id	sid	tid	token	lemma	pos
esrj-116670	1	1	issn	issn	PROPN
esrj-116670	1	2	1794	1794	NUM
esrj-116670	1	3	-	-	SYM
esrj-116670	1	4	6190	6190	NUM
esrj-116670	1	5	e	e	NOUN
esrj-116670	1	6	-	-	NOUN
esrj-116670	1	7	issn	issn	PROPN
esrj-116670	1	8	2339	2339	NUM
esrj-116670	1	9	-	-	SYM
esrj-116670	1	10	3459	3459	NUM
esrj-116670	1	11	https://doi.org/10.15446/esrj.v29n1.116670	https://doi.org/10.15446/esrj.v29n1.116670	ADP
esrj-116670	1	12	earth	earth	PROPN
esrj-116670	1	13	sciences	sciences	PROPN
esrj-116670	1	14	research	research	PROPN
esrj-116670	1	15	journal	journal	PROPN
esrj-116670	1	16	earth	earth	PROPN
esrj-116670	1	17	sci	sci	PROPN
esrj-116670	1	18	.	.	PUNCT
esrj-116670	2	1	res	res	PROPN
esrj-116670	2	2	.	.	PUNCT
esrj-116670	3	1	j.	j.	PROPN
esrj-116670	3	2	vol	vol	PROPN
esrj-116670	3	3	.	.	PROPN
esrj-116670	4	1	29	29	NUM
esrj-116670	4	2	,	,	PUNCT
esrj-116670	4	3	no	no	INTJ
esrj-116670	4	4	.	.	NOUN
esrj-116670	4	5	1	1	NUM
esrj-116670	4	6	(	(	PUNCT
esrj-116670	4	7	march	march	NOUN
esrj-116670	4	8	,	,	PUNCT
esrj-116670	4	9	2025	2025	NUM
esrj-116670	4	10	):	):	PUNCT
esrj-116670	4	11	15	15	NUM
esrj-116670	4	12	22	22	NUM
esrj-116670	4	13	en	en	PROPN
esrj-116670	4	14	v	v	X
esrj-116670	4	15	ir	ir	PROPN
esrj-116670	4	16	o	o	NOUN
esrj-116670	4	17	n	n	INTJ
esrj-116670	4	18	m	m	VERB
esrj-116670	4	19	en	en	X
esrj-116670	4	20	ta	ta	X
esrj-116670	4	21	l	l	NOUN
esrj-116670	5	1	g	g	PROPN
esrj-116670	6	1	eo	eo	INTJ
esrj-116670	7	1	lo	lo	PROPN
esrj-116670	8	1	g	g	PROPN
esrj-116670	8	2	y	y	PROPN
esrj-116670	8	3	monitoring	monitor	VERB
esrj-116670	8	4	land	land	NOUN
esrj-116670	8	5	surface	surface	NOUN
esrj-116670	8	6	temperature	temperature	NOUN
esrj-116670	8	7	and	and	CCONJ
esrj-116670	8	8	vegetation	vegetation	NOUN
esrj-116670	8	9	dynamics	dynamic	NOUN
esrj-116670	8	10	in	in	ADP
esrj-116670	8	11	response	response	NOUN
esrj-116670	8	12	to	to	ADP
esrj-116670	8	13	land	land	NOUN
esrj-116670	8	14	use	use	NOUN
esrj-116670	8	15	changes	change	NOUN
esrj-116670	8	16	using	use	VERB
esrj-116670	8	17	spatiotemporal	spatiotemporal	ADJ
esrj-116670	8	18	analysis	analysis	NOUN
esrj-116670	8	19	in	in	ADP
esrj-116670	8	20	district	district	NOUN
esrj-116670	8	21	chiniot	chiniot	NOUN
esrj-116670	8	22	,	,	PUNCT
esrj-116670	8	23	punjab	punjab	ADJ
esrj-116670	8	24	pakistan	pakistan	PROPN
esrj-116670	8	25	mirza	mirza	PROPN
esrj-116670	8	26	naseer	naseer	PROPN
esrj-116670	8	27	ahmad1	ahmad1	PROPN
esrj-116670	8	28	,	,	PUNCT
esrj-116670	8	29	naeem	naeem	PROPN
esrj-116670	8	30	ahmad	ahmad	PROPN
esrj-116670	8	31	syed1	syed1	PROPN
esrj-116670	8	32	,	,	PUNCT
esrj-116670	8	33	rehan	rehan	PROPN
esrj-116670	8	34	ahmad	ahmad	PROPN
esrj-116670	8	35	pervaiz1	pervaiz1	PROPN
esrj-116670	8	36	,	,	PUNCT
esrj-116670	8	37	talal	talal	PROPN
esrj-116670	8	38	ahmed1	ahmed1	PROPN
esrj-116670	8	39	*	*	PROPN
esrj-116670	8	40	,	,	PUNCT
esrj-116670	8	41	ain	ain	PROPN
esrj-116670	8	42	ur	ur	PROPN
esrj-116670	8	43	raza1	raza1	PROPN
esrj-116670	8	44	,	,	PUNCT
esrj-116670	8	45	jazba	jazba	PROPN
esrj-116670	8	46	shafique1	shafique1	PROPN
esrj-116670	8	47	,	,	PUNCT
esrj-116670	8	48	nida	nida	PROPN
esrj-116670	8	49	toheed1	toheed1	PROPN
esrj-116670	8	50	,	,	PUNCT
esrj-116670	8	51	humaira	humaira	PROPN
esrj-116670	8	52	naseer1	naseer1	NOUN
esrj-116670	9	1	1	1	NUM
esrj-116670	9	2	.	.	X
esrj-116670	9	3	abdus	abdus	PROPN
esrj-116670	9	4	salam	salam	PROPN
esrj-116670	9	5	school	school	PROPN
esrj-116670	9	6	of	of	ADP
esrj-116670	9	7	sciences	science	NOUN
esrj-116670	9	8	,	,	PUNCT
esrj-116670	9	9	earth	earth	NOUN
esrj-116670	9	10	science	science	PROPN
esrj-116670	9	11	department	department	PROPN
esrj-116670	9	12	,	,	PUNCT
esrj-116670	9	13	nusrat	nusrat	PROPN
esrj-116670	9	14	jahan	jahan	PROPN
esrj-116670	9	15	college	college	PROPN
esrj-116670	9	16	rabwah	rabwah	PROPN
esrj-116670	9	17	,	,	PUNCT
esrj-116670	9	18	pakistan	pakistan	PROPN
esrj-116670	9	19	*	*	PUNCT
esrj-116670	9	20	corresponding	correspond	VERB
esrj-116670	9	21	author	author	NOUN
esrj-116670	9	22	’s	’s	PART
esrj-116670	9	23	email	email	NOUN
esrj-116670	9	24	:	:	PUNCT
esrj-116670	9	25	talalahmed@njc.edu.pk	talalahmed@njc.edu.pk	ADJ
esrj-116670	9	26	how	how	SCONJ
esrj-116670	9	27	to	to	PART
esrj-116670	9	28	cite	cite	VERB
esrj-116670	9	29	item	item	NOUN
esrj-116670	9	30	:	:	PUNCT
esrj-116670	9	31	ahmad	ahmad	PROPN
esrj-116670	9	32	,	,	PUNCT
esrj-116670	9	33	m.	m.	NOUN
esrj-116670	9	34	n.	n.	PROPN
esrj-116670	9	35	,	,	PUNCT
esrj-116670	9	36	syed	syed	ADJ
esrj-116670	9	37	,	,	PUNCT
esrj-116670	9	38	n.	n.	PROPN
esrj-116670	9	39	a.	a.	PROPN
esrj-116670	9	40	,	,	PUNCT
esrj-116670	9	41	pervaiz	pervaiz	PROPN
esrj-116670	9	42	,	,	PUNCT
esrj-116670	9	43	r.	r.	PROPN
esrj-116670	9	44	a.	a.	PROPN
esrj-116670	9	45	,	,	PUNCT
esrj-116670	9	46	ahmed	ahmed	PROPN
esrj-116670	9	47	,	,	PUNCT
esrj-116670	9	48	t.	t.	PROPN
esrj-116670	9	49	,	,	PUNCT
esrj-116670	9	50	raza	raza	PROPN
esrj-116670	9	51	,	,	PUNCT
esrj-116670	9	52	a.	a.	NOUN
esrj-116670	9	53	,	,	PUNCT
esrj-116670	9	54	shafique	shafique	NOUN
esrj-116670	9	55	,	,	PUNCT
esrj-116670	9	56	j.	j.	PROPN
esrj-116670	9	57	,	,	PUNCT
esrj-116670	9	58	toheed	toheed	VERB
esrj-116670	9	59	,	,	PUNCT
esrj-116670	9	60	n.	n.	NOUN
esrj-116670	9	61	,	,	PUNCT
esrj-116670	9	62	&	&	CCONJ
esrj-116670	9	63	naseer	naseer	PROPN
esrj-116670	9	64	,	,	PUNCT
esrj-116670	9	65	h.	h.	PROPN
esrj-116670	9	66	(	(	PUNCT
esrj-116670	9	67	2025	2025	NUM
esrj-116670	9	68	)	)	PUNCT
esrj-116670	9	69	.	.	PUNCT
esrj-116670	10	1	monitoring	monitor	VERB
esrj-116670	10	2	land	land	NOUN
esrj-116670	10	3	surface	surface	NOUN
esrj-116670	10	4	temperature	temperature	NOUN
esrj-116670	10	5	and	and	CCONJ
esrj-116670	10	6	vegetation	vegetation	NOUN
esrj-116670	10	7	dynamics	dynamic	NOUN
esrj-116670	10	8	in	in	ADP
esrj-116670	10	9	response	response	NOUN
esrj-116670	10	10	to	to	ADP
esrj-116670	10	11	land	land	NOUN
esrj-116670	10	12	use	use	NOUN
esrj-116670	10	13	changes	change	NOUN
esrj-116670	10	14	using	use	VERB
esrj-116670	10	15	spatiotemporal	spatiotemporal	ADJ
esrj-116670	10	16	analysis	analysis	NOUN
esrj-116670	10	17	in	in	ADP
esrj-116670	10	18	district	district	NOUN
esrj-116670	10	19	chiniot	chiniot	NOUN
esrj-116670	10	20	,	,	PUNCT
esrj-116670	10	21	punjab	punjab	ADJ
esrj-116670	10	22	pakistan	pakistan	NOUN
esrj-116670	10	23	.	.	PUNCT
esrj-116670	11	1	earth	earth	PROPN
esrj-116670	11	2	sciences	sciences	PROPN
esrj-116670	11	3	research	research	PROPN
esrj-116670	11	4	journal	journal	PROPN
esrj-116670	11	5	,	,	PUNCT
esrj-116670	11	6	29(1	29(1	NUM
esrj-116670	11	7	)	)	PUNCT
esrj-116670	11	8	,	,	PUNCT
esrj-116670	11	9	1522	1522	NUM
esrj-116670	11	10	.	.	PUNCT
esrj-116670	12	1	https://doi.org/10.15446/esrj.v29n1.116670	https://doi.org/10.15446/esrj.v29n1.116670	X
esrj-116670	12	2	record	record	PROPN
esrj-116670	12	3	manuscript	manuscript	NOUN
esrj-116670	12	4	received	receive	VERB
esrj-116670	12	5	:	:	PUNCT
esrj-116670	12	6	20/09/2024	20/09/2024	NUM
esrj-116670	12	7	accepted	accept	VERB
esrj-116670	12	8	for	for	ADP
esrj-116670	12	9	publication	publication	NOUN
esrj-116670	12	10	:	:	PUNCT
esrj-116670	12	11	05/03/2025	05/03/2025	NUM
esrj-116670	13	1	abst	abst	PROPN
esrj-116670	13	2	r	r	NOUN
esrj-116670	13	3	ac	ac	PROPN
esrj-116670	13	4	t	t	PROPN
esrj-116670	13	5	understanding	understand	VERB
esrj-116670	13	6	the	the	DET
esrj-116670	13	7	impact	impact	NOUN
esrj-116670	13	8	of	of	ADP
esrj-116670	13	9	land	land	NOUN
esrj-116670	13	10	use	use	NOUN
esrj-116670	13	11	and	and	CCONJ
esrj-116670	13	12	cover	cover	VERB
esrj-116670	13	13	changes	change	NOUN
esrj-116670	13	14	(	(	PUNCT
esrj-116670	13	15	lulc	lulc	PROPN
esrj-116670	13	16	)	)	PUNCT
esrj-116670	13	17	on	on	ADP
esrj-116670	13	18	vegetation	vegetation	NOUN
esrj-116670	13	19	and	and	CCONJ
esrj-116670	13	20	built	build	VERB
esrj-116670	13	21	-	-	PUNCT
esrj-116670	13	22	up	up	ADP
esrj-116670	13	23	areas	area	NOUN
esrj-116670	13	24	is	be	AUX
esrj-116670	13	25	crucial	crucial	ADJ
esrj-116670	13	26	for	for	ADP
esrj-116670	13	27	local	local	ADJ
esrj-116670	13	28	governments	government	NOUN
esrj-116670	13	29	and	and	CCONJ
esrj-116670	13	30	communities	community	NOUN
esrj-116670	13	31	in	in	ADP
esrj-116670	13	32	rapidly	rapidly	ADV
esrj-116670	13	33	developing	develop	VERB
esrj-116670	13	34	countries	country	NOUN
esrj-116670	13	35	.	.	PUNCT
esrj-116670	14	1	the	the	DET
esrj-116670	14	2	study	study	NOUN
esrj-116670	14	3	was	be	AUX
esrj-116670	14	4	conducted	conduct	VERB
esrj-116670	14	5	in	in	ADP
esrj-116670	14	6	district	district	NOUN
esrj-116670	14	7	chiniot	chiniot	NOUN
esrj-116670	14	8	,	,	PUNCT
esrj-116670	14	9	punjab	punjab	ADJ
esrj-116670	14	10	,	,	PUNCT
esrj-116670	14	11	pakistan	pakistan	PROPN
esrj-116670	14	12	.	.	PUNCT
esrj-116670	15	1	the	the	DET
esrj-116670	15	2	present	present	ADJ
esrj-116670	15	3	study	study	NOUN
esrj-116670	15	4	aims	aim	VERB
esrj-116670	15	5	to	to	PART
esrj-116670	15	6	explore	explore	VERB
esrj-116670	15	7	the	the	DET
esrj-116670	15	8	relationship	relationship	NOUN
esrj-116670	15	9	between	between	ADP
esrj-116670	15	10	land	land	NOUN
esrj-116670	15	11	surface	surface	NOUN
esrj-116670	15	12	temperature	temperature	NOUN
esrj-116670	15	13	(	(	PUNCT
esrj-116670	15	14	lst	lst	NOUN
esrj-116670	15	15	)	)	PUNCT
esrj-116670	15	16	and	and	CCONJ
esrj-116670	15	17	normalized	normalize	VERB
esrj-116670	15	18	difference	difference	NOUN
esrj-116670	15	19	vegetation	vegetation	NOUN
esrj-116670	15	20	index	index	NOUN
esrj-116670	15	21	(	(	PUNCT
esrj-116670	15	22	ndvi	ndvi	PROPN
esrj-116670	15	23	)	)	PUNCT
esrj-116670	15	24	.	.	PUNCT
esrj-116670	16	1	this	this	DET
esrj-116670	16	2	study	study	NOUN
esrj-116670	16	3	aims	aim	VERB
esrj-116670	16	4	to	to	PART
esrj-116670	16	5	investigate	investigate	VERB
esrj-116670	16	6	the	the	DET
esrj-116670	16	7	relationship	relationship	NOUN
esrj-116670	16	8	between	between	ADP
esrj-116670	16	9	land	land	NOUN
esrj-116670	16	10	surface	surface	NOUN
esrj-116670	16	11	temperature	temperature	NOUN
esrj-116670	16	12	(	(	PUNCT
esrj-116670	16	13	lst	lst	NOUN
esrj-116670	16	14	)	)	PUNCT
esrj-116670	16	15	patterns	pattern	NOUN
esrj-116670	16	16	and	and	CCONJ
esrj-116670	16	17	changes	change	NOUN
esrj-116670	16	18	in	in	ADP
esrj-116670	16	19	lulc	lulc	PROPN
esrj-116670	16	20	due	due	ADP
esrj-116670	16	21	to	to	ADP
esrj-116670	16	22	urbanization	urbanization	NOUN
esrj-116670	16	23	in	in	ADP
esrj-116670	16	24	district	district	NOUN
esrj-116670	16	25	chiniot	chiniot	NOUN
esrj-116670	16	26	.	.	PUNCT
esrj-116670	17	1	using	use	VERB
esrj-116670	17	2	landsat	landsat	PROPN
esrj-116670	17	3	5	5	NUM
esrj-116670	17	4	and	and	CCONJ
esrj-116670	17	5	8	8	NUM
esrj-116670	17	6	data	datum	NOUN
esrj-116670	17	7	,	,	PUNCT
esrj-116670	17	8	lst	lst	INTJ
esrj-116670	17	9	was	be	AUX
esrj-116670	17	10	computed	compute	VERB
esrj-116670	17	11	and	and	CCONJ
esrj-116670	17	12	correlated	correlate	VERB
esrj-116670	17	13	with	with	ADP
esrj-116670	17	14	ndvi	ndvi	NOUN
esrj-116670	17	15	to	to	PART
esrj-116670	17	16	assess	assess	VERB
esrj-116670	17	17	vegetation	vegetation	NOUN
esrj-116670	17	18	changes	change	NOUN
esrj-116670	17	19	.	.	PUNCT
esrj-116670	18	1	the	the	DET
esrj-116670	18	2	results	result	NOUN
esrj-116670	18	3	indicate	indicate	VERB
esrj-116670	18	4	a	a	DET
esrj-116670	18	5	decrease	decrease	NOUN
esrj-116670	18	6	in	in	ADP
esrj-116670	18	7	ndvi	ndvi	NOUN
esrj-116670	18	8	over	over	ADP
esrj-116670	18	9	the	the	DET
esrj-116670	18	10	years	year	NOUN
esrj-116670	18	11	,	,	PUNCT
esrj-116670	18	12	suggesting	suggest	VERB
esrj-116670	18	13	declining	decline	VERB
esrj-116670	18	14	vegetation	vegetation	NOUN
esrj-116670	18	15	,	,	PUNCT
esrj-116670	18	16	and	and	CCONJ
esrj-116670	18	17	an	an	DET
esrj-116670	18	18	increase	increase	NOUN
esrj-116670	18	19	in	in	ADP
esrj-116670	18	20	lst	lst	NOUN
esrj-116670	18	21	,	,	PUNCT
esrj-116670	18	22	indicating	indicate	VERB
esrj-116670	18	23	rising	rise	VERB
esrj-116670	18	24	temperatures	temperature	NOUN
esrj-116670	18	25	.	.	PUNCT
esrj-116670	19	1	supervised	supervise	VERB
esrj-116670	19	2	classification	classification	NOUN
esrj-116670	19	3	revealed	reveal	VERB
esrj-116670	19	4	an	an	DET
esrj-116670	19	5	increase	increase	NOUN
esrj-116670	19	6	in	in	ADP
esrj-116670	19	7	built	build	VERB
esrj-116670	19	8	-	-	PUNCT
esrj-116670	19	9	up	up	ADP
esrj-116670	19	10	areas	area	NOUN
esrj-116670	19	11	and	and	CCONJ
esrj-116670	19	12	a	a	DET
esrj-116670	19	13	decrease	decrease	NOUN
esrj-116670	19	14	in	in	ADP
esrj-116670	19	15	vegetation	vegetation	NOUN
esrj-116670	19	16	,	,	PUNCT
esrj-116670	19	17	contributing	contribute	VERB
esrj-116670	19	18	to	to	ADP
esrj-116670	19	19	the	the	DET
esrj-116670	19	20	rise	rise	NOUN
esrj-116670	19	21	in	in	ADP
esrj-116670	19	22	lst	lst	PROPN
esrj-116670	19	23	.	.	PUNCT
esrj-116670	20	1	these	these	DET
esrj-116670	20	2	findings	finding	NOUN
esrj-116670	20	3	highlight	highlight	VERB
esrj-116670	20	4	the	the	DET
esrj-116670	20	5	importance	importance	NOUN
esrj-116670	20	6	of	of	ADP
esrj-116670	20	7	effective	effective	ADJ
esrj-116670	20	8	land	land	NOUN
esrj-116670	20	9	management	management	NOUN
esrj-116670	20	10	strategies	strategy	NOUN
esrj-116670	20	11	to	to	PART
esrj-116670	20	12	mitigate	mitigate	VERB
esrj-116670	20	13	the	the	DET
esrj-116670	20	14	adverse	adverse	ADJ
esrj-116670	20	15	impacts	impact	NOUN
esrj-116670	20	16	of	of	ADP
esrj-116670	20	17	urbanization	urbanization	NOUN
esrj-116670	20	18	on	on	ADP
esrj-116670	20	19	local	local	ADJ
esrj-116670	20	20	environments	environment	NOUN
esrj-116670	20	21	.	.	PUNCT
esrj-116670	21	1	keywords	keyword	NOUN
esrj-116670	21	2	:	:	PUNCT
esrj-116670	21	3	land	land	NOUN
esrj-116670	21	4	surface	surface	NOUN
esrj-116670	21	5	temperature	temperature	NOUN
esrj-116670	21	6	,	,	PUNCT
esrj-116670	21	7	normalized	normalize	VERB
esrj-116670	21	8	differentiated	differentiated	ADJ
esrj-116670	21	9	vegetative	vegetative	ADJ
esrj-116670	21	10	index	index	NOUN
esrj-116670	21	11	,	,	PUNCT
esrj-116670	21	12	land	land	NOUN
esrj-116670	21	13	use	use	NOUN
esrj-116670	21	14	land	land	NOUN
esrj-116670	21	15	cover	cover	NOUN
esrj-116670	21	16	,	,	PUNCT
esrj-116670	21	17	normalized	normalize	VERB
esrj-116670	21	18	differentiated	differentiate	VERB
esrj-116670	21	19	built	build	VERB
esrj-116670	21	20	-	-	PUNCT
esrj-116670	21	21	up	up	ADP
esrj-116670	21	22	index	index	NOUN
esrj-116670	21	23	,	,	PUNCT
esrj-116670	21	24	land	land	NOUN
esrj-116670	21	25	satellite	satellite	NOUN
esrj-116670	21	26	,	,	PUNCT
esrj-116670	21	27	remote	remote	ADJ
esrj-116670	21	28	sensing	sense	VERB
esrj-116670	21	29	data	datum	NOUN
esrj-116670	21	30	.	.	PUNCT
esrj-116670	22	1	palabras	palabras	PROPN
esrj-116670	22	2	clave	clave	PROPN
esrj-116670	22	3	:	:	PUNCT
esrj-116670	22	4	temperatura	temperatura	PROPN
esrj-116670	22	5	de	de	PROPN
esrj-116670	22	6	la	la	PROPN
esrj-116670	22	7	superficie	superficie	PROPN
esrj-116670	22	8	terrestre	terrestre	NOUN
esrj-116670	22	9	;	;	PUNCT
esrj-116670	22	10	índice	índice	PROPN
esrj-116670	22	11	de	de	PROPN
esrj-116670	22	12	vegetación	vegetación	PROPN
esrj-116670	22	13	de	de	PROPN
esrj-116670	22	14	diferencia	diferencia	PROPN
esrj-116670	22	15	normalizada	normalizada	PROPN
esrj-116670	22	16	;	;	PUNCT
esrj-116670	22	17	uso	uso	PROPN
esrj-116670	22	18	del	del	PROPN
esrj-116670	22	19	suelo	suelo	PROPN
esrj-116670	22	20	/	/	SYM
esrj-116670	22	21	cobertura	cobertura	NOUN
esrj-116670	22	22	del	del	NOUN
esrj-116670	22	23	suelo	suelo	NOUN
esrj-116670	22	24	;	;	PUNCT
esrj-116670	22	25	índice	índice	PROPN
esrj-116670	22	26	de	de	ADP
esrj-116670	22	27	urbanización	urbanización	PROPN
esrj-116670	22	28	de	de	PROPN
esrj-116670	22	29	diferencia	diferencia	PROPN
esrj-116670	22	30	normalizada	normalizada	PROPN
esrj-116670	22	31	;	;	PUNCT
esrj-116670	22	32	satélites	satélite	NOUN
esrj-116670	22	33	terrestres	terrestre	NOUN
esrj-116670	22	34	;	;	PUNCT
esrj-116670	22	35	información	información	PROPN
esrj-116670	22	36	de	de	X
esrj-116670	22	37	detección	detección	PROPN
esrj-116670	22	38	remota	remota	PROPN
esrj-116670	22	39	.	.	PUNCT
esrj-116670	23	1	monitoreo	monitoreo	PROPN
esrj-116670	23	2	de	de	PROPN
esrj-116670	23	3	la	la	PROPN
esrj-116670	23	4	temperatura	temperatura	PROPN
esrj-116670	23	5	superficial	superficial	ADJ
esrj-116670	23	6	terrestre	terrestre	NOUN
esrj-116670	23	7	y	y	PROPN
esrj-116670	23	8	las	las	PROPN
esrj-116670	23	9	dinámicas	dinámicas	PROPN
esrj-116670	23	10	de	de	PROPN
esrj-116670	23	11	vegetación	vegetación	PROPN
esrj-116670	23	12	en	en	PROPN
esrj-116670	23	13	respuesta	respuesta	PROPN
esrj-116670	23	14	a	a	DET
esrj-116670	23	15	los	los	PROPN
esrj-116670	23	16	cambios	cambios	PROPN
esrj-116670	23	17	en	en	PROPN
esrj-116670	23	18	el	el	PROPN
esrj-116670	23	19	uso	uso	PROPN
esrj-116670	23	20	del	del	PROPN
esrj-116670	23	21	suelo	suelo	VERB
esrj-116670	23	22	a	a	DET
esrj-116670	23	23	través	través	NOUN
esrj-116670	23	24	del	del	PROPN
esrj-116670	23	25	análisis	análisis	PROPN
esrj-116670	23	26	espacio	espacio	PROPN
esrj-116670	23	27	-	-	PROPN
esrj-116670	23	28	temporal	temporal	ADJ
esrj-116670	23	29	,	,	PUNCT
esrj-116670	23	30	en	en	PROPN
esrj-116670	23	31	el	el	PROPN
esrj-116670	23	32	distrito	distrito	PROPN
esrj-116670	23	33	de	de	PROPN
esrj-116670	23	34	chiniot	chiniot	PROPN
esrj-116670	23	35	,	,	PUNCT
esrj-116670	23	36	punjab	punjab	ADJ
esrj-116670	23	37	,	,	PUNCT
esrj-116670	23	38	pakistán	pakistán	PROPN
esrj-116670	23	39	el	el	PROPN
esrj-116670	23	40	conocimiento	conocimiento	PROPN
esrj-116670	23	41	del	del	PROPN
esrj-116670	23	42	impacto	impacto	PROPN
esrj-116670	23	43	del	del	PROPN
esrj-116670	23	44	uso	uso	PROPN
esrj-116670	23	45	del	del	PROPN
esrj-116670	23	46	suelo	suelo	PROPN
esrj-116670	23	47	y	y	PROPN
esrj-116670	23	48	los	los	PROPN
esrj-116670	23	49	cambios	cambios	PROPN
esrj-116670	23	50	en	en	PROPN
esrj-116670	23	51	la	la	PROPN
esrj-116670	23	52	cubierta	cubierta	PROPN
esrj-116670	23	53	de	de	PROPN
esrj-116670	23	54	vegetación	vegetación	PROPN
esrj-116670	23	55	en	en	PROPN
esrj-116670	23	56	las	las	PROPN
esrj-116670	23	57	áreas	áreas	X
esrj-116670	23	58	urbanizadas	urbanizada	NOUN
esrj-116670	23	59	es	es	X
esrj-116670	23	60	determinante	determinante	NOUN
esrj-116670	23	61	para	para	PROPN
esrj-116670	23	62	los	los	PROPN
esrj-116670	23	63	gobiernos	gobiernos	PROPN
esrj-116670	23	64	locales	locale	VERB
esrj-116670	23	65	y	y	PROPN
esrj-116670	23	66	para	para	PROPN
esrj-116670	23	67	las	las	PROPN
esrj-116670	23	68	comunidades	comunidades	PROPN
esrj-116670	23	69	de	de	PROPN
esrj-116670	23	70	los	los	PROPN
esrj-116670	23	71	países	paíse	VERB
esrj-116670	23	72	en	en	PROPN
esrj-116670	23	73	desarrollo	desarrollo	PROPN
esrj-116670	23	74	acelerado	acelerado	PROPN
esrj-116670	24	1	.	.	PUNCT
esrj-116670	24	2	este	este	PROPN
esrj-116670	24	3	estudio	estudio	PROPN
esrj-116670	24	4	se	se	PROPN
esrj-116670	24	5	realizó	realizó	PROPN
esrj-116670	24	6	en	en	PROPN
esrj-116670	24	7	el	el	PROPN
esrj-116670	24	8	distrito	distrito	PROPN
esrj-116670	24	9	de	de	PROPN
esrj-116670	24	10	chiniot	chiniot	PROPN
esrj-116670	24	11	,	,	PUNCT
esrj-116670	24	12	punjab	punjab	ADJ
esrj-116670	24	13	,	,	PUNCT
esrj-116670	24	14	pakistan	pakistan	PROPN
esrj-116670	24	15	.	.	PUNCT
esrj-116670	25	1	el	el	PROPN
esrj-116670	25	2	presente	presente	PROPN
esrj-116670	25	3	estudio	estudio	PROPN
esrj-116670	25	4	busca	busca	PROPN
esrj-116670	25	5	explorar	explorar	PROPN
esrj-116670	25	6	la	la	PROPN
esrj-116670	25	7	relación	relación	PROPN
esrj-116670	25	8	entre	entre	PROPN
esrj-116670	25	9	la	la	PROPN
esrj-116670	25	10	temperatura	temperatura	PROPN
esrj-116670	25	11	de	de	PROPN
esrj-116670	25	12	la	la	PROPN
esrj-116670	25	13	superficie	superficie	PROPN
esrj-116670	25	14	terrestre	terrestre	VERB
esrj-116670	25	15	y	y	PROPN
esrj-116670	25	16	el	el	PROPN
esrj-116670	25	17	índice	índice	PROPN
esrj-116670	25	18	de	de	PROPN
esrj-116670	25	19	vegetación	vegetación	PROPN
esrj-116670	25	20	de	de	PROPN
esrj-116670	25	21	diferencia	diferencia	PROPN
esrj-116670	25	22	normalizada	normalizada	PROPN
esrj-116670	25	23	.	.	PUNCT
esrj-116670	26	1	el	el	PROPN
esrj-116670	26	2	trabajo	trabajo	PROPN
esrj-116670	26	3	se	se	X
esrj-116670	26	4	enfoca	enfoca	VERB
esrj-116670	26	5	en	en	X
esrj-116670	26	6	investigar	investigar	PROPN
esrj-116670	26	7	la	la	PROPN
esrj-116670	26	8	relación	relación	PROPN
esrj-116670	26	9	entre	entre	PROPN
esrj-116670	26	10	los	los	PROPN
esrj-116670	26	11	patrones	patrones	PROPN
esrj-116670	26	12	de	de	PROPN
esrj-116670	26	13	temperatura	temperatura	PROPN
esrj-116670	26	14	de	de	PROPN
esrj-116670	26	15	la	la	PROPN
esrj-116670	26	16	superficie	superficie	PROPN
esrj-116670	26	17	terrestre	terrestre	VERB
esrj-116670	26	18	y	y	PROPN
esrj-116670	26	19	los	los	PROPN
esrj-116670	26	20	cambios	cambios	PROPN
esrj-116670	26	21	en	en	PROPN
esrj-116670	26	22	la	la	PROPN
esrj-116670	26	23	cubierta	cubierta	PROPN
esrj-116670	26	24	vegetal	vegetal	PROPN
esrj-116670	26	25	y	y	PROPN
esrj-116670	26	26	en	en	PROPN
esrj-116670	26	27	el	el	PROPN
esrj-116670	26	28	uso	uso	PROPN
esrj-116670	26	29	del	del	PROPN
esrj-116670	26	30	suelo	suelo	NOUN
esrj-116670	26	31	debido	debido	VERB
esrj-116670	26	32	a	a	X
esrj-116670	26	33	la	la	X
esrj-116670	26	34	urbanización	urbanización	PROPN
esrj-116670	26	35	del	del	PROPN
esrj-116670	26	36	distrito	distrito	PROPN
esrj-116670	26	37	de	de	X
esrj-116670	26	38	chiniot	chiniot	NOUN
esrj-116670	26	39	.	.	PUNCT
esrj-116670	27	1	con	con	PROPN
esrj-116670	27	2	el	el	PROPN
esrj-116670	27	3	uso	uso	PROPN
esrj-116670	27	4	de	de	PROPN
esrj-116670	27	5	las	las	PROPN
esrj-116670	27	6	bases	bases	PROPN
esrj-116670	27	7	de	de	PROPN
esrj-116670	27	8	información	información	PROPN
esrj-116670	27	9	landsat	landsat	PROPN
esrj-116670	27	10	5	5	NUM
esrj-116670	27	11	y	y	PROPN
esrj-116670	27	12	landsat	landsat	PROPN
esrj-116670	27	13	8	8	NUM
esrj-116670	27	14	,	,	PUNCT
esrj-116670	27	15	se	se	X
esrj-116670	27	16	computó	computó	PROPN
esrj-116670	27	17	y	y	PROPN
esrj-116670	27	18	se	se	PROPN
esrj-116670	27	19	correlacionó	correlacionó	PROPN
esrj-116670	27	20	la	la	PROPN
esrj-116670	27	21	temperatura	temperatura	PROPN
esrj-116670	27	22	de	de	PROPN
esrj-116670	27	23	la	la	PROPN
esrj-116670	27	24	superficie	superficie	PROPN
esrj-116670	27	25	terrestre	terrestre	PROPN
esrj-116670	27	26	con	con	PROPN
esrj-116670	27	27	el	el	PROPN
esrj-116670	27	28	índice	índice	PROPN
esrj-116670	27	29	de	de	PROPN
esrj-116670	27	30	vegetación	vegetación	PROPN
esrj-116670	27	31	de	de	PROPN
esrj-116670	27	32	diferencia	diferencia	PROPN
esrj-116670	27	33	normalizada	normalizada	PROPN
esrj-116670	27	34	.	.	PUNCT
esrj-116670	28	1	los	los	PROPN
esrj-116670	28	2	resultados	resultados	PROPN
esrj-116670	28	3	indican	indican	PROPN
esrj-116670	28	4	un	un	PROPN
esrj-116670	28	5	decrecimiento	decrecimiento	PROPN
esrj-116670	28	6	en	en	PROPN
esrj-116670	28	7	el	el	PROPN
esrj-116670	28	8	índice	índice	PROPN
esrj-116670	28	9	de	de	PROPN
esrj-116670	28	10	vegetación	vegetación	PROPN
esrj-116670	28	11	a	a	DET
esrj-116670	28	12	través	través	X
esrj-116670	28	13	de	de	X
esrj-116670	28	14	los	los	PROPN
esrj-116670	28	15	años	años	PROPN
esrj-116670	28	16	,	,	PUNCT
esrj-116670	28	17	lo	lo	PROPN
esrj-116670	28	18	que	que	PROPN
esrj-116670	28	19	sugiere	sugiere	PROPN
esrj-116670	28	20	una	una	PROPN
esrj-116670	28	21	caída	caída	PROPN
esrj-116670	28	22	de	de	PROPN
esrj-116670	28	23	la	la	PROPN
esrj-116670	28	24	vegetación	vegetación	PROPN
esrj-116670	28	25	,	,	PUNCT
esrj-116670	28	26	un	un	PROPN
esrj-116670	28	27	incremento	incremento	PROPN
esrj-116670	28	28	en	en	PROPN
esrj-116670	28	29	la	la	PROPN
esrj-116670	28	30	temperatura	temperatura	PROPN
esrj-116670	28	31	de	de	PROPN
esrj-116670	28	32	la	la	PROPN
esrj-116670	28	33	superficie	superficie	PROPN
esrj-116670	28	34	y	y	PROPN
esrj-116670	28	35	por	por	PROPN
esrj-116670	28	36	ende	ende	PROPN
esrj-116670	28	37	un	un	PROPN
esrj-116670	28	38	proceso	proceso	PROPN
esrj-116670	28	39	de	de	X
esrj-116670	28	40	aumento	aumento	PROPN
esrj-116670	28	41	de	de	PROPN
esrj-116670	28	42	las	las	PROPN
esrj-116670	28	43	temperaturas	temperaturas	PROPN
esrj-116670	28	44	.	.	PROPN
esrj-116670	29	1	una	una	PROPN
esrj-116670	29	2	clasificación	clasificación	PROPN
esrj-116670	29	3	supervisada	supervisada	PROPN
esrj-116670	29	4	reveló	reveló	PROPN
esrj-116670	29	5	un	un	PROPN
esrj-116670	29	6	incremento	incremento	PROPN
esrj-116670	29	7	de	de	PROPN
esrj-116670	29	8	las	las	PROPN
esrj-116670	29	9	áreas	áreas	X
esrj-116670	29	10	urbanizadas	urbanizadas	PROPN
esrj-116670	29	11	y	y	PROPN
esrj-116670	29	12	un	un	PROPN
esrj-116670	29	13	crecimiento	crecimiento	PROPN
esrj-116670	29	14	de	de	PROPN
esrj-116670	29	15	la	la	PROPN
esrj-116670	29	16	vegetación	vegetación	PROPN
esrj-116670	29	17	,	,	PUNCT
esrj-116670	29	18	lo	lo	PROPN
esrj-116670	29	19	que	que	PROPN
esrj-116670	29	20	contribuye	contribuye	PROPN
esrj-116670	29	21	al	al	PROPN
esrj-116670	29	22	aumento	aumento	PROPN
esrj-116670	29	23	de	de	PROPN
esrj-116670	29	24	la	la	PROPN
esrj-116670	29	25	temperatura	temperatura	PROPN
esrj-116670	29	26	de	de	PROPN
esrj-116670	29	27	la	la	PROPN
esrj-116670	29	28	superficie	superficie	PROPN
esrj-116670	29	29	.	.	PUNCT
esrj-116670	30	1	estos	estos	PROPN
esrj-116670	30	2	hallazgos	hallazgos	PROPN
esrj-116670	30	3	resaltan	resaltan	PROPN
esrj-116670	30	4	la	la	PROPN
esrj-116670	30	5	importancia	importancia	PROPN
esrj-116670	30	6	de	de	PROPN
esrj-116670	30	7	las	las	PROPN
esrj-116670	30	8	estrategias	estrategias	PROPN
esrj-116670	30	9	de	de	PROPN
esrj-116670	30	10	manejo	manejo	PROPN
esrj-116670	30	11	efectivo	efectivo	PROPN
esrj-116670	30	12	de	de	PROPN
esrj-116670	30	13	los	los	PROPN
esrj-116670	30	14	suelos	suelos	PROPN
esrj-116670	30	15	para	para	PROPN
esrj-116670	30	16	mitigar	mitigar	PROPN
esrj-116670	30	17	los	los	PROPN
esrj-116670	30	18	impactos	impactos	PROPN
esrj-116670	30	19	adversos	adversos	PROPN
esrj-116670	30	20	de	de	X
esrj-116670	30	21	la	la	X
esrj-116670	30	22	urbanización	urbanización	PROPN
esrj-116670	30	23	en	en	PROPN
esrj-116670	30	24	los	los	PROPN
esrj-116670	30	25	ambientes	ambiente	NOUN
esrj-116670	30	26	locales	locale	NOUN
esrj-116670	30	27	.	.	PUNCT
esrj-116670	31	1	resu	resu	PROPN
esrj-116670	31	2	m	m	PROPN
esrj-116670	31	3	en	en	PROPN
esrj-116670	31	4	https://doi.org/10.15446/esrj.v29n1.116670	https://doi.org/10.15446/esrj.v29n1.116670	X
esrj-116670	31	5	mailto:talalahmed@njc.edu.pk	mailto:talalahmed@njc.edu.pk	NOUN
esrj-116670	31	6	https://doi.org/10.15446/esrj.v29n1.116670	https://doi.org/10.15446/esrj.v29n1.116670	ADP
esrj-116670	31	7	16	16	NUM
esrj-116670	31	8	mirza	mirza	PROPN
esrj-116670	31	9	naseer	naseer	PROPN
esrj-116670	31	10	ahmad	ahmad	PROPN
esrj-116670	31	11	,	,	PUNCT
esrj-116670	31	12	naeem	naeem	PROPN
esrj-116670	31	13	ahmad	ahmad	PROPN
esrj-116670	31	14	syed	syed	PROPN
esrj-116670	31	15	,	,	PUNCT
esrj-116670	31	16	rehan	rehan	PROPN
esrj-116670	31	17	ahmad	ahmad	PROPN
esrj-116670	31	18	pervaiz	pervaiz	PROPN
esrj-116670	31	19	,	,	PUNCT
esrj-116670	31	20	talal	talal	PROPN
esrj-116670	31	21	ahmed	ahmed	PROPN
esrj-116670	31	22	,	,	PUNCT
esrj-116670	31	23	ain	ain	PROPN
esrj-116670	31	24	ur	ur	PROPN
esrj-116670	31	25	raza	raza	PROPN
esrj-116670	31	26	,	,	PUNCT
esrj-116670	31	27	jazba	jazba	PROPN
esrj-116670	31	28	shafique	shafique	NOUN
esrj-116670	31	29	,	,	PUNCT
esrj-116670	31	30	nida	nida	PROPN
esrj-116670	31	31	toheed	toheed	PROPN
esrj-116670	31	32	,	,	PUNCT
esrj-116670	31	33	humaira	humaira	PROPN
esrj-116670	31	34	naseer	naseer	PROPN
esrj-116670	31	35	1	1	NUM
esrj-116670	31	36	.	.	PUNCT
esrj-116670	32	1	introduction	introduction	NOUN
esrj-116670	32	2	measured	measure	VERB
esrj-116670	32	3	within	within	ADP
esrj-116670	32	4	the	the	DET
esrj-116670	32	5	range	range	NOUN
esrj-116670	32	6	of	of	ADP
esrj-116670	32	7	the	the	DET
esrj-116670	32	8	remote	remote	ADJ
esrj-116670	32	9	device	device	NOUN
esrj-116670	32	10	,	,	PUNCT
esrj-116670	32	11	the	the	DET
esrj-116670	32	12	land	land	NOUN
esrj-116670	32	13	surface	surface	NOUN
esrj-116670	32	14	temperature	temperature	NOUN
esrj-116670	32	15	(	(	PUNCT
esrj-116670	32	16	lst	lst	NOUN
esrj-116670	32	17	)	)	PUNCT
esrj-116670	32	18	is	be	AUX
esrj-116670	32	19	the	the	DET
esrj-116670	32	20	radiative	radiative	ADJ
esrj-116670	32	21	skin	skin	NOUN
esrj-116670	32	22	temperature	temperature	NOUN
esrj-116670	32	23	of	of	ADP
esrj-116670	32	24	the	the	DET
esrj-116670	32	25	land	land	NOUN
esrj-116670	32	26	surface	surface	NOUN
esrj-116670	32	27	.	.	PUNCT
esrj-116670	33	1	it	it	PRON
esrj-116670	33	2	is	be	AUX
esrj-116670	33	3	most	most	ADV
esrj-116670	33	4	likely	likely	ADV
esrj-116670	33	5	derived	derive	VERB
esrj-116670	33	6	from	from	ADP
esrj-116670	33	7	top	top	ADJ
esrj-116670	33	8	-	-	PUNCT
esrj-116670	33	9	of	of	ADP
esrj-116670	33	10	-	-	PUNCT
esrj-116670	33	11	atmosphere	atmosphere	NOUN
esrj-116670	33	12	brightness	brightness	NOUN
esrj-116670	33	13	temperatures	temperature	NOUN
esrj-116670	33	14	from	from	ADP
esrj-116670	33	15	the	the	DET
esrj-116670	33	16	infrared	infrared	ADJ
esrj-116670	33	17	spectral	spectral	ADJ
esrj-116670	33	18	channels	channel	NOUN
esrj-116670	33	19	of	of	ADP
esrj-116670	33	20	a	a	DET
esrj-116670	33	21	constellation	constellation	NOUN
esrj-116670	33	22	of	of	ADP
esrj-116670	33	23	stationary	stationary	ADJ
esrj-116670	33	24	satellites	satellite	NOUN
esrj-116670	33	25	.	.	PUNCT
esrj-116670	34	1	its	its	PRON
esrj-116670	34	2	estimate	estimate	NOUN
esrj-116670	34	3	is	be	AUX
esrj-116670	34	4	also	also	ADV
esrj-116670	34	5	influenced	influence	VERB
esrj-116670	34	6	by	by	ADP
esrj-116670	34	7	the	the	DET
esrj-116670	34	8	plant	plant	NOUN
esrj-116670	34	9	cover	cover	NOUN
esrj-116670	34	10	,	,	PUNCT
esrj-116670	34	11	ratio	ratio	NOUN
esrj-116670	34	12	,	,	PUNCT
esrj-116670	34	13	and	and	CCONJ
esrj-116670	34	14	soil	soil	NOUN
esrj-116670	34	15	moisture	moisture	NOUN
esrj-116670	34	16	content	content	NOUN
esrj-116670	34	17	.	.	PUNCT
esrj-116670	35	1	temperatures	temperature	NOUN
esrj-116670	35	2	of	of	ADP
esrj-116670	35	3	the	the	DET
esrj-116670	35	4	bare	bare	ADJ
esrj-116670	35	5	soil	soil	NOUN
esrj-116670	35	6	and	and	CCONJ
esrj-116670	35	7	plants	plant	NOUN
esrj-116670	35	8	may	may	AUX
esrj-116670	35	9	combine	combine	VERB
esrj-116670	35	10	to	to	PART
esrj-116670	35	11	form	form	VERB
esrj-116670	35	12	lst	lst	NOUN
esrj-116670	35	13	.	.	PUNCT
esrj-116670	36	1	the	the	DET
esrj-116670	36	2	lst	lst	NOUN
esrj-116670	36	3	exhibits	exhibit	VERB
esrj-116670	36	4	quick	quick	ADJ
esrj-116670	36	5	fluctuations	fluctuation	NOUN
esrj-116670	36	6	as	as	ADV
esrj-116670	36	7	well	well	ADV
esrj-116670	36	8	because	because	SCONJ
esrj-116670	36	9	of	of	ADP
esrj-116670	36	10	how	how	SCONJ
esrj-116670	36	11	quickly	quickly	ADV
esrj-116670	36	12	each	each	PRON
esrj-116670	36	13	reacts	react	VERB
esrj-116670	36	14	to	to	PART
esrj-116670	36	15	changes	change	NOUN
esrj-116670	36	16	in	in	ADP
esrj-116670	36	17	incoming	incoming	ADJ
esrj-116670	36	18	radiation	radiation	NOUN
esrj-116670	36	19	caused	cause	VERB
esrj-116670	36	20	by	by	ADP
esrj-116670	36	21	implementers	implementer	NOUN
esrj-116670	36	22	,	,	PUNCT
esrj-116670	36	23	aerosol	aerosol	NOUN
esrj-116670	36	24	load	load	NOUN
esrj-116670	36	25	alterations	alteration	NOUN
esrj-116670	36	26	,	,	PUNCT
esrj-116670	36	27	and	and	CCONJ
esrj-116670	36	28	illumination	illumination	NOUN
esrj-116670	36	29	variations	variation	NOUN
esrj-116670	36	30	.	.	PUNCT
esrj-116670	37	1	the	the	DET
esrj-116670	37	2	lst	lst	NOUN
esrj-116670	37	3	therefore	therefore	ADV
esrj-116670	37	4	affects	affect	VERB
esrj-116670	37	5	how	how	SCONJ
esrj-116670	37	6	energy	energy	NOUN
esrj-116670	37	7	is	be	AUX
esrj-116670	37	8	distributed	distribute	VERB
esrj-116670	37	9	between	between	ADP
esrj-116670	37	10	plants	plant	NOUN
esrj-116670	37	11	and	and	CCONJ
esrj-116670	37	12	the	the	DET
esrj-116670	37	13	ground	ground	NOUN
esrj-116670	37	14	,	,	PUNCT
esrj-116670	37	15	which	which	PRON
esrj-116670	37	16	in	in	ADP
esrj-116670	37	17	turn	turn	NOUN
esrj-116670	37	18	affects	affect	VERB
esrj-116670	37	19	the	the	DET
esrj-116670	37	20	temperature	temperature	NOUN
esrj-116670	37	21	of	of	ADP
esrj-116670	37	22	the	the	DET
esrj-116670	37	23	surface	surface	NOUN
esrj-116670	37	24	air	air	NOUN
esrj-116670	37	25	(	(	PUNCT
esrj-116670	37	26	yaseen	yaseen	NOUN
esrj-116670	37	27	,	,	PUNCT
esrj-116670	37	28	2022	2022	NUM
esrj-116670	37	29	)	)	PUNCT
esrj-116670	37	30	.	.	PUNCT
esrj-116670	38	1	the	the	DET
esrj-116670	38	2	phenomenon	phenomenon	NOUN
esrj-116670	38	3	of	of	ADP
esrj-116670	38	4	land	land	NOUN
esrj-116670	38	5	surface	surface	NOUN
esrj-116670	38	6	temperature	temperature	NOUN
esrj-116670	38	7	(	(	PUNCT
esrj-116670	38	8	lst	lst	NOUN
esrj-116670	38	9	)	)	PUNCT
esrj-116670	38	10	holds	hold	VERB
esrj-116670	38	11	considerable	considerable	ADJ
esrj-116670	38	12	importance	importance	NOUN
esrj-116670	38	13	within	within	ADP
esrj-116670	38	14	the	the	DET
esrj-116670	38	15	context	context	NOUN
esrj-116670	38	16	of	of	ADP
esrj-116670	38	17	global	global	ADJ
esrj-116670	38	18	climate	climate	NOUN
esrj-116670	38	19	change	change	NOUN
esrj-116670	38	20	.	.	PUNCT
esrj-116670	39	1	as	as	SCONJ
esrj-116670	39	2	greenhouse	greenhouse	NOUN
esrj-116670	39	3	gas	gas	NOUN
esrj-116670	39	4	levels	level	NOUN
esrj-116670	39	5	escalate	escalate	VERB
esrj-116670	39	6	in	in	ADP
esrj-116670	39	7	the	the	DET
esrj-116670	39	8	atmosphere	atmosphere	NOUN
esrj-116670	39	9	,	,	PUNCT
esrj-116670	39	10	lst	lst	INTJ
esrj-116670	39	11	tends	tend	VERB
esrj-116670	39	12	to	to	PART
esrj-116670	39	13	increase	increase	VERB
esrj-116670	39	14	correspondingly	correspondingly	ADV
esrj-116670	39	15	.	.	PUNCT
esrj-116670	40	1	consequently	consequently	ADV
esrj-116670	40	2	,	,	PUNCT
esrj-116670	40	3	this	this	DET
esrj-116670	40	4	elevation	elevation	NOUN
esrj-116670	40	5	in	in	ADP
esrj-116670	40	6	temperature	temperature	NOUN
esrj-116670	40	7	contributes	contribute	VERB
esrj-116670	40	8	to	to	ADP
esrj-116670	40	9	the	the	DET
esrj-116670	40	10	melting	melting	NOUN
esrj-116670	40	11	of	of	ADP
esrj-116670	40	12	glaciers	glacier	NOUN
esrj-116670	40	13	and	and	CCONJ
esrj-116670	40	14	ice	ice	NOUN
esrj-116670	40	15	sheets	sheet	NOUN
esrj-116670	40	16	,	,	PUNCT
esrj-116670	40	17	thereby	thereby	ADV
esrj-116670	40	18	affecting	affect	VERB
esrj-116670	40	19	local	local	ADJ
esrj-116670	40	20	vegetation	vegetation	NOUN
esrj-116670	40	21	.	.	PUNCT
esrj-116670	41	1	given	give	VERB
esrj-116670	41	2	the	the	DET
esrj-116670	41	3	fluctuating	fluctuate	VERB
esrj-116670	41	4	patterns	pattern	NOUN
esrj-116670	41	5	of	of	ADP
esrj-116670	41	6	rainfall	rainfall	NOUN
esrj-116670	41	7	and	and	CCONJ
esrj-116670	41	8	the	the	DET
esrj-116670	41	9	possibility	possibility	NOUN
esrj-116670	41	10	of	of	ADP
esrj-116670	41	11	monsoon	monsoon	NOUN
esrj-116670	41	12	disruptions	disruption	NOUN
esrj-116670	41	13	,	,	PUNCT
esrj-116670	41	14	the	the	DET
esrj-116670	41	15	repercussions	repercussion	NOUN
esrj-116670	41	16	are	be	AUX
esrj-116670	41	17	anticipated	anticipate	VERB
esrj-116670	41	18	to	to	PART
esrj-116670	41	19	be	be	AUX
esrj-116670	41	20	particularly	particularly	ADV
esrj-116670	41	21	pronounced	pronounce	VERB
esrj-116670	41	22	in	in	ADP
esrj-116670	41	23	regions	region	NOUN
esrj-116670	41	24	reliant	reliant	ADJ
esrj-116670	41	25	on	on	ADP
esrj-116670	41	26	monsoons	monsoon	NOUN
esrj-116670	41	27	(	(	PUNCT
esrj-116670	41	28	rajeshwari	rajeshwari	PROPN
esrj-116670	41	29	&	&	CCONJ
esrj-116670	41	30	mani	mani	PROPN
esrj-116670	41	31	,	,	PUNCT
esrj-116670	41	32	2014	2014	NUM
esrj-116670	41	33	)	)	PUNCT
esrj-116670	41	34	.	.	PUNCT
esrj-116670	42	1	the	the	DET
esrj-116670	42	2	thermal	thermal	ADJ
esrj-116670	42	3	environment	environment	NOUN
esrj-116670	42	4	and	and	CCONJ
esrj-116670	42	5	microclimate	microclimate	NOUN
esrj-116670	42	6	in	in	ADP
esrj-116670	42	7	regions	region	NOUN
esrj-116670	42	8	experiencing	experience	VERB
esrj-116670	42	9	rapid	rapid	ADJ
esrj-116670	42	10	economic	economic	ADJ
esrj-116670	42	11	growth	growth	NOUN
esrj-116670	42	12	and	and	CCONJ
esrj-116670	42	13	established	establish	VERB
esrj-116670	42	14	industries	industry	NOUN
esrj-116670	42	15	,	,	PUNCT
esrj-116670	42	16	particularly	particularly	ADV
esrj-116670	42	17	urban	urban	ADJ
esrj-116670	42	18	areas	area	NOUN
esrj-116670	42	19	with	with	ADP
esrj-116670	42	20	dense	dense	ADJ
esrj-116670	42	21	populations	population	NOUN
esrj-116670	42	22	and	and	CCONJ
esrj-116670	42	23	significant	significant	ADJ
esrj-116670	42	24	waste	waste	NOUN
esrj-116670	42	25	discharge	discharge	NOUN
esrj-116670	42	26	into	into	ADP
esrj-116670	42	27	the	the	DET
esrj-116670	42	28	environment	environment	NOUN
esrj-116670	42	29	,	,	PUNCT
esrj-116670	42	30	have	have	AUX
esrj-116670	42	31	undergone	undergo	VERB
esrj-116670	42	32	notable	notable	ADJ
esrj-116670	42	33	transformations	transformation	NOUN
esrj-116670	42	34	(	(	PUNCT
esrj-116670	42	35	yang	yang	PROPN
esrj-116670	42	36	et	et	PROPN
esrj-116670	42	37	al	al	PROPN
esrj-116670	42	38	.	.	PROPN
esrj-116670	42	39	,	,	PUNCT
esrj-116670	42	40	2021	2021	NUM
esrj-116670	42	41	)	)	PUNCT
esrj-116670	42	42	.	.	PUNCT
esrj-116670	43	1	these	these	DET
esrj-116670	43	2	changes	change	NOUN
esrj-116670	43	3	have	have	AUX
esrj-116670	43	4	led	lead	VERB
esrj-116670	43	5	to	to	ADP
esrj-116670	43	6	the	the	DET
esrj-116670	43	7	emergence	emergence	NOUN
esrj-116670	43	8	of	of	ADP
esrj-116670	43	9	urban	urban	ADJ
esrj-116670	43	10	heat	heat	NOUN
esrj-116670	43	11	island	island	NOUN
esrj-116670	43	12	effects	effect	NOUN
esrj-116670	43	13	,	,	PUNCT
esrj-116670	43	14	disrupting	disrupt	VERB
esrj-116670	43	15	the	the	DET
esrj-116670	43	16	energy	energy	NOUN
esrj-116670	43	17	equilibrium	equilibrium	NOUN
esrj-116670	43	18	and	and	CCONJ
esrj-116670	43	19	negatively	negatively	ADV
esrj-116670	43	20	impacting	impact	VERB
esrj-116670	43	21	the	the	DET
esrj-116670	43	22	quality	quality	NOUN
esrj-116670	43	23	of	of	ADP
esrj-116670	43	24	life	life	NOUN
esrj-116670	43	25	for	for	ADP
esrj-116670	43	26	residents	resident	NOUN
esrj-116670	43	27	.	.	PUNCT
esrj-116670	44	1	the	the	DET
esrj-116670	44	2	term	term	NOUN
esrj-116670	44	3	“	"	PUNCT
esrj-116670	44	4	urban	urban	ADJ
esrj-116670	44	5	heat	heat	NOUN
esrj-116670	44	6	island	island	NOUN
esrj-116670	44	7	”	"	PUNCT
esrj-116670	44	8	denotes	denote	VERB
esrj-116670	44	9	widespread	widespread	ADJ
esrj-116670	44	10	alterations	alteration	NOUN
esrj-116670	44	11	in	in	ADP
esrj-116670	44	12	microclimates	microclimate	NOUN
esrj-116670	44	13	due	due	ADP
esrj-116670	44	14	to	to	ADP
esrj-116670	44	15	urbanization	urbanization	NOUN
esrj-116670	44	16	,	,	PUNCT
esrj-116670	44	17	with	with	ADP
esrj-116670	44	18	land	land	NOUN
esrj-116670	44	19	surface	surface	NOUN
esrj-116670	44	20	temperature	temperature	NOUN
esrj-116670	44	21	serving	serve	VERB
esrj-116670	44	22	as	as	ADP
esrj-116670	44	23	an	an	DET
esrj-116670	44	24	indicator	indicator	NOUN
esrj-116670	44	25	of	of	ADP
esrj-116670	44	26	the	the	DET
esrj-116670	44	27	severity	severity	NOUN
esrj-116670	44	28	of	of	ADP
esrj-116670	44	29	global	global	ADJ
esrj-116670	44	30	warming	warming	NOUN
esrj-116670	44	31	(	(	PUNCT
esrj-116670	44	32	yang	yang	PROPN
esrj-116670	44	33	et	et	PROPN
esrj-116670	44	34	al	al	PROPN
esrj-116670	44	35	.	.	PROPN
esrj-116670	44	36	,	,	PUNCT
esrj-116670	44	37	2021	2021	NUM
esrj-116670	44	38	)	)	PUNCT
esrj-116670	44	39	.	.	PUNCT
esrj-116670	45	1	there	there	PRON
esrj-116670	45	2	are	be	VERB
esrj-116670	45	3	various	various	ADJ
esrj-116670	45	4	natural	natural	ADJ
esrj-116670	45	5	and	and	CCONJ
esrj-116670	45	6	industrial	industrial	ADJ
esrj-116670	45	7	sources	source	NOUN
esrj-116670	45	8	of	of	ADP
esrj-116670	45	9	environmental	environmental	ADJ
esrj-116670	45	10	contamination	contamination	NOUN
esrj-116670	45	11	such	such	ADJ
esrj-116670	45	12	as	as	ADP
esrj-116670	45	13	an	an	DET
esrj-116670	45	14	increase	increase	NOUN
esrj-116670	45	15	in	in	ADP
esrj-116670	45	16	cadmium	cadmium	NOUN
esrj-116670	45	17	which	which	PRON
esrj-116670	45	18	is	be	AUX
esrj-116670	45	19	found	find	VERB
esrj-116670	45	20	in	in	ADP
esrj-116670	45	21	various	various	ADJ
esrj-116670	45	22	biota	biota	NOUN
esrj-116670	45	23	.	.	PUNCT
esrj-116670	46	1	increasing	increase	VERB
esrj-116670	46	2	temperature	temperature	NOUN
esrj-116670	46	3	increases	increase	VERB
esrj-116670	46	4	the	the	DET
esrj-116670	46	5	uptake	uptake	ADJ
esrj-116670	46	6	and	and	CCONJ
esrj-116670	46	7	toxic	toxic	ADJ
esrj-116670	46	8	impact	impact	NOUN
esrj-116670	46	9	of	of	ADP
esrj-116670	46	10	cadmium	cadmium	NOUN
esrj-116670	46	11	on	on	ADP
esrj-116670	46	12	microorganisms	microorganism	NOUN
esrj-116670	46	13	,	,	PUNCT
esrj-116670	46	14	land	land	NOUN
esrj-116670	46	15	plants	plant	NOUN
esrj-116670	46	16	,	,	PUNCT
esrj-116670	46	17	and	and	CCONJ
esrj-116670	46	18	aquatic	aquatic	ADJ
esrj-116670	46	19	organisms	organism	NOUN
esrj-116670	46	20	(	(	PUNCT
esrj-116670	46	21	world	world	NOUN
esrj-116670	46	22	health	health	NOUN
esrj-116670	46	23	organization	organization	NOUN
esrj-116670	46	24	,	,	PUNCT
esrj-116670	46	25	1992	1992	NUM
esrj-116670	46	26	)	)	PUNCT
esrj-116670	46	27	.	.	PUNCT
esrj-116670	47	1	consequently	consequently	ADV
esrj-116670	47	2	,	,	PUNCT
esrj-116670	47	3	there	there	PRON
esrj-116670	47	4	is	be	VERB
esrj-116670	47	5	growing	grow	VERB
esrj-116670	47	6	interest	interest	NOUN
esrj-116670	47	7	in	in	ADP
esrj-116670	47	8	developing	develop	VERB
esrj-116670	47	9	strategies	strategy	NOUN
esrj-116670	47	10	to	to	PART
esrj-116670	47	11	mitigate	mitigate	VERB
esrj-116670	47	12	the	the	DET
esrj-116670	47	13	escalation	escalation	NOUN
esrj-116670	47	14	of	of	ADP
esrj-116670	47	15	land	land	NOUN
esrj-116670	47	16	surface	surface	NOUN
esrj-116670	47	17	temperature	temperature	NOUN
esrj-116670	47	18	and	and	CCONJ
esrj-116670	47	19	prevent	prevent	VERB
esrj-116670	47	20	further	further	ADJ
esrj-116670	47	21	deterioration	deterioration	NOUN
esrj-116670	47	22	of	of	ADP
esrj-116670	47	23	urban	urban	ADJ
esrj-116670	47	24	thermal	thermal	ADJ
esrj-116670	47	25	environments	environment	NOUN
esrj-116670	47	26	(	(	PUNCT
esrj-116670	47	27	yang	yang	PROPN
esrj-116670	47	28	et	et	PROPN
esrj-116670	47	29	al	al	PROPN
esrj-116670	47	30	.	.	PROPN
esrj-116670	47	31	,	,	PUNCT
esrj-116670	47	32	2021	2021	NUM
esrj-116670	47	33	)	)	PUNCT
esrj-116670	47	34	.	.	PUNCT
esrj-116670	48	1	the	the	DET
esrj-116670	48	2	expansion	expansion	NOUN
esrj-116670	48	3	of	of	ADP
esrj-116670	48	4	infrastructure	infrastructure	NOUN
esrj-116670	48	5	and	and	CCONJ
esrj-116670	48	6	the	the	DET
esrj-116670	48	7	conversion	conversion	NOUN
esrj-116670	48	8	of	of	ADP
esrj-116670	48	9	grasslands	grassland	NOUN
esrj-116670	48	10	and	and	CCONJ
esrj-116670	48	11	forests	forest	NOUN
esrj-116670	48	12	into	into	ADP
esrj-116670	48	13	urban	urban	ADJ
esrj-116670	48	14	areas	area	NOUN
esrj-116670	48	15	are	be	AUX
esrj-116670	48	16	exacerbating	exacerbate	VERB
esrj-116670	48	17	this	this	DET
esrj-116670	48	18	problem	problem	NOUN
esrj-116670	48	19	.	.	PUNCT
esrj-116670	49	1	the	the	DET
esrj-116670	49	2	reduction	reduction	NOUN
esrj-116670	49	3	in	in	ADP
esrj-116670	49	4	grass	grass	NOUN
esrj-116670	49	5	and	and	CCONJ
esrj-116670	49	6	forest	forest	NOUN
esrj-116670	49	7	land	land	NOUN
esrj-116670	49	8	,	,	PUNCT
esrj-116670	49	9	crucial	crucial	ADJ
esrj-116670	49	10	for	for	ADP
esrj-116670	49	11	carbon	carbon	NOUN
esrj-116670	49	12	sequestration	sequestration	NOUN
esrj-116670	49	13	,	,	PUNCT
esrj-116670	49	14	is	be	AUX
esrj-116670	49	15	leading	lead	VERB
esrj-116670	49	16	to	to	ADP
esrj-116670	49	17	increased	increase	VERB
esrj-116670	49	18	anthropogenic	anthropogenic	ADJ
esrj-116670	49	19	carbon	carbon	NOUN
esrj-116670	49	20	emissions	emission	NOUN
esrj-116670	49	21	.	.	PUNCT
esrj-116670	50	1	the	the	DET
esrj-116670	50	2	extensive	extensive	ADJ
esrj-116670	50	3	conversion	conversion	NOUN
esrj-116670	50	4	of	of	ADP
esrj-116670	50	5	land	land	NOUN
esrj-116670	50	6	for	for	ADP
esrj-116670	50	7	urban	urban	ADJ
esrj-116670	50	8	infrastructure	infrastructure	NOUN
esrj-116670	50	9	is	be	AUX
esrj-116670	50	10	a	a	DET
esrj-116670	50	11	major	major	ADJ
esrj-116670	50	12	factor	factor	NOUN
esrj-116670	50	13	contributing	contribute	VERB
esrj-116670	50	14	to	to	ADP
esrj-116670	50	15	this	this	DET
esrj-116670	50	16	issue	issue	NOUN
esrj-116670	50	17	(	(	PUNCT
esrj-116670	50	18	waseem	waseem	PROPN
esrj-116670	50	19	&	&	CCONJ
esrj-116670	50	20	khayyam	khayyam	PROPN
esrj-116670	50	21	,	,	PUNCT
esrj-116670	50	22	2019	2019	NUM
esrj-116670	50	23	)	)	PUNCT
esrj-116670	50	24	.	.	PUNCT
esrj-116670	51	1	the	the	DET
esrj-116670	51	2	estimation	estimation	NOUN
esrj-116670	51	3	of	of	ADP
esrj-116670	51	4	land	land	NOUN
esrj-116670	51	5	surface	surface	NOUN
esrj-116670	51	6	temperature	temperature	NOUN
esrj-116670	51	7	(	(	PUNCT
esrj-116670	51	8	lst	lst	NOUN
esrj-116670	51	9	)	)	PUNCT
esrj-116670	51	10	is	be	AUX
esrj-116670	51	11	essential	essential	ADJ
esrj-116670	51	12	for	for	ADP
esrj-116670	51	13	diverse	diverse	ADJ
esrj-116670	51	14	applications	application	NOUN
esrj-116670	51	15	as	as	SCONJ
esrj-116670	51	16	it	it	PRON
esrj-116670	51	17	provides	provide	VERB
esrj-116670	51	18	valuable	valuable	ADJ
esrj-116670	51	19	information	information	NOUN
esrj-116670	51	20	about	about	ADP
esrj-116670	51	21	the	the	DET
esrj-116670	51	22	temporal	temporal	ADJ
esrj-116670	51	23	and	and	CCONJ
esrj-116670	51	24	spatial	spatial	ADJ
esrj-116670	51	25	variations	variation	NOUN
esrj-116670	51	26	in	in	ADP
esrj-116670	51	27	surface	surface	NOUN
esrj-116670	51	28	thermal	thermal	ADJ
esrj-116670	51	29	equilibrium	equilibrium	NOUN
esrj-116670	51	30	(	(	PUNCT
esrj-116670	51	31	li	li	PROPN
esrj-116670	51	32	et	et	PROPN
esrj-116670	51	33	al	al	PROPN
esrj-116670	51	34	.	.	PROPN
esrj-116670	51	35	,	,	PUNCT
esrj-116670	51	36	2014	2014	NUM
esrj-116670	51	37	)	)	PUNCT
esrj-116670	51	38	.	.	PUNCT
esrj-116670	52	1	according	accord	VERB
esrj-116670	52	2	to	to	ADP
esrj-116670	52	3	benelli	benelli	PROPN
esrj-116670	52	4	et	et	PROPN
esrj-116670	52	5	al	al	PROPN
esrj-116670	52	6	.	.	PROPN
esrj-116670	52	7	,(2012	,(2012	PROPN
esrj-116670	52	8	)	)	PUNCT
esrj-116670	52	9	,	,	PUNCT
esrj-116670	52	10	lst	lst	VERB
esrj-116670	52	11	finds	find	VERB
esrj-116670	52	12	utility	utility	NOUN
esrj-116670	52	13	across	across	ADP
esrj-116670	52	14	various	various	ADJ
esrj-116670	52	15	domains	domain	NOUN
esrj-116670	52	16	such	such	ADJ
esrj-116670	52	17	as	as	ADP
esrj-116670	52	18	evapotranspiration	evapotranspiration	NOUN
esrj-116670	52	19	,	,	PUNCT
esrj-116670	52	20	climate	climate	NOUN
esrj-116670	52	21	change	change	NOUN
esrj-116670	52	22	analysis	analysis	NOUN
esrj-116670	52	23	,	,	PUNCT
esrj-116670	52	24	hydrological	hydrological	ADJ
esrj-116670	52	25	processes	process	NOUN
esrj-116670	52	26	,	,	PUNCT
esrj-116670	52	27	vegetation	vegetation	NOUN
esrj-116670	52	28	surveillance	surveillance	NOUN
esrj-116670	52	29	,	,	PUNCT
esrj-116670	52	30	urban	urban	ADJ
esrj-116670	52	31	climate	climate	NOUN
esrj-116670	52	32	assessment	assessment	NOUN
esrj-116670	52	33	,	,	PUNCT
esrj-116670	52	34	and	and	CCONJ
esrj-116670	52	35	environmental	environmental	PROPN
esrj-116670	52	36	research(yaseen	research(yaseen	PROPN
esrj-116670	52	37	&	&	CCONJ
esrj-116670	52	38	khan	khan	PROPN
esrj-116670	52	39	,	,	PUNCT
esrj-116670	52	40	2022	2022	NUM
esrj-116670	52	41	)	)	PUNCT
esrj-116670	52	42	.	.	PUNCT
esrj-116670	53	1	nasa	nasa	PROPN
esrj-116670	53	2	and	and	CCONJ
esrj-116670	53	3	the	the	DET
esrj-116670	53	4	united	united	PROPN
esrj-116670	53	5	states	states	PROPN
esrj-116670	53	6	geological	geological	ADJ
esrj-116670	53	7	survey	survey	NOUN
esrj-116670	53	8	(	(	PUNCT
esrj-116670	53	9	usgs	usgs	PROPN
esrj-116670	53	10	)	)	PUNCT
esrj-116670	53	11	collaborate	collaborate	VERB
esrj-116670	53	12	on	on	ADP
esrj-116670	53	13	this	this	DET
esrj-116670	53	14	initiative	initiative	NOUN
esrj-116670	53	15	,	,	PUNCT
esrj-116670	53	16	formerly	formerly	ADV
esrj-116670	53	17	referred	refer	VERB
esrj-116670	53	18	to	to	ADP
esrj-116670	53	19	as	as	ADP
esrj-116670	53	20	the	the	DET
esrj-116670	53	21	landsat	landsat	PROPN
esrj-116670	53	22	data	data	PROPN
esrj-116670	53	23	continuity	continuity	NOUN
esrj-116670	53	24	mission	mission	NOUN
esrj-116670	53	25	.	.	PUNCT
esrj-116670	54	1	pakistan	pakistan	PROPN
esrj-116670	54	2	,	,	PUNCT
esrj-116670	54	3	a	a	DET
esrj-116670	54	4	developing	develop	VERB
esrj-116670	54	5	nation	nation	NOUN
esrj-116670	54	6	,	,	PUNCT
esrj-116670	54	7	is	be	AUX
esrj-116670	54	8	experiencing	experience	VERB
esrj-116670	54	9	a	a	DET
esrj-116670	54	10	rapid	rapid	ADJ
esrj-116670	54	11	surge	surge	NOUN
esrj-116670	54	12	in	in	ADP
esrj-116670	54	13	urbanization	urbanization	NOUN
esrj-116670	54	14	,	,	PUNCT
esrj-116670	54	15	bringing	bring	VERB
esrj-116670	54	16	significant	significant	ADJ
esrj-116670	54	17	advantages	advantage	NOUN
esrj-116670	54	18	to	to	ADP
esrj-116670	54	19	its	its	PRON
esrj-116670	54	20	citizens	citizen	NOUN
esrj-116670	54	21	.	.	PUNCT
esrj-116670	55	1	however	however	ADV
esrj-116670	55	2	,	,	PUNCT
esrj-116670	55	3	if	if	SCONJ
esrj-116670	55	4	left	leave	VERB
esrj-116670	55	5	unchecked	unchecked	ADJ
esrj-116670	55	6	,	,	PUNCT
esrj-116670	55	7	this	this	DET
esrj-116670	55	8	process	process	NOUN
esrj-116670	55	9	can	can	AUX
esrj-116670	55	10	also	also	ADV
esrj-116670	55	11	have	have	VERB
esrj-116670	55	12	adverse	adverse	ADJ
esrj-116670	55	13	impacts	impact	NOUN
esrj-116670	55	14	on	on	ADP
esrj-116670	55	15	the	the	DET
esrj-116670	55	16	environment	environment	NOUN
esrj-116670	55	17	(	(	PUNCT
esrj-116670	55	18	elsayed	elsayed	ADJ
esrj-116670	55	19	,	,	PUNCT
esrj-116670	55	20	2012	2012	NUM
esrj-116670	55	21	)	)	PUNCT
esrj-116670	55	22	.	.	PUNCT
esrj-116670	56	1	as	as	SCONJ
esrj-116670	56	2	highlighted	highlight	VERB
esrj-116670	56	3	by	by	ADP
esrj-116670	56	4	amanollahi	amanollahi	PROPN
esrj-116670	56	5	et	et	PROPN
esrj-116670	56	6	al	al	PROPN
esrj-116670	56	7	.	.	PROPN
esrj-116670	56	8	,(2016	,(2016	PROPN
esrj-116670	56	9	)	)	PUNCT
esrj-116670	56	10	,	,	PUNCT
esrj-116670	56	11	a	a	DET
esrj-116670	56	12	primary	primary	ADJ
esrj-116670	56	13	concern	concern	NOUN
esrj-116670	56	14	associated	associate	VERB
esrj-116670	56	15	with	with	ADP
esrj-116670	56	16	urbanization	urbanization	NOUN
esrj-116670	56	17	is	be	AUX
esrj-116670	56	18	the	the	DET
esrj-116670	56	19	elevation	elevation	NOUN
esrj-116670	56	20	of	of	ADP
esrj-116670	56	21	ambient	ambient	ADJ
esrj-116670	56	22	temperature	temperature	NOUN
esrj-116670	56	23	,	,	PUNCT
esrj-116670	56	24	resulting	result	VERB
esrj-116670	56	25	in	in	ADP
esrj-116670	56	26	the	the	DET
esrj-116670	56	27	urban	urban	ADJ
esrj-116670	56	28	heat	heat	NOUN
esrj-116670	56	29	island	island	NOUN
esrj-116670	56	30	(	(	PUNCT
esrj-116670	56	31	uhi	uhi	NOUN
esrj-116670	56	32	)	)	PUNCT
esrj-116670	56	33	effect	effect	NOUN
esrj-116670	56	34	and	and	CCONJ
esrj-116670	56	35	deterioration	deterioration	NOUN
esrj-116670	56	36	of	of	ADP
esrj-116670	56	37	the	the	DET
esrj-116670	56	38	urban	urban	ADJ
esrj-116670	56	39	environmental	environmental	ADJ
esrj-116670	56	40	quality	quality	NOUN
esrj-116670	56	41	.	.	PUNCT
esrj-116670	57	1	consequently	consequently	ADV
esrj-116670	57	2	,	,	PUNCT
esrj-116670	57	3	scholars	scholar	NOUN
esrj-116670	57	4	have	have	AUX
esrj-116670	57	5	suggested	suggest	VERB
esrj-116670	57	6	in	in	ADP
esrj-116670	57	7	numerous	numerous	ADJ
esrj-116670	57	8	studies	study	NOUN
esrj-116670	57	9	the	the	DET
esrj-116670	57	10	incorporation	incorporation	NOUN
esrj-116670	57	11	of	of	ADP
esrj-116670	57	12	urban	urban	ADJ
esrj-116670	57	13	climate	climate	NOUN
esrj-116670	57	14	considerations	consideration	NOUN
esrj-116670	57	15	into	into	ADP
esrj-116670	57	16	development	development	NOUN
esrj-116670	57	17	and	and	CCONJ
esrj-116670	57	18	planning	planning	NOUN
esrj-116670	57	19	efforts	effort	NOUN
esrj-116670	57	20	(	(	PUNCT
esrj-116670	57	21	raghavan	raghavan	PROPN
esrj-116670	57	22	et	et	PROPN
esrj-116670	57	23	al	al	PROPN
esrj-116670	57	24	.	.	PROPN
esrj-116670	57	25	,	,	PUNCT
esrj-116670	57	26	2015	2015	NUM
esrj-116670	57	27	)	)	PUNCT
esrj-116670	57	28	.	.	PUNCT
esrj-116670	58	1	this	this	DET
esrj-116670	58	2	study	study	NOUN
esrj-116670	58	3	delves	delve	VERB
esrj-116670	58	4	into	into	ADP
esrj-116670	58	5	the	the	DET
esrj-116670	58	6	evolving	evolve	VERB
esrj-116670	58	7	landscape	landscape	NOUN
esrj-116670	58	8	of	of	ADP
esrj-116670	58	9	urbanization	urbanization	NOUN
esrj-116670	58	10	over	over	ADP
esrj-116670	58	11	time	time	NOUN
esrj-116670	58	12	and	and	CCONJ
esrj-116670	58	13	its	its	PRON
esrj-116670	58	14	potential	potential	ADJ
esrj-116670	58	15	implications	implication	NOUN
esrj-116670	58	16	for	for	ADP
esrj-116670	58	17	the	the	DET
esrj-116670	58	18	human	human	ADJ
esrj-116670	58	19	lifecycle	lifecycle	NOUN
esrj-116670	58	20	.	.	PUNCT
esrj-116670	59	1	population	population	NOUN
esrj-116670	59	2	growth	growth	NOUN
esrj-116670	59	3	has	have	AUX
esrj-116670	59	4	exacerbated	exacerbate	VERB
esrj-116670	59	5	global	global	ADJ
esrj-116670	59	6	warming	warming	NOUN
esrj-116670	59	7	,	,	PUNCT
esrj-116670	59	8	with	with	ADP
esrj-116670	59	9	pakistan	pakistan	PROPN
esrj-116670	59	10	being	be	AUX
esrj-116670	59	11	especially	especially	ADV
esrj-116670	59	12	susceptible	susceptible	ADJ
esrj-116670	59	13	to	to	ADP
esrj-116670	59	14	extreme	extreme	ADJ
esrj-116670	59	15	weather	weather	NOUN
esrj-116670	59	16	events	event	NOUN
esrj-116670	59	17	.	.	PUNCT
esrj-116670	60	1	consequently	consequently	ADV
esrj-116670	60	2	,	,	PUNCT
esrj-116670	60	3	this	this	DET
esrj-116670	60	4	research	research	NOUN
esrj-116670	60	5	elucidates	elucidate	VERB
esrj-116670	60	6	the	the	DET
esrj-116670	60	7	noteworthy	noteworthy	ADJ
esrj-116670	60	8	transformations	transformation	NOUN
esrj-116670	60	9	occurring	occur	VERB
esrj-116670	60	10	over	over	ADP
esrj-116670	60	11	time	time	NOUN
esrj-116670	60	12	(	(	PUNCT
esrj-116670	60	13	saleem	saleem	PROPN
esrj-116670	60	14	et	et	PROPN
esrj-116670	60	15	al	al	PROPN
esrj-116670	60	16	.	.	PROPN
esrj-116670	60	17	,	,	PUNCT
esrj-116670	60	18	2020	2020	NUM
esrj-116670	60	19	)	)	PUNCT
esrj-116670	60	20	.	.	PUNCT
esrj-116670	61	1	methods	method	NOUN
esrj-116670	61	2	for	for	ADP
esrj-116670	61	3	measuring	measure	VERB
esrj-116670	61	4	the	the	DET
esrj-116670	61	5	urban	urban	ADJ
esrj-116670	61	6	thermal	thermal	ADJ
esrj-116670	61	7	environment	environment	NOUN
esrj-116670	61	8	include	include	VERB
esrj-116670	61	9	remote	remote	ADJ
esrj-116670	61	10	radiant	radiant	ADJ
esrj-116670	61	11	temperature	temperature	NOUN
esrj-116670	61	12	measurement	measurement	NOUN
esrj-116670	61	13	from	from	ADP
esrj-116670	61	14	airborne	airborne	ADJ
esrj-116670	61	15	and	and	CCONJ
esrj-116670	61	16	spaceborne	spaceborne	ADJ
esrj-116670	61	17	platforms	platform	NOUN
esrj-116670	61	18	,	,	PUNCT
esrj-116670	61	19	mobile	mobile	ADJ
esrj-116670	61	20	sampling	sampling	NOUN
esrj-116670	61	21	of	of	ADP
esrj-116670	61	22	air	air	NOUN
esrj-116670	61	23	and	and	CCONJ
esrj-116670	61	24	surface	surface	NOUN
esrj-116670	61	25	kinetic	kinetic	ADJ
esrj-116670	61	26	temperature	temperature	NOUN
esrj-116670	61	27	from	from	ADP
esrj-116670	61	28	ground	ground	NOUN
esrj-116670	61	29	and	and	CCONJ
esrj-116670	61	30	airborne	airborne	ADJ
esrj-116670	61	31	vehicles	vehicle	NOUN
esrj-116670	61	32	,	,	PUNCT
esrj-116670	61	33	and	and	CCONJ
esrj-116670	61	34	sampling	sample	VERB
esrj-116670	61	35	of	of	ADP
esrj-116670	61	36	air	air	NOUN
esrj-116670	61	37	and	and	CCONJ
esrj-116670	61	38	surface	surface	NOUN
esrj-116670	61	39	kinetic	kinetic	ADJ
esrj-116670	61	40	temperature	temperature	NOUN
esrj-116670	61	41	at	at	ADP
esrj-116670	61	42	fixed	fix	VERB
esrj-116670	61	43	locations	location	NOUN
esrj-116670	61	44	.	.	PUNCT
esrj-116670	62	1	to	to	PART
esrj-116670	62	2	estimate	estimate	VERB
esrj-116670	62	3	radiant	radiant	ADJ
esrj-116670	62	4	temperature	temperature	NOUN
esrj-116670	62	5	,	,	PUNCT
esrj-116670	62	6	at	at	ADP
esrj-116670	62	7	least	least	ADJ
esrj-116670	62	8	,	,	PUNCT
esrj-116670	62	9	remote	remote	ADJ
esrj-116670	62	10	sensing	sensing	NOUN
esrj-116670	62	11	has	have	VERB
esrj-116670	62	12	the	the	DET
esrj-116670	62	13	greatest	great	ADJ
esrj-116670	62	14	synoptic	synoptic	ADJ
esrj-116670	62	15	capabilities	capability	NOUN
esrj-116670	62	16	due	due	ADP
esrj-116670	62	17	to	to	ADP
esrj-116670	62	18	its	its	PRON
esrj-116670	62	19	nearly	nearly	ADV
esrj-116670	62	20	immediate	immediate	ADJ
esrj-116670	62	21	collection	collection	NOUN
esrj-116670	62	22	of	of	ADP
esrj-116670	62	23	several	several	ADJ
esrj-116670	62	24	samples	sample	NOUN
esrj-116670	62	25	over	over	ADP
esrj-116670	62	26	a	a	DET
esrj-116670	62	27	large	large	ADJ
esrj-116670	62	28	area	area	NOUN
esrj-116670	62	29	.	.	PUNCT
esrj-116670	63	1	remote	remote	ADJ
esrj-116670	63	2	sensing	sensing	NOUN
esrj-116670	63	3	has	have	VERB
esrj-116670	63	4	the	the	DET
esrj-116670	63	5	most	most	ADV
esrj-116670	63	6	synoptic	synoptic	ADJ
esrj-116670	63	7	capabilities	capability	NOUN
esrj-116670	63	8	,	,	PUNCT
esrj-116670	63	9	at	at	ADP
esrj-116670	63	10	least	least	ADJ
esrj-116670	63	11	for	for	ADP
esrj-116670	63	12	radiant	radiant	ADJ
esrj-116670	63	13	temperature	temperature	NOUN
esrj-116670	63	14	measurement	measurement	NOUN
esrj-116670	63	15	.	.	PUNCT
esrj-116670	64	1	for	for	ADP
esrj-116670	64	2	obtaining	obtain	VERB
esrj-116670	64	3	a	a	DET
esrj-116670	64	4	general	general	ADJ
esrj-116670	64	5	understanding	understanding	NOUN
esrj-116670	64	6	of	of	ADP
esrj-116670	64	7	thermal	thermal	ADJ
esrj-116670	64	8	fluctuations	fluctuation	NOUN
esrj-116670	64	9	in	in	ADP
esrj-116670	64	10	an	an	DET
esrj-116670	64	11	urban	urban	ADJ
esrj-116670	64	12	ecosystem	ecosystem	NOUN
esrj-116670	64	13	,	,	PUNCT
esrj-116670	64	14	it	it	PRON
esrj-116670	64	15	can	can	AUX
esrj-116670	64	16	still	still	ADV
esrj-116670	64	17	be	be	AUX
esrj-116670	64	18	a	a	DET
esrj-116670	64	19	helpful	helpful	ADJ
esrj-116670	64	20	.	.	PUNCT
esrj-116670	65	1	it	it	PRON
esrj-116670	65	2	can	can	AUX
esrj-116670	65	3	still	still	ADV
esrj-116670	65	4	be	be	AUX
esrj-116670	65	5	a	a	DET
esrj-116670	65	6	helpful	helpful	ADJ
esrj-116670	65	7	tool	tool	NOUN
esrj-116670	65	8	for	for	ADP
esrj-116670	65	9	understanding	understand	VERB
esrj-116670	65	10	how	how	SCONJ
esrj-116670	65	11	temperatures	temperature	NOUN
esrj-116670	65	12	vary	vary	VERB
esrj-116670	65	13	in	in	ADP
esrj-116670	65	14	an	an	DET
esrj-116670	65	15	urban	urban	ADJ
esrj-116670	65	16	setting	setting	NOUN
esrj-116670	65	17	(	(	PUNCT
esrj-116670	65	18	w.	w.	PROPN
esrj-116670	65	19	yue	yue	PROPN
esrj-116670	65	20	,	,	PUNCT
esrj-116670	65	21	2007	2007	NUM
esrj-116670	65	22	)	)	PUNCT
esrj-116670	65	23	.	.	PUNCT
esrj-116670	66	1	in	in	ADP
esrj-116670	66	2	the	the	DET
esrj-116670	66	3	recent	recent	ADJ
esrj-116670	66	4	past	past	NOUN
esrj-116670	66	5	various	various	ADJ
esrj-116670	66	6	studies	study	NOUN
esrj-116670	66	7	have	have	AUX
esrj-116670	66	8	been	be	AUX
esrj-116670	66	9	done	do	VERB
esrj-116670	66	10	to	to	PART
esrj-116670	66	11	evaluate	evaluate	VERB
esrj-116670	66	12	the	the	DET
esrj-116670	66	13	importance	importance	NOUN
esrj-116670	66	14	of	of	ADP
esrj-116670	66	15	land	land	NOUN
esrj-116670	66	16	surface	surface	NOUN
esrj-116670	66	17	temperature	temperature	NOUN
esrj-116670	66	18	(	(	PUNCT
esrj-116670	66	19	lst	lst	NOUN
esrj-116670	66	20	)	)	PUNCT
esrj-116670	66	21	in	in	ADP
esrj-116670	66	22	understanding	understand	VERB
esrj-116670	66	23	global	global	ADJ
esrj-116670	66	24	energy	energy	NOUN
esrj-116670	66	25	and	and	CCONJ
esrj-116670	66	26	water	water	NOUN
esrj-116670	66	27	balance	balance	NOUN
esrj-116670	66	28	processes	process	NOUN
esrj-116670	66	29	has	have	AUX
esrj-116670	66	30	been	be	AUX
esrj-116670	66	31	recognized	recognize	VERB
esrj-116670	66	32	by	by	ADP
esrj-116670	66	33	the	the	DET
esrj-116670	66	34	remote	remote	ADJ
esrj-116670	66	35	sensing	sense	VERB
esrj-116670	66	36	industry	industry	NOUN
esrj-116670	66	37	according	accord	VERB
esrj-116670	66	38	to	to	ADP
esrj-116670	66	39	yaseen	yaseen	PROPN
esrj-116670	66	40	&	&	CCONJ
esrj-116670	66	41	khan	khan	PROPN
esrj-116670	66	42	(	(	PUNCT
esrj-116670	66	43	2022	2022	NUM
esrj-116670	66	44	)	)	PUNCT
esrj-116670	66	45	.	.	PUNCT
esrj-116670	67	1	according	accord	VERB
esrj-116670	67	2	to	to	ADP
esrj-116670	67	3	jiménez	jiménez	PROPN
esrj-116670	67	4	-	-	PUNCT
esrj-116670	67	5	muñoz	muñoz	PROPN
esrj-116670	67	6	et	et	PROPN
esrj-116670	67	7	al	al	PROPN
esrj-116670	67	8	.	.	PROPN
esrj-116670	67	9	,(2014	,(2014	PROPN
esrj-116670	67	10	)	)	PUNCT
esrj-116670	67	11	monitoring	monitor	VERB
esrj-116670	67	12	lst	lst	NOUN
esrj-116670	67	13	and	and	CCONJ
esrj-116670	67	14	its	its	PRON
esrj-116670	67	15	correlation	correlation	NOUN
esrj-116670	67	16	with	with	ADP
esrj-116670	67	17	the	the	DET
esrj-116670	67	18	normalized	normalize	VERB
esrj-116670	67	19	difference	difference	NOUN
esrj-116670	67	20	vegetation	vegetation	NOUN
esrj-116670	67	21	index	index	NOUN
esrj-116670	67	22	(	(	PUNCT
esrj-116670	67	23	ndvi	ndvi	NOUN
esrj-116670	67	24	)	)	PUNCT
esrj-116670	67	25	is	be	AUX
esrj-116670	67	26	crucial	crucial	ADJ
esrj-116670	67	27	for	for	ADP
esrj-116670	67	28	understanding	understand	VERB
esrj-116670	67	29	land	land	NOUN
esrj-116670	67	30	cover	cover	NOUN
esrj-116670	67	31	changes	change	NOUN
esrj-116670	67	32	and	and	CCONJ
esrj-116670	67	33	their	their	PRON
esrj-116670	67	34	environmental	environmental	ADJ
esrj-116670	67	35	impacts	impact	NOUN
esrj-116670	67	36	.	.	PUNCT
esrj-116670	68	1	lst	lst	PROPN
esrj-116670	68	2	,	,	PUNCT
esrj-116670	68	3	a	a	DET
esrj-116670	68	4	key	key	ADJ
esrj-116670	68	5	indicator	indicator	NOUN
esrj-116670	68	6	in	in	ADP
esrj-116670	68	7	physics	physics	NOUN
esrj-116670	68	8	,	,	PUNCT
esrj-116670	68	9	affects	affect	VERB
esrj-116670	68	10	various	various	ADJ
esrj-116670	68	11	fields	field	NOUN
esrj-116670	68	12	such	such	ADJ
esrj-116670	68	13	as	as	ADP
esrj-116670	68	14	hydrology	hydrology	NOUN
esrj-116670	68	15	,	,	PUNCT
esrj-116670	68	16	ecology	ecology	NOUN
esrj-116670	68	17	,	,	PUNCT
esrj-116670	68	18	agriculture	agriculture	NOUN
esrj-116670	68	19	,	,	PUNCT
esrj-116670	68	20	and	and	CCONJ
esrj-116670	68	21	global	global	ADJ
esrj-116670	68	22	change	change	NOUN
esrj-116670	68	23	studies	study	NOUN
esrj-116670	68	24	(	(	PUNCT
esrj-116670	68	25	jiménezmuñoz	jiménezmuñoz	PROPN
esrj-116670	68	26	et	et	PROPN
esrj-116670	68	27	al	al	PROPN
esrj-116670	68	28	.	.	PROPN
esrj-116670	68	29	,	,	PUNCT
esrj-116670	68	30	2014	2014	NUM
esrj-116670	68	31	)	)	PUNCT
esrj-116670	68	32	.	.	PUNCT
esrj-116670	69	1	its	its	PRON
esrj-116670	69	2	rise	rise	NOUN
esrj-116670	69	3	can	can	AUX
esrj-116670	69	4	lead	lead	VERB
esrj-116670	69	5	to	to	ADP
esrj-116670	69	6	significant	significant	ADJ
esrj-116670	69	7	environmental	environmental	ADJ
esrj-116670	69	8	imbalances	imbalance	NOUN
esrj-116670	69	9	,	,	PUNCT
esrj-116670	69	10	including	include	VERB
esrj-116670	69	11	melting	melt	VERB
esrj-116670	69	12	ice	ice	NOUN
esrj-116670	69	13	caps	cap	NOUN
esrj-116670	69	14	and	and	CCONJ
esrj-116670	69	15	disruptions	disruption	NOUN
esrj-116670	69	16	to	to	ADP
esrj-116670	69	17	crop	crop	NOUN
esrj-116670	69	18	calendars	calendar	NOUN
esrj-116670	69	19	and	and	CCONJ
esrj-116670	69	20	climatic	climatic	ADJ
esrj-116670	69	21	conditions	condition	NOUN
esrj-116670	69	22	,	,	PUNCT
esrj-116670	69	23	particularly	particularly	ADV
esrj-116670	69	24	in	in	ADP
esrj-116670	69	25	monsoon	monsoon	NOUN
esrj-116670	69	26	regions	region	NOUN
esrj-116670	69	27	.	.	PUNCT
esrj-116670	70	1	thermal	thermal	ADJ
esrj-116670	70	2	infrared	infrared	ADJ
esrj-116670	70	3	remote	remote	ADJ
esrj-116670	70	4	sensing	sense	VERB
esrj-116670	70	5	technology	technology	NOUN
esrj-116670	70	6	has	have	AUX
esrj-116670	70	7	become	become	VERB
esrj-116670	70	8	vital	vital	ADJ
esrj-116670	70	9	for	for	ADP
esrj-116670	70	10	studying	study	VERB
esrj-116670	70	11	land	land	NOUN
esrj-116670	70	12	surface	surface	NOUN
esrj-116670	70	13	thermal	thermal	ADJ
esrj-116670	70	14	characteristics	characteristic	NOUN
esrj-116670	70	15	.	.	PUNCT
esrj-116670	71	1	landsat	landsat	PROPN
esrj-116670	71	2	satellites	satellite	NOUN
esrj-116670	71	3	have	have	AUX
esrj-116670	71	4	provided	provide	VERB
esrj-116670	71	5	valuable	valuable	ADJ
esrj-116670	71	6	thermal	thermal	ADJ
esrj-116670	71	7	data	datum	NOUN
esrj-116670	71	8	since	since	SCONJ
esrj-116670	71	9	1978	1978	NUM
esrj-116670	71	10	,	,	PUNCT
esrj-116670	71	11	allowing	allow	VERB
esrj-116670	71	12	for	for	ADP
esrj-116670	71	13	the	the	DET
esrj-116670	71	14	computation	computation	NOUN
esrj-116670	71	15	of	of	ADP
esrj-116670	71	16	lst	lst	NOUN
esrj-116670	71	17	using	use	VERB
esrj-116670	71	18	different	different	ADJ
esrj-116670	71	19	sensors	sensor	NOUN
esrj-116670	71	20	(	(	PUNCT
esrj-116670	71	21	zhang	zhang	X
esrj-116670	71	22	et	et	PROPN
esrj-116670	71	23	al	al	PROPN
esrj-116670	71	24	.	.	PROPN
esrj-116670	71	25	,	,	PUNCT
esrj-116670	71	26	2023	2023	NUM
esrj-116670	71	27	)	)	PUNCT
esrj-116670	71	28	.	.	PUNCT
esrj-116670	72	1	rajeshwari	rajeshwari	PROPN
esrj-116670	72	2	&	&	CCONJ
esrj-116670	72	3	mani	mani	PROPN
esrj-116670	72	4	(	(	PUNCT
esrj-116670	72	5	2014	2014	NUM
esrj-116670	72	6	)	)	PUNCT
esrj-116670	72	7	conducted	conduct	VERB
esrj-116670	72	8	a	a	DET
esrj-116670	72	9	study	study	NOUN
esrj-116670	72	10	that	that	SCONJ
esrj-116670	72	11	integrated	integrate	VERB
esrj-116670	72	12	aster	aster	NOUN
esrj-116670	72	13	and	and	CCONJ
esrj-116670	72	14	modis	modis	PROPN
esrj-116670	72	15	data	datum	NOUN
esrj-116670	72	16	,	,	PUNCT
esrj-116670	72	17	specifically	specifically	ADV
esrj-116670	72	18	bands	band	NOUN
esrj-116670	72	19	31	31	NUM
esrj-116670	72	20	and	and	CCONJ
esrj-116670	72	21	32	32	NUM
esrj-116670	72	22	,	,	PUNCT
esrj-116670	72	23	to	to	PART
esrj-116670	72	24	generate	generate	VERB
esrj-116670	72	25	land	land	NOUN
esrj-116670	72	26	surface	surface	NOUN
esrj-116670	72	27	temperature	temperature	NOUN
esrj-116670	72	28	(	(	PUNCT
esrj-116670	72	29	lst	lst	NOUN
esrj-116670	72	30	)	)	PUNCT
esrj-116670	72	31	.	.	PUNCT
esrj-116670	73	1	emissivity	emissivity	NOUN
esrj-116670	73	2	computation	computation	NOUN
esrj-116670	73	3	involved	involve	VERB
esrj-116670	73	4	the	the	DET
esrj-116670	73	5	use	use	NOUN
esrj-116670	73	6	of	of	ADP
esrj-116670	73	7	ndvi	ndvi	NOUN
esrj-116670	73	8	and	and	CCONJ
esrj-116670	73	9	a	a	DET
esrj-116670	73	10	supervised	supervised	ADJ
esrj-116670	73	11	classification	classification	NOUN
esrj-116670	73	12	method	method	NOUN
esrj-116670	73	13	for	for	ADP
esrj-116670	73	14	land	land	NOUN
esrj-116670	73	15	use	use	NOUN
esrj-116670	73	16	and	and	CCONJ
esrj-116670	73	17	land	land	NOUN
esrj-116670	73	18	cover	cover	NOUN
esrj-116670	73	19	.	.	PUNCT
esrj-116670	74	1	the	the	DET
esrj-116670	74	2	comparison	comparison	NOUN
esrj-116670	74	3	with	with	ADP
esrj-116670	74	4	in	in	ADP
esrj-116670	74	5	situ	situ	ADJ
esrj-116670	74	6	data	datum	NOUN
esrj-116670	74	7	revealed	reveal	VERB
esrj-116670	74	8	a	a	DET
esrj-116670	74	9	positive	positive	ADJ
esrj-116670	74	10	correlation	correlation	NOUN
esrj-116670	74	11	between	between	ADP
esrj-116670	74	12	lst	lst	NOUN
esrj-116670	74	13	and	and	CCONJ
esrj-116670	74	14	ndvi	ndvi	NOUN
esrj-116670	74	15	,	,	PUNCT
esrj-116670	74	16	as	as	ADV
esrj-116670	74	17	well	well	ADV
esrj-116670	74	18	as	as	ADP
esrj-116670	74	19	the	the	DET
esrj-116670	74	20	land	land	NOUN
esrj-116670	74	21	use	use	NOUN
esrj-116670	74	22	/	/	SYM
esrj-116670	74	23	land	land	NOUN
esrj-116670	74	24	cover	cover	NOUN
esrj-116670	74	25	technique	technique	NOUN
esrj-116670	74	26	.	.	PUNCT
esrj-116670	75	1	the	the	DET
esrj-116670	75	2	research	research	NOUN
esrj-116670	75	3	conducted	conduct	VERB
esrj-116670	75	4	by	by	ADP
esrj-116670	75	5	strahler	strahler	NOUN
esrj-116670	75	6	&	&	CCONJ
esrj-116670	75	7	strahler	strahler	PROPN
esrj-116670	75	8	(	(	PUNCT
esrj-116670	75	9	2013	2013	NUM
esrj-116670	75	10	)	)	PUNCT
esrj-116670	75	11	suggested	suggest	VERB
esrj-116670	75	12	that	that	SCONJ
esrj-116670	75	13	the	the	DET
esrj-116670	75	14	forward	forward	ADJ
esrj-116670	75	15	model	model	NOUN
esrj-116670	75	16	utilized	utilize	VERB
esrj-116670	75	17	a	a	DET
esrj-116670	75	18	representative	representative	ADJ
esrj-116670	75	19	sample	sample	NOUN
esrj-116670	75	20	of	of	ADP
esrj-116670	75	21	natural	natural	ADJ
esrj-116670	75	22	materials	material	NOUN
esrj-116670	75	23	sourced	source	VERB
esrj-116670	75	24	from	from	ADP
esrj-116670	75	25	the	the	DET
esrj-116670	75	26	modis	modis	PROPN
esrj-116670	75	27	ucsb	ucsb	PROPN
esrj-116670	75	28	emissivity	emissivity	PROPN
esrj-116670	75	29	database	database	NOUN
esrj-116670	75	30	,	,	PUNCT
esrj-116670	75	31	containing	contain	VERB
esrj-116670	75	32	113	113	NUM
esrj-116670	75	33	distinct	distinct	ADJ
esrj-116670	75	34	spectral	spectral	ADJ
esrj-116670	75	35	emissivity	emissivity	NOUN
esrj-116670	75	36	values	value	NOUN
esrj-116670	75	37	between	between	ADP
esrj-116670	75	38	8	8	NUM
esrj-116670	75	39	and	and	CCONJ
esrj-116670	75	40	14	14	NUM
esrj-116670	75	41	µm	µm	NOUN
esrj-116670	75	42	.	.	PUNCT
esrj-116670	76	1	this	this	DET
esrj-116670	76	2	dataset	dataset	NOUN
esrj-116670	76	3	encompasses	encompass	VERB
esrj-116670	76	4	various	various	ADJ
esrj-116670	76	5	materials	material	NOUN
esrj-116670	76	6	,	,	PUNCT
esrj-116670	76	7	including	include	VERB
esrj-116670	76	8	soils	soil	NOUN
esrj-116670	76	9	,	,	PUNCT
esrj-116670	76	10	minerals	mineral	NOUN
esrj-116670	76	11	,	,	PUNCT
esrj-116670	76	12	plant	plant	NOUN
esrj-116670	76	13	species	specie	NOUN
esrj-116670	76	14	,	,	PUNCT
esrj-116670	76	15	and	and	CCONJ
esrj-116670	76	16	water	water	NOUN
esrj-116670	76	17	types	type	NOUN
esrj-116670	76	18	.	.	PUNCT
esrj-116670	77	1	notably	notably	ADV
esrj-116670	77	2	,	,	PUNCT
esrj-116670	77	3	man	man	NOUN
esrj-116670	77	4	-	-	PUNCT
esrj-116670	77	5	made	make	VERB
esrj-116670	77	6	materials	material	NOUN
esrj-116670	77	7	were	be	AUX
esrj-116670	77	8	excluded	exclude	VERB
esrj-116670	77	9	due	due	ADP
esrj-116670	77	10	to	to	ADP
esrj-116670	77	11	the	the	DET
esrj-116670	77	12	tirs	tirs	NOUN
esrj-116670	77	13	instrument	instrument	NOUN
esrj-116670	77	14	’s	’s	PART
esrj-116670	77	15	spatial	spatial	ADJ
esrj-116670	77	16	resolution	resolution	NOUN
esrj-116670	77	17	and	and	CCONJ
esrj-116670	77	18	focus	focus	VERB
esrj-116670	77	19	on	on	ADP
esrj-116670	77	20	environmental	environmental	ADJ
esrj-116670	77	21	applications	application	NOUN
esrj-116670	77	22	.	.	PUNCT
esrj-116670	78	1	remote	remote	ADJ
esrj-116670	78	2	sensing	sense	VERB
esrj-116670	78	3	imagery	imagery	NOUN
esrj-116670	78	4	enables	enable	VERB
esrj-116670	78	5	the	the	DET
esrj-116670	78	6	creation	creation	NOUN
esrj-116670	78	7	of	of	ADP
esrj-116670	78	8	vegetation	vegetation	NOUN
esrj-116670	78	9	indices	index	NOUN
esrj-116670	78	10	,	,	PUNCT
esrj-116670	78	11	with	with	ADP
esrj-116670	78	12	ndvi	ndvi	NOUN
esrj-116670	78	13	being	be	AUX
esrj-116670	78	14	a	a	DET
esrj-116670	78	15	commonly	commonly	ADV
esrj-116670	78	16	used	use	VERB
esrj-116670	78	17	metric	metric	NOUN
esrj-116670	78	18	for	for	ADP
esrj-116670	78	19	monitoring	monitor	VERB
esrj-116670	78	20	vegetation	vegetation	NOUN
esrj-116670	78	21	and	and	CCONJ
esrj-116670	78	22	estimating	estimate	VERB
esrj-116670	78	23	soil	soil	NOUN
esrj-116670	78	24	moisture	moisture	NOUN
esrj-116670	78	25	in	in	ADP
esrj-116670	78	26	semi	semi	ADJ
esrj-116670	78	27	-	-	ADJ
esrj-116670	78	28	arid	arid	ADJ
esrj-116670	78	29	regions	region	NOUN
esrj-116670	78	30	.	.	PUNCT
esrj-116670	79	1	however	however	ADV
esrj-116670	79	2	,	,	PUNCT
esrj-116670	79	3	it	it	PRON
esrj-116670	79	4	responds	respond	VERB
esrj-116670	79	5	predominantly	predominantly	ADV
esrj-116670	79	6	to	to	ADP
esrj-116670	79	7	the	the	DET
esrj-116670	79	8	red	red	ADJ
esrj-116670	79	9	band	band	NOUN
esrj-116670	79	10	with	with	ADP
esrj-116670	79	11	significant	significant	ADJ
esrj-116670	79	12	absorption	absorption	NOUN
esrj-116670	79	13	(	(	PUNCT
esrj-116670	79	14	strahler	strahler	NOUN
esrj-116670	79	15	&	&	CCONJ
esrj-116670	79	16	strahler	strahler	NOUN
esrj-116670	79	17	,	,	PUNCT
esrj-116670	79	18	2013	2013	NUM
esrj-116670	79	19	)	)	PUNCT
esrj-116670	79	20	.	.	PUNCT
esrj-116670	80	1	simulation	simulation	NOUN
esrj-116670	80	2	data	data	PROPN
esrj-116670	80	3	suggests	suggest	VERB
esrj-116670	80	4	a	a	DET
esrj-116670	80	5	potential	potential	ADJ
esrj-116670	80	6	temperature	temperature	NOUN
esrj-116670	80	7	increase	increase	NOUN
esrj-116670	80	8	of	of	ADP
esrj-116670	80	9	up	up	ADP
esrj-116670	80	10	to	to	PART
esrj-116670	80	11	0.21	0.21	NUM
esrj-116670	80	12	°	°	NOUN
esrj-116670	80	13	c	c	NOUN
esrj-116670	80	14	per	per	ADP
esrj-116670	80	15	year	year	NOUN
esrj-116670	80	16	by	by	ADP
esrj-116670	80	17	2041	2041	NUM
esrj-116670	80	18	,	,	PUNCT
esrj-116670	80	19	as	as	SCONJ
esrj-116670	80	20	observed	observe	VERB
esrj-116670	80	21	by	by	ADP
esrj-116670	80	22	rousta	rousta	PROPN
esrj-116670	80	23	et	et	PROPN
esrj-116670	80	24	al	al	PROPN
esrj-116670	80	25	.	.	PROPN
esrj-116670	80	26	,(2018	,(2018	PROPN
esrj-116670	80	27	)	)	PUNCT
esrj-116670	80	28	.	.	PUNCT
esrj-116670	81	1	over	over	ADP
esrj-116670	81	2	the	the	DET
esrj-116670	81	3	past	past	ADJ
esrj-116670	81	4	27	27	NUM
esrj-116670	81	5	years	year	NOUN
esrj-116670	81	6	,	,	PUNCT
esrj-116670	81	7	lst	lst	INTJ
esrj-116670	81	8	has	have	AUX
esrj-116670	81	9	shown	show	VERB
esrj-116670	81	10	an	an	DET
esrj-116670	81	11	average	average	ADJ
esrj-116670	81	12	increase	increase	NOUN
esrj-116670	81	13	of	of	ADP
esrj-116670	81	14	1.74	1.74	NUM
esrj-116670	81	15	°	°	NOUN
esrj-116670	81	16	c	c	NOUN
esrj-116670	81	17	.	.	PUNCT
esrj-116670	82	1	these	these	DET
esrj-116670	82	2	rising	rise	VERB
esrj-116670	82	3	temperatures	temperature	NOUN
esrj-116670	82	4	,	,	PUNCT
esrj-116670	82	5	attributed	attribute	VERB
esrj-116670	82	6	to	to	ADP
esrj-116670	82	7	global	global	ADJ
esrj-116670	82	8	climate	climate	NOUN
esrj-116670	82	9	change	change	NOUN
esrj-116670	82	10	,	,	PUNCT
esrj-116670	82	11	have	have	VERB
esrj-116670	82	12	implications	implication	NOUN
esrj-116670	82	13	for	for	ADP
esrj-116670	82	14	land	land	NOUN
esrj-116670	82	15	use	use	NOUN
esrj-116670	82	16	,	,	PUNCT
esrj-116670	82	17	vegetation	vegetation	NOUN
esrj-116670	82	18	cover	cover	NOUN
esrj-116670	82	19	,	,	PUNCT
esrj-116670	82	20	and	and	CCONJ
esrj-116670	82	21	water	water	NOUN
esrj-116670	82	22	resources	resource	NOUN
esrj-116670	82	23	,	,	PUNCT
esrj-116670	82	24	contributing	contribute	VERB
esrj-116670	82	25	to	to	ADP
esrj-116670	82	26	various	various	ADJ
esrj-116670	82	27	environmental	environmental	ADJ
esrj-116670	82	28	challenges	challenge	NOUN
esrj-116670	82	29	(	(	PUNCT
esrj-116670	82	30	solangi	solangi	NOUN
esrj-116670	82	31	et	et	PROPN
esrj-116670	82	32	al	al	PROPN
esrj-116670	82	33	.	.	PROPN
esrj-116670	82	34	,	,	PUNCT
esrj-116670	82	35	2019	2019	NUM
esrj-116670	82	36	)	)	PUNCT
esrj-116670	82	37	.	.	PUNCT
esrj-116670	83	1	attri	attri	PROPN
esrj-116670	83	2	et	et	PROPN
esrj-116670	83	3	al	al	PROPN
esrj-116670	83	4	.	.	PROPN
esrj-116670	83	5	,	,	PUNCT
esrj-116670	83	6	(	(	PUNCT
esrj-116670	83	7	2015	2015	NUM
esrj-116670	83	8	)	)	PUNCT
esrj-116670	83	9	emphasizes	emphasize	VERB
esrj-116670	83	10	the	the	DET
esrj-116670	83	11	significance	significance	NOUN
esrj-116670	83	12	of	of	ADP
esrj-116670	83	13	land	land	NOUN
esrj-116670	83	14	in	in	ADP
esrj-116670	83	15	sustaining	sustain	VERB
esrj-116670	83	16	human	human	ADJ
esrj-116670	83	17	life	life	NOUN
esrj-116670	83	18	.	.	PUNCT
esrj-116670	84	1	changes	change	NOUN
esrj-116670	84	2	in	in	ADP
esrj-116670	84	3	land	land	NOUN
esrj-116670	84	4	utilization	utilization	NOUN
esrj-116670	84	5	patterns	pattern	NOUN
esrj-116670	84	6	over	over	ADP
esrj-116670	84	7	time	time	NOUN
esrj-116670	84	8	can	can	AUX
esrj-116670	84	9	lead	lead	VERB
esrj-116670	84	10	to	to	ADP
esrj-116670	84	11	diverse	diverse	VERB
esrj-116670	84	12	environmental	environmental	ADJ
esrj-116670	84	13	consequences	consequence	NOUN
esrj-116670	84	14	,	,	PUNCT
esrj-116670	84	15	impacting	impact	VERB
esrj-116670	84	16	energy	energy	NOUN
esrj-116670	84	17	distribution	distribution	NOUN
esrj-116670	84	18	and	and	CCONJ
esrj-116670	84	19	temperature	temperature	NOUN
esrj-116670	84	20	fluctuations	fluctuation	NOUN
esrj-116670	84	21	.	.	PUNCT
esrj-116670	85	1	land	land	NOUN
esrj-116670	85	2	use	use	NOUN
esrj-116670	85	3	pertains	pertain	NOUN
esrj-116670	85	4	to	to	ADP
esrj-116670	85	5	the	the	DET
esrj-116670	85	6	utilization	utilization	NOUN
esrj-116670	85	7	of	of	ADP
esrj-116670	85	8	land	land	NOUN
esrj-116670	85	9	for	for	ADP
esrj-116670	85	10	various	various	ADJ
esrj-116670	85	11	purposes	purpose	NOUN
esrj-116670	85	12	such	such	ADJ
esrj-116670	85	13	as	as	ADP
esrj-116670	85	14	agriculture	agriculture	NOUN
esrj-116670	85	15	or	or	CCONJ
esrj-116670	85	16	urban	urban	ADJ
esrj-116670	85	17	development	development	NOUN
esrj-116670	85	18	,	,	PUNCT
esrj-116670	85	19	while	while	SCONJ
esrj-116670	85	20	land	land	NOUN
esrj-116670	85	21	cover	cover	NOUN
esrj-116670	85	22	encompasses	encompass	VERB
esrj-116670	85	23	the	the	DET
esrj-116670	85	24	physical	physical	ADJ
esrj-116670	85	25	attributes	attribute	NOUN
esrj-116670	85	26	of	of	ADP
esrj-116670	85	27	the	the	DET
esrj-116670	85	28	area	area	NOUN
esrj-116670	85	29	,	,	PUNCT
esrj-116670	85	30	including	include	VERB
esrj-116670	85	31	forests	forest	NOUN
esrj-116670	85	32	or	or	CCONJ
esrj-116670	85	33	water	water	NOUN
esrj-116670	85	34	bodies	body	NOUN
esrj-116670	85	35	.	.	PUNCT
esrj-116670	86	1	the	the	DET
esrj-116670	86	2	study	study	NOUN
esrj-116670	86	3	conducted	conduct	VERB
esrj-116670	86	4	by	by	ADP
esrj-116670	86	5	gur	gur	PROPN
esrj-116670	86	6	et	et	PROPN
esrj-116670	86	7	al	al	PROPN
esrj-116670	86	8	.	.	PROPN
esrj-116670	86	9	,	,	PUNCT
esrj-116670	86	10	(	(	PUNCT
esrj-116670	86	11	2024	2024	NUM
esrj-116670	86	12	)	)	PUNCT
esrj-116670	86	13	aimed	aim	VERB
esrj-116670	86	14	to	to	PART
esrj-116670	86	15	assess	assess	VERB
esrj-116670	86	16	the	the	DET
esrj-116670	86	17	potential	potential	ADJ
esrj-116670	86	18	impact	impact	NOUN
esrj-116670	86	19	of	of	ADP
esrj-116670	86	20	global	global	ADJ
esrj-116670	86	21	climate	climate	NOUN
esrj-116670	86	22	change	change	NOUN
esrj-116670	86	23	on	on	ADP
esrj-116670	86	24	the	the	DET
esrj-116670	86	25	highland	highland	PROPN
esrj-116670	86	26	areas	area	NOUN
esrj-116670	86	27	of	of	ADP
esrj-116670	86	28	kastamonu	kastamonu	NOUN
esrj-116670	86	29	,	,	PUNCT
esrj-116670	86	30	a	a	DET
esrj-116670	86	31	significant	significant	ADJ
esrj-116670	86	32	province	province	NOUN
esrj-116670	86	33	in	in	ADP
esrj-116670	86	34	turkey	turkey	NOUN
esrj-116670	86	35	known	know	VERB
esrj-116670	86	36	for	for	ADP
esrj-116670	86	37	its	its	PRON
esrj-116670	86	38	numerous	numerous	ADJ
esrj-116670	86	39	and	and	CCONJ
esrj-116670	86	40	varied	varied	ADJ
esrj-116670	86	41	highlands	highland	NOUN
esrj-116670	86	42	.	.	PUNCT
esrj-116670	87	1	the	the	DET
esrj-116670	87	2	investigation	investigation	NOUN
esrj-116670	87	3	focused	focus	VERB
esrj-116670	87	4	on	on	ADP
esrj-116670	87	5	59	59	NUM
esrj-116670	87	6	selected	select	VERB
esrj-116670	87	7	highland	highland	PROPN
esrj-116670	87	8	locations	location	NOUN
esrj-116670	87	9	within	within	ADP
esrj-116670	87	10	the	the	DET
esrj-116670	87	11	region	region	NOUN
esrj-116670	87	12	.	.	PUNCT
esrj-116670	88	1	using	use	VERB
esrj-116670	88	2	the	the	DET
esrj-116670	88	3	de	de	PROPN
esrj-116670	88	4	martonne	martonne	NOUN
esrj-116670	88	5	climate	climate	NOUN
esrj-116670	88	6	classification	classification	NOUN
esrj-116670	88	7	,	,	PUNCT
esrj-116670	88	8	projections	projection	NOUN
esrj-116670	88	9	were	be	AUX
esrj-116670	88	10	made	make	VERB
esrj-116670	88	11	for	for	ADP
esrj-116670	88	12	four	four	NUM
esrj-116670	88	13	future	future	ADJ
esrj-116670	88	14	periods	period	NOUN
esrj-116670	88	15	(	(	PUNCT
esrj-116670	88	16	2040	2040	NUM
esrj-116670	88	17	,	,	PUNCT
esrj-116670	88	18	2060	2060	NUM
esrj-116670	88	19	,	,	PUNCT
esrj-116670	88	20	2080	2080	NUM
esrj-116670	88	21	,	,	PUNCT
esrj-116670	88	22	and	and	CCONJ
esrj-116670	88	23	2100	2100	NUM
esrj-116670	88	24	)	)	PUNCT
esrj-116670	88	25	under	under	ADP
esrj-116670	88	26	two	two	NUM
esrj-116670	88	27	scenarios	scenario	NOUN
esrj-116670	88	28	:	:	PUNCT
esrj-116670	88	29	ssps	ssps	VERB
esrj-116670	88	30	245	245	NUM
esrj-116670	88	31	and	and	CCONJ
esrj-116670	88	32	ssps	ssps	VERB
esrj-116670	88	33	585	585	NUM
esrj-116670	88	34	.	.	PUNCT
esrj-116670	89	1	the	the	DET
esrj-116670	89	2	study	study	NOUN
esrj-116670	89	3	conducted	conduct	VERB
esrj-116670	89	4	by	by	ADP
esrj-116670	89	5	schwaab	schwaab	PROPN
esrj-116670	89	6	et	et	PROPN
esrj-116670	89	7	al	al	PROPN
esrj-116670	89	8	.	.	PROPN
esrj-116670	89	9	,	,	PUNCT
esrj-116670	89	10	(	(	PUNCT
esrj-116670	89	11	2021	2021	NUM
esrj-116670	89	12	)	)	PUNCT
esrj-116670	89	13	suggest	suggest	VERB
esrj-116670	89	14	that	that	SCONJ
esrj-116670	89	15	the	the	DET
esrj-116670	89	16	urban	urban	ADJ
esrj-116670	89	17	trees	tree	NOUN
esrj-116670	89	18	play	play	VERB
esrj-116670	89	19	a	a	DET
esrj-116670	89	20	significant	significant	ADJ
esrj-116670	89	21	role	role	NOUN
esrj-116670	89	22	in	in	ADP
esrj-116670	89	23	influencing	influence	VERB
esrj-116670	89	24	city	city	NOUN
esrj-116670	89	25	temperatures	temperature	NOUN
esrj-116670	89	26	,	,	PUNCT
esrj-116670	89	27	yet	yet	CCONJ
esrj-116670	89	28	their	their	PRON
esrj-116670	89	29	effectiveness	effectiveness	NOUN
esrj-116670	89	30	in	in	ADP
esrj-116670	89	31	mitigating	mitigate	VERB
esrj-116670	89	32	urban	urban	ADJ
esrj-116670	89	33	heat	heat	NOUN
esrj-116670	89	34	remains	remain	VERB
esrj-116670	89	35	understudied	understudied	ADJ
esrj-116670	89	36	,	,	PUNCT
esrj-116670	89	37	especially	especially	ADV
esrj-116670	89	38	in	in	ADP
esrj-116670	89	39	comparison	comparison	NOUN
esrj-116670	89	40	to	to	ADP
esrj-116670	89	41	green	green	ADJ
esrj-116670	89	42	spaces	space	NOUN
esrj-116670	89	43	lacking	lack	VERB
esrj-116670	89	44	trees	tree	NOUN
esrj-116670	89	45	.	.	PUNCT
esrj-116670	90	1	high	high	ADJ
esrj-116670	90	2	-	-	PUNCT
esrj-116670	90	3	resolution	resolution	NOUN
esrj-116670	90	4	satellite	satellite	NOUN
esrj-116670	90	5	data	datum	NOUN
esrj-116670	90	6	from	from	ADP
esrj-116670	90	7	293	293	NUM
esrj-116670	90	8	european	european	ADJ
esrj-116670	90	9	cities	city	NOUN
esrj-116670	90	10	suggest	suggest	VERB
esrj-116670	90	11	that	that	SCONJ
esrj-116670	90	12	urban	urban	ADJ
esrj-116670	90	13	trees	tree	NOUN
esrj-116670	90	14	contribute	contribute	VERB
esrj-116670	90	15	to	to	ADP
esrj-116670	90	16	cooler	cooler	ADJ
esrj-116670	90	17	summer	summer	NOUN
esrj-116670	90	18	temperatures	temperature	NOUN
esrj-116670	90	19	and	and	CCONJ
esrj-116670	90	20	alleviate	alleviate	VERB
esrj-116670	90	21	heat	heat	NOUN
esrj-116670	90	22	stress	stress	NOUN
esrj-116670	90	23	,	,	PUNCT
esrj-116670	90	24	particularly	particularly	ADV
esrj-116670	90	25	in	in	ADP
esrj-116670	90	26	severe	severe	ADJ
esrj-116670	90	27	weather	weather	NOUN
esrj-116670	90	28	conditions	condition	NOUN
esrj-116670	90	29	(	(	PUNCT
esrj-116670	90	30	schwaab	schwaab	NOUN
esrj-116670	90	31	et	et	PROPN
esrj-116670	90	32	al	al	PROPN
esrj-116670	90	33	.	.	PROPN
esrj-116670	90	34	,	,	PUNCT
esrj-116670	90	35	2021	2021	NUM
esrj-116670	90	36	)	)	PUNCT
esrj-116670	90	37	.	.	PUNCT
esrj-116670	91	1	amidst	amidst	ADP
esrj-116670	91	2	global	global	ADJ
esrj-116670	91	3	climate	climate	NOUN
esrj-116670	91	4	change	change	NOUN
esrj-116670	91	5	challenges	challenge	NOUN
esrj-116670	91	6	,	,	PUNCT
esrj-116670	91	7	including	include	VERB
esrj-116670	91	8	the	the	DET
esrj-116670	91	9	rise	rise	NOUN
esrj-116670	91	10	in	in	ADP
esrj-116670	91	11	average	average	ADJ
esrj-116670	91	12	surface	surface	NOUN
esrj-116670	91	13	temperature	temperature	NOUN
esrj-116670	91	14	known	know	VERB
esrj-116670	91	15	as	as	ADP
esrj-116670	91	16	global	global	ADJ
esrj-116670	91	17	warming	warming	NOUN
esrj-116670	91	18	,	,	PUNCT
esrj-116670	91	19	understanding	understanding	NOUN
esrj-116670	91	20	lst	lst	NOUN
esrj-116670	91	21	variations	variation	NOUN
esrj-116670	91	22	is	be	AUX
esrj-116670	91	23	paramount	paramount	ADJ
esrj-116670	91	24	for	for	ADP
esrj-116670	91	25	numerous	numerous	ADJ
esrj-116670	91	26	hydrological	hydrological	ADJ
esrj-116670	91	27	,	,	PUNCT
esrj-116670	91	28	meteorological	meteorological	ADJ
esrj-116670	91	29	,	,	PUNCT
esrj-116670	91	30	and	and	CCONJ
esrj-116670	91	31	climatological	climatological	ADJ
esrj-116670	91	32	https://www.sciencedirect.com/topics/earth-and-planetary-sciences/climate-classification	https://www.sciencedirect.com/topics/earth-and-planetary-sciences/climate-classification	NOUN
esrj-116670	91	33	17monitoring	17monitore	VERB
esrj-116670	91	34	land	land	NOUN
esrj-116670	91	35	surface	surface	NOUN
esrj-116670	91	36	temperature	temperature	NOUN
esrj-116670	91	37	and	and	CCONJ
esrj-116670	91	38	vegetation	vegetation	NOUN
esrj-116670	91	39	dynamics	dynamic	NOUN
esrj-116670	91	40	in	in	ADP
esrj-116670	91	41	response	response	NOUN
esrj-116670	91	42	to	to	ADP
esrj-116670	91	43	land	land	NOUN
esrj-116670	91	44	use	use	NOUN
esrj-116670	91	45	changes	change	NOUN
esrj-116670	91	46	using	use	VERB
esrj-116670	91	47	spatiotemporal	spatiotemporal	ADJ
esrj-116670	91	48	analysis	analysis	NOUN
esrj-116670	91	49	in	in	ADP
esrj-116670	91	50	district	district	NOUN
esrj-116670	91	51	chiniot	chiniot	NOUN
esrj-116670	91	52	,	,	PUNCT
esrj-116670	91	53	punjab	punjab	ADJ
esrj-116670	91	54	pakistan	pakistan	PROPN
esrj-116670	91	55	applications	application	NOUN
esrj-116670	91	56	.	.	PUNCT
esrj-116670	92	1	utilizing	utilize	VERB
esrj-116670	92	2	geographic	geographic	ADJ
esrj-116670	92	3	information	information	NOUN
esrj-116670	92	4	systems	system	NOUN
esrj-116670	92	5	(	(	PUNCT
esrj-116670	92	6	gis	gis	NOUN
esrj-116670	92	7	)	)	PUNCT
esrj-116670	92	8	and	and	CCONJ
esrj-116670	92	9	remote	remote	ADJ
esrj-116670	92	10	sensing	sensing	NOUN
esrj-116670	92	11	(	(	PUNCT
esrj-116670	92	12	rs	rs	NOUN
esrj-116670	92	13	)	)	PUNCT
esrj-116670	92	14	,	,	PUNCT
esrj-116670	92	15	sensors	sensor	NOUN
esrj-116670	92	16	like	like	ADP
esrj-116670	92	17	landsat-8	landsat-8	PROPN
esrj-116670	92	18	,	,	PUNCT
esrj-116670	92	19	modis	modis	PROPN
esrj-116670	92	20	,	,	PUNCT
esrj-116670	92	21	and	and	CCONJ
esrj-116670	92	22	avhrr	avhrr	NOUN
esrj-116670	92	23	provide	provide	VERB
esrj-116670	92	24	valuable	valuable	ADJ
esrj-116670	92	25	data	datum	NOUN
esrj-116670	92	26	for	for	ADP
esrj-116670	92	27	lst	lst	NOUN
esrj-116670	92	28	modeling	modeling	NOUN
esrj-116670	92	29	and	and	CCONJ
esrj-116670	92	30	climate	climate	NOUN
esrj-116670	92	31	analysis	analysis	NOUN
esrj-116670	92	32	(	(	PUNCT
esrj-116670	92	33	solanky	solanky	VERB
esrj-116670	92	34	et	et	PROPN
esrj-116670	92	35	al	al	PROPN
esrj-116670	92	36	.	.	PROPN
esrj-116670	92	37	,	,	PUNCT
esrj-116670	92	38	2018	2018	NUM
esrj-116670	92	39	)	)	PUNCT
esrj-116670	92	40	.	.	PUNCT
esrj-116670	93	1	the	the	DET
esrj-116670	93	2	impact	impact	NOUN
esrj-116670	93	3	of	of	ADP
esrj-116670	93	4	climatic	climatic	ADJ
esrj-116670	93	5	and	and	CCONJ
esrj-116670	93	6	environmental	environmental	ADJ
esrj-116670	93	7	changes	change	NOUN
esrj-116670	93	8	on	on	ADP
esrj-116670	93	9	crop	crop	NOUN
esrj-116670	93	10	health	health	NOUN
esrj-116670	93	11	is	be	AUX
esrj-116670	93	12	evident	evident	ADJ
esrj-116670	93	13	in	in	ADP
esrj-116670	93	14	variations	variation	NOUN
esrj-116670	93	15	in	in	ADP
esrj-116670	93	16	rainfall	rainfall	NOUN
esrj-116670	93	17	,	,	PUNCT
esrj-116670	93	18	increased	increase	VERB
esrj-116670	93	19	heat	heat	NOUN
esrj-116670	93	20	stress	stress	NOUN
esrj-116670	93	21	,	,	PUNCT
esrj-116670	93	22	shifts	shift	NOUN
esrj-116670	93	23	in	in	ADP
esrj-116670	93	24	lst	lst	NOUN
esrj-116670	93	25	,	,	PUNCT
esrj-116670	93	26	and	and	CCONJ
esrj-116670	93	27	population	population	NOUN
esrj-116670	93	28	migration	migration	NOUN
esrj-116670	93	29	from	from	ADP
esrj-116670	93	30	rural	rural	ADJ
esrj-116670	93	31	to	to	ADP
esrj-116670	93	32	urban	urban	ADJ
esrj-116670	93	33	areas	area	NOUN
esrj-116670	93	34	(	(	PUNCT
esrj-116670	93	35	hussain	hussain	PROPN
esrj-116670	93	36	&	&	CCONJ
esrj-116670	93	37	karuppannan	karuppannan	PROPN
esrj-116670	93	38	,	,	PUNCT
esrj-116670	93	39	2023	2023	NUM
esrj-116670	93	40	)	)	PUNCT
esrj-116670	93	41	.	.	PUNCT
esrj-116670	94	1	the	the	DET
esrj-116670	94	2	surge	surge	NOUN
esrj-116670	94	3	in	in	ADP
esrj-116670	94	4	lst	lst	NOUN
esrj-116670	94	5	,	,	PUNCT
esrj-116670	94	6	attributed	attribute	VERB
esrj-116670	94	7	to	to	ADP
esrj-116670	94	8	global	global	ADJ
esrj-116670	94	9	climate	climate	NOUN
esrj-116670	94	10	change	change	NOUN
esrj-116670	94	11	,	,	PUNCT
esrj-116670	94	12	has	have	AUX
esrj-116670	94	13	transformed	transform	VERB
esrj-116670	94	14	land	land	NOUN
esrj-116670	94	15	usage	usage	NOUN
esrj-116670	94	16	,	,	PUNCT
esrj-116670	94	17	vegetated	vegetate	VERB
esrj-116670	94	18	areas	area	NOUN
esrj-116670	94	19	,	,	PUNCT
esrj-116670	94	20	and	and	CCONJ
esrj-116670	94	21	water	water	NOUN
esrj-116670	94	22	resources	resource	NOUN
esrj-116670	94	23	,	,	PUNCT
esrj-116670	94	24	posing	pose	VERB
esrj-116670	94	25	significant	significant	ADJ
esrj-116670	94	26	environmental	environmental	ADJ
esrj-116670	94	27	challenges	challenge	NOUN
esrj-116670	94	28	(	(	PUNCT
esrj-116670	94	29	solangi	solangi	NOUN
esrj-116670	94	30	et	et	PROPN
esrj-116670	94	31	al	al	PROPN
esrj-116670	94	32	.	.	PROPN
esrj-116670	94	33	,	,	PUNCT
esrj-116670	94	34	2019	2019	NUM
esrj-116670	94	35	)	)	PUNCT
esrj-116670	94	36	.	.	PUNCT
esrj-116670	95	1	the	the	DET
esrj-116670	95	2	present	present	ADJ
esrj-116670	95	3	study	study	NOUN
esrj-116670	95	4	aims	aim	VERB
esrj-116670	95	5	to	to	PART
esrj-116670	95	6	explore	explore	VERB
esrj-116670	95	7	the	the	DET
esrj-116670	95	8	relationship	relationship	NOUN
esrj-116670	95	9	between	between	ADP
esrj-116670	95	10	land	land	NOUN
esrj-116670	95	11	surface	surface	NOUN
esrj-116670	95	12	temperature	temperature	NOUN
esrj-116670	95	13	(	(	PUNCT
esrj-116670	95	14	lst	lst	NOUN
esrj-116670	95	15	)	)	PUNCT
esrj-116670	95	16	and	and	CCONJ
esrj-116670	95	17	normalized	normalize	VERB
esrj-116670	95	18	difference	difference	NOUN
esrj-116670	95	19	vegetation	vegetation	NOUN
esrj-116670	95	20	index	index	NOUN
esrj-116670	95	21	(	(	PUNCT
esrj-116670	95	22	ndvi	ndvi	PROPN
esrj-116670	95	23	)	)	PUNCT
esrj-116670	95	24	.	.	PUNCT
esrj-116670	96	1	the	the	DET
esrj-116670	96	2	study	study	NOUN
esrj-116670	96	3	also	also	ADV
esrj-116670	96	4	focused	focus	VERB
esrj-116670	96	5	to	to	PART
esrj-116670	96	6	identify	identify	VERB
esrj-116670	96	7	abrupt	abrupt	ADJ
esrj-116670	96	8	temperature	temperature	NOUN
esrj-116670	96	9	fluctuations	fluctuation	NOUN
esrj-116670	96	10	attributed	attribute	VERB
esrj-116670	96	11	to	to	ADP
esrj-116670	96	12	escalated	escalate	VERB
esrj-116670	96	13	urbanization	urbanization	NOUN
esrj-116670	96	14	in	in	ADP
esrj-116670	96	15	the	the	DET
esrj-116670	96	16	chiniot	chiniot	NOUN
esrj-116670	96	17	district	district	NOUN
esrj-116670	96	18	,	,	PUNCT
esrj-116670	96	19	located	locate	VERB
esrj-116670	96	20	in	in	ADP
esrj-116670	96	21	punjab	punjab	PROPN
esrj-116670	96	22	,	,	PUNCT
esrj-116670	96	23	pakistan	pakistan	PROPN
esrj-116670	96	24	.	.	PUNCT
esrj-116670	97	1	this	this	DET
esrj-116670	97	2	study	study	NOUN
esrj-116670	97	3	also	also	ADV
esrj-116670	97	4	aims	aim	VERB
esrj-116670	97	5	to	to	PART
esrj-116670	97	6	analyze	analyze	VERB
esrj-116670	97	7	the	the	DET
esrj-116670	97	8	impact	impact	NOUN
esrj-116670	97	9	of	of	ADP
esrj-116670	97	10	rising	rise	VERB
esrj-116670	97	11	land	land	NOUN
esrj-116670	97	12	surface	surface	NOUN
esrj-116670	97	13	temperatures	temperature	NOUN
esrj-116670	97	14	on	on	ADP
esrj-116670	97	15	vegetation	vegetation	NOUN
esrj-116670	97	16	,	,	PUNCT
esrj-116670	97	17	addressing	address	VERB
esrj-116670	97	18	challenges	challenge	NOUN
esrj-116670	97	19	such	such	ADJ
esrj-116670	97	20	as	as	ADP
esrj-116670	97	21	ecosystem	ecosystem	NOUN
esrj-116670	97	22	loss	loss	NOUN
esrj-116670	97	23	and	and	CCONJ
esrj-116670	97	24	declining	decline	VERB
esrj-116670	97	25	biodiversity	biodiversity	NOUN
esrj-116670	97	26	amid	amid	ADP
esrj-116670	97	27	global	global	ADJ
esrj-116670	97	28	climate	climate	NOUN
esrj-116670	97	29	warming	warming	NOUN
esrj-116670	97	30	.	.	PUNCT
esrj-116670	98	1	understanding	understand	VERB
esrj-116670	98	2	the	the	DET
esrj-116670	98	3	causes	cause	NOUN
esrj-116670	98	4	and	and	CCONJ
esrj-116670	98	5	effects	effect	NOUN
esrj-116670	98	6	of	of	ADP
esrj-116670	98	7	temperature	temperature	NOUN
esrj-116670	98	8	shifts	shift	NOUN
esrj-116670	98	9	is	be	AUX
esrj-116670	98	10	crucial	crucial	ADJ
esrj-116670	98	11	for	for	ADP
esrj-116670	98	12	devising	devise	VERB
esrj-116670	98	13	effective	effective	ADJ
esrj-116670	98	14	land	land	NOUN
esrj-116670	98	15	management	management	NOUN
esrj-116670	98	16	strategies	strategy	NOUN
esrj-116670	98	17	.	.	PUNCT
esrj-116670	99	1	exploring	explore	VERB
esrj-116670	99	2	land	land	NOUN
esrj-116670	99	3	surface	surface	NOUN
esrj-116670	99	4	temperature	temperature	NOUN
esrj-116670	99	5	dynamics	dynamic	NOUN
esrj-116670	99	6	is	be	AUX
esrj-116670	99	7	essential	essential	ADJ
esrj-116670	99	8	for	for	ADP
esrj-116670	99	9	understanding	understand	VERB
esrj-116670	99	10	spatial	spatial	ADJ
esrj-116670	99	11	and	and	CCONJ
esrj-116670	99	12	temporal	temporal	ADJ
esrj-116670	99	13	variations	variation	NOUN
esrj-116670	99	14	in	in	ADP
esrj-116670	99	15	surface	surface	NOUN
esrj-116670	99	16	equilibrium	equilibrium	NOUN
esrj-116670	99	17	,	,	PUNCT
esrj-116670	99	18	influencing	influence	VERB
esrj-116670	99	19	heat	heat	NOUN
esrj-116670	99	20	and	and	CCONJ
esrj-116670	99	21	water	water	NOUN
esrj-116670	99	22	exchange	exchange	NOUN
esrj-116670	99	23	in	in	ADP
esrj-116670	99	24	the	the	DET
esrj-116670	99	25	weather	weather	NOUN
esrj-116670	99	26	and	and	CCONJ
esrj-116670	99	27	climate	climate	NOUN
esrj-116670	99	28	system	system	NOUN
esrj-116670	99	29	.	.	PUNCT
esrj-116670	100	1	developing	develop	VERB
esrj-116670	100	2	reliable	reliable	ADJ
esrj-116670	100	3	methodologies	methodology	NOUN
esrj-116670	100	4	and	and	CCONJ
esrj-116670	100	5	technologies	technology	NOUN
esrj-116670	100	6	for	for	ADP
esrj-116670	100	7	monitoring	monitor	VERB
esrj-116670	100	8	lst	lst	INTJ
esrj-116670	100	9	data	datum	NOUN
esrj-116670	100	10	is	be	AUX
esrj-116670	100	11	vital	vital	ADJ
esrj-116670	100	12	for	for	ADP
esrj-116670	100	13	various	various	ADJ
esrj-116670	100	14	applications	application	NOUN
esrj-116670	100	15	including	include	VERB
esrj-116670	100	16	weather	weather	NOUN
esrj-116670	100	17	prediction	prediction	NOUN
esrj-116670	100	18	,	,	PUNCT
esrj-116670	100	19	climate	climate	NOUN
esrj-116670	100	20	research	research	NOUN
esrj-116670	100	21	,	,	PUNCT
esrj-116670	100	22	urban	urban	ADJ
esrj-116670	100	23	planning	planning	NOUN
esrj-116670	100	24	,	,	PUNCT
esrj-116670	100	25	agriculture	agriculture	NOUN
esrj-116670	100	26	,	,	PUNCT
esrj-116670	100	27	and	and	CCONJ
esrj-116670	100	28	natural	natural	ADJ
esrj-116670	100	29	resource	resource	NOUN
esrj-116670	100	30	management	management	NOUN
esrj-116670	100	31	.	.	PUNCT
esrj-116670	101	1	2	2	X
esrj-116670	101	2	.	.	X
esrj-116670	101	3	study	study	NOUN
esrj-116670	101	4	area	area	NOUN
esrj-116670	101	5	the	the	DET
esrj-116670	101	6	study	study	NOUN
esrj-116670	101	7	area	area	NOUN
esrj-116670	101	8	is	be	AUX
esrj-116670	101	9	situated	situate	VERB
esrj-116670	101	10	in	in	ADP
esrj-116670	101	11	the	the	DET
esrj-116670	101	12	northwest	northwest	ADJ
esrj-116670	101	13	region	region	NOUN
esrj-116670	101	14	of	of	ADP
esrj-116670	101	15	the	the	DET
esrj-116670	101	16	chenab	chenab	ADJ
esrj-116670	101	17	channel	channel	NOUN
esrj-116670	101	18	and	and	CCONJ
esrj-116670	101	19	is	be	AUX
esrj-116670	101	20	connected	connect	VERB
esrj-116670	101	21	to	to	ADP
esrj-116670	101	22	several	several	ADJ
esrj-116670	101	23	cities	city	NOUN
esrj-116670	101	24	in	in	ADP
esrj-116670	101	25	punjab	punjab	PROPN
esrj-116670	101	26	,	,	PUNCT
esrj-116670	101	27	including	include	VERB
esrj-116670	101	28	faisalabad	faisalabad	PROPN
esrj-116670	101	29	,	,	PUNCT
esrj-116670	101	30	sargodha	sargodha	PROPN
esrj-116670	101	31	,	,	PUNCT
esrj-116670	101	32	and	and	CCONJ
esrj-116670	101	33	jhang	jhang	PROPN
esrj-116670	101	34	,	,	PUNCT
esrj-116670	101	35	via	via	ADP
esrj-116670	101	36	road	road	NOUN
esrj-116670	101	37	networks	network	NOUN
esrj-116670	101	38	.	.	PUNCT
esrj-116670	102	1	it	it	PRON
esrj-116670	102	2	is	be	AUX
esrj-116670	102	3	approximately	approximately	ADV
esrj-116670	102	4	160	160	NUM
esrj-116670	102	5	km	km	NOUN
esrj-116670	102	6	east	east	ADV
esrj-116670	102	7	of	of	ADP
esrj-116670	102	8	the	the	DET
esrj-116670	102	9	city	city	NOUN
esrj-116670	102	10	center	center	NOUN
esrj-116670	102	11	,	,	PUNCT
esrj-116670	102	12	around	around	ADV
esrj-116670	102	13	30	30	NUM
esrj-116670	102	14	km	km	NOUN
esrj-116670	102	15	southwest	southwest	ADV
esrj-116670	102	16	of	of	ADP
esrj-116670	102	17	the	the	DET
esrj-116670	102	18	city	city	NOUN
esrj-116670	102	19	,	,	PUNCT
esrj-116670	102	20	56	56	NUM
esrj-116670	102	21	km	km	NOUN
esrj-116670	102	22	west	west	ADV
esrj-116670	102	23	of	of	ADP
esrj-116670	102	24	sargodha	sargodha	PROPN
esrj-116670	102	25	,	,	PUNCT
esrj-116670	102	26	and	and	CCONJ
esrj-116670	102	27	86	86	NUM
esrj-116670	102	28	km	km	NOUN
esrj-116670	102	29	southwest	southwest	ADV
esrj-116670	102	30	of	of	ADP
esrj-116670	102	31	jhang	jhang	PROPN
esrj-116670	102	32	.	.	PUNCT
esrj-116670	103	1	the	the	DET
esrj-116670	103	2	coordinates	coordinate	NOUN
esrj-116670	103	3	of	of	ADP
esrj-116670	103	4	the	the	DET
esrj-116670	103	5	study	study	NOUN
esrj-116670	103	6	area	area	NOUN
esrj-116670	103	7	range	range	VERB
esrj-116670	103	8	from	from	ADP
esrj-116670	103	9	31	31	NUM
esrj-116670	103	10	°	°	NOUN
esrj-116670	103	11	43ʹ	43ʹ	NOUN
esrj-116670	103	12	to	to	ADP
esrj-116670	103	13	31	31	NUM
esrj-116670	103	14	°	°	NOUN
esrj-116670	103	15	44ʹ	44ʹ	NUM
esrj-116670	103	16	n	n	NOUN
esrj-116670	103	17	latitude	latitude	NOUN
esrj-116670	103	18	and	and	CCONJ
esrj-116670	103	19	72	72	NUM
esrj-116670	103	20	°	°	NOUN
esrj-116670	103	21	58ʹ	58ʹ	NOUN
esrj-116670	103	22	to	to	ADP
esrj-116670	103	23	73	73	NUM
esrj-116670	103	24	°	°	NOUN
esrj-116670	103	25	0ʹ	0ʹ	NOUN
esrj-116670	103	26	e	e	NOUN
esrj-116670	103	27	longitude	longitude	NOUN
esrj-116670	103	28	.	.	PUNCT
esrj-116670	104	1	figure	figure	NOUN
esrj-116670	104	2	1	1	NUM
esrj-116670	104	3	.	.	X
esrj-116670	104	4	map	map	NOUN
esrj-116670	104	5	of	of	ADP
esrj-116670	104	6	the	the	DET
esrj-116670	104	7	study	study	NOUN
esrj-116670	104	8	area	area	NOUN
esrj-116670	104	9	.	.	PUNCT
esrj-116670	105	1	3	3	X
esrj-116670	105	2	.	.	X
esrj-116670	105	3	materials	material	NOUN
esrj-116670	105	4	and	and	CCONJ
esrj-116670	105	5	methods	method	NOUN
esrj-116670	105	6	data	datum	NOUN
esrj-116670	105	7	sets	set	VERB
esrj-116670	105	8	the	the	DET
esrj-116670	105	9	main	main	ADJ
esrj-116670	105	10	source	source	NOUN
esrj-116670	105	11	of	of	ADP
esrj-116670	105	12	data	datum	NOUN
esrj-116670	105	13	for	for	ADP
esrj-116670	105	14	this	this	DET
esrj-116670	105	15	study	study	NOUN
esrj-116670	105	16	is	be	AUX
esrj-116670	105	17	landsat	landsat	NOUN
esrj-116670	105	18	5	5	NUM
esrj-116670	105	19	,	,	PUNCT
esrj-116670	105	20	which	which	PRON
esrj-116670	105	21	was	be	AUX
esrj-116670	105	22	in	in	ADP
esrj-116670	105	23	operation	operation	NOUN
esrj-116670	105	24	from	from	ADP
esrj-116670	105	25	march	march	PROPN
esrj-116670	105	26	1	1	NUM
esrj-116670	105	27	,	,	PUNCT
esrj-116670	105	28	1984	1984	NUM
esrj-116670	105	29	,	,	PUNCT
esrj-116670	105	30	to	to	ADP
esrj-116670	105	31	january	january	PROPN
esrj-116670	105	32	15	15	NUM
esrj-116670	105	33	,	,	PUNCT
esrj-116670	105	34	2013	2013	NUM
esrj-116670	105	35	,	,	PUNCT
esrj-116670	105	36	and	and	CCONJ
esrj-116670	105	37	played	play	VERB
esrj-116670	105	38	a	a	DET
esrj-116670	105	39	significant	significant	ADJ
esrj-116670	105	40	role	role	NOUN
esrj-116670	105	41	in	in	ADP
esrj-116670	105	42	surface	surface	NOUN
esrj-116670	105	43	monitoring	monitoring	NOUN
esrj-116670	105	44	(	(	PUNCT
esrj-116670	105	45	egorov	egorov	ADJ
esrj-116670	105	46	,	,	PUNCT
esrj-116670	105	47	2022	2022	NUM
esrj-116670	105	48	)	)	PUNCT
esrj-116670	105	49	.	.	PUNCT
esrj-116670	106	1	particularly	particularly	ADV
esrj-116670	106	2	chosen	choose	VERB
esrj-116670	106	3	for	for	ADP
esrj-116670	106	4	its	its	PRON
esrj-116670	106	5	thermal	thermal	ADJ
esrj-116670	106	6	infrared	infrared	ADJ
esrj-116670	106	7	band	band	NOUN
esrj-116670	106	8	was	be	AUX
esrj-116670	106	9	landsat	landsat	NOUN
esrj-116670	106	10	8	8	NUM
esrj-116670	106	11	oli	oli	ADJ
esrj-116670	106	12	/	/	SYM
esrj-116670	106	13	tirs	tirs	NOUN
esrj-116670	106	14	data	datum	NOUN
esrj-116670	106	15	from	from	ADP
esrj-116670	106	16	march	march	PROPN
esrj-116670	106	17	9	9	NUM
esrj-116670	106	18	,	,	PUNCT
esrj-116670	106	19	2020	2020	NUM
esrj-116670	106	20	,	,	PUNCT
esrj-116670	106	21	with	with	ADP
esrj-116670	106	22	a	a	DET
esrj-116670	106	23	spatial	spatial	ADJ
esrj-116670	106	24	resolution	resolution	NOUN
esrj-116670	106	25	of	of	ADP
esrj-116670	106	26	30	30	NUM
esrj-116670	106	27	x	x	SYM
esrj-116670	106	28	30	30	NUM
esrj-116670	106	29	m	m	PROPN
esrj-116670	106	30	(	(	PUNCT
esrj-116670	106	31	acharya	acharya	PROPN
esrj-116670	106	32	&	&	CCONJ
esrj-116670	106	33	yang	yang	PROPN
esrj-116670	106	34	,	,	PUNCT
esrj-116670	106	35	2015	2015	NUM
esrj-116670	106	36	)	)	PUNCT
esrj-116670	106	37	.	.	PUNCT
esrj-116670	107	1	the	the	DET
esrj-116670	107	2	research	research	NOUN
esrj-116670	107	3	region	region	NOUN
esrj-116670	107	4	,	,	PUNCT
esrj-116670	107	5	which	which	PRON
esrj-116670	107	6	included	include	VERB
esrj-116670	107	7	chiniot	chiniot	NOUN
esrj-116670	107	8	,	,	PUNCT
esrj-116670	107	9	made	make	VERB
esrj-116670	107	10	use	use	NOUN
esrj-116670	107	11	of	of	ADP
esrj-116670	107	12	landsat	landsat	PROPN
esrj-116670	107	13	data	datum	NOUN
esrj-116670	107	14	from	from	ADP
esrj-116670	107	15	1990	1990	NUM
esrj-116670	107	16	,	,	PUNCT
esrj-116670	107	17	2000	2000	NUM
esrj-116670	107	18	,	,	PUNCT
esrj-116670	107	19	and	and	CCONJ
esrj-116670	107	20	2009	2009	NUM
esrj-116670	107	21	.	.	PUNCT
esrj-116670	108	1	important	important	ADJ
esrj-116670	108	2	information	information	NOUN
esrj-116670	108	3	for	for	ADP
esrj-116670	108	4	the	the	DET
esrj-116670	108	5	correlation	correlation	NOUN
esrj-116670	108	6	study	study	NOUN
esrj-116670	108	7	was	be	AUX
esrj-116670	108	8	obtained	obtain	VERB
esrj-116670	108	9	by	by	ADP
esrj-116670	108	10	processing	process	VERB
esrj-116670	108	11	the	the	DET
esrj-116670	108	12	landsat	landsat	PROPN
esrj-116670	108	13	8	8	NUM
esrj-116670	108	14	data	datum	NOUN
esrj-116670	108	15	for	for	ADP
esrj-116670	108	16	land	land	NOUN
esrj-116670	108	17	surface	surface	NOUN
esrj-116670	108	18	temperature	temperature	NOUN
esrj-116670	108	19	(	(	PUNCT
esrj-116670	108	20	lst	lst	NOUN
esrj-116670	108	21	)	)	PUNCT
esrj-116670	108	22	inversion	inversion	NOUN
esrj-116670	108	23	(	(	PUNCT
esrj-116670	108	24	acharya	acharya	PROPN
esrj-116670	108	25	&	&	CCONJ
esrj-116670	108	26	yang	yang	PROPN
esrj-116670	108	27	,	,	PUNCT
esrj-116670	108	28	2015	2015	NUM
esrj-116670	108	29	)	)	PUNCT
esrj-116670	108	30	.	.	PUNCT
esrj-116670	109	1	to	to	PART
esrj-116670	109	2	further	far	ADV
esrj-116670	109	3	improve	improve	VERB
esrj-116670	109	4	the	the	DET
esrj-116670	109	5	comprehension	comprehension	NOUN
esrj-116670	109	6	of	of	ADP
esrj-116670	109	7	lst	lst	NOUN
esrj-116670	109	8	patterns	pattern	NOUN
esrj-116670	109	9	in	in	ADP
esrj-116670	109	10	march	march	PROPN
esrj-116670	109	11	2020	2020	NUM
esrj-116670	109	12	,	,	PUNCT
esrj-116670	109	13	meteorological	meteorological	ADJ
esrj-116670	109	14	data	datum	NOUN
esrj-116670	109	15	from	from	ADP
esrj-116670	109	16	the	the	DET
esrj-116670	109	17	digital	digital	ADJ
esrj-116670	109	18	weather	weather	NOUN
esrj-116670	109	19	station	station	NOUN
esrj-116670	109	20	operated	operate	VERB
esrj-116670	109	21	by	by	ADP
esrj-116670	109	22	the	the	DET
esrj-116670	109	23	pakistan	pakistan	PROPN
esrj-116670	109	24	meteorological	meteorological	PROPN
esrj-116670	109	25	department	department	PROPN
esrj-116670	109	26	at	at	ADP
esrj-116670	109	27	nusrat	nusrat	PROPN
esrj-116670	109	28	jahan	jahan	PROPN
esrj-116670	109	29	college	college	PROPN
esrj-116670	109	30	rabwah	rabwah	PROPN
esrj-116670	109	31	was	be	AUX
esrj-116670	109	32	also	also	ADV
esrj-116670	109	33	included	include	VERB
esrj-116670	109	34	.	.	PUNCT
esrj-116670	110	1	table	table	NOUN
esrj-116670	110	2	1	1	NUM
esrj-116670	110	3	data	data	NOUN
esrj-116670	110	4	sets	set	NOUN
esrj-116670	110	5	showing	show	VERB
esrj-116670	110	6	sensors	sensor	NOUN
esrj-116670	110	7	utilized	utilize	VERB
esrj-116670	110	8	in	in	ADP
esrj-116670	110	9	the	the	DET
esrj-116670	110	10	study	study	NOUN
esrj-116670	110	11	.	.	PUNCT
esrj-116670	111	1	sensors	sensor	NOUN
esrj-116670	111	2	date	date	NOUN
esrj-116670	111	3	bands	band	NOUN
esrj-116670	111	4	resolution	resolution	NOUN
esrj-116670	111	5	(	(	PUNCT
esrj-116670	111	6	m	m	NOUN
esrj-116670	111	7	)	)	PUNCT
esrj-116670	111	8	source	source	NOUN
esrj-116670	111	9	purpose	purpose	NOUN
esrj-116670	111	10	la	la	PROPN
esrj-116670	111	11	nd	nd	NOUN
esrj-116670	111	12	sa	sa	PROPN
esrj-116670	111	13	t	t	PROPN
esrj-116670	111	14	5	5	NUM
esrj-116670	111	15	7	7	NUM
esrj-116670	111	16	march	march	NOUN
esrj-116670	111	17	1990	1990	NUM
esrj-116670	111	18	2	2	NUM
esrj-116670	111	19	march	march	NOUN
esrj-116670	111	20	2000	2000	NUM
esrj-116670	111	21	11	11	NUM
esrj-116670	111	22	march	march	PROPN
esrj-116670	111	23	2009	2009	NUM
esrj-116670	111	24	1	1	NUM
esrj-116670	111	25	,	,	PUNCT
esrj-116670	111	26	2,3	2,3	NUM
esrj-116670	111	27	,	,	PUNCT
esrj-116670	111	28	4,5,6	4,5,6	NUM
esrj-116670	111	29	30x30	30x30	NUM
esrj-116670	111	30	m	m	NOUN
esrj-116670	111	31	earthexplorer	earthexplorer	NOUN
esrj-116670	111	32	.	.	PUNCT
esrj-116670	112	1	usgs.gov	usgs.gov	X
esrj-116670	112	2	to	to	PART
esrj-116670	112	3	calculate	calculate	VERB
esrj-116670	112	4	lst	lst	INTJ
esrj-116670	112	5	la	la	PROPN
esrj-116670	112	6	nd	nd	NOUN
esrj-116670	112	7	sa	sa	PROPN
esrj-116670	112	8	t	t	PROPN
esrj-116670	112	9	8	8	NUM
esrj-116670	112	10	9	9	NUM
esrj-116670	112	11	march	march	NOUN
esrj-116670	112	12	2020	2020	NUM
esrj-116670	112	13	1,2,3,4,5,6	1,2,3,4,5,6	NUM
esrj-116670	112	14	,	,	PUNCT
esrj-116670	112	15	7,8,9,10,11	7,8,9,10,11	NUM
esrj-116670	112	16	30x30	30x30	NUM
esrj-116670	112	17	m	m	NOUN
esrj-116670	112	18	earthexplorer	earthexplorer	NOUN
esrj-116670	112	19	.	.	PUNCT
esrj-116670	113	1	usgs.gov	usgs.gov	X
esrj-116670	113	2	to	to	PART
esrj-116670	113	3	calculate	calculate	VERB
esrj-116670	113	4	ndvi	ndvi	NOUN
esrj-116670	113	5	and	and	CCONJ
esrj-116670	113	6	ndbi	ndbi	ADJ
esrj-116670	113	7	data	datum	NOUN
esrj-116670	113	8	collection	collection	NOUN
esrj-116670	113	9	thematic	thematic	ADJ
esrj-116670	113	10	mappers	mapper	NOUN
esrj-116670	113	11	,	,	PUNCT
esrj-116670	113	12	enhanced	enhance	VERB
esrj-116670	113	13	thematic	thematic	ADJ
esrj-116670	113	14	mapper	mapper	NOUN
esrj-116670	113	15	plus	plus	CCONJ
esrj-116670	113	16	,	,	PUNCT
esrj-116670	113	17	and	and	CCONJ
esrj-116670	113	18	oli/	oli/	NOUN
esrj-116670	113	19	tirs	tir	NOUN
esrj-116670	113	20	sensors	sensor	NOUN
esrj-116670	113	21	were	be	AUX
esrj-116670	113	22	used	use	VERB
esrj-116670	113	23	in	in	ADP
esrj-116670	113	24	this	this	DET
esrj-116670	113	25	study	study	NOUN
esrj-116670	113	26	’s	’s	PART
esrj-116670	113	27	data	datum	NOUN
esrj-116670	113	28	collecting	collect	VERB
esrj-116670	113	29	process	process	NOUN
esrj-116670	113	30	,	,	PUNCT
esrj-116670	113	31	which	which	PRON
esrj-116670	113	32	was	be	AUX
esrj-116670	113	33	complemented	complement	VERB
esrj-116670	113	34	by	by	ADP
esrj-116670	113	35	satellite	satellite	NOUN
esrj-116670	113	36	data	datum	NOUN
esrj-116670	113	37	and	and	CCONJ
esrj-116670	113	38	other	other	ADJ
esrj-116670	113	39	information	information	NOUN
esrj-116670	113	40	sources	source	NOUN
esrj-116670	113	41	.	.	PUNCT
esrj-116670	114	1	two	two	NUM
esrj-116670	114	2	steps	step	NOUN
esrj-116670	114	3	were	be	AUX
esrj-116670	114	4	involved	involve	VERB
esrj-116670	114	5	in	in	ADP
esrj-116670	114	6	the	the	DET
esrj-116670	114	7	conversion	conversion	NOUN
esrj-116670	114	8	of	of	ADP
esrj-116670	114	9	thermal	thermal	ADJ
esrj-116670	114	10	bands	band	NOUN
esrj-116670	114	11	into	into	ADP
esrj-116670	114	12	land	land	NOUN
esrj-116670	114	13	surface	surface	NOUN
esrj-116670	114	14	temperature	temperature	NOUN
esrj-116670	114	15	(	(	PUNCT
esrj-116670	114	16	lst	lst	NOUN
esrj-116670	114	17	)	)	PUNCT
esrj-116670	114	18	and	and	CCONJ
esrj-116670	114	19	top	top	ADJ
esrj-116670	114	20	-	-	PUNCT
esrj-116670	114	21	of	of	ADP
esrj-116670	114	22	-	-	PUNCT
esrj-116670	114	23	atmospheric	atmospheric	ADJ
esrj-116670	114	24	spectral	spectral	ADJ
esrj-116670	114	25	radiation	radiation	NOUN
esrj-116670	114	26	(	(	PUNCT
esrj-116670	114	27	toar	toar	PROPN
esrj-116670	114	28	)	)	PUNCT
esrj-116670	114	29	.	.	PUNCT
esrj-116670	115	1	spectral	spectral	ADJ
esrj-116670	115	2	radiance	radiance	NOUN
esrj-116670	115	3	(	(	PUNCT
esrj-116670	115	4	l	l	NOUN
esrj-116670	115	5	)	)	PUNCT
esrj-116670	115	6	was	be	AUX
esrj-116670	115	7	calculated	calculate	VERB
esrj-116670	115	8	using	use	VERB
esrj-116670	115	9	equations	equation	NOUN
esrj-116670	115	10	and	and	CCONJ
esrj-116670	115	11	converted	convert	VERB
esrj-116670	115	12	to	to	ADP
esrj-116670	115	13	centigrade	centigrade	ADJ
esrj-116670	115	14	scale	scale	NOUN
esrj-116670	115	15	using	use	VERB
esrj-116670	115	16	arcgis	arcgis	PROPN
esrj-116670	115	17	10.5	10.5	NUM
esrj-116670	115	18	software	software	NOUN
esrj-116670	115	19	.	.	PUNCT
esrj-116670	116	1	data	datum	NOUN
esrj-116670	116	2	assessment	assessment	NOUN
esrj-116670	116	3	the	the	DET
esrj-116670	116	4	assessment	assessment	NOUN
esrj-116670	116	5	of	of	ADP
esrj-116670	116	6	vegetation	vegetation	NOUN
esrj-116670	116	7	greenness	greenness	NOUN
esrj-116670	116	8	,	,	PUNCT
esrj-116670	116	9	density	density	NOUN
esrj-116670	116	10	,	,	PUNCT
esrj-116670	116	11	and	and	CCONJ
esrj-116670	116	12	health	health	NOUN
esrj-116670	116	13	was	be	AUX
esrj-116670	116	14	achieved	achieve	VERB
esrj-116670	116	15	through	through	ADP
esrj-116670	116	16	the	the	DET
esrj-116670	116	17	normalized	normalize	VERB
esrj-116670	116	18	difference	difference	NOUN
esrj-116670	116	19	vegetation	vegetation	NOUN
esrj-116670	116	20	index	index	NOUN
esrj-116670	116	21	(	(	PUNCT
esrj-116670	116	22	ndvi	ndvi	PROPN
esrj-116670	116	23	)	)	PUNCT
esrj-116670	116	24	.	.	PUNCT
esrj-116670	117	1	ndvi	ndvi	PROPN
esrj-116670	117	2	computation	computation	NOUN
esrj-116670	117	3	involved	involve	VERB
esrj-116670	117	4	a	a	DET
esrj-116670	117	5	ratio	ratio	NOUN
esrj-116670	117	6	between	between	ADP
esrj-116670	117	7	red	red	ADJ
esrj-116670	117	8	(	(	PUNCT
esrj-116670	117	9	r	r	NOUN
esrj-116670	117	10	)	)	PUNCT
esrj-116670	117	11	and	and	CCONJ
esrj-116670	117	12	near	near	ADV
esrj-116670	117	13	-	-	PUNCT
esrj-116670	117	14	infrared	infrared	ADJ
esrj-116670	117	15	(	(	PUNCT
esrj-116670	117	16	nir	nir	NOUN
esrj-116670	117	17	)	)	PUNCT
esrj-116670	117	18	measurements	measurement	NOUN
esrj-116670	117	19	(	(	PUNCT
esrj-116670	117	20	li	li	PROPN
esrj-116670	117	21	et	et	PROPN
esrj-116670	117	22	al	al	PROPN
esrj-116670	117	23	.	.	PROPN
esrj-116670	117	24	,	,	PUNCT
esrj-116670	117	25	2013	2013	NUM
esrj-116670	117	26	)	)	PUNCT
esrj-116670	117	27	.	.	PUNCT
esrj-116670	118	1	the	the	DET
esrj-116670	118	2	ndvi	ndvi	NOUN
esrj-116670	118	3	equation	equation	NOUN
esrj-116670	118	4	determined	determine	VERB
esrj-116670	118	5	vegetation	vegetation	NOUN
esrj-116670	118	6	amount	amount	NOUN
esrj-116670	118	7	(	(	PUNCT
esrj-116670	118	8	pv	pv	NOUN
esrj-116670	118	9	)	)	PUNCT
esrj-116670	118	10	and	and	CCONJ
esrj-116670	118	11	emissivity	emissivity	NOUN
esrj-116670	118	12	(	(	PUNCT
esrj-116670	118	13	ε	ε	PROPN
esrj-116670	118	14	)	)	PUNCT
esrj-116670	118	15	.	.	PUNCT
esrj-116670	119	1	the	the	DET
esrj-116670	119	2	lst	lst	NOUN
esrj-116670	119	3	equation	equation	NOUN
esrj-116670	119	4	facilitated	facilitate	VERB
esrj-116670	119	5	the	the	DET
esrj-116670	119	6	creation	creation	NOUN
esrj-116670	119	7	of	of	ADP
esrj-116670	119	8	a	a	DET
esrj-116670	119	9	surface	surface	NOUN
esrj-116670	119	10	temperature	temperature	NOUN
esrj-116670	119	11	map	map	NOUN
esrj-116670	119	12	,	,	PUNCT
esrj-116670	119	13	and	and	CCONJ
esrj-116670	119	14	ndvi	ndvi	NOUN
esrj-116670	119	15	and	and	CCONJ
esrj-116670	119	16	lst	lst	VERB
esrj-116670	119	17	data	datum	NOUN
esrj-116670	119	18	were	be	AUX
esrj-116670	119	19	integrated	integrate	VERB
esrj-116670	119	20	into	into	ADP
esrj-116670	119	21	arcmap	arcmap	NOUN
esrj-116670	119	22	for	for	ADP
esrj-116670	119	23	further	further	ADJ
esrj-116670	119	24	analysis	analysis	NOUN
esrj-116670	119	25	.	.	PUNCT
esrj-116670	120	1	data	datum	NOUN
esrj-116670	120	2	collection	collection	NOUN
esrj-116670	120	3	satellite	satellite	NOUN
esrj-116670	120	4	imagery	imagery	NOUN
esrj-116670	120	5	image	image	NOUN
esrj-116670	120	6	processing	process	VERB
esrj-116670	120	7	landsat	landsat	PROPN
esrj-116670	120	8	4/5	4/5	NUM
esrj-116670	120	9	landsat	landsat	NOUN
esrj-116670	120	10	8/9	8/9	NUM
esrj-116670	120	11	convert	convert	NOUN
esrj-116670	120	12	thermal	thermal	ADJ
esrj-116670	120	13	band	band	NOUN
esrj-116670	120	14	to	to	ADP
esrj-116670	120	15	spectral	spectral	ADJ
esrj-116670	120	16	radiance	radiance	NOUN
esrj-116670	120	17	convert	convert	VERB
esrj-116670	120	18	spectral	spectral	ADJ
esrj-116670	120	19	radiance	radiance	NOUN
esrj-116670	120	20	to	to	AUX
esrj-116670	120	21	radiant	radiant	VERB
esrj-116670	120	22	temperature	temperature	NOUN
esrj-116670	120	23	proportion	proportion	NOUN
esrj-116670	120	24	of	of	ADP
esrj-116670	120	25	vegetation	vegetation	NOUN
esrj-116670	120	26	supervised	supervise	VERB
esrj-116670	120	27	classification	classification	NOUN
esrj-116670	120	28	accuracy	accuracy	NOUN
esrj-116670	120	29	assessment	assessment	NOUN
esrj-116670	120	30	ndvi	ndvi	PROPN
esrj-116670	120	31	lse	lse	PROPN
esrj-116670	120	32	lst	lst	PROPN
esrj-116670	120	33	ndbi	ndbi	ADJ
esrj-116670	120	34	figure	figure	NOUN
esrj-116670	120	35	2	2	NUM
esrj-116670	120	36	.	.	PUNCT
esrj-116670	120	37	research	research	NOUN
esrj-116670	120	38	methodology	methodology	NOUN
esrj-116670	120	39	of	of	ADP
esrj-116670	120	40	the	the	DET
esrj-116670	120	41	study	study	NOUN
esrj-116670	120	42	performed	perform	VERB
esrj-116670	120	43	.	.	PUNCT
esrj-116670	121	1	methodology	methodology	NOUN
esrj-116670	121	2	using	use	VERB
esrj-116670	121	3	the	the	DET
esrj-116670	121	4	methods	method	NOUN
esrj-116670	121	5	described	describe	VERB
esrj-116670	121	6	by	by	ADP
esrj-116670	121	7	chen	chen	PROPN
esrj-116670	121	8	et	et	PROPN
esrj-116670	121	9	al	al	PROPN
esrj-116670	121	10	.	.	PROPN
esrj-116670	122	1	(	(	PUNCT
esrj-116670	122	2	2002	2002	NUM
esrj-116670	122	3	)	)	PUNCT
esrj-116670	122	4	,	,	PUNCT
esrj-116670	122	5	bands	band	VERB
esrj-116670	122	6	3	3	NUM
esrj-116670	122	7	,	,	PUNCT
esrj-116670	122	8	4	4	NUM
esrj-116670	122	9	,	,	PUNCT
esrj-116670	122	10	and	and	CCONJ
esrj-116670	122	11	5	5	NUM
esrj-116670	122	12	of	of	ADP
esrj-116670	122	13	landsat	landsat	PROPN
esrj-116670	122	14	5	5	NUM
esrj-116670	122	15	were	be	AUX
esrj-116670	122	16	used	use	VERB
esrj-116670	122	17	to	to	PART
esrj-116670	122	18	determine	determine	VERB
esrj-116670	122	19	the	the	DET
esrj-116670	122	20	land	land	NOUN
esrj-116670	122	21	surface	surface	NOUN
esrj-116670	122	22	temperature	temperature	NOUN
esrj-116670	122	23	.	.	PUNCT
esrj-116670	123	1	the	the	DET
esrj-116670	123	2	following	follow	VERB
esrj-116670	123	3	18	18	NUM
esrj-116670	123	4	mirza	mirza	PROPN
esrj-116670	123	5	naseer	naseer	PROPN
esrj-116670	123	6	ahmad	ahmad	PROPN
esrj-116670	123	7	,	,	PUNCT
esrj-116670	123	8	naeem	naeem	PROPN
esrj-116670	123	9	ahmad	ahmad	PROPN
esrj-116670	123	10	syed	syed	PROPN
esrj-116670	123	11	,	,	PUNCT
esrj-116670	123	12	rehan	rehan	PROPN
esrj-116670	123	13	ahmad	ahmad	PROPN
esrj-116670	123	14	pervaiz	pervaiz	PROPN
esrj-116670	123	15	,	,	PUNCT
esrj-116670	123	16	talal	talal	PROPN
esrj-116670	123	17	ahmed	ahmed	PROPN
esrj-116670	123	18	,	,	PUNCT
esrj-116670	123	19	ain	ain	PROPN
esrj-116670	123	20	ur	ur	PROPN
esrj-116670	123	21	raza	raza	PROPN
esrj-116670	123	22	,	,	PUNCT
esrj-116670	123	23	jazba	jazba	PROPN
esrj-116670	123	24	shafique	shafique	NOUN
esrj-116670	123	25	,	,	PUNCT
esrj-116670	123	26	nida	nida	PROPN
esrj-116670	123	27	toheed	toheed	PROPN
esrj-116670	123	28	,	,	PUNCT
esrj-116670	123	29	humaira	humaira	PROPN
esrj-116670	123	30	naseer	naseer	PROPN
esrj-116670	123	31	formula	formula	NOUN
esrj-116670	123	32	was	be	AUX
esrj-116670	123	33	first	first	ADV
esrj-116670	123	34	used	use	VERB
esrj-116670	123	35	to	to	PART
esrj-116670	123	36	translate	translate	VERB
esrj-116670	123	37	the	the	DET
esrj-116670	123	38	digital	digital	ADJ
esrj-116670	123	39	numbers	number	NOUN
esrj-116670	123	40	(	(	PUNCT
esrj-116670	123	41	dns	dns	NOUN
esrj-116670	123	42	)	)	PUNCT
esrj-116670	123	43	of	of	ADP
esrj-116670	123	44	these	these	DET
esrj-116670	123	45	bands	band	NOUN
esrj-116670	123	46	into	into	ADP
esrj-116670	123	47	radiation	radiation	NOUN
esrj-116670	123	48	luminance	luminance	NOUN
esrj-116670	123	49	:	:	PUNCT
esrj-116670	123	50	qcalmin	qcalmin	NOUN
esrj-116670	123	51	and	and	CCONJ
esrj-116670	123	52	qcalmax	qcalmax	AUX
esrj-116670	123	53	stand	stand	VERB
esrj-116670	123	54	for	for	ADP
esrj-116670	123	55	1	1	NUM
esrj-116670	123	56	and	and	CCONJ
esrj-116670	123	57	255	255	NUM
esrj-116670	123	58	,	,	PUNCT
esrj-116670	123	59	respectively	respectively	ADV
esrj-116670	123	60	,	,	PUNCT
esrj-116670	123	61	qcal	qcal	ADJ
esrj-116670	123	62	is	be	AUX
esrj-116670	123	63	an	an	DET
esrj-116670	123	64	acronym	acronym	NOUN
esrj-116670	123	65	for	for	ADP
esrj-116670	123	66	dn	dn	NOUN
esrj-116670	123	67	,	,	PUNCT
esrj-116670	123	68	and	and	CCONJ
esrj-116670	123	69	lmax	lmax	VERB
esrj-116670	123	70	and	and	CCONJ
esrj-116670	123	71	lmin	lmin	NOUN
esrj-116670	123	72	are	be	AUX
esrj-116670	123	73	comparable	comparable	ADJ
esrj-116670	123	74	to	to	ADP
esrj-116670	123	75	1	1	NUM
esrj-116670	123	76	and	and	CCONJ
esrj-116670	123	77	255	255	NUM
esrj-116670	123	78	,	,	PUNCT
esrj-116670	123	79	respectively	respectively	ADV
esrj-116670	123	80	(	(	PUNCT
esrj-116670	123	81	chen	chen	PROPN
esrj-116670	123	82	et	et	PROPN
esrj-116670	123	83	al	al	PROPN
esrj-116670	123	84	.	.	PROPN
esrj-116670	123	85	,	,	PUNCT
esrj-116670	123	86	2002	2002	NUM
esrj-116670	123	87	)	)	PUNCT
esrj-116670	123	88	.	.	PUNCT
esrj-116670	124	1	=	=	PUNCT
esrj-116670	125	1	=	=	PUNCT
esrj-116670	125	2	(	(	PUNCT
esrj-116670	125	3	−	−	PROPN
esrj-116670	125	4	)	)	PUNCT
esrj-116670	125	5	−	−	PROPN
esrj-116670	125	6	×	×	NOUN
esrj-116670	125	7	(	(	PUNCT
esrj-116670	125	8	–	–	PUNCT
esrj-116670	125	9	)	)	PUNCT
esrj-116670	125	10	+	+	CCONJ
esrj-116670	125	11	(	(	PUNCT
esrj-116670	125	12	1	1	X
esrj-116670	125	13	)	)	PUNCT
esrj-116670	125	14	where	where	SCONJ
esrj-116670	125	15	toa	toa	PROPN
esrj-116670	125	16	is	be	AUX
esrj-116670	125	17	top	top	NOUN
esrj-116670	125	18	of	of	ADP
esrj-116670	125	19	atmosphere	atmosphere	NOUN
esrj-116670	125	20	,	,	PUNCT
esrj-116670	125	21	lλ	lλ	PROPN
esrj-116670	125	22	,	,	PUNCT
esrj-116670	125	23	denotes	denote	VERB
esrj-116670	125	24	the	the	DET
esrj-116670	125	25	spectral	spectral	ADJ
esrj-116670	125	26	at	at	ADP
esrj-116670	125	27	sensor	sensor	NOUN
esrj-116670	125	28	radiance	radiance	NOUN
esrj-116670	125	29	to	to	ADP
esrj-116670	125	30	top	top	NOUN
esrj-116670	125	31	of	of	ADP
esrj-116670	125	32	atmosphere	atmosphere	NOUN
esrj-116670	125	33	,	,	PUNCT
esrj-116670	125	34	lmin	lmin	PROPN
esrj-116670	125	35	λ	λ	PROPN
esrj-116670	125	36	,	,	PUNCT
esrj-116670	125	37	refers	refer	VERB
esrj-116670	125	38	to	to	ADP
esrj-116670	125	39	spectral	spectral	ADJ
esrj-116670	125	40	radiance	radiance	NOUN
esrj-116670	125	41	scaled	scale	VERB
esrj-116670	125	42	to	to	ADP
esrj-116670	125	43	qcalmin	qcalmin	NOUN
esrj-116670	125	44	,	,	PUNCT
esrj-116670	125	45	while	while	SCONJ
esrj-116670	125	46	lmax	lmax	PROPN
esrj-116670	125	47	λ	λ	PROPN
esrj-116670	125	48	,	,	PUNCT
esrj-116670	125	49	refers	refer	VERB
esrj-116670	125	50	to	to	ADP
esrj-116670	125	51	spectral	spectral	ADJ
esrj-116670	125	52	radiance	radiance	NOUN
esrj-116670	125	53	scaled	scale	VERB
esrj-116670	125	54	to	to	ADP
esrj-116670	125	55	qcalmax	qcalmax	VERB
esrj-116670	125	56	,	,	PUNCT
esrj-116670	125	57	while	while	SCONJ
esrj-116670	125	58	qcal	qcal	ADJ
esrj-116670	125	59	is	be	AUX
esrj-116670	125	60	the	the	DET
esrj-116670	125	61	quantized	quantize	VERB
esrj-116670	125	62	calibrated	calibrate	VERB
esrj-116670	125	63	pixel	pixel	NOUN
esrj-116670	125	64	value	value	NOUN
esrj-116670	125	65	.	.	PUNCT
esrj-116670	126	1	land	land	NOUN
esrj-116670	126	2	surface	surface	NOUN
esrj-116670	126	3	temperature	temperature	NOUN
esrj-116670	126	4	was	be	AUX
esrj-116670	126	5	also	also	ADV
esrj-116670	126	6	calculated	calculate	VERB
esrj-116670	126	7	in	in	ADP
esrj-116670	126	8	kelvin	kelvin	PROPN
esrj-116670	126	9	using	use	VERB
esrj-116670	126	10	the	the	DET
esrj-116670	126	11	following	follow	VERB
esrj-116670	126	12	equation	equation	NOUN
esrj-116670	126	13	,	,	PUNCT
esrj-116670	126	14	where	where	SCONJ
esrj-116670	126	15	bt	bt	PROPN
esrj-116670	126	16	is	be	AUX
esrj-116670	126	17	the	the	DET
esrj-116670	126	18	satellite	satellite	NOUN
esrj-116670	126	19	brightness	brightness	NOUN
esrj-116670	126	20	temperature	temperature	NOUN
esrj-116670	126	21	in	in	ADP
esrj-116670	126	22	celsius	celsius	NOUN
esrj-116670	126	23	and	and	CCONJ
esrj-116670	126	24	k1	k1	PROPN
esrj-116670	126	25	and	and	CCONJ
esrj-116670	126	26	k2	k2	PROPN
esrj-116670	126	27	represent	represent	VERB
esrj-116670	126	28	thermal	thermal	ADJ
esrj-116670	126	29	conversion	conversion	NOUN
esrj-116670	126	30	from	from	ADP
esrj-116670	126	31	the	the	DET
esrj-116670	126	32	metadata	metadata	NOUN
esrj-116670	126	33	,	,	PUNCT
esrj-116670	126	34	dn=255	dn=255	PROPN
esrj-116670	126	35	,	,	PUNCT
esrj-116670	126	36	k1=607.76	k1=607.76	PROPN
esrj-116670	126	37	,	,	PUNCT
esrj-116670	126	38	k2=1260.56	k2=1260.56	VERB
esrj-116670	126	39	.	.	PUNCT
esrj-116670	127	1	=	=	SYM
esrj-116670	127	2	=	=	SYM
esrj-116670	127	3	2	2	NUM
esrj-116670	127	4	1	1	NUM
esrj-116670	127	5	1	1	NUM
esrj-116670	127	6	+	+	NUM
esrj-116670	127	7	1	1	NUM
esrj-116670	127	8	−	−	PROPN
esrj-116670	127	9	273.15	273.15	NUM
esrj-116670	127	10	(	(	PUNCT
esrj-116670	127	11	2	2	NUM
esrj-116670	127	12	)	)	PUNCT
esrj-116670	127	13	the	the	DET
esrj-116670	127	14	thermal	thermal	ADJ
esrj-116670	127	15	bands	band	NOUN
esrj-116670	127	16	of	of	ADP
esrj-116670	127	17	landsat	landsat	PROPN
esrj-116670	127	18	8	8	NUM
esrj-116670	127	19	are	be	AUX
esrj-116670	127	20	used	use	VERB
esrj-116670	127	21	to	to	PART
esrj-116670	127	22	determine	determine	VERB
esrj-116670	127	23	the	the	DET
esrj-116670	127	24	land	land	NOUN
esrj-116670	127	25	surface	surface	NOUN
esrj-116670	127	26	temperature	temperature	NOUN
esrj-116670	127	27	(	(	PUNCT
esrj-116670	127	28	lst	lst	NOUN
esrj-116670	127	29	)	)	PUNCT
esrj-116670	127	30	,	,	PUNCT
esrj-116670	127	31	and	and	CCONJ
esrj-116670	127	32	the	the	DET
esrj-116670	127	33	research	research	NOUN
esrj-116670	127	34	region	region	NOUN
esrj-116670	127	35	,	,	PUNCT
esrj-116670	127	36	chiniot	chiniot	NOUN
esrj-116670	127	37	,	,	PUNCT
esrj-116670	127	38	is	be	AUX
esrj-116670	127	39	then	then	ADV
esrj-116670	127	40	extracted	extract	VERB
esrj-116670	127	41	for	for	ADP
esrj-116670	127	42	analysis	analysis	NOUN
esrj-116670	127	43	in	in	ADP
esrj-116670	127	44	arcmap	arcmap	NOUN
esrj-116670	127	45	10.8	10.8	NUM
esrj-116670	127	46	.	.	PUNCT
esrj-116670	128	1	the	the	DET
esrj-116670	128	2	relationship	relationship	NOUN
esrj-116670	128	3	between	between	ADP
esrj-116670	128	4	lst	lst	NOUN
esrj-116670	128	5	and	and	CCONJ
esrj-116670	128	6	ndvi	ndvi	NOUN
esrj-116670	128	7	and	and	CCONJ
esrj-116670	128	8	lst	lst	VERB
esrj-116670	128	9	and	and	CCONJ
esrj-116670	128	10	ndbi	ndbi	NOUN
esrj-116670	128	11	is	be	AUX
esrj-116670	128	12	then	then	ADV
esrj-116670	128	13	established	establish	VERB
esrj-116670	128	14	.	.	PUNCT
esrj-116670	129	1	land	land	NOUN
esrj-116670	129	2	surface	surface	NOUN
esrj-116670	129	3	temperature	temperature	NOUN
esrj-116670	129	4	is	be	AUX
esrj-116670	129	5	calculated	calculate	VERB
esrj-116670	129	6	using	use	VERB
esrj-116670	129	7	bands	band	NOUN
esrj-116670	129	8	10	10	NUM
esrj-116670	129	9	and	and	CCONJ
esrj-116670	129	10	11	11	NUM
esrj-116670	129	11	of	of	ADP
esrj-116670	129	12	landsat-8	landsat-8	PROPN
esrj-116670	129	13	.	.	PUNCT
esrj-116670	130	1	the	the	DET
esrj-116670	130	2	following	follow	VERB
esrj-116670	130	3	formula	formula	NOUN
esrj-116670	130	4	is	be	AUX
esrj-116670	130	5	used	use	VERB
esrj-116670	130	6	in	in	ADP
esrj-116670	130	7	the	the	DET
esrj-116670	130	8	raster	raster	NOUN
esrj-116670	130	9	calculator	calculator	NOUN
esrj-116670	130	10	when	when	SCONJ
esrj-116670	130	11	importing	import	VERB
esrj-116670	130	12	bands	band	NOUN
esrj-116670	130	13	10	10	NUM
esrj-116670	130	14	and	and	CCONJ
esrj-116670	130	15	11	11	NUM
esrj-116670	130	16	into	into	ADP
esrj-116670	130	17	arcmap	arcmap	PROPN
esrj-116670	130	18	(	(	PUNCT
esrj-116670	130	19	ghouri	ghouri	PROPN
esrj-116670	130	20	et	et	PROPN
esrj-116670	130	21	al	al	PROPN
esrj-116670	130	22	.	.	PROPN
esrj-116670	130	23	,	,	PUNCT
esrj-116670	130	24	2022	2022	NUM
esrj-116670	130	25	)	)	PUNCT
esrj-116670	130	26	.	.	PUNCT
esrj-116670	131	1	lλ	lλ	INTJ
esrj-116670	132	1	=	=	PRON
esrj-116670	132	2	ml	ml	AUX
esrj-116670	132	3	×	×	NOUN
esrj-116670	132	4	qcal	qcal	ADJ
esrj-116670	132	5	+	+	X
esrj-116670	132	6	al	al	PROPN
esrj-116670	132	7	(	(	PUNCT
esrj-116670	132	8	3	3	NUM
esrj-116670	132	9	)	)	PUNCT
esrj-116670	132	10	ml	ml	NOUN
esrj-116670	132	11	,	,	PUNCT
esrj-116670	132	12	extracted	extract	VERB
esrj-116670	132	13	from	from	ADP
esrj-116670	132	14	the	the	DET
esrj-116670	132	15	metadata	metadata	NOUN
esrj-116670	132	16	,	,	PUNCT
esrj-116670	132	17	represents	represent	VERB
esrj-116670	132	18	the	the	DET
esrj-116670	132	19	specific	specific	ADJ
esrj-116670	132	20	-	-	PUNCT
esrj-116670	132	21	band	band	NOUN
esrj-116670	132	22	multiplicative	multiplicative	ADJ
esrj-116670	132	23	rescaling	rescaling	NOUN
esrj-116670	132	24	factor	factor	NOUN
esrj-116670	132	25	,	,	PUNCT
esrj-116670	132	26	whereas	whereas	SCONJ
esrj-116670	132	27	qcal	qcal	ADJ
esrj-116670	132	28	denotes	denote	NOUN
esrj-116670	132	29	the	the	DET
esrj-116670	132	30	thermal	thermal	ADJ
esrj-116670	132	31	band	band	NOUN
esrj-116670	132	32	(	(	PUNCT
esrj-116670	132	33	b10	b10	PROPN
esrj-116670	132	34	,	,	PUNCT
esrj-116670	132	35	b11	b11	PROPN
esrj-116670	132	36	)	)	PUNCT
esrj-116670	132	37	,	,	PUNCT
esrj-116670	132	38	and	and	CCONJ
esrj-116670	132	39	al	al	PROPN
esrj-116670	132	40	,	,	PUNCT
esrj-116670	132	41	also	also	ADV
esrj-116670	132	42	derived	derive	VERB
esrj-116670	132	43	from	from	ADP
esrj-116670	132	44	the	the	DET
esrj-116670	132	45	metadata	metadata	NOUN
esrj-116670	132	46	,	,	PUNCT
esrj-116670	132	47	signifies	signify	VERB
esrj-116670	132	48	the	the	DET
esrj-116670	132	49	specific	specific	ADJ
esrj-116670	132	50	-	-	PUNCT
esrj-116670	132	51	band	band	NOUN
esrj-116670	132	52	additive	additive	ADJ
esrj-116670	132	53	rescaling	rescaling	NOUN
esrj-116670	132	54	factor	factor	NOUN
esrj-116670	132	55	.	.	PUNCT
esrj-116670	133	1	land	land	NOUN
esrj-116670	133	2	surface	surface	NOUN
esrj-116670	133	3	emissivity	emissivity	NOUN
esrj-116670	133	4	refers	refer	VERB
esrj-116670	133	5	to	to	ADP
esrj-116670	133	6	the	the	DET
esrj-116670	133	7	proportion	proportion	NOUN
esrj-116670	133	8	of	of	ADP
esrj-116670	133	9	radiation	radiation	NOUN
esrj-116670	133	10	emitted	emit	VERB
esrj-116670	133	11	from	from	ADP
esrj-116670	133	12	a	a	DET
esrj-116670	133	13	material	material	NOUN
esrj-116670	133	14	surface	surface	NOUN
esrj-116670	133	15	relative	relative	ADJ
esrj-116670	133	16	to	to	ADP
esrj-116670	133	17	a	a	DET
esrj-116670	133	18	blackbody	blackbody	NOUN
esrj-116670	133	19	under	under	ADP
esrj-116670	133	20	identical	identical	ADJ
esrj-116670	133	21	conditions	condition	NOUN
esrj-116670	133	22	at	at	ADP
esrj-116670	133	23	the	the	DET
esrj-116670	133	24	same	same	ADJ
esrj-116670	133	25	temperature	temperature	NOUN
esrj-116670	133	26	.	.	PUNCT
esrj-116670	134	1	the	the	DET
esrj-116670	134	2	provided	provide	VERB
esrj-116670	134	3	equation	equation	NOUN
esrj-116670	134	4	can	can	AUX
esrj-116670	134	5	be	be	AUX
esrj-116670	134	6	utilized	utilize	VERB
esrj-116670	134	7	for	for	ADP
esrj-116670	134	8	emissivity	emissivity	NOUN
esrj-116670	134	9	calculation	calculation	NOUN
esrj-116670	134	10	(	(	PUNCT
esrj-116670	134	11	ghouri	ghouri	PROPN
esrj-116670	134	12	et	et	PROPN
esrj-116670	134	13	al	al	PROPN
esrj-116670	134	14	.	.	PROPN
esrj-116670	134	15	,	,	PUNCT
esrj-116670	134	16	2022	2022	NUM
esrj-116670	134	17	)	)	PUNCT
esrj-116670	134	18	.	.	PUNCT
esrj-116670	135	1	ɛ	ɛ	X
esrj-116670	136	1	=	=	PUNCT
esrj-116670	136	2	0.004	0.004	NUM
esrj-116670	136	3	×	×	NOUN
esrj-116670	136	4	pv	pv	NOUN
esrj-116670	137	1	+	+	CCONJ
esrj-116670	137	2	0.986	0.986	NUM
esrj-116670	137	3	(	(	PUNCT
esrj-116670	137	4	4	4	NUM
esrj-116670	137	5	)	)	PUNCT
esrj-116670	137	6	in	in	ADP
esrj-116670	137	7	the	the	DET
esrj-116670	137	8	land	land	NOUN
esrj-116670	137	9	use	use	NOUN
esrj-116670	137	10	land	land	NOUN
esrj-116670	137	11	cover	cover	NOUN
esrj-116670	137	12	(	(	PUNCT
esrj-116670	137	13	lulc	lulc	PROPN
esrj-116670	137	14	)	)	PUNCT
esrj-116670	137	15	categorization	categorization	NOUN
esrj-116670	137	16	system	system	NOUN
esrj-116670	137	17	,	,	PUNCT
esrj-116670	137	18	which	which	PRON
esrj-116670	137	19	has	have	VERB
esrj-116670	137	20	four	four	NUM
esrj-116670	137	21	main	main	ADJ
esrj-116670	137	22	indexes	index	NOUN
esrj-116670	137	23	—	—	PUNCT
esrj-116670	137	24	the	the	DET
esrj-116670	137	25	built	build	VERB
esrj-116670	137	26	-	-	PUNCT
esrj-116670	137	27	up	up	ADP
esrj-116670	137	28	index	index	NOUN
esrj-116670	137	29	being	be	AUX
esrj-116670	137	30	the	the	DET
esrj-116670	137	31	most	most	ADV
esrj-116670	137	32	important	important	ADJ
esrj-116670	137	33	—	—	PUNCT
esrj-116670	137	34	the	the	DET
esrj-116670	137	35	built	build	VERB
esrj-116670	137	36	-	-	PUNCT
esrj-116670	137	37	up	up	ADP
esrj-116670	137	38	index	index	NOUN
esrj-116670	137	39	is	be	AUX
esrj-116670	137	40	used	use	VERB
esrj-116670	137	41	to	to	PART
esrj-116670	137	42	derive	derive	VERB
esrj-116670	137	43	ground	ground	NOUN
esrj-116670	137	44	-	-	PUNCT
esrj-116670	137	45	based	base	VERB
esrj-116670	137	46	built	build	VERB
esrj-116670	137	47	-	-	PUNCT
esrj-116670	137	48	up	up	ADP
esrj-116670	137	49	area	area	NOUN
esrj-116670	137	50	information	information	NOUN
esrj-116670	137	51	from	from	ADP
esrj-116670	137	52	satellite	satellite	NOUN
esrj-116670	137	53	data	datum	NOUN
esrj-116670	137	54	.	.	PUNCT
esrj-116670	138	1	greater	great	ADJ
esrj-116670	138	2	intensity	intensity	NOUN
esrj-116670	138	3	of	of	ADP
esrj-116670	138	4	built	build	VERB
esrj-116670	138	5	-	-	PUNCT
esrj-116670	138	6	up	up	ADP
esrj-116670	138	7	regions	region	NOUN
esrj-116670	138	8	with	with	ADP
esrj-116670	138	9	less	less	ADJ
esrj-116670	138	10	vegetation	vegetation	NOUN
esrj-116670	138	11	is	be	AUX
esrj-116670	138	12	indicated	indicate	VERB
esrj-116670	138	13	by	by	ADP
esrj-116670	138	14	elevated	elevated	ADJ
esrj-116670	138	15	ndbi	ndbi	ADJ
esrj-116670	138	16	readings	reading	NOUN
esrj-116670	138	17	,	,	PUNCT
esrj-116670	138	18	and	and	CCONJ
esrj-116670	138	19	vice	vice	ADV
esrj-116670	138	20	versa	versa	ADV
esrj-116670	138	21	.	.	PUNCT
esrj-116670	139	1	according	accord	VERB
esrj-116670	139	2	to	to	ADP
esrj-116670	139	3	the	the	DET
esrj-116670	139	4	above	above	ADJ
esrj-116670	139	5	equation	equation	NOUN
esrj-116670	139	6	,	,	PUNCT
esrj-116670	139	7	ndbi	ndbi	ADJ
esrj-116670	139	8	computation	computation	NOUN
esrj-116670	139	9	uses	use	VERB
esrj-116670	139	10	the	the	DET
esrj-116670	139	11	short	short	ADJ
esrj-116670	139	12	-	-	PUNCT
esrj-116670	139	13	wave	wave	NOUN
esrj-116670	139	14	infrared	infrared	NOUN
esrj-116670	139	15	(	(	PUNCT
esrj-116670	139	16	swir	swir	NOUN
esrj-116670	139	17	)	)	PUNCT
esrj-116670	139	18	and	and	CCONJ
esrj-116670	139	19	near	near	ADV
esrj-116670	139	20	-	-	PUNCT
esrj-116670	139	21	infrared	infrared	ADJ
esrj-116670	139	22	(	(	PUNCT
esrj-116670	139	23	nir	nir	NOUN
esrj-116670	139	24	)	)	PUNCT
esrj-116670	139	25	bands	band	NOUN
esrj-116670	139	26	(	(	PUNCT
esrj-116670	139	27	ghouri	ghouri	PROPN
esrj-116670	139	28	et	et	PROPN
esrj-116670	139	29	al	al	PROPN
esrj-116670	139	30	.	.	PROPN
esrj-116670	139	31	,	,	PUNCT
esrj-116670	139	32	2022	2022	NUM
esrj-116670	139	33	)	)	PUNCT
esrj-116670	139	34	.	.	PUNCT
esrj-116670	140	1	=	=	PUNCT
esrj-116670	140	2	(	(	PUNCT
esrj-116670	140	3	−	−	PROPN
esrj-116670	140	4	)	)	PUNCT
esrj-116670	140	5	(	(	PUNCT
esrj-116670	140	6	+	+	CCONJ
esrj-116670	140	7	)	)	PUNCT
esrj-116670	140	8	(	(	PUNCT
esrj-116670	140	9	5	5	X
esrj-116670	140	10	)	)	PUNCT
esrj-116670	140	11	accuracy	accuracy	NOUN
esrj-116670	140	12	assessment	assessment	NOUN
esrj-116670	140	13	in	in	ADP
esrj-116670	140	14	this	this	DET
esrj-116670	140	15	research	research	NOUN
esrj-116670	140	16	work	work	NOUN
esrj-116670	140	17	was	be	AUX
esrj-116670	140	18	implied	imply	VERB
esrj-116670	140	19	to	to	PART
esrj-116670	140	20	verify	verify	VERB
esrj-116670	140	21	the	the	DET
esrj-116670	140	22	results	result	NOUN
esrj-116670	140	23	of	of	ADP
esrj-116670	140	24	supervised	supervised	ADJ
esrj-116670	140	25	classifications	classification	NOUN
esrj-116670	140	26	as	as	ADP
esrj-116670	140	27	either	either	CCONJ
esrj-116670	140	28	accurate	accurate	ADJ
esrj-116670	140	29	or	or	CCONJ
esrj-116670	140	30	not	not	PART
esrj-116670	140	31	,	,	PUNCT
esrj-116670	140	32	using	use	VERB
esrj-116670	140	33	the	the	DET
esrj-116670	140	34	formula	formula	NOUN
esrj-116670	140	35	given	give	VERB
esrj-116670	140	36	below	below	ADV
esrj-116670	140	37	:	:	PUNCT
esrj-116670	140	38	=	=	PUNCT
esrj-116670	140	39	(	(	PUNCT
esrj-116670	140	40	)	)	PUNCT
esrj-116670	140	41	×	×	NOUN
esrj-116670	140	42	100	100	NUM
esrj-116670	140	43	(	(	PUNCT
esrj-116670	140	44	6	6	NUM
esrj-116670	140	45	)	)	SYM
esrj-116670	140	46	4	4	NUM
esrj-116670	140	47	.	.	NOUN
esrj-116670	141	1	result	result	VERB
esrj-116670	141	2	analysis	analysis	NOUN
esrj-116670	141	3	a	a	DET
esrj-116670	141	4	mean	mean	NOUN
esrj-116670	141	5	of	of	ADP
esrj-116670	141	6	0.124726	0.124726	NUM
esrj-116670	141	7	,	,	PUNCT
esrj-116670	141	8	a	a	DET
esrj-116670	141	9	low	low	NOUN
esrj-116670	141	10	of	of	ADP
esrj-116670	141	11	-0.511111	-0.511111	NOUN
esrj-116670	141	12	,	,	PUNCT
esrj-116670	141	13	and	and	CCONJ
esrj-116670	141	14	a	a	DET
esrj-116670	141	15	high	high	NOUN
esrj-116670	141	16	of	of	ADP
esrj-116670	141	17	0.760563	0.760563	NUM
esrj-116670	141	18	are	be	AUX
esrj-116670	141	19	shown	show	VERB
esrj-116670	141	20	in	in	ADP
esrj-116670	141	21	the	the	DET
esrj-116670	141	22	ndvi	ndvi	NOUN
esrj-116670	141	23	values	value	NOUN
esrj-116670	141	24	for	for	ADP
esrj-116670	141	25	march	march	PROPN
esrj-116670	141	26	7	7	NUM
esrj-116670	141	27	,	,	PUNCT
esrj-116670	141	28	1990	1990	NUM
esrj-116670	141	29	(	(	PUNCT
esrj-116670	141	30	fig	fig	NOUN
esrj-116670	141	31	.	.	PUNCT
esrj-116670	142	1	4a	4a	NUM
esrj-116670	142	2	)	)	PUNCT
esrj-116670	142	3	.	.	PUNCT
esrj-116670	143	1	the	the	DET
esrj-116670	143	2	ndvi	ndvi	NOUN
esrj-116670	143	3	image	image	NOUN
esrj-116670	143	4	for	for	ADP
esrj-116670	143	5	march	march	PROPN
esrj-116670	143	6	2	2	NUM
esrj-116670	143	7	,	,	PUNCT
esrj-116670	143	8	2000	2000	NUM
esrj-116670	143	9	(	(	PUNCT
esrj-116670	143	10	fig	fig	NOUN
esrj-116670	143	11	.	.	PUNCT
esrj-116670	144	1	4b	4b	PROPN
esrj-116670	144	2	)	)	PUNCT
esrj-116670	144	3	shows	show	VERB
esrj-116670	144	4	a	a	DET
esrj-116670	144	5	mean	mean	NOUN
esrj-116670	144	6	of	of	ADP
esrj-116670	144	7	0.156615	0.156615	NUM
esrj-116670	144	8	,	,	PUNCT
esrj-116670	144	9	a	a	DET
esrj-116670	144	10	low	low	NOUN
esrj-116670	144	11	of	of	ADP
esrj-116670	144	12	-0.438596	-0.438596	NOUN
esrj-116670	144	13	,	,	PUNCT
esrj-116670	144	14	and	and	CCONJ
esrj-116670	144	15	a	a	DET
esrj-116670	144	16	high	high	NOUN
esrj-116670	144	17	of	of	ADP
esrj-116670	144	18	0.751825	0.751825	NUM
esrj-116670	144	19	.	.	PUNCT
esrj-116670	145	1	additionally	additionally	ADV
esrj-116670	145	2	,	,	PUNCT
esrj-116670	145	3	(	(	PUNCT
esrj-116670	145	4	fig	fig	NOUN
esrj-116670	145	5	.	.	PUNCT
esrj-116670	146	1	4c	4c	NOUN
esrj-116670	146	2	)	)	PUNCT
esrj-116670	146	3	,	,	PUNCT
esrj-116670	146	4	the	the	DET
esrj-116670	146	5	ndvi	ndvi	NOUN
esrj-116670	146	6	image	image	NOUN
esrj-116670	146	7	for	for	ADP
esrj-116670	146	8	march	march	PROPN
esrj-116670	146	9	11	11	NUM
esrj-116670	146	10	,	,	PUNCT
esrj-116670	146	11	2009	2009	NUM
esrj-116670	146	12	,	,	PUNCT
esrj-116670	146	13	shows	show	VERB
esrj-116670	146	14	a	a	DET
esrj-116670	146	15	mean	mean	NOUN
esrj-116670	146	16	of	of	ADP
esrj-116670	146	17	0.256689	0.256689	NUM
esrj-116670	146	18	,	,	PUNCT
esrj-116670	146	19	a	a	DET
esrj-116670	146	20	minimum	minimum	NOUN
esrj-116670	146	21	of	of	ADP
esrj-116670	146	22	-0.217391	-0.217391	NOUN
esrj-116670	146	23	,	,	PUNCT
esrj-116670	146	24	and	and	CCONJ
esrj-116670	146	25	a	a	DET
esrj-116670	146	26	high	high	NOUN
esrj-116670	146	27	of	of	ADP
esrj-116670	146	28	0.730769	0.730769	NUM
esrj-116670	146	29	.	.	PUNCT
esrj-116670	147	1	finally	finally	ADV
esrj-116670	147	2	,	,	PUNCT
esrj-116670	147	3	the	the	DET
esrj-116670	147	4	ndvi	ndvi	NOUN
esrj-116670	147	5	image	image	NOUN
esrj-116670	147	6	for	for	ADP
esrj-116670	147	7	march	march	PROPN
esrj-116670	147	8	9	9	NUM
esrj-116670	147	9	,	,	PUNCT
esrj-116670	147	10	2020	2020	NUM
esrj-116670	147	11	(	(	PUNCT
esrj-116670	147	12	fig	fig	NOUN
esrj-116670	147	13	.	.	PUNCT
esrj-116670	147	14	4d	4d	NUM
esrj-116670	147	15	)	)	PUNCT
esrj-116670	147	16	shows	show	VERB
esrj-116670	147	17	a	a	DET
esrj-116670	147	18	mean	mean	NOUN
esrj-116670	147	19	of	of	ADP
esrj-116670	147	20	0.207287	0.207287	NUM
esrj-116670	147	21	,	,	PUNCT
esrj-116670	147	22	a	a	DET
esrj-116670	147	23	minimum	minimum	ADJ
esrj-116670	147	24	value	value	NOUN
esrj-116670	147	25	of	of	ADP
esrj-116670	147	26	-0.154056	-0.154056	PROPN
esrj-116670	147	27	,	,	PUNCT
esrj-116670	147	28	and	and	CCONJ
esrj-116670	147	29	a	a	DET
esrj-116670	147	30	maximum	maximum	ADJ
esrj-116670	147	31	value	value	NOUN
esrj-116670	147	32	of	of	ADP
esrj-116670	147	33	0.568629	0.568629	NUM
esrj-116670	147	34	.	.	PUNCT
esrj-116670	148	1	according	accord	VERB
esrj-116670	148	2	to	to	ADP
esrj-116670	148	3	these	these	DET
esrj-116670	148	4	results	result	NOUN
esrj-116670	148	5	,	,	PUNCT
esrj-116670	148	6	the	the	DET
esrj-116670	148	7	ndvi	ndvi	NOUN
esrj-116670	148	8	showed	show	VERB
esrj-116670	148	9	a	a	DET
esrj-116670	148	10	downward	downward	ADJ
esrj-116670	148	11	trend	trend	NOUN
esrj-116670	148	12	between	between	ADP
esrj-116670	148	13	1990	1990	NUM
esrj-116670	148	14	and	and	CCONJ
esrj-116670	148	15	2020	2020	NUM
esrj-116670	148	16	,	,	PUNCT
esrj-116670	148	17	indicating	indicate	VERB
esrj-116670	148	18	a	a	DET
esrj-116670	148	19	decrease	decrease	NOUN
esrj-116670	148	20	in	in	ADP
esrj-116670	148	21	vegetation	vegetation	NOUN
esrj-116670	148	22	over	over	ADP
esrj-116670	148	23	time	time	NOUN
esrj-116670	148	24	.	.	PUNCT
esrj-116670	149	1	table	table	NOUN
esrj-116670	149	2	2	2	NUM
esrj-116670	149	3	.	.	NUM
esrj-116670	149	4	normalized	normalize	VERB
esrj-116670	149	5	difference	difference	NOUN
esrj-116670	149	6	vegetation	vegetation	NOUN
esrj-116670	149	7	index	index	NOUN
esrj-116670	149	8	of	of	ADP
esrj-116670	149	9	the	the	DET
esrj-116670	149	10	data	datum	NOUN
esrj-116670	149	11	collected	collect	VERB
esrj-116670	149	12	on	on	ADP
esrj-116670	149	13	year	year	NOUN
esrj-116670	149	14	basis	basis	NOUN
esrj-116670	149	15	.	.	PUNCT
esrj-116670	150	1	normalized	normalize	VERB
esrj-116670	150	2	difference	difference	NOUN
esrj-116670	150	3	vegetation	vegetation	NOUN
esrj-116670	150	4	index	index	NOUN
esrj-116670	150	5	year	year	NOUN
esrj-116670	150	6	max	max	PROPN
esrj-116670	150	7	min	min	PROPN
esrj-116670	150	8	mean	mean	VERB
esrj-116670	150	9	1990	1990	NUM
esrj-116670	150	10	0.760563	0.760563	NUM
esrj-116670	150	11	-0.511111	-0.511111	X
esrj-116670	150	12	0.124726	0.124726	NUM
esrj-116670	150	13	2000	2000	NUM
esrj-116670	150	14	0.751825	0.751825	NUM
esrj-116670	150	15	-0.438596	-0.438596	NOUN
esrj-116670	150	16	0.156615	0.156615	NUM
esrj-116670	150	17	2009	2009	NUM
esrj-116670	150	18	0.730769	0.730769	NUM
esrj-116670	150	19	-0.217391	-0.217391	NOUN
esrj-116670	150	20	0.256689	0.256689	NUM
esrj-116670	150	21	2020	2020	NUM
esrj-116670	150	22	0.568629	0.568629	NUM
esrj-116670	150	23	-0.154056	-0.154056	SYM
esrj-116670	150	24	0.207287	0.207287	NUM
esrj-116670	150	25	figure	figure	NOUN
esrj-116670	150	26	3	3	NUM
esrj-116670	150	27	.	.	PUNCT
esrj-116670	150	28	graphical	graphical	ADJ
esrj-116670	150	29	representation	representation	NOUN
esrj-116670	150	30	for	for	ADP
esrj-116670	150	31	ndvi	ndvi	NOUN
esrj-116670	150	32	,	,	PUNCT
esrj-116670	150	33	showing	show	VERB
esrj-116670	150	34	max	max	PROPN
esrj-116670	150	35	,	,	PUNCT
esrj-116670	150	36	min	min	PROPN
esrj-116670	150	37	and	and	CCONJ
esrj-116670	150	38	mean	mean	ADJ
esrj-116670	150	39	value	value	NOUN
esrj-116670	150	40	for	for	ADP
esrj-116670	150	41	the	the	DET
esrj-116670	150	42	studied	studied	ADJ
esrj-116670	150	43	year	year	NOUN
esrj-116670	150	44	.	.	PUNCT
esrj-116670	151	1	figure	figure	NOUN
esrj-116670	151	2	4	4	NUM
esrj-116670	151	3	.	.	PUNCT
esrj-116670	151	4	normalized	normalize	VERB
esrj-116670	151	5	difference	difference	NOUN
esrj-116670	151	6	vegetation	vegetation	NOUN
esrj-116670	151	7	index	index	NOUN
esrj-116670	151	8	(	(	PUNCT
esrj-116670	151	9	a	a	NOUN
esrj-116670	151	10	)	)	PUNCT
esrj-116670	151	11	for	for	ADP
esrj-116670	151	12	year	year	NOUN
esrj-116670	151	13	1990	1990	NUM
esrj-116670	151	14	(	(	PUNCT
esrj-116670	151	15	b	b	NOUN
esrj-116670	151	16	)	)	PUNCT
esrj-116670	151	17	for	for	ADP
esrj-116670	151	18	year	year	NOUN
esrj-116670	151	19	2000	2000	NUM
esrj-116670	151	20	(	(	PUNCT
esrj-116670	151	21	c	c	NOUN
esrj-116670	151	22	)	)	PUNCT
esrj-116670	151	23	for	for	ADP
esrj-116670	151	24	year	year	NOUN
esrj-116670	151	25	2009	2009	NUM
esrj-116670	151	26	(	(	PUNCT
esrj-116670	151	27	d	d	NOUN
esrj-116670	151	28	)	)	PUNCT
esrj-116670	151	29	for	for	ADP
esrj-116670	151	30	year	year	NOUN
esrj-116670	151	31	2020	2020	NUM
esrj-116670	151	32	.	.	PUNCT
esrj-116670	152	1	19monitoring	19monitoring	NOUN
esrj-116670	152	2	land	land	NOUN
esrj-116670	152	3	surface	surface	NOUN
esrj-116670	152	4	temperature	temperature	NOUN
esrj-116670	152	5	and	and	CCONJ
esrj-116670	152	6	vegetation	vegetation	NOUN
esrj-116670	152	7	dynamics	dynamic	NOUN
esrj-116670	152	8	in	in	ADP
esrj-116670	152	9	response	response	NOUN
esrj-116670	152	10	to	to	ADP
esrj-116670	152	11	land	land	NOUN
esrj-116670	152	12	use	use	NOUN
esrj-116670	152	13	changes	change	NOUN
esrj-116670	152	14	using	use	VERB
esrj-116670	152	15	spatiotemporal	spatiotemporal	ADJ
esrj-116670	152	16	analysis	analysis	NOUN
esrj-116670	152	17	in	in	ADP
esrj-116670	152	18	district	district	NOUN
esrj-116670	152	19	chiniot	chiniot	NOUN
esrj-116670	152	20	,	,	PUNCT
esrj-116670	152	21	punjab	punjab	PROPN
esrj-116670	152	22	pakistan	pakistan	PROPN
esrj-116670	152	23	the	the	DET
esrj-116670	152	24	land	land	NOUN
esrj-116670	152	25	surface	surface	NOUN
esrj-116670	152	26	temperature	temperature	NOUN
esrj-116670	152	27	(	(	PUNCT
esrj-116670	152	28	lst	lst	NOUN
esrj-116670	152	29	)	)	PUNCT
esrj-116670	152	30	readings	reading	NOUN
esrj-116670	152	31	for	for	ADP
esrj-116670	152	32	march	march	PROPN
esrj-116670	152	33	7	7	NUM
esrj-116670	152	34	,	,	PUNCT
esrj-116670	152	35	1990	1990	NUM
esrj-116670	152	36	(	(	PUNCT
esrj-116670	152	37	fig	fig	NOUN
esrj-116670	152	38	.	.	PUNCT
esrj-116670	153	1	6a	6a	NOUN
esrj-116670	153	2	)	)	PUNCT
esrj-116670	153	3	show	show	VERB
esrj-116670	153	4	a	a	DET
esrj-116670	153	5	mean	mean	NOUN
esrj-116670	153	6	of	of	ADP
esrj-116670	153	7	22.77	22.77	NUM
esrj-116670	153	8	°	°	NOUN
esrj-116670	153	9	c	c	NOUN
esrj-116670	153	10	,	,	PUNCT
esrj-116670	153	11	a	a	DET
esrj-116670	153	12	low	low	NOUN
esrj-116670	153	13	of	of	ADP
esrj-116670	153	14	14.71	14.71	NUM
esrj-116670	153	15	°	°	NOUN
esrj-116670	153	16	c	c	NOUN
esrj-116670	153	17	,	,	PUNCT
esrj-116670	153	18	and	and	CCONJ
esrj-116670	153	19	a	a	DET
esrj-116670	153	20	high	high	NOUN
esrj-116670	153	21	of	of	ADP
esrj-116670	153	22	30.83	30.83	NUM
esrj-116670	153	23	°	°	NOUN
esrj-116670	153	24	c	c	NOUN
esrj-116670	153	25	.	.	PUNCT
esrj-116670	154	1	in	in	ADP
esrj-116670	154	2	the	the	DET
esrj-116670	154	3	same	same	ADJ
esrj-116670	154	4	way	way	NOUN
esrj-116670	154	5	,	,	PUNCT
esrj-116670	154	6	the	the	DET
esrj-116670	154	7	lst	lst	NOUN
esrj-116670	154	8	picture	picture	NOUN
esrj-116670	154	9	for	for	ADP
esrj-116670	154	10	march	march	PROPN
esrj-116670	154	11	2	2	NUM
esrj-116670	154	12	,	,	PUNCT
esrj-116670	154	13	2000	2000	NUM
esrj-116670	154	14	(	(	PUNCT
esrj-116670	154	15	fig	fig	NOUN
esrj-116670	154	16	.	.	PUNCT
esrj-116670	154	17	6b	6b	NOUN
esrj-116670	154	18	)	)	PUNCT
esrj-116670	154	19	shows	show	VERB
esrj-116670	154	20	a	a	DET
esrj-116670	154	21	mean	mean	ADJ
esrj-116670	154	22	value	value	NOUN
esrj-116670	154	23	of	of	ADP
esrj-116670	154	24	22.85	22.85	NUM
esrj-116670	154	25	°	°	NOUN
esrj-116670	154	26	c	c	NOUN
esrj-116670	154	27	,	,	PUNCT
esrj-116670	154	28	a	a	DET
esrj-116670	154	29	minimum	minimum	ADJ
esrj-116670	154	30	value	value	NOUN
esrj-116670	154	31	of	of	ADP
esrj-116670	154	32	16.1	16.1	NUM
esrj-116670	154	33	°	°	NOUN
esrj-116670	154	34	c	c	NOUN
esrj-116670	154	35	,	,	PUNCT
esrj-116670	154	36	and	and	CCONJ
esrj-116670	154	37	a	a	DET
esrj-116670	154	38	high	high	ADJ
esrj-116670	154	39	value	value	NOUN
esrj-116670	154	40	of	of	ADP
esrj-116670	154	41	29.6	29.6	NUM
esrj-116670	154	42	°	°	NOUN
esrj-116670	154	43	c	c	NOUN
esrj-116670	154	44	.	.	PUNCT
esrj-116670	155	1	additionally	additionally	ADV
esrj-116670	155	2	,	,	PUNCT
esrj-116670	155	3	the	the	DET
esrj-116670	155	4	march	march	PROPN
esrj-116670	155	5	11	11	NUM
esrj-116670	155	6	,	,	PUNCT
esrj-116670	155	7	2009	2009	NUM
esrj-116670	155	8	lst	lst	NOUN
esrj-116670	155	9	image	image	NOUN
esrj-116670	155	10	(	(	PUNCT
esrj-116670	155	11	fig	fig	NOUN
esrj-116670	155	12	.	.	PUNCT
esrj-116670	156	1	6c	6c	NOUN
esrj-116670	156	2	)	)	PUNCT
esrj-116670	156	3	shows	show	VERB
esrj-116670	156	4	a	a	DET
esrj-116670	156	5	mean	mean	ADJ
esrj-116670	156	6	value	value	NOUN
esrj-116670	156	7	of	of	ADP
esrj-116670	156	8	29.46	29.46	NUM
esrj-116670	156	9	°	°	NOUN
esrj-116670	156	10	c	c	NOUN
esrj-116670	156	11	,	,	PUNCT
esrj-116670	156	12	a	a	DET
esrj-116670	156	13	minimum	minimum	ADJ
esrj-116670	156	14	value	value	NOUN
esrj-116670	156	15	of	of	ADP
esrj-116670	156	16	15.18	15.18	NUM
esrj-116670	156	17	°	°	NOUN
esrj-116670	156	18	c	c	NOUN
esrj-116670	156	19	,	,	PUNCT
esrj-116670	156	20	and	and	CCONJ
esrj-116670	156	21	a	a	DET
esrj-116670	156	22	high	high	ADJ
esrj-116670	156	23	value	value	NOUN
esrj-116670	156	24	of	of	ADP
esrj-116670	156	25	43.73	43.73	NUM
esrj-116670	156	26	°	°	NOUN
esrj-116670	156	27	c	c	NOUN
esrj-116670	156	28	.	.	PUNCT
esrj-116670	157	1	lastly	lastly	ADV
esrj-116670	157	2	,	,	PUNCT
esrj-116670	157	3	the	the	DET
esrj-116670	157	4	march	march	PROPN
esrj-116670	157	5	9	9	NUM
esrj-116670	157	6	,	,	PUNCT
esrj-116670	157	7	2020	2020	NUM
esrj-116670	157	8	lst	lst	VERB
esrj-116670	157	9	image	image	NOUN
esrj-116670	157	10	(	(	PUNCT
esrj-116670	157	11	fig	fig	NOUN
esrj-116670	157	12	.	.	PUNCT
esrj-116670	158	1	6d	6d	NUM
esrj-116670	158	2	)	)	PUNCT
esrj-116670	158	3	shows	show	VERB
esrj-116670	158	4	a	a	DET
esrj-116670	158	5	mean	mean	ADJ
esrj-116670	158	6	temperature	temperature	NOUN
esrj-116670	158	7	of	of	ADP
esrj-116670	158	8	17.08	17.08	NUM
esrj-116670	158	9	°	°	NOUN
esrj-116670	158	10	c	c	NOUN
esrj-116670	158	11	,	,	PUNCT
esrj-116670	158	12	a	a	DET
esrj-116670	158	13	minimum	minimum	ADJ
esrj-116670	158	14	temperature	temperature	NOUN
esrj-116670	158	15	of	of	ADP
esrj-116670	158	16	9.13	9.13	NUM
esrj-116670	158	17	°	°	NOUN
esrj-116670	158	18	c	c	NOUN
esrj-116670	158	19	,	,	PUNCT
esrj-116670	158	20	and	and	CCONJ
esrj-116670	158	21	a	a	DET
esrj-116670	158	22	high	high	ADJ
esrj-116670	158	23	temperature	temperature	NOUN
esrj-116670	158	24	of	of	ADP
esrj-116670	158	25	25.02	25.02	NUM
esrj-116670	158	26	°	°	NOUN
esrj-116670	158	27	c	c	NOUN
esrj-116670	158	28	.	.	PUNCT
esrj-116670	158	29	table	table	NOUN
esrj-116670	158	30	3	3	NUM
esrj-116670	158	31	.	.	PUNCT
esrj-116670	158	32	land	land	NOUN
esrj-116670	158	33	surface	surface	NOUN
esrj-116670	158	34	temperature	temperature	NOUN
esrj-116670	158	35	of	of	ADP
esrj-116670	158	36	the	the	DET
esrj-116670	158	37	data	datum	NOUN
esrj-116670	158	38	collected	collect	VERB
esrj-116670	158	39	on	on	ADP
esrj-116670	158	40	year	year	NOUN
esrj-116670	158	41	basis	basis	NOUN
esrj-116670	158	42	.	.	PUNCT
esrj-116670	159	1	land	land	NOUN
esrj-116670	159	2	surface	surface	NOUN
esrj-116670	159	3	temperature	temperature	NOUN
esrj-116670	159	4	(	(	PUNCT
esrj-116670	159	5	°	°	ADP
esrj-116670	159	6	c	c	NOUN
esrj-116670	159	7	)	)	PUNCT
esrj-116670	159	8	year	year	NOUN
esrj-116670	159	9	max	max	PROPN
esrj-116670	159	10	min	min	PROPN
esrj-116670	159	11	mean	mean	VERB
esrj-116670	159	12	1990	1990	NUM
esrj-116670	159	13	30.83	30.83	NUM
esrj-116670	159	14	14.71	14.71	NUM
esrj-116670	159	15	22.77	22.77	NUM
esrj-116670	159	16	2000	2000	NUM
esrj-116670	159	17	29.6	29.6	NUM
esrj-116670	159	18	16.1	16.1	NUM
esrj-116670	159	19	22.85	22.85	NUM
esrj-116670	159	20	2009	2009	NUM
esrj-116670	159	21	43.73	43.73	NUM
esrj-116670	159	22	15.18	15.18	NUM
esrj-116670	159	23	29.46	29.46	NUM
esrj-116670	159	24	2020	2020	NUM
esrj-116670	159	25	25.02	25.02	NUM
esrj-116670	159	26	9.13	9.13	NUM
esrj-116670	159	27	17.08	17.08	NUM
esrj-116670	159	28	figure	figure	NOUN
esrj-116670	159	29	5	5	NUM
esrj-116670	159	30	.	.	PUNCT
esrj-116670	159	31	graphical	graphical	ADJ
esrj-116670	159	32	representation	representation	NOUN
esrj-116670	159	33	for	for	ADP
esrj-116670	159	34	lst	lst	NOUN
esrj-116670	159	35	,	,	PUNCT
esrj-116670	159	36	showing	show	VERB
esrj-116670	159	37	max	max	PROPN
esrj-116670	159	38	,	,	PUNCT
esrj-116670	159	39	min	min	PROPN
esrj-116670	159	40	and	and	CCONJ
esrj-116670	159	41	mean	mean	ADJ
esrj-116670	159	42	value	value	NOUN
esrj-116670	159	43	for	for	ADP
esrj-116670	159	44	the	the	DET
esrj-116670	159	45	studied	studied	ADJ
esrj-116670	159	46	year	year	NOUN
esrj-116670	159	47	.	.	PUNCT
esrj-116670	160	1	figure	figure	NOUN
esrj-116670	160	2	6	6	NUM
esrj-116670	160	3	.	.	PUNCT
esrj-116670	160	4	land	land	NOUN
esrj-116670	160	5	surface	surface	NOUN
esrj-116670	160	6	temperature	temperature	NOUN
esrj-116670	160	7	(	(	PUNCT
esrj-116670	160	8	a	a	NOUN
esrj-116670	160	9	)	)	PUNCT
esrj-116670	160	10	for	for	ADP
esrj-116670	160	11	year	year	NOUN
esrj-116670	160	12	1990	1990	NUM
esrj-116670	160	13	(	(	PUNCT
esrj-116670	160	14	b	b	NOUN
esrj-116670	160	15	)	)	PUNCT
esrj-116670	160	16	for	for	ADP
esrj-116670	160	17	year	year	NOUN
esrj-116670	160	18	2000	2000	NUM
esrj-116670	160	19	(	(	PUNCT
esrj-116670	160	20	c	c	NOUN
esrj-116670	160	21	)	)	PUNCT
esrj-116670	160	22	for	for	ADP
esrj-116670	160	23	year	year	NOUN
esrj-116670	160	24	2009	2009	NUM
esrj-116670	160	25	(	(	PUNCT
esrj-116670	160	26	d	d	NOUN
esrj-116670	160	27	)	)	PUNCT
esrj-116670	160	28	for	for	ADP
esrj-116670	160	29	year	year	NOUN
esrj-116670	160	30	2020	2020	NUM
esrj-116670	160	31	.	.	PUNCT
esrj-116670	161	1	the	the	DET
esrj-116670	161	2	analysis	analysis	NOUN
esrj-116670	161	3	of	of	ADP
esrj-116670	161	4	these	these	DET
esrj-116670	161	5	values	value	NOUN
esrj-116670	161	6	suggests	suggest	VERB
esrj-116670	161	7	a	a	DET
esrj-116670	161	8	notable	notable	ADJ
esrj-116670	161	9	increase	increase	NOUN
esrj-116670	161	10	in	in	ADP
esrj-116670	161	11	land	land	NOUN
esrj-116670	161	12	surface	surface	NOUN
esrj-116670	161	13	temperature	temperature	NOUN
esrj-116670	161	14	in	in	ADP
esrj-116670	161	15	district	district	NOUN
esrj-116670	161	16	chiniot	chiniot	NOUN
esrj-116670	161	17	from	from	ADP
esrj-116670	161	18	14.71	14.71	NUM
esrj-116670	161	19	°	°	ADP
esrj-116670	161	20	c	c	NOUN
esrj-116670	161	21	in	in	ADP
esrj-116670	161	22	march	march	PROPN
esrj-116670	161	23	1990	1990	NUM
esrj-116670	161	24	to	to	ADP
esrj-116670	161	25	25.02	25.02	NUM
esrj-116670	161	26	°	°	NOUN
esrj-116670	161	27	c	c	NOUN
esrj-116670	161	28	in	in	ADP
esrj-116670	161	29	march	march	PROPN
esrj-116670	161	30	2020	2020	NUM
esrj-116670	161	31	.	.	PUNCT
esrj-116670	162	1	according	accord	VERB
esrj-116670	162	2	to	to	ADP
esrj-116670	162	3	yaseen	yaseen	PROPN
esrj-116670	162	4	&	&	CCONJ
esrj-116670	162	5	khan	khan	PROPN
esrj-116670	162	6	(	(	PUNCT
esrj-116670	162	7	2022	2022	NUM
esrj-116670	162	8	)	)	PUNCT
esrj-116670	162	9	,	,	PUNCT
esrj-116670	162	10	the	the	DET
esrj-116670	162	11	higher	high	ADJ
esrj-116670	162	12	temperature	temperature	NOUN
esrj-116670	162	13	observed	observe	VERB
esrj-116670	162	14	near	near	ADP
esrj-116670	162	15	the	the	DET
esrj-116670	162	16	riverbed	riverbed	NOUN
esrj-116670	162	17	covered	cover	VERB
esrj-116670	162	18	with	with	ADP
esrj-116670	162	19	sand	sand	NOUN
esrj-116670	162	20	can	can	AUX
esrj-116670	162	21	be	be	AUX
esrj-116670	162	22	attributed	attribute	VERB
esrj-116670	162	23	to	to	ADP
esrj-116670	162	24	the	the	DET
esrj-116670	162	25	sand	sand	NOUN
esrj-116670	162	26	’s	’s	PART
esrj-116670	162	27	low	low	ADJ
esrj-116670	162	28	specific	specific	ADJ
esrj-116670	162	29	heat	heat	NOUN
esrj-116670	162	30	energy	energy	NOUN
esrj-116670	162	31	,	,	PUNCT
esrj-116670	162	32	causing	cause	VERB
esrj-116670	162	33	it	it	PRON
esrj-116670	162	34	to	to	PART
esrj-116670	162	35	rapidly	rapidly	ADV
esrj-116670	162	36	heat	heat	VERB
esrj-116670	162	37	up	up	ADP
esrj-116670	162	38	in	in	ADP
esrj-116670	162	39	sunlight	sunlight	NOUN
esrj-116670	162	40	and	and	CCONJ
esrj-116670	162	41	cool	cool	VERB
esrj-116670	162	42	down	down	ADP
esrj-116670	162	43	quickly	quickly	ADV
esrj-116670	162	44	when	when	SCONJ
esrj-116670	162	45	sunlight	sunlight	NOUN
esrj-116670	162	46	is	be	AUX
esrj-116670	162	47	absent	absent	ADJ
esrj-116670	162	48	.	.	PUNCT
esrj-116670	163	1	this	this	DET
esrj-116670	163	2	phenomenon	phenomenon	NOUN
esrj-116670	163	3	is	be	AUX
esrj-116670	163	4	consistent	consistent	ADJ
esrj-116670	163	5	with	with	ADP
esrj-116670	163	6	our	our	PRON
esrj-116670	163	7	findings	finding	NOUN
esrj-116670	163	8	.	.	PUNCT
esrj-116670	164	1	table	table	NOUN
esrj-116670	164	2	4	4	NUM
esrj-116670	164	3	.	.	PUNCT
esrj-116670	164	4	supervised	supervise	VERB
esrj-116670	164	5	classifications	classification	NOUN
esrj-116670	164	6	based	base	VERB
esrj-116670	164	7	upon	upon	SCONJ
esrj-116670	164	8	different	different	ADJ
esrj-116670	164	9	parameters	parameter	NOUN
esrj-116670	164	10	studied	study	VERB
esrj-116670	164	11	.	.	PUNCT
esrj-116670	165	1	supervised	supervise	VERB
esrj-116670	165	2	classification	classification	NOUN
esrj-116670	165	3	parameters	parameter	NOUN
esrj-116670	165	4	1990	1990	NUM
esrj-116670	165	5	2000	2000	NUM
esrj-116670	165	6	2009	2009	NUM
esrj-116670	165	7	2020	2020	NUM
esrj-116670	165	8	built	build	VERB
esrj-116670	165	9	up	up	ADP
esrj-116670	165	10	20	20	NUM
esrj-116670	165	11	%	%	NOUN
esrj-116670	165	12	28	28	NUM
esrj-116670	165	13	%	%	NOUN
esrj-116670	165	14	28	28	NUM
esrj-116670	165	15	%	%	NOUN
esrj-116670	165	16	40	40	NUM
esrj-116670	165	17	%	%	NOUN
esrj-116670	165	18	vegetation	vegetation	NOUN
esrj-116670	165	19	56	56	NUM
esrj-116670	165	20	%	%	NOUN
esrj-116670	165	21	63	63	NUM
esrj-116670	165	22	%	%	NOUN
esrj-116670	165	23	61	61	NUM
esrj-116670	165	24	%	%	NOUN
esrj-116670	165	25	51	51	NUM
esrj-116670	165	26	%	%	NOUN
esrj-116670	165	27	water	water	NOUN
esrj-116670	165	28	body	body	NOUN
esrj-116670	165	29	1	1	NUM
esrj-116670	165	30	%	%	NOUN
esrj-116670	165	31	1	1	NUM
esrj-116670	165	32	%	%	NOUN
esrj-116670	165	33	0	0	NUM
esrj-116670	165	34	%	%	NOUN
esrj-116670	165	35	1	1	NUM
esrj-116670	165	36	%	%	NOUN
esrj-116670	165	37	sand	sand	NOUN
esrj-116670	165	38	1	1	NUM
esrj-116670	165	39	%	%	NOUN
esrj-116670	165	40	3	3	NUM
esrj-116670	165	41	%	%	NOUN
esrj-116670	165	42	2	2	NUM
esrj-116670	165	43	%	%	NOUN
esrj-116670	165	44	5	5	NUM
esrj-116670	165	45	%	%	NOUN
esrj-116670	165	46	barren	barren	ADJ
esrj-116670	165	47	land	land	NOUN
esrj-116670	165	48	21	21	NUM
esrj-116670	165	49	%	%	NOUN
esrj-116670	165	50	6	6	NUM
esrj-116670	165	51	%	%	NOUN
esrj-116670	165	52	8	8	NUM
esrj-116670	165	53	%	%	NOUN
esrj-116670	165	54	3	3	NUM
esrj-116670	165	55	%	%	NOUN
esrj-116670	165	56	figure	figure	NOUN
esrj-116670	165	57	7	7	NUM
esrj-116670	165	58	.	.	PUNCT
esrj-116670	165	59	graphical	graphical	ADJ
esrj-116670	165	60	representation	representation	NOUN
esrj-116670	165	61	for	for	ADP
esrj-116670	165	62	supervised	supervised	ADJ
esrj-116670	165	63	classification	classification	NOUN
esrj-116670	165	64	,	,	PUNCT
esrj-116670	165	65	showing	show	VERB
esrj-116670	165	66	percentages	percentage	NOUN
esrj-116670	165	67	for	for	ADP
esrj-116670	165	68	each	each	DET
esrj-116670	165	69	parameter	parameter	NOUN
esrj-116670	165	70	.	.	PUNCT
esrj-116670	166	1	figure	figure	NOUN
esrj-116670	166	2	8	8	NUM
esrj-116670	166	3	.	.	PUNCT
esrj-116670	167	1	supervised	supervise	VERB
esrj-116670	167	2	classification	classification	NOUN
esrj-116670	167	3	(	(	PUNCT
esrj-116670	167	4	a	a	NOUN
esrj-116670	167	5	)	)	PUNCT
esrj-116670	167	6	for	for	ADP
esrj-116670	167	7	year	year	NOUN
esrj-116670	167	8	1990	1990	NUM
esrj-116670	167	9	(	(	PUNCT
esrj-116670	167	10	b	b	NOUN
esrj-116670	167	11	)	)	PUNCT
esrj-116670	167	12	for	for	ADP
esrj-116670	167	13	year	year	NOUN
esrj-116670	167	14	2000	2000	NUM
esrj-116670	167	15	(	(	PUNCT
esrj-116670	167	16	c	c	NOUN
esrj-116670	167	17	)	)	PUNCT
esrj-116670	167	18	for	for	ADP
esrj-116670	167	19	year	year	NOUN
esrj-116670	167	20	2009	2009	NUM
esrj-116670	167	21	(	(	PUNCT
esrj-116670	167	22	d	d	NOUN
esrj-116670	167	23	)	)	PUNCT
esrj-116670	167	24	for	for	ADP
esrj-116670	167	25	year	year	NOUN
esrj-116670	167	26	2020	2020	NUM
esrj-116670	167	27	.	.	PUNCT
esrj-116670	168	1	20	20	NUM
esrj-116670	168	2	mirza	mirza	PROPN
esrj-116670	168	3	naseer	naseer	PROPN
esrj-116670	168	4	ahmad	ahmad	PROPN
esrj-116670	168	5	,	,	PUNCT
esrj-116670	168	6	naeem	naeem	PROPN
esrj-116670	168	7	ahmad	ahmad	PROPN
esrj-116670	168	8	syed	syed	PROPN
esrj-116670	168	9	,	,	PUNCT
esrj-116670	168	10	rehan	rehan	PROPN
esrj-116670	168	11	ahmad	ahmad	PROPN
esrj-116670	168	12	pervaiz	pervaiz	PROPN
esrj-116670	168	13	,	,	PUNCT
esrj-116670	168	14	talal	talal	PROPN
esrj-116670	168	15	ahmed	ahmed	PROPN
esrj-116670	168	16	,	,	PUNCT
esrj-116670	168	17	ain	ain	PROPN
esrj-116670	168	18	ur	ur	PROPN
esrj-116670	168	19	raza	raza	PROPN
esrj-116670	168	20	,	,	PUNCT
esrj-116670	168	21	jazba	jazba	PROPN
esrj-116670	168	22	shafique	shafique	NOUN
esrj-116670	168	23	,	,	PUNCT
esrj-116670	168	24	nida	nida	PROPN
esrj-116670	168	25	toheed	toheed	PROPN
esrj-116670	168	26	,	,	PUNCT
esrj-116670	168	27	humaira	humaira	PROPN
esrj-116670	168	28	naseer	naseer	PROPN
esrj-116670	168	29	according	accord	VERB
esrj-116670	168	30	to	to	ADP
esrj-116670	168	31	the	the	DET
esrj-116670	168	32	march	march	NOUN
esrj-116670	168	33	1990	1990	NUM
esrj-116670	168	34	supervised	supervised	ADJ
esrj-116670	168	35	categorization	categorization	NOUN
esrj-116670	168	36	findings	finding	NOUN
esrj-116670	168	37	(	(	PUNCT
esrj-116670	168	38	fig	fig	NOUN
esrj-116670	168	39	.	.	PUNCT
esrj-116670	169	1	8a	8a	NUM
esrj-116670	169	2	)	)	PUNCT
esrj-116670	169	3	,	,	PUNCT
esrj-116670	169	4	the	the	DET
esrj-116670	169	5	chiniot	chiniot	NOUN
esrj-116670	169	6	district	district	NOUN
esrj-116670	169	7	is	be	AUX
esrj-116670	169	8	mostly	mostly	ADV
esrj-116670	169	9	composed	compose	VERB
esrj-116670	169	10	of	of	ADP
esrj-116670	169	11	low	low	ADV
esrj-116670	169	12	-	-	PUNCT
esrj-116670	169	13	built	build	VERB
esrj-116670	169	14	-	-	PUNCT
esrj-116670	169	15	up	up	ADP
esrj-116670	169	16	regions	region	NOUN
esrj-116670	169	17	and	and	CCONJ
esrj-116670	169	18	high	high	ADJ
esrj-116670	169	19	vegetation	vegetation	NOUN
esrj-116670	169	20	cover	cover	NOUN
esrj-116670	169	21	.	.	PUNCT
esrj-116670	170	1	in	in	ADP
esrj-116670	170	2	contrast	contrast	NOUN
esrj-116670	170	3	to	to	ADP
esrj-116670	170	4	1990	1990	NUM
esrj-116670	170	5	,	,	PUNCT
esrj-116670	170	6	there	there	PRON
esrj-116670	170	7	is	be	VERB
esrj-116670	170	8	discernible	discernible	ADJ
esrj-116670	170	9	evidence	evidence	NOUN
esrj-116670	170	10	of	of	ADP
esrj-116670	170	11	growing	grow	VERB
esrj-116670	170	12	built	build	VERB
esrj-116670	170	13	-	-	PUNCT
esrj-116670	170	14	up	up	ADP
esrj-116670	170	15	areas	area	NOUN
esrj-116670	170	16	and	and	CCONJ
esrj-116670	170	17	a	a	DET
esrj-116670	170	18	commensurate	commensurate	ADJ
esrj-116670	170	19	decline	decline	NOUN
esrj-116670	170	20	in	in	ADP
esrj-116670	170	21	vegetation	vegetation	NOUN
esrj-116670	170	22	by	by	ADP
esrj-116670	170	23	march	march	PROPN
esrj-116670	170	24	2000	2000	NUM
esrj-116670	170	25	(	(	PUNCT
esrj-116670	170	26	fig	fig	NOUN
esrj-116670	170	27	.	.	PUNCT
esrj-116670	170	28	8b	8b	NUM
esrj-116670	170	29	)	)	PUNCT
esrj-116670	170	30	.	.	PUNCT
esrj-116670	171	1	in	in	ADP
esrj-116670	171	2	comparison	comparison	NOUN
esrj-116670	171	3	to	to	ADP
esrj-116670	171	4	1990	1990	NUM
esrj-116670	171	5	and	and	CCONJ
esrj-116670	171	6	2000	2000	NUM
esrj-116670	171	7	,	,	PUNCT
esrj-116670	171	8	this	this	DET
esrj-116670	171	9	tendency	tendency	NOUN
esrj-116670	171	10	is	be	AUX
esrj-116670	171	11	also	also	ADV
esrj-116670	171	12	present	present	ADJ
esrj-116670	171	13	in	in	ADP
esrj-116670	171	14	march	march	PROPN
esrj-116670	171	15	2009	2009	NUM
esrj-116670	171	16	(	(	PUNCT
esrj-116670	171	17	fig	fig	NOUN
esrj-116670	171	18	.	.	PUNCT
esrj-116670	172	1	8c	8c	NOUN
esrj-116670	172	2	)	)	PUNCT
esrj-116670	172	3	,	,	PUNCT
esrj-116670	172	4	with	with	ADP
esrj-116670	172	5	significant	significant	ADJ
esrj-116670	172	6	increases	increase	NOUN
esrj-116670	172	7	in	in	ADP
esrj-116670	172	8	built	build	VERB
esrj-116670	172	9	-	-	PUNCT
esrj-116670	172	10	up	up	ADP
esrj-116670	172	11	areas	area	NOUN
esrj-116670	172	12	and	and	CCONJ
esrj-116670	172	13	losses	loss	NOUN
esrj-116670	172	14	in	in	ADP
esrj-116670	172	15	vegetation	vegetation	NOUN
esrj-116670	172	16	.	.	PUNCT
esrj-116670	173	1	additionally	additionally	ADV
esrj-116670	173	2	,	,	PUNCT
esrj-116670	173	3	the	the	DET
esrj-116670	173	4	march	march	PROPN
esrj-116670	173	5	2020	2020	NUM
esrj-116670	173	6	data	datum	NOUN
esrj-116670	173	7	(	(	PUNCT
esrj-116670	173	8	fig	fig	NOUN
esrj-116670	173	9	.	.	PUNCT
esrj-116670	173	10	8d	8d	NUM
esrj-116670	173	11	)	)	PUNCT
esrj-116670	173	12	show	show	VERB
esrj-116670	173	13	a	a	DET
esrj-116670	173	14	persistent	persistent	ADJ
esrj-116670	173	15	pattern	pattern	NOUN
esrj-116670	173	16	of	of	ADP
esrj-116670	173	17	declining	decline	VERB
esrj-116670	173	18	vegetation	vegetation	NOUN
esrj-116670	173	19	and	and	CCONJ
esrj-116670	173	20	growing	grow	VERB
esrj-116670	173	21	built	build	VERB
esrj-116670	173	22	-	-	PUNCT
esrj-116670	173	23	up	up	ADP
esrj-116670	173	24	regions	region	NOUN
esrj-116670	173	25	over	over	ADP
esrj-116670	173	26	time	time	NOUN
esrj-116670	173	27	.	.	PUNCT
esrj-116670	174	1	these	these	DET
esrj-116670	174	2	findings	finding	NOUN
esrj-116670	174	3	suggest	suggest	VERB
esrj-116670	174	4	a	a	DET
esrj-116670	174	5	consistent	consistent	ADJ
esrj-116670	174	6	pattern	pattern	NOUN
esrj-116670	174	7	of	of	ADP
esrj-116670	174	8	urbanization	urbanization	NOUN
esrj-116670	174	9	and	and	CCONJ
esrj-116670	174	10	land	land	NOUN
esrj-116670	174	11	transformation	transformation	NOUN
esrj-116670	174	12	,	,	PUNCT
esrj-116670	174	13	with	with	ADP
esrj-116670	174	14	built	build	VERB
esrj-116670	174	15	-	-	PUNCT
esrj-116670	174	16	up	up	ADP
esrj-116670	174	17	areas	area	NOUN
esrj-116670	174	18	expanding	expand	VERB
esrj-116670	174	19	at	at	ADP
esrj-116670	174	20	the	the	DET
esrj-116670	174	21	expense	expense	NOUN
esrj-116670	174	22	of	of	ADP
esrj-116670	174	23	vegetation	vegetation	NOUN
esrj-116670	174	24	cover	cover	NOUN
esrj-116670	174	25	.	.	PUNCT
esrj-116670	175	1	this	this	DET
esrj-116670	175	2	phenomenon	phenomenon	NOUN
esrj-116670	175	3	is	be	AUX
esrj-116670	175	4	closely	closely	ADV
esrj-116670	175	5	associated	associate	VERB
esrj-116670	175	6	with	with	ADP
esrj-116670	175	7	changes	change	NOUN
esrj-116670	175	8	in	in	ADP
esrj-116670	175	9	land	land	NOUN
esrj-116670	175	10	surface	surface	NOUN
esrj-116670	175	11	temperature	temperature	NOUN
esrj-116670	175	12	over	over	ADP
esrj-116670	175	13	time	time	NOUN
esrj-116670	175	14	.	.	PUNCT
esrj-116670	176	1	table	table	NOUN
esrj-116670	176	2	4	4	NUM
esrj-116670	176	3	provides	provide	VERB
esrj-116670	176	4	a	a	DET
esrj-116670	176	5	detailed	detailed	ADJ
esrj-116670	176	6	breakdown	breakdown	NOUN
esrj-116670	176	7	of	of	ADP
esrj-116670	176	8	the	the	DET
esrj-116670	176	9	supervised	supervised	ADJ
esrj-116670	176	10	classification	classification	NOUN
esrj-116670	176	11	values	value	NOUN
esrj-116670	176	12	for	for	ADP
esrj-116670	176	13	the	the	DET
esrj-116670	176	14	specified	specified	ADJ
esrj-116670	176	15	years	year	NOUN
esrj-116670	176	16	.	.	PUNCT
esrj-116670	177	1	the	the	DET
esrj-116670	177	2	march	march	PROPN
esrj-116670	177	3	7	7	NUM
esrj-116670	177	4	,	,	PUNCT
esrj-116670	177	5	1990	1990	NUM
esrj-116670	177	6	,	,	PUNCT
esrj-116670	177	7	ndbi	ndbi	ADJ
esrj-116670	177	8	study	study	NOUN
esrj-116670	177	9	findings	finding	NOUN
esrj-116670	177	10	(	(	PUNCT
esrj-116670	177	11	fig	fig	NOUN
esrj-116670	177	12	.	.	PUNCT
esrj-116670	177	13	10a	10a	NOUN
esrj-116670	177	14	)	)	PUNCT
esrj-116670	177	15	show	show	VERB
esrj-116670	177	16	a	a	DET
esrj-116670	177	17	mean	mean	ADJ
esrj-116670	177	18	value	value	NOUN
esrj-116670	177	19	of	of	ADP
esrj-116670	177	20	0.05	0.05	NUM
esrj-116670	177	21	,	,	PUNCT
esrj-116670	177	22	a	a	DET
esrj-116670	177	23	minimum	minimum	ADJ
esrj-116670	177	24	value	value	NOUN
esrj-116670	177	25	of	of	ADP
esrj-116670	177	26	-0.72	-0.72	NOUN
esrj-116670	177	27	,	,	PUNCT
esrj-116670	177	28	and	and	CCONJ
esrj-116670	177	29	a	a	DET
esrj-116670	177	30	high	high	ADJ
esrj-116670	177	31	value	value	NOUN
esrj-116670	177	32	of	of	ADP
esrj-116670	177	33	0.825137	0.825137	NUM
esrj-116670	177	34	.	.	PUNCT
esrj-116670	178	1	likewise	likewise	ADV
esrj-116670	178	2	,	,	PUNCT
esrj-116670	178	3	on	on	ADP
esrj-116670	178	4	march	march	PROPN
esrj-116670	178	5	2	2	NUM
esrj-116670	178	6	,	,	PUNCT
esrj-116670	178	7	2000	2000	NUM
esrj-116670	178	8	(	(	PUNCT
esrj-116670	178	9	fig	fig	NOUN
esrj-116670	178	10	.	.	PUNCT
esrj-116670	178	11	10b	10b	NOUN
esrj-116670	178	12	)	)	PUNCT
esrj-116670	178	13	,	,	PUNCT
esrj-116670	178	14	the	the	DET
esrj-116670	178	15	mean	mean	NOUN
esrj-116670	178	16	is	be	AUX
esrj-116670	178	17	zero	zero	NUM
esrj-116670	178	18	,	,	PUNCT
esrj-116670	178	19	the	the	DET
esrj-116670	178	20	lowest	low	ADJ
esrj-116670	178	21	is	be	AUX
esrj-116670	178	22	-0.818182	-0.818182	NOUN
esrj-116670	178	23	,	,	PUNCT
esrj-116670	178	24	and	and	CCONJ
esrj-116670	178	25	the	the	DET
esrj-116670	178	26	highest	high	ADJ
esrj-116670	178	27	is	be	AUX
esrj-116670	178	28	0.789474	0.789474	NUM
esrj-116670	178	29	.	.	PUNCT
esrj-116670	179	1	the	the	DET
esrj-116670	179	2	ndbi	ndbi	ADJ
esrj-116670	179	3	value	value	NOUN
esrj-116670	179	4	drops	drop	VERB
esrj-116670	179	5	to	to	ADP
esrj-116670	179	6	0.48659	0.48659	NUM
esrj-116670	179	7	by	by	ADP
esrj-116670	179	8	march	march	PROPN
esrj-116670	179	9	11	11	NUM
esrj-116670	179	10	,	,	PUNCT
esrj-116670	179	11	2009	2009	NUM
esrj-116670	179	12	(	(	PUNCT
esrj-116670	179	13	fig	fig	NOUN
esrj-116670	179	14	.	.	PUNCT
esrj-116670	179	15	10c	10c	NOUN
esrj-116670	179	16	)	)	PUNCT
esrj-116670	179	17	,	,	PUNCT
esrj-116670	179	18	with	with	ADP
esrj-116670	179	19	a	a	DET
esrj-116670	179	20	mean	mean	NOUN
esrj-116670	179	21	of	of	ADP
esrj-116670	179	22	0.01	0.01	NUM
esrj-116670	179	23	and	and	CCONJ
esrj-116670	179	24	a	a	DET
esrj-116670	179	25	minimum	minimum	NOUN
esrj-116670	179	26	of	of	ADP
esrj-116670	179	27	-0.478261	-0.478261	NOUN
esrj-116670	179	28	.	.	PUNCT
esrj-116670	180	1	the	the	DET
esrj-116670	180	2	highest	high	ADJ
esrj-116670	180	3	ndbi	ndbi	ADJ
esrj-116670	180	4	value	value	NOUN
esrj-116670	180	5	drops	drop	VERB
esrj-116670	180	6	even	even	ADV
esrj-116670	180	7	further	far	ADV
esrj-116670	180	8	to	to	ADP
esrj-116670	180	9	0.210882	0.210882	NUM
esrj-116670	180	10	by	by	ADP
esrj-116670	180	11	march	march	PROPN
esrj-116670	180	12	9	9	NUM
esrj-116670	180	13	,	,	PUNCT
esrj-116670	180	14	2020	2020	NUM
esrj-116670	180	15	(	(	PUNCT
esrj-116670	180	16	fig	fig	NOUN
esrj-116670	180	17	.	.	PUNCT
esrj-116670	180	18	10d	10d	NUM
esrj-116670	180	19	)	)	PUNCT
esrj-116670	180	20	,	,	PUNCT
esrj-116670	180	21	with	with	ADP
esrj-116670	180	22	a	a	DET
esrj-116670	180	23	mean	mean	NOUN
esrj-116670	180	24	of	of	ADP
esrj-116670	180	25	-0.1	-0.1	PROPN
esrj-116670	180	26	and	and	CCONJ
esrj-116670	180	27	a	a	DET
esrj-116670	180	28	minimum	minimum	NOUN
esrj-116670	180	29	of	of	ADP
esrj-116670	180	30	-0.415411	-0.415411	NOUN
esrj-116670	180	31	.	.	PUNCT
esrj-116670	181	1	these	these	DET
esrj-116670	181	2	results	result	NOUN
esrj-116670	181	3	point	point	VERB
esrj-116670	181	4	to	to	ADP
esrj-116670	181	5	a	a	DET
esrj-116670	181	6	pattern	pattern	NOUN
esrj-116670	181	7	of	of	ADP
esrj-116670	181	8	declining	decline	VERB
esrj-116670	181	9	vegetation	vegetation	NOUN
esrj-116670	181	10	cover	cover	NOUN
esrj-116670	181	11	over	over	ADP
esrj-116670	181	12	time	time	NOUN
esrj-116670	181	13	,	,	PUNCT
esrj-116670	181	14	with	with	ADP
esrj-116670	181	15	ndbi	ndbi	ADJ
esrj-116670	181	16	values	value	NOUN
esrj-116670	181	17	showing	show	VERB
esrj-116670	181	18	a	a	DET
esrj-116670	181	19	steady	steady	ADJ
esrj-116670	181	20	rise	rise	NOUN
esrj-116670	181	21	from	from	ADP
esrj-116670	181	22	1990	1990	NUM
esrj-116670	181	23	to	to	ADP
esrj-116670	181	24	2020	2020	NUM
esrj-116670	181	25	.	.	PUNCT
esrj-116670	182	1	this	this	DET
esrj-116670	182	2	trend	trend	NOUN
esrj-116670	182	3	is	be	AUX
esrj-116670	182	4	associated	associate	VERB
esrj-116670	182	5	with	with	ADP
esrj-116670	182	6	an	an	DET
esrj-116670	182	7	increase	increase	NOUN
esrj-116670	182	8	in	in	ADP
esrj-116670	182	9	land	land	NOUN
esrj-116670	182	10	surface	surface	NOUN
esrj-116670	182	11	temperature	temperature	NOUN
esrj-116670	182	12	(	(	PUNCT
esrj-116670	182	13	lst	lst	NOUN
esrj-116670	182	14	)	)	PUNCT
esrj-116670	182	15	over	over	ADP
esrj-116670	182	16	the	the	DET
esrj-116670	182	17	same	same	ADJ
esrj-116670	182	18	period	period	NOUN
esrj-116670	182	19	.	.	PUNCT
esrj-116670	183	1	table	table	NOUN
esrj-116670	183	2	5	5	NUM
esrj-116670	183	3	provides	provide	VERB
esrj-116670	183	4	a	a	DET
esrj-116670	183	5	comprehensive	comprehensive	ADJ
esrj-116670	183	6	overview	overview	NOUN
esrj-116670	183	7	of	of	ADP
esrj-116670	183	8	the	the	DET
esrj-116670	183	9	ndbi	ndbi	ADJ
esrj-116670	183	10	values	value	NOUN
esrj-116670	183	11	for	for	ADP
esrj-116670	183	12	the	the	DET
esrj-116670	183	13	specified	specified	ADJ
esrj-116670	183	14	years	year	NOUN
esrj-116670	183	15	.	.	PUNCT
esrj-116670	184	1	the	the	DET
esrj-116670	184	2	accuracy	accuracy	NOUN
esrj-116670	184	3	assessment	assessment	NOUN
esrj-116670	184	4	represents	represent	VERB
esrj-116670	184	5	the	the	DET
esrj-116670	184	6	final	final	ADJ
esrj-116670	184	7	stage	stage	NOUN
esrj-116670	184	8	in	in	ADP
esrj-116670	184	9	the	the	DET
esrj-116670	184	10	classification	classification	NOUN
esrj-116670	184	11	process	process	NOUN
esrj-116670	184	12	of	of	ADP
esrj-116670	184	13	satellite	satellite	NOUN
esrj-116670	184	14	images	image	NOUN
esrj-116670	184	15	.	.	PUNCT
esrj-116670	185	1	for	for	ADP
esrj-116670	185	2	march	march	PROPN
esrj-116670	185	3	1990	1990	NUM
esrj-116670	185	4	,	,	PUNCT
esrj-116670	185	5	2000	2000	NUM
esrj-116670	185	6	,	,	PUNCT
esrj-116670	185	7	2009	2009	NUM
esrj-116670	185	8	,	,	PUNCT
esrj-116670	185	9	and	and	CCONJ
esrj-116670	185	10	2020	2020	NUM
esrj-116670	185	11	,	,	PUNCT
esrj-116670	185	12	the	the	DET
esrj-116670	185	13	supervised	supervised	ADJ
esrj-116670	185	14	classification	classification	NOUN
esrj-116670	185	15	accuracy	accuracy	NOUN
esrj-116670	185	16	was	be	AUX
esrj-116670	185	17	evaluated	evaluate	VERB
esrj-116670	185	18	using	use	VERB
esrj-116670	185	19	30	30	NUM
esrj-116670	185	20	ground	ground	NOUN
esrj-116670	185	21	samples	sample	NOUN
esrj-116670	185	22	for	for	ADP
esrj-116670	185	23	each	each	DET
esrj-116670	185	24	year	year	NOUN
esrj-116670	185	25	.	.	PUNCT
esrj-116670	186	1	this	this	DET
esrj-116670	186	2	assessment	assessment	NOUN
esrj-116670	186	3	involved	involve	VERB
esrj-116670	186	4	determining	determine	VERB
esrj-116670	186	5	the	the	DET
esrj-116670	186	6	user	user	NOUN
esrj-116670	186	7	accuracy	accuracy	NOUN
esrj-116670	186	8	,	,	PUNCT
esrj-116670	186	9	producer	producer	NOUN
esrj-116670	186	10	accuracy	accuracy	NOUN
esrj-116670	186	11	,	,	PUNCT
esrj-116670	186	12	and	and	CCONJ
esrj-116670	186	13	overall	overall	ADJ
esrj-116670	186	14	accuracy	accuracy	NOUN
esrj-116670	186	15	for	for	ADP
esrj-116670	186	16	each	each	DET
esrj-116670	186	17	year	year	NOUN
esrj-116670	186	18	.	.	PUNCT
esrj-116670	187	1	the	the	DET
esrj-116670	187	2	resulting	result	VERB
esrj-116670	187	3	overall	overall	ADJ
esrj-116670	187	4	accuracies	accuracy	NOUN
esrj-116670	187	5	for	for	ADP
esrj-116670	187	6	the	the	DET
esrj-116670	187	7	respective	respective	ADJ
esrj-116670	187	8	years	year	NOUN
esrj-116670	187	9	,	,	PUNCT
esrj-116670	187	10	as	as	SCONJ
esrj-116670	187	11	calculated	calculate	VERB
esrj-116670	187	12	above	above	ADV
esrj-116670	187	13	,	,	PUNCT
esrj-116670	187	14	were	be	AUX
esrj-116670	187	15	53.3	53.3	NUM
esrj-116670	187	16	%	%	NOUN
esrj-116670	187	17	,	,	PUNCT
esrj-116670	187	18	56.6	56.6	NUM
esrj-116670	187	19	%	%	NOUN
esrj-116670	187	20	,	,	PUNCT
esrj-116670	187	21	63.3	63.3	NUM
esrj-116670	187	22	%	%	NOUN
esrj-116670	187	23	,	,	PUNCT
esrj-116670	187	24	and	and	CCONJ
esrj-116670	187	25	63.3	63.3	NUM
esrj-116670	187	26	%	%	NOUN
esrj-116670	187	27	.	.	PUNCT
esrj-116670	188	1	table	table	NOUN
esrj-116670	188	2	5	5	NUM
esrj-116670	188	3	.	.	PUNCT
esrj-116670	188	4	normalized	normalize	VERB
esrj-116670	188	5	difference	difference	NOUN
esrj-116670	188	6	built	build	VERB
esrj-116670	188	7	up	up	ADP
esrj-116670	188	8	index	index	NOUN
esrj-116670	188	9	of	of	ADP
esrj-116670	188	10	the	the	DET
esrj-116670	188	11	data	datum	NOUN
esrj-116670	188	12	collected	collect	VERB
esrj-116670	188	13	on	on	ADP
esrj-116670	188	14	year	year	NOUN
esrj-116670	188	15	basis	basis	NOUN
esrj-116670	188	16	.	.	PUNCT
esrj-116670	189	1	normalized	normalize	VERB
esrj-116670	189	2	difference	difference	NOUN
esrj-116670	189	3	built	build	VERB
esrj-116670	189	4	up	up	ADP
esrj-116670	189	5	index	index	NOUN
esrj-116670	189	6	year	year	NOUN
esrj-116670	189	7	max	max	PROPN
esrj-116670	189	8	min	min	PROPN
esrj-116670	189	9	mean	mean	VERB
esrj-116670	189	10	1990	1990	NUM
esrj-116670	189	11	0.82	0.82	NUM
esrj-116670	189	12	-0.72	-0.72	NUM
esrj-116670	189	13	0.05	0.05	NUM
esrj-116670	189	14	2000	2000	NUM
esrj-116670	189	15	0.78	0.78	NUM
esrj-116670	189	16	-0.81	-0.81	NOUN
esrj-116670	189	17	0	0	NUM
esrj-116670	189	18	2009	2009	NUM
esrj-116670	189	19	0.48	0.48	NUM
esrj-116670	189	20	-0.47	-0.47	PROPN
esrj-116670	189	21	0.01	0.01	NUM
esrj-116670	189	22	2020	2020	NUM
esrj-116670	189	23	0.21	0.21	NUM
esrj-116670	189	24	-0.41	-0.41	NUM
esrj-116670	189	25	-0.1	-0.1	PROPN
esrj-116670	189	26	figure	figure	NOUN
esrj-116670	189	27	9	9	NUM
esrj-116670	189	28	.	.	PUNCT
esrj-116670	189	29	graphical	graphical	ADJ
esrj-116670	189	30	representation	representation	NOUN
esrj-116670	189	31	for	for	ADP
esrj-116670	189	32	ndbi	ndbi	NOUN
esrj-116670	189	33	,	,	PUNCT
esrj-116670	189	34	showing	show	VERB
esrj-116670	189	35	max	max	PROPN
esrj-116670	189	36	,	,	PUNCT
esrj-116670	189	37	min	min	PROPN
esrj-116670	189	38	and	and	CCONJ
esrj-116670	189	39	mean	mean	ADJ
esrj-116670	189	40	value	value	NOUN
esrj-116670	189	41	for	for	ADP
esrj-116670	189	42	the	the	DET
esrj-116670	189	43	studied	studied	ADJ
esrj-116670	189	44	year	year	NOUN
esrj-116670	189	45	.	.	PUNCT
esrj-116670	190	1	figure	figure	NOUN
esrj-116670	190	2	10	10	NUM
esrj-116670	190	3	.	.	PUNCT
esrj-116670	191	1	normalized	normalize	VERB
esrj-116670	191	2	difference	difference	NOUN
esrj-116670	191	3	built	build	VERB
esrj-116670	191	4	up	up	ADP
esrj-116670	191	5	index	index	NOUN
esrj-116670	191	6	(	(	PUNCT
esrj-116670	191	7	a	a	NOUN
esrj-116670	191	8	)	)	PUNCT
esrj-116670	191	9	for	for	ADP
esrj-116670	191	10	year	year	NOUN
esrj-116670	191	11	1990	1990	NUM
esrj-116670	191	12	(	(	PUNCT
esrj-116670	191	13	b	b	NOUN
esrj-116670	191	14	)	)	PUNCT
esrj-116670	191	15	for	for	ADP
esrj-116670	191	16	year	year	NOUN
esrj-116670	191	17	2000	2000	NUM
esrj-116670	191	18	(	(	PUNCT
esrj-116670	191	19	c	c	NOUN
esrj-116670	191	20	)	)	PUNCT
esrj-116670	191	21	for	for	ADP
esrj-116670	191	22	year	year	NOUN
esrj-116670	191	23	2009	2009	NUM
esrj-116670	191	24	(	(	PUNCT
esrj-116670	191	25	d	d	NOUN
esrj-116670	191	26	)	)	PUNCT
esrj-116670	191	27	for	for	ADP
esrj-116670	191	28	year	year	NOUN
esrj-116670	191	29	2020	2020	NUM
esrj-116670	191	30	.	.	PUNCT
esrj-116670	192	1	discussion	discussion	NOUN
esrj-116670	192	2	an	an	DET
esrj-116670	192	3	investigation	investigation	NOUN
esrj-116670	192	4	of	of	ADP
esrj-116670	192	5	land	land	NOUN
esrj-116670	192	6	surface	surface	NOUN
esrj-116670	192	7	temperature	temperature	NOUN
esrj-116670	192	8	(	(	PUNCT
esrj-116670	192	9	lst	lst	NOUN
esrj-116670	192	10	)	)	PUNCT
esrj-116670	192	11	connections	connection	NOUN
esrj-116670	192	12	with	with	ADP
esrj-116670	192	13	vegetation	vegetation	NOUN
esrj-116670	192	14	cover	cover	NOUN
esrj-116670	192	15	(	(	PUNCT
esrj-116670	192	16	ndvi	ndvi	NOUN
esrj-116670	192	17	)	)	PUNCT
esrj-116670	192	18	and	and	CCONJ
esrj-116670	192	19	built	build	VERB
esrj-116670	192	20	-	-	PUNCT
esrj-116670	192	21	up	up	ADP
esrj-116670	192	22	areas	area	NOUN
esrj-116670	192	23	(	(	PUNCT
esrj-116670	192	24	ndbi	ndbi	ADJ
esrj-116670	192	25	)	)	PUNCT
esrj-116670	192	26	in	in	ADP
esrj-116670	192	27	chiniot	chiniot	NOUN
esrj-116670	192	28	district	district	NOUN
esrj-116670	192	29	,	,	PUNCT
esrj-116670	192	30	punjab	punjab	PROPN
esrj-116670	192	31	,	,	PUNCT
esrj-116670	192	32	pakistan	pakistan	PROPN
esrj-116670	192	33	was	be	AUX
esrj-116670	192	34	conducted	conduct	VERB
esrj-116670	192	35	through	through	ADP
esrj-116670	192	36	landsat	landsat	PROPN
esrj-116670	192	37	imagery	imagery	NOUN
esrj-116670	192	38	evaluation	evaluation	NOUN
esrj-116670	192	39	from	from	ADP
esrj-116670	192	40	1990	1990	NUM
esrj-116670	192	41	to	to	ADP
esrj-116670	192	42	2000	2000	NUM
esrj-116670	192	43	to	to	ADP
esrj-116670	192	44	2009	2009	NUM
esrj-116670	192	45	to	to	ADP
esrj-116670	192	46	2020	2020	NUM
esrj-116670	192	47	.	.	PUNCT
esrj-116670	193	1	analysis	analysis	NOUN
esrj-116670	193	2	shows	show	VERB
esrj-116670	193	3	that	that	SCONJ
esrj-116670	193	4	local	local	ADJ
esrj-116670	193	5	environmental	environmental	ADJ
esrj-116670	193	6	transformation	transformation	NOUN
esrj-116670	193	7	has	have	AUX
esrj-116670	193	8	involved	involve	VERB
esrj-116670	193	9	both	both	DET
esrj-116670	193	10	vegetation	vegetation	NOUN
esrj-116670	193	11	reduction	reduction	NOUN
esrj-116670	193	12	and	and	CCONJ
esrj-116670	193	13	built	build	VERB
esrj-116670	193	14	-	-	PUNCT
esrj-116670	193	15	up	up	ADP
esrj-116670	193	16	area	area	NOUN
esrj-116670	193	17	expansion	expansion	NOUN
esrj-116670	193	18	while	while	SCONJ
esrj-116670	193	19	lst	lst	NOUN
esrj-116670	193	20	values	value	NOUN
esrj-116670	193	21	rose	rise	VERB
esrj-116670	193	22	substantially	substantially	ADV
esrj-116670	193	23	over	over	ADP
esrj-116670	193	24	30	30	NUM
esrj-116670	193	25	years	year	NOUN
esrj-116670	193	26	.	.	PUNCT
esrj-116670	194	1	vegetation	vegetation	NOUN
esrj-116670	194	2	greenness	greenness	NOUN
esrj-116670	194	3	and	and	CCONJ
esrj-116670	194	4	density	density	NOUN
esrj-116670	194	5	show	show	NOUN
esrj-116670	194	6	reduced	reduce	VERB
esrj-116670	194	7	ndvi	ndvi	NOUN
esrj-116670	194	8	measurements	measurement	NOUN
esrj-116670	194	9	throughout	throughout	ADP
esrj-116670	194	10	the	the	DET
esrj-116670	194	11	1990s	1990	NOUN
esrj-116670	194	12	until	until	ADP
esrj-116670	194	13	2020	2020	NUM
esrj-116670	194	14	.	.	PUNCT
esrj-116670	195	1	the	the	DET
esrj-116670	195	2	growing	grow	VERB
esrj-116670	195	3	built	build	VERB
esrj-116670	195	4	-	-	PUNCT
esrj-116670	195	5	up	up	ADP
esrj-116670	195	6	area	area	NOUN
esrj-116670	195	7	supports	support	VERB
esrj-116670	195	8	the	the	DET
esrj-116670	195	9	transformation	transformation	NOUN
esrj-116670	195	10	of	of	ADP
esrj-116670	195	11	vegetated	vegetate	VERB
esrj-116670	195	12	land	land	NOUN
esrj-116670	195	13	into	into	ADP
esrj-116670	195	14	urban	urban	ADJ
esrj-116670	195	15	development	development	NOUN
esrj-116670	195	16	since	since	SCONJ
esrj-116670	195	17	this	this	DET
esrj-116670	195	18	pattern	pattern	NOUN
esrj-116670	195	19	remains	remain	VERB
esrj-116670	195	20	consistent	consistent	ADJ
esrj-116670	195	21	across	across	ADP
esrj-116670	195	22	time	time	NOUN
esrj-116670	195	23	.	.	PUNCT
esrj-116670	196	1	the	the	DET
esrj-116670	196	2	reduction	reduction	NOUN
esrj-116670	196	3	in	in	ADP
esrj-116670	196	4	vegetation	vegetation	NOUN
esrj-116670	196	5	creates	create	VERB
esrj-116670	196	6	severe	severe	ADJ
esrj-116670	196	7	impacts	impact	NOUN
esrj-116670	196	8	on	on	ADP
esrj-116670	196	9	environmental	environmental	ADJ
esrj-116670	196	10	services	service	NOUN
esrj-116670	196	11	by	by	ADP
esrj-116670	196	12	diminishing	diminish	VERB
esrj-116670	196	13	carbon	carbon	NOUN
esrj-116670	196	14	uptake	uptake	NOUN
esrj-116670	196	15	and	and	CCONJ
esrj-116670	196	16	air	air	NOUN
esrj-116670	196	17	quality	quality	NOUN
esrj-116670	196	18	improvement	improvement	NOUN
esrj-116670	196	19	and	and	CCONJ
esrj-116670	196	20	failing	fail	VERB
esrj-116670	196	21	to	to	PART
esrj-116670	196	22	control	control	VERB
esrj-116670	196	23	temperatures	temperature	NOUN
esrj-116670	196	24	.	.	PUNCT
esrj-116670	197	1	when	when	SCONJ
esrj-116670	197	2	vegetation	vegetation	NOUN
esrj-116670	197	3	covers	cover	VERB
esrj-116670	197	4	decreases	decrease	NOUN
esrj-116670	197	5	it	it	PRON
esrj-116670	197	6	facilitates	facilitate	VERB
esrj-116670	197	7	more	more	ADJ
esrj-116670	197	8	surface	surface	NOUN
esrj-116670	197	9	runoff	runoff	NOUN
esrj-116670	197	10	and	and	CCONJ
esrj-116670	197	11	more	more	ADJ
esrj-116670	197	12	soil	soil	NOUN
esrj-116670	197	13	erosion	erosion	NOUN
esrj-116670	197	14	occurs	occur	VERB
esrj-116670	197	15	.	.	PUNCT
esrj-116670	198	1	an	an	DET
esrj-116670	198	2	analysis	analysis	NOUN
esrj-116670	198	3	of	of	ADP
esrj-116670	198	4	lst	lst	NOUN
esrj-116670	198	5	shows	show	VERB
esrj-116670	198	6	that	that	SCONJ
esrj-116670	198	7	ground	ground	NOUN
esrj-116670	198	8	temperatures	temperature	NOUN
esrj-116670	198	9	in	in	ADP
esrj-116670	198	10	the	the	DET
esrj-116670	198	11	area	area	NOUN
esrj-116670	198	12	have	have	AUX
esrj-116670	198	13	significantly	significantly	ADV
esrj-116670	198	14	increased	increase	VERB
esrj-116670	198	15	throughout	throughout	ADP
esrj-116670	198	16	the	the	DET
esrj-116670	198	17	research	research	NOUN
esrj-116670	198	18	timeframe	timeframe	NOUN
esrj-116670	198	19	.	.	PUNCT
esrj-116670	199	1	analysis	analysis	NOUN
esrj-116670	199	2	shows	show	VERB
esrj-116670	199	3	that	that	SCONJ
esrj-116670	199	4	temperature	temperature	NOUN
esrj-116670	199	5	increased	increase	VERB
esrj-116670	199	6	from	from	ADP
esrj-116670	199	7	14.71⁰c	14.71⁰c	NUM
esrj-116670	199	8	during	during	ADP
esrj-116670	199	9	1990	1990	NUM
esrj-116670	199	10	to	to	ADP
esrj-116670	199	11	25.02⁰c	25.02⁰c	NOUN
esrj-116670	199	12	at	at	ADP
esrj-116670	199	13	2020	2020	NUM
esrj-116670	199	14	indicating	indicate	VERB
esrj-116670	199	15	an	an	DET
esrj-116670	199	16	upward	upward	ADJ
esrj-116670	199	17	temperature	temperature	NOUN
esrj-116670	199	18	pattern	pattern	NOUN
esrj-116670	199	19	in	in	ADP
esrj-116670	199	20	this	this	DET
esrj-116670	199	21	area	area	NOUN
esrj-116670	199	22	.	.	PUNCT
esrj-116670	200	1	an	an	DET
esrj-116670	200	2	increase	increase	NOUN
esrj-116670	200	3	in	in	ADP
esrj-116670	200	4	temperature	temperature	NOUN
esrj-116670	200	5	results	result	NOUN
esrj-116670	200	6	from	from	ADP
esrj-116670	200	7	multiple	multiple	ADJ
esrj-116670	200	8	factors	factor	NOUN
esrj-116670	200	9	such	such	ADJ
esrj-116670	200	10	as	as	ADP
esrj-116670	200	11	built	build	VERB
esrj-116670	200	12	-	-	PUNCT
esrj-116670	200	13	up	up	ADP
esrj-116670	200	14	area	area	NOUN
esrj-116670	200	15	spread	spread	NOUN
esrj-116670	200	16	that	that	PRON
esrj-116670	200	17	maintains	maintain	VERB
esrj-116670	200	18	heat	heat	NOUN
esrj-116670	200	19	better	well	ADV
esrj-116670	200	20	than	than	ADP
esrj-116670	200	21	vegetated	vegetate	VERB
esrj-116670	200	22	landscapes	landscape	NOUN
esrj-116670	200	23	(	(	PUNCT
esrj-116670	200	24	oke	oke	NOUN
esrj-116670	200	25	,	,	PUNCT
esrj-116670	200	26	1982	1982	NUM
esrj-116670	200	27	)	)	PUNCT
esrj-116670	200	28	.	.	PUNCT
esrj-116670	201	1	the	the	DET
esrj-116670	201	2	measurements	measurement	NOUN
esrj-116670	201	3	of	of	ADP
esrj-116670	201	4	rising	rise	VERB
esrj-116670	201	5	lst	lst	NOUN
esrj-116670	201	6	match	match	VERB
esrj-116670	201	7	the	the	DET
esrj-116670	201	8	ndvi	ndvi	NOUN
esrj-116670	201	9	reduction	reduction	NOUN
esrj-116670	201	10	because	because	SCONJ
esrj-116670	201	11	vegetation	vegetation	NOUN
esrj-116670	201	12	dramatically	dramatically	ADV
esrj-116670	201	13	affects	affect	VERB
esrj-116670	201	14	evaporative	evaporative	ADJ
esrj-116670	201	15	cooling	cooling	NOUN
esrj-116670	201	16	which	which	PRON
esrj-116670	201	17	controls	control	VERB
esrj-116670	201	18	surface	surface	NOUN
esrj-116670	201	19	temperature	temperature	NOUN
esrj-116670	201	20	.	.	PUNCT
esrj-116670	202	1	the	the	DET
esrj-116670	202	2	research	research	NOUN
esrj-116670	202	3	notes	note	VERB
esrj-116670	202	4	how	how	SCONJ
esrj-116670	202	5	riverbed	riverbed	NOUN
esrj-116670	202	6	sands	sand	NOUN
esrj-116670	202	7	might	might	AUX
esrj-116670	202	8	affect	affect	VERB
esrj-116670	202	9	surface	surface	NOUN
esrj-116670	202	10	temperatures	temperature	NOUN
esrj-116670	202	11	and	and	CCONJ
esrj-116670	202	12	confirms	confirm	VERB
esrj-116670	202	13	the	the	DET
esrj-116670	202	14	same	same	ADJ
esrj-116670	202	15	finding	finding	NOUN
esrj-116670	202	16	as	as	ADP
esrj-116670	202	17	yaseen	yaseen	PROPN
esrj-116670	202	18	&	&	CCONJ
esrj-116670	202	19	khan	khan	PROPN
esrj-116670	202	20	(	(	PUNCT
esrj-116670	202	21	2022	2022	NUM
esrj-116670	202	22	)	)	PUNCT
esrj-116670	202	23	,	,	PUNCT
esrj-116670	202	24	highlighting	highlight	VERB
esrj-116670	202	25	the	the	DET
esrj-116670	202	26	importance	importance	NOUN
esrj-116670	202	27	of	of	ADP
esrj-116670	202	28	considering	consider	VERB
esrj-116670	202	29	local	local	ADJ
esrj-116670	202	30	geographical	geographical	ADJ
esrj-116670	202	31	features	feature	NOUN
esrj-116670	202	32	.	.	PUNCT
esrj-116670	203	1	the	the	DET
esrj-116670	203	2	supervised	supervised	ADJ
esrj-116670	203	3	classification	classification	NOUN
esrj-116670	203	4	method	method	NOUN
esrj-116670	203	5	verifies	verifie	NOUN
esrj-116670	203	6	the	the	DET
esrj-116670	203	7	assessment	assessment	NOUN
esrj-116670	203	8	findings	finding	NOUN
esrj-116670	203	9	obtained	obtain	VERB
esrj-116670	203	10	throughout	throughout	ADP
esrj-116670	203	11	the	the	DET
esrj-116670	203	12	study	study	NOUN
esrj-116670	203	13	.	.	PUNCT
esrj-116670	204	1	the	the	DET
esrj-116670	204	2	results	result	NOUN
esrj-116670	204	3	show	show	VERB
esrj-116670	204	4	an	an	DET
esrj-116670	204	5	unbroken	unbroken	ADJ
esrj-116670	204	6	upward	upward	ADJ
esrj-116670	204	7	pattern	pattern	NOUN
esrj-116670	204	8	of	of	ADP
esrj-116670	204	9	built	build	VERB
esrj-116670	204	10	-	-	PUNCT
esrj-116670	204	11	up	up	ADP
esrj-116670	204	12	areas	area	NOUN
esrj-116670	204	13	alongside	alongside	ADP
esrj-116670	204	14	a	a	DET
esrj-116670	204	15	downward	downward	ADJ
esrj-116670	204	16	pattern	pattern	NOUN
esrj-116670	204	17	of	of	ADP
esrj-116670	204	18	vegetation	vegetation	NOUN
esrj-116670	204	19	cover	cover	NOUN
esrj-116670	204	20	which	which	DET
esrj-116670	204	21	21monitoring	21monitore	VERB
esrj-116670	204	22	land	land	NOUN
esrj-116670	204	23	surface	surface	NOUN
esrj-116670	204	24	temperature	temperature	NOUN
esrj-116670	204	25	and	and	CCONJ
esrj-116670	204	26	vegetation	vegetation	NOUN
esrj-116670	204	27	dynamics	dynamic	NOUN
esrj-116670	204	28	in	in	ADP
esrj-116670	204	29	response	response	NOUN
esrj-116670	204	30	to	to	ADP
esrj-116670	204	31	land	land	NOUN
esrj-116670	204	32	use	use	NOUN
esrj-116670	204	33	changes	change	NOUN
esrj-116670	204	34	using	use	VERB
esrj-116670	204	35	spatiotemporal	spatiotemporal	ADJ
esrj-116670	204	36	analysis	analysis	NOUN
esrj-116670	204	37	in	in	ADP
esrj-116670	204	38	district	district	NOUN
esrj-116670	204	39	chiniot	chiniot	NOUN
esrj-116670	204	40	,	,	PUNCT
esrj-116670	204	41	punjab	punjab	ADJ
esrj-116670	204	42	pakistan	pakistan	PROPN
esrj-116670	204	43	indicates	indicate	VERB
esrj-116670	204	44	the	the	DET
esrj-116670	204	45	urbanization	urbanization	NOUN
esrj-116670	204	46	trend	trend	NOUN
esrj-116670	204	47	in	in	ADP
esrj-116670	204	48	chiniot	chiniot	NOUN
esrj-116670	204	49	district	district	NOUN
esrj-116670	204	50	.	.	PUNCT
esrj-116670	205	1	the	the	DET
esrj-116670	205	2	transformation	transformation	NOUN
esrj-116670	205	3	of	of	ADP
esrj-116670	205	4	land	land	NOUN
esrj-116670	205	5	cover	cover	NOUN
esrj-116670	205	6	structure	structure	NOUN
esrj-116670	205	7	generates	generate	VERB
esrj-116670	205	8	direct	direct	ADJ
esrj-116670	205	9	effects	effect	NOUN
esrj-116670	205	10	on	on	ADP
esrj-116670	205	11	both	both	CCONJ
esrj-116670	205	12	the	the	DET
esrj-116670	205	13	lst	lst	NOUN
esrj-116670	205	14	observation	observation	NOUN
esrj-116670	205	15	and	and	CCONJ
esrj-116670	205	16	ndvi	ndvi	NOUN
esrj-116670	205	17	assessment	assessment	NOUN
esrj-116670	205	18	.	.	PUNCT
esrj-116670	206	1	built	build	VERB
esrj-116670	206	2	-	-	PUNCT
esrj-116670	206	3	up	up	ADP
esrj-116670	206	4	areas	area	NOUN
esrj-116670	206	5	that	that	PRON
esrj-116670	206	6	gain	gain	VERB
esrj-116670	206	7	more	more	ADV
esrj-116670	206	8	impervious	impervious	ADJ
esrj-116670	206	9	surfaces	surface	NOUN
esrj-116670	206	10	produce	produce	VERB
esrj-116670	206	11	elevated	elevate	VERB
esrj-116670	206	12	lst	lst	NOUN
esrj-116670	206	13	and	and	CCONJ
esrj-116670	206	14	simultaneously	simultaneously	ADV
esrj-116670	206	15	reduced	reduce	VERB
esrj-116670	206	16	ndvi	ndvi	NOUN
esrj-116670	206	17	values	value	NOUN
esrj-116670	206	18	result	result	VERB
esrj-116670	206	19	from	from	ADP
esrj-116670	206	20	losing	lose	VERB
esrj-116670	206	21	vegetated	vegetate	VERB
esrj-116670	206	22	surfaces	surface	NOUN
esrj-116670	206	23	.	.	PUNCT
esrj-116670	207	1	the	the	DET
esrj-116670	207	2	factor	factor	NOUN
esrj-116670	207	3	was	be	AUX
esrj-116670	207	4	in	in	ADP
esrj-116670	207	5	correlation	correlation	NOUN
esrj-116670	207	6	with	with	ADP
esrj-116670	207	7	the	the	DET
esrj-116670	207	8	study	study	NOUN
esrj-116670	207	9	conducted	conduct	VERB
esrj-116670	207	10	by	by	ADP
esrj-116670	207	11	(	(	PUNCT
esrj-116670	207	12	ullah	ullah	PROPN
esrj-116670	207	13	et	et	PROPN
esrj-116670	207	14	al	al	PROPN
esrj-116670	207	15	.	.	PROPN
esrj-116670	207	16	,	,	PUNCT
esrj-116670	207	17	2024	2024	NUM
esrj-116670	207	18	)	)	PUNCT
esrj-116670	207	19	addressing	address	VERB
esrj-116670	207	20	the	the	DET
esrj-116670	207	21	impact	impact	NOUN
esrj-116670	207	22	of	of	ADP
esrj-116670	207	23	the	the	DET
esrj-116670	207	24	supervised	supervised	ADJ
esrj-116670	207	25	classification	classification	NOUN
esrj-116670	207	26	using	use	VERB
esrj-116670	207	27	advanced	advanced	ADJ
esrj-116670	207	28	deep	deep	ADJ
esrj-116670	207	29	learning	learning	NOUN
esrj-116670	207	30	algorithms	algorithm	NOUN
esrj-116670	207	31	.	.	PUNCT
esrj-116670	208	1	the	the	DET
esrj-116670	208	2	ndbi	ndbi	ADJ
esrj-116670	208	3	assessment	assessment	NOUN
esrj-116670	208	4	validates	validate	VERB
esrj-116670	208	5	the	the	DET
esrj-116670	208	6	classification	classification	NOUN
esrj-116670	208	7	output	output	NOUN
esrj-116670	208	8	results	result	NOUN
esrj-116670	208	9	previously	previously	ADV
esrj-116670	208	10	discovered	discover	VERB
esrj-116670	208	11	.	.	PUNCT
esrj-116670	209	1	data	datum	NOUN
esrj-116670	209	2	shows	show	VERB
esrj-116670	209	3	ndbi	ndbi	NOUN
esrj-116670	209	4	increasing	increase	VERB
esrj-116670	209	5	steadily	steadily	ADV
esrj-116670	209	6	throughout	throughout	ADP
esrj-116670	209	7	the	the	DET
esrj-116670	209	8	years	year	NOUN
esrj-116670	209	9	1990	1990	NUM
esrj-116670	209	10	to	to	ADP
esrj-116670	209	11	2020	2020	NUM
esrj-116670	209	12	which	which	PRON
esrj-116670	209	13	demonstrates	demonstrate	VERB
esrj-116670	209	14	expanding	expand	VERB
esrj-116670	209	15	built	build	VERB
esrj-116670	209	16	-	-	PUNCT
esrj-116670	209	17	up	up	ADP
esrj-116670	209	18	areas	area	NOUN
esrj-116670	209	19	and	and	CCONJ
esrj-116670	209	20	disappearing	disappear	VERB
esrj-116670	209	21	vegetation	vegetation	NOUN
esrj-116670	209	22	.	.	PUNCT
esrj-116670	210	1	thermal	thermal	ADJ
esrj-116670	210	2	environmental	environmental	ADJ
esrj-116670	210	3	effects	effect	NOUN
esrj-116670	210	4	result	result	VERB
esrj-116670	210	5	from	from	ADP
esrj-116670	210	6	a	a	DET
esrj-116670	210	7	mixture	mixture	NOUN
esrj-116670	210	8	of	of	ADP
esrj-116670	210	9	ndvi	ndvi	NOUN
esrj-116670	210	10	and	and	CCONJ
esrj-116670	210	11	ndbi	ndbi	ADJ
esrj-116670	210	12	alongside	alongside	ADP
esrj-116670	210	13	lst	lst	NOUN
esrj-116670	210	14	according	accord	VERB
esrj-116670	210	15	to	to	ADP
esrj-116670	210	16	their	their	PRON
esrj-116670	210	17	mutual	mutual	ADJ
esrj-116670	210	18	correlations	correlation	NOUN
esrj-116670	210	19	.	.	PUNCT
esrj-116670	211	1	accuracy	accuracy	NOUN
esrj-116670	211	2	assessment	assessment	NOUN
esrj-116670	211	3	of	of	ADP
esrj-116670	211	4	supervised	supervised	ADJ
esrj-116670	211	5	classification	classification	NOUN
esrj-116670	211	6	provides	provide	VERB
esrj-116670	211	7	essential	essential	ADJ
esrj-116670	211	8	information	information	NOUN
esrj-116670	211	9	about	about	ADP
esrj-116670	211	10	the	the	DET
esrj-116670	211	11	reliability	reliability	NOUN
esrj-116670	211	12	of	of	ADP
esrj-116670	211	13	the	the	DET
esrj-116670	211	14	land	land	NOUN
esrj-116670	211	15	cover	cover	NOUN
esrj-116670	211	16	classification	classification	NOUN
esrj-116670	211	17	results	result	NOUN
esrj-116670	211	18	.	.	PUNCT
esrj-116670	212	1	although	although	SCONJ
esrj-116670	212	2	the	the	DET
esrj-116670	212	3	range	range	NOUN
esrj-116670	212	4	of	of	ADP
esrj-116670	212	5	accuracy	accuracy	NOUN
esrj-116670	212	6	between	between	ADP
esrj-116670	212	7	53.3	53.3	NUM
esrj-116670	212	8	%	%	NOUN
esrj-116670	212	9	to	to	ADP
esrj-116670	212	10	63.3	63.3	NUM
esrj-116670	212	11	%	%	NOUN
esrj-116670	212	12	is	be	AUX
esrj-116670	212	13	moderate	moderate	ADJ
esrj-116670	212	14	it	it	PRON
esrj-116670	212	15	offers	offer	VERB
esrj-116670	212	16	essential	essential	ADJ
esrj-116670	212	17	information	information	NOUN
esrj-116670	212	18	about	about	ADP
esrj-116670	212	19	land	land	NOUN
esrj-116670	212	20	cover	cover	NOUN
esrj-116670	212	21	transformations	transformation	NOUN
esrj-116670	212	22	in	in	ADP
esrj-116670	212	23	the	the	DET
esrj-116670	212	24	studied	studied	ADJ
esrj-116670	212	25	area	area	NOUN
esrj-116670	212	26	.	.	PUNCT
esrj-116670	213	1	the	the	DET
esrj-116670	213	2	classification	classification	NOUN
esrj-116670	213	3	accuracy	accuracy	NOUN
esrj-116670	213	4	might	might	AUX
esrj-116670	213	5	benefit	benefit	VERB
esrj-116670	213	6	from	from	ADP
esrj-116670	213	7	improved	improved	ADJ
esrj-116670	213	8	classification	classification	NOUN
esrj-116670	213	9	approaches	approach	NOUN
esrj-116670	213	10	together	together	ADV
esrj-116670	213	11	with	with	ADP
esrj-116670	213	12	imagery	imagery	NOUN
esrj-116670	213	13	resolution	resolution	NOUN
esrj-116670	213	14	improvements	improvement	NOUN
esrj-116670	213	15	.	.	PUNCT
esrj-116670	214	1	overall	overall	ADV
esrj-116670	214	2	,	,	PUNCT
esrj-116670	214	3	the	the	DET
esrj-116670	214	4	research	research	NOUN
esrj-116670	214	5	shows	show	VERB
esrj-116670	214	6	how	how	SCONJ
esrj-116670	214	7	remote	remote	ADJ
esrj-116670	214	8	sensing	sense	VERB
esrj-116670	214	9	methods	method	NOUN
esrj-116670	214	10	serve	serve	VERB
esrj-116670	214	11	effectively	effectively	ADV
esrj-116670	214	12	for	for	ADP
esrj-116670	214	13	detecting	detect	VERB
esrj-116670	214	14	land	land	NOUN
esrj-116670	214	15	use	use	NOUN
esrj-116670	214	16	modification	modification	NOUN
esrj-116670	214	17	effects	effect	NOUN
esrj-116670	214	18	on	on	ADP
esrj-116670	214	19	vegetation	vegetation	NOUN
esrj-116670	214	20	cover	cover	NOUN
esrj-116670	214	21	and	and	CCONJ
esrj-116670	214	22	lst	lst	VERB
esrj-116670	214	23	distributions	distribution	NOUN
esrj-116670	214	24	.	.	PUNCT
esrj-116670	215	1	this	this	DET
esrj-116670	215	2	research	research	NOUN
esrj-116670	215	3	shows	show	VERB
esrj-116670	215	4	that	that	SCONJ
esrj-116670	215	5	cities	city	NOUN
esrj-116670	215	6	need	need	VERB
esrj-116670	215	7	sustainable	sustainable	ADJ
esrj-116670	215	8	land	land	NOUN
esrj-116670	215	9	management	management	NOUN
esrj-116670	215	10	strategies	strategy	NOUN
esrj-116670	215	11	for	for	ADP
esrj-116670	215	12	urban	urban	ADJ
esrj-116670	215	13	planning	planning	NOUN
esrj-116670	215	14	since	since	SCONJ
esrj-116670	215	15	these	these	DET
esrj-116670	215	16	approaches	approach	NOUN
esrj-116670	215	17	will	will	AUX
esrj-116670	215	18	counteract	counteract	VERB
esrj-116670	215	19	the	the	DET
esrj-116670	215	20	adverse	adverse	ADJ
esrj-116670	215	21	effects	effect	NOUN
esrj-116670	215	22	of	of	ADP
esrj-116670	215	23	urban	urban	ADJ
esrj-116670	215	24	growth	growth	NOUN
esrj-116670	215	25	such	such	ADJ
esrj-116670	215	26	as	as	ADP
esrj-116670	215	27	overheating	overheat	VERB
esrj-116670	215	28	heat	heat	NOUN
esrj-116670	215	29	islands	island	NOUN
esrj-116670	215	30	and	and	CCONJ
esrj-116670	215	31	service	service	NOUN
esrj-116670	215	32	ecosystem	ecosystem	NOUN
esrj-116670	215	33	depletion	depletion	NOUN
esrj-116670	215	34	.	.	PUNCT
esrj-116670	216	1	future	future	ADJ
esrj-116670	216	2	studies	study	NOUN
esrj-116670	216	3	need	need	VERB
esrj-116670	216	4	to	to	PART
esrj-116670	216	5	identify	identify	VERB
esrj-116670	216	6	particular	particular	ADJ
esrj-116670	216	7	drivers	driver	NOUN
esrj-116670	216	8	of	of	ADP
esrj-116670	216	9	land	land	NOUN
esrj-116670	216	10	cover	cover	NOUN
esrj-116670	216	11	modifications	modification	NOUN
esrj-116670	216	12	in	in	ADP
esrj-116670	216	13	chiniot	chiniot	NOUN
esrj-116670	216	14	district	district	NOUN
esrj-116670	216	15	while	while	SCONJ
esrj-116670	216	16	assessing	assess	VERB
esrj-116670	216	17	related	relate	VERB
esrj-116670	216	18	local	local	ADJ
esrj-116670	216	19	climate	climate	NOUN
esrj-116670	216	20	and	and	CCONJ
esrj-116670	216	21	water	water	NOUN
esrj-116670	216	22	resource	resource	NOUN
esrj-116670	216	23	effects	effect	NOUN
esrj-116670	216	24	.	.	PUNCT
esrj-116670	217	1	socio	socio	NOUN
esrj-116670	217	2	-	-	PUNCT
esrj-116670	217	3	economic	economic	ADJ
esrj-116670	217	4	information	information	NOUN
esrj-116670	217	5	would	would	AUX
esrj-116670	217	6	create	create	VERB
esrj-116670	217	7	a	a	DET
esrj-116670	217	8	thorough	thorough	ADJ
esrj-116670	217	9	understanding	understanding	NOUN
esrj-116670	217	10	of	of	ADP
esrj-116670	217	11	urbanization	urbanization	NOUN
esrj-116670	217	12	patterns	pattern	NOUN
esrj-116670	217	13	within	within	ADP
esrj-116670	217	14	the	the	DET
esrj-116670	217	15	region	region	NOUN
esrj-116670	217	16	and	and	CCONJ
esrj-116670	217	17	their	their	PRON
esrj-116670	217	18	wider	wide	ADJ
esrj-116670	217	19	consequences	consequence	NOUN
esrj-116670	217	20	.	.	PUNCT
esrj-116670	218	1	conclusion	conclusion	NOUN
esrj-116670	218	2	and	and	CCONJ
esrj-116670	218	3	recommendations	recommendation	NOUN
esrj-116670	218	4	this	this	DET
esrj-116670	218	5	study	study	NOUN
esrj-116670	218	6	investigates	investigate	VERB
esrj-116670	218	7	the	the	DET
esrj-116670	218	8	relationship	relationship	NOUN
esrj-116670	218	9	between	between	ADP
esrj-116670	218	10	land	land	NOUN
esrj-116670	218	11	surface	surface	NOUN
esrj-116670	218	12	temperature	temperature	NOUN
esrj-116670	218	13	(	(	PUNCT
esrj-116670	218	14	lst	lst	NOUN
esrj-116670	218	15	)	)	PUNCT
esrj-116670	218	16	and	and	CCONJ
esrj-116670	218	17	normalized	normalize	VERB
esrj-116670	218	18	difference	difference	NOUN
esrj-116670	218	19	vegetation	vegetation	NOUN
esrj-116670	218	20	index	index	NOUN
esrj-116670	218	21	(	(	PUNCT
esrj-116670	218	22	ndvi	ndvi	PROPN
esrj-116670	218	23	)	)	PUNCT
esrj-116670	218	24	and	and	CCONJ
esrj-116670	218	25	normalized	normalize	VERB
esrj-116670	218	26	difference	difference	NOUN
esrj-116670	218	27	built	build	VERB
esrj-116670	218	28	-	-	PUNCT
esrj-116670	218	29	up	up	ADP
esrj-116670	218	30	index	index	NOUN
esrj-116670	218	31	(	(	PUNCT
esrj-116670	218	32	ndbi	ndbi	NOUN
esrj-116670	218	33	)	)	PUNCT
esrj-116670	218	34	using	use	VERB
esrj-116670	218	35	landsat	landsat	PROPN
esrj-116670	218	36	8	8	NUM
esrj-116670	218	37	oli	oli	ADJ
esrj-116670	218	38	/	/	SYM
esrj-116670	218	39	tirs	tir	NOUN
esrj-116670	218	40	and	and	CCONJ
esrj-116670	218	41	landsat	landsat	PROPN
esrj-116670	218	42	5	5	NUM
esrj-116670	218	43	data	datum	NOUN
esrj-116670	218	44	.	.	PUNCT
esrj-116670	219	1	the	the	DET
esrj-116670	219	2	findings	finding	NOUN
esrj-116670	219	3	highlight	highlight	VERB
esrj-116670	219	4	that	that	PRON
esrj-116670	219	5	built	build	VERB
esrj-116670	219	6	-	-	PUNCT
esrj-116670	219	7	up	up	ADP
esrj-116670	219	8	areas	area	NOUN
esrj-116670	219	9	and	and	CCONJ
esrj-116670	219	10	bare	bare	ADJ
esrj-116670	219	11	soil	soil	NOUN
esrj-116670	219	12	contribute	contribute	VERB
esrj-116670	219	13	significantly	significantly	ADV
esrj-116670	219	14	to	to	PART
esrj-116670	219	15	lst	lst	VERB
esrj-116670	219	16	elevation	elevation	NOUN
esrj-116670	219	17	,	,	PUNCT
esrj-116670	219	18	whereas	whereas	SCONJ
esrj-116670	219	19	vegetation	vegetation	NOUN
esrj-116670	219	20	tends	tend	VERB
esrj-116670	219	21	to	to	PART
esrj-116670	219	22	lower	lower	VERB
esrj-116670	219	23	lst	lst	NOUN
esrj-116670	219	24	levels	level	NOUN
esrj-116670	219	25	.	.	PUNCT
esrj-116670	220	1	the	the	DET
esrj-116670	220	2	study	study	NOUN
esrj-116670	220	3	aims	aim	VERB
esrj-116670	220	4	to	to	PART
esrj-116670	220	5	evaluate	evaluate	VERB
esrj-116670	220	6	changes	change	NOUN
esrj-116670	220	7	in	in	ADP
esrj-116670	220	8	land	land	NOUN
esrj-116670	220	9	use	use	NOUN
esrj-116670	220	10	and	and	CCONJ
esrj-116670	220	11	land	land	NOUN
esrj-116670	220	12	cover	cover	NOUN
esrj-116670	220	13	(	(	PUNCT
esrj-116670	220	14	lulc	lulc	PROPN
esrj-116670	220	15	)	)	PUNCT
esrj-116670	220	16	and	and	CCONJ
esrj-116670	220	17	lst	lst	VERB
esrj-116670	220	18	in	in	ADP
esrj-116670	220	19	chiniot	chiniot	NOUN
esrj-116670	220	20	district	district	NOUN
esrj-116670	220	21	,	,	PUNCT
esrj-116670	220	22	punjab	punjab	ADJ
esrj-116670	220	23	,	,	PUNCT
esrj-116670	220	24	pakistan	pakistan	PROPN
esrj-116670	220	25	,	,	PUNCT
esrj-116670	220	26	from	from	ADP
esrj-116670	220	27	1990	1990	NUM
esrj-116670	220	28	to	to	ADP
esrj-116670	220	29	2020	2020	NUM
esrj-116670	220	30	.	.	PUNCT
esrj-116670	221	1	results	result	NOUN
esrj-116670	221	2	indicate	indicate	VERB
esrj-116670	221	3	an	an	DET
esrj-116670	221	4	expansion	expansion	NOUN
esrj-116670	221	5	of	of	ADP
esrj-116670	221	6	urban	urban	ADJ
esrj-116670	221	7	areas	area	NOUN
esrj-116670	221	8	at	at	ADP
esrj-116670	221	9	the	the	DET
esrj-116670	221	10	expense	expense	NOUN
esrj-116670	221	11	of	of	ADP
esrj-116670	221	12	water	water	NOUN
esrj-116670	221	13	bodies	body	NOUN
esrj-116670	221	14	and	and	CCONJ
esrj-116670	221	15	vegetation	vegetation	NOUN
esrj-116670	221	16	,	,	PUNCT
esrj-116670	221	17	accompanied	accompany	VERB
esrj-116670	221	18	by	by	ADP
esrj-116670	221	19	a	a	DET
esrj-116670	221	20	rise	rise	NOUN
esrj-116670	221	21	in	in	ADP
esrj-116670	221	22	average	average	ADJ
esrj-116670	221	23	lst	lst	NOUN
esrj-116670	221	24	over	over	ADP
esrj-116670	221	25	the	the	DET
esrj-116670	221	26	decades	decade	NOUN
esrj-116670	221	27	.	.	PUNCT
esrj-116670	222	1	furthermore	furthermore	ADV
esrj-116670	222	2	,	,	PUNCT
esrj-116670	222	3	gis	gis	NOUN
esrj-116670	222	4	analysis	analysis	NOUN
esrj-116670	222	5	reveals	reveal	VERB
esrj-116670	222	6	a	a	DET
esrj-116670	222	7	strong	strong	ADJ
esrj-116670	222	8	positive	positive	ADJ
esrj-116670	222	9	correlation	correlation	NOUN
esrj-116670	222	10	between	between	ADP
esrj-116670	222	11	lulc	lulc	PROPN
esrj-116670	222	12	changes	change	NOUN
esrj-116670	222	13	and	and	CCONJ
esrj-116670	222	14	lst	lst	NOUN
esrj-116670	222	15	increase	increase	NOUN
esrj-116670	222	16	,	,	PUNCT
esrj-116670	222	17	particularly	particularly	ADV
esrj-116670	222	18	due	due	ADJ
esrj-116670	222	19	to	to	ADP
esrj-116670	222	20	the	the	DET
esrj-116670	222	21	conversion	conversion	NOUN
esrj-116670	222	22	of	of	ADP
esrj-116670	222	23	cultivated	cultivate	VERB
esrj-116670	222	24	land	land	NOUN
esrj-116670	222	25	to	to	ADP
esrj-116670	222	26	built	build	VERB
esrj-116670	222	27	-	-	PUNCT
esrj-116670	222	28	up	up	ADP
esrj-116670	222	29	areas	area	NOUN
esrj-116670	222	30	.	.	PUNCT
esrj-116670	223	1	notably	notably	ADV
esrj-116670	223	2	,	,	PUNCT
esrj-116670	223	3	the	the	DET
esrj-116670	223	4	temperature	temperature	NOUN
esrj-116670	223	5	distribution	distribution	NOUN
esrj-116670	223	6	across	across	ADP
esrj-116670	223	7	different	different	ADJ
esrj-116670	223	8	lulc	lulc	PROPN
esrj-116670	223	9	classes	class	NOUN
esrj-116670	223	10	shows	show	VERB
esrj-116670	223	11	the	the	DET
esrj-116670	223	12	highest	high	ADJ
esrj-116670	223	13	temperatures	temperature	NOUN
esrj-116670	223	14	in	in	ADP
esrj-116670	223	15	built	build	VERB
esrj-116670	223	16	-	-	PUNCT
esrj-116670	223	17	up	up	ADP
esrj-116670	223	18	areas	area	NOUN
esrj-116670	223	19	and	and	CCONJ
esrj-116670	223	20	the	the	DET
esrj-116670	223	21	lowest	low	ADJ
esrj-116670	223	22	in	in	ADP
esrj-116670	223	23	water	water	NOUN
esrj-116670	223	24	bodies	body	NOUN
esrj-116670	223	25	.	.	PUNCT
esrj-116670	224	1	the	the	DET
esrj-116670	224	2	study	study	NOUN
esrj-116670	224	3	also	also	ADV
esrj-116670	224	4	projects	project	VERB
esrj-116670	224	5	a	a	DET
esrj-116670	224	6	reduction	reduction	NOUN
esrj-116670	224	7	in	in	ADP
esrj-116670	224	8	vegetation	vegetation	NOUN
esrj-116670	224	9	and	and	CCONJ
esrj-116670	224	10	water	water	NOUN
esrj-116670	224	11	bodies	body	NOUN
esrj-116670	224	12	by	by	ADP
esrj-116670	224	13	2020	2020	NUM
esrj-116670	224	14	compared	compare	VERB
esrj-116670	224	15	to	to	ADP
esrj-116670	224	16	1990	1990	NUM
esrj-116670	224	17	.	.	PUNCT
esrj-116670	225	1	additionally	additionally	ADV
esrj-116670	225	2	,	,	PUNCT
esrj-116670	225	3	analysis	analysis	NOUN
esrj-116670	225	4	of	of	ADP
esrj-116670	225	5	lst	lst	NOUN
esrj-116670	225	6	data	datum	NOUN
esrj-116670	225	7	from	from	ADP
esrj-116670	225	8	march	march	PROPN
esrj-116670	225	9	1990	1990	NUM
esrj-116670	225	10	to	to	ADP
esrj-116670	225	11	march	march	PROPN
esrj-116670	225	12	2020	2020	NUM
esrj-116670	225	13	indicates	indicate	VERB
esrj-116670	225	14	a	a	DET
esrj-116670	225	15	steady	steady	ADJ
esrj-116670	225	16	increase	increase	NOUN
esrj-116670	225	17	in	in	ADP
esrj-116670	225	18	temperature	temperature	NOUN
esrj-116670	225	19	over	over	ADP
esrj-116670	225	20	time	time	NOUN
esrj-116670	225	21	.	.	PUNCT
esrj-116670	226	1	the	the	DET
esrj-116670	226	2	presence	presence	NOUN
esrj-116670	226	3	of	of	ADP
esrj-116670	226	4	sand	sand	NOUN
esrj-116670	226	5	near	near	ADP
esrj-116670	226	6	riverbeds	riverbed	NOUN
esrj-116670	226	7	is	be	AUX
esrj-116670	226	8	identified	identify	VERB
esrj-116670	226	9	as	as	ADP
esrj-116670	226	10	a	a	DET
esrj-116670	226	11	significant	significant	ADJ
esrj-116670	226	12	factor	factor	NOUN
esrj-116670	226	13	contributing	contribute	VERB
esrj-116670	226	14	to	to	ADP
esrj-116670	226	15	high	high	ADJ
esrj-116670	226	16	temperatures	temperature	NOUN
esrj-116670	226	17	due	due	ADJ
esrj-116670	226	18	to	to	ADP
esrj-116670	226	19	its	its	PRON
esrj-116670	226	20	low	low	ADJ
esrj-116670	226	21	specific	specific	ADJ
esrj-116670	226	22	heat	heat	NOUN
esrj-116670	226	23	energy	energy	NOUN
esrj-116670	226	24	compared	compare	VERB
esrj-116670	226	25	to	to	ADP
esrj-116670	226	26	water	water	NOUN
esrj-116670	226	27	.	.	PUNCT
esrj-116670	227	1	supervised	supervise	VERB
esrj-116670	227	2	classification	classification	NOUN
esrj-116670	227	3	of	of	ADP
esrj-116670	227	4	chiniot	chiniot	NOUN
esrj-116670	227	5	district	district	NOUN
esrj-116670	227	6	highlights	highlight	VERB
esrj-116670	227	7	a	a	DET
esrj-116670	227	8	shift	shift	NOUN
esrj-116670	227	9	in	in	ADP
esrj-116670	227	10	vegetation	vegetation	NOUN
esrj-116670	227	11	patterns	pattern	NOUN
esrj-116670	227	12	over	over	ADP
esrj-116670	227	13	the	the	DET
esrj-116670	227	14	years	year	NOUN
esrj-116670	227	15	,	,	PUNCT
esrj-116670	227	16	with	with	ADP
esrj-116670	227	17	a	a	DET
esrj-116670	227	18	noticeable	noticeable	ADJ
esrj-116670	227	19	increase	increase	NOUN
esrj-116670	227	20	in	in	ADP
esrj-116670	227	21	built	build	VERB
esrj-116670	227	22	-	-	PUNCT
esrj-116670	227	23	up	up	ADP
esrj-116670	227	24	areas	area	NOUN
esrj-116670	227	25	and	and	CCONJ
esrj-116670	227	26	a	a	DET
esrj-116670	227	27	corresponding	corresponding	ADJ
esrj-116670	227	28	decrease	decrease	NOUN
esrj-116670	227	29	in	in	ADP
esrj-116670	227	30	vegetation	vegetation	NOUN
esrj-116670	227	31	.	.	PUNCT
esrj-116670	228	1	this	this	DET
esrj-116670	228	2	trend	trend	NOUN
esrj-116670	228	3	underscores	underscore	VERB
esrj-116670	228	4	the	the	DET
esrj-116670	228	5	influence	influence	NOUN
esrj-116670	228	6	of	of	ADP
esrj-116670	228	7	land	land	NOUN
esrj-116670	228	8	use	use	NOUN
esrj-116670	228	9	changes	change	NOUN
esrj-116670	228	10	on	on	ADP
esrj-116670	228	11	lst	lst	NOUN
esrj-116670	228	12	variations	variation	NOUN
esrj-116670	228	13	.	.	PUNCT
esrj-116670	229	1	overall	overall	ADV
esrj-116670	229	2	,	,	PUNCT
esrj-116670	229	3	the	the	DET
esrj-116670	229	4	decline	decline	NOUN
esrj-116670	229	5	in	in	ADP
esrj-116670	229	6	ndvi	ndvi	NOUN
esrj-116670	229	7	and	and	CCONJ
esrj-116670	229	8	the	the	DET
esrj-116670	229	9	increase	increase	NOUN
esrj-116670	229	10	in	in	ADP
esrj-116670	229	11	ndbi	ndbi	NOUN
esrj-116670	229	12	from	from	ADP
esrj-116670	229	13	1990	1990	NUM
esrj-116670	229	14	to	to	ADP
esrj-116670	229	15	2020	2020	NUM
esrj-116670	229	16	signify	signify	VERB
esrj-116670	229	17	a	a	DET
esrj-116670	229	18	decrease	decrease	NOUN
esrj-116670	229	19	in	in	ADP
esrj-116670	229	20	vegetation	vegetation	NOUN
esrj-116670	229	21	and	and	CCONJ
esrj-116670	229	22	an	an	DET
esrj-116670	229	23	expansion	expansion	NOUN
esrj-116670	229	24	of	of	ADP
esrj-116670	229	25	built	build	VERB
esrj-116670	229	26	-	-	PUNCT
esrj-116670	229	27	up	up	ADP
esrj-116670	229	28	areas	area	NOUN
esrj-116670	229	29	,	,	PUNCT
esrj-116670	229	30	contributing	contribute	VERB
esrj-116670	229	31	to	to	ADP
esrj-116670	229	32	the	the	DET
esrj-116670	229	33	observed	observed	ADJ
esrj-116670	229	34	rise	rise	NOUN
esrj-116670	229	35	in	in	ADP
esrj-116670	229	36	lst	lst	PROPN
esrj-116670	229	37	.	.	PUNCT
esrj-116670	230	1	the	the	DET
esrj-116670	230	2	analysis	analysis	NOUN
esrj-116670	230	3	shows	show	VERB
esrj-116670	230	4	an	an	DET
esrj-116670	230	5	alarming	alarming	ADJ
esrj-116670	230	6	pattern	pattern	NOUN
esrj-116670	230	7	of	of	ADP
esrj-116670	230	8	growing	grow	VERB
esrj-116670	230	9	land	land	NOUN
esrj-116670	230	10	surface	surface	NOUN
esrj-116670	230	11	temperature	temperature	NOUN
esrj-116670	230	12	(	(	PUNCT
esrj-116670	230	13	lst	lst	NOUN
esrj-116670	230	14	)	)	PUNCT
esrj-116670	230	15	in	in	ADP
esrj-116670	230	16	chiniot	chiniot	NOUN
esrj-116670	230	17	district	district	NOUN
esrj-116670	230	18	because	because	SCONJ
esrj-116670	230	19	of	of	ADP
esrj-116670	230	20	both	both	CCONJ
esrj-116670	230	21	urban	urban	ADJ
esrj-116670	230	22	development	development	NOUN
esrj-116670	230	23	and	and	CCONJ
esrj-116670	230	24	changes	change	NOUN
esrj-116670	230	25	in	in	ADP
esrj-116670	230	26	ground	ground	NOUN
esrj-116670	230	27	cover	cover	NOUN
esrj-116670	230	28	.	.	PUNCT
esrj-116670	231	1	integration	integration	NOUN
esrj-116670	231	2	of	of	ADP
esrj-116670	231	3	the	the	DET
esrj-116670	231	4	following	follow	VERB
esrj-116670	231	5	strategic	strategic	ADJ
esrj-116670	231	6	policies	policy	NOUN
esrj-116670	231	7	presents	present	VERB
esrj-116670	231	8	a	a	DET
esrj-116670	231	9	solution	solution	NOUN
esrj-116670	231	10	to	to	PART
esrj-116670	231	11	reverse	reverse	VERB
esrj-116670	231	12	this	this	DET
esrj-116670	231	13	trend	trend	NOUN
esrj-116670	231	14	while	while	SCONJ
esrj-116670	231	15	promoting	promote	VERB
esrj-116670	231	16	urban	urban	ADJ
esrj-116670	231	17	sustainability	sustainability	NOUN
esrj-116670	231	18	in	in	ADP
esrj-116670	231	19	the	the	DET
esrj-116670	231	20	area	area	NOUN
esrj-116670	231	21	such	such	ADJ
esrj-116670	231	22	as	as	ADP
esrj-116670	231	23	targeted	target	VERB
esrj-116670	231	24	tree	tree	NOUN
esrj-116670	231	25	planting	planting	NOUN
esrj-116670	231	26	in	in	ADP
esrj-116670	231	27	which	which	PRON
esrj-116670	231	28	national	national	ADJ
esrj-116670	231	29	efforts	effort	NOUN
esrj-116670	231	30	should	should	AUX
esrj-116670	231	31	establish	establish	VERB
esrj-116670	231	32	tree	tree	NOUN
esrj-116670	231	33	planting	planting	NOUN
esrj-116670	231	34	initiatives	initiative	NOUN
esrj-116670	231	35	which	which	PRON
esrj-116670	231	36	use	use	VERB
esrj-116670	231	37	local	local	ADJ
esrj-116670	231	38	climate	climate	NOUN
esrj-116670	231	39	-	-	PUNCT
esrj-116670	231	40	adapted	adapt	VERB
esrj-116670	231	41	native	native	ADJ
esrj-116670	231	42	species	specie	NOUN
esrj-116670	231	43	for	for	ADP
esrj-116670	231	44	all	all	DET
esrj-116670	231	45	plantations	plantation	NOUN
esrj-116670	231	46	.	.	PUNCT
esrj-116670	232	1	placing	place	VERB
esrj-116670	232	2	trees	tree	NOUN
esrj-116670	232	3	in	in	ADP
esrj-116670	232	4	roadside	roadside	NOUN
esrj-116670	232	5	areas	area	NOUN
esrj-116670	232	6	and	and	CCONJ
esrj-116670	232	7	parks	park	NOUN
esrj-116670	232	8	and	and	CCONJ
esrj-116670	232	9	residential	residential	ADJ
esrj-116670	232	10	spaces	space	NOUN
esrj-116670	232	11	promotes	promote	VERB
esrj-116670	232	12	maximum	maximum	ADJ
esrj-116670	232	13	shade	shade	NOUN
esrj-116670	232	14	and	and	CCONJ
esrj-116670	232	15	cooling	cool	VERB
esrj-116670	232	16	effects	effect	NOUN
esrj-116670	232	17	from	from	ADP
esrj-116670	232	18	evapotranspiration	evapotranspiration	NOUN
esrj-116670	232	19	.	.	PUNCT
esrj-116670	233	1	green	green	ADJ
esrj-116670	233	2	roofs	roof	NOUN
esrj-116670	233	3	and	and	CCONJ
esrj-116670	233	4	walls	wall	NOUN
esrj-116670	233	5	strategies	strategy	NOUN
esrj-116670	233	6	that	that	PRON
esrj-116670	233	7	includes	include	VERB
esrj-116670	233	8	policy	policy	NOUN
esrj-116670	233	9	that	that	PRON
esrj-116670	233	10	should	should	AUX
esrj-116670	233	11	offer	offer	VERB
esrj-116670	233	12	economic	economic	ADJ
esrj-116670	233	13	benefits	benefit	NOUN
esrj-116670	233	14	for	for	ADP
esrj-116670	233	15	building	build	VERB
esrj-116670	233	16	owners	owner	NOUN
esrj-116670	233	17	who	who	PRON
esrj-116670	233	18	construct	construct	VERB
esrj-116670	233	19	green	green	ADJ
esrj-116670	233	20	roofs	roof	NOUN
esrj-116670	233	21	together	together	ADV
esrj-116670	233	22	with	with	ADP
esrj-116670	233	23	vertical	vertical	ADJ
esrj-116670	233	24	green	green	ADJ
esrj-116670	233	25	walls	wall	NOUN
esrj-116670	233	26	on	on	ADP
esrj-116670	233	27	large	large	ADJ
esrj-116670	233	28	structures	structure	NOUN
esrj-116670	233	29	.	.	PUNCT
esrj-116670	234	1	the	the	DET
esrj-116670	234	2	implementation	implementation	NOUN
esrj-116670	234	3	of	of	ADP
esrj-116670	234	4	these	these	DET
esrj-116670	234	5	features	feature	NOUN
esrj-116670	234	6	successfully	successfully	ADV
esrj-116670	234	7	lowers	lower	VERB
esrj-116670	234	8	surface	surface	NOUN
esrj-116670	234	9	temperatures	temperature	NOUN
esrj-116670	234	10	for	for	ADP
esrj-116670	234	11	buildings	building	NOUN
esrj-116670	234	12	as	as	SCONJ
esrj-116670	234	13	they	they	PRON
esrj-116670	234	14	function	function	VERB
esrj-116670	234	15	to	to	PART
esrj-116670	234	16	reduce	reduce	VERB
esrj-116670	234	17	localized	localized	ADJ
esrj-116670	234	18	heating	heating	NOUN
esrj-116670	234	19	in	in	ADP
esrj-116670	234	20	these	these	DET
esrj-116670	234	21	areas	area	NOUN
esrj-116670	234	22	.	.	PUNCT
esrj-116670	235	1	several	several	ADJ
esrj-116670	235	2	organizations	organization	NOUN
esrj-116670	235	3	should	should	AUX
esrj-116670	235	4	establish	establish	VERB
esrj-116670	235	5	community	community	NOUN
esrj-116670	235	6	gardens	garden	NOUN
esrj-116670	235	7	together	together	ADV
esrj-116670	235	8	with	with	ADP
esrj-116670	235	9	urban	urban	ADJ
esrj-116670	235	10	farming	farming	NOUN
esrj-116670	235	11	initiatives	initiative	NOUN
esrj-116670	235	12	.	.	PUNCT
esrj-116670	236	1	the	the	DET
esrj-116670	236	2	programs	program	NOUN
esrj-116670	236	3	create	create	VERB
esrj-116670	236	4	additional	additional	ADJ
esrj-116670	236	5	green	green	ADJ
esrj-116670	236	6	areas	area	NOUN
esrj-116670	236	7	in	in	ADP
esrj-116670	236	8	addition	addition	NOUN
esrj-116670	236	9	to	to	ADP
esrj-116670	236	10	strengthening	strengthen	VERB
esrj-116670	236	11	food	food	NOUN
esrj-116670	236	12	availability	availability	NOUN
esrj-116670	236	13	for	for	ADP
esrj-116670	236	14	local	local	ADJ
esrj-116670	236	15	communities	community	NOUN
esrj-116670	236	16	and	and	CCONJ
esrj-116670	236	17	encouraging	encourage	VERB
esrj-116670	236	18	public	public	ADJ
esrj-116670	236	19	involvement	involvement	NOUN
esrj-116670	236	20	.	.	PUNCT
esrj-116670	237	1	policy	policy	NOUN
esrj-116670	237	2	measures	measure	NOUN
esrj-116670	237	3	should	should	AUX
esrj-116670	237	4	exist	exist	VERB
esrj-116670	237	5	to	to	PART
esrj-116670	237	6	safeguard	safeguard	VERB
esrj-116670	237	7	present	present	ADJ
esrj-116670	237	8	green	green	ADJ
esrj-116670	237	9	areas	area	NOUN
esrj-116670	237	10	from	from	ADP
esrj-116670	237	11	being	be	AUX
esrj-116670	237	12	transformed	transform	VERB
esrj-116670	237	13	into	into	ADP
esrj-116670	237	14	built	build	VERB
esrj-116670	237	15	structures	structure	NOUN
esrj-116670	237	16	.	.	PUNCT
esrj-116670	238	1	the	the	DET
esrj-116670	238	2	implementation	implementation	NOUN
esrj-116670	238	3	of	of	ADP
esrj-116670	238	4	improved	improved	ADJ
esrj-116670	238	5	management	management	NOUN
esrj-116670	238	6	practices	practice	NOUN
esrj-116670	238	7	will	will	AUX
esrj-116670	238	8	enable	enable	VERB
esrj-116670	238	9	maximum	maximum	ADJ
esrj-116670	238	10	utilization	utilization	NOUN
esrj-116670	238	11	of	of	ADP
esrj-116670	238	12	cooling	cool	VERB
esrj-116670	238	13	capabilities	capability	NOUN
esrj-116670	238	14	from	from	ADP
esrj-116670	238	15	urban	urban	ADJ
esrj-116670	238	16	areas	area	NOUN
esrj-116670	238	17	.	.	PUNCT
esrj-116670	239	1	the	the	DET
esrj-116670	239	2	development	development	NOUN
esrj-116670	239	3	of	of	ADP
esrj-116670	239	4	dense	dense	ADJ
esrj-116670	239	5	and	and	CCONJ
esrj-116670	239	6	combined	combined	ADJ
esrj-116670	239	7	living	living	NOUN
esrj-116670	239	8	and	and	CCONJ
esrj-116670	239	9	working	working	NOUN
esrj-116670	239	10	areas	area	NOUN
esrj-116670	239	11	will	will	AUX
esrj-116670	239	12	prevent	prevent	VERB
esrj-116670	239	13	city	city	NOUN
esrj-116670	239	14	expansion	expansion	NOUN
esrj-116670	239	15	through	through	ADP
esrj-116670	239	16	urban	urban	ADJ
esrj-116670	239	17	sprawl	sprawl	NOUN
esrj-116670	239	18	while	while	SCONJ
esrj-116670	239	19	trimming	trim	VERB
esrj-116670	239	20	down	down	ADP
esrj-116670	239	21	demands	demand	NOUN
esrj-116670	239	22	on	on	ADP
esrj-116670	239	23	big	big	ADJ
esrj-116670	239	24	transportation	transportation	NOUN
esrj-116670	239	25	systems	system	NOUN
esrj-116670	239	26	.	.	PUNCT
esrj-116670	240	1	neighborhood	neighborhood	NOUN
esrj-116670	240	2	layout	layout	NOUN
esrj-116670	240	3	which	which	PRON
esrj-116670	240	4	promotes	promote	VERB
esrj-116670	240	5	walking	walk	VERB
esrj-116670	240	6	and	and	CCONJ
esrj-116670	240	7	biking	biking	NOUN
esrj-116670	240	8	helps	help	VERB
esrj-116670	240	9	people	people	NOUN
esrj-116670	240	10	avoid	avoid	VERB
esrj-116670	240	11	using	use	VERB
esrj-116670	240	12	private	private	ADJ
esrj-116670	240	13	vehicles	vehicle	NOUN
esrj-116670	240	14	for	for	ADP
esrj-116670	240	15	everyday	everyday	ADJ
esrj-116670	240	16	needs	need	NOUN
esrj-116670	240	17	.	.	PUNCT
esrj-116670	241	1	roads	road	NOUN
esrj-116670	241	2	together	together	ADV
esrj-116670	241	3	with	with	ADP
esrj-116670	241	4	parking	parking	NOUN
esrj-116670	241	5	lots	lot	NOUN
esrj-116670	241	6	and	and	CCONJ
esrj-116670	241	7	sidewalks	sidewalk	NOUN
esrj-116670	241	8	should	should	AUX
esrj-116670	241	9	use	use	VERB
esrj-116670	241	10	permeable	permeable	ADJ
esrj-116670	241	11	pavements	pavement	NOUN
esrj-116670	241	12	as	as	ADP
esrj-116670	241	13	their	their	PRON
esrj-116670	241	14	primary	primary	ADJ
esrj-116670	241	15	choice	choice	NOUN
esrj-116670	241	16	.	.	PUNCT
esrj-116670	242	1	water	water	NOUN
esrj-116670	242	2	permeates	permeate	VERB
esrj-116670	242	3	through	through	ADP
esrj-116670	242	4	these	these	DET
esrj-116670	242	5	surfaces	surface	NOUN
esrj-116670	242	6	which	which	PRON
esrj-116670	242	7	helps	help	VERB
esrj-116670	242	8	groundwater	groundwater	NOUN
esrj-116670	242	9	absorption	absorption	NOUN
esrj-116670	242	10	while	while	SCONJ
esrj-116670	242	11	also	also	ADV
esrj-116670	242	12	decreasing	decrease	VERB
esrj-116670	242	13	flooding	flooding	NOUN
esrj-116670	242	14	and	and	CCONJ
esrj-116670	242	15	heat	heat	NOUN
esrj-116670	242	16	from	from	ADP
esrj-116670	242	17	the	the	DET
esrj-116670	242	18	environment	environment	NOUN
esrj-116670	242	19	.	.	PUNCT
esrj-116670	243	1	installing	instal	VERB
esrj-116670	243	2	public	public	ADJ
esrj-116670	243	3	transportation	transportation	NOUN
esrj-116670	243	4	systems	system	NOUN
esrj-116670	243	5	and	and	CCONJ
esrj-116670	243	6	building	build	VERB
esrj-116670	243	7	cycling	cycling	NOUN
esrj-116670	243	8	networks	network	NOUN
esrj-116670	243	9	with	with	ADP
esrj-116670	243	10	pedestrian	pedestrian	NOUN
esrj-116670	243	11	paths	path	NOUN
esrj-116670	243	12	will	will	AUX
esrj-116670	243	13	decrease	decrease	VERB
esrj-116670	243	14	private	private	ADJ
esrj-116670	243	15	car	car	NOUN
esrj-116670	243	16	use	use	NOUN
esrj-116670	243	17	on	on	ADP
esrj-116670	243	18	roads	road	NOUN
esrj-116670	243	19	.	.	PUNCT
esrj-116670	244	1	support	support	VERB
esrj-116670	244	2	the	the	DET
esrj-116670	244	3	adoption	adoption	NOUN
esrj-116670	244	4	of	of	ADP
esrj-116670	244	5	electric	electric	ADJ
esrj-116670	244	6	vehicles	vehicle	NOUN
esrj-116670	244	7	along	along	ADV
esrj-116670	244	8	with	with	ADP
esrj-116670	244	9	other	other	ADJ
esrj-116670	244	10	vehicles	vehicle	NOUN
esrj-116670	244	11	with	with	ADP
esrj-116670	244	12	low	low	ADJ
esrj-116670	244	13	emission	emission	NOUN
esrj-116670	244	14	levels	level	NOUN
esrj-116670	244	15	.	.	PUNCT
esrj-116670	245	1	the	the	DET
esrj-116670	245	2	city	city	NOUN
esrj-116670	245	3	should	should	AUX
esrj-116670	245	4	adopt	adopt	VERB
esrj-116670	245	5	water	water	NOUN
esrj-116670	245	6	-	-	PUNCT
esrj-116670	245	7	sensitive	sensitive	ADJ
esrj-116670	245	8	urban	urban	ADJ
esrj-116670	245	9	design	design	NOUN
esrj-116670	245	10	principles	principle	NOUN
esrj-116670	245	11	to	to	AUX
esrj-116670	245	12	both	both	PRON
esrj-116670	245	13	save	save	VERB
esrj-116670	245	14	water	water	NOUN
esrj-116670	245	15	and	and	CCONJ
esrj-116670	245	16	effectively	effectively	ADV
esrj-116670	245	17	manage	manage	VERB
esrj-116670	245	18	its	its	PRON
esrj-116670	245	19	water	water	NOUN
esrj-116670	245	20	resources	resource	NOUN
esrj-116670	245	21	.	.	PUNCT
esrj-116670	246	1	guam	guam	PROPN
esrj-116670	246	2	should	should	AUX
esrj-116670	246	3	deploy	deploy	VERB
esrj-116670	246	4	three	three	NUM
esrj-116670	246	5	water	water	NOUN
esrj-116670	246	6	conservation	conservation	NOUN
esrj-116670	246	7	methods	method	NOUN
esrj-116670	246	8	through	through	ADP
esrj-116670	246	9	rainwater	rainwater	NOUN
esrj-116670	246	10	harvesting	harvesting	NOUN
esrj-116670	246	11	along	along	ADP
esrj-116670	246	12	with	with	ADP
esrj-116670	246	13	greywater	greywater	NOUN
esrj-116670	246	14	recycling	recycling	NOUN
esrj-116670	246	15	programs	program	NOUN
esrj-116670	246	16	and	and	CCONJ
esrj-116670	246	17	the	the	DET
esrj-116670	246	18	establishment	establishment	NOUN
esrj-116670	246	19	of	of	ADP
esrj-116670	246	20	urban	urban	ADJ
esrj-116670	246	21	wetlands	wetland	NOUN
esrj-116670	246	22	systems	system	NOUN
esrj-116670	246	23	.	.	PUNCT
esrj-116670	247	1	urban	urban	ADJ
esrj-116670	247	2	green	green	ADJ
esrj-116670	247	3	spaces	space	NOUN
esrj-116670	247	4	and	and	CCONJ
esrj-116670	247	5	agricultural	agricultural	ADJ
esrj-116670	247	6	land	land	NOUN
esrj-116670	247	7	should	should	AUX
esrj-116670	247	8	adopt	adopt	VERB
esrj-116670	247	9	suitable	suitable	ADJ
esrj-116670	247	10	irrigation	irrigation	NOUN
esrj-116670	247	11	technology	technology	NOUN
esrj-116670	247	12	to	to	PART
esrj-116670	247	13	reduce	reduce	VERB
esrj-116670	247	14	water	water	NOUN
esrj-116670	247	15	losses	loss	NOUN
esrj-116670	247	16	and	and	CCONJ
esrj-116670	247	17	enhance	enhance	VERB
esrj-116670	247	18	evapotranspiration	evapotranspiration	NOUN
esrj-116670	247	19	-	-	PUNCT
esrj-116670	247	20	based	base	VERB
esrj-116670	247	21	cooling	cooling	NOUN
esrj-116670	247	22	.	.	PUNCT
esrj-116670	248	1	a	a	DET
esrj-116670	248	2	series	series	NOUN
esrj-116670	248	3	of	of	ADP
esrj-116670	248	4	public	public	ADJ
esrj-116670	248	5	information	information	NOUN
esrj-116670	248	6	initiatives	initiative	NOUN
esrj-116670	248	7	should	should	AUX
esrj-116670	248	8	reach	reach	VERB
esrj-116670	248	9	residents	resident	NOUN
esrj-116670	248	10	to	to	PART
esrj-116670	248	11	demonstrate	demonstrate	VERB
esrj-116670	248	12	the	the	DET
esrj-116670	248	13	consequences	consequence	NOUN
esrj-116670	248	14	of	of	ADP
esrj-116670	248	15	lst	lst	NOUN
esrj-116670	248	16	rise	rise	VERB
esrj-116670	248	17	alongside	alongside	ADP
esrj-116670	248	18	the	the	DET
esrj-116670	248	19	advantages	advantage	NOUN
esrj-116670	248	20	of	of	ADP
esrj-116670	248	21	implementing	implement	VERB
esrj-116670	248	22	urban	urban	ADJ
esrj-116670	248	23	green	green	ADJ
esrj-116670	248	24	spaces	space	NOUN
esrj-116670	248	25	and	and	CCONJ
esrj-116670	248	26	sustainable	sustainable	ADJ
esrj-116670	248	27	management	management	NOUN
esrj-116670	248	28	.	.	PUNCT
esrj-116670	249	1	workers	worker	NOUN
esrj-116670	249	2	from	from	ADP
esrj-116670	249	3	the	the	DET
esrj-116670	249	4	community	community	NOUN
esrj-116670	249	5	need	need	VERB
esrj-116670	249	6	to	to	PART
esrj-116670	249	7	participate	participate	VERB
esrj-116670	249	8	in	in	ADP
esrj-116670	249	9	both	both	CCONJ
esrj-116670	249	10	environmental	environmental	ADJ
esrj-116670	249	11	heat	heat	NOUN
esrj-116670	249	12	monitoring	monitoring	NOUN
esrj-116670	249	13	and	and	CCONJ
esrj-116670	249	14	data	datum	NOUN
esrj-116670	249	15	collection	collection	NOUN
esrj-116670	249	16	activities	activity	NOUN
esrj-116670	249	17	across	across	ADP
esrj-116670	249	18	cities	city	NOUN
esrj-116670	249	19	.	.	PUNCT
esrj-116670	250	1	the	the	DET
esrj-116670	250	2	program	program	NOUN
esrj-116670	250	3	enables	enable	VERB
esrj-116670	250	4	the	the	DET
esrj-116670	250	5	collection	collection	NOUN
esrj-116670	250	6	of	of	ADP
esrj-116670	250	7	awareness	awareness	NOUN
esrj-116670	250	8	data	datum	NOUN
esrj-116670	250	9	that	that	PRON
esrj-116670	250	10	advances	advance	VERB
esrj-116670	250	11	decision	decision	NOUN
esrj-116670	250	12	-	-	PUNCT
esrj-116670	250	13	making	making	NOUN
esrj-116670	250	14	through	through	ADP
esrj-116670	250	15	valuable	valuable	ADJ
esrj-116670	250	16	evidence	evidence	NOUN
esrj-116670	250	17	.	.	PUNCT
esrj-116670	251	1	the	the	DET
esrj-116670	251	2	implementation	implementation	NOUN
esrj-116670	251	3	of	of	ADP
esrj-116670	251	4	a	a	DET
esrj-116670	251	5	new	new	ADJ
esrj-116670	251	6	policy	policy	NOUN
esrj-116670	251	7	and	and	CCONJ
esrj-116670	251	8	regulatory	regulatory	ADJ
esrj-116670	251	9	system	system	NOUN
esrj-116670	251	10	must	must	AUX
esrj-116670	251	11	use	use	VERB
esrj-116670	251	12	incentives	incentive	NOUN
esrj-116670	251	13	to	to	PART
esrj-116670	251	14	promote	promote	VERB
esrj-116670	251	15	sustainable	sustainable	ADJ
esrj-116670	251	16	practices	practice	NOUN
esrj-116670	251	17	and	and	CCONJ
esrj-116670	251	18	enforce	enforce	VERB
esrj-116670	251	19	limitations	limitation	NOUN
esrj-116670	251	20	on	on	ADP
esrj-116670	251	21	operations	operation	NOUN
esrj-116670	251	22	which	which	PRON
esrj-116670	251	23	cause	cause	VERB
esrj-116670	251	24	lst	lst	NOUN
esrj-116670	251	25	increase	increase	NOUN
esrj-116670	251	26	.	.	PUNCT
esrj-116670	252	1	different	different	ADJ
esrj-116670	252	2	public	public	ADJ
esrj-116670	252	3	agencies	agency	NOUN
esrj-116670	252	4	must	must	AUX
esrj-116670	252	5	partner	partner	VERB
esrj-116670	252	6	with	with	ADP
esrj-116670	252	7	urban	urban	ADJ
esrj-116670	252	8	planners	planner	NOUN
esrj-116670	252	9	along	along	ADP
esrj-116670	252	10	with	with	ADP
esrj-116670	252	11	developers	developer	NOUN
esrj-116670	252	12	and	and	CCONJ
esrj-116670	252	13	community	community	NOUN
esrj-116670	252	14	organizations	organization	NOUN
esrj-116670	252	15	for	for	ADP
esrj-116670	252	16	implementing	implement	VERB
esrj-116670	252	17	collaborative	collaborative	ADJ
esrj-116670	252	18	lst	lst	NOUN
esrj-116670	252	19	reduction	reduction	NOUN
esrj-116670	252	20	strategies	strategy	NOUN
esrj-116670	252	21	.	.	PUNCT
esrj-116670	253	1	financial	financial	ADJ
esrj-116670	253	2	support	support	NOUN
esrj-116670	253	3	for	for	ADP
esrj-116670	253	4	scientific	scientific	ADJ
esrj-116670	253	5	investigations	investigation	NOUN
esrj-116670	253	6	should	should	AUX
esrj-116670	253	7	maintain	maintain	VERB
esrj-116670	253	8	focus	focus	NOUN
esrj-116670	253	9	on	on	ADP
esrj-116670	253	10	studying	study	VERB
esrj-116670	253	11	the	the	DET
esrj-116670	253	12	multi	multi	ADJ
esrj-116670	253	13	-	-	ADJ
esrj-116670	253	14	factor	factor	NOUN
esrj-116670	253	15	relationships	relationship	NOUN
esrj-116670	253	16	between	between	ADP
esrj-116670	253	17	land	land	NOUN
esrj-116670	253	18	use	use	NOUN
esrj-116670	253	19	modification	modification	NOUN
esrj-116670	253	20	and	and	CCONJ
esrj-116670	253	21	lst	lst	VERB
esrj-116670	253	22	heat	heat	NOUN
esrj-116670	253	23	flux	flux	NOUN
esrj-116670	253	24	and	and	CCONJ
esrj-116670	253	25	climatic	climatic	ADJ
esrj-116670	253	26	change	change	NOUN
esrj-116670	253	27	patterns	pattern	NOUN
esrj-116670	253	28	in	in	ADP
esrj-116670	253	29	the	the	DET
esrj-116670	253	30	chiniot	chiniot	NOUN
esrj-116670	253	31	district	district	NOUN
esrj-116670	253	32	.	.	PUNCT
esrj-116670	254	1	a	a	DET
esrj-116670	254	2	plan	plan	NOUN
esrj-116670	254	3	must	must	AUX
esrj-116670	254	4	be	be	AUX
esrj-116670	254	5	created	create	VERB
esrj-116670	254	6	for	for	ADP
esrj-116670	254	7	continuous	continuous	ADJ
esrj-116670	254	8	lst	lst	NOUN
esrj-116670	254	9	monitoring	monitoring	NOUN
esrj-116670	254	10	as	as	ADP
esrj-116670	254	11	part	part	NOUN
esrj-116670	254	12	of	of	ADP
esrj-116670	254	13	longterm	longterm	ADJ
esrj-116670	254	14	evaluations	evaluation	NOUN
esrj-116670	254	15	that	that	PRON
esrj-116670	254	16	measure	measure	VERB
esrj-116670	254	17	outcome	outcome	VERB
esrj-116670	254	18	success	success	NOUN
esrj-116670	254	19	from	from	ADP
esrj-116670	254	20	implemented	implement	VERB
esrj-116670	254	21	mitigation	mitigation	NOUN
esrj-116670	254	22	approaches	approach	NOUN
esrj-116670	254	23	.	.	PUNCT
esrj-116670	255	1	these	these	DET
esrj-116670	255	2	actionable	actionable	ADJ
esrj-116670	255	3	strategies	strategy	NOUN
esrj-116670	255	4	will	will	AUX
esrj-116670	255	5	help	help	VERB
esrj-116670	255	6	the	the	DET
esrj-116670	255	7	chiniot	chiniot	NOUN
esrj-116670	255	8	district	district	NOUN
esrj-116670	255	9	develop	develop	VERB
esrj-116670	255	10	a	a	DET
esrj-116670	255	11	sustainable	sustainable	ADJ
esrj-116670	255	12	urban	urban	ADJ
esrj-116670	255	13	atmosphere	atmosphere	NOUN
esrj-116670	255	14	which	which	PRON
esrj-116670	255	15	combats	combat	VERB
esrj-116670	255	16	lst	lst	VERB
esrj-116670	255	17	increases	increase	NOUN
esrj-116670	255	18	to	to	PART
esrj-116670	255	19	create	create	VERB
esrj-116670	255	20	higher	high	ADJ
esrj-116670	255	21	quality	quality	NOUN
esrj-116670	255	22	living	living	NOUN
esrj-116670	255	23	conditions	condition	NOUN
esrj-116670	255	24	for	for	ADP
esrj-116670	255	25	its	its	PRON
esrj-116670	255	26	citizens	citizen	NOUN
esrj-116670	255	27	.	.	PUNCT
esrj-116670	256	1	the	the	DET
esrj-116670	256	2	achievement	achievement	NOUN
esrj-116670	256	3	of	of	ADP
esrj-116670	256	4	extended	extended	ADJ
esrj-116670	256	5	success	success	NOUN
esrj-116670	256	6	requires	require	VERB
esrj-116670	256	7	implementing	implement	VERB
esrj-116670	256	8	a	a	DET
esrj-116670	256	9	combined	combined	ADJ
esrj-116670	256	10	approach	approach	NOUN
esrj-116670	256	11	between	between	ADP
esrj-116670	256	12	green	green	ADJ
esrj-116670	256	13	infrastructure	infrastructure	NOUN
esrj-116670	256	14	and	and	CCONJ
esrj-116670	256	15	sustainable	sustainable	ADJ
esrj-116670	256	16	urban	urban	ADJ
esrj-116670	256	17	planning	planning	NOUN
esrj-116670	256	18	and	and	CCONJ
esrj-116670	256	19	community	community	NOUN
esrj-116670	256	20	engagement	engagement	NOUN
esrj-116670	256	21	methods	method	NOUN
esrj-116670	256	22	.	.	PUNCT
esrj-116670	257	1	research	research	NOUN
esrj-116670	257	2	outcomes	outcome	NOUN
esrj-116670	257	3	the	the	DET
esrj-116670	257	4	research	research	NOUN
esrj-116670	257	5	outcomes	outcome	NOUN
esrj-116670	257	6	reveal	reveal	VERB
esrj-116670	257	7	several	several	ADJ
esrj-116670	257	8	discrepancies	discrepancy	NOUN
esrj-116670	257	9	in	in	ADP
esrj-116670	257	10	the	the	DET
esrj-116670	257	11	processing	processing	NOUN
esrj-116670	257	12	of	of	ADP
esrj-116670	257	13	the	the	DET
esrj-116670	257	14	data	datum	NOUN
esrj-116670	257	15	.	.	PUNCT
esrj-116670	258	1	firstly	firstly	ADV
esrj-116670	258	2	,	,	PUNCT
esrj-116670	258	3	inaccuracies	inaccuracy	NOUN
esrj-116670	258	4	were	be	AUX
esrj-116670	258	5	detected	detect	VERB
esrj-116670	258	6	in	in	ADP
esrj-116670	258	7	the	the	DET
esrj-116670	258	8	processed	process	VERB
esrj-116670	258	9	images	image	NOUN
esrj-116670	258	10	of	of	ADP
esrj-116670	258	11	the	the	DET
esrj-116670	258	12	year	year	NOUN
esrj-116670	258	13	2000	2000	NUM
esrj-116670	258	14	,	,	PUNCT
esrj-116670	258	15	where	where	SCONJ
esrj-116670	258	16	the	the	DET
esrj-116670	258	17	land	land	NOUN
esrj-116670	258	18	surface	surface	NOUN
esrj-116670	258	19	temperature	temperature	NOUN
esrj-116670	258	20	appeared	appear	VERB
esrj-116670	258	21	low	low	ADJ
esrj-116670	258	22	despite	despite	SCONJ
esrj-116670	258	23	a	a	DET
esrj-116670	258	24	high	high	ADJ
esrj-116670	258	25	built	build	VERB
esrj-116670	258	26	-	-	PUNCT
esrj-116670	258	27	up	up	ADP
esrj-116670	258	28	area	area	NOUN
esrj-116670	258	29	,	,	PUNCT
esrj-116670	258	30	leading	lead	VERB
esrj-116670	258	31	to	to	ADP
esrj-116670	258	32	misleading	mislead	VERB
esrj-116670	258	33	interpretations	interpretation	NOUN
esrj-116670	258	34	.	.	PUNCT
esrj-116670	259	1	this	this	DET
esrj-116670	259	2	discrepancy	discrepancy	NOUN
esrj-116670	259	3	may	may	AUX
esrj-116670	259	4	stem	stem	VERB
esrj-116670	259	5	from	from	ADP
esrj-116670	259	6	geographical	geographical	ADJ
esrj-116670	259	7	or	or	CCONJ
esrj-116670	259	8	climatic	climatic	ADJ
esrj-116670	259	9	fluctuations	fluctuation	NOUN
esrj-116670	259	10	in	in	ADP
esrj-116670	259	11	the	the	DET
esrj-116670	259	12	year	year	NOUN
esrj-116670	259	13	2000	2000	NUM
esrj-116670	259	14	,	,	PUNCT
esrj-116670	259	15	or	or	CCONJ
esrj-116670	259	16	it	it	PRON
esrj-116670	259	17	could	could	AUX
esrj-116670	259	18	be	be	AUX
esrj-116670	259	19	attributed	attribute	VERB
esrj-116670	259	20	to	to	ADP
esrj-116670	259	21	errors	error	NOUN
esrj-116670	259	22	in	in	ADP
esrj-116670	259	23	the	the	DET
esrj-116670	259	24	bands	band	NOUN
esrj-116670	259	25	of	of	ADP
esrj-116670	259	26	the	the	DET
esrj-116670	259	27	images	image	NOUN
esrj-116670	259	28	used	use	VERB
esrj-116670	259	29	during	during	ADP
esrj-116670	259	30	processing	processing	NOUN
esrj-116670	259	31	.	.	PUNCT
esrj-116670	260	1	furthermore	furthermore	ADV
esrj-116670	260	2	,	,	PUNCT
esrj-116670	260	3	the	the	DET
esrj-116670	260	4	normalized	normalize	VERB
esrj-116670	260	5	difference	difference	NOUN
esrj-116670	260	6	vegetation	vegetation	NOUN
esrj-116670	260	7	index	index	NOUN
esrj-116670	260	8	(	(	PUNCT
esrj-116670	260	9	ndvi	ndvi	PROPN
esrj-116670	260	10	)	)	PUNCT
esrj-116670	260	11	for	for	ADP
esrj-116670	260	12	the	the	DET
esrj-116670	260	13	year	year	NOUN
esrj-116670	260	14	2020	2020	NUM
esrj-116670	260	15	yielded	yield	VERB
esrj-116670	260	16	invalid	invalid	ADJ
esrj-116670	260	17	results	result	NOUN
esrj-116670	260	18	showing	show	VERB
esrj-116670	260	19	increased	increase	VERB
esrj-116670	260	20	vegetation	vegetation	NOUN
esrj-116670	260	21	,	,	PUNCT
esrj-116670	260	22	contrary	contrary	ADJ
esrj-116670	260	23	to	to	ADP
esrj-116670	260	24	expectations	expectation	NOUN
esrj-116670	260	25	.	.	PUNCT
esrj-116670	261	1	additionally	additionally	ADV
esrj-116670	261	2	,	,	PUNCT
esrj-116670	261	3	the	the	DET
esrj-116670	261	4	land	land	NOUN
esrj-116670	261	5	surface	surface	NOUN
esrj-116670	261	6	temperature	temperature	NOUN
esrj-116670	261	7	(	(	PUNCT
esrj-116670	261	8	lst	lst	NOUN
esrj-116670	261	9	)	)	PUNCT
esrj-116670	261	10	values	value	NOUN
esrj-116670	261	11	for	for	ADP
esrj-116670	261	12	the	the	DET
esrj-116670	261	13	year	year	NOUN
esrj-116670	261	14	2020	2020	NUM
esrj-116670	261	15	were	be	AUX
esrj-116670	261	16	unexpectedly	unexpectedly	ADV
esrj-116670	261	17	low	low	ADJ
esrj-116670	261	18	,	,	PUNCT
esrj-116670	261	19	suggesting	suggest	VERB
esrj-116670	261	20	a	a	DET
esrj-116670	261	21	difference	difference	NOUN
esrj-116670	261	22	in	in	ADP
esrj-116670	261	23	band	band	NOUN
esrj-116670	261	24	values	value	NOUN
esrj-116670	261	25	of	of	ADP
esrj-116670	261	26	the	the	DET
esrj-116670	261	27	image	image	NOUN
esrj-116670	261	28	used	use	VERB
esrj-116670	261	29	for	for	ADP
esrj-116670	261	30	processing	processing	NOUN
esrj-116670	261	31	.	.	PUNCT
esrj-116670	262	1	moreover	moreover	ADV
esrj-116670	262	2	,	,	PUNCT
esrj-116670	262	3	the	the	DET
esrj-116670	262	4	normalized	normalize	VERB
esrj-116670	262	5	difference	difference	NOUN
esrj-116670	262	6	built	build	VERB
esrj-116670	262	7	-	-	PUNCT
esrj-116670	262	8	up	up	ADP
esrj-116670	262	9	index	index	NOUN
esrj-116670	262	10	exhibited	exhibit	VERB
esrj-116670	262	11	high	high	ADJ
esrj-116670	262	12	values	value	NOUN
esrj-116670	262	13	in	in	ADP
esrj-116670	262	14	2000	2000	NUM
esrj-116670	262	15	instead	instead	ADV
esrj-116670	262	16	of	of	ADP
esrj-116670	262	17	low	low	ADJ
esrj-116670	262	18	values	value	NOUN
esrj-116670	262	19	,	,	PUNCT
esrj-116670	262	20	and	and	CCONJ
esrj-116670	262	21	lower	low	ADJ
esrj-116670	262	22	values	value	NOUN
esrj-116670	262	23	in	in	ADP
esrj-116670	262	24	the	the	DET
esrj-116670	262	25	year	year	NOUN
esrj-116670	262	26	2020	2020	NUM
esrj-116670	262	27	,	,	PUNCT
esrj-116670	262	28	indicating	indicate	VERB
esrj-116670	262	29	potential	potential	ADJ
esrj-116670	262	30	errors	error	NOUN
esrj-116670	262	31	in	in	ADP
esrj-116670	262	32	the	the	DET
esrj-116670	262	33	image	image	NOUN
esrj-116670	262	34	processing	processing	NOUN
esrj-116670	262	35	methodology	methodology	NOUN
esrj-116670	262	36	.	.	PUNCT
esrj-116670	263	1	these	these	DET
esrj-116670	263	2	discrepancies	discrepancy	NOUN
esrj-116670	263	3	highlight	highlight	VERB
esrj-116670	263	4	the	the	DET
esrj-116670	263	5	need	need	NOUN
esrj-116670	263	6	for	for	ADP
esrj-116670	263	7	a	a	DET
esrj-116670	263	8	thorough	thorough	ADJ
esrj-116670	263	9	review	review	NOUN
esrj-116670	263	10	of	of	ADP
esrj-116670	263	11	the	the	DET
esrj-116670	263	12	image	image	NOUN
esrj-116670	263	13	processing	processing	NOUN
esrj-116670	263	14	techniques	technique	NOUN
esrj-116670	263	15	and	and	CCONJ
esrj-116670	263	16	data	datum	NOUN
esrj-116670	263	17	used	use	VERB
esrj-116670	263	18	in	in	ADP
esrj-116670	263	19	the	the	DET
esrj-116670	263	20	thesis	thesis	NOUN
esrj-116670	263	21	to	to	PART
esrj-116670	263	22	ensure	ensure	VERB
esrj-116670	263	23	the	the	DET
esrj-116670	263	24	accuracy	accuracy	NOUN
esrj-116670	263	25	and	and	CCONJ
esrj-116670	263	26	reliability	reliability	NOUN
esrj-116670	263	27	of	of	ADP
esrj-116670	263	28	the	the	DET
esrj-116670	263	29	research	research	NOUN
esrj-116670	263	30	findings	finding	NOUN
esrj-116670	263	31	.	.	PUNCT
esrj-116670	264	1	references	reference	NOUN
esrj-116670	264	2	acharya	acharya	PROPN
esrj-116670	264	3	,	,	PUNCT
esrj-116670	264	4	t.	t.	PROPN
esrj-116670	264	5	d.	d.	PROPN
esrj-116670	264	6	and	and	CCONJ
esrj-116670	264	7	i.	i.	PROPN
esrj-116670	264	8	yang	yang	PROPN
esrj-116670	264	9	(	(	PUNCT
esrj-116670	264	10	2015	2015	NUM
esrj-116670	264	11	)	)	PUNCT
esrj-116670	264	12	.	.	PUNCT
esrj-116670	265	1	“	"	PUNCT
esrj-116670	265	2	exploring	explore	VERB
esrj-116670	265	3	landsat	landsat	PROPN
esrj-116670	265	4	8	8	NUM
esrj-116670	265	5	.	.	PUNCT
esrj-116670	265	6	”	"	PUNCT
esrj-116670	266	1	international	international	ADJ
esrj-116670	266	2	journal	journal	NOUN
esrj-116670	266	3	of	of	ADP
esrj-116670	266	4	it	it	PRON
esrj-116670	266	5	,	,	PUNCT
esrj-116670	266	6	engineering	engineering	NOUN
esrj-116670	266	7	and	and	CCONJ
esrj-116670	266	8	applied	apply	VERB
esrj-116670	266	9	sciences	sciences	PROPN
esrj-116670	266	10	research	research	NOUN
esrj-116670	266	11	(	(	PUNCT
esrj-116670	266	12	ijieasr	ijieasr	PROPN
esrj-116670	266	13	)	)	PUNCT
esrj-116670	266	14	4(4	4(4	NUM
esrj-116670	266	15	):	):	PUNCT
esrj-116670	266	16	4	4	NUM
esrj-116670	266	17	-	-	SYM
esrj-116670	266	18	10	10	NUM
esrj-116670	266	19	.	.	PUNCT
esrj-116670	267	1	amanollahi	amanollahi	PROPN
esrj-116670	267	2	,	,	PUNCT
esrj-116670	267	3	j.	j.	PROPN
esrj-116670	267	4	,	,	PUNCT
esrj-116670	267	5	et	et	PROPN
esrj-116670	267	6	al	al	PROPN
esrj-116670	267	7	.	.	PUNCT
esrj-116670	267	8	(	(	PUNCT
esrj-116670	267	9	2016	2016	NUM
esrj-116670	267	10	)	)	PUNCT
esrj-116670	267	11	.	.	PUNCT
esrj-116670	268	1	“	"	PUNCT
esrj-116670	268	2	urban	urban	ADJ
esrj-116670	268	3	heat	heat	NOUN
esrj-116670	268	4	evolution	evolution	NOUN
esrj-116670	268	5	in	in	ADP
esrj-116670	268	6	a	a	DET
esrj-116670	268	7	tropical	tropical	ADJ
esrj-116670	268	8	area	area	NOUN
esrj-116670	268	9	utilizing	utilize	VERB
esrj-116670	268	10	landsat	landsat	NOUN
esrj-116670	268	11	imagery	imagery	NOUN
esrj-116670	268	12	.	.	PUNCT
esrj-116670	268	13	”	"	PUNCT
esrj-116670	269	1	atmospheric	atmospheric	ADJ
esrj-116670	269	2	research	research	NOUN
esrj-116670	269	3	167	167	NUM
esrj-116670	269	4	:	:	PUNCT
esrj-116670	269	5	175	175	NUM
esrj-116670	269	6	-	-	SYM
esrj-116670	269	7	182	182	NUM
esrj-116670	269	8	.	.	PUNCT
esrj-116670	270	1	22	22	NUM
esrj-116670	270	2	mirza	mirza	PROPN
esrj-116670	270	3	naseer	naseer	PROPN
esrj-116670	270	4	ahmad	ahmad	PROPN
esrj-116670	270	5	,	,	PUNCT
esrj-116670	270	6	naeem	naeem	PROPN
esrj-116670	270	7	ahmad	ahmad	PROPN
esrj-116670	270	8	syed	syed	PROPN
esrj-116670	270	9	,	,	PUNCT
esrj-116670	270	10	rehan	rehan	PROPN
esrj-116670	270	11	ahmad	ahmad	PROPN
esrj-116670	270	12	pervaiz	pervaiz	PROPN
esrj-116670	270	13	,	,	PUNCT
esrj-116670	270	14	talal	talal	PROPN
esrj-116670	270	15	ahmed	ahmed	PROPN
esrj-116670	270	16	,	,	PUNCT
esrj-116670	270	17	ain	ain	PROPN
esrj-116670	270	18	ur	ur	PROPN
esrj-116670	270	19	raza	raza	PROPN
esrj-116670	270	20	,	,	PUNCT
esrj-116670	270	21	jazba	jazba	PROPN
esrj-116670	270	22	shafique	shafique	NOUN
esrj-116670	270	23	,	,	PUNCT
esrj-116670	270	24	nida	nida	PROPN
esrj-116670	270	25	toheed	toheed	PROPN
esrj-116670	270	26	,	,	PUNCT
esrj-116670	270	27	humaira	humaira	PROPN
esrj-116670	270	28	naseer	naseer	PROPN
esrj-116670	270	29	attri	attri	PROPN
esrj-116670	270	30	,	,	PUNCT
esrj-116670	270	31	p.	p.	PROPN
esrj-116670	270	32	,	,	PUNCT
esrj-116670	270	33	et	et	PROPN
esrj-116670	270	34	al	al	PROPN
esrj-116670	270	35	.	.	PUNCT
esrj-116670	271	1	(	(	PUNCT
esrj-116670	271	2	2015	2015	NUM
esrj-116670	271	3	)	)	PUNCT
esrj-116670	271	4	.	.	PUNCT
esrj-116670	272	1	“	"	PUNCT
esrj-116670	272	2	remote	remote	ADJ
esrj-116670	272	3	sensing	sensing	NOUN
esrj-116670	272	4	&	&	CCONJ
esrj-116670	272	5	gis	gis	PROPN
esrj-116670	272	6	based	base	VERB
esrj-116670	272	7	approaches	approach	NOUN
esrj-116670	272	8	for	for	ADP
esrj-116670	272	9	lulc	lulc	PROPN
esrj-116670	272	10	change	change	NOUN
esrj-116670	272	11	detection	detection	NOUN
esrj-116670	272	12	—	—	PUNCT
esrj-116670	272	13	a	a	DET
esrj-116670	272	14	review	review	NOUN
esrj-116670	272	15	.	.	PUNCT
esrj-116670	272	16	”	"	PUNCT
esrj-116670	273	1	int	int	NOUN
esrj-116670	273	2	.	.	PUNCT
esrj-116670	274	1	j.	j.	PROPN
esrj-116670	274	2	curr	curr	PROPN
esrj-116670	274	3	.	.	PUNCT
esrj-116670	275	1	eng	eng	PROPN
esrj-116670	275	2	.	.	PUNCT
esrj-116670	276	1	technol	technol	PROPN
esrj-116670	276	2	5	5	NUM
esrj-116670	276	3	:	:	SYM
esrj-116670	276	4	3126	3126	NUM
esrj-116670	276	5	-	-	SYM
esrj-116670	276	6	3137	3137	NUM
esrj-116670	276	7	.	.	PUNCT
esrj-116670	277	1	benelli	benelli	PROPN
esrj-116670	277	2	,	,	PUNCT
esrj-116670	277	3	g.	g.	PROPN
esrj-116670	277	4	,	,	PUNCT
esrj-116670	277	5	et	et	PROPN
esrj-116670	277	6	al	al	PROPN
esrj-116670	277	7	.	.	PUNCT
esrj-116670	277	8	(	(	PUNCT
esrj-116670	277	9	2012	2012	NUM
esrj-116670	277	10	)	)	PUNCT
esrj-116670	277	11	.	.	PUNCT
esrj-116670	278	1	“	"	PUNCT
esrj-116670	278	2	an	an	DET
esrj-116670	278	3	rfid	rfid	NOUN
esrj-116670	278	4	-	-	PUNCT
esrj-116670	278	5	based	base	VERB
esrj-116670	278	6	toolbox	toolbox	NOUN
esrj-116670	278	7	for	for	ADP
esrj-116670	278	8	the	the	DET
esrj-116670	278	9	study	study	NOUN
esrj-116670	278	10	of	of	ADP
esrj-116670	278	11	under	under	ADP
esrj-116670	278	12	-	-	PUNCT
esrj-116670	278	13	and	and	CCONJ
esrj-116670	278	14	outside	outside	ADJ
esrj-116670	278	15	-	-	PUNCT
esrj-116670	278	16	water	water	NOUN
esrj-116670	278	17	movement	movement	NOUN
esrj-116670	278	18	of	of	ADP
esrj-116670	278	19	pebbles	pebble	NOUN
esrj-116670	278	20	on	on	ADP
esrj-116670	278	21	coarse	coarse	NOUN
esrj-116670	278	22	-	-	PUNCT
esrj-116670	278	23	grained	grain	VERB
esrj-116670	278	24	beaches	beach	NOUN
esrj-116670	278	25	.	.	PUNCT
esrj-116670	278	26	”	"	PUNCT
esrj-116670	279	1	ieee	ieee	PROPN
esrj-116670	279	2	journal	journal	NOUN
esrj-116670	279	3	of	of	ADP
esrj-116670	279	4	selected	select	VERB
esrj-116670	279	5	topics	topic	NOUN
esrj-116670	279	6	in	in	ADP
esrj-116670	279	7	applied	apply	VERB
esrj-116670	279	8	earth	earth	NOUN
esrj-116670	279	9	observations	observation	NOUN
esrj-116670	279	10	and	and	CCONJ
esrj-116670	279	11	remote	remote	ADJ
esrj-116670	279	12	sensing	sense	VERB
esrj-116670	279	13	5(5	5(5	NUM
esrj-116670	279	14	):	):	PUNCT
esrj-116670	279	15	1474	1474	NUM
esrj-116670	279	16	-	-	SYM
esrj-116670	279	17	1482	1482	NUM
esrj-116670	279	18	.	.	PUNCT
esrj-116670	280	1	chen	chen	PROPN
esrj-116670	280	2	,	,	PUNCT
esrj-116670	280	3	j.	j.	PROPN
esrj-116670	280	4	,	,	PUNCT
esrj-116670	280	5	et	et	PROPN
esrj-116670	280	6	al	al	PROPN
esrj-116670	280	7	.	.	PUNCT
esrj-116670	280	8	(	(	PUNCT
esrj-116670	280	9	2002	2002	NUM
esrj-116670	280	10	)	)	PUNCT
esrj-116670	280	11	.	.	PUNCT
esrj-116670	281	1	“	"	PUNCT
esrj-116670	281	2	evidence	evidence	NOUN
esrj-116670	281	3	for	for	ADP
esrj-116670	281	4	strengthening	strengthening	NOUN
esrj-116670	281	5	of	of	ADP
esrj-116670	281	6	the	the	DET
esrj-116670	281	7	tropical	tropical	ADJ
esrj-116670	281	8	general	general	ADJ
esrj-116670	281	9	circulation	circulation	NOUN
esrj-116670	281	10	in	in	ADP
esrj-116670	281	11	the	the	DET
esrj-116670	281	12	1990s	1990s	NUM
esrj-116670	281	13	.	.	PUNCT
esrj-116670	281	14	”	"	PUNCT
esrj-116670	282	1	science	science	NOUN
esrj-116670	282	2	295(5556	295(5556	NUM
esrj-116670	282	3	):	):	PUNCT
esrj-116670	282	4	838	838	NUM
esrj-116670	282	5	-	-	SYM
esrj-116670	282	6	841	841	NUM
esrj-116670	282	7	.	.	PUNCT
esrj-116670	283	1	egorov	egorov	PROPN
esrj-116670	283	2	,	,	PUNCT
esrj-116670	283	3	a.	a.	NOUN
esrj-116670	283	4	(	(	PUNCT
esrj-116670	283	5	2022	2022	NUM
esrj-116670	283	6	)	)	PUNCT
esrj-116670	283	7	.	.	PUNCT
esrj-116670	284	1	“	"	PUNCT
esrj-116670	284	2	robust	robust	ADJ
esrj-116670	284	3	stability	stability	NOUN
esrj-116670	284	4	analysis	analysis	NOUN
esrj-116670	284	5	of	of	ADP
esrj-116670	284	6	time	time	NOUN
esrj-116670	284	7	-	-	PUNCT
esrj-116670	284	8	varying	vary	VERB
esrj-116670	284	9	delay	delay	NOUN
esrj-116670	284	10	systems	system	NOUN
esrj-116670	284	11	.	.	PUNCT
esrj-116670	284	12	”	"	PUNCT
esrj-116670	285	1	ifac	ifac	NOUN
esrj-116670	285	2	-	-	PUNCT
esrj-116670	285	3	papersonline	papersonline	NOUN
esrj-116670	285	4	55(36	55(36	NOUN
esrj-116670	285	5	):	):	PUNCT
esrj-116670	285	6	210	210	NUM
esrj-116670	285	7	-	-	SYM
esrj-116670	285	8	215	215	NUM
esrj-116670	285	9	.	.	PUNCT
esrj-116670	285	10	elsayed	elsaye	VERB
esrj-116670	285	11	,	,	PUNCT
esrj-116670	285	12	i.	i.	PROPN
esrj-116670	285	13	s.	s.	PROPN
esrj-116670	285	14	(	(	PUNCT
esrj-116670	285	15	2012	2012	NUM
esrj-116670	285	16	)	)	PUNCT
esrj-116670	285	17	.	.	PUNCT
esrj-116670	286	1	“	"	PUNCT
esrj-116670	286	2	mitigation	mitigation	NOUN
esrj-116670	286	3	of	of	ADP
esrj-116670	286	4	the	the	DET
esrj-116670	286	5	urban	urban	ADJ
esrj-116670	286	6	heat	heat	NOUN
esrj-116670	286	7	island	island	NOUN
esrj-116670	286	8	of	of	ADP
esrj-116670	286	9	the	the	DET
esrj-116670	286	10	city	city	NOUN
esrj-116670	286	11	of	of	ADP
esrj-116670	286	12	kuala	kuala	PROPN
esrj-116670	286	13	lumpur	lumpur	PROPN
esrj-116670	286	14	,	,	PUNCT
esrj-116670	286	15	malaysia	malaysia	PROPN
esrj-116670	286	16	.	.	PUNCT
esrj-116670	286	17	”	"	PUNCT
esrj-116670	287	1	middle	middle	ADJ
esrj-116670	287	2	-	-	PUNCT
esrj-116670	287	3	east	east	NOUN
esrj-116670	287	4	journal	journal	NOUN
esrj-116670	287	5	of	of	ADP
esrj-116670	287	6	scientific	scientific	ADJ
esrj-116670	287	7	research	research	NOUN
esrj-116670	287	8	11(11	11(11	NUM
esrj-116670	287	9	):	):	PUNCT
esrj-116670	287	10	1602	1602	NUM
esrj-116670	287	11	-	-	SYM
esrj-116670	287	12	1613	1613	NUM
esrj-116670	287	13	.	.	PUNCT
esrj-116670	288	1	ghouri	ghouri	PROPN
esrj-116670	288	2	,	,	PUNCT
esrj-116670	288	3	a.	a.	PROPN
esrj-116670	288	4	y.	y.	PROPN
esrj-116670	288	5	,	,	PUNCT
esrj-116670	288	6	et	et	PROPN
esrj-116670	288	7	al	al	PROPN
esrj-116670	288	8	.	.	PROPN
esrj-116670	288	9	(	(	PUNCT
esrj-116670	288	10	2022	2022	NUM
esrj-116670	288	11	)	)	PUNCT
esrj-116670	288	12	.	.	PUNCT
esrj-116670	289	1	“	"	PUNCT
esrj-116670	289	2	analytical	analytical	ADJ
esrj-116670	289	3	study	study	NOUN
esrj-116670	289	4	of	of	ADP
esrj-116670	289	5	land	land	NOUN
esrj-116670	289	6	surface	surface	NOUN
esrj-116670	289	7	temperature	temperature	NOUN
esrj-116670	289	8	with	with	ADP
esrj-116670	289	9	ndvi	ndvi	NOUN
esrj-116670	289	10	,	,	PUNCT
esrj-116670	289	11	ndbi	ndbi	ADJ
esrj-116670	289	12	,	,	PUNCT
esrj-116670	289	13	and	and	CCONJ
esrj-116670	289	14	ndbai	ndbai	NOUN
esrj-116670	289	15	of	of	ADP
esrj-116670	289	16	vehari	vehari	ADJ
esrj-116670	289	17	district	district	NOUN
esrj-116670	289	18	and	and	CCONJ
esrj-116670	289	19	detect	detect	VERB
esrj-116670	289	20	the	the	DET
esrj-116670	289	21	uhi	uhi	NOUN
esrj-116670	289	22	in	in	ADP
esrj-116670	289	23	vehari	vehari	ADJ
esrj-116670	289	24	city	city	NOUN
esrj-116670	289	25	,	,	PUNCT
esrj-116670	289	26	pakistan	pakistan	PROPN
esrj-116670	289	27	.	.	PUNCT
esrj-116670	289	28	”	"	PUNCT
esrj-116670	290	1	journal	journal	NOUN
esrj-116670	290	2	of	of	ADP
esrj-116670	290	3	remote	remote	ADJ
esrj-116670	290	4	sensing	sense	VERB
esrj-116670	290	5	gis	gis	PROPN
esrj-116670	290	6	&	&	CCONJ
esrj-116670	290	7	technology	technology	PROPN
esrj-116670	290	8	8(3	8(3	NUM
esrj-116670	290	9	):	):	PUNCT
esrj-116670	290	10	12	12	NUM
esrj-116670	290	11	-	-	SYM
esrj-116670	290	12	25	25	NUM
esrj-116670	290	13	.	.	PUNCT
esrj-116670	291	1	gur	gur	PROPN
esrj-116670	291	2	,	,	PUNCT
esrj-116670	291	3	e.	e.	PROPN
esrj-116670	291	4	,	,	PUNCT
esrj-116670	291	5	palta	palta	PROPN
esrj-116670	291	6	,	,	PUNCT
esrj-116670	291	7	s.	s.	PROPN
esrj-116670	291	8	,	,	PUNCT
esrj-116670	291	9	ozel	ozel	PROPN
esrj-116670	291	10	,	,	PUNCT
esrj-116670	291	11	h.	h.	PROPN
esrj-116670	291	12	b.	b.	PROPN
esrj-116670	291	13	,	,	PUNCT
esrj-116670	291	14	varol	varol	PROPN
esrj-116670	291	15	,	,	PUNCT
esrj-116670	291	16	t.	t.	PROPN
esrj-116670	291	17	,	,	PUNCT
esrj-116670	291	18	sevik	sevik	NOUN
esrj-116670	291	19	,	,	PUNCT
esrj-116670	291	20	h.	h.	PROPN
esrj-116670	291	21	,	,	PUNCT
esrj-116670	291	22	cetin	cetin	PROPN
esrj-116670	291	23	,	,	PUNCT
esrj-116670	291	24	m.	m.	NOUN
esrj-116670	291	25	,	,	PUNCT
esrj-116670	291	26	&	&	CCONJ
esrj-116670	291	27	kocan	kocan	NOUN
esrj-116670	291	28	,	,	PUNCT
esrj-116670	291	29	n.	n.	PROPN
esrj-116670	291	30	(	(	PUNCT
esrj-116670	291	31	2024	2024	NUM
esrj-116670	291	32	)	)	PUNCT
esrj-116670	291	33	.	.	PUNCT
esrj-116670	292	1	assessment	assessment	NOUN
esrj-116670	292	2	of	of	ADP
esrj-116670	292	3	climate	climate	NOUN
esrj-116670	292	4	change	change	NOUN
esrj-116670	292	5	impact	impact	NOUN
esrj-116670	292	6	on	on	ADP
esrj-116670	292	7	highland	highland	PROPN
esrj-116670	292	8	areas	area	NOUN
esrj-116670	292	9	in	in	ADP
esrj-116670	292	10	kastamonu	kastamonu	NOUN
esrj-116670	292	11	,	,	PUNCT
esrj-116670	292	12	turkey	turkey	PROPN
esrj-116670	292	13	.	.	PUNCT
esrj-116670	292	14	  	  	SPACE
esrj-116670	292	15	anthropocene	anthropocene	NOUN
esrj-116670	292	16	,	,	PUNCT
esrj-116670	292	17	  	  	SPACE
esrj-116670	292	18	46	46	NUM
esrj-116670	292	19	,	,	PUNCT
esrj-116670	292	20	100432	100432	NUM
esrj-116670	292	21	.	.	PUNCT
esrj-116670	293	1	https://doi.org/10.1016/j.ancene.2024.100432	https://doi.org/10.1016/j.ancene.2024.100432	PROPN
esrj-116670	293	2	hussain	hussain	PROPN
esrj-116670	293	3	,	,	PUNCT
esrj-116670	293	4	s.	s.	PROPN
esrj-116670	293	5	and	and	CCONJ
esrj-116670	293	6	s.	s.	PROPN
esrj-116670	293	7	karuppannan	karuppannan	PROPN
esrj-116670	293	8	(	(	PUNCT
esrj-116670	293	9	2023	2023	NUM
esrj-116670	293	10	)	)	PUNCT
esrj-116670	293	11	.	.	PUNCT
esrj-116670	294	1	“	"	PUNCT
esrj-116670	294	2	land	land	NOUN
esrj-116670	294	3	use	use	NOUN
esrj-116670	294	4	/	/	SYM
esrj-116670	294	5	land	land	NOUN
esrj-116670	294	6	cover	cover	NOUN
esrj-116670	294	7	changes	change	NOUN
esrj-116670	294	8	and	and	CCONJ
esrj-116670	294	9	their	their	PRON
esrj-116670	294	10	impact	impact	NOUN
esrj-116670	294	11	on	on	ADP
esrj-116670	294	12	land	land	NOUN
esrj-116670	294	13	surface	surface	NOUN
esrj-116670	294	14	temperature	temperature	NOUN
esrj-116670	294	15	using	use	VERB
esrj-116670	294	16	remote	remote	ADJ
esrj-116670	294	17	sensing	sense	VERB
esrj-116670	294	18	technique	technique	NOUN
esrj-116670	294	19	in	in	ADP
esrj-116670	294	20	district	district	NOUN
esrj-116670	294	21	khanewal	khanewal	NOUN
esrj-116670	294	22	,	,	PUNCT
esrj-116670	294	23	punjab	punjab	ADJ
esrj-116670	294	24	pakistan	pakistan	NOUN
esrj-116670	294	25	.	.	PUNCT
esrj-116670	294	26	”	"	PUNCT
esrj-116670	295	1	geology	geology	NOUN
esrj-116670	295	2	,	,	PUNCT
esrj-116670	295	3	ecology	ecology	NOUN
esrj-116670	295	4	,	,	PUNCT
esrj-116670	295	5	and	and	CCONJ
esrj-116670	295	6	landscapes	landscape	NOUN
esrj-116670	295	7	7(1	7(1	NUM
esrj-116670	295	8	):	):	PUNCT
esrj-116670	295	9	46	46	NUM
esrj-116670	295	10	-	-	SYM
esrj-116670	295	11	58	58	NUM
esrj-116670	295	12	.	.	PUNCT
esrj-116670	296	1	jiménez	jiménez	PROPN
esrj-116670	296	2	-	-	PUNCT
esrj-116670	296	3	muñoz	muñoz	PROPN
esrj-116670	296	4	,	,	PUNCT
esrj-116670	296	5	j.	j.	PROPN
esrj-116670	296	6	c.	c.	PROPN
esrj-116670	296	7	,	,	PUNCT
esrj-116670	296	8	et	et	PROPN
esrj-116670	296	9	al	al	PROPN
esrj-116670	296	10	.	.	PUNCT
esrj-116670	296	11	(	(	PUNCT
esrj-116670	296	12	2014	2014	NUM
esrj-116670	296	13	)	)	PUNCT
esrj-116670	296	14	.	.	PUNCT
esrj-116670	297	1	“	"	PUNCT
esrj-116670	297	2	land	land	NOUN
esrj-116670	297	3	surface	surface	NOUN
esrj-116670	297	4	temperature	temperature	NOUN
esrj-116670	297	5	retrieval	retrieval	NOUN
esrj-116670	297	6	methods	method	NOUN
esrj-116670	297	7	from	from	ADP
esrj-116670	297	8	landsat-8	landsat-8	PROPN
esrj-116670	297	9	thermal	thermal	ADJ
esrj-116670	297	10	infrared	infrared	ADJ
esrj-116670	297	11	sensor	sensor	NOUN
esrj-116670	297	12	data	datum	NOUN
esrj-116670	297	13	.	.	PUNCT
esrj-116670	297	14	”	"	PUNCT
esrj-116670	297	15	ieee	ieee	NOUN
esrj-116670	297	16	geoscience	geoscience	NOUN
esrj-116670	297	17	and	and	CCONJ
esrj-116670	297	18	remote	remote	ADJ
esrj-116670	297	19	sensing	sense	VERB
esrj-116670	297	20	letters	letter	NOUN
esrj-116670	297	21	11(10	11(10	NUM
esrj-116670	297	22	):	):	PUNCT
esrj-116670	297	23	1840	1840	NUM
esrj-116670	297	24	-	-	SYM
esrj-116670	297	25	1843	1843	NUM
esrj-116670	297	26	.	.	PUNCT
esrj-116670	298	1	li	li	PROPN
esrj-116670	298	2	,	,	PUNCT
esrj-116670	298	3	h.	h.	PROPN
esrj-116670	298	4	,	,	PUNCT
esrj-116670	298	5	et	et	PROPN
esrj-116670	298	6	al	al	PROPN
esrj-116670	298	7	.	.	PUNCT
esrj-116670	298	8	(	(	PUNCT
esrj-116670	298	9	2014	2014	NUM
esrj-116670	298	10	)	)	PUNCT
esrj-116670	298	11	.	.	PUNCT
esrj-116670	299	1	“	"	PUNCT
esrj-116670	299	2	evaluation	evaluation	NOUN
esrj-116670	299	3	of	of	ADP
esrj-116670	299	4	the	the	DET
esrj-116670	299	5	viirs	viir	NOUN
esrj-116670	299	6	and	and	CCONJ
esrj-116670	299	7	modis	modis	PROPN
esrj-116670	299	8	lst	lst	PROPN
esrj-116670	299	9	products	product	NOUN
esrj-116670	299	10	in	in	ADP
esrj-116670	299	11	an	an	DET
esrj-116670	299	12	arid	arid	ADJ
esrj-116670	299	13	area	area	NOUN
esrj-116670	299	14	of	of	ADP
esrj-116670	299	15	northwest	northwest	PROPN
esrj-116670	299	16	china	china	PROPN
esrj-116670	299	17	.	.	PUNCT
esrj-116670	299	18	”	"	PUNCT
esrj-116670	300	1	remote	remote	ADJ
esrj-116670	300	2	sensing	sensing	NOUN
esrj-116670	300	3	of	of	ADP
esrj-116670	300	4	environment	environment	NOUN
esrj-116670	300	5	142	142	NUM
esrj-116670	300	6	:	:	SYM
esrj-116670	300	7	111	111	NUM
esrj-116670	300	8	-	-	SYM
esrj-116670	300	9	121	121	NUM
esrj-116670	300	10	.	.	PUNCT
esrj-116670	301	1	li	li	PROPN
esrj-116670	301	2	,	,	PUNCT
esrj-116670	301	3	z.-l	z.-l	PROPN
esrj-116670	301	4	.	.	PUNCT
esrj-116670	301	5	,	,	PUNCT
esrj-116670	301	6	et	et	PROPN
esrj-116670	301	7	al	al	PROPN
esrj-116670	301	8	.	.	PROPN
esrj-116670	301	9	(	(	PUNCT
esrj-116670	301	10	2013	2013	NUM
esrj-116670	301	11	)	)	PUNCT
esrj-116670	301	12	.	.	PUNCT
esrj-116670	302	1	“	"	PUNCT
esrj-116670	302	2	satellite	satellite	NOUN
esrj-116670	302	3	-	-	PUNCT
esrj-116670	302	4	derived	derive	VERB
esrj-116670	302	5	land	land	NOUN
esrj-116670	302	6	surface	surface	NOUN
esrj-116670	302	7	temperature	temperature	NOUN
esrj-116670	302	8	:	:	PUNCT
esrj-116670	302	9	current	current	ADJ
esrj-116670	302	10	status	status	NOUN
esrj-116670	302	11	and	and	CCONJ
esrj-116670	302	12	perspectives	perspective	NOUN
esrj-116670	302	13	.	.	PUNCT
esrj-116670	302	14	”	"	PUNCT
esrj-116670	303	1	remote	remote	ADJ
esrj-116670	303	2	sensing	sensing	NOUN
esrj-116670	303	3	of	of	ADP
esrj-116670	303	4	environment	environment	NOUN
esrj-116670	303	5	131	131	NUM
esrj-116670	303	6	:	:	SYM
esrj-116670	303	7	14	14	NUM
esrj-116670	303	8	-	-	SYM
esrj-116670	303	9	37	37	NUM
esrj-116670	303	10	.	.	PUNCT
esrj-116670	304	1	oke	oke	PROPN
esrj-116670	304	2	,	,	PUNCT
esrj-116670	304	3	t.	t.	PROPN
esrj-116670	304	4	r.	r.	PROPN
esrj-116670	304	5	(	(	PUNCT
esrj-116670	304	6	1982	1982	NUM
esrj-116670	304	7	)	)	PUNCT
esrj-116670	304	8	.	.	PUNCT
esrj-116670	305	1	the	the	DET
esrj-116670	305	2	energetic	energetic	ADJ
esrj-116670	305	3	basis	basis	NOUN
esrj-116670	305	4	of	of	ADP
esrj-116670	305	5	the	the	DET
esrj-116670	305	6	urban	urban	ADJ
esrj-116670	305	7	heat	heat	PROPN
esrj-116670	305	8	island	island	NOUN
esrj-116670	305	9	.	.	PUNCT
esrj-116670	305	10	 	 	SPACE
esrj-116670	306	1	quarterly	quarterly	ADJ
esrj-116670	306	2	journal	journal	NOUN
esrj-116670	306	3	of	of	ADP
esrj-116670	306	4	the	the	DET
esrj-116670	306	5	royal	royal	ADJ
esrj-116670	306	6	meteorological	meteorological	ADJ
esrj-116670	306	7	society	society	NOUN
esrj-116670	306	8	,	,	PUNCT
esrj-116670	306	9	 	 	SPACE
esrj-116670	306	10	108(455	108(455	NUM
esrj-116670	306	11	)	)	PUNCT
esrj-116670	306	12	,	,	PUNCT
esrj-116670	306	13	1	1	NUM
esrj-116670	306	14	-	-	SYM
esrj-116670	306	15	24	24	NUM
esrj-116670	306	16	.	.	PUNCT
esrj-116670	307	1	raghavan	raghavan	PROPN
esrj-116670	307	2	,	,	PUNCT
esrj-116670	307	3	m.	m.	NOUN
esrj-116670	307	4	,	,	PUNCT
esrj-116670	307	5	et	et	PROPN
esrj-116670	307	6	al	al	PROPN
esrj-116670	307	7	.	.	PUNCT
esrj-116670	307	8	(	(	PUNCT
esrj-116670	307	9	2015	2015	NUM
esrj-116670	307	10	)	)	PUNCT
esrj-116670	307	11	.	.	PUNCT
esrj-116670	308	1	“	"	PUNCT
esrj-116670	308	2	genomic	genomic	ADJ
esrj-116670	308	3	evidence	evidence	NOUN
esrj-116670	308	4	for	for	ADP
esrj-116670	308	5	the	the	DET
esrj-116670	308	6	pleistocene	pleistocene	NOUN
esrj-116670	308	7	and	and	CCONJ
esrj-116670	308	8	recent	recent	ADJ
esrj-116670	308	9	population	population	NOUN
esrj-116670	308	10	history	history	NOUN
esrj-116670	308	11	of	of	ADP
esrj-116670	308	12	native	native	ADJ
esrj-116670	308	13	americans	americans	PROPN
esrj-116670	308	14	.	.	PUNCT
esrj-116670	308	15	”	"	PUNCT
esrj-116670	309	1	science	science	NOUN
esrj-116670	309	2	349(6250	349(6250	NUM
esrj-116670	309	3	):	):	PUNCT
esrj-116670	309	4	aab3884	aab3884	NOUN
esrj-116670	309	5	.	.	PUNCT
esrj-116670	310	1	rajeshwari	rajeshwari	NOUN
esrj-116670	310	2	,	,	PUNCT
esrj-116670	310	3	a.	a.	NOUN
esrj-116670	310	4	and	and	CCONJ
esrj-116670	310	5	n.	n.	PROPN
esrj-116670	310	6	mani	mani	PROPN
esrj-116670	310	7	(	(	PUNCT
esrj-116670	310	8	2014	2014	NUM
esrj-116670	310	9	)	)	PUNCT
esrj-116670	310	10	.	.	PUNCT
esrj-116670	311	1	“	"	PUNCT
esrj-116670	311	2	estimation	estimation	NOUN
esrj-116670	311	3	of	of	ADP
esrj-116670	311	4	land	land	NOUN
esrj-116670	311	5	surface	surface	NOUN
esrj-116670	311	6	temperature	temperature	NOUN
esrj-116670	311	7	of	of	ADP
esrj-116670	311	8	dindigul	dindigul	ADJ
esrj-116670	311	9	district	district	NOUN
esrj-116670	311	10	using	use	VERB
esrj-116670	311	11	landsat	landsat	PROPN
esrj-116670	311	12	8	8	NUM
esrj-116670	311	13	data	datum	NOUN
esrj-116670	311	14	.	.	PUNCT
esrj-116670	311	15	”	"	PUNCT
esrj-116670	312	1	international	international	ADJ
esrj-116670	312	2	journal	journal	NOUN
esrj-116670	312	3	of	of	ADP
esrj-116670	312	4	research	research	NOUN
esrj-116670	312	5	in	in	ADP
esrj-116670	312	6	engineering	engineering	NOUN
esrj-116670	312	7	and	and	CCONJ
esrj-116670	312	8	technology	technology	NOUN
esrj-116670	312	9	3(5	3(5	NUM
esrj-116670	312	10	):	):	PUNCT
esrj-116670	312	11	122	122	NUM
esrj-116670	312	12	-	-	SYM
esrj-116670	312	13	126	126	NUM
esrj-116670	312	14	.	.	PUNCT
esrj-116670	313	1	rousta	rousta	PROPN
esrj-116670	313	2	,	,	PUNCT
esrj-116670	313	3	i.	i.	PROPN
esrj-116670	313	4	,	,	PUNCT
esrj-116670	313	5	et	et	PROPN
esrj-116670	313	6	al	al	PROPN
esrj-116670	313	7	.	.	PUNCT
esrj-116670	314	1	(	(	PUNCT
esrj-116670	314	2	2018	2018	NUM
esrj-116670	314	3	)	)	PUNCT
esrj-116670	314	4	.	.	PUNCT
esrj-116670	315	1	“	"	PUNCT
esrj-116670	315	2	spatiotemporal	spatiotemporal	ADJ
esrj-116670	315	3	analysis	analysis	NOUN
esrj-116670	315	4	of	of	ADP
esrj-116670	315	5	land	land	NOUN
esrj-116670	315	6	use	use	NOUN
esrj-116670	315	7	/	/	SYM
esrj-116670	315	8	land	land	NOUN
esrj-116670	315	9	cover	cover	NOUN
esrj-116670	315	10	and	and	CCONJ
esrj-116670	315	11	its	its	PRON
esrj-116670	315	12	effects	effect	NOUN
esrj-116670	315	13	on	on	ADP
esrj-116670	315	14	surface	surface	NOUN
esrj-116670	315	15	urban	urban	ADJ
esrj-116670	315	16	heat	heat	NOUN
esrj-116670	315	17	island	island	NOUN
esrj-116670	315	18	using	use	VERB
esrj-116670	315	19	landsat	landsat	PROPN
esrj-116670	315	20	data	data	PROPN
esrj-116670	315	21	:	:	PUNCT
esrj-116670	315	22	a	a	DET
esrj-116670	315	23	case	case	NOUN
esrj-116670	315	24	study	study	NOUN
esrj-116670	315	25	of	of	ADP
esrj-116670	315	26	metropolitan	metropolitan	ADJ
esrj-116670	315	27	city	city	PROPN
esrj-116670	315	28	tehran	tehran	PROPN
esrj-116670	315	29	(	(	PUNCT
esrj-116670	315	30	1988–2018	1988–2018	NUM
esrj-116670	315	31	)	)	PUNCT
esrj-116670	315	32	.	.	PUNCT
esrj-116670	315	33	”	"	PUNCT
esrj-116670	316	1	sustainability	sustainability	NOUN
esrj-116670	316	2	10(12	10(12	NUM
esrj-116670	316	3	):	):	PUNCT
esrj-116670	316	4	4433	4433	NUM
esrj-116670	316	5	.	.	PUNCT
esrj-116670	317	1	saleem	saleem	PROPN
esrj-116670	317	2	,	,	PUNCT
esrj-116670	317	3	m.	m.	NOUN
esrj-116670	317	4	s.	s.	PROPN
esrj-116670	317	5	,	,	PUNCT
esrj-116670	317	6	et	et	PROPN
esrj-116670	317	7	al	al	PROPN
esrj-116670	317	8	.	.	PROPN
esrj-116670	317	9	(	(	PUNCT
esrj-116670	317	10	2020	2020	NUM
esrj-116670	317	11	)	)	PUNCT
esrj-116670	317	12	.	.	PUNCT
esrj-116670	318	1	“	"	PUNCT
esrj-116670	318	2	impact	impact	NOUN
esrj-116670	318	3	assessment	assessment	NOUN
esrj-116670	318	4	of	of	ADP
esrj-116670	318	5	urban	urban	ADJ
esrj-116670	318	6	development	development	NOUN
esrj-116670	318	7	patterns	pattern	NOUN
esrj-116670	318	8	on	on	ADP
esrj-116670	318	9	land	land	NOUN
esrj-116670	318	10	surface	surface	NOUN
esrj-116670	318	11	temperature	temperature	NOUN
esrj-116670	318	12	by	by	ADP
esrj-116670	318	13	using	use	VERB
esrj-116670	318	14	remote	remote	ADJ
esrj-116670	318	15	sensing	sense	VERB
esrj-116670	318	16	techniques	technique	NOUN
esrj-116670	318	17	:	:	PUNCT
esrj-116670	318	18	a	a	DET
esrj-116670	318	19	case	case	NOUN
esrj-116670	318	20	study	study	NOUN
esrj-116670	318	21	of	of	ADP
esrj-116670	318	22	lahore	lahore	PROPN
esrj-116670	318	23	,	,	PUNCT
esrj-116670	318	24	faisalabad	faisalabad	PROPN
esrj-116670	318	25	and	and	CCONJ
esrj-116670	318	26	multan	multan	PROPN
esrj-116670	318	27	district	district	PROPN
esrj-116670	318	28	.	.	PUNCT
esrj-116670	318	29	”	"	PUNCT
esrj-116670	319	1	environmental	environmental	ADJ
esrj-116670	319	2	science	science	NOUN
esrj-116670	319	3	and	and	CCONJ
esrj-116670	319	4	pollution	pollution	NOUN
esrj-116670	319	5	research	research	NOUN
esrj-116670	319	6	27(32	27(32	NUM
esrj-116670	319	7	):	):	PUNCT
esrj-116670	319	8	39865	39865	NUM
esrj-116670	319	9	-	-	SYM
esrj-116670	319	10	39878	39878	NUM
esrj-116670	319	11	.	.	PUNCT
esrj-116670	320	1	schwaab	schwaab	PROPN
esrj-116670	320	2	,	,	PUNCT
esrj-116670	320	3	j.	j.	PROPN
esrj-116670	320	4	,	,	PUNCT
esrj-116670	320	5	et	et	PROPN
esrj-116670	320	6	al	al	PROPN
esrj-116670	320	7	.	.	PROPN
esrj-116670	320	8	(	(	PUNCT
esrj-116670	320	9	2021	2021	NUM
esrj-116670	320	10	)	)	PUNCT
esrj-116670	320	11	.	.	PUNCT
esrj-116670	321	1	“	"	PUNCT
esrj-116670	321	2	the	the	DET
esrj-116670	321	3	role	role	NOUN
esrj-116670	321	4	of	of	ADP
esrj-116670	321	5	urban	urban	ADJ
esrj-116670	321	6	trees	tree	NOUN
esrj-116670	321	7	in	in	ADP
esrj-116670	321	8	reducing	reduce	VERB
esrj-116670	321	9	land	land	NOUN
esrj-116670	321	10	surface	surface	NOUN
esrj-116670	321	11	temperatures	temperature	NOUN
esrj-116670	321	12	in	in	ADP
esrj-116670	321	13	european	european	ADJ
esrj-116670	321	14	cities	city	NOUN
esrj-116670	321	15	.	.	PUNCT
esrj-116670	321	16	”	"	PUNCT
esrj-116670	322	1	nature	nature	NOUN
esrj-116670	322	2	communications	communication	NOUN
esrj-116670	322	3	12(1	12(1	NOUN
esrj-116670	322	4	):	):	PUNCT
esrj-116670	322	5	6763	6763	NUM
esrj-116670	322	6	.	.	PUNCT
esrj-116670	323	1	solangi	solangi	PROPN
esrj-116670	323	2	,	,	PUNCT
esrj-116670	323	3	g.	g.	PROPN
esrj-116670	323	4	s.	s.	PROPN
esrj-116670	323	5	,	,	PUNCT
esrj-116670	323	6	et	et	PROPN
esrj-116670	323	7	al	al	PROPN
esrj-116670	323	8	.	.	PROPN
esrj-116670	323	9	(	(	PUNCT
esrj-116670	323	10	2019	2019	NUM
esrj-116670	323	11	)	)	PUNCT
esrj-116670	323	12	.	.	PUNCT
esrj-116670	324	1	“	"	PUNCT
esrj-116670	324	2	spatiotemporal	spatiotemporal	ADJ
esrj-116670	324	3	dynamics	dynamic	NOUN
esrj-116670	324	4	of	of	ADP
esrj-116670	324	5	land	land	NOUN
esrj-116670	324	6	surface	surface	NOUN
esrj-116670	324	7	temperature	temperature	NOUN
esrj-116670	324	8	and	and	CCONJ
esrj-116670	324	9	its	its	PRON
esrj-116670	324	10	impact	impact	NOUN
esrj-116670	324	11	on	on	ADP
esrj-116670	324	12	the	the	DET
esrj-116670	324	13	vegetation	vegetation	NOUN
esrj-116670	324	14	.	.	PUNCT
esrj-116670	324	15	”	"	PUNCT
esrj-116670	325	1	civil	civil	ADJ
esrj-116670	325	2	engineering	engineering	NOUN
esrj-116670	325	3	journal	journal	PROPN
esrj-116670	325	4	5(8	5(8	NUM
esrj-116670	325	5	):	):	PUNCT
esrj-116670	325	6	1753	1753	NUM
esrj-116670	325	7	-	-	SYM
esrj-116670	325	8	1763	1763	NUM
esrj-116670	325	9	.	.	PUNCT
esrj-116670	326	1	solanky	solanky	ADJ
esrj-116670	326	2	,	,	PUNCT
esrj-116670	326	3	v.	v.	PROPN
esrj-116670	326	4	,	,	PUNCT
esrj-116670	326	5	et	et	PROPN
esrj-116670	326	6	al	al	PROPN
esrj-116670	326	7	.	.	PUNCT
esrj-116670	327	1	(	(	PUNCT
esrj-116670	327	2	2018	2018	NUM
esrj-116670	327	3	)	)	PUNCT
esrj-116670	327	4	.	.	PUNCT
esrj-116670	328	1	land	land	NOUN
esrj-116670	328	2	surface	surface	NOUN
esrj-116670	328	3	temperature	temperature	NOUN
esrj-116670	328	4	estimation	estimation	NOUN
esrj-116670	328	5	using	use	VERB
esrj-116670	328	6	remote	remote	ADJ
esrj-116670	328	7	sensing	sense	VERB
esrj-116670	328	8	data	datum	NOUN
esrj-116670	328	9	.	.	PUNCT
esrj-116670	329	1	hydrologic	hydrologic	ADJ
esrj-116670	329	2	modeling	modeling	NOUN
esrj-116670	329	3	:	:	PUNCT
esrj-116670	329	4	select	select	ADJ
esrj-116670	329	5	proceedings	proceeding	NOUN
esrj-116670	329	6	of	of	ADP
esrj-116670	329	7	icwees-2016	icwees-2016	PROPN
esrj-116670	329	8	,	,	PUNCT
esrj-116670	329	9	springer	springer	NOUN
esrj-116670	329	10	.	.	PUNCT
esrj-116670	330	1	strahler	strahler	PROPN
esrj-116670	330	2	,	,	PUNCT
esrj-116670	330	3	a.	a.	PROPN
esrj-116670	330	4	h.	h.	PROPN
esrj-116670	330	5	and	and	CCONJ
esrj-116670	330	6	a.	a.	NOUN
esrj-116670	330	7	strahler	strahler	NOUN
esrj-116670	330	8	(	(	PUNCT
esrj-116670	330	9	2013	2013	NUM
esrj-116670	330	10	)	)	PUNCT
esrj-116670	330	11	.	.	PUNCT
esrj-116670	331	1	introducing	introduce	VERB
esrj-116670	331	2	physical	physical	ADJ
esrj-116670	331	3	geography	geography	NOUN
esrj-116670	331	4	,	,	PUNCT
esrj-116670	331	5	wiley	wiley	PROPN
esrj-116670	331	6	hoboken	hoboken	PROPN
esrj-116670	331	7	,	,	PUNCT
esrj-116670	331	8	nj	nj	PROPN
esrj-116670	331	9	,	,	PUNCT
esrj-116670	331	10	usa	usa	PROPN
esrj-116670	331	11	.	.	PROPN
esrj-116670	331	12	ullah	ullah	PROPN
esrj-116670	331	13	,	,	PUNCT
esrj-116670	331	14	s.	s.	PROPN
esrj-116670	331	15	,	,	PUNCT
esrj-116670	331	16	qiao	qiao	PROPN
esrj-116670	331	17	,	,	PUNCT
esrj-116670	331	18	x.	x.	PROPN
esrj-116670	331	19	&	&	CCONJ
esrj-116670	331	20	abbas	abbas	PROPN
esrj-116670	331	21	,	,	PUNCT
esrj-116670	331	22	m.	m.	NOUN
esrj-116670	331	23	addressing	address	VERB
esrj-116670	331	24	the	the	DET
esrj-116670	331	25	impact	impact	NOUN
esrj-116670	331	26	of	of	ADP
esrj-116670	331	27	land	land	NOUN
esrj-116670	331	28	use	use	NOUN
esrj-116670	331	29	land	land	NOUN
esrj-116670	331	30	cover	cover	NOUN
esrj-116670	331	31	changes	change	NOUN
esrj-116670	331	32	on	on	ADP
esrj-116670	331	33	land	land	NOUN
esrj-116670	331	34	surface	surface	NOUN
esrj-116670	331	35	temperature	temperature	NOUN
esrj-116670	331	36	using	use	VERB
esrj-116670	331	37	machine	machine	NOUN
esrj-116670	331	38	learning	learning	NOUN
esrj-116670	331	39	algorithms	algorithm	NOUN
esrj-116670	331	40	.	.	PUNCT
esrj-116670	331	41	  	  	SPACE
esrj-116670	332	1	sci	sci	PROPN
esrj-116670	332	2	rep	rep	PROPN
esrj-116670	332	3	  	  	SPACE
esrj-116670	332	4	14	14	NUM
esrj-116670	332	5	,	,	PUNCT
esrj-116670	332	6	18746	18746	NUM
esrj-116670	332	7	(	(	PUNCT
esrj-116670	332	8	2024	2024	NUM
esrj-116670	332	9	)	)	PUNCT
esrj-116670	332	10	.	.	PUNCT
esrj-116670	333	1	https://doi.org/10.1038/s41598-02468492-7	https://doi.org/10.1038/s41598-02468492-7	PROPN
esrj-116670	333	2	waseem	waseem	PROPN
esrj-116670	333	3	,	,	PUNCT
esrj-116670	333	4	s.	s.	PROPN
esrj-116670	333	5	and	and	CCONJ
esrj-116670	333	6	u.	u.	PROPN
esrj-116670	333	7	khayyam	khayyam	PROPN
esrj-116670	333	8	(	(	PUNCT
esrj-116670	333	9	2019	2019	NUM
esrj-116670	333	10	)	)	PUNCT
esrj-116670	333	11	.	.	PUNCT
esrj-116670	334	1	“	"	PUNCT
esrj-116670	334	2	loss	loss	NOUN
esrj-116670	334	3	of	of	ADP
esrj-116670	334	4	vegetative	vegetative	ADJ
esrj-116670	334	5	cover	cover	NOUN
esrj-116670	334	6	and	and	CCONJ
esrj-116670	334	7	increased	increase	VERB
esrj-116670	334	8	land	land	NOUN
esrj-116670	334	9	surface	surface	NOUN
esrj-116670	334	10	temperature	temperature	NOUN
esrj-116670	334	11	:	:	PUNCT
esrj-116670	334	12	a	a	DET
esrj-116670	334	13	case	case	NOUN
esrj-116670	334	14	study	study	NOUN
esrj-116670	334	15	of	of	ADP
esrj-116670	334	16	islamabad	islamabad	PROPN
esrj-116670	334	17	,	,	PUNCT
esrj-116670	334	18	pakistan	pakistan	PROPN
esrj-116670	334	19	.	.	PUNCT
esrj-116670	334	20	”	"	PUNCT
esrj-116670	334	21	journal	journal	NOUN
esrj-116670	334	22	of	of	ADP
esrj-116670	334	23	cleaner	clean	ADJ
esrj-116670	334	24	production	production	NOUN
esrj-116670	334	25	234	234	NUM
esrj-116670	334	26	:	:	PUNCT
esrj-116670	334	27	972	972	NUM
esrj-116670	334	28	-	-	SYM
esrj-116670	334	29	983	983	NUM
esrj-116670	334	30	.	.	PUNCT
esrj-116670	335	1	world	world	PROPN
esrj-116670	335	2	health	health	PROPN
esrj-116670	335	3	organization	organization	PROPN
esrj-116670	335	4	.	.	PUNCT
esrj-116670	336	1	(	(	PUNCT
esrj-116670	336	2	1992	1992	NUM
esrj-116670	336	3	)	)	PUNCT
esrj-116670	336	4	.	.	PUNCT
esrj-116670	336	5	  	  	SPACE
esrj-116670	337	1	cadmium	cadmium	NOUN
esrj-116670	337	2	:	:	PUNCT
esrj-116670	337	3	environmental	environmental	ADJ
esrj-116670	337	4	aspects	aspect	NOUN
esrj-116670	337	5	.	.	PUNCT
esrj-116670	338	1	world	world	NOUN
esrj-116670	338	2	health	health	PROPN
esrj-116670	338	3	organization	organization	PROPN
esrj-116670	338	4	.	.	PUNCT
esrj-116670	339	1	yang	yang	PROPN
esrj-116670	339	2	,	,	PUNCT
esrj-116670	339	3	j.	j.	PROPN
esrj-116670	339	4	,	,	PUNCT
esrj-116670	339	5	et	et	PROPN
esrj-116670	339	6	al	al	PROPN
esrj-116670	339	7	.	.	PROPN
esrj-116670	339	8	(	(	PUNCT
esrj-116670	339	9	2021	2021	NUM
esrj-116670	339	10	)	)	PUNCT
esrj-116670	339	11	.	.	PUNCT
esrj-116670	340	1	“	"	PUNCT
esrj-116670	340	2	understanding	understand	VERB
esrj-116670	340	3	land	land	NOUN
esrj-116670	340	4	surface	surface	NOUN
esrj-116670	340	5	temperature	temperature	NOUN
esrj-116670	340	6	impact	impact	NOUN
esrj-116670	340	7	factors	factor	NOUN
esrj-116670	340	8	based	base	VERB
esrj-116670	340	9	on	on	ADP
esrj-116670	340	10	local	local	ADJ
esrj-116670	340	11	climate	climate	NOUN
esrj-116670	340	12	zones	zone	NOUN
esrj-116670	340	13	.	.	PUNCT
esrj-116670	340	14	”	"	PUNCT
esrj-116670	341	1	sustainable	sustainable	ADJ
esrj-116670	341	2	cities	city	NOUN
esrj-116670	341	3	and	and	CCONJ
esrj-116670	341	4	society	society	NOUN
esrj-116670	341	5	69	69	NUM
esrj-116670	341	6	:	:	SYM
esrj-116670	341	7	102818	102818	NUM
esrj-116670	341	8	.	.	PUNCT
esrj-116670	342	1	yaseen	yaseen	PROPN
esrj-116670	342	2	,	,	PUNCT
esrj-116670	342	3	a.	a.	NOUN
esrj-116670	342	4	and	and	CCONJ
esrj-116670	342	5	a.	a.	PROPN
esrj-116670	342	6	khan	khan	PROPN
esrj-116670	342	7	(	(	PUNCT
esrj-116670	342	8	2022	2022	NUM
esrj-116670	342	9	)	)	PUNCT
esrj-116670	342	10	.	.	PUNCT
esrj-116670	343	1	“	"	PUNCT
esrj-116670	343	2	monitoring	monitor	VERB
esrj-116670	343	3	the	the	DET
esrj-116670	343	4	land	land	NOUN
esrj-116670	343	5	surface	surface	NOUN
esrj-116670	343	6	temperature	temperature	NOUN
esrj-116670	343	7	and	and	CCONJ
esrj-116670	343	8	its	its	PRON
esrj-116670	343	9	correlation	correlation	NOUN
esrj-116670	343	10	with	with	ADP
esrj-116670	343	11	ndvi	ndvi	NOUN
esrj-116670	343	12	of	of	ADP
esrj-116670	343	13	chiniot	chiniot	NOUN
esrj-116670	343	14	by	by	ADP
esrj-116670	343	15	using	use	VERB
esrj-116670	343	16	gis	gis	NOUN
esrj-116670	343	17	technology	technology	NOUN
esrj-116670	343	18	and	and	CCONJ
esrj-116670	343	19	remote	remote	ADJ
esrj-116670	343	20	sensing	sensing	NOUN
esrj-116670	343	21	.	.	PUNCT
esrj-116670	343	22	”	"	PUNCT
esrj-116670	344	1	yue	yue	PROPN
esrj-116670	344	2	,	,	PUNCT
esrj-116670	344	3	w.	w.	PROPN
esrj-116670	344	4	,	,	PUNCT
esrj-116670	344	5	xu	xu	PROPN
esrj-116670	344	6	,	,	PUNCT
esrj-116670	344	7	j.	j.	PROPN
esrj-116670	344	8	,	,	PUNCT
esrj-116670	344	9	tan	tan	PROPN
esrj-116670	344	10	,	,	PUNCT
esrj-116670	344	11	w.	w.	PROPN
esrj-116670	344	12	,	,	PUNCT
esrj-116670	344	13	&	&	CCONJ
esrj-116670	344	14	xu	xu	PROPN
esrj-116670	344	15	,	,	PUNCT
esrj-116670	344	16	l.	l.	PROPN
esrj-116670	344	17	(	(	PUNCT
esrj-116670	344	18	2007	2007	NUM
esrj-116670	344	19	)	)	PUNCT
esrj-116670	344	20	.	.	PUNCT
esrj-116670	344	21	  	  	SPACE
esrj-116670	345	1	the	the	DET
esrj-116670	345	2	relationship	relationship	NOUN
esrj-116670	345	3	between	between	ADP
esrj-116670	345	4	land	land	NOUN
esrj-116670	345	5	surface	surface	NOUN
esrj-116670	345	6	temperature	temperature	NOUN
esrj-116670	345	7	and	and	CCONJ
esrj-116670	345	8	ndvi	ndvi	NOUN
esrj-116670	345	9	with	with	ADP
esrj-116670	345	10	remote	remote	ADJ
esrj-116670	345	11	sensing	sensing	NOUN
esrj-116670	345	12	:	:	PUNCT
esrj-116670	345	13	application	application	NOUN
esrj-116670	345	14	to	to	ADP
esrj-116670	345	15	shanghai	shanghai	PROPN
esrj-116670	345	16	landsat	landsat	PROPN
esrj-116670	345	17	7	7	NUM
esrj-116670	345	18	etm+	etm+	PROPN
esrj-116670	345	19	data	data	PROPN
esrj-116670	345	20	.	.	PUNCT
esrj-116670	346	1	international	international	ADJ
esrj-116670	346	2	journal	journal	NOUN
esrj-116670	346	3	of	of	ADP
esrj-116670	346	4	remote	remote	ADJ
esrj-116670	346	5	sensing	sensing	NOUN
esrj-116670	346	6	,	,	PUNCT
esrj-116670	346	7	28(15	28(15	NUM
esrj-116670	346	8	)	)	PUNCT
esrj-116670	346	9	,	,	PUNCT
esrj-116670	346	10	3205–3226	3205–3226	NUM
esrj-116670	346	11	.	.	PUNCT
esrj-116670	346	12	 	 	SPACE
esrj-116670	346	13	doi:10.1080/01431160500306906	doi:10.1080/01431160500306906	X
esrj-116670	346	14	zhang	zhang	PROPN
esrj-116670	346	15	,	,	PUNCT
esrj-116670	346	16	m.	m.	NOUN
esrj-116670	346	17	,	,	PUNCT
esrj-116670	346	18	et	et	PROPN
esrj-116670	346	19	al	al	PROPN
esrj-116670	346	20	.	.	PROPN
esrj-116670	346	21	(	(	PUNCT
esrj-116670	346	22	2023	2023	NUM
esrj-116670	346	23	)	)	PUNCT
esrj-116670	346	24	.	.	PUNCT
esrj-116670	347	1	“	"	PUNCT
esrj-116670	347	2	impact	impact	NOUN
esrj-116670	347	3	of	of	ADP
esrj-116670	347	4	urban	urban	ADJ
esrj-116670	347	5	expansion	expansion	NOUN
esrj-116670	347	6	on	on	ADP
esrj-116670	347	7	land	land	NOUN
esrj-116670	347	8	surface	surface	NOUN
esrj-116670	347	9	temperature	temperature	NOUN
esrj-116670	347	10	and	and	CCONJ
esrj-116670	347	11	carbon	carbon	NOUN
esrj-116670	347	12	emissions	emission	NOUN
esrj-116670	347	13	using	use	VERB
esrj-116670	347	14	machine	machine	NOUN
esrj-116670	347	15	learning	learn	VERB
esrj-116670	347	16	algorithms	algorithm	NOUN
esrj-116670	347	17	in	in	ADP
esrj-116670	347	18	wuhan	wuhan	PROPN
esrj-116670	347	19	,	,	PUNCT
esrj-116670	347	20	china	china	PROPN
esrj-116670	347	21	.	.	PUNCT
esrj-116670	347	22	”	"	PUNCT
esrj-116670	348	1	urban	urban	ADJ
esrj-116670	348	2	climate	climate	NOUN
esrj-116670	348	3	47	47	NUM
esrj-116670	348	4	:	:	SYM
esrj-116670	348	5	101347	101347	NUM
esrj-116670	348	6	.	.	PUNCT
esrj-116670	349	1	https://doi.org/10.1016/j.ancene.2024.100432	https://doi.org/10.1016/j.ancene.2024.100432	ADJ
esrj-116670	349	2	https://doi.org/10.1016/j.ancene.2024.100432	https://doi.org/10.1016/j.ancene.2024.100432	PROPN
esrj-116670	349	3	https://doi.org/10.1038/s41598-024-68492-7	https://doi.org/10.1038/s41598-024-68492-7	PROPN
esrj-116670	349	4	https://doi.org/10.1038/s41598-024-68492-7	https://doi.org/10.1038/s41598-024-68492-7	NUM