id	sid	tid	token	lemma	pos
cet-15453	1	1	doi	doi	NOUN
cet-15453	1	2	:	:	PUNCT
cet-15453	1	3	10.3303	10.3303	NUM
cet-15453	1	4	/	/	SYM
cet-15453	1	5	cet25117203	cet25117203	PROPN
cet-15453	1	6	paper	paper	NOUN
cet-15453	1	7	received	receive	VERB
cet-15453	1	8	:	:	PUNCT
cet-15453	1	9	5	5	NUM
cet-15453	1	10	october	october	NOUN
cet-15453	1	11	2024	2024	NUM
cet-15453	1	12	;	;	PUNCT
cet-15453	1	13	revised	revise	VERB
cet-15453	1	14	:	:	PUNCT
cet-15453	1	15	30	30	NUM
cet-15453	1	16	march	march	NOUN
cet-15453	1	17	2025	2025	NUM
cet-15453	1	18	;	;	PUNCT
cet-15453	1	19	accepted	accept	VERB
cet-15453	1	20	:	:	PUNCT
cet-15453	1	21	02	02	NUM
cet-15453	1	22	july	july	PROPN
cet-15453	1	23	2025	2025	NUM
cet-15453	1	24	please	please	INTJ
cet-15453	1	25	cite	cite	VERB
cet-15453	1	26	this	this	DET
cet-15453	1	27	article	article	NOUN
cet-15453	1	28	as	as	ADP
cet-15453	1	29	:	:	PUNCT
cet-15453	1	30	mendieta	mendieta	PROPN
cet-15453	1	31	torres	torre	VERB
cet-15453	1	32	w.k	w.k	PROPN
cet-15453	1	33	.	.	PROPN
cet-15453	1	34	,	,	PUNCT
cet-15453	1	35	castaneda	castaneda	PROPN
cet-15453	1	36	olivera	olivera	PROPN
cet-15453	1	37	c.a	c.a	PROPN
cet-15453	1	38	.	.	PROPN
cet-15453	1	39	,	,	PUNCT
cet-15453	1	40	2025	2025	NUM
cet-15453	1	41	,	,	PUNCT
cet-15453	1	42	multitemporal	multitemporal	ADJ
cet-15453	1	43	analysis	analysis	NOUN
cet-15453	1	44	of	of	ADP
cet-15453	1	45	urban	urban	ADJ
cet-15453	1	46	expansion	expansion	NOUN
cet-15453	1	47	by	by	ADP
cet-15453	1	48	remote	remote	ADJ
cet-15453	1	49	sensing	sensing	NOUN
cet-15453	1	50	in	in	ADP
cet-15453	1	51	the	the	DET
cet-15453	1	52	area	area	NOUN
cet-15453	1	53	of	of	ADP
cet-15453	1	54	huacachina	huacachina	NOUN
cet-15453	1	55	lagoon	lagoon	NOUN
cet-15453	1	56	in	in	ADP
cet-15453	1	57	ica	ica	PROPN
cet-15453	1	58	,	,	PUNCT
cet-15453	1	59	peru	peru	PROPN
cet-15453	1	60	,	,	PUNCT
cet-15453	1	61	chemical	chemical	NOUN
cet-15453	1	62	engineering	engineering	NOUN
cet-15453	1	63	transactions	transaction	NOUN
cet-15453	1	64	,	,	PUNCT
cet-15453	1	65	117	117	NUM
cet-15453	1	66	,	,	PUNCT
cet-15453	1	67	1213	1213	NUM
cet-15453	1	68	-	-	SYM
cet-15453	1	69	1218	1218	NUM
cet-15453	1	70	doi:10.3303	doi:10.3303	NOUN
cet-15453	1	71	/	/	SYM
cet-15453	1	72	cet25117203	cet25117203	PROPN
cet-15453	1	73	chemical	chemical	PROPN
cet-15453	1	74	engineering	engineering	NOUN
cet-15453	1	75	transactions	transaction	NOUN
cet-15453	1	76	vol	vol	NOUN
cet-15453	1	77	.	.	PROPN
cet-15453	1	78	117	117	NUM
cet-15453	1	79	,	,	PUNCT
cet-15453	1	80	2025	2025	NUM
cet-15453	1	81	a	a	DET
cet-15453	1	82	publication	publication	NOUN
cet-15453	1	83	of	of	ADP
cet-15453	1	84	the	the	DET
cet-15453	1	85	italian	italian	ADJ
cet-15453	1	86	association	association	NOUN
cet-15453	1	87	of	of	ADP
cet-15453	1	88	chemical	chemical	PROPN
cet-15453	1	89	engineering	engineering	NOUN
cet-15453	1	90	online	online	ADV
cet-15453	1	91	at	at	ADP
cet-15453	1	92	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15453	1	93	guest	guest	NOUN
cet-15453	1	94	editors	editor	NOUN
cet-15453	1	95	:	:	PUNCT
cet-15453	1	96	fabrizio	fabrizio	PROPN
cet-15453	1	97	bezzo	bezzo	PROPN
cet-15453	1	98	,	,	PUNCT
cet-15453	1	99	flavio	flavio	PROPN
cet-15453	1	100	manenti	manenti	PROPN
cet-15453	1	101	,	,	PUNCT
cet-15453	1	102	gabriele	gabriele	PROPN
cet-15453	1	103	pannocchia	pannocchia	PROPN
cet-15453	1	104	,	,	PUNCT
cet-15453	1	105	almerinda	almerinda	PROPN
cet-15453	1	106	di	di	PROPN
cet-15453	1	107	benedetto	benedetto	PROPN
cet-15453	1	108	copyright	copyright	PROPN
cet-15453	1	109	©	©	PROPN
cet-15453	1	110	2025	2025	NUM
cet-15453	1	111	,	,	PUNCT
cet-15453	1	112	aidic	aidic	ADJ
cet-15453	1	113	servizi	servizi	PROPN
cet-15453	1	114	s.r.l	s.r.l	NOUN
cet-15453	1	115	.	.	PUNCT
cet-15453	2	1	isbn	isbn	PROPN
cet-15453	2	2	979	979	NUM
cet-15453	2	3	-	-	SYM
cet-15453	2	4	12	12	NUM
cet-15453	2	5	-	-	PUNCT
cet-15453	2	6	81206	81206	NUM
cet-15453	2	7	-	-	SYM
cet-15453	2	8	17	17	NUM
cet-15453	2	9	-	-	SYM
cet-15453	2	10	5	5	NUM
cet-15453	2	11	;	;	PUNCT
cet-15453	2	12	issn	issn	PROPN
cet-15453	2	13	2283	2283	NUM
cet-15453	2	14	-	-	SYM
cet-15453	2	15	9216	9216	NUM
cet-15453	2	16	multitemporal	multitemporal	ADJ
cet-15453	2	17	analysis	analysis	NOUN
cet-15453	2	18	of	of	ADP
cet-15453	2	19	urban	urban	ADJ
cet-15453	2	20	expansion	expansion	NOUN
cet-15453	2	21	by	by	ADP
cet-15453	2	22	remote	remote	ADJ
cet-15453	2	23	sensing	sensing	NOUN
cet-15453	2	24	in	in	ADP
cet-15453	2	25	the	the	DET
cet-15453	2	26	area	area	NOUN
cet-15453	2	27	of	of	ADP
cet-15453	2	28	huacachina	huacachina	NOUN
cet-15453	2	29	lagoon	lagoon	NOUN
cet-15453	2	30	in	in	ADP
cet-15453	2	31	ica	ica	PROPN
cet-15453	2	32	,	,	PUNCT
cet-15453	2	33	peru	peru	PROPN
cet-15453	2	34	willian	willian	PROPN
cet-15453	2	35	k.	k.	PROPN
cet-15453	2	36	mendieta	mendieta	PROPN
cet-15453	2	37	torres	torres	PROPN
cet-15453	2	38	,	,	PUNCT
cet-15453	2	39	carlos	carlos	PROPN
cet-15453	2	40	a.	a.	PROPN
cet-15453	2	41	castañeda	castañeda	PROPN
cet-15453	2	42	-	-	PUNCT
cet-15453	2	43	olivera	olivera	PROPN
cet-15453	2	44	*	*	ADJ
cet-15453	2	45	professional	professional	ADJ
cet-15453	2	46	school	school	NOUN
cet-15453	2	47	of	of	ADP
cet-15453	2	48	environmental	environmental	ADJ
cet-15453	2	49	engineering	engineering	NOUN
cet-15453	2	50	,	,	PUNCT
cet-15453	2	51	universidad	universidad	PROPN
cet-15453	2	52	césar	césar	PROPN
cet-15453	2	53	vallejo	vallejo	PROPN
cet-15453	2	54	,	,	PUNCT
cet-15453	2	55	lima	lima	PROPN
cet-15453	2	56	,	,	PUNCT
cet-15453	2	57	peru	peru	PROPN
cet-15453	2	58	ccastanedao@ucv.edu.pe	ccastanedao@ucv.edu.pe	VERB
cet-15453	2	59	globally	globally	ADV
cet-15453	2	60	,	,	PUNCT
cet-15453	2	61	the	the	DET
cet-15453	2	62	soil	soil	NOUN
cet-15453	2	63	resource	resource	NOUN
cet-15453	2	64	has	have	AUX
cet-15453	2	65	undergone	undergo	VERB
cet-15453	2	66	several	several	ADJ
cet-15453	2	67	changes	change	NOUN
cet-15453	2	68	associated	associate	VERB
cet-15453	2	69	with	with	ADP
cet-15453	2	70	human	human	ADJ
cet-15453	2	71	activities	activity	NOUN
cet-15453	2	72	and	and	CCONJ
cet-15453	2	73	climate	climate	NOUN
cet-15453	2	74	change	change	NOUN
cet-15453	2	75	,	,	PUNCT
cet-15453	2	76	being	be	AUX
cet-15453	2	77	urban	urban	ADJ
cet-15453	2	78	expansion	expansion	NOUN
cet-15453	2	79	one	one	NUM
cet-15453	2	80	of	of	ADP
cet-15453	2	81	the	the	DET
cet-15453	2	82	main	main	ADJ
cet-15453	2	83	authors	author	NOUN
cet-15453	2	84	.	.	PUNCT
cet-15453	3	1	therefore	therefore	ADV
cet-15453	3	2	,	,	PUNCT
cet-15453	3	3	the	the	DET
cet-15453	3	4	present	present	ADJ
cet-15453	3	5	research	research	NOUN
cet-15453	3	6	analyzed	analyze	VERB
cet-15453	3	7	by	by	ADP
cet-15453	3	8	remote	remote	ADJ
cet-15453	3	9	sensing	sense	VERB
cet-15453	3	10	the	the	DET
cet-15453	3	11	changes	change	NOUN
cet-15453	3	12	of	of	ADP
cet-15453	3	13	urban	urban	ADJ
cet-15453	3	14	expansion	expansion	NOUN
cet-15453	3	15	in	in	ADP
cet-15453	3	16	the	the	DET
cet-15453	3	17	huacachina	huacachina	NOUN
cet-15453	3	18	lagoon	lagoon	NOUN
cet-15453	3	19	area	area	NOUN
cet-15453	3	20	in	in	ADP
cet-15453	3	21	ica	ica	PROPN
cet-15453	3	22	,	,	PUNCT
cet-15453	3	23	peru	peru	PROPN
cet-15453	3	24	from	from	ADP
cet-15453	3	25	1988	1988	NUM
cet-15453	3	26	to	to	ADP
cet-15453	3	27	2023	2023	NUM
cet-15453	3	28	.	.	PUNCT
cet-15453	4	1	for	for	ADP
cet-15453	4	2	the	the	DET
cet-15453	4	3	study	study	NOUN
cet-15453	4	4	,	,	PUNCT
cet-15453	4	5	7	7	NUM
cet-15453	4	6	spectral	spectral	ADJ
cet-15453	4	7	indices	index	NOUN
cet-15453	4	8	(	(	PUNCT
cet-15453	4	9	baei	baei	NOUN
cet-15453	4	10	,	,	PUNCT
cet-15453	4	11	ndbi	ndbi	ADJ
cet-15453	4	12	,	,	PUNCT
cet-15453	4	13	bu	bu	PROPN
cet-15453	4	14	,	,	PUNCT
cet-15453	4	15	ndwi	ndwi	PROPN
cet-15453	4	16	,	,	PUNCT
cet-15453	4	17	mndwi	mndwi	INTJ
cet-15453	4	18	,	,	PUNCT
cet-15453	4	19	ndvi	ndvi	PROPN
cet-15453	4	20	,	,	PUNCT
cet-15453	4	21	msavi2	msavi2	PROPN
cet-15453	4	22	)	)	PUNCT
cet-15453	4	23	were	be	AUX
cet-15453	4	24	evaluated	evaluate	VERB
cet-15453	4	25	in	in	ADP
cet-15453	4	26	a	a	DET
cet-15453	4	27	supervised	supervised	ADJ
cet-15453	4	28	manner	manner	NOUN
cet-15453	4	29	with	with	ADP
cet-15453	4	30	support	support	NOUN
cet-15453	4	31	vector	vector	NOUN
cet-15453	4	32	machine	machine	NOUN
cet-15453	4	33	(	(	PUNCT
cet-15453	4	34	svm	svm	ADJ
cet-15453	4	35	)	)	PUNCT
cet-15453	4	36	classifier	classifier	NOUN
cet-15453	4	37	and	and	CCONJ
cet-15453	4	38	in	in	ADP
cet-15453	4	39	accordance	accordance	NOUN
cet-15453	4	40	with	with	ADP
cet-15453	4	41	the	the	DET
cet-15453	4	42	thematic	thematic	ADJ
cet-15453	4	43	evaluation	evaluation	NOUN
cet-15453	4	44	guide	guide	NOUN
cet-15453	4	45	of	of	ADP
cet-15453	4	46	the	the	DET
cet-15453	4	47	general	general	ADJ
cet-15453	4	48	directorate	directorate	NOUN
cet-15453	4	49	of	of	ADP
cet-15453	4	50	land	land	NOUN
cet-15453	4	51	management	management	NOUN
cet-15453	4	52	(	(	PUNCT
cet-15453	4	53	gdlm	gdlm	PROPN
cet-15453	4	54	)	)	PUNCT
cet-15453	4	55	,	,	PUNCT
cet-15453	4	56	considering	consider	VERB
cet-15453	4	57	the	the	DET
cet-15453	4	58	baei	baei	NOUN
cet-15453	4	59	index	index	NOUN
cet-15453	4	60	to	to	PART
cet-15453	4	61	quantify	quantify	VERB
cet-15453	4	62	the	the	DET
cet-15453	4	63	urban	urban	ADJ
cet-15453	4	64	cover	cover	NOUN
cet-15453	4	65	,	,	PUNCT
cet-15453	4	66	the	the	DET
cet-15453	4	67	msavi2	msavi2	NOUN
cet-15453	4	68	index	index	NOUN
cet-15453	4	69	to	to	PART
cet-15453	4	70	quantify	quantify	VERB
cet-15453	4	71	the	the	DET
cet-15453	4	72	vegetation	vegetation	NOUN
cet-15453	4	73	cover	cover	NOUN
cet-15453	4	74	and	and	CCONJ
cet-15453	4	75	the	the	DET
cet-15453	4	76	mndwi	mndwi	ADJ
cet-15453	4	77	index	index	NOUN
cet-15453	4	78	to	to	PART
cet-15453	4	79	quantify	quantify	VERB
cet-15453	4	80	the	the	DET
cet-15453	4	81	body	body	NOUN
cet-15453	4	82	of	of	ADP
cet-15453	4	83	water	water	NOUN
cet-15453	4	84	.	.	PUNCT
cet-15453	5	1	the	the	DET
cet-15453	5	2	images	image	NOUN
cet-15453	5	3	used	use	VERB
cet-15453	5	4	correspond	correspond	NOUN
cet-15453	5	5	to	to	ADP
cet-15453	5	6	an	an	DET
cet-15453	5	7	image	image	NOUN
cet-15453	5	8	free	free	ADJ
cet-15453	5	9	of	of	ADP
cet-15453	5	10	clouds	cloud	NOUN
cet-15453	5	11	and	and	CCONJ
cet-15453	5	12	in	in	ADP
cet-15453	5	13	the	the	DET
cet-15453	5	14	hottest	hot	ADJ
cet-15453	5	15	season	season	NOUN
cet-15453	5	16	of	of	ADP
cet-15453	5	17	the	the	DET
cet-15453	5	18	study	study	NOUN
cet-15453	5	19	area	area	NOUN
cet-15453	5	20	.	.	PUNCT
cet-15453	6	1	the	the	DET
cet-15453	6	2	results	result	NOUN
cet-15453	6	3	indicated	indicate	VERB
cet-15453	6	4	growth	growth	NOUN
cet-15453	6	5	of	of	ADP
cet-15453	6	6	the	the	DET
cet-15453	6	7	urban	urban	ADJ
cet-15453	6	8	center	center	NOUN
cet-15453	6	9	and	and	CCONJ
cet-15453	6	10	variation	variation	NOUN
cet-15453	6	11	of	of	ADP
cet-15453	6	12	vegetation	vegetation	NOUN
cet-15453	6	13	cover	cover	NOUN
cet-15453	6	14	and	and	CCONJ
cet-15453	6	15	water	water	NOUN
cet-15453	6	16	mirror	mirror	NOUN
cet-15453	6	17	.	.	PUNCT
cet-15453	7	1	the	the	DET
cet-15453	7	2	results	result	NOUN
cet-15453	7	3	indicated	indicate	VERB
cet-15453	7	4	growth	growth	NOUN
cet-15453	7	5	of	of	ADP
cet-15453	7	6	the	the	DET
cet-15453	7	7	urban	urban	ADJ
cet-15453	7	8	center	center	NOUN
cet-15453	7	9	and	and	CCONJ
cet-15453	7	10	variation	variation	NOUN
cet-15453	7	11	in	in	ADP
cet-15453	7	12	vegetation	vegetation	NOUN
cet-15453	7	13	cover	cover	NOUN
cet-15453	7	14	and	and	CCONJ
cet-15453	7	15	water	water	NOUN
cet-15453	7	16	mirror	mirror	NOUN
cet-15453	7	17	.	.	PUNCT
cet-15453	8	1	the	the	DET
cet-15453	8	2	growth	growth	NOUN
cet-15453	8	3	of	of	ADP
cet-15453	8	4	the	the	DET
cet-15453	8	5	urban	urban	ADJ
cet-15453	8	6	center	center	NOUN
cet-15453	8	7	was	be	AUX
cet-15453	8	8	constant	constant	ADJ
cet-15453	8	9	throughout	throughout	ADP
cet-15453	8	10	the	the	DET
cet-15453	8	11	analyzed	analyze	VERB
cet-15453	8	12	timeline	timeline	NOUN
cet-15453	8	13	,	,	PUNCT
cet-15453	8	14	but	but	CCONJ
cet-15453	8	15	intensified	intensify	VERB
cet-15453	8	16	in	in	ADP
cet-15453	8	17	the	the	DET
cet-15453	8	18	period	period	NOUN
cet-15453	8	19	from	from	ADP
cet-15453	8	20	2009	2009	NUM
cet-15453	8	21	to	to	ADP
cet-15453	8	22	2016	2016	NUM
cet-15453	8	23	.	.	PUNCT
cet-15453	9	1	the	the	DET
cet-15453	9	2	same	same	ADJ
cet-15453	9	3	happened	happen	VERB
cet-15453	9	4	with	with	ADP
cet-15453	9	5	the	the	DET
cet-15453	9	6	water	water	NOUN
cet-15453	9	7	body	body	NOUN
cet-15453	9	8	,	,	PUNCT
cet-15453	9	9	according	accord	VERB
cet-15453	9	10	to	to	ADP
cet-15453	9	11	the	the	DET
cet-15453	9	12	mndwi	mndwi	PROPN
cet-15453	9	13	index	index	NOUN
cet-15453	9	14	,	,	PUNCT
cet-15453	9	15	in	in	ADP
cet-15453	9	16	this	this	DET
cet-15453	9	17	period	period	NOUN
cet-15453	9	18	the	the	DET
cet-15453	9	19	surface	surface	NOUN
cet-15453	9	20	extension	extension	NOUN
cet-15453	9	21	decreased	decrease	VERB
cet-15453	9	22	faster	fast	ADV
cet-15453	9	23	.	.	PUNCT
cet-15453	10	1	with	with	ADP
cet-15453	10	2	respect	respect	NOUN
cet-15453	10	3	to	to	ADP
cet-15453	10	4	vegetation	vegetation	NOUN
cet-15453	10	5	cover	cover	NOUN
cet-15453	10	6	for	for	ADP
cet-15453	10	7	this	this	DET
cet-15453	10	8	period	period	NOUN
cet-15453	10	9	,	,	PUNCT
cet-15453	10	10	in	in	ADP
cet-15453	10	11	2009	2009	NUM
cet-15453	10	12	,	,	PUNCT
cet-15453	10	13	vegetation	vegetation	NOUN
cet-15453	10	14	cover	cover	NOUN
cet-15453	10	15	occupied	occupy	VERB
cet-15453	10	16	part	part	NOUN
cet-15453	10	17	of	of	ADP
cet-15453	10	18	the	the	DET
cet-15453	10	19	lagoon	lagoon	NOUN
cet-15453	10	20	surface	surface	NOUN
cet-15453	10	21	,	,	PUNCT
cet-15453	10	22	and	and	CCONJ
cet-15453	10	23	by	by	ADP
cet-15453	10	24	2016	2016	NUM
cet-15453	10	25	,	,	PUNCT
cet-15453	10	26	it	it	PRON
cet-15453	10	27	covered	cover	VERB
cet-15453	10	28	the	the	DET
cet-15453	10	29	entire	entire	ADJ
cet-15453	10	30	surface	surface	NOUN
cet-15453	10	31	of	of	ADP
cet-15453	10	32	the	the	DET
cet-15453	10	33	huacachina	huacachina	NOUN
cet-15453	10	34	lagoon	lagoon	NOUN
cet-15453	10	35	.	.	PUNCT
cet-15453	11	1	the	the	DET
cet-15453	11	2	multitemporal	multitemporal	ADJ
cet-15453	11	3	analysis	analysis	NOUN
cet-15453	11	4	concludes	conclude	VERB
cet-15453	11	5	that	that	SCONJ
cet-15453	11	6	vegetation	vegetation	NOUN
cet-15453	11	7	cover	cover	NOUN
cet-15453	11	8	will	will	AUX
cet-15453	11	9	continue	continue	VERB
cet-15453	11	10	to	to	PART
cet-15453	11	11	decrease	decrease	VERB
cet-15453	11	12	in	in	ADP
cet-15453	11	13	the	the	DET
cet-15453	11	14	coming	come	VERB
cet-15453	11	15	years	year	NOUN
cet-15453	11	16	,	,	PUNCT
cet-15453	11	17	causing	cause	VERB
cet-15453	11	18	climatic	climatic	ADJ
cet-15453	11	19	variations	variation	NOUN
cet-15453	11	20	in	in	ADP
cet-15453	11	21	the	the	DET
cet-15453	11	22	area	area	NOUN
cet-15453	11	23	,	,	PUNCT
cet-15453	11	24	and	and	CCONJ
cet-15453	11	25	this	this	PRON
cet-15453	11	26	allows	allow	VERB
cet-15453	11	27	alerting	alert	VERB
cet-15453	11	28	the	the	DET
cet-15453	11	29	competent	competent	ADJ
cet-15453	11	30	authorities	authority	NOUN
cet-15453	11	31	to	to	PART
cet-15453	11	32	take	take	VERB
cet-15453	11	33	measures	measure	NOUN
cet-15453	11	34	to	to	PART
cet-15453	11	35	value	value	VERB
cet-15453	11	36	the	the	DET
cet-15453	11	37	ecosystem	ecosystem	NOUN
cet-15453	11	38	from	from	ADP
cet-15453	11	39	the	the	DET
cet-15453	11	40	approach	approach	NOUN
cet-15453	11	41	of	of	ADP
cet-15453	11	42	sustainable	sustainable	ADJ
cet-15453	11	43	land	land	NOUN
cet-15453	11	44	use	use	NOUN
cet-15453	11	45	,	,	PUNCT
cet-15453	11	46	being	be	AUX
cet-15453	11	47	unsustainable	unsustainable	ADJ
cet-15453	11	48	that	that	SCONJ
cet-15453	11	49	the	the	DET
cet-15453	11	50	urban	urban	ADJ
cet-15453	11	51	area	area	NOUN
cet-15453	11	52	continues	continue	VERB
cet-15453	11	53	to	to	PART
cet-15453	11	54	grow	grow	VERB
cet-15453	11	55	in	in	ADP
cet-15453	11	56	the	the	DET
cet-15453	11	57	area	area	NOUN
cet-15453	11	58	of	of	ADP
cet-15453	11	59	the	the	DET
cet-15453	11	60	huacachina	huacachina	NOUN
cet-15453	11	61	lagoon	lagoon	NOUN
cet-15453	11	62	.	.	PUNCT
cet-15453	12	1	1	1	X
cet-15453	12	2	.	.	X
cet-15453	12	3	introduction	introduction	NOUN
cet-15453	12	4	the	the	DET
cet-15453	12	5	supply	supply	NOUN
cet-15453	12	6	of	of	ADP
cet-15453	12	7	available	available	ADJ
cet-15453	12	8	soils	soil	NOUN
cet-15453	12	9	globally	globally	ADV
cet-15453	12	10	has	have	AUX
cet-15453	12	11	decreased	decrease	VERB
cet-15453	12	12	,	,	PUNCT
cet-15453	12	13	60	60	NUM
cet-15453	12	14	%	%	NOUN
cet-15453	12	15	of	of	ADP
cet-15453	12	16	this	this	DET
cet-15453	12	17	decrease	decrease	NOUN
cet-15453	12	18	is	be	AUX
cet-15453	12	19	associated	associate	VERB
cet-15453	12	20	with	with	ADP
cet-15453	12	21	direct	direct	ADJ
cet-15453	12	22	human	human	ADJ
cet-15453	12	23	activities	activity	NOUN
cet-15453	12	24	and	and	CCONJ
cet-15453	12	25	40	40	NUM
cet-15453	12	26	%	%	NOUN
cet-15453	12	27	with	with	ADP
cet-15453	12	28	climate	climate	NOUN
cet-15453	12	29	change	change	NOUN
cet-15453	12	30	(	(	PUNCT
cet-15453	12	31	song	song	NOUN
cet-15453	12	32	et	et	PROPN
cet-15453	12	33	al	al	PROPN
cet-15453	12	34	.	.	PROPN
cet-15453	12	35	,	,	PUNCT
cet-15453	12	36	2018	2018	NUM
cet-15453	12	37	)	)	PUNCT
cet-15453	12	38	.	.	PUNCT
cet-15453	13	1	activities	activity	NOUN
cet-15453	13	2	such	such	ADJ
cet-15453	13	3	as	as	ADP
cet-15453	13	4	agricultural	agricultural	ADJ
cet-15453	13	5	expansion	expansion	NOUN
cet-15453	13	6	,	,	PUNCT
cet-15453	13	7	commercial	commercial	ADJ
cet-15453	13	8	development	development	NOUN
cet-15453	13	9	,	,	PUNCT
cet-15453	13	10	and	and	CCONJ
cet-15453	13	11	infrastructure	infrastructure	NOUN
cet-15453	13	12	development	development	NOUN
cet-15453	13	13	affect	affect	VERB
cet-15453	13	14	soil	soil	NOUN
cet-15453	13	15	availability	availability	NOUN
cet-15453	13	16	(	(	PUNCT
cet-15453	13	17	gidey	gidey	NOUN
cet-15453	13	18	,	,	PUNCT
cet-15453	13	19	2023	2023	NUM
cet-15453	13	20	;	;	PUNCT
cet-15453	13	21	ying	ying	PROPN
cet-15453	13	22	et	et	PROPN
cet-15453	13	23	al	al	PROPN
cet-15453	13	24	.	.	PROPN
cet-15453	13	25	,	,	PUNCT
cet-15453	13	26	2017	2017	NUM
cet-15453	13	27	)	)	PUNCT
cet-15453	13	28	.	.	PUNCT
cet-15453	14	1	these	these	DET
cet-15453	14	2	activities	activity	NOUN
cet-15453	14	3	negatively	negatively	ADV
cet-15453	14	4	affect	affect	VERB
cet-15453	14	5	the	the	DET
cet-15453	14	6	services	service	NOUN
cet-15453	14	7	provided	provide	VERB
cet-15453	14	8	by	by	ADP
cet-15453	14	9	soil	soil	NOUN
cet-15453	14	10	at	at	ADP
cet-15453	14	11	both	both	CCONJ
cet-15453	14	12	regional	regional	ADJ
cet-15453	14	13	and	and	CCONJ
cet-15453	14	14	global	global	ADJ
cet-15453	14	15	scales	scale	NOUN
cet-15453	14	16	,	,	PUNCT
cet-15453	14	17	especially	especially	ADV
cet-15453	14	18	as	as	ADP
cet-15453	14	19	a	a	DET
cet-15453	14	20	consequence	consequence	NOUN
cet-15453	14	21	of	of	ADP
cet-15453	14	22	a	a	DET
cet-15453	14	23	steadily	steadily	ADV
cet-15453	14	24	increasing	increase	VERB
cet-15453	14	25	population	population	NOUN
cet-15453	14	26	(	(	PUNCT
cet-15453	14	27	wu	wu	PROPN
cet-15453	14	28	et	et	PROPN
cet-15453	14	29	al	al	PROPN
cet-15453	14	30	.	.	PROPN
cet-15453	14	31	,	,	PUNCT
cet-15453	14	32	2023	2023	NUM
cet-15453	14	33	;	;	PUNCT
cet-15453	14	34	tao	tao	PROPN
cet-15453	14	35	et	et	PROPN
cet-15453	14	36	al	al	PROPN
cet-15453	14	37	.	.	PROPN
cet-15453	14	38	,	,	PUNCT
cet-15453	14	39	2023	2023	NUM
cet-15453	14	40	)	)	PUNCT
cet-15453	14	41	.	.	PUNCT
cet-15453	15	1	growth	growth	NOUN
cet-15453	15	2	is	be	AUX
cet-15453	15	3	expected	expect	VERB
cet-15453	15	4	to	to	PART
cet-15453	15	5	intensify	intensify	VERB
cet-15453	15	6	over	over	ADP
cet-15453	15	7	the	the	DET
cet-15453	15	8	last	last	ADJ
cet-15453	15	9	5	5	NUM
cet-15453	15	10	decades	decade	NOUN
cet-15453	15	11	,	,	PUNCT
cet-15453	15	12	especially	especially	ADV
cet-15453	15	13	in	in	ADP
cet-15453	15	14	less	less	ADJ
cet-15453	15	15	developed	developed	ADJ
cet-15453	15	16	countries	country	NOUN
cet-15453	15	17	,	,	PUNCT
cet-15453	15	18	where	where	SCONJ
cet-15453	15	19	sustainability	sustainability	NOUN
cet-15453	15	20	has	have	AUX
cet-15453	15	21	become	become	VERB
cet-15453	15	22	an	an	DET
cet-15453	15	23	urgent	urgent	ADJ
cet-15453	15	24	social	social	ADJ
cet-15453	15	25	and	and	CCONJ
cet-15453	15	26	economic	economic	ADJ
cet-15453	15	27	issue	issue	NOUN
cet-15453	15	28	(	(	PUNCT
cet-15453	15	29	un	un	NOUN
cet-15453	15	30	-	-	NOUN
cet-15453	15	31	habitat	habitat	NOUN
cet-15453	15	32	,	,	PUNCT
cet-15453	15	33	2020	2020	NUM
cet-15453	15	34	;	;	PUNCT
cet-15453	15	35	szoke	szoke	PROPN
cet-15453	15	36	&	&	CCONJ
cet-15453	15	37	jankovits	jankovit	NOUN
cet-15453	15	38	,	,	PUNCT
cet-15453	15	39	2023	2023	NUM
cet-15453	15	40	)	)	PUNCT
cet-15453	15	41	.	.	PUNCT
cet-15453	16	1	urban	urban	ADJ
cet-15453	16	2	development	development	NOUN
cet-15453	16	3	in	in	ADP
cet-15453	16	4	peruvian	peruvian	ADJ
cet-15453	16	5	cities	city	NOUN
cet-15453	16	6	between	between	ADP
cet-15453	16	7	2000	2000	NUM
cet-15453	16	8	and	and	CCONJ
cet-15453	16	9	2015	2015	NUM
cet-15453	16	10	,	,	PUNCT
cet-15453	16	11	compared	compare	VERB
cet-15453	16	12	to	to	ADP
cet-15453	16	13	cities	city	NOUN
cet-15453	16	14	in	in	ADP
cet-15453	16	15	other	other	ADJ
cet-15453	16	16	latin	latin	ADJ
cet-15453	16	17	american	american	ADJ
cet-15453	16	18	countries	country	NOUN
cet-15453	16	19	such	such	ADJ
cet-15453	16	20	as	as	ADP
cet-15453	16	21	cuba	cuba	PROPN
cet-15453	16	22	,	,	PUNCT
cet-15453	16	23	colombia	colombia	PROPN
cet-15453	16	24	,	,	PUNCT
cet-15453	16	25	venezuela	venezuela	PROPN
cet-15453	16	26	,	,	PUNCT
cet-15453	16	27	brazil	brazil	PROPN
cet-15453	16	28	,	,	PUNCT
cet-15453	16	29	nicaragua	nicaragua	PROPN
cet-15453	16	30	,	,	PUNCT
cet-15453	16	31	argentina	argentina	PROPN
cet-15453	16	32	,	,	PUNCT
cet-15453	16	33	guatemala	guatemala	PROPN
cet-15453	16	34	and	and	CCONJ
cet-15453	16	35	chile	chile	PROPN
cet-15453	16	36	,	,	PUNCT
cet-15453	16	37	followed	follow	VERB
cet-15453	16	38	a	a	DET
cet-15453	16	39	faster	fast	ADJ
cet-15453	16	40	pace	pace	NOUN
cet-15453	16	41	.	.	PUNCT
cet-15453	17	1	this	this	DET
cet-15453	17	2	accelerated	accelerate	VERB
cet-15453	17	3	growth	growth	NOUN
cet-15453	17	4	implied	imply	VERB
cet-15453	17	5	that	that	SCONJ
cet-15453	17	6	90	90	NUM
cet-15453	17	7	%	%	NOUN
cet-15453	17	8	of	of	ADP
cet-15453	17	9	infrastructure	infrastructure	NOUN
cet-15453	17	10	development	development	NOUN
cet-15453	17	11	is	be	AUX
cet-15453	17	12	informal	informal	ADJ
cet-15453	17	13	,	,	PUNCT
cet-15453	17	14	significantly	significantly	ADV
cet-15453	17	15	affecting	affect	VERB
cet-15453	17	16	the	the	DET
cet-15453	17	17	quality	quality	NOUN
cet-15453	17	18	of	of	ADP
cet-15453	17	19	life	life	NOUN
cet-15453	17	20	of	of	ADP
cet-15453	17	21	urban	urban	ADJ
cet-15453	17	22	residents	resident	NOUN
cet-15453	17	23	(	(	PUNCT
cet-15453	17	24	espinoza	espinoza	PROPN
cet-15453	17	25	&	&	CCONJ
cet-15453	17	26	fort	fort	PROPN
cet-15453	17	27	2020	2020	NUM
cet-15453	17	28	)	)	PUNCT
cet-15453	17	29	.	.	PUNCT
cet-15453	18	1	peru	peru	PROPN
cet-15453	18	2	experienced	experience	VERB
cet-15453	18	3	a	a	DET
cet-15453	18	4	population	population	NOUN
cet-15453	18	5	growth	growth	NOUN
cet-15453	18	6	of	of	ADP
cet-15453	18	7	24,214,274	24,214,274	NUM
cet-15453	18	8	inhabitants	inhabitant	NOUN
cet-15453	18	9	between	between	ADP
cet-15453	18	10	1940	1940	NUM
cet-15453	18	11	and	and	CCONJ
cet-15453	18	12	2017	2017	NUM
cet-15453	18	13	,	,	PUNCT
cet-15453	18	14	this	this	PRON
cet-15453	18	15	translated	translate	VERB
cet-15453	18	16	into	into	ADP
cet-15453	18	17	an	an	DET
cet-15453	18	18	average	average	ADJ
cet-15453	18	19	increase	increase	NOUN
cet-15453	18	20	of	of	ADP
cet-15453	18	21	4.4	4.4	NUM
cet-15453	18	22	times	time	NOUN
cet-15453	18	23	per	per	ADP
cet-15453	18	24	year	year	NOUN
cet-15453	18	25	(	(	PUNCT
cet-15453	18	26	inei	inei	NOUN
cet-15453	18	27	,	,	PUNCT
cet-15453	18	28	2018	2018	NUM
cet-15453	18	29	;	;	PUNCT
cet-15453	18	30	inei	inei	NOUN
cet-15453	18	31	,	,	PUNCT
cet-15453	18	32	2020	2020	NUM
cet-15453	18	33	)	)	PUNCT
cet-15453	18	34	.	.	PUNCT
cet-15453	19	1	in	in	ADP
cet-15453	19	2	the	the	DET
cet-15453	19	3	department	department	PROPN
cet-15453	19	4	of	of	ADP
cet-15453	19	5	ica	ica	PROPN
cet-15453	19	6	,	,	PUNCT
cet-15453	19	7	46.6	46.6	NUM
cet-15453	19	8	%	%	NOUN
cet-15453	19	9	of	of	ADP
cet-15453	19	10	the	the	DET
cet-15453	19	11	total	total	ADJ
cet-15453	19	12	population	population	NOUN
cet-15453	19	13	is	be	AUX
cet-15453	19	14	settled	settle	VERB
cet-15453	19	15	on	on	ADP
cet-15453	19	16	the	the	DET
cet-15453	19	17	soils	soil	NOUN
cet-15453	19	18	of	of	ADP
cet-15453	19	19	the	the	DET
cet-15453	19	20	district	district	NOUN
cet-15453	19	21	of	of	ADP
cet-15453	19	22	ica	ica	PROPN
cet-15453	19	23	,	,	PUNCT
cet-15453	19	24	the	the	DET
cet-15453	19	25	location	location	NOUN
cet-15453	19	26	of	of	ADP
cet-15453	19	27	the	the	DET
cet-15453	19	28	huacachina	huacachina	NOUN
cet-15453	19	29	lagoon	lagoon	NOUN
cet-15453	19	30	(	(	PUNCT
cet-15453	19	31	inei	inei	NOUN
cet-15453	19	32	,	,	PUNCT
cet-15453	19	33	2018	2018	NUM
cet-15453	19	34	)	)	PUNCT
cet-15453	19	35	.	.	PUNCT
cet-15453	20	1	in	in	ADP
cet-15453	20	2	ica	ica	PROPN
cet-15453	20	3	,	,	PUNCT
cet-15453	20	4	over	over	ADP
cet-15453	20	5	time	time	NOUN
cet-15453	20	6	,	,	PUNCT
cet-15453	20	7	urban	urban	ADJ
cet-15453	20	8	expansion	expansion	NOUN
cet-15453	20	9	has	have	AUX
cet-15453	20	10	put	put	VERB
cet-15453	20	11	increasing	increase	VERB
cet-15453	20	12	pressure	pressure	NOUN
cet-15453	20	13	on	on	ADP
cet-15453	20	14	the	the	DET
cet-15453	20	15	ecosystems	ecosystem	NOUN
cet-15453	20	16	,	,	PUNCT
cet-15453	20	17	leading	lead	VERB
cet-15453	20	18	to	to	ADP
cet-15453	20	19	progressive	progressive	ADJ
cet-15453	20	20	deterioration	deterioration	NOUN
cet-15453	20	21	and	and	CCONJ
cet-15453	20	22	making	make	VERB
cet-15453	20	23	the	the	DET
cet-15453	20	24	lagoon	lagoon	NOUN
cet-15453	20	25	vulnerable	vulnerable	ADJ
cet-15453	20	26	due	due	ADP
cet-15453	20	27	to	to	ADP
cet-15453	20	28	the	the	DET
cet-15453	20	29	pressure	pressure	NOUN
cet-15453	20	30	exerted	exert	VERB
cet-15453	20	31	by	by	ADP
cet-15453	20	32	entrepreneurs	entrepreneur	NOUN
cet-15453	20	33	with	with	ADP
cet-15453	20	34	economic	economic	ADJ
cet-15453	20	35	activities	activity	NOUN
cet-15453	20	36	seeking	seek	VERB
cet-15453	20	37	to	to	PART
cet-15453	20	38	build	build	VERB
cet-15453	20	39	closer	close	ADJ
cet-15453	20	40	and	and	CCONJ
cet-15453	20	41	closer	close	ADJ
cet-15453	20	42	to	to	ADP
cet-15453	20	43	the	the	DET
cet-15453	20	44	lagoon	lagoon	NOUN
cet-15453	20	45	(	(	PUNCT
cet-15453	20	46	housing	housing	PROPN
cet-15453	20	47	commission	commission	PROPN
cet-15453	20	48	,	,	PUNCT
cet-15453	20	49	2009	2009	NUM
cet-15453	20	50	)	)	PUNCT
cet-15453	20	51	.	.	PUNCT
cet-15453	21	1	population	population	NOUN
cet-15453	21	2	growth	growth	NOUN
cet-15453	21	3	brings	bring	VERB
cet-15453	21	4	with	with	ADP
cet-15453	21	5	it	it	PRON
cet-15453	21	6	infrastructure	infrastructure	NOUN
cet-15453	21	7	development	development	NOUN
cet-15453	21	8	,	,	PUNCT
cet-15453	21	9	use	use	NOUN
cet-15453	21	10	of	of	ADP
cet-15453	21	11	energy	energy	NOUN
cet-15453	21	12	resources	resource	NOUN
cet-15453	21	13	and	and	CCONJ
cet-15453	21	14	demand	demand	NOUN
cet-15453	21	15	for	for	ADP
cet-15453	21	16	a	a	DET
cet-15453	21	17	greater	great	ADJ
cet-15453	21	18	water	water	NOUN
cet-15453	21	19	supply	supply	NOUN
cet-15453	21	20	,	,	PUNCT
cet-15453	21	21	but	but	CCONJ
cet-15453	21	22	also	also	ADV
cet-15453	21	23	1213	1213	NUM
cet-15453	21	24	causes	cause	VERB
cet-15453	21	25	groundwater	groundwater	NOUN
cet-15453	21	26	to	to	PART
cet-15453	21	27	be	be	AUX
cet-15453	21	28	exploited	exploit	VERB
cet-15453	21	29	in	in	ADP
cet-15453	21	30	the	the	DET
cet-15453	21	31	huacachina	huacachina	NOUN
cet-15453	21	32	lagoon	lagoon	NOUN
cet-15453	21	33	area	area	NOUN
cet-15453	21	34	and	and	CCONJ
cet-15453	21	35	vegetation	vegetation	NOUN
cet-15453	21	36	to	to	PART
cet-15453	21	37	be	be	AUX
cet-15453	21	38	displaced	displace	VERB
cet-15453	21	39	by	by	ADP
cet-15453	21	40	urban	urban	ADJ
cet-15453	21	41	land	land	NOUN
cet-15453	21	42	,	,	PUNCT
cet-15453	21	43	affecting	affect	VERB
cet-15453	21	44	the	the	DET
cet-15453	21	45	use	use	NOUN
cet-15453	21	46	activities	activity	NOUN
cet-15453	21	47	provided	provide	VERB
cet-15453	21	48	by	by	ADP
cet-15453	21	49	the	the	DET
cet-15453	21	50	lagoon	lagoon	NOUN
cet-15453	21	51	,	,	PUNCT
cet-15453	21	52	the	the	DET
cet-15453	21	53	dunes	dune	NOUN
cet-15453	21	54	and	and	CCONJ
cet-15453	21	55	tourism	tourism	NOUN
cet-15453	21	56	in	in	ADP
cet-15453	21	57	the	the	DET
cet-15453	21	58	area	area	NOUN
cet-15453	21	59	(	(	PUNCT
cet-15453	21	60	tao	tao	PROPN
cet-15453	21	61	et	et	PROPN
cet-15453	21	62	al	al	PROPN
cet-15453	21	63	.	.	PROPN
cet-15453	21	64	,	,	PUNCT
cet-15453	21	65	2023	2023	NUM
cet-15453	21	66	;	;	PUNCT
cet-15453	21	67	argota	argota	PROPN
cet-15453	21	68	&	&	CCONJ
cet-15453	21	69	doroteo	doroteo	PROPN
cet-15453	21	70	,	,	PUNCT
cet-15453	21	71	2021	2021	NUM
cet-15453	21	72	)	)	PUNCT
cet-15453	21	73	.	.	PUNCT
cet-15453	22	1	the	the	DET
cet-15453	22	2	effects	effect	NOUN
cet-15453	22	3	of	of	ADP
cet-15453	22	4	climate	climate	NOUN
cet-15453	22	5	change	change	NOUN
cet-15453	22	6	and	and	CCONJ
cet-15453	22	7	rapid	rapid	ADJ
cet-15453	22	8	urban	urban	ADJ
cet-15453	22	9	expansion	expansion	NOUN
cet-15453	22	10	can	can	AUX
cet-15453	22	11	be	be	AUX
cet-15453	22	12	felt	feel	VERB
cet-15453	22	13	directly	directly	ADV
cet-15453	22	14	,	,	PUNCT
cet-15453	22	15	and	and	CCONJ
cet-15453	22	16	environmental	environmental	ADJ
cet-15453	22	17	plans	plan	NOUN
cet-15453	22	18	to	to	PART
cet-15453	22	19	address	address	VERB
cet-15453	22	20	these	these	DET
cet-15453	22	21	effects	effect	NOUN
cet-15453	22	22	are	be	AUX
cet-15453	22	23	a	a	DET
cet-15453	22	24	high	high	ADJ
cet-15453	22	25	priority	priority	NOUN
cet-15453	22	26	(	(	PUNCT
cet-15453	22	27	ayra	ayra	PROPN
cet-15453	22	28	et	et	PROPN
cet-15453	22	29	al	al	PROPN
cet-15453	22	30	.	.	PROPN
cet-15453	22	31	,	,	PUNCT
cet-15453	22	32	2021	2021	NUM
cet-15453	22	33	;	;	PUNCT
cet-15453	23	1	yesquen	yesquen	PROPN
cet-15453	23	2	et	et	PROPN
cet-15453	23	3	al	al	PROPN
cet-15453	23	4	.	.	PROPN
cet-15453	23	5	,	,	PUNCT
cet-15453	23	6	2021	2021	NUM
cet-15453	23	7	;	;	PUNCT
cet-15453	23	8	sipos	sipos	NOUN
cet-15453	23	9	et	et	PROPN
cet-15453	23	10	al	al	PROPN
cet-15453	23	11	.	.	PROPN
cet-15453	23	12	,	,	PUNCT
cet-15453	23	13	2023	2023	NUM
cet-15453	23	14	)	)	PUNCT
cet-15453	23	15	.	.	PUNCT
cet-15453	24	1	to	to	PART
cet-15453	24	2	manage	manage	VERB
cet-15453	24	3	the	the	DET
cet-15453	24	4	urban	urban	ADJ
cet-15453	24	5	and	and	CCONJ
cet-15453	24	6	environmental	environmental	ADJ
cet-15453	24	7	crisis	crisis	NOUN
cet-15453	24	8	as	as	ADP
cet-15453	24	9	a	a	DET
cet-15453	24	10	consequence	consequence	NOUN
cet-15453	24	11	of	of	ADP
cet-15453	24	12	rapid	rapid	ADJ
cet-15453	24	13	population	population	NOUN
cet-15453	24	14	expansion	expansion	NOUN
cet-15453	24	15	,	,	PUNCT
cet-15453	24	16	remote	remote	ADJ
cet-15453	24	17	sensing	sensing	NOUN
cet-15453	24	18	and	and	CCONJ
cet-15453	24	19	geographic	geographic	ADJ
cet-15453	24	20	integration	integration	NOUN
cet-15453	24	21	systems	system	NOUN
cet-15453	24	22	(	(	PUNCT
cet-15453	24	23	gis	gis	NOUN
cet-15453	24	24	)	)	PUNCT
cet-15453	24	25	are	be	AUX
cet-15453	24	26	tools	tool	NOUN
cet-15453	24	27	that	that	PRON
cet-15453	24	28	allow	allow	VERB
cet-15453	24	29	rapid	rapid	ADJ
cet-15453	24	30	monitoring	monitoring	NOUN
cet-15453	24	31	of	of	ADP
cet-15453	24	32	urban	urban	ADJ
cet-15453	24	33	growth	growth	NOUN
cet-15453	24	34	(	(	PUNCT
cet-15453	24	35	stoica	stoica	ADJ
cet-15453	24	36	,	,	PUNCT
cet-15453	24	37	zamfir	zamfir	PROPN
cet-15453	24	38	&	&	CCONJ
cet-15453	24	39	vîrghileanu	vîrghileanu	PROPN
cet-15453	24	40	,	,	PUNCT
cet-15453	24	41	2023	2023	NUM
cet-15453	24	42	;	;	PUNCT
cet-15453	24	43	&	&	CCONJ
cet-15453	24	44	elmdari	elmdari	PROPN
cet-15453	24	45	et	et	PROPN
cet-15453	24	46	al	al	PROPN
cet-15453	24	47	.	.	PROPN
cet-15453	24	48	,	,	PUNCT
cet-15453	24	49	2021	2021	NUM
cet-15453	24	50	)	)	PUNCT
cet-15453	24	51	.	.	PUNCT
cet-15453	25	1	for	for	ADP
cet-15453	25	2	this	this	DET
cet-15453	25	3	purpose	purpose	NOUN
cet-15453	25	4	,	,	PUNCT
cet-15453	25	5	there	there	PRON
cet-15453	25	6	are	be	VERB
cet-15453	25	7	different	different	ADJ
cet-15453	25	8	methods	method	NOUN
cet-15453	25	9	to	to	PART
cet-15453	25	10	monitor	monitor	VERB
cet-15453	25	11	land	land	NOUN
cet-15453	25	12	changes	change	NOUN
cet-15453	25	13	such	such	ADJ
cet-15453	25	14	as	as	ADP
cet-15453	25	15	the	the	DET
cet-15453	25	16	geodetic	geodetic	ADJ
cet-15453	25	17	method	method	NOUN
cet-15453	25	18	using	use	VERB
cet-15453	25	19	satellites	satellite	NOUN
cet-15453	25	20	with	with	ADP
cet-15453	25	21	active	active	ADJ
cet-15453	25	22	and	and	CCONJ
cet-15453	25	23	passive	passive	ADJ
cet-15453	25	24	sensors	sensor	NOUN
cet-15453	25	25	(	(	PUNCT
cet-15453	25	26	guido	guido	NOUN
cet-15453	25	27	et	et	PROPN
cet-15453	25	28	al	al	PROPN
cet-15453	25	29	.	.	PROPN
cet-15453	25	30	2022	2022	NUM
cet-15453	25	31	)	)	PUNCT
cet-15453	25	32	,	,	PUNCT
cet-15453	25	33	and	and	CCONJ
cet-15453	25	34	classification	classification	NOUN
cet-15453	25	35	methodologies	methodology	NOUN
cet-15453	25	36	for	for	ADP
cet-15453	25	37	data	datum	NOUN
cet-15453	25	38	either	either	CCONJ
cet-15453	25	39	supervised	supervise	VERB
cet-15453	25	40	(	(	PUNCT
cet-15453	25	41	garcia	garcia	PROPN
cet-15453	25	42	&	&	CCONJ
cet-15453	25	43	culma	culma	PROPN
cet-15453	25	44	2020	2020	NUM
cet-15453	25	45	;	;	PUNCT
cet-15453	25	46	amine	amine	NOUN
cet-15453	25	47	et	et	NOUN
cet-15453	25	48	al	al	PROPN
cet-15453	25	49	.	.	PROPN
cet-15453	25	50	2023	2023	NUM
cet-15453	25	51	)	)	PUNCT
cet-15453	25	52	,	,	PUNCT
cet-15453	25	53	and	and	CCONJ
cet-15453	25	54	unsupervised	unsupervised	ADJ
cet-15453	25	55	(	(	PUNCT
cet-15453	25	56	mertes	merte	NOUN
cet-15453	25	57	et	et	PROPN
cet-15453	25	58	al	al	PROPN
cet-15453	25	59	.	.	PROPN
cet-15453	25	60	2015	2015	NUM
cet-15453	25	61	&	&	CCONJ
cet-15453	25	62	popa	popa	PROPN
cet-15453	25	63	et	et	PROPN
cet-15453	25	64	al	al	PROPN
cet-15453	25	65	.	.	PROPN
cet-15453	25	66	2022	2022	NUM
cet-15453	25	67	)	)	PUNCT
cet-15453	25	68	.	.	PUNCT
cet-15453	26	1	the	the	DET
cet-15453	26	2	research	research	NOUN
cet-15453	26	3	,	,	PUNCT
cet-15453	26	4	from	from	ADP
cet-15453	26	5	the	the	DET
cet-15453	26	6	environmental	environmental	ADJ
cet-15453	26	7	approach	approach	NOUN
cet-15453	26	8	contributes	contribute	VERB
cet-15453	26	9	to	to	ADP
cet-15453	26	10	the	the	DET
cet-15453	26	11	preservation	preservation	NOUN
cet-15453	26	12	of	of	ADP
cet-15453	26	13	biodiversity	biodiversity	NOUN
cet-15453	26	14	,	,	PUNCT
cet-15453	26	15	giving	give	VERB
cet-15453	26	16	an	an	DET
cet-15453	26	17	integral	integral	ADJ
cet-15453	26	18	monitoring	monitoring	NOUN
cet-15453	26	19	of	of	ADP
cet-15453	26	20	urban	urban	ADJ
cet-15453	26	21	growth	growth	NOUN
cet-15453	26	22	in	in	ADP
cet-15453	26	23	the	the	DET
cet-15453	26	24	huacachina	huacachina	NOUN
cet-15453	26	25	lagoon	lagoon	NOUN
cet-15453	26	26	area	area	NOUN
cet-15453	26	27	,	,	PUNCT
cet-15453	26	28	thus	thus	ADV
cet-15453	26	29	allowing	allow	VERB
cet-15453	26	30	the	the	DET
cet-15453	26	31	detection	detection	NOUN
cet-15453	26	32	of	of	ADP
cet-15453	26	33	natural	natural	ADJ
cet-15453	26	34	disasters	disaster	NOUN
cet-15453	26	35	.	.	PUNCT
cet-15453	27	1	in	in	ADP
cet-15453	27	2	the	the	DET
cet-15453	27	3	economic	economic	ADJ
cet-15453	27	4	approach	approach	NOUN
cet-15453	27	5	,	,	PUNCT
cet-15453	27	6	it	it	PRON
cet-15453	27	7	helps	help	VERB
cet-15453	27	8	the	the	DET
cet-15453	27	9	efficient	efficient	ADJ
cet-15453	27	10	management	management	NOUN
cet-15453	27	11	of	of	ADP
cet-15453	27	12	the	the	DET
cet-15453	27	13	huacachina	huacachina	PROPN
cet-15453	27	14	lagoon	lagoon	NOUN
cet-15453	27	15	area	area	NOUN
cet-15453	27	16	within	within	ADP
cet-15453	27	17	the	the	DET
cet-15453	27	18	framework	framework	NOUN
cet-15453	27	19	of	of	ADP
cet-15453	27	20	the	the	DET
cet-15453	27	21	development	development	NOUN
cet-15453	27	22	of	of	ADP
cet-15453	27	23	strategies	strategy	NOUN
cet-15453	27	24	for	for	ADP
cet-15453	27	25	ecosystem	ecosystem	NOUN
cet-15453	27	26	preservation	preservation	NOUN
cet-15453	27	27	and	and	CCONJ
cet-15453	27	28	sustainable	sustainable	ADJ
cet-15453	27	29	urban	urban	ADJ
cet-15453	27	30	development	development	NOUN
cet-15453	27	31	,	,	PUNCT
cet-15453	27	32	allowing	allow	VERB
cet-15453	27	33	to	to	PART
cet-15453	27	34	increase	increase	VERB
cet-15453	27	35	the	the	DET
cet-15453	27	36	income	income	NOUN
cet-15453	27	37	of	of	ADP
cet-15453	27	38	the	the	DET
cet-15453	27	39	local	local	ADJ
cet-15453	27	40	population	population	NOUN
cet-15453	27	41	.	.	PUNCT
cet-15453	28	1	and	and	CCONJ
cet-15453	28	2	,	,	PUNCT
cet-15453	28	3	from	from	ADP
cet-15453	28	4	the	the	DET
cet-15453	28	5	social	social	ADJ
cet-15453	28	6	approach	approach	NOUN
cet-15453	28	7	,	,	PUNCT
cet-15453	28	8	it	it	PRON
cet-15453	28	9	allows	allow	VERB
cet-15453	28	10	informed	informed	ADJ
cet-15453	28	11	decision	decision	NOUN
cet-15453	28	12	making	making	NOUN
cet-15453	28	13	,	,	PUNCT
cet-15453	28	14	thus	thus	ADV
cet-15453	28	15	providing	provide	VERB
cet-15453	28	16	the	the	DET
cet-15453	28	17	opportunity	opportunity	NOUN
cet-15453	28	18	to	to	PART
cet-15453	28	19	value	value	VERB
cet-15453	28	20	the	the	DET
cet-15453	28	21	huacachina	huacachina	NOUN
cet-15453	28	22	lagoon	lagoon	NOUN
cet-15453	28	23	in	in	ADP
cet-15453	28	24	the	the	DET
cet-15453	28	25	face	face	NOUN
cet-15453	28	26	of	of	ADP
cet-15453	28	27	changes	change	NOUN
cet-15453	28	28	in	in	ADP
cet-15453	28	29	this	this	DET
cet-15453	28	30	environment	environment	NOUN
cet-15453	28	31	.	.	PUNCT
cet-15453	29	1	therefore	therefore	ADV
cet-15453	29	2	,	,	PUNCT
cet-15453	29	3	this	this	DET
cet-15453	29	4	research	research	NOUN
cet-15453	29	5	analyzed	analyze	VERB
cet-15453	29	6	multitemporally	multitemporally	ADV
cet-15453	29	7	by	by	ADP
cet-15453	29	8	remote	remote	ADJ
cet-15453	29	9	sensing	sense	VERB
cet-15453	29	10	the	the	DET
cet-15453	29	11	changes	change	NOUN
cet-15453	29	12	of	of	ADP
cet-15453	29	13	urban	urban	ADJ
cet-15453	29	14	expansion	expansion	NOUN
cet-15453	29	15	in	in	ADP
cet-15453	29	16	the	the	DET
cet-15453	29	17	area	area	NOUN
cet-15453	29	18	of	of	ADP
cet-15453	29	19	huacachina	huacachina	NOUN
cet-15453	29	20	lagoon	lagoon	NOUN
cet-15453	29	21	in	in	ADP
cet-15453	29	22	ica	ica	PROPN
cet-15453	29	23	,	,	PUNCT
cet-15453	29	24	peru	peru	PROPN
cet-15453	29	25	from	from	ADP
cet-15453	29	26	1988	1988	NUM
cet-15453	29	27	to	to	ADP
cet-15453	29	28	2023	2023	NUM
cet-15453	29	29	,	,	PUNCT
cet-15453	29	30	considering	consider	VERB
cet-15453	29	31	a	a	DET
cet-15453	29	32	mixed	mixed	ADJ
cet-15453	29	33	classification	classification	NOUN
cet-15453	29	34	with	with	ADP
cet-15453	29	35	spectral	spectral	ADJ
cet-15453	29	36	indices	index	NOUN
cet-15453	29	37	.	.	PUNCT
cet-15453	30	1	2	2	X
cet-15453	30	2	.	.	X
cet-15453	30	3	materials	material	NOUN
cet-15453	30	4	and	and	CCONJ
cet-15453	30	5	methods	method	NOUN
cet-15453	30	6	2.1	2.1	NUM
cet-15453	30	7	study	study	NOUN
cet-15453	30	8	area	area	NOUN
cet-15453	30	9	the	the	DET
cet-15453	30	10	study	study	NOUN
cet-15453	30	11	was	be	AUX
cet-15453	30	12	conducted	conduct	VERB
cet-15453	30	13	in	in	ADP
cet-15453	30	14	the	the	DET
cet-15453	30	15	huacachina	huacachina	NOUN
cet-15453	30	16	lagoon	lagoon	NOUN
cet-15453	30	17	area	area	NOUN
cet-15453	30	18	,	,	PUNCT
cet-15453	30	19	which	which	PRON
cet-15453	30	20	is	be	AUX
cet-15453	30	21	a	a	DET
cet-15453	30	22	regional	regional	ADJ
cet-15453	30	23	conservation	conservation	NOUN
cet-15453	30	24	area	area	NOUN
cet-15453	30	25	located	locate	VERB
cet-15453	30	26	in	in	ADP
cet-15453	30	27	the	the	DET
cet-15453	30	28	district	district	NOUN
cet-15453	30	29	of	of	ADP
cet-15453	30	30	ica	ica	PROPN
cet-15453	30	31	,	,	PUNCT
cet-15453	30	32	peru	peru	PROPN
cet-15453	30	33	.	.	PUNCT
cet-15453	31	1	the	the	DET
cet-15453	31	2	studied	studied	ADJ
cet-15453	31	3	area	area	NOUN
cet-15453	31	4	is	be	AUX
cet-15453	31	5	delimited	delimit	VERB
cet-15453	31	6	by	by	ADP
cet-15453	31	7	4	4	NUM
cet-15453	31	8	geographical	geographical	ADJ
cet-15453	31	9	coordinates	coordinate	NOUN
cet-15453	31	10	:	:	PUNCT
cet-15453	31	11	414530.28e	414530.28e	NOUN
cet-15453	31	12	,	,	PUNCT
cet-15453	31	13	8445310.99s	8445310.99s	NUM
cet-15453	31	14	;	;	PUNCT
cet-15453	31	15	420702.20e	420702.20e	NUM
cet-15453	31	16	,	,	PUNCT
cet-15453	31	17	8445330.97s	8445330.97s	NUM
cet-15453	31	18	;	;	PUNCT
cet-15453	31	19	420713.76e	420713.76e	NOUN
cet-15453	31	20	,	,	PUNCT
cet-15453	31	21	8441624.72s	8441624.72s	NOUN
cet-15453	31	22	and	and	CCONJ
cet-15453	31	23	414542.74e	414542.74e	NOUN
cet-15453	31	24	,	,	PUNCT
cet-15453	31	25	8441604.71s	8441604.71s	INTJ
cet-15453	31	26	,	,	PUNCT
cet-15453	31	27	having	have	VERB
cet-15453	31	28	a	a	DET
cet-15453	31	29	total	total	ADJ
cet-15453	31	30	area	area	NOUN
cet-15453	31	31	of	of	ADP
cet-15453	31	32	21	21	NUM
cet-15453	31	33	km2	km2	NOUN
cet-15453	31	34	.	.	PUNCT
cet-15453	32	1	this	this	DET
cet-15453	32	2	area	area	NOUN
cet-15453	32	3	of	of	ADP
cet-15453	32	4	the	the	DET
cet-15453	32	5	huacachina	huacachina	NOUN
cet-15453	32	6	lagoon	lagoon	NOUN
cet-15453	32	7	is	be	AUX
cet-15453	32	8	shown	show	VERB
cet-15453	32	9	in	in	ADP
cet-15453	32	10	figure	figure	NOUN
cet-15453	32	11	1	1	NUM
cet-15453	32	12	.	.	PUNCT
cet-15453	32	13	figure	figure	NOUN
cet-15453	32	14	1	1	NUM
cet-15453	32	15	:	:	PUNCT
cet-15453	32	16	study	study	NOUN
cet-15453	32	17	area	area	NOUN
cet-15453	32	18	2.2	2.2	NUM
cet-15453	32	19	dataset	dataset	VERB
cet-15453	32	20	the	the	DET
cet-15453	32	21	satellite	satellite	NOUN
cet-15453	32	22	images	image	NOUN
cet-15453	32	23	were	be	AUX
cet-15453	32	24	downloaded	download	VERB
cet-15453	32	25	from	from	ADP
cet-15453	32	26	the	the	DET
cet-15453	32	27	google	google	PROPN
cet-15453	32	28	earth	earth	NOUN
cet-15453	32	29	engine	engine	NOUN
cet-15453	32	30	(	(	PUNCT
cet-15453	32	31	gee	gee	NOUN
cet-15453	32	32	)	)	PUNCT
cet-15453	32	33	platform	platform	NOUN
cet-15453	32	34	,	,	PUNCT
cet-15453	32	35	starting	start	VERB
cet-15453	32	36	from	from	ADP
cet-15453	32	37	the	the	DET
cet-15453	32	38	period	period	NOUN
cet-15453	32	39	1988	1988	NUM
cet-15453	32	40	to	to	ADP
cet-15453	32	41	2023	2023	NUM
cet-15453	32	42	(	(	PUNCT
cet-15453	32	43	table	table	NOUN
cet-15453	32	44	1	1	NUM
cet-15453	32	45	)	)	PUNCT
cet-15453	32	46	.	.	PUNCT
cet-15453	33	1	in	in	ADP
cet-15453	33	2	addition	addition	NOUN
cet-15453	33	3	,	,	PUNCT
cet-15453	33	4	these	these	DET
cet-15453	33	5	images	image	NOUN
cet-15453	33	6	had	have	VERB
cet-15453	33	7	a	a	DET
cet-15453	33	8	5	5	NUM
cet-15453	33	9	%	%	NOUN
cet-15453	33	10	cloud	cloud	NOUN
cet-15453	33	11	filter	filter	NOUN
cet-15453	33	12	and	and	CCONJ
cet-15453	33	13	top	top	NOUN
cet-15453	33	14	of	of	ADP
cet-15453	33	15	atmosphere	atmosphere	NOUN
cet-15453	33	16	(	(	PUNCT
cet-15453	33	17	toa	toa	NOUN
cet-15453	33	18	)	)	PUNCT
cet-15453	33	19	corrections	correction	NOUN
cet-15453	33	20	.	.	PUNCT
cet-15453	34	1	the	the	DET
cet-15453	34	2	downloaded	download	VERB
cet-15453	34	3	images	image	NOUN
cet-15453	34	4	correspond	correspond	VERB
cet-15453	34	5	to	to	ADP
cet-15453	34	6	the	the	DET
cet-15453	34	7	month	month	NOUN
cet-15453	34	8	of	of	ADP
cet-15453	34	9	april	april	PROPN
cet-15453	34	10	,	,	PUNCT
cet-15453	34	11	being	be	AUX
cet-15453	34	12	the	the	DET
cet-15453	34	13	warmest	warm	ADJ
cet-15453	34	14	period	period	NOUN
cet-15453	34	15	for	for	ADP
cet-15453	34	16	the	the	DET
cet-15453	34	17	district	district	NOUN
cet-15453	34	18	of	of	ADP
cet-15453	34	19	ica	ica	PROPN
cet-15453	34	20	.	.	PUNCT
cet-15453	35	1	1214	1214	NUM
cet-15453	35	2	table	table	NOUN
cet-15453	35	3	1	1	NUM
cet-15453	35	4	:	:	PUNCT
cet-15453	35	5	satellite	satellite	NOUN
cet-15453	35	6	images	image	NOUN
cet-15453	35	7	from	from	ADP
cet-15453	35	8	the	the	DET
cet-15453	35	9	google	google	PROPN
cet-15453	35	10	earth	earth	NOUN
cet-15453	35	11	engine	engine	NOUN
cet-15453	35	12	(	(	PUNCT
cet-15453	35	13	gee	gee	NOUN
cet-15453	35	14	)	)	PUNCT
cet-15453	35	15	platform	platform	NOUN
cet-15453	35	16	acquisition	acquisition	NOUN
cet-15453	35	17	date	date	PROPN
cet-15453	35	18	satellite	satellite	NOUN
cet-15453	35	19	/	/	SYM
cet-15453	35	20	sensor	sensor	NOUN
cet-15453	35	21	i	i	PROPN
cet-15453	35	22	d	d	PROPN
cet-15453	35	23	satellite	satellite	NOUN
cet-15453	35	24	/	/	SYM
cet-15453	35	25	sensor	sensor	NOUN
cet-15453	35	26	17/04/1988	17/04/1988	NUM
cet-15453	35	27	landsat	landsat	NOUN
cet-15453	35	28	5	5	NUM
cet-15453	35	29	tm	tm	NOUN
cet-15453	35	30	lanosat	lanosat	NOUN
cet-15453	35	31	/	/	SYM
cet-15453	35	32	lt05	lt05	PROPN
cet-15453	35	33	/	/	SYM
cet-15453	35	34	c02	c02	PROPN
cet-15453	35	35	/	/	SYM
cet-15453	35	36	t	t	PROPN
cet-15453	35	37	1_toa	1_toa	NUM
cet-15453	35	38	/	/	SYM
cet-15453	35	39	ltos_006070	ltos_006070	NOUN
cet-15453	35	40	_	_	NOUN
cet-15453	35	41	19880417	19880417	NUM
cet-15453	35	42	green	green	ADJ
cet-15453	35	43	,	,	PUNCT
cet-15453	35	44	red	red	ADJ
cet-15453	35	45	,	,	PUNCT
cet-15453	35	46	nir	nir	PROPN
cet-15453	35	47	y	y	PROPN
cet-15453	35	48	swir	swir	PROPN
cet-15453	35	49	1	1	NUM
cet-15453	35	50	21/04/1995	21/04/1995	NUM
cet-15453	35	51	landsat	landsat	PROPN
cet-15453	35	52	7	7	PROPN
cet-15453	35	53	etm	etm	PROPN
cet-15453	35	54	landsat	landsat	PROPN
cet-15453	35	55	/	/	SYM
cet-15453	35	56	lt05	lt05	PROPN
cet-15453	35	57	/	/	SYM
cet-15453	35	58	c02	c02	PROPN
cet-15453	35	59	/	/	SYM
cet-15453	35	60	t	t	PROPN
cet-15453	35	61	1_toa	1_toa	NUM
cet-15453	35	62	/	/	SYM
cet-15453	35	63	lt05_006070	lt05_006070	ADP
cet-15453	35	64	_	_	NOUN
cet-15453	35	65	19950421	19950421	NUM
cet-15453	35	66	green	green	ADJ
cet-15453	35	67	,	,	PUNCT
cet-15453	35	68	red	red	ADJ
cet-15453	35	69	,	,	PUNCT
cet-15453	35	70	nir	nir	PROPN
cet-15453	35	71	y	y	PROPN
cet-15453	35	72	swir	swir	PROPN
cet-15453	35	73	1	1	NUM
cet-15453	35	74	16/04/2002	16/04/2002	NUM
cet-15453	35	75	landsat	landsat	PROPN
cet-15453	35	76	7	7	PROPN
cet-15453	35	77	etm	etm	PROPN
cet-15453	35	78	landsat	landsat	PROPN
cet-15453	35	79	/	/	SYM
cet-15453	35	80	le07	le07	PROPN
cet-15453	35	81	/	/	SYM
cet-15453	35	82	c02	c02	NOUN
cet-15453	35	83	/	/	SYM
cet-15453	35	84	t1	t1	NOUN
cet-15453	35	85	-	-	PUNCT
cet-15453	35	86	toa	toa	NOUN
cet-15453	35	87	/	/	SYM
cet-15453	35	88	le07	le07	PROPN
cet-15453	35	89	-	-	PUNCT
cet-15453	35	90	006070	006070	NUM
cet-15453	35	91	-	-	SYM
cet-15453	35	92	20020416	20020416	NUM
cet-15453	35	93	green	green	ADJ
cet-15453	35	94	,	,	PUNCT
cet-15453	35	95	red	red	ADJ
cet-15453	35	96	,	,	PUNCT
cet-15453	35	97	nir	nir	PROPN
cet-15453	35	98	y	y	PROPN
cet-15453	35	99	swir	swir	PROPN
cet-15453	35	100	1	1	PROPN
cet-15453	35	101	3/04/2009	3/04/2009	NUM
cet-15453	35	102	landsat	landsat	NOUN
cet-15453	35	103	5	5	NUM
cet-15453	35	104	tm	tm	PRON
cet-15453	35	105	landsat	landsat	PROPN
cet-15453	35	106	/	/	SYM
cet-15453	35	107	lt05	lt05	PROPN
cet-15453	35	108	/	/	SYM
cet-15453	35	109	c02	c02	NOUN
cet-15453	35	110	/	/	SYM
cet-15453	35	111	t1_toa	t1_toa	ADJ
cet-15453	35	112	/	/	SYM
cet-15453	35	113	lt05_006070_20090427	lt05_006070_20090427	ADJ
cet-15453	35	114	green	green	ADJ
cet-15453	35	115	,	,	PUNCT
cet-15453	35	116	red	red	ADJ
cet-15453	35	117	,	,	PUNCT
cet-15453	35	118	nir	nir	PROPN
cet-15453	35	119	y	y	PROPN
cet-15453	35	120	swir	swir	PROPN
cet-15453	35	121	1	1	NUM
cet-15453	35	122	14/04/2016	14/04/2016	NUM
cet-15453	35	123	landsat	landsat	PROPN
cet-15453	35	124	8	8	NUM
cet-15453	35	125	oli	oli	PROPN
cet-15453	35	126	landsat	landsat	PROPN
cet-15453	35	127	/	/	SYM
cet-15453	35	128	lc08	lc08	PROPN
cet-15453	35	129	/	/	SYM
cet-15453	35	130	c02	c02	NOUN
cet-15453	35	131	/	/	SYM
cet-15453	35	132	t	t	PROPN
cet-15453	35	133	1_toa	1_toa	NUM
cet-15453	35	134	/	/	SYM
cet-15453	35	135	lc08_006070_20	lc08_006070_20	PROPN
cet-15453	35	136	160414	160414	NUM
cet-15453	35	137	green	green	ADJ
cet-15453	35	138	,	,	PUNCT
cet-15453	35	139	red	red	ADJ
cet-15453	35	140	,	,	PUNCT
cet-15453	35	141	nir	nir	PROPN
cet-15453	35	142	y	y	PROPN
cet-15453	35	143	swir	swir	PROPN
cet-15453	35	144	1	1	NUM
cet-15453	35	145	18/04/2023	18/04/2023	NUM
cet-15453	35	146	landsat	landsat	NOUN
cet-15453	35	147	8	8	NUM
cet-15453	35	148	oli	oli	PROPN
cet-15453	35	149	landsat	landsat	PROPN
cet-15453	35	150	/	/	SYM
cet-15453	35	151	lc08	lc08	PROPN
cet-15453	35	152	/	/	SYM
cet-15453	35	153	c02	c02	NOUN
cet-15453	35	154	/	/	SYM
cet-15453	35	155	t1_toa	t1_toa	PROPN
cet-15453	35	156	/	/	SYM
cet-15453	35	157	lc08_006070_20230418	lc08_006070_20230418	NOUN
cet-15453	35	158	green	green	NOUN
cet-15453	35	159	,	,	PUNCT
cet-15453	35	160	red	red	ADJ
cet-15453	35	161	,	,	PUNCT
cet-15453	35	162	nir	nir	PROPN
cet-15453	35	163	y	y	PROPN
cet-15453	35	164	swir	swir	PROPN
cet-15453	35	165	1	1	NUM
cet-15453	35	166	30/04/2023	30/04/2023	NUM
cet-15453	35	167	sentinel	sentinel	NOUN
cet-15453	35	168	2a	2a	NUM
cet-15453	35	169	msi	msi	PROPN
cet-15453	35	170	copernicus	copernicus	PROPN
cet-15453	35	171	/	/	SYM
cet-15453	35	172	s2_sr/20230430	s2_sr/20230430	PROPN
cet-15453	35	173	t	t	NOUN
cet-15453	35	174	151711_20230430t15	151711_20230430t15	PROPN
cet-15453	35	175	1705_t18lvk	1705_t18lvk	NUM
cet-15453	35	176	red	red	ADJ
cet-15453	35	177	,	,	PUNCT
cet-15453	35	178	green	green	ADJ
cet-15453	35	179	,	,	PUNCT
cet-15453	35	180	vegetation	vegetation	NOUN
cet-15453	35	181	red	red	ADJ
cet-15453	35	182	edge	edge	PROPN
cet-15453	35	183	y	y	PROPN
cet-15453	35	184	swir	swir	PROPN
cet-15453	35	185	2.3	2.3	NUM
cet-15453	35	186	data	datum	NOUN
cet-15453	35	187	processing	processing	NOUN
cet-15453	35	188	data	datum	NOUN
cet-15453	35	189	processing	processing	NOUN
cet-15453	35	190	was	be	AUX
cet-15453	35	191	performed	perform	VERB
cet-15453	35	192	in	in	ADP
cet-15453	35	193	arcgis	arcgis	PROPN
cet-15453	35	194	pro	pro	ADJ
cet-15453	35	195	software	software	NOUN
cet-15453	35	196	and	and	CCONJ
cet-15453	35	197	started	start	VERB
cet-15453	35	198	by	by	ADP
cet-15453	35	199	identifying	identify	VERB
cet-15453	35	200	the	the	DET
cet-15453	35	201	accuracy	accuracy	NOUN
cet-15453	35	202	of	of	ADP
cet-15453	35	203	7	7	NUM
cet-15453	35	204	spectral	spectral	ADJ
cet-15453	35	205	indices	index	NOUN
cet-15453	35	206	,	,	PUNCT
cet-15453	35	207	3	3	NUM
cet-15453	35	208	for	for	ADP
cet-15453	35	209	urban	urban	ADJ
cet-15453	35	210	cover	cover	NOUN
cet-15453	35	211	(	(	PUNCT
cet-15453	35	212	baei	baei	NOUN
cet-15453	35	213	,	,	PUNCT
cet-15453	35	214	bu	bu	ADJ
cet-15453	35	215	and	and	CCONJ
cet-15453	35	216	ndbi	ndbi	ADJ
cet-15453	35	217	)	)	PUNCT
cet-15453	35	218	,	,	PUNCT
cet-15453	35	219	2	2	NUM
cet-15453	35	220	for	for	ADP
cet-15453	35	221	vegetal	vegetal	ADJ
cet-15453	35	222	cover	cover	NOUN
cet-15453	35	223	(	(	PUNCT
cet-15453	35	224	msavi2	msavi2	NOUN
cet-15453	35	225	and	and	CCONJ
cet-15453	35	226	ndvi	ndvi	PROPN
cet-15453	35	227	)	)	PUNCT
cet-15453	35	228	and	and	CCONJ
cet-15453	35	229	2	2	NUM
cet-15453	35	230	for	for	ADP
cet-15453	35	231	water	water	NOUN
cet-15453	35	232	body	body	NOUN
cet-15453	35	233	(	(	PUNCT
cet-15453	35	234	mndwi	mndwi	ADV
cet-15453	35	235	and	and	CCONJ
cet-15453	35	236	ndwi	ndwi	ADJ
cet-15453	35	237	)	)	PUNCT
cet-15453	35	238	(	(	PUNCT
cet-15453	35	239	mendieta	mendieta	PROPN
cet-15453	35	240	torres	torre	NOUN
cet-15453	35	241	,	,	PUNCT
cet-15453	35	242	2023	2023	NUM
cet-15453	35	243	)	)	PUNCT
cet-15453	35	244	.	.	PUNCT
cet-15453	36	1	the	the	DET
cet-15453	36	2	spectral	spectral	ADJ
cet-15453	36	3	indices	index	NOUN
cet-15453	36	4	are	be	AUX
cet-15453	36	5	shown	show	VERB
cet-15453	36	6	in	in	ADP
cet-15453	36	7	table	table	NOUN
cet-15453	36	8	2	2	NUM
cet-15453	36	9	.	.	PUNCT
cet-15453	36	10	table	table	NOUN
cet-15453	36	11	2	2	NUM
cet-15453	36	12	:	:	PUNCT
cet-15453	36	13	spectral	spectral	ADJ
cet-15453	36	14	indices	index	NOUN
cet-15453	36	15	used	use	VERB
cet-15453	36	16	in	in	ADP
cet-15453	36	17	the	the	DET
cet-15453	36	18	research	research	NOUN
cet-15453	36	19	equation	equation	NOUN
cet-15453	36	20	reference	reference	NOUN
cet-15453	36	21	𝑩𝑨𝑬𝑰	𝑩𝑨𝑬𝑰	PROPN
cet-15453	36	22	=	=	PUNCT
cet-15453	36	23	(	(	PUNCT
cet-15453	36	24	𝑹𝒆𝒅	𝑹𝒆𝒅	PROPN
cet-15453	36	25	−	−	PROPN
cet-15453	36	26	𝑳	𝑳	NOUN
cet-15453	36	27	)	)	PUNCT
cet-15453	36	28	(	(	PUNCT
cet-15453	36	29	𝑮𝒓𝒆𝒆𝒏	𝑮𝒓𝒆𝒆𝒏	PROPN
cet-15453	36	30	+	+	CCONJ
cet-15453	36	31	𝑺𝑾𝑰𝑹𝟏	𝑺𝑾𝑰𝑹𝟏	PROPN
cet-15453	36	32	)	)	PUNCT
cet-15453	36	33	(	(	PUNCT
cet-15453	36	34	bouzekri	bouzekri	NOUN
cet-15453	36	35	,	,	PUNCT
cet-15453	36	36	et	et	PROPN
cet-15453	36	37	al	al	PROPN
cet-15453	36	38	.	.	PROPN
cet-15453	36	39	,	,	PUNCT
cet-15453	36	40	2015	2015	NUM
cet-15453	36	41	)	)	PUNCT
cet-15453	36	42	.	.	PUNCT
cet-15453	37	1	𝑵𝑫𝑩𝑰	𝑵𝑫𝑩𝑰	PROPN
cet-15453	37	2	=	=	SYM
cet-15453	37	3	(	(	PUNCT
cet-15453	37	4	𝑺𝑾𝑰𝑹	𝑺𝑾𝑰𝑹	PROPN
cet-15453	37	5	−	−	PROPN
cet-15453	37	6	𝑵𝑰𝑹	𝑵𝑰𝑹	PROPN
cet-15453	37	7	)	)	PUNCT
cet-15453	37	8	(	(	PUNCT
cet-15453	37	9	𝑺𝑾𝑰𝑹	𝑺𝑾𝑰𝑹	PROPN
cet-15453	37	10	+	+	ADJ
cet-15453	37	11	𝑵𝑰𝑹	𝑵𝑰𝑹	PROPN
cet-15453	37	12	)	)	PUNCT
cet-15453	37	13	(	(	PUNCT
cet-15453	37	14	ji	ji	X
cet-15453	37	15	et	et	PROPN
cet-15453	37	16	al	al	PROPN
cet-15453	37	17	.	.	PROPN
cet-15453	37	18	,	,	PUNCT
cet-15453	37	19	2023	2023	NUM
cet-15453	37	20	)	)	PUNCT
cet-15453	37	21	𝑩𝑼	𝑩𝑼	NOUN
cet-15453	37	22	=	=	SYM
cet-15453	37	23	(	(	PUNCT
cet-15453	37	24	𝑵𝑫𝑩𝑰	𝑵𝑫𝑩𝑰	PROPN
cet-15453	37	25	−	−	PROPN
cet-15453	38	1	𝑵𝑫𝑽𝑰	𝑵𝑫𝑽𝑰	PROPN
cet-15453	38	2	)	)	PUNCT
cet-15453	39	1	(	(	PUNCT
cet-15453	39	2	𝑵𝑫𝑩𝑰	𝑵𝑫𝑩𝑰	NOUN
cet-15453	39	3	+	+	CCONJ
cet-15453	39	4	𝑵𝑫𝑽𝑰	𝑵𝑫𝑽𝑰	PROPN
cet-15453	39	5	)	)	PUNCT
cet-15453	39	6	(	(	PUNCT
cet-15453	39	7	chunyang	chunyang	NOUN
cet-15453	39	8	et	et	PROPN
cet-15453	39	9	al	al	PROPN
cet-15453	39	10	,	,	PUNCT
cet-15453	39	11	2010	2010	NUM
cet-15453	39	12	)	)	PUNCT
cet-15453	39	13	𝑵𝑫𝑾𝑰	𝑵𝑫𝑾𝑰	NOUN
cet-15453	40	1	=	=	SYM
cet-15453	41	1	(	(	PUNCT
cet-15453	41	2	𝑮𝒓𝒆𝒆𝒏	𝑮𝒓𝒆𝒆𝒏	PROPN
cet-15453	41	3	−	−	PROPN
cet-15453	41	4	𝑵𝑰𝑹	𝑵𝑰𝑹	PROPN
cet-15453	41	5	)	)	PUNCT
cet-15453	41	6	(	(	PUNCT
cet-15453	41	7	𝑮𝒓𝒆𝒆𝒏	𝑮𝒓𝒆𝒆𝒏	PROPN
cet-15453	41	8	+	+	CCONJ
cet-15453	41	9	𝑵𝑰𝑹	𝑵𝑰𝑹	PROPN
cet-15453	41	10	)	)	PUNCT
cet-15453	41	11	(	(	PUNCT
cet-15453	41	12	ziyuan	ziyuan	NOUN
cet-15453	41	13	et	et	PROPN
cet-15453	41	14	al	al	PROPN
cet-15453	41	15	.	.	PROPN
cet-15453	41	16	,	,	PUNCT
cet-15453	41	17	2023	2023	NUM
cet-15453	41	18	)	)	PUNCT
cet-15453	41	19	𝑴𝑵𝑫𝑾𝑰	𝑴𝑵𝑫𝑾𝑰	NOUN
cet-15453	41	20	=	=	SYM
cet-15453	41	21	(	(	PUNCT
cet-15453	41	22	𝑮𝒓𝒆𝒆𝒏	𝑮𝒓𝒆𝒆𝒏	PROPN
cet-15453	41	23	−	−	NOUN
cet-15453	41	24	𝑺𝑾𝑰𝑹	𝑺𝑾𝑰𝑹	PROPN
cet-15453	41	25	)	)	PUNCT
cet-15453	41	26	(	(	PUNCT
cet-15453	42	1	𝑮𝒓𝒆𝒆𝒏	𝑮𝒓𝒆𝒆𝒏	PROPN
cet-15453	42	2	+	+	CCONJ
cet-15453	42	3	𝑺𝑾𝑰𝑹	𝑺𝑾𝑰𝑹	PROPN
cet-15453	42	4	)	)	PUNCT
cet-15453	42	5	(	(	PUNCT
cet-15453	42	6	singh	singh	PROPN
cet-15453	42	7	et	et	PROPN
cet-15453	42	8	al	al	PROPN
cet-15453	42	9	.	.	PROPN
cet-15453	42	10	,	,	PUNCT
cet-15453	42	11	2023	2023	NUM
cet-15453	42	12	)	)	PUNCT
cet-15453	43	1	𝑵𝑫𝑽𝑰	𝑵𝑫𝑽𝑰	NOUN
cet-15453	43	2	=	=	SYM
cet-15453	43	3	(	(	PUNCT
cet-15453	43	4	𝑵𝑰𝑹	𝑵𝑰𝑹	PROPN
cet-15453	43	5	−	−	PROPN
cet-15453	43	6	𝑹𝒆𝒅	𝑹𝒆𝒅	PROPN
cet-15453	43	7	)	)	PUNCT
cet-15453	43	8	(	(	PUNCT
cet-15453	43	9	𝑵𝑰𝑹	𝑵𝑰𝑹	PROPN
cet-15453	43	10	+	+	CCONJ
cet-15453	43	11	𝑹𝒆𝒅	𝑹𝒆𝒅	PROPN
cet-15453	43	12	)	)	PUNCT
cet-15453	43	13	(	(	PUNCT
cet-15453	43	14	sharma	sharma	PROPN
cet-15453	43	15	et	et	PROPN
cet-15453	43	16	al	al	PROPN
cet-15453	43	17	.	.	PROPN
cet-15453	43	18	,	,	PUNCT
cet-15453	43	19	2023	2023	NUM
cet-15453	43	20	)	)	PUNCT
cet-15453	43	21	𝑴𝑺𝑨𝑽𝑰𝟐	𝑴𝑺𝑨𝑽𝑰𝟐	PROPN
cet-15453	43	22	=	=	SYM
cet-15453	43	23	(	(	PUNCT
cet-15453	43	24	𝟐	𝟐	NUM
cet-15453	43	25	∗	∗	NOUN
cet-15453	43	26	𝑵𝑰𝑹	𝑵𝑰𝑹	PROPN
cet-15453	43	27	+	+	CCONJ
cet-15453	43	28	𝟏	𝟏	NUM
cet-15453	43	29	−	−	NOUN
cet-15453	43	30	√(𝟐	√(𝟐	NOUN
cet-15453	43	31	∗	∗	VERB
cet-15453	43	32	𝑵𝑰𝑹	𝑵𝑰𝑹	PROPN
cet-15453	43	33	+	+	CCONJ
cet-15453	43	34	𝟏)𝟐	𝟏)𝟐	VERB
cet-15453	43	35	−	−	NUM
cet-15453	43	36	𝟖	𝟖	NUM
cet-15453	43	37	∗	∗	NOUN
cet-15453	43	38	(	(	PUNCT
cet-15453	43	39	𝑵𝑰𝑹	𝑵𝑰𝑹	PROPN
cet-15453	43	40	−	−	PROPN
cet-15453	43	41	𝑹𝑬𝑫	𝑹𝑬𝑫	PROPN
cet-15453	43	42	)	)	PUNCT
cet-15453	43	43	)	)	PUNCT
cet-15453	43	44	𝟐	𝟐	NUM
cet-15453	43	45	(	(	PUNCT
cet-15453	43	46	fabijańczyk	fabijańczyk	NOUN
cet-15453	43	47	&	&	CCONJ
cet-15453	43	48	zawadzki	zawadzki	NOUN
cet-15453	43	49	,	,	PUNCT
cet-15453	43	50	2022	2022	NUM
cet-15453	43	51	)	)	PUNCT
cet-15453	43	52	data	datum	NOUN
cet-15453	43	53	classification	classification	NOUN
cet-15453	43	54	was	be	AUX
cet-15453	43	55	developed	develop	VERB
cet-15453	43	56	by	by	ADP
cet-15453	43	57	unsupervised	unsupervised	ADJ
cet-15453	43	58	and	and	CCONJ
cet-15453	43	59	supervised	supervised	ADJ
cet-15453	43	60	classification	classification	NOUN
cet-15453	43	61	.	.	PUNCT
cet-15453	44	1	the	the	DET
cet-15453	44	2	unsupervised	unsupervised	ADJ
cet-15453	44	3	classification	classification	NOUN
cet-15453	44	4	considered	consider	VERB
cet-15453	44	5	4	4	NUM
cet-15453	44	6	strata	strata	ADJ
cet-15453	44	7	(	(	PUNCT
cet-15453	44	8	vegetation	vegetation	NOUN
cet-15453	44	9	cover	cover	NOUN
cet-15453	44	10	,	,	PUNCT
cet-15453	44	11	urban	urban	ADJ
cet-15453	44	12	cover	cover	NOUN
cet-15453	44	13	,	,	PUNCT
cet-15453	44	14	water	water	NOUN
cet-15453	44	15	body	body	NOUN
cet-15453	44	16	and	and	CCONJ
cet-15453	44	17	bare	bare	ADJ
cet-15453	44	18	soil	soil	NOUN
cet-15453	44	19	)	)	PUNCT
cet-15453	44	20	with	with	ADP
cet-15453	44	21	450	450	NUM
cet-15453	44	22	random	random	ADJ
cet-15453	44	23	control	control	NOUN
cet-15453	44	24	points	point	NOUN
cet-15453	44	25	.	.	PUNCT
cet-15453	45	1	in	in	ADP
cet-15453	45	2	the	the	DET
cet-15453	45	3	supervised	supervised	ADJ
cet-15453	45	4	classification	classification	NOUN
cet-15453	45	5	,	,	PUNCT
cet-15453	45	6	the	the	DET
cet-15453	45	7	results	result	NOUN
cet-15453	45	8	of	of	ADP
cet-15453	45	9	the	the	DET
cet-15453	45	10	7	7	NUM
cet-15453	45	11	spectral	spectral	ADJ
cet-15453	45	12	indices	index	NOUN
cet-15453	45	13	were	be	AUX
cet-15453	45	14	evaluated	evaluate	VERB
cet-15453	45	15	using	use	VERB
cet-15453	45	16	420	420	NUM
cet-15453	45	17	precision	precision	NOUN
cet-15453	45	18	points	point	NOUN
cet-15453	45	19	that	that	PRON
cet-15453	45	20	were	be	AUX
cet-15453	45	21	validated	validate	VERB
cet-15453	45	22	with	with	ADP
cet-15453	45	23	the	the	DET
cet-15453	45	24	support	support	NOUN
cet-15453	45	25	of	of	ADP
cet-15453	45	26	a	a	DET
cet-15453	45	27	garmin	garmin	PROPN
cet-15453	45	28	64	64	NUM
cet-15453	45	29	s	s	NOUN
cet-15453	45	30	gps	gps	PROPN
cet-15453	45	31	(	(	PUNCT
cet-15453	45	32	mendieta	mendieta	PROPN
cet-15453	45	33	torres	torre	NOUN
cet-15453	45	34	,	,	PUNCT
cet-15453	45	35	2023	2023	NUM
cet-15453	45	36	)	)	PUNCT
cet-15453	45	37	.	.	PUNCT
cet-15453	46	1	the	the	DET
cet-15453	46	2	results	result	NOUN
cet-15453	46	3	of	of	ADP
cet-15453	46	4	both	both	DET
cet-15453	46	5	processes	process	NOUN
cet-15453	46	6	allowed	allow	VERB
cet-15453	46	7	the	the	DET
cet-15453	46	8	identification	identification	NOUN
cet-15453	46	9	of	of	ADP
cet-15453	46	10	spectral	spectral	ADJ
cet-15453	46	11	indices	index	NOUN
cet-15453	46	12	that	that	PRON
cet-15453	46	13	reflect	reflect	VERB
cet-15453	46	14	data	datum	NOUN
cet-15453	46	15	from	from	ADP
cet-15453	46	16	reality	reality	NOUN
cet-15453	46	17	with	with	ADP
cet-15453	46	18	an	an	DET
cet-15453	46	19	acceptable	acceptable	ADJ
cet-15453	46	20	error	error	NOUN
cet-15453	46	21	,	,	PUNCT
cet-15453	46	22	in	in	ADP
cet-15453	46	23	accordance	accordance	NOUN
cet-15453	46	24	with	with	ADP
cet-15453	46	25	the	the	DET
cet-15453	46	26	thematic	thematic	ADJ
cet-15453	46	27	evaluation	evaluation	NOUN
cet-15453	46	28	guide	guide	NOUN
cet-15453	46	29	established	establish	VERB
cet-15453	46	30	by	by	ADP
cet-15453	46	31	the	the	DET
cet-15453	46	32	general	general	ADJ
cet-15453	46	33	directorate	directorate	NOUN
cet-15453	46	34	of	of	ADP
cet-15453	46	35	land	land	NOUN
cet-15453	46	36	management	management	NOUN
cet-15453	46	37	(	(	PUNCT
cet-15453	46	38	dgot	dgot	PROPN
cet-15453	46	39	,	,	PUNCT
cet-15453	46	40	2014	2014	NUM
cet-15453	46	41	)	)	PUNCT
cet-15453	46	42	.	.	PUNCT
cet-15453	47	1	3	3	X
cet-15453	47	2	.	.	NOUN
cet-15453	47	3	results	result	NOUN
cet-15453	47	4	and	and	CCONJ
cet-15453	47	5	discussion	discussion	NOUN
cet-15453	47	6	3.1	3.1	NUM
cet-15453	47	7	distribution	distribution	NOUN
cet-15453	47	8	and	and	CCONJ
cet-15453	47	9	dynamics	dynamic	NOUN
cet-15453	47	10	of	of	ADP
cet-15453	47	11	urban	urban	ADJ
cet-15453	47	12	areas	area	NOUN
cet-15453	47	13	using	use	VERB
cet-15453	47	14	the	the	DET
cet-15453	47	15	baei	baei	PROPN
cet-15453	47	16	spectral	spectral	ADJ
cet-15453	47	17	index	index	NOUN
cet-15453	47	18	the	the	DET
cet-15453	47	19	processing	processing	NOUN
cet-15453	47	20	of	of	ADP
cet-15453	47	21	the	the	DET
cet-15453	47	22	satellite	satellite	NOUN
cet-15453	47	23	images	image	NOUN
cet-15453	47	24	,	,	PUNCT
cet-15453	47	25	the	the	DET
cet-15453	47	26	data	datum	NOUN
cet-15453	47	27	and	and	CCONJ
cet-15453	47	28	the	the	DET
cet-15453	47	29	superimposition	superimposition	NOUN
cet-15453	47	30	of	of	ADP
cet-15453	47	31	the	the	DET
cet-15453	47	32	spectral	spectral	ADJ
cet-15453	47	33	indices	index	NOUN
cet-15453	47	34	made	make	VERB
cet-15453	47	35	it	it	PRON
cet-15453	47	36	possible	possible	ADJ
cet-15453	47	37	to	to	PART
cet-15453	47	38	analyze	analyze	VERB
cet-15453	47	39	the	the	DET
cet-15453	47	40	evolution	evolution	NOUN
cet-15453	47	41	of	of	ADP
cet-15453	47	42	the	the	DET
cet-15453	47	43	urban	urban	ADJ
cet-15453	47	44	area	area	NOUN
cet-15453	47	45	and	and	CCONJ
cet-15453	47	46	other	other	ADJ
cet-15453	47	47	land	land	NOUN
cet-15453	47	48	cover	cover	NOUN
cet-15453	47	49	in	in	ADP
cet-15453	47	50	the	the	DET
cet-15453	47	51	huacachina	huacachina	NOUN
cet-15453	47	52	lagoon	lagoon	NOUN
cet-15453	47	53	area	area	NOUN
cet-15453	47	54	.	.	PUNCT
cet-15453	48	1	in	in	ADP
cet-15453	48	2	the	the	DET
cet-15453	48	3	last	last	ADJ
cet-15453	48	4	35	35	NUM
cet-15453	48	5	years	year	NOUN
cet-15453	48	6	,	,	PUNCT
cet-15453	48	7	the	the	DET
cet-15453	48	8	growth	growth	NOUN
cet-15453	48	9	of	of	ADP
cet-15453	48	10	the	the	DET
cet-15453	48	11	urban	urban	ADJ
cet-15453	48	12	area	area	NOUN
cet-15453	48	13	is	be	AUX
cet-15453	48	14	significant	significant	ADJ
cet-15453	48	15	.	.	PUNCT
cet-15453	49	1	in	in	ADP
cet-15453	49	2	addition	addition	NOUN
cet-15453	49	3	,	,	PUNCT
cet-15453	49	4	the	the	DET
cet-15453	49	5	data	datum	NOUN
cet-15453	49	6	reveal	reveal	VERB
cet-15453	49	7	that	that	SCONJ
cet-15453	49	8	the	the	DET
cet-15453	49	9	urban	urban	ADJ
cet-15453	49	10	area	area	NOUN
cet-15453	49	11	presented	present	VERB
cet-15453	49	12	an	an	DET
cet-15453	49	13	overall	overall	ADJ
cet-15453	49	14	growth	growth	NOUN
cet-15453	49	15	of	of	ADP
cet-15453	49	16	85.46	85.46	NUM
cet-15453	49	17	%	%	NOUN
cet-15453	49	18	at	at	ADP
cet-15453	49	19	a	a	DET
cet-15453	49	20	rate	rate	NOUN
cet-15453	49	21	of	of	ADP
cet-15453	49	22	14.98	14.98	NUM
cet-15453	49	23	%	%	NOUN
cet-15453	49	24	per	per	ADP
cet-15453	49	25	year	year	NOUN
cet-15453	49	26	.	.	PUNCT
cet-15453	50	1	this	this	PRON
cet-15453	50	2	occurred	occur	VERB
cet-15453	50	3	in	in	ADP
cet-15453	50	4	5	5	NUM
cet-15453	50	5	-	-	PUNCT
cet-15453	50	6	time	time	NOUN
cet-15453	50	7	intervals	interval	NOUN
cet-15453	50	8	with	with	ADP
cet-15453	50	9	a	a	DET
cet-15453	50	10	time	time	NOUN
cet-15453	50	11	jump	jump	NOUN
cet-15453	50	12	of	of	ADP
cet-15453	50	13	7	7	NUM
cet-15453	50	14	years	year	NOUN
cet-15453	50	15	(	(	PUNCT
cet-15453	50	16	1988	1988	NUM
cet-15453	50	17	-	-	SYM
cet-15453	50	18	1995	1995	NUM
cet-15453	50	19	,	,	PUNCT
cet-15453	50	20	1995	1995	NUM
cet-15453	50	21	-	-	SYM
cet-15453	50	22	2002	2002	NUM
cet-15453	50	23	,	,	PUNCT
cet-15453	50	24	2002	2002	NUM
cet-15453	50	25	-	-	SYM
cet-15453	50	26	2009	2009	NUM
cet-15453	50	27	,	,	PUNCT
cet-15453	50	28	2009	2009	NUM
cet-15453	50	29	-	-	SYM
cet-15453	50	30	2016	2016	NUM
cet-15453	50	31	and	and	CCONJ
cet-15453	50	32	2016	2016	NUM
cet-15453	50	33	-	-	SYM
cet-15453	50	34	2023	2023	NUM
cet-15453	50	35	)	)	PUNCT
cet-15453	50	36	.	.	PUNCT
cet-15453	51	1	figure	figure	NOUN
cet-15453	51	2	2	2	NUM
cet-15453	51	3	shows	show	VERB
cet-15453	51	4	the	the	DET
cet-15453	51	5	behavior	behavior	NOUN
cet-15453	51	6	of	of	ADP
cet-15453	51	7	urban	urban	ADJ
cet-15453	51	8	expansion	expansion	NOUN
cet-15453	51	9	in	in	ADP
cet-15453	51	10	the	the	DET
cet-15453	51	11	area	area	NOUN
cet-15453	51	12	of	of	ADP
cet-15453	51	13	the	the	DET
cet-15453	51	14	huacachina	huacachina	NOUN
cet-15453	51	15	lagoon	lagoon	NOUN
cet-15453	51	16	in	in	ADP
cet-15453	51	17	ica	ica	PROPN
cet-15453	51	18	,	,	PUNCT
cet-15453	51	19	peru	peru	PROPN
cet-15453	51	20	.	.	PUNCT
cet-15453	52	1	figure	figure	NOUN
cet-15453	52	2	2	2	NUM
cet-15453	52	3	show	show	VERB
cet-15453	52	4	the	the	DET
cet-15453	52	5	behavior	behavior	NOUN
cet-15453	52	6	of	of	ADP
cet-15453	52	7	the	the	DET
cet-15453	52	8	urban	urban	ADJ
cet-15453	52	9	area	area	NOUN
cet-15453	52	10	for	for	ADP
cet-15453	52	11	the	the	DET
cet-15453	52	12	7	7	NUM
cet-15453	52	13	years	year	NOUN
cet-15453	52	14	under	under	ADP
cet-15453	52	15	evaluation	evaluation	NOUN
cet-15453	52	16	,	,	PUNCT
cet-15453	52	17	showing	show	VERB
cet-15453	52	18	in	in	ADP
cet-15453	52	19	dark	dark	ADJ
cet-15453	52	20	blue	blue	NOUN
cet-15453	52	21	,	,	PUNCT
cet-15453	52	22	the	the	DET
cet-15453	52	23	urban	urban	ADJ
cet-15453	52	24	coverage	coverage	NOUN
cet-15453	52	25	of	of	ADP
cet-15453	52	26	1988	1988	NUM
cet-15453	52	27	;	;	PUNCT
cet-15453	52	28	in	in	ADP
cet-15453	52	29	red	red	PROPN
cet-15453	52	30	,	,	PUNCT
cet-15453	52	31	the	the	DET
cet-15453	52	32	urban	urban	ADJ
cet-15453	52	33	coverage	coverage	NOUN
cet-15453	52	34	of	of	ADP
cet-15453	52	35	1995	1995	NUM
cet-15453	52	36	;	;	PUNCT
cet-15453	52	37	in	in	ADP
cet-15453	52	38	purple	purple	NOUN
cet-15453	52	39	,	,	PUNCT
cet-15453	52	40	the	the	DET
cet-15453	52	41	urban	urban	ADJ
cet-15453	52	42	coverage	coverage	NOUN
cet-15453	52	43	of	of	ADP
cet-15453	52	44	2002	2002	NUM
cet-15453	52	45	;	;	PUNCT
cet-15453	52	46	in	in	ADP
cet-15453	52	47	yellow	yellow	ADJ
cet-15453	52	48	,	,	PUNCT
cet-15453	52	49	the	the	DET
cet-15453	52	50	urban	urban	ADJ
cet-15453	52	51	coverage	coverage	NOUN
cet-15453	52	52	of	of	ADP
cet-15453	52	53	2009	2009	NUM
cet-15453	52	54	;	;	PUNCT
cet-15453	52	55	in	in	ADP
cet-15453	52	56	orange	orange	PROPN
cet-15453	52	57	,	,	PUNCT
cet-15453	52	58	the	the	DET
cet-15453	52	59	coverage	coverage	NOUN
cet-15453	52	60	of	of	ADP
cet-15453	52	61	2016	2016	NUM
cet-15453	52	62	;	;	PUNCT
cet-15453	52	63	in	in	ADP
cet-15453	52	64	a	a	DET
cet-15453	52	65	red	red	ADJ
cet-15453	52	66	mesh	mesh	NOUN
cet-15453	52	67	,	,	PUNCT
cet-15453	52	68	the	the	DET
cet-15453	52	69	urban	urban	ADJ
cet-15453	52	70	coverage	coverage	NOUN
cet-15453	52	71	of	of	ADP
cet-15453	52	72	2023	2023	NUM
cet-15453	52	73	.	.	PUNCT
cet-15453	53	1	it	it	PRON
cet-15453	53	2	is	be	AUX
cet-15453	53	3	evident	evident	ADJ
cet-15453	53	4	that	that	SCONJ
cet-15453	53	5	the	the	DET
cet-15453	53	6	urban	urban	ADJ
cet-15453	53	7	center	center	NOUN
cet-15453	53	8	was	be	AUX
cet-15453	53	9	settled	settle	VERB
cet-15453	53	10	in	in	ADP
cet-15453	53	11	the	the	DET
cet-15453	53	12	east	east	NOUN
cet-15453	53	13	and	and	CCONJ
cet-15453	53	14	west	west	PROPN
cet-15453	53	15	zone	zone	PROPN
cet-15453	53	16	(	(	PUNCT
cet-15453	53	17	1988	1988	NUM
cet-15453	53	18	)	)	PUNCT
cet-15453	53	19	to	to	PART
cet-15453	53	20	later	later	ADV
cet-15453	53	21	expand	expand	VERB
cet-15453	53	22	towards	towards	ADP
cet-15453	53	23	the	the	DET
cet-15453	53	24	northwest	northwest	NOUN
cet-15453	53	25	zone	zone	NOUN
cet-15453	53	26	(	(	PUNCT
cet-15453	53	27	2023	2023	NUM
cet-15453	53	28	)	)	PUNCT
cet-15453	53	29	,	,	PUNCT
cet-15453	53	30	going	go	VERB
cet-15453	53	31	from	from	ADP
cet-15453	53	32	448.11	448.11	NUM
cet-15453	53	33	ha	ha	INTJ
cet-15453	53	34	to	to	ADP
cet-15453	53	35	972.45	972.45	NUM
cet-15453	53	36	ha	ha	INTJ
cet-15453	53	37	.	.	PUNCT
cet-15453	54	1	taking	take	VERB
cet-15453	54	2	the	the	DET
cet-15453	54	3	1988	1988	NUM
cet-15453	54	4	urban	urban	ADJ
cet-15453	54	5	area	area	NOUN
cet-15453	54	6	as	as	ADP
cet-15453	54	7	a	a	DET
cet-15453	54	8	starting	starting	NOUN
cet-15453	54	9	point	point	NOUN
cet-15453	54	10	,	,	PUNCT
cet-15453	54	11	it	it	PRON
cet-15453	54	12	was	be	AUX
cet-15453	54	13	found	find	VERB
cet-15453	54	14	that	that	SCONJ
cet-15453	54	15	the	the	DET
cet-15453	54	16	urban	urban	ADJ
cet-15453	54	17	center	center	NOUN
cet-15453	54	18	developed	develop	VERB
cet-15453	54	19	around	around	ADP
cet-15453	54	20	the	the	DET
cet-15453	54	21	huacachina	huacachina	NOUN
cet-15453	54	22	lagoon	lagoon	NOUN
cet-15453	54	23	,	,	PUNCT
cet-15453	54	24	mainly	mainly	ADV
cet-15453	54	25	because	because	SCONJ
cet-15453	54	26	of	of	ADP
cet-15453	54	27	the	the	DET
cet-15453	54	28	sources	source	NOUN
cet-15453	54	29	of	of	ADP
cet-15453	54	30	work	work	NOUN
cet-15453	54	31	and	and	CCONJ
cet-15453	54	32	tourist	tourist	NOUN
cet-15453	54	33	income	income	NOUN
cet-15453	54	34	.	.	PUNCT
cet-15453	55	1	1215	1215	NUM
cet-15453	55	2	figure	figure	NOUN
cet-15453	55	3	2	2	NUM
cet-15453	55	4	:	:	PUNCT
cet-15453	55	5	representation	representation	NOUN
cet-15453	55	6	of	of	ADP
cet-15453	55	7	urban	urban	ADJ
cet-15453	55	8	expansion	expansion	NOUN
cet-15453	55	9	according	accord	VERB
cet-15453	55	10	to	to	ADP
cet-15453	55	11	the	the	DET
cet-15453	55	12	baei	baei	NOUN
cet-15453	55	13	index	index	NOUN
cet-15453	55	14	(	(	PUNCT
cet-15453	55	15	1988	1988	NUM
cet-15453	55	16	to	to	ADP
cet-15453	55	17	2023	2023	NUM
cet-15453	55	18	)	)	PUNCT
cet-15453	55	19	3.2	3.2	NUM
cet-15453	55	20	.	.	PUNCT
cet-15453	56	1	discrimination	discrimination	NOUN
cet-15453	56	2	of	of	ADP
cet-15453	56	3	urban	urban	ADJ
cet-15453	56	4	areas	area	NOUN
cet-15453	56	5	through	through	ADP
cet-15453	56	6	the	the	DET
cet-15453	56	7	spectral	spectral	ADJ
cet-15453	56	8	index	index	NOUN
cet-15453	56	9	msavi2	msavi2	NOUN
cet-15453	56	10	and	and	CCONJ
cet-15453	56	11	mnddwi	mnddwi	ADV
cet-15453	56	12	according	accord	VERB
cet-15453	56	13	to	to	ADP
cet-15453	56	14	the	the	DET
cet-15453	56	15	spectral	spectral	ADJ
cet-15453	56	16	index	index	NOUN
cet-15453	56	17	msavi2	msavi2	NOUN
cet-15453	56	18	for	for	ADP
cet-15453	56	19	vegetation	vegetation	NOUN
cet-15453	56	20	cover	cover	NOUN
cet-15453	56	21	and	and	CCONJ
cet-15453	56	22	mnddwi	mnddwi	ADV
cet-15453	56	23	for	for	ADP
cet-15453	56	24	the	the	DET
cet-15453	56	25	water	water	NOUN
cet-15453	56	26	body	body	NOUN
cet-15453	56	27	,	,	PUNCT
cet-15453	56	28	it	it	PRON
cet-15453	56	29	was	be	AUX
cet-15453	56	30	recorded	record	VERB
cet-15453	56	31	that	that	SCONJ
cet-15453	56	32	the	the	DET
cet-15453	56	33	growth	growth	NOUN
cet-15453	56	34	of	of	ADP
cet-15453	56	35	urban	urban	ADJ
cet-15453	56	36	cover	cover	NOUN
cet-15453	56	37	was	be	AUX
cet-15453	56	38	related	relate	VERB
cet-15453	56	39	to	to	ADP
cet-15453	56	40	these	these	DET
cet-15453	56	41	coverages	coverage	NOUN
cet-15453	56	42	,	,	PUNCT
cet-15453	56	43	so	so	SCONJ
cet-15453	56	44	it	it	PRON
cet-15453	56	45	was	be	AUX
cet-15453	56	46	more	more	ADV
cet-15453	56	47	intense	intense	ADJ
cet-15453	56	48	in	in	ADP
cet-15453	56	49	the	the	DET
cet-15453	56	50	first	first	ADJ
cet-15453	56	51	4	4	NUM
cet-15453	56	52	intervals	interval	NOUN
cet-15453	56	53	of	of	ADP
cet-15453	56	54	study	study	NOUN
cet-15453	56	55	years	year	NOUN
cet-15453	56	56	(	(	PUNCT
cet-15453	56	57	1988	1988	NUM
cet-15453	56	58	1995	1995	NUM
cet-15453	56	59	,	,	PUNCT
cet-15453	56	60	1995	1995	NUM
cet-15453	56	61	2002	2002	NUM
cet-15453	56	62	,	,	PUNCT
cet-15453	56	63	2002	2002	NUM
cet-15453	56	64	2009	2009	NUM
cet-15453	56	65	and	and	CCONJ
cet-15453	56	66	2009	2009	NUM
cet-15453	56	67	2016	2016	NUM
cet-15453	56	68	)	)	PUNCT
cet-15453	56	69	,	,	PUNCT
cet-15453	56	70	and	and	CCONJ
cet-15453	56	71	in	in	ADP
cet-15453	56	72	the	the	DET
cet-15453	56	73	last	last	ADJ
cet-15453	56	74	interval	interval	NOUN
cet-15453	56	75	of	of	ADP
cet-15453	56	76	study	study	NOUN
cet-15453	56	77	year	year	NOUN
cet-15453	56	78	(	(	PUNCT
cet-15453	56	79	2016	2016	NUM
cet-15453	56	80	2023	2023	NUM
cet-15453	56	81	)	)	PUNCT
cet-15453	57	1	it	it	PRON
cet-15453	57	2	was	be	AUX
cet-15453	57	3	appreciated	appreciate	VERB
cet-15453	57	4	that	that	SCONJ
cet-15453	57	5	there	there	PRON
cet-15453	57	6	was	be	VERB
cet-15453	57	7	recovery	recovery	NOUN
cet-15453	57	8	of	of	ADP
cet-15453	57	9	the	the	DET
cet-15453	57	10	boundaries	boundary	NOUN
cet-15453	57	11	of	of	ADP
cet-15453	57	12	vegetation	vegetation	NOUN
cet-15453	57	13	cover	cover	NOUN
cet-15453	57	14	and	and	CCONJ
cet-15453	57	15	water	water	NOUN
cet-15453	57	16	body	body	NOUN
cet-15453	57	17	with	with	ADP
cet-15453	57	18	respect	respect	NOUN
cet-15453	57	19	to	to	ADP
cet-15453	57	20	previous	previous	ADJ
cet-15453	57	21	years	year	NOUN
cet-15453	57	22	.	.	PUNCT
cet-15453	58	1	figure	figure	VERB
cet-15453	58	2	3	3	NUM
cet-15453	58	3	summarizes	summarize	NOUN
cet-15453	58	4	the	the	DET
cet-15453	58	5	5	5	NUM
cet-15453	58	6	study	study	NOUN
cet-15453	58	7	year	year	NOUN
cet-15453	58	8	intervals	interval	NOUN
cet-15453	58	9	,	,	PUNCT
cet-15453	58	10	with	with	ADP
cet-15453	58	11	the	the	DET
cet-15453	58	12	period	period	NOUN
cet-15453	58	13	from	from	ADP
cet-15453	58	14	1988	1988	NUM
cet-15453	58	15	to	to	ADP
cet-15453	58	16	2016	2016	NUM
cet-15453	58	17	representing	represent	VERB
cet-15453	58	18	the	the	DET
cet-15453	58	19	first	first	ADJ
cet-15453	58	20	4	4	NUM
cet-15453	58	21	study	study	NOUN
cet-15453	58	22	year	year	NOUN
cet-15453	58	23	intervals	interval	NOUN
cet-15453	58	24	,	,	PUNCT
cet-15453	58	25	and	and	CCONJ
cet-15453	58	26	the	the	DET
cet-15453	58	27	period	period	NOUN
cet-15453	58	28	from	from	ADP
cet-15453	58	29	2016	2016	NUM
cet-15453	58	30	to	to	ADP
cet-15453	58	31	2023	2023	NUM
cet-15453	58	32	representing	represent	VERB
cet-15453	58	33	the	the	DET
cet-15453	58	34	last	last	ADJ
cet-15453	58	35	study	study	NOUN
cet-15453	58	36	year	year	NOUN
cet-15453	58	37	interval	interval	NOUN
cet-15453	58	38	.	.	PUNCT
cet-15453	59	1	figure	figure	VERB
cet-15453	59	2	3	3	NUM
cet-15453	59	3	:	:	PUNCT
cet-15453	59	4	representation	representation	NOUN
cet-15453	59	5	of	of	ADP
cet-15453	59	6	vegetation	vegetation	NOUN
cet-15453	59	7	cover	cover	NOUN
cet-15453	59	8	and	and	CCONJ
cet-15453	59	9	water	water	NOUN
cet-15453	59	10	body	body	NOUN
cet-15453	59	11	for	for	ADP
cet-15453	59	12	the	the	DET
cet-15453	59	13	study	study	NOUN
cet-15453	59	14	period	period	NOUN
cet-15453	59	15	1988	1988	NUM
cet-15453	59	16	to	to	ADP
cet-15453	59	17	2023	2023	NUM
cet-15453	59	18	between	between	ADP
cet-15453	59	19	1988	1988	NUM
cet-15453	59	20	and	and	CCONJ
cet-15453	59	21	1995	1995	NUM
cet-15453	59	22	,	,	PUNCT
cet-15453	59	23	urban	urban	ADJ
cet-15453	59	24	growth	growth	NOUN
cet-15453	59	25	passed	pass	VERB
cet-15453	59	26	from	from	ADP
cet-15453	59	27	448.11	448.11	NUM
cet-15453	59	28	to	to	ADP
cet-15453	59	29	462.86	462.86	NUM
cet-15453	59	30	ha	ha	INTJ
cet-15453	59	31	at	at	ADP
cet-15453	59	32	a	a	DET
cet-15453	59	33	rate	rate	NOUN
cet-15453	59	34	of	of	ADP
cet-15453	59	35	2.11	2.11	NUM
cet-15453	59	36	%	%	NOUN
cet-15453	59	37	per	per	ADP
cet-15453	59	38	year	year	NOUN
cet-15453	59	39	,	,	PUNCT
cet-15453	59	40	and	and	CCONJ
cet-15453	59	41	the	the	DET
cet-15453	59	42	lagoon	lagoon	NOUN
cet-15453	59	43	experienced	experience	VERB
cet-15453	59	44	a	a	DET
cet-15453	59	45	loss	loss	NOUN
cet-15453	59	46	of	of	ADP
cet-15453	59	47	3.75	3.75	NUM
cet-15453	59	48	to	to	ADP
cet-15453	59	49	2.85	2.85	NUM
cet-15453	59	50	ha	ha	NOUN
cet-15453	59	51	,	,	PUNCT
cet-15453	59	52	representing	represent	VERB
cet-15453	59	53	a	a	DET
cet-15453	59	54	negative	negative	ADJ
cet-15453	59	55	rate	rate	NOUN
cet-15453	59	56	of	of	ADP
cet-15453	59	57	change	change	NOUN
cet-15453	59	58	of	of	ADP
cet-15453	59	59	0.13	0.13	NUM
cet-15453	59	60	%	%	NOUN
cet-15453	59	61	per	per	ADP
cet-15453	59	62	year	year	NOUN
cet-15453	59	63	.	.	PUNCT
cet-15453	60	1	in	in	ADP
cet-15453	60	2	the	the	DET
cet-15453	60	3	period	period	NOUN
cet-15453	60	4	from	from	ADP
cet-15453	60	5	1995	1995	NUM
cet-15453	60	6	to	to	ADP
cet-15453	60	7	2002	2002	NUM
cet-15453	60	8	,	,	PUNCT
cet-15453	60	9	urban	urban	ADJ
cet-15453	60	10	coverage	coverage	NOUN
cet-15453	60	11	increased	increase	VERB
cet-15453	60	12	from	from	ADP
cet-15453	60	13	462.86	462.86	NUM
cet-15453	60	14	to	to	ADP
cet-15453	60	15	571.08	571.08	NUM
cet-15453	60	16	ha	ha	NOUN
cet-15453	60	17	,	,	PUNCT
cet-15453	60	18	a	a	DET
cet-15453	60	19	growth	growth	NOUN
cet-15453	60	20	of	of	ADP
cet-15453	60	21	108.218	108.218	NUM
cet-15453	60	22	ha	ha	INTJ
cet-15453	60	23	at	at	ADP
cet-15453	60	24	a	a	DET
cet-15453	60	25	rate	rate	NOUN
cet-15453	60	26	of	of	ADP
cet-15453	60	27	15.46	15.46	NUM
cet-15453	60	28	%	%	NOUN
cet-15453	60	29	per	per	ADP
cet-15453	60	30	year	year	NOUN
cet-15453	60	31	,	,	PUNCT
cet-15453	60	32	and	and	CCONJ
cet-15453	60	33	the	the	DET
cet-15453	60	34	aquatic	aquatic	ADJ
cet-15453	60	35	boundaries	boundary	NOUN
cet-15453	60	36	in	in	ADP
cet-15453	60	37	the	the	DET
cet-15453	60	38	lagoon	lagoon	NOUN
cet-15453	60	39	decreased	decrease	VERB
cet-15453	60	40	from	from	ADP
cet-15453	60	41	2.85	2.85	NUM
cet-15453	60	42	to	to	ADP
cet-15453	60	43	2.78	2.78	NUM
cet-15453	60	44	ha	ha	INTJ
cet-15453	60	45	with	with	ADP
cet-15453	60	46	a	a	DET
cet-15453	60	47	loss	loss	NOUN
cet-15453	60	48	of	of	ADP
cet-15453	60	49	0.07	0.07	NUM
cet-15453	60	50	ha	ha	INTJ
cet-15453	60	51	,	,	PUNCT
cet-15453	60	52	at	at	ADP
cet-15453	60	53	a	a	DET
cet-15453	60	54	rate	rate	NOUN
cet-15453	60	55	of	of	ADP
cet-15453	60	56	change	change	NOUN
cet-15453	60	57	of	of	ADP
cet-15453	60	58	-0.01	-0.01	NUM
cet-15453	60	59	%	%	NOUN
cet-15453	60	60	per	per	ADP
cet-15453	60	61	year	year	NOUN
cet-15453	60	62	.	.	PUNCT
cet-15453	61	1	in	in	ADP
cet-15453	61	2	the	the	DET
cet-15453	61	3	period	period	NOUN
cet-15453	61	4	from	from	ADP
cet-15453	61	5	2002	2002	NUM
cet-15453	61	6	to	to	ADP
cet-15453	61	7	2009	2009	NUM
cet-15453	61	8	,	,	PUNCT
cet-15453	61	9	urban	urban	ADJ
cet-15453	61	10	cover	cover	NOUN
cet-15453	61	11	expanded	expand	VERB
cet-15453	61	12	by	by	ADP
cet-15453	61	13	97.08	97.08	NUM
cet-15453	61	14	ha	ha	INTJ
cet-15453	61	15	at	at	ADP
cet-15453	61	16	a	a	DET
cet-15453	61	17	rate	rate	NOUN
cet-15453	61	18	of	of	ADP
cet-15453	61	19	13.87	13.87	NUM
cet-15453	61	20	%	%	NOUN
cet-15453	61	21	per	per	ADP
cet-15453	61	22	year	year	NOUN
cet-15453	61	23	,	,	PUNCT
cet-15453	61	24	while	while	SCONJ
cet-15453	61	25	the	the	DET
cet-15453	61	26	loss	loss	NOUN
cet-15453	61	27	scenario	scenario	NOUN
cet-15453	61	28	in	in	ADP
cet-15453	61	29	the	the	DET
cet-15453	61	30	lagoon	lagoon	NOUN
cet-15453	61	31	continued	continue	VERB
cet-15453	61	32	,	,	PUNCT
cet-15453	61	33	going	go	VERB
cet-15453	61	34	from	from	ADP
cet-15453	61	35	2.78	2.78	NUM
cet-15453	61	36	to	to	ADP
cet-15453	61	37	1.99	1.99	NUM
cet-15453	61	38	ha	ha	INTJ
cet-15453	61	39	,	,	PUNCT
cet-15453	61	40	representing	represent	VERB
cet-15453	61	41	a	a	DET
cet-15453	61	42	loss	loss	NOUN
cet-15453	61	43	of	of	ADP
cet-15453	61	44	0.79	0.79	NUM
cet-15453	61	45	ha	ha	INTJ
cet-15453	61	46	,	,	PUNCT
cet-15453	61	47	at	at	ADP
cet-15453	61	48	a	a	DET
cet-15453	61	49	negative	negative	ADJ
cet-15453	61	50	rate	rate	NOUN
cet-15453	61	51	of	of	ADP
cet-15453	61	52	change	change	NOUN
cet-15453	61	53	of	of	ADP
cet-15453	61	54	0.11	0.11	NUM
cet-15453	61	55	%	%	NOUN
cet-15453	61	56	per	per	ADP
cet-15453	61	57	year	year	NOUN
cet-15453	61	58	.	.	PUNCT
cet-15453	62	1	between	between	ADP
cet-15453	62	2	2009	2009	NUM
cet-15453	62	3	and	and	CCONJ
cet-15453	62	4	2016	2016	NUM
cet-15453	62	5	,	,	PUNCT
cet-15453	62	6	the	the	DET
cet-15453	62	7	growth	growth	NOUN
cet-15453	62	8	in	in	ADP
cet-15453	62	9	urban	urban	ADJ
cet-15453	62	10	cover	cover	NOUN
cet-15453	62	11	compared	compare	VERB
cet-15453	62	12	to	to	ADP
cet-15453	62	13	the	the	DET
cet-15453	62	14	other	other	ADJ
cet-15453	62	15	periods	period	NOUN
cet-15453	62	16	was	be	AUX
cet-15453	62	17	higher	high	ADJ
cet-15453	62	18	,	,	PUNCT
cet-15453	62	19	going	go	VERB
cet-15453	62	20	from	from	ADP
cet-15453	62	21	668.16	668.16	NUM
cet-15453	62	22	to	to	ADP
cet-15453	62	23	919.66	919.66	NUM
cet-15453	62	24	ha	ha	INTJ
cet-15453	62	25	,	,	PUNCT
cet-15453	62	26	with	with	ADP
cet-15453	62	27	an	an	DET
cet-15453	62	28	annual	annual	ADJ
cet-15453	62	29	growth	growth	NOUN
cet-15453	62	30	of	of	ADP
cet-15453	62	31	35.93	35.93	NUM
cet-15453	62	32	%	%	NOUN
cet-15453	62	33	,	,	PUNCT
cet-15453	62	34	and	and	CCONJ
cet-15453	62	35	the	the	DET
cet-15453	62	36	lagoon	lagoon	NOUN
cet-15453	62	37	passed	pass	VERB
cet-15453	62	38	from	from	ADP
cet-15453	62	39	1.99	1.99	NUM
cet-15453	62	40	to	to	ADP
cet-15453	62	41	1.44	1.44	NUM
cet-15453	62	42	ha	ha	INTJ
cet-15453	62	43	at	at	ADP
cet-15453	62	44	a	a	DET
cet-15453	62	45	negative	negative	ADJ
cet-15453	62	46	rate	rate	NOUN
cet-15453	62	47	of	of	ADP
cet-15453	62	48	change	change	NOUN
cet-15453	62	49	of	of	ADP
cet-15453	62	50	0.08	0.08	NUM
cet-15453	62	51	%	%	NOUN
cet-15453	62	52	per	per	ADP
cet-15453	62	53	year	year	NOUN
cet-15453	62	54	.	.	PUNCT
cet-15453	63	1	finally	finally	ADV
cet-15453	63	2	,	,	PUNCT
cet-15453	63	3	between	between	ADP
cet-15453	63	4	2016	2016	NUM
cet-15453	63	5	and	and	CCONJ
cet-15453	63	6	2023	2023	NUM
cet-15453	63	7	,	,	PUNCT
cet-15453	63	8	the	the	DET
cet-15453	63	9	urban	urban	ADJ
cet-15453	63	10	coverage	coverage	NOUN
cet-15453	63	11	increased	increase	VERB
cet-15453	63	12	from	from	ADP
cet-15453	63	13	919.66	919.66	NUM
cet-15453	63	14	ha	ha	INTJ
cet-15453	63	15	to	to	ADP
cet-15453	63	16	972.45	972.45	NUM
cet-15453	63	17	ha	ha	INTJ
cet-15453	63	18	,	,	PUNCT
cet-15453	63	19	with	with	ADP
cet-15453	63	20	a	a	DET
cet-15453	63	21	growth	growth	NOUN
cet-15453	63	22	of	of	ADP
cet-15453	63	23	1216	1216	NUM
cet-15453	63	24	7.54	7.54	NUM
cet-15453	63	25	%	%	NOUN
cet-15453	63	26	per	per	ADP
cet-15453	63	27	year	year	NOUN
cet-15453	63	28	,	,	PUNCT
cet-15453	63	29	and	and	CCONJ
cet-15453	63	30	in	in	ADP
cet-15453	63	31	the	the	DET
cet-15453	63	32	lagoon	lagoon	NOUN
cet-15453	63	33	,	,	PUNCT
cet-15453	63	34	there	there	PRON
cet-15453	63	35	was	be	VERB
cet-15453	63	36	an	an	DET
cet-15453	63	37	increase	increase	NOUN
cet-15453	63	38	in	in	ADP
cet-15453	63	39	extent	extent	NOUN
cet-15453	63	40	of	of	ADP
cet-15453	63	41	0.15	0.15	NUM
cet-15453	63	42	ha	ha	INTJ
cet-15453	63	43	,	,	PUNCT
cet-15453	63	44	which	which	PRON
cet-15453	63	45	may	may	AUX
cet-15453	63	46	be	be	AUX
cet-15453	63	47	the	the	DET
cet-15453	63	48	result	result	NOUN
cet-15453	63	49	of	of	ADP
cet-15453	63	50	conservation	conservation	NOUN
cet-15453	63	51	efforts	effort	NOUN
cet-15453	63	52	and	and	CCONJ
cet-15453	63	53	artificial	artificial	ADJ
cet-15453	63	54	water	water	NOUN
cet-15453	63	55	injection	injection	NOUN
cet-15453	63	56	by	by	ADP
cet-15453	63	57	local	local	ADJ
cet-15453	63	58	authorities	authority	NOUN
cet-15453	63	59	.	.	PUNCT
cet-15453	64	1	in	in	ADP
cet-15453	64	2	this	this	DET
cet-15453	64	3	context	context	NOUN
cet-15453	64	4	,	,	PUNCT
cet-15453	64	5	artificially	artificially	ADV
cet-15453	64	6	reacting	react	VERB
cet-15453	64	7	to	to	ADP
cet-15453	64	8	water	water	NOUN
cet-15453	64	9	scarcity	scarcity	NOUN
cet-15453	64	10	would	would	AUX
cet-15453	64	11	only	only	ADV
cet-15453	64	12	generate	generate	VERB
cet-15453	64	13	competition	competition	NOUN
cet-15453	64	14	between	between	ADP
cet-15453	64	15	water	water	NOUN
cet-15453	64	16	for	for	ADP
cet-15453	64	17	human	human	ADJ
cet-15453	64	18	consumption	consumption	NOUN
cet-15453	64	19	and	and	CCONJ
cet-15453	64	20	water	water	NOUN
cet-15453	64	21	for	for	ADP
cet-15453	64	22	other	other	ADJ
cet-15453	64	23	uses	use	NOUN
cet-15453	64	24	.	.	PUNCT
cet-15453	65	1	moreover	moreover	ADV
cet-15453	65	2	,	,	PUNCT
cet-15453	65	3	this	this	PRON
cet-15453	65	4	would	would	AUX
cet-15453	65	5	only	only	ADV
cet-15453	65	6	cure	cure	VERB
cet-15453	65	7	the	the	DET
cet-15453	65	8	symptoms	symptom	NOUN
cet-15453	65	9	in	in	ADP
cet-15453	65	10	the	the	DET
cet-15453	65	11	short	short	ADJ
cet-15453	65	12	term	term	NOUN
cet-15453	65	13	and	and	CCONJ
cet-15453	65	14	not	not	PART
cet-15453	65	15	in	in	ADP
cet-15453	65	16	the	the	DET
cet-15453	65	17	long	long	ADJ
cet-15453	65	18	term	term	NOUN
cet-15453	65	19	.	.	PUNCT
cet-15453	66	1	all	all	DET
cet-15453	66	2	this	this	DET
cet-15453	66	3	behavior	behavior	NOUN
cet-15453	66	4	of	of	ADP
cet-15453	66	5	urban	urban	ADJ
cet-15453	66	6	growth	growth	NOUN
cet-15453	66	7	in	in	ADP
cet-15453	66	8	the	the	DET
cet-15453	66	9	five	five	NUM
cet-15453	66	10	-	-	PUNCT
cet-15453	66	11	year	year	NOUN
cet-15453	66	12	intervals	interval	NOUN
cet-15453	66	13	of	of	ADP
cet-15453	66	14	the	the	DET
cet-15453	66	15	study	study	NOUN
cet-15453	66	16	is	be	AUX
cet-15453	66	17	shown	show	VERB
cet-15453	66	18	in	in	ADP
cet-15453	66	19	figure	figure	NOUN
cet-15453	66	20	4a	4a	NOUN
cet-15453	66	21	.	.	PUNCT
cet-15453	67	1	figure	figure	NOUN
cet-15453	67	2	4b	4b	PROPN
cet-15453	67	3	shows	show	VERB
cet-15453	67	4	the	the	DET
cet-15453	67	5	prediction	prediction	NOUN
cet-15453	67	6	of	of	ADP
cet-15453	67	7	the	the	DET
cet-15453	67	8	behavior	behavior	NOUN
cet-15453	67	9	of	of	ADP
cet-15453	67	10	the	the	DET
cet-15453	67	11	lagoon	lagoon	NOUN
cet-15453	67	12	to	to	ADP
cet-15453	67	13	the	the	DET
cet-15453	67	14	year	year	NOUN
cet-15453	67	15	2045	2045	NUM
cet-15453	67	16	.	.	PUNCT
cet-15453	68	1	this	this	DET
cet-15453	68	2	prediction	prediction	NOUN
cet-15453	68	3	was	be	AUX
cet-15453	68	4	based	base	VERB
cet-15453	68	5	on	on	ADP
cet-15453	68	6	a	a	DET
cet-15453	68	7	linear	linear	ADJ
cet-15453	68	8	regression	regression	NOUN
cet-15453	68	9	model	model	NOUN
cet-15453	68	10	using	use	VERB
cet-15453	68	11	numerical	numerical	ADJ
cet-15453	68	12	data	datum	NOUN
cet-15453	68	13	obtained	obtain	VERB
cet-15453	68	14	from	from	ADP
cet-15453	68	15	vector	vector	NOUN
cet-15453	68	16	image	image	NOUN
cet-15453	68	17	processing	processing	NOUN
cet-15453	68	18	for	for	ADP
cet-15453	68	19	each	each	DET
cet-15453	68	20	year	year	NOUN
cet-15453	68	21	of	of	ADP
cet-15453	68	22	the	the	DET
cet-15453	68	23	study	study	NOUN
cet-15453	68	24	period	period	NOUN
cet-15453	68	25	.	.	PUNCT
cet-15453	69	1	figure	figure	VERB
cet-15453	69	2	4	4	NUM
cet-15453	69	3	:	:	PUNCT
cet-15453	69	4	a	a	X
cet-15453	69	5	)	)	PUNCT
cet-15453	69	6	variation	variation	NOUN
cet-15453	69	7	of	of	ADP
cet-15453	69	8	vegetation	vegetation	NOUN
cet-15453	69	9	cover	cover	NOUN
cet-15453	69	10	as	as	ADP
cet-15453	69	11	a	a	DET
cet-15453	69	12	function	function	NOUN
cet-15453	69	13	of	of	ADP
cet-15453	69	14	urban	urban	ADJ
cet-15453	69	15	growth	growth	NOUN
cet-15453	69	16	;	;	PUNCT
cet-15453	69	17	b	b	X
cet-15453	69	18	)	)	PUNCT
cet-15453	69	19	prediction	prediction	NOUN
cet-15453	69	20	of	of	ADP
cet-15453	69	21	the	the	DET
cet-15453	69	22	behavior	behavior	NOUN
cet-15453	69	23	of	of	ADP
cet-15453	69	24	the	the	DET
cet-15453	69	25	lagoon	lagoon	NOUN
cet-15453	69	26	in	in	ADP
cet-15453	69	27	2045	2045	NUM
cet-15453	69	28	espinoza	espinoza	PROPN
cet-15453	69	29	&	&	CCONJ
cet-15453	69	30	fort	fort	PROPN
cet-15453	69	31	(	(	PUNCT
cet-15453	69	32	2020	2020	NUM
cet-15453	69	33	)	)	PUNCT
cet-15453	69	34	argue	argue	VERB
cet-15453	69	35	that	that	SCONJ
cet-15453	69	36	between	between	ADP
cet-15453	69	37	2009	2009	NUM
cet-15453	69	38	and	and	CCONJ
cet-15453	69	39	2023	2023	NUM
cet-15453	69	40	,	,	PUNCT
cet-15453	69	41	peru	peru	PROPN
cet-15453	69	42	has	have	AUX
cet-15453	69	43	experienced	experience	VERB
cet-15453	69	44	a	a	DET
cet-15453	69	45	remarkable	remarkable	ADJ
cet-15453	69	46	informal	informal	ADJ
cet-15453	69	47	growth	growth	NOUN
cet-15453	69	48	.	.	PUNCT
cet-15453	70	1	this	this	DET
cet-15453	70	2	distribution	distribution	NOUN
cet-15453	70	3	and	and	CCONJ
cet-15453	70	4	growth	growth	NOUN
cet-15453	70	5	recorded	record	VERB
cet-15453	70	6	during	during	ADP
cet-15453	70	7	that	that	DET
cet-15453	70	8	period	period	NOUN
cet-15453	70	9	responds	respond	VERB
cet-15453	70	10	to	to	ADP
cet-15453	70	11	sources	source	NOUN
cet-15453	70	12	of	of	ADP
cet-15453	70	13	work	work	NOUN
cet-15453	70	14	,	,	PUNCT
cet-15453	70	15	tourist	tourist	NOUN
cet-15453	70	16	income	income	NOUN
cet-15453	70	17	and	and	CCONJ
cet-15453	70	18	handicrafts	handicraft	NOUN
cet-15453	70	19	,	,	PUNCT
cet-15453	70	20	both	both	CCONJ
cet-15453	70	21	formal	formal	ADJ
cet-15453	70	22	and	and	CCONJ
cet-15453	70	23	informal	informal	ADJ
cet-15453	70	24	that	that	PRON
cet-15453	70	25	had	have	VERB
cet-15453	70	26	as	as	ADP
cet-15453	70	27	their	their	PRON
cet-15453	70	28	initial	initial	ADJ
cet-15453	70	29	focus	focus	NOUN
cet-15453	70	30	the	the	DET
cet-15453	70	31	west	west	ADJ
cet-15453	70	32	side	side	NOUN
cet-15453	70	33	of	of	ADP
cet-15453	70	34	the	the	DET
cet-15453	70	35	huacachina	huacachina	PROPN
cet-15453	70	36	lagoon	lagoon	NOUN
cet-15453	70	37	area	area	NOUN
cet-15453	70	38	(	(	PUNCT
cet-15453	70	39	obeso	obeso	NOUN
cet-15453	70	40	,	,	PUNCT
cet-15453	70	41	2019	2019	NUM
cet-15453	70	42	)	)	PUNCT
cet-15453	70	43	.	.	PUNCT
cet-15453	71	1	the	the	DET
cet-15453	71	2	variation	variation	NOUN
cet-15453	71	3	in	in	ADP
cet-15453	71	4	coverages	coverage	NOUN
cet-15453	71	5	occurred	occur	VERB
cet-15453	71	6	at	at	ADP
cet-15453	71	7	different	different	ADJ
cet-15453	71	8	rates	rate	NOUN
cet-15453	71	9	of	of	ADP
cet-15453	71	10	change	change	NOUN
cet-15453	71	11	,	,	PUNCT
cet-15453	71	12	following	follow	VERB
cet-15453	71	13	a	a	DET
cet-15453	71	14	linear	linear	ADJ
cet-15453	71	15	distribution	distribution	NOUN
cet-15453	71	16	.	.	PUNCT
cet-15453	72	1	in	in	ADP
cet-15453	72	2	addition	addition	NOUN
cet-15453	72	3	,	,	PUNCT
cet-15453	72	4	given	give	VERB
cet-15453	72	5	the	the	DET
cet-15453	72	6	increasing	increase	VERB
cet-15453	72	7	urban	urban	ADJ
cet-15453	72	8	expansion	expansion	NOUN
cet-15453	72	9	in	in	ADP
cet-15453	72	10	the	the	DET
cet-15453	72	11	study	study	NOUN
cet-15453	72	12	area	area	NOUN
cet-15453	72	13	,	,	PUNCT
cet-15453	72	14	the	the	DET
cet-15453	72	15	hypothesis	hypothesis	NOUN
cet-15453	72	16	of	of	ADP
cet-15453	72	17	a	a	DET
cet-15453	72	18	relationship	relationship	NOUN
cet-15453	72	19	between	between	ADP
cet-15453	72	20	urban	urban	ADJ
cet-15453	72	21	development	development	PROPN
cet-15453	72	22	and	and	CCONJ
cet-15453	72	23	ecosystem	ecosystem	NOUN
cet-15453	72	24	loss	loss	NOUN
cet-15453	72	25	is	be	AUX
cet-15453	72	26	born	bear	VERB
cet-15453	72	27	(	(	PUNCT
cet-15453	72	28	minnig	minnig	NOUN
cet-15453	72	29	et	et	PROPN
cet-15453	72	30	al	al	PROPN
cet-15453	72	31	.	.	PROPN
cet-15453	72	32	,2018).figure	,2018).figure	PUNCT
cet-15453	72	33	4b	4b	PROPN
cet-15453	72	34	showed	show	VERB
cet-15453	72	35	two	two	NUM
cet-15453	72	36	extinction	extinction	NOUN
cet-15453	72	37	scenarios	scenario	NOUN
cet-15453	72	38	,	,	PUNCT
cet-15453	72	39	one	one	NUM
cet-15453	72	40	based	base	VERB
cet-15453	72	41	on	on	ADP
cet-15453	72	42	remote	remote	ADJ
cet-15453	72	43	sensing	sense	VERB
cet-15453	72	44	data	datum	NOUN
cet-15453	72	45	and	and	CCONJ
cet-15453	72	46	the	the	DET
cet-15453	72	47	other	other	ADJ
cet-15453	72	48	based	base	VERB
cet-15453	72	49	on	on	ADP
cet-15453	72	50	the	the	DET
cet-15453	72	51	strength	strength	NOUN
cet-15453	72	52	of	of	ADP
cet-15453	72	53	correlation	correlation	NOUN
cet-15453	72	54	between	between	ADP
cet-15453	72	55	the	the	DET
cet-15453	72	56	expansion	expansion	NOUN
cet-15453	72	57	of	of	ADP
cet-15453	72	58	urban	urban	ADJ
cet-15453	72	59	coverage	coverage	NOUN
cet-15453	72	60	and	and	CCONJ
cet-15453	72	61	the	the	DET
cet-15453	72	62	variation	variation	NOUN
cet-15453	72	63	of	of	ADP
cet-15453	72	64	the	the	DET
cet-15453	72	65	huacachina	huacachina	NOUN
cet-15453	72	66	lagoon	lagoon	NOUN
cet-15453	72	67	.	.	PUNCT
cet-15453	73	1	according	accord	VERB
cet-15453	73	2	to	to	ADP
cet-15453	73	3	the	the	DET
cet-15453	73	4	strength	strength	NOUN
cet-15453	73	5	of	of	ADP
cet-15453	73	6	correlation	correlation	NOUN
cet-15453	73	7	between	between	ADP
cet-15453	73	8	the	the	DET
cet-15453	73	9	expansion	expansion	NOUN
cet-15453	73	10	of	of	ADP
cet-15453	73	11	urban	urban	ADJ
cet-15453	73	12	coverage	coverage	NOUN
cet-15453	73	13	and	and	CCONJ
cet-15453	73	14	the	the	DET
cet-15453	73	15	variation	variation	NOUN
cet-15453	73	16	of	of	ADP
cet-15453	73	17	the	the	DET
cet-15453	73	18	huacachina	huacachina	NOUN
cet-15453	73	19	lagoon	lagoon	NOUN
cet-15453	73	20	,	,	PUNCT
cet-15453	73	21	it	it	PRON
cet-15453	73	22	is	be	AUX
cet-15453	73	23	anticipated	anticipate	VERB
cet-15453	73	24	with	with	ADP
cet-15453	73	25	84	84	NUM
cet-15453	73	26	%	%	NOUN
cet-15453	73	27	certainty	certainty	NOUN
cet-15453	73	28	that	that	SCONJ
cet-15453	73	29	there	there	PRON
cet-15453	73	30	could	could	AUX
cet-15453	73	31	be	be	AUX
cet-15453	73	32	a	a	DET
cet-15453	73	33	total	total	ADJ
cet-15453	73	34	extinction	extinction	NOUN
cet-15453	73	35	of	of	ADP
cet-15453	73	36	the	the	DET
cet-15453	73	37	huacachina	huacachina	NOUN
cet-15453	73	38	lagoon	lagoon	NOUN
cet-15453	73	39	by	by	ADP
cet-15453	73	40	the	the	DET
cet-15453	73	41	year	year	NOUN
cet-15453	73	42	2046	2046	NUM
cet-15453	73	43	.	.	PUNCT
cet-15453	74	1	with	with	ADP
cet-15453	74	2	16	16	NUM
cet-15453	74	3	%	%	NOUN
cet-15453	74	4	certainty	certainty	NOUN
cet-15453	74	5	it	it	PRON
cet-15453	74	6	could	could	AUX
cet-15453	74	7	be	be	AUX
cet-15453	74	8	stated	state	VERB
cet-15453	74	9	that	that	SCONJ
cet-15453	74	10	urban	urban	ADJ
cet-15453	74	11	growth	growth	NOUN
cet-15453	74	12	alone	alone	ADV
cet-15453	74	13	is	be	AUX
cet-15453	74	14	not	not	PART
cet-15453	74	15	sufficient	sufficient	ADJ
cet-15453	74	16	to	to	PART
cet-15453	74	17	explain	explain	VERB
cet-15453	74	18	the	the	DET
cet-15453	74	19	loss	loss	NOUN
cet-15453	74	20	of	of	ADP
cet-15453	74	21	this	this	DET
cet-15453	74	22	ecosystem	ecosystem	NOUN
cet-15453	74	23	(	(	PUNCT
cet-15453	74	24	reyes	reyes	PROPN
cet-15453	74	25	&	&	CCONJ
cet-15453	74	26	isu	isu	PROPN
cet-15453	74	27	,	,	PUNCT
cet-15453	74	28	2020	2020	NUM
cet-15453	74	29	)	)	PUNCT
cet-15453	74	30	.	.	PUNCT
cet-15453	75	1	with	with	ADP
cet-15453	75	2	this	this	DET
cet-15453	75	3	approach	approach	NOUN
cet-15453	75	4	,	,	PUNCT
cet-15453	75	5	it	it	PRON
cet-15453	75	6	is	be	AUX
cet-15453	75	7	assumed	assume	VERB
cet-15453	75	8	that	that	SCONJ
cet-15453	75	9	the	the	DET
cet-15453	75	10	water	water	NOUN
cet-15453	75	11	stress	stress	NOUN
cet-15453	75	12	generated	generate	VERB
cet-15453	75	13	by	by	ADP
cet-15453	75	14	the	the	DET
cet-15453	75	15	urban	urban	ADJ
cet-15453	75	16	area	area	NOUN
cet-15453	75	17	to	to	ADP
cet-15453	75	18	the	the	DET
cet-15453	75	19	huacachina	huacachina	NOUN
cet-15453	75	20	lagoon	lagoon	NOUN
cet-15453	75	21	remains	remain	VERB
cet-15453	75	22	constant	constant	ADJ
cet-15453	75	23	,	,	PUNCT
cet-15453	75	24	indicating	indicate	VERB
cet-15453	75	25	that	that	SCONJ
cet-15453	75	26	both	both	CCONJ
cet-15453	75	27	the	the	DET
cet-15453	75	28	indirect	indirect	ADJ
cet-15453	75	29	demand	demand	NOUN
cet-15453	75	30	for	for	ADP
cet-15453	75	31	water	water	NOUN
cet-15453	75	32	resources	resource	NOUN
cet-15453	75	33	by	by	ADP
cet-15453	75	34	the	the	DET
cet-15453	75	35	population	population	NOUN
cet-15453	75	36	and	and	CCONJ
cet-15453	75	37	the	the	DET
cet-15453	75	38	pressure	pressure	NOUN
cet-15453	75	39	that	that	PRON
cet-15453	75	40	may	may	AUX
cet-15453	75	41	be	be	AUX
cet-15453	75	42	generated	generate	VERB
cet-15453	75	43	by	by	ADP
cet-15453	75	44	meteorological	meteorological	ADJ
cet-15453	75	45	changes	change	NOUN
cet-15453	75	46	over	over	ADP
cet-15453	75	47	the	the	DET
cet-15453	75	48	years	year	NOUN
cet-15453	75	49	remain	remain	VERB
cet-15453	75	50	constant	constant	ADJ
cet-15453	75	51	.	.	PUNCT
cet-15453	76	1	4	4	X
cet-15453	76	2	.	.	X
cet-15453	76	3	conclusions	conclusion	NOUN
cet-15453	76	4	the	the	DET
cet-15453	76	5	multi	multi	ADJ
cet-15453	76	6	-	-	ADJ
cet-15453	76	7	temporal	temporal	ADJ
cet-15453	76	8	analysis	analysis	NOUN
cet-15453	76	9	of	of	ADP
cet-15453	76	10	urban	urban	ADJ
cet-15453	76	11	expansion	expansion	NOUN
cet-15453	76	12	allowed	allow	VERB
cet-15453	76	13	us	we	PRON
cet-15453	76	14	to	to	PART
cet-15453	76	15	detect	detect	VERB
cet-15453	76	16	changes	change	NOUN
cet-15453	76	17	in	in	ADP
cet-15453	76	18	the	the	DET
cet-15453	76	19	huacachina	huacachina	NOUN
cet-15453	76	20	lagoon	lagoon	NOUN
cet-15453	76	21	area	area	NOUN
cet-15453	76	22	by	by	ADP
cet-15453	76	23	remote	remote	ADJ
cet-15453	76	24	sensing	sensing	NOUN
cet-15453	76	25	,	,	PUNCT
cet-15453	76	26	indicating	indicate	VERB
cet-15453	76	27	that	that	SCONJ
cet-15453	76	28	from	from	ADP
cet-15453	76	29	1988	1988	NUM
cet-15453	76	30	to	to	ADP
cet-15453	76	31	2023	2023	NUM
cet-15453	76	32	,	,	PUNCT
cet-15453	76	33	urban	urban	ADJ
cet-15453	76	34	growth	growth	NOUN
cet-15453	76	35	increased	increase	VERB
cet-15453	76	36	from	from	ADP
cet-15453	76	37	448.11	448.11	NUM
cet-15453	76	38	to	to	ADP
cet-15453	76	39	972.45	972.45	NUM
cet-15453	76	40	ha	ha	INTJ
cet-15453	76	41	,	,	PUNCT
cet-15453	76	42	at	at	ADP
cet-15453	76	43	a	a	DET
cet-15453	76	44	rate	rate	NOUN
cet-15453	76	45	of	of	ADP
cet-15453	76	46	change	change	NOUN
cet-15453	76	47	of	of	ADP
cet-15453	76	48	14.98	14.98	NUM
cet-15453	76	49	%	%	NOUN
cet-15453	76	50	per	per	ADP
cet-15453	76	51	year	year	NOUN
cet-15453	76	52	,	,	PUNCT
cet-15453	76	53	with	with	ADP
cet-15453	76	54	the	the	DET
cet-15453	76	55	most	most	ADV
cet-15453	76	56	intense	intense	ADJ
cet-15453	76	57	growth	growth	NOUN
cet-15453	76	58	between	between	ADP
cet-15453	76	59	2009	2009	NUM
cet-15453	76	60	and	and	CCONJ
cet-15453	76	61	2016	2016	NUM
cet-15453	76	62	.	.	PUNCT
cet-15453	77	1	in	in	ADP
cet-15453	77	2	addition	addition	NOUN
cet-15453	77	3	,	,	PUNCT
cet-15453	77	4	it	it	PRON
cet-15453	77	5	was	be	AUX
cet-15453	77	6	predicted	predict	VERB
cet-15453	77	7	with	with	ADP
cet-15453	77	8	84	84	NUM
cet-15453	77	9	%	%	NOUN
cet-15453	77	10	certainty	certainty	NOUN
cet-15453	77	11	that	that	SCONJ
cet-15453	77	12	the	the	DET
cet-15453	77	13	huacachina	huacachina	NOUN
cet-15453	77	14	lagoon	lagoon	NOUN
cet-15453	77	15	could	could	AUX
cet-15453	77	16	be	be	AUX
cet-15453	77	17	extinct	extinct	ADJ
cet-15453	77	18	by	by	ADP
cet-15453	77	19	2046	2046	NUM
cet-15453	77	20	,	,	PUNCT
cet-15453	77	21	alerting	alert	VERB
cet-15453	77	22	the	the	DET
cet-15453	77	23	competent	competent	ADJ
cet-15453	77	24	authorities	authority	NOUN
cet-15453	77	25	to	to	PART
cet-15453	77	26	take	take	VERB
cet-15453	77	27	measures	measure	NOUN
cet-15453	77	28	to	to	PART
cet-15453	77	29	value	value	VERB
cet-15453	77	30	the	the	DET
cet-15453	77	31	ecosystem	ecosystem	NOUN
cet-15453	77	32	from	from	ADP
cet-15453	77	33	the	the	DET
cet-15453	77	34	approach	approach	NOUN
cet-15453	77	35	of	of	ADP
cet-15453	77	36	sustainable	sustainable	ADJ
cet-15453	77	37	land	land	NOUN
cet-15453	77	38	use	use	NOUN
cet-15453	77	39	in	in	ADP
cet-15453	77	40	the	the	DET
cet-15453	77	41	area	area	NOUN
cet-15453	77	42	of	of	ADP
cet-15453	77	43	the	the	DET
cet-15453	77	44	huacachina	huacachina	NOUN
cet-15453	77	45	lagoon	lagoon	NOUN
cet-15453	77	46	in	in	ADP
cet-15453	77	47	ica	ica	PROPN
cet-15453	77	48	,	,	PUNCT
cet-15453	77	49	peru	peru	PROPN
cet-15453	77	50	.	.	PUNCT
cet-15453	78	1	it	it	PRON
cet-15453	78	2	should	should	AUX
cet-15453	78	3	also	also	ADV
cet-15453	78	4	be	be	AUX
cet-15453	78	5	emphasized	emphasize	VERB
cet-15453	78	6	that	that	SCONJ
cet-15453	78	7	these	these	DET
cet-15453	78	8	studies	study	NOUN
cet-15453	78	9	should	should	AUX
cet-15453	78	10	have	have	VERB
cet-15453	78	11	a	a	DET
cet-15453	78	12	systematic	systematic	ADJ
cet-15453	78	13	analysis	analysis	NOUN
cet-15453	78	14	that	that	PRON
cet-15453	78	15	articulates	articulate	VERB
cet-15453	78	16	the	the	DET
cet-15453	78	17	interrelationships	interrelationship	NOUN
cet-15453	78	18	of	of	ADP
cet-15453	78	19	the	the	DET
cet-15453	78	20	components	component	NOUN
cet-15453	78	21	on	on	ADP
cet-15453	78	22	the	the	DET
cet-15453	78	23	ground	ground	NOUN
cet-15453	78	24	and	and	CCONJ
cet-15453	78	25	in	in	ADP
cet-15453	78	26	the	the	DET
cet-15453	78	27	lagoon	lagoon	NOUN
cet-15453	78	28	's	's	PART
cet-15453	78	29	hydrological	hydrological	ADJ
cet-15453	78	30	cycle	cycle	NOUN
cet-15453	78	31	in	in	ADP
cet-15453	78	32	order	order	NOUN
cet-15453	78	33	to	to	PART
cet-15453	78	34	correlate	correlate	VERB
cet-15453	78	35	the	the	DET
cet-15453	78	36	different	different	ADJ
cet-15453	78	37	variables	variable	NOUN
cet-15453	78	38	that	that	PRON
cet-15453	78	39	characterize	characterize	VERB
cet-15453	78	40	this	this	DET
cet-15453	78	41	natural	natural	ADJ
cet-15453	78	42	system	system	NOUN
cet-15453	78	43	.	.	PUNCT
cet-15453	79	1	acknowledgments	acknowledgment	NOUN
cet-15453	79	2	the	the	DET
cet-15453	79	3	authors	author	NOUN
cet-15453	79	4	would	would	AUX
cet-15453	79	5	like	like	VERB
cet-15453	79	6	to	to	PART
cet-15453	79	7	thank	thank	VERB
cet-15453	79	8	"	"	PUNCT
cet-15453	79	9	investiga	investiga	PROPN
cet-15453	79	10	ucv	ucv	PROPN
cet-15453	79	11	"	"	PUNCT
cet-15453	79	12	of	of	ADP
cet-15453	79	13	the	the	DET
cet-15453	79	14	universidad	universidad	PROPN
cet-15453	79	15	césar	césar	PROPN
cet-15453	79	16	vallejo	vallejo	PROPN
cet-15453	79	17	for	for	ADP
cet-15453	79	18	financial	financial	ADJ
cet-15453	79	19	support	support	NOUN
cet-15453	79	20	for	for	ADP
cet-15453	79	21	the	the	DET
cet-15453	79	22	publication	publication	NOUN
cet-15453	79	23	of	of	ADP
cet-15453	79	24	this	this	DET
cet-15453	79	25	research	research	NOUN
cet-15453	79	26	.	.	PUNCT
cet-15453	80	1	references	reference	NOUN
cet-15453	80	2	ayra	ayra	PROPN
cet-15453	80	3	h.	h.	PROPN
cet-15453	80	4	p.	p.	PROPN
cet-15453	80	5	n.	n.	PROPN
cet-15453	80	6	,	,	PUNCT
cet-15453	80	7	jordan	jordan	PROPN
cet-15453	80	8	m.	m.	PROPN
cet-15453	80	9	j.	j.	PROPN
cet-15453	80	10	l.	l.	PROPN
cet-15453	80	11	,	,	PUNCT
cet-15453	80	12	olivera	olivera	PROPN
cet-15453	80	13	c.	c.	PROPN
cet-15453	80	14	c.	c.	PROPN
cet-15453	80	15	,	,	PUNCT
cet-15453	80	16	alfaro	alfaro	PROPN
cet-15453	80	17	e.	e.	PROPN
cet-15453	80	18	g.	g.	PROPN
cet-15453	80	19	b.	b.	PROPN
cet-15453	80	20	&	&	CCONJ
cet-15453	80	21	galvez	galvez	PROPN
cet-15453	80	22	j.	j.	PROPN
cet-15453	80	23	j.	j.	PROPN
cet-15453	80	24	o.	o.	PROPN
cet-15453	80	25	,	,	PUNCT
cet-15453	80	26	2021	2021	NUM
cet-15453	80	27	,	,	PUNCT
cet-15453	80	28	water	water	NOUN
cet-15453	80	29	sustainability	sustainability	NOUN
cet-15453	80	30	of	of	ADP
cet-15453	80	31	the	the	DET
cet-15453	80	32	yanacocha	yanacocha	NOUN
cet-15453	80	33	lagoon	lagoon	NOUN
cet-15453	80	34	:	:	PUNCT
cet-15453	80	35	future	future	ADJ
cet-15453	80	36	scenarios	scenario	NOUN
cet-15453	80	37	for	for	ADP
cet-15453	80	38	the	the	DET
cet-15453	80	39	population	population	NOUN
cet-15453	80	40	of	of	ADP
cet-15453	80	41	carhuamayo	carhuamayo	PROPN
cet-15453	80	42	,	,	PUNCT
cet-15453	80	43	junin	junin	PROPN
cet-15453	80	44	,	,	PUNCT
cet-15453	80	45	peru	peru	PROPN
cet-15453	80	46	,	,	PUNCT
cet-15453	80	47	chemical	chemical	NOUN
cet-15453	80	48	engineering	engineering	NOUN
cet-15453	80	49	transactions	transaction	NOUN
cet-15453	80	50	,	,	PUNCT
cet-15453	80	51	86	86	NUM
cet-15453	80	52	,	,	PUNCT
cet-15453	80	53	487	487	NUM
cet-15453	80	54	-	-	SYM
cet-15453	80	55	492	492	NUM
cet-15453	80	56	.	.	PUNCT
cet-15453	80	57	1217	1217	NUM
cet-15453	80	58	argota	argota	NOUN
cet-15453	81	1	p.	p.	NOUN
cet-15453	81	2	g.	g.	PROPN
cet-15453	82	1	y	y	PROPN
cet-15453	82	2	doroteo	doroteo	PROPN
cet-15453	82	3	n.	n.	PROPN
cet-15453	82	4	p.	p.	PROPN
cet-15453	82	5	f.	f.	PROPN
cet-15453	82	6	,	,	PUNCT
cet-15453	82	7	2021	2021	NUM
cet-15453	82	8	.	.	PUNCT
cet-15453	83	1	daño	daño	PROPN
cet-15453	83	2	ambiental	ambiental	PROPN
cet-15453	83	3	latente	latente	PROPN
cet-15453	83	4	en	en	PROPN
cet-15453	83	5	la	la	PROPN
cet-15453	83	6	laguna	laguna	PROPN
cet-15453	83	7	de	de	PROPN
cet-15453	83	8	la	la	PROPN
cet-15453	83	9	huacachina	huacachina	PROPN
cet-15453	83	10	,	,	PUNCT
cet-15453	83	11	ica	ica	PROPN
cet-15453	83	12	(	(	PUNCT
cet-15453	83	13	perú	perú	PROPN
cet-15453	83	14	)	)	PUNCT
cet-15453	83	15	.	.	PUNCT
cet-15453	84	1	revista	revista	PROPN
cet-15453	84	2	de	de	PROPN
cet-15453	84	3	investigaciones	investigaciones	PROPN
cet-15453	84	4	altoandinas	altoandinas	PROPN
cet-15453	84	5	journal	journal	PROPN
cet-15453	84	6	of	of	ADP
cet-15453	84	7	high	high	ADJ
cet-15453	84	8	andean	andean	ADJ
cet-15453	84	9	research	research	NOUN
cet-15453	84	10	.	.	PUNCT
cet-15453	85	1	23(2	23(2	NOUN
cet-15453	85	2	)	)	PUNCT
cet-15453	85	3	,	,	PUNCT
cet-15453	85	4	111–114	111–114	NUM
cet-15453	85	5	tabet	tabet	NOUN
cet-15453	85	6	,	,	PUNCT
cet-15453	85	7	a.	a.	NOUN
cet-15453	85	8	a.	a.	PROPN
cet-15453	85	9	,	,	PUNCT
cet-15453	85	10	abdaoui	abdaoui	PROPN
cet-15453	85	11	,	,	PUNCT
cet-15453	85	12	g.	g.	PROPN
cet-15453	85	13	r.	r.	PROPN
cet-15453	85	14	&	&	CCONJ
cet-15453	85	15	layeb	layeb	PROPN
cet-15453	85	16	,	,	PUNCT
cet-15453	85	17	h.	h.	PROPN
cet-15453	85	18	,	,	PUNCT
cet-15453	85	19	2023	2023	NUM
cet-15453	85	20	,	,	PUNCT
cet-15453	85	21	automatic	automatic	ADJ
cet-15453	85	22	extraction	extraction	NOUN
cet-15453	85	23	of	of	ADP
cet-15453	85	24	build	build	NOUN
cet-15453	85	25	-	-	PUNCT
cet-15453	85	26	up	up	ADP
cet-15453	85	27	areas	area	NOUN
cet-15453	85	28	from	from	ADP
cet-15453	85	29	bare	bare	ADJ
cet-15453	85	30	land	land	NOUN
cet-15453	85	31	using	use	VERB
cet-15453	85	32	sentinel	sentinel	ADJ
cet-15453	85	33	2a	2a	NUM
cet-15453	85	34	imagery	imagery	NOUN
cet-15453	85	35	in	in	ADP
cet-15453	85	36	el	el	PROPN
cet-15453	85	37	khroub	khroub	PROPN
cet-15453	85	38	city	city	PROPN
cet-15453	85	39	,	,	PUNCT
cet-15453	85	40	algeria	algeria	PROPN
cet-15453	85	41	,	,	PUNCT
cet-15453	85	42	bulletin	bulletin	PROPN
cet-15453	85	43	de	de	X
cet-15453	85	44	la	la	PROPN
cet-15453	85	45	société	société	PROPN
cet-15453	85	46	royale	royale	PROPN
cet-15453	85	47	des	des	PROPN
cet-15453	85	48	sciences	sciences	PROPN
cet-15453	85	49	de	de	X
cet-15453	85	50	liège	liège	PROPN
cet-15453	85	51	,	,	PUNCT
cet-15453	85	52	1	1	NUM
cet-15453	85	53	-	-	SYM
cet-15453	85	54	22	22	NUM
cet-15453	85	55	.	.	PUNCT
cet-15453	86	1	editora	editora	PROPN
cet-15453	86	2	perú	perú	PROPN
cet-15453	86	3	,	,	PUNCT
cet-15453	86	4	2009	2009	NUM
cet-15453	86	5	,	,	PUNCT
cet-15453	86	6	evalúan	evalúan	NOUN
cet-15453	86	7	problemática	problemática	PROPN
cet-15453	86	8	de	de	PROPN
cet-15453	86	9	desarrollo	desarrollo	PROPN
cet-15453	86	10	de	de	PROPN
cet-15453	86	11	inversión	inversión	PROPN
cet-15453	86	12	turística	turística	PROPN
cet-15453	86	13	en	en	PROPN
cet-15453	86	14	laguna	laguna	PROPN
cet-15453	86	15	de	de	PROPN
cet-15453	86	16	la	la	PROPN
cet-15453	86	17	huacachina	huacachina	PROPN
cet-15453	86	18	,	,	PUNCT
cet-15453	86	19	andina	andina	PROPN
cet-15453	86	20	<	<	X
cet-15453	86	21	www2.congreso.gob.pe	www2.congreso.gob.pe	PROPN
cet-15453	86	22	/	/	SYM
cet-15453	86	23	sicr	sicr	NOUN
cet-15453	86	24	/	/	SYM
cet-15453	86	25	prensa	prensa	PROPN
cet-15453	86	26	/	/	SYM
cet-15453	86	27	heraldo.nsf	heraldo.nsf	NOUN
cet-15453	86	28	/	/	SYM
cet-15453	86	29	cntitulares2	cntitulares2	ADJ
cet-15453	86	30	/	/	SYM
cet-15453	86	31	f3a588c461ea6d220525760e00517d8	f3a588c461ea6d220525760e00517d8	PROPN
cet-15453	86	32	6/?opendocument	6/?opendocument	NUM
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cet-15453	86	36	.	.	PUNCT
cet-15453	86	37	dirección	dirección	PROPN
cet-15453	86	38	general	general	PROPN
cet-15453	86	39	de	de	X
cet-15453	86	40	ordenamiento	ordenamiento	ADP
cet-15453	86	41	territorial	territorial	NOUN
cet-15453	86	42	(	(	PUNCT
cet-15453	86	43	dgot	dgot	PROPN
cet-15453	86	44	)	)	PUNCT
cet-15453	86	45	,	,	PUNCT
cet-15453	86	46	2014	2014	NUM
cet-15453	86	47	,	,	PUNCT
cet-15453	86	48	protocolo	protocolo	ADV
cet-15453	86	49	:	:	PUNCT
cet-15453	86	50	evaluación	evaluación	PROPN
cet-15453	86	51	de	de	PROPN
cet-15453	86	52	la	la	PROPN
cet-15453	86	53	exactitud	exactitud	PROPN
cet-15453	86	54	temática	temática	PROPN
cet-15453	86	55	del	del	PROPN
cet-15453	86	56	mapa	mapa	PROPN
cet-15453	86	57	de	de	PROPN
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cet-15453	86	59	<	<	X
cet-15453	86	60	www.minam.gob.pe/ordenamientoterritorial/wp-content/uploads/sites/18/2013/10/protocolovalidacion-mapa-deforestacion.pdf	www.minam.gob.pe/ordenamientoterritorial/wp-content/uploads/sites/18/2013/10/protocolovalidacion-mapa-deforestacion.pdf	X
cet-15453	86	61	>	>	X
cet-15453	86	62	accesed	accese	VERB
cet-15453	86	63	15.06.23	15.06.23	PROPN
cet-15453	86	64	.	.	PUNCT
cet-15453	87	1	espinoza	espinoza	PROPN
cet-15453	87	2	a.	a.	PROPN
cet-15453	87	3	y	y	PROPN
cet-15453	87	4	fort	fort	PROPN
cet-15453	87	5	r.	r.	PROPN
cet-15453	87	6	,	,	PUNCT
cet-15453	87	7	2020	2020	NUM
cet-15453	87	8	,	,	PUNCT
cet-15453	87	9	mapeo	mapeo	PROPN
cet-15453	87	10	y	y	PROPN
cet-15453	87	11	tipología	tipología	X
cet-15453	87	12	de	de	X
cet-15453	87	13	la	la	X
cet-15453	87	14	expansión	expansión	PROPN
cet-15453	87	15	urbana	urbana	PROPN
cet-15453	87	16	en	en	PROPN
cet-15453	87	17	el	el	PROPN
cet-15453	87	18	perú	perú	PROPN
cet-15453	87	19	.	.	PUNCT
cet-15453	88	1	lima	lima	NOUN
cet-15453	88	2	:	:	PUNCT
cet-15453	88	3	grade	grade	NOUN
cet-15453	88	4	;	;	PUNCT
cet-15453	88	5	adi	adi	PROPN
cet-15453	88	6	.	.	PROPN
cet-15453	88	7	elmdari	elmdari	PROPN
cet-15453	89	1	y.	y.	PROPN
cet-15453	89	2	,	,	PUNCT
cet-15453	89	3	abdelouahed	abdelouahe	VERB
cet-15453	89	4	n.	n.	PROPN
cet-15453	89	5	,	,	PUNCT
cet-15453	89	6	y	y	PROPN
cet-15453	89	7	mustapha	mustapha	PROPN
cet-15453	89	8	h.	h.	PROPN
cet-15453	89	9	,	,	PUNCT
cet-15453	89	10	2020	2020	NUM
cet-15453	89	11	,	,	PUNCT
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cet-15453	89	13	impact	impact	NOUN
cet-15453	89	14	of	of	ADP
cet-15453	89	15	rapid	rapid	ADJ
cet-15453	89	16	urbanization	urbanization	NOUN
cet-15453	89	17	and	and	CCONJ
cet-15453	89	18	population	population	NOUN
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cet-15453	89	20	on	on	ADP
cet-15453	89	21	the	the	DET
cet-15453	89	22	city	city	NOUN
cet-15453	89	23	shape	shape	NOUN
cet-15453	89	24	of	of	ADP
cet-15453	89	25	casablanca	casablanca	PROPN
cet-15453	89	26	morocco	morocco	PROPN
cet-15453	89	27	using	use	VERB
cet-15453	89	28	remote	remote	ADJ
cet-15453	89	29	sensing	sensing	NOUN
cet-15453	89	30	,	,	PUNCT
cet-15453	89	31	iee	iee	PROPN
cet-15453	89	32	,	,	PUNCT
cet-15453	89	33	international	international	ADJ
cet-15453	89	34	conference	conference	NOUN
cet-15453	89	35	of	of	ADP
cet-15453	89	36	moroccan	moroccan	PROPN
cet-15453	89	37	geomatics	geomatics	PROPN
cet-15453	89	38	.	.	PUNCT
cet-15453	90	1	garcía	garcía	PROPN
cet-15453	90	2	c.	c.	PROPN
cet-15453	90	3	a.	a.	PROPN
cet-15453	90	4	y	y	PROPN
cet-15453	90	5	culma	culma	PROPN
cet-15453	90	6	m.	m.	PROPN
cet-15453	90	7	f.	f.	PROPN
cet-15453	90	8	t.	t.	PROPN
cet-15453	90	9	,	,	PUNCT
cet-15453	90	10	2022	2022	NUM
cet-15453	90	11	,	,	PUNCT
cet-15453	90	12	multitemporal	multitemporal	ADJ
cet-15453	90	13	analysis	analysis	NOUN
cet-15453	90	14	of	of	ADP
cet-15453	90	15	urban	urban	ADJ
cet-15453	90	16	expansion	expansion	NOUN
cet-15453	90	17	in	in	ADP
cet-15453	90	18	the	the	DET
cet-15453	90	19	municipality	municipality	NOUN
cet-15453	90	20	of	of	ADP
cet-15453	90	21	madrid	madrid	PROPN
cet-15453	90	22	,	,	PUNCT
cet-15453	90	23	cundinamarca	cundinamarca	PROPN
cet-15453	90	24	,	,	PUNCT
cet-15453	90	25	between	between	ADP
cet-15453	90	26	1977	1977	NUM
cet-15453	90	27	and	and	CCONJ
cet-15453	90	28	2020	2020	NUM
cet-15453	90	29	,	,	PUNCT
cet-15453	90	30	tecnura	tecnura	NOUN
cet-15453	90	31	,	,	PUNCT
cet-15453	90	32	26(73	26(73	NUM
cet-15453	90	33	)	)	PUNCT
cet-15453	90	34	,	,	PUNCT
cet-15453	90	35	49–66	49–66	NUM
cet-15453	90	36	gidey	gidey	NOUN
cet-15453	90	37	,	,	PUNCT
cet-15453	90	38	e.	e.	PROPN
cet-15453	90	39	,	,	PUNCT
cet-15453	90	40	solomon	solomon	PROPN
cet-15453	90	41	g.	g.	PROPN
cet-15453	90	42	,	,	PUNCT
cet-15453	90	43	paidamwoyo	paidamwoyo	ADJ
cet-15453	90	44	m.	m.	NOUN
cet-15453	90	45	,	,	PUNCT
cet-15453	90	46	oagile	oagile	ADJ
cet-15453	90	47	d.	d.	PROPN
cet-15453	90	48	,	,	PUNCT
cet-15453	90	49	solomon	solomon	PROPN
cet-15453	90	50	h.	h.	PROPN
cet-15453	90	51	,	,	PUNCT
cet-15453	90	52	atkilt	atkilt	PROPN
cet-15453	90	53	g.	g.	PROPN
cet-15453	90	54	,	,	PUNCT
cet-15453	90	55	gidey	gidey	PROPN
cet-15453	90	56	g.	g.	NOUN
cet-15453	90	57	,	,	PUNCT
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cet-15453	90	59	l.	l.	PROPN
cet-15453	90	60	,	,	PUNCT
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cet-15453	90	62	z.	z.	PROPN
cet-15453	90	63	y	y	PROPN
cet-15453	90	64	emiru	emiru	PROPN
cet-15453	90	65	b.	b.	PROPN
cet-15453	90	66	,	,	PUNCT
cet-15453	90	67	2023	2023	NUM
cet-15453	90	68	,	,	PUNCT
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cet-15453	90	70	of	of	ADP
cet-15453	90	71	urban	urban	ADJ
cet-15453	90	72	and	and	CCONJ
cet-15453	90	73	peri	peri	ADJ
cet-15453	90	74	-	-	PUNCT
cet-15453	90	75	urban	urban	ADJ
cet-15453	90	76	growth	growth	NOUN
cet-15453	90	77	on	on	ADP
cet-15453	90	78	arable	arable	ADJ
cet-15453	90	79	land	land	NOUN
cet-15453	90	80	(	(	PUNCT
cet-15453	90	81	1976–2029	1976–2029	NUM
cet-15453	90	82	)	)	PUNCT
cet-15453	90	83	in	in	ADP
cet-15453	90	84	a	a	DET
cet-15453	90	85	medium	medium	ADJ
cet-15453	90	86	sized	sized	ADJ
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cet-15453	90	88	of	of	ADP
cet-15453	90	89	shire	shire	PROPN
cet-15453	90	90	indaselassie	indaselassie	PROPN
cet-15453	90	91	,	,	PUNCT
cet-15453	90	92	north	north	ADJ
cet-15453	90	93	western	western	ADJ
cet-15453	90	94	tigray	tigray	PROPN
cet-15453	90	95	,	,	PUNCT
cet-15453	90	96	ethiopia	ethiopia	PROPN
cet-15453	90	97	.	.	PUNCT
cet-15453	91	1	sn	sn	PROPN
cet-15453	91	2	applied	apply	VERB
cet-15453	91	3	sciences	science	NOUN
cet-15453	91	4	.	.	PUNCT
cet-15453	92	1	instituto	instituto	PROPN
cet-15453	92	2	nacional	nacional	PROPN
cet-15453	92	3	de	de	PROPN
cet-15453	92	4	estadistica	estadistica	PROPN
cet-15453	92	5	e	e	PROPN
cet-15453	92	6	informatica	informatica	PROPN
cet-15453	92	7	(	(	PUNCT
cet-15453	92	8	inei	inei	PROPN
cet-15453	92	9	)	)	PUNCT
cet-15453	92	10	.	.	PUNCT
cet-15453	93	1	ica	ica	PROPN
cet-15453	93	2	resultado	resultado	VERB
cet-15453	93	3	definitivo	definitivo	PROPN
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cet-15453	93	5	www.inei.gob.pe/media/menurecursivo/publicaciones_digitales/est/lib1545/11tomo_01.pdf	www.inei.gob.pe/media/menurecursivo/publicaciones_digitales/est/lib1545/11tomo_01.pdf	PROPN
cet-15453	93	6	>	>	X
cet-15453	93	7	,	,	PUNCT
cet-15453	93	8	accessed	access	VERB
cet-15453	93	9	09.04.23	09.04.23	PROPN
cet-15453	93	10	instituto	instituto	PROPN
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cet-15453	93	12	de	de	PROPN
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cet-15453	93	14	e	e	PROPN
cet-15453	93	15	informática	informática	PROPN
cet-15453	93	16	(	(	PUNCT
cet-15453	93	17	inei	inei	PROPN
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cet-15453	93	19	,	,	PUNCT
cet-15453	93	20	estado	estado	PROPN
cet-15453	93	21	de	de	PROPN
cet-15453	93	22	la	la	PROPN
cet-15453	93	23	población	población	PROPN
cet-15453	93	24	peruana	peruana	PROPN
cet-15453	93	25	2020	2020	NUM
cet-15453	93	26	,	,	PUNCT
cet-15453	93	27	<	<	X
cet-15453	93	28	www.inei.gob.pe/media/menurecursivo/publicaciones_digitales/est/lib1743/libro.pdf	www.inei.gob.pe/media/menurecursivo/publicaciones_digitales/est/lib1743/libro.pdf	X
cet-15453	93	29	>	>	X
cet-15453	93	30	accessed	access	VERB
cet-15453	93	31	04.07.23	04.07.23	PROPN
cet-15453	93	32	mendieta	mendieta	PROPN
cet-15453	93	33	torres	torres	PROPN
cet-15453	93	34	,	,	PUNCT
cet-15453	93	35	w.	w.	PROPN
cet-15453	93	36	k.	k.	PROPN
cet-15453	93	37	,	,	PUNCT
cet-15453	93	38	2023	2023	NUM
cet-15453	93	39	,	,	PUNCT
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cet-15453	93	41	multitemporal	multitemporal	PROPN
cet-15453	93	42	de	de	PROPN
cet-15453	93	43	la	la	PROPN
cet-15453	93	44	expansión	expansión	PROPN
cet-15453	93	45	urbana	urbana	PROPN
cet-15453	93	46	por	por	PROPN
cet-15453	93	47	teledetección	teledetección	PROPN
cet-15453	93	48	en	en	PROPN
cet-15453	93	49	la	la	PROPN
cet-15453	93	50	zona	zona	PROPN
cet-15453	93	51	de	de	PROPN
cet-15453	93	52	la	la	PROPN
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cet-15453	93	54	huacachina	huacachina	PROPN
cet-15453	93	55	en	en	PROPN
cet-15453	93	56	ica	ica	PROPN
cet-15453	93	57	,	,	PUNCT
cet-15453	93	58	2023	2023	NUM
cet-15453	93	59	.	.	PUNCT
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cet-15453	94	2	c.	c.	PROPN
cet-15453	94	3	m.	m.	PROPN
cet-15453	94	4	,	,	PUNCT
cet-15453	94	5	schneider	schneider	PROPN
cet-15453	94	6	a.	a.	PROPN
cet-15453	94	7	,	,	PUNCT
cet-15453	94	8	sulla	sulla	PROPN
cet-15453	94	9	-	-	PUNCT
cet-15453	94	10	menashe	menashe	PROPN
cet-15453	94	11	d.	d.	PROPN
cet-15453	94	12	,	,	PUNCT
cet-15453	94	13	tatem	tatem	PROPN
cet-15453	94	14	a.	a.	PROPN
cet-15453	94	15	j.	j.	PROPN
cet-15453	94	16	,	,	PUNCT
cet-15453	94	17	tan	tan	PROPN
cet-15453	94	18	b.	b.	PROPN
cet-15453	94	19	,	,	PUNCT
cet-15453	94	20	2015	2015	NUM
cet-15453	94	21	,	,	PUNCT
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cet-15453	94	24	in	in	ADP
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cet-15453	94	26	areas	area	NOUN
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cet-15453	94	29	scales	scale	NOUN
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cet-15453	95	5	,	,	PUNCT
cet-15453	95	6	158	158	NUM
cet-15453	95	7	,	,	PUNCT
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cet-15453	95	10	m.	m.	NOUN
cet-15453	95	11	,	,	PUNCT
cet-15453	95	12	moeck	moeck	PROPN
cet-15453	95	13	c.	c.	PROPN
cet-15453	95	14	,	,	PUNCT
cet-15453	95	15	radny	radny	VERB
cet-15453	95	16	d.	d.	PROPN
cet-15453	95	17	,	,	PUNCT
cet-15453	95	18	schirmer	schirmer	PROPN
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cet-15453	95	20	,	,	PUNCT
cet-15453	95	21	2018	2018	NUM
cet-15453	95	22	,	,	PUNCT
cet-15453	95	23	impact	impact	NOUN
cet-15453	95	24	of	of	ADP
cet-15453	95	25	urbanization	urbanization	NOUN
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cet-15453	95	27	groundwater	groundwater	NOUN
cet-15453	95	28	recharge	recharge	NOUN
cet-15453	95	29	rates	rate	NOUN
cet-15453	95	30	in	in	ADP
cet-15453	95	31	dübendorf	dübendorf	PROPN
cet-15453	95	32	,	,	PUNCT
cet-15453	95	33	switzerland	switzerland	PROPN
cet-15453	95	34	.	.	PROPN
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cet-15453	95	36	of	of	ADP
cet-15453	95	37	hydrology	hydrology	NOUN
cet-15453	95	38	,	,	PUNCT
cet-15453	95	39	563	563	NUM
cet-15453	95	40	,	,	PUNCT
cet-15453	95	41	1135–1146	1135–1146	NUM
cet-15453	95	42	.	.	PUNCT
cet-15453	96	1	obeso	obeso	PROPN
cet-15453	96	2	m.	m.	PROPN
cet-15453	96	3	i.	i.	PROPN
cet-15453	96	4	,	,	PUNCT
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cet-15453	96	6	,	,	PUNCT
cet-15453	96	7	definir	definir	PROPN
cet-15453	96	8	la	la	PROPN
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cet-15453	96	11	:	:	PUNCT
cet-15453	96	12	conceptos	conceptos	PROPN
cet-15453	96	13	y	y	PROPN
cet-15453	96	14	terminología	terminología	PROPN
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cet-15453	96	17	the	the	DET
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cet-15453	96	19	periphery	periphery	NOUN
cet-15453	96	20	:	:	PUNCT
cet-15453	96	21	concepts	concept	NOUN
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cet-15453	96	24	,	,	PUNCT
cet-15453	96	25	ería	ería	PROPN
cet-15453	96	26	,	,	PUNCT
cet-15453	96	27	2(2	2(2	NUM
cet-15453	96	28	)	)	PUNCT
cet-15453	96	29	,	,	PUNCT
cet-15453	96	30	183–206	183–206	NUM
cet-15453	96	31	.	.	PUNCT
cet-15453	97	1	popa	popa	NOUN
cet-15453	97	2	,	,	PUNCT
cet-15453	97	3	a.	a.	NOUN
cet-15453	97	4	m.	m.	NOUN
cet-15453	97	5	,	,	PUNCT
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cet-15453	97	7	d.	d.	PROPN
cet-15453	97	8	a.	a.	PROPN
cet-15453	97	9	,	,	PUNCT
cet-15453	97	10	sandric	sandric	ADJ
cet-15453	97	11	i.	i.	PROPN
cet-15453	97	12	c.	c.	PROPN
cet-15453	97	13	,	,	PUNCT
cet-15453	97	14	dosiadis	dosiadis	PROPN
cet-15453	97	15	e.	e.	PROPN
cet-15453	97	16	a.	a.	PROPN
cet-15453	97	17	,	,	PUNCT
cet-15453	97	18	petropulos	petropulos	PROPN
cet-15453	97	19	g.	g.	PROPN
cet-15453	97	20	p.	p.	PROPN
cet-15453	97	21	,	,	PUNCT
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cet-15453	97	23	a.	a.	NOUN
cet-15453	97	24	a.	a.	PROPN
cet-15453	97	25	y	y	PROPN
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cet-15453	97	27	a.	a.	PROPN
cet-15453	97	28	,	,	PUNCT
cet-15453	97	29	2022	2022	NUM
cet-15453	97	30	,	,	PUNCT
cet-15453	97	31	using	use	VERB
cet-15453	97	32	geobia	geobia	NOUN
cet-15453	97	33	and	and	CCONJ
cet-15453	97	34	vegetation	vegetation	NOUN
cet-15453	97	35	índices	índice	NOUN
cet-15453	97	36	to	to	PART
cet-15453	97	37	assess	assess	VERB
cet-15453	97	38	small	small	ADJ
cet-15453	97	39	urban	urban	ADJ
cet-15453	97	40	green	green	ADJ
cet-15453	97	41	areas	area	NOUN
cet-15453	97	42	in	in	ADP
cet-15453	97	43	two	two	NUM
cet-15453	97	44	climatic	climatic	ADJ
cet-15453	97	45	regions	region	NOUN
cet-15453	97	46	.	.	PUNCT
cet-15453	98	1	remote	remote	ADJ
cet-15453	98	2	sensing	sensing	NOUN
cet-15453	98	3	,	,	PUNCT
cet-15453	98	4	14(19	14(19	NUM
cet-15453	98	5	)	)	PUNCT
cet-15453	98	6	,	,	PUNCT
cet-15453	98	7	4888	4888	NUM
cet-15453	98	8	.	.	PUNCT
cet-15453	99	1	sipos	sipos	PROPN
cet-15453	99	2	d.	d.	PROPN
cet-15453	99	3	,	,	PUNCT
cet-15453	99	4	macher	macher	PROPN
cet-15453	99	5	g.z	g.z	PROPN
cet-15453	99	6	.	.	PROPN
cet-15453	99	7	,	,	PUNCT
cet-15453	99	8	pécsinger	pécsinger	PROPN
cet-15453	99	9	j.	j.	PROPN
cet-15453	99	10	,	,	PUNCT
cet-15453	99	11	2023	2023	NUM
cet-15453	99	12	,	,	PUNCT
cet-15453	99	13	examining	examine	VERB
cet-15453	99	14	the	the	DET
cet-15453	99	15	integrity	integrity	NOUN
cet-15453	99	16	of	of	ADP
cet-15453	99	17	climate	climate	NOUN
cet-15453	99	18	protection	protection	NOUN
cet-15453	99	19	goals	goal	NOUN
cet-15453	99	20	and	and	CCONJ
cet-15453	99	21	climate	climate	NOUN
cet-15453	99	22	change	change	NOUN
cet-15453	99	23	policy	policy	NOUN
cet-15453	99	24	objectives	objective	NOUN
cet-15453	99	25	in	in	ADP
cet-15453	99	26	the	the	DET
cet-15453	99	27	policies	policy	NOUN
cet-15453	99	28	of	of	ADP
cet-15453	99	29	the	the	DET
cet-15453	99	30	european	european	PROPN
cet-15453	99	31	union	union	PROPN
cet-15453	99	32	,	,	PUNCT
cet-15453	99	33	chemical	chemical	NOUN
cet-15453	99	34	engineering	engineering	NOUN
cet-15453	99	35	transactions	transaction	NOUN
cet-15453	99	36	,	,	PUNCT
cet-15453	99	37	107	107	NUM
cet-15453	99	38	,	,	PUNCT
cet-15453	99	39	139	139	NUM
cet-15453	99	40	-	-	SYM
cet-15453	99	41	144	144	NUM
cet-15453	99	42	.	.	PUNCT
cet-15453	100	1	song	song	PROPN
cet-15453	100	2	x.	x.	PROPN
cet-15453	100	3	p.	p.	PROPN
cet-15453	100	4	,	,	PUNCT
cet-15453	100	5	hansen	hansen	PROPN
cet-15453	100	6	m.	m.	PROPN
cet-15453	100	7	c.	c.	PROPN
cet-15453	100	8	,	,	PUNCT
cet-15453	100	9	stheman	stheman	PROPN
cet-15453	100	10	v.	v.	PROPN
cet-15453	100	11	e.	e.	PROPN
cet-15453	100	12	,	,	PUNCT
cet-15453	100	13	potavov	potavov	PROPN
cet-15453	101	1	p.	p.	PROPN
cet-15453	101	2	v.	v.	PROPN
cet-15453	101	3	,	,	PUNCT
cet-15453	101	4	tuyakavina	tuyakavina	PROPN
cet-15453	101	5	a.	a.	NOUN
cet-15453	101	6	,	,	PUNCT
cet-15453	101	7	vermote	vermote	VERB
cet-15453	101	8	e	e	NOUN
cet-15453	101	9	,	,	PUNCT
cet-15453	101	10	f.	f.	PROPN
cet-15453	101	11	,	,	PUNCT
cet-15453	101	12	townshend	townshend	PROPN
cet-15453	101	13	j.	j.	PROPN
cet-15453	101	14	r.	r.	PROPN
cet-15453	101	15	,	,	PUNCT
cet-15453	101	16	2018	2018	NUM
cet-15453	101	17	,	,	PUNCT
cet-15453	101	18	global	global	ADJ
cet-15453	101	19	land	land	NOUN
cet-15453	101	20	change	change	NOUN
cet-15453	101	21	from	from	ADP
cet-15453	101	22	1982	1982	NUM
cet-15453	101	23	to	to	ADP
cet-15453	101	24	2016	2016	NUM
cet-15453	101	25	,	,	PUNCT
cet-15453	101	26	nature	nature	NOUN
cet-15453	101	27	,	,	PUNCT
cet-15453	101	28	560(7720	560(7720	NOUN
cet-15453	101	29	)	)	PUNCT
cet-15453	101	30	,	,	PUNCT
cet-15453	101	31	639–643	639–643	PROPN
cet-15453	101	32	.	.	PUNCT
cet-15453	102	1	stoica	stoica	PROPN
cet-15453	102	2	,	,	PUNCT
cet-15453	102	3	i.	i.	PROPN
cet-15453	102	4	v.	v.	PROPN
cet-15453	102	5	,	,	PUNCT
cet-15453	102	6	zamfir	zamfir	PROPN
cet-15453	102	7	d.	d.	PROPN
cet-15453	102	8	,	,	PUNCT
cet-15453	102	9	y	y	PROPN
cet-15453	102	10	vîrghilean	vîrghilean	PROPN
cet-15453	102	11	m.	m.	NOUN
cet-15453	102	12	,	,	PUNCT
cet-15453	102	13	2021	2021	NUM
cet-15453	102	14	,	,	PUNCT
cet-15453	102	15	evaluating	evaluate	VERB
cet-15453	102	16	the	the	DET
cet-15453	102	17	territorial	territorial	ADJ
cet-15453	102	18	impact	impact	NOUN
cet-15453	102	19	of	of	ADP
cet-15453	102	20	built	build	VERB
cet-15453	102	21	-	-	PUNCT
cet-15453	102	22	up	up	ADP
cet-15453	102	23	area	area	NOUN
cet-15453	102	24	expansion	expansion	NOUN
cet-15453	102	25	in	in	ADP
cet-15453	102	26	the	the	DET
cet-15453	102	27	surroundings	surrounding	NOUN
cet-15453	102	28	of	of	ADP
cet-15453	102	29	bucharest	bucharest	X
cet-15453	102	30	(	(	PUNCT
cet-15453	102	31	romania	romania	PROPN
cet-15453	102	32	)	)	PUNCT
cet-15453	102	33	through	through	ADP
cet-15453	102	34	a	a	DET
cet-15453	102	35	multilevel	multilevel	ADJ
cet-15453	102	36	approach	approach	NOUN
cet-15453	102	37	based	base	VERB
cet-15453	102	38	on	on	ADP
cet-15453	102	39	landsat	landsat	PROPN
cet-15453	102	40	satellite	satellite	PROPN
cet-15453	102	41	imagery	imagery	NOUN
cet-15453	102	42	,	,	PUNCT
cet-15453	102	43	remote	remote	ADJ
cet-15453	102	44	sensing	sensing	NOUN
cet-15453	102	45	,	,	PUNCT
cet-15453	102	46	2021	2021	NUM
cet-15453	102	47	,	,	PUNCT
cet-15453	102	48	13(19	13(19	NUM
cet-15453	102	49	)	)	PUNCT
cet-15453	102	50	,	,	PUNCT
cet-15453	102	51	3969	3969	NUM
cet-15453	102	52	.	.	PUNCT
cet-15453	103	1	szoke	szoke	PROPN
cet-15453	103	2	j.	j.	PROPN
cet-15453	103	3	,	,	PUNCT
cet-15453	103	4	jankovits	jankovits	PROPN
cet-15453	103	5	k.d	k.d	PROPN
cet-15453	103	6	.	.	PROPN
cet-15453	103	7	,	,	PUNCT
cet-15453	103	8	2023	2023	NUM
cet-15453	103	9	,	,	PUNCT
cet-15453	103	10	sustainable	sustainable	ADJ
cet-15453	103	11	development	development	NOUN
cet-15453	103	12	in	in	ADP
cet-15453	103	13	the	the	DET
cet-15453	103	14	sahel	sahel	PROPN
cet-15453	103	15	region	region	PROPN
cet-15453	103	16	,	,	PUNCT
cet-15453	103	17	chemical	chemical	NOUN
cet-15453	103	18	engineering	engineering	NOUN
cet-15453	103	19	transactions	transaction	NOUN
cet-15453	103	20	,	,	PUNCT
cet-15453	103	21	107	107	NUM
cet-15453	103	22	,	,	PUNCT
cet-15453	103	23	223	223	NUM
cet-15453	103	24	-	-	SYM
cet-15453	103	25	228	228	NUM
cet-15453	103	26	.	.	PUNCT
cet-15453	104	1	tao	tao	PROPN
cet-15453	104	2	q.	q.	PROPN
cet-15453	104	3	,	,	PUNCT
cet-15453	104	4	quiang	quiang	PROPN
cet-15453	104	5	r.	r.	PROPN
cet-15453	104	6	,	,	PUNCT
cet-15453	104	7	da	da	PROPN
cet-15453	104	8	z.	z.	PROPN
cet-15453	104	9	,	,	PUNCT
cet-15453	104	10	whenlu	whenlu	PROPN
cet-15453	104	11	l.	l.	PROPN
cet-15453	104	12	,	,	PUNCT
cet-15453	104	13	y	y	PROPN
cet-15453	104	14	chunyang	chunyang	PROPN
cet-15453	104	15	h.	h.	PROPN
cet-15453	104	16	,	,	PUNCT
cet-15453	104	17	2023	2023	NUM
cet-15453	104	18	,	,	PUNCT
cet-15453	104	19	a	a	DET
cet-15453	104	20	multiscale	multiscale	ADJ
cet-15453	104	21	analysis	analysis	NOUN
cet-15453	104	22	based	base	VERB
cet-15453	104	23	on	on	ADP
cet-15453	104	24	the	the	DET
cet-15453	104	25	vegetation	vegetation	NOUN
cet-15453	104	26	disturbance	disturbance	NOUN
cet-15453	104	27	index	index	NOUN
cet-15453	104	28	.	.	PUNCT
cet-15453	105	1	ecological	ecological	ADJ
cet-15453	105	2	indicators	indicator	NOUN
cet-15453	105	3	,	,	PUNCT
cet-15453	105	4	2023	2023	NUM
cet-15453	105	5	,	,	PUNCT
cet-15453	105	6	147	147	NUM
cet-15453	105	7	,	,	PUNCT
cet-15453	105	8	109984	109984	NUM
cet-15453	105	9	.	.	PUNCT
cet-15453	106	1	reyes	reyes	PROPN
cet-15453	106	2	f.	f.	PROPN
cet-15453	106	3	p.	p.	PROPN
cet-15453	106	4	,	,	PUNCT
cet-15453	106	5	y	y	PROPN
cet-15453	106	6	alexandra	alexandra	PROPN
cet-15453	106	7	i.	i.	PROPN
cet-15453	106	8	,	,	PUNCT
cet-15453	106	9	2020	2020	NUM
cet-15453	106	10	,	,	PUNCT
cet-15453	106	11	¡	¡	PROPN
cet-15453	106	12	la	la	PROPN
cet-15453	106	13	huacachina	huacachina	PROPN
cet-15453	106	14	no	no	DET
cet-15453	106	15	debe	debe	NOUN
cet-15453	106	16	morir	morir	NOUN
cet-15453	106	17	!	!	PUNCT
cet-15453	107	1	ecología	ecología	PROPN
cet-15453	107	2	política	política	PROPN
cet-15453	107	3	del	del	PROPN
cet-15453	107	4	turismo	turismo	PROPN
cet-15453	107	5	en	en	PROPN
cet-15453	107	6	ica	ica	PROPN
cet-15453	107	7	<	<	X
cet-15453	107	8	http://repositorio.pucp.edu.pe/index/handle/123456789/172964	http://repositorio.pucp.edu.pe/index/handle/123456789/172964	PROPN
cet-15453	107	9	>	>	X
cet-15453	107	10	un	un	PROPN
cet-15453	107	11	-	-	NOUN
cet-15453	107	12	habitat	habitat	ADJ
cet-15453	107	13	(	(	PUNCT
cet-15453	107	14	united	united	PROPN
cet-15453	107	15	nations	nations	PROPN
cet-15453	107	16	human	human	ADJ
cet-15453	107	17	settlements	settlement	NOUN
cet-15453	107	18	programme	programme	PROPN
cet-15453	107	19	)	)	PUNCT
cet-15453	107	20	,	,	PUNCT
cet-15453	107	21	2022	2022	NUM
cet-15453	107	22	,	,	PUNCT
cet-15453	107	23	envisaging	envisage	VERB
cet-15453	107	24	the	the	DET
cet-15453	107	25	future	future	NOUN
cet-15453	107	26	of	of	ADP
cet-15453	107	27	cities	city	NOUN
cet-15453	107	28	<	<	X
cet-15453	107	29	unhabitat.org/sites/default/files/2022/06/wcr_2022.pdf	unhabitat.org/sites/default/files/2022/06/wcr_2022.pdf	X
cet-15453	107	30	>	>	X
cet-15453	107	31	accessed	access	VERB
cet-15453	108	1	04.03.23	04.03.23	PROPN
cet-15453	108	2	wu	wu	PROPN
cet-15453	108	3	j.	j.	PROPN
cet-15453	108	4	,	,	PUNCT
cet-15453	108	5	wu	wu	PROPN
cet-15453	108	6	c.	c.	PROPN
cet-15453	108	7	,	,	PUNCT
cet-15453	108	8	zhang	zhang	PROPN
cet-15453	108	9	q.	q.	PROPN
cet-15453	108	10	,	,	PUNCT
cet-15453	108	11	zhuang	zhuang	PROPN
cet-15453	108	12	m.	m.	PROPN
cet-15453	108	13	,	,	PUNCT
cet-15453	108	14	xiao	xiao	PROPN
cet-15453	108	15	h.	h.	PROPN
cet-15453	108	16	,	,	PUNCT
cet-15453	108	17	wu	wu	PROPN
cet-15453	108	18	h.	h.	PROPN
cet-15453	108	19	,	,	PUNCT
cet-15453	108	20	ouyang	ouyang	PROPN
cet-15453	108	21	l.	l.	PROPN
cet-15453	108	22	,	,	PUNCT
cet-15453	108	23	liu	liu	PROPN
cet-15453	108	24	y.	y.	PROPN
cet-15453	108	25	,	,	PUNCT
cet-15453	108	26	meng	meng	PROPN
cet-15453	108	27	c.	c.	PROPN
cet-15453	108	28	,	,	PUNCT
cet-15453	108	29	song	song	PROPN
cet-15453	108	30	c.	c.	PROPN
cet-15453	108	31	,	,	PUNCT
cet-15453	108	32	song	song	PROPN
cet-15453	108	33	c.	c.	PROPN
cet-15453	108	34	,	,	PUNCT
cet-15453	108	35	hase	hase	VERB
cet-15453	108	36	d.	d.	PROPN
cet-15453	108	37	y	y	PROPN
cet-15453	108	38	li	li	PROPN
cet-15453	108	39	j.	j.	PROPN
cet-15453	108	40	,	,	PUNCT
cet-15453	108	41	2023	2023	NUM
cet-15453	108	42	,	,	PUNCT
cet-15453	108	43	spatiotemporal	spatiotemporal	ADJ
cet-15453	108	44	evolution	evolution	NOUN
cet-15453	108	45	of	of	ADP
cet-15453	108	46	urban	urban	ADJ
cet-15453	108	47	agglomeration	agglomeration	NOUN
cet-15453	108	48	and	and	CCONJ
cet-15453	108	49	its	its	PRON
cet-15453	108	50	impact	impact	NOUN
cet-15453	108	51	on	on	ADP
cet-15453	108	52	landscape	landscape	NOUN
cet-15453	108	53	patterns	pattern	NOUN
cet-15453	108	54	in	in	ADP
cet-15453	108	55	the	the	DET
cet-15453	108	56	pearl	pearl	NOUN
cet-15453	108	57	river	river	PROPN
cet-15453	108	58	delta	delta	NOUN
cet-15453	108	59	,	,	PUNCT
cet-15453	108	60	china	china	PROPN
cet-15453	108	61	.	.	PUNCT
cet-15453	109	1	remote	remote	PROPN
cet-15453	109	2	,	,	PUNCT
cet-15453	109	3	15(10	15(10	NUM
cet-15453	109	4	)	)	PUNCT
cet-15453	109	5	,	,	PUNCT
cet-15453	109	6	2520	2520	NUM
cet-15453	109	7	.	.	PUNCT
cet-15453	110	1	yesquen	yesquen	PROPN
cet-15453	110	2	d.	d.	PROPN
cet-15453	110	3	l.	l.	PROPN
cet-15453	110	4	n.	n.	PROPN
cet-15453	110	5	,	,	PUNCT
cet-15453	110	6	ayala	ayala	PROPN
cet-15453	110	7	,	,	PUNCT
cet-15453	110	8	k.	k.	PROPN
cet-15453	110	9	k.	k.	PROPN
cet-15453	110	10	l.	l.	PROPN
cet-15453	110	11	,	,	PUNCT
cet-15453	110	12	olivera	olivera	PROPN
cet-15453	110	13	,	,	PUNCT
cet-15453	110	14	c.	c.	PROPN
cet-15453	110	15	c.	c.	PROPN
cet-15453	110	16	,	,	PUNCT
cet-15453	110	17	nakayo	nakayo	VERB
cet-15453	110	18	j.	j.	PROPN
cet-15453	110	19	l.	l.	PROPN
cet-15453	110	20	j.	j.	PROPN
cet-15453	110	21	,	,	PUNCT
cet-15453	111	1	flores	flores	PROPN
cet-15453	111	2	j.	j.	PROPN
cet-15453	111	3	w.	w.	PROPN
cet-15453	111	4	v.	v.	PROPN
cet-15453	111	5	&	&	CCONJ
cet-15453	111	6	farfan	farfan	PROPN
cet-15453	111	7	e.	e.	PROPN
cet-15453	111	8	r.	r.	PROPN
cet-15453	111	9	e.	e.	PROPN
cet-15453	111	10	,	,	PUNCT
cet-15453	111	11	2021	2021	NUM
cet-15453	111	12	,	,	PUNCT
cet-15453	111	13	impact	impact	NOUN
cet-15453	111	14	of	of	ADP
cet-15453	111	15	climate	climate	NOUN
cet-15453	111	16	variability	variability	NOUN
cet-15453	111	17	on	on	ADP
cet-15453	111	18	the	the	DET
cet-15453	111	19	ecological	ecological	ADJ
cet-15453	111	20	components	component	NOUN
cet-15453	111	21	of	of	ADP
cet-15453	111	22	a	a	DET
cet-15453	111	23	swamp	swamp	NOUN
cet-15453	111	24	:	:	PUNCT
cet-15453	111	25	the	the	DET
cet-15453	111	26	case	case	NOUN
cet-15453	111	27	of	of	ADP
cet-15453	111	28	pantanos	pantanos	PROPN
cet-15453	111	29	de	de	PROPN
cet-15453	111	30	villa	villa	PROPN
cet-15453	111	31	,	,	PUNCT
cet-15453	111	32	peru	peru	PROPN
cet-15453	111	33	,	,	PUNCT
cet-15453	111	34	chemical	chemical	NOUN
cet-15453	111	35	engineering	engineering	NOUN
cet-15453	111	36	transactions	transaction	NOUN
cet-15453	111	37	,	,	PUNCT
cet-15453	111	38	86	86	NUM
cet-15453	111	39	,	,	PUNCT
cet-15453	111	40	493	493	NUM
cet-15453	111	41	-	-	SYM
cet-15453	111	42	498	498	NUM
cet-15453	111	43	.	.	PUNCT
cet-15453	112	1	1218	1218	NUM
cet-15453	112	2	https://www2.congreso.gob.pe/sicr/prensa/heraldo.nsf/cntitulares2/f3a588c461ea6d220525760e00517d86/?opendocument	https://www2.congreso.gob.pe/sicr/prensa/heraldo.nsf/cntitulares2/f3a588c461ea6d220525760e00517d86/?opendocument	PROPN
cet-15453	112	3	https://www2.congreso.gob.pe/sicr/prensa/heraldo.nsf/cntitulares2/f3a588c461ea6d220525760e00517d86/?opendocument	https://www2.congreso.gob.pe/sicr/prensa/heraldo.nsf/cntitulares2/f3a588c461ea6d220525760e00517d86/?opendocument	NOUN
cet-15453	112	4	https://unhabitat.org/sites/default/files/2022/06/wcr_2022.pdf	https://unhabitat.org/sites/default/files/2022/06/wcr_2022.pdf	NOUN
cet-15453	112	5	cet-vol117-b.pdf	cet-vol117-b.pdf	X
cet-15453	112	6	432castaneda-pagato.pdf	432castaneda-pagato.pdf	DET
cet-15453	112	7	multitemporal	multitemporal	ADJ
cet-15453	112	8	analysis	analysis	NOUN
cet-15453	112	9	of	of	ADP
cet-15453	112	10	urban	urban	ADJ
cet-15453	112	11	expansion	expansion	NOUN
cet-15453	112	12	by	by	ADP
cet-15453	112	13	remote	remote	ADJ
cet-15453	112	14	sensing	sensing	NOUN
cet-15453	112	15	in	in	ADP
cet-15453	112	16	the	the	DET
cet-15453	112	17	area	area	NOUN
cet-15453	112	18	of	of	ADP
cet-15453	112	19	huacachina	huacachina	NOUN
cet-15453	112	20	lagoon	lagoon	NOUN
cet-15453	112	21	in	in	ADP
cet-15453	112	22	ica	ica	PROPN
cet-15453	112	23	,	,	PUNCT
cet-15453	112	24	peru	peru	PROPN