
essd-1120	72	110	is	be	AUX
essd-1120	72	111	the	the	DET
essd-1120	72	112	effective	effective	ADJ
essd-1120	72	113	precipitation	precipitation	NOUN
essd-1120	72	114	.	.	PUNCT
essd-1120	73	1	2.3.3	2.3.3	X
essd-1120	73	2	.	.	PUNCT
essd-1120	73	3	crop	crop	NOUN
essd-1120	73	4	coefficient	coefficient	NOUN
essd-1120	73	5	(	(	PUNCT
essd-1120	73	6	kc	kc	PROPN
essd-1120	73	7	)	)	PUNCT
essd-1120	73	8	kc	kc	PROPN
essd-1120	73	9	at	at	ADP
essd-1120	73	10	different	different	ADJ
essd-1120	73	11	stages	stage	NOUN
essd-1120	73	12	(	(	PUNCT
essd-1120	73	13	kcini	kcini	PROPN
essd-1120	73	14	,	,	PUNCT
essd-1120	73	15	kcmid	kcmid	ADJ
essd-1120	73	16	and	and	CCONJ
essd-1120	73	17	kcend	kcend	NOUN
essd-1120	73	18	)	)	PUNCT
essd-1120	73	19	where	where	SCONJ
essd-1120	73	20	rice	rice	NOUN
essd-1120	73	21	,	,	PUNCT
essd-1120	73	22	sugarcane	sugarcane	NOUN
essd-1120	73	23	,	,	PUNCT
essd-1120	73	24	citrus	citrus	NOUN
essd-1120	73	25	,	,	PUNCT
essd-1120	73	26	sunflower	sunflower	NOUN
essd-1120	73	27	,	,	PUNCT
essd-1120	73	28	and	and	CCONJ
essd-1120	73	29	cereals	cereal	NOUN
essd-1120	73	30	were	be	AUX
essd-1120	73	31	calculated	calculate	VERB
essd-1120	73	32	using	use	VERB
essd-1120	73	33	the	the	DET
essd-1120	73	34	fao	fao	ADJ
essd-1120	73	35	single	single	ADJ
essd-1120	73	36	crop	crop	NOUN
essd-1120	73	37	coefficient	coefficient	NOUN
essd-1120	73	38	method	method	NOUN
essd-1120	73	39	.	.	PUNCT
essd-1120	74	1	these	these	DET
essd-1120	74	2	values	value	NOUN
essd-1120	74	3	are	be	AUX
essd-1120	74	4	based	base	VERB
essd-1120	74	5	on	on	ADP
essd-1120	74	6	meteorological	meteorological	ADJ
essd-1120	74	7	and	and	CCONJ
essd-1120	74	8	soil	soil	NOUN
essd-1120	74	9	conditions	condition	NOUN
essd-1120	74	10	and	and	CCONJ
essd-1120	74	11	are	be	AUX
essd-1120	74	12	documented	document	VERB
essd-1120	74	13	in	in	ADP
essd-1120	74	14	the	the	DET
essd-1120	74	15	food	food	NOUN
essd-1120	74	16	and	and	CCONJ
essd-1120	74	17	agriculture	agriculture	NOUN
essd-1120	74	18	organization	organization	NOUN
essd-1120	74	19	(	(	PUNCT
essd-1120	74	20	1977	1977	NUM
essd-1120	74	21	)	)	PUNCT
essd-1120	74	22	,	,	PUNCT
essd-1120	74	23	which	which	PRON
essd-1120	74	24	provides	provide	VERB
essd-1120	74	25	comprehensive	comprehensive	ADJ
essd-1120	74	26	data	datum	NOUN
essd-1120	74	27	for	for	ADP
essd-1120	74	28	various	various	ADJ
essd-1120	74	29	climates	climate	NOUN
essd-1120	74	30	and	and	CCONJ
essd-1120	74	31	locations	location	NOUN
essd-1120	74	32	.	.	PUNCT
essd-1120	75	1	in	in	ADP
essd-1120	75	2	the	the	DET
essd-1120	75	3	early	early	ADJ
essd-1120	75	4	stage	stage	NOUN
essd-1120	75	5	of	of	ADP
essd-1120	75	6	crop	crop	NOUN
essd-1120	75	7	growth	growth	NOUN
essd-1120	75	8	,	,	PUNCT
essd-1120	75	9	kcini	kcini	ADJ
essd-1120	75	10	values	value	NOUN
essd-1120	75	11	are	be	AUX
essd-1120	75	12	mainly	mainly	ADV
essd-1120	75	13	based	base	VERB
essd-1120	75	14	on	on	ADP
essd-1120	75	15	fao	fao	PROPN
essd-1120	75	16	’s	’s	PART
essd-1120	75	17	standard	standard	ADJ
essd-1120	75	18	values	value	NOUN
essd-1120	75	19	at	at	ADP
essd-1120	75	20	the	the	DET
essd-1120	75	21	initial	initial	ADJ
essd-1120	75	22	stage	stage	NOUN
essd-1120	75	23	multiplied	multiply	VERB
essd-1120	75	24	by	by	ADP
essd-1120	75	25	the	the	DET
essd-1120	75	26	fraction	fraction	NOUN
essd-1120	75	27	of	of	ADP
essd-1120	75	28	surface	surface	NOUN
essd-1120	75	29	wetted	wet	VERB
essd-1120	75	30	by	by	ADP
essd-1120	75	31	irrigation	irrigation	NOUN
essd-1120	75	32	or	or	CCONJ
essd-1120	75	33	rain	rain	NOUN
essd-1120	75	34	.	.	PUNCT
essd-1120	76	1	2.3.4	2.3.4	X
essd-1120	76	2	.	.	NOUN
essd-1120	76	3	effective	effective	ADJ
essd-1120	76	4	precipitation	precipitation	NOUN
essd-1120	76	5	effective	effective	ADJ
essd-1120	76	6	rainfall	rainfall	NOUN
essd-1120	76	7	is	be	AUX
essd-1120	76	8	calculated	calculate	VERB
essd-1120	76	9	using	use	VERB
essd-1120	76	10	the	the	DET
essd-1120	76	11	department	department	NOUN
essd-1120	76	12	of	of	ADP
essd-1120	76	13	soil	soil	NOUN
essd-1120	76	14	and	and	CCONJ
essd-1120	76	15	water	water	NOUN
essd-1120	76	16	conservation	conservation	NOUN
essd-1120	76	17	of	of	ADP
essd-1120	76	18	the	the	DET
essd-1120	76	19	united	united	PROPN
essd-1120	76	20	states	states	PROPN
essd-1120	76	21	department	department	PROPN
essd-1120	76	22	of	of	ADP
essd-1120	76	23	agriculture	agriculture	PROPN
essd-1120	76	24	method	method	NOUN
essd-1120	76	25	according	accord	VERB
essd-1120	76	26	to	to	ADP
essd-1120	76	27	the	the	DET
essd-1120	76	28	following	follow	VERB
essd-1120	76	29	equation(4	equation(4	PROPN
essd-1120	76	30	):	):	PUNCT
essd-1120	76	31	cheikhaoui/	cheikhaoui/	NUM
essd-1120	76	32	environmental	environmental	ADJ
essd-1120	76	33	science	science	NOUN
essd-1120	76	34	and	and	CCONJ
essd-1120	76	35	sustainable	sustainable	ADJ
essd-1120	76	36	development	development	NOUN
essd-1120	76	37	pg	pg	NOUN
essd-1120	76	38	.	.	PROPN
essd-1120	76	39	6	6	NUM
essd-1120	76	40	peff	peff	NOUN
essd-1120	76	41	=	=	SYM
essd-1120	76	42	(	(	PUNCT
essd-1120	76	43	4	4	NUM
essd-1120	76	44	)	)	PUNCT
essd-1120	76	45	where	where	SCONJ
essd-1120	76	46	pmonth	pmonth	NOUN
essd-1120	76	47	is	be	AUX
essd-1120	76	48	the	the	DET
essd-1120	76	49	actual	actual	ADJ
essd-1120	76	50	monthly	monthly	ADJ
essd-1120	76	51	precipitation	precipitation	NOUN
essd-1120	76	52	.	.	PUNCT
essd-1120	77	1	2.3.5	2.3.5	NUM
essd-1120	77	2	.	.	PUNCT
essd-1120	77	3	irrigation	irrigation	NOUN
essd-1120	77	4	efficiency	efficiency	NOUN
essd-1120	77	5	(	(	PUNCT
essd-1120	77	6	ie	ie	X
essd-1120	77	7	)	)	PUNCT
essd-1120	77	8	water	water	NOUN
essd-1120	77	9	use	use	NOUN
essd-1120	77	10	efficiency	efficiency	NOUN
essd-1120	77	11	in	in	ADP
essd-1120	77	12	irrigated	irrigated	ADJ
essd-1120	77	13	agriculture	agriculture	NOUN
essd-1120	77	14	is	be	AUX
essd-1120	77	15	the	the	DET
essd-1120	77	16	ratio	ratio	NOUN
essd-1120	77	17	of	of	ADP
essd-1120	77	18	estimated	estimate	VERB
essd-1120	77	19	irrigation	irrigation	NOUN
essd-1120	77	20	water	water	NOUN
essd-1120	77	21	requirements	requirement	NOUN
essd-1120	77	22	to	to	ADP
essd-1120	77	23	the	the	DET
essd-1120	77	24	actual	actual	ADJ
essd-1120	77	25	water	water	NOUN
essd-1120	77	26	withdrawal	withdrawal	NOUN
essd-1120	77	27	from	from	ADP
essd-1120	77	28	river	river	NOUN
essd-1120	77	29	channels	channel	NOUN
essd-1120	77	30	or	or	CCONJ
essd-1120	77	31	reservoirs	reservoir	NOUN
essd-1120	77	32	(	(	PUNCT
essd-1120	77	33	fao,2022	fao,2022	NOUN
essd-1120	77	34	)	)	PUNCT
essd-1120	77	35	.	.	PUNCT
essd-1120	78	1	the	the	DET
essd-1120	78	2	ie	ie	ADJ
essd-1120	78	3	values	value	NOUN
essd-1120	78	4	utilized	utilize	VERB
essd-1120	78	5	in	in	ADP
essd-1120	78	6	this	this	DET
essd-1120	78	7	study	study	NOUN
essd-1120	78	8	to	to	PART
essd-1120	78	9	calculate	calculate	VERB
essd-1120	78	10	the	the	DET
essd-1120	78	11	irrigation	irrigation	NOUN
essd-1120	78	12	water	water	NOUN
essd-1120	78	13	requirement	requirement	NOUN
essd-1120	78	14	(	(	PUNCT
essd-1120	78	15	iwr	iwr	NOUN
essd-1120	78	16	)	)	PUNCT
essd-1120	78	17	for	for	ADP
essd-1120	78	18	different	different	ADJ
essd-1120	78	19	provinces	province	NOUN
essd-1120	78	20	in	in	ADP
essd-1120	78	21	the	the	DET
essd-1120	78	22	gharb	gharb	NOUN
essd-1120	78	23	region	region	NOUN
essd-1120	78	24	are	be	AUX
essd-1120	78	25	obtained	obtain	VERB
essd-1120	78	26	from	from	ADP
essd-1120	78	27	the	the	DET
essd-1120	78	28	ormvag	ormvag	NOUN
essd-1120	78	29	.	.	PUNCT
essd-1120	79	1	these	these	DET
essd-1120	79	2	values	value	NOUN
essd-1120	79	3	,	,	PUNCT
essd-1120	79	4	outlined	outline	VERB
essd-1120	79	5	in	in	ADP
essd-1120	79	6	table	table	NOUN
essd-1120	79	7	2	2	NUM
essd-1120	79	8	,	,	PUNCT
essd-1120	79	9	take	take	VERB
essd-1120	79	10	into	into	ADP
essd-1120	79	11	account	account	NOUN
essd-1120	79	12	factors	factor	NOUN
essd-1120	79	13	such	such	ADJ
essd-1120	79	14	as	as	ADP
essd-1120	79	15	irrigation	irrigation	NOUN
essd-1120	79	16	system	system	NOUN
essd-1120	79	17	management	management	NOUN
essd-1120	79	18	,	,	PUNCT
essd-1120	79	19	water	water	NOUN
essd-1120	79	20	distribution	distribution	NOUN
essd-1120	79	21	characteristics	characteristic	NOUN
essd-1120	79	22	,	,	PUNCT
essd-1120	79	23	crop	crop	NOUN
essd-1120	79	24	water	water	NOUN
essd-1120	79	25	use	use	NOUN
essd-1120	79	26	rates	rate	NOUN
essd-1120	79	27	,	,	PUNCT
essd-1120	79	28	as	as	ADV
essd-1120	79	29	well	well	ADV
essd-1120	79	30	as	as	ADP
essd-1120	79	31	weather	weather	NOUN
essd-1120	79	32	and	and	CCONJ
essd-1120	79	33	soil	soil	NOUN
essd-1120	79	34	conditions	condition	NOUN
essd-1120	79	35	.	.	PUNCT
essd-1120	80	1	table	table	NOUN
essd-1120	80	2	2	2	NUM
essd-1120	80	3	:	:	PUNCT
essd-1120	80	4	irrigation	irrigation	NOUN
essd-1120	80	5	efficiency	efficiency	NOUN
essd-1120	80	6	for	for	ADP
essd-1120	80	7	the	the	DET
essd-1120	80	8	equipped	equip	VERB
essd-1120	80	9	area	area	NOUN
essd-1120	80	10	of	of	ADP
essd-1120	80	11	the	the	DET
essd-1120	80	12	gharb	gharb	NOUN
essd-1120	80	13	plain	plain	ADV
essd-1120	80	14	between	between	ADP
essd-1120	80	15	2019	2019	NUM
essd-1120	80	16	and	and	CCONJ
essd-1120	80	17	2022	2022	NUM
essd-1120	80	18	.	.	PUNCT
essd-1120	81	1	year	year	NOUN
essd-1120	81	2	2019	2019	NUM
essd-1120	81	3	2020	2020	NUM
essd-1120	81	4	2021	2021	NUM
essd-1120	81	5	2022	2022	NUM
essd-1120	81	6	ie	ie	ADP
essd-1120	81	7	71	71	NUM
essd-1120	81	8	%	%	NOUN
essd-1120	81	9	73	73	NUM
essd-1120	81	10	%	%	NOUN
essd-1120	81	11	76	76	NUM
essd-1120	81	12	%	%	NOUN
essd-1120	81	13	75	75	NUM
essd-1120	81	14	%	%	NOUN
essd-1120	81	15	2.3.6	2.3.6	NUM
essd-1120	81	16	.	.	PUNCT
essd-1120	82	1	irrigation	irrigation	NOUN
essd-1120	82	2	water	water	NOUN
essd-1120	82	3	requirement	requirement	NOUN
essd-1120	82	4	(	(	PUNCT
essd-1120	82	5	iwr	iwr	PROPN
essd-1120	82	6	)	)	PUNCT
essd-1120	82	7	the	the	DET
essd-1120	82	8	net	net	ADJ
essd-1120	82	9	irrigation	irrigation	NOUN
essd-1120	82	10	water	water	NOUN
essd-1120	82	11	requirement	requirement	NOUN
essd-1120	82	12	(	(	PUNCT
essd-1120	82	13	iwr	iwr	PROPN
essd-1120	82	14	)	)	PUNCT
essd-1120	82	15	(	(	PUNCT
essd-1120	82	16	5	5	X
essd-1120	82	17	)	)	PUNCT
essd-1120	82	18	can	can	AUX
essd-1120	82	19	be	be	AUX
essd-1120	82	20	calculated	calculate	VERB
essd-1120	82	21	by	by	ADP
essd-1120	82	22	(	(	PUNCT
essd-1120	82	23	li	li	PROPN
essd-1120	82	24	y.	y.	PROPN
essd-1120	82	25	and	and	CCONJ
essd-1120	82	26	al	al	PROPN
essd-1120	82	27	.	.	PROPN
essd-1120	82	28	,	,	PUNCT
essd-1120	82	29	2020	2020	NUM
essd-1120	82	30	):	):	PUNCT
essd-1120	82	31	iwr=	iwr=	PROPN
essd-1120	82	32	a	a	DET
essd-1120	82	33	cwr	cwr	NOUN
essd-1120	82	34	/	/	SYM
essd-1120	82	35	ie	ie	X
essd-1120	82	36	(	(	PUNCT
essd-1120	82	37	5	5	NUM
essd-1120	82	38	)	)	PUNCT
essd-1120	82	39	where	where	SCONJ
essd-1120	82	40	a	a	PRON
essd-1120	82	41	is	be	AUX
essd-1120	82	42	the	the	DET
essd-1120	82	43	planting	planting	NOUN
essd-1120	82	44	area	area	NOUN
essd-1120	82	45	of	of	ADP
essd-1120	82	46	the	the	DET
essd-1120	82	47	crop	crop	NOUN
essd-1120	82	48	,	,	PUNCT
essd-1120	82	49	and	and	CCONJ
essd-1120	82	50	cwr	cwr	PROPN
essd-1120	82	51	is	be	AUX
essd-1120	82	52	the	the	DET
essd-1120	82	53	crop	crop	NOUN
essd-1120	82	54	water	water	NOUN
essd-1120	82	55	requirement	requirement	NOUN
essd-1120	82	56	.	.	PUNCT
essd-1120	83	1	3	3	X
essd-1120	83	2	.	.	X
essd-1120	83	3	results	result	VERB
essd-1120	83	4	3.1	3.1	NUM
essd-1120	83	5	.	.	PUNCT
essd-1120	84	1	vegetation	vegetation	NOUN
essd-1120	84	2	indices	index	NOUN
essd-1120	84	3	changes	change	VERB
essd-1120	84	4	our	our	PRON
essd-1120	84	5	study	study	NOUN
essd-1120	84	6	utilized	utilize	VERB
essd-1120	84	7	landsat	landsat	PROPN
essd-1120	84	8	imagery	imagery	NOUN
essd-1120	84	9	,	,	PUNCT
essd-1120	84	10	accessible	accessible	ADJ
essd-1120	84	11	through	through	ADP
essd-1120	84	12	the	the	DET
essd-1120	84	13	cloud	cloud	NOUN
essd-1120	84	14	-	-	PUNCT
essd-1120	84	15	computing	compute	VERB
essd-1120	84	16	platform	platform	NOUN
essd-1120	84	17	google	google	PROPN
essd-1120	84	18	earth	earth	NOUN
essd-1120	84	19	engine	engine	NOUN
essd-1120	84	20	(	(	PUNCT
essd-1120	84	21	gee	gee	NOUN
essd-1120	84	22	)	)	PUNCT
essd-1120	84	23	,	,	PUNCT
essd-1120	84	24	to	to	PART
essd-1120	84	25	analyze	analyze	VERB
essd-1120	84	26	temporal	temporal	ADJ
essd-1120	84	27	trends	trend	NOUN
essd-1120	84	28	in	in	ADP
essd-1120	84	29	vegetation	vegetation	NOUN
essd-1120	84	30	indices	index	NOUN
essd-1120	84	31	within	within	ADP
essd-1120	84	32	the	the	DET
essd-1120	84	33	gharb	gharb	NOUN
essd-1120	84	34	-	-	PUNCT
essd-1120	84	35	irrigated	irrigate	VERB
essd-1120	84	36	perimeter	perimeter	NOUN
essd-1120	84	37	from	from	ADP
essd-1120	84	38	2013	2013	NUM
essd-1120	84	39	to	to	ADP
essd-1120	84	40	2023	2023	NUM
essd-1120	84	41	.	.	PUNCT
essd-1120	85	1	the	the	DET
essd-1120	85	2	selection	selection	NOUN
essd-1120	85	3	of	of	ADP
essd-1120	85	4	vegetation	vegetation	NOUN
essd-1120	85	5	indices	index	NOUN
essd-1120	85	6	,	,	PUNCT
essd-1120	85	7	including	include	VERB
essd-1120	85	8	the	the	DET
essd-1120	85	9	normalized	normalize	VERB
essd-1120	85	10	difference	difference	NOUN
essd-1120	85	11	vegetation	vegetation	NOUN
essd-1120	85	12	index	index	NOUN
essd-1120	85	13	(	(	PUNCT
essd-1120	85	14	ndvi	ndvi	PROPN
essd-1120	85	15	)	)	PUNCT
essd-1120	85	16	,	,	PUNCT
essd-1120	85	17	normalized	normalize	VERB
essd-1120	85	18	difference	difference	NOUN
essd-1120	85	19	water	water	NOUN
essd-1120	85	20	index	index	NOUN
essd-1120	85	21	(	(	PUNCT
essd-1120	85	22	ndwi	ndwi	PROPN
essd-1120	85	23	)	)	PUNCT
essd-1120	85	24	,	,	PUNCT
essd-1120	85	25	soil	soil	NOUN
essd-1120	85	26	adjusted	adjust	VERB
essd-1120	85	27	vegetation	vegetation	NOUN
essd-1120	85	28	index	index	NOUN
essd-1120	85	29	(	(	PUNCT
essd-1120	85	30	savi	savi	PROPN
essd-1120	85	31	)	)	PUNCT
essd-1120	85	32	,	,	PUNCT
essd-1120	85	33	enhanced	enhance	VERB
essd-1120	85	34	vegetation	vegetation	NOUN
essd-1120	85	35	index	index	NOUN
essd-1120	85	36	(	(	PUNCT
essd-1120	85	37	evi	evi	NOUN
essd-1120	85	38	)	)	PUNCT
essd-1120	85	39	,	,	PUNCT
essd-1120	85	40	and	and	CCONJ
essd-1120	85	41	green	green	ADJ
essd-1120	85	42	normalized	normalize	VERB
essd-1120	85	43	difference	difference	NOUN
essd-1120	85	44	vegetation	vegetation	NOUN
essd-1120	85	45	index	index	NOUN
essd-1120	85	46	(	(	PUNCT
essd-1120	85	47	gndvi	gndvi	PROPN
essd-1120	85	48	)	)	PUNCT
essd-1120	85	49	,	,	PUNCT
essd-1120	85	50	reflects	reflect	VERB
essd-1120	85	51	a	a	DET
essd-1120	85	52	comprehensive	comprehensive	ADJ
essd-1120	85	53	approach	approach	NOUN
essd-1120	85	54	to	to	ADP
essd-1120	85	55	understanding	understand	VERB
essd-1120	85	56	ecosystem	ecosystem	NOUN
essd-1120	85	57	dynamics	dynamic	NOUN
essd-1120	85	58	.	.	PUNCT
essd-1120	86	1	ndvi	ndvi	PROPN
essd-1120	86	2	,	,	PUNCT
essd-1120	86	3	a	a	DET
essd-1120	86	4	widely	widely	ADV
essd-1120	86	5	used	use	VERB
essd-1120	86	6	indicator	indicator	NOUN
essd-1120	86	7	of	of	ADP
essd-1120	86	8	vegetation	vegetation	NOUN
essd-1120	86	9	health	health	NOUN
essd-1120	86	10	,	,	PUNCT
essd-1120	86	11	assesses	assess	VERB
essd-1120	86	12	the	the	DET
essd-1120	86	13	presence	presence	NOUN
essd-1120	86	14	and	and	CCONJ
essd-1120	86	15	vigor	vigor	NOUN
essd-1120	86	16	of	of	ADP
essd-1120	86	17	vegetation	vegetation	NOUN
essd-1120	86	18	based	base	VERB
essd-1120	86	19	on	on	ADP
essd-1120	86	20	the	the	DET
essd-1120	86	21	contrast	contrast	NOUN
essd-1120	86	22	between	between	ADP
essd-1120	86	23	near	near	ADV
essd-1120	86	24	-	-	PUNCT
essd-1120	86	25	infrared	infrared	ADJ
essd-1120	86	26	and	and	CCONJ
essd-1120	86	27	red	red	ADJ
essd-1120	86	28	reflectance	reflectance	NOUN
essd-1120	86	29	.	.	PUNCT
essd-1120	87	1	ndwi	ndwi	PROPN
essd-1120	87	2	,	,	PUNCT
essd-1120	87	3	on	on	ADP
essd-1120	87	4	the	the	DET
essd-1120	87	5	other	other	ADJ
essd-1120	87	6	hand	hand	NOUN
essd-1120	87	7	,	,	PUNCT
essd-1120	87	8	highlights	highlight	VERB
essd-1120	87	9	water	water	NOUN
essd-1120	87	10	bodies	body	NOUN
essd-1120	87	11	by	by	ADP
essd-1120	87	12	exploiting	exploit	VERB
essd-1120	87	13	the	the	DET
essd-1120	87	14	contrast	contrast	NOUN
essd-1120	87	15	between	between	ADP
essd-1120	87	16	green	green	ADJ
essd-1120	87	17	and	and	CCONJ
essd-1120	87	18	near	near	ADV
essd-1120	87	19	-	-	PUNCT
essd-1120	87	20	infrared	infrared	ADJ
essd-1120	87	21	reflectance	reflectance	NOUN
essd-1120	87	22	.	.	PUNCT
essd-1120	88	1	savi	savi	PROPN
essd-1120	88	2	incorporates	incorporate	VERB
essd-1120	88	3	a	a	DET
essd-1120	88	4	soil	soil	NOUN
essd-1120	88	5	adjustment	adjustment	NOUN
essd-1120	88	6	factor	factor	NOUN
essd-1120	88	7	to	to	PART
essd-1120	88	8	better	well	ADV
essd-1120	88	9	account	account	VERB
essd-1120	88	10	for	for	ADP
essd-1120	88	11	soil	soil	NOUN
essd-1120	88	12	background	background	NOUN
essd-1120	88	13	effects	effect	NOUN
essd-1120	88	14	in	in	ADP
essd-1120	88	15	dense	dense	ADJ
essd-1120	88	16	vegetation	vegetation	NOUN
essd-1120	88	17	areas	area	NOUN
essd-1120	88	18	.	.	PUNCT
essd-1120	89	1	evi	evi	PROPN
essd-1120	89	2	,	,	PUNCT
essd-1120	89	3	developed	develop	VERB
essd-1120	89	4	to	to	PART
essd-1120	89	5	overcome	overcome	VERB
essd-1120	89	6	some	some	DET
essd-1120	89	7	limitations	limitation	NOUN
essd-1120	89	8	of	of	ADP
essd-1120	89	9	ndvi	ndvi	NOUN
essd-1120	89	10	,	,	PUNCT
essd-1120	89	11	provides	provide	VERB
essd-1120	89	12	enhanced	enhanced	ADJ
essd-1120	89	13	sensitivity	sensitivity	NOUN
essd-1120	89	14	in	in	ADP
essd-1120	89	15	regions	region	NOUN
essd-1120	89	16	with	with	ADP
essd-1120	89	17	dense	dense	ADJ
essd-1120	89	18	vegetation	vegetation	NOUN
essd-1120	89	19	.	.	PUNCT
essd-1120	90	1	gndvi	gndvi	PROPN
essd-1120	90	2	,	,	PUNCT
essd-1120	90	3	similar	similar	ADJ
essd-1120	90	4	to	to	ADP
essd-1120	90	5	ndvi	ndvi	NOUN
essd-1120	90	6	but	but	CCONJ
essd-1120	90	7	using	use	VERB
essd-1120	90	8	the	the	DET
essd-1120	90	9	green	green	ADJ
essd-1120	90	10	band	band	NOUN
essd-1120	90	11	instead	instead	ADV
essd-1120	90	12	of	of	ADP
essd-1120	90	13	the	the	DET
essd-1120	90	14	red	red	ADJ
essd-1120	90	15	band	band	PROPN
essd-1120	90	16	,	,	PUNCT
essd-1120	90	17	offers	offer	VERB
essd-1120	90	18	an	an	DET
essd-1120	90	19	alternative	alternative	ADJ
essd-1120	90	20	perspective	perspective	NOUN
essd-1120	90	21	on	on	ADP
essd-1120	90	22	vegetation	vegetation	NOUN
essd-1120	90	23	dynamics	dynamic	NOUN
essd-1120	90	24	.	.	PUNCT
essd-1120	91	1	by	by	ADP
essd-1120	91	2	analyzing	analyze	VERB
essd-1120	91	3	the	the	DET
essd-1120	91	4	temporal	temporal	ADJ
essd-1120	91	5	distribution	distribution	NOUN
essd-1120	91	6	of	of	ADP
essd-1120	91	7	these	these	DET
essd-1120	91	8	indices	index	NOUN
essd-1120	91	9	,	,	PUNCT
essd-1120	91	10	we	we	PRON
essd-1120	91	11	gain	gain	VERB
essd-1120	91	12	insights	insight	NOUN
essd-1120	91	13	into	into	ADP
essd-1120	91	14	long	long	ADJ
essd-1120	91	15	-	-	PUNCT
essd-1120	91	16	term	term	NOUN
essd-1120	91	17	vegetation	vegetation	NOUN
essd-1120	91	18	dynamics	dynamic	NOUN
essd-1120	91	19	,	,	PUNCT
essd-1120	91	20	including	include	VERB
essd-1120	91	21	seasonal	seasonal	ADJ
essd-1120	91	22	variations	variation	NOUN
essd-1120	91	23	,	,	PUNCT
essd-1120	91	24	trends	trend	NOUN
essd-1120	91	25	in	in	ADP
essd-1120	91	26	vegetation	vegetation	NOUN
essd-1120	91	27	health	health	NOUN
essd-1120	91	28	,	,	PUNCT
essd-1120	91	29	and	and	CCONJ
essd-1120	91	30	responses	response	NOUN
essd-1120	91	31	to	to	ADP
essd-1120	91	32	environmental	environmental	ADJ
essd-1120	91	33	factors	factor	NOUN
essd-1120	91	34	such	such	ADJ
essd-1120	91	35	as	as	ADP
essd-1120	91	36	water	water	NOUN
essd-1120	91	37	availability	availability	NOUN
essd-1120	91	38	and	and	CCONJ
essd-1120	91	39	land	land	NOUN
essd-1120	91	40	management	management	NOUN
essd-1120	91	41	practices	practice	NOUN
essd-1120	91	42	.	.	PUNCT
essd-1120	92	1	the	the	DET
essd-1120	92	2	line	line	NOUN
essd-1120	92	3	graph	graph	NOUN
essd-1120	92	4	illustrates	illustrate	VERB
essd-1120	92	5	the	the	DET
essd-1120	92	6	time	time	NOUN
essd-1120	92	7	series	series	NOUN
essd-1120	92	8	of	of	ADP
essd-1120	92	9	various	various	ADJ
essd-1120	92	10	vegetation	vegetation	NOUN
essd-1120	92	11	indices	index	NOUN
essd-1120	92	12	from	from	ADP
essd-1120	92	13	2013	2013	NUM
essd-1120	92	14	to	to	ADP
essd-1120	92	15	2023	2023	NUM
essd-1120	92	16	in	in	ADP
essd-1120	92	17	the	the	DET
essd-1120	92	18	gharb	gharb	NOUN
essd-1120	92	19	-	-	PUNCT
essd-1120	92	20	irrigated	irrigate	VERB
essd-1120	92	21	perimeter	perimeter	NOUN
essd-1120	92	22	.	.	PUNCT
essd-1120	93	1	(	(	PUNCT
essd-1120	93	2	fig.3	fig.3	PROPN
essd-1120	93	3	)	)	PUNCT
essd-1120	93	4	the	the	DET
essd-1120	93	5	graph	graph	NOUN
essd-1120	93	6	indicates	indicate	VERB
essd-1120	93	7	similar	similar	ADJ
essd-1120	93	8	trends	trend	NOUN
essd-1120	93	9	for	for	ADP
essd-1120	93	10	the	the	DET
essd-1120	93	11	normalized	normalize	VERB
essd-1120	93	12	difference	difference	NOUN
essd-1120	93	13	vegetation	vegetation	NOUN
essd-1120	93	14	index	index	NOUN
essd-1120	93	15	(	(	PUNCT
essd-1120	93	16	ndvi	ndvi	PROPN
essd-1120	93	17	)	)	PUNCT
essd-1120	93	18	,	,	PUNCT
essd-1120	93	19	enhanced	enhance	VERB
essd-1120	93	20	vegetation	vegetation	NOUN
essd-1120	93	21	index	index	NOUN
essd-1120	93	22	(	(	PUNCT
essd-1120	93	23	evi	evi	NOUN
essd-1120	93	24	)	)	PUNCT
essd-1120	93	25	,	,	PUNCT
essd-1120	93	26	and	and	CCONJ
essd-1120	93	27	green	green	ADJ
essd-1120	93	28	normalized	normalize	VERB
essd-1120	93	29	difference	difference	NOUN
essd-1120	93	30	vegetation	vegetation	NOUN
essd-1120	93	31	index	index	NOUN
essd-1120	93	32	(	(	PUNCT
essd-1120	93	33	gndvi	gndvi	PROPN
essd-1120	93	34	)	)	PUNCT
essd-1120	93	35	in	in	ADP
essd-1120	93	36	the	the	DET
essd-1120	93	37	gharb	gharb	NOUN
essd-1120	93	38	-	-	PUNCT
essd-1120	93	39	irrigated	irrigate	VERB
essd-1120	93	40	perimeter	perimeter	NOUN
essd-1120	93	41	during	during	ADP
essd-1120	93	42	the	the	DET
essd-1120	93	43	period	period	NOUN
essd-1120	93	44	.	.	PUNCT
essd-1120	94	1	the	the	DET
essd-1120	94	2	mean	mean	ADJ
essd-1120	94	3	values	value	NOUN
essd-1120	94	4	for	for	ADP
essd-1120	94	5	these	these	DET
essd-1120	94	6	indices	index	NOUN
essd-1120	94	7	peaked	peak	VERB
essd-1120	94	8	in	in	ADP
essd-1120	94	9	march	march	PROPN
essd-1120	94	10	2017	2017	NUM
essd-1120	94	11	,	,	PUNCT
essd-1120	94	12	with	with	ADP
essd-1120	94	13	ndvi	ndvi	NOUN
essd-1120	94	14	reaching	reach	VERB
essd-1120	94	15	0.657	0.657	NUM
essd-1120	94	16	,	,	PUNCT
essd-1120	94	17	gndvi	gndvi	PROPN
essd-1120	94	18	reaching	reach	VERB
essd-1120	94	19	0.568	0.568	NUM
essd-1120	94	20	,	,	PUNCT
essd-1120	94	21	and	and	CCONJ
essd-1120	94	22	evi	evi	NOUN
essd-1120	94	23	reaching	reach	VERB
essd-1120	94	24	0.651	0.651	NUM
essd-1120	94	25	.	.	PUNCT
essd-1120	95	1	regarding	regard	VERB
essd-1120	95	2	minimum	minimum	ADJ
essd-1120	95	3	values	value	NOUN
essd-1120	95	4	,	,	PUNCT
essd-1120	95	5	the	the	DET
essd-1120	95	6	ndvi	ndvi	NOUN
essd-1120	95	7	reached	reach	VERB
essd-1120	95	8	a	a	DET
essd-1120	95	9	mean	mean	NOUN
essd-1120	95	10	of	of	ADP
essd-1120	95	11	0.255	0.255	NUM
essd-1120	95	12	in	in	ADP
essd-1120	95	13	july	july	PROPN
essd-1120	95	14	2022	2022	NUM
essd-1120	95	15	,	,	PUNCT
essd-1120	95	16	the	the	DET
essd-1120	95	17	gndvi	gndvi	NOUN
essd-1120	95	18	reached	reach	VERB
essd-1120	95	19	0.237	0.237	NUM
essd-1120	95	20	in	in	ADP
essd-1120	95	21	november	november	PROPN
essd-1120	95	22	2013	2013	NUM
essd-1120	95	23	,	,	PUNCT
essd-1120	95	24	and	and	CCONJ
essd-1120	95	25	the	the	DET
essd-1120	95	26	evi	evi	NOUN
essd-1120	95	27	reached	reach	VERB
essd-1120	95	28	0.212	0.212	NUM
essd-1120	95	29	in	in	ADP
essd-1120	95	30	october	october	PROPN
essd-1120	95	31	2021	2021	NUM
essd-1120	95	32	.	.	PUNCT
essd-1120	96	1	conversely	conversely	ADV
essd-1120	96	2	,	,	PUNCT
essd-1120	96	3	the	the	DET
essd-1120	96	4	minimum	minimum	ADJ
essd-1120	96	5	mean	mean	NOUN
essd-1120	96	6	values	value	NOUN
essd-1120	96	7	for	for	ADP
essd-1120	96	8	these	these	DET
essd-1120	96	9	cheikhaoui/	cheikhaoui/	NUM
essd-1120	96	10	environmental	environmental	ADJ
essd-1120	96	11	science	science	NOUN
essd-1120	96	12	and	and	CCONJ
essd-1120	96	13	sustainable	sustainable	ADJ
essd-1120	96	14	development	development	NOUN
essd-1120	96	15	pg	pg	NOUN
essd-1120	96	16	.	.	PROPN
essd-1120	96	17	7	7	NUM
essd-1120	96	18	indices	index	NOUN
essd-1120	96	19	occurred	occur	VERB
essd-1120	96	20	at	at	ADP
essd-1120	96	21	different	different	ADJ
essd-1120	96	22	times	time	NOUN
essd-1120	96	23	.	.	PUNCT
essd-1120	97	1	ndvi	ndvi	PROPN
essd-1120	97	2	reached	reach	VERB
essd-1120	97	3	a	a	DET
essd-1120	97	4	minimum	minimum	NOUN
essd-1120	97	5	of	of	ADP
essd-1120	97	6	0.255	0.255	NUM
essd-1120	97	7	in	in	ADP
essd-1120	97	8	july	july	PROPN
essd-1120	97	9	2022	2022	NUM
essd-1120	97	10	,	,	PUNCT
essd-1120	97	11	gndvi	gndvi	PROPN
essd-1120	97	12	reached	reach	VERB
essd-1120	97	13	0.237	0.237	NUM
essd-1120	97	14	in	in	ADP
essd-1120	97	15	november	november	PROPN
essd-1120	97	16	2013	2013	NUM
essd-1120	97	17	,	,	PUNCT
essd-1120	97	18	and	and	CCONJ
essd-1120	97	19	evi	evi	NOUN
essd-1120	97	20	reached	reach	VERB
essd-1120	97	21	0.212	0.212	NUM
essd-1120	97	22	in	in	ADP
essd-1120	97	23	october	october	PROPN
essd-1120	97	24	2021	2021	NUM
essd-1120	97	25	.	.	PUNCT
essd-1120	98	1	in	in	ADP
essd-1120	98	2	contrast	contrast	NOUN
essd-1120	98	3	,	,	PUNCT
essd-1120	98	4	the	the	DET
essd-1120	98	5	savi	savi	NOUN
essd-1120	98	6	(	(	PUNCT
essd-1120	98	7	soil	soil	NOUN
essd-1120	98	8	adjusted	adjust	VERB
essd-1120	98	9	vegetation	vegetation	NOUN
essd-1120	98	10	index	index	NOUN
essd-1120	98	11	)	)	PUNCT
essd-1120	98	12	indices	index	NOUN
essd-1120	98	13	displayed	display	VERB
essd-1120	98	14	different	different	ADJ
essd-1120	98	15	fluctuations	fluctuation	NOUN
essd-1120	98	16	.	.	PUNCT
essd-1120	99	1	savi	savi	VERB
essd-1120	99	2	peaked	peak	VERB
essd-1120	99	3	at	at	ADP
essd-1120	99	4	0.197	0.197	NUM
essd-1120	99	5	in	in	ADP
essd-1120	99	6	march	march	PROPN
essd-1120	99	7	2017	2017	NUM
essd-1120	99	8	and	and	CCONJ
essd-1120	99	9	reached	reach	VERB
essd-1120	99	10	a	a	DET
essd-1120	99	11	minimum	minimum	NOUN
essd-1120	99	12	of	of	ADP
essd-1120	99	13	0.064	0.064	NUM
essd-1120	99	14	in	in	ADP
essd-1120	99	15	november	november	PROPN
essd-1120	99	16	2013	2013	NUM
essd-1120	99	17	.	.	PUNCT
essd-1120	100	1	furthermore	furthermore	ADV
essd-1120	100	2	,	,	PUNCT
essd-1120	100	3	the	the	DET
essd-1120	100	4	ndwi	ndwi	NOUN
essd-1120	100	5	(	(	PUNCT
essd-1120	100	6	normalized	normalize	VERB
essd-1120	100	7	difference	difference	NOUN
essd-1120	100	8	water	water	NOUN
essd-1120	100	9	index	index	NOUN
essd-1120	100	10	)	)	PUNCT
essd-1120	100	11	peaked	peak	VERB
essd-1120	100	12	in	in	ADP
essd-1120	100	13	december	december	PROPN
essd-1120	100	14	2016	2016	NUM
essd-1120	100	15	at	at	ADP
essd-1120	100	16	-0.244	-0.244	PROPN
essd-1120	100	17	and	and	CCONJ
essd-1120	100	18	reached	reach	VERB
essd-1120	100	19	a	a	DET
essd-1120	100	20	minimum	minimum	NOUN
essd-1120	100	21	of	of	ADP
essd-1120	100	22	-0.372	-0.372	PROPN
essd-1120	100	23	in	in	ADP
essd-1120	100	24	may	may	PROPN
essd-1120	100	25	2020	2020	NUM
essd-1120	100	26	.	.	PUNCT
essd-1120	101	1	figure	figure	VERB
essd-1120	101	2	3	3	NUM
essd-1120	101	3	:	:	PUNCT
essd-1120	101	4	time	time	NOUN
essd-1120	101	5	series	series	NOUN
essd-1120	101	6	for	for	ADP
essd-1120	101	7	vegetation	vegetation	NOUN
essd-1120	101	8	indices	index	NOUN
essd-1120	101	9	between	between	ADP
essd-1120	101	10	2013	2013	NUM
essd-1120	101	11	and	and	CCONJ
essd-1120	101	12	2023(gee	2023(gee	NUM
essd-1120	101	13	platform	platform	NOUN
essd-1120	101	14	)	)	PUNCT
essd-1120	101	15	3.2	3.2	NUM
essd-1120	101	16	.	.	PUNCT
essd-1120	102	1	google	google	PROPN
essd-1120	102	2	earth	earth	NOUN
essd-1120	102	3	engine	engine	NOUN
essd-1120	102	4	crop	crop	NOUN
essd-1120	102	5	classification	classification	NOUN
essd-1120	102	6	analysis	analysis	NOUN
essd-1120	102	7	using	use	VERB
essd-1120	102	8	google	google	PROPN
essd-1120	102	9	earth	earth	NOUN
essd-1120	102	10	engine	engine	NOUN
essd-1120	102	11	,	,	PUNCT
essd-1120	102	12	we	we	PRON
essd-1120	102	13	conducted	conduct	VERB
essd-1120	102	14	a	a	DET
essd-1120	102	15	classification	classification	NOUN
essd-1120	102	16	analysis	analysis	NOUN
essd-1120	102	17	aimed	aim	VERB
essd-1120	102	18	at	at	ADP
essd-1120	102	19	mapping	map	VERB
essd-1120	102	20	crop	crop	NOUN
essd-1120	102	21	types	type	NOUN
essd-1120	102	22	across	across	ADP
essd-1120	102	23	the	the	DET
essd-1120	102	24	gharbirrigated	gharbirrigated	ADJ
essd-1120	102	25	perimeter	perimeter	NOUN
essd-1120	102	26	(	(	PUNCT
essd-1120	102	27	fig.4	fig.4	PROPN
essd-1120	102	28	)	)	PUNCT
essd-1120	102	29	.	.	PUNCT
essd-1120	103	1	leveraging	leverage	VERB
essd-1120	103	2	the	the	DET
essd-1120	103	3	capabilities	capability	NOUN
essd-1120	103	4	of	of	ADP
essd-1120	103	5	this	this	DET
essd-1120	103	6	platform	platform	NOUN
essd-1120	103	7	,	,	PUNCT
essd-1120	103	8	we	we	PRON
essd-1120	103	9	employed	employ	VERB
essd-1120	103	10	a	a	DET
essd-1120	103	11	classifier	classifier	NOUN
essd-1120	103	12	trained	train	VERB
essd-1120	103	13	with	with	ADP
essd-1120	103	14	landsat	landsat	PROPN
essd-1120	103	15	imagery	imagery	NOUN
essd-1120	103	16	and	and	CCONJ
essd-1120	103	17	ground	ground	NOUN
essd-1120	103	18	-	-	PUNCT
essd-1120	103	19	truth	truth	NOUN
essd-1120	103	20	data	datum	NOUN
essd-1120	103	21	.	.	PUNCT
essd-1120	104	1	the	the	DET
essd-1120	104	2	result	result	NOUN
essd-1120	104	3	was	be	AUX
essd-1120	104	4	a	a	DET
essd-1120	104	5	classification	classification	NOUN
essd-1120	104	6	map	map	NOUN
essd-1120	104	7	boasting	boast	VERB
essd-1120	104	8	an	an	DET
essd-1120	104	9	impressive	impressive	ADJ
essd-1120	104	10	100	100	NUM
essd-1120	104	11	%	%	NOUN
essd-1120	104	12	accuracy	accuracy	NOUN
essd-1120	104	13	rate	rate	NOUN
essd-1120	104	14	,	,	PUNCT
essd-1120	104	15	indicative	indicative	ADJ
essd-1120	104	16	of	of	ADP
essd-1120	104	17	the	the	DET
essd-1120	104	18	reliability	reliability	NOUN
essd-1120	104	19	and	and	CCONJ
essd-1120	104	20	precision	precision	NOUN
essd-1120	104	21	of	of	ADP
essd-1120	104	22	our	our	PRON
essd-1120	104	23	approach	approach	NOUN
essd-1120	104	24	.	.	PUNCT
essd-1120	105	1	our	our	PRON
essd-1120	105	2	observations	observation	NOUN
essd-1120	105	3	unveiled	unveil	VERB
essd-1120	105	4	distinct	distinct	ADJ
essd-1120	105	5	spatial	spatial	ADJ
essd-1120	105	6	patterns	pattern	NOUN
essd-1120	105	7	where	where	SCONJ
essd-1120	105	8	various	various	ADJ
essd-1120	105	9	crops	crop	NOUN
essd-1120	105	10	,	,	PUNCT
essd-1120	105	11	including	include	VERB
essd-1120	105	12	rice	rice	NOUN
essd-1120	105	13	,	,	PUNCT
essd-1120	105	14	sugarcane	sugarcane	NOUN
essd-1120	105	15	,	,	PUNCT
essd-1120	105	16	citrus	citrus	NOUN
essd-1120	105	17	,	,	PUNCT
essd-1120	105	18	sunflower	sunflower	NOUN
essd-1120	105	19	,	,	PUNCT
essd-1120	105	20	and	and	CCONJ
essd-1120	105	21	cereals	cereal	NOUN
essd-1120	105	22	,	,	PUNCT
essd-1120	105	23	flourished	flourish	VERB
essd-1120	105	24	,	,	PUNCT
essd-1120	105	25	each	each	PRON
essd-1120	105	26	occupying	occupy	VERB
essd-1120	105	27	specific	specific	ADJ
essd-1120	105	28	geographic	geographic	ADJ
essd-1120	105	29	zones	zone	NOUN
essd-1120	105	30	dictated	dictate	VERB
essd-1120	105	31	by	by	ADP
essd-1120	105	32	environmental	environmental	ADJ
essd-1120	105	33	and	and	CCONJ
essd-1120	105	34	agronomic	agronomic	ADJ
essd-1120	105	35	factors	factor	NOUN
essd-1120	105	36	.	.	PUNCT
essd-1120	106	1	the	the	DET
essd-1120	106	2	concentrated	concentrated	ADJ
essd-1120	106	3	cultivation	cultivation	NOUN
essd-1120	106	4	of	of	ADP
essd-1120	106	5	rice	rice	NOUN
essd-1120	106	6	in	in	ADP
essd-1120	106	7	the	the	DET
essd-1120	106	8	northwest	northwest	ADJ
essd-1120	106	9	region	region	NOUN
essd-1120	106	10	of	of	ADP
essd-1120	106	11	the	the	DET
essd-1120	106	12	irrigated	irrigated	ADJ
essd-1120	106	13	perimeter	perimeter	NOUN
essd-1120	106	14	,	,	PUNCT
essd-1120	106	15	encompassing	encompass	VERB
essd-1120	106	16	areas	area	NOUN
essd-1120	106	17	along	along	ADP
essd-1120	106	18	the	the	DET
essd-1120	106	19	province	province	NOUN
essd-1120	106	20	of	of	ADP
essd-1120	106	21	kenitra	kenitra	PROPN
essd-1120	106	22	and	and	CCONJ
essd-1120	106	23	sidi	sidi	NOUN
essd-1120	106	24	kacem	kacem	PROPN
essd-1120	106	25	.	.	PUNCT
essd-1120	107	1	in	in	ADP
essd-1120	107	2	contrast	contrast	NOUN
essd-1120	107	3	,	,	PUNCT
essd-1120	107	4	sugarcane	sugarcane	NOUN
essd-1120	107	5	fields	field	NOUN
essd-1120	107	6	dominate	dominate	VERB
essd-1120	107	7	the	the	DET
essd-1120	107	8	expansive	expansive	ADJ
essd-1120	107	9	plain	plain	ADJ
essd-1120	107	10	flanking	flanking	NOUN
essd-1120	107	11	both	both	DET
essd-1120	107	12	banks	bank	NOUN
essd-1120	107	13	of	of	ADP
essd-1120	107	14	the	the	DET
essd-1120	107	15	oued	oued	PROPN
essd-1120	107	16	sebou	sebou	PROPN
essd-1120	107	17	river	river	PROPN
essd-1120	107	18	,	,	PUNCT
essd-1120	107	19	showcasing	showcase	VERB
essd-1120	107	20	the	the	DET
essd-1120	107	21	suitability	suitability	NOUN
essd-1120	107	22	of	of	ADP
essd-1120	107	23	these	these	DET
essd-1120	107	24	areas	area	NOUN
essd-1120	107	25	for	for	ADP
essd-1120	107	26	this	this	DET
essd-1120	107	27	particular	particular	ADJ
essd-1120	107	28	crop	crop	NOUN
essd-1120	107	29	.	.	PUNCT
essd-1120	108	1	moving	move	VERB
essd-1120	108	2	further	far	ADV
essd-1120	108	3	,	,	PUNCT
essd-1120	108	4	we	we	PRON
essd-1120	108	5	noted	note	VERB
essd-1120	108	6	the	the	DET
essd-1120	108	7	cultivation	cultivation	NOUN
essd-1120	108	8	of	of	ADP
essd-1120	108	9	citrus	citrus	NOUN
essd-1120	108	10	orchards	orchard	NOUN
essd-1120	108	11	across	across	ADP
essd-1120	108	12	the	the	DET
essd-1120	108	13	plain	plain	ADJ
essd-1120	108	14	,	,	PUNCT
essd-1120	108	15	especially	especially	ADV
essd-1120	108	16	prevalent	prevalent	ADJ
essd-1120	108	17	within	within	ADP
essd-1120	108	18	the	the	DET
essd-1120	108	19	three	three	NUM
essd-1120	108	20	provinces	province	NOUN
essd-1120	108	21	of	of	ADP
essd-1120	108	22	the	the	DET
essd-1120	108	23	gharb	gharb	NOUN
essd-1120	108	24	.	.	PUNCT
essd-1120	109	1	these	these	DET
essd-1120	109	2	orchards	orchard	NOUN
essd-1120	109	3	thrive	thrive	VERB
essd-1120	109	4	in	in	ADP
essd-1120	109	5	the	the	DET
essd-1120	109	6	region	region	NOUN
essd-1120	109	7	's	's	PART
essd-1120	109	8	mild	mild	ADJ
essd-1120	109	9	climate	climate	NOUN
essd-1120	109	10	and	and	CCONJ
essd-1120	109	11	well	well	ADV
essd-1120	109	12	-	-	PUNCT
essd-1120	109	13	drained	drain	VERB
essd-1120	109	14	soils	soil	NOUN
essd-1120	109	15	,	,	PUNCT
essd-1120	109	16	forming	form	VERB
essd-1120	109	17	a	a	DET
essd-1120	109	18	distinct	distinct	ADJ
essd-1120	109	19	feature	feature	NOUN
essd-1120	109	20	of	of	ADP
essd-1120	109	21	the	the	DET
essd-1120	109	22	agricultural	agricultural	ADJ
essd-1120	109	23	landscape	landscape	NOUN
essd-1120	109	24	.	.	PUNCT
essd-1120	110	1	sunflower	sunflower	NOUN
essd-1120	110	2	fields	field	NOUN
essd-1120	110	3	,	,	PUNCT
essd-1120	110	4	characterized	characterize	VERB
essd-1120	110	5	by	by	ADP
essd-1120	110	6	their	their	PRON
essd-1120	110	7	vibrant	vibrant	ADJ
essd-1120	110	8	yellow	yellow	ADJ
essd-1120	110	9	blooms	bloom	NOUN
essd-1120	110	10	,	,	PUNCT
essd-1120	110	11	were	be	AUX
essd-1120	110	12	found	find	VERB
essd-1120	110	13	scattered	scatter	VERB
essd-1120	110	14	across	across	ADP
essd-1120	110	15	the	the	DET
essd-1120	110	16	northern	northern	ADJ
essd-1120	110	17	reaches	reach	NOUN
essd-1120	110	18	of	of	ADP
essd-1120	110	19	the	the	DET
essd-1120	110	20	study	study	NOUN
essd-1120	110	21	area	area	NOUN
essd-1120	110	22	.	.	PUNCT
essd-1120	111	1	the	the	DET
essd-1120	111	2	abundant	abundant	ADJ
essd-1120	111	3	sunlight	sunlight	NOUN
essd-1120	111	4	and	and	CCONJ
essd-1120	111	5	nutrient	nutrient	NOUN
essd-1120	111	6	-	-	PUNCT
essd-1120	111	7	rich	rich	ADJ
essd-1120	111	8	soils	soil	NOUN
essd-1120	111	9	provide	provide	VERB
essd-1120	111	10	optimal	optimal	ADJ
essd-1120	111	11	conditions	condition	NOUN
essd-1120	111	12	for	for	ADP
essd-1120	111	13	sunflower	sunflower	NOUN
essd-1120	111	14	cultivation	cultivation	NOUN
essd-1120	111	15	,	,	PUNCT
essd-1120	111	16	contributing	contribute	VERB
essd-1120	111	17	to	to	ADP
essd-1120	111	18	the	the	DET
essd-1120	111	19	agricultural	agricultural	ADJ
essd-1120	111	20	diversity	diversity	NOUN
essd-1120	111	21	of	of	ADP
essd-1120	111	22	the	the	DET
essd-1120	111	23	region	region	NOUN
essd-1120	111	24	.	.	PUNCT
essd-1120	112	1	lastly	lastly	ADV
essd-1120	112	2	,	,	PUNCT
essd-1120	112	3	cereal	cereal	NOUN
essd-1120	112	4	crops	crop	NOUN
essd-1120	112	5	,	,	PUNCT
essd-1120	112	6	including	include	VERB
essd-1120	112	7	wheat	wheat	NOUN
essd-1120	112	8	and	and	CCONJ
essd-1120	112	9	barley	barley	NOUN
essd-1120	112	10	,	,	PUNCT
essd-1120	112	11	make	make	VERB
essd-1120	112	12	their	their	PRON
essd-1120	112	13	mark	mark	NOUN
essd-1120	112	14	in	in	ADP
essd-1120	112	15	both	both	CCONJ
essd-1120	112	16	the	the	DET
essd-1120	112	17	northern	northern	ADJ
essd-1120	112	18	and	and	CCONJ
essd-1120	112	19	southern	southern	ADJ
essd-1120	112	20	parts	part	NOUN
essd-1120	112	21	of	of	ADP
essd-1120	112	22	the	the	DET
essd-1120	112	23	perimeter	perimeter	NOUN
essd-1120	112	24	.	.	PUNCT
essd-1120	113	1	these	these	DET
essd-1120	113	2	crops	crop	NOUN
essd-1120	113	3	benefit	benefit	VERB
essd-1120	113	4	from	from	ADP
essd-1120	113	5	cooler	cool	ADJ
essd-1120	113	6	temperatures	temperature	NOUN
essd-1120	113	7	and	and	CCONJ
essd-1120	113	8	seasonal	seasonal	ADJ
essd-1120	113	9	rainfall	rainfall	NOUN
essd-1120	113	10	,	,	PUNCT
essd-1120	113	11	creating	create	VERB
essd-1120	113	12	favorable	favorable	ADJ
essd-1120	113	13	conditions	condition	NOUN
essd-1120	113	14	for	for	ADP
essd-1120	113	15	their	their	PRON
essd-1120	113	16	growth	growth	NOUN
essd-1120	113	17	and	and	CCONJ
essd-1120	113	18	contributing	contribute	VERB
essd-1120	113	19	to	to	ADP
essd-1120	113	20	the	the	DET
essd-1120	113	21	agricultural	agricultural	ADJ
essd-1120	113	22	mosaic	mosaic	NOUN
essd-1120	113	23	of	of	ADP
essd-1120	113	24	the	the	DET
essd-1120	113	25	gharb	gharb	NOUN
essd-1120	113	26	-	-	PUNCT
essd-1120	113	27	irrigated	irrigate	VERB
essd-1120	113	28	perimeter	perimeter	NOUN
essd-1120	113	29	.	.	PUNCT
essd-1120	114	1	in	in	ADP
essd-1120	114	2	summary	summary	NOUN
essd-1120	114	3	,	,	PUNCT
essd-1120	114	4	our	our	PRON
essd-1120	114	5	classification	classification	NOUN
essd-1120	114	6	analysis	analysis	NOUN
essd-1120	114	7	not	not	PART
essd-1120	114	8	only	only	ADV
essd-1120	114	9	provides	provide	VERB
essd-1120	114	10	a	a	DET
essd-1120	114	11	detailed	detailed	ADJ
essd-1120	114	12	map	map	NOUN
essd-1120	114	13	of	of	ADP
essd-1120	114	14	crop	crop	NOUN
essd-1120	114	15	distribution	distribution	NOUN
essd-1120	114	16	but	but	CCONJ
essd-1120	114	17	also	also	ADV
essd-1120	114	18	offers	offer	VERB
essd-1120	114	19	valuable	valuable	ADJ
essd-1120	114	20	insights	insight	NOUN
essd-1120	114	21	into	into	ADP
essd-1120	114	22	the	the	DET
essd-1120	114	23	complex	complex	ADJ
essd-1120	114	24	interplay	interplay	NOUN
essd-1120	114	25	of	of	ADP
essd-1120	114	26	environmental	environmental	ADJ
essd-1120	114	27	factors	factor	NOUN
essd-1120	114	28	and	and	CCONJ
essd-1120	114	29	agricultural	agricultural	ADJ
essd-1120	114	30	practices	practice	NOUN
essd-1120	114	31	shaping	shape	VERB
essd-1120	114	32	the	the	DET
essd-1120	114	33	plain	plain	NOUN
essd-1120	114	34	of	of	ADP
essd-1120	114	35	the	the	DET
essd-1120	114	36	gharb	gharb	NOUN
essd-1120	114	37	-	-	PUNCT
essd-1120	114	38	irrigated	irrigate	VERB
essd-1120	114	39	perimeter	perimeter	NOUN
essd-1120	114	40	.	.	PUNCT
essd-1120	115	1	cheikhaoui/	cheikhaoui/	NUM
essd-1120	115	2	environmental	environmental	ADJ
essd-1120	115	3	science	science	NOUN
essd-1120	115	4	and	and	CCONJ
essd-1120	115	5	sustainable	sustainable	ADJ
essd-1120	115	6	development	development	NOUN
essd-1120	115	7	pg	pg	NOUN
essd-1120	115	8	.	.	PROPN
essd-1120	115	9	8	8	NUM
essd-1120	115	10	figure	figure	NOUN
essd-1120	115	11	4	4	NUM
essd-1120	115	12	:	:	PUNCT
essd-1120	115	13	classification	classification	NOUN
essd-1120	115	14	map	map	NOUN
essd-1120	115	15	of	of	ADP
essd-1120	115	16	crop	crop	NOUN
essd-1120	115	17	types	type	NOUN
essd-1120	115	18	in	in	ADP
essd-1120	115	19	the	the	DET
essd-1120	115	20	gharb	gharb	NOUN
essd-1120	115	21	-	-	PUNCT
essd-1120	115	22	irrigated	irrigate	VERB
essd-1120	115	23	perimeter	perimeter	NOUN
essd-1120	115	24	(	(	PUNCT
essd-1120	115	25	gee	gee	INTJ
essd-1120	115	26	,	,	PUNCT
essd-1120	115	27	2021	2021	NUM
essd-1120	115	28	)	)	PUNCT
essd-1120	115	29	3.3	3.3	NUM
essd-1120	115	30	.	.	PUNCT
essd-1120	116	1	temporal	temporal	ADJ
essd-1120	116	2	analysis	analysis	NOUN
essd-1120	116	3	of	of	ADP
essd-1120	116	4	crop	crop	NOUN
essd-1120	116	5	area	area	NOUN
essd-1120	116	6	dynamics	dynamic	VERB
essd-1120	116	7	the	the	DET
essd-1120	116	8	bar	bar	NOUN
essd-1120	116	9	chart	chart	NOUN
essd-1120	116	10	(	(	PUNCT
essd-1120	116	11	fig.5	fig.5	PROPN
essd-1120	116	12	)	)	PUNCT
essd-1120	116	13	illustrates	illustrate	VERB
essd-1120	116	14	the	the	DET
essd-1120	116	15	crop	crop	NOUN
essd-1120	116	16	area	area	NOUN
essd-1120	116	17	evolution	evolution	NOUN
essd-1120	116	18	in	in	ADP
essd-1120	116	19	the	the	DET
essd-1120	116	20	gharb	gharb	NOUN
essd-1120	116	21	-	-	PUNCT
essd-1120	116	22	irrigated	irrigate	VERB
essd-1120	116	23	perimeter	perimeter	NOUN
essd-1120	116	24	from	from	ADP
essd-1120	116	25	2019	2019	NUM
essd-1120	116	26	to	to	ADP
essd-1120	116	27	2022	2022	NUM
essd-1120	116	28	.	.	PUNCT
essd-1120	117	1	our	our	PRON
essd-1120	117	2	analysis	analysis	NOUN
essd-1120	117	3	of	of	ADP
essd-1120	117	4	this	this	DET
essd-1120	117	5	temporal	temporal	ADJ
essd-1120	117	6	crop	crop	NOUN
essd-1120	117	7	area	area	NOUN
essd-1120	117	8	evolution	evolution	NOUN
essd-1120	117	9	within	within	ADP
essd-1120	117	10	our	our	PRON
essd-1120	117	11	study	study	NOUN
essd-1120	117	12	area	area	NOUN
essd-1120	117	13	reveals	reveal	VERB
essd-1120	117	14	intriguing	intriguing	ADJ
essd-1120	117	15	trends	trend	NOUN
essd-1120	117	16	for	for	ADP
essd-1120	117	17	rice	rice	NOUN
essd-1120	117	18	,	,	PUNCT
essd-1120	117	19	sugarcane	sugarcane	NOUN
essd-1120	117	20	,	,	PUNCT
essd-1120	117	21	citrus	citrus	NOUN
essd-1120	117	22	,	,	PUNCT
essd-1120	117	23	sunflower	sunflower	NOUN
essd-1120	117	24	,	,	PUNCT
essd-1120	117	25	and	and	CCONJ
essd-1120	117	26	cereals	cereal	NOUN
essd-1120	117	27	.	.	PUNCT
essd-1120	118	1	notably	notably	ADV
essd-1120	118	2	,	,	PUNCT
essd-1120	118	3	rice	rice	NOUN
essd-1120	118	4	cultivation	cultivation	NOUN
essd-1120	118	5	showed	show	VERB
essd-1120	118	6	a	a	DET
essd-1120	118	7	fluctuation	fluctuation	NOUN
essd-1120	118	8	,	,	PUNCT
essd-1120	118	9	increasing	increase	VERB
essd-1120	118	10	from	from	ADP
essd-1120	118	11	6101.38	6101.38	NUM
essd-1120	118	12	hectares	hectare	NOUN
essd-1120	118	13	in	in	ADP
essd-1120	118	14	2019	2019	NUM
essd-1120	118	15	to	to	ADP
essd-1120	118	16	6604	6604	NUM
essd-1120	118	17	hectares	hectare	NOUN
essd-1120	118	18	in	in	ADP
essd-1120	118	19	2020	2020	NUM
essd-1120	118	20	,	,	PUNCT
essd-1120	118	21	declining	decline	VERB
essd-1120	118	22	to	to	ADP
essd-1120	118	23	5827.33	5827.33	NUM
essd-1120	118	24	hectares	hectare	NOUN
essd-1120	118	25	in	in	ADP
essd-1120	118	26	2021	2021	NUM
essd-1120	118	27	,	,	PUNCT
essd-1120	118	28	then	then	ADV
essd-1120	118	29	rebounding	rebound	VERB
essd-1120	118	30	to	to	ADP
essd-1120	118	31	7349.56	7349.56	NUM
essd-1120	118	32	hectares	hectare	NOUN
essd-1120	118	33	in	in	ADP
essd-1120	118	34	2022	2022	NUM
essd-1120	118	35	.	.	PUNCT
essd-1120	119	1	similarly	similarly	ADV
essd-1120	119	2	,	,	PUNCT
essd-1120	119	3	cereals	cereal	NOUN
essd-1120	119	4	experienced	experience	VERB
essd-1120	119	5	fluctuations	fluctuation	NOUN
essd-1120	119	6	,	,	PUNCT
essd-1120	119	7	increasing	increase	VERB
essd-1120	119	8	from	from	ADP
essd-1120	119	9	1011.76	1011.76	NUM
essd-1120	119	10	hectares	hectare	NOUN
essd-1120	119	11	in	in	ADP
essd-1120	119	12	2019	2019	NUM
essd-1120	119	13	to	to	ADP
essd-1120	119	14	9722	9722	NUM
essd-1120	119	15	hectares	hectare	NOUN
essd-1120	119	16	in	in	ADP
essd-1120	119	17	2020	2020	NUM
essd-1120	119	18	,	,	PUNCT
essd-1120	119	19	sharply	sharply	ADV
essd-1120	119	20	decreasing	decrease	VERB
essd-1120	119	21	in	in	ADP
essd-1120	119	22	2021	2021	NUM
essd-1120	119	23	,	,	PUNCT
essd-1120	119	24	then	then	ADV
essd-1120	119	25	rising	rise	VERB
essd-1120	119	26	again	again	ADV
essd-1120	119	27	in	in	ADP
essd-1120	119	28	2022.in	2022.in	NUM
essd-1120	119	29	contrast	contrast	NOUN
essd-1120	119	30	,	,	PUNCT
essd-1120	119	31	the	the	DET
essd-1120	119	32	sugarcane	sugarcane	NOUN
essd-1120	119	33	cultivation	cultivation	NOUN
essd-1120	119	34	saw	see	VERB
essd-1120	119	35	a	a	DET
essd-1120	119	36	general	general	ADJ
essd-1120	119	37	trend	trend	NOUN
essd-1120	119	38	of	of	ADP
essd-1120	119	39	decrease	decrease	NOUN
essd-1120	119	40	,	,	PUNCT
essd-1120	119	41	with	with	ADP
essd-1120	119	42	areas	area	NOUN
essd-1120	119	43	of	of	ADP
essd-1120	119	44	7530.79	7530.79	NUM
essd-1120	119	45	hectares	hectare	NOUN
essd-1120	119	46	in	in	ADP
essd-1120	119	47	2019	2019	NUM
essd-1120	119	48	,	,	PUNCT
essd-1120	119	49	6949	6949	NUM
essd-1120	119	50	hectares	hectare	NOUN
essd-1120	119	51	in	in	ADP
essd-1120	119	52	2020	2020	NUM
essd-1120	119	53	,	,	PUNCT
essd-1120	119	54	5829.37	5829.37	NUM
essd-1120	119	55	hectares	hectare	NOUN
essd-1120	119	56	in	in	ADP
essd-1120	119	57	2021	2021	NUM
essd-1120	119	58	,	,	PUNCT
essd-1120	119	59	and	and	CCONJ
essd-1120	119	60	4082.92	4082.92	NUM
essd-1120	119	61	hectares	hectare	NOUN
essd-1120	119	62	in	in	ADP
essd-1120	119	63	2022	2022	NUM
essd-1120	119	64	.	.	PUNCT
essd-1120	120	1	sugar	sugar	NOUN
essd-1120	120	2	beet	beet	PROPN
essd-1120	120	3	cultivation	cultivation	NOUN
essd-1120	120	4	area	area	NOUN
essd-1120	120	5	increased	increase	VERB
essd-1120	120	6	by	by	ADP
essd-1120	120	7	2677.74	2677.74	NUM
essd-1120	120	8	hectares	hectare	NOUN
essd-1120	120	9	from	from	ADP
essd-1120	120	10	2019	2019	NUM
essd-1120	120	11	to	to	ADP
essd-1120	120	12	2020	2020	NUM
essd-1120	120	13	and	and	CCONJ
essd-1120	120	14	by	by	ADP
essd-1120	120	15	1767.76	1767.76	NUM
essd-1120	120	16	hectares	hectare	NOUN
essd-1120	120	17	from	from	ADP
essd-1120	120	18	2020	2020	NUM
essd-1120	120	19	to	to	ADP
essd-1120	120	20	2021	2021	NUM
essd-1120	120	21	but	but	CCONJ
essd-1120	120	22	significantly	significantly	ADV
essd-1120	120	23	decreased	decrease	VERB
essd-1120	120	24	by	by	ADP
essd-1120	120	25	5309.42	5309.42	NUM
essd-1120	120	26	hectares	hectare	NOUN
essd-1120	120	27	in	in	ADP
essd-1120	120	28	2022	2022	NUM
essd-1120	120	29	.	.	PUNCT
essd-1120	121	1	meanwhile	meanwhile	ADV
essd-1120	121	2	,	,	PUNCT
essd-1120	121	3	sunflower	sunflower	NOUN
essd-1120	121	4	cultivation	cultivation	NOUN
essd-1120	121	5	area	area	NOUN
essd-1120	121	6	showed	show	VERB
essd-1120	121	7	a	a	DET
essd-1120	121	8	gradual	gradual	ADJ
essd-1120	121	9	increase	increase	NOUN
essd-1120	121	10	,	,	PUNCT
essd-1120	121	11	reaching	reach	VERB
essd-1120	121	12	3703.72	3703.72	NUM
essd-1120	121	13	hectares	hectare	NOUN
essd-1120	121	14	in	in	ADP
essd-1120	121	15	2022	2022	NUM
essd-1120	121	16	,	,	PUNCT
essd-1120	121	17	after	after	ADP
essd-1120	121	18	fluctuations	fluctuation	NOUN
essd-1120	121	19	from	from	ADP
essd-1120	121	20	257.35	257.35	NUM
essd-1120	121	21	hectares	hectare	NOUN
essd-1120	121	22	in	in	ADP
essd-1120	121	23	2019	2019	NUM
essd-1120	121	24	to	to	ADP
essd-1120	121	25	2307	2307	NUM
essd-1120	121	26	hectares	hectare	NOUN
essd-1120	121	27	in	in	ADP
essd-1120	121	28	2021	2021	NUM
essd-1120	121	29	and	and	CCONJ
essd-1120	121	30	a	a	DET
essd-1120	121	31	notable	notable	ADJ
essd-1120	121	32	decrease	decrease	NOUN
essd-1120	121	33	to	to	ADP
essd-1120	121	34	844.11	844.11	NUM
essd-1120	121	35	hectares	hectare	NOUN
essd-1120	121	36	in	in	ADP
essd-1120	121	37	2022	2022	NUM
essd-1120	121	38	.	.	PUNCT
essd-1120	122	1	citrus	citrus	PROPN
essd-1120	122	2	cultivation	cultivation	NOUN
essd-1120	122	3	area	area	NOUN
essd-1120	122	4	remained	remain	VERB
essd-1120	122	5	relatively	relatively	ADV
essd-1120	122	6	stable	stable	ADJ
essd-1120	122	7	,	,	PUNCT
essd-1120	122	8	starting	start	VERB
essd-1120	122	9	at	at	ADP
essd-1120	122	10	12152.41	12152.41	NUM
essd-1120	122	11	hectares	hectare	NOUN
essd-1120	122	12	in	in	ADP
essd-1120	122	13	2019	2019	NUM
essd-1120	122	14	,	,	PUNCT
essd-1120	122	15	increasing	increase	VERB
essd-1120	122	16	slightly	slightly	ADV
essd-1120	122	17	to	to	ADP
essd-1120	122	18	12192.57	12192.57	NUM
essd-1120	122	19	hectares	hectare	NOUN
essd-1120	122	20	in	in	ADP
essd-1120	122	21	2020	2020	NUM
essd-1120	122	22	,	,	PUNCT
essd-1120	122	23	decreasing	decrease	VERB
essd-1120	122	24	to	to	ADP
essd-1120	122	25	9269	9269	NUM
essd-1120	122	26	hectares	hectare	NOUN
essd-1120	122	27	in	in	ADP
essd-1120	122	28	2021	2021	NUM
essd-1120	122	29	,	,	PUNCT
essd-1120	122	30	rebounding	rebound	VERB
essd-1120	122	31	to	to	ADP
essd-1120	122	32	11707.43	11707.43	NUM
essd-1120	122	33	hectares	hectare	NOUN
essd-1120	122	34	in	in	ADP
essd-1120	122	35	2022	2022	NUM
essd-1120	122	36	,	,	PUNCT
essd-1120	122	37	then	then	ADV
essd-1120	122	38	decreasing	decrease	VERB
essd-1120	122	39	again	again	ADV
essd-1120	122	40	to	to	ADP
essd-1120	122	41	8915.32	8915.32	NUM
essd-1120	122	42	hectares	hectare	NOUN
essd-1120	122	43	.	.	PUNCT
essd-1120	123	1	figure	figure	VERB
essd-1120	123	2	5	5	NUM
essd-1120	123	3	:	:	PUNCT
essd-1120	123	4	crops	crop	NOUN
essd-1120	123	5	area	area	VERB
essd-1120	123	6	evolution	evolution	NOUN
essd-1120	123	7	between	between	ADP
essd-1120	123	8	2019	2019	NUM
essd-1120	123	9	and	and	CCONJ
essd-1120	123	10	2022	2022	NUM
essd-1120	123	11	cheikhaoui/	cheikhaoui/	NUM
essd-1120	123	12	environmental	environmental	ADJ
essd-1120	123	13	science	science	NOUN
essd-1120	123	14	and	and	CCONJ
essd-1120	123	15	sustainable	sustainable	ADJ
essd-1120	123	16	development	development	NOUN
essd-1120	123	17	pg	pg	NOUN
essd-1120	123	18	.	.	PUNCT
essd-1120	123	19	9	9	NUM
essd-1120	123	20	3.4	3.4	NUM
essd-1120	123	21	.	.	PUNCT
essd-1120	124	1	temporal	temporal	ADJ
essd-1120	124	2	analysis	analysis	NOUN
essd-1120	124	3	of	of	ADP
essd-1120	124	4	evapotranspiration	evapotranspiration	NOUN
essd-1120	124	5	,	,	PUNCT
essd-1120	124	6	precipitation	precipitation	NOUN
essd-1120	124	7	,	,	PUNCT
essd-1120	124	8	and	and	CCONJ
essd-1120	124	9	temperature	temperature	VERB
essd-1120	124	10	the	the	DET
essd-1120	124	11	line	line	NOUN
essd-1120	124	12	graph	graph	NOUN
essd-1120	124	13	(	(	PUNCT
essd-1120	124	14	fig.6	fig.6	PROPN
essd-1120	124	15	)	)	PUNCT
essd-1120	124	16	outlines	outline	VERB
essd-1120	124	17	evapotranspiration	evapotranspiration	NOUN
essd-1120	124	18	(	(	PUNCT
essd-1120	124	19	et0	et0	NOUN
essd-1120	124	20	)	)	PUNCT
essd-1120	124	21	,	,	PUNCT
essd-1120	124	22	temperature	temperature	NOUN
essd-1120	124	23	(	(	PUNCT
essd-1120	124	24	t	t	NOUN
essd-1120	124	25	)	)	PUNCT
essd-1120	124	26	and	and	CCONJ
essd-1120	124	27	precipitation	precipitation	NOUN
essd-1120	124	28	(	(	PUNCT
essd-1120	124	29	p	p	NOUN
essd-1120	124	30	)	)	PUNCT
essd-1120	124	31	changes	change	NOUN
essd-1120	124	32	from	from	ADP
essd-1120	124	33	2019	2019	NUM
essd-1120	124	34	to	to	ADP
essd-1120	124	35	2022	2022	NUM
essd-1120	124	36	across	across	ADP
essd-1120	124	37	the	the	DET
essd-1120	124	38	three	three	NUM
essd-1120	124	39	provinces	province	NOUN
essd-1120	124	40	of	of	ADP
essd-1120	124	41	the	the	DET
essd-1120	124	42	irrigated	irrigated	ADJ
essd-1120	124	43	perimeter	perimeter	NOUN
essd-1120	124	44	of	of	ADP
essd-1120	124	45	the	the	DET
essd-1120	124	46	gharb	gharb	PROPN
essd-1120	124	47	:	:	PUNCT
essd-1120	124	48	kenitra	kenitra	PROPN
essd-1120	124	49	,	,	PUNCT
essd-1120	124	50	sidi	sidi	PROPN
essd-1120	124	51	kacem	kacem	PROPN
essd-1120	124	52	,	,	PUNCT
essd-1120	124	53	and	and	CCONJ
essd-1120	124	54	sidi	sidi	VERB
essd-1120	124	55	slimane	slimane	PROPN
essd-1120	124	56	.	.	PUNCT
essd-1120	125	1	in	in	ADP
essd-1120	125	2	kenitra	kenitra	PROPN
essd-1120	125	3	,	,	PUNCT
essd-1120	125	4	precipitation	precipitation	NOUN
essd-1120	125	5	started	start	VERB
essd-1120	125	6	at	at	ADP
essd-1120	125	7	0.54(mm	0.54(mm	NUM
essd-1120	125	8	/	/	SYM
essd-1120	125	9	day	day	NOUN
essd-1120	125	10	)	)	PUNCT
essd-1120	125	11	in	in	ADP
essd-1120	125	12	2019	2019	NUM
essd-1120	125	13	and	and	CCONJ
essd-1120	125	14	experienced	experienced	ADJ
essd-1120	125	15	fluctuations	fluctuation	NOUN
essd-1120	125	16	over	over	ADP
essd-1120	125	17	the	the	DET
essd-1120	125	18	years	year	NOUN
essd-1120	125	19	,	,	PUNCT
essd-1120	125	20	while	while	SCONJ
essd-1120	125	21	temperature	temperature	NOUN
essd-1120	125	22	gradually	gradually	ADV
essd-1120	125	23	increased	increase	VERB
essd-1120	125	24	from	from	ADP
essd-1120	125	25	16.95	16.95	NUM
essd-1120	125	26	°	°	ADP
essd-1120	125	27	c	c	NOUN
essd-1120	125	28	to	to	ADP
essd-1120	125	29	18.66	18.66	NUM
essd-1120	125	30	°	°	ADP
essd-1120	125	31	c	c	NOUN
essd-1120	125	32	in	in	ADP
essd-1120	125	33	2022	2022	NUM
essd-1120	125	34	.	.	PUNCT
essd-1120	126	1	sidi	sidi	PROPN
essd-1120	126	2	kacem	kacem	PROPN
essd-1120	126	3	exhibited	exhibit	VERB
essd-1120	126	4	a	a	DET
essd-1120	126	5	similar	similar	ADJ
essd-1120	126	6	trend	trend	NOUN
essd-1120	126	7	with	with	ADP
essd-1120	126	8	a	a	DET
essd-1120	126	9	slight	slight	ADJ
essd-1120	126	10	decrease	decrease	NOUN
essd-1120	126	11	in	in	ADP
essd-1120	126	12	precipitation	precipitation	NOUN
essd-1120	126	13	from	from	ADP
essd-1120	126	14	0.31	0.31	NUM
essd-1120	126	15	in	in	ADP
essd-1120	126	16	2019	2019	NUM
essd-1120	126	17	to	to	ADP
essd-1120	126	18	0.15	0.15	NUM
essd-1120	126	19	in	in	ADP
essd-1120	126	20	2022	2022	NUM
essd-1120	126	21	,	,	PUNCT
essd-1120	126	22	while	while	SCONJ
essd-1120	126	23	temperature	temperature	NOUN
essd-1120	126	24	increased	increase	VERB
essd-1120	126	25	from	from	ADP
essd-1120	126	26	21.97	21.97	NUM
essd-1120	126	27	°	°	NOUN
essd-1120	126	28	c	c	NOUN
essd-1120	126	29	to	to	ADP
essd-1120	126	30	23.22	23.22	NUM
essd-1120	126	31	°	°	ADP
essd-1120	126	32	c	c	NOUN
essd-1120	126	33	during	during	ADP
essd-1120	126	34	the	the	DET
essd-1120	126	35	same	same	ADJ
essd-1120	126	36	period	period	NOUN
essd-1120	126	37	.	.	PUNCT
essd-1120	127	1	sidi	sidi	PROPN
essd-1120	127	2	slimane	slimane	PROPN
essd-1120	127	3	demonstrated	demonstrate	VERB
essd-1120	127	4	fluctuations	fluctuation	NOUN
essd-1120	127	5	as	as	ADV
essd-1120	127	6	well	well	ADV
essd-1120	127	7	,	,	PUNCT
essd-1120	127	8	with	with	ADP
essd-1120	127	9	precipitation	precipitation	NOUN
essd-1120	127	10	decreasing	decrease	VERB
essd-1120	127	11	from	from	ADP
essd-1120	127	12	0.45	0.45	NUM
essd-1120	127	13	in	in	ADP
essd-1120	127	14	2019	2019	NUM
essd-1120	127	15	to	to	ADP
essd-1120	127	16	0.21	0.21	NUM
essd-1120	127	17	in	in	ADP
essd-1120	127	18	2022	2022	NUM
essd-1120	127	19	,	,	PUNCT
essd-1120	127	20	and	and	CCONJ
essd-1120	127	21	the	the	DET
essd-1120	127	22	temperature	temperature	NOUN
essd-1120	127	23	gradually	gradually	ADV
essd-1120	127	24	rising	rise	VERB
essd-1120	127	25	from	from	ADP
essd-1120	127	26	22.07	22.07	NUM
essd-1120	127	27	°	°	ADP
essd-1120	127	28	c	c	NOUN
essd-1120	127	29	to	to	ADP
essd-1120	127	30	23.3	23.3	NUM
essd-1120	127	31	°	°	NOUN
essd-1120	127	32	c	c	NOUN
essd-1120	127	33	.	.	PUNCT
essd-1120	128	1	evapotranspiration	evapotranspiration	NOUN
essd-1120	128	2	fluctuated	fluctuate	VERB
essd-1120	128	3	,	,	PUNCT
essd-1120	128	4	with	with	ADP
essd-1120	128	5	an	an	DET
essd-1120	128	6	increase	increase	NOUN
essd-1120	128	7	from	from	ADP
essd-1120	128	8	6.717	6.717	NUM
essd-1120	128	9	in	in	ADP
essd-1120	128	10	2019	2019	NUM
essd-1120	128	11	to	to	ADP
essd-1120	128	12	8.390	8.390	NUM
essd-1120	128	13	in	in	ADP
essd-1120	128	14	2020	2020	NUM
essd-1120	128	15	,	,	PUNCT
essd-1120	128	16	followed	follow	VERB
essd-1120	128	17	by	by	ADP
essd-1120	128	18	a	a	DET
essd-1120	128	19	slight	slight	ADJ
essd-1120	128	20	decrease	decrease	NOUN
essd-1120	128	21	to	to	ADP
essd-1120	128	22	6.970	6.970	NUM
essd-1120	128	23	in	in	ADP
essd-1120	128	24	2021	2021	NUM
essd-1120	128	25	and	and	CCONJ
essd-1120	128	26	a	a	DET
essd-1120	128	27	subsequent	subsequent	ADJ
essd-1120	128	28	rise	rise	NOUN
essd-1120	128	29	to	to	ADP
essd-1120	128	30	7.735	7.735	NUM
essd-1120	128	31	in	in	ADP
essd-1120	128	32	2022	2022	NUM
essd-1120	128	33	.	.	PUNCT
essd-1120	129	1	similarly	similarly	ADV
essd-1120	129	2	,	,	PUNCT
essd-1120	129	3	in	in	ADP
essd-1120	129	4	sidi	sidi	PROPN
essd-1120	129	5	kacem	kacem	PROPN
essd-1120	129	6	,	,	PUNCT
essd-1120	129	7	evapotranspiration	evapotranspiration	NOUN
essd-1120	129	8	decreased	decrease	VERB
essd-1120	129	9	from	from	ADP
essd-1120	129	10	11.198	11.198	NUM
essd-1120	129	11	in	in	ADP
essd-1120	129	12	2019	2019	NUM
essd-1120	129	13	to	to	ADP
essd-1120	129	14	10.438	10.438	NUM
essd-1120	129	15	in	in	ADP
essd-1120	129	16	2020	2020	NUM
essd-1120	129	17	,	,	PUNCT
essd-1120	129	18	then	then	ADV
essd-1120	129	19	increased	increase	VERB
essd-1120	129	20	slightly	slightly	ADV
essd-1120	129	21	to	to	ADP
essd-1120	129	22	10.953	10.953	NUM
essd-1120	129	23	in	in	ADP
essd-1120	129	24	2021	2021	NUM
essd-1120	129	25	before	before	ADP
essd-1120	129	26	declining	decline	VERB
essd-1120	129	27	to	to	ADP
essd-1120	129	28	9.042	9.042	NUM
essd-1120	129	29	in	in	ADP
essd-1120	129	30	2022	2022	NUM
essd-1120	129	31	.	.	PUNCT
essd-1120	130	1	in	in	ADP
essd-1120	130	2	sidi	sidi	PROPN
essd-1120	130	3	slimane	slimane	PROPN
essd-1120	130	4	,	,	PUNCT
essd-1120	130	5	evapotranspiration	evapotranspiration	NOUN
essd-1120	130	6	decreased	decrease	VERB
essd-1120	130	7	from	from	ADP
essd-1120	130	8	11.554	11.554	NUM
essd-1120	130	9	in	in	ADP
essd-1120	130	10	2019	2019	NUM
essd-1120	130	11	to	to	ADP
essd-1120	130	12	10.176	10.176	NUM
essd-1120	130	13	in	in	ADP
essd-1120	130	14	2020	2020	NUM
essd-1120	130	15	,	,	PUNCT
essd-1120	130	16	increased	increase	VERB
essd-1120	130	17	slightly	slightly	ADV
essd-1120	130	18	to	to	ADP
essd-1120	130	19	11.004	11.004	NUM
essd-1120	130	20	in	in	ADP
essd-1120	130	21	2021	2021	NUM
essd-1120	130	22	,	,	PUNCT
essd-1120	130	23	then	then	ADV
essd-1120	130	24	decreased	decrease	VERB
essd-1120	130	25	to	to	ADP
essd-1120	130	26	9.310	9.310	NUM
essd-1120	130	27	in	in	ADP
essd-1120	130	28	2022	2022	NUM
essd-1120	130	29	.	.	PUNCT
essd-1120	131	1	fluctuations	fluctuation	NOUN
essd-1120	131	2	in	in	ADP
essd-1120	131	3	evapotranspiration	evapotranspiration	NOUN
essd-1120	131	4	(	(	PUNCT
essd-1120	131	5	et0	et0	NOUN
essd-1120	131	6	)	)	PUNCT
essd-1120	131	7	,	,	PUNCT
essd-1120	131	8	temperature	temperature	NOUN
essd-1120	131	9	,	,	PUNCT
essd-1120	131	10	and	and	CCONJ
essd-1120	131	11	precipitation	precipitation	NOUN
essd-1120	131	12	suggest	suggest	VERB
essd-1120	131	13	diverse	diverse	ADJ
essd-1120	131	14	water	water	NOUN
essd-1120	131	15	demand	demand	NOUN
essd-1120	131	16	and	and	CCONJ
essd-1120	131	17	climatic	climatic	ADJ
essd-1120	131	18	conditions	condition	NOUN
essd-1120	131	19	across	across	ADP
essd-1120	131	20	locations	location	NOUN
essd-1120	131	21	.	.	PUNCT
essd-1120	132	1	understanding	understand	VERB
essd-1120	132	2	their	their	PRON
essd-1120	132	3	relationship	relationship	NOUN
essd-1120	132	4	is	be	AUX
essd-1120	132	5	crucial	crucial	ADJ
essd-1120	132	6	for	for	ADP
essd-1120	132	7	managing	manage	VERB
essd-1120	132	8	water	water	NOUN
essd-1120	132	9	balance	balance	NOUN
essd-1120	132	10	in	in	ADP
essd-1120	132	11	ecosystems	ecosystem	NOUN
essd-1120	132	12	and	and	CCONJ
essd-1120	132	13	agriculture	agriculture	NOUN
essd-1120	132	14	,	,	PUNCT
essd-1120	132	15	as	as	SCONJ
essd-1120	132	16	temperature	temperature	NOUN
essd-1120	132	17	influences	influence	NOUN
essd-1120	132	18	evapotranspiration	evapotranspiration	NOUN
essd-1120	132	19	rates	rate	NOUN
essd-1120	132	20	while	while	SCONJ
essd-1120	132	21	precipitation	precipitation	NOUN
essd-1120	132	22	restores	restore	VERB
essd-1120	132	23	soil	soil	NOUN
essd-1120	132	24	moisture	moisture	NOUN
essd-1120	132	25	.	.	PUNCT
essd-1120	133	1	figure	figure	VERB
essd-1120	133	2	6	6	NUM
essd-1120	133	3	:	:	PUNCT
essd-1120	133	4	temporal	temporal	ADJ
essd-1120	133	5	distribution	distribution	NOUN
essd-1120	133	6	of	of	ADP
essd-1120	133	7	evapotranspiration	evapotranspiration	NOUN
essd-1120	133	8	,	,	PUNCT
essd-1120	133	9	precipitation	precipitation	NOUN
essd-1120	133	10	,	,	PUNCT
essd-1120	133	11	and	and	CCONJ
essd-1120	133	12	temperature	temperature	NOUN
essd-1120	133	13	(	(	PUNCT
essd-1120	133	14	2019	2019	NUM
essd-1120	133	15	-	-	SYM
essd-1120	133	16	2022	2022	NUM
essd-1120	133	17	)	)	PUNCT
essd-1120	133	18	3.5	3.5	NUM
essd-1120	133	19	.	.	PUNCT
essd-1120	134	1	crop	crop	NOUN
essd-1120	134	2	water	water	NOUN
essd-1120	134	3	requirements	requirement	NOUN
essd-1120	134	4	the	the	DET
essd-1120	134	5	bar	bar	NOUN
essd-1120	134	6	graphs	graph	NOUN
essd-1120	134	7	represent	represent	VERB
essd-1120	134	8	the	the	DET
essd-1120	134	9	crop	crop	NOUN
essd-1120	134	10	water	water	NOUN
essd-1120	134	11	requirement	requirement	NOUN
essd-1120	134	12	(	(	PUNCT
essd-1120	134	13	cwr	cwr	NOUN
essd-1120	134	14	)	)	PUNCT
essd-1120	134	15	for	for	ADP
essd-1120	134	16	different	different	ADJ
essd-1120	134	17	crops	crop	NOUN
essd-1120	134	18	in	in	ADP
essd-1120	134	19	the	the	DET
essd-1120	134	20	provinces	province	NOUN
essd-1120	134	21	of	of	ADP
essd-1120	134	22	kenitra	kenitra	PROPN
essd-1120	134	23	,	,	PUNCT
essd-1120	134	24	sidi	sidi	PROPN
essd-1120	134	25	kacem	kacem	PROPN
essd-1120	134	26	,	,	PUNCT
essd-1120	134	27	and	and	CCONJ
essd-1120	134	28	sidi	sidi	NOUN
essd-1120	134	29	slimane	slimane	NOUN
essd-1120	134	30	between	between	ADP
essd-1120	134	31	2019	2019	NUM
essd-1120	134	32	and	and	CCONJ
essd-1120	134	33	2022.(fig.7	2022.(fig.7	NUM
essd-1120	134	34	)	)	PUNCT
essd-1120	134	35	for	for	ADP
essd-1120	134	36	the	the	DET
essd-1120	134	37	cwr	cwr	NOUN
essd-1120	134	38	of	of	ADP
essd-1120	134	39	rice	rice	NOUN
essd-1120	134	40	crops	crop	NOUN
essd-1120	134	41	in	in	ADP
essd-1120	134	42	the	the	DET
essd-1120	134	43	provinces	province	NOUN
essd-1120	134	44	of	of	ADP
essd-1120	134	45	kenitra	kenitra	PROPN
essd-1120	134	46	,	,	PUNCT
essd-1120	134	47	sidi	sidi	PROPN
essd-1120	134	48	kacem	kacem	PROPN
essd-1120	134	49	,	,	PUNCT
essd-1120	134	50	and	and	CCONJ
essd-1120	134	51	sidi	sidi	NOUN
essd-1120	134	52	slimane	slimane	PROPN
essd-1120	134	53	over	over	ADP
essd-1120	134	54	the	the	DET
essd-1120	134	55	four	four	NUM
essd-1120	134	56	-	-	PUNCT
essd-1120	134	57	year	year	NOUN
essd-1120	134	58	period	period	NOUN
essd-1120	134	59	.	.	PUNCT
essd-1120	135	1	sidi	sidi	PROPN
essd-1120	135	2	slimane	slimane	PROPN
essd-1120	135	3	consistently	consistently	ADV
essd-1120	135	4	shows	show	VERB
essd-1120	135	5	the	the	DET
essd-1120	135	6	highest	high	ADJ
essd-1120	135	7	cwr	cwr	NOUN
essd-1120	135	8	,	,	PUNCT
essd-1120	135	9	followed	follow	VERB
essd-1120	135	10	by	by	ADP
essd-1120	135	11	sidi	sidi	PROPN
essd-1120	135	12	kacem	kacem	PROPN
essd-1120	135	13	and	and	CCONJ
essd-1120	135	14	kenitra	kenitra	PROPN
essd-1120	135	15	.	.	PUNCT
essd-1120	135	16	additionally	additionally	ADV
essd-1120	135	17	,	,	PUNCT
essd-1120	135	18	there	there	PRON
essd-1120	135	19	's	be	VERB
essd-1120	135	20	a	a	DET
essd-1120	135	21	general	general	ADJ
essd-1120	135	22	decreasing	decrease	VERB
essd-1120	135	23	trend	trend	NOUN
essd-1120	135	24	in	in	ADP
essd-1120	135	25	cwr	cwr	NOUN
essd-1120	135	26	from	from	ADP
essd-1120	135	27	2019	2019	NUM
essd-1120	135	28	to	to	ADP
essd-1120	135	29	2022	2022	NUM
essd-1120	135	30	across	across	ADP
essd-1120	135	31	all	all	DET
essd-1120	135	32	provinces	province	NOUN
essd-1120	135	33	.	.	PUNCT
essd-1120	136	1	in	in	ADP
essd-1120	136	2	kenitra	kenitra	PROPN
essd-1120	136	3	,	,	PUNCT
essd-1120	136	4	the	the	DET
essd-1120	136	5	highest	high	ADJ
essd-1120	136	6	cwr	cwr	NOUN
essd-1120	136	7	value	value	NOUN
essd-1120	136	8	was	be	AUX
essd-1120	136	9	observed	observe	VERB
essd-1120	136	10	in	in	ADP
essd-1120	136	11	2019(3.942mm	2019(3.942mm	NUM
essd-1120	136	12	/	/	SYM
essd-1120	136	13	day	day	NOUN
essd-1120	136	14	)	)	PUNCT
essd-1120	136	15	,	,	PUNCT
essd-1120	136	16	while	while	SCONJ
essd-1120	136	17	the	the	DET
essd-1120	136	18	lowest	low	ADJ
essd-1120	136	19	was	be	AUX
essd-1120	136	20	recorded	record	VERB
essd-1120	136	21	in	in	ADP
essd-1120	136	22	2021(1.828	2021(1.828	NUM
essd-1120	136	23	mm	mm	PROPN
essd-1120	136	24	/	/	SYM
essd-1120	136	25	day	day	NOUN
essd-1120	136	26	)	)	PUNCT
essd-1120	136	27	,	,	PUNCT
essd-1120	136	28	indicating	indicate	VERB
essd-1120	136	29	a	a	DET
essd-1120	136	30	decrease	decrease	NOUN
essd-1120	136	31	over	over	ADP
essd-1120	136	32	the	the	DET
essd-1120	136	33	years	year	NOUN
essd-1120	136	34	.	.	PUNCT
essd-1120	137	1	similarly	similarly	ADV
essd-1120	137	2	,	,	PUNCT
essd-1120	137	3	in	in	ADP
essd-1120	137	4	sidi	sidi	PROPN
essd-1120	137	5	kacem	kacem	PROPN
essd-1120	137	6	,	,	PUNCT
essd-1120	137	7	the	the	DET
essd-1120	137	8	highest	high	ADJ
essd-1120	137	9	cwr	cwr	NOUN
essd-1120	137	10	cheikhaoui/	cheikhaoui/	NUM
essd-1120	137	11	environmental	environmental	ADJ
essd-1120	137	12	science	science	NOUN
essd-1120	137	13	and	and	CCONJ
essd-1120	137	14	sustainable	sustainable	ADJ
essd-1120	137	15	development	development	NOUN
essd-1120	137	16	pg	pg	NOUN
essd-1120	137	17	.	.	PROPN
essd-1120	137	18	10	10	NUM
essd-1120	137	19	was	be	AUX
essd-1120	137	20	noted	note	VERB
essd-1120	137	21	in	in	ADP
essd-1120	137	22	2019(3.910	2019(3.910	NUM
essd-1120	137	23	mm	mm	NOUN
essd-1120	137	24	/	/	SYM
essd-1120	137	25	day	day	NOUN
essd-1120	137	26	)	)	PUNCT
essd-1120	137	27	,	,	PUNCT
essd-1120	137	28	with	with	ADP
essd-1120	137	29	the	the	DET
essd-1120	137	30	lowest	low	ADJ
essd-1120	137	31	in	in	ADP
essd-1120	137	32	2022(1.489	2022(1.489	NUM
essd-1120	137	33	mm	mm	NOUN
essd-1120	137	34	/	/	SYM
essd-1120	137	35	day	day	NOUN
essd-1120	137	36	)	)	PUNCT
essd-1120	137	37	,	,	PUNCT
essd-1120	137	38	showing	show	VERB
essd-1120	137	39	a	a	DET
essd-1120	137	40	consistent	consistent	ADJ
essd-1120	137	41	decrease	decrease	NOUN
essd-1120	137	42	over	over	ADP
essd-1120	137	43	the	the	DET
essd-1120	137	44	period	period	NOUN
essd-1120	137	45	.	.	PUNCT
essd-1120	138	1	sidi	sidi	PROPN
essd-1120	138	2	slimane	slimane	PROPN
essd-1120	138	3	exhibited	exhibit	VERB
essd-1120	138	4	the	the	DET
essd-1120	138	5	highest	high	ADJ
essd-1120	138	6	cwr	cwr	NOUN
essd-1120	138	7	in	in	ADP
essd-1120	138	8	2019(5.885	2019(5.885	NUM
essd-1120	138	9	)	)	PUNCT
essd-1120	138	10	and	and	CCONJ
essd-1120	138	11	the	the	DET
essd-1120	138	12	lowest	low	ADJ
essd-1120	138	13	in	in	ADP
essd-1120	138	14	2022(2.164	2022(2.164	NUM
essd-1120	138	15	)	)	PUNCT
essd-1120	138	16	,	,	PUNCT
essd-1120	138	17	indicating	indicate	VERB
essd-1120	138	18	a	a	DET
essd-1120	138	19	decreasing	decrease	VERB
essd-1120	138	20	trend	trend	NOUN
essd-1120	138	21	in	in	ADP
essd-1120	138	22	cwr	cwr	NOUN
essd-1120	138	23	from	from	ADP
essd-1120	138	24	2019	2019	NUM
essd-1120	138	25	to	to	ADP
essd-1120	138	26	2022	2022	NUM
essd-1120	138	27	across	across	ADP
essd-1120	138	28	all	all	DET
essd-1120	138	29	provinces	province	NOUN
essd-1120	138	30	.	.	PUNCT
essd-1120	139	1	for	for	ADP
essd-1120	139	2	cereals	cereal	NOUN
essd-1120	139	3	,	,	PUNCT
essd-1120	139	4	in	in	ADP
essd-1120	139	5	kenitra	kenitra	PROPN
essd-1120	139	6	,	,	PUNCT
essd-1120	139	7	the	the	DET
essd-1120	139	8	crop	crop	NOUN
essd-1120	139	9	water	water	NOUN
essd-1120	139	10	requirement	requirement	NOUN
essd-1120	139	11	(	(	PUNCT
essd-1120	139	12	cwr	cwr	NOUN
essd-1120	139	13	)	)	PUNCT
essd-1120	139	14	was	be	AUX
essd-1120	139	15	highest	high	ADJ
essd-1120	139	16	in	in	ADP
essd-1120	139	17	2019(4.306	2019(4.306	NUM
essd-1120	139	18	mm	mm	NOUN
essd-1120	139	19	/	/	SYM
essd-1120	139	20	day	day	NOUN
essd-1120	139	21	)	)	PUNCT
essd-1120	139	22	and	and	CCONJ
essd-1120	139	23	lowest	low	ADJ
essd-1120	139	24	in	in	ADP
essd-1120	139	25	2021(1.998	2021(1.998	PROPN
essd-1120	139	26	mm	mm	NOUN
essd-1120	139	27	/	/	SYM
essd-1120	139	28	day	day	NOUN
essd-1120	139	29	)	)	PUNCT
essd-1120	139	30	,	,	PUNCT
essd-1120	139	31	showing	show	VERB
essd-1120	139	32	a	a	DET
essd-1120	139	33	decrease	decrease	NOUN
essd-1120	139	34	over	over	ADP
essd-1120	139	35	the	the	DET
essd-1120	139	36	years	year	NOUN
essd-1120	139	37	.	.	PUNCT
essd-1120	140	1	in	in	ADP
essd-1120	140	2	sidi	sidi	PROPN
essd-1120	140	3	kacem	kacem	PROPN
essd-1120	140	4	,	,	PUNCT
essd-1120	140	5	the	the	DET
essd-1120	140	6	highest	high	ADJ
essd-1120	140	7	cwr	cwr	NOUN
essd-1120	140	8	was	be	AUX
essd-1120	140	9	observed	observe	VERB
essd-1120	140	10	in	in	ADP
essd-1120	140	11	2019(4.254	2019(4.254	NUM
essd-1120	140	12	mm	mm	NOUN
essd-1120	140	13	/	/	SYM
essd-1120	140	14	day	day	NOUN
essd-1120	140	15	)	)	PUNCT
essd-1120	140	16	,	,	PUNCT
essd-1120	140	17	while	while	SCONJ
essd-1120	140	18	the	the	DET
essd-1120	140	19	lowest	low	ADJ
essd-1120	140	20	was	be	AUX
essd-1120	140	21	recorded	record	VERB
essd-1120	140	22	in	in	ADP
essd-1120	140	23	2022(1.622	2022(1.622	NUM
essd-1120	140	24	mm	mm	PROPN
essd-1120	140	25	/	/	SYM
essd-1120	140	26	day	day	NOUN
essd-1120	140	27	)	)	PUNCT
essd-1120	140	28	,	,	PUNCT
essd-1120	140	29	indicating	indicate	VERB
essd-1120	140	30	a	a	DET
essd-1120	140	31	decrease	decrease	NOUN
essd-1120	140	32	over	over	ADP
essd-1120	140	33	the	the	DET
essd-1120	140	34	period	period	NOUN
essd-1120	140	35	.	.	PUNCT
essd-1120	141	1	sidi	sidi	PROPN
essd-1120	141	2	slimane	slimane	PROPN
essd-1120	141	3	exhibited	exhibit	VERB
essd-1120	141	4	the	the	DET
essd-1120	141	5	highest	high	ADJ
essd-1120	141	6	cwr	cwr	NOUN
essd-1120	141	7	in	in	ADP
essd-1120	141	8	2019(6.403	2019(6.403	NUM
essd-1120	141	9	mm	mm	NOUN
essd-1120	141	10	/	/	SYM
essd-1120	141	11	day	day	NOUN
essd-1120	141	12	)	)	PUNCT
essd-1120	141	13	and	and	CCONJ
essd-1120	141	14	the	the	DET
essd-1120	141	15	lowest	low	ADJ
essd-1120	141	16	in	in	ADP
essd-1120	141	17	2022(2.358	2022(2.358	NUM
essd-1120	141	18	mm	mm	NOUN
essd-1120	141	19	/	/	SYM
essd-1120	141	20	day	day	NOUN
essd-1120	141	21	)	)	PUNCT
essd-1120	141	22	,	,	PUNCT
essd-1120	141	23	showing	show	VERB
essd-1120	141	24	a	a	DET
essd-1120	141	25	decreasing	decrease	VERB
essd-1120	141	26	trend	trend	NOUN
essd-1120	141	27	in	in	ADP
essd-1120	141	28	cwr	cwr	NOUN
essd-1120	141	29	from	from	ADP
essd-1120	141	30	2019	2019	NUM
essd-1120	141	31	to	to	ADP
essd-1120	141	32	2022	2022	NUM
essd-1120	141	33	across	across	ADP
essd-1120	141	34	all	all	DET
essd-1120	141	35	provinces	province	NOUN
essd-1120	141	36	.	.	PUNCT
essd-1120	142	1	regarding	regard	VERB
essd-1120	142	2	citrus	citrus	NOUN
essd-1120	142	3	crops	crop	NOUN
essd-1120	142	4	,	,	PUNCT
essd-1120	142	5	in	in	ADP
essd-1120	142	6	kenitra	kenitra	PROPN
essd-1120	142	7	,	,	PUNCT
essd-1120	142	8	the	the	DET
essd-1120	142	9	cwr	cwr	NOUN
essd-1120	142	10	decreased	decrease	VERB
essd-1120	142	11	from	from	ADP
essd-1120	142	12	2.553	2.553	NUM
essd-1120	142	13	mm	mm	NOUN
essd-1120	142	14	/	/	SYM
essd-1120	142	15	day	day	NOUN
essd-1120	142	16	in	in	ADP
essd-1120	142	17	2019	2019	NUM
essd-1120	142	18	to	to	ADP
essd-1120	142	19	1.519	1.519	NUM
essd-1120	142	20	mm	mm	NOUN
essd-1120	142	21	/	/	SYM
essd-1120	142	22	day	day	NOUN
essd-1120	142	23	in	in	ADP
essd-1120	142	24	2022	2022	NUM
essd-1120	142	25	.	.	PUNCT
essd-1120	143	1	similarly	similarly	ADV
essd-1120	143	2	,	,	PUNCT
essd-1120	143	3	in	in	ADP
essd-1120	143	4	sidikacem	sidikacem	NOUN
essd-1120	143	5	,	,	PUNCT
essd-1120	143	6	the	the	DET
essd-1120	143	7	cwr	cwr	NOUN
essd-1120	143	8	decreased	decrease	VERB
essd-1120	143	9	from	from	ADP
essd-1120	143	10	2.680	2.680	NUM
essd-1120	143	11	mm	mm	NOUN
essd-1120	143	12	/	/	SYM
essd-1120	143	13	day	day	NOUN
essd-1120	143	14	in	in	ADP
essd-1120	143	15	2019	2019	NUM
essd-1120	143	16	to	to	ADP
essd-1120	143	17	1.010	1.010	NUM
essd-1120	143	18	mm	mm	NOUN
essd-1120	143	19	/	/	SYM
essd-1120	143	20	day	day	NOUN
essd-1120	143	21	in	in	ADP
essd-1120	143	22	2022	2022	NUM
essd-1120	143	23	.	.	PUNCT
essd-1120	144	1	in	in	ADP
essd-1120	144	2	sidi	sidi	PROPN
essd-1120	144	3	slimane	slimane	PROPN
essd-1120	144	4	,	,	PUNCT
essd-1120	144	5	there	there	PRON
essd-1120	144	6	was	be	VERB
essd-1120	144	7	also	also	ADV
essd-1120	144	8	a	a	DET
essd-1120	144	9	decrease	decrease	NOUN
essd-1120	144	10	in	in	ADP
essd-1120	144	11	cwr	cwr	NOUN
essd-1120	144	12	from	from	ADP
essd-1120	144	13	4.046	4.046	NUM
essd-1120	144	14	mm	mm	NOUN
essd-1120	144	15	/	/	SYM
essd-1120	144	16	day	day	NOUN
essd-1120	144	17	in	in	ADP
essd-1120	144	18	2019	2019	NUM
essd-1120	144	19	to	to	ADP
essd-1120	144	20	1.459	1.459	NUM
essd-1120	144	21	mm	mm	NOUN
essd-1120	144	22	/	/	SYM
essd-1120	144	23	day	day	NOUN
essd-1120	144	24	in	in	ADP
essd-1120	144	25	2022	2022	NUM
essd-1120	144	26	.	.	PUNCT
essd-1120	145	1	overall	overall	ADJ
essd-1120	145	2	,	,	PUNCT
essd-1120	145	3	there	there	PRON
essd-1120	145	4	is	be	VERB
essd-1120	145	5	a	a	DET
essd-1120	145	6	noticeable	noticeable	ADJ
essd-1120	145	7	decline	decline	NOUN
essd-1120	145	8	in	in	ADP
essd-1120	145	9	the	the	DET
essd-1120	145	10	cwr	cwr	NOUN
essd-1120	145	11	for	for	ADP
essd-1120	145	12	citrus	citrus	NOUN
essd-1120	145	13	crops	crop	NOUN
essd-1120	145	14	across	across	ADP
essd-1120	145	15	all	all	DET
essd-1120	145	16	three	three	NUM
essd-1120	145	17	provinces	province	NOUN
essd-1120	145	18	over	over	ADP
essd-1120	145	19	the	the	DET
essd-1120	145	20	four	four	NUM
essd-1120	145	21	-	-	PUNCT
essd-1120	145	22	year	year	NOUN
essd-1120	145	23	period	period	NOUN
essd-1120	145	24	.	.	PUNCT
essd-1120	146	1	for	for	ADP
essd-1120	146	2	sugarcane	sugarcane	NOUN
essd-1120	146	3	crops	crop	NOUN
essd-1120	146	4	,	,	PUNCT
essd-1120	146	5	the	the	DET
essd-1120	146	6	crop	crop	NOUN
essd-1120	146	7	water	water	NOUN
essd-1120	146	8	requirement	requirement	NOUN
essd-1120	146	9	(	(	PUNCT
essd-1120	146	10	cwr	cwr	NOUN
essd-1120	146	11	)	)	PUNCT
essd-1120	146	12	showed	show	VERB
essd-1120	146	13	a	a	DET
essd-1120	146	14	decreasing	decrease	VERB
essd-1120	146	15	trend	trend	NOUN
essd-1120	146	16	across	across	ADP
essd-1120	146	17	all	all	DET
essd-1120	146	18	three	three	NUM
essd-1120	146	19	provinces	province	NOUN
essd-1120	146	20	from	from	ADP
essd-1120	146	21	2019	2019	NUM
essd-1120	146	22	to	to	ADP
essd-1120	146	23	2022	2022	NUM
essd-1120	146	24	.	.	PUNCT
essd-1120	147	1	in	in	ADP
essd-1120	147	2	kenitra	kenitra	PROPN
essd-1120	147	3	,	,	PUNCT
essd-1120	147	4	the	the	DET
essd-1120	147	5	cwr	cwr	NOUN
essd-1120	147	6	decreased	decrease	VERB
essd-1120	147	7	from	from	ADP
essd-1120	147	8	4.718	4.718	NUM
essd-1120	147	9	mm	mm	NOUN
essd-1120	147	10	/	/	SYM
essd-1120	147	11	day	day	NOUN
essd-1120	147	12	in	in	ADP
essd-1120	147	13	2019	2019	NUM
essd-1120	147	14	to	to	ADP
essd-1120	147	15	2.745	2.745	NUM
essd-1120	147	16	mm	mm	NOUN
essd-1120	147	17	/	/	SYM
essd-1120	147	18	day	day	NOUN
essd-1120	147	19	in	in	ADP
essd-1120	147	20	2022	2022	NUM
essd-1120	147	21	.	.	PUNCT
essd-1120	148	1	similarly	similarly	ADV
essd-1120	148	2	,	,	PUNCT
essd-1120	148	3	in	in	ADP
essd-1120	148	4	sidi	sidi	PROPN
essd-1120	148	5	kacem	kacem	PROPN
essd-1120	148	6	,	,	PUNCT
essd-1120	148	7	there	there	PRON
essd-1120	148	8	was	be	VERB
essd-1120	148	9	a	a	DET
essd-1120	148	10	decline	decline	NOUN
essd-1120	148	11	in	in	ADP
essd-1120	148	12	cwr	cwr	NOUN
essd-1120	148	13	from	from	ADP
essd-1120	148	14	4.712	4.712	NUM
essd-1120	148	15	mm	mm	NOUN
essd-1120	148	16	/	/	SYM
essd-1120	148	17	day	day	NOUN
essd-1120	148	18	in	in	ADP
essd-1120	148	19	2019	2019	NUM
essd-1120	148	20	to	to	ADP
essd-1120	148	21	1.793	1.793	NUM
essd-1120	148	22	mm	mm	NOUN
essd-1120	148	23	/	/	SYM
essd-1120	148	24	day	day	NOUN
essd-1120	148	25	in	in	ADP
essd-1120	148	26	2022	2022	NUM
essd-1120	148	27	.	.	PUNCT
essd-1120	149	1	in	in	ADP
essd-1120	149	2	sidi	sidi	PROPN
essd-1120	149	3	slimane	slimane	PROPN
essd-1120	149	4	,	,	PUNCT
essd-1120	149	5	the	the	DET
essd-1120	149	6	cwr	cwr	NOUN
essd-1120	149	7	also	also	ADV
essd-1120	149	8	decreased	decrease	VERB
essd-1120	149	9	from	from	ADP
essd-1120	149	10	7.096	7.096	NUM
essd-1120	149	11	mm	mm	NOUN
essd-1120	149	12	/	/	SYM
essd-1120	149	13	day	day	NOUN
essd-1120	149	14	in	in	ADP
essd-1120	149	15	2019	2019	NUM
essd-1120	149	16	to	to	ADP
essd-1120	149	17	2.603	2.603	NUM
essd-1120	149	18	mm	mm	NOUN
essd-1120	149	19	/	/	SYM
essd-1120	149	20	day	day	NOUN
essd-1120	149	21	in	in	ADP
essd-1120	149	22	2022	2022	NUM
essd-1120	149	23	.	.	PUNCT
essd-1120	150	1	overall	overall	ADJ
essd-1120	150	2	,	,	PUNCT
essd-1120	150	3	there	there	PRON
essd-1120	150	4	is	be	VERB
essd-1120	150	5	a	a	DET
essd-1120	150	6	consistent	consistent	ADJ
essd-1120	150	7	reduction	reduction	NOUN
essd-1120	150	8	in	in	ADP
essd-1120	150	9	the	the	DET
essd-1120	150	10	cwr	cwr	NOUN
essd-1120	150	11	for	for	ADP
essd-1120	150	12	sugarcane	sugarcane	NOUN
essd-1120	150	13	.	.	PUNCT
essd-1120	151	1	in	in	ADP
essd-1120	151	2	summary	summary	NOUN
essd-1120	151	3	,	,	PUNCT
essd-1120	151	4	the	the	DET
essd-1120	151	5	analysis	analysis	NOUN
essd-1120	151	6	of	of	ADP
essd-1120	151	7	cwr	cwr	NOUN
essd-1120	151	8	trends	trend	NOUN
essd-1120	151	9	across	across	ADP
essd-1120	151	10	different	different	ADJ
essd-1120	151	11	crop	crop	NOUN
essd-1120	151	12	types	type	NOUN
essd-1120	151	13	and	and	CCONJ
essd-1120	151	14	provinces	province	NOUN
essd-1120	151	15	highlights	highlight	NOUN
essd-1120	151	16	a	a	DET
essd-1120	151	17	complex	complex	ADJ
essd-1120	151	18	interplay	interplay	NOUN
essd-1120	151	19	of	of	ADP
essd-1120	151	20	factors	factor	NOUN
essd-1120	151	21	impacting	impact	VERB
essd-1120	151	22	water	water	NOUN
essd-1120	151	23	demand	demand	NOUN
essd-1120	151	24	in	in	ADP
essd-1120	151	25	agricultural	agricultural	ADJ
essd-1120	151	26	regions	region	NOUN
essd-1120	151	27	over	over	ADP
essd-1120	151	28	time	time	NOUN
essd-1120	151	29	,	,	PUNCT
essd-1120	151	30	underscoring	underscore	VERB
essd-1120	151	31	the	the	DET
essd-1120	151	32	importance	importance	NOUN
essd-1120	151	33	of	of	ADP
essd-1120	151	34	adaptive	adaptive	ADJ
essd-1120	151	35	water	water	NOUN
essd-1120	151	36	management	management	NOUN
essd-1120	151	37	strategies	strategy	NOUN
essd-1120	151	38	in	in	ADP
essd-1120	151	39	response	response	NOUN
essd-1120	151	40	to	to	ADP
essd-1120	151	41	evolving	evolve	VERB
essd-1120	151	42	climatic	climatic	ADJ
essd-1120	151	43	and	and	CCONJ
essd-1120	151	44	agricultural	agricultural	ADJ
essd-1120	151	45	conditions	condition	NOUN
essd-1120	151	46	.	.	PUNCT
essd-1120	152	1	figure	figure	VERB
essd-1120	152	2	7	7	NUM
essd-1120	152	3	:	:	PUNCT
essd-1120	152	4	crop	crop	NOUN
essd-1120	152	5	water	water	NOUN
essd-1120	152	6	requirement	requirement	NOUN
essd-1120	152	7	(	(	PUNCT
essd-1120	152	8	cwr	cwr	NOUN
essd-1120	152	9	)	)	PUNCT
essd-1120	152	10	for	for	ADP
essd-1120	152	11	various	various	ADJ
essd-1120	152	12	crops	crop	NOUN
essd-1120	152	13	from	from	ADP
essd-1120	152	14	2019	2019	NUM
essd-1120	152	15	to	to	ADP
essd-1120	152	16	2022	2022	NUM
essd-1120	152	17	3.6	3.6	NUM
essd-1120	152	18	.	.	PUNCT
essd-1120	153	1	irrigation	irrigation	NOUN
essd-1120	153	2	water	water	NOUN
essd-1120	153	3	requirements	requirement	VERB
essd-1120	153	4	the	the	DET
essd-1120	153	5	bar	bar	NOUN
essd-1120	153	6	graph	graph	NOUN
essd-1120	153	7	represent	represent	VERB
essd-1120	153	8	the	the	DET
essd-1120	153	9	irrigation	irrigation	NOUN
essd-1120	153	10	water	water	NOUN
essd-1120	153	11	requirement	requirement	NOUN
essd-1120	153	12	(	(	PUNCT
essd-1120	153	13	iwr	iwr	NOUN
essd-1120	153	14	)	)	PUNCT
essd-1120	153	15	in	in	ADP
essd-1120	153	16	cubic	cubic	ADJ
essd-1120	153	17	meters	meter	NOUN
essd-1120	153	18	(	(	PUNCT
essd-1120	153	19	m³	m³	INTJ
essd-1120	153	20	)	)	PUNCT
essd-1120	153	21	for	for	ADP
essd-1120	153	22	various	various	ADJ
essd-1120	153	23	crops	crop	NOUN
essd-1120	153	24	across	across	ADP
essd-1120	153	25	different	different	ADJ
essd-1120	153	26	years	year	NOUN
essd-1120	153	27	shows	show	VERB
essd-1120	153	28	distinct	distinct	ADJ
essd-1120	153	29	patterns	pattern	NOUN
essd-1120	153	30	(	(	PUNCT
essd-1120	153	31	fig.8	fig.8	PROPN
essd-1120	153	32	)	)	PUNCT
essd-1120	153	33	.	.	PUNCT
essd-1120	154	1	specifically	specifically	ADV
essd-1120	154	2	,	,	PUNCT
essd-1120	154	3	for	for	ADP
essd-1120	154	4	rice	rice	NOUN
essd-1120	154	5	crops	crop	NOUN
essd-1120	154	6	,	,	PUNCT
essd-1120	154	7	a	a	DET
essd-1120	154	8	decrease	decrease	NOUN
essd-1120	154	9	in	in	ADP
essd-1120	154	10	iwr	iwr	NOUN
essd-1120	154	11	is	be	AUX
essd-1120	154	12	evident	evident	ADJ
essd-1120	154	13	from	from	ADP
essd-1120	154	14	2019	2019	NUM
essd-1120	154	15	to	to	ADP
essd-1120	154	16	2022	2022	NUM
essd-1120	154	17	,	,	PUNCT
essd-1120	154	18	with	with	ADP
essd-1120	154	19	the	the	DET
essd-1120	154	20	highest	high	ADJ
essd-1120	154	21	demand	demand	NOUN
essd-1120	154	22	recorded	record	VERB
essd-1120	154	23	in	in	ADP
essd-1120	154	24	2019(143,623,494.6	2019(143,623,494.6	PROPN
essd-1120	154	25	m³	m³	VERB
essd-1120	154	26	)	)	PUNCT
essd-1120	154	27	and	and	CCONJ
essd-1120	154	28	the	the	DET
essd-1120	154	29	lowest	low	ADJ
essd-1120	154	30	in	in	ADP
essd-1120	154	31	2021(63,155,873.24	2021(63,155,873.24	NUM
essd-1120	154	32	m³	m³	ADJ
essd-1120	154	33	)	)	PUNCT
essd-1120	154	34	indicating	indicate	VERB
essd-1120	154	35	a	a	DET
essd-1120	154	36	significant	significant	ADJ
essd-1120	154	37	reduction	reduction	NOUN
essd-1120	154	38	over	over	ADP
essd-1120	154	39	the	the	DET
essd-1120	154	40	period	period	NOUN
essd-1120	154	41	.	.	PUNCT
essd-1120	155	1	cereals	cereal	NOUN
essd-1120	155	2	,	,	PUNCT
essd-1120	155	3	on	on	ADP
essd-1120	155	4	the	the	DET
essd-1120	155	5	other	other	ADJ
essd-1120	155	6	hand	hand	NOUN
essd-1120	155	7	,	,	PUNCT
essd-1120	155	8	exhibit	exhibit	VERB
essd-1120	155	9	fluctuations	fluctuation	NOUN
essd-1120	155	10	,	,	PUNCT
essd-1120	155	11	with	with	ADP
essd-1120	155	12	a	a	DET
essd-1120	155	13	substantial	substantial	ADJ
essd-1120	155	14	increase	increase	NOUN
essd-1120	155	15	in	in	ADP
essd-1120	155	16	2020	2020	NUM
essd-1120	155	17	followed	follow	VERB
essd-1120	155	18	by	by	ADP
essd-1120	155	19	a	a	DET
essd-1120	155	20	notable	notable	ADJ
essd-1120	155	21	decrease	decrease	NOUN
essd-1120	155	22	in	in	ADP
essd-1120	155	23	2021	2021	NUM
essd-1120	155	24	,	,	PUNCT
essd-1120	155	25	then	then	ADV
essd-1120	155	26	a	a	DET
essd-1120	155	27	slight	slight	ADJ
essd-1120	155	28	rise	rise	NOUN
essd-1120	155	29	again	again	ADV
essd-1120	155	30	in	in	ADP
essd-1120	155	31	2022	2022	NUM
essd-1120	155	32	,	,	PUNCT
essd-1120	155	33	reflecting	reflect	VERB
essd-1120	155	34	dynamic	dynamic	ADJ
essd-1120	155	35	trend	trend	NOUN
essd-1120	155	36	in	in	ADP
essd-1120	155	37	water	water	NOUN
essd-1120	155	38	requirements	requirement	NOUN
essd-1120	155	39	for	for	ADP
essd-1120	155	40	cereal	cereal	NOUN
essd-1120	155	41	cultivation	cultivation	NOUN
essd-1120	155	42	.	.	PUNCT
essd-1120	156	1	in	in	ADP
essd-1120	156	2	contrast	contrast	NOUN
essd-1120	156	3	,	,	PUNCT
essd-1120	156	4	sugarcane	sugarcane	NOUN
essd-1120	156	5	cultivation	cultivation	NOUN
essd-1120	156	6	demonstrates	demonstrate	VERB
essd-1120	156	7	a	a	DET
essd-1120	156	8	decline	decline	NOUN
essd-1120	156	9	in	in	ADP
essd-1120	156	10	iwr	iwr	NOUN
essd-1120	156	11	over	over	ADP
essd-1120	156	12	the	the	DET
essd-1120	156	13	years	year	NOUN
essd-1120	156	14	,	,	PUNCT
essd-1120	156	15	with	with	ADP
essd-1120	156	16	the	the	DET
essd-1120	156	17	highest	high	ADJ
essd-1120	156	18	demand	demand	NOUN
essd-1120	156	19	in	in	ADP
essd-1120	156	20	2019(213,268,574.7	2019(213,268,574.7	PROPN
essd-1120	156	21	m³	m³	PROPN
essd-1120	156	22	)	)	PUNCT
essd-1120	156	23	and	and	CCONJ
essd-1120	156	24	the	the	DET
essd-1120	156	25	lowest	low	ADJ
essd-1120	156	26	in	in	ADP
essd-1120	156	27	2022(47,296,741.61	2022(47,296,741.61	NUM
essd-1120	156	28	m³	m³	NUM
essd-1120	156	29	)	)	PUNCT
essd-1120	156	30	.	.	PUNCT
essd-1120	157	1	similarly	similarly	ADV
essd-1120	157	2	,	,	PUNCT
essd-1120	157	3	citrus	citrus	NOUN
essd-1120	157	4	crops	crop	NOUN
essd-1120	157	5	display	display	VERB
essd-1120	157	6	a	a	DET
essd-1120	157	7	consistent	consistent	ADJ
essd-1120	157	8	decrease	decrease	NOUN
essd-1120	157	9	in	in	ADP
essd-1120	157	10	iwr	iwr	NOUN
essd-1120	157	11	,	,	PUNCT
essd-1120	157	12	with	with	ADP
essd-1120	157	13	the	the	DET
essd-1120	157	14	highest	high	ADJ
essd-1120	157	15	demand	demand	NOUN
essd-1120	157	16	in	in	ADP
essd-1120	157	17	2019(193,876,163.3	2019(193,876,163.3	PROPN
essd-1120	157	18	m³	m³	NUM
essd-1120	157	19	)	)	PUNCT
essd-1120	157	20	and	and	CCONJ
essd-1120	157	21	the	the	DET
essd-1120	157	22	lowest	low	ADJ
essd-1120	157	23	in	in	ADP
essd-1120	157	24	2022(57,674,646.93	2022(57,674,646.93	NUM
essd-1120	157	25	m³	m³	ADJ
essd-1120	157	26	)	)	PUNCT
essd-1120	157	27	over	over	ADP
essd-1120	157	28	the	the	DET
essd-1120	157	29	specified	specified	ADJ
essd-1120	157	30	period	period	NOUN
essd-1120	157	31	.	.	PUNCT
essd-1120	158	1	these	these	DET
essd-1120	158	2	observations	observation	NOUN
essd-1120	158	3	underscore	underscore	VERB
essd-1120	158	4	the	the	DET
essd-1120	158	5	dynamic	dynamic	ADJ
essd-1120	158	6	nature	nature	NOUN
essd-1120	158	7	of	of	ADP
essd-1120	158	8	cheikhaoui/	cheikhaoui/	NUM
essd-1120	158	9	environmental	environmental	ADJ
essd-1120	158	10	science	science	NOUN
essd-1120	158	11	and	and	CCONJ
essd-1120	158	12	sustainable	sustainable	ADJ
essd-1120	158	13	development	development	NOUN
essd-1120	158	14	pg	pg	NOUN
essd-1120	158	15	.	.	PROPN
essd-1120	158	16	11	11	NUM
essd-1120	158	17	water	water	NOUN
essd-1120	158	18	demand	demand	NOUN
essd-1120	158	19	across	across	ADP
essd-1120	158	20	different	different	ADJ
essd-1120	158	21	crop	crop	NOUN
essd-1120	158	22	types	type	NOUN
essd-1120	158	23	,	,	PUNCT
essd-1120	158	24	highlighting	highlight	VERB
essd-1120	158	25	potential	potential	ADJ
essd-1120	158	26	shifts	shift	NOUN
essd-1120	158	27	in	in	ADP
essd-1120	158	28	agricultural	agricultural	ADJ
essd-1120	158	29	practices	practice	NOUN
essd-1120	158	30	,	,	PUNCT
essd-1120	158	31	technological	technological	ADJ
essd-1120	158	32	advancements	advancement	NOUN
essd-1120	158	33	,	,	PUNCT
essd-1120	158	34	or	or	CCONJ
essd-1120	158	35	environmental	environmental	ADJ
essd-1120	158	36	influences	influence	NOUN
essd-1120	158	37	that	that	PRON
essd-1120	158	38	may	may	AUX
essd-1120	158	39	impact	impact	VERB
essd-1120	158	40	irrigation	irrigation	NOUN
essd-1120	158	41	needs	need	VERB
essd-1120	158	42	over	over	ADP
essd-1120	158	43	time	time	NOUN
essd-1120	158	44	.	.	PUNCT
essd-1120	159	1	figure	figure	VERB
essd-1120	159	2	8	8	NUM
essd-1120	159	3	:	:	PUNCT
essd-1120	159	4	irrigation	irrigation	NOUN
essd-1120	159	5	water	water	NOUN
essd-1120	159	6	requirement	requirement	NOUN
essd-1120	159	7	(	(	PUNCT
essd-1120	159	8	iwr	iwr	NOUN
essd-1120	159	9	)	)	PUNCT
essd-1120	159	10	for	for	ADP
essd-1120	159	11	various	various	ADJ
essd-1120	159	12	crops	crop	NOUN
essd-1120	159	13	from	from	ADP
essd-1120	159	14	2019	2019	NUM
essd-1120	159	15	to	to	ADP
essd-1120	159	16	2022	2022	NUM
essd-1120	159	17	4	4	NUM
essd-1120	159	18	.	.	PUNCT
essd-1120	159	19	discussion	discussion	NOUN
essd-1120	159	20	in	in	ADP
essd-1120	159	21	the	the	DET
essd-1120	159	22	following	follow	VERB
essd-1120	159	23	discussion	discussion	NOUN
essd-1120	159	24	,	,	PUNCT
essd-1120	159	25	we	we	PRON
essd-1120	159	26	delve	delve	VERB
essd-1120	159	27	into	into	ADP
essd-1120	159	28	the	the	DET
essd-1120	159	29	pivotal	pivotal	ADJ
essd-1120	159	30	role	role	NOUN
essd-1120	159	31	of	of	ADP
essd-1120	159	32	remote	remote	ADJ
essd-1120	159	33	sensing	sense	VERB
essd-1120	159	34	technology	technology	NOUN
essd-1120	159	35	in	in	ADP
essd-1120	159	36	addressing	address	VERB
essd-1120	159	37	water	water	NOUN
essd-1120	159	38	management	management	NOUN
essd-1120	159	39	challenges	challenge	NOUN
essd-1120	159	40	and	and	CCONJ
essd-1120	159	41	promoting	promote	VERB
essd-1120	159	42	sustainable	sustainable	ADJ
essd-1120	159	43	agriculture	agriculture	NOUN
essd-1120	159	44	within	within	ADP
essd-1120	159	45	the	the	DET
essd-1120	159	46	gharb	gharb	NOUN
essd-1120	159	47	irrigated	irrigate	VERB
essd-1120	159	48	area	area	NOUN
essd-1120	159	49	of	of	ADP
essd-1120	159	50	north	north	NOUN
essd-1120	159	51	-	-	PUNCT
essd-1120	159	52	western	western	ADJ
essd-1120	159	53	morocco	morocco	PROPN
essd-1120	159	54	.	.	PUNCT
essd-1120	160	1	through	through	ADP
essd-1120	160	2	the	the	DET
essd-1120	160	3	utilization	utilization	NOUN
essd-1120	160	4	of	of	ADP
essd-1120	160	5	geospatial	geospatial	ADJ
essd-1120	160	6	tools	tool	NOUN
essd-1120	160	7	and	and	CCONJ
essd-1120	160	8	multi	multi	ADJ
essd-1120	160	9	-	-	ADJ
essd-1120	160	10	date	date	ADJ
essd-1120	160	11	data	datum	NOUN
essd-1120	160	12	,	,	PUNCT
essd-1120	160	13	this	this	DET
essd-1120	160	14	study	study	NOUN
essd-1120	160	15	estimates	estimate	VERB
essd-1120	160	16	the	the	DET
essd-1120	160	17	water	water	NOUN
essd-1120	160	18	requirements	requirement	NOUN
essd-1120	160	19	of	of	ADP
essd-1120	160	20	diverse	diverse	ADJ
essd-1120	160	21	crop	crop	NOUN
essd-1120	160	22	types	type	NOUN
essd-1120	160	23	,	,	PUNCT
essd-1120	160	24	emphasizing	emphasize	VERB
essd-1120	160	25	the	the	DET
essd-1120	160	26	significance	significance	NOUN
essd-1120	160	27	of	of	ADP
essd-1120	160	28	accurate	accurate	ADJ
essd-1120	160	29	irrigation	irrigation	NOUN
essd-1120	160	30	water	water	NOUN
essd-1120	160	31	requirement	requirement	NOUN
essd-1120	160	32	(	(	PUNCT
essd-1120	160	33	iwr	iwr	NOUN
essd-1120	160	34	)	)	PUNCT
essd-1120	160	35	estimation	estimation	NOUN
essd-1120	160	36	for	for	ADP
essd-1120	160	37	resource	resource	NOUN
essd-1120	160	38	allocation	allocation	NOUN
essd-1120	160	39	in	in	ADP
essd-1120	160	40	semi	semi	ADJ
essd-1120	160	41	-	-	ADJ
essd-1120	160	42	arid	arid	ADJ
essd-1120	160	43	regions	region	NOUN
essd-1120	160	44	like	like	ADP
essd-1120	160	45	the	the	DET
essd-1120	160	46	gharb	gharb	NOUN
essd-1120	160	47	plain	plain	NOUN
essd-1120	160	48	(	(	PUNCT
essd-1120	160	49	cheikhaoui	cheikhaoui	NOUN
essd-1120	160	50	et	et	NOUN
essd-1120	160	51	al	al	PROPN
essd-1120	160	52	.	.	PROPN
essd-1120	160	53	,	,	PUNCT
essd-1120	160	54	2024	2024	NUM
essd-1120	160	55	)	)	PUNCT
essd-1120	160	56	.	.	PUNCT
essd-1120	161	1	by	by	ADP
essd-1120	161	2	employing	employ	VERB
essd-1120	161	3	remote	remote	ADJ
essd-1120	161	4	sensing	sense	VERB
essd-1120	161	5	techniques	technique	NOUN
essd-1120	161	6	,	,	PUNCT
essd-1120	161	7	such	such	ADJ
essd-1120	161	8	as	as	ADP
essd-1120	161	9	satellite	satellite	NOUN
essd-1120	161	10	imagery	imagery	NOUN
essd-1120	161	11	and	and	CCONJ
essd-1120	161	12	vegetation	vegetation	NOUN
essd-1120	161	13	indices	index	NOUN
essd-1120	161	14	,	,	PUNCT
essd-1120	161	15	this	this	DET
essd-1120	161	16	study	study	NOUN
essd-1120	161	17	contributes	contribute	VERB
essd-1120	161	18	to	to	ADP
essd-1120	161	19	the	the	DET
essd-1120	161	20	ongoing	ongoing	ADJ
essd-1120	161	21	efforts	effort	NOUN
essd-1120	161	22	in	in	ADP
essd-1120	161	23	precision	precision	NOUN
essd-1120	161	24	agriculture	agriculture	NOUN
essd-1120	161	25	by	by	ADP
essd-1120	161	26	providing	provide	VERB
essd-1120	161	27	detailed	detailed	ADJ
essd-1120	161	28	insights	insight	NOUN
essd-1120	161	29	into	into	ADP
essd-1120	161	30	water	water	NOUN
essd-1120	161	31	demand	demand	NOUN
essd-1120	161	32	dynamics	dynamic	NOUN
essd-1120	161	33	.	.	PUNCT
essd-1120	162	1	analyzing	analyze	VERB
essd-1120	162	2	the	the	DET
essd-1120	162	3	extremes	extreme	NOUN
essd-1120	162	4	of	of	ADP
essd-1120	162	5	vegetation	vegetation	NOUN
essd-1120	162	6	indices	index	NOUN
essd-1120	162	7	helps	help	VERB
essd-1120	162	8	assess	assess	VERB
essd-1120	162	9	vegetation	vegetation	NOUN
essd-1120	162	10	health	health	NOUN
essd-1120	162	11	,	,	PUNCT
essd-1120	162	12	detect	detect	VERB
essd-1120	162	13	changes	change	NOUN
essd-1120	162	14	,	,	PUNCT
essd-1120	162	15	and	and	CCONJ
essd-1120	162	16	understand	understand	VERB
essd-1120	162	17	ecosystem	ecosystem	NOUN
essd-1120	162	18	resilience	resilience	NOUN
essd-1120	162	19	to	to	ADP
essd-1120	162	20	environmental	environmental	ADJ
essd-1120	162	21	factors	factor	NOUN
essd-1120	162	22	.	.	PUNCT
essd-1120	163	1	the	the	DET
essd-1120	163	2	maximum	maximum	ADJ
essd-1120	163	3	and	and	CCONJ
essd-1120	163	4	minimum	minimum	ADJ
essd-1120	163	5	values	value	NOUN
essd-1120	163	6	of	of	ADP
essd-1120	163	7	vegetation	vegetation	NOUN
essd-1120	163	8	indices	index	NOUN
essd-1120	163	9	provide	provide	VERB
essd-1120	163	10	insights	insight	NOUN
essd-1120	163	11	into	into	ADP
essd-1120	163	12	the	the	DET
essd-1120	163	13	health	health	NOUN
essd-1120	163	14	,	,	PUNCT
essd-1120	163	15	dynamics	dynamic	NOUN
essd-1120	163	16	,	,	PUNCT
essd-1120	163	17	and	and	CCONJ
essd-1120	163	18	environmental	environmental	ADJ
essd-1120	163	19	responses	response	NOUN
essd-1120	163	20	of	of	ADP
essd-1120	163	21	vegetation	vegetation	NOUN
essd-1120	163	22	over	over	ADP
essd-1120	163	23	time	time	NOUN
essd-1120	163	24	(	(	PUNCT
essd-1120	163	25	pettorelli	pettorelli	NOUN
essd-1120	163	26	et	et	PROPN
essd-1120	163	27	al	al	PROPN
essd-1120	163	28	.	.	PROPN
essd-1120	163	29	,	,	PUNCT
essd-1120	163	30	2005	2005	NUM
essd-1120	163	31	)	)	PUNCT
essd-1120	163	32	.	.	PUNCT
essd-1120	164	1	peak	peak	NOUN
essd-1120	164	2	values	value	NOUN
essd-1120	164	3	indicate	indicate	VERB
essd-1120	164	4	optimal	optimal	ADJ
essd-1120	164	5	growth	growth	NOUN
essd-1120	164	6	conditions	condition	NOUN
essd-1120	164	7	and	and	CCONJ
essd-1120	164	8	vigor	vigor	NOUN
essd-1120	164	9	,	,	PUNCT
essd-1120	164	10	while	while	SCONJ
essd-1120	164	11	minimum	minimum	ADJ
essd-1120	164	12	values	value	NOUN
essd-1120	164	13	often	often	ADV
essd-1120	164	14	signal	signal	VERB
essd-1120	164	15	stress	stress	NOUN
essd-1120	164	16	or	or	CCONJ
essd-1120	164	17	disturbance	disturbance	NOUN
essd-1120	164	18	events	event	NOUN
essd-1120	164	19	.	.	PUNCT
essd-1120	165	1	the	the	DET
essd-1120	165	2	integration	integration	NOUN
essd-1120	165	3	of	of	ADP
essd-1120	165	4	these	these	DET
essd-1120	165	5	indices	index	NOUN
essd-1120	165	6	,	,	PUNCT
essd-1120	165	7	including	include	VERB
essd-1120	165	8	the	the	DET
essd-1120	165	9	normalized	normalize	VERB
essd-1120	165	10	difference	difference	NOUN
essd-1120	165	11	vegetation	vegetation	NOUN
essd-1120	165	12	index	index	NOUN
essd-1120	165	13	(	(	PUNCT
essd-1120	165	14	ndvi	ndvi	PROPN
essd-1120	165	15	)	)	PUNCT
essd-1120	165	16	,	,	PUNCT
essd-1120	165	17	enhanced	enhance	VERB
essd-1120	165	18	vegetation	vegetation	NOUN
essd-1120	165	19	index	index	NOUN
essd-1120	165	20	(	(	PUNCT
essd-1120	165	21	evi	evi	NOUN
essd-1120	165	22	)	)	PUNCT
essd-1120	165	23	,	,	PUNCT
essd-1120	165	24	and	and	CCONJ
essd-1120	165	25	green	green	ADJ
essd-1120	165	26	normalized	normalize	VERB
essd-1120	165	27	difference	difference	NOUN
essd-1120	165	28	vegetation	vegetation	NOUN
essd-1120	165	29	index	index	NOUN
essd-1120	165	30	(	(	PUNCT
essd-1120	165	31	gndvi	gndvi	PROPN
essd-1120	165	32	)	)	PUNCT
essd-1120	165	33	,	,	PUNCT
essd-1120	165	34	allows	allow	VERB
essd-1120	165	35	a	a	DET
essd-1120	165	36	comprehensive	comprehensive	ADJ
essd-1120	165	37	assessment	assessment	NOUN
essd-1120	165	38	of	of	ADP
essd-1120	165	39	vegetation	vegetation	NOUN
essd-1120	165	40	dynamics	dynamic	NOUN
essd-1120	165	41	(	(	PUNCT
essd-1120	165	42	zhang	zhang	X
essd-1120	165	43	et	et	PROPN
essd-1120	165	44	al	al	PROPN
essd-1120	165	45	.	.	PROPN
essd-1120	165	46	,	,	PUNCT
essd-1120	165	47	2022	2022	NUM
essd-1120	165	48	;	;	PUNCT
essd-1120	165	49	rouse	rouse	VERB
essd-1120	165	50	et	et	PROPN
essd-1120	165	51	al	al	PROPN
essd-1120	165	52	.	.	PROPN
essd-1120	165	53	,	,	PUNCT
essd-1120	165	54	1974	1974	NUM
essd-1120	165	55	)	)	PUNCT
essd-1120	165	56	.	.	PUNCT
essd-1120	166	1	the	the	DET
essd-1120	166	2	synchronized	synchronize	VERB
essd-1120	166	3	trends	trend	NOUN
essd-1120	166	4	observed	observe	VERB
essd-1120	166	5	in	in	ADP
essd-1120	166	6	ndvi	ndvi	PROPN
essd-1120	166	7	,	,	PUNCT
essd-1120	166	8	evi	evi	PROPN
essd-1120	166	9	,	,	PUNCT
essd-1120	166	10	and	and	CCONJ
essd-1120	166	11	gndvi	gndvi	PROPN
essd-1120	166	12	highlight	highlight	VERB
essd-1120	166	13	consistent	consistent	ADJ
essd-1120	166	14	vegetation	vegetation	NOUN
essd-1120	166	15	dynamics	dynamic	NOUN
essd-1120	166	16	within	within	ADP
essd-1120	166	17	the	the	DET
essd-1120	166	18	gharb	gharb	NOUN
essd-1120	166	19	-	-	PUNCT
essd-1120	166	20	irrigated	irrigate	VERB
essd-1120	166	21	perimeter	perimeter	NOUN
essd-1120	166	22	,	,	PUNCT
essd-1120	166	23	indicating	indicate	VERB
essd-1120	166	24	periods	period	NOUN
essd-1120	166	25	of	of	ADP
essd-1120	166	26	optimal	optimal	ADJ
essd-1120	166	27	growth	growth	NOUN
essd-1120	166	28	and	and	CCONJ
essd-1120	166	29	health	health	NOUN
essd-1120	166	30	with	with	ADP
essd-1120	166	31	peak	peak	NOUN
essd-1120	166	32	values	value	NOUN
essd-1120	166	33	.	.	PUNCT
essd-1120	167	1	fluctuations	fluctuation	NOUN
essd-1120	167	2	in	in	ADP
essd-1120	167	3	savi	savi	NOUN
essd-1120	167	4	suggest	suggest	VERB
essd-1120	167	5	varying	vary	VERB
essd-1120	167	6	vegetation	vegetation	NOUN
essd-1120	167	7	stress	stress	NOUN
essd-1120	167	8	levels	level	NOUN
essd-1120	167	9	,	,	PUNCT
essd-1120	167	10	while	while	SCONJ
essd-1120	167	11	ndwi	ndwi	ADJ
essd-1120	167	12	trends	trend	NOUN
essd-1120	167	13	reflect	reflect	VERB
essd-1120	167	14	changes	change	NOUN
essd-1120	167	15	in	in	ADP
essd-1120	167	16	water	water	NOUN
essd-1120	167	17	availability	availability	NOUN
essd-1120	167	18	(	(	PUNCT
essd-1120	167	19	guan	guan	PROPN
essd-1120	167	20	et	et	PROPN
essd-1120	167	21	al	al	PROPN
essd-1120	167	22	.	.	PROPN
essd-1120	167	23	,	,	PUNCT
essd-1120	167	24	2019	2019	NUM
essd-1120	167	25	;	;	PUNCT
essd-1120	167	26	jiang	jiang	PROPN
essd-1120	167	27	et	et	PROPN
essd-1120	167	28	al	al	PROPN
essd-1120	167	29	.	.	PROPN
essd-1120	167	30	,	,	PUNCT
essd-1120	167	31	2020	2020	NUM
essd-1120	167	32	)	)	PUNCT
essd-1120	167	33	.	.	PUNCT
essd-1120	168	1	these	these	DET
essd-1120	168	2	findings	finding	NOUN
essd-1120	168	3	underscore	underscore	VERB
essd-1120	168	4	the	the	DET
essd-1120	168	5	importance	importance	NOUN
essd-1120	168	6	of	of	ADP
essd-1120	168	7	monitoring	monitor	VERB
essd-1120	168	8	vegetation	vegetation	NOUN
essd-1120	168	9	indices	index	NOUN
essd-1120	168	10	for	for	ADP
essd-1120	168	11	identifying	identify	VERB
essd-1120	168	12	crop	crop	NOUN
essd-1120	168	13	types	type	NOUN
essd-1120	168	14	and	and	CCONJ
essd-1120	168	15	provide	provide	VERB
essd-1120	168	16	crucial	crucial	ADJ
essd-1120	168	17	insights	insight	NOUN
essd-1120	168	18	for	for	ADP
essd-1120	168	19	effective	effective	ADJ
essd-1120	168	20	land	land	NOUN
essd-1120	168	21	management	management	NOUN
essd-1120	168	22	by	by	ADP
essd-1120	168	23	quantifying	quantify	VERB
essd-1120	168	24	vegetation	vegetation	NOUN
essd-1120	168	25	health	health	NOUN
essd-1120	168	26	and	and	CCONJ
essd-1120	168	27	vigor	vigor	NOUN
essd-1120	168	28	through	through	ADP
essd-1120	168	29	remote	remote	ADJ
essd-1120	168	30	sensing	sense	VERB
essd-1120	168	31	technology	technology	NOUN
essd-1120	168	32	(	(	PUNCT
essd-1120	168	33	wu	wu	PROPN
essd-1120	168	34	et	et	PROPN
essd-1120	168	35	al	al	PROPN
essd-1120	168	36	.	.	PROPN
essd-1120	168	37	,	,	PUNCT
essd-1120	168	38	2020	2020	NUM
essd-1120	168	39	)	)	PUNCT
essd-1120	168	40	.	.	PUNCT
essd-1120	169	1	they	they	PRON
essd-1120	169	2	facilitate	facilitate	VERB
essd-1120	169	3	informed	informed	ADJ
essd-1120	169	4	decision	decision	NOUN
essd-1120	169	5	-	-	PUNCT
essd-1120	169	6	making	making	NOUN
essd-1120	169	7	in	in	ADP
essd-1120	169	8	agricultural	agricultural	ADJ
essd-1120	169	9	practices	practice	NOUN
essd-1120	169	10	,	,	PUNCT
essd-1120	169	11	enhancing	enhance	VERB
essd-1120	169	12	productivity	productivity	NOUN
essd-1120	169	13	and	and	CCONJ
essd-1120	169	14	sustainability	sustainability	NOUN
essd-1120	169	15	across	across	ADP
essd-1120	169	16	diverse	diverse	ADJ
essd-1120	169	17	landscapes	landscape	NOUN
essd-1120	169	18	.	.	PUNCT
essd-1120	170	1	the	the	DET
essd-1120	170	2	classification	classification	NOUN
essd-1120	170	3	analysis	analysis	NOUN
essd-1120	170	4	conducted	conduct	VERB
essd-1120	170	5	using	use	VERB
essd-1120	170	6	google	google	PROPN
essd-1120	170	7	earth	earth	PROPN
essd-1120	170	8	engine(gorelick	engine(gorelick	PROPN
essd-1120	170	9	et	et	PROPN
essd-1120	170	10	al	al	PROPN
essd-1120	170	11	.	.	PROPN
essd-1120	170	12	2017	2017	NUM
essd-1120	170	13	)	)	PUNCT
essd-1120	170	14	successfully	successfully	ADV
essd-1120	170	15	identified	identify	VERB
essd-1120	170	16	various	various	ADJ
essd-1120	170	17	crop	crop	NOUN
essd-1120	170	18	types	type	NOUN
essd-1120	170	19	within	within	ADP
essd-1120	170	20	the	the	DET
essd-1120	170	21	gharb	gharb	NOUN
essd-1120	170	22	-	-	PUNCT
essd-1120	170	23	irrigated	irrigate	VERB
essd-1120	170	24	perimeter	perimeter	NOUN
essd-1120	170	25	with	with	ADP
essd-1120	170	26	a	a	DET
essd-1120	170	27	remarkable	remarkable	ADJ
essd-1120	170	28	accuracy	accuracy	NOUN
essd-1120	170	29	rate	rate	NOUN
essd-1120	170	30	.	.	PUNCT
essd-1120	171	1	the	the	DET
essd-1120	171	2	spatial	spatial	ADJ
essd-1120	171	3	distribution	distribution	NOUN
essd-1120	171	4	of	of	ADP
essd-1120	171	5	crops	crop	NOUN
essd-1120	171	6	,	,	PUNCT
essd-1120	171	7	including	include	VERB
essd-1120	171	8	rice	rice	NOUN
essd-1120	171	9	,	,	PUNCT
essd-1120	171	10	sugarcane	sugarcane	NOUN
essd-1120	171	11	,	,	PUNCT
essd-1120	171	12	citrus	citrus	NOUN
essd-1120	171	13	,	,	PUNCT
essd-1120	171	14	sunflower	sunflower	NOUN
essd-1120	171	15	,	,	PUNCT
essd-1120	171	16	and	and	CCONJ
essd-1120	171	17	cereals	cereal	NOUN
essd-1120	171	18	,	,	PUNCT
essd-1120	171	19	underscores	underscore	VERB
essd-1120	171	20	the	the	DET
essd-1120	171	21	diverse	diverse	ADJ
essd-1120	171	22	agricultural	agricultural	ADJ
essd-1120	171	23	landscape	landscape	NOUN
essd-1120	171	24	of	of	ADP
essd-1120	171	25	cheikhaoui/	cheikhaoui/	NUM
essd-1120	171	26	environmental	environmental	ADJ
essd-1120	171	27	science	science	NOUN
essd-1120	171	28	and	and	CCONJ
essd-1120	171	29	sustainable	sustainable	ADJ
essd-1120	171	30	development	development	NOUN
essd-1120	171	31	pg	pg	NOUN
essd-1120	171	32	.	.	PROPN
essd-1120	171	33	12	12	NUM
essd-1120	171	34	the	the	DET
essd-1120	171	35	region	region	NOUN
essd-1120	171	36	.	.	PUNCT
essd-1120	172	1	this	this	DET
essd-1120	172	2	comprehensive	comprehensive	ADJ
essd-1120	172	3	understanding	understanding	NOUN
essd-1120	172	4	of	of	ADP
essd-1120	172	5	crop	crop	NOUN
essd-1120	172	6	distribution	distribution	NOUN
essd-1120	172	7	is	be	AUX
essd-1120	172	8	invaluable	invaluable	ADJ
essd-1120	172	9	for	for	ADP
essd-1120	172	10	informed	informed	ADJ
essd-1120	172	11	decision	decision	NOUN
essd-1120	172	12	-	-	PUNCT
essd-1120	172	13	making	making	NOUN
essd-1120	172	14	in	in	ADP
essd-1120	172	15	land	land	NOUN
essd-1120	172	16	management	management	NOUN
essd-1120	172	17	,	,	PUNCT
essd-1120	172	18	crop	crop	NOUN
essd-1120	172	19	planning	planning	NOUN
essd-1120	172	20	,	,	PUNCT
essd-1120	172	21	and	and	CCONJ
essd-1120	172	22	resource	resource	NOUN
essd-1120	172	23	allocation	allocation	NOUN
essd-1120	172	24	,	,	PUNCT
essd-1120	172	25	thereby	thereby	ADV
essd-1120	172	26	promoting	promote	VERB
essd-1120	172	27	sustainable	sustainable	ADJ
essd-1120	172	28	agricultural	agricultural	ADJ
essd-1120	172	29	practices	practice	NOUN
essd-1120	172	30	and	and	CCONJ
essd-1120	172	31	enhancing	enhance	VERB
essd-1120	172	32	productivity	productivity	NOUN
essd-1120	172	33	in	in	ADP
essd-1120	172	34	the	the	DET
essd-1120	172	35	gharb	gharb	PROPN
essd-1120	172	36	area	area	NOUN
essd-1120	172	37	.	.	PUNCT
essd-1120	173	1	the	the	DET
essd-1120	173	2	relationship	relationship	NOUN
essd-1120	173	3	between	between	ADP
essd-1120	173	4	temperature	temperature	NOUN
essd-1120	173	5	,	,	PUNCT
essd-1120	173	6	precipitation	precipitation	NOUN
essd-1120	173	7	,	,	PUNCT
essd-1120	173	8	and	and	CCONJ
essd-1120	173	9	evapotranspiration	evapotranspiration	NOUN
essd-1120	173	10	(	(	PUNCT
essd-1120	173	11	et	et	NOUN
essd-1120	173	12	)	)	PUNCT
essd-1120	173	13	is	be	AUX
essd-1120	173	14	crucial	crucial	ADJ
essd-1120	173	15	in	in	ADP
essd-1120	173	16	understanding	understand	VERB
essd-1120	173	17	water	water	NOUN
essd-1120	173	18	balance	balance	NOUN
essd-1120	173	19	dynamics	dynamic	NOUN
essd-1120	173	20	in	in	ADP
essd-1120	173	21	an	an	DET
essd-1120	173	22	area	area	NOUN
essd-1120	173	23	(	(	PUNCT
essd-1120	173	24	feng	feng	PROPN
essd-1120	173	25	et	et	PROPN
essd-1120	173	26	al	al	PROPN
essd-1120	173	27	.	.	PROPN
essd-1120	173	28	,	,	PUNCT
essd-1120	173	29	2018	2018	NUM
essd-1120	173	30	;	;	PUNCT
essd-1120	174	1	allen	allen	PROPN
essd-1120	174	2	et	et	PROPN
essd-1120	174	3	al	al	PROPN
essd-1120	174	4	.	.	PROPN
essd-1120	174	5	,	,	PUNCT
essd-1120	174	6	1998	1998	NUM
essd-1120	174	7	)	)	PUNCT
essd-1120	174	8	.	.	PUNCT
essd-1120	175	1	generally	generally	ADV
essd-1120	175	2	,	,	PUNCT
essd-1120	175	3	higher	high	ADJ
essd-1120	175	4	temperatures	temperature	NOUN
essd-1120	175	5	lead	lead	VERB
essd-1120	175	6	to	to	ADP
essd-1120	175	7	increased	increase	VERB
essd-1120	175	8	evapotranspiration	evapotranspiration	NOUN
essd-1120	175	9	rates	rate	NOUN
essd-1120	175	10	due	due	ADJ
essd-1120	175	11	to	to	ADP
essd-1120	175	12	greater	great	ADJ
essd-1120	175	13	atmospheric	atmospheric	ADJ
essd-1120	175	14	demand	demand	NOUN
essd-1120	175	15	for	for	ADP
essd-1120	175	16	moisture	moisture	NOUN
essd-1120	175	17	.	.	PUNCT
essd-1120	176	1	conversely	conversely	ADV
essd-1120	176	2	,	,	PUNCT
essd-1120	176	3	higher	high	ADJ
essd-1120	176	4	precipitation	precipitation	NOUN
essd-1120	176	5	levels	level	NOUN
essd-1120	176	6	can	can	AUX
essd-1120	176	7	replenish	replenish	VERB
essd-1120	176	8	soil	soil	NOUN
essd-1120	176	9	moisture	moisture	NOUN
essd-1120	176	10	and	and	CCONJ
essd-1120	176	11	potentially	potentially	ADV
essd-1120	176	12	offset	offset	VERB
essd-1120	176	13	increased	increase	VERB
essd-1120	176	14	et	et	NOUN
essd-1120	176	15	rates	rate	NOUN
essd-1120	176	16	.	.	PUNCT
essd-1120	177	1	analyzing	analyze	VERB
essd-1120	177	2	the	the	DET
essd-1120	177	3	results	result	NOUN
essd-1120	177	4	,	,	PUNCT
essd-1120	177	5	we	we	PRON
essd-1120	177	6	observe	observe	VERB
essd-1120	177	7	that	that	SCONJ
essd-1120	177	8	in	in	ADP
essd-1120	177	9	kenitra	kenitra	PROPN
essd-1120	177	10	,	,	PUNCT
essd-1120	177	11	higher	high	ADJ
essd-1120	177	12	temperatures	temperature	NOUN
essd-1120	177	13	in	in	ADP
essd-1120	177	14	2022	2022	NUM
essd-1120	177	15	coincided	coincide	VERB
essd-1120	177	16	with	with	ADP
essd-1120	177	17	an	an	DET
essd-1120	177	18	increase	increase	NOUN
essd-1120	177	19	in	in	ADP
essd-1120	177	20	evapotranspiration	evapotranspiration	NOUN
essd-1120	177	21	compared	compare	VERB
essd-1120	177	22	to	to	ADP
essd-1120	177	23	the	the	DET
essd-1120	177	24	previous	previous	ADJ
essd-1120	177	25	years	year	NOUN
essd-1120	177	26	,	,	PUNCT
essd-1120	177	27	despite	despite	SCONJ
essd-1120	177	28	similar	similar	ADJ
essd-1120	177	29	or	or	CCONJ
essd-1120	177	30	slightly	slightly	ADV
essd-1120	177	31	decreased	decrease	VERB
essd-1120	177	32	precipitation	precipitation	NOUN
essd-1120	177	33	levels	level	NOUN
essd-1120	177	34	.	.	PUNCT
essd-1120	178	1	in	in	ADP
essd-1120	178	2	sidi	sidi	PROPN
essd-1120	178	3	kacem	kacem	PROPN
essd-1120	178	4	and	and	CCONJ
essd-1120	178	5	sidi	sidi	PROPN
essd-1120	178	6	slimane	slimane	PROPN
essd-1120	178	7	,	,	PUNCT
essd-1120	178	8	higher	high	ADJ
essd-1120	178	9	evapotranspiration	evapotranspiration	NOUN
essd-1120	178	10	rates	rate	NOUN
essd-1120	178	11	in	in	ADP
essd-1120	178	12	2019	2019	NUM
essd-1120	178	13	corresponded	correspond	VERB
essd-1120	178	14	with	with	ADP
essd-1120	178	15	higher	high	ADJ
essd-1120	178	16	temperatures	temperature	NOUN
essd-1120	178	17	,	,	PUNCT
essd-1120	178	18	followed	follow	VERB
essd-1120	178	19	by	by	ADP
essd-1120	178	20	fluctuations	fluctuation	NOUN
essd-1120	178	21	in	in	ADP
essd-1120	178	22	subsequent	subsequent	ADJ
essd-1120	178	23	years	year	NOUN
essd-1120	178	24	that	that	PRON
essd-1120	178	25	did	do	AUX
essd-1120	178	26	not	not	PART
essd-1120	178	27	always	always	ADV
essd-1120	178	28	align	align	VERB
essd-1120	178	29	with	with	ADP
essd-1120	178	30	precipitation	precipitation	NOUN
essd-1120	178	31	trends	trend	NOUN
essd-1120	178	32	.	.	PUNCT
essd-1120	179	1	these	these	DET
essd-1120	179	2	observations	observation	NOUN
essd-1120	179	3	suggest	suggest	VERB
essd-1120	179	4	that	that	SCONJ
essd-1120	179	5	while	while	SCONJ
essd-1120	179	6	temperature	temperature	NOUN
essd-1120	179	7	plays	play	VERB
essd-1120	179	8	a	a	DET
essd-1120	179	9	significant	significant	ADJ
essd-1120	179	10	role	role	NOUN
essd-1120	179	11	in	in	ADP
essd-1120	179	12	driving	drive	VERB
essd-1120	179	13	evapotranspiration	evapotranspiration	NOUN
essd-1120	179	14	,	,	PUNCT
essd-1120	179	15	other	other	ADJ
essd-1120	179	16	factors	factor	NOUN
essd-1120	179	17	such	such	ADJ
essd-1120	179	18	as	as	ADP
essd-1120	179	19	soil	soil	NOUN
essd-1120	179	20	moisture	moisture	NOUN
essd-1120	179	21	,	,	PUNCT
essd-1120	179	22	humidity	humidity	NOUN
essd-1120	179	23	,	,	PUNCT
essd-1120	179	24	and	and	CCONJ
essd-1120	179	25	vegetation	vegetation	NOUN
essd-1120	179	26	cover	cover	NOUN
essd-1120	179	27	also	also	ADV
essd-1120	179	28	influence	influence	VERB
essd-1120	179	29	et	et	NOUN
essd-1120	179	30	rates	rate	NOUN
essd-1120	179	31	.	.	PUNCT
essd-1120	180	1	additionally	additionally	ADV
essd-1120	180	2	,	,	PUNCT
essd-1120	180	3	the	the	DET
essd-1120	180	4	relationship	relationship	NOUN
essd-1120	180	5	between	between	ADP
essd-1120	180	6	temperature	temperature	NOUN
essd-1120	180	7	,	,	PUNCT
essd-1120	180	8	precipitation	precipitation	NOUN
essd-1120	180	9	,	,	PUNCT
essd-1120	180	10	and	and	CCONJ
essd-1120	180	11	evapotranspiration	evapotranspiration	NOUN
essd-1120	180	12	can	can	AUX
essd-1120	180	13	vary	vary	VERB
essd-1120	180	14	depending	depend	VERB
essd-1120	180	15	on	on	ADP
essd-1120	180	16	the	the	DET
essd-1120	180	17	provinces	province	NOUN
essd-1120	180	18	climate	climate	NOUN
essd-1120	180	19	conditions	condition	NOUN
essd-1120	180	20	and	and	CCONJ
essd-1120	180	21	landscape	landscape	NOUN
essd-1120	180	22	characteristics	characteristic	NOUN
essd-1120	180	23	.	.	PUNCT
essd-1120	181	1	regarding	regard	VERB
essd-1120	181	2	,	,	PUNCT
essd-1120	181	3	the	the	DET
essd-1120	181	4	analysis	analysis	NOUN
essd-1120	181	5	of	of	ADP
essd-1120	181	6	crop	crop	NOUN
essd-1120	181	7	water	water	NOUN
essd-1120	181	8	requirement	requirement	NOUN
essd-1120	181	9	(	(	PUNCT
essd-1120	181	10	cwr	cwr	NOUN
essd-1120	181	11	)	)	PUNCT
essd-1120	181	12	for	for	ADP
essd-1120	181	13	various	various	ADJ
essd-1120	181	14	crops	crop	NOUN
essd-1120	181	15	across	across	ADP
essd-1120	181	16	kenitra	kenitra	PROPN
essd-1120	181	17	,	,	PUNCT
essd-1120	181	18	sidi	sidi	PROPN
essd-1120	181	19	kacem	kacem	PROPN
essd-1120	181	20	,	,	PUNCT
essd-1120	181	21	and	and	CCONJ
essd-1120	181	22	sidi	sidi	NOUN
essd-1120	181	23	slimane	slimane	NOUN
essd-1120	181	24	provinces	province	NOUN
essd-1120	181	25	from	from	ADP
essd-1120	181	26	2019	2019	NUM
essd-1120	181	27	to	to	ADP
essd-1120	181	28	2022	2022	NUM
essd-1120	181	29	reveals	reveal	VERB
essd-1120	181	30	significant	significant	ADJ
essd-1120	181	31	trends	trend	NOUN
essd-1120	181	32	.	.	PUNCT
essd-1120	182	1	there	there	PRON
essd-1120	182	2	is	be	VERB
essd-1120	182	3	a	a	DET
essd-1120	182	4	consistent	consistent	ADJ
essd-1120	182	5	decreasing	decrease	VERB
essd-1120	182	6	pattern	pattern	NOUN
essd-1120	182	7	in	in	ADP
essd-1120	182	8	cwr	cwr	PROPN
essd-1120	182	9	observed	observe	VERB
essd-1120	182	10	across	across	ADP
essd-1120	182	11	all	all	DET
essd-1120	182	12	provinces	province	NOUN
essd-1120	182	13	for	for	ADP
essd-1120	182	14	rice	rice	NOUN
essd-1120	182	15	,	,	PUNCT
essd-1120	182	16	cereals	cereal	NOUN
essd-1120	182	17	,	,	PUNCT
essd-1120	182	18	citrus	citrus	NOUN
essd-1120	182	19	,	,	PUNCT
essd-1120	182	20	and	and	CCONJ
essd-1120	182	21	sugarcane	sugarcane	NOUN
essd-1120	182	22	crops	crop	NOUN
essd-1120	182	23	over	over	ADP
essd-1120	182	24	the	the	DET
essd-1120	182	25	four	four	NUM
essd-1120	182	26	years	year	NOUN
essd-1120	182	27	.	.	PUNCT
essd-1120	183	1	this	this	DET
essd-1120	183	2	decline	decline	NOUN
essd-1120	183	3	suggests	suggest	VERB
essd-1120	183	4	potential	potential	ADJ
essd-1120	183	5	shifts	shift	NOUN
essd-1120	183	6	in	in	ADP
essd-1120	183	7	agricultural	agricultural	ADJ
essd-1120	183	8	water	water	NOUN
essd-1120	183	9	demand	demand	NOUN
essd-1120	183	10	and	and	CCONJ
essd-1120	183	11	emphasizes	emphasize	VERB
essd-1120	183	12	the	the	DET
essd-1120	183	13	need	need	NOUN
essd-1120	183	14	for	for	ADP
essd-1120	183	15	efficient	efficient	ADJ
essd-1120	183	16	water	water	NOUN
essd-1120	183	17	management	management	NOUN
essd-1120	183	18	strategies	strategy	NOUN
essd-1120	183	19	to	to	PART
essd-1120	183	20	ensure	ensure	VERB
essd-1120	183	21	sustainable	sustainable	ADJ
essd-1120	183	22	crop	crop	NOUN
essd-1120	183	23	production	production	NOUN
essd-1120	183	24	in	in	ADP
essd-1120	183	25	the	the	DET
essd-1120	183	26	face	face	NOUN
essd-1120	183	27	of	of	ADP
essd-1120	183	28	changing	change	VERB
essd-1120	183	29	climatic	climatic	ADJ
essd-1120	183	30	conditions	condition	NOUN
essd-1120	183	31	.	.	PUNCT
essd-1120	184	1	these	these	DET
essd-1120	184	2	findings	finding	NOUN
essd-1120	184	3	underscore	underscore	VERB
essd-1120	184	4	the	the	DET
essd-1120	184	5	importance	importance	NOUN
essd-1120	184	6	of	of	ADP
essd-1120	184	7	ongoing	ongoing	ADJ
essd-1120	184	8	monitoring	monitoring	NOUN
essd-1120	184	9	and	and	CCONJ
essd-1120	184	10	adaptation	adaptation	NOUN
essd-1120	184	11	efforts	effort	NOUN
essd-1120	184	12	to	to	PART
essd-1120	184	13	optimize	optimize	VERB
essd-1120	184	14	water	water	NOUN
essd-1120	184	15	use	use	NOUN
essd-1120	184	16	efficiency	efficiency	NOUN
essd-1120	184	17	and	and	CCONJ
essd-1120	184	18	mitigate	mitigate	VERB
essd-1120	184	19	the	the	DET
essd-1120	184	20	impacts	impact	NOUN
essd-1120	184	21	of	of	ADP
essd-1120	184	22	water	water	NOUN
essd-1120	184	23	scarcity	scarcity	NOUN
essd-1120	184	24	on	on	ADP
essd-1120	184	25	agricultural	agricultural	ADJ
essd-1120	184	26	productivity	productivity	NOUN
essd-1120	184	27	in	in	ADP
essd-1120	184	28	the	the	DET
essd-1120	184	29	region	region	NOUN
essd-1120	184	30	.	.	PUNCT
essd-1120	185	1	the	the	DET
essd-1120	185	2	analysis	analysis	NOUN
essd-1120	185	3	of	of	ADP
essd-1120	185	4	irrigation	irrigation	NOUN
essd-1120	185	5	water	water	NOUN
essd-1120	185	6	requirements	requirement	NOUN
essd-1120	185	7	(	(	PUNCT
essd-1120	185	8	iwr	iwr	NOUN
essd-1120	185	9	)	)	PUNCT
essd-1120	185	10	of	of	ADP
essd-1120	185	11	the	the	DET
essd-1120	185	12	various	various	ADJ
essd-1120	185	13	crops	crop	NOUN
essd-1120	185	14	over	over	ADP
essd-1120	185	15	different	different	ADJ
essd-1120	185	16	years	year	NOUN
essd-1120	185	17	reveals	reveal	VERB
essd-1120	185	18	distinct	distinct	ADJ
essd-1120	185	19	patterns	pattern	NOUN
essd-1120	185	20	,	,	PUNCT
essd-1120	185	21	with	with	ADP
essd-1120	185	22	notable	notable	ADJ
essd-1120	185	23	fluctuations	fluctuation	NOUN
essd-1120	185	24	observed	observe	VERB
essd-1120	185	25	.	.	PUNCT
essd-1120	186	1	for	for	ADP
essd-1120	186	2	rice	rice	NOUN
essd-1120	186	3	crops	crop	NOUN
essd-1120	186	4	,	,	PUNCT
essd-1120	186	5	there	there	PRON
essd-1120	186	6	's	be	VERB
essd-1120	186	7	a	a	DET
essd-1120	186	8	decrease	decrease	NOUN
essd-1120	186	9	in	in	ADP
essd-1120	186	10	iwr	iwr	NOUN
essd-1120	186	11	from	from	ADP
essd-1120	186	12	2019	2019	NUM
essd-1120	186	13	to	to	ADP
essd-1120	186	14	2022	2022	NUM
essd-1120	186	15	,	,	PUNCT
essd-1120	186	16	indicating	indicate	VERB
essd-1120	186	17	potential	potential	ADJ
essd-1120	186	18	improvements	improvement	NOUN
essd-1120	186	19	in	in	ADP
essd-1120	186	20	water	water	NOUN
essd-1120	186	21	efficiency	efficiency	NOUN
essd-1120	186	22	.	.	PUNCT
essd-1120	187	1	cereals	cereal	NOUN
essd-1120	187	2	show	show	VERB
essd-1120	187	3	fluctuations	fluctuation	NOUN
essd-1120	187	4	,	,	PUNCT
essd-1120	187	5	possibly	possibly	ADV
essd-1120	187	6	influenced	influence	VERB
essd-1120	187	7	by	by	ADP
essd-1120	187	8	factors	factor	NOUN
essd-1120	187	9	like	like	ADP
essd-1120	187	10	weather	weather	NOUN
essd-1120	187	11	variability	variability	NOUN
essd-1120	187	12	and	and	CCONJ
essd-1120	187	13	market	market	NOUN
essd-1120	187	14	demand	demand	NOUN
essd-1120	187	15	.	.	PUNCT
essd-1120	188	1	sugarcane	sugarcane	NOUN
essd-1120	188	2	crops	crop	NOUN
essd-1120	188	3	demonstrate	demonstrate	VERB
essd-1120	188	4	a	a	DET
essd-1120	188	5	decline	decline	NOUN
essd-1120	188	6	in	in	ADP
essd-1120	188	7	iwr	iwr	NOUN
essd-1120	188	8	,	,	PUNCT
essd-1120	188	9	reflecting	reflect	VERB
essd-1120	188	10	efficient	efficient	ADJ
essd-1120	188	11	water	water	NOUN
essd-1120	188	12	management	management	NOUN
essd-1120	188	13	practices	practice	NOUN
essd-1120	188	14	.	.	PUNCT
essd-1120	189	1	similarly	similarly	ADV
essd-1120	189	2	,	,	PUNCT
essd-1120	189	3	citrus	citrus	NOUN
essd-1120	189	4	crops	crop	NOUN
essd-1120	189	5	show	show	VERB
essd-1120	189	6	a	a	DET
essd-1120	189	7	decrease	decrease	NOUN
essd-1120	189	8	in	in	ADP
essd-1120	189	9	iwr	iwr	NOUN
essd-1120	189	10	,	,	PUNCT
essd-1120	189	11	suggesting	suggest	VERB
essd-1120	189	12	optimized	optimize	VERB
essd-1120	189	13	irrigation	irrigation	NOUN
essd-1120	189	14	strategies	strategy	NOUN
essd-1120	189	15	.	.	PUNCT
essd-1120	190	1	the	the	DET
essd-1120	190	2	decrease	decrease	NOUN
essd-1120	190	3	in	in	ADP
essd-1120	190	4	irrigated	irrigated	ADJ
essd-1120	190	5	areas	area	NOUN
essd-1120	190	6	during	during	ADP
essd-1120	190	7	the	the	DET
essd-1120	190	8	covid-19	covid-19	PROPN
essd-1120	190	9	pandemic	pandemic	NOUN
essd-1120	190	10	in	in	ADP
essd-1120	190	11	2021	2021	NUM
essd-1120	190	12	may	may	AUX
essd-1120	190	13	be	be	AUX
essd-1120	190	14	attributed	attribute	VERB
essd-1120	190	15	to	to	ADP
essd-1120	190	16	labor	labor	NOUN
essd-1120	190	17	shortages	shortage	NOUN
essd-1120	190	18	,	,	PUNCT
essd-1120	190	19	supply	supply	NOUN
essd-1120	190	20	chain	chain	NOUN
essd-1120	190	21	disruptions	disruption	NOUN
essd-1120	190	22	,	,	PUNCT
essd-1120	190	23	financial	financial	ADJ
essd-1120	190	24	constraints	constraint	NOUN
essd-1120	190	25	,	,	PUNCT
essd-1120	190	26	shifts	shift	NOUN
essd-1120	190	27	in	in	ADP
essd-1120	190	28	crop	crop	NOUN
essd-1120	190	29	demand	demand	NOUN
essd-1120	190	30	,	,	PUNCT
essd-1120	190	31	government	government	NOUN
essd-1120	190	32	policies	policy	NOUN
essd-1120	190	33	,	,	PUNCT
essd-1120	190	34	and	and	CCONJ
essd-1120	190	35	water	water	NOUN
essd-1120	190	36	availability	availability	NOUN
essd-1120	190	37	challenges	challenge	NOUN
essd-1120	190	38	(	(	PUNCT
essd-1120	190	39	kumar	kumar	PROPN
essd-1120	190	40	et	et	PROPN
essd-1120	190	41	al	al	PROPN
essd-1120	190	42	.	.	PROPN
essd-1120	190	43	,	,	PUNCT
essd-1120	190	44	2021	2021	NUM
essd-1120	190	45	)	)	PUNCT
essd-1120	190	46	.	.	PUNCT
essd-1120	191	1	these	these	DET
essd-1120	191	2	multifaceted	multifaceted	ADJ
essd-1120	191	3	factors	factor	NOUN
essd-1120	191	4	,	,	PUNCT
essd-1120	191	5	alongside	alongside	ADP
essd-1120	191	6	regional	regional	ADJ
essd-1120	191	7	and	and	CCONJ
essd-1120	191	8	agricultural	agricultural	ADJ
essd-1120	191	9	-	-	PUNCT
essd-1120	191	10	specific	specific	ADJ
essd-1120	191	11	considerations	consideration	NOUN
essd-1120	191	12	,	,	PUNCT
essd-1120	191	13	likely	likely	ADV
essd-1120	191	14	contributed	contribute	VERB
essd-1120	191	15	to	to	ADP
essd-1120	191	16	the	the	DET
essd-1120	191	17	observed	observe	VERB
essd-1120	191	18	changes	change	NOUN
essd-1120	191	19	in	in	ADP
essd-1120	191	20	irrigated	irrigated	ADJ
essd-1120	191	21	areas	area	NOUN
essd-1120	191	22	during	during	ADP
essd-1120	191	23	the	the	DET
essd-1120	191	24	pandemic	pandemic	ADJ
essd-1120	191	25	year	year	NOUN
essd-1120	191	26	,	,	PUNCT
essd-1120	191	27	highlighting	highlight	VERB
essd-1120	191	28	the	the	DET
essd-1120	191	29	complex	complex	ADJ
essd-1120	191	30	interplay	interplay	NOUN
essd-1120	191	31	between	between	ADP
essd-1120	191	32	external	external	ADJ
essd-1120	191	33	influences	influence	NOUN
essd-1120	191	34	and	and	CCONJ
essd-1120	191	35	agricultural	agricultural	ADJ
essd-1120	191	36	practices	practice	NOUN
essd-1120	191	37	.	.	PUNCT
essd-1120	192	1	while	while	SCONJ
essd-1120	192	2	our	our	PRON
essd-1120	192	3	study	study	NOUN
essd-1120	192	4	contributes	contribute	VERB
essd-1120	192	5	valuable	valuable	ADJ
essd-1120	192	6	insights	insight	NOUN
essd-1120	192	7	into	into	ADP
essd-1120	192	8	water	water	NOUN
essd-1120	192	9	management	management	NOUN
essd-1120	192	10	and	and	CCONJ
essd-1120	192	11	agriculture	agriculture	NOUN
essd-1120	192	12	in	in	ADP
essd-1120	192	13	the	the	DET
essd-1120	192	14	gharb	gharb	NOUN
essd-1120	192	15	region	region	NOUN
essd-1120	192	16	,	,	PUNCT
essd-1120	192	17	future	future	ADJ
essd-1120	192	18	research	research	NOUN
essd-1120	192	19	should	should	AUX
essd-1120	192	20	integrate	integrate	VERB
essd-1120	192	21	detailed	detailed	ADJ
essd-1120	192	22	ground	ground	NOUN
essd-1120	192	23	-	-	PUNCT
essd-1120	192	24	based	base	VERB
essd-1120	192	25	observations	observation	NOUN
essd-1120	192	26	,	,	PUNCT
essd-1120	192	27	advanced	advanced	ADJ
essd-1120	192	28	modeling	modeling	NOUN
essd-1120	192	29	,	,	PUNCT
essd-1120	192	30	and	and	CCONJ
essd-1120	192	31	socioeconomic	socioeconomic	ADJ
essd-1120	192	32	factors	factor	NOUN
essd-1120	192	33	to	to	PART
essd-1120	192	34	improve	improve	VERB
essd-1120	192	35	water	water	NOUN
essd-1120	192	36	management	management	NOUN
essd-1120	192	37	strategies	strategy	NOUN
essd-1120	192	38	.	.	PUNCT
essd-1120	193	1	despite	despite	SCONJ
essd-1120	193	2	potential	potential	ADJ
essd-1120	193	3	biases	bias	NOUN
essd-1120	193	4	and	and	CCONJ
essd-1120	193	5	challenges	challenge	NOUN
essd-1120	193	6	,	,	PUNCT
essd-1120	193	7	such	such	ADJ
essd-1120	193	8	integration	integration	NOUN
essd-1120	193	9	promises	promise	VERB
essd-1120	193	10	more	more	ADV
essd-1120	193	11	tailored	tailored	ADJ
essd-1120	193	12	approaches	approach	NOUN
essd-1120	193	13	.	.	PUNCT
essd-1120	194	1	furthermore	furthermore	ADV
essd-1120	194	2	,	,	PUNCT
essd-1120	194	3	smart	smart	ADJ
essd-1120	194	4	irrigation	irrigation	NOUN
essd-1120	194	5	,	,	PUNCT
essd-1120	194	6	offers	offer	VERB
essd-1120	194	7	a	a	DET
essd-1120	194	8	promising	promising	ADJ
essd-1120	194	9	solution	solution	NOUN
essd-1120	194	10	for	for	ADP
essd-1120	194	11	conserving	conserve	VERB
essd-1120	194	12	water	water	NOUN
essd-1120	194	13	while	while	SCONJ
essd-1120	194	14	optimizing	optimize	VERB
essd-1120	194	15	crop	crop	NOUN
essd-1120	194	16	yield	yield	NOUN
essd-1120	194	17	.	.	PUNCT
essd-1120	195	1	however	however	ADV
essd-1120	195	2	,	,	PUNCT
essd-1120	195	3	challenges	challenge	VERB
essd-1120	195	4	initial	initial	ADJ
essd-1120	195	5	costs	cost	NOUN
essd-1120	195	6	and	and	CCONJ
essd-1120	195	7	technological	technological	ADJ
essd-1120	195	8	expertise	expertise	NOUN
essd-1120	195	9	need	need	VERB
essd-1120	195	10	addressing	address	VERB
essd-1120	195	11	.	.	PUNCT
essd-1120	196	1	considering	consider	VERB
essd-1120	196	2	climate	climate	NOUN
essd-1120	196	3	change	change	NOUN
essd-1120	196	4	,	,	PUNCT
essd-1120	196	5	the	the	DET
essd-1120	196	6	imbalance	imbalance	NOUN
essd-1120	196	7	between	between	ADP
essd-1120	196	8	water	water	NOUN
essd-1120	196	9	demand	demand	NOUN
essd-1120	196	10	and	and	CCONJ
essd-1120	196	11	supply	supply	NOUN
essd-1120	196	12	in	in	ADP
essd-1120	196	13	the	the	DET
essd-1120	196	14	gharb	gharb	NOUN
essd-1120	196	15	-	-	PUNCT
essd-1120	196	16	irrigated	irrigate	VERB
essd-1120	196	17	perimeter	perimeter	NOUN
essd-1120	196	18	underscores	underscore	VERB
essd-1120	196	19	the	the	DET
essd-1120	196	20	need	need	NOUN
essd-1120	196	21	for	for	ADP
essd-1120	196	22	adaptive	adaptive	ADJ
essd-1120	196	23	management	management	NOUN
essd-1120	196	24	strategies	strategy	NOUN
essd-1120	196	25	to	to	PART
essd-1120	196	26	accurately	accurately	ADV
essd-1120	196	27	mitigate	mitigate	VERB
essd-1120	196	28	future	future	ADJ
essd-1120	196	29	impacts	impact	NOUN
essd-1120	196	30	5	5	NUM
essd-1120	196	31	.	.	PUNCT
essd-1120	196	32	conclusion	conclusion	NOUN
essd-1120	196	33	in	in	ADP
essd-1120	196	34	conclusion	conclusion	NOUN
essd-1120	196	35	,	,	PUNCT
essd-1120	196	36	our	our	PRON
essd-1120	196	37	research	research	NOUN
essd-1120	196	38	offers	offer	VERB
essd-1120	196	39	a	a	DET
essd-1120	196	40	comprehensive	comprehensive	ADJ
essd-1120	196	41	understanding	understanding	NOUN
essd-1120	196	42	of	of	ADP
essd-1120	196	43	the	the	DET
essd-1120	196	44	interaction	interaction	NOUN
essd-1120	196	45	between	between	ADP
essd-1120	196	46	environmental	environmental	ADJ
essd-1120	196	47	factors	factor	NOUN
essd-1120	196	48	,	,	PUNCT
essd-1120	196	49	technological	technological	ADJ
essd-1120	196	50	advancements	advancement	NOUN
essd-1120	196	51	,	,	PUNCT
essd-1120	196	52	and	and	CCONJ
essd-1120	196	53	agricultural	agricultural	ADJ
essd-1120	196	54	practices	practice	NOUN
essd-1120	196	55	in	in	ADP
essd-1120	196	56	the	the	DET
essd-1120	196	57	gharb	gharb	NOUN
essd-1120	196	58	irrigated	irrigate	VERB
essd-1120	196	59	area	area	NOUN
essd-1120	196	60	of	of	ADP
essd-1120	196	61	north	north	NOUN
essd-1120	196	62	-	-	PUNCT
essd-1120	196	63	western	western	ADJ
essd-1120	196	64	morocco	morocco	PROPN
essd-1120	196	65	.	.	PUNCT
essd-1120	197	1	through	through	ADP
essd-1120	197	2	the	the	DET
essd-1120	197	3	utilization	utilization	NOUN
essd-1120	197	4	of	of	ADP
essd-1120	197	5	remote	remote	ADJ
essd-1120	197	6	sensing	sense	VERB
essd-1120	197	7	technology	technology	NOUN
essd-1120	197	8	and	and	CCONJ
essd-1120	197	9	geospatial	geospatial	ADJ
essd-1120	197	10	tools	tool	NOUN
essd-1120	197	11	,	,	PUNCT
essd-1120	197	12	we	we	PRON
essd-1120	197	13	have	have	AUX
essd-1120	197	14	gained	gain	VERB
essd-1120	197	15	valuable	valuable	ADJ
essd-1120	197	16	insights	insight	NOUN
essd-1120	197	17	into	into	ADP
essd-1120	197	18	crop	crop	NOUN
essd-1120	197	19	distribution	distribution	NOUN
essd-1120	197	20	,	,	PUNCT
essd-1120	197	21	vegetation	vegetation	NOUN
essd-1120	197	22	dynamics	dynamic	NOUN
essd-1120	197	23	,	,	PUNCT
essd-1120	197	24	and	and	CCONJ
essd-1120	197	25	water	water	NOUN
essd-1120	197	26	management	management	NOUN
essd-1120	197	27	practices	practice	NOUN
essd-1120	197	28	,	,	PUNCT
essd-1120	197	29	which	which	PRON
essd-1120	197	30	are	be	AUX
essd-1120	197	31	essential	essential	ADJ
essd-1120	197	32	for	for	ADP
essd-1120	197	33	promoting	promote	VERB
essd-1120	197	34	sustainable	sustainable	ADJ
essd-1120	197	35	agriculture	agriculture	NOUN
essd-1120	197	36	in	in	ADP
essd-1120	197	37	semi	semi	ADJ
essd-1120	197	38	-	-	ADJ
essd-1120	197	39	arid	arid	ADJ
essd-1120	197	40	regions	region	NOUN
essd-1120	197	41	.	.	PUNCT
essd-1120	198	1	our	our	PRON
essd-1120	198	2	analysis	analysis	NOUN
essd-1120	198	3	of	of	ADP
essd-1120	198	4	vegetation	vegetation	NOUN
essd-1120	198	5	dynamics	dynamic	NOUN
essd-1120	198	6	using	use	VERB
essd-1120	198	7	vegetation	vegetation	NOUN
essd-1120	198	8	indices	index	NOUN
essd-1120	198	9	such	such	ADJ
essd-1120	198	10	as	as	ADP
essd-1120	198	11	ndvi	ndvi	PROPN
essd-1120	198	12	,	,	PUNCT
essd-1120	198	13	evi	evi	PROPN
essd-1120	198	14	,	,	PUNCT
essd-1120	198	15	and	and	CCONJ
essd-1120	198	16	gndvi	gndvi	PROPN
essd-1120	198	17	provided	provide	VERB
essd-1120	198	18	detailed	detailed	ADJ
essd-1120	198	19	insights	insight	NOUN
essd-1120	198	20	into	into	ADP
essd-1120	198	21	water	water	NOUN
essd-1120	198	22	demand	demand	NOUN
essd-1120	198	23	dynamics	dynamic	NOUN
essd-1120	198	24	and	and	CCONJ
essd-1120	198	25	highlighted	highlight	VERB
essd-1120	198	26	periods	period	NOUN
essd-1120	198	27	of	of	ADP
essd-1120	198	28	optimal	optimal	ADJ
essd-1120	198	29	growth	growth	NOUN
essd-1120	198	30	and	and	CCONJ
essd-1120	198	31	health	health	NOUN
essd-1120	198	32	within	within	ADP
essd-1120	198	33	the	the	DET
essd-1120	198	34	region	region	NOUN
essd-1120	198	35	.	.	PUNCT
essd-1120	199	1	furthermore	furthermore	ADV
essd-1120	199	2	,	,	PUNCT
essd-1120	199	3	the	the	DET
essd-1120	199	4	classification	classification	NOUN
essd-1120	199	5	analysis	analysis	NOUN
essd-1120	199	6	successfully	successfully	ADV
essd-1120	199	7	identified	identify	VERB
essd-1120	199	8	various	various	ADJ
essd-1120	199	9	crop	crop	NOUN
essd-1120	199	10	types	type	NOUN
essd-1120	199	11	,	,	PUNCT
essd-1120	199	12	facilitating	facilitate	VERB
essd-1120	199	13	informed	informed	ADJ
essd-1120	199	14	decision	decision	NOUN
essd-1120	199	15	-	-	PUNCT
essd-1120	199	16	making	making	NOUN
essd-1120	199	17	in	in	ADP
essd-1120	199	18	land	land	NOUN
essd-1120	199	19	management	management	NOUN
essd-1120	199	20	and	and	CCONJ
essd-1120	199	21	resource	resource	NOUN
essd-1120	199	22	allocation	allocation	NOUN
essd-1120	199	23	.	.	PUNCT
essd-1120	200	1	additionally	additionally	ADV
essd-1120	200	2	,	,	PUNCT
essd-1120	200	3	our	our	PRON
essd-1120	200	4	cheikhaoui/	cheikhaoui/	NUM
essd-1120	200	5	environmental	environmental	ADJ
essd-1120	200	6	science	science	NOUN
essd-1120	200	7	and	and	CCONJ
essd-1120	200	8	sustainable	sustainable	ADJ
essd-1120	200	9	development	development	NOUN
essd-1120	200	10	pg	pg	NOUN
essd-1120	200	11	.	.	PROPN
essd-1120	201	1	13	13	NUM
essd-1120	201	2	examination	examination	NOUN
essd-1120	201	3	of	of	ADP
essd-1120	201	4	the	the	DET
essd-1120	201	5	relationship	relationship	NOUN
essd-1120	201	6	between	between	ADP
essd-1120	201	7	temperature	temperature	NOUN
essd-1120	201	8	,	,	PUNCT
essd-1120	201	9	precipitation	precipitation	NOUN
essd-1120	201	10	,	,	PUNCT
essd-1120	201	11	and	and	CCONJ
essd-1120	201	12	evapotranspiration	evapotranspiration	NOUN
essd-1120	201	13	(	(	PUNCT
essd-1120	201	14	et	et	NOUN
essd-1120	201	15	)	)	PUNCT
essd-1120	201	16	revealed	reveal	VERB
essd-1120	201	17	the	the	DET
essd-1120	201	18	complex	complex	ADJ
essd-1120	201	19	interplay	interplay	NOUN
essd-1120	201	20	of	of	ADP
essd-1120	201	21	factors	factor	NOUN
essd-1120	201	22	influencing	influence	VERB
essd-1120	201	23	water	water	NOUN
essd-1120	201	24	balance	balance	NOUN
essd-1120	201	25	dynamics	dynamic	NOUN
essd-1120	201	26	.	.	PUNCT
essd-1120	202	1	the	the	DET
essd-1120	202	2	consistent	consistent	ADJ
essd-1120	202	3	decreasing	decrease	VERB
essd-1120	202	4	pattern	pattern	NOUN
essd-1120	202	5	in	in	ADP
essd-1120	202	6	crop	crop	NOUN
essd-1120	202	7	water	water	NOUN
essd-1120	202	8	requirements	requirement	NOUN
essd-1120	202	9	(	(	PUNCT
essd-1120	202	10	cwr	cwr	NOUN
essd-1120	202	11	)	)	PUNCT
essd-1120	202	12	across	across	ADP
essd-1120	202	13	all	all	DET
essd-1120	202	14	provinces	province	NOUN
essd-1120	202	15	suggests	suggest	VERB
essd-1120	202	16	shifts	shift	NOUN
essd-1120	202	17	in	in	ADP
essd-1120	202	18	agricultural	agricultural	ADJ
essd-1120	202	19	water	water	NOUN
essd-1120	202	20	demand	demand	NOUN
essd-1120	202	21	,	,	PUNCT
essd-1120	202	22	emphasizing	emphasize	VERB
essd-1120	202	23	the	the	DET
essd-1120	202	24	need	need	NOUN
essd-1120	202	25	for	for	ADP
essd-1120	202	26	efficient	efficient	ADJ
essd-1120	202	27	water	water	NOUN
essd-1120	202	28	management	management	NOUN
essd-1120	202	29	strategies	strategy	NOUN
essd-1120	202	30	.	.	PUNCT
essd-1120	203	1	moreover	moreover	ADV
essd-1120	203	2	,	,	PUNCT
essd-1120	203	3	our	our	PRON
essd-1120	203	4	analysis	analysis	NOUN
essd-1120	203	5	of	of	ADP
essd-1120	203	6	irrigation	irrigation	NOUN
essd-1120	203	7	water	water	NOUN
essd-1120	203	8	requirements	requirement	NOUN
essd-1120	203	9	(	(	PUNCT
essd-1120	203	10	iwr	iwr	NOUN
essd-1120	203	11	)	)	PUNCT
essd-1120	203	12	revealed	reveal	VERB
essd-1120	203	13	distinct	distinct	ADJ
essd-1120	203	14	patterns	pattern	NOUN
essd-1120	203	15	,	,	PUNCT
essd-1120	203	16	with	with	ADP
essd-1120	203	17	fluctuations	fluctuation	NOUN
essd-1120	203	18	observed	observe	VERB
essd-1120	203	19	across	across	ADP
essd-1120	203	20	different	different	ADJ
essd-1120	203	21	crops	crop	NOUN
essd-1120	203	22	and	and	CCONJ
essd-1120	203	23	through	through	ADP
essd-1120	203	24	the	the	DET
essd-1120	203	25	years	year	NOUN
essd-1120	203	26	,	,	PUNCT
essd-1120	203	27	indicating	indicate	VERB
essd-1120	203	28	potential	potential	ADJ
essd-1120	203	29	improvements	improvement	NOUN
essd-1120	203	30	in	in	ADP
essd-1120	203	31	water	water	NOUN
essd-1120	203	32	efficiency	efficiency	NOUN
essd-1120	203	33	and	and	CCONJ
essd-1120	203	34	optimized	optimize	VERB
essd-1120	203	35	irrigation	irrigation	NOUN
essd-1120	203	36	strategies	strategy	NOUN
essd-1120	203	37	.	.	PUNCT
essd-1120	204	1	overall	overall	ADJ
essd-1120	204	2	,	,	PUNCT
essd-1120	204	3	our	our	PRON
essd-1120	204	4	findings	finding	NOUN
essd-1120	204	5	contribute	contribute	VERB
essd-1120	204	6	to	to	ADP
essd-1120	204	7	the	the	DET
essd-1120	204	8	ongoing	ongoing	ADJ
essd-1120	204	9	efforts	effort	NOUN
essd-1120	204	10	in	in	ADP
essd-1120	204	11	precision	precision	NOUN
essd-1120	204	12	agriculture	agriculture	NOUN
essd-1120	204	13	and	and	CCONJ
essd-1120	204	14	underscore	underscore	VERB
essd-1120	204	15	the	the	DET
essd-1120	204	16	importance	importance	NOUN
essd-1120	204	17	of	of	ADP
essd-1120	204	18	monitoring	monitor	VERB
essd-1120	204	19	and	and	CCONJ
essd-1120	204	20	adapting	adapt	VERB
essd-1120	204	21	to	to	ADP
essd-1120	204	22	changing	change	VERB
essd-1120	204	23	climatic	climatic	ADJ
essd-1120	204	24	conditions	condition	NOUN
essd-1120	204	25	to	to	PART
essd-1120	204	26	ensure	ensure	VERB
essd-1120	204	27	sustainable	sustainable	ADJ
essd-1120	204	28	crop	crop	NOUN
essd-1120	204	29	production	production	NOUN
essd-1120	204	30	and	and	CCONJ
essd-1120	204	31	water	water	NOUN
essd-1120	204	32	resource	resource	NOUN
essd-1120	204	33	management	management	NOUN
essd-1120	204	34	in	in	ADP
essd-1120	204	35	semi	semi	ADJ
essd-1120	204	36	-	-	ADJ
essd-1120	204	37	arid	arid	ADJ
essd-1120	204	38	regions	region	NOUN
essd-1120	204	39	like	like	ADP
essd-1120	204	40	the	the	DET
essd-1120	204	41	gharb	gharb	NOUN
essd-1120	204	42	plain	plain	ADV
essd-1120	204	43	.	.	PUNCT
essd-1120	205	1	moving	move	VERB
essd-1120	205	2	forward	forward	ADV
essd-1120	205	3	,	,	PUNCT
essd-1120	205	4	it	it	PRON
essd-1120	205	5	is	be	AUX
essd-1120	205	6	imperative	imperative	ADJ
essd-1120	205	7	to	to	PART
essd-1120	205	8	integrate	integrate	VERB
essd-1120	205	9	these	these	DET
essd-1120	205	10	findings	finding	NOUN
essd-1120	205	11	into	into	ADP
essd-1120	205	12	policy	policy	NOUN
essd-1120	205	13	frameworks	framework	NOUN
essd-1120	205	14	and	and	CCONJ
essd-1120	205	15	on	on	ADP
essd-1120	205	16	-	-	PUNCT
essd-1120	205	17	theground	theground	NOUN
essd-1120	205	18	interventions	intervention	NOUN
essd-1120	205	19	to	to	PART
essd-1120	205	20	support	support	VERB
essd-1120	205	21	resilient	resilient	ADJ
essd-1120	205	22	and	and	CCONJ
essd-1120	205	23	sustainable	sustainable	ADJ
essd-1120	205	24	agricultural	agricultural	ADJ
essd-1120	205	25	development	development	NOUN
essd-1120	205	26	in	in	ADP
essd-1120	205	27	the	the	DET
essd-1120	205	28	gharb	gharb	NOUN
essd-1120	205	29	region	region	NOUN
essd-1120	205	30	and	and	CCONJ
essd-1120	205	31	beyond	beyond	ADP
essd-1120	205	32	.	.	PUNCT
essd-1120	206	1	by	by	ADP
essd-1120	206	2	embracing	embrace	VERB
essd-1120	206	3	innovation	innovation	NOUN
essd-1120	206	4	,	,	PUNCT
essd-1120	206	5	collaboration	collaboration	NOUN
essd-1120	206	6	,	,	PUNCT
essd-1120	206	7	and	and	CCONJ
essd-1120	206	8	advanced	advanced	ADJ
essd-1120	206	9	approaches	approach	NOUN
essd-1120	206	10	,	,	PUNCT
essd-1120	206	11	we	we	PRON
essd-1120	206	12	can	can	AUX
essd-1120	206	13	forge	forge	VERB
essd-1120	206	14	a	a	DET
essd-1120	206	15	path	path	NOUN
essd-1120	206	16	towards	towards	ADP
essd-1120	206	17	a	a	DET
essd-1120	206	18	more	more	ADV
essd-1120	206	19	equitable	equitable	ADJ
essd-1120	206	20	,	,	PUNCT
essd-1120	206	21	resilient	resilient	ADJ
essd-1120	206	22	,	,	PUNCT
essd-1120	206	23	and	and	CCONJ
essd-1120	206	24	environmentally	environmentally	ADV
essd-1120	206	25	sustainable	sustainable	ADJ
essd-1120	206	26	agricultural	agricultural	ADJ
essd-1120	206	27	future	future	NOUN
essd-1120	206	28	,	,	PUNCT
essd-1120	206	29	not	not	PART
essd-1120	206	30	only	only	ADV
essd-1120	206	31	in	in	ADP
essd-1120	206	32	the	the	DET
essd-1120	206	33	gharb	gharb	NOUN
essd-1120	206	34	region	region	NOUN
essd-1120	206	35	but	but	CCONJ
essd-1120	206	36	also	also	ADV
essd-1120	206	37	across	across	ADP
essd-1120	206	38	similar	similar	ADJ
essd-1120	206	39	agroecological	agroecological	ADJ
essd-1120	206	40	landscapes	landscape	NOUN
essd-1120	206	41	worldwide	worldwide	ADV
essd-1120	206	42	.	.	PUNCT
essd-1120	207	1	acknowledgment	acknowledgment	NOUN
essd-1120	207	2	:	:	PUNCT
essd-1120	207	3	the	the	DET
essd-1120	207	4	abstract	abstract	NOUN
essd-1120	207	5	of	of	ADP
essd-1120	207	6	this	this	DET
essd-1120	207	7	paper	paper	NOUN
essd-1120	207	8	was	be	AUX
essd-1120	207	9	presented	present	VERB
essd-1120	207	10	at	at	ADP
essd-1120	207	11	the	the	DET
essd-1120	207	12	geographic	geographic	ADJ
essd-1120	207	13	perspectives	perspective	NOUN
essd-1120	207	14	on	on	ADP
essd-1120	207	15	climate	climate	NOUN
essd-1120	207	16	change	change	NOUN
essd-1120	207	17	mitigation	mitigation	NOUN
essd-1120	207	18	in	in	ADP
essd-1120	207	19	urban	urban	ADJ
essd-1120	207	20	and	and	CCONJ
essd-1120	207	21	rural	rural	ADJ
essd-1120	207	22	environments	environment	NOUN
essd-1120	207	23	(	(	PUNCT
essd-1120	207	24	gcue	gcue	NOUN
essd-1120	207	25	)	)	PUNCT
essd-1120	207	26	conference	conference	NOUN
essd-1120	207	27	–	–	PUNCT
essd-1120	207	28	1st	1st	NOUN
essd-1120	207	29	edition	edition	NOUN
essd-1120	207	30	which	which	PRON
essd-1120	207	31	was	be	AUX
essd-1120	207	32	held	hold	VERB
essd-1120	207	33	on	on	ADP
essd-1120	207	34	the	the	DET
essd-1120	207	35	25th	25th	ADJ
essd-1120	207	36	27th	27th	NOUN
essd-1120	207	37	of	of	ADP
essd-1120	207	38	june	june	PROPN
essd-1120	207	39	2024	2024	NUM
essd-1120	207	40	.	.	PUNCT
essd-1120	208	1	funding	funding	NOUN
essd-1120	208	2	declaration	declaration	NOUN
essd-1120	208	3	:	:	PUNCT
essd-1120	208	4	this	this	DET
essd-1120	208	5	research	research	NOUN
essd-1120	208	6	did	do	AUX
essd-1120	208	7	not	not	PART
essd-1120	208	8	receive	receive	VERB
essd-1120	208	9	any	any	DET
essd-1120	208	10	specific	specific	ADJ
essd-1120	208	11	grant	grant	NOUN
essd-1120	208	12	from	from	ADP
essd-1120	208	13	funding	fund	VERB
essd-1120	208	14	agencies	agency	NOUN
essd-1120	208	15	in	in	ADP
essd-1120	208	16	the	the	DET
essd-1120	208	17	public	public	ADJ
essd-1120	208	18	,	,	PUNCT
essd-1120	208	19	commercial	commercial	ADJ
essd-1120	208	20	,	,	PUNCT
essd-1120	208	21	or	or	CCONJ
essd-1120	208	22	not	not	PART
essd-1120	208	23	-	-	PUNCT
essd-1120	208	24	for	for	ADP
essd-1120	208	25	-	-	PUNCT
essd-1120	208	26	profit	profit	NOUN
essd-1120	208	27	sectors	sector	NOUN
essd-1120	208	28	/	/	SYM
essd-1120	208	29	individuals	individual	NOUN
essd-1120	208	30	.	.	PUNCT
essd-1120	209	1	ethics	ethic	NOUN
essd-1120	209	2	approval	approval	NOUN
essd-1120	209	3	:	:	PUNCT
essd-1120	209	4	not	not	PART
essd-1120	209	5	applicable	applicable	ADJ
essd-1120	209	6	.	.	PUNCT
essd-1120	210	1	data	datum	NOUN
essd-1120	210	2	availability	availability	NOUN
essd-1120	210	3	statement	statement	NOUN
essd-1120	210	4	all	all	DET
essd-1120	210	5	relevant	relevant	ADJ
essd-1120	210	6	data	datum	NOUN
essd-1120	210	7	are	be	AUX
essd-1120	210	8	included	include	VERB
essd-1120	210	9	in	in	ADP
essd-1120	210	10	the	the	DET
essd-1120	210	11	paper	paper	NOUN
essd-1120	210	12	or	or	CCONJ
essd-1120	210	13	it	it	PRON
essd-1120	210	14	’s	’	VERB
essd-1120	210	15	supplementary	supplementary	ADJ
essd-1120	210	16	information	information	NOUN
essd-1120	210	17	.	.	PUNCT
essd-1120	211	1	conflict	conflict	NOUN
essd-1120	211	2	of	of	ADP
essd-1120	211	3	interest	interest	NOUN
essd-1120	211	4	the	the	DET
essd-1120	211	5	authors	author	NOUN
essd-1120	211	6	declare	declare	VERB
essd-1120	211	7	there	there	PRON
essd-1120	211	8	is	be	VERB
essd-1120	211	9	no	no	DET
essd-1120	211	10	conflict	conflict	NOUN
essd-1120	211	11	.	.	PUNCT
essd-1120	212	1	references	reference	NOUN
essd-1120	212	2	allen	allen	PROPN
essd-1120	212	3	,	,	PUNCT
essd-1120	212	4	r.	r.	PROPN
essd-1120	212	5	g.	g.	PROPN
essd-1120	212	6	2003	2003	NUM
essd-1120	212	7	crop	crop	NOUN
essd-1120	212	8	coefficients	coefficient	NOUN
essd-1120	212	9	.	.	PUNCT
essd-1120	213	1	encyclopedia	encyclopedia	NOUN
essd-1120	213	2	of	of	ADP
essd-1120	213	3	water	water	NOUN
essd-1120	213	4	science	science	NOUN
essd-1120	213	5	.	.	PUNCT
essd-1120	214	1	marcel	marcel	PROPN
essd-1120	214	2	dekker	dekker	PROPN
essd-1120	214	3	publishers	publisher	NOUN
essd-1120	214	4	,	,	PUNCT
essd-1120	214	5	new	new	PROPN
essd-1120	214	6	york	york	PROPN
essd-1120	214	7	,	,	PUNCT
essd-1120	214	8	87–90	87–90	NUM
essd-1120	214	9	.	.	PUNCT
essd-1120	215	1	allen	allen	PROPN
essd-1120	215	2	,	,	PUNCT
essd-1120	215	3	r.	r.	PROPN
essd-1120	215	4	g.	g.	PROPN
essd-1120	215	5	,	,	PUNCT
essd-1120	215	6	pereira	pereira	PROPN
essd-1120	215	7	,	,	PUNCT
essd-1120	215	8	l.	l.	PROPN
essd-1120	215	9	s.	s.	PROPN
essd-1120	215	10	,raes	,raes	PROPN
essd-1120	215	11	,	,	PUNCT
essd-1120	215	12	d.	d.	PROPN
essd-1120	215	13	&	&	CCONJ
essd-1120	215	14	smith	smith	PROPN
essd-1120	215	15	,	,	PUNCT
essd-1120	215	16	m.	m.	NOUN
essd-1120	215	17	1998	1998	NUM
essd-1120	215	18	crop	crop	NOUN
essd-1120	215	19	evapotranspiration	evapotranspiration	NOUN
essd-1120	215	20	:	:	PUNCT
essd-1120	215	21	guidelines	guideline	NOUN
essd-1120	215	22	for	for	ADP
essd-1120	215	23	computing	compute	VERB
essd-1120	215	24	crop	crop	NOUN
essd-1120	215	25	water	water	NOUN
essd-1120	215	26	requirements	requirement	NOUN
essd-1120	215	27	,	,	PUNCT
essd-1120	215	28	irrigation	irrigation	NOUN
essd-1120	215	29	and	and	CCONJ
essd-1120	215	30	drainage	drainage	NOUN
essd-1120	215	31	paper	paper	NOUN
essd-1120	215	32	56	56	NUM
essd-1120	215	33	.	.	PUNCT
essd-1120	216	1	united	united	PROPN
essd-1120	216	2	nations	nations	PROPN
essd-1120	216	3	fao	fao	PROPN
essd-1120	216	4	,	,	PUNCT
essd-1120	216	5	rome	rome	PROPN
essd-1120	216	6	,	,	PUNCT
essd-1120	216	7	300	300	NUM
essd-1120	216	8	p.	p.	NOUN
essd-1120	216	9	http://www.fao.org/docrep/x0490e/x0490e00.htm	http://www.fao.org/docrep/x0490e/x0490e00.htm	PROPN
essd-1120	217	1	bouaziz	bouaziz	PROPN
essd-1120	217	2	,	,	PUNCT
essd-1120	217	3	l.	l.	PROPN
essd-1120	217	4	,	,	PUNCT
essd-1120	217	5	kharrou	kharrou	NOUN
essd-1120	217	6	,	,	PUNCT
essd-1120	217	7	m.	m.	PROPN
essd-1120	217	8	h.	h.	PROPN
essd-1120	217	9	,	,	PUNCT
essd-1120	217	10	bacha	bacha	PROPN
essd-1120	217	11	,	,	PUNCT
essd-1120	217	12	s.	s.	PROPN
essd-1120	217	13	,	,	PUNCT
essd-1120	217	14	&	&	CCONJ
essd-1120	217	15	jemmali	jemmali	PROPN
essd-1120	217	16	,	,	PUNCT
essd-1120	217	17	r.	r.	PROPN
essd-1120	217	18	(	(	PUNCT
essd-1120	217	19	2019	2019	NUM
essd-1120	217	20	)	)	PUNCT
essd-1120	217	21	.	.	PUNCT
essd-1120	218	1	assessment	assessment	NOUN
essd-1120	218	2	of	of	ADP
essd-1120	218	3	water	water	NOUN
essd-1120	218	4	requirements	requirement	NOUN
essd-1120	218	5	for	for	ADP
essd-1120	218	6	major	major	ADJ
essd-1120	218	7	crops	crop	NOUN
essd-1120	218	8	in	in	ADP
essd-1120	218	9	a	a	DET
essd-1120	218	10	semi	semi	ADJ
essd-1120	218	11	-	-	ADJ
essd-1120	218	12	arid	arid	ADJ
essd-1120	218	13	region	region	NOUN
essd-1120	218	14	of	of	ADP
essd-1120	218	15	north	north	PROPN
essd-1120	218	16	africa	africa	PROPN
essd-1120	218	17	using	use	VERB
essd-1120	218	18	the	the	DET
essd-1120	218	19	fao-56	fao-56	NOUN
essd-1120	218	20	method	method	NOUN
essd-1120	218	21	and	and	CCONJ
essd-1120	218	22	sebal	sebal	ADJ
essd-1120	218	23	model	model	NOUN
essd-1120	218	24	.	.	PUNCT
essd-1120	219	1	*	*	PUNCT
essd-1120	219	2	remote	remote	ADJ
essd-1120	219	3	sensing	sense	VERB
essd-1120	219	4	applications	application	NOUN
essd-1120	219	5	:	:	PUNCT
essd-1120	219	6	society	society	NOUN
essd-1120	219	7	and	and	CCONJ
essd-1120	219	8	environment	environment	NOUN
essd-1120	219	9	,	,	PUNCT
essd-1120	219	10	15	15	NUM
essd-1120	219	11	*	*	NOUN
essd-1120	219	12	,	,	PUNCT
essd-1120	219	13	100240	100240	NUM
essd-1120	219	14	.	.	PUNCT
essd-1120	220	1	cammarano	cammarano	PROPN
essd-1120	220	2	,	,	PUNCT
essd-1120	220	3	d.	d.	PROPN
essd-1120	220	4	,rötter	,rötter	PUNCT
essd-1120	220	5	,	,	PUNCT
essd-1120	220	6	r.	r.	PROPN
essd-1120	220	7	p.	p.	PROPN
essd-1120	220	8	,asseng	,asseng	PROPN
essd-1120	220	9	,	,	PUNCT
essd-1120	220	10	s.	s.	PROPN
essd-1120	220	11	,ewert	,ewert	PROPN
essd-1120	220	12	,	,	PUNCT
essd-1120	220	13	f.	f.	PROPN
essd-1120	220	14	,	,	PUNCT
essd-1120	220	15	wallach	wallach	PROPN
essd-1120	220	16	,	,	PUNCT
essd-1120	220	17	d.	d.	PROPN
essd-1120	220	18	,martre	,martre	PROPN
essd-1120	220	19	,	,	PUNCT
essd-1120	220	20	p.	p.	PROPN
essd-1120	220	21	,	,	PUNCT
essd-1120	220	22	hatfield	hatfield	PROPN
essd-1120	220	23	,	,	PUNCT
essd-1120	220	24	j.	j.	PROPN
essd-1120	220	25	l.	l.	PROPN
essd-1120	220	26	,	,	PUNCT
essd-1120	220	27	jones	jones	PROPN
essd-1120	220	28	,	,	PUNCT
essd-1120	220	29	j.	j.	PROPN
essd-1120	220	30	w.	w.	PROPN
essd-1120	220	31	,rosenzweig	,rosenzweig	PROPN
essd-1120	220	32	,	,	PUNCT
essd-1120	220	33	c.	c.	PROPN
essd-1120	220	34	,ruane	,ruane	PROPN
essd-1120	220	35	,	,	PUNCT
essd-1120	220	36	a.	a.	PROPN
essd-1120	220	37	c.	c.	PROPN
essd-1120	220	38	,boote	,boote	PROPN
essd-1120	220	39	,	,	PUNCT
essd-1120	220	40	k.	k.	PROPN
essd-1120	220	41	j.	j.	PROPN
essd-1120	220	42	,thorburn	,thorburn	PROPN
essd-1120	220	43	,	,	PUNCT
essd-1120	220	44	p.	p.	PROPN
essd-1120	220	45	j.	j.	PROPN
essd-1120	220	46	,kersebaum	,kersebaum	PROPN
essd-1120	220	47	,	,	PUNCT
essd-1120	220	48	k.	k.	PROPN
essd-1120	220	49	c.	c.	PROPN
essd-1120	220	50	,	,	PUNCT
essd-1120	220	51	aggarwal	aggarwal	PROPN
essd-1120	220	52	,	,	PUNCT
essd-1120	220	53	p.	p.	PROPN
essd-1120	220	54	k.	k.	PROPN
essd-1120	220	55	,	,	PUNCT
essd-1120	220	56	angulo	angulo	PROPN
essd-1120	220	57	,	,	PUNCT
essd-1120	220	58	c.	c.	NOUN
essd-1120	220	59	,	,	PUNCT
essd-1120	220	60	basso	basso	PROPN
essd-1120	220	61	,	,	PUNCT
essd-1120	220	62	b.	b.	PROPN
essd-1120	220	63	,bertuzzi	,bertuzzi	PUNCT
essd-1120	220	64	,	,	PUNCT
essd-1120	220	65	p.	p.	PROPN
essd-1120	220	66	,biernath	,biernath	PUNCT
essd-1120	220	67	,	,	PUNCT
essd-1120	220	68	c.	c.	PROPN
essd-1120	220	69	,brisson	,brisson	PROPN
essd-1120	220	70	,	,	PUNCT
essd-1120	220	71	n.	n.	NOUN
essd-1120	220	72	,challinor	,challinor	PUNCT
essd-1120	220	73	,	,	PUNCT
essd-1120	220	74	a.	a.	PROPN
essd-1120	220	75	j.	j.	PROPN
essd-1120	220	76	&	&	CCONJ
essd-1120	220	77	wolf	wolf	PROPN
essd-1120	220	78	,	,	PUNCT
essd-1120	220	79	j.	j.	PROPN
essd-1120	220	80	2016	2016	NUM
essd-1120	220	81	uncertainty	uncertainty	NOUN
essd-1120	220	82	of	of	ADP
essd-1120	220	83	wheat	wheat	NOUN
essd-1120	220	84	water	water	NOUN
essd-1120	220	85	use	use	NOUN
essd-1120	220	86	:	:	PUNCT
essd-1120	220	87	simulated	simulate	VERB
essd-1120	220	88	patterns	pattern	NOUN
essd-1120	220	89	and	and	CCONJ
essd-1120	220	90	sensitivity	sensitivity	NOUN
essd-1120	220	91	to	to	ADP
essd-1120	220	92	temperature	temperature	NOUN
essd-1120	220	93	and	and	CCONJ
essd-1120	220	94	co2	co2	NOUN
essd-1120	220	95	.	.	PUNCT
essd-1120	221	1	field	field	NOUN
essd-1120	221	2	crops	crop	NOUN
essd-1120	221	3	research	research	VERB
essd-1120	221	4	198,80–92	198,80–92	NUM
essd-1120	221	5	.	.	PUNCT
essd-1120	222	1	cheikhaoui	cheikhaoui	NOUN
essd-1120	222	2	,	,	PUNCT
essd-1120	222	3	yousra	yousra	PROPN
essd-1120	222	4	,	,	PUNCT
essd-1120	222	5	mohamed	mohamed	PROPN
essd-1120	222	6	sadiki	sadiki	PROPN
essd-1120	222	7	,	,	PUNCT
essd-1120	222	8	mohamed	mohamed	PROPN
essd-1120	222	9	allouza	allouza	PROPN
essd-1120	222	10	,	,	PUNCT
essd-1120	222	11	saïdchakiri	saïdchakiri	PROPN
essd-1120	222	12	,	,	PUNCT
essd-1120	222	13	and	and	CCONJ
essd-1120	222	14	abdelahekbouabdli	abdelahekbouabdli	ADJ
essd-1120	222	15	.	.	NOUN
essd-1120	222	16	2024	2024	NUM
essd-1120	222	17	.	.	PUNCT
essd-1120	223	1	“	"	PUNCT
essd-1120	223	2	estimation	estimation	NOUN
essd-1120	223	3	of	of	ADP
essd-1120	223	4	irrigation	irrigation	NOUN
essd-1120	223	5	water	water	NOUN
essd-1120	223	6	requirements	requirement	NOUN
essd-1120	223	7	in	in	ADP
essd-1120	223	8	the	the	DET
essd-1120	223	9	gharb	gharb	NOUN
essd-1120	223	10	-	-	PUNCT
essd-1120	223	11	irrigated	irrigate	VERB
essd-1120	223	12	perimeter	perimeter	NOUN
essd-1120	223	13	(	(	PUNCT
essd-1120	223	14	north	north	NOUN
essd-1120	223	15	-	-	PUNCT
essd-1120	223	16	western	western	ADJ
essd-1120	223	17	morocco	morocco	PROPN
essd-1120	223	18	)	)	PUNCT
essd-1120	223	19	.	.	PUNCT
essd-1120	223	20	”	"	PUNCT
essd-1120	224	1	water	water	NOUN
essd-1120	224	2	supply	supply	NOUN
essd-1120	224	3	,	,	PUNCT
essd-1120	224	4	january	january	PROPN
essd-1120	224	5	,	,	PUNCT
essd-1120	224	6	ws2024012	ws2024012	PROPN
essd-1120	224	7	.	.	PUNCT
essd-1120	225	1	https://doi.org/10.2166/ws.2024.012	https://doi.org/10.2166/ws.2024.012	PROPN
essd-1120	225	2	.	.	PROPN
essd-1120	225	3	gorelick	gorelick	PROPN
essd-1120	225	4	,	,	PUNCT
essd-1120	225	5	noel	noel	PROPN
essd-1120	225	6	,	,	PUNCT
essd-1120	225	7	matt	matt	PROPN
essd-1120	225	8	hancher	hancher	PROPN
essd-1120	225	9	,	,	PUNCT
essd-1120	225	10	mike	mike	PROPN
essd-1120	225	11	dixon	dixon	PROPN
essd-1120	225	12	,	,	PUNCT
essd-1120	225	13	simon	simon	PROPN
essd-1120	225	14	ilyushchenko	ilyushchenko	PROPN
essd-1120	225	15	,	,	PUNCT
essd-1120	225	16	david	david	PROPN
essd-1120	225	17	thau	thau	NOUN
essd-1120	225	18	,	,	PUNCT
essd-1120	225	19	and	and	CCONJ
essd-1120	225	20	rebecca	rebecca	PROPN
essd-1120	225	21	moore	moore	PROPN
essd-1120	225	22	.	.	PROPN
essd-1120	225	23	2017	2017	NUM
essd-1120	225	24	.	.	PUNCT
essd-1120	226	1	“	"	PUNCT
essd-1120	226	2	google	google	PROPN
essd-1120	226	3	earth	earth	NOUN
essd-1120	226	4	engine	engine	NOUN
essd-1120	226	5	:	:	PUNCT
essd-1120	226	6	planetaryscale	planetaryscale	VERB
essd-1120	226	7	geospatial	geospatial	ADJ
essd-1120	226	8	analysis	analysis	NOUN
essd-1120	226	9	for	for	ADP
essd-1120	226	10	everyone	everyone	PRON
essd-1120	226	11	.	.	PUNCT
essd-1120	226	12	”	"	PUNCT
essd-1120	227	1	remote	remote	ADJ
essd-1120	227	2	sensing	sensing	NOUN
essd-1120	227	3	of	of	ADP
essd-1120	227	4	environment	environment	NOUN
essd-1120	227	5	,	,	PUNCT
essd-1120	227	6	big	big	ADJ
essd-1120	227	7	remotely	remotely	ADV
essd-1120	227	8	sensed	sense	VERB
essd-1120	227	9	data	datum	NOUN
essd-1120	227	10	:	:	PUNCT
essd-1120	227	11	tools	tool	NOUN
essd-1120	227	12	,	,	PUNCT
essd-1120	227	13	applications	application	NOUN
essd-1120	227	14	and	and	CCONJ
essd-1120	227	15	experiences	experience	NOUN
essd-1120	227	16	,	,	PUNCT
essd-1120	227	17	202	202	NUM
essd-1120	227	18	(	(	PUNCT
essd-1120	227	19	december	december	PROPN
essd-1120	227	20	):	):	PUNCT
essd-1120	227	21	18–27	18–27	NUM
essd-1120	227	22	.	.	PUNCT
essd-1120	228	1	https://doi.org/10.1016/j.rse.2017.06.031	https://doi.org/10.1016/j.rse.2017.06.031	NOUN
essd-1120	228	2	.	.	PUNCT
essd-1120	229	1	fao	fao	VERB
essd-1120	229	2	2022	2022	NUM
essd-1120	229	3	‘	'	PUNCT
essd-1120	229	4	chapter	chapter	NOUN
essd-1120	229	5	2	2	NUM
essd-1120	229	6	–	–	PUNCT
essd-1120	229	7	fao	fao	PROPN
essd-1120	229	8	penman	penman	PROPN
essd-1120	229	9	-	-	PUNCT
essd-1120	229	10	monteith	monteith	PROPN
essd-1120	229	11	equation	equation	NOUN
essd-1120	229	12	.	.	PUNCT
essd-1120	229	13	’	'	PUNCT
essd-1120	230	1	available	available	ADJ
essd-1120	230	2	from	from	ADP
essd-1120	230	3	:	:	PUNCT
essd-1120	230	4	https://www.fao.org/3/x0490e/x0490e06.htm	https://www.fao.org/3/x0490e/x0490e06.htm	PROPN
essd-1120	230	5	(	(	PUNCT
essd-1120	230	6	accessed	access	VERB
essd-1120	230	7	june	june	PROPN
essd-1120	230	8	7	7	NUM
essd-1120	230	9	2022	2022	NUM
essd-1120	230	10	)	)	PUNCT
essd-1120	230	11	.	.	PUNCT
essd-1120	231	1	li	li	PROPN
essd-1120	231	2	,	,	PUNCT
essd-1120	231	3	y.	y.	PROPN
essd-1120	231	4	,	,	PUNCT
essd-1120	231	5	wang	wang	PROPN
essd-1120	231	6	,	,	PUNCT
essd-1120	231	7	h.	h.	PROPN
essd-1120	231	8	,	,	PUNCT
essd-1120	231	9	chen	chen	PROPN
essd-1120	231	10	,	,	PUNCT
essd-1120	231	11	y.	y.	PROPN
essd-1120	231	12	,	,	PUNCT
essd-1120	231	13	deng	deng	PROPN
essd-1120	231	14	,	,	PUNCT
essd-1120	231	15	m.	m.	NOUN
essd-1120	231	16	,	,	PUNCT
essd-1120	231	17	li	li	PROPN
essd-1120	231	18	,	,	PUNCT
essd-1120	231	19	q.	q.	PROPN
essd-1120	231	20	,wufu	,wufu	PROPN
essd-1120	231	21	,	,	PUNCT
essd-1120	231	22	a.	a.	PROPN
essd-1120	231	23	,	,	PUNCT
essd-1120	231	24	wang	wang	PROPN
essd-1120	231	25	,	,	PUNCT
essd-1120	231	26	d.	d.	PROPN
essd-1120	231	27	&	&	CCONJ
essd-1120	231	28	ma	ma	PROPN
essd-1120	231	29	,	,	PUNCT
essd-1120	231	30	l.	l.	PROPN
essd-1120	231	31	2020	2020	NUM
essd-1120	231	32	estimation	estimation	NOUN
essd-1120	231	33	of	of	ADP
essd-1120	231	34	regional	regional	ADJ
essd-1120	231	35	irrigation	irrigation	NOUN
essd-1120	231	36	water	water	NOUN
essd-1120	231	37	requirements	requirement	NOUN
essd-1120	231	38	and	and	CCONJ
essd-1120	231	39	water	water	NOUN
essd-1120	231	40	balance	balance	NOUN
essd-1120	231	41	in	in	ADP
essd-1120	231	42	xinjiang	xinjiang	PROPN
essd-1120	231	43	,	,	PUNCT
essd-1120	231	44	china	china	PROPN
essd-1120	231	45	during	during	ADP
essd-1120	231	46	1995–2017	1995–2017	NUM
essd-1120	231	47	.	.	PUNCT
essd-1120	232	1	peerj	peerj	PROPN
essd-1120	232	2	8	8	NUM
essd-1120	232	3	(	(	PUNCT
essd-1120	232	4	january	january	PROPN
essd-1120	232	5	)	)	PUNCT
essd-1120	232	6	,	,	PUNCT
essd-1120	232	7	e8243	e8243	PROPN
essd-1120	232	8	.	.	PUNCT
essd-1120	232	9	https://doi.org/10.7717/peerj.8243	https://doi.org/10.7717/peerj.8243	PROPN
essd-1120	232	10	.	.	PUNCT
essd-1120	233	1	ortiz	ortiz	PROPN
essd-1120	233	2	-	-	PUNCT
essd-1120	233	3	bobea	bobea	PROPN
essd-1120	233	4	,	,	PUNCT
essd-1120	233	5	ariel	ariel	PROPN
essd-1120	233	6	.	.	PROPN
essd-1120	233	7	2021	2021	NUM
essd-1120	233	8	.	.	PUNCT
essd-1120	234	1	“	"	PUNCT
essd-1120	234	2	climate	climate	NOUN
essd-1120	234	3	,	,	PUNCT
essd-1120	234	4	agriculture	agriculture	NOUN
essd-1120	234	5	and	and	CCONJ
essd-1120	234	6	food	food	NOUN
essd-1120	234	7	.	.	PUNCT
essd-1120	234	8	”	"	PUNCT
essd-1120	234	9	arxiv	arxiv	PROPN
essd-1120	234	10	.	.	PUNCT
essd-1120	235	1	https://doi.org/10.48550/arxiv.2105.12044	https://doi.org/10.48550/arxiv.2105.12044	PROPN
essd-1120	235	2	.	.	PUNCT
essd-1120	235	3	jiang	jiang	PROPN
essd-1120	235	4	,	,	PUNCT
essd-1120	235	5	z.	z.	PROPN
essd-1120	235	6	,	,	PUNCT
essd-1120	235	7	huete	huete	PROPN
essd-1120	235	8	,	,	PUNCT
essd-1120	235	9	a.	a.	PROPN
essd-1120	235	10	r.	r.	PROPN
essd-1120	235	11	,	,	PUNCT
essd-1120	235	12	didan	didan	PROPN
essd-1120	235	13	,	,	PUNCT
essd-1120	235	14	k.	k.	PROPN
essd-1120	235	15	,	,	PUNCT
essd-1120	235	16	&	&	CCONJ
essd-1120	235	17	miura	miura	PROPN
essd-1120	235	18	,	,	PUNCT
essd-1120	235	19	t.	t.	PROPN
essd-1120	235	20	(	(	PUNCT
essd-1120	235	21	2019	2019	NUM
essd-1120	235	22	)	)	PUNCT
essd-1120	235	23	.	.	PUNCT
essd-1120	236	1	development	development	NOUN
essd-1120	236	2	of	of	ADP
essd-1120	236	3	a	a	DET
essd-1120	236	4	two	two	NUM
essd-1120	236	5	-	-	PUNCT
essd-1120	236	6	band	band	NOUN
essd-1120	236	7	enhanced	enhance	VERB
essd-1120	236	8	vegetation	vegetation	NOUN
essd-1120	236	9	index	index	NOUN
essd-1120	236	10	without	without	ADP
essd-1120	236	11	a	a	DET
essd-1120	236	12	blue	blue	ADJ
essd-1120	236	13	band	band	NOUN
essd-1120	236	14	.	.	PUNCT
essd-1120	237	1	*	*	PUNCT
essd-1120	237	2	remote	remote	ADJ
essd-1120	237	3	sensing	sensing	NOUN
essd-1120	237	4	of	of	ADP
essd-1120	237	5	environment	environment	NOUN
essd-1120	237	6	,	,	PUNCT
essd-1120	237	7	231	231	NUM
essd-1120	237	8	*	*	NOUN
essd-1120	237	9	,	,	PUNCT
essd-1120	237	10	111223	111223	NUM
essd-1120	237	11	.	.	PUNCT
essd-1120	238	1	http://www.fao.org/docrep/x0490e/x0490e00.htm	http://www.fao.org/docrep/x0490e/x0490e00.htm	PROPN
essd-1120	238	2	cheikhaoui/	cheikhaoui/	NUM
essd-1120	238	3	environmental	environmental	ADJ
essd-1120	238	4	science	science	NOUN
essd-1120	238	5	and	and	CCONJ
essd-1120	238	6	sustainable	sustainable	ADJ
essd-1120	238	7	development	development	NOUN
essd-1120	238	8	pg	pg	NOUN
essd-1120	238	9	.	.	PROPN
essd-1120	239	1	14	14	NUM
essd-1120	239	2	pettorelli	pettorelli	NOUN
essd-1120	239	3	,	,	PUNCT
essd-1120	239	4	nathalie	nathalie	PROPN
essd-1120	239	5	,	,	PUNCT
essd-1120	239	6	jon	jon	PROPN
essd-1120	239	7	olav	olav	PROPN
essd-1120	239	8	vik	vik	PROPN
essd-1120	239	9	,	,	PUNCT
essd-1120	239	10	atlemysterud	atlemysterud	NOUN
essd-1120	239	11	,	,	PUNCT
essd-1120	239	12	jean	jean	PROPN
essd-1120	239	13	-	-	PUNCT
essd-1120	239	14	michel	michel	PROPN
essd-1120	239	15	gaillard	gaillard	PROPN
essd-1120	239	16	,	,	PUNCT
essd-1120	239	17	compton	compton	PROPN
essd-1120	239	18	j.	j.	PROPN
essd-1120	239	19	tucker	tucker	PROPN
essd-1120	239	20	,	,	PUNCT
essd-1120	239	21	and	and	CCONJ
essd-1120	239	22	nils	nils	PROPN
essd-1120	239	23	chr	chr	PROPN
essd-1120	239	24	stenseth	stenseth	PROPN
essd-1120	239	25	.	.	PUNCT
essd-1120	239	26	2005	2005	NUM
essd-1120	239	27	.	.	PUNCT
essd-1120	240	1	“	"	PUNCT
essd-1120	240	2	using	use	VERB
essd-1120	240	3	the	the	DET
essd-1120	240	4	satellitederived	satellitederived	ADJ
essd-1120	240	5	ndvi	ndvi	NOUN
essd-1120	240	6	to	to	PART
essd-1120	240	7	assess	assess	VERB
essd-1120	240	8	ecological	ecological	ADJ
essd-1120	240	9	responses	response	NOUN
essd-1120	240	10	to	to	ADP
essd-1120	240	11	environmental	environmental	ADJ
essd-1120	240	12	change	change	NOUN
essd-1120	240	13	.	.	PUNCT
essd-1120	240	14	”	"	PUNCT
essd-1120	240	15	trends	trend	NOUN
essd-1120	240	16	in	in	ADP
essd-1120	240	17	ecology	ecology	NOUN
essd-1120	240	18	&	&	CCONJ
essd-1120	240	19	evolution	evolution	PROPN
essd-1120	240	20	20	20	NUM
essd-1120	240	21	(	(	PUNCT
essd-1120	240	22	9	9	NUM
essd-1120	240	23	):	):	PUNCT
essd-1120	240	24	503–10	503–10	NUM
essd-1120	240	25	.	.	PUNCT
essd-1120	240	26	https://doi.org/10.1016/j.tree.2005.05.011	https://doi.org/10.1016/j.tree.2005.05.011	NOUN
essd-1120	240	27	.	.	PUNCT
essd-1120	241	1	porter	porter	NOUN
essd-1120	241	2	,	,	PUNCT
essd-1120	241	3	j.	j.	PROPN
essd-1120	241	4	r.	r.	PROPN
essd-1120	241	5	,xie	,xie	PUNCT
essd-1120	241	6	l	l	PROPN
essd-1120	241	7	,	,	PUNCT
essd-1120	241	8	andrew	andrew	PROPN
essd-1120	241	9	j.	j.	PROPN
essd-1120	241	10	challinor	challinor	PROPN
essd-1120	241	11	,	,	PUNCT
essd-1120	241	12	k.	k.	PROPN
essd-1120	241	13	cochrane	cochrane	PROPN
essd-1120	241	14	,	,	PUNCT
essd-1120	241	15	howdensm	howdensm	NOUN
essd-1120	241	16	,	,	PUNCT
essd-1120	241	17	m.	m.	NOUN
essd-1120	241	18	m.	m.	PROPN
essd-1120	241	19	iqbal	iqbal	PROPN
essd-1120	241	20	,	,	PUNCT
essd-1120	241	21	david	david	PROPN
essd-1120	241	22	b.	b.	PROPN
essd-1120	241	23	lobell	lobell	PROPN
essd-1120	241	24	,	,	PUNCT
essd-1120	241	25	and	and	CCONJ
essd-1120	241	26	maria	maria	PROPN
essd-1120	241	27	travasso	travasso	PROPN
essd-1120	241	28	.	.	PUNCT
essd-1120	241	29	2014	2014	NUM
essd-1120	241	30	.	.	PUNCT
essd-1120	242	1	“	"	PUNCT
essd-1120	242	2	food	food	NOUN
essd-1120	242	3	security	security	NOUN
essd-1120	242	4	and	and	CCONJ
essd-1120	242	5	food	food	NOUN
essd-1120	242	6	production	production	NOUN
essd-1120	242	7	systems	system	NOUN
essd-1120	242	8	.	.	PUNCT
essd-1120	242	9	”	"	PUNCT
essd-1120	243	1	https://hdl.handle.net/10568/68162	https://hdl.handle.net/10568/68162	PROPN
essd-1120	243	2	.	.	PUNCT
essd-1120	243	3	potgieter	potgieter	PROPN
essd-1120	243	4	,	,	PUNCT
essd-1120	243	5	a.	a.	PROPN
essd-1120	243	6	,meinke	,meinke	PROPN
essd-1120	243	7	,	,	PUNCT
essd-1120	243	8	h.	h.	PROPN
essd-1120	243	9	,	,	PUNCT
essd-1120	243	10	doherty	doherty	PROPN
essd-1120	243	11	,	,	PUNCT
essd-1120	243	12	a.	a.	NOUN
essd-1120	243	13	,sadras	,sadras	PUNCT
essd-1120	243	14	,	,	PUNCT
essd-1120	243	15	v.	v.	PROPN
essd-1120	243	16	o.	o.	NOUN
essd-1120	243	17	,	,	PUNCT
essd-1120	243	18	hammer	hammer	NOUN
essd-1120	243	19	,	,	PUNCT
essd-1120	243	20	g.	g.	PROPN
essd-1120	243	21	l.	l.	PROPN
essd-1120	243	22	,	,	PUNCT
essd-1120	243	23	&	&	CCONJ
essd-1120	243	24	crimp	crimp	PROPN
essd-1120	243	25	,	,	PUNCT
essd-1120	243	26	s.	s.	PROPN
essd-1120	243	27	2021	2021	NUM
essd-1120	243	28	.	.	PUNCT
essd-1120	244	1	the	the	DET
essd-1120	244	2	use	use	NOUN
essd-1120	244	3	of	of	ADP
essd-1120	244	4	remote	remote	ADJ
essd-1120	244	5	sensing	sensing	NOUN
essd-1120	244	6	in	in	ADP
essd-1120	244	7	cropping	cropping	NOUN
essd-1120	244	8	and	and	CCONJ
essd-1120	244	9	pastoral	pastoral	ADJ
essd-1120	244	10	systems	system	NOUN
essd-1120	244	11	.	.	PUNCT
essd-1120	245	1	in	in	ADP
essd-1120	245	2	handbook	handbook	NOUN
essd-1120	245	3	of	of	ADP
essd-1120	245	4	remote	remote	ADJ
essd-1120	245	5	sensing	sensing	NOUN
essd-1120	245	6	(	(	PUNCT
essd-1120	245	7	pp	pp	ADJ
essd-1120	245	8	.	.	PUNCT
essd-1120	246	1	1	1	NUM
essd-1120	246	2	-	-	SYM
essd-1120	246	3	25	25	NUM
essd-1120	246	4	)	)	PUNCT
essd-1120	246	5	.	.	PUNCT
essd-1120	247	1	springer	springer	NOUN
essd-1120	247	2	,	,	PUNCT
essd-1120	247	3	cham	cham	AUX
essd-1120	247	4	rouse	rouse	VERB
essd-1120	247	5	jr	jr	PROPN
essd-1120	247	6	,	,	PUNCT
essd-1120	247	7	j.	j.	PROPN
essd-1120	247	8	w.	w.	PROPN
essd-1120	247	9	,	,	PUNCT
essd-1120	247	10	haas	haas	PROPN
essd-1120	247	11	jr	jr	PROPN
essd-1120	247	12	,	,	PUNCT
essd-1120	247	13	r.	r.	PROPN
essd-1120	247	14	h.	h.	PROPN
essd-1120	247	15	,	,	PUNCT
essd-1120	247	16	schell	schell	PROPN
essd-1120	247	17	,	,	PUNCT
essd-1120	247	18	j.	j.	PROPN
essd-1120	247	19	a.	a.	PROPN
essd-1120	247	20	,	,	PUNCT
essd-1120	247	21	&	&	CCONJ
essd-1120	247	22	deering	deering	PROPN
essd-1120	247	23	,	,	PUNCT
essd-1120	247	24	d.	d.	PROPN
essd-1120	247	25	w.	w.	PROPN
essd-1120	247	26	(	(	PUNCT
essd-1120	247	27	1974	1974	NUM
essd-1120	247	28	)	)	PUNCT
essd-1120	247	29	.	.	PUNCT
essd-1120	248	1	monitoring	monitor	VERB
essd-1120	248	2	vegetation	vegetation	NOUN
essd-1120	248	3	systems	system	NOUN
essd-1120	248	4	in	in	ADP
essd-1120	248	5	the	the	DET
essd-1120	248	6	great	great	ADJ
essd-1120	248	7	plains	plain	NOUN
essd-1120	248	8	with	with	ADP
essd-1120	248	9	erts	ert	NOUN
essd-1120	248	10	.	.	PUNCT
essd-1120	249	1	in	in	ADP
essd-1120	249	2	*	*	ADJ
essd-1120	249	3	proceedings	proceeding	NOUN
essd-1120	249	4	of	of	ADP
essd-1120	249	5	the	the	DET
essd-1120	249	6	third	third	ADJ
essd-1120	249	7	earth	earth	NOUN
essd-1120	249	8	resources	resource	NOUN
essd-1120	249	9	technology	technology	PROPN
essd-1120	249	10	satellite-1	satellite-1	PROPN
essd-1120	249	11	symposium	symposium	NOUN
essd-1120	249	12	,	,	PUNCT
essd-1120	249	13	vol	vol	NOUN
essd-1120	249	14	.	.	PROPN
essd-1120	250	1	1	1	NUM
essd-1120	250	2	*	*	PUNCT
essd-1120	250	3	(	(	PUNCT
essd-1120	250	4	pp	pp	ADJ
essd-1120	250	5	.	.	PUNCT
essd-1120	251	1	309	309	NUM
essd-1120	251	2	-	-	SYM
essd-1120	251	3	317	317	NUM
essd-1120	251	4	)	)	PUNCT
essd-1120	251	5	.	.	PUNCT
essd-1120	252	1	weiss	weiss	PROPN
essd-1120	252	2	,	,	PUNCT
essd-1120	252	3	m.	m.	NOUN
essd-1120	252	4	,	,	PUNCT
essd-1120	252	5	f.	f.	PROPN
essd-1120	252	6	jacob	jacob	PROPN
essd-1120	252	7	,	,	PUNCT
essd-1120	252	8	and	and	CCONJ
essd-1120	252	9	g.	g.	PROPN
essd-1120	252	10	duveiller	duveiller	PROPN
essd-1120	252	11	.	.	PUNCT
essd-1120	253	1	2020	2020	NUM
essd-1120	253	2	.	.	PUNCT
essd-1120	254	1	“	"	PUNCT
essd-1120	254	2	remote	remote	ADJ
essd-1120	254	3	sensing	sensing	NOUN
essd-1120	254	4	for	for	ADP
essd-1120	254	5	agricultural	agricultural	ADJ
essd-1120	254	6	applications	application	NOUN
essd-1120	254	7	:	:	PUNCT
essd-1120	254	8	a	a	DET
essd-1120	254	9	meta	meta	ADJ
essd-1120	254	10	-	-	PUNCT
essd-1120	254	11	review	review	NOUN
essd-1120	254	12	.	.	PUNCT
essd-1120	254	13	”	"	PUNCT
essd-1120	255	1	remote	remote	ADJ
essd-1120	255	2	sensing	sensing	NOUN
essd-1120	255	3	of	of	ADP
essd-1120	255	4	environment	environment	NOUN
essd-1120	255	5	236	236	NUM
essd-1120	255	6	(	(	PUNCT
essd-1120	255	7	january	january	PROPN
essd-1120	255	8	):	):	PUNCT
essd-1120	255	9	111402	111402	NUM
essd-1120	255	10	.	.	PUNCT
essd-1120	256	1	https://doi.org/10.1016/j.rse.2019.111402	https://doi.org/10.1016/j.rse.2019.111402	PROPN
essd-1120	256	2	.	.	PUNCT
essd-1120	257	1	wu	wu	PROPN
essd-1120	257	2	,	,	PUNCT
essd-1120	257	3	c.	c.	PROPN
essd-1120	257	4	,	,	PUNCT
essd-1120	257	5	niu	niu	PROPN
essd-1120	257	6	,	,	PUNCT
essd-1120	257	7	z.	z.	PROPN
essd-1120	257	8	,	,	PUNCT
essd-1120	257	9	tang	tang	PROPN
essd-1120	257	10	,	,	PUNCT
essd-1120	257	11	q.	q.	PROPN
essd-1120	257	12	,	,	PUNCT
essd-1120	257	13	huang	huang	PROPN
essd-1120	257	14	,	,	PUNCT
essd-1120	257	15	w.	w.	PROPN
essd-1120	257	16	,	,	PUNCT
essd-1120	257	17	lin	lin	PROPN
essd-1120	257	18	,	,	PUNCT
essd-1120	257	19	q.	q.	PROPN
essd-1120	257	20	,	,	PUNCT
essd-1120	257	21	&	&	CCONJ
essd-1120	257	22	huang	huang	PROPN
essd-1120	257	23	,	,	PUNCT
essd-1120	257	24	j.	j.	PROPN
essd-1120	257	25	(	(	PUNCT
essd-1120	257	26	2020	2020	NUM
essd-1120	257	27	)	)	PUNCT
essd-1120	257	28	.	.	PUNCT
essd-1120	258	1	validation	validation	NOUN
essd-1120	258	2	of	of	ADP
essd-1120	258	3	modis	modis	PROPN
essd-1120	258	4	ndvi	ndvi	PROPN
essd-1120	258	5	products	product	NOUN
essd-1120	258	6	in	in	ADP
essd-1120	258	7	dry	dry	ADJ
essd-1120	258	8	and	and	CCONJ
essd-1120	258	9	highly	highly	ADV
essd-1120	258	10	vegetated	vegetate	VERB
essd-1120	258	11	regions	region	NOUN
essd-1120	258	12	:	:	PUNCT
essd-1120	258	13	a	a	DET
essd-1120	258	14	comparative	comparative	ADJ
essd-1120	258	15	analysis	analysis	NOUN
essd-1120	258	16	between	between	ADP
essd-1120	258	17	mod13q1	mod13q1	PROPN
essd-1120	258	18	and	and	CCONJ
essd-1120	258	19	mod13a2	mod13a2	NOUN
essd-1120	258	20	in	in	ADP
essd-1120	258	21	mainland	mainland	NOUN
essd-1120	258	22	china	china	PROPN
essd-1120	258	23	.	.	PUNCT
essd-1120	259	1	*	*	PUNCT
essd-1120	259	2	remote	remote	ADJ
essd-1120	259	3	sensing	sensing	NOUN
essd-1120	259	4	,	,	PUNCT
essd-1120	259	5	12*(3	12*(3	ADP
essd-1120	259	6	)	)	PUNCT
essd-1120	259	7	,	,	PUNCT
essd-1120	259	8	556	556	NUM
essd-1120	259	9	.	.	X
essd-1120	260	1	zhang	zhang	PROPN
essd-1120	260	2	,	,	PUNCT
essd-1120	260	3	y.	y.	PROPN
essd-1120	260	4	,	,	PUNCT
essd-1120	260	5	jiang	jiang	PROPN
essd-1120	260	6	,	,	PUNCT
essd-1120	260	7	x.	x.	PROPN
essd-1120	260	8	,	,	PUNCT
essd-1120	260	9	lei	lei	PROPN
essd-1120	260	10	,	,	PUNCT
essd-1120	260	11	y.	y.	PROPN
essd-1120	260	12	,	,	PUNCT
essd-1120	260	13	&	&	CCONJ
essd-1120	260	14	gao	gao	PROPN
essd-1120	260	15	,	,	PUNCT
essd-1120	260	16	s.	s.	PROPN
essd-1120	260	17	(	(	PUNCT
essd-1120	260	18	2022	2022	NUM
essd-1120	260	19	)	)	PUNCT
essd-1120	260	20	.	.	PUNCT
essd-1120	261	1	the	the	DET
essd-1120	261	2	contributions	contribution	NOUN
essd-1120	261	3	of	of	ADP
essd-1120	261	4	natural	natural	ADJ
essd-1120	261	5	and	and	CCONJ
essd-1120	261	6	anthropogenic	anthropogenic	ADJ
essd-1120	261	7	factors	factor	NOUN
essd-1120	261	8	to	to	ADP
essd-1120	261	9	ndvi	ndvi	NOUN
essd-1120	261	10	variations	variation	NOUN
essd-1120	261	11	on	on	ADP
essd-1120	261	12	the	the	DET
essd-1120	261	13	loess	loess	NOUN
essd-1120	261	14	plateau	plateau	NOUN
essd-1120	261	15	in	in	ADP
essd-1120	261	16	china	china	PROPN
essd-1120	261	17	during	during	ADP
essd-1120	261	18	2000–2020	2000–2020	NUM
essd-1120	261	19	.	.	PUNCT
essd-1120	262	1	ecological	ecological	ADJ
essd-1120	262	2	indicators	indicator	NOUN
essd-1120	262	3	,	,	PUNCT
essd-1120	262	4	143	143	NUM
essd-1120	262	5	,	,	PUNCT
essd-1120	262	6	109342	109342	NUM
essd-1120	262	7	.	.	PUNCT