id	sid	tid	token	lemma	pos
cana-4007	1	1	communications	communication	NOUN
cana-4007	1	2	on	on	ADP
cana-4007	1	3	applied	apply	VERB
cana-4007	1	4	nonlinear	nonlinear	ADJ
cana-4007	1	5	analysis	analysis	NOUN
cana-4007	1	6	issn	issn	NOUN
cana-4007	1	7	:	:	PUNCT
cana-4007	1	8	1074	1074	NUM
cana-4007	1	9	-	-	PUNCT
cana-4007	1	10	133x	133x	NUM
cana-4007	1	11	vol	vol	NOUN
cana-4007	1	12	32	32	NUM
cana-4007	1	13	no	no	NOUN
cana-4007	1	14	.	.	PUNCT
cana-4007	2	1	9s	9s	NUM
cana-4007	2	2	(	(	PUNCT
cana-4007	2	3	2025	2025	NUM
cana-4007	2	4	)	)	PUNCT
cana-4007	2	5	802	802	NUM
cana-4007	2	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-4007	2	7	enhanced	enhance	VERB
cana-4007	2	8	accuracy	accuracy	NOUN
cana-4007	2	9	in	in	ADP
cana-4007	2	10	cellular	cellular	ADJ
cana-4007	2	11	automata	automata	NOUN
cana-4007	2	12	-	-	PUNCT
cana-4007	2	13	markov	markov	NOUN
cana-4007	2	14	chain	chain	NOUN
cana-4007	2	15	model	model	NOUN
cana-4007	2	16	for	for	ADP
cana-4007	2	17	land	land	NOUN
cana-4007	2	18	classification	classification	NOUN
cana-4007	2	19	analysis	analysis	NOUN
cana-4007	2	20	and	and	CCONJ
cana-4007	2	21	prediction	prediction	NOUN
cana-4007	2	22	susanta	susanta	PROPN
cana-4007	2	23	kundu1	kundu1	PROPN
cana-4007	2	24	,	,	PUNCT
cana-4007	2	25	ashima	ashima	PROPN
cana-4007	2	26	rani	rani	PROPN
cana-4007	2	27	2	2	NUM
cana-4007	2	28	,	,	PUNCT
cana-4007	2	29	vinod	vinod	PROPN
cana-4007	2	30	kumar	kumar	PROPN
cana-4007	2	31	3	3	NUM
cana-4007	2	32	1	1	PROPN
cana-4007	2	33	department	department	NOUN
cana-4007	2	34	of	of	ADP
cana-4007	2	35	computer	computer	NOUN
cana-4007	2	36	science	science	NOUN
cana-4007	2	37	,	,	PUNCT
cana-4007	2	38	faculty	faculty	NOUN
cana-4007	2	39	of	of	ADP
cana-4007	2	40	engineering	engineering	NOUN
cana-4007	2	41	and	and	CCONJ
cana-4007	2	42	technology	technology	NOUN
cana-4007	2	43	,	,	PUNCT
cana-4007	2	44	sgt	sgt	PROPN
cana-4007	2	45	university	university	PROPN
cana-4007	2	46	,	,	PUNCT
cana-4007	2	47	gurgaon	gurgaon	PROPN
cana-4007	2	48	,	,	PUNCT
cana-4007	2	49	india	india	PROPN
cana-4007	2	50	122005	122005	NUM
cana-4007	2	51	susanta_feat@sgtuniversity.org	susanta_feat@sgtuniversity.org	PROPN
cana-4007	2	52	2	2	NUM
cana-4007	2	53	department	department	NOUN
cana-4007	2	54	of	of	ADP
cana-4007	2	55	computer	computer	NOUN
cana-4007	2	56	science	science	NOUN
cana-4007	2	57	,	,	PUNCT
cana-4007	2	58	faculty	faculty	NOUN
cana-4007	2	59	of	of	ADP
cana-4007	2	60	engineering	engineering	NOUN
cana-4007	2	61	and	and	CCONJ
cana-4007	2	62	technology	technology	NOUN
cana-4007	2	63	,	,	PUNCT
cana-4007	2	64	sgt	sgt	PROPN
cana-4007	2	65	university	university	PROPN
cana-4007	2	66	,	,	PUNCT
cana-4007	2	67	gurgaon	gurgaon	PROPN
cana-4007	2	68	,	,	PUNCT
cana-4007	2	69	india	india	PROPN
cana-4007	2	70	122005	122005	NUM
cana-4007	2	71	ashima_feat@sgtuniversity.org	ashima_feat@sgtuniversity.org	ADV
cana-4007	2	72	3	3	NUM
cana-4007	2	73	retired	retired	ADJ
cana-4007	2	74	professor	professor	NOUN
cana-4007	2	75	,	,	PUNCT
cana-4007	2	76	department	department	NOUN
cana-4007	2	77	of	of	ADP
cana-4007	2	78	computer	computer	NOUN
cana-4007	2	79	science	science	NOUN
cana-4007	2	80	,	,	PUNCT
cana-4007	2	81	faculty	faculty	NOUN
cana-4007	2	82	of	of	ADP
cana-4007	2	83	engineering	engineering	NOUN
cana-4007	2	84	and	and	CCONJ
cana-4007	2	85	technology	technology	NOUN
cana-4007	2	86	,	,	PUNCT
cana-4007	2	87	sgt	sgt	PROPN
cana-4007	2	88	university	university	PROPN
cana-4007	2	89	gvkssun@gmail.com	gvkssun@gmail.com	PROPN
cana-4007	2	90	article	article	NOUN
cana-4007	2	91	history	history	NOUN
cana-4007	2	92	:	:	PUNCT
cana-4007	2	93	received	receive	VERB
cana-4007	2	94	:	:	PUNCT
cana-4007	2	95	12	12	NUM
cana-4007	2	96	-	-	SYM
cana-4007	2	97	11	11	NUM
cana-4007	2	98	-	-	PUNCT
cana-4007	2	99	2024	2024	NUM
cana-4007	2	100	revised	revise	VERB
cana-4007	2	101	:	:	PUNCT
cana-4007	2	102	22	22	NUM
cana-4007	2	103	-	-	SYM
cana-4007	2	104	12	12	NUM
cana-4007	2	105	-	-	PUNCT
cana-4007	2	106	2024	2024	NUM
cana-4007	2	107	accepted	accept	VERB
cana-4007	2	108	:	:	PUNCT
cana-4007	2	109	18	18	NUM
cana-4007	2	110	-	-	SYM
cana-4007	2	111	01	01	NUM
cana-4007	2	112	-	-	PUNCT
cana-4007	2	113	2025	2025	NUM
cana-4007	2	114	abstract	abstract	NOUN
cana-4007	2	115	:	:	PUNCT
cana-4007	2	116	technology	technology	NOUN
cana-4007	2	117	can	can	AUX
cana-4007	2	118	leverage	leverage	VERB
cana-4007	2	119	green	green	ADJ
cana-4007	2	120	solutions	solution	NOUN
cana-4007	2	121	with	with	ADP
cana-4007	2	122	land	land	NOUN
cana-4007	2	123	classification	classification	NOUN
cana-4007	2	124	(	(	PUNCT
cana-4007	2	125	lc	lc	NOUN
cana-4007	2	126	)	)	PUNCT
cana-4007	2	127	analysis	analysis	NOUN
cana-4007	2	128	and	and	CCONJ
cana-4007	2	129	prediction	prediction	NOUN
cana-4007	2	130	to	to	PART
cana-4007	2	131	promote	promote	VERB
cana-4007	2	132	sustainable	sustainable	ADJ
cana-4007	2	133	land	land	NOUN
cana-4007	2	134	management	management	NOUN
cana-4007	2	135	,	,	PUNCT
cana-4007	2	136	paving	pave	VERB
cana-4007	2	137	its	its	PRON
cana-4007	2	138	way	way	NOUN
cana-4007	2	139	to	to	ADP
cana-4007	2	140	eco	eco	NOUN
cana-4007	2	141	-	-	PUNCT
cana-4007	2	142	centric	centric	ADJ
cana-4007	2	143	development	development	NOUN
cana-4007	2	144	by	by	ADP
cana-4007	2	145	analyzing	analyze	VERB
cana-4007	2	146	hyper	hyper	ADJ
cana-4007	2	147	-	-	ADJ
cana-4007	2	148	spectral	spectral	ADJ
cana-4007	2	149	satellite	satellite	NOUN
cana-4007	2	150	images	image	NOUN
cana-4007	2	151	for	for	ADP
cana-4007	2	152	land	land	NOUN
cana-4007	2	153	classification	classification	NOUN
cana-4007	2	154	using	use	VERB
cana-4007	2	155	machine	machine	NOUN
cana-4007	2	156	learning	learning	NOUN
cana-4007	2	157	(	(	PUNCT
cana-4007	2	158	ml	ml	NOUN
cana-4007	2	159	)	)	PUNCT
cana-4007	2	160	techniques	technique	NOUN
cana-4007	2	161	and	and	CCONJ
cana-4007	2	162	predicting	predict	VERB
cana-4007	2	163	future	future	ADJ
cana-4007	2	164	trends	trend	NOUN
cana-4007	2	165	with	with	ADP
cana-4007	2	166	improved	improved	ADJ
cana-4007	2	167	accuracy	accuracy	NOUN
cana-4007	2	168	.	.	PUNCT
cana-4007	3	1	lc	lc	NOUN
cana-4007	3	2	-	-	PUNCT
cana-4007	3	3	ml	ml	NOUN
cana-4007	3	4	synergy	synergy	NOUN
cana-4007	3	5	aligns	align	VERB
cana-4007	3	6	with	with	ADP
cana-4007	3	7	green	green	ADJ
cana-4007	3	8	technology	technology	NOUN
cana-4007	3	9	to	to	PART
cana-4007	3	10	monitor	monitor	VERB
cana-4007	3	11	deforestation	deforestation	NOUN
cana-4007	3	12	,	,	PUNCT
cana-4007	3	13	habitat	habitat	NOUN
cana-4007	3	14	destruction	destruction	NOUN
cana-4007	3	15	,	,	PUNCT
cana-4007	3	16	and	and	CCONJ
cana-4007	3	17	climate	climate	NOUN
cana-4007	3	18	change	change	NOUN
cana-4007	3	19	.	.	PUNCT
cana-4007	4	1	improved	improve	VERB
cana-4007	4	2	accurate	accurate	ADJ
cana-4007	4	3	land	land	NOUN
cana-4007	4	4	classification	classification	NOUN
cana-4007	4	5	and	and	CCONJ
cana-4007	4	6	prediction	prediction	NOUN
cana-4007	4	7	assist	assist	NOUN
cana-4007	4	8	in	in	ADP
cana-4007	4	9	sustainable	sustainable	ADJ
cana-4007	4	10	land	land	NOUN
cana-4007	4	11	resource	resource	NOUN
cana-4007	4	12	management	management	NOUN
cana-4007	4	13	and	and	CCONJ
cana-4007	4	14	optimization	optimization	NOUN
cana-4007	4	15	.	.	PUNCT
cana-4007	5	1	it	it	PRON
cana-4007	5	2	supplements	supplement	VERB
cana-4007	5	3	data	data	NOUN
cana-4007	5	4	-	-	PUNCT
cana-4007	5	5	driven	drive	VERB
cana-4007	5	6	insights	insight	NOUN
cana-4007	5	7	into	into	ADP
cana-4007	5	8	urban	urban	ADJ
cana-4007	5	9	planning	planning	NOUN
cana-4007	5	10	and	and	CCONJ
cana-4007	5	11	eco	eco	NOUN
cana-4007	5	12	-	-	PUNCT
cana-4007	5	13	friendly	friendly	ADJ
cana-4007	5	14	infrastructure	infrastructure	NOUN
cana-4007	5	15	development	development	NOUN
cana-4007	5	16	by	by	ADP
cana-4007	5	17	identifying	identify	VERB
cana-4007	5	18	areas	area	NOUN
cana-4007	5	19	for	for	ADP
cana-4007	5	20	reforestation	reforestation	NOUN
cana-4007	5	21	relating	relate	VERB
cana-4007	5	22	to	to	ADP
cana-4007	5	23	carbon	carbon	NOUN
cana-4007	5	24	sequestration	sequestration	NOUN
cana-4007	5	25	and	and	CCONJ
cana-4007	5	26	renewable	renewable	ADJ
cana-4007	5	27	energy	energy	NOUN
cana-4007	5	28	integration	integration	NOUN
cana-4007	5	29	.	.	PUNCT
cana-4007	6	1	sustainable	sustainable	ADJ
cana-4007	6	2	management	management	NOUN
cana-4007	6	3	of	of	ADP
cana-4007	6	4	agricultural	agricultural	ADJ
cana-4007	6	5	land	land	NOUN
cana-4007	6	6	,	,	PUNCT
cana-4007	6	7	forests	forest	NOUN
cana-4007	6	8	,	,	PUNCT
cana-4007	6	9	urban	urban	ADJ
cana-4007	6	10	areas	area	NOUN
cana-4007	6	11	,	,	PUNCT
cana-4007	6	12	and	and	CCONJ
cana-4007	6	13	water	water	NOUN
cana-4007	6	14	bodies	body	NOUN
cana-4007	6	15	can	can	AUX
cana-4007	6	16	prevent	prevent	VERB
cana-4007	6	17	resource	resource	NOUN
cana-4007	6	18	depletion	depletion	NOUN
cana-4007	6	19	from	from	ADP
cana-4007	6	20	controlling	control	VERB
cana-4007	6	21	environmental	environmental	ADJ
cana-4007	6	22	degradation	degradation	NOUN
cana-4007	6	23	.	.	PUNCT
cana-4007	7	1	accurate	accurate	ADJ
cana-4007	7	2	land	land	NOUN
cana-4007	7	3	cover	cover	NOUN
cana-4007	7	4	predictions	prediction	NOUN
cana-4007	7	5	over	over	ADP
cana-4007	7	6	30	30	NUM
cana-4007	7	7	years	year	NOUN
cana-4007	7	8	can	can	AUX
cana-4007	7	9	help	help	VERB
cana-4007	7	10	policymakers	policymaker	NOUN
cana-4007	7	11	avoid	avoid	VERB
cana-4007	7	12	resource	resource	NOUN
cana-4007	7	13	depletion	depletion	NOUN
cana-4007	7	14	and	and	CCONJ
cana-4007	7	15	promote	promote	VERB
cana-4007	7	16	sustainability	sustainability	NOUN
cana-4007	7	17	.	.	PUNCT
cana-4007	8	1	this	this	DET
cana-4007	8	2	study	study	NOUN
cana-4007	8	3	analyzed	analyze	VERB
cana-4007	8	4	historical	historical	ADJ
cana-4007	8	5	data	datum	NOUN
cana-4007	8	6	for	for	ADP
cana-4007	8	7	lc	lc	NOUN
cana-4007	8	8	classification	classification	NOUN
cana-4007	8	9	and	and	CCONJ
cana-4007	8	10	then	then	ADV
cana-4007	8	11	used	use	VERB
cana-4007	8	12	the	the	DET
cana-4007	8	13	cellular	cellular	ADJ
cana-4007	8	14	automata	automata	NOUN
cana-4007	8	15	markov	markov	NOUN
cana-4007	8	16	chain	chain	NOUN
cana-4007	8	17	(	(	PUNCT
cana-4007	8	18	ca	ca	NOUN
cana-4007	8	19	-	-	PUNCT
cana-4007	8	20	mc	mc	PROPN
cana-4007	8	21	)	)	PUNCT
cana-4007	8	22	model	model	NOUN
cana-4007	8	23	to	to	PART
cana-4007	8	24	predict	predict	VERB
cana-4007	8	25	future	future	ADJ
cana-4007	8	26	trends	trend	NOUN
cana-4007	8	27	.	.	PUNCT
cana-4007	9	1	model	model	NOUN
cana-4007	9	2	reliability	reliability	NOUN
cana-4007	9	3	is	be	AUX
cana-4007	9	4	assessed	assess	VERB
cana-4007	9	5	by	by	ADP
cana-4007	9	6	metrics	metric	NOUN
cana-4007	9	7	such	such	ADJ
cana-4007	9	8	as	as	ADP
cana-4007	9	9	the	the	DET
cana-4007	9	10	kappa	kappa	ADJ
cana-4007	9	11	and	and	CCONJ
cana-4007	9	12	overall	overall	ADJ
cana-4007	9	13	accuracy	accuracy	NOUN
cana-4007	9	14	.	.	PUNCT
cana-4007	10	1	with	with	ADP
cana-4007	10	2	an	an	DET
cana-4007	10	3	overall	overall	ADJ
cana-4007	10	4	model	model	NOUN
cana-4007	10	5	accuracy	accuracy	NOUN
cana-4007	10	6	of	of	ADP
cana-4007	10	7	81.33	81.33	NUM
cana-4007	10	8	%	%	NOUN
cana-4007	10	9	,	,	PUNCT
cana-4007	10	10	these	these	DET
cana-4007	10	11	refinements	refinement	NOUN
cana-4007	10	12	contribute	contribute	VERB
cana-4007	10	13	to	to	ADP
cana-4007	10	14	policymakers	policymaker	NOUN
cana-4007	10	15	’	’	PART
cana-4007	10	16	decision	decision	NOUN
cana-4007	10	17	-	-	PUNCT
cana-4007	10	18	making	making	NOUN
cana-4007	10	19	to	to	PART
cana-4007	10	20	plan	plan	VERB
cana-4007	10	21	sustainable	sustainable	ADJ
cana-4007	10	22	land	land	NOUN
cana-4007	10	23	use	use	NOUN
cana-4007	10	24	,	,	PUNCT
cana-4007	10	25	allocate	allocate	ADJ
cana-4007	10	26	resources	resource	NOUN
cana-4007	10	27	,	,	PUNCT
cana-4007	10	28	and	and	CCONJ
cana-4007	10	29	balance	balance	VERB
cana-4007	10	30	environmental	environmental	ADJ
cana-4007	10	31	conservation	conservation	NOUN
cana-4007	10	32	with	with	ADP
cana-4007	10	33	economic	economic	ADJ
cana-4007	10	34	development	development	NOUN
cana-4007	10	35	.	.	PUNCT
cana-4007	11	1	the	the	DET
cana-4007	11	2	model	model	NOUN
cana-4007	11	3	supports	support	VERB
cana-4007	11	4	stakeholders	stakeholder	NOUN
cana-4007	11	5	in	in	ADP
cana-4007	11	6	identifying	identify	VERB
cana-4007	11	7	lc	lc	NOUN
cana-4007	11	8	patterns	pattern	NOUN
cana-4007	11	9	,	,	PUNCT
cana-4007	11	10	particularly	particularly	ADV
cana-4007	11	11	in	in	ADP
cana-4007	11	12	urban	urban	ADJ
cana-4007	11	13	expansion	expansion	NOUN
cana-4007	11	14	and	and	CCONJ
cana-4007	11	15	deforestation	deforestation	NOUN
cana-4007	11	16	,	,	PUNCT
cana-4007	11	17	to	to	PART
cana-4007	11	18	promote	promote	VERB
cana-4007	11	19	equitable	equitable	ADJ
cana-4007	11	20	and	and	CCONJ
cana-4007	11	21	sustainable	sustainable	ADJ
cana-4007	11	22	growth	growth	NOUN
cana-4007	11	23	.	.	PUNCT
cana-4007	12	1	keywords	keyword	NOUN
cana-4007	12	2	:	:	PUNCT
cana-4007	12	3	green	green	ADJ
cana-4007	12	4	technology	technology	NOUN
cana-4007	12	5	,	,	PUNCT
cana-4007	12	6	state	state	NOUN
cana-4007	12	7	transition	transition	NOUN
cana-4007	12	8	matrix	matrix	NOUN
cana-4007	12	9	,	,	PUNCT
cana-4007	12	10	kappa	kappa	PROPN
cana-4007	12	11	,	,	PUNCT
cana-4007	12	12	sustainability	sustainability	NOUN
cana-4007	12	13	1	1	NUM
cana-4007	12	14	introduction	introduction	NOUN
cana-4007	12	15	green	green	ADJ
cana-4007	12	16	technology	technology	NOUN
cana-4007	12	17	incorporates	incorporate	VERB
cana-4007	12	18	eco	eco	NOUN
cana-4007	12	19	-	-	PUNCT
cana-4007	12	20	friendly	friendly	ADJ
cana-4007	12	21	solutions	solution	NOUN
cana-4007	12	22	like	like	ADP
cana-4007	12	23	renewable	renewable	ADJ
cana-4007	12	24	energy	energy	NOUN
cana-4007	12	25	,	,	PUNCT
cana-4007	12	26	carbon	carbon	NOUN
cana-4007	12	27	sequestration	sequestration	NOUN
cana-4007	12	28	,	,	PUNCT
cana-4007	12	29	and	and	CCONJ
cana-4007	12	30	sustainable	sustainable	ADJ
cana-4007	12	31	infrastructure	infrastructure	NOUN
cana-4007	12	32	that	that	PRON
cana-4007	12	33	can	can	AUX
cana-4007	12	34	rely	rely	VERB
cana-4007	12	35	on	on	ADP
cana-4007	12	36	land	land	NOUN
cana-4007	12	37	classification	classification	NOUN
cana-4007	12	38	(	(	PUNCT
cana-4007	12	39	lc	lc	NOUN
cana-4007	12	40	)	)	PUNCT
cana-4007	12	41	data	datum	NOUN
cana-4007	12	42	accuracy	accuracy	NOUN
cana-4007	12	43	.	.	PUNCT
cana-4007	13	1	lc	lc	PROPN
cana-4007	13	2	supports	support	VERB
cana-4007	13	3	green	green	ADJ
cana-4007	13	4	technology	technology	NOUN
cana-4007	13	5	by	by	ADP
cana-4007	13	6	identifying	identify	VERB
cana-4007	13	7	suitable	suitable	ADJ
cana-4007	13	8	areas	area	NOUN
cana-4007	13	9	for	for	ADP
cana-4007	13	10	solar	solar	ADJ
cana-4007	13	11	farms	farm	NOUN
cana-4007	13	12	and	and	CCONJ
cana-4007	13	13	regions	region	NOUN
cana-4007	13	14	for	for	ADP
cana-4007	13	15	reforestation	reforestation	NOUN
cana-4007	13	16	to	to	PART
cana-4007	13	17	boost	boost	VERB
cana-4007	13	18	carbon	carbon	NOUN
cana-4007	13	19	sequestration	sequestration	NOUN
cana-4007	13	20	.	.	PUNCT
cana-4007	14	1	improved	improved	ADJ
cana-4007	14	2	accuracy	accuracy	NOUN
cana-4007	14	3	helps	help	VERB
cana-4007	14	4	urban	urban	ADJ
cana-4007	14	5	planners	planner	NOUN
cana-4007	14	6	design	design	VERB
cana-4007	14	7	green	green	ADJ
cana-4007	14	8	spaces	space	NOUN
cana-4007	14	9	to	to	PART
cana-4007	14	10	reduce	reduce	VERB
cana-4007	14	11	the	the	DET
cana-4007	14	12	urban	urban	ADJ
cana-4007	14	13	heat	heat	NOUN
cana-4007	14	14	island	island	NOUN
cana-4007	14	15	effect	effect	NOUN
cana-4007	14	16	and	and	CCONJ
cana-4007	14	17	enhance	enhance	VERB
cana-4007	14	18	biodiversity	biodiversity	NOUN
cana-4007	14	19	.	.	PUNCT
cana-4007	15	1	lc	lc	NOUN
cana-4007	15	2	accuracy	accuracy	NOUN
cana-4007	15	3	land	land	NOUN
cana-4007	15	4	use	use	NOUN
cana-4007	15	5	changes	change	NOUN
cana-4007	15	6	aid	aid	VERB
cana-4007	15	7	long	long	ADJ
cana-4007	15	8	-	-	PUNCT
cana-4007	15	9	term	term	NOUN
cana-4007	15	10	planning	planning	NOUN
cana-4007	15	11	,	,	PUNCT
cana-4007	15	12	balancing	balance	VERB
cana-4007	15	13	economic	economic	ADJ
cana-4007	15	14	growth	growth	NOUN
cana-4007	15	15	,	,	PUNCT
cana-4007	15	16	social	social	ADJ
cana-4007	15	17	equity	equity	NOUN
cana-4007	15	18	,	,	PUNCT
cana-4007	15	19	and	and	CCONJ
cana-4007	15	20	environmental	environmental	ADJ
cana-4007	15	21	conservation	conservation	NOUN
cana-4007	15	22	.	.	PUNCT
cana-4007	16	1	predicting	predict	VERB
cana-4007	16	2	changes	change	NOUN
cana-4007	16	3	over	over	ADP
cana-4007	16	4	the	the	DET
cana-4007	16	5	next	next	ADJ
cana-4007	16	6	30	30	NUM
cana-4007	16	7	years	year	NOUN
cana-4007	16	8	provides	provide	VERB
cana-4007	16	9	crucial	crucial	ADJ
cana-4007	16	10	insights	insight	NOUN
cana-4007	16	11	for	for	ADP
cana-4007	16	12	greener	green	ADJ
cana-4007	16	13	planning	planning	NOUN
cana-4007	16	14	based	base	VERB
cana-4007	16	15	on	on	ADP
cana-4007	16	16	informed	informed	ADJ
cana-4007	16	17	decisions	decision	NOUN
cana-4007	16	18	.	.	PUNCT
cana-4007	17	1	the	the	DET
cana-4007	17	2	mailto:susanta_feat@sgtuniversity.org	mailto:susanta_feat@sgtuniversity.org	PROPN
cana-4007	17	3	mailto:ashima_feat@sgtuniversity.org	mailto:ashima_feat@sgtuniversity.org	PROPN
cana-4007	17	4	mailto:gvkssun@gmail.com	mailto:gvkssun@gmail.com	PROPN
cana-4007	17	5	communications	communication	NOUN
cana-4007	17	6	on	on	ADP
cana-4007	17	7	applied	apply	VERB
cana-4007	17	8	nonlinear	nonlinear	ADJ
cana-4007	17	9	analysis	analysis	NOUN
cana-4007	17	10	issn	issn	NOUN
cana-4007	17	11	:	:	PUNCT
cana-4007	17	12	1074	1074	NUM
cana-4007	17	13	-	-	PUNCT
cana-4007	17	14	133x	133x	NUM
cana-4007	17	15	vol	vol	NOUN
cana-4007	17	16	32	32	NUM
cana-4007	17	17	no	no	NOUN
cana-4007	17	18	.	.	PUNCT
cana-4007	18	1	9s	9s	NUM
cana-4007	18	2	(	(	PUNCT
cana-4007	18	3	2025	2025	NUM
cana-4007	18	4	)	)	PUNCT
cana-4007	18	5	803	803	NUM
cana-4007	18	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-4007	18	7	projected	project	VERB
cana-4007	18	8	model	model	NOUN
cana-4007	18	9	,	,	PUNCT
cana-4007	18	10	which	which	DET
cana-4007	18	11	clustered	cluster	VERB
cana-4007	18	12	land	land	NOUN
cana-4007	18	13	into	into	ADP
cana-4007	18	14	agriculture	agriculture	NOUN
cana-4007	18	15	,	,	PUNCT
cana-4007	18	16	forest	forest	NOUN
cana-4007	18	17	,	,	PUNCT
cana-4007	18	18	urban	urban	ADJ
cana-4007	18	19	,	,	PUNCT
cana-4007	18	20	and	and	CCONJ
cana-4007	18	21	water	water	NOUN
cana-4007	18	22	,	,	PUNCT
cana-4007	18	23	forms	form	VERB
cana-4007	18	24	an	an	DET
cana-4007	18	25	impactful	impactful	ADJ
cana-4007	18	26	classification	classification	NOUN
cana-4007	18	27	[	[	X
cana-4007	18	28	1	1	NUM
cana-4007	18	29	]	]	PUNCT
cana-4007	18	30	.	.	PUNCT
cana-4007	19	1	historical	historical	ADJ
cana-4007	19	2	land	land	NOUN
cana-4007	19	3	data	datum	NOUN
cana-4007	19	4	for	for	ADP
cana-4007	19	5	thirty	thirty	NUM
cana-4007	19	6	years	year	NOUN
cana-4007	19	7	is	be	AUX
cana-4007	19	8	trained	train	VERB
cana-4007	19	9	to	to	PART
cana-4007	19	10	estimate	estimate	VERB
cana-4007	19	11	future	future	ADJ
cana-4007	19	12	changes	change	NOUN
cana-4007	19	13	and	and	CCONJ
cana-4007	19	14	promote	promote	VERB
cana-4007	19	15	community	community	NOUN
cana-4007	19	16	engagement	engagement	NOUN
cana-4007	19	17	as	as	ADP
cana-4007	19	18	an	an	DET
cana-4007	19	19	alternative	alternative	ADJ
cana-4007	19	20	conservation	conservation	NOUN
cana-4007	19	21	strategy	strategy	NOUN
cana-4007	20	1	[	[	X
cana-4007	20	2	2	2	NUM
cana-4007	20	3	]	]	PUNCT
cana-4007	20	4	.	.	PUNCT
cana-4007	21	1	the	the	DET
cana-4007	21	2	ca	ca	PROPN
cana-4007	21	3	-	-	PUNCT
cana-4007	21	4	mc	mc	PROPN
cana-4007	21	5	model	model	NOUN
cana-4007	21	6	predicts	predict	VERB
cana-4007	21	7	lc	lc	PROPN
cana-4007	21	8	changes	change	NOUN
cana-4007	21	9	stochastically	stochastically	ADV
cana-4007	21	10	,	,	PUNCT
cana-4007	21	11	where	where	SCONJ
cana-4007	21	12	the	the	DET
cana-4007	21	13	current	current	ADJ
cana-4007	21	14	state(t	state(t	NOUN
cana-4007	21	15	)	)	PUNCT
cana-4007	21	16	depends	depend	VERB
cana-4007	21	17	on	on	ADP
cana-4007	21	18	state(t-1	state(t-1	PROPN
cana-4007	21	19	)	)	PUNCT
cana-4007	21	20	.	.	PUNCT
cana-4007	22	1	a	a	DET
cana-4007	22	2	state	state	NOUN
cana-4007	22	3	transition	transition	NOUN
cana-4007	22	4	matrix	matrix	NOUN
cana-4007	22	5	(	(	PUNCT
cana-4007	22	6	stm	stm	PROPN
cana-4007	22	7	)	)	PUNCT
cana-4007	22	8	,	,	PUNCT
cana-4007	22	9	a	a	DET
cana-4007	22	10	derivative	derivative	NOUN
cana-4007	22	11	of	of	ADP
cana-4007	22	12	the	the	DET
cana-4007	22	13	confusion	confusion	NOUN
cana-4007	22	14	matrix	matrix	NOUN
cana-4007	22	15	,	,	PUNCT
cana-4007	22	16	forecasts	forecast	NOUN
cana-4007	22	17	changes	change	NOUN
cana-4007	22	18	based	base	VERB
cana-4007	22	19	on	on	ADP
cana-4007	22	20	available	available	ADJ
cana-4007	22	21	data	datum	NOUN
cana-4007	22	22	[	[	X
cana-4007	22	23	3	3	NUM
cana-4007	22	24	]	]	PUNCT
cana-4007	22	25	.	.	PUNCT
cana-4007	23	1	the	the	DET
cana-4007	23	2	stm	stm	PROPN
cana-4007	23	3	elements	element	NOUN
cana-4007	23	4	represent	represent	VERB
cana-4007	23	5	the	the	DET
cana-4007	23	6	pixel	pixel	PROPN
cana-4007	23	7	probability	probability	NOUN
cana-4007	23	8	of	of	ADP
cana-4007	23	9	continuing	continue	VERB
cana-4007	23	10	the	the	DET
cana-4007	23	11	same	same	ADJ
cana-4007	23	12	state	state	NOUN
cana-4007	23	13	or	or	CCONJ
cana-4007	23	14	change	change	NOUN
cana-4007	23	15	[	[	X
cana-4007	23	16	4	4	NUM
cana-4007	23	17	]	]	PUNCT
cana-4007	23	18	.	.	PUNCT
cana-4007	24	1	the	the	DET
cana-4007	24	2	model	model	NOUN
cana-4007	24	3	accuracy	accuracy	NOUN
cana-4007	24	4	influences	influence	VERB
cana-4007	24	5	the	the	DET
cana-4007	24	6	effectiveness	effectiveness	NOUN
cana-4007	24	7	of	of	ADP
cana-4007	24	8	policy	policy	NOUN
cana-4007	24	9	development	development	NOUN
cana-4007	24	10	to	to	PART
cana-4007	24	11	balance	balance	VERB
cana-4007	24	12	economic	economic	ADJ
cana-4007	24	13	growth	growth	NOUN
cana-4007	24	14	and	and	CCONJ
cana-4007	24	15	resource	resource	NOUN
cana-4007	24	16	conservation	conservation	NOUN
cana-4007	24	17	.	.	PUNCT
cana-4007	25	1	the	the	DET
cana-4007	25	2	literature	literature	NOUN
cana-4007	25	3	survey	survey	NOUN
cana-4007	25	4	reviewed	review	VERB
cana-4007	25	5	lc	lc	NOUN
cana-4007	25	6	models	model	NOUN
cana-4007	25	7	whose	whose	DET
cana-4007	25	8	accuracy	accuracy	NOUN
cana-4007	25	9	depends	depend	VERB
cana-4007	25	10	on	on	ADP
cana-4007	25	11	data	datum	NOUN
cana-4007	25	12	,	,	PUNCT
cana-4007	25	13	configurations	configuration	NOUN
cana-4007	25	14	,	,	PUNCT
cana-4007	25	15	and	and	CCONJ
cana-4007	25	16	stm	stm	PROPN
cana-4007	25	17	matrix	matrix	NOUN
cana-4007	25	18	element	element	NOUN
cana-4007	25	19	values	value	NOUN
cana-4007	25	20	.	.	PUNCT
cana-4007	26	1	the	the	DET
cana-4007	26	2	review	review	NOUN
cana-4007	26	3	finds	find	VERB
cana-4007	26	4	a	a	DET
cana-4007	26	5	gap	gap	NOUN
cana-4007	26	6	in	in	ADP
cana-4007	26	7	realistic	realistic	ADJ
cana-4007	26	8	interpretations	interpretation	NOUN
cana-4007	26	9	of	of	ADP
cana-4007	26	10	non	non	ADJ
cana-4007	26	11	-	-	ADJ
cana-4007	26	12	diagonal	diagonal	ADJ
cana-4007	26	13	elements	element	NOUN
cana-4007	26	14	of	of	ADP
cana-4007	26	15	stm	stm	PROPN
cana-4007	26	16	,	,	PUNCT
cana-4007	26	17	as	as	SCONJ
cana-4007	26	18	most	most	ADJ
cana-4007	26	19	studies	study	NOUN
cana-4007	26	20	focused	focus	VERB
cana-4007	26	21	only	only	ADV
cana-4007	26	22	on	on	ADP
cana-4007	26	23	the	the	DET
cana-4007	26	24	diagonal	diagonal	ADJ
cana-4007	26	25	elements	element	NOUN
cana-4007	26	26	(	(	PUNCT
cana-4007	26	27	treating	treat	VERB
cana-4007	26	28	true	true	ADJ
cana-4007	26	29	)	)	PUNCT
cana-4007	26	30	to	to	PART
cana-4007	26	31	assess	assess	VERB
cana-4007	26	32	the	the	DET
cana-4007	26	33	accuracy	accuracy	NOUN
cana-4007	26	34	.	.	PUNCT
cana-4007	27	1	this	this	DET
cana-4007	27	2	study	study	NOUN
cana-4007	27	3	improves	improve	VERB
cana-4007	27	4	the	the	DET
cana-4007	27	5	ca	ca	NOUN
cana-4007	27	6	-	-	PUNCT
cana-4007	27	7	markov	markov	NOUN
cana-4007	27	8	model	model	NOUN
cana-4007	27	9	by	by	ADP
cana-4007	27	10	redefining	redefine	VERB
cana-4007	27	11	certain	certain	ADJ
cana-4007	27	12	non	non	ADJ
cana-4007	27	13	-	-	ADJ
cana-4007	27	14	diagonal	diagonal	ADJ
cana-4007	27	15	elements	element	NOUN
cana-4007	27	16	of	of	ADP
cana-4007	27	17	the	the	DET
cana-4007	27	18	stm	stm	PROPN
cana-4007	27	19	as	as	ADP
cana-4007	27	20	valid	valid	ADJ
cana-4007	27	21	land	land	NOUN
cana-4007	27	22	transitions	transition	NOUN
cana-4007	27	23	,	,	PUNCT
cana-4007	27	24	such	such	ADJ
cana-4007	27	25	as	as	ADP
cana-4007	27	26	forest	forest	NOUN
cana-4007	27	27	-	-	PUNCT
cana-4007	27	28	to	to	ADP
cana-4007	27	29	-	-	PUNCT
cana-4007	27	30	urban	urban	ADJ
cana-4007	27	31	or	or	CCONJ
cana-4007	27	32	forest	forest	NOUN
cana-4007	27	33	-	-	PUNCT
cana-4007	27	34	to	to	ADP
cana-4007	27	35	-	-	PUNCT
cana-4007	27	36	agriculture	agriculture	NOUN
cana-4007	27	37	.	.	PUNCT
cana-4007	28	1	transitions	transition	NOUN
cana-4007	28	2	like	like	ADP
cana-4007	28	3	land	land	NOUN
cana-4007	28	4	-	-	PUNCT
cana-4007	28	5	to	to	ADP
cana-4007	28	6	-	-	PUNCT
cana-4007	28	7	urban	urban	ADJ
cana-4007	28	8	or	or	CCONJ
cana-4007	28	9	land	land	NOUN
cana-4007	28	10	-	-	PUNCT
cana-4007	28	11	to	to	ADP
cana-4007	28	12	-	-	PUNCT
cana-4007	28	13	water	water	NOUN
cana-4007	28	14	are	be	AUX
cana-4007	28	15	included	include	VERB
cana-4007	28	16	to	to	PART
cana-4007	28	17	enhance	enhance	VERB
cana-4007	28	18	accuracy	accuracy	NOUN
cana-4007	28	19	.	.	PUNCT
cana-4007	29	1	these	these	DET
cana-4007	29	2	improvements	improvement	NOUN
cana-4007	29	3	support	support	VERB
cana-4007	29	4	green	green	ADJ
cana-4007	29	5	technology	technology	NOUN
cana-4007	29	6	by	by	ADP
cana-4007	29	7	helping	help	VERB
cana-4007	29	8	policymakers	policymaker	NOUN
cana-4007	29	9	plan	plan	VERB
cana-4007	29	10	for	for	ADP
cana-4007	29	11	renewable	renewable	ADJ
cana-4007	29	12	energy	energy	NOUN
cana-4007	29	13	,	,	PUNCT
cana-4007	29	14	carbon	carbon	NOUN
cana-4007	29	15	sequestration	sequestration	NOUN
cana-4007	29	16	,	,	PUNCT
cana-4007	29	17	and	and	CCONJ
cana-4007	29	18	sustainable	sustainable	ADJ
cana-4007	29	19	urban	urban	ADJ
cana-4007	29	20	spaces	space	NOUN
cana-4007	29	21	.	.	PUNCT
cana-4007	30	1	by	by	ADP
cana-4007	30	2	refining	refine	VERB
cana-4007	30	3	land	land	NOUN
cana-4007	30	4	transition	transition	NOUN
cana-4007	30	5	predictions	prediction	NOUN
cana-4007	30	6	,	,	PUNCT
cana-4007	30	7	the	the	DET
cana-4007	30	8	study	study	NOUN
cana-4007	30	9	promotes	promote	VERB
cana-4007	30	10	eco	eco	NOUN
cana-4007	30	11	-	-	PUNCT
cana-4007	30	12	conscious	conscious	ADJ
cana-4007	30	13	decision	decision	NOUN
cana-4007	30	14	-	-	PUNCT
cana-4007	30	15	making	making	NOUN
cana-4007	30	16	and	and	CCONJ
cana-4007	30	17	more	more	ADV
cana-4007	30	18	precise	precise	ADJ
cana-4007	30	19	land	land	NOUN
cana-4007	30	20	use	use	NOUN
cana-4007	30	21	planning	planning	NOUN
cana-4007	30	22	.	.	PUNCT
cana-4007	31	1	2	2	NUM
cana-4007	31	2	objectives	objective	NOUN
cana-4007	31	3	the	the	DET
cana-4007	31	4	study	study	NOUN
cana-4007	31	5	explores	explore	VERB
cana-4007	31	6	the	the	DET
cana-4007	31	7	spatial	spatial	ADJ
cana-4007	31	8	-	-	PUNCT
cana-4007	31	9	temporal	temporal	ADJ
cana-4007	31	10	land	land	NOUN
cana-4007	31	11	changes	change	NOUN
cana-4007	31	12	categorized	categorize	VERB
cana-4007	31	13	into	into	ADP
cana-4007	31	14	(	(	PUNCT
cana-4007	31	15	1	1	NUM
cana-4007	31	16	)	)	PUNCT
cana-4007	31	17	land	land	NOUN
cana-4007	31	18	,	,	PUNCT
cana-4007	31	19	(	(	PUNCT
cana-4007	31	20	2	2	X
cana-4007	31	21	)	)	PUNCT
cana-4007	31	22	urban	urban	ADJ
cana-4007	31	23	,	,	PUNCT
cana-4007	31	24	(	(	PUNCT
cana-4007	31	25	3	3	X
cana-4007	31	26	)	)	PUNCT
cana-4007	31	27	forest	forest	NOUN
cana-4007	31	28	,	,	PUNCT
cana-4007	31	29	and	and	CCONJ
cana-4007	31	30	(	(	PUNCT
cana-4007	31	31	4	4	X
cana-4007	31	32	)	)	PUNCT
cana-4007	31	33	water	water	NOUN
cana-4007	31	34	bodies	body	NOUN
cana-4007	31	35	.	.	PUNCT
cana-4007	32	1	these	these	DET
cana-4007	32	2	four	four	NUM
cana-4007	32	3	categories	category	NOUN
cana-4007	32	4	capture	capture	VERB
cana-4007	32	5	the	the	DET
cana-4007	32	6	essential	essential	ADJ
cana-4007	32	7	components	component	NOUN
cana-4007	32	8	of	of	ADP
cana-4007	32	9	the	the	DET
cana-4007	32	10	earth	earth	NOUN
cana-4007	32	11	’s	’s	PART
cana-4007	32	12	surface	surface	NOUN
cana-4007	32	13	that	that	PRON
cana-4007	32	14	directly	directly	ADV
cana-4007	32	15	influence	influence	VERB
cana-4007	32	16	ecological	ecological	ADJ
cana-4007	32	17	balance	balance	NOUN
cana-4007	32	18	and	and	CCONJ
cana-4007	32	19	serve	serve	VERB
cana-4007	32	20	as	as	ADP
cana-4007	32	21	sustainability	sustainability	NOUN
cana-4007	32	22	indicators	indicator	NOUN
cana-4007	32	23	.	.	PUNCT
cana-4007	33	1	they	they	PRON
cana-4007	33	2	represent	represent	VERB
cana-4007	33	3	key	key	ADJ
cana-4007	33	4	components	component	NOUN
cana-4007	33	5	of	of	ADP
cana-4007	33	6	the	the	DET
cana-4007	33	7	earth	earth	NOUN
cana-4007	33	8	’s	’s	PART
cana-4007	33	9	surface	surface	NOUN
cana-4007	33	10	that	that	PRON
cana-4007	33	11	impact	impact	VERB
cana-4007	33	12	ecological	ecological	ADJ
cana-4007	33	13	balance	balance	NOUN
cana-4007	33	14	and	and	CCONJ
cana-4007	33	15	act	act	NOUN
cana-4007	33	16	as	as	ADP
cana-4007	33	17	sustainability	sustainability	NOUN
cana-4007	33	18	indicators	indicator	NOUN
cana-4007	33	19	[	[	X
cana-4007	33	20	5	5	NUM
cana-4007	33	21	]	]	PUNCT
cana-4007	33	22	.	.	PUNCT
cana-4007	34	1	land	land	NOUN
cana-4007	34	2	includes	include	VERB
cana-4007	34	3	open	open	ADJ
cana-4007	34	4	spaces	space	NOUN
cana-4007	34	5	,	,	PUNCT
cana-4007	34	6	agricultural	agricultural	ADJ
cana-4007	34	7	fields	field	NOUN
cana-4007	34	8	,	,	PUNCT
cana-4007	34	9	and	and	CCONJ
cana-4007	34	10	crops	crop	NOUN
cana-4007	34	11	,	,	PUNCT
cana-4007	34	12	essential	essential	ADJ
cana-4007	34	13	for	for	ADP
cana-4007	34	14	monitoring	monitor	VERB
cana-4007	34	15	soil	soil	NOUN
cana-4007	34	16	health	health	NOUN
cana-4007	34	17	and	and	CCONJ
cana-4007	34	18	supporting	support	VERB
cana-4007	34	19	sustainable	sustainable	ADJ
cana-4007	34	20	farming	farming	NOUN
cana-4007	34	21	practices	practice	NOUN
cana-4007	34	22	with	with	ADP
cana-4007	34	23	green	green	ADJ
cana-4007	34	24	technologies	technology	NOUN
cana-4007	34	25	.	.	PUNCT
cana-4007	35	1	forests	forest	NOUN
cana-4007	35	2	serve	serve	VERB
cana-4007	35	3	as	as	ADP
cana-4007	35	4	biodiversity	biodiversity	NOUN
cana-4007	35	5	hubs	hub	NOUN
cana-4007	35	6	and	and	CCONJ
cana-4007	35	7	carbon	carbon	NOUN
cana-4007	35	8	sinks	sink	NOUN
cana-4007	35	9	,	,	PUNCT
cana-4007	35	10	helping	help	VERB
cana-4007	35	11	track	track	NOUN
cana-4007	35	12	deforestation	deforestation	NOUN
cana-4007	35	13	,	,	PUNCT
cana-4007	35	14	reforestation	reforestation	NOUN
cana-4007	35	15	,	,	PUNCT
cana-4007	35	16	and	and	CCONJ
cana-4007	35	17	carbon	carbon	NOUN
cana-4007	35	18	storage	storage	NOUN
cana-4007	35	19	to	to	PART
cana-4007	35	20	support	support	VERB
cana-4007	35	21	carbonneutral	carbonneutral	ADJ
cana-4007	35	22	goals	goal	NOUN
cana-4007	35	23	.	.	PUNCT
cana-4007	36	1	urban	urban	ADJ
cana-4007	36	2	areas	area	NOUN
cana-4007	36	3	reflect	reflect	VERB
cana-4007	36	4	population	population	NOUN
cana-4007	36	5	and	and	CCONJ
cana-4007	36	6	infrastructure	infrastructure	NOUN
cana-4007	36	7	growth	growth	NOUN
cana-4007	36	8	,	,	PUNCT
cana-4007	36	9	highlighting	highlight	VERB
cana-4007	36	10	energy	energy	NOUN
cana-4007	36	11	and	and	CCONJ
cana-4007	36	12	resource	resource	NOUN
cana-4007	36	13	demands	demand	NOUN
cana-4007	36	14	that	that	PRON
cana-4007	36	15	are	be	AUX
cana-4007	36	16	addressable	addressable	ADJ
cana-4007	36	17	with	with	ADP
cana-4007	36	18	renewable	renewable	ADJ
cana-4007	36	19	and	and	CCONJ
cana-4007	36	20	energy	energy	NOUN
cana-4007	36	21	-	-	PUNCT
cana-4007	36	22	efficient	efficient	ADJ
cana-4007	36	23	technologies	technology	NOUN
cana-4007	36	24	.	.	PUNCT
cana-4007	37	1	water	water	NOUN
cana-4007	37	2	bodies	body	NOUN
cana-4007	37	3	—	—	PUNCT
cana-4007	37	4	such	such	ADJ
cana-4007	37	5	as	as	ADP
cana-4007	37	6	lakes	lake	NOUN
cana-4007	37	7	,	,	PUNCT
cana-4007	37	8	rivers	river	NOUN
cana-4007	37	9	,	,	PUNCT
cana-4007	37	10	and	and	CCONJ
cana-4007	37	11	wetlands	wetland	NOUN
cana-4007	37	12	—	—	PUNCT
cana-4007	37	13	are	be	AUX
cana-4007	37	14	vital	vital	ADJ
cana-4007	37	15	for	for	ADP
cana-4007	37	16	freshwater	freshwater	NOUN
cana-4007	37	17	supply	supply	NOUN
cana-4007	37	18	,	,	PUNCT
cana-4007	37	19	flood	flood	NOUN
cana-4007	37	20	control	control	NOUN
cana-4007	37	21	,	,	PUNCT
cana-4007	37	22	and	and	CCONJ
cana-4007	37	23	ecosystem	ecosystem	NOUN
cana-4007	37	24	health	health	NOUN
cana-4007	37	25	,	,	PUNCT
cana-4007	37	26	with	with	ADP
cana-4007	37	27	green	green	ADJ
cana-4007	37	28	technologies	technology	NOUN
cana-4007	37	29	aiding	aid	VERB
cana-4007	37	30	in	in	ADP
cana-4007	37	31	water	water	NOUN
cana-4007	37	32	conservation	conservation	NOUN
cana-4007	37	33	and	and	CCONJ
cana-4007	37	34	management	management	NOUN
cana-4007	37	35	.	.	PUNCT
cana-4007	38	1	it	it	PRON
cana-4007	38	2	emphasizes	emphasize	VERB
cana-4007	38	3	predictive	predictive	ADJ
cana-4007	38	4	modelling	modelling	NOUN
cana-4007	38	5	and	and	CCONJ
cana-4007	38	6	accuracy	accuracy	NOUN
cana-4007	38	7	improvements	improvement	NOUN
cana-4007	38	8	to	to	PART
cana-4007	38	9	help	help	VERB
cana-4007	38	10	policymakers	policymaker	NOUN
cana-4007	38	11	curb	curb	VERB
cana-4007	38	12	urban	urban	ADJ
cana-4007	38	13	sprawl	sprawl	NOUN
cana-4007	38	14	,	,	PUNCT
cana-4007	38	15	adopt	adopt	VERB
cana-4007	38	16	eco	eco	NOUN
cana-4007	38	17	-	-	PUNCT
cana-4007	38	18	friendly	friendly	ADJ
cana-4007	38	19	solutions	solution	NOUN
cana-4007	38	20	,	,	PUNCT
cana-4007	38	21	and	and	CCONJ
cana-4007	38	22	protect	protect	VERB
cana-4007	38	23	forests	forest	NOUN
cana-4007	38	24	and	and	CCONJ
cana-4007	38	25	farmland	farmland	NOUN
cana-4007	38	26	for	for	ADP
cana-4007	38	27	a	a	DET
cana-4007	38	28	sustainable	sustainable	ADJ
cana-4007	38	29	future	future	NOUN
cana-4007	38	30	.	.	PUNCT
cana-4007	39	1	3	3	NUM
cana-4007	39	2	methods	method	NOUN
cana-4007	39	3	the	the	DET
cana-4007	39	4	clusters	cluster	NOUN
cana-4007	39	5	created	create	VERB
cana-4007	39	6	by	by	ADP
cana-4007	39	7	the	the	DET
cana-4007	39	8	unsupervised	unsupervised	ADJ
cana-4007	39	9	classification	classification	NOUN
cana-4007	39	10	k	k	NOUN
cana-4007	39	11	-	-	PUNCT
cana-4007	39	12	means	mean	NOUN
cana-4007	39	13	,	,	PUNCT
cana-4007	39	14	for	for	ADP
cana-4007	39	15	k=30	k=30	PROPN
cana-4007	39	16	,	,	PUNCT
cana-4007	39	17	were	be	AUX
cana-4007	39	18	reclassified	reclassify	VERB
cana-4007	39	19	into	into	ADP
cana-4007	39	20	(	(	PUNCT
cana-4007	39	21	1	1	NUM
cana-4007	39	22	)	)	PUNCT
cana-4007	39	23	agriculture	agriculture	NOUN
cana-4007	39	24	(	(	PUNCT
cana-4007	39	25	agr	agr	NOUN
cana-4007	39	26	)	)	PUNCT
cana-4007	39	27	,	,	PUNCT
cana-4007	39	28	(	(	PUNCT
cana-4007	39	29	2	2	X
cana-4007	39	30	)	)	PUNCT
cana-4007	39	31	forest	forest	NOUN
cana-4007	39	32	(	(	PUNCT
cana-4007	39	33	for	for	ADP
cana-4007	39	34	)	)	PUNCT
cana-4007	39	35	,	,	PUNCT
cana-4007	39	36	(	(	PUNCT
cana-4007	39	37	3	3	X
cana-4007	39	38	)	)	PUNCT
cana-4007	39	39	urban	urban	ADJ
cana-4007	39	40	(	(	PUNCT
cana-4007	39	41	urb	urb	PROPN
cana-4007	39	42	)	)	PUNCT
cana-4007	39	43	,	,	PUNCT
cana-4007	39	44	and	and	CCONJ
cana-4007	39	45	(	(	PUNCT
cana-4007	39	46	4	4	X
cana-4007	39	47	)	)	PUNCT
cana-4007	39	48	water	water	NOUN
cana-4007	39	49	(	(	PUNCT
cana-4007	39	50	wat	wat	NOUN
cana-4007	39	51	)	)	PUNCT
cana-4007	39	52	bodies	body	NOUN
cana-4007	39	53	.	.	PUNCT
cana-4007	40	1	agr	agr	PROPN
cana-4007	40	2	includes	include	VERB
cana-4007	40	3	crops	crop	NOUN
cana-4007	40	4	,	,	PUNCT
cana-4007	40	5	sowing	sowing	NOUN
cana-4007	40	6	,	,	PUNCT
cana-4007	40	7	and	and	CCONJ
cana-4007	40	8	empty	empty	ADJ
cana-4007	40	9	diverse	diverse	ADJ
cana-4007	40	10	land	land	NOUN
cana-4007	40	11	.	.	PUNCT
cana-4007	41	1	for	for	ADP
cana-4007	41	2	broadly	broadly	ADV
cana-4007	41	3	covers	cover	VERB
cana-4007	41	4	natural	natural	ADJ
cana-4007	41	5	forests	forest	NOUN
cana-4007	41	6	,	,	PUNCT
cana-4007	41	7	cultivated	cultivate	VERB
cana-4007	41	8	plantations	plantation	NOUN
cana-4007	41	9	,	,	PUNCT
cana-4007	41	10	managed	manage	VERB
cana-4007	41	11	horticulture	horticulture	NOUN
cana-4007	41	12	areas	area	NOUN
cana-4007	41	13	,	,	PUNCT
cana-4007	41	14	etc	etc	X
cana-4007	41	15	.	.	X
cana-4007	42	1	these	these	PRON
cana-4007	42	2	are	be	AUX
cana-4007	42	3	approximately	approximately	ADV
cana-4007	42	4	higher	high	ADJ
cana-4007	42	5	than	than	ADP
cana-4007	42	6	5	5	NUM
cana-4007	42	7	m	m	NOUN
cana-4007	42	8	,	,	PUNCT
cana-4007	42	9	with	with	ADP
cana-4007	42	10	a	a	DET
cana-4007	42	11	canopy	canopy	NOUN
cana-4007	42	12	of	of	ADP
cana-4007	42	13	10	10	NUM
cana-4007	42	14	%	%	NOUN
cana-4007	42	15	reaching	reach	VERB
cana-4007	42	16	these	these	DET
cana-4007	42	17	dimensions	dimension	NOUN
cana-4007	42	18	[	[	X
cana-4007	42	19	6	6	NUM
cana-4007	42	20	]	]	PUNCT
cana-4007	42	21	.	.	PUNCT
cana-4007	43	1	urb	urb	PROPN
cana-4007	43	2	is	be	AUX
cana-4007	43	3	built	build	VERB
cana-4007	43	4	-	-	PUNCT
cana-4007	43	5	up	up	ADP
cana-4007	43	6	areas	area	NOUN
cana-4007	43	7	including	include	VERB
cana-4007	43	8	residential	residential	ADJ
cana-4007	43	9	,	,	PUNCT
cana-4007	43	10	industrial	industrial	ADJ
cana-4007	43	11	,	,	PUNCT
cana-4007	43	12	and	and	CCONJ
cana-4007	43	13	factory	factory	NOUN
cana-4007	43	14	sheds	shed	NOUN
cana-4007	43	15	,	,	PUNCT
cana-4007	43	16	roads	road	NOUN
cana-4007	43	17	,	,	PUNCT
cana-4007	43	18	etc	etc	X
cana-4007	43	19	.	.	X
cana-4007	43	20	wat	wat	PROPN
cana-4007	43	21	includes	include	VERB
cana-4007	43	22	rivers	river	NOUN
cana-4007	43	23	,	,	PUNCT
cana-4007	43	24	lakes	lake	NOUN
cana-4007	43	25	,	,	PUNCT
cana-4007	43	26	canals	canal	NOUN
cana-4007	43	27	,	,	PUNCT
cana-4007	43	28	and	and	CCONJ
cana-4007	43	29	natural	natural	ADJ
cana-4007	43	30	or	or	CCONJ
cana-4007	43	31	artificial	artificial	ADJ
cana-4007	43	32	reservoirs	reservoir	NOUN
cana-4007	43	33	.	.	PUNCT
cana-4007	44	1	these	these	DET
cana-4007	44	2	four	four	NUM
cana-4007	44	3	categories	category	NOUN
cana-4007	44	4	influence	influence	VERB
cana-4007	44	5	ecological	ecological	ADJ
cana-4007	44	6	balance	balance	NOUN
cana-4007	44	7	and	and	CCONJ
cana-4007	44	8	serve	serve	VERB
cana-4007	44	9	as	as	ADP
cana-4007	44	10	sustainability	sustainability	NOUN
cana-4007	44	11	indicators	indicator	NOUN
cana-4007	44	12	.	.	PUNCT
cana-4007	45	1	their	their	PRON
cana-4007	45	2	changes	change	NOUN
cana-4007	45	3	in	in	ADP
cana-4007	45	4	1994	1994	NUM
cana-4007	45	5	and	and	CCONJ
cana-4007	45	6	2024	2024	NUM
cana-4007	45	7	are	be	AUX
cana-4007	45	8	the	the	DET
cana-4007	45	9	basis	basis	NOUN
cana-4007	45	10	of	of	ADP
cana-4007	45	11	training	train	VERB
cana-4007	45	12	the	the	DET
cana-4007	45	13	model	model	NOUN
cana-4007	45	14	.	.	PUNCT
cana-4007	46	1	lc	lc	NOUN
cana-4007	46	2	changes	change	NOUN
cana-4007	46	3	projected	project	VERB
cana-4007	46	4	for	for	ADP
cana-4007	46	5	2054	2054	NUM
cana-4007	46	6	using	use	VERB
cana-4007	46	7	this	this	DET
cana-4007	46	8	model	model	NOUN
cana-4007	46	9	offer	offer	VERB
cana-4007	46	10	future	future	ADJ
cana-4007	46	11	insights	insight	NOUN
cana-4007	46	12	into	into	ADP
cana-4007	46	13	urbanization	urbanization	NOUN
cana-4007	46	14	,	,	PUNCT
cana-4007	46	15	water	water	NOUN
cana-4007	46	16	body	body	NOUN
cana-4007	46	17	patterns	pattern	NOUN
cana-4007	46	18	,	,	PUNCT
cana-4007	46	19	and	and	CCONJ
cana-4007	46	20	changes	change	NOUN
cana-4007	46	21	in	in	ADP
cana-4007	46	22	land	land	NOUN
cana-4007	46	23	and	and	CCONJ
cana-4007	46	24	forest	forest	NOUN
cana-4007	46	25	.	.	PUNCT
cana-4007	47	1	communications	communication	NOUN
cana-4007	47	2	on	on	ADP
cana-4007	47	3	applied	apply	VERB
cana-4007	47	4	nonlinear	nonlinear	ADJ
cana-4007	47	5	analysis	analysis	NOUN
cana-4007	47	6	issn	issn	NOUN
cana-4007	47	7	:	:	PUNCT
cana-4007	47	8	1074	1074	NUM
cana-4007	47	9	-	-	PUNCT
cana-4007	47	10	133x	133x	NUM
cana-4007	47	11	vol	vol	NOUN
cana-4007	47	12	32	32	NUM
cana-4007	47	13	no	no	NOUN
cana-4007	47	14	.	.	PUNCT
cana-4007	48	1	9s	9s	NUM
cana-4007	48	2	(	(	PUNCT
cana-4007	48	3	2025	2025	NUM
cana-4007	48	4	)	)	PUNCT
cana-4007	48	5	804	804	NUM
cana-4007	48	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4007	48	7	lc	lc	NOUN
cana-4007	48	8	prediction	prediction	NOUN
cana-4007	48	9	leveraging	leverage	VERB
cana-4007	48	10	historical	historical	ADJ
cana-4007	48	11	data	datum	NOUN
cana-4007	48	12	and	and	CCONJ
cana-4007	48	13	probabilistic	probabilistic	ADJ
cana-4007	48	14	rules	rule	NOUN
cana-4007	48	15	,	,	PUNCT
cana-4007	48	16	the	the	DET
cana-4007	48	17	prediction	prediction	NOUN
cana-4007	48	18	model	model	NOUN
cana-4007	48	19	captures	capture	VERB
cana-4007	48	20	lc	lc	NOUN
cana-4007	48	21	transformations	transformation	NOUN
cana-4007	48	22	outlined	outline	VERB
cana-4007	48	23	by	by	ADP
cana-4007	48	24	the	the	DET
cana-4007	48	25	ca	ca	PROPN
cana-4007	48	26	-	-	PUNCT
cana-4007	48	27	mc	mc	PROPN
cana-4007	48	28	model	model	NOUN
cana-4007	48	29	.	.	PUNCT
cana-4007	49	1	the	the	DET
cana-4007	49	2	equation	equation	NOUN
cana-4007	49	3	defining	define	VERB
cana-4007	49	4	the	the	DET
cana-4007	49	5	cellular	cellular	ADJ
cana-4007	49	6	automata	automata	NOUN
cana-4007	49	7	(	(	PUNCT
cana-4007	49	8	ca	ca	NOUN
cana-4007	49	9	)	)	PUNCT
cana-4007	49	10	model	model	NOUN
cana-4007	49	11	used	use	VERB
cana-4007	49	12	in	in	ADP
cana-4007	49	13	this	this	DET
cana-4007	49	14	study	study	NOUN
cana-4007	49	15	is	be	AUX
cana-4007	49	16	c(t	c(t	PROPN
cana-4007	49	17	,	,	PUNCT
cana-4007	49	18	t+1	t+1	PRON
cana-4007	49	19	)	)	PUNCT
cana-4007	49	20	=	=	SYM
cana-4007	49	21	r(c(t),n	r(c(t),n	NOUN
cana-4007	49	22	)	)	PUNCT
cana-4007	49	23	,	,	PUNCT
cana-4007	50	1	where	where	SCONJ
cana-4007	50	2	:	:	PUNCT
cana-4007	50	3	c	c	NOUN
cana-4007	50	4	=	=	SYM
cana-4007	50	5	state	state	NOUN
cana-4007	50	6	;	;	PUNCT
cana-4007	50	7	n	n	NOUN
cana-4007	50	8	=	=	VERB
cana-4007	50	9	classification	classification	NOUN
cana-4007	50	10	count	count	NOUN
cana-4007	50	11	;	;	PUNCT
cana-4007	50	12	t	t	PROPN
cana-4007	50	13	,	,	PUNCT
cana-4007	50	14	and	and	CCONJ
cana-4007	50	15	(	(	PUNCT
cana-4007	50	16	t	t	NOUN
cana-4007	50	17	+	+	CCONJ
cana-4007	50	18	1	1	X
cana-4007	50	19	)	)	PUNCT
cana-4007	50	20	are	be	AUX
cana-4007	50	21	successive	successive	ADJ
cana-4007	50	22	moments	moment	NOUN
cana-4007	50	23	;	;	PUNCT
cana-4007	50	24	r	r	NOUN
cana-4007	50	25	=	=	SYM
cana-4007	50	26	state	state	NOUN
cana-4007	50	27	change	change	NOUN
cana-4007	50	28	rule	rule	NOUN
cana-4007	50	29	[	[	X
cana-4007	50	30	6	6	NUM
cana-4007	50	31	]	]	PUNCT
cana-4007	50	32	.	.	PUNCT
cana-4007	51	1	the	the	DET
cana-4007	51	2	mc	mc	PROPN
cana-4007	51	3	model	model	PROPN
cana-4007	51	4	estimates	estimate	VERB
cana-4007	51	5	lc	lc	PROPN
cana-4007	51	6	changes	change	NOUN
cana-4007	51	7	driven	drive	VERB
cana-4007	51	8	by	by	ADP
cana-4007	51	9	conditional	conditional	ADJ
cana-4007	51	10	probability	probability	NOUN
cana-4007	51	11	,	,	PUNCT
cana-4007	51	12	c(t	c(t	PROPN
cana-4007	51	13	+	+	NOUN
cana-4007	51	14	1	1	NUM
cana-4007	51	15	)	)	PUNCT
cana-4007	51	16	=	=	SYM
cana-4007	52	1	𝑃𝑖𝑗	𝑃𝑖𝑗	PROPN
cana-4007	52	2	*	*	PUNCT
cana-4007	52	3	c(t	c(t	PROPN
cana-4007	52	4	)	)	PUNCT
cana-4007	52	5	where	where	SCONJ
cana-4007	52	6	:	:	PUNCT
cana-4007	52	7	c(t	c(t	PROPN
cana-4007	52	8	)	)	PUNCT
cana-4007	52	9	,	,	PUNCT
cana-4007	52	10	and	and	CCONJ
cana-4007	52	11	c(t	c(t	PROPN
cana-4007	52	12	+	+	CCONJ
cana-4007	52	13	1	1	NUM
cana-4007	52	14	)	)	PUNCT
cana-4007	52	15	are	be	AUX
cana-4007	52	16	independent	independent	ADJ
cana-4007	52	17	consecutive	consecutive	ADJ
cana-4007	52	18	states	state	NOUN
cana-4007	52	19	,	,	PUNCT
cana-4007	52	20	𝑃𝑖𝑗	𝑃𝑖𝑗	PROPN
cana-4007	52	21	=	=	SYM
cana-4007	52	22	stm	stm	NOUN
cana-4007	52	23	calculated	calculate	VERB
cana-4007	52	24	by	by	ADP
cana-4007	52	25	,	,	PUNCT
cana-4007	52	26	𝑃𝑖𝑗	𝑃𝑖𝑗	PROPN
cana-4007	52	27	=	=	PUNCT
cana-4007	52	28	[	[	PUNCT
cana-4007	52	29	𝑃11	𝑃11	PROPN
cana-4007	52	30	⋯	⋯	PROPN
cana-4007	52	31	𝑃1𝑛	𝑃1𝑛	PROPN
cana-4007	52	32	⋮	⋮	NOUN
cana-4007	52	33	⋮	⋮	PROPN
cana-4007	52	34	⋮	⋮	PROPN
cana-4007	52	35	𝑃𝑛1	𝑃𝑛1	NOUN
cana-4007	52	36	⋯	⋯	PROPN
cana-4007	52	37	𝑃𝑛𝑛	𝑃𝑛𝑛	PROPN
cana-4007	52	38	]	]	PUNCT
cana-4007	52	39	,	,	PUNCT
cana-4007	52	40	𝑤ℎ𝑒𝑟𝑒	𝑤ℎ𝑒𝑟𝑒	ADJ
cana-4007	52	41	∑	∑	INTJ
cana-4007	52	42	(	(	PUNCT
cana-4007	52	43	𝑃𝑖𝑗	𝑃𝑖𝑗	PROPN
cana-4007	52	44	)	)	PUNCT
cana-4007	52	45	=	=	SYM
cana-4007	53	1	1	1	NUM
cana-4007	53	2	𝑛	𝑛	PRON
cana-4007	53	3	𝑗=𝑖	𝑗=𝑖	PROPN
cana-4007	53	4	;	;	PUNCT
cana-4007	53	5	i	i	PRON
cana-4007	53	6	and	and	CCONJ
cana-4007	53	7	j	j	PROPN
cana-4007	53	8	are	be	AUX
cana-4007	53	9	lu	lu	PROPN
cana-4007	53	10	types	type	NOUN
cana-4007	53	11	.	.	PUNCT
cana-4007	54	1	the	the	DET
cana-4007	54	2	transition	transition	NOUN
cana-4007	54	3	matrix	matrix	NOUN
cana-4007	54	4	𝑃𝑖𝑗	𝑃𝑖𝑗	PROPN
cana-4007	54	5	value	value	NOUN
cana-4007	54	6	(	(	PUNCT
cana-4007	54	7	either	either	CCONJ
cana-4007	54	8	0	0	NUM
cana-4007	54	9	or	or	CCONJ
cana-4007	54	10	1	1	NUM
cana-4007	54	11	)	)	PUNCT
cana-4007	54	12	indicates	indicate	VERB
cana-4007	54	13	the	the	DET
cana-4007	54	14	state	state	NOUN
cana-4007	54	15	change	change	NOUN
cana-4007	54	16	probabilities	probability	NOUN
cana-4007	54	17	[	[	X
cana-4007	54	18	7	7	NUM
cana-4007	54	19	]	]	PUNCT
cana-4007	54	20	.	.	PUNCT
cana-4007	55	1	the	the	DET
cana-4007	55	2	transition	transition	NOUN
cana-4007	55	3	of	of	ADP
cana-4007	55	4	a	a	DET
cana-4007	55	5	cell	cell	NOUN
cana-4007	55	6	state	state	NOUN
cana-4007	55	7	examines	examine	VERB
cana-4007	55	8	the	the	DET
cana-4007	55	9	spatial	spatial	ADJ
cana-4007	55	10	relationships	relationship	NOUN
cana-4007	55	11	with	with	ADP
cana-4007	55	12	adjoining	adjoining	ADJ
cana-4007	55	13	cells	cell	NOUN
cana-4007	55	14	to	to	PART
cana-4007	55	15	update	update	VERB
cana-4007	55	16	its	its	PRON
cana-4007	55	17	state	state	NOUN
cana-4007	55	18	[	[	X
cana-4007	55	19	8	8	NUM
cana-4007	55	20	]	]	PUNCT
cana-4007	55	21	.	.	PUNCT
cana-4007	56	1	in	in	ADP
cana-4007	56	2	this	this	DET
cana-4007	56	3	framework	framework	NOUN
cana-4007	56	4	,	,	PUNCT
cana-4007	56	5	neighbourhood	neighbourhood	NOUN
cana-4007	56	6	pixels	pixel	NOUN
cana-4007	56	7	are	be	AUX
cana-4007	56	8	external	external	ADJ
cana-4007	56	9	factors	factor	NOUN
cana-4007	56	10	that	that	PRON
cana-4007	56	11	influence	influence	VERB
cana-4007	56	12	the	the	DET
cana-4007	56	13	state	state	NOUN
cana-4007	56	14	transitions	transition	NOUN
cana-4007	56	15	of	of	ADP
cana-4007	56	16	a	a	DET
cana-4007	56	17	pixel	pixel	NOUN
cana-4007	56	18	[	[	X
cana-4007	56	19	9	9	NUM
cana-4007	56	20	]	]	PUNCT
cana-4007	56	21	.	.	PUNCT
cana-4007	57	1	it	it	PRON
cana-4007	57	2	generates	generate	VERB
cana-4007	57	3	a	a	DET
cana-4007	57	4	simulated	simulated	ADJ
cana-4007	57	5	change	change	NOUN
cana-4007	57	6	map	map	NOUN
cana-4007	57	7	2054	2054	NUM
cana-4007	57	8	,	,	PUNCT
cana-4007	57	9	using	use	VERB
cana-4007	57	10	the	the	DET
cana-4007	57	11	1994	1994	NUM
cana-4007	57	12	-	-	SYM
cana-4007	57	13	2024	2024	NUM
cana-4007	57	14	changes	change	NOUN
cana-4007	57	15	as	as	ADP
cana-4007	57	16	a	a	DET
cana-4007	57	17	reference[10	reference[10	NOUN
cana-4007	57	18	]	]	PUNCT
cana-4007	57	19	.	.	PUNCT
cana-4007	58	1	accuracy	accuracy	NOUN
cana-4007	58	2	assessment	assessment	NOUN
cana-4007	58	3	the	the	DET
cana-4007	58	4	overall	overall	ADJ
cana-4007	58	5	accuracy	accuracy	NOUN
cana-4007	58	6	is	be	AUX
cana-4007	58	7	the	the	DET
cana-4007	58	8	ratio	ratio	NOUN
cana-4007	58	9	between	between	ADP
cana-4007	58	10	observed	observed	ADJ
cana-4007	58	11	and	and	CCONJ
cana-4007	58	12	chance	chance	NOUN
cana-4007	58	13	classifications	classification	NOUN
cana-4007	58	14	.	.	PUNCT
cana-4007	59	1	k	k	X
cana-4007	59	2	,	,	PUNCT
cana-4007	59	3	the	the	DET
cana-4007	59	4	kappa	kappa	PROPN
cana-4007	59	5	coefficient	coefficient	PROPN
cana-4007	59	6	quantifies	quantifie	NOUN
cana-4007	59	7	the	the	DET
cana-4007	59	8	accuracy	accuracy	NOUN
cana-4007	59	9	of	of	ADP
cana-4007	59	10	classifications	classification	NOUN
cana-4007	59	11	by	by	ADP
cana-4007	59	12	comparing	compare	VERB
cana-4007	59	13	observed	observe	VERB
cana-4007	59	14	variables	variable	NOUN
cana-4007	59	15	with	with	ADP
cana-4007	59	16	predicted	predict	VERB
cana-4007	59	17	classifications	classification	NOUN
cana-4007	59	18	.	.	PUNCT
cana-4007	60	1	it	it	PRON
cana-4007	60	2	is	be	AUX
cana-4007	60	3	represented	represent	VERB
cana-4007	60	4	by	by	ADP
cana-4007	60	5	,	,	PUNCT
cana-4007	60	6	k	k	PROPN
cana-4007	61	1	=	=	PUNCT
cana-4007	62	1	[	[	X
cana-4007	62	2	p(a	p(a	NOUN
cana-4007	62	3	)	)	PUNCT
cana-4007	62	4	–	–	PUNCT
cana-4007	62	5	p(e	p(e	NOUN
cana-4007	62	6	)	)	PUNCT
cana-4007	62	7	]	]	PUNCT
cana-4007	62	8	/	/	PUNCT
cana-4007	63	1	[	[	X
cana-4007	63	2	1	1	NUM
cana-4007	63	3	–	–	PUNCT
cana-4007	63	4	p(e	p(e	NOUN
cana-4007	63	5	)	)	PUNCT
cana-4007	63	6	]	]	PUNCT
cana-4007	63	7	,	,	PUNCT
cana-4007	63	8	where	where	SCONJ
cana-4007	63	9	p(a	p(a	NOUN
cana-4007	63	10	)	)	PUNCT
cana-4007	63	11	=	=	SYM
cana-4007	63	12	chance	chance	NOUN
cana-4007	63	13	of	of	ADP
cana-4007	63	14	correctly	correctly	ADV
cana-4007	63	15	observed	observed	ADJ
cana-4007	63	16	classification	classification	NOUN
cana-4007	63	17	,	,	PUNCT
cana-4007	63	18	and	and	CCONJ
cana-4007	63	19	p(e	p(e	NOUN
cana-4007	63	20	)	)	PUNCT
cana-4007	63	21	=	=	SYM
cana-4007	63	22	chance	chance	NOUN
cana-4007	63	23	of	of	ADP
cana-4007	63	24	predicting	predict	VERB
cana-4007	63	25	the	the	DET
cana-4007	63	26	classified	classified	ADJ
cana-4007	63	27	pixel	pixel	NOUN
cana-4007	64	1	[	[	X
cana-4007	64	2	11	11	NUM
cana-4007	64	3	]	]	PUNCT
cana-4007	64	4	.	.	PUNCT
cana-4007	65	1	data	data	PROPN
cana-4007	65	2	collection	collection	PROPN
cana-4007	65	3	gurgaon	gurgaon	PROPN
cana-4007	65	4	district	district	PROPN
cana-4007	65	5	in	in	ADP
cana-4007	65	6	haryana	haryana	PROPN
cana-4007	65	7	india	india	PROPN
cana-4007	65	8	,	,	PUNCT
cana-4007	65	9	was	be	AUX
cana-4007	65	10	selected	select	VERB
cana-4007	65	11	for	for	ADP
cana-4007	65	12	this	this	DET
cana-4007	65	13	study	study	NOUN
cana-4007	65	14	due	due	ADP
cana-4007	65	15	to	to	ADP
cana-4007	65	16	its	its	PRON
cana-4007	65	17	rapid	rapid	ADJ
cana-4007	65	18	transformation	transformation	NOUN
cana-4007	65	19	from	from	ADP
cana-4007	65	20	an	an	DET
cana-4007	65	21	agricultural	agricultural	ADJ
cana-4007	65	22	region	region	NOUN
cana-4007	65	23	to	to	ADP
cana-4007	65	24	an	an	DET
cana-4007	65	25	urbanized	urbanized	ADJ
cana-4007	65	26	hub	hub	NOUN
cana-4007	65	27	.	.	PUNCT
cana-4007	66	1	figure	figure	NOUN
cana-4007	66	2	1	1	NUM
cana-4007	66	3	highlights	highlight	NOUN
cana-4007	66	4	the	the	DET
cana-4007	66	5	area	area	NOUN
cana-4007	66	6	of	of	ADP
cana-4007	66	7	interest	interest	NOUN
cana-4007	66	8	(	(	PUNCT
cana-4007	66	9	inset	inset	NOUN
cana-4007	66	10	)	)	PUNCT
cana-4007	66	11	in	in	ADP
cana-4007	66	12	india	india	PROPN
cana-4007	66	13	.	.	PUNCT
cana-4007	67	1	it	it	PRON
cana-4007	67	2	represents	represent	VERB
cana-4007	67	3	broader	broad	ADJ
cana-4007	67	4	global	global	ADJ
cana-4007	67	5	trends	trend	NOUN
cana-4007	67	6	in	in	ADP
cana-4007	67	7	urban	urban	ADJ
cana-4007	67	8	expansion	expansion	NOUN
cana-4007	67	9	,	,	PUNCT
cana-4007	67	10	particularly	particularly	ADV
cana-4007	67	11	in	in	ADP
cana-4007	67	12	the	the	DET
cana-4007	67	13	developing	develop	VERB
cana-4007	67	14	regions	region	NOUN
cana-4007	67	15	where	where	SCONJ
cana-4007	67	16	economic	economic	ADJ
cana-4007	67	17	growth	growth	NOUN
cana-4007	67	18	and	and	CCONJ
cana-4007	67	19	population	population	NOUN
cana-4007	67	20	pressures	pressure	NOUN
cana-4007	67	21	drive	drive	VERB
cana-4007	67	22	significant	significant	ADJ
cana-4007	67	23	land	land	NOUN
cana-4007	67	24	-	-	PUNCT
cana-4007	67	25	use	use	NOUN
cana-4007	67	26	changes	change	NOUN
cana-4007	67	27	.	.	PUNCT
cana-4007	68	1	for	for	ADP
cana-4007	68	2	example	example	NOUN
cana-4007	68	3	,	,	PUNCT
cana-4007	68	4	kenya	kenya	PROPN
cana-4007	68	5	in	in	ADP
cana-4007	68	6	nairobi	nairobi	PROPN
cana-4007	68	7	experienced	experience	VERB
cana-4007	68	8	rapid	rapid	ADJ
cana-4007	68	9	urban	urban	ADJ
cana-4007	68	10	spread	spread	NOUN
cana-4007	68	11	driven	drive	VERB
cana-4007	68	12	by	by	ADP
cana-4007	68	13	population	population	NOUN
cana-4007	68	14	growth	growth	NOUN
cana-4007	68	15	and	and	CCONJ
cana-4007	68	16	economic	economic	ADJ
cana-4007	68	17	opportunities	opportunity	NOUN
cana-4007	68	18	[	[	X
cana-4007	68	19	12	12	NUM
cana-4007	68	20	]	]	PUNCT
cana-4007	68	21	.	.	PUNCT
cana-4007	69	1	similarly	similarly	ADV
cana-4007	69	2	,	,	PUNCT
cana-4007	69	3	the	the	DET
cana-4007	69	4	pearl	pearl	PROPN
cana-4007	69	5	river	river	PROPN
cana-4007	69	6	delta	delta	NOUN
cana-4007	69	7	is	be	AUX
cana-4007	69	8	a	a	DET
cana-4007	69	9	globally	globally	ADV
cana-4007	69	10	recognized	recognize	VERB
cana-4007	69	11	example	example	NOUN
cana-4007	69	12	of	of	ADP
cana-4007	69	13	urban	urban	ADJ
cana-4007	69	14	-	-	PUNCT
cana-4007	69	15	industrial	industrial	ADJ
cana-4007	69	16	transformation	transformation	NOUN
cana-4007	69	17	[	[	X
cana-4007	69	18	13	13	NUM
cana-4007	69	19	]	]	PUNCT
cana-4007	69	20	.	.	PUNCT
cana-4007	70	1	in	in	ADP
cana-4007	70	2	sao	sao	PROPN
cana-4007	70	3	paulo	paulo	PROPN
cana-4007	70	4	,	,	PUNCT
cana-4007	70	5	urban	urban	ADJ
cana-4007	70	6	growth	growth	NOUN
cana-4007	70	7	extended	extend	VERB
cana-4007	70	8	into	into	ADP
cana-4007	70	9	peripheral	peripheral	ADJ
cana-4007	70	10	areas	area	NOUN
cana-4007	70	11	,	,	PUNCT
cana-4007	70	12	creating	create	VERB
cana-4007	70	13	challenges	challenge	NOUN
cana-4007	70	14	in	in	ADP
cana-4007	70	15	infrastructure	infrastructure	NOUN
cana-4007	70	16	,	,	PUNCT
cana-4007	70	17	housing	housing	NOUN
cana-4007	70	18	,	,	PUNCT
cana-4007	70	19	and	and	CCONJ
cana-4007	70	20	green	green	ADJ
cana-4007	70	21	space	space	NOUN
cana-4007	70	22	preservation	preservation	NOUN
cana-4007	70	23	[	[	X
cana-4007	70	24	14	14	NUM
cana-4007	70	25	]	]	PUNCT
cana-4007	70	26	.	.	PUNCT
cana-4007	71	1	this	this	DET
cana-4007	71	2	study	study	NOUN
cana-4007	71	3	uses	use	VERB
cana-4007	71	4	landsat	landsat	PROPN
cana-4007	71	5	satellite	satellite	NOUN
cana-4007	71	6	images	image	NOUN
cana-4007	71	7	for	for	ADP
cana-4007	71	8	land	land	NOUN
cana-4007	71	9	classification	classification	NOUN
cana-4007	71	10	to	to	PART
cana-4007	71	11	predict	predict	VERB
cana-4007	71	12	changes	change	NOUN
cana-4007	71	13	after	after	ADP
cana-4007	71	14	thirty	thirty	NUM
cana-4007	71	15	years	year	NOUN
cana-4007	71	16	.	.	PUNCT
cana-4007	72	1	a	a	DET
cana-4007	72	2	search	search	NOUN
cana-4007	72	3	on	on	ADP
cana-4007	72	4	earthexplorer	earthexplorer	PROPN
cana-4007	72	5	by	by	ADP
cana-4007	72	6	usgs	usgs	PROPN
cana-4007	73	1	[	[	X
cana-4007	73	2	15	15	NUM
cana-4007	73	3	]	]	PUNCT
cana-4007	73	4	identified	identify	VERB
cana-4007	73	5	landsat	landsat	PROPN
cana-4007	73	6	images	image	NOUN
cana-4007	73	7	based	base	VERB
cana-4007	73	8	on	on	ADP
cana-4007	73	9	(	(	PUNCT
cana-4007	73	10	1	1	NUM
cana-4007	73	11	)	)	PUNCT
cana-4007	73	12	acquisition	acquisition	NOUN
cana-4007	73	13	dates	date	NOUN
cana-4007	73	14	(	(	PUNCT
cana-4007	73	15	between	between	ADP
cana-4007	73	16	march	march	PROPN
cana-4007	73	17	to	to	ADP
cana-4007	73	18	may	may	PROPN
cana-4007	73	19	of	of	ADP
cana-4007	73	20	1994	1994	NUM
cana-4007	73	21	and	and	CCONJ
cana-4007	73	22	2024	2024	NUM
cana-4007	73	23	)	)	PUNCT
cana-4007	73	24	,	,	PUNCT
cana-4007	73	25	(	(	PUNCT
cana-4007	73	26	2	2	X
cana-4007	73	27	)	)	PUNCT
cana-4007	73	28	gurgaon	gurgaon	PROPN
cana-4007	73	29	district	district	PROPN
cana-4007	73	30	contour	contour	NOUN
cana-4007	73	31	as	as	ADP
cana-4007	73	32	the	the	DET
cana-4007	73	33	study	study	NOUN
cana-4007	73	34	area	area	NOUN
cana-4007	73	35	,	,	PUNCT
cana-4007	73	36	and	and	CCONJ
cana-4007	73	37	(	(	PUNCT
cana-4007	73	38	3	3	X
cana-4007	73	39	)	)	PUNCT
cana-4007	73	40	less	less	ADJ
cana-4007	73	41	than	than	ADP
cana-4007	73	42	5	5	NUM
cana-4007	73	43	%	%	NOUN
cana-4007	73	44	cloud	cloud	NOUN
cana-4007	73	45	cover	cover	NOUN
cana-4007	73	46	.	.	PUNCT
cana-4007	74	1	the	the	DET
cana-4007	74	2	satellite	satellite	NOUN
cana-4007	74	3	scenes	scene	NOUN
cana-4007	74	4	have	have	VERB
cana-4007	74	5	30	30	NUM
cana-4007	74	6	-	-	PUNCT
cana-4007	74	7	meter	meter	NOUN
cana-4007	74	8	spatial	spatial	ADJ
cana-4007	74	9	resolutions	resolution	NOUN
cana-4007	74	10	,	,	PUNCT
cana-4007	74	11	each	each	PRON
cana-4007	74	12	covering	cover	VERB
cana-4007	74	13	900	900	NUM
cana-4007	74	14	m	m	NOUN
cana-4007	74	15	x	x	NOUN
cana-4007	74	16	900	900	NUM
cana-4007	74	17	m	m	NOUN
cana-4007	74	18	land	land	NOUN
cana-4007	74	19	surface	surface	NOUN
cana-4007	74	20	with	with	ADP
cana-4007	74	21	wrs	wrs	NOUN
cana-4007	74	22	path	path	NOUN
cana-4007	74	23	and	and	CCONJ
cana-4007	74	24	row	row	NOUN
cana-4007	74	25	information	information	NOUN
cana-4007	74	26	.	.	PUNCT
cana-4007	75	1	communications	communication	NOUN
cana-4007	75	2	on	on	ADP
cana-4007	75	3	applied	apply	VERB
cana-4007	75	4	nonlinear	nonlinear	ADJ
cana-4007	75	5	analysis	analysis	NOUN
cana-4007	75	6	issn	issn	NOUN
cana-4007	75	7	:	:	PUNCT
cana-4007	75	8	1074	1074	NUM
cana-4007	75	9	-	-	PUNCT
cana-4007	75	10	133x	133x	NUM
cana-4007	75	11	vol	vol	NOUN
cana-4007	75	12	32	32	NUM
cana-4007	75	13	no	no	NOUN
cana-4007	75	14	.	.	PUNCT
cana-4007	76	1	9s	9s	NUM
cana-4007	76	2	(	(	PUNCT
cana-4007	76	3	2025	2025	NUM
cana-4007	76	4	)	)	PUNCT
cana-4007	76	5	805	805	NUM
cana-4007	76	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4007	76	7	various	various	ADJ
cana-4007	76	8	band	band	NOUN
cana-4007	76	9	combinations	combination	NOUN
cana-4007	76	10	are	be	AUX
cana-4007	76	11	used	use	VERB
cana-4007	76	12	in	in	ADP
cana-4007	76	13	the	the	DET
cana-4007	76	14	study	study	NOUN
cana-4007	76	15	for	for	ADP
cana-4007	76	16	false	false	ADJ
cana-4007	76	17	-	-	PUNCT
cana-4007	76	18	coloured	coloured	ADJ
cana-4007	76	19	images	image	NOUN
cana-4007	76	20	to	to	PART
cana-4007	76	21	display	display	VERB
cana-4007	76	22	different	different	ADJ
cana-4007	76	23	land	land	NOUN
cana-4007	76	24	cover	cover	NOUN
cana-4007	76	25	types	type	NOUN
cana-4007	76	26	required	require	VERB
cana-4007	76	27	in	in	ADP
cana-4007	76	28	data	datum	NOUN
cana-4007	76	29	validation	validation	NOUN
cana-4007	76	30	.	.	PUNCT
cana-4007	77	1	figure	figure	NOUN
cana-4007	77	2	1	1	NUM
cana-4007	77	3	.	.	PUNCT
cana-4007	77	4	study	study	NOUN
cana-4007	77	5	area	area	NOUN
cana-4007	77	6	–	–	PUNCT
cana-4007	77	7	location	location	NOUN
cana-4007	77	8	map	map	NOUN
cana-4007	77	9	the	the	DET
cana-4007	77	10	resulting	result	VERB
cana-4007	77	11	images	image	NOUN
cana-4007	77	12	with	with	ADP
cana-4007	77	13	path	path	NOUN
cana-4007	77	14	/	/	SYM
cana-4007	77	15	row	row	NOUN
cana-4007	77	16	information	information	NOUN
cana-4007	77	17	in	in	ADP
cana-4007	77	18	table	table	NOUN
cana-4007	77	19	1	1	NUM
cana-4007	77	20	have	have	VERB
cana-4007	77	21	minimal	minimal	ADJ
cana-4007	77	22	time	time	NOUN
cana-4007	77	23	gaps	gap	NOUN
cana-4007	77	24	between	between	ADP
cana-4007	77	25	acquisitions	acquisition	NOUN
cana-4007	77	26	.	.	PUNCT
cana-4007	78	1	geometric	geometric	ADJ
cana-4007	78	2	corrections	correction	NOUN
cana-4007	78	3	applied	apply	VERB
cana-4007	78	4	by	by	ADP
cana-4007	78	5	usgs	usg	NOUN
cana-4007	78	6	using	use	VERB
cana-4007	78	7	the	the	DET
cana-4007	78	8	dark	dark	ADJ
cana-4007	78	9	object	object	NOUN
cana-4007	78	10	subtraction	subtraction	NOUN
cana-4007	78	11	(	(	PUNCT
cana-4007	78	12	dos	dos	NOUN
cana-4007	78	13	)	)	PUNCT
cana-4007	78	14	procedure	procedure	NOUN
cana-4007	78	15	[	[	X
cana-4007	78	16	16	16	NUM
cana-4007	78	17	]	]	PUNCT
cana-4007	78	18	were	be	AUX
cana-4007	78	19	available	available	ADJ
cana-4007	78	20	with	with	ADP
cana-4007	78	21	data	datum	NOUN
cana-4007	78	22	.	.	PUNCT
cana-4007	79	1	table	table	NOUN
cana-4007	79	2	1	1	NUM
cana-4007	79	3	.	.	PUNCT
cana-4007	80	1	landsat	landsat	PROPN
cana-4007	80	2	scenes	scene	NOUN
cana-4007	80	3	used	use	VERB
cana-4007	80	4	for	for	ADP
cana-4007	80	5	lc	lc	NOUN
cana-4007	80	6	classification	classification	NOUN
cana-4007	80	7	#	#	NOUN
cana-4007	80	8	landsat	landsat	NOUN
cana-4007	80	9	scene	scene	NOUN
cana-4007	80	10	identifier	identifier	PROPN
cana-4007	80	11	acquired	acquire	VERB
cana-4007	80	12	path	path	NOUN
cana-4007	80	13	row	row	NOUN
cana-4007	80	14	cc	cc	PROPN
cana-4007	80	15	*	*	PROPN
cana-4007	80	16	1	1	NUM
cana-4007	80	17	lc81460412024097lgn00	lc81460412024097lgn00	PROPN
cana-4007	80	18	2024	2024	NUM
cana-4007	80	19	-	-	SYM
cana-4007	80	20	04	04	NUM
cana-4007	80	21	-	-	SYM
cana-4007	80	22	07	07	NUM
cana-4007	80	23	146	146	NUM
cana-4007	80	24	41	41	NUM
cana-4007	80	25	0.3	0.3	NUM
cana-4007	80	26	2	2	NUM
cana-4007	80	27	lc81470402024104lgn00	lc81470402024104lgn00	ADJ
cana-4007	80	28	2024	2024	NUM
cana-4007	80	29	-	-	SYM
cana-4007	80	30	04	04	NUM
cana-4007	80	31	-	-	SYM
cana-4007	80	32	14	14	NUM
cana-4007	80	33	147	147	NUM
cana-4007	80	34	40	40	NUM
cana-4007	80	35	0.5	0.5	NUM
cana-4007	80	36	3	3	NUM
cana-4007	80	37	lt05_l1tp_146040_19940507_20200814_02_t1	lt05_l1tp_146040_19940507_20200814_02_t1	NUM
cana-4007	80	38	1994	1994	NUM
cana-4007	80	39	-	-	SYM
cana-4007	80	40	05	05	NUM
cana-4007	80	41	-	-	SYM
cana-4007	80	42	07	07	NUM
cana-4007	80	43	146	146	NUM
cana-4007	80	44	40	40	NUM
cana-4007	80	45	0	0	NUM
cana-4007	80	46	4	4	NUM
cana-4007	80	47	lt05_l1tp_17040_19940512_20200814_02_t1	lt05_l1tp_17040_19940512_20200814_02_t1	NUM
cana-4007	80	48	1994	1994	NUM
cana-4007	80	49	-	-	SYM
cana-4007	80	50	05	05	NUM
cana-4007	80	51	-	-	SYM
cana-4007	80	52	12	12	NUM
cana-4007	80	53	147	147	NUM
cana-4007	80	54	40	40	NUM
cana-4007	80	55	0	0	NUM
cana-4007	81	1	*	*	PUNCT
cana-4007	82	1	cloud	cloud	NOUN
cana-4007	82	2	coverage	coverage	NOUN
cana-4007	82	3	the	the	DET
cana-4007	82	4	relevant	relevant	ADJ
cana-4007	82	5	two	two	NUM
cana-4007	82	6	satellite	satellite	NOUN
cana-4007	82	7	scene	scene	NOUN
cana-4007	82	8	pairs	pair	NOUN
cana-4007	82	9	(	(	PUNCT
cana-4007	82	10	1	1	NUM
cana-4007	82	11	,	,	PUNCT
cana-4007	82	12	2	2	NUM
cana-4007	82	13	,	,	PUNCT
cana-4007	82	14	and	and	CCONJ
cana-4007	82	15	3	3	NUM
cana-4007	82	16	,	,	PUNCT
cana-4007	82	17	4	4	NUM
cana-4007	82	18	)	)	PUNCT
cana-4007	82	19	from	from	ADP
cana-4007	82	20	table	table	NOUN
cana-4007	82	21	1	1	NUM
cana-4007	82	22	were	be	AUX
cana-4007	82	23	mosaicked	mosaicke	VERB
cana-4007	82	24	for	for	ADP
cana-4007	82	25	the	the	DET
cana-4007	82	26	study	study	NOUN
cana-4007	82	27	area	area	NOUN
cana-4007	82	28	and	and	CCONJ
cana-4007	82	29	then	then	ADV
cana-4007	82	30	cropped	crop	VERB
cana-4007	82	31	according	accord	VERB
cana-4007	82	32	to	to	ADP
cana-4007	82	33	a	a	DET
cana-4007	82	34	contour	contour	NOUN
cana-4007	82	35	to	to	PART
cana-4007	82	36	create	create	VERB
cana-4007	82	37	the	the	DET
cana-4007	82	38	region	region	NOUN
cana-4007	82	39	of	of	ADP
cana-4007	82	40	interest	interest	NOUN
cana-4007	82	41	.	.	PUNCT
cana-4007	83	1	communications	communication	NOUN
cana-4007	83	2	on	on	ADP
cana-4007	83	3	applied	apply	VERB
cana-4007	83	4	nonlinear	nonlinear	ADJ
cana-4007	83	5	analysis	analysis	NOUN
cana-4007	83	6	issn	issn	NOUN
cana-4007	83	7	:	:	PUNCT
cana-4007	83	8	1074	1074	NUM
cana-4007	83	9	-	-	PUNCT
cana-4007	83	10	133x	133x	NUM
cana-4007	83	11	vol	vol	NOUN
cana-4007	83	12	32	32	NUM
cana-4007	83	13	no	no	NOUN
cana-4007	83	14	.	.	PUNCT
cana-4007	84	1	9s	9s	NUM
cana-4007	84	2	(	(	PUNCT
cana-4007	84	3	2025	2025	NUM
cana-4007	84	4	)	)	PUNCT
cana-4007	84	5	806	806	NUM
cana-4007	84	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4007	84	7	4	4	NUM
cana-4007	84	8	results	result	VERB
cana-4007	84	9	the	the	DET
cana-4007	84	10	findings	finding	NOUN
cana-4007	84	11	highlight	highlight	VERB
cana-4007	84	12	the	the	DET
cana-4007	84	13	predicted	predict	VERB
cana-4007	84	14	lc	lc	NOUN
cana-4007	84	15	changes	change	NOUN
cana-4007	84	16	from	from	ADP
cana-4007	84	17	2024	2024	NUM
cana-4007	84	18	to	to	ADP
cana-4007	84	19	2054	2054	NUM
cana-4007	84	20	,	,	PUNCT
cana-4007	84	21	presented	present	VERB
cana-4007	84	22	through	through	ADP
cana-4007	84	23	maps	map	NOUN
cana-4007	84	24	and	and	CCONJ
cana-4007	84	25	statistical	statistical	ADJ
cana-4007	84	26	summaries	summary	NOUN
cana-4007	84	27	.	.	PUNCT
cana-4007	85	1	k	k	X
cana-4007	85	2	-	-	PUNCT
cana-4007	85	3	means	mean	VERB
cana-4007	85	4	unsupervised	unsupervised	ADJ
cana-4007	85	5	ml	ml	NOUN
cana-4007	85	6	model	model	NOUN
cana-4007	85	7	was	be	AUX
cana-4007	85	8	applied	apply	VERB
cana-4007	85	9	with	with	ADP
cana-4007	85	10	k	k	PROPN
cana-4007	85	11	=	=	SYM
cana-4007	85	12	30	30	NUM
cana-4007	85	13	to	to	PART
cana-4007	85	14	produce	produce	VERB
cana-4007	85	15	30	30	NUM
cana-4007	85	16	clusters	cluster	NOUN
cana-4007	85	17	.	.	PUNCT
cana-4007	86	1	they	they	PRON
cana-4007	86	2	were	be	AUX
cana-4007	86	3	subjected	subject	VERB
cana-4007	86	4	to	to	ADP
cana-4007	86	5	a	a	DET
cana-4007	86	6	supervised	supervised	ADJ
cana-4007	86	7	ml	ml	NOUN
cana-4007	86	8	model	model	NOUN
cana-4007	86	9	to	to	PART
cana-4007	86	10	reclassify	reclassify	VERB
cana-4007	86	11	into	into	ADP
cana-4007	86	12	land	land	NOUN
cana-4007	86	13	,	,	PUNCT
cana-4007	86	14	forest	forest	NOUN
cana-4007	86	15	,	,	PUNCT
cana-4007	86	16	urban	urban	ADJ
cana-4007	86	17	,	,	PUNCT
cana-4007	86	18	and	and	CCONJ
cana-4007	86	19	water	water	NOUN
cana-4007	86	20	[	[	X
cana-4007	86	21	17	17	NUM
cana-4007	86	22	]	]	PUNCT
cana-4007	86	23	.	.	PUNCT
cana-4007	87	1	the	the	DET
cana-4007	87	2	accuracy	accuracy	NOUN
cana-4007	87	3	assessment	assessment	NOUN
cana-4007	87	4	uses	use	VERB
cana-4007	87	5	oa	oa	PROPN
cana-4007	87	6	,	,	PUNCT
cana-4007	87	7	ua	ua	PROPN
cana-4007	87	8	,	,	PUNCT
cana-4007	87	9	pa	pa	PROPN
cana-4007	87	10	,	,	PUNCT
cana-4007	87	11	and	and	CCONJ
cana-4007	87	12	the	the	DET
cana-4007	87	13	kappa	kappa	PROPN
cana-4007	87	14	coefficient	coefficient	PROPN
cana-4007	87	15	.	.	PUNCT
cana-4007	88	1	the	the	DET
cana-4007	88	2	model	model	NOUN
cana-4007	88	3	generated	generate	VERB
cana-4007	88	4	the	the	DET
cana-4007	88	5	lc	lc	NOUN
cana-4007	88	6	classification	classification	NOUN
cana-4007	88	7	maps	map	NOUN
cana-4007	88	8	of	of	ADP
cana-4007	88	9	the	the	DET
cana-4007	88	10	study	study	NOUN
cana-4007	88	11	area	area	NOUN
cana-4007	88	12	(	(	PUNCT
cana-4007	88	13	district	district	NOUN
cana-4007	88	14	gurgaon	gurgaon	PROPN
cana-4007	88	15	)	)	PUNCT
cana-4007	88	16	in	in	ADP
cana-4007	88	17	figure	figure	NOUN
cana-4007	88	18	2	2	NUM
cana-4007	88	19	and	and	CCONJ
cana-4007	88	20	figure	figure	VERB
cana-4007	88	21	3	3	NUM
cana-4007	88	22	for	for	ADP
cana-4007	88	23	1994	1994	NUM
cana-4007	88	24	and	and	CCONJ
cana-4007	88	25	2024	2024	NUM
cana-4007	88	26	,	,	PUNCT
cana-4007	88	27	respectively	respectively	ADV
cana-4007	88	28	.	.	PUNCT
cana-4007	89	1	figure	figure	NOUN
cana-4007	89	2	2	2	NUM
cana-4007	89	3	:	:	PUNCT
cana-4007	89	4	land	land	NOUN
cana-4007	89	5	classification	classification	NOUN
cana-4007	89	6	map	map	NOUN
cana-4007	89	7	:	:	PUNCT
cana-4007	89	8	1994	1994	NUM
cana-4007	89	9	(	(	PUNCT
cana-4007	89	10	k=4	k=4	PROPN
cana-4007	89	11	)	)	PUNCT
cana-4007	89	12	figure	figure	NOUN
cana-4007	89	13	3	3	NUM
cana-4007	89	14	:	:	PUNCT
cana-4007	89	15	land	land	NOUN
cana-4007	89	16	classification	classification	NOUN
cana-4007	89	17	map	map	NOUN
cana-4007	89	18	:	:	PUNCT
cana-4007	89	19	2024	2024	NUM
cana-4007	89	20	(	(	PUNCT
cana-4007	89	21	k=4	k=4	PROPN
cana-4007	89	22	)	)	PUNCT
cana-4007	89	23	communications	communication	NOUN
cana-4007	89	24	on	on	ADP
cana-4007	89	25	applied	apply	VERB
cana-4007	89	26	nonlinear	nonlinear	ADJ
cana-4007	89	27	analysis	analysis	NOUN
cana-4007	89	28	issn	issn	NOUN
cana-4007	89	29	:	:	PUNCT
cana-4007	89	30	1074	1074	NUM
cana-4007	89	31	-	-	PUNCT
cana-4007	89	32	133x	133x	NUM
cana-4007	89	33	vol	vol	NOUN
cana-4007	89	34	32	32	NUM
cana-4007	90	1	no	no	NOUN
cana-4007	90	2	.	.	PUNCT
cana-4007	91	1	9s	9s	NUM
cana-4007	91	2	(	(	PUNCT
cana-4007	91	3	2025	2025	NUM
cana-4007	91	4	)	)	PUNCT
cana-4007	91	5	807	807	NUM
cana-4007	91	6	https://internationalpubls.com	https://internationalpubls.com	NOUN
cana-4007	91	7	class	class	NOUN
cana-4007	91	8	statistics	statistic	NOUN
cana-4007	91	9	class	class	NOUN
cana-4007	91	10	statistics	statistic	NOUN
cana-4007	91	11	is	be	AUX
cana-4007	91	12	the	the	DET
cana-4007	91	13	quantitative	quantitative	ADJ
cana-4007	91	14	measure	measure	NOUN
cana-4007	91	15	of	of	ADP
cana-4007	91	16	each	each	DET
cana-4007	91	17	classification	classification	NOUN
cana-4007	91	18	[	[	X
cana-4007	91	19	18	18	NUM
cana-4007	91	20	]	]	PUNCT
cana-4007	91	21	to	to	PART
cana-4007	91	22	understand	understand	VERB
cana-4007	91	23	the	the	DET
cana-4007	91	24	dynamics	dynamic	NOUN
cana-4007	91	25	of	of	ADP
cana-4007	91	26	lc	lc	PROPN
cana-4007	91	27	,	,	PUNCT
cana-4007	91	28	making	make	VERB
cana-4007	91	29	them	they	PRON
cana-4007	91	30	relevant	relevant	ADJ
cana-4007	91	31	for	for	ADP
cana-4007	91	32	sustainable	sustainable	ADJ
cana-4007	91	33	development	development	NOUN
cana-4007	91	34	and	and	CCONJ
cana-4007	91	35	resource	resource	NOUN
cana-4007	91	36	management	management	NOUN
cana-4007	91	37	.	.	PUNCT
cana-4007	92	1	[	[	X
cana-4007	92	2	19	19	NUM
cana-4007	92	3	]	]	PUNCT
cana-4007	92	4	.	.	PUNCT
cana-4007	93	1	the	the	DET
cana-4007	93	2	selection	selection	NOUN
cana-4007	93	3	of	of	ADP
cana-4007	93	4	four	four	NUM
cana-4007	93	5	land	land	NOUN
cana-4007	93	6	classifications	classification	NOUN
cana-4007	93	7	can	can	AUX
cana-4007	93	8	be	be	AUX
cana-4007	93	9	coarse	coarse	ADJ
cana-4007	93	10	for	for	ADP
cana-4007	93	11	applications	application	NOUN
cana-4007	93	12	with	with	ADP
cana-4007	93	13	finer	fine	ADJ
cana-4007	93	14	resolution	resolution	NOUN
cana-4007	93	15	or	or	CCONJ
cana-4007	93	16	granularity	granularity	NOUN
cana-4007	93	17	.	.	PUNCT
cana-4007	94	1	however	however	ADV
cana-4007	94	2	,	,	PUNCT
cana-4007	94	3	they	they	PRON
cana-4007	94	4	adequately	adequately	ADV
cana-4007	94	5	provide	provide	VERB
cana-4007	94	6	consistency	consistency	NOUN
cana-4007	94	7	in	in	ADP
cana-4007	94	8	long	long	ADJ
cana-4007	94	9	-	-	PUNCT
cana-4007	94	10	term	term	NOUN
cana-4007	94	11	trends	trend	NOUN
cana-4007	94	12	and	and	CCONJ
cana-4007	94	13	policy	policy	NOUN
cana-4007	94	14	-	-	PUNCT
cana-4007	94	15	framing	frame	VERB
cana-4007	94	16	goals	goal	NOUN
cana-4007	94	17	,	,	PUNCT
cana-4007	94	18	supporting	support	VERB
cana-4007	94	19	informed	informed	ADJ
cana-4007	94	20	decisions	decision	NOUN
cana-4007	94	21	for	for	ADP
cana-4007	94	22	sustainable	sustainable	ADJ
cana-4007	94	23	land	land	NOUN
cana-4007	94	24	management	management	NOUN
cana-4007	94	25	and	and	CCONJ
cana-4007	94	26	planning	planning	NOUN
cana-4007	94	27	.	.	PUNCT
cana-4007	95	1	the	the	DET
cana-4007	95	2	detailed	detailed	ADJ
cana-4007	95	3	class	class	NOUN
cana-4007	95	4	statistics	statistic	NOUN
cana-4007	95	5	of	of	ADP
cana-4007	95	6	the	the	DET
cana-4007	95	7	study	study	NOUN
cana-4007	95	8	areas	area	NOUN
cana-4007	95	9	are	be	AUX
cana-4007	95	10	in	in	ADP
cana-4007	95	11	table	table	NOUN
cana-4007	95	12	2	2	NUM
cana-4007	95	13	for	for	ADP
cana-4007	95	14	changes	change	NOUN
cana-4007	95	15	in	in	ADP
cana-4007	95	16	1994	1994	NUM
cana-4007	95	17	and	and	CCONJ
cana-4007	95	18	2024	2024	NUM
cana-4007	95	19	.	.	PUNCT
cana-4007	96	1	land	land	NOUN
cana-4007	96	2	(	(	PUNCT
cana-4007	96	3	lan	lan	PROPN
cana-4007	96	4	)	)	PUNCT
cana-4007	96	5	decreased	decrease	VERB
cana-4007	96	6	from	from	ADP
cana-4007	96	7	67.84	67.84	NUM
cana-4007	96	8	%	%	NOUN
cana-4007	96	9	in	in	ADP
cana-4007	96	10	1994	1994	NUM
cana-4007	96	11	to	to	ADP
cana-4007	96	12	62.22	62.22	NUM
cana-4007	96	13	%	%	NOUN
cana-4007	96	14	in	in	ADP
cana-4007	96	15	2024	2024	NUM
cana-4007	96	16	,	,	PUNCT
cana-4007	96	17	a	a	DET
cana-4007	96	18	decline	decline	NOUN
cana-4007	96	19	of	of	ADP
cana-4007	96	20	–	–	PUNCT
cana-4007	96	21	5.62	5.62	NUM
cana-4007	96	22	%	%	NOUN
cana-4007	96	23	.	.	PUNCT
cana-4007	97	1	forest	forest	NOUN
cana-4007	97	2	(	(	PUNCT
cana-4007	97	3	for	for	ADP
cana-4007	97	4	)	)	PUNCT
cana-4007	97	5	declined	decline	VERB
cana-4007	97	6	from	from	ADP
cana-4007	97	7	19.57	19.57	NUM
cana-4007	97	8	%	%	NOUN
cana-4007	97	9	in	in	ADP
cana-4007	97	10	1994	1994	NUM
cana-4007	97	11	to	to	ADP
cana-4007	97	12	16.27	16.27	NUM
cana-4007	97	13	%	%	NOUN
cana-4007	97	14	in	in	ADP
cana-4007	97	15	2024	2024	NUM
cana-4007	97	16	,	,	PUNCT
cana-4007	97	17	indicating	indicate	VERB
cana-4007	97	18	a	a	DET
cana-4007	97	19	decrease	decrease	NOUN
cana-4007	97	20	of	of	ADP
cana-4007	97	21	3.3	3.3	NUM
cana-4007	97	22	%	%	NOUN
cana-4007	97	23	.	.	PUNCT
cana-4007	98	1	urban	urban	ADJ
cana-4007	98	2	areas	area	NOUN
cana-4007	98	3	had	have	VERB
cana-4007	98	4	an	an	DET
cana-4007	98	5	8.89	8.89	NUM
cana-4007	98	6	%	%	NOUN
cana-4007	98	7	rise	rise	NOUN
cana-4007	98	8	,	,	PUNCT
cana-4007	98	9	growing	grow	VERB
cana-4007	98	10	from	from	ADP
cana-4007	98	11	12.46	12.46	NUM
cana-4007	98	12	%	%	NOUN
cana-4007	98	13	in	in	ADP
cana-4007	98	14	1994	1994	NUM
cana-4007	98	15	to	to	ADP
cana-4007	98	16	21.35	21.35	NUM
cana-4007	98	17	%	%	NOUN
cana-4007	98	18	in	in	ADP
cana-4007	98	19	2024	2024	NUM
cana-4007	98	20	.	.	PUNCT
cana-4007	99	1	population	population	NOUN
cana-4007	99	2	growth	growth	NOUN
cana-4007	99	3	and	and	CCONJ
cana-4007	99	4	economic	economic	ADJ
cana-4007	99	5	development	development	NOUN
cana-4007	99	6	drove	drive	VERB
cana-4007	99	7	the	the	DET
cana-4007	99	8	increase	increase	NOUN
cana-4007	99	9	in	in	ADP
cana-4007	99	10	urban	urban	ADJ
cana-4007	99	11	areas	area	NOUN
cana-4007	99	12	.	.	PUNCT
cana-4007	100	1	water	water	NOUN
cana-4007	100	2	bodies	body	NOUN
cana-4007	100	3	showed	show	VERB
cana-4007	100	4	a	a	DET
cana-4007	100	5	marginal	marginal	ADJ
cana-4007	100	6	increase	increase	NOUN
cana-4007	100	7	,	,	PUNCT
cana-4007	100	8	rising	rise	VERB
cana-4007	100	9	from	from	ADP
cana-4007	100	10	0.13	0.13	NUM
cana-4007	100	11	%	%	NOUN
cana-4007	100	12	in	in	ADP
cana-4007	100	13	1994	1994	NUM
cana-4007	100	14	to	to	ADP
cana-4007	100	15	0.16	0.16	NUM
cana-4007	100	16	%	%	NOUN
cana-4007	100	17	in	in	ADP
cana-4007	100	18	2024	2024	NUM
cana-4007	100	19	.	.	PUNCT
cana-4007	101	1	the	the	DET
cana-4007	101	2	change	change	NOUN
cana-4007	101	3	may	may	AUX
cana-4007	101	4	be	be	AUX
cana-4007	101	5	due	due	ADJ
cana-4007	101	6	to	to	ADP
cana-4007	101	7	the	the	DET
cana-4007	101	8	improved	improved	ADJ
cana-4007	101	9	water	water	NOUN
cana-4007	101	10	management	management	NOUN
cana-4007	101	11	practices	practice	NOUN
cana-4007	101	12	.	.	PUNCT
cana-4007	102	1	table	table	NOUN
cana-4007	102	2	2	2	NUM
cana-4007	102	3	.	.	PUNCT
cana-4007	102	4	land	land	NOUN
cana-4007	102	5	usage	usage	NOUN
cana-4007	102	6	per	per	ADP
cana-4007	102	7	cent	cent	NOUN
cana-4007	102	8	distributions	distribution	NOUN
cana-4007	102	9	in	in	ADP
cana-4007	102	10	1994	1994	NUM
cana-4007	102	11	and	and	CCONJ
cana-4007	102	12	2024	2024	NUM
cana-4007	102	13	temporal	temporal	ADJ
cana-4007	102	14	state	state	NOUN
cana-4007	102	15	year	year	NOUN
cana-4007	102	16	lan	lan	PROPN
cana-4007	102	17	(	(	PUNCT
cana-4007	102	18	%	%	INTJ
cana-4007	102	19	)	)	PUNCT
cana-4007	102	20	for	for	ADP
cana-4007	102	21	(	(	PUNCT
cana-4007	102	22	%	%	INTJ
cana-4007	102	23	)	)	PUNCT
cana-4007	102	24	urb	urb	PROPN
cana-4007	102	25	(	(	PUNCT
cana-4007	102	26	%	%	INTJ
cana-4007	102	27	)	)	PUNCT
cana-4007	102	28	wat	wat	NOUN
cana-4007	102	29	(	(	PUNCT
cana-4007	102	30	%	%	INTJ
cana-4007	102	31	)	)	PUNCT
cana-4007	102	32	total	total	NOUN
cana-4007	102	33	(	(	PUNCT
cana-4007	102	34	%	%	INTJ
cana-4007	102	35	)	)	PUNCT
cana-4007	102	36	initial	initial	NOUN
cana-4007	102	37	(	(	PUNCT
cana-4007	102	38	i	i	NOUN
cana-4007	102	39	)	)	PUNCT
cana-4007	102	40	1994	1994	NUM
cana-4007	102	41	67.84	67.84	NUM
cana-4007	102	42	19.57	19.57	NUM
cana-4007	102	43	12.46	12.46	NUM
cana-4007	102	44	0.13	0.13	NUM
cana-4007	102	45	100	100	NUM
cana-4007	102	46	final	final	ADJ
cana-4007	102	47	(	(	PUNCT
cana-4007	102	48	f	f	X
cana-4007	102	49	)	)	PUNCT
cana-4007	102	50	2024	2024	NUM
cana-4007	102	51	62.22	62.22	NUM
cana-4007	102	52	16.27	16.27	NUM
cana-4007	102	53	21.35	21.35	NUM
cana-4007	102	54	0.16	0.16	NUM
cana-4007	102	55	100	100	NUM
cana-4007	102	56	δ	δ	NOUN
cana-4007	102	57	%	%	NOUN
cana-4007	102	58	(	(	PUNCT
cana-4007	102	59	f	f	PROPN
cana-4007	102	60	–	–	PUNCT
cana-4007	102	61	i	i	NOUN
cana-4007	102	62	)	)	PUNCT
cana-4007	102	63	-5.62	-5.62	PROPN
cana-4007	102	64	-3.3	-3.3	PROPN
cana-4007	102	65	8.89	8.89	NUM
cana-4007	102	66	0.03	0.03	NUM
cana-4007	102	67	figure	figure	NOUN
cana-4007	102	68	4	4	NUM
cana-4007	102	69	is	be	AUX
cana-4007	102	70	the	the	DET
cana-4007	102	71	change	change	NOUN
cana-4007	102	72	map	map	NOUN
cana-4007	102	73	from	from	ADP
cana-4007	102	74	1994	1994	NUM
cana-4007	102	75	to	to	ADP
cana-4007	102	76	2024	2024	NUM
cana-4007	102	77	,	,	PUNCT
cana-4007	102	78	which	which	PRON
cana-4007	102	79	indicates	indicate	VERB
cana-4007	102	80	the	the	DET
cana-4007	102	81	thirty	thirty	NUM
cana-4007	102	82	-	-	PUNCT
cana-4007	102	83	year	year	NOUN
cana-4007	102	84	land	land	NOUN
cana-4007	102	85	transformation	transformation	NOUN
cana-4007	102	86	.	.	PUNCT
cana-4007	103	1	the	the	DET
cana-4007	103	2	change	change	NOUN
cana-4007	103	3	of	of	ADP
cana-4007	103	4	information	information	NOUN
cana-4007	103	5	is	be	AUX
cana-4007	103	6	used	use	VERB
cana-4007	103	7	to	to	PART
cana-4007	103	8	model	model	VERB
cana-4007	103	9	the	the	DET
cana-4007	103	10	simulated	simulate	VERB
cana-4007	103	11	map	map	NOUN
cana-4007	103	12	in	in	ADP
cana-4007	103	13	2054	2054	NUM
cana-4007	103	14	.	.	PUNCT
cana-4007	104	1	figure	figure	VERB
cana-4007	104	2	4	4	NUM
cana-4007	104	3	:	:	PUNCT
cana-4007	104	4	land	land	NOUN
cana-4007	104	5	classification	classification	NOUN
cana-4007	104	6	change	change	NOUN
cana-4007	104	7	map	map	NOUN
cana-4007	104	8	from	from	ADP
cana-4007	104	9	1994	1994	NUM
cana-4007	104	10	to	to	ADP
cana-4007	104	11	2024	2024	NUM
cana-4007	104	12	communications	communication	NOUN
cana-4007	104	13	on	on	ADP
cana-4007	104	14	applied	apply	VERB
cana-4007	104	15	nonlinear	nonlinear	ADJ
cana-4007	104	16	analysis	analysis	NOUN
cana-4007	104	17	issn	issn	NOUN
cana-4007	104	18	:	:	PUNCT
cana-4007	104	19	1074	1074	NUM
cana-4007	104	20	-	-	PUNCT
cana-4007	104	21	133x	133x	NUM
cana-4007	104	22	vol	vol	NOUN
cana-4007	104	23	32	32	NUM
cana-4007	104	24	no	no	NOUN
cana-4007	104	25	.	.	PUNCT
cana-4007	105	1	9s	9s	NUM
cana-4007	105	2	(	(	PUNCT
cana-4007	105	3	2025	2025	NUM
cana-4007	105	4	)	)	PUNCT
cana-4007	106	1	808	808	NUM
cana-4007	106	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-4007	106	3	state	state	NOUN
cana-4007	106	4	transition	transition	NOUN
cana-4007	106	5	matrix	matrix	NOUN
cana-4007	106	6	(	(	PUNCT
cana-4007	106	7	stm	stm	PROPN
cana-4007	106	8	)	)	PUNCT
cana-4007	106	9	the	the	DET
cana-4007	106	10	stm	stm	PROPN
cana-4007	106	11	has	have	VERB
cana-4007	106	12	transition	transition	NOUN
cana-4007	106	13	elements	element	NOUN
cana-4007	106	14	outlining	outline	VERB
cana-4007	106	15	the	the	DET
cana-4007	106	16	likelihood	likelihood	NOUN
cana-4007	106	17	of	of	ADP
cana-4007	106	18	one	one	NUM
cana-4007	106	19	class	class	NOUN
cana-4007	106	20	transitioning	transition	VERB
cana-4007	106	21	to	to	ADP
cana-4007	106	22	another	another	PRON
cana-4007	106	23	between	between	ADP
cana-4007	106	24	successive	successive	ADJ
cana-4007	106	25	time	time	NOUN
cana-4007	106	26	intervals	interval	NOUN
cana-4007	106	27	.	.	PUNCT
cana-4007	107	1	table	table	NOUN
cana-4007	107	2	3	3	NUM
cana-4007	107	3	is	be	AUX
cana-4007	107	4	the	the	DET
cana-4007	107	5	stm	stm	NOUN
cana-4007	107	6	of	of	ADP
cana-4007	107	7	the	the	DET
cana-4007	107	8	study	study	NOUN
cana-4007	107	9	area	area	NOUN
cana-4007	107	10	maps	map	NOUN
cana-4007	107	11	for	for	ADP
cana-4007	107	12	1994	1994	NUM
cana-4007	107	13	and	and	CCONJ
cana-4007	107	14	2024	2024	NUM
cana-4007	107	15	,	,	PUNCT
cana-4007	107	16	used	use	VERB
cana-4007	107	17	to	to	PART
cana-4007	107	18	predict	predict	VERB
cana-4007	107	19	the	the	DET
cana-4007	107	20	lc	lc	NOUN
cana-4007	107	21	map	map	NOUN
cana-4007	107	22	for	for	ADP
cana-4007	107	23	2054	2054	NUM
cana-4007	107	24	.	.	PUNCT
cana-4007	108	1	overall	overall	ADJ
cana-4007	108	2	accuracy	accuracy	NOUN
cana-4007	108	3	(	(	PUNCT
cana-4007	108	4	oa	oa	INTJ
cana-4007	108	5	)	)	PUNCT
cana-4007	108	6	is	be	AUX
cana-4007	108	7	calculated	calculate	VERB
cana-4007	108	8	by	by	ADP
cana-4007	108	9	summing	sum	VERB
cana-4007	108	10	the	the	DET
cana-4007	108	11	diagonal	diagonal	ADJ
cana-4007	108	12	elements	element	NOUN
cana-4007	108	13	.	.	PUNCT
cana-4007	109	1	the	the	DET
cana-4007	109	2	study	study	NOUN
cana-4007	109	3	,	,	PUNCT
cana-4007	109	4	as	as	ADP
cana-4007	109	5	its	its	PRON
cana-4007	109	6	novelty	novelty	NOUN
cana-4007	109	7	,	,	PUNCT
cana-4007	109	8	treated	treat	VERB
cana-4007	109	9	specific	specific	ADJ
cana-4007	109	10	state	state	NOUN
cana-4007	109	11	transitions	transition	NOUN
cana-4007	109	12	in	in	ADP
cana-4007	109	13	non	non	ADJ
cana-4007	109	14	-	-	ADJ
cana-4007	109	15	diagonal	diagonal	ADJ
cana-4007	109	16	elements	element	NOUN
cana-4007	109	17	as	as	ADP
cana-4007	109	18	valid	valid	ADJ
cana-4007	109	19	transitions	transition	NOUN
cana-4007	109	20	.	.	PUNCT
cana-4007	110	1	transitions	transition	NOUN
cana-4007	110	2	from	from	ADP
cana-4007	110	3	for	for	ADP
cana-4007	110	4	to	to	PART
cana-4007	110	5	lan	lan	NOUN
cana-4007	110	6	or	or	CCONJ
cana-4007	110	7	for	for	ADP
cana-4007	110	8	to	to	PART
cana-4007	110	9	urb	urb	VERB
cana-4007	110	10	are	be	AUX
cana-4007	110	11	valid	valid	ADJ
cana-4007	110	12	examples	example	NOUN
cana-4007	110	13	of	of	ADP
cana-4007	110	14	deforestation	deforestation	NOUN
cana-4007	110	15	to	to	PART
cana-4007	110	16	improve	improve	VERB
cana-4007	110	17	the	the	DET
cana-4007	110	18	model	model	NOUN
cana-4007	110	19	’s	’s	PART
cana-4007	110	20	accuracy	accuracy	NOUN
cana-4007	110	21	.	.	PUNCT
cana-4007	111	1	table	table	NOUN
cana-4007	111	2	3	3	NUM
cana-4007	111	3	.	.	X
cana-4007	111	4	stm	stm	X
cana-4007	111	5	(	(	PUNCT
cana-4007	111	6	1994	1994	NUM
cana-4007	111	7	-	-	SYM
cana-4007	111	8	2024	2024	NUM
cana-4007	111	9	)	)	PUNCT
cana-4007	111	10	for	for	ADP
cana-4007	111	11	predicting	predict	VERB
cana-4007	111	12	land	land	NOUN
cana-4007	111	13	use	use	NOUN
cana-4007	111	14	changes	change	NOUN
cana-4007	111	15	by	by	ADP
cana-4007	111	16	2054	2054	NUM
cana-4007	111	17	final	final	ADJ
cana-4007	111	18	2024	2024	NUM
cana-4007	111	19	(	(	PUNCT
cana-4007	111	20	↓	↓	NOUN
cana-4007	111	21	)	)	PUNCT
cana-4007	111	22	initial	initial	ADJ
cana-4007	111	23	1994	1994	NUM
cana-4007	111	24	(	(	PUNCT
cana-4007	111	25	→	→	NOUN
cana-4007	111	26	)	)	PUNCT
cana-4007	111	27	agr	agr	NOUN
cana-4007	111	28	(	(	PUNCT
cana-4007	111	29	%	%	INTJ
cana-4007	111	30	)	)	PUNCT
cana-4007	111	31	for	for	ADP
cana-4007	111	32	(	(	PUNCT
cana-4007	111	33	%	%	INTJ
cana-4007	111	34	)	)	PUNCT
cana-4007	111	35	urb	urb	PROPN
cana-4007	111	36	(	(	PUNCT
cana-4007	111	37	%	%	INTJ
cana-4007	111	38	)	)	PUNCT
cana-4007	111	39	wat	wat	NOUN
cana-4007	111	40	(	(	PUNCT
cana-4007	111	41	%	%	INTJ
cana-4007	111	42	)	)	PUNCT
cana-4007	111	43	total	total	NOUN
cana-4007	111	44	(	(	PUNCT
cana-4007	111	45	%	%	INTJ
cana-4007	111	46	)	)	PUNCT
cana-4007	111	47	agr	agr	ADP
cana-4007	111	48	41.42	41.42	NUM
cana-4007	111	49	13.51	13.51	NUM
cana-4007	111	50	7.29	7.29	NUM
cana-4007	111	51	0.07	0.07	NUM
cana-4007	111	52	62.22	62.22	NUM
cana-4007	111	53	for	for	ADP
cana-4007	111	54	9.45	9.45	NUM
cana-4007	111	55	4.10	4.10	NUM
cana-4007	111	56	2.68	2.68	NUM
cana-4007	111	57	0.04	0.04	NUM
cana-4007	111	58	16.27	16.27	NUM
cana-4007	111	59	urb	urb	PROPN
cana-4007	111	60	16.98	16.98	NUM
cana-4007	111	61	1.87	1.87	NUM
cana-4007	111	62	2.44	2.44	NUM
cana-4007	111	63	0.005	0.005	NUM
cana-4007	111	64	21.35	21.35	NUM
cana-4007	111	65	wat	wat	NOUN
cana-4007	111	66	0.03	0.03	NUM
cana-4007	111	67	0.06	0.06	NUM
cana-4007	111	68	0.07	0.07	NUM
cana-4007	111	69	0.0001	0.0001	NUM
cana-4007	111	70	0.16	0.16	NUM
cana-4007	111	71	total	total	NOUN
cana-4007	111	72	67.84	67.84	NUM
cana-4007	111	73	19.57	19.57	NUM
cana-4007	111	74	12.46	12.46	NUM
cana-4007	111	75	0.13	0.13	NUM
cana-4007	111	76	100	100	NUM
cana-4007	111	77	ua	ua	NOUN
cana-4007	112	1	[	[	X
cana-4007	112	2	%	%	X
cana-4007	112	3	]	]	X
cana-4007	112	4	66.51	66.51	NUM
cana-4007	112	5	25.17	25.17	NUM
cana-4007	112	6	11.45	11.45	NUM
cana-4007	112	7	0.48	0.48	NUM
cana-4007	112	8	pa	pa	PROPN
cana-4007	113	1	[	[	X
cana-4007	113	2	%	%	X
cana-4007	113	3	]	]	X
cana-4007	113	4	61.02	61.02	NUM
cana-4007	113	5	20.96	20.96	NUM
cana-4007	113	6	19.54	19.54	NUM
cana-4007	113	7	0.65	0.65	NUM
cana-4007	113	8	oa	oa	PROPN
cana-4007	114	1	[	[	X
cana-4007	114	2	%	%	X
cana-4007	114	3	]	]	X
cana-4007	114	4	81.33	81.33	NUM
cana-4007	114	5	kappa	kappa	NOUN
cana-4007	114	6	0.64	0.64	NUM
cana-4007	114	7	validation	validation	NOUN
cana-4007	114	8	the	the	DET
cana-4007	114	9	study	study	NOUN
cana-4007	114	10	selected	select	VERB
cana-4007	114	11	random	random	ADJ
cana-4007	114	12	points	point	NOUN
cana-4007	114	13	to	to	PART
cana-4007	114	14	represent	represent	VERB
cana-4007	114	15	lc	lc	PROPN
cana-4007	114	16	classes	class	NOUN
cana-4007	114	17	,	,	PUNCT
cana-4007	114	18	validated	validate	VERB
cana-4007	114	19	them	they	PRON
cana-4007	114	20	with	with	ADP
cana-4007	114	21	google	google	PROPN
cana-4007	114	22	maps	map	NOUN
cana-4007	114	23	,	,	PUNCT
cana-4007	114	24	and	and	CCONJ
cana-4007	114	25	verified	verify	VERB
cana-4007	114	26	them	they	PRON
cana-4007	114	27	against	against	ADP
cana-4007	114	28	published	publish	VERB
cana-4007	114	29	data	datum	NOUN
cana-4007	114	30	,	,	PUNCT
cana-4007	114	31	as	as	SCONJ
cana-4007	114	32	shown	show	VERB
cana-4007	114	33	in	in	ADP
cana-4007	114	34	table	table	NOUN
cana-4007	114	35	4	4	NUM
cana-4007	114	36	,	,	PUNCT
cana-4007	114	37	including	include	VERB
cana-4007	114	38	government	government	NOUN
cana-4007	114	39	reports	report	NOUN
cana-4007	114	40	from	from	ADP
cana-4007	114	41	2000	2000	NUM
cana-4007	114	42	and	and	CCONJ
cana-4007	114	43	2008	2008	NUM
cana-4007	114	44	.	.	PUNCT
cana-4007	115	1	although	although	SCONJ
cana-4007	115	2	this	this	DET
cana-4007	115	3	approach	approach	NOUN
cana-4007	115	4	has	have	VERB
cana-4007	115	5	limitations	limitation	NOUN
cana-4007	115	6	,	,	PUNCT
cana-4007	115	7	it	it	PRON
cana-4007	115	8	provides	provide	VERB
cana-4007	115	9	a	a	DET
cana-4007	115	10	practical	practical	ADJ
cana-4007	115	11	alternative	alternative	NOUN
cana-4007	115	12	when	when	SCONJ
cana-4007	115	13	field	field	NOUN
cana-4007	115	14	-	-	PUNCT
cana-4007	115	15	based	base	VERB
cana-4007	115	16	data	datum	NOUN
cana-4007	115	17	validation	validation	NOUN
cana-4007	115	18	is	be	AUX
cana-4007	115	19	unavailable	unavailable	ADJ
cana-4007	115	20	.	.	PUNCT
cana-4007	116	1	table	table	NOUN
cana-4007	116	2	4	4	NUM
cana-4007	116	3	.	.	X
cana-4007	117	1	lc	lc	NOUN
cana-4007	117	2	classification	classification	NOUN
cana-4007	117	3	distribution	distribution	NOUN
cana-4007	117	4	(	(	PUNCT
cana-4007	117	5	%	%	INTJ
cana-4007	117	6	)	)	PUNCT
cana-4007	117	7	year	year	NOUN
cana-4007	117	8	source	source	NOUN
cana-4007	117	9	agr	agr	NOUN
cana-4007	117	10	(	(	PUNCT
cana-4007	117	11	%	%	INTJ
cana-4007	117	12	)	)	PUNCT
cana-4007	117	13	for	for	ADP
cana-4007	117	14	(	(	PUNCT
cana-4007	117	15	%	%	INTJ
cana-4007	117	16	)	)	PUNCT
cana-4007	117	17	urb	urb	PROPN
cana-4007	117	18	(	(	PUNCT
cana-4007	117	19	%	%	INTJ
cana-4007	117	20	)	)	PUNCT
cana-4007	117	21	wat	wat	NOUN
cana-4007	117	22	(	(	PUNCT
cana-4007	117	23	%	%	INTJ
cana-4007	117	24	)	)	PUNCT
cana-4007	117	25	total	total	NOUN
cana-4007	117	26	(	(	PUNCT
cana-4007	117	27	%	%	INTJ
cana-4007	117	28	)	)	PUNCT
cana-4007	117	29	1994	1994	NUM
cana-4007	117	30	landsat	landsat	NOUN
cana-4007	117	31	67.84	67.84	NUM
cana-4007	117	32	19.57	19.57	NUM
cana-4007	117	33	12.46	12.46	NUM
cana-4007	117	34	0.13	0.13	NUM
cana-4007	117	35	100	100	NUM
cana-4007	117	36	2000	2000	NUM
cana-4007	117	37	*	*	PUNCT
cana-4007	118	1	gov	gov	PROPN
cana-4007	118	2	.	.	PROPN
cana-4007	118	3	report	report	VERB
cana-4007	118	4	69.79	69.79	NUM
cana-4007	118	5	18.81	18.81	NUM
cana-4007	118	6	10.92	10.92	NUM
cana-4007	118	7	0.58	0.58	NUM
cana-4007	118	8	100	100	NUM
cana-4007	118	9	2008	2008	NUM
cana-4007	118	10	*	*	PUNCT
cana-4007	118	11	gov	gov	PROPN
cana-4007	118	12	.	.	PROPN
cana-4007	118	13	report	report	VERB
cana-4007	118	14	65.57	65.57	NUM
cana-4007	118	15	19.18	19.18	NUM
cana-4007	118	16	15.07	15.07	NUM
cana-4007	118	17	0.16	0.16	NUM
cana-4007	118	18	100	100	NUM
cana-4007	118	19	2024	2024	NUM
cana-4007	118	20	landsat	landsat	NOUN
cana-4007	118	21	62.22	62.22	NUM
cana-4007	118	22	16.27	16.27	NUM
cana-4007	118	23	21.35	21.35	NUM
cana-4007	118	24	0.16	0.16	NUM
cana-4007	118	25	100	100	NUM
cana-4007	118	26	*	*	PUNCT
cana-4007	118	27	department	department	NOUN
cana-4007	118	28	of	of	ADP
cana-4007	118	29	town	town	NOUN
cana-4007	118	30	and	and	CCONJ
cana-4007	118	31	country	country	NOUN
cana-4007	118	32	planning	planning	NOUN
cana-4007	118	33	,	,	PUNCT
cana-4007	118	34	haryana	haryana	PROPN
cana-4007	118	35	.	.	PUNCT
cana-4007	119	1	(	(	PUNCT
cana-4007	119	2	[	[	X
cana-4007	119	3	20	20	NUM
cana-4007	119	4	]	]	SYM
cana-4007	119	5	)	)	PUNCT
cana-4007	119	6	accuracy	accuracy	NOUN
cana-4007	119	7	assessment	assessment	NOUN
cana-4007	119	8	accuracy	accuracy	NOUN
cana-4007	119	9	assessment	assessment	NOUN
cana-4007	119	10	ensures	ensure	VERB
cana-4007	119	11	models	model	NOUN
cana-4007	119	12	reflect	reflect	VERB
cana-4007	119	13	near	near	ADP
cana-4007	119	14	real	real	ADJ
cana-4007	119	15	-	-	PUNCT
cana-4007	119	16	world	world	NOUN
cana-4007	119	17	conditions	condition	NOUN
cana-4007	119	18	.	.	PUNCT
cana-4007	120	1	it	it	PRON
cana-4007	120	2	minimizes	minimize	VERB
cana-4007	120	3	decision	decision	NOUN
cana-4007	120	4	errors	error	NOUN
cana-4007	120	5	to	to	PART
cana-4007	120	6	reduce	reduce	VERB
cana-4007	120	7	economic	economic	ADJ
cana-4007	120	8	and	and	CCONJ
cana-4007	120	9	environmental	environmental	ADJ
cana-4007	120	10	risks	risk	NOUN
cana-4007	120	11	.	.	PUNCT
cana-4007	121	1	a	a	DET
cana-4007	121	2	reliable	reliable	ADJ
cana-4007	121	3	classification	classification	NOUN
cana-4007	121	4	model	model	NOUN
cana-4007	121	5	can	can	AUX
cana-4007	121	6	be	be	AUX
cana-4007	121	7	applied	apply	VERB
cana-4007	121	8	to	to	ADP
cana-4007	121	9	other	other	ADJ
cana-4007	121	10	regions	region	NOUN
cana-4007	121	11	with	with	ADP
cana-4007	121	12	minimal	minimal	ADJ
cana-4007	121	13	reconfiguration	reconfiguration	NOUN
cana-4007	121	14	,	,	PUNCT
cana-4007	121	15	ensuring	ensure	VERB
cana-4007	121	16	transferability	transferability	NOUN
cana-4007	121	17	.	.	PUNCT
cana-4007	122	1	this	this	DET
cana-4007	122	2	study	study	NOUN
cana-4007	122	3	predicts	predict	VERB
cana-4007	122	4	the	the	DET
cana-4007	122	5	lc	lc	PROPN
cana-4007	122	6	classification	classification	NOUN
cana-4007	122	7	map	map	NOUN
cana-4007	122	8	2054	2054	NUM
cana-4007	122	9	using	use	VERB
cana-4007	122	10	the	the	DET
cana-4007	122	11	ann	ann	PROPN
cana-4007	122	12	-	-	PUNCT
cana-4007	122	13	mlp	mlp	PROPN
cana-4007	122	14	algorithm	algorithm	NOUN
cana-4007	122	15	[	[	X
cana-4007	122	16	21	21	NUM
cana-4007	122	17	]	]	PUNCT
cana-4007	122	18	,	,	PUNCT
cana-4007	122	19	with	with	ADP
cana-4007	122	20	parametric	parametric	ADJ
cana-4007	122	21	values	value	NOUN
cana-4007	122	22	in	in	ADP
cana-4007	122	23	table	table	NOUN
cana-4007	122	24	5	5	NUM
cana-4007	122	25	.	.	PUNCT
cana-4007	123	1	the	the	DET
cana-4007	123	2	moluse	moluse	ADJ
cana-4007	123	3	plug	plug	NOUN
cana-4007	123	4	-	-	PUNCT
cana-4007	123	5	in	in	NOUN
cana-4007	123	6	of	of	ADP
cana-4007	123	7	qgis	qgis	NOUN
cana-4007	123	8	derived	derive	VERB
cana-4007	123	9	trained	train	VERB
cana-4007	123	10	data	datum	NOUN
cana-4007	123	11	in	in	ADP
cana-4007	123	12	1994	1994	NUM
cana-4007	123	13	and	and	CCONJ
cana-4007	123	14	2024	2024	NUM
cana-4007	123	15	to	to	PART
cana-4007	123	16	simulate	simulate	VERB
cana-4007	123	17	trends	trend	NOUN
cana-4007	123	18	in	in	ADP
cana-4007	123	19	2054	2054	NUM
cana-4007	123	20	,	,	PUNCT
cana-4007	123	21	which	which	PRON
cana-4007	123	22	is	be	AUX
cana-4007	123	23	essential	essential	ADJ
cana-4007	123	24	for	for	ADP
cana-4007	123	25	understanding	understanding	NOUN
cana-4007	123	26	and	and	CCONJ
cana-4007	123	27	predicting	predict	VERB
cana-4007	123	28	land	land	NOUN
cana-4007	123	29	cover	cover	NOUN
cana-4007	123	30	changes	change	NOUN
cana-4007	123	31	.	.	PUNCT
cana-4007	124	1	communications	communication	NOUN
cana-4007	124	2	on	on	ADP
cana-4007	124	3	applied	apply	VERB
cana-4007	124	4	nonlinear	nonlinear	ADJ
cana-4007	124	5	analysis	analysis	NOUN
cana-4007	124	6	issn	issn	NOUN
cana-4007	124	7	:	:	PUNCT
cana-4007	124	8	1074	1074	NUM
cana-4007	124	9	-	-	PUNCT
cana-4007	124	10	133x	133x	NUM
cana-4007	124	11	vol	vol	NOUN
cana-4007	124	12	32	32	NUM
cana-4007	124	13	no	no	NOUN
cana-4007	124	14	.	.	PUNCT
cana-4007	125	1	9s	9s	NUM
cana-4007	125	2	(	(	PUNCT
cana-4007	125	3	2025	2025	NUM
cana-4007	125	4	)	)	PUNCT
cana-4007	125	5	809	809	NUM
cana-4007	126	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4007	126	2	table	table	NOUN
cana-4007	126	3	5	5	NUM
cana-4007	126	4	.	.	PUNCT
cana-4007	126	5	model	model	NOUN
cana-4007	126	6	configuration	configuration	NOUN
cana-4007	126	7	parameters	parameter	NOUN
cana-4007	126	8	used	use	VERB
cana-4007	126	9	in	in	ADP
cana-4007	126	10	ann	ann	PROPN
cana-4007	126	11	–	–	PUNCT
cana-4007	126	12	mlp	mlp	NOUN
cana-4007	126	13	parameter	parameter	NOUN
cana-4007	126	14	value	value	NOUN
cana-4007	126	15	neighborhood	neighborhood	NOUN
cana-4007	126	16	(	(	PUNCT
cana-4007	126	17	pixel	pixel	PROPN
cana-4007	126	18	)	)	PUNCT
cana-4007	126	19	1	1	NUM
cana-4007	127	1	learning	learning	NOUN
cana-4007	127	2	rate	rate	NOUN
cana-4007	127	3	0.1	0.1	NUM
cana-4007	127	4	maximum	maximum	ADJ
cana-4007	127	5	iterations	iteration	NOUN
cana-4007	127	6	1000	1000	NUM
cana-4007	127	7	hidden	hide	VERB
cana-4007	127	8	layers	layer	NOUN
cana-4007	127	9	10	10	NUM
cana-4007	127	10	momentum	momentum	NOUN
cana-4007	127	11	0.05	0.05	NUM
cana-4007	127	12	number	number	NOUN
cana-4007	127	13	of	of	ADP
cana-4007	127	14	simulation	simulation	NOUN
cana-4007	127	15	iterations	iteration	VERB
cana-4007	127	16	5	5	NUM
cana-4007	127	17	the	the	DET
cana-4007	127	18	configuration	configuration	NOUN
cana-4007	127	19	parameters	parameter	NOUN
cana-4007	127	20	are	be	AUX
cana-4007	127	21	effective	effective	ADJ
cana-4007	127	22	in	in	ADP
cana-4007	127	23	learning	learning	NOUN
cana-4007	127	24	,	,	PUNCT
cana-4007	127	25	model	model	NOUN
cana-4007	127	26	convergence	convergence	NOUN
cana-4007	127	27	,	,	PUNCT
cana-4007	127	28	and	and	CCONJ
cana-4007	127	29	prediction	prediction	NOUN
cana-4007	127	30	.	.	PUNCT
cana-4007	128	1	neighborhood	neighborhood	NOUN
cana-4007	128	2	(	(	PUNCT
cana-4007	128	3	pixel	pixel	PROPN
cana-4007	128	4	)	)	PUNCT
cana-4007	128	5	=	=	SYM
cana-4007	128	6	1	1	NUM
cana-4007	128	7	processes	process	VERB
cana-4007	128	8	the	the	DET
cana-4007	128	9	spectral	spectral	ADJ
cana-4007	128	10	characteristics	characteristic	NOUN
cana-4007	128	11	of	of	ADP
cana-4007	128	12	individual	individual	ADJ
cana-4007	128	13	pixels	pixel	NOUN
cana-4007	128	14	.	.	PUNCT
cana-4007	129	1	learning	learn	VERB
cana-4007	129	2	rate	rate	NOUN
cana-4007	129	3	=	=	NOUN
cana-4007	129	4	0.1	0.1	NUM
cana-4007	129	5	avoids	avoid	VERB
cana-4007	129	6	overshooting	overshoot	VERB
cana-4007	129	7	the	the	DET
cana-4007	129	8	optimal	optimal	ADJ
cana-4007	129	9	solution	solution	NOUN
cana-4007	129	10	with	with	ADP
cana-4007	129	11	stable	stable	ADJ
cana-4007	129	12	weight	weight	NOUN
cana-4007	129	13	updates	update	NOUN
cana-4007	129	14	during	during	ADP
cana-4007	129	15	backpropagation	backpropagation	NOUN
cana-4007	129	16	.	.	PUNCT
cana-4007	130	1	maximum	maximum	ADJ
cana-4007	130	2	iterations	iteration	NOUN
cana-4007	130	3	=	=	SYM
cana-4007	130	4	1000	1000	NUM
cana-4007	130	5	ensures	ensure	VERB
cana-4007	130	6	sufficient	sufficient	ADJ
cana-4007	130	7	time	time	NOUN
cana-4007	130	8	for	for	SCONJ
cana-4007	130	9	the	the	DET
cana-4007	130	10	model	model	NOUN
cana-4007	130	11	to	to	PART
cana-4007	130	12	learn	learn	VERB
cana-4007	130	13	the	the	DET
cana-4007	130	14	input	input	NOUN
cana-4007	130	15	data	data	NOUN
cana-4007	130	16	patterns	pattern	NOUN
cana-4007	130	17	and	and	CCONJ
cana-4007	130	18	avoid	avoid	VERB
cana-4007	130	19	premature	premature	ADJ
cana-4007	130	20	termination	termination	NOUN
cana-4007	130	21	.	.	PUNCT
cana-4007	131	1	hidden	hide	VERB
cana-4007	131	2	layers	layer	NOUN
cana-4007	131	3	=	=	SYM
cana-4007	131	4	10	10	NUM
cana-4007	131	5	captures	capture	VERB
cana-4007	131	6	the	the	DET
cana-4007	131	7	nonlinear	nonlinear	ADJ
cana-4007	131	8	relationships	relationship	NOUN
cana-4007	131	9	between	between	ADP
cana-4007	131	10	spectral	spectral	ADJ
cana-4007	131	11	signatures	signature	NOUN
cana-4007	131	12	of	of	ADP
cana-4007	131	13	land	land	NOUN
cana-4007	131	14	cover	cover	NOUN
cana-4007	131	15	classes	class	NOUN
cana-4007	131	16	for	for	ADP
cana-4007	131	17	extracting	extract	VERB
cana-4007	131	18	higher	high	ADJ
cana-4007	131	19	-	-	PUNCT
cana-4007	131	20	order	order	NOUN
cana-4007	131	21	features	feature	NOUN
cana-4007	131	22	.	.	PUNCT
cana-4007	132	1	momentum	momentum	NOUN
cana-4007	132	2	=	=	SYM
cana-4007	132	3	0.5	0.5	NUM
cana-4007	132	4	smoothens	smoothen	VERB
cana-4007	132	5	the	the	DET
cana-4007	132	6	optimization	optimization	NOUN
cana-4007	132	7	process	process	NOUN
cana-4007	132	8	,	,	PUNCT
cana-4007	132	9	ensuring	ensure	VERB
cana-4007	132	10	stability	stability	NOUN
cana-4007	132	11	during	during	ADP
cana-4007	132	12	weight	weight	NOUN
cana-4007	132	13	updates	update	NOUN
cana-4007	132	14	without	without	ADP
cana-4007	132	15	overriding	override	VERB
cana-4007	132	16	the	the	DET
cana-4007	132	17	effect	effect	NOUN
cana-4007	132	18	of	of	ADP
cana-4007	132	19	the	the	DET
cana-4007	132	20	learning	learning	NOUN
cana-4007	132	21	rate	rate	NOUN
cana-4007	132	22	.	.	PUNCT
cana-4007	133	1	the	the	DET
cana-4007	133	2	spatial	spatial	ADJ
cana-4007	133	3	accuracy	accuracy	NOUN
cana-4007	133	4	assessment	assessment	NOUN
cana-4007	133	5	used	use	VERB
cana-4007	133	6	random	random	ADJ
cana-4007	133	7	sampling	sampling	NOUN
cana-4007	133	8	across	across	ADP
cana-4007	133	9	all	all	DET
cana-4007	133	10	lc	lc	NOUN
cana-4007	133	11	classifications	classification	NOUN
cana-4007	133	12	to	to	PART
cana-4007	133	13	ensure	ensure	VERB
cana-4007	133	14	balanced	balanced	ADJ
cana-4007	133	15	representation	representation	NOUN
cana-4007	133	16	.	.	PUNCT
cana-4007	134	1	the	the	DET
cana-4007	134	2	matrices	matrix	NOUN
cana-4007	134	3	like	like	ADP
cana-4007	134	4	kappa	kappa	NOUN
cana-4007	134	5	(	(	PUNCT
cana-4007	134	6	0.993	0.993	NUM
cana-4007	134	7	)	)	PUNCT
cana-4007	134	8	assessed	assess	VERB
cana-4007	134	9	spatial	spatial	ADJ
cana-4007	134	10	misclassifications	misclassification	NOUN
cana-4007	134	11	and	and	CCONJ
cana-4007	134	12	validated	validate	VERB
cana-4007	134	13	between	between	ADP
cana-4007	134	14	predicted	predict	VERB
cana-4007	134	15	and	and	CCONJ
cana-4007	134	16	reference	reference	NOUN
cana-4007	134	17	classifications	classification	NOUN
cana-4007	134	18	.	.	PUNCT
cana-4007	135	1	the	the	DET
cana-4007	135	2	minimum	minimum	ADJ
cana-4007	135	3	validation	validation	NOUN
cana-4007	135	4	error	error	NOUN
cana-4007	135	5	(	(	PUNCT
cana-4007	135	6	0.00007	0.00007	NUM
cana-4007	135	7	)	)	PUNCT
cana-4007	135	8	indicates	indicate	VERB
cana-4007	135	9	that	that	SCONJ
cana-4007	135	10	the	the	DET
cana-4007	135	11	model	model	NOUN
cana-4007	135	12	generalizes	generalize	VERB
cana-4007	135	13	well	well	ADV
cana-4007	135	14	to	to	ADP
cana-4007	135	15	unseen	unseen	ADJ
cana-4007	135	16	data	datum	NOUN
cana-4007	135	17	.	.	PUNCT
cana-4007	136	1	table	table	NOUN
cana-4007	136	2	6	6	NUM
cana-4007	136	3	shows	show	VERB
cana-4007	136	4	transitions	transition	NOUN
cana-4007	136	5	between	between	ADP
cana-4007	136	6	2024	2024	NUM
cana-4007	136	7	and	and	CCONJ
cana-4007	136	8	2054	2054	NUM
cana-4007	136	9	(	(	PUNCT
cana-4007	136	10	simulated	simulated	ADJ
cana-4007	136	11	)	)	PUNCT
cana-4007	136	12	.	.	PUNCT
cana-4007	137	1	table	table	NOUN
cana-4007	137	2	6	6	NUM
cana-4007	137	3	.	.	PUNCT
cana-4007	137	4	transition	transition	NOUN
cana-4007	137	5	matrix	matrix	NOUN
cana-4007	137	6	comparing	compare	VERB
cana-4007	137	7	2024	2024	NUM
cana-4007	137	8	with	with	ADP
cana-4007	137	9	2054	2054	NUM
cana-4007	137	10	(	(	PUNCT
cana-4007	137	11	simulated	simulated	ADJ
cana-4007	137	12	)	)	PUNCT
cana-4007	137	13	initial	initial	ADJ
cana-4007	137	14	2024	2024	NUM
cana-4007	137	15	(	(	PUNCT
cana-4007	137	16	→	→	NOUN
cana-4007	137	17	)	)	PUNCT
cana-4007	137	18	final	final	ADJ
cana-4007	137	19	2054	2054	NUM
cana-4007	137	20	(	(	PUNCT
cana-4007	137	21	↓	↓	NOUN
cana-4007	137	22	)	)	PUNCT
cana-4007	138	1	agr	agr	NOUN
cana-4007	138	2	(	(	PUNCT
cana-4007	138	3	%	%	INTJ
cana-4007	138	4	)	)	PUNCT
cana-4007	138	5	for	for	ADP
cana-4007	138	6	(	(	PUNCT
cana-4007	138	7	%	%	INTJ
cana-4007	138	8	)	)	PUNCT
cana-4007	138	9	urb	urb	PROPN
cana-4007	138	10	(	(	PUNCT
cana-4007	138	11	%	%	INTJ
cana-4007	138	12	)	)	PUNCT
cana-4007	138	13	wat	wat	NOUN
cana-4007	138	14	(	(	PUNCT
cana-4007	138	15	%	%	INTJ
cana-4007	138	16	)	)	PUNCT
cana-4007	138	17	total	total	NOUN
cana-4007	138	18	(	(	PUNCT
cana-4007	138	19	%	%	INTJ
cana-4007	138	20	)	)	PUNCT
cana-4007	138	21	agr	agr	NOUN
cana-4007	138	22	62.25	62.25	NUM
cana-4007	138	23	0.03	0.03	NUM
cana-4007	138	24	0.0075	0.0075	NUM
cana-4007	138	25	0.0021	0.0021	NUM
cana-4007	138	26	62.29	62.29	NUM
cana-4007	138	27	for	for	ADP
cana-4007	138	28	0.01	0.01	NUM
cana-4007	138	29	14.53	14.53	NUM
cana-4007	138	30	0.03	0.03	NUM
cana-4007	138	31	0.0024	0.0024	NUM
cana-4007	138	32	14.59	14.59	NUM
cana-4007	138	33	urb	urb	PROPN
cana-4007	138	34	0.007	0.007	NUM
cana-4007	138	35	1.71	1.71	NUM
cana-4007	138	36	21.24	21.24	NUM
cana-4007	138	37	0.0182	0.0182	NUM
cana-4007	138	38	22.98	22.98	NUM
cana-4007	138	39	wat	wat	VERB
cana-4007	138	40	0.0019	0.0019	NUM
cana-4007	138	41	0.001	0.001	NUM
cana-4007	138	42	0.0006	0.0006	NUM
cana-4007	138	43	0.13	0.13	NUM
cana-4007	138	44	0.14	0.14	NUM
cana-4007	138	45	total	total	NOUN
cana-4007	138	46	62.22	62.22	NUM
cana-4007	138	47	16.27	16.27	NUM
cana-4007	138	48	21.35	21.35	NUM
cana-4007	138	49	0.16	0.16	NUM
cana-4007	138	50	100	100	NUM
cana-4007	138	51	ua	ua	NOUN
cana-4007	139	1	[	[	X
cana-4007	139	2	%	%	X
cana-4007	139	3	]	]	X
cana-4007	139	4	99.95	99.95	NUM
cana-4007	139	5	99.77	99.77	NUM
cana-4007	139	6	99.96	99.96	NUM
cana-4007	139	7	98.29	98.29	NUM
cana-4007	139	8	pa	pa	PROPN
cana-4007	140	1	[	[	X
cana-4007	140	2	%	%	X
cana-4007	140	3	]	]	X
cana-4007	140	4	99.97	99.97	NUM
cana-4007	140	5	89.53	89.53	NUM
cana-4007	140	6	99.96	99.96	NUM
cana-4007	140	7	99.97	99.97	NUM
cana-4007	140	8	oa	oa	ADP
cana-4007	140	9	98.25	98.25	NUM
cana-4007	140	10	%	%	NOUN
cana-4007	140	11	(	(	PUNCT
cana-4007	140	12	correctly	correctly	ADV
cana-4007	140	13	classified	classified	ADJ
cana-4007	140	14	pixel	pixel	PROPN
cana-4007	140	15	/	/	SYM
cana-4007	140	16	total	total	ADJ
cana-4007	140	17	pixels	pixel	NOUN
cana-4007	140	18	)	)	PUNCT
cana-4007	140	19	kappa	kappa	NOUN
cana-4007	140	20	0.96	0.96	NUM
cana-4007	140	21	(	(	PUNCT
cana-4007	140	22	probability	probability	NOUN
cana-4007	140	23	of	of	ADP
cana-4007	140	24	chance	chance	NOUN
cana-4007	140	25	agreement	agreement	NOUN
cana-4007	140	26	)	)	PUNCT
cana-4007	140	27	it	it	PRON
cana-4007	140	28	captures	capture	VERB
cana-4007	140	29	changes	change	NOUN
cana-4007	140	30	predicted	predict	VERB
cana-4007	140	31	after	after	ADP
cana-4007	140	32	30	30	NUM
cana-4007	140	33	years	year	NOUN
cana-4007	140	34	,	,	PUNCT
cana-4007	140	35	acknowledging	acknowledge	VERB
cana-4007	140	36	a	a	DET
cana-4007	140	37	finer	fine	ADJ
cana-4007	140	38	spatial	spatial	ADJ
cana-4007	140	39	or	or	CCONJ
cana-4007	140	40	temporal	temporal	ADJ
cana-4007	140	41	detail	detail	NOUN
cana-4007	140	42	might	might	AUX
cana-4007	140	43	be	be	AUX
cana-4007	140	44	required	require	VERB
cana-4007	140	45	for	for	ADP
cana-4007	140	46	localized	localized	ADJ
cana-4007	140	47	studies	study	NOUN
cana-4007	140	48	and	and	CCONJ
cana-4007	140	49	applications	application	NOUN
cana-4007	140	50	[	[	X
cana-4007	140	51	22	22	NUM
cana-4007	140	52	]	]	PUNCT
cana-4007	140	53	.	.	PUNCT
cana-4007	141	1	the	the	DET
cana-4007	141	2	vast	vast	ADJ
cana-4007	141	3	area	area	NOUN
cana-4007	141	4	covered	cover	VERB
cana-4007	141	5	has	have	VERB
cana-4007	141	6	limitations	limitation	NOUN
cana-4007	141	7	of	of	ADP
cana-4007	141	8	ground	ground	NOUN
cana-4007	141	9	truth	truth	NOUN
cana-4007	141	10	data	datum	NOUN
cana-4007	141	11	and	and	CCONJ
cana-4007	141	12	the	the	DET
cana-4007	141	13	availability	availability	NOUN
cana-4007	141	14	of	of	ADP
cana-4007	141	15	open	open	ADJ
cana-4007	141	16	-	-	PUNCT
cana-4007	141	17	source	source	NOUN
cana-4007	141	18	high	high	ADJ
cana-4007	141	19	-	-	PUNCT
cana-4007	141	20	resolution	resolution	NOUN
cana-4007	141	21	satellite	satellite	NOUN
cana-4007	141	22	images	image	NOUN
cana-4007	141	23	to	to	PART
cana-4007	141	24	substantiate	substantiate	VERB
cana-4007	141	25	model	model	NOUN
cana-4007	141	26	training	training	NOUN
cana-4007	141	27	.	.	PUNCT
cana-4007	142	1	figure	figure	NOUN
cana-4007	142	2	5	5	NUM
cana-4007	142	3	is	be	AUX
cana-4007	142	4	the	the	DET
cana-4007	142	5	lc	lc	NOUN
cana-4007	142	6	map	map	NOUN
cana-4007	142	7	of	of	ADP
cana-4007	142	8	the	the	DET
cana-4007	142	9	study	study	NOUN
cana-4007	142	10	area	area	NOUN
cana-4007	142	11	2054	2054	NUM
cana-4007	142	12	(	(	PUNCT
cana-4007	142	13	simulated	simulate	VERB
cana-4007	142	14	)	)	PUNCT
cana-4007	142	15	.	.	PUNCT
cana-4007	143	1	it	it	PRON
cana-4007	143	2	can	can	AUX
cana-4007	143	3	provide	provide	VERB
cana-4007	143	4	input	input	NOUN
cana-4007	143	5	to	to	PART
cana-4007	143	6	balance	balance	VERB
cana-4007	143	7	the	the	DET
cana-4007	143	8	communications	communication	NOUN
cana-4007	143	9	on	on	ADP
cana-4007	143	10	applied	apply	VERB
cana-4007	143	11	nonlinear	nonlinear	ADJ
cana-4007	143	12	analysis	analysis	NOUN
cana-4007	143	13	issn	issn	NOUN
cana-4007	143	14	:	:	PUNCT
cana-4007	143	15	1074	1074	NUM
cana-4007	143	16	-	-	PUNCT
cana-4007	143	17	133x	133x	NUM
cana-4007	143	18	vol	vol	NOUN
cana-4007	143	19	32	32	NUM
cana-4007	143	20	no	no	NOUN
cana-4007	143	21	.	.	PUNCT
cana-4007	144	1	9s	9s	NUM
cana-4007	144	2	(	(	PUNCT
cana-4007	144	3	2025	2025	NUM
cana-4007	144	4	)	)	PUNCT
cana-4007	144	5	810	810	NUM
cana-4007	145	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4007	145	2	need	need	VERB
cana-4007	145	3	to	to	PART
cana-4007	145	4	preserve	preserve	VERB
cana-4007	145	5	natural	natural	ADJ
cana-4007	145	6	resources	resource	NOUN
cana-4007	145	7	for	for	ADP
cana-4007	145	8	sustainability	sustainability	NOUN
cana-4007	145	9	[	[	X
cana-4007	145	10	23	23	NUM
cana-4007	145	11	]	]	PUNCT
cana-4007	145	12	.	.	PUNCT
cana-4007	146	1	the	the	DET
cana-4007	146	2	reduction	reduction	NOUN
cana-4007	146	3	in	in	ADP
cana-4007	146	4	water	water	NOUN
cana-4007	146	5	bodies	body	NOUN
cana-4007	146	6	is	be	AUX
cana-4007	146	7	minor	minor	ADJ
cana-4007	146	8	.	.	PUNCT
cana-4007	147	1	the	the	DET
cana-4007	147	2	changes	change	NOUN
cana-4007	147	3	in	in	ADP
cana-4007	147	4	the	the	DET
cana-4007	147	5	lc	lc	NOUN
cana-4007	147	6	patterns	pattern	NOUN
cana-4007	147	7	might	might	AUX
cana-4007	147	8	bring	bring	VERB
cana-4007	147	9	economic	economic	ADJ
cana-4007	147	10	benefits	benefit	NOUN
cana-4007	147	11	but	but	CCONJ
cana-4007	147	12	pose	pose	VERB
cana-4007	147	13	infrastructure	infrastructure	NOUN
cana-4007	147	14	challenges	challenge	NOUN
cana-4007	147	15	[	[	X
cana-4007	147	16	24	24	NUM
cana-4007	147	17	]	]	PUNCT
cana-4007	147	18	.	.	PUNCT
cana-4007	148	1	figure	figure	NOUN
cana-4007	148	2	5	5	NUM
cana-4007	148	3	.	.	PUNCT
cana-4007	149	1	lc	lc	NOUN
cana-4007	149	2	classification	classification	NOUN
cana-4007	149	3	of	of	ADP
cana-4007	149	4	predicted	predict	VERB
cana-4007	149	5	map	map	NOUN
cana-4007	149	6	(	(	PUNCT
cana-4007	149	7	2054	2054	NUM
cana-4007	149	8	)	)	PUNCT
cana-4007	149	9	accuracy	accuracy	NOUN
cana-4007	149	10	assessment	assessment	NOUN
cana-4007	149	11	has	have	VERB
cana-4007	149	12	a	a	DET
cana-4007	149	13	few	few	ADJ
cana-4007	149	14	challenges	challenge	NOUN
cana-4007	149	15	.	.	PUNCT
cana-4007	150	1	similar	similar	ADJ
cana-4007	150	2	spectral	spectral	ADJ
cana-4007	150	3	signatures	signature	NOUN
cana-4007	150	4	of	of	ADP
cana-4007	150	5	lc	lc	NOUN
cana-4007	150	6	types	type	NOUN
cana-4007	150	7	may	may	AUX
cana-4007	150	8	cause	cause	VERB
cana-4007	150	9	misclassification	misclassification	NOUN
cana-4007	150	10	,	,	PUNCT
cana-4007	150	11	as	as	SCONJ
cana-4007	150	12	pixels	pixel	NOUN
cana-4007	150	13	may	may	AUX
cana-4007	150	14	contain	contain	VERB
cana-4007	150	15	multiple	multiple	ADJ
cana-4007	150	16	types	type	NOUN
cana-4007	150	17	,	,	PUNCT
cana-4007	150	18	reducing	reduce	VERB
cana-4007	150	19	precision	precision	NOUN
cana-4007	150	20	[	[	X
cana-4007	150	21	25	25	NUM
cana-4007	150	22	]	]	PUNCT
cana-4007	150	23	.	.	PUNCT
cana-4007	151	1	imbalanced	imbalanced	ADJ
cana-4007	151	2	lc	lc	PROPN
cana-4007	151	3	classes	class	NOUN
cana-4007	151	4	affect	affect	VERB
cana-4007	151	5	the	the	DET
cana-4007	151	6	model	model	NOUN
cana-4007	151	7	accuracy	accuracy	NOUN
cana-4007	151	8	.	.	PUNCT
cana-4007	152	1	imbalanced	imbalanced	ADJ
cana-4007	152	2	lc	lc	PROPN
cana-4007	152	3	classes	class	NOUN
cana-4007	152	4	occur	occur	VERB
cana-4007	152	5	when	when	SCONJ
cana-4007	152	6	some	some	DET
cana-4007	152	7	land	land	NOUN
cana-4007	152	8	cover	cover	NOUN
cana-4007	152	9	types	type	NOUN
cana-4007	152	10	have	have	VERB
cana-4007	152	11	more	more	ADJ
cana-4007	152	12	samples	sample	NOUN
cana-4007	152	13	,	,	PUNCT
cana-4007	152	14	leading	lead	VERB
cana-4007	152	15	to	to	ADP
cana-4007	152	16	biased	biased	ADJ
cana-4007	152	17	models	model	NOUN
cana-4007	152	18	[	[	X
cana-4007	152	19	26	26	NUM
cana-4007	152	20	]	]	PUNCT
cana-4007	152	21	.	.	PUNCT
cana-4007	153	1	temporal	temporal	ADJ
cana-4007	153	2	variability	variability	NOUN
cana-4007	153	3	due	due	ADP
cana-4007	153	4	to	to	ADP
cana-4007	153	5	seasonal	seasonal	ADJ
cana-4007	153	6	changes	change	NOUN
cana-4007	153	7	can	can	AUX
cana-4007	153	8	alter	alter	VERB
cana-4007	153	9	land	land	NOUN
cana-4007	153	10	cover	cover	NOUN
cana-4007	153	11	appearance	appearance	NOUN
cana-4007	153	12	,	,	PUNCT
cana-4007	153	13	leading	lead	VERB
cana-4007	153	14	to	to	ADP
cana-4007	153	15	misclassification	misclassification	NOUN
cana-4007	153	16	.	.	PUNCT
cana-4007	154	1	the	the	DET
cana-4007	154	2	referenced	referenced	ADJ
cana-4007	154	3	data	data	NOUN
cana-4007	154	4	errors	error	NOUN
cana-4007	154	5	in	in	ADP
cana-4007	154	6	ground	ground	NOUN
cana-4007	154	7	truth	truth	NOUN
cana-4007	154	8	data	datum	NOUN
cana-4007	154	9	can	can	AUX
cana-4007	154	10	lead	lead	VERB
cana-4007	154	11	to	to	ADP
cana-4007	154	12	incorrect	incorrect	ADJ
cana-4007	154	13	accuracy	accuracy	NOUN
cana-4007	154	14	assessments	assessment	NOUN
cana-4007	154	15	.	.	PUNCT
cana-4007	155	1	integrated	integrate	VERB
cana-4007	155	2	techniques	technique	NOUN
cana-4007	155	3	in	in	ADP
cana-4007	155	4	ml	ml	NOUN
cana-4007	155	5	,	,	PUNCT
cana-4007	155	6	feature	feature	NOUN
cana-4007	155	7	reduction	reduction	NOUN
cana-4007	155	8	methods	method	NOUN
cana-4007	155	9	,	,	PUNCT
cana-4007	155	10	and	and	CCONJ
cana-4007	155	11	highquality	highquality	NOUN
cana-4007	155	12	reference	reference	NOUN
cana-4007	155	13	data	datum	NOUN
cana-4007	155	14	can	can	AUX
cana-4007	155	15	improve	improve	VERB
cana-4007	155	16	classification	classification	NOUN
cana-4007	155	17	precision	precision	NOUN
cana-4007	155	18	,	,	PUNCT
cana-4007	155	19	leading	lead	VERB
cana-4007	155	20	to	to	ADP
cana-4007	155	21	more	more	ADV
cana-4007	155	22	reliable	reliable	ADJ
cana-4007	155	23	land	land	NOUN
cana-4007	155	24	management	management	NOUN
cana-4007	155	25	decisions	decision	NOUN
cana-4007	155	26	.	.	PUNCT
cana-4007	156	1	5	5	NUM
cana-4007	156	2	discussion	discussion	NOUN
cana-4007	156	3	the	the	DET
cana-4007	156	4	findings	finding	NOUN
cana-4007	156	5	reveal	reveal	VERB
cana-4007	156	6	key	key	ADJ
cana-4007	156	7	trends	trend	NOUN
cana-4007	156	8	in	in	ADP
cana-4007	156	9	land	land	NOUN
cana-4007	156	10	cover	cover	NOUN
cana-4007	156	11	changes	change	NOUN
cana-4007	156	12	and	and	CCONJ
cana-4007	156	13	their	their	PRON
cana-4007	156	14	impact	impact	NOUN
cana-4007	156	15	on	on	ADP
cana-4007	156	16	sustainability	sustainability	NOUN
cana-4007	156	17	.	.	PUNCT
cana-4007	157	1	comparing	compare	VERB
cana-4007	157	2	results	result	NOUN
cana-4007	157	3	with	with	ADP
cana-4007	157	4	existing	exist	VERB
cana-4007	157	5	data	datum	NOUN
cana-4007	157	6	helps	help	VERB
cana-4007	157	7	assess	assess	VERB
cana-4007	157	8	model	model	NOUN
cana-4007	157	9	accuracy	accuracy	NOUN
cana-4007	157	10	in	in	ADP
cana-4007	157	11	integrating	integrate	VERB
cana-4007	157	12	green	green	ADJ
cana-4007	157	13	technology	technology	NOUN
cana-4007	157	14	to	to	PART
cana-4007	157	15	improve	improve	VERB
cana-4007	157	16	prediction	prediction	NOUN
cana-4007	157	17	capabilities	capability	NOUN
cana-4007	157	18	in	in	ADP
cana-4007	157	19	land	land	NOUN
cana-4007	157	20	management	management	NOUN
cana-4007	157	21	.	.	PUNCT
cana-4007	158	1	such	such	ADJ
cana-4007	158	2	limitations	limitation	NOUN
cana-4007	158	3	can	can	AUX
cana-4007	158	4	refine	refine	VERB
cana-4007	158	5	future	future	ADJ
cana-4007	158	6	research	research	NOUN
cana-4007	158	7	and	and	CCONJ
cana-4007	158	8	policy	policy	NOUN
cana-4007	158	9	decisions	decision	NOUN
cana-4007	158	10	as	as	ADP
cana-4007	158	11	potential	potential	ADJ
cana-4007	158	12	improvements	improvement	NOUN
cana-4007	158	13	.	.	PUNCT
cana-4007	159	1	scalability	scalability	NOUN
cana-4007	159	2	scaling	scale	VERB
cana-4007	159	3	lc	lc	NOUN
cana-4007	159	4	models	model	NOUN
cana-4007	159	5	from	from	ADP
cana-4007	159	6	the	the	DET
cana-4007	159	7	study	study	NOUN
cana-4007	159	8	area	area	NOUN
cana-4007	159	9	to	to	ADP
cana-4007	159	10	broader	broad	ADJ
cana-4007	159	11	regions	region	NOUN
cana-4007	159	12	or	or	CCONJ
cana-4007	159	13	national	national	ADJ
cana-4007	159	14	and	and	CCONJ
cana-4007	159	15	global	global	ADJ
cana-4007	159	16	levels	level	NOUN
cana-4007	159	17	involves	involve	VERB
cana-4007	159	18	several	several	ADJ
cana-4007	159	19	challenges	challenge	NOUN
cana-4007	159	20	.	.	PUNCT
cana-4007	160	1	it	it	PRON
cana-4007	160	2	has	have	VERB
cana-4007	160	3	technical	technical	ADJ
cana-4007	160	4	limitations	limitation	NOUN
cana-4007	160	5	,	,	PUNCT
cana-4007	160	6	data	datum	NOUN
cana-4007	160	7	availability	availability	NOUN
cana-4007	160	8	,	,	PUNCT
cana-4007	160	9	resource	resource	NOUN
cana-4007	160	10	constraints	constraint	NOUN
cana-4007	160	11	,	,	PUNCT
cana-4007	160	12	and	and	CCONJ
cana-4007	160	13	alignment	alignment	NOUN
cana-4007	160	14	with	with	ADP
cana-4007	160	15	policy	policy	NOUN
cana-4007	160	16	frameworks	framework	NOUN
cana-4007	160	17	.	.	PUNCT
cana-4007	161	1	ml	ml	NOUN
cana-4007	161	2	and	and	CCONJ
cana-4007	161	3	simulation	simulation	NOUN
cana-4007	161	4	models	model	NOUN
cana-4007	161	5	become	become	VERB
cana-4007	161	6	computationally	computationally	ADV
cana-4007	161	7	expensive	expensive	ADJ
cana-4007	161	8	when	when	SCONJ
cana-4007	161	9	applied	apply	VERB
cana-4007	161	10	to	to	ADP
cana-4007	161	11	larger	large	ADJ
cana-4007	161	12	datasets	dataset	NOUN
cana-4007	161	13	with	with	ADP
cana-4007	161	14	finer	fine	ADJ
cana-4007	161	15	resolution	resolution	NOUN
cana-4007	161	16	and	and	CCONJ
cana-4007	161	17	an	an	DET
cana-4007	161	18	extensive	extensive	ADJ
cana-4007	161	19	area	area	NOUN
cana-4007	161	20	.	.	PUNCT
cana-4007	162	1	such	such	ADJ
cana-4007	162	2	regions	region	NOUN
cana-4007	162	3	may	may	AUX
cana-4007	162	4	have	have	VERB
cana-4007	162	5	inconsistent	inconsistent	ADJ
cana-4007	162	6	historical	historical	ADJ
cana-4007	162	7	and	and	CCONJ
cana-4007	162	8	limited	limited	ADJ
cana-4007	162	9	ground	ground	NOUN
cana-4007	162	10	-	-	PUNCT
cana-4007	162	11	truth	truth	NOUN
cana-4007	162	12	data	datum	NOUN
cana-4007	162	13	and	and	CCONJ
cana-4007	162	14	need	need	VERB
cana-4007	162	15	to	to	PART
cana-4007	162	16	explore	explore	VERB
cana-4007	162	17	alternative	alternative	ADJ
cana-4007	162	18	or	or	CCONJ
cana-4007	162	19	crowd	crowd	NOUN
cana-4007	162	20	-	-	PUNCT
cana-4007	162	21	sourced	source	VERB
cana-4007	162	22	data	datum	NOUN
cana-4007	162	23	.	.	PUNCT
cana-4007	163	1	with	with	ADP
cana-4007	163	2	increased	increase	VERB
cana-4007	163	3	data	data	NOUN
cana-4007	163	4	volume	volume	NOUN
cana-4007	163	5	,	,	PUNCT
cana-4007	163	6	ml	ml	SCONJ
cana-4007	163	7	processing	processing	NOUN
cana-4007	163	8	becomes	become	VERB
cana-4007	163	9	complex	complex	ADJ
cana-4007	163	10	and	and	CCONJ
cana-4007	163	11	ineffective	ineffective	ADJ
cana-4007	163	12	.	.	PUNCT
cana-4007	164	1	algorithms	algorithm	NOUN
cana-4007	164	2	like	like	ADP
cana-4007	164	3	cnn	cnn	PROPN
cana-4007	164	4	and	and	CCONJ
cana-4007	164	5	rf	rf	NOUN
cana-4007	164	6	require	require	VERB
cana-4007	164	7	significant	significant	ADJ
cana-4007	164	8	computing	computing	NOUN
cana-4007	164	9	power	power	NOUN
cana-4007	164	10	to	to	PART
cana-4007	164	11	process	process	VERB
cana-4007	164	12	high	high	ADJ
cana-4007	164	13	-	-	PUNCT
cana-4007	164	14	resolution	resolution	NOUN
cana-4007	164	15	images	image	NOUN
cana-4007	164	16	for	for	ADP
cana-4007	164	17	training	training	NOUN
cana-4007	164	18	and	and	CCONJ
cana-4007	164	19	communications	communication	NOUN
cana-4007	164	20	on	on	ADP
cana-4007	164	21	applied	apply	VERB
cana-4007	164	22	nonlinear	nonlinear	ADJ
cana-4007	164	23	analysis	analysis	NOUN
cana-4007	164	24	issn	issn	NOUN
cana-4007	164	25	:	:	PUNCT
cana-4007	164	26	1074	1074	NUM
cana-4007	164	27	-	-	PUNCT
cana-4007	164	28	133x	133x	NUM
cana-4007	164	29	vol	vol	NOUN
cana-4007	164	30	32	32	NUM
cana-4007	164	31	no	no	NOUN
cana-4007	164	32	.	.	PUNCT
cana-4007	165	1	9s	9s	NUM
cana-4007	165	2	(	(	PUNCT
cana-4007	165	3	2025	2025	NUM
cana-4007	165	4	)	)	PUNCT
cana-4007	165	5	811	811	NUM
cana-4007	165	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4007	165	7	analysis	analysis	NOUN
cana-4007	165	8	.	.	PUNCT
cana-4007	166	1	[	[	X
cana-4007	166	2	27	27	NUM
cana-4007	166	3	]	]	PUNCT
cana-4007	166	4	.	.	PUNCT
cana-4007	167	1	managing	manage	VERB
cana-4007	167	2	large	large	ADJ
cana-4007	167	3	datasets	dataset	NOUN
cana-4007	167	4	will	will	AUX
cana-4007	167	5	also	also	ADV
cana-4007	167	6	require	require	VERB
cana-4007	167	7	high	high	ADJ
cana-4007	167	8	-	-	PUNCT
cana-4007	167	9	capacity	capacity	NOUN
cana-4007	167	10	advanced	advanced	ADJ
cana-4007	167	11	storage	storage	NOUN
cana-4007	167	12	solutions	solution	NOUN
cana-4007	167	13	and	and	CCONJ
cana-4007	167	14	distributed	distribute	VERB
cana-4007	167	15	file	file	NOUN
cana-4007	167	16	systems	system	NOUN
cana-4007	167	17	,	,	PUNCT
cana-4007	167	18	adding	add	VERB
cana-4007	167	19	operational	operational	ADJ
cana-4007	167	20	complexity	complexity	NOUN
cana-4007	167	21	[	[	X
cana-4007	167	22	28	28	NUM
cana-4007	167	23	]	]	PUNCT
cana-4007	167	24	.	.	PUNCT
cana-4007	168	1	parallel	parallel	ADJ
cana-4007	168	2	computing	computing	NOUN
cana-4007	168	3	frameworks	framework	NOUN
cana-4007	168	4	[	[	X
cana-4007	168	5	27	27	NUM
cana-4007	168	6	]	]	PUNCT
cana-4007	168	7	can	can	AUX
cana-4007	168	8	ease	ease	VERB
cana-4007	168	9	scalability	scalability	NOUN
cana-4007	168	10	challenges	challenge	NOUN
cana-4007	168	11	.	.	PUNCT
cana-4007	169	1	table	table	NOUN
cana-4007	169	2	7	7	NUM
cana-4007	169	3	summarizes	summarize	NOUN
cana-4007	169	4	key	key	ADJ
cana-4007	169	5	scalability	scalability	NOUN
cana-4007	169	6	challenges	challenge	NOUN
cana-4007	169	7	and	and	CCONJ
cana-4007	169	8	related	related	ADJ
cana-4007	169	9	impacts	impact	NOUN
cana-4007	169	10	.	.	PUNCT
cana-4007	170	1	table	table	NOUN
cana-4007	170	2	7	7	NUM
cana-4007	170	3	:	:	PUNCT
cana-4007	170	4	scalability	scalability	NOUN
cana-4007	170	5	challenges	challenge	NOUN
cana-4007	170	6	challenges	challenge	VERB
cana-4007	170	7	example	example	NOUN
cana-4007	170	8	constraint	constraint	VERB
cana-4007	170	9	high	high	ADJ
cana-4007	170	10	-	-	PUNCT
cana-4007	170	11	resolution	resolution	NOUN
cana-4007	170	12	images	image	NOUN
cana-4007	170	13	need	need	VERB
cana-4007	170	14	higher	high	ADJ
cana-4007	170	15	memory	memory	NOUN
cana-4007	170	16	and	and	CCONJ
cana-4007	170	17	processing	processing	NOUN
cana-4007	170	18	power	power	NOUN
cana-4007	170	19	.	.	PUNCT
cana-4007	171	1	~100,000	~100,000	PUNCT
cana-4007	171	2	km²	km²	NOUN
cana-4007	171	3	data	datum	NOUN
cana-4007	171	4	in	in	ADP
cana-4007	171	5	deep	deep	ADJ
cana-4007	171	6	learning	learning	NOUN
cana-4007	171	7	needs	need	VERB
cana-4007	171	8	5–10	5–10	ADJ
cana-4007	171	9	times	time	NOUN
cana-4007	171	10	more	more	ADJ
cana-4007	171	11	memory	memory	NOUN
cana-4007	171	12	[	[	X
cana-4007	171	13	29	29	NUM
cana-4007	171	14	]	]	PUNCT
cana-4007	171	15	.	.	PUNCT
cana-4007	172	1	computational	computational	ADJ
cana-4007	172	2	constraint	constraint	NOUN
cana-4007	172	3	dl	dl	PROPN
cana-4007	172	4	models	model	NOUN
cana-4007	172	5	require	require	VERB
cana-4007	172	6	extensive	extensive	ADJ
cana-4007	172	7	training	training	NOUN
cana-4007	172	8	in	in	ADP
cana-4007	172	9	high	high	ADJ
cana-4007	172	10	-	-	PUNCT
cana-4007	172	11	dimensional	dimensional	ADJ
cana-4007	172	12	data	datum	NOUN
cana-4007	172	13	.	.	PUNCT
cana-4007	173	1	ten	ten	NUM
cana-4007	173	2	times	time	NOUN
cana-4007	173	3	image	image	NOUN
cana-4007	173	4	resolution	resolution	NOUN
cana-4007	173	5	can	can	AUX
cana-4007	173	6	increase	increase	VERB
cana-4007	173	7	training	training	NOUN
cana-4007	173	8	time	time	NOUN
cana-4007	173	9	by	by	ADP
cana-4007	173	10	8	8	NUM
cana-4007	173	11	-	-	SYM
cana-4007	173	12	12	12	NUM
cana-4007	173	13	times	time	NOUN
cana-4007	173	14	[	[	X
cana-4007	173	15	30	30	NUM
cana-4007	173	16	]	]	PUNCT
cana-4007	173	17	.	.	PUNCT
cana-4007	174	1	algorithmic	algorithmic	ADJ
cana-4007	174	2	complexity	complexity	NOUN
cana-4007	174	3	scalability	scalability	NOUN
cana-4007	174	4	in	in	ADP
cana-4007	174	5	cloud	cloud	NOUN
cana-4007	174	6	-	-	PUNCT
cana-4007	174	7	based	base	VERB
cana-4007	174	8	computing	computing	NOUN
cana-4007	174	9	enables	enable	VERB
cana-4007	174	10	efficient	efficient	ADJ
cana-4007	174	11	processing	processing	NOUN
cana-4007	174	12	of	of	ADP
cana-4007	174	13	large	large	ADJ
cana-4007	174	14	lc	lc	NOUN
cana-4007	174	15	datasets	dataset	NOUN
cana-4007	174	16	.	.	PUNCT
cana-4007	175	1	parallel	parallel	ADJ
cana-4007	175	2	deep	deep	ADJ
cana-4007	175	3	learning	learning	NOUN
cana-4007	175	4	speeds	speed	VERB
cana-4007	175	5	up	up	ADP
cana-4007	175	6	training	training	NOUN
cana-4007	175	7	,	,	PUNCT
cana-4007	175	8	reducing	reduce	VERB
cana-4007	175	9	computation	computation	NOUN
cana-4007	175	10	time	time	NOUN
cana-4007	175	11	by	by	ADP
cana-4007	175	12	50	50	NUM
cana-4007	175	13	-	-	SYM
cana-4007	175	14	80	80	NUM
cana-4007	175	15	%	%	NOUN
cana-4007	175	16	for	for	ADP
cana-4007	175	17	global	global	ADJ
cana-4007	175	18	-	-	PUNCT
cana-4007	175	19	scale	scale	NOUN
cana-4007	175	20	lc	lc	NOUN
cana-4007	175	21	classification	classification	NOUN
cana-4007	175	22	.	.	PUNCT
cana-4007	176	1	scalability	scalability	NOUN
cana-4007	176	2	also	also	ADV
cana-4007	176	3	increases	increase	VERB
cana-4007	176	4	prediction	prediction	NOUN
cana-4007	176	5	uncertainties	uncertainty	NOUN
cana-4007	176	6	due	due	ADJ
cana-4007	176	7	to	to	ADP
cana-4007	176	8	sensor	sensor	NOUN
cana-4007	176	9	noise	noise	NOUN
cana-4007	176	10	,	,	PUNCT
cana-4007	176	11	missing	miss	VERB
cana-4007	176	12	data	data	NOUN
cana-4007	176	13	spectral	spectral	ADJ
cana-4007	176	14	variability	variability	NOUN
cana-4007	176	15	,	,	PUNCT
cana-4007	176	16	and	and	CCONJ
cana-4007	176	17	mixing	mix	VERB
cana-4007	176	18	overlapping	overlap	VERB
cana-4007	176	19	spectral	spectral	ADJ
cana-4007	176	20	signatures	signature	NOUN
cana-4007	176	21	,	,	PUNCT
cana-4007	176	22	which	which	PRON
cana-4007	176	23	all	all	PRON
cana-4007	176	24	add	add	VERB
cana-4007	176	25	classification	classification	NOUN
cana-4007	176	26	errors	error	NOUN
cana-4007	176	27	in	in	ADP
cana-4007	176	28	heterogeneous	heterogeneous	ADJ
cana-4007	176	29	landscapes	landscape	NOUN
cana-4007	176	30	[	[	X
cana-4007	176	31	31	31	NUM
cana-4007	176	32	]	]	PUNCT
cana-4007	176	33	.	.	PUNCT
cana-4007	177	1	moreover	moreover	ADV
cana-4007	177	2	,	,	PUNCT
cana-4007	177	3	a	a	DET
cana-4007	177	4	model	model	NOUN
cana-4007	177	5	trained	train	VERB
cana-4007	177	6	in	in	ADP
cana-4007	177	7	one	one	NUM
cana-4007	177	8	region	region	NOUN
cana-4007	177	9	may	may	AUX
cana-4007	177	10	not	not	PART
cana-4007	177	11	perform	perform	VERB
cana-4007	177	12	well	well	ADV
cana-4007	177	13	in	in	ADP
cana-4007	177	14	another	another	PRON
cana-4007	177	15	due	due	ADJ
cana-4007	177	16	to	to	ADP
cana-4007	177	17	differences	difference	NOUN
cana-4007	177	18	in	in	ADP
cana-4007	177	19	climate	climate	NOUN
cana-4007	177	20	,	,	PUNCT
cana-4007	177	21	vegetation	vegetation	NOUN
cana-4007	177	22	,	,	PUNCT
cana-4007	177	23	and	and	CCONJ
cana-4007	177	24	land	land	NOUN
cana-4007	177	25	-	-	PUNCT
cana-4007	177	26	use	use	NOUN
cana-4007	177	27	patterns	pattern	NOUN
cana-4007	177	28	.	.	PUNCT
cana-4007	178	1	future	future	ADJ
cana-4007	178	2	predictions	prediction	NOUN
cana-4007	178	3	may	may	AUX
cana-4007	178	4	not	not	PART
cana-4007	178	5	account	account	VERB
cana-4007	178	6	for	for	ADP
cana-4007	178	7	unforeseen	unforeseen	ADJ
cana-4007	178	8	climate	climate	NOUN
cana-4007	178	9	events	event	NOUN
cana-4007	178	10	,	,	PUNCT
cana-4007	178	11	land	land	NOUN
cana-4007	178	12	-	-	PUNCT
cana-4007	178	13	use	use	NOUN
cana-4007	178	14	policies	policy	NOUN
cana-4007	178	15	,	,	PUNCT
cana-4007	178	16	or	or	CCONJ
cana-4007	178	17	socio	socio	NOUN
cana-4007	178	18	-	-	PUNCT
cana-4007	178	19	economic	economic	ADJ
cana-4007	178	20	changes	change	NOUN
cana-4007	178	21	affecting	affect	VERB
cana-4007	178	22	land	land	NOUN
cana-4007	178	23	cover	cover	NOUN
cana-4007	178	24	.	.	PUNCT
cana-4007	179	1	scalability	scalability	NOUN
cana-4007	179	2	challenges	challenge	NOUN
cana-4007	179	3	and	and	CCONJ
cana-4007	179	4	prediction	prediction	NOUN
cana-4007	179	5	errors	error	NOUN
cana-4007	179	6	can	can	AUX
cana-4007	179	7	lead	lead	VERB
cana-4007	179	8	to	to	ADP
cana-4007	179	9	misclassified	misclassified	ADJ
cana-4007	179	10	land	land	NOUN
cana-4007	179	11	types	type	NOUN
cana-4007	179	12	,	,	PUNCT
cana-4007	179	13	causing	cause	VERB
cana-4007	179	14	outdated	outdated	ADJ
cana-4007	179	15	information	information	NOUN
cana-4007	179	16	and	and	CCONJ
cana-4007	179	17	unreliable	unreliable	ADJ
cana-4007	179	18	zoning	zoning	NOUN
cana-4007	179	19	or	or	CCONJ
cana-4007	179	20	conservation	conservation	NOUN
cana-4007	179	21	decisions	decision	NOUN
cana-4007	179	22	by	by	ADP
cana-4007	179	23	policymakers	policymaker	NOUN
cana-4007	179	24	.	.	PUNCT
cana-4007	180	1	error	error	NOUN
cana-4007	180	2	margin	margin	NOUN
cana-4007	180	3	error	error	NOUN
cana-4007	180	4	margins	margin	NOUN
cana-4007	180	5	in	in	ADP
cana-4007	180	6	lc	lc	NOUN
cana-4007	180	7	classification	classification	NOUN
cana-4007	180	8	accuracy	accuracy	NOUN
cana-4007	180	9	vary	vary	NOUN
cana-4007	180	10	based	base	VERB
cana-4007	180	11	on	on	ADP
cana-4007	180	12	data	data	NOUN
cana-4007	180	13	resolution	resolution	NOUN
cana-4007	180	14	,	,	PUNCT
cana-4007	180	15	classification	classification	NOUN
cana-4007	180	16	methods	method	NOUN
cana-4007	180	17	,	,	PUNCT
cana-4007	180	18	and	and	CCONJ
cana-4007	180	19	other	other	ADJ
cana-4007	180	20	complexities	complexity	NOUN
cana-4007	180	21	.	.	PUNCT
cana-4007	181	1	understanding	understand	VERB
cana-4007	181	2	these	these	DET
cana-4007	181	3	margins	margin	NOUN
cana-4007	181	4	helps	help	VERB
cana-4007	181	5	to	to	PART
cana-4007	181	6	improve	improve	VERB
cana-4007	181	7	model	model	NOUN
cana-4007	181	8	accuracy	accuracy	NOUN
cana-4007	181	9	by	by	ADP
cana-4007	181	10	selecting	select	VERB
cana-4007	181	11	classification	classification	NOUN
cana-4007	181	12	techniques	technique	NOUN
cana-4007	181	13	,	,	PUNCT
cana-4007	181	14	training	training	NOUN
cana-4007	181	15	data	datum	NOUN
cana-4007	181	16	,	,	PUNCT
cana-4007	181	17	and	and	CCONJ
cana-4007	181	18	integrating	integrate	VERB
cana-4007	181	19	high	high	ADJ
cana-4007	181	20	-	-	PUNCT
cana-4007	181	21	resolution	resolution	NOUN
cana-4007	181	22	images	image	NOUN
cana-4007	181	23	.	.	PUNCT
cana-4007	182	1	table	table	NOUN
cana-4007	182	2	8	8	NUM
cana-4007	182	3	has	have	VERB
cana-4007	182	4	an	an	DET
cana-4007	182	5	error	error	NOUN
cana-4007	182	6	margin	margin	NOUN
cana-4007	182	7	in	in	ADP
cana-4007	182	8	critical	critical	ADJ
cana-4007	182	9	areas	area	NOUN
cana-4007	182	10	of	of	ADP
cana-4007	182	11	lc	lc	PROPN
cana-4007	182	12	accuracy	accuracy	NOUN
cana-4007	182	13	assessment	assessment	NOUN
cana-4007	182	14	.	.	PUNCT
cana-4007	183	1	table	table	NOUN
cana-4007	183	2	8	8	NUM
cana-4007	183	3	:	:	PUNCT
cana-4007	183	4	error	error	NOUN
cana-4007	183	5	margin	margin	NOUN
cana-4007	183	6	of	of	ADP
cana-4007	183	7	influencing	influence	VERB
cana-4007	183	8	factors	factor	NOUN
cana-4007	183	9	in	in	ADP
cana-4007	183	10	lc	lc	NOUN
cana-4007	183	11	classification	classification	NOUN
cana-4007	183	12	influencing	influence	VERB
cana-4007	183	13	factors	factor	NOUN
cana-4007	183	14	impact	impact	NOUN
cana-4007	183	15	on	on	ADP
cana-4007	183	16	em	em	PRON
cana-4007	183	17	1	1	NUM
cana-4007	183	18	.	.	PUNCT
cana-4007	183	19	image	image	NOUN
cana-4007	183	20	resolution	resolution	NOUN
cana-4007	183	21	(	(	PUNCT
cana-4007	183	22	higher	high	ADJ
cana-4007	183	23	resolution	resolution	NOUN
cana-4007	183	24	reduces	reduce	VERB
cana-4007	183	25	error	error	NOUN
cana-4007	183	26	)	)	PUNCT
cana-4007	183	27	2	2	NUM
cana-4007	183	28	.	.	X
cana-4007	183	29	lc	lc	NOUN
cana-4007	183	30	classes	class	NOUN
cana-4007	183	31	(	(	PUNCT
cana-4007	183	32	more	more	ADJ
cana-4007	183	33	classes	class	NOUN
cana-4007	183	34	increase	increase	VERB
cana-4007	183	35	complexity	complexity	NOUN
cana-4007	183	36	)	)	PUNCT
cana-4007	183	37	3	3	X
cana-4007	183	38	.	.	X
cana-4007	183	39	training	training	NOUN
cana-4007	183	40	data	datum	NOUN
cana-4007	183	41	quality	quality	NOUN
cana-4007	183	42	[	[	X
cana-4007	183	43	32	32	NUM
cana-4007	183	44	]	]	SYM
cana-4007	183	45	oa	oa	X
cana-4007	183	46	±2	±2	NOUN
cana-4007	183	47	%	%	NOUN
cana-4007	183	48	to	to	PART
cana-4007	183	49	±10	±10	VERB
cana-4007	183	50	%	%	NOUN
cana-4007	183	51	1	1	NUM
cana-4007	183	52	.	.	PUNCT
cana-4007	183	53	dataset	dataset	ADJ
cana-4007	183	54	size	size	NOUN
cana-4007	183	55	(	(	PUNCT
cana-4007	183	56	larger	large	ADJ
cana-4007	183	57	training	training	NOUN
cana-4007	183	58	sets	set	NOUN
cana-4007	183	59	reduce	reduce	VERB
cana-4007	183	60	error	error	NOUN
cana-4007	183	61	)	)	PUNCT
cana-4007	183	62	2	2	NUM
cana-4007	183	63	.	.	PUNCT
cana-4007	183	64	class	class	NOUN
cana-4007	183	65	proportion	proportion	NOUN
cana-4007	183	66	(	(	PUNCT
cana-4007	183	67	balanced	balanced	ADJ
cana-4007	183	68	data	datum	NOUN
cana-4007	183	69	improve	improve	VERB
cana-4007	183	70	stability	stability	NOUN
cana-4007	183	71	)	)	PUNCT
cana-4007	184	1	[	[	X
cana-4007	184	2	25	25	NUM
cana-4007	184	3	]	]	PUNCT
cana-4007	184	4	kappa	kappa	NOUN
cana-4007	184	5	±0.05	±0.05	PROPN
cana-4007	184	6	to	to	ADP
cana-4007	184	7	±0.15	±0.15	PROPN
cana-4007	184	8	1	1	NUM
cana-4007	184	9	.	.	PUNCT
cana-4007	184	10	similar	similar	ADJ
cana-4007	184	11	lc	lc	NOUN
cana-4007	184	12	reflectance	reflectance	NOUN
cana-4007	184	13	(	(	PUNCT
cana-4007	184	14	example	example	NOUN
cana-4007	184	15	:	:	PUNCT
cana-4007	184	16	bare	bare	ADJ
cana-4007	184	17	soil	soil	NOUN
cana-4007	184	18	vs.	vs.	ADP
cana-4007	184	19	urban	urban	ADJ
cana-4007	184	20	)	)	PUNCT
cana-4007	184	21	2	2	X
cana-4007	184	22	.	.	X
cana-4007	184	23	sensor	sensor	NOUN
cana-4007	184	24	resolution	resolution	NOUN
cana-4007	184	25	(	(	PUNCT
cana-4007	184	26	reduces	reduce	VERB
cana-4007	184	27	spectral	spectral	ADJ
cana-4007	184	28	overlap	overlap	NOUN
cana-4007	184	29	)	)	PUNCT
cana-4007	185	1	[	[	X
cana-4007	185	2	33	33	NUM
cana-4007	185	3	]	]	X
cana-4007	185	4	spectral	spectral	ADJ
cana-4007	185	5	mixing	mixing	NOUN
cana-4007	185	6	±5	±5	NOUN
cana-4007	185	7	%	%	NOUN
cana-4007	185	8	to	to	ADP
cana-4007	185	9	±15	±15	NOUN
cana-4007	185	10	%	%	NOUN
cana-4007	185	11	1	1	NUM
cana-4007	185	12	.	.	PUNCT
cana-4007	186	1	lower	low	ADJ
cana-4007	186	2	resolution	resolution	NOUN
cana-4007	186	3	increases	increase	VERB
cana-4007	186	4	uncertainty	uncertainty	NOUN
cana-4007	186	5	2	2	NUM
cana-4007	186	6	.	.	PUNCT
cana-4007	186	7	lc	lc	NOUN
cana-4007	186	8	heterogeneity	heterogeneity	NOUN
cana-4007	186	9	(	(	PUNCT
cana-4007	186	10	fragmented	fragmented	ADJ
cana-4007	186	11	landscape	landscape	NOUN
cana-4007	186	12	errors	error	NOUN
cana-4007	186	13	)	)	PUNCT
cana-4007	187	1	[	[	X
cana-4007	187	2	34	34	NUM
cana-4007	187	3	]	]	X
cana-4007	187	4	pixel	pixel	NOUN
cana-4007	187	5	resolution	resolution	NOUN
cana-4007	187	6	±5	±5	VERB
cana-4007	187	7	%	%	NOUN
cana-4007	187	8	to	to	PART
cana-4007	187	9	±10	±10	VERB
cana-4007	187	10	%	%	NOUN
cana-4007	187	11	*	*	PUNCT
cana-4007	188	1	em	em	PRON
cana-4007	188	2	(	(	PUNCT
cana-4007	188	3	error	error	NOUN
cana-4007	188	4	margin	margin	NOUN
cana-4007	188	5	)	)	PUNCT
cana-4007	188	6	communications	communication	NOUN
cana-4007	188	7	on	on	ADP
cana-4007	188	8	applied	apply	VERB
cana-4007	188	9	nonlinear	nonlinear	ADJ
cana-4007	188	10	analysis	analysis	NOUN
cana-4007	188	11	issn	issn	NOUN
cana-4007	188	12	:	:	PUNCT
cana-4007	188	13	1074	1074	NUM
cana-4007	188	14	-	-	PUNCT
cana-4007	188	15	133x	133x	NUM
cana-4007	188	16	vol	vol	NOUN
cana-4007	188	17	32	32	NUM
cana-4007	188	18	no	no	NOUN
cana-4007	188	19	.	.	PUNCT
cana-4007	189	1	9s	9s	NUM
cana-4007	189	2	(	(	PUNCT
cana-4007	189	3	2025	2025	NUM
cana-4007	189	4	)	)	PUNCT
cana-4007	189	5	812	812	NUM
cana-4007	189	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4007	190	1	the	the	DET
cana-4007	190	2	simulated	simulate	VERB
cana-4007	190	3	2054	2054	NUM
cana-4007	190	4	forecast	forecast	NOUN
cana-4007	190	5	has	have	VERB
cana-4007	190	6	uncertainties	uncertainty	NOUN
cana-4007	190	7	with	with	ADP
cana-4007	190	8	an	an	DET
cana-4007	190	9	error	error	NOUN
cana-4007	190	10	margin	margin	NOUN
cana-4007	190	11	that	that	PRON
cana-4007	190	12	accounts	account	VERB
cana-4007	190	13	for	for	ADP
cana-4007	190	14	influencing	influence	VERB
cana-4007	190	15	it	it	PRON
cana-4007	190	16	.	.	PUNCT
cana-4007	191	1	the	the	DET
cana-4007	191	2	expected	expect	VERB
cana-4007	191	3	overall	overall	ADJ
cana-4007	191	4	error	error	NOUN
cana-4007	191	5	margin	margin	NOUN
cana-4007	191	6	can	can	AUX
cana-4007	191	7	range	range	VERB
cana-4007	191	8	between	between	ADP
cana-4007	191	9	5	5	NUM
cana-4007	191	10	-	-	SYM
cana-4007	191	11	15	15	NUM
cana-4007	191	12	%	%	NOUN
cana-4007	191	13	,	,	PUNCT
cana-4007	191	14	depending	depend	VERB
cana-4007	191	15	on	on	ADP
cana-4007	191	16	the	the	DET
cana-4007	191	17	accuracy	accuracy	NOUN
cana-4007	191	18	of	of	ADP
cana-4007	191	19	input	input	NOUN
cana-4007	191	20	data	datum	NOUN
cana-4007	191	21	and	and	CCONJ
cana-4007	191	22	assumptions	assumption	NOUN
cana-4007	191	23	.	.	PUNCT
cana-4007	192	1	socio	socio	NOUN
cana-4007	192	2	economy	economy	NOUN
cana-4007	192	3	lesser	less	ADJ
cana-4007	192	4	image	image	NOUN
cana-4007	192	5	resolution	resolution	NOUN
cana-4007	192	6	helps	help	VERB
cana-4007	192	7	to	to	PART
cana-4007	192	8	identify	identify	VERB
cana-4007	192	9	smaller	small	ADJ
cana-4007	192	10	-	-	PUNCT
cana-4007	192	11	scale	scale	NOUN
cana-4007	192	12	urbanization	urbanization	NOUN
cana-4007	192	13	and	and	CCONJ
cana-4007	192	14	forest	forest	NOUN
cana-4007	192	15	areas	area	NOUN
cana-4007	192	16	.	.	PUNCT
cana-4007	193	1	errors	error	NOUN
cana-4007	193	2	in	in	ADP
cana-4007	193	3	the	the	DET
cana-4007	193	4	preprocessing	preprocessing	NOUN
cana-4007	193	5	phase	phase	NOUN
cana-4007	193	6	and	and	CCONJ
cana-4007	193	7	misclassification	misclassification	NOUN
cana-4007	193	8	due	due	ADJ
cana-4007	193	9	to	to	ADP
cana-4007	193	10	spectral	spectral	ADJ
cana-4007	193	11	mixing	mixing	NOUN
cana-4007	193	12	propagate	propagate	NOUN
cana-4007	193	13	into	into	ADP
cana-4007	193	14	the	the	DET
cana-4007	193	15	model	model	NOUN
cana-4007	193	16	prediction	prediction	NOUN
cana-4007	193	17	error	error	NOUN
cana-4007	193	18	.	.	PUNCT
cana-4007	194	1	reliability	reliability	NOUN
cana-4007	194	2	and	and	CCONJ
cana-4007	194	3	accuracy	accuracy	NOUN
cana-4007	194	4	thus	thus	ADV
cana-4007	194	5	depend	depend	VERB
cana-4007	194	6	on	on	ADP
cana-4007	194	7	the	the	DET
cana-4007	194	8	data	datum	NOUN
cana-4007	194	9	quality	quality	NOUN
cana-4007	194	10	used	use	VERB
cana-4007	194	11	to	to	PART
cana-4007	194	12	derive	derive	VERB
cana-4007	194	13	the	the	DET
cana-4007	194	14	stm	stm	PROPN
cana-4007	194	15	,	,	PUNCT
cana-4007	194	16	but	but	CCONJ
cana-4007	194	17	its	its	PRON
cana-4007	194	18	transition	transition	NOUN
cana-4007	194	19	probabilities	probability	NOUN
cana-4007	194	20	might	might	AUX
cana-4007	194	21	not	not	PART
cana-4007	194	22	account	account	VERB
cana-4007	194	23	for	for	ADP
cana-4007	194	24	socio	socio	NOUN
cana-4007	194	25	economic	economic	ADJ
cana-4007	194	26	or	or	CCONJ
cana-4007	194	27	environmental	environmental	ADJ
cana-4007	194	28	changes	change	NOUN
cana-4007	194	29	.	.	PUNCT
cana-4007	195	1	it	it	PRON
cana-4007	195	2	also	also	ADV
cana-4007	195	3	ignores	ignore	VERB
cana-4007	195	4	policy	policy	NOUN
cana-4007	195	5	interventions	intervention	NOUN
cana-4007	195	6	or	or	CCONJ
cana-4007	195	7	technological	technological	ADJ
cana-4007	195	8	advancement	advancement	NOUN
cana-4007	195	9	.	.	PUNCT
cana-4007	196	1	the	the	DET
cana-4007	196	2	prediction	prediction	NOUN
cana-4007	196	3	accuracy	accuracy	NOUN
cana-4007	196	4	declines	decline	VERB
cana-4007	196	5	with	with	ADP
cana-4007	196	6	increased	increase	VERB
cana-4007	196	7	prediction	prediction	NOUN
cana-4007	196	8	interval	interval	NOUN
cana-4007	196	9	[	[	X
cana-4007	196	10	35	35	NUM
cana-4007	196	11	]	]	PUNCT
cana-4007	196	12	.	.	PUNCT
cana-4007	197	1	the	the	DET
cana-4007	197	2	validation	validation	NOUN
cana-4007	197	3	process	process	NOUN
cana-4007	197	4	uses	use	VERB
cana-4007	197	5	historical	historical	ADJ
cana-4007	197	6	government	government	NOUN
cana-4007	197	7	reports	report	NOUN
cana-4007	197	8	,	,	PUNCT
cana-4007	197	9	observed	observed	ADJ
cana-4007	197	10	data	datum	NOUN
cana-4007	197	11	,	,	PUNCT
cana-4007	197	12	and	and	CCONJ
cana-4007	197	13	satellite	satellite	NOUN
cana-4007	197	14	images	image	NOUN
cana-4007	197	15	.	.	PUNCT
cana-4007	198	1	errors	error	NOUN
cana-4007	198	2	or	or	CCONJ
cana-4007	198	3	inaccuracies	inaccuracy	NOUN
cana-4007	198	4	in	in	ADP
cana-4007	198	5	these	these	DET
cana-4007	198	6	sources	source	NOUN
cana-4007	198	7	can	can	AUX
cana-4007	198	8	impact	impact	VERB
cana-4007	198	9	model	model	NOUN
cana-4007	198	10	predictions	prediction	NOUN
cana-4007	198	11	[	[	X
cana-4007	198	12	36	36	NUM
cana-4007	198	13	]	]	PUNCT
cana-4007	198	14	.	.	PUNCT
cana-4007	199	1	addressing	address	VERB
cana-4007	199	2	predicted	predict	VERB
cana-4007	199	3	losses	loss	NOUN
cana-4007	199	4	of	of	ADP
cana-4007	199	5	forests	forest	NOUN
cana-4007	199	6	and	and	CCONJ
cana-4007	199	7	water	water	NOUN
cana-4007	199	8	bodies	body	NOUN
cana-4007	199	9	is	be	AUX
cana-4007	199	10	essential	essential	ADJ
cana-4007	199	11	for	for	ADP
cana-4007	199	12	ecological	ecological	ADJ
cana-4007	199	13	balance	balance	NOUN
cana-4007	199	14	and	and	CCONJ
cana-4007	199	15	long	long	ADJ
cana-4007	199	16	-	-	PUNCT
cana-4007	199	17	term	term	NOUN
cana-4007	199	18	sustainability	sustainability	NOUN
cana-4007	199	19	.	.	PUNCT
cana-4007	200	1	green	green	ADJ
cana-4007	200	2	technology	technology	NOUN
cana-4007	200	3	can	can	AUX
cana-4007	200	4	improve	improve	VERB
cana-4007	200	5	prediction	prediction	NOUN
cana-4007	200	6	accuracy	accuracy	NOUN
cana-4007	200	7	and	and	CCONJ
cana-4007	200	8	support	support	NOUN
cana-4007	200	9	sustainable	sustainable	ADJ
cana-4007	200	10	urban	urban	ADJ
cana-4007	200	11	planning	planning	NOUN
cana-4007	200	12	through	through	ADP
cana-4007	200	13	remote	remote	ADJ
cana-4007	200	14	sensing	sensing	NOUN
cana-4007	200	15	and	and	CCONJ
cana-4007	200	16	ai	ai	PRON
cana-4007	200	17	monitoring	monitoring	NOUN
cana-4007	200	18	.	.	PUNCT
cana-4007	201	1	urban	urban	ADJ
cana-4007	201	2	development	development	NOUN
cana-4007	201	3	should	should	AUX
cana-4007	201	4	focus	focus	VERB
cana-4007	201	5	on	on	ADP
cana-4007	201	6	green	green	ADJ
cana-4007	201	7	technology	technology	NOUN
cana-4007	201	8	-	-	PUNCT
cana-4007	201	9	driven	drive	VERB
cana-4007	201	10	cities	city	NOUN
cana-4007	201	11	for	for	ADP
cana-4007	201	12	reduced	reduced	ADJ
cana-4007	201	13	environmental	environmental	ADJ
cana-4007	201	14	impacts	impact	NOUN
cana-4007	201	15	to	to	PART
cana-4007	201	16	promote	promote	VERB
cana-4007	201	17	eco	eco	NOUN
cana-4007	201	18	-	-	PUNCT
cana-4007	201	19	friendly	friendly	ADJ
cana-4007	201	20	infrastructure	infrastructure	NOUN
cana-4007	201	21	.	.	PUNCT
cana-4007	202	1	potential	potential	ADJ
cana-4007	202	2	improvement	improvement	NOUN
cana-4007	202	3	the	the	DET
cana-4007	202	4	study	study	NOUN
cana-4007	202	5	observed	observe	VERB
cana-4007	202	6	lc	lc	NOUN
cana-4007	202	7	land	land	NOUN
cana-4007	202	8	changes	change	NOUN
cana-4007	202	9	degrade	degrade	VERB
cana-4007	202	10	ecosystems	ecosystem	NOUN
cana-4007	202	11	and	and	CCONJ
cana-4007	202	12	biodiversity	biodiversity	NOUN
cana-4007	202	13	.	.	PUNCT
cana-4007	203	1	integrating	integrate	VERB
cana-4007	203	2	green	green	ADJ
cana-4007	203	3	technology	technology	NOUN
cana-4007	203	4	for	for	ADP
cana-4007	203	5	renewable	renewable	ADJ
cana-4007	203	6	energy	energy	NOUN
cana-4007	203	7	,	,	PUNCT
cana-4007	203	8	water	water	NOUN
cana-4007	203	9	conservation	conservation	NOUN
cana-4007	203	10	systems	system	NOUN
cana-4007	203	11	,	,	PUNCT
cana-4007	203	12	and	and	CCONJ
cana-4007	203	13	pollution	pollution	NOUN
cana-4007	203	14	control	control	NOUN
cana-4007	203	15	technologies	technology	NOUN
cana-4007	203	16	can	can	AUX
cana-4007	203	17	help	help	VERB
cana-4007	203	18	mitigate	mitigate	VERB
cana-4007	203	19	these	these	DET
cana-4007	203	20	impacts	impact	NOUN
cana-4007	203	21	.	.	PUNCT
cana-4007	204	1	development	development	NOUN
cana-4007	204	2	processes	process	NOUN
cana-4007	204	3	can	can	AUX
cana-4007	204	4	also	also	ADV
cana-4007	204	5	address	address	VERB
cana-4007	204	6	socio	socio	NOUN
cana-4007	204	7	-	-	PUNCT
cana-4007	204	8	economic	economic	ADJ
cana-4007	204	9	disparities	disparity	NOUN
cana-4007	204	10	and	and	CCONJ
cana-4007	204	11	promote	promote	VERB
cana-4007	204	12	inclusive	inclusive	ADJ
cana-4007	204	13	growth	growth	NOUN
cana-4007	204	14	by	by	ADP
cana-4007	204	15	adopting	adopt	VERB
cana-4007	204	16	equitable	equitable	ADJ
cana-4007	204	17	,	,	PUNCT
cana-4007	204	18	eco	eco	NOUN
cana-4007	204	19	-	-	PUNCT
cana-4007	204	20	friendly	friendly	ADJ
cana-4007	204	21	land	land	NOUN
cana-4007	204	22	use	use	NOUN
cana-4007	204	23	practices	practice	NOUN
cana-4007	204	24	in	in	ADP
cana-4007	204	25	the	the	DET
cana-4007	204	26	district	district	NOUN
cana-4007	204	27	,	,	PUNCT
cana-4007	204	28	ensuring	ensure	VERB
cana-4007	204	29	a	a	DET
cana-4007	204	30	balance	balance	NOUN
cana-4007	204	31	between	between	ADP
cana-4007	204	32	development	development	NOUN
cana-4007	204	33	and	and	CCONJ
cana-4007	204	34	environmental	environmental	ADJ
cana-4007	204	35	sustainability	sustainability	NOUN
cana-4007	204	36	.	.	PUNCT
cana-4007	205	1	policymakers	policymaker	NOUN
cana-4007	205	2	must	must	AUX
cana-4007	205	3	overcome	overcome	VERB
cana-4007	205	4	scalability	scalability	NOUN
cana-4007	205	5	challenges	challenge	NOUN
cana-4007	205	6	,	,	PUNCT
cana-4007	205	7	especially	especially	ADV
cana-4007	205	8	by	by	ADP
cana-4007	205	9	working	work	VERB
cana-4007	205	10	with	with	ADP
cana-4007	205	11	government	government	NOUN
cana-4007	205	12	agencies	agency	NOUN
cana-4007	205	13	to	to	PART
cana-4007	205	14	access	access	VERB
cana-4007	205	15	administrative	administrative	ADJ
cana-4007	205	16	datasets	dataset	NOUN
cana-4007	205	17	,	,	PUNCT
cana-4007	205	18	socio	socio	NOUN
cana-4007	205	19	-	-	PUNCT
cana-4007	205	20	economic	economic	ADJ
cana-4007	205	21	statistics	statistic	NOUN
cana-4007	205	22	,	,	PUNCT
cana-4007	205	23	and	and	CCONJ
cana-4007	205	24	ground	ground	NOUN
cana-4007	205	25	-	-	PUNCT
cana-4007	205	26	truthing	truthe	VERB
cana-4007	205	27	information	information	NOUN
cana-4007	205	28	.	.	PUNCT
cana-4007	206	1	leveraging	leverage	VERB
cana-4007	206	2	green	green	ADJ
cana-4007	206	3	technology	technology	NOUN
cana-4007	206	4	in	in	ADP
cana-4007	206	5	ai	ai	ADJ
cana-4007	206	6	-	-	PUNCT
cana-4007	206	7	driven	drive	VERB
cana-4007	206	8	environmental	environmental	ADJ
cana-4007	206	9	monitoring	monitoring	NOUN
cana-4007	206	10	,	,	PUNCT
cana-4007	206	11	renewable	renewable	ADJ
cana-4007	206	12	energy	energy	NOUN
cana-4007	206	13	-	-	PUNCT
cana-4007	206	14	powered	power	VERB
cana-4007	206	15	data	data	NOUN
cana-4007	206	16	centres	centre	NOUN
cana-4007	206	17	,	,	PUNCT
cana-4007	206	18	and	and	CCONJ
cana-4007	206	19	remote	remote	ADJ
cana-4007	206	20	sensing	sense	VERB
cana-4007	206	21	innovations	innovation	NOUN
cana-4007	206	22	,	,	PUNCT
cana-4007	206	23	enhanced	enhance	VERB
cana-4007	206	24	data	data	NOUN
cana-4007	206	25	accuracy	accuracy	NOUN
cana-4007	206	26	will	will	AUX
cana-4007	206	27	promote	promote	VERB
cana-4007	206	28	sustainable	sustainable	ADJ
cana-4007	206	29	practices	practice	NOUN
cana-4007	206	30	.	.	PUNCT
cana-4007	207	1	global	global	ADJ
cana-4007	207	2	organizations	organization	NOUN
cana-4007	207	3	like	like	ADP
cana-4007	207	4	nasa	nasa	PROPN
cana-4007	207	5	,	,	PUNCT
cana-4007	207	6	esa	esa	PROPN
cana-4007	207	7	,	,	PUNCT
cana-4007	207	8	usgs	usgs	PROPN
cana-4007	207	9	,	,	PUNCT
cana-4007	207	10	and	and	CCONJ
cana-4007	207	11	isro	isro	PROPN
cana-4007	207	12	can	can	AUX
cana-4007	207	13	provide	provide	VERB
cana-4007	207	14	high	high	ADJ
cana-4007	207	15	-	-	PUNCT
cana-4007	207	16	quality	quality	NOUN
cana-4007	207	17	satellite	satellite	NOUN
cana-4007	207	18	imagery	imagery	NOUN
cana-4007	207	19	to	to	PART
cana-4007	207	20	support	support	VERB
cana-4007	207	21	detailed	detailed	ADJ
cana-4007	207	22	environmental	environmental	ADJ
cana-4007	207	23	analysis	analysis	NOUN
cana-4007	207	24	.	.	PUNCT
cana-4007	208	1	private	private	ADJ
cana-4007	208	2	-	-	PUNCT
cana-4007	208	3	sector	sector	NOUN
cana-4007	208	4	technology	technology	NOUN
cana-4007	208	5	firms	firm	NOUN
cana-4007	208	6	can	can	AUX
cana-4007	208	7	offer	offer	VERB
cana-4007	208	8	advanced	advanced	ADJ
cana-4007	208	9	computing	computing	NOUN
cana-4007	208	10	infrastructure	infrastructure	NOUN
cana-4007	208	11	and	and	CCONJ
cana-4007	208	12	green	green	ADJ
cana-4007	208	13	technology	technology	NOUN
cana-4007	208	14	solutions	solution	NOUN
cana-4007	208	15	to	to	PART
cana-4007	208	16	drive	drive	VERB
cana-4007	208	17	efficient	efficient	ADJ
cana-4007	208	18	,	,	PUNCT
cana-4007	208	19	eco	eco	NOUN
cana-4007	208	20	-	-	PUNCT
cana-4007	208	21	friendly	friendly	ADJ
cana-4007	208	22	land	land	NOUN
cana-4007	208	23	use	use	NOUN
cana-4007	208	24	and	and	CCONJ
cana-4007	208	25	sustainable	sustainable	ADJ
cana-4007	208	26	urban	urban	ADJ
cana-4007	208	27	planning	planning	NOUN
cana-4007	208	28	.	.	PUNCT
cana-4007	209	1	the	the	DET
cana-4007	209	2	study	study	NOUN
cana-4007	209	3	integrated	integrate	VERB
cana-4007	209	4	complex	complex	ADJ
cana-4007	209	5	data	datum	NOUN
cana-4007	209	6	to	to	PART
cana-4007	209	7	predict	predict	VERB
cana-4007	209	8	changes	change	NOUN
cana-4007	209	9	using	use	VERB
cana-4007	209	10	green	green	ADJ
cana-4007	209	11	technology	technology	NOUN
cana-4007	209	12	,	,	PUNCT
cana-4007	209	13	like	like	ADP
cana-4007	209	14	ai	ai	ADV
cana-4007	209	15	-	-	PUNCT
cana-4007	209	16	driven	drive	VERB
cana-4007	209	17	monitoring	monitoring	NOUN
cana-4007	209	18	and	and	CCONJ
cana-4007	209	19	remote	remote	ADJ
cana-4007	209	20	sensing	sensing	NOUN
cana-4007	209	21	images	image	NOUN
cana-4007	209	22	,	,	PUNCT
cana-4007	209	23	to	to	PART
cana-4007	209	24	improve	improve	VERB
cana-4007	209	25	prediction	prediction	NOUN
cana-4007	209	26	accuracy	accuracy	NOUN
cana-4007	209	27	.	.	PUNCT
cana-4007	210	1	the	the	DET
cana-4007	210	2	enhanced	enhanced	ADJ
cana-4007	210	3	lc	lc	PROPN
cana-4007	210	4	model	model	NOUN
cana-4007	210	5	helps	help	VERB
cana-4007	210	6	to	to	PART
cana-4007	210	7	translate	translate	VERB
cana-4007	210	8	research	research	NOUN
cana-4007	210	9	into	into	ADP
cana-4007	210	10	actionable	actionable	ADJ
cana-4007	210	11	insights	insight	NOUN
cana-4007	210	12	for	for	ADP
cana-4007	210	13	sustainable	sustainable	ADJ
cana-4007	210	14	land	land	NOUN
cana-4007	210	15	-	-	PUNCT
cana-4007	210	16	use	use	NOUN
cana-4007	210	17	planning	planning	NOUN
cana-4007	210	18	and	and	CCONJ
cana-4007	210	19	policymaking	policymaking	NOUN
cana-4007	210	20	.	.	PUNCT
cana-4007	211	1	continued	continue	VERB
cana-4007	211	2	study	study	NOUN
cana-4007	211	3	with	with	ADP
cana-4007	211	4	green	green	ADJ
cana-4007	211	5	technology	technology	NOUN
cana-4007	211	6	is	be	AUX
cana-4007	211	7	essential	essential	ADJ
cana-4007	211	8	to	to	PART
cana-4007	211	9	improve	improve	VERB
cana-4007	211	10	model	model	NOUN
cana-4007	211	11	accuracy	accuracy	NOUN
cana-4007	211	12	for	for	ADP
cana-4007	211	13	enhanced	enhanced	ADJ
cana-4007	211	14	reliability	reliability	NOUN
cana-4007	211	15	of	of	ADP
cana-4007	211	16	a	a	DET
cana-4007	211	17	scalable	scalable	ADJ
cana-4007	211	18	complex	complex	ADJ
cana-4007	211	19	system	system	NOUN
cana-4007	211	20	.	.	PUNCT
cana-4007	212	1	references	reference	NOUN
cana-4007	212	2	[	[	X
cana-4007	212	3	1	1	X
cana-4007	212	4	]	]	PUNCT
cana-4007	212	5	s.	s.	PROPN
cana-4007	212	6	singh	singh	PROPN
cana-4007	212	7	and	and	CCONJ
cana-4007	212	8	r.	r.	PROPN
cana-4007	212	9	biswas	biswas	PROPN
cana-4007	212	10	,	,	PUNCT
cana-4007	212	11	“	"	PUNCT
cana-4007	212	12	analysis	analysis	NOUN
cana-4007	212	13	of	of	ADP
cana-4007	212	14	land	land	NOUN
cana-4007	212	15	use	use	NOUN
cana-4007	212	16	change	change	NOUN
cana-4007	212	17	effects	effect	NOUN
cana-4007	212	18	/	/	SYM
cana-4007	212	19	impacts	impact	NOUN
cana-4007	212	20	on	on	ADP
cana-4007	212	21	surface	surface	NOUN
cana-4007	212	22	water	water	NOUN
cana-4007	212	23	resources	resource	NOUN
cana-4007	212	24	in	in	ADP
cana-4007	212	25	delhi	delhi	ADJ
cana-4007	212	26	,	,	PUNCT
cana-4007	212	27	”	"	PUNCT
cana-4007	212	28	urban	urban	ADJ
cana-4007	212	29	science	science	NOUN
cana-4007	212	30	,	,	PUNCT
cana-4007	212	31	vol	vol	NOUN
cana-4007	212	32	.	.	PROPN
cana-4007	213	1	6	6	NUM
cana-4007	213	2	,	,	PUNCT
cana-4007	213	3	no	no	INTJ
cana-4007	213	4	.	.	NOUN
cana-4007	213	5	4	4	NUM
cana-4007	213	6	,	,	PUNCT
cana-4007	213	7	p.	p.	NOUN
cana-4007	213	8	92	92	NUM
cana-4007	213	9	,	,	PUNCT
cana-4007	213	10	dec	dec	PROPN
cana-4007	213	11	.	.	PROPN
cana-4007	213	12	2022	2022	NUM
cana-4007	213	13	,	,	PUNCT
cana-4007	213	14	doi	doi	NOUN
cana-4007	213	15	:	:	PUNCT
cana-4007	213	16	10.3390	10.3390	NUM
cana-4007	213	17	/	/	SYM
cana-4007	213	18	urbansci6040092	urbansci6040092	PROPN
cana-4007	213	19	.	.	PUNCT
cana-4007	214	1	communications	communication	NOUN
cana-4007	214	2	on	on	ADP
cana-4007	214	3	applied	apply	VERB
cana-4007	214	4	nonlinear	nonlinear	ADJ
cana-4007	214	5	analysis	analysis	NOUN
cana-4007	214	6	issn	issn	NOUN
cana-4007	214	7	:	:	PUNCT
cana-4007	214	8	1074	1074	NUM
cana-4007	214	9	-	-	PUNCT
cana-4007	214	10	133x	133x	NUM
cana-4007	214	11	vol	vol	NOUN
cana-4007	214	12	32	32	NUM
cana-4007	214	13	no	no	NOUN
cana-4007	214	14	.	.	PUNCT
cana-4007	215	1	9s	9s	NUM
cana-4007	215	2	(	(	PUNCT
cana-4007	215	3	2025	2025	NUM
cana-4007	215	4	)	)	PUNCT
cana-4007	215	5	813	813	NUM
cana-4007	215	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4007	216	1	[	[	X
cana-4007	216	2	2	2	NUM
cana-4007	216	3	]	]	PUNCT
cana-4007	216	4	p.	p.	NOUN
cana-4007	216	5	subedi	subedi	PROPN
cana-4007	216	6	,	,	PUNCT
cana-4007	216	7	k.	k.	PROPN
cana-4007	216	8	subedi	subedi	PROPN
cana-4007	216	9	,	,	PUNCT
cana-4007	216	10	and	and	CCONJ
cana-4007	216	11	b.	b.	PROPN
cana-4007	216	12	thapa	thapa	PROPN
cana-4007	216	13	,	,	PUNCT
cana-4007	216	14	“	"	PUNCT
cana-4007	216	15	application	application	NOUN
cana-4007	216	16	of	of	ADP
cana-4007	216	17	a	a	DET
cana-4007	216	18	hybrid	hybrid	ADJ
cana-4007	216	19	cellular	cellular	ADJ
cana-4007	216	20	automaton	automaton	NOUN
cana-4007	216	21	–	–	PUNCT
cana-4007	216	22	markov	markov	NOUN
cana-4007	216	23	(	(	PUNCT
cana-4007	216	24	camarkov	camarkov	PROPN
cana-4007	216	25	)	)	PUNCT
cana-4007	216	26	model	model	NOUN
cana-4007	216	27	in	in	ADP
cana-4007	216	28	land	land	NOUN
cana-4007	216	29	-	-	PUNCT
cana-4007	216	30	use	use	NOUN
cana-4007	216	31	change	change	NOUN
cana-4007	216	32	prediction	prediction	NOUN
cana-4007	216	33	:	:	PUNCT
cana-4007	216	34	a	a	DET
cana-4007	216	35	case	case	NOUN
cana-4007	216	36	study	study	NOUN
cana-4007	216	37	of	of	ADP
cana-4007	216	38	saddle	saddle	PROPN
cana-4007	216	39	creek	creek	PROPN
cana-4007	216	40	drainage	drainage	NOUN
cana-4007	216	41	basin	basin	NOUN
cana-4007	216	42	,	,	PUNCT
cana-4007	216	43	florida	florida	PROPN
cana-4007	216	44	,	,	PUNCT
cana-4007	216	45	”	"	PUNCT
cana-4007	216	46	aees	aee	NOUN
cana-4007	216	47	,	,	PUNCT
cana-4007	216	48	vol	vol	NOUN
cana-4007	216	49	.	.	PROPN
cana-4007	216	50	1	1	NUM
cana-4007	216	51	,	,	PUNCT
cana-4007	216	52	no	no	INTJ
cana-4007	216	53	.	.	NOUN
cana-4007	216	54	6	6	NUM
cana-4007	216	55	,	,	PUNCT
cana-4007	216	56	pp	pp	ADJ
cana-4007	216	57	.	.	PUNCT
cana-4007	217	1	126–132	126–132	NUM
cana-4007	217	2	,	,	PUNCT
cana-4007	217	3	nov	nov	PROPN
cana-4007	217	4	.	.	PROPN
cana-4007	217	5	2013	2013	NUM
cana-4007	217	6	,	,	PUNCT
cana-4007	217	7	doi	doi	NOUN
cana-4007	217	8	:	:	PUNCT
cana-4007	217	9	10.12691	10.12691	NUM
cana-4007	217	10	/	/	SYM
cana-4007	217	11	aees-1	aees-1	NOUN
cana-4007	217	12	-	-	PUNCT
cana-4007	217	13	6	6	NUM
cana-4007	217	14	-	-	SYM
cana-4007	217	15	5	5	NUM
cana-4007	217	16	.	.	PUNCT
cana-4007	218	1	[	[	X
cana-4007	218	2	3	3	NUM
cana-4007	218	3	]	]	X
cana-4007	218	4	md	md	PROPN
cana-4007	218	5	.	.	PUNCT
cana-4007	218	6	s.	s.	PROPN
cana-4007	218	7	mondal	mondal	PROPN
cana-4007	218	8	,	,	PUNCT
cana-4007	218	9	n.	n.	PROPN
cana-4007	218	10	sharma	sharma	PROPN
cana-4007	218	11	,	,	PUNCT
cana-4007	218	12	p.	p.	PROPN
cana-4007	218	13	k.	k.	PROPN
cana-4007	218	14	garg	garg	PROPN
cana-4007	218	15	,	,	PUNCT
cana-4007	218	16	and	and	CCONJ
cana-4007	218	17	m.	m.	NOUN
cana-4007	218	18	kappas	kappa	NOUN
cana-4007	218	19	,	,	PUNCT
cana-4007	218	20	“	"	PUNCT
cana-4007	218	21	monitoring	monitoring	NOUN
cana-4007	218	22	and	and	CCONJ
cana-4007	218	23	spatially	spatially	ADV
cana-4007	218	24	explicit	explicit	ADJ
cana-4007	218	25	simulation	simulation	NOUN
cana-4007	218	26	of	of	ADP
cana-4007	218	27	land	land	NOUN
cana-4007	218	28	use	use	NOUN
cana-4007	218	29	dynamics	dynamic	NOUN
cana-4007	218	30	:	:	PUNCT
cana-4007	218	31	from	from	ADP
cana-4007	218	32	cellular	cellular	ADJ
cana-4007	218	33	automata	automata	NOUN
cana-4007	218	34	to	to	PART
cana-4007	218	35	geosimulation	geosimulation	VERB
cana-4007	218	36	a	a	DET
cana-4007	218	37	case	case	NOUN
cana-4007	218	38	study	study	NOUN
cana-4007	218	39	of	of	ADP
cana-4007	218	40	tehran	tehran	PROPN
cana-4007	218	41	,	,	PUNCT
cana-4007	218	42	iran	iran	PROPN
cana-4007	218	43	,	,	PUNCT
cana-4007	218	44	”	"	PUNCT
cana-4007	218	45	the	the	DET
cana-4007	218	46	egyptian	egyptian	ADJ
cana-4007	218	47	journal	journal	NOUN
cana-4007	218	48	of	of	ADP
cana-4007	218	49	remote	remote	ADJ
cana-4007	218	50	sensing	sensing	NOUN
cana-4007	218	51	and	and	CCONJ
cana-4007	218	52	space	space	NOUN
cana-4007	218	53	science	science	NOUN
cana-4007	218	54	,	,	PUNCT
cana-4007	218	55	vol	vol	NOUN
cana-4007	218	56	.	.	PROPN
cana-4007	218	57	19	19	NUM
cana-4007	218	58	,	,	PUNCT
cana-4007	218	59	no	no	INTJ
cana-4007	218	60	.	.	NOUN
cana-4007	218	61	2	2	NUM
cana-4007	218	62	,	,	PUNCT
cana-4007	218	63	pp	pp	ADJ
cana-4007	218	64	.	.	PUNCT
cana-4007	219	1	259–272	259–272	NUM
cana-4007	219	2	,	,	PUNCT
cana-4007	219	3	dec	dec	PROPN
cana-4007	219	4	.	.	PROPN
cana-4007	219	5	2016	2016	NUM
cana-4007	219	6	,	,	PUNCT
cana-4007	219	7	doi	doi	NOUN
cana-4007	219	8	:	:	PUNCT
cana-4007	219	9	10.1016	10.1016	NUM
cana-4007	219	10	/	/	SYM
cana-4007	219	11	j.ejrs.2016.08.001	j.ejrs.2016.08.001	PROPN
cana-4007	219	12	.	.	PUNCT
cana-4007	220	1	[	[	X
cana-4007	220	2	4	4	X
cana-4007	220	3	]	]	PUNCT
cana-4007	220	4	j.	j.	PROPN
cana-4007	220	5	j.	j.	PROPN
cana-4007	220	6	arsanjani	arsanjani	PROPN
cana-4007	220	7	,	,	PUNCT
cana-4007	220	8	w.	w.	PROPN
cana-4007	220	9	kainz	kainz	PROPN
cana-4007	220	10	,	,	PUNCT
cana-4007	220	11	and	and	CCONJ
cana-4007	220	12	m.	m.	NOUN
cana-4007	220	13	azadbakht	azadbakht	NOUN
cana-4007	220	14	,	,	PUNCT
cana-4007	220	15	“	"	PUNCT
cana-4007	220	16	monitoring	monitoring	NOUN
cana-4007	220	17	and	and	CCONJ
cana-4007	220	18	spatially	spatially	ADV
cana-4007	220	19	explicit	explicit	ADJ
cana-4007	220	20	simulation	simulation	NOUN
cana-4007	220	21	of	of	ADP
cana-4007	220	22	land	land	NOUN
cana-4007	220	23	use	use	NOUN
cana-4007	220	24	dynamics	dynamic	NOUN
cana-4007	220	25	:	:	PUNCT
cana-4007	220	26	from	from	ADP
cana-4007	220	27	cellular	cellular	ADJ
cana-4007	220	28	automata	automata	NOUN
cana-4007	220	29	to	to	PART
cana-4007	220	30	geosimulation	geosimulation	VERB
cana-4007	220	31	a	a	DET
cana-4007	220	32	case	case	NOUN
cana-4007	220	33	study	study	NOUN
cana-4007	220	34	of	of	ADP
cana-4007	220	35	tehran	tehran	PROPN
cana-4007	220	36	,	,	PUNCT
cana-4007	220	37	iran	iran	PROPN
cana-4007	220	38	,	,	PUNCT
cana-4007	220	39	”	"	PUNCT
cana-4007	220	40	in	in	ADP
cana-4007	220	41	2011	2011	NUM
cana-4007	220	42	international	international	ADJ
cana-4007	220	43	symposium	symposium	NOUN
cana-4007	220	44	on	on	ADP
cana-4007	220	45	image	image	NOUN
cana-4007	220	46	and	and	CCONJ
cana-4007	220	47	data	datum	NOUN
cana-4007	220	48	fusion	fusion	NOUN
cana-4007	220	49	,	,	PUNCT
cana-4007	220	50	tengchong	tengchong	ADJ
cana-4007	220	51	,	,	PUNCT
cana-4007	220	52	yunnan	yunnan	NOUN
cana-4007	220	53	,	,	PUNCT
cana-4007	220	54	china	china	PROPN
cana-4007	220	55	:	:	PUNCT
cana-4007	220	56	ieee	ieee	PROPN
cana-4007	220	57	,	,	PUNCT
cana-4007	220	58	aug	aug	PROPN
cana-4007	220	59	.	.	PROPN
cana-4007	220	60	2011	2011	NUM
cana-4007	220	61	,	,	PUNCT
cana-4007	220	62	pp	pp	ADV
cana-4007	220	63	.	.	PUNCT
cana-4007	221	1	1–4	1–4	PROPN
cana-4007	221	2	.	.	PUNCT
cana-4007	221	3	doi	doi	PROPN
cana-4007	221	4	:	:	PUNCT
cana-4007	221	5	10.1109	10.1109	NUM
cana-4007	221	6	/	/	SYM
cana-4007	221	7	isidf.2011.6024203	isidf.2011.6024203	PROPN
cana-4007	221	8	.	.	PUNCT
cana-4007	222	1	[	[	X
cana-4007	222	2	5	5	X
cana-4007	222	3	]	]	X
cana-4007	222	4	h.	h.	PROPN
cana-4007	222	5	qiu	qiu	PROPN
cana-4007	222	6	,	,	PUNCT
cana-4007	222	7	j.	j.	PROPN
cana-4007	222	8	zhang	zhang	PROPN
cana-4007	222	9	,	,	PUNCT
cana-4007	222	10	h.	h.	PROPN
cana-4007	222	11	han	han	PROPN
cana-4007	222	12	,	,	PUNCT
cana-4007	222	13	x.	x.	PROPN
cana-4007	222	14	cheng	cheng	PROPN
cana-4007	222	15	,	,	PUNCT
cana-4007	222	16	and	and	CCONJ
cana-4007	222	17	f.	f.	PROPN
cana-4007	222	18	kang	kang	PROPN
cana-4007	222	19	,	,	PUNCT
cana-4007	222	20	“	"	PUNCT
cana-4007	222	21	study	study	NOUN
cana-4007	222	22	on	on	ADP
cana-4007	222	23	the	the	DET
cana-4007	222	24	impact	impact	NOUN
cana-4007	222	25	of	of	ADP
cana-4007	222	26	vegetation	vegetation	NOUN
cana-4007	222	27	change	change	NOUN
cana-4007	222	28	on	on	ADP
cana-4007	222	29	ecosystem	ecosystem	NOUN
cana-4007	222	30	services	service	NOUN
cana-4007	222	31	in	in	ADP
cana-4007	222	32	the	the	DET
cana-4007	222	33	loess	loess	NOUN
cana-4007	222	34	plateau	plateau	NOUN
cana-4007	222	35	,	,	PUNCT
cana-4007	222	36	china	china	PROPN
cana-4007	222	37	,	,	PUNCT
cana-4007	222	38	”	"	PUNCT
cana-4007	222	39	ecological	ecological	ADJ
cana-4007	222	40	indicators	indicator	NOUN
cana-4007	222	41	,	,	PUNCT
cana-4007	222	42	vol	vol	NOUN
cana-4007	222	43	.	.	PROPN
cana-4007	222	44	154	154	NUM
cana-4007	222	45	,	,	PUNCT
cana-4007	222	46	p.	p.	NOUN
cana-4007	222	47	110812	110812	NUM
cana-4007	222	48	,	,	PUNCT
cana-4007	222	49	oct	oct	PROPN
cana-4007	222	50	.	.	PROPN
cana-4007	222	51	2023	2023	NUM
cana-4007	222	52	,	,	PUNCT
cana-4007	222	53	doi	doi	NOUN
cana-4007	222	54	:	:	PUNCT
cana-4007	222	55	10.1016	10.1016	NUM
cana-4007	222	56	/	/	SYM
cana-4007	222	57	j.ecolind.2023.110812	j.ecolind.2023.110812	NOUN
cana-4007	222	58	.	.	PUNCT
cana-4007	223	1	[	[	X
cana-4007	223	2	6	6	NUM
cana-4007	223	3	]	]	PUNCT
cana-4007	223	4	t.	t.	NOUN
cana-4007	223	5	tokihiro	tokihiro	PROPN
cana-4007	223	6	,	,	PUNCT
cana-4007	223	7	d.	d.	PROPN
cana-4007	223	8	takahashi	takahashi	PROPN
cana-4007	223	9	,	,	PUNCT
cana-4007	223	10	j.	j.	PROPN
cana-4007	223	11	matsukidaira	matsukidaira	PROPN
cana-4007	223	12	,	,	PUNCT
cana-4007	223	13	and	and	CCONJ
cana-4007	223	14	j.	j.	PROPN
cana-4007	223	15	satsuma	satsuma	PROPN
cana-4007	223	16	,	,	PUNCT
cana-4007	223	17	“	"	PUNCT
cana-4007	223	18	from	from	ADP
cana-4007	223	19	soliton	soliton	NOUN
cana-4007	223	20	equations	equation	NOUN
cana-4007	223	21	to	to	PART
cana-4007	223	22	integrable	integrable	VERB
cana-4007	223	23	cellular	cellular	ADJ
cana-4007	223	24	automata	automata	NOUN
cana-4007	223	25	through	through	ADP
cana-4007	223	26	a	a	DET
cana-4007	223	27	limiting	limit	VERB
cana-4007	223	28	procedure	procedure	NOUN
cana-4007	223	29	,	,	PUNCT
cana-4007	223	30	”	"	PUNCT
cana-4007	223	31	phys	phy	NOUN
cana-4007	223	32	.	.	PUNCT
cana-4007	224	1	rev	rev	PROPN
cana-4007	224	2	.	.	PROPN
cana-4007	224	3	lett	lett	PROPN
cana-4007	224	4	.	.	PROPN
cana-4007	224	5	,	,	PUNCT
cana-4007	224	6	vol	vol	NOUN
cana-4007	224	7	.	.	PROPN
cana-4007	225	1	76	76	NUM
cana-4007	225	2	,	,	PUNCT
cana-4007	225	3	no	no	INTJ
cana-4007	225	4	.	.	NOUN
cana-4007	225	5	18	18	NUM
cana-4007	225	6	,	,	PUNCT
cana-4007	225	7	pp	pp	ADJ
cana-4007	225	8	.	.	PUNCT
cana-4007	226	1	3247	3247	NUM
cana-4007	226	2	–	–	PUNCT
cana-4007	226	3	3250	3250	NUM
cana-4007	226	4	,	,	PUNCT
cana-4007	226	5	apr	apr	PROPN
cana-4007	226	6	.	.	PROPN
cana-4007	226	7	1996	1996	NUM
cana-4007	226	8	,	,	PUNCT
cana-4007	226	9	doi	doi	NOUN
cana-4007	226	10	:	:	PUNCT
cana-4007	226	11	10.1103	10.1103	NUM
cana-4007	226	12	/	/	SYM
cana-4007	226	13	physrevlett.76.3247	physrevlett.76.3247	ADJ
cana-4007	226	14	.	.	PUNCT
cana-4007	227	1	[	[	X
cana-4007	227	2	7	7	X
cana-4007	227	3	]	]	X
cana-4007	227	4	r.	r.	PROPN
cana-4007	227	5	g.	g.	PROPN
cana-4007	227	6	pontius	pontius	PROPN
cana-4007	227	7	and	and	CCONJ
cana-4007	227	8	l.	l.	PROPN
cana-4007	227	9	c.	c.	PROPN
cana-4007	227	10	schneider	schneider	PROPN
cana-4007	227	11	,	,	PUNCT
cana-4007	227	12	“	"	PUNCT
cana-4007	227	13	land	land	NOUN
cana-4007	227	14	-	-	PUNCT
cana-4007	227	15	cover	cover	NOUN
cana-4007	227	16	change	change	NOUN
cana-4007	227	17	model	model	NOUN
cana-4007	227	18	validation	validation	NOUN
cana-4007	227	19	by	by	ADP
cana-4007	227	20	an	an	DET
cana-4007	227	21	roc	roc	PROPN
cana-4007	227	22	method	method	NOUN
cana-4007	227	23	for	for	ADP
cana-4007	227	24	the	the	DET
cana-4007	227	25	ipswich	ipswich	PROPN
cana-4007	227	26	watershed	watershed	PROPN
cana-4007	227	27	,	,	PUNCT
cana-4007	227	28	massachusetts	massachusetts	PROPN
cana-4007	227	29	,	,	PUNCT
cana-4007	227	30	usa	usa	PROPN
cana-4007	227	31	,	,	PUNCT
cana-4007	227	32	”	"	PUNCT
cana-4007	227	33	agriculture	agriculture	NOUN
cana-4007	227	34	,	,	PUNCT
cana-4007	227	35	ecosystems	ecosystem	NOUN
cana-4007	227	36	&	&	CCONJ
cana-4007	227	37	environment	environment	PROPN
cana-4007	227	38	,	,	PUNCT
cana-4007	227	39	vol	vol	NOUN
cana-4007	227	40	.	.	PROPN
cana-4007	227	41	85	85	NUM
cana-4007	227	42	,	,	PUNCT
cana-4007	227	43	no	no	INTJ
cana-4007	227	44	.	.	PUNCT
cana-4007	228	1	1–3	1–3	NUM
cana-4007	228	2	,	,	PUNCT
cana-4007	228	3	pp	pp	ADJ
cana-4007	228	4	.	.	PUNCT
cana-4007	229	1	239–248	239–248	NUM
cana-4007	229	2	,	,	PUNCT
cana-4007	229	3	jun	jun	PROPN
cana-4007	229	4	.	.	PROPN
cana-4007	229	5	2001	2001	NUM
cana-4007	229	6	,	,	PUNCT
cana-4007	229	7	doi	doi	NOUN
cana-4007	229	8	:	:	PUNCT
cana-4007	229	9	10.1016	10.1016	NUM
cana-4007	229	10	/	/	SYM
cana-4007	229	11	s0167	s0167	PROPN
cana-4007	229	12	-	-	PUNCT
cana-4007	229	13	8809(01)00187	8809(01)00187	NUM
cana-4007	229	14	-	-	PUNCT
cana-4007	229	15	6	6	NUM
cana-4007	229	16	.	.	PUNCT
cana-4007	230	1	[	[	X
cana-4007	230	2	8	8	NUM
cana-4007	230	3	]	]	X
cana-4007	230	4	e.	e.	PROPN
cana-4007	230	5	koomen	koomen	PROPN
cana-4007	230	6	and	and	CCONJ
cana-4007	230	7	j.	j.	PROPN
cana-4007	230	8	a.	a.	PROPN
cana-4007	230	9	m.	m.	PROPN
cana-4007	230	10	borsboom	borsboom	PROPN
cana-4007	230	11	van	van	PROPN
cana-4007	230	12	beurden	beurden	PROPN
cana-4007	230	13	,	,	PUNCT
cana-4007	230	14	eds	eds	PROPN
cana-4007	230	15	.	.	PROPN
cana-4007	230	16	,	,	PUNCT
cana-4007	230	17	land	land	NOUN
cana-4007	230	18	-	-	PUNCT
cana-4007	230	19	use	use	NOUN
cana-4007	230	20	modelling	modelling	NOUN
cana-4007	230	21	in	in	ADP
cana-4007	230	22	planning	planning	NOUN
cana-4007	230	23	practice	practice	NOUN
cana-4007	230	24	.	.	PUNCT
cana-4007	231	1	in	in	ADP
cana-4007	231	2	the	the	DET
cana-4007	231	3	geojournal	geojournal	ADJ
cana-4007	231	4	library	library	NOUN
cana-4007	231	5	,	,	PUNCT
cana-4007	231	6	no	no	INTJ
cana-4007	231	7	.	.	PUNCT
cana-4007	232	1	v.	v.	ADP
cana-4007	232	2	101	101	NUM
cana-4007	232	3	.	.	PUNCT
cana-4007	233	1	new	new	PROPN
cana-4007	233	2	york	york	PROPN
cana-4007	233	3	:	:	PUNCT
cana-4007	233	4	springer	springer	NOUN
cana-4007	233	5	,	,	PUNCT
cana-4007	233	6	2011	2011	NUM
cana-4007	233	7	.	.	PUNCT
cana-4007	234	1	[	[	X
cana-4007	234	2	9	9	NUM
cana-4007	234	3	]	]	PUNCT
cana-4007	234	4	r.	r.	PROPN
cana-4007	234	5	hamad	hamad	PROPN
cana-4007	234	6	,	,	PUNCT
cana-4007	234	7	h.	h.	PROPN
cana-4007	234	8	balzter	balzter	NOUN
cana-4007	234	9	,	,	PUNCT
cana-4007	234	10	and	and	CCONJ
cana-4007	234	11	k.	k.	PROPN
cana-4007	234	12	kolo	kolo	PROPN
cana-4007	234	13	,	,	PUNCT
cana-4007	234	14	“	"	PUNCT
cana-4007	234	15	predicting	predict	VERB
cana-4007	234	16	land	land	NOUN
cana-4007	234	17	use	use	NOUN
cana-4007	234	18	/	/	SYM
cana-4007	234	19	land	land	NOUN
cana-4007	234	20	cover	cover	NOUN
cana-4007	234	21	changes	change	NOUN
cana-4007	234	22	using	use	VERB
cana-4007	234	23	a	a	DET
cana-4007	234	24	camarkov	camarkov	NOUN
cana-4007	234	25	model	model	NOUN
cana-4007	234	26	under	under	ADP
cana-4007	234	27	two	two	NUM
cana-4007	234	28	different	different	ADJ
cana-4007	234	29	scenarios	scenario	NOUN
cana-4007	234	30	,	,	PUNCT
cana-4007	234	31	”	"	PUNCT
cana-4007	234	32	sustainability	sustainability	NOUN
cana-4007	234	33	,	,	PUNCT
cana-4007	234	34	vol	vol	NOUN
cana-4007	234	35	.	.	PROPN
cana-4007	234	36	10	10	NUM
cana-4007	234	37	,	,	PUNCT
cana-4007	234	38	no	no	INTJ
cana-4007	234	39	.	.	NOUN
cana-4007	234	40	10	10	NUM
cana-4007	234	41	,	,	PUNCT
cana-4007	234	42	p.	p.	NOUN
cana-4007	234	43	3421	3421	NUM
cana-4007	234	44	,	,	PUNCT
cana-4007	234	45	sep	sep	PROPN
cana-4007	234	46	.	.	PROPN
cana-4007	234	47	2018	2018	NUM
cana-4007	234	48	,	,	PUNCT
cana-4007	234	49	doi	doi	NOUN
cana-4007	234	50	:	:	PUNCT
cana-4007	234	51	10.3390	10.3390	NUM
cana-4007	234	52	/	/	SYM
cana-4007	234	53	su10103421	su10103421	PROPN
cana-4007	234	54	.	.	PUNCT
cana-4007	235	1	[	[	X
cana-4007	235	2	10	10	NUM
cana-4007	235	3	]	]	X
cana-4007	235	4	b.	b.	PROPN
cana-4007	236	1	markham	markham	PROPN
cana-4007	236	2	et	et	PROPN
cana-4007	236	3	al	al	PROPN
cana-4007	236	4	.	.	PROPN
cana-4007	236	5	,	,	PUNCT
cana-4007	236	6	“	"	PUNCT
cana-4007	236	7	landsat-8	landsat-8	NUM
cana-4007	236	8	operational	operational	ADJ
cana-4007	236	9	land	land	NOUN
cana-4007	236	10	imager	imager	NOUN
cana-4007	236	11	radiometric	radiometric	ADJ
cana-4007	236	12	calibration	calibration	NOUN
cana-4007	236	13	and	and	CCONJ
cana-4007	236	14	stability	stability	NOUN
cana-4007	236	15	,	,	PUNCT
cana-4007	236	16	”	"	PUNCT
cana-4007	236	17	remote	remote	ADJ
cana-4007	236	18	sensing	sensing	NOUN
cana-4007	236	19	,	,	PUNCT
cana-4007	236	20	vol	vol	NOUN
cana-4007	236	21	.	.	PROPN
cana-4007	236	22	6	6	NUM
cana-4007	236	23	,	,	PUNCT
cana-4007	236	24	no	no	INTJ
cana-4007	236	25	.	.	NOUN
cana-4007	236	26	12	12	NUM
cana-4007	236	27	,	,	PUNCT
cana-4007	236	28	pp	pp	ADJ
cana-4007	236	29	.	.	PUNCT
cana-4007	237	1	12275–12308	12275–12308	NUM
cana-4007	237	2	,	,	PUNCT
cana-4007	237	3	dec	dec	PROPN
cana-4007	237	4	.	.	PROPN
cana-4007	237	5	2014	2014	NUM
cana-4007	237	6	,	,	PUNCT
cana-4007	237	7	doi	doi	NOUN
cana-4007	237	8	:	:	PUNCT
cana-4007	237	9	10.3390	10.3390	NUM
cana-4007	237	10	/	/	SYM
cana-4007	237	11	rs61212275	rs61212275	PROPN
cana-4007	237	12	.	.	PUNCT
cana-4007	238	1	[	[	X
cana-4007	238	2	11	11	NUM
cana-4007	238	3	]	]	X
cana-4007	238	4	mary	mary	PROPN
cana-4007	238	5	l.	l.	PROPN
cana-4007	238	6	mchugh	mchugh	PROPN
cana-4007	238	7	,	,	PUNCT
cana-4007	238	8	“	"	PUNCT
cana-4007	238	9	interrater	interrater	ADJ
cana-4007	238	10	reliability	reliability	NOUN
cana-4007	238	11	:	:	PUNCT
cana-4007	238	12	the	the	DET
cana-4007	238	13	kappa	kappa	PROPN
cana-4007	238	14	statistic	statistic	PROPN
cana-4007	238	15	,	,	PUNCT
cana-4007	238	16	”	"	PUNCT
cana-4007	238	17	biochemia	biochemia	NOUN
cana-4007	238	18	medica	medica	PROPN
cana-4007	238	19	,	,	PUNCT
cana-4007	238	20	pp	pp	ADP
cana-4007	238	21	.	.	PUNCT
cana-4007	239	1	276–282	276–282	NUM
cana-4007	239	2	,	,	PUNCT
cana-4007	239	3	oct	oct	PROPN
cana-4007	239	4	.	.	PROPN
cana-4007	239	5	2012	2012	NUM
cana-4007	239	6	.	.	PUNCT
cana-4007	240	1	[	[	X
cana-4007	240	2	12	12	NUM
cana-4007	240	3	]	]	X
cana-4007	240	4	c.	c.	PROPN
cana-4007	240	5	n.	n.	PROPN
cana-4007	240	6	mundia	mundia	PROPN
cana-4007	240	7	and	and	CCONJ
cana-4007	240	8	m.	m.	NOUN
cana-4007	240	9	aniya	aniya	PROPN
cana-4007	240	10	,	,	PUNCT
cana-4007	240	11	“	"	PUNCT
cana-4007	240	12	analysis	analysis	NOUN
cana-4007	240	13	of	of	ADP
cana-4007	240	14	land	land	NOUN
cana-4007	240	15	use	use	NOUN
cana-4007	240	16	/	/	SYM
cana-4007	240	17	cover	cover	NOUN
cana-4007	240	18	changes	change	NOUN
cana-4007	240	19	and	and	CCONJ
cana-4007	240	20	urban	urban	ADJ
cana-4007	240	21	expansion	expansion	NOUN
cana-4007	240	22	of	of	ADP
cana-4007	240	23	nairobi	nairobi	PROPN
cana-4007	240	24	city	city	PROPN
cana-4007	240	25	using	use	VERB
cana-4007	240	26	remote	remote	ADJ
cana-4007	240	27	sensing	sensing	NOUN
cana-4007	240	28	and	and	CCONJ
cana-4007	240	29	gis	gis	NOUN
cana-4007	240	30	,	,	PUNCT
cana-4007	240	31	”	"	PUNCT
cana-4007	240	32	international	international	ADJ
cana-4007	240	33	journal	journal	NOUN
cana-4007	240	34	of	of	ADP
cana-4007	240	35	remote	remote	ADJ
cana-4007	240	36	sensing	sensing	NOUN
cana-4007	240	37	,	,	PUNCT
cana-4007	240	38	vol	vol	NOUN
cana-4007	240	39	.	.	PROPN
cana-4007	240	40	26	26	NUM
cana-4007	240	41	,	,	PUNCT
cana-4007	240	42	no	no	INTJ
cana-4007	240	43	.	.	NOUN
cana-4007	240	44	13	13	NUM
cana-4007	240	45	,	,	PUNCT
cana-4007	240	46	pp	pp	ADJ
cana-4007	240	47	.	.	PUNCT
cana-4007	240	48	2831–2849	2831–2849	NUM
cana-4007	240	49	,	,	PUNCT
cana-4007	240	50	jul	jul	PROPN
cana-4007	240	51	.	.	PROPN
cana-4007	240	52	2005	2005	NUM
cana-4007	240	53	,	,	PUNCT
cana-4007	240	54	doi	doi	NOUN
cana-4007	240	55	:	:	PUNCT
cana-4007	240	56	10.1080/01431160500117865	10.1080/01431160500117865	NUM
cana-4007	240	57	.	.	PUNCT
cana-4007	241	1	[	[	X
cana-4007	241	2	13	13	NUM
cana-4007	241	3	]	]	PUNCT
cana-4007	241	4	k.	k.	PROPN
cana-4007	241	5	c.	c.	PROPN
cana-4007	241	6	seto	seto	PROPN
cana-4007	241	7	,	,	PUNCT
cana-4007	241	8	r.	r.	PROPN
cana-4007	241	9	k.	k.	PROPN
cana-4007	241	10	kaufmann	kaufmann	PROPN
cana-4007	241	11	,	,	PUNCT
cana-4007	241	12	and	and	CCONJ
cana-4007	241	13	c.	c.	PROPN
cana-4007	241	14	e.	e.	PROPN
cana-4007	241	15	woodcock	woodcock	PROPN
cana-4007	241	16	,	,	PUNCT
cana-4007	241	17	“	"	PUNCT
cana-4007	241	18	monitoring	monitor	VERB
cana-4007	241	19	land	land	NOUN
cana-4007	241	20	use	use	NOUN
cana-4007	241	21	change	change	NOUN
cana-4007	241	22	in	in	ADP
cana-4007	241	23	the	the	DET
cana-4007	241	24	pearl	pearl	NOUN
cana-4007	241	25	river	river	PROPN
cana-4007	241	26	delta	delta	NOUN
cana-4007	241	27	,	,	PUNCT
cana-4007	241	28	china	china	PROPN
cana-4007	241	29	,	,	PUNCT
cana-4007	241	30	”	"	PUNCT
cana-4007	241	31	in	in	ADP
cana-4007	241	32	linking	link	VERB
cana-4007	241	33	people	people	NOUN
cana-4007	241	34	,	,	PUNCT
cana-4007	241	35	place	place	NOUN
cana-4007	241	36	,	,	PUNCT
cana-4007	241	37	and	and	CCONJ
cana-4007	241	38	policy	policy	NOUN
cana-4007	241	39	,	,	PUNCT
cana-4007	241	40	s.	s.	PROPN
cana-4007	241	41	j.	j.	PROPN
cana-4007	241	42	walsh	walsh	PROPN
cana-4007	241	43	and	and	CCONJ
cana-4007	241	44	k.	k.	PROPN
cana-4007	241	45	a.	a.	PROPN
cana-4007	241	46	crews	crews	PROPN
cana-4007	241	47	-	-	PUNCT
cana-4007	241	48	meyer	meyer	PROPN
cana-4007	241	49	,	,	PUNCT
cana-4007	241	50	eds	eds	PROPN
cana-4007	241	51	.	.	PROPN
cana-4007	241	52	,	,	PUNCT
cana-4007	241	53	boston	boston	PROPN
cana-4007	241	54	,	,	PUNCT
cana-4007	241	55	ma	ma	PROPN
cana-4007	241	56	:	:	PUNCT
cana-4007	241	57	springer	springer	NOUN
cana-4007	241	58	us	we	PRON
cana-4007	241	59	,	,	PUNCT
cana-4007	241	60	2002	2002	NUM
cana-4007	241	61	,	,	PUNCT
cana-4007	241	62	pp	pp	ADJ
cana-4007	241	63	.	.	PUNCT
cana-4007	242	1	69–90	69–90	NOUN
cana-4007	242	2	.	.	PUNCT
cana-4007	243	1	doi	doi	NOUN
cana-4007	243	2	:	:	PUNCT
cana-4007	243	3	10.1007/978	10.1007/978	NUM
cana-4007	243	4	-	-	SYM
cana-4007	243	5	1	1	NUM
cana-4007	243	6	-	-	PUNCT
cana-4007	243	7	4615	4615	NUM
cana-4007	243	8	-	-	PUNCT
cana-4007	243	9	0985	0985	NUM
cana-4007	243	10	-	-	PUNCT
cana-4007	243	11	1_4	1_4	NUM
cana-4007	243	12	.	.	PUNCT
cana-4007	244	1	[	[	X
cana-4007	244	2	14	14	NUM
cana-4007	244	3	]	]	X
cana-4007	244	4	g.	g.	PROPN
cana-4007	244	5	n.	n.	PROPN
cana-4007	244	6	d.	d.	PROPN
cana-4007	244	7	lima	lima	PROPN
cana-4007	244	8	and	and	CCONJ
cana-4007	245	1	v.	v.	ADP
cana-4007	245	2	o.	o.	PROPN
cana-4007	245	3	magaña	magaña	PROPN
cana-4007	245	4	rueda	rueda	PROPN
cana-4007	245	5	,	,	PUNCT
cana-4007	245	6	“	"	PUNCT
cana-4007	245	7	the	the	DET
cana-4007	245	8	urban	urban	ADJ
cana-4007	245	9	growth	growth	NOUN
cana-4007	245	10	of	of	ADP
cana-4007	245	11	the	the	DET
cana-4007	245	12	metropolitan	metropolitan	ADJ
cana-4007	245	13	area	area	NOUN
cana-4007	245	14	of	of	ADP
cana-4007	245	15	sao	sao	PROPN
cana-4007	245	16	paulo	paulo	PROPN
cana-4007	245	17	and	and	CCONJ
cana-4007	245	18	its	its	PRON
cana-4007	245	19	impact	impact	NOUN
cana-4007	245	20	on	on	ADP
cana-4007	245	21	the	the	DET
cana-4007	245	22	climate	climate	NOUN
cana-4007	245	23	,	,	PUNCT
cana-4007	245	24	”	"	PUNCT
cana-4007	245	25	weather	weather	NOUN
cana-4007	245	26	and	and	CCONJ
cana-4007	245	27	climate	climate	NOUN
cana-4007	245	28	extremes	extreme	NOUN
cana-4007	245	29	,	,	PUNCT
cana-4007	245	30	vol	vol	NOUN
cana-4007	245	31	.	.	PROPN
cana-4007	245	32	21	21	NUM
cana-4007	245	33	,	,	PUNCT
cana-4007	245	34	pp	pp	PROPN
cana-4007	245	35	.	.	PUNCT
cana-4007	245	36	17–26	17–26	NUM
cana-4007	245	37	,	,	PUNCT
cana-4007	245	38	sep	sep	PROPN
cana-4007	245	39	.	.	PROPN
cana-4007	245	40	2018	2018	NUM
cana-4007	245	41	,	,	PUNCT
cana-4007	245	42	doi	doi	NOUN
cana-4007	245	43	:	:	PUNCT
cana-4007	245	44	10.1016	10.1016	NUM
cana-4007	245	45	/	/	SYM
cana-4007	245	46	j.wace.2018.05.002	j.wace.2018.05.002	PROPN
cana-4007	245	47	.	.	PUNCT
cana-4007	246	1	[	[	X
cana-4007	246	2	15	15	NUM
cana-4007	246	3	]	]	SYM
cana-4007	246	4	usgs	usg	NOUN
cana-4007	246	5	,	,	PUNCT
cana-4007	246	6	“	"	PUNCT
cana-4007	246	7	earthexplorer	earthexplorer	PROPN
cana-4007	246	8	usgs	usgs	PROPN
cana-4007	246	9	.	.	PUNCT
cana-4007	246	10	”	"	PUNCT
cana-4007	247	1	[	[	X
cana-4007	247	2	online	online	X
cana-4007	247	3	]	]	X
cana-4007	247	4	.	.	PUNCT
cana-4007	248	1	available	available	ADJ
cana-4007	248	2	:	:	PUNCT
cana-4007	249	1	https://earthexplorer.usgs.gov/	https://earthexplorer.usgs.gov/	NOUN
cana-4007	250	1	[	[	X
cana-4007	250	2	16	16	NUM
cana-4007	250	3	]	]	PUNCT
cana-4007	250	4	z.	z.	PROPN
cana-4007	250	5	zhang	zhang	PROPN
cana-4007	250	6	,	,	PUNCT
cana-4007	250	7	g.	g.	PROPN
cana-4007	250	8	he	he	PRON
cana-4007	250	9	,	,	PUNCT
cana-4007	250	10	and	and	CCONJ
cana-4007	250	11	x.	x.	PROPN
cana-4007	250	12	wang	wang	PROPN
cana-4007	250	13	,	,	PUNCT
cana-4007	250	14	“	"	PUNCT
cana-4007	250	15	a	a	DET
cana-4007	250	16	practical	practical	ADJ
cana-4007	250	17	dos	do	NOUN
cana-4007	250	18	model	model	NOUN
cana-4007	250	19	-	-	PUNCT
cana-4007	250	20	based	base	VERB
cana-4007	250	21	atmospheric	atmospheric	ADJ
cana-4007	250	22	correction	correction	NOUN
cana-4007	250	23	algorithm	algorithm	NOUN
cana-4007	250	24	,	,	PUNCT
cana-4007	250	25	”	"	PUNCT
cana-4007	250	26	international	international	ADJ
cana-4007	250	27	journal	journal	NOUN
cana-4007	250	28	of	of	ADP
cana-4007	250	29	remote	remote	ADJ
cana-4007	250	30	sensing	sensing	NOUN
cana-4007	250	31	,	,	PUNCT
cana-4007	250	32	vol	vol	NOUN
cana-4007	250	33	.	.	PROPN
cana-4007	251	1	31	31	NUM
cana-4007	251	2	,	,	PUNCT
cana-4007	251	3	no	no	INTJ
cana-4007	251	4	.	.	NOUN
cana-4007	251	5	11	11	NUM
cana-4007	251	6	,	,	PUNCT
cana-4007	251	7	pp	pp	ADJ
cana-4007	251	8	.	.	PUNCT
cana-4007	252	1	2837–2852	2837–2852	NUM
cana-4007	252	2	,	,	PUNCT
cana-4007	252	3	jun	jun	PROPN
cana-4007	252	4	.	.	PROPN
cana-4007	252	5	2010	2010	NUM
cana-4007	252	6	,	,	PUNCT
cana-4007	252	7	doi	doi	NOUN
cana-4007	252	8	:	:	PUNCT
cana-4007	252	9	10.1080/01431160903124682	10.1080/01431160903124682	NUM
cana-4007	252	10	.	.	PUNCT
cana-4007	253	1	[	[	X
cana-4007	253	2	17	17	NUM
cana-4007	253	3	]	]	PUNCT
cana-4007	253	4	m.	m.	NOUN
cana-4007	253	5	wang	wang	PROPN
cana-4007	253	6	,	,	PUNCT
cana-4007	253	7	l.	l.	PROPN
cana-4007	253	8	cai	cai	PROPN
cana-4007	253	9	,	,	PUNCT
cana-4007	253	10	h.	h.	PROPN
cana-4007	253	11	xu	xu	PROPN
cana-4007	253	12	,	,	PUNCT
cana-4007	253	13	and	and	CCONJ
cana-4007	253	14	s.	s.	PROPN
cana-4007	253	15	zhao	zhao	PROPN
cana-4007	253	16	,	,	PUNCT
cana-4007	253	17	“	"	PUNCT
cana-4007	253	18	predicting	predict	VERB
cana-4007	253	19	land	land	NOUN
cana-4007	253	20	use	use	NOUN
cana-4007	253	21	changes	change	NOUN
cana-4007	253	22	in	in	ADP
cana-4007	253	23	northern	northern	ADJ
cana-4007	253	24	china	china	PROPN
cana-4007	253	25	using	use	VERB
cana-4007	253	26	logistic	logistic	ADJ
cana-4007	253	27	regression	regression	NOUN
cana-4007	253	28	,	,	PUNCT
cana-4007	253	29	cellular	cellular	ADJ
cana-4007	253	30	automata	automata	NOUN
cana-4007	253	31	,	,	PUNCT
cana-4007	253	32	and	and	CCONJ
cana-4007	253	33	a	a	DET
cana-4007	253	34	markov	markov	NOUN
cana-4007	253	35	model	model	NOUN
cana-4007	253	36	,	,	PUNCT
cana-4007	253	37	”	"	PUNCT
cana-4007	253	38	arab	arab	PROPN
cana-4007	253	39	j	j	PROPN
cana-4007	253	40	geosci	geosci	PROPN
cana-4007	253	41	,	,	PUNCT
cana-4007	253	42	vol	vol	NOUN
cana-4007	253	43	.	.	PROPN
cana-4007	253	44	12	12	NUM
cana-4007	253	45	,	,	PUNCT
cana-4007	253	46	no	no	INTJ
cana-4007	253	47	.	.	NOUN
cana-4007	253	48	24	24	NUM
cana-4007	253	49	,	,	PUNCT
cana-4007	253	50	p.	p.	NOUN
cana-4007	253	51	790	790	NUM
cana-4007	253	52	,	,	PUNCT
cana-4007	253	53	dec	dec	PROPN
cana-4007	253	54	.	.	PROPN
cana-4007	253	55	2019	2019	NUM
cana-4007	253	56	,	,	PUNCT
cana-4007	253	57	doi	doi	NOUN
cana-4007	253	58	:	:	PUNCT
cana-4007	253	59	10.1007	10.1007	NUM
cana-4007	253	60	/	/	SYM
cana-4007	253	61	s12517	s12517	NOUN
cana-4007	253	62	-	-	PUNCT
cana-4007	253	63	019	019	NUM
cana-4007	253	64	-	-	PUNCT
cana-4007	253	65	4985	4985	NUM
cana-4007	253	66	-	-	SYM
cana-4007	253	67	9	9	NUM
cana-4007	253	68	.	.	PUNCT
cana-4007	254	1	[	[	X
cana-4007	254	2	18	18	NUM
cana-4007	254	3	]	]	PUNCT
cana-4007	254	4	j.	j.	PROPN
cana-4007	254	5	f.	f.	PROPN
cana-4007	254	6	gondwe	gondwe	PROPN
cana-4007	254	7	,	,	PUNCT
cana-4007	254	8	s.	s.	PROPN
cana-4007	254	9	lin	lin	PROPN
cana-4007	254	10	,	,	PUNCT
cana-4007	254	11	and	and	CCONJ
cana-4007	254	12	r.	r.	PROPN
cana-4007	254	13	m.	m.	PROPN
cana-4007	254	14	munthali	munthali	PROPN
cana-4007	254	15	,	,	PUNCT
cana-4007	254	16	“	"	PUNCT
cana-4007	254	17	analysis	analysis	NOUN
cana-4007	254	18	of	of	ADP
cana-4007	254	19	land	land	NOUN
cana-4007	254	20	use	use	NOUN
cana-4007	254	21	and	and	CCONJ
cana-4007	254	22	land	land	NOUN
cana-4007	254	23	cover	cover	NOUN
cana-4007	254	24	changes	change	NOUN
cana-4007	254	25	in	in	ADP
cana-4007	254	26	urban	urban	ADJ
cana-4007	254	27	areas	area	NOUN
cana-4007	254	28	using	use	VERB
cana-4007	254	29	remote	remote	ADJ
cana-4007	254	30	sensing	sensing	NOUN
cana-4007	254	31	:	:	PUNCT
cana-4007	254	32	case	case	NOUN
cana-4007	254	33	of	of	ADP
cana-4007	254	34	blantyre	blantyre	PROPN
cana-4007	254	35	city	city	PROPN
cana-4007	254	36	,	,	PUNCT
cana-4007	254	37	”	"	PUNCT
cana-4007	254	38	discrete	discrete	ADJ
cana-4007	254	39	dynamics	dynamic	NOUN
cana-4007	254	40	in	in	ADP
cana-4007	254	41	nature	nature	NOUN
cana-4007	254	42	and	and	CCONJ
cana-4007	254	43	society	society	NOUN
cana-4007	254	44	,	,	PUNCT
cana-4007	254	45	vol	vol	NOUN
cana-4007	254	46	.	.	PROPN
cana-4007	254	47	2021	2021	NUM
cana-4007	254	48	,	,	PUNCT
cana-4007	254	49	pp	pp	ADV
cana-4007	254	50	.	.	PUNCT
cana-4007	255	1	1–17	1–17	NOUN
cana-4007	255	2	,	,	PUNCT
cana-4007	255	3	dec	dec	PROPN
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cana-4007	255	6	,	,	PUNCT
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cana-4007	256	7	:	:	PUNCT
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cana-4007	257	2	(	(	PUNCT
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cana-4007	257	4	)	)	PUNCT
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cana-4007	272	73	-	-	PUNCT
cana-4007	272	74	0126	0126	NUM
cana-4007	272	75	-	-	SYM
cana-4007	272	76	8	8	NUM
cana-4007	272	77	.	.	PUNCT
cana-4007	273	1	[	[	X
cana-4007	273	2	25	25	NUM
cana-4007	273	3	]	]	PUNCT
cana-4007	273	4	a.	a.	NOUN
cana-4007	273	5	adhikari	adhikari	PROPN
cana-4007	273	6	,	,	PUNCT
cana-4007	273	7	h.	h.	PROPN
cana-4007	273	8	b.	b.	PROPN
cana-4007	273	9	menon	menon	PROPN
cana-4007	273	10	,	,	PUNCT
cana-4007	273	11	and	and	CCONJ
cana-4007	273	12	a.	a.	NOUN
cana-4007	273	13	lotliker	lotliker	PROPN
cana-4007	273	14	,	,	PUNCT
cana-4007	273	15	“	"	PUNCT
cana-4007	273	16	coupling	coupling	NOUN
cana-4007	273	17	of	of	ADP
cana-4007	273	18	hydrography	hydrography	NOUN
cana-4007	273	19	and	and	CCONJ
cana-4007	273	20	bio	bio	ADJ
cana-4007	273	21	-	-	ADJ
cana-4007	273	22	optical	optical	ADJ
cana-4007	273	23	constituents	constituent	NOUN
cana-4007	273	24	in	in	ADP
cana-4007	273	25	a	a	DET
cana-4007	273	26	shallow	shallow	ADJ
cana-4007	273	27	optically	optically	ADV
cana-4007	273	28	complex	complex	ADJ
cana-4007	273	29	region	region	NOUN
cana-4007	273	30	using	use	VERB
cana-4007	273	31	ten	ten	NUM
cana-4007	273	32	years	year	NOUN
cana-4007	273	33	of	of	ADP
cana-4007	273	34	in	in	ADP
cana-4007	273	35	-	-	PUNCT
cana-4007	273	36	situ	situ	NOUN
cana-4007	273	37	data	datum	NOUN
cana-4007	273	38	,	,	PUNCT
cana-4007	273	39	”	"	PUNCT
cana-4007	273	40	isprs	isprs	NOUN
cana-4007	273	41	journal	journal	NOUN
cana-4007	273	42	of	of	ADP
cana-4007	273	43	photogrammetry	photogrammetry	NOUN
cana-4007	273	44	and	and	CCONJ
cana-4007	273	45	remote	remote	ADJ
cana-4007	273	46	sensing	sensing	NOUN
cana-4007	273	47	,	,	PUNCT
cana-4007	273	48	vol	vol	NOUN
cana-4007	273	49	.	.	PROPN
cana-4007	274	1	202	202	NUM
cana-4007	274	2	,	,	PUNCT
cana-4007	274	3	pp	pp	ADJ
cana-4007	274	4	.	.	PUNCT
cana-4007	275	1	499–511	499–511	NUM
cana-4007	275	2	,	,	PUNCT
cana-4007	275	3	aug	aug	PROPN
cana-4007	275	4	.	.	PROPN
cana-4007	275	5	2023	2023	NUM
cana-4007	275	6	,	,	PUNCT
cana-4007	275	7	doi	doi	NOUN
cana-4007	275	8	:	:	PUNCT
cana-4007	275	9	10.1016	10.1016	NUM
cana-4007	275	10	/	/	SYM
cana-4007	275	11	j.isprsjprs.2023.07.014	j.isprsjprs.2023.07.014	PROPN
cana-4007	275	12	.	.	PUNCT
cana-4007	276	1	[	[	X
cana-4007	276	2	26	26	NUM
cana-4007	276	3	]	]	PUNCT
cana-4007	276	4	s.	s.	PROPN
cana-4007	276	5	kumar	kumar	PROPN
cana-4007	276	6	,	,	PUNCT
cana-4007	276	7	shwetank	shwetank	PROPN
cana-4007	276	8	,	,	PUNCT
cana-4007	276	9	and	and	CCONJ
cana-4007	276	10	k.	k.	PROPN
cana-4007	276	11	jain	jain	PROPN
cana-4007	276	12	,	,	PUNCT
cana-4007	276	13	“	"	PUNCT
cana-4007	276	14	a	a	DET
cana-4007	276	15	multi	multi	ADJ
cana-4007	276	16	-	-	ADJ
cana-4007	276	17	temporal	temporal	ADJ
cana-4007	276	18	landsat	landsat	NOUN
cana-4007	276	19	data	datum	NOUN
cana-4007	276	20	analysis	analysis	NOUN
cana-4007	276	21	for	for	ADP
cana-4007	276	22	land	land	NOUN
cana-4007	276	23	-	-	PUNCT
cana-4007	276	24	use	use	NOUN
cana-4007	276	25	/	/	SYM
cana-4007	276	26	landcover	landcover	NOUN
cana-4007	276	27	change	change	NOUN
cana-4007	276	28	in	in	ADP
cana-4007	276	29	haridwar	haridwar	NOUN
cana-4007	276	30	region	region	NOUN
cana-4007	276	31	using	use	VERB
cana-4007	276	32	remote	remote	ADJ
cana-4007	276	33	sensing	sense	VERB
cana-4007	276	34	techniques	technique	NOUN
cana-4007	276	35	,	,	PUNCT
cana-4007	276	36	”	"	PUNCT
cana-4007	276	37	procedia	procedia	NOUN
cana-4007	276	38	computer	computer	NOUN
cana-4007	276	39	science	science	NOUN
cana-4007	276	40	,	,	PUNCT
cana-4007	276	41	vol	vol	NOUN
cana-4007	276	42	.	.	PROPN
cana-4007	276	43	171	171	NUM
cana-4007	276	44	,	,	PUNCT
cana-4007	276	45	pp	pp	ADJ
cana-4007	276	46	.	.	PUNCT
cana-4007	277	1	1184–1193	1184–1193	NUM
cana-4007	277	2	,	,	PUNCT
cana-4007	277	3	2020	2020	NUM
cana-4007	277	4	,	,	PUNCT
cana-4007	277	5	doi	doi	NOUN
cana-4007	277	6	:	:	PUNCT
cana-4007	277	7	10.1016	10.1016	NUM
cana-4007	277	8	/	/	SYM
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cana-4007	277	10	.	.	PUNCT
cana-4007	278	1	[	[	X
cana-4007	278	2	27	27	NUM
cana-4007	278	3	]	]	X
cana-4007	278	4	g.	g.	PROPN
cana-4007	278	5	cavallaro	cavallaro	PROPN
cana-4007	278	6	et	et	PROPN
cana-4007	278	7	al	al	PROPN
cana-4007	278	8	.	.	PROPN
cana-4007	278	9	,	,	PUNCT
cana-4007	278	10	“	"	PUNCT
cana-4007	278	11	scalable	scalable	ADJ
cana-4007	278	12	developments	development	NOUN
cana-4007	278	13	for	for	ADP
cana-4007	278	14	big	big	ADJ
cana-4007	278	15	data	datum	NOUN
cana-4007	278	16	analytics	analytic	NOUN
cana-4007	278	17	in	in	ADP
cana-4007	278	18	remote	remote	ADJ
cana-4007	278	19	sensing	sensing	NOUN
cana-4007	278	20	,	,	PUNCT
cana-4007	278	21	”	"	PUNCT
cana-4007	278	22	in	in	ADP
cana-4007	278	23	2015	2015	NUM
cana-4007	278	24	ieee	ieee	NOUN
cana-4007	278	25	international	international	ADJ
cana-4007	278	26	geoscience	geoscience	NOUN
cana-4007	278	27	and	and	CCONJ
cana-4007	278	28	remote	remote	ADJ
cana-4007	278	29	sensing	sense	VERB
cana-4007	278	30	symposium	symposium	NOUN
cana-4007	278	31	(	(	PUNCT
cana-4007	278	32	igarss	igarss	NOUN
cana-4007	278	33	)	)	PUNCT
cana-4007	278	34	,	,	PUNCT
cana-4007	278	35	milan	milan	PROPN
cana-4007	278	36	,	,	PUNCT
cana-4007	278	37	italy	italy	PROPN
cana-4007	278	38	:	:	PUNCT
cana-4007	278	39	ieee	ieee	PROPN
cana-4007	278	40	,	,	PUNCT
cana-4007	278	41	jul	jul	PROPN
cana-4007	278	42	.	.	PROPN
cana-4007	278	43	2015	2015	NUM
cana-4007	278	44	,	,	PUNCT
cana-4007	278	45	pp	pp	ADJ
cana-4007	278	46	.	.	PUNCT
cana-4007	279	1	1366–1369	1366–1369	NUM
cana-4007	279	2	.	.	PUNCT
cana-4007	280	1	doi	doi	NOUN
cana-4007	280	2	:	:	PUNCT
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cana-4007	280	4	/	/	SYM
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cana-4007	280	6	.	.	PUNCT
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cana-4007	281	2	28	28	NUM
cana-4007	281	3	]	]	X
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cana-4007	281	5	m.	m.	PROPN
cana-4007	281	6	burgueño	burgueño	PROPN
cana-4007	281	7	et	et	PROPN
cana-4007	281	8	al	al	PROPN
cana-4007	281	9	.	.	PROPN
cana-4007	281	10	,	,	PUNCT
cana-4007	281	11	“	"	PUNCT
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cana-4007	281	13	approach	approach	NOUN
cana-4007	281	14	for	for	ADP
cana-4007	281	15	high	high	ADJ
cana-4007	281	16	-	-	PUNCT
cana-4007	281	17	resolution	resolution	NOUN
cana-4007	281	18	land	land	NOUN
cana-4007	281	19	cover	cover	NOUN
cana-4007	281	20	:	:	PUNCT
cana-4007	281	21	a	a	DET
cana-4007	281	22	case	case	NOUN
cana-4007	281	23	study	study	NOUN
cana-4007	281	24	in	in	ADP
cana-4007	281	25	the	the	DET
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cana-4007	281	28	,	,	PUNCT
cana-4007	281	29	”	"	PUNCT
cana-4007	281	30	j	j	PROPN
cana-4007	281	31	big	big	PROPN
cana-4007	281	32	data	data	PROPN
cana-4007	281	33	,	,	PUNCT
cana-4007	281	34	vol	vol	NOUN
cana-4007	281	35	.	.	PROPN
cana-4007	281	36	10	10	NUM
cana-4007	281	37	,	,	PUNCT
cana-4007	281	38	no	no	INTJ
cana-4007	281	39	.	.	NOUN
cana-4007	281	40	1	1	NUM
cana-4007	281	41	,	,	PUNCT
cana-4007	281	42	p.	p.	NOUN
cana-4007	281	43	91	91	NUM
cana-4007	281	44	,	,	PUNCT
cana-4007	281	45	jun	jun	PROPN
cana-4007	281	46	.	.	PROPN
cana-4007	281	47	2023	2023	NUM
cana-4007	281	48	,	,	PUNCT
cana-4007	281	49	doi	doi	NOUN
cana-4007	281	50	:	:	PUNCT
cana-4007	281	51	10.1186	10.1186	NUM
cana-4007	281	52	/	/	SYM
cana-4007	281	53	s40537	s40537	PROPN
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cana-4007	281	55	02300770	02300770	NUM
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cana-4007	282	2	29	29	NUM
cana-4007	282	3	]	]	X
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cana-4007	282	5	a.	a.	PROPN
cana-4007	282	6	t.	t.	PROPN
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cana-4007	282	8	,	,	PUNCT
cana-4007	282	9	i.	i.	PROPN
cana-4007	282	10	yaqoob	yaqoob	PROPN
cana-4007	282	11	,	,	PUNCT
cana-4007	282	12	n.	n.	PROPN
cana-4007	282	13	b.	b.	PROPN
cana-4007	282	14	anuar	anuar	PROPN
cana-4007	282	15	,	,	PUNCT
cana-4007	282	16	s.	s.	PROPN
cana-4007	282	17	mokhtar	mokhtar	PROPN
cana-4007	282	18	,	,	PUNCT
cana-4007	282	19	a.	a.	PROPN
cana-4007	282	20	gani	gani	PROPN
cana-4007	282	21	,	,	PUNCT
cana-4007	282	22	and	and	CCONJ
cana-4007	282	23	s.	s.	PROPN
cana-4007	282	24	ullah	ullah	PROPN
cana-4007	282	25	khan	khan	PROPN
cana-4007	282	26	,	,	PUNCT
cana-4007	282	27	“	"	PUNCT
cana-4007	282	28	the	the	DET
cana-4007	282	29	rise	rise	NOUN
cana-4007	282	30	of	of	ADP
cana-4007	282	31	‘	'	PUNCT
cana-4007	282	32	big	big	ADJ
cana-4007	282	33	data	datum	NOUN
cana-4007	282	34	’	'	PUNCT
cana-4007	282	35	on	on	ADP
cana-4007	282	36	cloud	cloud	NOUN
cana-4007	282	37	computing	computing	NOUN
cana-4007	282	38	:	:	PUNCT
cana-4007	282	39	review	review	NOUN
cana-4007	282	40	and	and	CCONJ
cana-4007	282	41	open	open	ADJ
cana-4007	282	42	research	research	NOUN
cana-4007	282	43	issues	issue	NOUN
cana-4007	282	44	,	,	PUNCT
cana-4007	282	45	”	"	PUNCT
cana-4007	282	46	information	information	NOUN
cana-4007	282	47	systems	system	NOUN
cana-4007	282	48	,	,	PUNCT
cana-4007	282	49	vol	vol	NOUN
cana-4007	282	50	.	.	PROPN
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cana-4007	283	2	,	,	PUNCT
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cana-4007	283	4	.	.	PUNCT
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cana-4007	284	6	,	,	PUNCT
cana-4007	284	7	doi	doi	NOUN
cana-4007	284	8	:	:	PUNCT
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cana-4007	284	10	/	/	SYM
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cana-4007	285	2	30	30	NUM
cana-4007	285	3	]	]	X
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cana-4007	285	6	,	,	PUNCT
cana-4007	285	7	g.	g.	PROPN
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cana-4007	285	9	,	,	PUNCT
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cana-4007	285	13	h.	h.	PROPN
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cana-4007	285	15	,	,	PUNCT
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cana-4007	285	22	,	,	PUNCT
cana-4007	285	23	“	"	PUNCT
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cana-4007	285	25	hyperspectral	hyperspectral	ADJ
cana-4007	285	26	imaging	imaging	NOUN
cana-4007	285	27	of	of	ADP
cana-4007	285	28	arctic	arctic	ADJ
cana-4007	285	29	macroalgal	macroalgal	ADJ
cana-4007	285	30	habitats	habitat	NOUN
cana-4007	285	31	during	during	ADP
cana-4007	285	32	the	the	DET
cana-4007	285	33	polar	polar	ADJ
cana-4007	285	34	night	night	NOUN
cana-4007	285	35	using	use	VERB
cana-4007	285	36	a	a	DET
cana-4007	285	37	novel	novel	ADJ
cana-4007	285	38	minirov	minirov	ADJ
cana-4007	285	39	-	-	PUNCT
cana-4007	285	40	uhi	uhi	ADJ
cana-4007	285	41	portable	portable	ADJ
cana-4007	285	42	system	system	NOUN
cana-4007	285	43	,	,	PUNCT
cana-4007	285	44	”	"	PUNCT
cana-4007	285	45	remote	remote	ADJ
cana-4007	285	46	sensing	sensing	NOUN
cana-4007	285	47	,	,	PUNCT
cana-4007	285	48	vol	vol	NOUN
cana-4007	285	49	.	.	PROPN
cana-4007	285	50	14	14	NUM
cana-4007	285	51	,	,	PUNCT
cana-4007	285	52	no	no	INTJ
cana-4007	285	53	.	.	NOUN
cana-4007	285	54	6	6	NUM
cana-4007	285	55	,	,	PUNCT
cana-4007	285	56	p.	p.	NOUN
cana-4007	285	57	1325	1325	NUM
cana-4007	285	58	,	,	PUNCT
cana-4007	285	59	mar	mar	PROPN
cana-4007	285	60	.	.	PROPN
cana-4007	285	61	2022	2022	NUM
cana-4007	285	62	,	,	PUNCT
cana-4007	285	63	doi	doi	NOUN
cana-4007	285	64	:	:	PUNCT
cana-4007	285	65	10.3390	10.3390	NUM
cana-4007	285	66	/	/	SYM
cana-4007	285	67	rs14061325	rs14061325	ADJ
cana-4007	285	68	.	.	PUNCT
cana-4007	286	1	[	[	X
cana-4007	286	2	31	31	NUM
cana-4007	286	3	]	]	PUNCT
cana-4007	286	4	z.	z.	PROPN
cana-4007	286	5	li	li	PROPN
cana-4007	286	6	,	,	PUNCT
cana-4007	286	7	b.	b.	PROPN
cana-4007	286	8	chen	chen	PROPN
cana-4007	286	9	,	,	PUNCT
cana-4007	286	10	s.	s.	PROPN
cana-4007	286	11	wu	wu	PROPN
cana-4007	286	12	,	,	PUNCT
cana-4007	286	13	m.	m.	PROPN
cana-4007	286	14	su	su	PROPN
cana-4007	286	15	,	,	PUNCT
cana-4007	286	16	j.	j.	PROPN
cana-4007	286	17	m.	m.	PROPN
cana-4007	286	18	chen	chen	PROPN
cana-4007	286	19	,	,	PUNCT
cana-4007	286	20	and	and	CCONJ
cana-4007	286	21	b.	b.	PROPN
cana-4007	286	22	xu	xu	PROPN
cana-4007	286	23	,	,	PUNCT
cana-4007	286	24	“	"	PUNCT
cana-4007	286	25	deep	deep	ADJ
cana-4007	286	26	learning	learning	NOUN
cana-4007	286	27	for	for	ADP
cana-4007	286	28	urban	urban	ADJ
cana-4007	286	29	land	land	NOUN
cana-4007	286	30	use	use	NOUN
cana-4007	286	31	category	category	NOUN
cana-4007	286	32	classification	classification	NOUN
cana-4007	286	33	:	:	PUNCT
cana-4007	286	34	a	a	DET
cana-4007	286	35	review	review	NOUN
cana-4007	286	36	and	and	CCONJ
cana-4007	286	37	experimental	experimental	ADJ
cana-4007	286	38	assessment	assessment	NOUN
cana-4007	286	39	,	,	PUNCT
cana-4007	286	40	”	"	PUNCT
cana-4007	286	41	remote	remote	ADJ
cana-4007	286	42	sensing	sensing	NOUN
cana-4007	286	43	of	of	ADP
cana-4007	286	44	environment	environment	NOUN
cana-4007	286	45	,	,	PUNCT
cana-4007	286	46	vol	vol	NOUN
cana-4007	286	47	.	.	PROPN
cana-4007	286	48	311	311	NUM
cana-4007	286	49	,	,	PUNCT
cana-4007	286	50	p.	p.	NOUN
cana-4007	286	51	114290	114290	NUM
cana-4007	286	52	,	,	PUNCT
cana-4007	286	53	sep	sep	PROPN
cana-4007	286	54	.	.	PROPN
cana-4007	286	55	2024	2024	NUM
cana-4007	286	56	,	,	PUNCT
cana-4007	286	57	doi	doi	NOUN
cana-4007	286	58	:	:	PUNCT
cana-4007	286	59	10.1016	10.1016	NUM
cana-4007	286	60	/	/	SYM
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cana-4007	286	62	.	.	PUNCT
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cana-4007	287	2	on	on	ADP
cana-4007	287	3	applied	apply	VERB
cana-4007	287	4	nonlinear	nonlinear	ADJ
cana-4007	287	5	analysis	analysis	NOUN
cana-4007	287	6	issn	issn	NOUN
cana-4007	287	7	:	:	PUNCT
cana-4007	287	8	1074	1074	NUM
cana-4007	287	9	-	-	PUNCT
cana-4007	287	10	133x	133x	NUM
cana-4007	287	11	vol	vol	NOUN
cana-4007	287	12	32	32	NUM
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cana-4007	287	14	.	.	PUNCT
cana-4007	288	1	9s	9s	NUM
cana-4007	288	2	(	(	PUNCT
cana-4007	288	3	2025	2025	NUM
cana-4007	288	4	)	)	PUNCT
cana-4007	288	5	815	815	NUM
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cana-4007	289	2	32	32	NUM
cana-4007	289	3	]	]	PUNCT
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cana-4007	289	9	,	,	PUNCT
cana-4007	289	10	“	"	PUNCT
cana-4007	289	11	a	a	DET
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cana-4007	289	13	compensation	compensation	NOUN
cana-4007	289	14	method	method	NOUN
cana-4007	289	15	for	for	ADP
cana-4007	289	16	shipborne	shipborne	NOUN
cana-4007	289	17	hfswr	hfswr	VERB
cana-4007	289	18	by	by	ADP
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cana-4007	289	22	rf	rf	NOUN
cana-4007	289	23	signals	signal	NOUN
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cana-4007	289	27	”	"	PUNCT
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cana-4007	289	29	sensing	sensing	NOUN
cana-4007	289	30	,	,	PUNCT
cana-4007	289	31	vol	vol	NOUN
cana-4007	289	32	.	.	PROPN
cana-4007	289	33	14	14	NUM
cana-4007	289	34	,	,	PUNCT
cana-4007	289	35	no	no	INTJ
cana-4007	289	36	.	.	NOUN
cana-4007	289	37	5	5	NUM
cana-4007	289	38	,	,	PUNCT
cana-4007	289	39	p.	p.	NOUN
cana-4007	289	40	1055	1055	NUM
cana-4007	289	41	,	,	PUNCT
cana-4007	289	42	feb	feb	PROPN
cana-4007	289	43	.	.	PROPN
cana-4007	289	44	2022	2022	NUM
cana-4007	289	45	,	,	PUNCT
cana-4007	289	46	doi	doi	NOUN
cana-4007	289	47	:	:	PUNCT
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cana-4007	289	49	/	/	SYM
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cana-4007	289	51	.	.	PUNCT
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cana-4007	290	2	33	33	NUM
cana-4007	290	3	]	]	PUNCT
cana-4007	290	4	h.	h.	PROPN
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cana-4007	290	6	,	,	PUNCT
cana-4007	290	7	s.	s.	PROPN
cana-4007	290	8	jia	jia	PROPN
cana-4007	290	9	,	,	PUNCT
cana-4007	290	10	and	and	CCONJ
cana-4007	290	11	z.	z.	PROPN
cana-4007	290	12	le	le	PROPN
cana-4007	290	13	,	,	PUNCT
cana-4007	290	14	“	"	PUNCT
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cana-4007	290	16	of	of	ADP
cana-4007	290	17	soil	soil	NOUN
cana-4007	290	18	organic	organic	ADJ
cana-4007	290	19	carbon	carbon	NOUN
cana-4007	290	20	in	in	ADP
cana-4007	290	21	a	a	DET
cana-4007	290	22	new	new	ADJ
cana-4007	290	23	target	target	NOUN
cana-4007	290	24	area	area	NOUN
cana-4007	290	25	by	by	ADP
cana-4007	290	26	near	near	ADV
cana-4007	290	27	-	-	PUNCT
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cana-4007	290	30	:	:	PUNCT
cana-4007	290	31	comparison	comparison	NOUN
cana-4007	290	32	of	of	ADP
cana-4007	290	33	the	the	DET
cana-4007	290	34	effects	effect	NOUN
cana-4007	290	35	of	of	ADP
cana-4007	290	36	spiking	spike	VERB
cana-4007	290	37	in	in	ADP
cana-4007	290	38	different	different	ADJ
cana-4007	290	39	scale	scale	NOUN
cana-4007	290	40	soil	soil	NOUN
cana-4007	290	41	spectral	spectral	ADJ
cana-4007	290	42	libraries	library	NOUN
cana-4007	290	43	,	,	PUNCT
cana-4007	290	44	”	"	PUNCT
cana-4007	290	45	sensors	sensor	NOUN
cana-4007	290	46	,	,	PUNCT
cana-4007	290	47	vol	vol	NOUN
cana-4007	290	48	.	.	PROPN
cana-4007	290	49	20	20	NUM
cana-4007	290	50	,	,	PUNCT
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cana-4007	290	52	.	.	NOUN
cana-4007	290	53	16	16	NUM
cana-4007	290	54	,	,	PUNCT
cana-4007	290	55	p.	p.	NOUN
cana-4007	290	56	4357	4357	NUM
cana-4007	290	57	,	,	PUNCT
cana-4007	290	58	aug	aug	PROPN
cana-4007	290	59	.	.	PROPN
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cana-4007	290	61	,	,	PUNCT
cana-4007	290	62	doi	doi	NOUN
cana-4007	290	63	:	:	PUNCT
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cana-4007	290	65	/	/	SYM
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cana-4007	290	67	.	.	PUNCT
cana-4007	291	1	[	[	X
cana-4007	291	2	34	34	NUM
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cana-4007	291	5	v.	v.	PROPN
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cana-4007	291	8	“	"	PUNCT
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cana-4007	291	12	an	an	DET
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cana-4007	291	14	assessment	assessment	NOUN
cana-4007	291	15	error	error	NOUN
cana-4007	291	16	matrix	matrix	NOUN
cana-4007	291	17	,	,	PUNCT
cana-4007	291	18	”	"	PUNCT
cana-4007	291	19	remote	remote	ADJ
cana-4007	291	20	sensing	sensing	NOUN
cana-4007	291	21	of	of	ADP
cana-4007	291	22	environment	environment	NOUN
cana-4007	291	23	,	,	PUNCT
cana-4007	291	24	vol	vol	NOUN
cana-4007	291	25	.	.	PROPN
cana-4007	291	26	132	132	NUM
cana-4007	291	27	,	,	PUNCT
cana-4007	291	28	pp	pp	ADV
cana-4007	291	29	.	.	PUNCT
cana-4007	292	1	202–211	202–211	NUM
cana-4007	292	2	,	,	PUNCT
cana-4007	292	3	may	may	AUX
cana-4007	292	4	2013	2013	NUM
cana-4007	292	5	,	,	PUNCT
cana-4007	292	6	doi	doi	NOUN
cana-4007	292	7	:	:	PUNCT
cana-4007	292	8	10.1016	10.1016	NUM
cana-4007	292	9	/	/	SYM
cana-4007	292	10	j.rse.2013.01.016	j.rse.2013.01.016	PROPN
cana-4007	292	11	.	.	PUNCT
cana-4007	293	1	[	[	X
cana-4007	293	2	35	35	NUM
cana-4007	293	3	]	]	PUNCT
cana-4007	293	4	m.	m.	NOUN
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cana-4007	293	12	m.	m.	PROPN
cana-4007	293	13	f.	f.	PROPN
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cana-4007	293	15	,	,	PUNCT
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cana-4007	293	17	z.	z.	PROPN
cana-4007	293	18	h.	h.	PROPN
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cana-4007	293	20	,	,	PUNCT
cana-4007	293	21	“	"	PUNCT
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cana-4007	293	23	the	the	DET
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cana-4007	293	25	of	of	ADP
cana-4007	293	26	an	an	DET
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cana-4007	293	29	-	-	PUNCT
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cana-4007	293	34	spatio	spatio	PROPN
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cana-4007	293	39	trends	trend	NOUN
cana-4007	293	40	using	use	VERB
cana-4007	293	41	an	an	DET
cana-4007	293	42	analytical	analytical	ADJ
cana-4007	293	43	hierarchy	hierarchy	NOUN
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cana-4007	293	49	”	"	PUNCT
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cana-4007	293	51	journal	journal	NOUN
cana-4007	293	52	of	of	ADP
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cana-4007	293	54	earth	earth	NOUN
cana-4007	293	55	observation	observation	NOUN
cana-4007	293	56	and	and	CCONJ
cana-4007	293	57	geoinformation	geoinformation	NOUN
cana-4007	293	58	,	,	PUNCT
cana-4007	293	59	vol	vol	NOUN
cana-4007	293	60	.	.	PROPN
cana-4007	293	61	59	59	NUM
cana-4007	293	62	,	,	PUNCT
cana-4007	293	63	pp	pp	ADJ
cana-4007	293	64	.	.	PUNCT
cana-4007	294	1	65–78	65–78	NUM
cana-4007	294	2	,	,	PUNCT
cana-4007	294	3	jul	jul	PROPN
cana-4007	294	4	.	.	PROPN
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cana-4007	294	6	,	,	PUNCT
cana-4007	294	7	doi	doi	NOUN
cana-4007	294	8	:	:	PUNCT
cana-4007	294	9	10.1016	10.1016	NUM
cana-4007	294	10	/	/	SYM
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cana-4007	294	12	.	.	PUNCT
cana-4007	295	1	[	[	X
cana-4007	295	2	36	36	NUM
cana-4007	295	3	]	]	X
cana-4007	295	4	m.	m.	NOUN
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cana-4007	295	6	,	,	PUNCT
cana-4007	295	7	h.	h.	PROPN
cana-4007	295	8	majedi	majedi	PROPN
cana-4007	295	9	,	,	PUNCT
cana-4007	295	10	s.	s.	PROPN
cana-4007	295	11	m.	m.	PROPN
cana-4007	295	12	monavari	monavari	PROPN
cana-4007	295	13	,	,	PUNCT
cana-4007	295	14	a.	a.	NOUN
cana-4007	295	15	a.	a.	NOUN
cana-4007	295	16	alesheikh	alesheikh	NOUN
cana-4007	295	17	,	,	PUNCT
cana-4007	295	18	and	and	CCONJ
cana-4007	295	19	m.	m.	PROPN
cana-4007	295	20	k.	k.	PROPN
cana-4007	295	21	zarkesh	zarkesh	PROPN
cana-4007	295	22	,	,	PUNCT
cana-4007	295	23	“	"	PUNCT
cana-4007	295	24	dynamic	dynamic	ADJ
cana-4007	295	25	simulation	simulation	NOUN
cana-4007	295	26	of	of	ADP
cana-4007	295	27	urban	urban	ADJ
cana-4007	295	28	expansion	expansion	NOUN
cana-4007	295	29	through	through	ADP
cana-4007	295	30	a	a	DET
cana-4007	295	31	ca	ca	NOUN
cana-4007	295	32	-	-	PUNCT
cana-4007	295	33	markov	markov	NOUN
cana-4007	295	34	model	model	NOUN
cana-4007	295	35	case	case	NOUN
cana-4007	295	36	study	study	NOUN
cana-4007	295	37	:	:	PUNCT
cana-4007	295	38	hyrcanian	hyrcanian	ADJ
cana-4007	295	39	region	region	NOUN
cana-4007	295	40	,	,	PUNCT
cana-4007	295	41	gilan	gilan	NOUN
cana-4007	295	42	,	,	PUNCT
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cana-4007	295	45	”	"	PUNCT
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cana-4007	295	47	journal	journal	NOUN
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cana-4007	295	50	sensing	sensing	NOUN
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cana-4007	295	57	.	.	NOUN
cana-4007	295	58	1	1	NUM
cana-4007	295	59	,	,	PUNCT
cana-4007	295	60	pp	pp	ADJ
cana-4007	295	61	.	.	PUNCT
cana-4007	296	1	513–529	513–529	NUM
cana-4007	296	2	,	,	PUNCT
cana-4007	296	3	jan	jan	PROPN
cana-4007	296	4	.	.	PROPN
cana-4007	296	5	2016	2016	NUM
cana-4007	296	6	,	,	PUNCT
cana-4007	296	7	doi	doi	NOUN
cana-4007	296	8	:	:	PUNCT
cana-4007	296	9	10.5721	10.5721	NUM
cana-4007	296	10	/	/	SYM
cana-4007	296	11	eujrs20164927	eujrs20164927	PROPN
cana-4007	296	12	.	.	PUNCT