id	sid	tid	token	lemma	pos
geoplanning-15781	1	1	1	1	NUM
geoplanning-15781	1	2	geoplanning	geoplanne	VERB
geoplanning-15781	1	3	vol	vol	NOUN
geoplanning-15781	1	4	5	5	NUM
geoplanning-15781	1	5	,	,	PUNCT
geoplanning-15781	1	6	no	no	INTJ
geoplanning-15781	1	7	.	.	NOUN
geoplanning-15781	1	8	1	1	NUM
geoplanning-15781	1	9	,	,	PUNCT
geoplanning-15781	1	10	2018	2018	NUM
geoplanning-15781	1	11	,	,	PUNCT
geoplanning-15781	1	12	1	1	NUM
geoplanning-15781	1	13	-	-	SYM
geoplanning-15781	1	14	16	16	NUM
geoplanning-15781	1	15	journal	journal	NOUN
geoplanning-15781	1	16	of	of	ADP
geoplanning-15781	1	17	geomatics	geomatics	PROPN
geoplanning-15781	1	18	and	and	CCONJ
geoplanning-15781	1	19	planning	planning	NOUN
geoplanning-15781	1	20	e	e	PROPN
geoplanning-15781	1	21	-	-	NOUN
geoplanning-15781	1	22	issn	issn	ADJ
geoplanning-15781	1	23	:	:	PUNCT
geoplanning-15781	1	24	2355	2355	NUM
geoplanning-15781	1	25	-	-	SYM
geoplanning-15781	1	26	6544	6544	NUM
geoplanning-15781	1	27	http://ejournal.undip.ac.id/index.php/geoplanning	http://ejournal.undip.ac.id/index.php/geoplanning	NOUN
geoplanning-15781	1	28	doi	doi	NOUN
geoplanning-15781	1	29	:	:	PUNCT
geoplanning-15781	1	30	10.14710	10.14710	NUM
geoplanning-15781	1	31	/	/	SYM
geoplanning-15781	1	32	geoplanning.5.1.1	geoplanning.5.1.1	ADJ
geoplanning-15781	1	33	-	-	PUNCT
geoplanning-15781	1	34	16	16	NUM
geoplanning-15781	1	35	spatial	spatial	ADJ
geoplanning-15781	1	36	explicit	explicit	ADJ
geoplanning-15781	1	37	modeling	modeling	NOUN
geoplanning-15781	1	38	to	to	PART
geoplanning-15781	1	39	understand	understand	VERB
geoplanning-15781	1	40	the	the	DET
geoplanning-15781	1	41	dynamics	dynamic	NOUN
geoplanning-15781	1	42	of	of	ADP
geoplanning-15781	1	43	landuse	landuse	NOUN
geoplanning-15781	1	44	switch	switch	NOUN
geoplanning-15781	1	45	using	use	VERB
geoplanning-15781	1	46	open	open	ADJ
geoplanning-15781	1	47	source	source	NOUN
geoplanning-15781	1	48	satellite	satellite	NOUN
geoplanning-15781	1	49	data	datum	NOUN
geoplanning-15781	1	50	s.	s.	PROPN
geoplanning-15781	1	51	kalluvettya	kalluvettya	PROPN
geoplanning-15781	1	52	,	,	PUNCT
geoplanning-15781	1	53	s.	s.	PROPN
geoplanning-15781	1	54	bandopadhyayb	bandopadhyayb	PROPN
geoplanning-15781	1	55	a	a	DET
geoplanning-15781	1	56	indian	indian	PROPN
geoplanning-15781	1	57	institute	institute	NOUN
geoplanning-15781	1	58	of	of	ADP
geoplanning-15781	1	59	remote	remote	ADJ
geoplanning-15781	1	60	sensing	sensing	NOUN
geoplanning-15781	1	61	(	(	PUNCT
geoplanning-15781	1	62	indian	indian	ADJ
geoplanning-15781	1	63	space	space	NOUN
geoplanning-15781	1	64	research	research	NOUN
geoplanning-15781	1	65	organisation	organisation	NOUN
geoplanning-15781	1	66	)	)	PUNCT
geoplanning-15781	1	67	,	,	PUNCT
geoplanning-15781	1	68	india	india	PROPN
geoplanning-15781	1	69	b	b	PROPN
geoplanning-15781	1	70	meteorology	meteorology	PROPN
geoplanning-15781	1	71	department	department	NOUN
geoplanning-15781	1	72	,	,	PUNCT
geoplanning-15781	1	73	faculty	faculty	NOUN
geoplanning-15781	1	74	of	of	ADP
geoplanning-15781	1	75	environmental	environmental	ADJ
geoplanning-15781	1	76	engineering	engineering	NOUN
geoplanning-15781	1	77	and	and	CCONJ
geoplanning-15781	1	78	spatial	spatial	ADJ
geoplanning-15781	1	79	management	management	NOUN
geoplanning-15781	1	80	,	,	PUNCT
geoplanning-15781	1	81	poznan	poznan	PROPN
geoplanning-15781	1	82	university	university	PROPN
geoplanning-15781	1	83	of	of	ADP
geoplanning-15781	1	84	life	life	PROPN
geoplanning-15781	1	85	sciences	sciences	PROPN
geoplanning-15781	1	86	,	,	PUNCT
geoplanning-15781	1	87	poland	poland	PROPN
geoplanning-15781	1	88	abstract	abstract	NOUN
geoplanning-15781	1	89	:	:	PUNCT
geoplanning-15781	1	90	restless	restless	ADJ
geoplanning-15781	1	91	global	global	PROPN
geoplanning-15781	1	92	urbanization	urbanization	NOUN
geoplanning-15781	1	93	needs	need	VERB
geoplanning-15781	1	94	to	to	PART
geoplanning-15781	1	95	monitor	monitor	VERB
geoplanning-15781	1	96	in	in	ADP
geoplanning-15781	1	97	order	order	NOUN
geoplanning-15781	1	98	to	to	PART
geoplanning-15781	1	99	design	design	VERB
geoplanning-15781	1	100	a	a	DET
geoplanning-15781	1	101	stable	stable	ADJ
geoplanning-15781	1	102	and	and	CCONJ
geoplanning-15781	1	103	sustainable	sustainable	ADJ
geoplanning-15781	1	104	urban	urban	ADJ
geoplanning-15781	1	105	habitat	habitat	NOUN
geoplanning-15781	1	106	.	.	PUNCT
geoplanning-15781	2	1	in	in	ADP
geoplanning-15781	2	2	this	this	DET
geoplanning-15781	2	3	regard	regard	NOUN
geoplanning-15781	2	4	,	,	PUNCT
geoplanning-15781	2	5	remote	remote	ADJ
geoplanning-15781	2	6	sensing	sensing	NOUN
geoplanning-15781	2	7	and	and	CCONJ
geoplanning-15781	2	8	gis	gis	NOUN
geoplanning-15781	2	9	are	be	AUX
geoplanning-15781	2	10	considered	consider	VERB
geoplanning-15781	2	11	as	as	ADP
geoplanning-15781	2	12	an	an	DET
geoplanning-15781	2	13	efficient	efficient	ADJ
geoplanning-15781	2	14	monitoring	monitoring	NOUN
geoplanning-15781	2	15	and	and	CCONJ
geoplanning-15781	2	16	decision	decision	NOUN
geoplanning-15781	2	17	-	-	PUNCT
geoplanning-15781	2	18	support	support	NOUN
geoplanning-15781	2	19	tool	tool	NOUN
geoplanning-15781	2	20	in	in	ADP
geoplanning-15781	2	21	sustainable	sustainable	ADJ
geoplanning-15781	2	22	urban	urban	ADJ
geoplanning-15781	2	23	planning	planning	NOUN
geoplanning-15781	2	24	and	and	CCONJ
geoplanning-15781	2	25	practices	practice	NOUN
geoplanning-15781	2	26	.	.	PUNCT
geoplanning-15781	3	1	in	in	ADP
geoplanning-15781	3	2	this	this	DET
geoplanning-15781	3	3	paper	paper	NOUN
geoplanning-15781	3	4	we	we	PRON
geoplanning-15781	3	5	accumulate	accumulate	VERB
geoplanning-15781	3	6	the	the	DET
geoplanning-15781	3	7	results	result	NOUN
geoplanning-15781	3	8	of	of	ADP
geoplanning-15781	3	9	a	a	DET
geoplanning-15781	3	10	research	research	NOUN
geoplanning-15781	3	11	undertaken	undertake	VERB
geoplanning-15781	3	12	to	to	PART
geoplanning-15781	3	13	measure	measure	VERB
geoplanning-15781	3	14	the	the	DET
geoplanning-15781	3	15	urban	urban	ADJ
geoplanning-15781	3	16	sprawl	sprawl	NOUN
geoplanning-15781	3	17	and	and	CCONJ
geoplanning-15781	3	18	land	land	NOUN
geoplanning-15781	3	19	use	use	NOUN
geoplanning-15781	3	20	dynamics	dynamic	NOUN
geoplanning-15781	3	21	of	of	ADP
geoplanning-15781	3	22	the	the	DET
geoplanning-15781	3	23	dehradun	dehradun	PROPN
geoplanning-15781	3	24	city	city	NOUN
geoplanning-15781	3	25	,	,	PUNCT
geoplanning-15781	3	26	uttarakhand	uttarakhand	PROPN
geoplanning-15781	3	27	using	use	VERB
geoplanning-15781	3	28	vast	vast	ADJ
geoplanning-15781	3	29	sixteen	sixteen	NUM
geoplanning-15781	3	30	years	year	NOUN
geoplanning-15781	3	31	data	datum	NOUN
geoplanning-15781	3	32	and	and	CCONJ
geoplanning-15781	3	33	spatially	spatially	ADV
geoplanning-15781	3	34	explicit	explicit	ADJ
geoplanning-15781	3	35	cellular	cellular	ADJ
geoplanning-15781	3	36	automata	automata	NOUN
geoplanning-15781	3	37	ca	ca	NOUN
geoplanning-15781	3	38	-	-	PUNCT
geoplanning-15781	3	39	markov	markov	NOUN
geoplanning-15781	3	40	model	model	NOUN
geoplanning-15781	3	41	.	.	PUNCT
geoplanning-15781	4	1	furthermore	furthermore	ADV
geoplanning-15781	4	2	,	,	PUNCT
geoplanning-15781	4	3	future	future	ADJ
geoplanning-15781	4	4	scenario	scenario	NOUN
geoplanning-15781	4	5	of	of	ADP
geoplanning-15781	4	6	the	the	DET
geoplanning-15781	4	7	city	city	NOUN
geoplanning-15781	4	8	and	and	CCONJ
geoplanning-15781	4	9	land	land	NOUN
geoplanning-15781	4	10	use	use	NOUN
geoplanning-15781	4	11	was	be	AUX
geoplanning-15781	4	12	also	also	ADV
geoplanning-15781	4	13	examined	examine	VERB
geoplanning-15781	4	14	.	.	PUNCT
geoplanning-15781	5	1	to	to	PART
geoplanning-15781	5	2	achieve	achieve	VERB
geoplanning-15781	5	3	the	the	DET
geoplanning-15781	5	4	desired	desire	VERB
geoplanning-15781	5	5	goal	goal	NOUN
geoplanning-15781	5	6	,	,	PUNCT
geoplanning-15781	5	7	sixteen	sixteen	NUM
geoplanning-15781	5	8	years	year	NOUN
geoplanning-15781	5	9	large	large	ADJ
geoplanning-15781	5	10	temporal	temporal	ADJ
geoplanning-15781	5	11	images	image	NOUN
geoplanning-15781	5	12	of	of	ADP
geoplanning-15781	5	13	landsat	landsat	NOUN
geoplanning-15781	5	14	were	be	AUX
geoplanning-15781	5	15	used	use	VERB
geoplanning-15781	5	16	to	to	PART
geoplanning-15781	5	17	analyze	analyze	VERB
geoplanning-15781	5	18	the	the	DET
geoplanning-15781	5	19	spatial	spatial	ADJ
geoplanning-15781	5	20	decoration	decoration	NOUN
geoplanning-15781	5	21	of	of	ADP
geoplanning-15781	5	22	land	land	NOUN
geoplanning-15781	5	23	use	use	NOUN
geoplanning-15781	5	24	change	change	NOUN
geoplanning-15781	5	25	in	in	ADP
geoplanning-15781	5	26	the	the	DET
geoplanning-15781	5	27	study	study	NOUN
geoplanning-15781	5	28	area	area	NOUN
geoplanning-15781	5	29	.	.	PUNCT
geoplanning-15781	6	1	the	the	DET
geoplanning-15781	6	2	outcome	outcome	NOUN
geoplanning-15781	6	3	of	of	ADP
geoplanning-15781	6	4	this	this	DET
geoplanning-15781	6	5	study	study	NOUN
geoplanning-15781	6	6	was	be	AUX
geoplanning-15781	6	7	clearly	clearly	ADV
geoplanning-15781	6	8	reviled	revile	VERB
geoplanning-15781	6	9	that	that	SCONJ
geoplanning-15781	6	10	there	there	PRON
geoplanning-15781	6	11	was	be	VERB
geoplanning-15781	6	12	a	a	DET
geoplanning-15781	6	13	substantial	substantial	ADJ
geoplanning-15781	6	14	change	change	NOUN
geoplanning-15781	6	15	was	be	AUX
geoplanning-15781	6	16	take	take	VERB
geoplanning-15781	6	17	place	place	NOUN
geoplanning-15781	6	18	in	in	ADP
geoplanning-15781	6	19	the	the	DET
geoplanning-15781	6	20	dehradun	dehradun	PROPN
geoplanning-15781	6	21	city	city	NOUN
geoplanning-15781	6	22	and	and	CCONJ
geoplanning-15781	6	23	its	its	PRON
geoplanning-15781	6	24	surroundings	surrounding	NOUN
geoplanning-15781	6	25	in	in	ADP
geoplanning-15781	6	26	last	last	ADJ
geoplanning-15781	6	27	sixteen	sixteen	NUM
geoplanning-15781	6	28	years	year	NOUN
geoplanning-15781	6	29	.	.	PUNCT
geoplanning-15781	7	1	modeling	modeling	NOUN
geoplanning-15781	7	2	proposed	propose	VERB
geoplanning-15781	7	3	a	a	DET
geoplanning-15781	7	4	clear	clear	ADJ
geoplanning-15781	7	5	trend	trend	NOUN
geoplanning-15781	7	6	of	of	ADP
geoplanning-15781	7	7	various	various	ADJ
geoplanning-15781	7	8	land	land	NOUN
geoplanning-15781	7	9	use	use	NOUN
geoplanning-15781	7	10	classes	class	NOUN
geoplanning-15781	7	11	’	'	PUNCT
geoplanning-15781	7	12	transformation	transformation	NOUN
geoplanning-15781	7	13	in	in	ADP
geoplanning-15781	7	14	the	the	DET
geoplanning-15781	7	15	area	area	NOUN
geoplanning-15781	7	16	of	of	ADP
geoplanning-15781	7	17	urban	urban	ADJ
geoplanning-15781	7	18	built	build	VERB
geoplanning-15781	7	19	up	up	ADP
geoplanning-15781	7	20	expansions	expansion	NOUN
geoplanning-15781	7	21	and	and	CCONJ
geoplanning-15781	7	22	urban	urban	ADJ
geoplanning-15781	7	23	encroachment	encroachment	NOUN
geoplanning-15781	7	24	whereas	whereas	SCONJ
geoplanning-15781	7	25	agricultural	agricultural	ADJ
geoplanning-15781	7	26	lands	land	NOUN
geoplanning-15781	7	27	and	and	CCONJ
geoplanning-15781	7	28	forest	forest	NOUN
geoplanning-15781	7	29	covers	cover	NOUN
geoplanning-15781	7	30	are	be	AUX
geoplanning-15781	7	31	reduced	reduce	VERB
geoplanning-15781	7	32	at	at	ADP
geoplanning-15781	7	33	an	an	DET
geoplanning-15781	7	34	alarming	alarming	ADJ
geoplanning-15781	7	35	rate	rate	NOUN
geoplanning-15781	7	36	over	over	ADP
geoplanning-15781	7	37	the	the	DET
geoplanning-15781	7	38	time	time	NOUN
geoplanning-15781	7	39	.	.	PUNCT
geoplanning-15781	8	1	dynamically	dynamically	ADV
geoplanning-15781	8	2	increasing	increase	VERB
geoplanning-15781	8	3	population	population	NOUN
geoplanning-15781	8	4	of	of	ADP
geoplanning-15781	8	5	the	the	DET
geoplanning-15781	8	6	city	city	NOUN
geoplanning-15781	8	7	can	can	AUX
geoplanning-15781	8	8	be	be	AUX
geoplanning-15781	8	9	approximated	approximate	VERB
geoplanning-15781	8	10	by	by	ADP
geoplanning-15781	8	11	the	the	DET
geoplanning-15781	8	12	predicted	predict	VERB
geoplanning-15781	8	13	future	future	ADJ
geoplanning-15781	8	14	scenarios	scenario	NOUN
geoplanning-15781	8	15	.	.	PUNCT
geoplanning-15781	9	1	in	in	ADP
geoplanning-15781	9	2	order	order	NOUN
geoplanning-15781	9	3	to	to	PART
geoplanning-15781	9	4	promote	promote	VERB
geoplanning-15781	9	5	a	a	DET
geoplanning-15781	9	6	balance	balance	NOUN
geoplanning-15781	9	7	in	in	ADP
geoplanning-15781	9	8	between	between	ADP
geoplanning-15781	9	9	urban	urban	ADJ
geoplanning-15781	9	10	growth	growth	NOUN
geoplanning-15781	9	11	and	and	CCONJ
geoplanning-15781	9	12	environmental	environmental	ADJ
geoplanning-15781	9	13	protection	protection	NOUN
geoplanning-15781	9	14	towards	towards	ADP
geoplanning-15781	9	15	a	a	DET
geoplanning-15781	9	16	sustainable	sustainable	ADJ
geoplanning-15781	9	17	urban	urban	ADJ
geoplanning-15781	9	18	habitat	habitat	NOUN
geoplanning-15781	9	19	and	and	CCONJ
geoplanning-15781	9	20	environmental	environmental	ADJ
geoplanning-15781	9	21	,	,	PUNCT
geoplanning-15781	9	22	local	local	ADJ
geoplanning-15781	9	23	community	community	NOUN
geoplanning-15781	9	24	involvement	involvement	NOUN
geoplanning-15781	9	25	and	and	CCONJ
geoplanning-15781	9	26	capacity	capacity	NOUN
geoplanning-15781	9	27	building	building	NOUN
geoplanning-15781	9	28	program	program	NOUN
geoplanning-15781	9	29	can	can	AUX
geoplanning-15781	9	30	be	be	AUX
geoplanning-15781	9	31	an	an	DET
geoplanning-15781	9	32	efficient	efficient	ADJ
geoplanning-15781	9	33	drive	drive	NOUN
geoplanning-15781	9	34	in	in	ADP
geoplanning-15781	9	35	this	this	DET
geoplanning-15781	9	36	regard	regard	NOUN
geoplanning-15781	9	37	.	.	PUNCT
geoplanning-15781	10	1	copyright	copyright	NOUN
geoplanning-15781	10	2	©	©	PROPN
geoplanning-15781	10	3	2018	2018	NUM
geoplanning-15781	10	4	gjgp	gjgp	NOUN
geoplanning-15781	10	5	-	-	PUNCT
geoplanning-15781	10	6	undip	undip	ADJ
geoplanning-15781	10	7	this	this	DET
geoplanning-15781	10	8	open	open	ADJ
geoplanning-15781	10	9	access	access	NOUN
geoplanning-15781	10	10	article	article	NOUN
geoplanning-15781	10	11	is	be	AUX
geoplanning-15781	10	12	distributed	distribute	VERB
geoplanning-15781	10	13	under	under	ADP
geoplanning-15781	10	14	a	a	DET
geoplanning-15781	10	15	creative	creative	ADJ
geoplanning-15781	10	16	commons	common	NOUN
geoplanning-15781	10	17	attribution	attribution	NOUN
geoplanning-15781	10	18	(	(	PUNCT
geoplanning-15781	10	19	cc	cc	NOUN
geoplanning-15781	10	20	-	-	PUNCT
geoplanning-15781	10	21	by	by	ADP
geoplanning-15781	10	22	-	-	PUNCT
geoplanning-15781	10	23	nc	nc	PROPN
geoplanning-15781	10	24	-	-	PUNCT
geoplanning-15781	10	25	sa	sa	PROPN
geoplanning-15781	10	26	)	)	PUNCT
geoplanning-15781	10	27	4.0	4.0	NUM
geoplanning-15781	10	28	international	international	ADJ
geoplanning-15781	10	29	license	license	NOUN
geoplanning-15781	10	30	.	.	PUNCT
geoplanning-15781	11	1	kalluvetty	kalluvetty	PROPN
geoplanning-15781	11	2	,	,	PUNCT
geoplanning-15781	11	3	s.	s.	PROPN
geoplanning-15781	11	4	,	,	PUNCT
geoplanning-15781	11	5	&	&	CCONJ
geoplanning-15781	11	6	bandopadhyay	bandopadhyay	PROPN
geoplanning-15781	11	7	,	,	PUNCT
geoplanning-15781	11	8	s.	s.	PROPN
geoplanning-15781	11	9	(	(	PUNCT
geoplanning-15781	11	10	2018	2018	NUM
geoplanning-15781	11	11	)	)	PUNCT
geoplanning-15781	11	12	.	.	PUNCT
geoplanning-15781	12	1	spatial	spatial	ADJ
geoplanning-15781	12	2	explicit	explicit	ADJ
geoplanning-15781	12	3	modeling	modeling	NOUN
geoplanning-15781	12	4	to	to	PART
geoplanning-15781	12	5	understand	understand	VERB
geoplanning-15781	12	6	the	the	DET
geoplanning-15781	12	7	dynamics	dynamic	NOUN
geoplanning-15781	12	8	of	of	ADP
geoplanning-15781	12	9	landuse	landuse	NOUN
geoplanning-15781	12	10	switch	switch	NOUN
geoplanning-15781	12	11	using	use	VERB
geoplanning-15781	12	12	open	open	ADJ
geoplanning-15781	12	13	source	source	NOUN
geoplanning-15781	12	14	satellite	satellite	NOUN
geoplanning-15781	12	15	data	datum	NOUN
geoplanning-15781	12	16	.	.	PUNCT
geoplanning-15781	13	1	geoplanning	geoplanne	VERB
geoplanning-15781	13	2	:	:	PUNCT
geoplanning-15781	13	3	journal	journal	PROPN
geoplanning-15781	13	4	of	of	ADP
geoplanning-15781	13	5	geomatics	geomatics	PROPN
geoplanning-15781	13	6	and	and	CCONJ
geoplanning-15781	13	7	planning	planning	NOUN
geoplanning-15781	13	8	,	,	PUNCT
geoplanning-15781	13	9	5(1	5(1	NUM
geoplanning-15781	13	10	)	)	PUNCT
geoplanning-15781	13	11	,	,	PUNCT
geoplanning-15781	13	12	1	1	NUM
geoplanning-15781	13	13	-	-	SYM
geoplanning-15781	13	14	16	16	NUM
geoplanning-15781	13	15	.	.	PUNCT
geoplanning-15781	14	1	doi	doi	NOUN
geoplanning-15781	14	2	:	:	PUNCT
geoplanning-15781	14	3	10.14710	10.14710	NUM
geoplanning-15781	14	4	/	/	SYM
geoplanning-15781	14	5	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	14	6	-	-	NOUN
geoplanning-15781	14	7	16	16	NUM
geoplanning-15781	14	8	1	1	NUM
geoplanning-15781	14	9	.	.	PUNCT
geoplanning-15781	15	1	introduction	introduction	NOUN
geoplanning-15781	15	2	changing	change	VERB
geoplanning-15781	15	3	aspects	aspect	NOUN
geoplanning-15781	15	4	of	of	ADP
geoplanning-15781	15	5	landuse	landuse	NOUN
geoplanning-15781	15	6	at	at	ADP
geoplanning-15781	15	7	the	the	DET
geoplanning-15781	15	8	peri	peri	NOUN
geoplanning-15781	15	9	-	-	PUNCT
geoplanning-15781	15	10	urban	urban	ADJ
geoplanning-15781	15	11	areas	area	NOUN
geoplanning-15781	15	12	is	be	AUX
geoplanning-15781	15	13	a	a	DET
geoplanning-15781	15	14	complex	complex	ADJ
geoplanning-15781	15	15	and	and	CCONJ
geoplanning-15781	15	16	dynamic	dynamic	ADJ
geoplanning-15781	15	17	process	process	NOUN
geoplanning-15781	15	18	that	that	PRON
geoplanning-15781	15	19	involves	involve	VERB
geoplanning-15781	15	20	both	both	CCONJ
geoplanning-15781	15	21	natural	natural	ADJ
geoplanning-15781	15	22	and	and	CCONJ
geoplanning-15781	15	23	human	human	ADJ
geoplanning-15781	15	24	systems	system	NOUN
geoplanning-15781	15	25	(	(	PUNCT
geoplanning-15781	15	26	xiao	xiao	PROPN
geoplanning-15781	15	27	et	et	PROPN
geoplanning-15781	15	28	al	al	PROPN
geoplanning-15781	15	29	.	.	PROPN
geoplanning-15781	15	30	,	,	PUNCT
geoplanning-15781	15	31	2006	2006	NUM
geoplanning-15781	15	32	)	)	PUNCT
geoplanning-15781	15	33	.	.	PUNCT
geoplanning-15781	16	1	over	over	ADP
geoplanning-15781	16	2	recent	recent	ADJ
geoplanning-15781	16	3	decades	decade	NOUN
geoplanning-15781	16	4	the	the	DET
geoplanning-15781	16	5	suburbs	suburb	NOUN
geoplanning-15781	16	6	of	of	ADP
geoplanning-15781	16	7	the	the	DET
geoplanning-15781	16	8	metropolitan	metropolitan	ADJ
geoplanning-15781	16	9	area	area	NOUN
geoplanning-15781	16	10	are	be	AUX
geoplanning-15781	16	11	designed	design	VERB
geoplanning-15781	16	12	by	by	ADP
geoplanning-15781	16	13	urban	urban	ADJ
geoplanning-15781	16	14	sprawl	sprawl	PROPN
geoplanning-15781	16	15	(	(	PUNCT
geoplanning-15781	16	16	glaeser	glaeser	PROPN
geoplanning-15781	16	17	&	&	CCONJ
geoplanning-15781	16	18	kahn	kahn	PROPN
geoplanning-15781	16	19	,	,	PUNCT
geoplanning-15781	16	20	2003	2003	NUM
geoplanning-15781	16	21	)	)	PUNCT
geoplanning-15781	16	22	.	.	PUNCT
geoplanning-15781	17	1	urban	urban	ADJ
geoplanning-15781	17	2	sprawl	sprawl	NOUN
geoplanning-15781	17	3	is	be	AUX
geoplanning-15781	17	4	known	know	VERB
geoplanning-15781	17	5	as	as	ADP
geoplanning-15781	17	6	a	a	DET
geoplanning-15781	17	7	multifarious	multifarious	ADJ
geoplanning-15781	17	8	concept	concept	NOUN
geoplanning-15781	17	9	that	that	SCONJ
geoplanning-15781	17	10	dealing	deal	VERB
geoplanning-15781	17	11	with	with	ADP
geoplanning-15781	17	12	the	the	DET
geoplanning-15781	17	13	expansion	expansion	NOUN
geoplanning-15781	17	14	of	of	ADP
geoplanning-15781	17	15	auto	auto	NOUN
geoplanning-15781	17	16	-	-	PUNCT
geoplanning-15781	17	17	oriented	orient	VERB
geoplanning-15781	17	18	,	,	PUNCT
geoplanning-15781	17	19	low	low	ADJ
geoplanning-15781	17	20	-	-	PUNCT
geoplanning-15781	17	21	density	density	NOUN
geoplanning-15781	17	22	development	development	NOUN
geoplanning-15781	17	23	and	and	CCONJ
geoplanning-15781	17	24	has	have	VERB
geoplanning-15781	17	25	a	a	DET
geoplanning-15781	17	26	considerable	considerable	ADJ
geoplanning-15781	17	27	impact	impact	NOUN
geoplanning-15781	17	28	on	on	ADP
geoplanning-15781	17	29	the	the	DET
geoplanning-15781	17	30	surrounding	surround	VERB
geoplanning-15781	17	31	ecosystem	ecosystem	NOUN
geoplanning-15781	17	32	(	(	PUNCT
geoplanning-15781	17	33	yuan	yuan	NOUN
geoplanning-15781	17	34	et	et	NOUN
geoplanning-15781	17	35	al	al	PROPN
geoplanning-15781	17	36	.	.	PROPN
geoplanning-15781	17	37	,	,	PUNCT
geoplanning-15781	17	38	2005	2005	NUM
geoplanning-15781	17	39	)	)	PUNCT
geoplanning-15781	17	40	.	.	PUNCT
geoplanning-15781	18	1	it	it	PRON
geoplanning-15781	18	2	is	be	AUX
geoplanning-15781	18	3	characterized	characterize	VERB
geoplanning-15781	18	4	by	by	ADP
geoplanning-15781	18	5	the	the	DET
geoplanning-15781	18	6	expansion	expansion	NOUN
geoplanning-15781	18	7	of	of	ADP
geoplanning-15781	18	8	human	human	ADJ
geoplanning-15781	18	9	population	population	NOUN
geoplanning-15781	18	10	from	from	ADP
geoplanning-15781	18	11	a	a	DET
geoplanning-15781	18	12	core	core	NOUN
geoplanning-15781	18	13	urban	urban	ADJ
geoplanning-15781	18	14	area	area	NOUN
geoplanning-15781	18	15	into	into	ADP
geoplanning-15781	18	16	previously	previously	ADV
geoplanning-15781	18	17	rural	rural	ADJ
geoplanning-15781	18	18	and	and	CCONJ
geoplanning-15781	18	19	remote	remote	ADJ
geoplanning-15781	18	20	areas	area	NOUN
geoplanning-15781	18	21	.	.	PUNCT
geoplanning-15781	19	1	the	the	DET
geoplanning-15781	19	2	discussions	discussion	NOUN
geoplanning-15781	19	3	about	about	ADP
geoplanning-15781	19	4	urban	urban	ADJ
geoplanning-15781	19	5	sprawl	sprawl	NOUN
geoplanning-15781	19	6	are	be	AUX
geoplanning-15781	19	7	often	often	ADV
geoplanning-15781	19	8	made	make	VERB
geoplanning-15781	19	9	partial	partial	ADJ
geoplanning-15781	19	10	by	by	ADP
geoplanning-15781	19	11	the	the	DET
geoplanning-15781	19	12	view	view	NOUN
geoplanning-15781	19	13	of	of	ADP
geoplanning-15781	19	14	metropolitan	metropolitan	ADJ
geoplanning-15781	19	15	growth	growth	NOUN
geoplanning-15781	19	16	is	be	AUX
geoplanning-15781	19	17	inefficient	inefficient	ADJ
geoplanning-15781	19	18	and	and	CCONJ
geoplanning-15781	19	19	causes	cause	VERB
geoplanning-15781	19	20	environmental	environmental	ADJ
geoplanning-15781	19	21	degradation	degradation	NOUN
geoplanning-15781	19	22	.	.	PUNCT
geoplanning-15781	20	1	but	but	CCONJ
geoplanning-15781	20	2	the	the	DET
geoplanning-15781	20	3	other	other	ADJ
geoplanning-15781	20	4	side	side	NOUN
geoplanning-15781	20	5	of	of	ADP
geoplanning-15781	20	6	the	the	DET
geoplanning-15781	20	7	issue	issue	NOUN
geoplanning-15781	20	8	says	say	VERB
geoplanning-15781	20	9	the	the	DET
geoplanning-15781	20	10	beneficiaries	beneficiary	NOUN
geoplanning-15781	20	11	of	of	ADP
geoplanning-15781	20	12	sprawl	sprawl	NOUN
geoplanning-15781	20	13	may	may	AUX
geoplanning-15781	20	14	be	be	AUX
geoplanning-15781	20	15	a	a	DET
geoplanning-15781	20	16	silent	silent	ADJ
geoplanning-15781	20	17	majority	majority	NOUN
geoplanning-15781	20	18	who	who	PRON
geoplanning-15781	20	19	are	be	AUX
geoplanning-15781	20	20	not	not	PART
geoplanning-15781	20	21	as	as	ADV
geoplanning-15781	20	22	politically	politically	ADV
geoplanning-15781	20	23	active	active	ADJ
geoplanning-15781	20	24	as	as	ADP
geoplanning-15781	20	25	center	center	ADJ
geoplanning-15781	20	26	city	city	NOUN
geoplanning-15781	20	27	boosters	booster	NOUN
geoplanning-15781	20	28	,	,	PUNCT
geoplanning-15781	20	29	environmentalists	environmentalist	NOUN
geoplanning-15781	20	30	and	and	CCONJ
geoplanning-15781	20	31	the	the	DET
geoplanning-15781	20	32	urban	urban	ADJ
geoplanning-15781	20	33	layman	layman	NOUN
geoplanning-15781	20	34	in	in	ADP
geoplanning-15781	20	35	voicing	voice	VERB
geoplanning-15781	20	36	their	their	PRON
geoplanning-15781	20	37	views	view	NOUN
geoplanning-15781	20	38	on	on	ADP
geoplanning-15781	20	39	the	the	DET
geoplanning-15781	20	40	merits	merit	NOUN
geoplanning-15781	20	41	of	of	ADP
geoplanning-15781	20	42	the	the	DET
geoplanning-15781	20	43	ongoing	ongoing	ADJ
geoplanning-15781	20	44	decentralization	decentralization	NOUN
geoplanning-15781	20	45	of	of	ADP
geoplanning-15781	20	46	jobs	job	NOUN
geoplanning-15781	20	47	and	and	CCONJ
geoplanning-15781	20	48	people	people	NOUN
geoplanning-15781	20	49	taking	take	VERB
geoplanning-15781	20	50	place	place	NOUN
geoplanning-15781	20	51	across	across	ADP
geoplanning-15781	20	52	cities	city	NOUN
geoplanning-15781	20	53	.	.	PUNCT
geoplanning-15781	21	1	in	in	ADP
geoplanning-15781	21	2	india	india	PROPN
geoplanning-15781	21	3	,	,	PUNCT
geoplanning-15781	21	4	urban	urban	ADJ
geoplanning-15781	21	5	sprawl	sprawl	NOUN
geoplanning-15781	21	6	is	be	AUX
geoplanning-15781	21	7	in	in	ADP
geoplanning-15781	21	8	its	its	PRON
geoplanning-15781	21	9	zenith	zenith	NOUN
geoplanning-15781	21	10	phase	phase	NOUN
geoplanning-15781	21	11	at	at	ADP
geoplanning-15781	21	12	the	the	DET
geoplanning-15781	21	13	cost	cost	NOUN
geoplanning-15781	21	14	of	of	ADP
geoplanning-15781	21	15	farmland	farmland	NOUN
geoplanning-15781	21	16	,	,	PUNCT
geoplanning-15781	21	17	forest	forest	NOUN
geoplanning-15781	21	18	,	,	PUNCT
geoplanning-15781	21	19	and	and	CCONJ
geoplanning-15781	21	20	other	other	ADJ
geoplanning-15781	21	21	ecologically	ecologically	ADV
geoplanning-15781	21	22	sensitive	sensitive	ADJ
geoplanning-15781	21	23	areas	area	NOUN
geoplanning-15781	21	24	.	.	PUNCT
geoplanning-15781	22	1	rapid	rapid	ADJ
geoplanning-15781	22	2	urbanization	urbanization	NOUN
geoplanning-15781	22	3	in	in	ADP
geoplanning-15781	22	4	india	india	PROPN
geoplanning-15781	22	5	is	be	AUX
geoplanning-15781	22	6	changing	change	VERB
geoplanning-15781	22	7	the	the	DET
geoplanning-15781	22	8	dynamics	dynamic	NOUN
geoplanning-15781	22	9	between	between	ADP
geoplanning-15781	22	10	ecology	ecology	NOUN
geoplanning-15781	22	11	,	,	PUNCT
geoplanning-15781	22	12	economy	economy	NOUN
geoplanning-15781	22	13	and	and	CCONJ
geoplanning-15781	22	14	the	the	DET
geoplanning-15781	22	15	society	society	NOUN
geoplanning-15781	22	16	(	(	PUNCT
geoplanning-15781	22	17	bardhan	bardhan	ADV
geoplanning-15781	22	18	et	et	PROPN
geoplanning-15781	22	19	al	al	PROPN
geoplanning-15781	22	20	.	.	PROPN
geoplanning-15781	22	21	,	,	PUNCT
geoplanning-15781	22	22	2016	2016	NUM
geoplanning-15781	22	23	)	)	PUNCT
geoplanning-15781	22	24	.	.	PUNCT
geoplanning-15781	23	1	the	the	DET
geoplanning-15781	23	2	exponential	exponential	ADJ
geoplanning-15781	23	3	growth	growth	NOUN
geoplanning-15781	23	4	of	of	ADP
geoplanning-15781	23	5	urban	urban	ADJ
geoplanning-15781	23	6	population	population	NOUN
geoplanning-15781	23	7	has	have	AUX
geoplanning-15781	23	8	clearly	clearly	ADV
geoplanning-15781	23	9	figured	figure	VERB
geoplanning-15781	23	10	out	out	ADP
geoplanning-15781	23	11	by	by	ADP
geoplanning-15781	23	12	last	last	ADJ
geoplanning-15781	23	13	few	few	ADJ
geoplanning-15781	23	14	censuses	census	NOUN
geoplanning-15781	23	15	results	result	VERB
geoplanning-15781	23	16	.	.	PUNCT
geoplanning-15781	24	1	the	the	DET
geoplanning-15781	24	2	alarmingly	alarmingly	ADV
geoplanning-15781	24	3	diminishing	diminish	VERB
geoplanning-15781	24	4	forest	forest	NOUN
geoplanning-15781	24	5	coverage	coverage	NOUN
geoplanning-15781	24	6	is	be	AUX
geoplanning-15781	24	7	upholding	uphold	VERB
geoplanning-15781	24	8	these	these	DET
geoplanning-15781	24	9	findings	finding	NOUN
geoplanning-15781	24	10	.	.	PUNCT
geoplanning-15781	25	1	as	as	ADP
geoplanning-15781	25	2	like	like	ADP
geoplanning-15781	25	3	other	other	ADJ
geoplanning-15781	25	4	states	state	NOUN
geoplanning-15781	25	5	of	of	ADP
geoplanning-15781	25	6	india	india	PROPN
geoplanning-15781	25	7	,	,	PUNCT
geoplanning-15781	25	8	cities	city	NOUN
geoplanning-15781	25	9	of	of	ADP
geoplanning-15781	25	10	uttarakhand	uttarakhand	PROPN
geoplanning-15781	25	11	is	be	AUX
geoplanning-15781	25	12	also	also	ADV
geoplanning-15781	25	13	experienced	experience	VERB
geoplanning-15781	25	14	with	with	ADP
geoplanning-15781	25	15	population	population	NOUN
geoplanning-15781	25	16	exploration	exploration	NOUN
geoplanning-15781	25	17	evident	evident	ADJ
geoplanning-15781	25	18	by	by	ADP
geoplanning-15781	25	19	the	the	DET
geoplanning-15781	25	20	census	census	NOUN
geoplanning-15781	25	21	of	of	ADP
geoplanning-15781	25	22	india	india	PROPN
geoplanning-15781	25	23	2011	2011	NUM
geoplanning-15781	25	24	report	report	NOUN
geoplanning-15781	25	25	illustrated	illustrate	VERB
geoplanning-15781	25	26	in	in	ADP
geoplanning-15781	25	27	figure	figure	NOUN
geoplanning-15781	25	28	1	1	NUM
geoplanning-15781	25	29	.	.	PUNCT
geoplanning-15781	25	30	open	open	ADJ
geoplanning-15781	25	31	access	access	NOUN
geoplanning-15781	25	32	article	article	NOUN
geoplanning-15781	25	33	info	info	NOUN
geoplanning-15781	25	34	:	:	PUNCT
geoplanning-15781	25	35	received	receive	VERB
geoplanning-15781	25	36	:	:	PUNCT
geoplanning-15781	25	37	01	01	NUM
geoplanning-15781	25	38	september	september	PROPN
geoplanning-15781	25	39	2017	2017	NUM
geoplanning-15781	25	40	in	in	ADP
geoplanning-15781	25	41	revised	revise	VERB
geoplanning-15781	25	42	form	form	NOUN
geoplanning-15781	25	43	:	:	PUNCT
geoplanning-15781	25	44	10	10	NUM
geoplanning-15781	25	45	dec	dec	PROPN
geoplanning-15781	25	46	2017	2017	NUM
geoplanning-15781	25	47	accepted	accept	VERB
geoplanning-15781	25	48	:	:	PUNCT
geoplanning-15781	25	49	30	30	NUM
geoplanning-15781	25	50	january	january	PROPN
geoplanning-15781	25	51	2018	2018	NUM
geoplanning-15781	25	52	available	available	ADJ
geoplanning-15781	25	53	online	online	ADV
geoplanning-15781	25	54	:	:	PUNCT
geoplanning-15781	26	1	30	30	NUM
geoplanning-15781	26	2	april	april	PROPN
geoplanning-15781	26	3	2018	2018	NUM
geoplanning-15781	26	4	keywords	keyword	NOUN
geoplanning-15781	26	5	:	:	PUNCT
geoplanning-15781	26	6	land	land	NOUN
geoplanning-15781	26	7	-	-	PUNCT
geoplanning-15781	26	8	use	use	NOUN
geoplanning-15781	26	9	change	change	NOUN
geoplanning-15781	26	10	,	,	PUNCT
geoplanning-15781	26	11	urban	urban	ADJ
geoplanning-15781	26	12	sprawl	sprawl	NOUN
geoplanning-15781	26	13	,	,	PUNCT
geoplanning-15781	26	14	ca	ca	NOUN
geoplanning-15781	26	15	-	-	PUNCT
geoplanning-15781	26	16	markov	markov	NOUN
geoplanning-15781	26	17	,	,	PUNCT
geoplanning-15781	26	18	sustainable	sustainable	ADJ
geoplanning-15781	26	19	urban	urban	ADJ
geoplanning-15781	26	20	habitat	habitat	NOUN
geoplanning-15781	26	21	,	,	PUNCT
geoplanning-15781	26	22	dehradun	dehradun	PROPN
geoplanning-15781	26	23	city	city	PROPN
geoplanning-15781	26	24	corresponding	corresponding	ADJ
geoplanning-15781	26	25	author	author	NOUN
geoplanning-15781	26	26	:	:	PUNCT
geoplanning-15781	26	27	subhajit	subhajit	NOUN
geoplanning-15781	26	28	bandopadhyay	bandopadhyay	PROPN
geoplanning-15781	26	29	meteorology	meteorology	PROPN
geoplanning-15781	26	30	department	department	PROPN
geoplanning-15781	26	31	,	,	PUNCT
geoplanning-15781	26	32	poznan	poznan	PROPN
geoplanning-15781	26	33	university	university	PROPN
geoplanning-15781	26	34	of	of	ADP
geoplanning-15781	26	35	life	life	PROPN
geoplanning-15781	26	36	sciences	sciences	PROPN
geoplanning-15781	26	37	poznan	poznan	PROPN
geoplanning-15781	26	38	;	;	PUNCT
geoplanning-15781	26	39	poland	poland	PROPN
geoplanning-15781	26	40	email	email	NOUN
geoplanning-15781	26	41	:	:	PUNCT
geoplanning-15781	26	42	subhajit.iirs@gmail.com	subhajit.iirs@gmail.com	X
geoplanning-15781	26	43	http://orcid.org/0000-0002-8657-3488	http://orcid.org/0000-0002-8657-3488	PROPN
geoplanning-15781	26	44	https://doi.org/10.14710/geoplanning.5.1.1-16	https://doi.org/10.14710/geoplanning.5.1.1-16	PROPN
geoplanning-15781	26	45	https://doi.org/10.14710/geoplanning.5.1.1-16	https://doi.org/10.14710/geoplanning.5.1.1-16	PROPN
geoplanning-15781	26	46	mailto:subhajit.iirs@gmail.com	mailto:subhajit.iirs@gmail.com	NOUN
geoplanning-15781	26	47	kalluvetty	kalluvetty	NOUN
geoplanning-15781	26	48	and	and	CCONJ
geoplanning-15781	26	49	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	26	50	/	/	SYM
geoplanning-15781	26	51	geoplanning	geoplanning	NOUN
geoplanning-15781	26	52	:	:	PUNCT
geoplanning-15781	26	53	journal	journal	NOUN
geoplanning-15781	26	54	of	of	ADP
geoplanning-15781	26	55	geomatics	geomatics	PROPN
geoplanning-15781	26	56	and	and	CCONJ
geoplanning-15781	26	57	planning	planning	NOUN
geoplanning-15781	26	58	,	,	PUNCT
geoplanning-15781	26	59	vol	vol	NOUN
geoplanning-15781	26	60	5	5	NUM
geoplanning-15781	26	61	,	,	PUNCT
geoplanning-15781	26	62	no	no	DET
geoplanning-15781	26	63	1	1	NUM
geoplanning-15781	26	64	,	,	PUNCT
geoplanning-15781	26	65	2018	2018	NUM
geoplanning-15781	26	66	,	,	PUNCT
geoplanning-15781	26	67	1	1	NUM
geoplanning-15781	26	68	-	-	SYM
geoplanning-15781	26	69	16	16	NUM
geoplanning-15781	26	70	doi	doi	NOUN
geoplanning-15781	26	71	:	:	PUNCT
geoplanning-15781	26	72	10.14710	10.14710	NUM
geoplanning-15781	26	73	/	/	SYM
geoplanning-15781	26	74	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	26	75	-	-	ADJ
geoplanning-15781	26	76	16	16	NUM
geoplanning-15781	26	77	2	2	NUM
geoplanning-15781	27	1	|	|	NOUN
geoplanning-15781	27	2	figure	figure	NOUN
geoplanning-15781	27	3	1	1	NUM
geoplanning-15781	27	4	.	.	PUNCT
geoplanning-15781	28	1	uttarakhand	uttarakhand	PROPN
geoplanning-15781	28	2	population	population	NOUN
geoplanning-15781	28	3	growth	growth	NOUN
geoplanning-15781	28	4	from	from	ADP
geoplanning-15781	28	5	2001	2001	NUM
geoplanning-15781	28	6	to	to	ADP
geoplanning-15781	28	7	2011	2011	NUM
geoplanning-15781	28	8	(	(	PUNCT
geoplanning-15781	28	9	source	source	NOUN
geoplanning-15781	28	10	:	:	PUNCT
geoplanning-15781	28	11	census	census	NOUN
geoplanning-15781	28	12	of	of	ADP
geoplanning-15781	28	13	india	india	PROPN
geoplanning-15781	28	14	,	,	PUNCT
geoplanning-15781	28	15	2011	2011	NUM
geoplanning-15781	28	16	)	)	PUNCT
geoplanning-15781	28	17	this	this	DET
geoplanning-15781	28	18	report	report	NOUN
geoplanning-15781	28	19	clearly	clearly	ADV
geoplanning-15781	28	20	suggests	suggest	VERB
geoplanning-15781	28	21	the	the	DET
geoplanning-15781	28	22	tremendous	tremendous	ADJ
geoplanning-15781	28	23	increase	increase	NOUN
geoplanning-15781	28	24	in	in	ADP
geoplanning-15781	28	25	population	population	NOUN
geoplanning-15781	28	26	in	in	ADP
geoplanning-15781	28	27	the	the	DET
geoplanning-15781	28	28	districts	district	NOUN
geoplanning-15781	28	29	of	of	ADP
geoplanning-15781	28	30	dehradun	dehradun	PROPN
geoplanning-15781	28	31	,	,	PUNCT
geoplanning-15781	28	32	udham	udham	PROPN
geoplanning-15781	28	33	singh	singh	PROPN
geoplanning-15781	28	34	nagar	nagar	NOUN
geoplanning-15781	28	35	,	,	PUNCT
geoplanning-15781	28	36	and	and	CCONJ
geoplanning-15781	28	37	nanital	nanital	ADJ
geoplanning-15781	28	38	,	,	PUNCT
geoplanning-15781	28	39	while	while	SCONJ
geoplanning-15781	28	40	districts	district	NOUN
geoplanning-15781	28	41	which	which	PRON
geoplanning-15781	28	42	are	be	AUX
geoplanning-15781	28	43	in	in	ADP
geoplanning-15781	28	44	hilly	hilly	ADJ
geoplanning-15781	28	45	regions	region	NOUN
geoplanning-15781	28	46	like	like	ADP
geoplanning-15781	28	47	garhwal	garhwal	NOUN
geoplanning-15781	28	48	,	,	PUNCT
geoplanning-15781	28	49	almora	almora	NOUN
geoplanning-15781	28	50	showing	show	VERB
geoplanning-15781	28	51	negative	negative	ADJ
geoplanning-15781	28	52	growth	growth	NOUN
geoplanning-15781	28	53	rate	rate	NOUN
geoplanning-15781	28	54	.	.	PUNCT
geoplanning-15781	29	1	this	this	DET
geoplanning-15781	29	2	upward	upward	ADJ
geoplanning-15781	29	3	nature	nature	NOUN
geoplanning-15781	29	4	of	of	ADP
geoplanning-15781	29	5	population	population	NOUN
geoplanning-15781	29	6	growth	growth	NOUN
geoplanning-15781	29	7	in	in	ADP
geoplanning-15781	29	8	dehradun	dehradun	PROPN
geoplanning-15781	29	9	which	which	PRON
geoplanning-15781	29	10	is	be	AUX
geoplanning-15781	29	11	the	the	DET
geoplanning-15781	29	12	capital	capital	NOUN
geoplanning-15781	29	13	city	city	NOUN
geoplanning-15781	29	14	of	of	ADP
geoplanning-15781	29	15	the	the	DET
geoplanning-15781	29	16	uttarakhand	uttarakhand	PROPN
geoplanning-15781	29	17	state	state	NOUN
geoplanning-15781	29	18	results	result	NOUN
geoplanning-15781	29	19	in	in	ADP
geoplanning-15781	29	20	unplanned	unplanned	ADJ
geoplanning-15781	29	21	urbanization	urbanization	NOUN
geoplanning-15781	29	22	and	and	CCONJ
geoplanning-15781	29	23	changes	change	NOUN
geoplanning-15781	29	24	in	in	ADP
geoplanning-15781	29	25	the	the	DET
geoplanning-15781	29	26	land	land	NOUN
geoplanning-15781	29	27	use	use	NOUN
geoplanning-15781	29	28	patterns	pattern	NOUN
geoplanning-15781	29	29	.	.	PUNCT
geoplanning-15781	30	1	in	in	ADP
geoplanning-15781	30	2	order	order	NOUN
geoplanning-15781	30	3	to	to	PART
geoplanning-15781	30	4	design	design	VERB
geoplanning-15781	30	5	a	a	DET
geoplanning-15781	30	6	sustainable	sustainable	ADJ
geoplanning-15781	30	7	city	city	NOUN
geoplanning-15781	30	8	profile	profile	NOUN
geoplanning-15781	30	9	through	through	ADP
geoplanning-15781	30	10	appropriate	appropriate	ADJ
geoplanning-15781	30	11	urban	urban	ADJ
geoplanning-15781	30	12	planning	planning	NOUN
geoplanning-15781	30	13	system	system	NOUN
geoplanning-15781	30	14	the	the	DET
geoplanning-15781	30	15	temporal	temporal	ADJ
geoplanning-15781	30	16	land	land	NOUN
geoplanning-15781	30	17	use	use	NOUN
geoplanning-15781	30	18	transformation	transformation	NOUN
geoplanning-15781	30	19	must	must	AUX
geoplanning-15781	30	20	be	be	AUX
geoplanning-15781	30	21	evaluated	evaluate	VERB
geoplanning-15781	30	22	(	(	PUNCT
geoplanning-15781	30	23	deep	deep	ADJ
geoplanning-15781	30	24	&	&	CCONJ
geoplanning-15781	30	25	saklani	saklani	PROPN
geoplanning-15781	30	26	,	,	PUNCT
geoplanning-15781	30	27	2014	2014	NUM
geoplanning-15781	30	28	)	)	PUNCT
geoplanning-15781	30	29	.	.	PUNCT
geoplanning-15781	31	1	so	so	ADV
geoplanning-15781	31	2	as	as	SCONJ
geoplanning-15781	31	3	to	to	PART
geoplanning-15781	31	4	figure	figure	VERB
geoplanning-15781	31	5	out	out	ADP
geoplanning-15781	31	6	the	the	DET
geoplanning-15781	31	7	increasing	increase	VERB
geoplanning-15781	31	8	rate	rate	NOUN
geoplanning-15781	31	9	of	of	ADP
geoplanning-15781	31	10	urban	urban	ADJ
geoplanning-15781	31	11	sprawl	sprawl	NOUN
geoplanning-15781	31	12	an	an	DET
geoplanning-15781	31	13	attempt	attempt	NOUN
geoplanning-15781	31	14	has	have	VERB
geoplanning-15781	31	15	to	to	PART
geoplanning-15781	31	16	be	be	AUX
geoplanning-15781	31	17	made	make	VERB
geoplanning-15781	31	18	to	to	PART
geoplanning-15781	31	19	comprehend	comprehend	VERB
geoplanning-15781	31	20	sprawl	sprawl	NOUN
geoplanning-15781	31	21	dynamics	dynamic	NOUN
geoplanning-15781	31	22	and	and	CCONJ
geoplanning-15781	31	23	to	to	PART
geoplanning-15781	31	24	develop	develop	VERB
geoplanning-15781	31	25	appropriate	appropriate	ADJ
geoplanning-15781	31	26	management	management	NOUN
geoplanning-15781	31	27	strategies	strategy	NOUN
geoplanning-15781	31	28	that	that	PRON
geoplanning-15781	31	29	could	could	AUX
geoplanning-15781	31	30	aid	aid	VERB
geoplanning-15781	31	31	in	in	ADP
geoplanning-15781	31	32	the	the	DET
geoplanning-15781	31	33	region	region	NOUN
geoplanning-15781	31	34	’s	’s	PART
geoplanning-15781	31	35	sustainable	sustainable	ADJ
geoplanning-15781	31	36	development	development	NOUN
geoplanning-15781	31	37	.	.	PUNCT
geoplanning-15781	32	1	in	in	ADP
geoplanning-15781	32	2	early	early	ADJ
geoplanning-15781	32	3	days	day	NOUN
geoplanning-15781	32	4	studies	study	NOUN
geoplanning-15781	32	5	,	,	PUNCT
geoplanning-15781	32	6	cadastral	cadastral	ADJ
geoplanning-15781	32	7	maps	map	NOUN
geoplanning-15781	32	8	(	(	PUNCT
geoplanning-15781	32	9	scale	scale	NOUN
geoplanning-15781	32	10	,	,	PUNCT
geoplanning-15781	32	11	usually	usually	ADV
geoplanning-15781	32	12	1	1	NUM
geoplanning-15781	32	13	:	:	SYM
geoplanning-15781	32	14	4000	4000	NUM
geoplanning-15781	32	15	)	)	PUNCT
geoplanning-15781	32	16	were	be	AUX
geoplanning-15781	32	17	utilized	utilize	VERB
geoplanning-15781	32	18	in	in	ADP
geoplanning-15781	32	19	mapping	mapping	NOUN
geoplanning-15781	32	20	for	for	ADP
geoplanning-15781	32	21	land	land	NOUN
geoplanning-15781	32	22	use	use	NOUN
geoplanning-15781	32	23	/	/	SYM
geoplanning-15781	32	24	land	land	NOUN
geoplanning-15781	32	25	cover	cover	NOUN
geoplanning-15781	32	26	and	and	CCONJ
geoplanning-15781	32	27	to	to	PART
geoplanning-15781	32	28	investigate	investigate	VERB
geoplanning-15781	32	29	their	their	PRON
geoplanning-15781	32	30	changes	change	NOUN
geoplanning-15781	32	31	(	(	PUNCT
geoplanning-15781	32	32	jat	jat	PROPN
geoplanning-15781	32	33	et	et	PROPN
geoplanning-15781	32	34	al	al	PROPN
geoplanning-15781	32	35	.	.	PROPN
geoplanning-15781	32	36	,	,	PUNCT
geoplanning-15781	32	37	2017	2017	NUM
geoplanning-15781	32	38	)	)	PUNCT
geoplanning-15781	32	39	.	.	PUNCT
geoplanning-15781	33	1	from	from	ADP
geoplanning-15781	33	2	twentieth	twentieth	ADJ
geoplanning-15781	33	3	century	century	NOUN
geoplanning-15781	33	4	onwards	onwards	ADP
geoplanning-15781	33	5	the	the	DET
geoplanning-15781	33	6	mapping	mapping	NOUN
geoplanning-15781	33	7	of	of	ADP
geoplanning-15781	33	8	lulc	lulc	PROPN
geoplanning-15781	33	9	was	be	AUX
geoplanning-15781	33	10	first	first	ADV
geoplanning-15781	33	11	replaced	replace	VERB
geoplanning-15781	33	12	by	by	ADP
geoplanning-15781	33	13	aerial	aerial	ADJ
geoplanning-15781	33	14	photographs	photograph	NOUN
geoplanning-15781	33	15	,	,	PUNCT
geoplanning-15781	33	16	later	later	ADV
geoplanning-15781	33	17	on	on	ADP
geoplanning-15781	33	18	research	research	NOUN
geoplanning-15781	33	19	was	be	AUX
geoplanning-15781	33	20	focused	focus	VERB
geoplanning-15781	33	21	on	on	ADP
geoplanning-15781	33	22	multispectral	multispectral	ADJ
geoplanning-15781	33	23	satellite	satellite	NOUN
geoplanning-15781	33	24	images	image	NOUN
geoplanning-15781	33	25	.	.	PUNCT
geoplanning-15781	34	1	in	in	ADP
geoplanning-15781	34	2	recent	recent	ADJ
geoplanning-15781	34	3	past	past	NOUN
geoplanning-15781	34	4	,	,	PUNCT
geoplanning-15781	34	5	implementation	implementation	NOUN
geoplanning-15781	34	6	of	of	ADP
geoplanning-15781	34	7	mathematical	mathematical	ADJ
geoplanning-15781	34	8	techniques	technique	NOUN
geoplanning-15781	34	9	into	into	ADP
geoplanning-15781	34	10	satellite	satellite	NOUN
geoplanning-15781	34	11	images	image	NOUN
geoplanning-15781	34	12	have	have	AUX
geoplanning-15781	34	13	been	be	AUX
geoplanning-15781	34	14	utilized	utilize	VERB
geoplanning-15781	34	15	for	for	ADP
geoplanning-15781	34	16	the	the	DET
geoplanning-15781	34	17	assessment	assessment	NOUN
geoplanning-15781	34	18	of	of	ADP
geoplanning-15781	34	19	urban	urban	ADJ
geoplanning-15781	34	20	growth	growth	NOUN
geoplanning-15781	34	21	through	through	ADP
geoplanning-15781	34	22	preparation	preparation	NOUN
geoplanning-15781	34	23	of	of	ADP
geoplanning-15781	34	24	lulc	lulc	PROPN
geoplanning-15781	34	25	maps	map	NOUN
geoplanning-15781	34	26	in	in	ADP
geoplanning-15781	34	27	this	this	DET
geoplanning-15781	34	28	domain	domain	NOUN
geoplanning-15781	34	29	.	.	PUNCT
geoplanning-15781	35	1	but	but	CCONJ
geoplanning-15781	35	2	nearly	nearly	ADV
geoplanning-15781	35	3	all	all	PRON
geoplanning-15781	35	4	landscape	landscape	NOUN
geoplanning-15781	35	5	models	model	NOUN
geoplanning-15781	35	6	are	be	AUX
geoplanning-15781	35	7	spatially	spatially	ADV
geoplanning-15781	35	8	implicit	implicit	ADJ
geoplanning-15781	35	9	in	in	ADP
geoplanning-15781	35	10	nature	nature	NOUN
geoplanning-15781	35	11	,	,	PUNCT
geoplanning-15781	35	12	since	since	SCONJ
geoplanning-15781	35	13	landscapes	landscape	NOUN
geoplanning-15781	35	14	are	be	AUX
geoplanning-15781	35	15	fundamentally	fundamentally	ADV
geoplanning-15781	35	16	spatial	spatial	ADJ
geoplanning-15781	35	17	entities	entity	NOUN
geoplanning-15781	35	18	where	where	SCONJ
geoplanning-15781	35	19	location	location	NOUN
geoplanning-15781	35	20	is	be	AUX
geoplanning-15781	35	21	a	a	DET
geoplanning-15781	35	22	prime	prime	ADJ
geoplanning-15781	35	23	factor	factor	NOUN
geoplanning-15781	35	24	.	.	PUNCT
geoplanning-15781	36	1	spatial	spatial	ADJ
geoplanning-15781	36	2	locations	location	NOUN
geoplanning-15781	36	3	matters	matter	VERB
geoplanning-15781	36	4	to	to	ADP
geoplanning-15781	36	5	the	the	DET
geoplanning-15781	36	6	process	process	NOUN
geoplanning-15781	36	7	which	which	PRON
geoplanning-15781	36	8	should	should	AUX
geoplanning-15781	36	9	be	be	AUX
geoplanning-15781	36	10	modeled	model	VERB
geoplanning-15781	36	11	.	.	PUNCT
geoplanning-15781	37	1	spatial	spatial	ADJ
geoplanning-15781	37	2	explicit	explicit	ADJ
geoplanning-15781	37	3	model	model	NOUN
geoplanning-15781	37	4	allows	allow	VERB
geoplanning-15781	37	5	us	we	PRON
geoplanning-15781	37	6	to	to	PART
geoplanning-15781	37	7	model	model	VERB
geoplanning-15781	37	8	the	the	DET
geoplanning-15781	37	9	locations	location	NOUN
geoplanning-15781	37	10	with	with	ADP
geoplanning-15781	37	11	answering	answer	VERB
geoplanning-15781	37	12	all	all	DET
geoplanning-15781	37	13	landscape	landscape	NOUN
geoplanning-15781	37	14	-	-	PUNCT
geoplanning-15781	37	15	relevant	relevant	ADJ
geoplanning-15781	37	16	questions	question	NOUN
geoplanning-15781	37	17	and	and	CCONJ
geoplanning-15781	37	18	also	also	ADV
geoplanning-15781	37	19	providing	provide	VERB
geoplanning-15781	37	20	precise	precise	ADJ
geoplanning-15781	37	21	relative	relative	ADJ
geoplanning-15781	37	22	location	location	NOUN
geoplanning-15781	37	23	of	of	ADP
geoplanning-15781	37	24	each	each	DET
geoplanning-15781	37	25	landscape	landscape	NOUN
geoplanning-15781	37	26	category	category	NOUN
geoplanning-15781	37	27	.	.	PUNCT
geoplanning-15781	38	1	several	several	ADJ
geoplanning-15781	38	2	researches	research	NOUN
geoplanning-15781	38	3	have	have	AUX
geoplanning-15781	38	4	already	already	ADV
geoplanning-15781	38	5	conducted	conduct	VERB
geoplanning-15781	38	6	to	to	PART
geoplanning-15781	38	7	quantify	quantify	VERB
geoplanning-15781	38	8	the	the	DET
geoplanning-15781	38	9	urban	urban	ADJ
geoplanning-15781	38	10	growth	growth	NOUN
geoplanning-15781	38	11	using	use	VERB
geoplanning-15781	38	12	various	various	ADJ
geoplanning-15781	38	13	methods	method	NOUN
geoplanning-15781	38	14	.	.	PUNCT
geoplanning-15781	39	1	myint	myint	NOUN
geoplanning-15781	39	2	and	and	CCONJ
geoplanning-15781	39	3	wang	wang	PROPN
geoplanning-15781	39	4	(	(	PUNCT
geoplanning-15781	39	5	2006	2006	NUM
geoplanning-15781	39	6	)	)	PUNCT
geoplanning-15781	39	7	used	use	VERB
geoplanning-15781	39	8	post	post	ADJ
geoplanning-15781	39	9	-	-	ADJ
geoplanning-15781	39	10	classification	classification	ADJ
geoplanning-15781	39	11	change	change	NOUN
geoplanning-15781	39	12	detection	detection	NOUN
geoplanning-15781	39	13	approach	approach	NOUN
geoplanning-15781	39	14	to	to	PART
geoplanning-15781	39	15	identify	identify	VERB
geoplanning-15781	39	16	the	the	DET
geoplanning-15781	39	17	land	land	NOUN
geoplanning-15781	39	18	use	use	NOUN
geoplanning-15781	39	19	land	land	NOUN
geoplanning-15781	39	20	cover	cover	NOUN
geoplanning-15781	39	21	changes	change	NOUN
geoplanning-15781	39	22	in	in	ADP
geoplanning-15781	39	23	norman	norman	PROPN
geoplanning-15781	39	24	,	,	PUNCT
geoplanning-15781	39	25	oklahoma	oklahoma	PROPN
geoplanning-15781	39	26	using	use	VERB
geoplanning-15781	39	27	landsat	landsat	PROPN
geoplanning-15781	39	28	multispectral	multispectral	ADJ
geoplanning-15781	39	29	scanned	scan	VERB
geoplanning-15781	39	30	and	and	CCONJ
geoplanning-15781	39	31	thematic	thematic	ADJ
geoplanning-15781	39	32	mapper	mapper	NOUN
geoplanning-15781	39	33	(	(	PUNCT
geoplanning-15781	39	34	tm	tm	NOUN
geoplanning-15781	39	35	)	)	PUNCT
geoplanning-15781	39	36	images	image	NOUN
geoplanning-15781	39	37	.	.	PUNCT
geoplanning-15781	40	1	an	an	DET
geoplanning-15781	40	2	integration	integration	NOUN
geoplanning-15781	40	3	of	of	ADP
geoplanning-15781	40	4	markov	markov	NOUN
geoplanning-15781	40	5	chain	chain	NOUN
geoplanning-15781	40	6	analysis	analysis	NOUN
geoplanning-15781	40	7	and	and	CCONJ
geoplanning-15781	40	8	a	a	DET
geoplanning-15781	40	9	cellular	cellular	ADJ
geoplanning-15781	40	10	automata	automata	NOUN
geoplanning-15781	40	11	approach	approach	NOUN
geoplanning-15781	40	12	were	be	AUX
geoplanning-15781	40	13	employed	employ	VERB
geoplanning-15781	40	14	to	to	PART
geoplanning-15781	40	15	predict	predict	VERB
geoplanning-15781	40	16	future	future	ADJ
geoplanning-15781	40	17	land	land	NOUN
geoplanning-15781	40	18	use	use	NOUN
geoplanning-15781	40	19	land	land	NOUN
geoplanning-15781	40	20	cover	cover	NOUN
geoplanning-15781	40	21	using	use	VERB
geoplanning-15781	40	22	multi	multi	ADJ
geoplanning-15781	40	23	-	-	ADJ
geoplanning-15781	40	24	criteria	criterion	NOUN
geoplanning-15781	40	25	decision	decision	NOUN
geoplanning-15781	40	26	-	-	PUNCT
geoplanning-15781	40	27	making	making	NOUN
geoplanning-15781	40	28	and	and	CCONJ
geoplanning-15781	40	29	fuzzy	fuzzy	ADJ
geoplanning-15781	40	30	parameter	parameter	NOUN
geoplanning-15781	40	31	standardization	standardization	NOUN
geoplanning-15781	40	32	approach	approach	NOUN
geoplanning-15781	40	33	.	.	PUNCT
geoplanning-15781	41	1	they	they	PRON
geoplanning-15781	41	2	compared	compare	VERB
geoplanning-15781	41	3	projected	project	VERB
geoplanning-15781	41	4	results	result	NOUN
geoplanning-15781	41	5	against	against	ADP
geoplanning-15781	41	6	the	the	DET
geoplanning-15781	41	7	classified	classified	ADJ
geoplanning-15781	41	8	output	output	NOUN
geoplanning-15781	41	9	of	of	ADP
geoplanning-15781	41	10	the	the	DET
geoplanning-15781	41	11	same	same	ADJ
geoplanning-15781	41	12	landsat	landsat	NOUN
geoplanning-15781	41	13	tm	tm	NOUN
geoplanning-15781	41	14	image	image	NOUN
geoplanning-15781	41	15	.	.	PUNCT
geoplanning-15781	42	1	the	the	DET
geoplanning-15781	42	2	study	study	NOUN
geoplanning-15781	42	3	explained	explain	VERB
geoplanning-15781	42	4	the	the	DET
geoplanning-15781	42	5	usefulness	usefulness	NOUN
geoplanning-15781	42	6	of	of	ADP
geoplanning-15781	42	7	markov	markov	NOUN
geoplanning-15781	42	8	and	and	CCONJ
geoplanning-15781	42	9	cellular	cellular	ADJ
geoplanning-15781	42	10	modeling	modeling	NOUN
geoplanning-15781	42	11	for	for	ADP
geoplanning-15781	42	12	urban	urban	ADJ
geoplanning-15781	42	13	landscape	landscape	NOUN
geoplanning-15781	42	14	changes	change	NOUN
geoplanning-15781	42	15	.	.	PUNCT
geoplanning-15781	43	1	they	they	PRON
geoplanning-15781	43	2	found	find	VERB
geoplanning-15781	43	3	that	that	DET
geoplanning-15781	43	4	combination	combination	NOUN
geoplanning-15781	43	5	of	of	ADP
geoplanning-15781	43	6	markov	markov	NOUN
geoplanning-15781	43	7	and	and	CCONJ
geoplanning-15781	43	8	a	a	DET
geoplanning-15781	43	9	ca	ca	NOUN
geoplanning-15781	43	10	filter	filter	NOUN
geoplanning-15781	43	11	is	be	AUX
geoplanning-15781	43	12	reasonably	reasonably	ADV
geoplanning-15781	43	13	accurate	accurate	ADJ
geoplanning-15781	43	14	for	for	ADP
geoplanning-15781	43	15	projecting	project	VERB
geoplanning-15781	43	16	future	future	ADJ
geoplanning-15781	43	17	land	land	NOUN
geoplanning-15781	43	18	use	use	NOUN
geoplanning-15781	43	19	land	land	NOUN
geoplanning-15781	43	20	cover	cover	NOUN
geoplanning-15781	43	21	.	.	PUNCT
geoplanning-15781	44	1	one	one	NUM
geoplanning-15781	44	2	of	of	ADP
geoplanning-15781	44	3	the	the	DET
geoplanning-15781	44	4	important	important	ADJ
geoplanning-15781	44	5	studies	study	NOUN
geoplanning-15781	44	6	in	in	ADP
geoplanning-15781	44	7	this	this	DET
geoplanning-15781	44	8	domain	domain	NOUN
geoplanning-15781	44	9	was	be	AUX
geoplanning-15781	44	10	done	do	VERB
geoplanning-15781	44	11	by	by	ADP
geoplanning-15781	44	12	deep	deep	ADJ
geoplanning-15781	44	13	and	and	CCONJ
geoplanning-15781	44	14	saklani	saklani	ADJ
geoplanning-15781	44	15	(	(	PUNCT
geoplanning-15781	44	16	2014	2014	NUM
geoplanning-15781	44	17	)	)	PUNCT
geoplanning-15781	44	18	showing	show	VERB
geoplanning-15781	44	19	the	the	DET
geoplanning-15781	44	20	applicability	applicability	NOUN
geoplanning-15781	44	21	of	of	ADP
geoplanning-15781	44	22	ca	ca	NOUN
geoplanning-15781	44	23	-	-	PUNCT
geoplanning-15781	44	24	markov	markov	NOUN
geoplanning-15781	44	25	model	model	NOUN
geoplanning-15781	44	26	which	which	PRON
geoplanning-15781	44	27	is	be	AUX
geoplanning-15781	44	28	effectively	effectively	ADV
geoplanning-15781	44	29	used	use	VERB
geoplanning-15781	44	30	to	to	PART
geoplanning-15781	44	31	study	study	VERB
geoplanning-15781	44	32	the	the	DET
geoplanning-15781	44	33	urban	urban	ADJ
geoplanning-15781	44	34	dynamics	dynamic	NOUN
geoplanning-15781	44	35	in	in	ADP
geoplanning-15781	44	36	rapidly	rapidly	ADV
geoplanning-15781	44	37	growing	grow	VERB
geoplanning-15781	44	38	cities	city	NOUN
geoplanning-15781	44	39	using	use	VERB
geoplanning-15781	44	40	the	the	DET
geoplanning-15781	44	41	commercial	commercial	ADJ
geoplanning-15781	44	42	liss	liss	VERB
geoplanning-15781	44	43	-	-	PUNCT
geoplanning-15781	44	44	iv	iv	NUM
geoplanning-15781	44	45	high	high	ADJ
geoplanning-15781	44	46	-	-	PUNCT
geoplanning-15781	44	47	resolution	resolution	NOUN
geoplanning-15781	44	48	data	datum	NOUN
geoplanning-15781	44	49	.	.	PUNCT
geoplanning-15781	45	1	modeling	modeling	NOUN
geoplanning-15781	45	2	suggested	suggest	VERB
geoplanning-15781	45	3	a	a	DET
geoplanning-15781	45	4	clear	clear	ADJ
geoplanning-15781	45	5	trend	trend	NOUN
geoplanning-15781	45	6	of	of	ADP
geoplanning-15781	45	7	various	various	ADJ
geoplanning-15781	45	8	land	land	NOUN
geoplanning-15781	45	9	use	use	NOUN
geoplanning-15781	45	10	transformation	transformation	NOUN
geoplanning-15781	45	11	in	in	ADP
geoplanning-15781	45	12	the	the	DET
geoplanning-15781	45	13	form	form	NOUN
geoplanning-15781	45	14	of	of	ADP
geoplanning-15781	45	15	built	build	VERB
geoplanning-15781	45	16	up	up	ADP
geoplanning-15781	45	17	expansions	expansion	NOUN
geoplanning-15781	45	18	.	.	PUNCT
geoplanning-15781	46	1	islam	islam	PROPN
geoplanning-15781	46	2	&	&	CCONJ
geoplanning-15781	46	3	ahmed	ahmed	PROPN
geoplanning-15781	46	4	(	(	PUNCT
geoplanning-15781	46	5	2012	2012	NUM
geoplanning-15781	46	6	)	)	PUNCT
geoplanning-15781	46	7	carried	carry	VERB
geoplanning-15781	46	8	the	the	DET
geoplanning-15781	46	9	similar	similar	ADJ
geoplanning-15781	46	10	kind	kind	NOUN
geoplanning-15781	46	11	of	of	ADP
geoplanning-15781	46	12	research	research	NOUN
geoplanning-15781	46	13	in	in	ADP
geoplanning-15781	46	14	dhaka	dhaka	PROPN
geoplanning-15781	46	15	city	city	PROPN
geoplanning-15781	46	16	,	,	PUNCT
geoplanning-15781	46	17	bangladesh	bangladesh	PROPN
geoplanning-15781	46	18	.	.	PUNCT
geoplanning-15781	47	1	they	they	PRON
geoplanning-15781	47	2	executed	execute	VERB
geoplanning-15781	47	3	the	the	DET
geoplanning-15781	47	4	markov	markov	NOUN
geoplanning-15781	47	5	chain	chain	NOUN
geoplanning-15781	47	6	modeling	modeling	NOUN
geoplanning-15781	47	7	for	for	ADP
geoplanning-15781	47	8	land	land	NOUN
geoplanning-15781	47	9	use	use	NOUN
geoplanning-15781	47	10	change	change	NOUN
geoplanning-15781	47	11	prediction	prediction	NOUN
geoplanning-15781	47	12	with	with	ADP
geoplanning-15781	47	13	the	the	DET
geoplanning-15781	47	14	aid	aid	NOUN
geoplanning-15781	47	15	of	of	ADP
geoplanning-15781	47	16	gis	gis	PROPN
geoplanning-15781	47	17	.	.	PUNCT
geoplanning-15781	48	1	supervised	supervise	VERB
geoplanning-15781	48	2	classification	classification	NOUN
geoplanning-15781	48	3	image	image	NOUN
geoplanning-15781	48	4	was	be	AUX
geoplanning-15781	48	5	given	give	VERB
geoplanning-15781	48	6	as	as	ADP
geoplanning-15781	48	7	the	the	DET
geoplanning-15781	48	8	input	input	NOUN
geoplanning-15781	48	9	for	for	ADP
geoplanning-15781	48	10	markov	markov	NOUN
geoplanning-15781	48	11	chain	chain	NOUN
geoplanning-15781	48	12	and	and	CCONJ
geoplanning-15781	48	13	obtained	obtain	VERB
geoplanning-15781	48	14	accuracy	accuracy	NOUN
geoplanning-15781	48	15	less	less	ADJ
geoplanning-15781	48	16	than	than	ADP
geoplanning-15781	48	17	70	70	NUM
geoplanning-15781	48	18	%	%	NOUN
geoplanning-15781	48	19	in	in	ADP
geoplanning-15781	48	20	the	the	DET
geoplanning-15781	48	21	absence	absence	NOUN
geoplanning-15781	48	22	of	of	ADP
geoplanning-15781	48	23	a	a	DET
geoplanning-15781	48	24	sufficient	sufficient	ADJ
geoplanning-15781	48	25	number	number	NOUN
geoplanning-15781	48	26	of	of	ADP
geoplanning-15781	48	27	authentic	authentic	ADJ
geoplanning-15781	48	28	,	,	PUNCT
geoplanning-15781	48	29	influencing	influence	VERB
geoplanning-15781	48	30	variables	variable	NOUN
geoplanning-15781	48	31	.	.	PUNCT
geoplanning-15781	49	1	they	they	PRON
geoplanning-15781	49	2	observed	observe	VERB
geoplanning-15781	49	3	that	that	DET
geoplanning-15781	49	4	accuracy	accuracy	NOUN
geoplanning-15781	49	5	can	can	AUX
geoplanning-15781	49	6	be	be	AUX
geoplanning-15781	49	7	enhanced	enhance	VERB
geoplanning-15781	49	8	by	by	ADP
geoplanning-15781	49	9	increasing	increase	VERB
geoplanning-15781	49	10	the	the	DET
geoplanning-15781	49	11	influencing	influence	VERB
geoplanning-15781	49	12	variables	variable	NOUN
geoplanning-15781	49	13	.	.	PUNCT
geoplanning-15781	50	1	memarian	memarian	PROPN
geoplanning-15781	50	2	et	et	PROPN
geoplanning-15781	50	3	al	al	PROPN
geoplanning-15781	50	4	.	.	PROPN
geoplanning-15781	51	1	(	(	PUNCT
geoplanning-15781	51	2	2012	2012	NUM
geoplanning-15781	51	3	)	)	PUNCT
geoplanning-15781	51	4	demonstrated	demonstrate	VERB
geoplanning-15781	51	5	the	the	DET
geoplanning-15781	51	6	ca	ca	NOUN
geoplanning-15781	51	7	-	-	PUNCT
geoplanning-15781	51	8	markov	markov	NOUN
geoplanning-15781	51	9	for	for	ADP
geoplanning-15781	51	10	simulation	simulation	NOUN
geoplanning-15781	51	11	of	of	ADP
geoplanning-15781	51	12	land	land	NOUN
geoplanning-15781	51	13	use	use	NOUN
geoplanning-15781	51	14	and	and	CCONJ
geoplanning-15781	51	15	land	land	NOUN
geoplanning-15781	51	16	cover	cover	NOUN
geoplanning-15781	51	17	change	change	NOUN
geoplanning-15781	51	18	using	use	VERB
geoplanning-15781	51	19	validation	validation	NOUN
geoplanning-15781	51	20	metrics	metric	NOUN
geoplanning-15781	51	21	,	,	PUNCT
geoplanning-15781	51	22	allocation	allocation	NOUN
geoplanning-15781	51	23	disagreement	disagreement	NOUN
geoplanning-15781	51	24	,	,	PUNCT
geoplanning-15781	51	25	quantity	quantity	NOUN
geoplanning-15781	51	26	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	51	27	/	/	SYM
geoplanning-15781	51	28	geoplanning.5.1.1	geoplanning.5.1.1	ADJ
geoplanning-15781	51	29	-	-	PUNCT
geoplanning-15781	51	30	16	16	NUM
geoplanning-15781	51	31	kalluvetty	kalluvetty	NOUN
geoplanning-15781	51	32	and	and	CCONJ
geoplanning-15781	51	33	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	51	34	/	/	SYM
geoplanning-15781	51	35	geoplanning	geoplanning	NOUN
geoplanning-15781	51	36	:	:	PUNCT
geoplanning-15781	51	37	journal	journal	NOUN
geoplanning-15781	51	38	of	of	ADP
geoplanning-15781	51	39	geomatics	geomatics	PROPN
geoplanning-15781	51	40	and	and	CCONJ
geoplanning-15781	51	41	planning	planning	NOUN
geoplanning-15781	51	42	,	,	PUNCT
geoplanning-15781	51	43	vol	vol	NOUN
geoplanning-15781	51	44	5	5	NUM
geoplanning-15781	51	45	,	,	PUNCT
geoplanning-15781	51	46	no	no	DET
geoplanning-15781	51	47	1	1	NUM
geoplanning-15781	51	48	,	,	PUNCT
geoplanning-15781	51	49	2018	2018	NUM
geoplanning-15781	51	50	,	,	PUNCT
geoplanning-15781	51	51	1	1	NUM
geoplanning-15781	51	52	-	-	SYM
geoplanning-15781	51	53	16	16	NUM
geoplanning-15781	51	54	doi	doi	NOUN
geoplanning-15781	51	55	:	:	PUNCT
geoplanning-15781	51	56	10.14710	10.14710	NUM
geoplanning-15781	51	57	/	/	SYM
geoplanning-15781	51	58	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	51	59	-	-	NOUN
geoplanning-15781	51	60	16	16	NUM
geoplanning-15781	52	1	|	|	CCONJ
geoplanning-15781	52	2	3	3	NUM
geoplanning-15781	52	3	disagreement	disagreement	NOUN
geoplanning-15781	52	4	and	and	CCONJ
geoplanning-15781	52	5	figure	figure	NOUN
geoplanning-15781	52	6	of	of	ADP
geoplanning-15781	52	7	merit	merit	NOUN
geoplanning-15781	52	8	in	in	ADP
geoplanning-15781	52	9	a	a	DET
geoplanning-15781	52	10	3d	3d	NUM
geoplanning-15781	52	11	space	space	NOUN
geoplanning-15781	52	12	.	.	PUNCT
geoplanning-15781	53	1	the	the	DET
geoplanning-15781	53	2	results	result	NOUN
geoplanning-15781	53	3	were	be	AUX
geoplanning-15781	53	4	poor	poor	ADJ
geoplanning-15781	53	5	for	for	ADP
geoplanning-15781	53	6	land	land	NOUN
geoplanning-15781	53	7	use	use	NOUN
geoplanning-15781	53	8	and	and	CCONJ
geoplanning-15781	53	9	land	land	NOUN
geoplanning-15781	53	10	cover	cover	NOUN
geoplanning-15781	53	11	change	change	NOUN
geoplanning-15781	53	12	due	due	ADP
geoplanning-15781	53	13	to	to	ADP
geoplanning-15781	53	14	uncertainties	uncertainty	NOUN
geoplanning-15781	53	15	in	in	ADP
geoplanning-15781	53	16	the	the	DET
geoplanning-15781	53	17	source	source	NOUN
geoplanning-15781	53	18	data	datum	NOUN
geoplanning-15781	53	19	and	and	CCONJ
geoplanning-15781	53	20	the	the	DET
geoplanning-15781	53	21	model	model	NOUN
geoplanning-15781	53	22	calibration	calibration	NOUN
geoplanning-15781	53	23	.	.	PUNCT
geoplanning-15781	54	1	nouri	nouri	PROPN
geoplanning-15781	54	2	et	et	PROPN
geoplanning-15781	54	3	al	al	PROPN
geoplanning-15781	54	4	.	.	PROPN
geoplanning-15781	55	1	(	(	PUNCT
geoplanning-15781	55	2	2014	2014	NUM
geoplanning-15781	55	3	)	)	PUNCT
geoplanning-15781	55	4	predict	predict	VERB
geoplanning-15781	55	5	the	the	DET
geoplanning-15781	55	6	urban	urban	ADJ
geoplanning-15781	55	7	land	land	NOUN
geoplanning-15781	55	8	use	use	NOUN
geoplanning-15781	55	9	changes	change	NOUN
geoplanning-15781	55	10	using	use	VERB
geoplanning-15781	55	11	the	the	DET
geoplanning-15781	55	12	cellular	cellular	ADJ
geoplanning-15781	55	13	automata	automata	NOUN
geoplanning-15781	55	14	technique	technique	NOUN
geoplanning-15781	55	15	.	.	PUNCT
geoplanning-15781	56	1	outcome	outcome	NOUN
geoplanning-15781	56	2	reviles	revile	VERB
geoplanning-15781	56	3	that	that	SCONJ
geoplanning-15781	56	4	major	major	ADJ
geoplanning-15781	56	5	expansions	expansion	NOUN
geoplanning-15781	56	6	in	in	ADP
geoplanning-15781	56	7	urban	urban	ADJ
geoplanning-15781	56	8	areas	area	NOUN
geoplanning-15781	56	9	were	be	AUX
geoplanning-15781	56	10	witnessed	witness	VERB
geoplanning-15781	56	11	around	around	ADP
geoplanning-15781	56	12	western	western	ADJ
geoplanning-15781	56	13	and	and	CCONJ
geoplanning-15781	56	14	eastern	eastern	ADJ
geoplanning-15781	56	15	borders	border	NOUN
geoplanning-15781	56	16	of	of	ADP
geoplanning-15781	56	17	the	the	DET
geoplanning-15781	56	18	city	city	NOUN
geoplanning-15781	56	19	,	,	PUNCT
geoplanning-15781	56	20	particularly	particularly	ADV
geoplanning-15781	56	21	close	close	ADJ
geoplanning-15781	56	22	to	to	ADP
geoplanning-15781	56	23	the	the	DET
geoplanning-15781	56	24	eastern	eastern	ADJ
geoplanning-15781	56	25	border	border	NOUN
geoplanning-15781	56	26	.	.	PUNCT
geoplanning-15781	57	1	but	but	CCONJ
geoplanning-15781	57	2	this	this	DET
geoplanning-15781	57	3	study	study	NOUN
geoplanning-15781	57	4	did	do	AUX
geoplanning-15781	57	5	not	not	PART
geoplanning-15781	57	6	show	show	VERB
geoplanning-15781	57	7	the	the	DET
geoplanning-15781	57	8	future	future	ADJ
geoplanning-15781	57	9	trend	trend	NOUN
geoplanning-15781	57	10	of	of	ADP
geoplanning-15781	57	11	that	that	DET
geoplanning-15781	57	12	particular	particular	ADJ
geoplanning-15781	57	13	city	city	NOUN
geoplanning-15781	57	14	over	over	ADP
geoplanning-15781	57	15	the	the	DET
geoplanning-15781	57	16	temporal	temporal	ADJ
geoplanning-15781	57	17	scale	scale	NOUN
geoplanning-15781	57	18	.	.	PUNCT
geoplanning-15781	58	1	another	another	DET
geoplanning-15781	58	2	study	study	NOUN
geoplanning-15781	58	3	was	be	AUX
geoplanning-15781	58	4	done	do	VERB
geoplanning-15781	58	5	by	by	ADP
geoplanning-15781	58	6	aithal	aithal	NOUN
geoplanning-15781	58	7	et	et	PROPN
geoplanning-15781	58	8	al	al	PROPN
geoplanning-15781	58	9	.	.	PROPN
geoplanning-15781	59	1	(	(	PUNCT
geoplanning-15781	59	2	2013	2013	NUM
geoplanning-15781	59	3	)	)	PUNCT
geoplanning-15781	59	4	in	in	ADP
geoplanning-15781	59	5	bangalore	bangalore	PROPN
geoplanning-15781	59	6	city	city	NOUN
geoplanning-15781	59	7	using	use	VERB
geoplanning-15781	59	8	the	the	DET
geoplanning-15781	59	9	same	same	ADJ
geoplanning-15781	59	10	technique	technique	NOUN
geoplanning-15781	59	11	.	.	PUNCT
geoplanning-15781	60	1	the	the	DET
geoplanning-15781	60	2	results	result	NOUN
geoplanning-15781	60	3	indicate	indicate	VERB
geoplanning-15781	60	4	that	that	SCONJ
geoplanning-15781	60	5	the	the	DET
geoplanning-15781	60	6	future	future	ADJ
geoplanning-15781	60	7	expansion	expansion	NOUN
geoplanning-15781	60	8	of	of	ADP
geoplanning-15781	60	9	greater	great	ADJ
geoplanning-15781	60	10	bangalore	bangalore	NOUN
geoplanning-15781	60	11	will	will	AUX
geoplanning-15781	60	12	take	take	VERB
geoplanning-15781	60	13	place	place	NOUN
geoplanning-15781	60	14	in	in	ADP
geoplanning-15781	60	15	the	the	DET
geoplanning-15781	60	16	periurban	periurban	ADJ
geoplanning-15781	60	17	landscapes	landscape	NOUN
geoplanning-15781	60	18	.	.	PUNCT
geoplanning-15781	61	1	the	the	DET
geoplanning-15781	61	2	current	current	ADJ
geoplanning-15781	61	3	clumped	clump	VERB
geoplanning-15781	61	4	urbanization	urbanization	NOUN
geoplanning-15781	61	5	at	at	ADP
geoplanning-15781	61	6	the	the	DET
geoplanning-15781	61	7	city	city	NOUN
geoplanning-15781	61	8	core	core	NOUN
geoplanning-15781	61	9	will	will	AUX
geoplanning-15781	61	10	have	have	VERB
geoplanning-15781	61	11	little	little	ADJ
geoplanning-15781	61	12	scope	scope	NOUN
geoplanning-15781	61	13	for	for	ADP
geoplanning-15781	61	14	further	further	ADJ
geoplanning-15781	61	15	urban	urban	ADJ
geoplanning-15781	61	16	densification	densification	NOUN
geoplanning-15781	61	17	.	.	PUNCT
geoplanning-15781	62	1	this	this	DET
geoplanning-15781	62	2	study	study	NOUN
geoplanning-15781	62	3	was	be	AUX
geoplanning-15781	62	4	limited	limit	VERB
geoplanning-15781	62	5	to	to	ADP
geoplanning-15781	62	6	less	less	ADJ
geoplanning-15781	62	7	amount	amount	NOUN
geoplanning-15781	62	8	of	of	ADP
geoplanning-15781	62	9	datasets	dataset	NOUN
geoplanning-15781	62	10	as	as	SCONJ
geoplanning-15781	62	11	they	they	PRON
geoplanning-15781	62	12	use	use	VERB
geoplanning-15781	62	13	only	only	ADV
geoplanning-15781	62	14	three	three	NUM
geoplanning-15781	62	15	years	year	NOUN
geoplanning-15781	62	16	of	of	ADP
geoplanning-15781	62	17	datasets	dataset	NOUN
geoplanning-15781	62	18	and	and	CCONJ
geoplanning-15781	62	19	predict	predict	VERB
geoplanning-15781	62	20	the	the	DET
geoplanning-15781	62	21	future	future	NOUN
geoplanning-15781	62	22	of	of	ADP
geoplanning-15781	62	23	the	the	DET
geoplanning-15781	62	24	bangalore	bangalore	NOUN
geoplanning-15781	62	25	city	city	NOUN
geoplanning-15781	62	26	for	for	ADP
geoplanning-15781	62	27	year	year	NOUN
geoplanning-15781	62	28	2020	2020	NUM
geoplanning-15781	62	29	.	.	PUNCT
geoplanning-15781	63	1	in	in	ADP
geoplanning-15781	63	2	this	this	DET
geoplanning-15781	63	3	present	present	ADJ
geoplanning-15781	63	4	research	research	NOUN
geoplanning-15781	63	5	,	,	PUNCT
geoplanning-15781	63	6	we	we	PRON
geoplanning-15781	63	7	have	have	AUX
geoplanning-15781	63	8	used	use	VERB
geoplanning-15781	63	9	a	a	DET
geoplanning-15781	63	10	large	large	ADJ
geoplanning-15781	63	11	amount	amount	NOUN
geoplanning-15781	63	12	of	of	ADP
geoplanning-15781	63	13	freely	freely	ADV
geoplanning-15781	63	14	available	available	ADJ
geoplanning-15781	63	15	satellite	satellite	NOUN
geoplanning-15781	63	16	datasets	dataset	NOUN
geoplanning-15781	63	17	(	(	PUNCT
geoplanning-15781	63	18	table	table	NOUN
geoplanning-15781	63	19	1	1	NUM
geoplanning-15781	63	20	)	)	PUNCT
geoplanning-15781	63	21	and	and	CCONJ
geoplanning-15781	63	22	predict	predict	VERB
geoplanning-15781	63	23	the	the	DET
geoplanning-15781	63	24	future	future	ADJ
geoplanning-15781	63	25	urban	urban	ADJ
geoplanning-15781	63	26	growth	growth	NOUN
geoplanning-15781	63	27	of	of	ADP
geoplanning-15781	63	28	the	the	DET
geoplanning-15781	63	29	dehradun	dehradun	PROPN
geoplanning-15781	63	30	city	city	NOUN
geoplanning-15781	63	31	with	with	ADP
geoplanning-15781	63	32	a	a	DET
geoplanning-15781	63	33	higher	high	ADJ
geoplanning-15781	63	34	level	level	NOUN
geoplanning-15781	63	35	of	of	ADP
geoplanning-15781	63	36	accuracy	accuracy	NOUN
geoplanning-15781	63	37	which	which	PRON
geoplanning-15781	63	38	makes	make	VERB
geoplanning-15781	63	39	this	this	DET
geoplanning-15781	63	40	research	research	NOUN
geoplanning-15781	63	41	different	different	ADJ
geoplanning-15781	63	42	from	from	ADP
geoplanning-15781	63	43	other	other	ADJ
geoplanning-15781	63	44	existing	exist	VERB
geoplanning-15781	63	45	studies	study	NOUN
geoplanning-15781	63	46	.	.	PUNCT
geoplanning-15781	64	1	in	in	ADP
geoplanning-15781	64	2	this	this	DET
geoplanning-15781	64	3	era	era	NOUN
geoplanning-15781	64	4	of	of	ADP
geoplanning-15781	64	5	rapid	rapid	ADJ
geoplanning-15781	64	6	urbanization	urbanization	NOUN
geoplanning-15781	64	7	where	where	SCONJ
geoplanning-15781	64	8	we	we	PRON
geoplanning-15781	64	9	need	need	VERB
geoplanning-15781	64	10	a	a	DET
geoplanning-15781	64	11	strong	strong	ADJ
geoplanning-15781	64	12	quantification	quantification	NOUN
geoplanning-15781	64	13	technique	technique	NOUN
geoplanning-15781	64	14	to	to	PART
geoplanning-15781	64	15	understand	understand	VERB
geoplanning-15781	64	16	the	the	DET
geoplanning-15781	64	17	nature	nature	NOUN
geoplanning-15781	64	18	of	of	ADP
geoplanning-15781	64	19	the	the	DET
geoplanning-15781	64	20	urbanization	urbanization	NOUN
geoplanning-15781	64	21	trend	trend	NOUN
geoplanning-15781	64	22	,	,	PUNCT
geoplanning-15781	64	23	remote	remote	ADJ
geoplanning-15781	64	24	sensing	sensing	NOUN
geoplanning-15781	64	25	and	and	CCONJ
geoplanning-15781	64	26	gis	gis	NOUN
geoplanning-15781	64	27	can	can	AUX
geoplanning-15781	64	28	be	be	AUX
geoplanning-15781	64	29	an	an	DET
geoplanning-15781	64	30	effective	effective	ADJ
geoplanning-15781	64	31	tool	tool	NOUN
geoplanning-15781	64	32	for	for	ADP
geoplanning-15781	64	33	policy	policy	NOUN
geoplanning-15781	64	34	makers	maker	NOUN
geoplanning-15781	64	35	to	to	PART
geoplanning-15781	64	36	design	design	VERB
geoplanning-15781	64	37	sustainable	sustainable	ADJ
geoplanning-15781	64	38	urban	urban	ADJ
geoplanning-15781	64	39	habitats	habitat	NOUN
geoplanning-15781	64	40	(	(	PUNCT
geoplanning-15781	64	41	deep	deep	ADJ
geoplanning-15781	64	42	&	&	CCONJ
geoplanning-15781	64	43	saklani	saklani	PROPN
geoplanning-15781	64	44	,	,	PUNCT
geoplanning-15781	64	45	2014	2014	NUM
geoplanning-15781	64	46	)	)	PUNCT
geoplanning-15781	64	47	.	.	PUNCT
geoplanning-15781	65	1	the	the	DET
geoplanning-15781	65	2	wellestablished	wellestablished	ADJ
geoplanning-15781	65	3	ca	ca	NOUN
geoplanning-15781	65	4	-	-	PUNCT
geoplanning-15781	65	5	markov	markov	NOUN
geoplanning-15781	65	6	model	model	NOUN
geoplanning-15781	65	7	incorporated	incorporate	VERB
geoplanning-15781	65	8	with	with	ADP
geoplanning-15781	65	9	rs	rs	ADJ
geoplanning-15781	65	10	-	-	PUNCT
geoplanning-15781	65	11	gis	gis	NOUN
geoplanning-15781	65	12	platform	platform	NOUN
geoplanning-15781	65	13	can	can	AUX
geoplanning-15781	65	14	act	act	VERB
geoplanning-15781	65	15	as	as	ADP
geoplanning-15781	65	16	one	one	NUM
geoplanning-15781	65	17	of	of	ADP
geoplanning-15781	65	18	the	the	DET
geoplanning-15781	65	19	planning	planning	NOUN
geoplanning-15781	65	20	support	support	NOUN
geoplanning-15781	65	21	tools	tool	NOUN
geoplanning-15781	65	22	for	for	ADP
geoplanning-15781	65	23	analysis	analysis	NOUN
geoplanning-15781	65	24	of	of	ADP
geoplanning-15781	65	25	temporal	temporal	ADJ
geoplanning-15781	65	26	changes	change	NOUN
geoplanning-15781	65	27	and	and	CCONJ
geoplanning-15781	65	28	spatial	spatial	ADJ
geoplanning-15781	65	29	distribution	distribution	NOUN
geoplanning-15781	65	30	with	with	ADP
geoplanning-15781	65	31	a	a	DET
geoplanning-15781	65	32	higher	high	ADJ
geoplanning-15781	65	33	level	level	NOUN
geoplanning-15781	65	34	of	of	ADP
geoplanning-15781	65	35	competence	competence	NOUN
geoplanning-15781	65	36	and	and	CCONJ
geoplanning-15781	65	37	accuracy	accuracy	NOUN
geoplanning-15781	65	38	.	.	PUNCT
geoplanning-15781	66	1	applied	apply	VERB
geoplanning-15781	66	2	ca	ca	NOUN
geoplanning-15781	66	3	–	–	PUNCT
geoplanning-15781	66	4	markov	markov	NOUN
geoplanning-15781	66	5	technique	technique	NOUN
geoplanning-15781	66	6	can	can	AUX
geoplanning-15781	66	7	also	also	ADV
geoplanning-15781	66	8	use	use	VERB
geoplanning-15781	66	9	for	for	ADP
geoplanning-15781	66	10	future	future	ADJ
geoplanning-15781	66	11	prediction	prediction	NOUN
geoplanning-15781	66	12	and	and	CCONJ
geoplanning-15781	66	13	trend	trend	NOUN
geoplanning-15781	66	14	analysis	analysis	NOUN
geoplanning-15781	66	15	for	for	ADP
geoplanning-15781	66	16	a	a	DET
geoplanning-15781	66	17	specific	specific	ADJ
geoplanning-15781	66	18	region	region	NOUN
geoplanning-15781	66	19	(	(	PUNCT
geoplanning-15781	66	20	park	park	NOUN
geoplanning-15781	66	21	et	et	PROPN
geoplanning-15781	66	22	al	al	PROPN
geoplanning-15781	66	23	.	.	PROPN
geoplanning-15781	66	24	,	,	PUNCT
geoplanning-15781	66	25	2010	2010	NUM
geoplanning-15781	66	26	)	)	PUNCT
geoplanning-15781	66	27	.	.	PUNCT
geoplanning-15781	67	1	the	the	DET
geoplanning-15781	67	2	core	core	ADJ
geoplanning-15781	67	3	idea	idea	NOUN
geoplanning-15781	67	4	behind	behind	ADP
geoplanning-15781	67	5	this	this	DET
geoplanning-15781	67	6	model	model	NOUN
geoplanning-15781	67	7	is	be	AUX
geoplanning-15781	67	8	that	that	SCONJ
geoplanning-15781	67	9	model	model	NOUN
geoplanning-15781	67	10	transits	transit	VERB
geoplanning-15781	67	11	the	the	DET
geoplanning-15781	67	12	one	one	NUM
geoplanning-15781	67	13	-	-	PUNCT
geoplanning-15781	67	14	pixel	pixel	NOUN
geoplanning-15781	67	15	transition	transition	NOUN
geoplanning-15781	67	16	probability	probability	NOUN
geoplanning-15781	67	17	with	with	ADP
geoplanning-15781	67	18	respect	respect	NOUN
geoplanning-15781	67	19	to	to	ADP
geoplanning-15781	67	20	neighboring	neighboring	NOUN
geoplanning-15781	67	21	pixels	pixel	NOUN
geoplanning-15781	67	22	(	(	PUNCT
geoplanning-15781	67	23	pontius	pontius	PROPN
geoplanning-15781	67	24	&	&	CCONJ
geoplanning-15781	67	25	malanson	malanson	PROPN
geoplanning-15781	67	26	,	,	PUNCT
geoplanning-15781	67	27	2005	2005	NUM
geoplanning-15781	67	28	)	)	PUNCT
geoplanning-15781	67	29	.	.	PUNCT
geoplanning-15781	68	1	markov	markov	PROPN
geoplanning-15781	68	2	chain	chain	NOUN
geoplanning-15781	68	3	modeling	modeling	NOUN
geoplanning-15781	68	4	proved	prove	VERB
geoplanning-15781	68	5	to	to	PART
geoplanning-15781	68	6	be	be	AUX
geoplanning-15781	68	7	an	an	DET
geoplanning-15781	68	8	effective	effective	ADJ
geoplanning-15781	68	9	approach	approach	NOUN
geoplanning-15781	68	10	for	for	ADP
geoplanning-15781	68	11	calculating	calculate	VERB
geoplanning-15781	68	12	change	change	NOUN
geoplanning-15781	68	13	probabilities	probability	NOUN
geoplanning-15781	68	14	,	,	PUNCT
geoplanning-15781	68	15	but	but	CCONJ
geoplanning-15781	68	16	the	the	DET
geoplanning-15781	68	17	adopted	adopt	VERB
geoplanning-15781	68	18	procedure	procedure	NOUN
geoplanning-15781	68	19	followed	follow	VERB
geoplanning-15781	68	20	in	in	ADP
geoplanning-15781	68	21	this	this	DET
geoplanning-15781	68	22	model	model	NOUN
geoplanning-15781	68	23	that	that	SCONJ
geoplanning-15781	68	24	the	the	DET
geoplanning-15781	68	25	transition	transition	NOUN
geoplanning-15781	68	26	probabilities	probability	NOUN
geoplanning-15781	68	27	might	might	AUX
geoplanning-15781	68	28	not	not	PART
geoplanning-15781	68	29	change	change	VERB
geoplanning-15781	68	30	over	over	ADP
geoplanning-15781	68	31	time	time	NOUN
geoplanning-15781	68	32	.	.	PUNCT
geoplanning-15781	69	1	in	in	ADP
geoplanning-15781	69	2	other	other	ADJ
geoplanning-15781	69	3	words	word	NOUN
geoplanning-15781	69	4	,	,	PUNCT
geoplanning-15781	69	5	markov	markov	NOUN
geoplanning-15781	69	6	chain	chain	NOUN
geoplanning-15781	69	7	analysis	analysis	NOUN
geoplanning-15781	69	8	predicts	predict	VERB
geoplanning-15781	69	9	the	the	DET
geoplanning-15781	69	10	future	future	ADJ
geoplanning-15781	69	11	land	land	NOUN
geoplanning-15781	69	12	use	use	NOUN
geoplanning-15781	69	13	pattern	pattern	NOUN
geoplanning-15781	69	14	only	only	ADV
geoplanning-15781	69	15	on	on	ADP
geoplanning-15781	69	16	the	the	DET
geoplanning-15781	69	17	basis	basis	NOUN
geoplanning-15781	69	18	of	of	ADP
geoplanning-15781	69	19	the	the	DET
geoplanning-15781	69	20	known	know	VERB
geoplanning-15781	69	21	land	land	NOUN
geoplanning-15781	69	22	use	use	NOUN
geoplanning-15781	69	23	patterns	pattern	NOUN
geoplanning-15781	69	24	of	of	ADP
geoplanning-15781	69	25	the	the	DET
geoplanning-15781	69	26	past	past	NOUN
geoplanning-15781	69	27	.	.	PUNCT
geoplanning-15781	70	1	this	this	PRON
geoplanning-15781	70	2	is	be	AUX
geoplanning-15781	70	3	a	a	DET
geoplanning-15781	70	4	limitation	limitation	NOUN
geoplanning-15781	70	5	of	of	ADP
geoplanning-15781	70	6	the	the	DET
geoplanning-15781	70	7	method	method	NOUN
geoplanning-15781	70	8	in	in	ADP
geoplanning-15781	70	9	terms	term	NOUN
geoplanning-15781	70	10	of	of	ADP
geoplanning-15781	70	11	simulating	simulate	VERB
geoplanning-15781	70	12	urban	urban	ADJ
geoplanning-15781	70	13	growth	growth	NOUN
geoplanning-15781	70	14	since	since	SCONJ
geoplanning-15781	70	15	new	new	ADJ
geoplanning-15781	70	16	influences	influence	NOUN
geoplanning-15781	70	17	on	on	ADP
geoplanning-15781	70	18	the	the	DET
geoplanning-15781	70	19	urban	urban	ADJ
geoplanning-15781	70	20	structure	structure	NOUN
geoplanning-15781	70	21	can	can	AUX
geoplanning-15781	70	22	not	not	PART
geoplanning-15781	70	23	be	be	AUX
geoplanning-15781	70	24	evaluated	evaluate	VERB
geoplanning-15781	70	25	(	(	PUNCT
geoplanning-15781	70	26	sun	sun	NOUN
geoplanning-15781	70	27	et	et	PROPN
geoplanning-15781	70	28	al	al	PROPN
geoplanning-15781	70	29	.	.	PROPN
geoplanning-15781	70	30	,	,	PUNCT
geoplanning-15781	70	31	2007	2007	NUM
geoplanning-15781	70	32	)	)	PUNCT
geoplanning-15781	70	33	.	.	PUNCT
geoplanning-15781	71	1	the	the	DET
geoplanning-15781	71	2	objective	objective	NOUN
geoplanning-15781	71	3	of	of	ADP
geoplanning-15781	71	4	this	this	DET
geoplanning-15781	71	5	study	study	NOUN
geoplanning-15781	71	6	is	be	AUX
geoplanning-15781	71	7	to	to	PART
geoplanning-15781	71	8	prepare	prepare	VERB
geoplanning-15781	71	9	an	an	DET
geoplanning-15781	71	10	urban	urban	ADJ
geoplanning-15781	71	11	sprawl	sprawl	NOUN
geoplanning-15781	71	12	model	model	NOUN
geoplanning-15781	71	13	for	for	ADP
geoplanning-15781	71	14	the	the	DET
geoplanning-15781	71	15	growth	growth	NOUN
geoplanning-15781	71	16	of	of	ADP
geoplanning-15781	71	17	dehradun	dehradun	PROPN
geoplanning-15781	71	18	city	city	NOUN
geoplanning-15781	71	19	using	use	VERB
geoplanning-15781	71	20	available	available	ADJ
geoplanning-15781	71	21	satellite	satellite	NOUN
geoplanning-15781	71	22	data	datum	NOUN
geoplanning-15781	71	23	set	set	VERB
geoplanning-15781	71	24	and	and	CCONJ
geoplanning-15781	71	25	validate	validate	VERB
geoplanning-15781	71	26	the	the	DET
geoplanning-15781	71	27	model	model	NOUN
geoplanning-15781	71	28	by	by	ADP
geoplanning-15781	71	29	comparing	compare	VERB
geoplanning-15781	71	30	predicted	predict	VERB
geoplanning-15781	71	31	result	result	NOUN
geoplanning-15781	71	32	and	and	CCONJ
geoplanning-15781	71	33	obtained	obtain	VERB
geoplanning-15781	71	34	result	result	NOUN
geoplanning-15781	71	35	.	.	PUNCT
geoplanning-15781	72	1	finally	finally	ADV
geoplanning-15781	72	2	,	,	PUNCT
geoplanning-15781	72	3	predict	predict	VERB
geoplanning-15781	72	4	the	the	DET
geoplanning-15781	72	5	year	year	NOUN
geoplanning-15781	72	6	wise	wise	ADJ
geoplanning-15781	72	7	growth	growth	NOUN
geoplanning-15781	72	8	of	of	ADP
geoplanning-15781	72	9	urban	urban	ADJ
geoplanning-15781	72	10	sprawl	sprawl	NOUN
geoplanning-15781	72	11	of	of	ADP
geoplanning-15781	72	12	dehradun	dehradun	PROPN
geoplanning-15781	72	13	city	city	NOUN
geoplanning-15781	72	14	at	at	ADP
geoplanning-15781	72	15	near	near	ADJ
geoplanning-15781	72	16	future	future	NOUN
geoplanning-15781	72	17	.	.	PUNCT
geoplanning-15781	73	1	the	the	DET
geoplanning-15781	73	2	remainder	remainder	ADJ
geoplanning-15781	73	3	part	part	NOUN
geoplanning-15781	73	4	of	of	ADP
geoplanning-15781	73	5	this	this	DET
geoplanning-15781	73	6	paper	paper	NOUN
geoplanning-15781	73	7	as	as	SCONJ
geoplanning-15781	73	8	follows	follow	VERB
geoplanning-15781	73	9	:	:	PUNCT
geoplanning-15781	73	10	the	the	DET
geoplanning-15781	73	11	second	second	ADJ
geoplanning-15781	73	12	section	section	NOUN
geoplanning-15781	73	13	of	of	ADP
geoplanning-15781	73	14	this	this	DET
geoplanning-15781	73	15	study	study	NOUN
geoplanning-15781	73	16	presents	present	VERB
geoplanning-15781	73	17	related	relate	VERB
geoplanning-15781	73	18	literature	literature	NOUN
geoplanning-15781	73	19	to	to	ADP
geoplanning-15781	73	20	urban	urban	ADJ
geoplanning-15781	73	21	sprawl	sprawl	NOUN
geoplanning-15781	73	22	assessment	assessment	NOUN
geoplanning-15781	73	23	and	and	CCONJ
geoplanning-15781	73	24	modeling	modeling	NOUN
geoplanning-15781	73	25	.	.	PUNCT
geoplanning-15781	74	1	the	the	DET
geoplanning-15781	74	2	section	section	NOUN
geoplanning-15781	74	3	3	3	NUM
geoplanning-15781	74	4	deals	deal	NOUN
geoplanning-15781	74	5	with	with	ADP
geoplanning-15781	74	6	datasets	dataset	NOUN
geoplanning-15781	74	7	and	and	CCONJ
geoplanning-15781	74	8	methodology	methodology	NOUN
geoplanning-15781	74	9	adopted	adopt	VERB
geoplanning-15781	74	10	followed	follow	VERB
geoplanning-15781	74	11	by	by	ADP
geoplanning-15781	74	12	the	the	DET
geoplanning-15781	74	13	description	description	NOUN
geoplanning-15781	74	14	of	of	ADP
geoplanning-15781	74	15	the	the	DET
geoplanning-15781	74	16	study	study	NOUN
geoplanning-15781	74	17	area	area	NOUN
geoplanning-15781	74	18	in	in	ADP
geoplanning-15781	74	19	section	section	NOUN
geoplanning-15781	74	20	4	4	NUM
geoplanning-15781	74	21	.	.	PUNCT
geoplanning-15781	75	1	the	the	DET
geoplanning-15781	75	2	final	final	ADJ
geoplanning-15781	75	3	section	section	NOUN
geoplanning-15781	75	4	5	5	NUM
geoplanning-15781	75	5	discusses	discuss	VERB
geoplanning-15781	75	6	the	the	DET
geoplanning-15781	75	7	findings	finding	NOUN
geoplanning-15781	75	8	and	and	CCONJ
geoplanning-15781	75	9	conclusion	conclusion	NOUN
geoplanning-15781	75	10	with	with	ADP
geoplanning-15781	75	11	recommendations	recommendation	NOUN
geoplanning-15781	75	12	followed	follow	VERB
geoplanning-15781	75	13	by	by	ADP
geoplanning-15781	75	14	the	the	DET
geoplanning-15781	75	15	future	future	ADJ
geoplanning-15781	75	16	scope	scope	NOUN
geoplanning-15781	75	17	of	of	ADP
geoplanning-15781	75	18	this	this	DET
geoplanning-15781	75	19	study	study	NOUN
geoplanning-15781	75	20	.	.	PUNCT
geoplanning-15781	76	1	2	2	X
geoplanning-15781	76	2	.	.	X
geoplanning-15781	76	3	data	datum	NOUN
geoplanning-15781	76	4	and	and	CCONJ
geoplanning-15781	76	5	methods	method	NOUN
geoplanning-15781	76	6	2.1	2.1	NUM
geoplanning-15781	76	7	.	.	PUNCT
geoplanning-15781	77	1	study	study	NOUN
geoplanning-15781	77	2	area	area	NOUN
geoplanning-15781	77	3	the	the	DET
geoplanning-15781	77	4	twin	twin	ADJ
geoplanning-15781	77	5	cities	city	NOUN
geoplanning-15781	77	6	of	of	ADP
geoplanning-15781	77	7	dehradun	dehradun	PROPN
geoplanning-15781	77	8	and	and	CCONJ
geoplanning-15781	77	9	mussoorie	mussoorie	PROPN
geoplanning-15781	77	10	are	be	AUX
geoplanning-15781	77	11	located	locate	VERB
geoplanning-15781	77	12	in	in	ADP
geoplanning-15781	77	13	dehradun	dehradun	PROPN
geoplanning-15781	77	14	district	district	PROPN
geoplanning-15781	77	15	of	of	ADP
geoplanning-15781	77	16	uttarakhand	uttarakhand	PROPN
geoplanning-15781	77	17	state	state	PROPN
geoplanning-15781	77	18	,	,	PUNCT
geoplanning-15781	77	19	india	india	PROPN
geoplanning-15781	77	20	(	(	PUNCT
geoplanning-15781	77	21	figure	figure	NOUN
geoplanning-15781	77	22	2	2	NUM
geoplanning-15781	77	23	)	)	PUNCT
geoplanning-15781	77	24	.	.	PUNCT
geoplanning-15781	78	1	dehradun	dehradun	PROPN
geoplanning-15781	78	2	is	be	AUX
geoplanning-15781	78	3	the	the	DET
geoplanning-15781	78	4	capital	capital	NOUN
geoplanning-15781	78	5	and	and	CCONJ
geoplanning-15781	78	6	it	it	PRON
geoplanning-15781	78	7	is	be	AUX
geoplanning-15781	78	8	situated	situate	VERB
geoplanning-15781	78	9	at	at	ADP
geoplanning-15781	78	10	the	the	DET
geoplanning-15781	78	11	north	north	NOUN
geoplanning-15781	78	12	-	-	PUNCT
geoplanning-15781	78	13	west	west	NOUN
geoplanning-15781	78	14	corner	corner	NOUN
geoplanning-15781	78	15	of	of	ADP
geoplanning-15781	78	16	the	the	DET
geoplanning-15781	78	17	state	state	NOUN
geoplanning-15781	78	18	.	.	PUNCT
geoplanning-15781	79	1	the	the	DET
geoplanning-15781	79	2	district	district	NOUN
geoplanning-15781	79	3	is	be	AUX
geoplanning-15781	79	4	bounded	bound	VERB
geoplanning-15781	79	5	by	by	ADP
geoplanning-15781	79	6	uttarkashi	uttarkashi	PROPN
geoplanning-15781	79	7	district	district	NOUN
geoplanning-15781	79	8	on	on	ADP
geoplanning-15781	79	9	the	the	DET
geoplanning-15781	79	10	north	north	NOUN
geoplanning-15781	79	11	,	,	PUNCT
geoplanning-15781	79	12	tehri	tehri	NOUN
geoplanning-15781	79	13	garhwal	garhwal	NOUN
geoplanning-15781	79	14	and	and	CCONJ
geoplanning-15781	79	15	pauri	pauri	NOUN
geoplanning-15781	79	16	garhwal	garhwal	NOUN
geoplanning-15781	79	17	districts	district	NOUN
geoplanning-15781	79	18	on	on	ADP
geoplanning-15781	79	19	the	the	DET
geoplanning-15781	79	20	east	east	NOUN
geoplanning-15781	79	21	and	and	CCONJ
geoplanning-15781	79	22	saharnpur	saharnpur	VERB
geoplanning-15781	79	23	district	district	PROPN
geoplanning-15781	79	24	(	(	PUNCT
geoplanning-15781	79	25	uttar	uttar	PROPN
geoplanning-15781	79	26	pradesh	pradesh	PROPN
geoplanning-15781	79	27	)	)	PUNCT
geoplanning-15781	79	28	on	on	ADP
geoplanning-15781	79	29	the	the	DET
geoplanning-15781	79	30	south	south	NOUN
geoplanning-15781	79	31	.	.	PUNCT
geoplanning-15781	80	1	its	its	PRON
geoplanning-15781	80	2	western	western	ADJ
geoplanning-15781	80	3	boundary	boundary	ADJ
geoplanning-15781	80	4	adjoins	adjoin	NOUN
geoplanning-15781	80	5	sirmour	sirmour	PRON
geoplanning-15781	80	6	district	district	NOUN
geoplanning-15781	80	7	of	of	ADP
geoplanning-15781	80	8	himachal	himachal	PROPN
geoplanning-15781	80	9	pradesh	pradesh	PROPN
geoplanning-15781	80	10	separated	separate	VERB
geoplanning-15781	80	11	by	by	ADP
geoplanning-15781	80	12	rivers	river	NOUN
geoplanning-15781	80	13	tons	ton	NOUN
geoplanning-15781	80	14	and	and	CCONJ
geoplanning-15781	80	15	the	the	DET
geoplanning-15781	80	16	yamuna	yamuna	PROPN
geoplanning-15781	80	17	.	.	PUNCT
geoplanning-15781	81	1	the	the	DET
geoplanning-15781	81	2	geographical	geographical	ADJ
geoplanning-15781	81	3	coordinates	coordinate	NOUN
geoplanning-15781	81	4	of	of	ADP
geoplanning-15781	81	5	the	the	DET
geoplanning-15781	81	6	study	study	NOUN
geoplanning-15781	81	7	area	area	NOUN
geoplanning-15781	81	8	are	be	AUX
geoplanning-15781	81	9	extended	extend	VERB
geoplanning-15781	81	10	from	from	ADP
geoplanning-15781	81	11	30	30	NUM
geoplanning-15781	81	12	°	°	NUM
geoplanning-15781	81	13	13’44.60	13’44.60	NUM
geoplanning-15781	81	14	”	"	PUNCT
geoplanning-15781	81	15	n	n	NOUN
geoplanning-15781	81	16	to	to	ADP
geoplanning-15781	81	17	30	30	NUM
geoplanning-15781	81	18	°	°	NOUN
geoplanning-15781	81	19	25’23’61	25’23’61	NOUN
geoplanning-15781	81	20	”	"	PUNCT
geoplanning-15781	81	21	n	n	PRON
geoplanning-15781	81	22	latitudes	latitude	NOUN
geoplanning-15781	81	23	and	and	CCONJ
geoplanning-15781	81	24	77	77	NUM
geoplanning-15781	81	25	°	°	NOUN
geoplanning-15781	81	26	53’29.63”e	53’29.63”e	NUM
geoplanning-15781	81	27	to	to	ADP
geoplanning-15781	81	28	78	78	NUM
geoplanning-15781	81	29	°	°	NOUN
geoplanning-15781	81	30	09’06.81”e	09’06.81”e	PROPN
geoplanning-15781	81	31	longitudes	longitude	NOUN
geoplanning-15781	81	32	having	have	VERB
geoplanning-15781	81	33	an	an	DET
geoplanning-15781	81	34	area	area	NOUN
geoplanning-15781	81	35	of	of	ADP
geoplanning-15781	81	36	about	about	ADV
geoplanning-15781	81	37	349.3495	349.3495	NUM
geoplanning-15781	81	38	sq	sq	NOUN
geoplanning-15781	81	39	/km	/km	PUNCT
geoplanning-15781	81	40	with	with	ADP
geoplanning-15781	81	41	an	an	DET
geoplanning-15781	81	42	average	average	ADJ
geoplanning-15781	81	43	altitude	altitude	NOUN
geoplanning-15781	81	44	of	of	ADP
geoplanning-15781	81	45	640	640	NUM
geoplanning-15781	81	46	m	m	NOUN
geoplanning-15781	81	47	above	above	ADP
geoplanning-15781	81	48	msl	msl	PROPN
geoplanning-15781	81	49	.	.	PUNCT
geoplanning-15781	81	50	dehradun	dehradun	PROPN
geoplanning-15781	81	51	manifests	manifest	VERB
geoplanning-15781	81	52	its	its	PRON
geoplanning-15781	81	53	position	position	NOUN
geoplanning-15781	81	54	as	as	ADP
geoplanning-15781	81	55	an	an	DET
geoplanning-15781	81	56	important	important	ADJ
geoplanning-15781	81	57	city	city	NOUN
geoplanning-15781	81	58	in	in	ADP
geoplanning-15781	81	59	the	the	DET
geoplanning-15781	81	60	most	most	ADV
geoplanning-15781	81	61	fertile	fertile	ADJ
geoplanning-15781	81	62	region	region	NOUN
geoplanning-15781	81	63	of	of	ADP
geoplanning-15781	81	64	doon	doon	PROPN
geoplanning-15781	81	65	valley	valley	PROPN
geoplanning-15781	81	66	between	between	ADP
geoplanning-15781	81	67	rivers	river	NOUN
geoplanning-15781	81	68	ganga	ganga	PROPN
geoplanning-15781	81	69	and	and	CCONJ
geoplanning-15781	81	70	yamuna	yamuna	PROPN
geoplanning-15781	81	71	.	.	PUNCT
geoplanning-15781	82	1	it	it	PRON
geoplanning-15781	82	2	is	be	AUX
geoplanning-15781	82	3	,	,	PUNCT
geoplanning-15781	82	4	in	in	ADP
geoplanning-15781	82	5	fact	fact	NOUN
geoplanning-15781	82	6	,	,	PUNCT
geoplanning-15781	82	7	the	the	DET
geoplanning-15781	82	8	most	most	ADV
geoplanning-15781	82	9	developed	developed	ADJ
geoplanning-15781	82	10	city	city	NOUN
geoplanning-15781	82	11	in	in	ADP
geoplanning-15781	82	12	the	the	DET
geoplanning-15781	82	13	shivalik	shivalik	PROPN
geoplanning-15781	82	14	foothills	foothill	NOUN
geoplanning-15781	82	15	of	of	ADP
geoplanning-15781	82	16	the	the	DET
geoplanning-15781	82	17	great	great	ADJ
geoplanning-15781	82	18	himalayas	himalayas	NOUN
geoplanning-15781	82	19	and	and	CCONJ
geoplanning-15781	82	20	gateway	gateway	NOUN
geoplanning-15781	82	21	to	to	ADP
geoplanning-15781	82	22	the	the	DET
geoplanning-15781	82	23	hilly	hilly	ADJ
geoplanning-15781	82	24	areas	area	NOUN
geoplanning-15781	82	25	of	of	ADP
geoplanning-15781	82	26	uttarakhand	uttarakhand	PROPN
geoplanning-15781	82	27	.	.	PUNCT
geoplanning-15781	83	1	the	the	DET
geoplanning-15781	83	2	study	study	NOUN
geoplanning-15781	83	3	area	area	NOUN
geoplanning-15781	83	4	is	be	AUX
geoplanning-15781	83	5	cosmopolitan	cosmopolitan	ADJ
geoplanning-15781	83	6	in	in	ADP
geoplanning-15781	83	7	nature	nature	NOUN
geoplanning-15781	83	8	,	,	PUNCT
geoplanning-15781	83	9	characterized	characterize	VERB
geoplanning-15781	83	10	by	by	ADP
geoplanning-15781	83	11	forest	forest	NOUN
geoplanning-15781	83	12	,	,	PUNCT
geoplanning-15781	83	13	river	river	NOUN
geoplanning-15781	83	14	and	and	CCONJ
geoplanning-15781	83	15	agriculture	agriculture	NOUN
geoplanning-15781	83	16	along	along	ADP
geoplanning-15781	83	17	with	with	ADP
geoplanning-15781	83	18	city	city	NOUN
geoplanning-15781	83	19	agglomeration	agglomeration	NOUN
geoplanning-15781	83	20	.	.	PUNCT
geoplanning-15781	84	1	major	major	ADJ
geoplanning-15781	84	2	rivers	river	NOUN
geoplanning-15781	84	3	through	through	ADP
geoplanning-15781	84	4	the	the	DET
geoplanning-15781	84	5	study	study	NOUN
geoplanning-15781	84	6	area	area	NOUN
geoplanning-15781	84	7	are	be	AUX
geoplanning-15781	84	8	asan	asan	ADJ
geoplanning-15781	84	9	river	river	NOUN
geoplanning-15781	84	10	in	in	ADP
geoplanning-15781	84	11	the	the	DET
geoplanning-15781	84	12	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	84	13	/	/	SYM
geoplanning-15781	84	14	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	84	15	-	-	PUNCT
geoplanning-15781	84	16	16	16	NUM
geoplanning-15781	84	17	kalluvetty	kalluvetty	NOUN
geoplanning-15781	84	18	and	and	CCONJ
geoplanning-15781	84	19	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	84	20	/	/	SYM
geoplanning-15781	84	21	geoplanning	geoplanning	NOUN
geoplanning-15781	84	22	:	:	PUNCT
geoplanning-15781	84	23	journal	journal	NOUN
geoplanning-15781	84	24	of	of	ADP
geoplanning-15781	84	25	geomatics	geomatics	PROPN
geoplanning-15781	84	26	and	and	CCONJ
geoplanning-15781	84	27	planning	planning	NOUN
geoplanning-15781	84	28	,	,	PUNCT
geoplanning-15781	84	29	vol	vol	NOUN
geoplanning-15781	84	30	5	5	NUM
geoplanning-15781	84	31	,	,	PUNCT
geoplanning-15781	84	32	no	no	DET
geoplanning-15781	84	33	1	1	NUM
geoplanning-15781	84	34	,	,	PUNCT
geoplanning-15781	84	35	2018	2018	NUM
geoplanning-15781	84	36	,	,	PUNCT
geoplanning-15781	84	37	1	1	NUM
geoplanning-15781	84	38	-	-	SYM
geoplanning-15781	84	39	16	16	NUM
geoplanning-15781	84	40	doi	doi	NOUN
geoplanning-15781	84	41	:	:	PUNCT
geoplanning-15781	84	42	10.14710	10.14710	NUM
geoplanning-15781	84	43	/	/	SYM
geoplanning-15781	84	44	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	84	45	-	-	NOUN
geoplanning-15781	84	46	16	16	NUM
geoplanning-15781	84	47	4	4	NUM
geoplanning-15781	84	48	|	|	ADV
geoplanning-15781	84	49	west	west	NOUN
geoplanning-15781	84	50	,	,	PUNCT
geoplanning-15781	84	51	song	song	NOUN
geoplanning-15781	84	52	river	river	NOUN
geoplanning-15781	84	53	in	in	ADP
geoplanning-15781	84	54	the	the	DET
geoplanning-15781	84	55	east	east	NOUN
geoplanning-15781	84	56	,	,	PUNCT
geoplanning-15781	84	57	rispana	rispana	PROPN
geoplanning-15781	84	58	river	river	PROPN
geoplanning-15781	84	59	and	and	CCONJ
geoplanning-15781	84	60	bindal	bindal	ADJ
geoplanning-15781	84	61	rao	rao	NOUN
geoplanning-15781	84	62	through	through	ADP
geoplanning-15781	84	63	the	the	DET
geoplanning-15781	84	64	center	center	NOUN
geoplanning-15781	84	65	.	.	PUNCT
geoplanning-15781	85	1	the	the	DET
geoplanning-15781	85	2	forest	forest	NOUN
geoplanning-15781	85	3	is	be	AUX
geoplanning-15781	85	4	mainly	mainly	ADV
geoplanning-15781	85	5	located	locate	VERB
geoplanning-15781	85	6	on	on	ADP
geoplanning-15781	85	7	the	the	DET
geoplanning-15781	85	8	northern	northern	ADJ
geoplanning-15781	85	9	side	side	NOUN
geoplanning-15781	85	10	of	of	ADP
geoplanning-15781	85	11	the	the	DET
geoplanning-15781	85	12	study	study	NOUN
geoplanning-15781	85	13	area	area	NOUN
geoplanning-15781	85	14	.	.	PUNCT
geoplanning-15781	86	1	it	it	PRON
geoplanning-15781	86	2	is	be	AUX
geoplanning-15781	86	3	a	a	DET
geoplanning-15781	86	4	part	part	NOUN
geoplanning-15781	86	5	of	of	ADP
geoplanning-15781	86	6	the	the	DET
geoplanning-15781	86	7	shivalik	shivalik	ADJ
geoplanning-15781	86	8	range	range	NOUN
geoplanning-15781	86	9	of	of	ADP
geoplanning-15781	86	10	himalaya	himalaya	PROPN
geoplanning-15781	86	11	.	.	PUNCT
geoplanning-15781	87	1	the	the	DET
geoplanning-15781	87	2	district	district	NOUN
geoplanning-15781	87	3	has	have	VERB
geoplanning-15781	87	4	within	within	ADP
geoplanning-15781	87	5	its	its	PRON
geoplanning-15781	87	6	limits	limit	NOUN
geoplanning-15781	87	7	lofty	lofty	ADJ
geoplanning-15781	87	8	peaks	peak	NOUN
geoplanning-15781	87	9	of	of	ADP
geoplanning-15781	87	10	the	the	DET
geoplanning-15781	87	11	outer	outer	ADJ
geoplanning-15781	87	12	himalayas	himalayas	NOUN
geoplanning-15781	87	13	as	as	ADV
geoplanning-15781	87	14	well	well	ADV
geoplanning-15781	87	15	as	as	ADP
geoplanning-15781	87	16	the	the	DET
geoplanning-15781	87	17	dun	dun	PROPN
geoplanning-15781	87	18	valley	valley	PROPN
geoplanning-15781	87	19	with	with	ADP
geoplanning-15781	87	20	climatic	climatic	ADJ
geoplanning-15781	87	21	conditions	condition	NOUN
geoplanning-15781	87	22	nearly	nearly	ADV
geoplanning-15781	87	23	similar	similar	ADJ
geoplanning-15781	87	24	to	to	ADP
geoplanning-15781	87	25	those	those	PRON
geoplanning-15781	87	26	in	in	ADP
geoplanning-15781	87	27	the	the	DET
geoplanning-15781	87	28	plains	plain	NOUN
geoplanning-15781	87	29	.	.	PUNCT
geoplanning-15781	88	1	here	here	ADV
geoplanning-15781	88	2	,	,	PUNCT
geoplanning-15781	88	3	temperature	temperature	NOUN
geoplanning-15781	88	4	depends	depend	VERB
geoplanning-15781	88	5	on	on	ADP
geoplanning-15781	88	6	the	the	DET
geoplanning-15781	88	7	elevation	elevation	NOUN
geoplanning-15781	88	8	.	.	PUNCT
geoplanning-15781	89	1	the	the	DET
geoplanning-15781	89	2	climate	climate	NOUN
geoplanning-15781	89	3	of	of	ADP
geoplanning-15781	89	4	the	the	DET
geoplanning-15781	89	5	district	district	NOUN
geoplanning-15781	89	6	,	,	PUNCT
geoplanning-15781	89	7	in	in	ADP
geoplanning-15781	89	8	general	general	ADJ
geoplanning-15781	89	9	,	,	PUNCT
geoplanning-15781	89	10	is	be	AUX
geoplanning-15781	89	11	temperate	temperate	ADJ
geoplanning-15781	89	12	.	.	PUNCT
geoplanning-15781	90	1	in	in	ADP
geoplanning-15781	90	2	the	the	DET
geoplanning-15781	90	3	hilly	hilly	ADJ
geoplanning-15781	90	4	regions	region	NOUN
geoplanning-15781	90	5	,	,	PUNCT
geoplanning-15781	90	6	the	the	DET
geoplanning-15781	90	7	summer	summer	NOUN
geoplanning-15781	90	8	is	be	AUX
geoplanning-15781	90	9	pleasant	pleasant	ADJ
geoplanning-15781	90	10	but	but	CCONJ
geoplanning-15781	90	11	in	in	ADP
geoplanning-15781	90	12	the	the	DET
geoplanning-15781	90	13	doon	doon	PROPN
geoplanning-15781	90	14	valley	valley	PROPN
geoplanning-15781	90	15	,	,	PUNCT
geoplanning-15781	90	16	the	the	DET
geoplanning-15781	90	17	heat	heat	NOUN
geoplanning-15781	90	18	is	be	AUX
geoplanning-15781	90	19	often	often	ADV
geoplanning-15781	90	20	intense	intense	ADJ
geoplanning-15781	90	21	.	.	PUNCT
geoplanning-15781	91	1	the	the	DET
geoplanning-15781	91	2	temperature	temperature	NOUN
geoplanning-15781	91	3	drops	drop	VERB
geoplanning-15781	91	4	below	below	ADP
geoplanning-15781	91	5	freezing	freeze	VERB
geoplanning-15781	91	6	point	point	NOUN
geoplanning-15781	91	7	not	not	PART
geoplanning-15781	91	8	only	only	ADV
geoplanning-15781	91	9	at	at	ADP
geoplanning-15781	91	10	high	high	ADJ
geoplanning-15781	91	11	altitudes	altitude	NOUN
geoplanning-15781	91	12	but	but	CCONJ
geoplanning-15781	91	13	also	also	ADV
geoplanning-15781	91	14	even	even	ADV
geoplanning-15781	91	15	at	at	ADP
geoplanning-15781	91	16	places	place	NOUN
geoplanning-15781	91	17	like	like	ADP
geoplanning-15781	91	18	dehradun	dehradun	PROPN
geoplanning-15781	91	19	during	during	ADP
geoplanning-15781	91	20	the	the	DET
geoplanning-15781	91	21	winters	winter	NOUN
geoplanning-15781	91	22	,	,	PUNCT
geoplanning-15781	91	23	when	when	SCONJ
geoplanning-15781	91	24	the	the	DET
geoplanning-15781	91	25	higher	high	ADJ
geoplanning-15781	91	26	peaks	peak	NOUN
geoplanning-15781	91	27	are	be	AUX
geoplanning-15781	91	28	under	under	ADP
geoplanning-15781	91	29	snow	snow	NOUN
geoplanning-15781	91	30	.	.	PUNCT
geoplanning-15781	92	1	the	the	DET
geoplanning-15781	92	2	summer	summer	NOUN
geoplanning-15781	92	3	starts	start	VERB
geoplanning-15781	92	4	by	by	ADP
geoplanning-15781	92	5	march	march	NOUN
geoplanning-15781	92	6	and	and	CCONJ
geoplanning-15781	92	7	lasts	last	VERB
geoplanning-15781	92	8	up	up	ADP
geoplanning-15781	92	9	to	to	ADP
geoplanning-15781	92	10	mid	mid	PROPN
geoplanning-15781	92	11	of	of	ADP
geoplanning-15781	92	12	june	june	PROPN
geoplanning-15781	92	13	when	when	SCONJ
geoplanning-15781	92	14	the	the	DET
geoplanning-15781	92	15	monsoon	monsoon	NOUN
geoplanning-15781	92	16	sets	set	VERB
geoplanning-15781	92	17	in	in	ADP
geoplanning-15781	92	18	.	.	PUNCT
geoplanning-15781	93	1	generally	generally	ADV
geoplanning-15781	93	2	,	,	PUNCT
geoplanning-15781	93	3	the	the	DET
geoplanning-15781	93	4	month	month	NOUN
geoplanning-15781	93	5	of	of	ADP
geoplanning-15781	93	6	may	may	PROPN
geoplanning-15781	93	7	and	and	CCONJ
geoplanning-15781	93	8	early	early	ADJ
geoplanning-15781	93	9	part	part	NOUN
geoplanning-15781	93	10	of	of	ADP
geoplanning-15781	93	11	june	june	PROPN
geoplanning-15781	93	12	is	be	AUX
geoplanning-15781	93	13	hottest	hot	ADJ
geoplanning-15781	93	14	with	with	ADP
geoplanning-15781	93	15	mean	mean	ADJ
geoplanning-15781	93	16	temperatures	temperature	NOUN
geoplanning-15781	93	17	shooting	shoot	VERB
geoplanning-15781	93	18	up	up	ADV
geoplanning-15781	93	19	to	to	ADP
geoplanning-15781	93	20	36.20	36.20	NUM
geoplanning-15781	93	21	°	°	ADP
geoplanning-15781	93	22	c	c	PROPN
geoplanning-15781	93	23	at	at	ADP
geoplanning-15781	93	24	dehradun	dehradun	PROPN
geoplanning-15781	93	25	and	and	CCONJ
geoplanning-15781	93	26	24.80	24.80	NUM
geoplanning-15781	93	27	°	°	NOUN
geoplanning-15781	93	28	c	c	NOUN
geoplanning-15781	93	29	at	at	ADP
geoplanning-15781	93	30	mussoorie	mussoorie	PROPN
geoplanning-15781	93	31	.	.	PUNCT
geoplanning-15781	94	1	the	the	DET
geoplanning-15781	94	2	maximum	maximum	ADJ
geoplanning-15781	94	3	temperature	temperature	NOUN
geoplanning-15781	94	4	rises	rise	VERB
geoplanning-15781	94	5	to	to	ADP
geoplanning-15781	94	6	over	over	ADP
geoplanning-15781	94	7	42	42	NUM
geoplanning-15781	94	8	°	°	NOUN
geoplanning-15781	94	9	c	c	NOUN
geoplanning-15781	94	10	at	at	ADP
geoplanning-15781	94	11	dehradun	dehradun	PROPN
geoplanning-15781	94	12	while	while	SCONJ
geoplanning-15781	94	13	at	at	ADP
geoplanning-15781	94	14	mussoorie	mussoorie	NOUN
geoplanning-15781	94	15	it	it	PRON
geoplanning-15781	94	16	does	do	AUX
geoplanning-15781	94	17	n’t	not	PART
geoplanning-15781	94	18	exceed	exceed	VERB
geoplanning-15781	94	19	32	32	NUM
geoplanning-15781	94	20	°	°	NOUN
geoplanning-15781	94	21	c	c	NOUN
geoplanning-15781	94	22	.	.	PUNCT
geoplanning-15781	95	1	winter	winter	NOUN
geoplanning-15781	95	2	starts	start	VERB
geoplanning-15781	95	3	from	from	ADP
geoplanning-15781	95	4	november	november	PROPN
geoplanning-15781	95	5	and	and	CCONJ
geoplanning-15781	95	6	continues	continue	VERB
geoplanning-15781	95	7	up	up	ADP
geoplanning-15781	95	8	to	to	ADP
geoplanning-15781	95	9	february	february	PROPN
geoplanning-15781	95	10	.	.	PUNCT
geoplanning-15781	96	1	the	the	DET
geoplanning-15781	96	2	highest	high	ADJ
geoplanning-15781	96	3	maximum	maximum	ADJ
geoplanning-15781	96	4	temperature	temperature	NOUN
geoplanning-15781	96	5	recorded	record	VERB
geoplanning-15781	96	6	at	at	ADP
geoplanning-15781	96	7	dehradun	dehradun	PROPN
geoplanning-15781	96	8	was	be	AUX
geoplanning-15781	96	9	43.9	43.9	NUM
geoplanning-15781	96	10	°	°	ADP
geoplanning-15781	96	11	c	c	NOUN
geoplanning-15781	96	12	on	on	ADP
geoplanning-15781	96	13	june	june	PROPN
geoplanning-15781	96	14	4	4	NUM
geoplanning-15781	96	15	,	,	PUNCT
geoplanning-15781	96	16	1902	1902	NUM
geoplanning-15781	96	17	,	,	PUNCT
geoplanning-15781	96	18	and	and	CCONJ
geoplanning-15781	96	19	that	that	SCONJ
geoplanning-15781	96	20	at	at	ADP
geoplanning-15781	96	21	mussoorie	mussoorie	PROPN
geoplanning-15781	96	22	was	be	AUX
geoplanning-15781	96	23	34.4	34.4	NUM
geoplanning-15781	96	24	°	°	NOUN
geoplanning-15781	96	25	c	c	NOUN
geoplanning-15781	96	26	,	,	PUNCT
geoplanning-15781	96	27	on	on	ADP
geoplanning-15781	96	28	may	may	PROPN
geoplanning-15781	96	29	24th	24th	NOUN
geoplanning-15781	96	30	,	,	PUNCT
geoplanning-15781	96	31	1949	1949	NUM
geoplanning-15781	96	32	.	.	PUNCT
geoplanning-15781	97	1	the	the	DET
geoplanning-15781	97	2	mean	mean	ADJ
geoplanning-15781	97	3	daily	daily	ADJ
geoplanning-15781	97	4	maximum	maximum	ADJ
geoplanning-15781	97	5	temperature	temperature	NOUN
geoplanning-15781	97	6	during	during	ADP
geoplanning-15781	97	7	winter	winter	NOUN
geoplanning-15781	97	8	is	be	AUX
geoplanning-15781	97	9	19.1	19.1	NUM
geoplanning-15781	97	10	°	°	NOUN
geoplanning-15781	97	11	c	c	NOUN
geoplanning-15781	97	12	at	at	ADP
geoplanning-15781	97	13	dehradun	dehradun	PROPN
geoplanning-15781	97	14	and	and	CCONJ
geoplanning-15781	97	15	10.2	10.2	NUM
geoplanning-15781	97	16	°	°	NOUN
geoplanning-15781	97	17	c	c	NOUN
geoplanning-15781	97	18	at	at	ADP
geoplanning-15781	97	19	mussoorie	mussoorie	PROPN
geoplanning-15781	97	20	.	.	PUNCT
geoplanning-15781	98	1	the	the	DET
geoplanning-15781	98	2	mean	mean	ADJ
geoplanning-15781	98	3	daily	daily	ADJ
geoplanning-15781	98	4	minimum	minimum	ADJ
geoplanning-15781	98	5	temperature	temperature	NOUN
geoplanning-15781	98	6	in	in	ADP
geoplanning-15781	98	7	january	january	PROPN
geoplanning-15781	98	8	is	be	AUX
geoplanning-15781	98	9	6.10	6.10	NUM
geoplanning-15781	98	10	°	°	NOUN
geoplanning-15781	98	11	c	c	NOUN
geoplanning-15781	98	12	at	at	ADP
geoplanning-15781	98	13	dehradun	dehradun	PROPN
geoplanning-15781	98	14	and	and	CCONJ
geoplanning-15781	98	15	2.50	2.50	NUM
geoplanning-15781	98	16	°	°	NOUN
geoplanning-15781	98	17	c	c	NOUN
geoplanning-15781	98	18	at	at	ADP
geoplanning-15781	98	19	mussoorie	mussoorie	PROPN
geoplanning-15781	98	20	.	.	PUNCT
geoplanning-15781	99	1	in	in	ADP
geoplanning-15781	99	2	mussoorie	mussoorie	PROPN
geoplanning-15781	99	3	the	the	DET
geoplanning-15781	99	4	temperature	temperature	NOUN
geoplanning-15781	99	5	drops	drop	VERB
geoplanning-15781	99	6	to	to	ADP
geoplanning-15781	99	7	about	about	ADP
geoplanning-15781	99	8	-60	-60	SYM
geoplanning-15781	99	9	°	°	PROPN
geoplanning-15781	99	10	c	c	NOUN
geoplanning-15781	99	11	to	to	ADP
geoplanning-15781	99	12	-70	-70	PROPN
geoplanning-15781	99	13	°	°	PROPN
geoplanning-15781	99	14	c	c	NOUN
geoplanning-15781	99	15	when	when	SCONJ
geoplanning-15781	99	16	snowfall	snowfall	NOUN
geoplanning-15781	99	17	occurs	occur	VERB
geoplanning-15781	99	18	.	.	PUNCT
geoplanning-15781	100	1	the	the	DET
geoplanning-15781	100	2	lowest	low	ADJ
geoplanning-15781	100	3	minimum	minimum	ADJ
geoplanning-15781	100	4	temperature	temperature	NOUN
geoplanning-15781	100	5	at	at	ADP
geoplanning-15781	100	6	dehradun	dehradun	PROPN
geoplanning-15781	100	7	during	during	ADP
geoplanning-15781	100	8	winter	winter	NOUN
geoplanning-15781	100	9	was	be	AUX
geoplanning-15781	100	10	1.10	1.10	NUM
geoplanning-15781	100	11	°	°	NOUN
geoplanning-15781	100	12	c	c	NOUN
geoplanning-15781	100	13	,	,	PUNCT
geoplanning-15781	100	14	on	on	ADP
geoplanning-15781	100	15	february	february	PROPN
geoplanning-15781	100	16	1st	1st	NOUN
geoplanning-15781	100	17	,	,	PUNCT
geoplanning-15781	100	18	1905	1905	NUM
geoplanning-15781	100	19	and	and	CCONJ
geoplanning-15781	100	20	january	january	PROPN
geoplanning-15781	100	21	1945	1945	NUM
geoplanning-15781	100	22	while	while	SCONJ
geoplanning-15781	100	23	at	at	ADP
geoplanning-15781	100	24	mussoorie	mussoorie	PROPN
geoplanning-15781	100	25	it	it	PRON
geoplanning-15781	100	26	was	be	AUX
geoplanning-15781	100	27	-6.70	-6.70	NUM
geoplanning-15781	100	28	°	°	NOUN
geoplanning-15781	100	29	c	c	NOUN
geoplanning-15781	100	30	,	,	PUNCT
geoplanning-15781	100	31	on	on	ADP
geoplanning-15781	100	32	february	february	PROPN
geoplanning-15781	100	33	10th	10th	NOUN
geoplanning-15781	100	34	1950	1950	NUM
geoplanning-15781	100	35	.	.	PUNCT
geoplanning-15781	101	1	monsoon	monsoon	NOUN
geoplanning-15781	101	2	starts	start	VERB
geoplanning-15781	101	3	by	by	ADP
geoplanning-15781	101	4	the	the	DET
geoplanning-15781	101	5	mid	mid	NOUN
geoplanning-15781	101	6	of	of	ADP
geoplanning-15781	101	7	june	june	PROPN
geoplanning-15781	101	8	and	and	CCONJ
geoplanning-15781	101	9	lasts	last	VERB
geoplanning-15781	101	10	up	up	ADV
geoplanning-15781	101	11	to	to	ADP
geoplanning-15781	101	12	september	september	PROPN
geoplanning-15781	101	13	.	.	PUNCT
geoplanning-15781	102	1	the	the	DET
geoplanning-15781	102	2	district	district	NOUN
geoplanning-15781	102	3	receives	receive	VERB
geoplanning-15781	102	4	an	an	DET
geoplanning-15781	102	5	average	average	ADJ
geoplanning-15781	102	6	annual	annual	ADJ
geoplanning-15781	102	7	rainfall	rainfall	NOUN
geoplanning-15781	102	8	of	of	ADP
geoplanning-15781	102	9	2,073.3	2,073.3	NUM
geoplanning-15781	102	10	mm	mm	NOUN
geoplanning-15781	102	11	.	.	PUNCT
geoplanning-15781	103	1	most	most	ADJ
geoplanning-15781	103	2	of	of	ADP
geoplanning-15781	103	3	the	the	DET
geoplanning-15781	103	4	rainfall	rainfall	NOUN
geoplanning-15781	103	5	is	be	AUX
geoplanning-15781	103	6	received	receive	VERB
geoplanning-15781	103	7	during	during	ADP
geoplanning-15781	103	8	the	the	DET
geoplanning-15781	103	9	period	period	NOUN
geoplanning-15781	103	10	from	from	ADP
geoplanning-15781	103	11	june	june	PROPN
geoplanning-15781	103	12	to	to	ADP
geoplanning-15781	103	13	september	september	PROPN
geoplanning-15781	103	14	,	,	PUNCT
geoplanning-15781	103	15	july	july	PROPN
geoplanning-15781	103	16	and	and	CCONJ
geoplanning-15781	103	17	august	august	PROPN
geoplanning-15781	103	18	being	be	AUX
geoplanning-15781	103	19	the	the	DET
geoplanning-15781	103	20	wettest	wet	ADJ
geoplanning-15781	103	21	months	month	NOUN
geoplanning-15781	103	22	.	.	PUNCT
geoplanning-15781	104	1	the	the	DET
geoplanning-15781	104	2	region	region	NOUN
geoplanning-15781	104	3	around	around	ADP
geoplanning-15781	104	4	raipur	raipur	PROPN
geoplanning-15781	104	5	gets	get	VERB
geoplanning-15781	104	6	the	the	DET
geoplanning-15781	104	7	maximum	maximum	ADJ
geoplanning-15781	104	8	rainfall	rainfall	NOUN
geoplanning-15781	104	9	,	,	PUNCT
geoplanning-15781	104	10	while	while	SCONJ
geoplanning-15781	104	11	the	the	DET
geoplanning-15781	104	12	southern	southern	ADJ
geoplanning-15781	104	13	part	part	NOUN
geoplanning-15781	104	14	receives	receive	VERB
geoplanning-15781	104	15	the	the	DET
geoplanning-15781	104	16	least	least	ADJ
geoplanning-15781	104	17	rainfall	rainfall	NOUN
geoplanning-15781	104	18	in	in	ADP
geoplanning-15781	104	19	the	the	DET
geoplanning-15781	104	20	district	district	NOUN
geoplanning-15781	104	21	.	.	PUNCT
geoplanning-15781	105	1	about	about	ADV
geoplanning-15781	105	2	87	87	NUM
geoplanning-15781	105	3	%	%	NOUN
geoplanning-15781	105	4	of	of	ADP
geoplanning-15781	105	5	the	the	DET
geoplanning-15781	105	6	annual	annual	ADJ
geoplanning-15781	105	7	rainfall	rainfall	NOUN
geoplanning-15781	105	8	is	be	AUX
geoplanning-15781	105	9	received	receive	VERB
geoplanning-15781	105	10	during	during	ADP
geoplanning-15781	105	11	the	the	DET
geoplanning-15781	105	12	period	period	NOUN
geoplanning-15781	105	13	june	june	PROPN
geoplanning-15781	105	14	to	to	ADP
geoplanning-15781	105	15	september	september	PROPN
geoplanning-15781	105	16	.	.	PUNCT
geoplanning-15781	106	1	2.2	2.2	NUM
geoplanning-15781	106	2	.	.	PUNCT
geoplanning-15781	106	3	population	population	NOUN
geoplanning-15781	106	4	,	,	PUNCT
geoplanning-15781	106	5	agriculture	agriculture	NOUN
geoplanning-15781	106	6	and	and	CCONJ
geoplanning-15781	106	7	other	other	ADJ
geoplanning-15781	106	8	activities	activity	NOUN
geoplanning-15781	106	9	according	accord	VERB
geoplanning-15781	106	10	to	to	ADP
geoplanning-15781	106	11	the	the	DET
geoplanning-15781	106	12	2011	2011	NUM
geoplanning-15781	106	13	census	census	NOUN
geoplanning-15781	106	14	,	,	PUNCT
geoplanning-15781	106	15	dehradun	dehradun	PROPN
geoplanning-15781	106	16	district	district	NOUN
geoplanning-15781	106	17	is	be	AUX
geoplanning-15781	106	18	the	the	DET
geoplanning-15781	106	19	second	second	ADJ
geoplanning-15781	106	20	most	most	ADV
geoplanning-15781	106	21	populous	populous	ADJ
geoplanning-15781	106	22	district	district	NOUN
geoplanning-15781	106	23	in	in	ADP
geoplanning-15781	106	24	the	the	DET
geoplanning-15781	106	25	state	state	NOUN
geoplanning-15781	106	26	having	have	VERB
geoplanning-15781	106	27	a	a	DET
geoplanning-15781	106	28	population	population	NOUN
geoplanning-15781	106	29	of	of	ADP
geoplanning-15781	106	30	1,696,694	1,696,694	NUM
geoplanning-15781	106	31	after	after	ADP
geoplanning-15781	106	32	haridwar	haridwar	NOUN
geoplanning-15781	106	33	.	.	PUNCT
geoplanning-15781	107	1	the	the	DET
geoplanning-15781	107	2	urban	urban	ADJ
geoplanning-15781	107	3	agglomeration	agglomeration	NOUN
geoplanning-15781	107	4	has	have	AUX
geoplanning-15781	107	5	experienced	experience	VERB
geoplanning-15781	107	6	a	a	DET
geoplanning-15781	107	7	high	high	ADJ
geoplanning-15781	107	8	growth	growth	NOUN
geoplanning-15781	107	9	rate	rate	NOUN
geoplanning-15781	107	10	of	of	ADP
geoplanning-15781	107	11	a	a	DET
geoplanning-15781	107	12	population	population	NOUN
geoplanning-15781	107	13	which	which	PRON
geoplanning-15781	107	14	has	have	AUX
geoplanning-15781	107	15	become	become	VERB
geoplanning-15781	107	16	almost	almost	ADV
geoplanning-15781	107	17	double	double	ADJ
geoplanning-15781	107	18	in	in	ADP
geoplanning-15781	107	19	one	one	NUM
geoplanning-15781	107	20	decade	decade	NOUN
geoplanning-15781	107	21	from	from	ADP
geoplanning-15781	107	22	447,808	447,808	NUM
geoplanning-15781	107	23	in	in	ADP
geoplanning-15781	107	24	2001	2001	NUM
geoplanning-15781	107	25	to	to	ADP
geoplanning-15781	107	26	714,223	714,223	NUM
geoplanning-15781	107	27	in	in	ADP
geoplanning-15781	107	28	2011	2011	NUM
geoplanning-15781	107	29	(	(	PUNCT
geoplanning-15781	107	30	census	census	NOUN
geoplanning-15781	107	31	of	of	ADP
geoplanning-15781	107	32	india	india	PROPN
geoplanning-15781	107	33	,	,	PUNCT
geoplanning-15781	107	34	2011	2011	NUM
geoplanning-15781	107	35	)	)	PUNCT
geoplanning-15781	107	36	.	.	PUNCT
geoplanning-15781	108	1	agriculture	agriculture	NOUN
geoplanning-15781	108	2	fields	field	NOUN
geoplanning-15781	108	3	are	be	AUX
geoplanning-15781	108	4	also	also	ADV
geoplanning-15781	108	5	present	present	ADJ
geoplanning-15781	108	6	in	in	ADP
geoplanning-15781	108	7	outer	outer	ADJ
geoplanning-15781	108	8	parts	part	NOUN
geoplanning-15781	108	9	of	of	ADP
geoplanning-15781	108	10	the	the	DET
geoplanning-15781	108	11	city	city	NOUN
geoplanning-15781	108	12	.	.	PUNCT
geoplanning-15781	109	1	major	major	ADJ
geoplanning-15781	109	2	kharif	kharif	NOUN
geoplanning-15781	109	3	crop	crop	NOUN
geoplanning-15781	109	4	in	in	ADP
geoplanning-15781	109	5	this	this	DET
geoplanning-15781	109	6	region	region	NOUN
geoplanning-15781	109	7	is	be	AUX
geoplanning-15781	109	8	paddy	paddy	NOUN
geoplanning-15781	109	9	.	.	PUNCT
geoplanning-15781	110	1	in	in	ADP
geoplanning-15781	110	2	addition	addition	NOUN
geoplanning-15781	110	3	to	to	ADP
geoplanning-15781	110	4	that	that	DET
geoplanning-15781	110	5	maize	maize	NOUN
geoplanning-15781	110	6	,	,	PUNCT
geoplanning-15781	110	7	mandus	mandus	PROPN
geoplanning-15781	110	8	,	,	PUNCT
geoplanning-15781	110	9	jhngora	jhngora	PROPN
geoplanning-15781	110	10	,	,	PUNCT
geoplanning-15781	110	11	kulath	kulath	NOUN
geoplanning-15781	110	12	,	,	PUNCT
geoplanning-15781	110	13	arhar	arhar	ADJ
geoplanning-15781	110	14	and	and	CCONJ
geoplanning-15781	110	15	sugarcane	sugarcane	NOUN
geoplanning-15781	110	16	are	be	AUX
geoplanning-15781	110	17	also	also	ADV
geoplanning-15781	110	18	cultivated	cultivate	VERB
geoplanning-15781	110	19	during	during	ADP
geoplanning-15781	110	20	that	that	DET
geoplanning-15781	110	21	period	period	NOUN
geoplanning-15781	110	22	.	.	PUNCT
geoplanning-15781	111	1	on	on	ADP
geoplanning-15781	111	2	the	the	DET
geoplanning-15781	111	3	other	other	ADJ
geoplanning-15781	111	4	hand	hand	NOUN
geoplanning-15781	111	5	,	,	PUNCT
geoplanning-15781	111	6	wheat	wheat	NOUN
geoplanning-15781	111	7	is	be	AUX
geoplanning-15781	111	8	the	the	DET
geoplanning-15781	111	9	principal	principal	ADJ
geoplanning-15781	111	10	rabi	rabi	NOUN
geoplanning-15781	111	11	crop	crop	NOUN
geoplanning-15781	111	12	.	.	PUNCT
geoplanning-15781	112	1	maize	maize	NOUN
geoplanning-15781	112	2	,	,	PUNCT
geoplanning-15781	112	3	mustard	mustard	NOUN
geoplanning-15781	112	4	are	be	AUX
geoplanning-15781	112	5	the	the	DET
geoplanning-15781	112	6	other	other	ADJ
geoplanning-15781	112	7	rabi	rabi	NOUN
geoplanning-15781	112	8	crops	crop	NOUN
geoplanning-15781	112	9	.	.	PUNCT
geoplanning-15781	113	1	it	it	PRON
geoplanning-15781	113	2	should	should	AUX
geoplanning-15781	113	3	be	be	AUX
geoplanning-15781	113	4	noted	note	VERB
geoplanning-15781	113	5	that	that	SCONJ
geoplanning-15781	113	6	a	a	DET
geoplanning-15781	113	7	chunk	chunk	NOUN
geoplanning-15781	113	8	of	of	ADP
geoplanning-15781	113	9	land	land	NOUN
geoplanning-15781	113	10	in	in	ADP
geoplanning-15781	113	11	this	this	DET
geoplanning-15781	113	12	region	region	NOUN
geoplanning-15781	113	13	is	be	AUX
geoplanning-15781	113	14	owned	own	VERB
geoplanning-15781	113	15	by	by	ADP
geoplanning-15781	113	16	the	the	DET
geoplanning-15781	113	17	government	government	NOUN
geoplanning-15781	113	18	.	.	PUNCT
geoplanning-15781	114	1	so	so	ADV
geoplanning-15781	114	2	it	it	PRON
geoplanning-15781	114	3	highly	highly	ADV
geoplanning-15781	114	4	influences	influence	VERB
geoplanning-15781	114	5	the	the	DET
geoplanning-15781	114	6	dynamics	dynamic	NOUN
geoplanning-15781	114	7	of	of	ADP
geoplanning-15781	114	8	the	the	DET
geoplanning-15781	114	9	urban	urban	ADJ
geoplanning-15781	114	10	sprawl	sprawl	NOUN
geoplanning-15781	114	11	.	.	PUNCT
geoplanning-15781	115	1	figure	figure	NOUN
geoplanning-15781	115	2	2	2	NUM
geoplanning-15781	115	3	.	.	PUNCT
geoplanning-15781	115	4	location	location	NOUN
geoplanning-15781	115	5	map	map	NOUN
geoplanning-15781	115	6	of	of	ADP
geoplanning-15781	115	7	study	study	NOUN
geoplanning-15781	115	8	area	area	NOUN
geoplanning-15781	115	9	:	:	PUNCT
geoplanning-15781	115	10	landsat	landsat	NOUN
geoplanning-15781	115	11	7	7	NUM
geoplanning-15781	115	12	etm+	etm+	NOUN
geoplanning-15781	115	13	image	image	NOUN
geoplanning-15781	115	14	of	of	ADP
geoplanning-15781	115	15	dehradun	dehradun	PROPN
geoplanning-15781	115	16	mussoorie	mussoorie	PROPN
geoplanning-15781	115	17	region	region	NOUN
geoplanning-15781	115	18	.	.	PUNCT
geoplanning-15781	116	1	mussoorie	mussoorie	PROPN
geoplanning-15781	116	2	dehradun	dehradun	PROPN
geoplanning-15781	116	3	india	india	PROPN
geoplanning-15781	116	4	doi:%2010.14710	doi:%2010.14710	PROPN
geoplanning-15781	116	5	/	/	SYM
geoplanning-15781	116	6	geoplanning.5.1.1	geoplanning.5.1.1	ADJ
geoplanning-15781	116	7	-	-	PUNCT
geoplanning-15781	116	8	16	16	NUM
geoplanning-15781	116	9	kalluvetty	kalluvetty	NOUN
geoplanning-15781	116	10	and	and	CCONJ
geoplanning-15781	116	11	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	116	12	/	/	SYM
geoplanning-15781	116	13	geoplanning	geoplanning	NOUN
geoplanning-15781	116	14	:	:	PUNCT
geoplanning-15781	116	15	journal	journal	NOUN
geoplanning-15781	116	16	of	of	ADP
geoplanning-15781	116	17	geomatics	geomatics	PROPN
geoplanning-15781	116	18	and	and	CCONJ
geoplanning-15781	116	19	planning	planning	NOUN
geoplanning-15781	116	20	,	,	PUNCT
geoplanning-15781	116	21	vol	vol	NOUN
geoplanning-15781	116	22	5	5	NUM
geoplanning-15781	116	23	,	,	PUNCT
geoplanning-15781	116	24	no	no	DET
geoplanning-15781	116	25	1	1	NUM
geoplanning-15781	116	26	,	,	PUNCT
geoplanning-15781	116	27	2018	2018	NUM
geoplanning-15781	116	28	,	,	PUNCT
geoplanning-15781	116	29	1	1	NUM
geoplanning-15781	116	30	-	-	SYM
geoplanning-15781	116	31	16	16	NUM
geoplanning-15781	116	32	doi	doi	NOUN
geoplanning-15781	116	33	:	:	PUNCT
geoplanning-15781	116	34	10.14710	10.14710	NUM
geoplanning-15781	116	35	/	/	SYM
geoplanning-15781	116	36	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	116	37	-	-	NOUN
geoplanning-15781	116	38	16	16	NUM
geoplanning-15781	116	39	|	|	ADV
geoplanning-15781	116	40	5	5	NUM
geoplanning-15781	116	41	it	it	PRON
geoplanning-15781	116	42	is	be	AUX
geoplanning-15781	116	43	home	home	NOUN
geoplanning-15781	116	44	to	to	ADP
geoplanning-15781	116	45	numerous	numerous	ADJ
geoplanning-15781	116	46	state	state	NOUN
geoplanning-15781	116	47	and	and	CCONJ
geoplanning-15781	116	48	central	central	ADJ
geoplanning-15781	116	49	government	government	NOUN
geoplanning-15781	116	50	institutions	institution	NOUN
geoplanning-15781	116	51	.	.	PUNCT
geoplanning-15781	117	1	it	it	PRON
geoplanning-15781	117	2	is	be	AUX
geoplanning-15781	117	3	the	the	DET
geoplanning-15781	117	4	most	most	ADV
geoplanning-15781	117	5	vital	vital	ADJ
geoplanning-15781	117	6	service	service	NOUN
geoplanning-15781	117	7	center	center	NOUN
geoplanning-15781	117	8	,	,	PUNCT
geoplanning-15781	117	9	which	which	PRON
geoplanning-15781	117	10	meets	meet	VERB
geoplanning-15781	117	11	the	the	DET
geoplanning-15781	117	12	trade	trade	NOUN
geoplanning-15781	117	13	and	and	CCONJ
geoplanning-15781	117	14	commerce	commerce	NOUN
geoplanning-15781	117	15	requirement	requirement	NOUN
geoplanning-15781	117	16	of	of	ADP
geoplanning-15781	117	17	its	its	PRON
geoplanning-15781	117	18	hinterland	hinterland	NOUN
geoplanning-15781	117	19	.	.	PUNCT
geoplanning-15781	118	1	major	major	ADJ
geoplanning-15781	118	2	activates	activate	NOUN
geoplanning-15781	118	3	of	of	ADP
geoplanning-15781	118	4	dehradun	dehradun	PROPN
geoplanning-15781	118	5	are	be	AUX
geoplanning-15781	118	6	education	education	NOUN
geoplanning-15781	118	7	,	,	PUNCT
geoplanning-15781	118	8	commercial	commercial	ADJ
geoplanning-15781	118	9	,	,	PUNCT
geoplanning-15781	118	10	defence	defence	NOUN
geoplanning-15781	118	11	,	,	PUNCT
geoplanning-15781	118	12	and	and	CCONJ
geoplanning-15781	118	13	tourism	tourism	NOUN
geoplanning-15781	118	14	.	.	PUNCT
geoplanning-15781	119	1	these	these	PRON
geoplanning-15781	119	2	are	be	AUX
geoplanning-15781	119	3	also	also	ADV
geoplanning-15781	119	4	driving	drive	VERB
geoplanning-15781	119	5	factors	factor	NOUN
geoplanning-15781	119	6	of	of	ADP
geoplanning-15781	119	7	the	the	DET
geoplanning-15781	119	8	local	local	ADJ
geoplanning-15781	119	9	economy	economy	NOUN
geoplanning-15781	119	10	.	.	PUNCT
geoplanning-15781	120	1	administrative	administrative	ADJ
geoplanning-15781	120	2	area	area	NOUN
geoplanning-15781	120	3	of	of	ADP
geoplanning-15781	120	4	mussoorie	mussoorie	PROPN
geoplanning-15781	120	5	dehradun	dehradun	PROPN
geoplanning-15781	120	6	development	development	NOUN
geoplanning-15781	120	7	authority	authority	NOUN
geoplanning-15781	120	8	(	(	PUNCT
geoplanning-15781	120	9	mdda	mdda	NOUN
geoplanning-15781	120	10	)	)	PUNCT
geoplanning-15781	120	11	boundary	boundary	NOUN
geoplanning-15781	120	12	was	be	AUX
geoplanning-15781	120	13	chosen	choose	VERB
geoplanning-15781	120	14	as	as	ADP
geoplanning-15781	120	15	the	the	DET
geoplanning-15781	120	16	study	study	NOUN
geoplanning-15781	120	17	area	area	NOUN
geoplanning-15781	120	18	for	for	ADP
geoplanning-15781	120	19	this	this	DET
geoplanning-15781	120	20	analysis	analysis	NOUN
geoplanning-15781	120	21	.	.	PUNCT
geoplanning-15781	121	1	2.3	2.3	NUM
geoplanning-15781	121	2	.	.	PUNCT
geoplanning-15781	122	1	datasets	dataset	NOUN
geoplanning-15781	122	2	landsat	landsat	VERB
geoplanning-15781	122	3	7	7	NUM
geoplanning-15781	122	4	with	with	ADP
geoplanning-15781	122	5	the	the	DET
geoplanning-15781	122	6	multispectral	multispectral	ADJ
geoplanning-15781	122	7	sensor	sensor	NOUN
geoplanning-15781	122	8	of	of	ADP
geoplanning-15781	122	9	enhanced	enhance	VERB
geoplanning-15781	122	10	thematic	thematic	ADJ
geoplanning-15781	122	11	mapper	mapper	NOUN
geoplanning-15781	122	12	plus	plus	CCONJ
geoplanning-15781	122	13	or	or	CCONJ
geoplanning-15781	122	14	etm+	etm+	NOUN
geoplanning-15781	122	15	and	and	CCONJ
geoplanning-15781	122	16	landsat	landsat	PROPN
geoplanning-15781	122	17	8	8	NUM
geoplanning-15781	122	18	with	with	ADP
geoplanning-15781	122	19	the	the	DET
geoplanning-15781	122	20	multispectral	multispectral	ADJ
geoplanning-15781	122	21	sensor	sensor	NOUN
geoplanning-15781	122	22	of	of	ADP
geoplanning-15781	122	23	operational	operational	ADJ
geoplanning-15781	122	24	land	land	NOUN
geoplanning-15781	122	25	imager	imager	NOUN
geoplanning-15781	122	26	(	(	PUNCT
geoplanning-15781	122	27	oli	oli	ADJ
geoplanning-15781	122	28	)	)	PUNCT
geoplanning-15781	122	29	images	image	NOUN
geoplanning-15781	122	30	were	be	AUX
geoplanning-15781	122	31	used	use	VERB
geoplanning-15781	122	32	for	for	ADP
geoplanning-15781	122	33	the	the	DET
geoplanning-15781	122	34	study	study	NOUN
geoplanning-15781	122	35	.	.	PUNCT
geoplanning-15781	123	1	landsat	landsat	PROPN
geoplanning-15781	123	2	7	7	NUM
geoplanning-15781	123	3	is	be	AUX
geoplanning-15781	123	4	having	have	VERB
geoplanning-15781	123	5	8	8	NUM
geoplanning-15781	123	6	bands	band	NOUN
geoplanning-15781	123	7	with	with	ADP
geoplanning-15781	123	8	a	a	DET
geoplanning-15781	123	9	spatial	spatial	ADJ
geoplanning-15781	123	10	resolution	resolution	NOUN
geoplanning-15781	123	11	of	of	ADP
geoplanning-15781	123	12	30	30	NUM
geoplanning-15781	123	13	m	m	NOUN
geoplanning-15781	123	14	for	for	ADP
geoplanning-15781	123	15	bands	band	NOUN
geoplanning-15781	123	16	1	1	NUM
geoplanning-15781	123	17	to	to	ADP
geoplanning-15781	123	18	5	5	NUM
geoplanning-15781	123	19	,	,	PUNCT
geoplanning-15781	123	20	7	7	NUM
geoplanning-15781	123	21	,	,	PUNCT
geoplanning-15781	123	22	and	and	CCONJ
geoplanning-15781	123	23	15	15	NUM
geoplanning-15781	123	24	m	m	NOUN
geoplanning-15781	123	25	for	for	ADP
geoplanning-15781	123	26	the	the	DET
geoplanning-15781	123	27	panchromatic	panchromatic	ADJ
geoplanning-15781	123	28	band	band	NOUN
geoplanning-15781	123	29	1	1	NUM
geoplanning-15781	123	30	and	and	CCONJ
geoplanning-15781	123	31	60	60	NUM
geoplanning-15781	123	32	m	m	NOUN
geoplanning-15781	123	33	for	for	ADP
geoplanning-15781	123	34	the	the	DET
geoplanning-15781	123	35	thermal	thermal	ADJ
geoplanning-15781	123	36	band	band	NOUN
geoplanning-15781	123	37	6	6	NUM
geoplanning-15781	123	38	.	.	PUNCT
geoplanning-15781	124	1	it	it	PRON
geoplanning-15781	124	2	is	be	AUX
geoplanning-15781	124	3	available	available	ADJ
geoplanning-15781	124	4	from	from	ADP
geoplanning-15781	124	5	1999	1999	NUM
geoplanning-15781	124	6	and	and	CCONJ
geoplanning-15781	124	7	after	after	ADP
geoplanning-15781	124	8	2003	2003	NUM
geoplanning-15781	124	9	may	may	AUX
geoplanning-15781	124	10	31	31	NUM
geoplanning-15781	124	11	there	there	PRON
geoplanning-15781	124	12	are	be	VERB
geoplanning-15781	124	13	noises	noise	NOUN
geoplanning-15781	124	14	in	in	ADP
geoplanning-15781	124	15	the	the	DET
geoplanning-15781	124	16	acquired	acquire	VERB
geoplanning-15781	124	17	data	datum	NOUN
geoplanning-15781	124	18	due	due	ADP
geoplanning-15781	124	19	to	to	ADP
geoplanning-15781	124	20	the	the	DET
geoplanning-15781	124	21	failure	failure	NOUN
geoplanning-15781	124	22	of	of	ADP
geoplanning-15781	124	23	scan	scan	ADJ
geoplanning-15781	124	24	line	line	NOUN
geoplanning-15781	124	25	corrector	corrector	NOUN
geoplanning-15781	124	26	(	(	PUNCT
geoplanning-15781	124	27	slc	slc	PROPN
geoplanning-15781	124	28	)	)	PUNCT
geoplanning-15781	124	29	.	.	PUNCT
geoplanning-15781	125	1	landsat	landsat	PROPN
geoplanning-15781	125	2	7	7	NUM
geoplanning-15781	125	3	was	be	AUX
geoplanning-15781	125	4	used	use	VERB
geoplanning-15781	125	5	for	for	ADP
geoplanning-15781	125	6	lulc	lulc	PROPN
geoplanning-15781	125	7	classification	classification	NOUN
geoplanning-15781	125	8	in	in	ADP
geoplanning-15781	125	9	this	this	DET
geoplanning-15781	125	10	study	study	NOUN
geoplanning-15781	125	11	.	.	PUNCT
geoplanning-15781	126	1	on	on	ADP
geoplanning-15781	126	2	the	the	DET
geoplanning-15781	126	3	other	other	ADJ
geoplanning-15781	126	4	hand	hand	NOUN
geoplanning-15781	126	5	,	,	PUNCT
geoplanning-15781	126	6	landsat	landsat	PROPN
geoplanning-15781	126	7	8	8	NUM
geoplanning-15781	126	8	was	be	AUX
geoplanning-15781	126	9	launched	launch	VERB
geoplanning-15781	126	10	on	on	ADP
geoplanning-15781	126	11	february	february	PROPN
geoplanning-15781	126	12	11	11	NUM
geoplanning-15781	126	13	,	,	PUNCT
geoplanning-15781	126	14	2013	2013	NUM
geoplanning-15781	126	15	,	,	PUNCT
geoplanning-15781	126	16	and	and	CCONJ
geoplanning-15781	126	17	is	be	AUX
geoplanning-15781	126	18	having	have	VERB
geoplanning-15781	126	19	9	9	NUM
geoplanning-15781	126	20	bands	band	NOUN
geoplanning-15781	126	21	with	with	ADP
geoplanning-15781	126	22	a	a	DET
geoplanning-15781	126	23	15	15	NUM
geoplanning-15781	126	24	m	m	NOUN
geoplanning-15781	126	25	resolution	resolution	NOUN
geoplanning-15781	126	26	for	for	ADP
geoplanning-15781	126	27	panchromatic	panchromatic	ADJ
geoplanning-15781	126	28	band	band	NOUN
geoplanning-15781	126	29	1	1	NUM
geoplanning-15781	126	30	and	and	CCONJ
geoplanning-15781	126	31	30	30	NUM
geoplanning-15781	126	32	m	m	NOUN
geoplanning-15781	126	33	for	for	ADP
geoplanning-15781	126	34	the	the	DET
geoplanning-15781	126	35	other	other	ADJ
geoplanning-15781	126	36	bands	band	NOUN
geoplanning-15781	126	37	.	.	PUNCT
geoplanning-15781	127	1	it	it	PRON
geoplanning-15781	127	2	was	be	AUX
geoplanning-15781	127	3	used	use	VERB
geoplanning-15781	127	4	for	for	ADP
geoplanning-15781	127	5	the	the	DET
geoplanning-15781	127	6	lulc	lulc	PROPN
geoplanning-15781	127	7	classification	classification	NOUN
geoplanning-15781	127	8	for	for	ADP
geoplanning-15781	127	9	the	the	DET
geoplanning-15781	127	10	year	year	NOUN
geoplanning-15781	127	11	20132014	20132014	NUM
geoplanning-15781	127	12	in	in	ADP
geoplanning-15781	127	13	this	this	DET
geoplanning-15781	127	14	work	work	NOUN
geoplanning-15781	127	15	.	.	PUNCT
geoplanning-15781	128	1	following	follow	VERB
geoplanning-15781	128	2	table	table	NOUN
geoplanning-15781	128	3	1	1	NUM
geoplanning-15781	128	4	shows	show	VERB
geoplanning-15781	128	5	the	the	DET
geoplanning-15781	128	6	details	detail	NOUN
geoplanning-15781	128	7	of	of	ADP
geoplanning-15781	128	8	the	the	DET
geoplanning-15781	128	9	datasets	dataset	NOUN
geoplanning-15781	128	10	used	use	VERB
geoplanning-15781	128	11	.	.	PUNCT
geoplanning-15781	129	1	table	table	NOUN
geoplanning-15781	129	2	1	1	NUM
geoplanning-15781	129	3	.	.	PUNCT
geoplanning-15781	130	1	description	description	NOUN
geoplanning-15781	130	2	of	of	ADP
geoplanning-15781	130	3	satellite	satellite	NOUN
geoplanning-15781	130	4	data	datum	NOUN
geoplanning-15781	130	5	used	use	VERB
geoplanning-15781	130	6	sl	sl	NOUN
geoplanning-15781	130	7	.	.	PUNCT
geoplanning-15781	131	1	no	no	INTJ
geoplanning-15781	131	2	.	.	PUNCT
geoplanning-15781	132	1	satellite	satellite	NOUN
geoplanning-15781	132	2	and	and	CCONJ
geoplanning-15781	132	3	sensor	sensor	NOUN
geoplanning-15781	132	4	path	path	NOUN
geoplanning-15781	132	5	no	no	DET
geoplanning-15781	132	6	row	row	NOUN
geoplanning-15781	132	7	no	no	DET
geoplanning-15781	132	8	date	date	NOUN
geoplanning-15781	132	9	of	of	ADP
geoplanning-15781	132	10	satellite	satellite	NOUN
geoplanning-15781	132	11	pass	pass	NOUN
geoplanning-15781	132	12	1	1	NUM
geoplanning-15781	132	13	landsat	landsat	NOUN
geoplanning-15781	132	14	7	7	NUM
geoplanning-15781	132	15	etm+	etm+	NOUN
geoplanning-15781	132	16	146	146	NUM
geoplanning-15781	132	17	039	039	NUM
geoplanning-15781	132	18	22	22	NUM
geoplanning-15781	132	19	october	october	PROPN
geoplanning-15781	132	20	1999	1999	NUM
geoplanning-15781	132	21	2	2	NUM
geoplanning-15781	132	22	landsat	landsat	NOUN
geoplanning-15781	132	23	7	7	NUM
geoplanning-15781	132	24	etm+	etm+	NOUN
geoplanning-15781	132	25	146	146	NUM
geoplanning-15781	132	26	039	039	NUM
geoplanning-15781	132	27	25	25	NUM
geoplanning-15781	132	28	november	november	PROPN
geoplanning-15781	132	29	2000	2000	NUM
geoplanning-15781	132	30	3	3	NUM
geoplanning-15781	132	31	landsat	landsat	NOUN
geoplanning-15781	132	32	7	7	NUM
geoplanning-15781	132	33	etm+	etm+	ADP
geoplanning-15781	132	34	146	146	NUM
geoplanning-15781	132	35	039	039	NUM
geoplanning-15781	132	36	11	11	NUM
geoplanning-15781	132	37	october	october	PROPN
geoplanning-15781	132	38	2001	2001	NUM
geoplanning-15781	132	39	4	4	NUM
geoplanning-15781	132	40	landsat	landsat	NOUN
geoplanning-15781	132	41	7	7	NUM
geoplanning-15781	132	42	etm+	etm+	NOUN
geoplanning-15781	132	43	146	146	NUM
geoplanning-15781	132	44	039	039	NUM
geoplanning-15781	132	45	30	30	NUM
geoplanning-15781	132	46	october	october	PROPN
geoplanning-15781	132	47	2002	2002	NUM
geoplanning-15781	132	48	5	5	NUM
geoplanning-15781	132	49	landsat	landsat	NOUN
geoplanning-15781	132	50	7	7	NUM
geoplanning-15781	132	51	etm+	etm+	NOUN
geoplanning-15781	132	52	146	146	NUM
geoplanning-15781	132	53	039	039	NUM
geoplanning-15781	132	54	01	01	NUM
geoplanning-15781	132	55	october	october	PROPN
geoplanning-15781	132	56	2003	2003	NUM
geoplanning-15781	132	57	6	6	NUM
geoplanning-15781	132	58	landsat	landsat	NOUN
geoplanning-15781	132	59	7	7	NUM
geoplanning-15781	132	60	etm+	etm+	ADP
geoplanning-15781	132	61	146	146	NUM
geoplanning-15781	132	62	039	039	NUM
geoplanning-15781	132	63	19	19	NUM
geoplanning-15781	132	64	october	october	PROPN
geoplanning-15781	132	65	2004	2004	NUM
geoplanning-15781	132	66	7	7	NUM
geoplanning-15781	132	67	landsat	landsat	NOUN
geoplanning-15781	132	68	7	7	NUM
geoplanning-15781	132	69	etm+	etm+	NOUN
geoplanning-15781	132	70	146	146	NUM
geoplanning-15781	132	71	039	039	NUM
geoplanning-15781	132	72	06	06	NUM
geoplanning-15781	132	73	october	october	PROPN
geoplanning-15781	132	74	2005	2005	NUM
geoplanning-15781	132	75	8	8	NUM
geoplanning-15781	132	76	landsat	landsat	NOUN
geoplanning-15781	132	77	7	7	NUM
geoplanning-15781	132	78	etm+	etm+	NOUN
geoplanning-15781	132	79	146	146	NUM
geoplanning-15781	132	80	039	039	NUM
geoplanning-15781	132	81	25	25	NUM
geoplanning-15781	132	82	october	october	PROPN
geoplanning-15781	132	83	2006	2006	NUM
geoplanning-15781	132	84	9	9	NUM
geoplanning-15781	132	85	landsat	landsat	NOUN
geoplanning-15781	132	86	7	7	NUM
geoplanning-15781	132	87	etm+	etm+	ADP
geoplanning-15781	132	88	146	146	NUM
geoplanning-15781	132	89	039	039	NUM
geoplanning-15781	132	90	12	12	NUM
geoplanning-15781	132	91	october	october	PROPN
geoplanning-15781	132	92	2007	2007	NUM
geoplanning-15781	132	93	10	10	NUM
geoplanning-15781	132	94	landsat	landsat	NOUN
geoplanning-15781	132	95	7	7	NUM
geoplanning-15781	132	96	etm+	etm+	ADP
geoplanning-15781	132	97	146	146	NUM
geoplanning-15781	132	98	039	039	NUM
geoplanning-15781	132	99	30	30	NUM
geoplanning-15781	132	100	october	october	PROPN
geoplanning-15781	132	101	2008	2008	NUM
geoplanning-15781	132	102	11	11	NUM
geoplanning-15781	132	103	landsat	landsat	NOUN
geoplanning-15781	132	104	7	7	NUM
geoplanning-15781	132	105	etm+	etm+	ADP
geoplanning-15781	132	106	146	146	NUM
geoplanning-15781	132	107	039	039	NUM
geoplanning-15781	132	108	18	18	NUM
geoplanning-15781	132	109	november	november	PROPN
geoplanning-15781	132	110	2009	2009	NUM
geoplanning-15781	132	111	12	12	NUM
geoplanning-15781	132	112	landsat	landsat	NOUN
geoplanning-15781	132	113	7	7	NUM
geoplanning-15781	132	114	etm+	etm+	ADP
geoplanning-15781	132	115	146	146	NUM
geoplanning-15781	132	116	039	039	NUM
geoplanning-15781	132	117	20	20	NUM
geoplanning-15781	132	118	october	october	PROPN
geoplanning-15781	132	119	2010	2010	NUM
geoplanning-15781	132	120	13	13	NUM
geoplanning-15781	132	121	landsat	landsat	NOUN
geoplanning-15781	132	122	7	7	NUM
geoplanning-15781	132	123	etm+	etm+	NOUN
geoplanning-15781	132	124	146	146	NUM
geoplanning-15781	132	125	039	039	NUM
geoplanning-15781	132	126	08	08	NUM
geoplanning-15781	133	1	n0vember	n0vember	NOUN
geoplanning-15781	133	2	2011	2011	NUM
geoplanning-15781	133	3	14	14	NUM
geoplanning-15781	133	4	landsat	landsat	NOUN
geoplanning-15781	133	5	7	7	NUM
geoplanning-15781	133	6	etm+	etm+	ADP
geoplanning-15781	133	7	146	146	NUM
geoplanning-15781	133	8	039	039	NUM
geoplanning-15781	133	9	25	25	NUM
geoplanning-15781	133	10	october	october	PROPN
geoplanning-15781	133	11	2012	2012	NUM
geoplanning-15781	133	12	15	15	NUM
geoplanning-15781	133	13	landsat	landsat	NOUN
geoplanning-15781	133	14	8	8	NUM
geoplanning-15781	133	15	oli	oli	NOUN
geoplanning-15781	133	16	146	146	NUM
geoplanning-15781	133	17	039	039	NUM
geoplanning-15781	133	18	18	18	NUM
geoplanning-15781	133	19	september	september	PROPN
geoplanning-15781	133	20	2013	2013	NUM
geoplanning-15781	133	21	16	16	NUM
geoplanning-15781	133	22	landsat	landsat	NOUN
geoplanning-15781	133	23	8	8	NUM
geoplanning-15781	133	24	oli	oli	NUM
geoplanning-15781	133	25	146	146	NUM
geoplanning-15781	133	26	039	039	NUM
geoplanning-15781	133	27	16	16	NUM
geoplanning-15781	133	28	may	may	PROPN
geoplanning-15781	133	29	2014	2014	NUM
geoplanning-15781	133	30	2.4	2.4	NUM
geoplanning-15781	133	31	.	.	PUNCT
geoplanning-15781	134	1	tools	tool	NOUN
geoplanning-15781	134	2	used	use	VERB
geoplanning-15781	134	3	to	to	PART
geoplanning-15781	134	4	achieve	achieve	VERB
geoplanning-15781	134	5	the	the	DET
geoplanning-15781	134	6	goal	goal	NOUN
geoplanning-15781	134	7	of	of	ADP
geoplanning-15781	134	8	this	this	DET
geoplanning-15781	134	9	research	research	NOUN
geoplanning-15781	134	10	three	three	NUM
geoplanning-15781	134	11	main	main	ADJ
geoplanning-15781	134	12	image	image	NOUN
geoplanning-15781	134	13	processing	processing	NOUN
geoplanning-15781	134	14	and	and	CCONJ
geoplanning-15781	134	15	gis	gis	NOUN
geoplanning-15781	134	16	software	software	NOUN
geoplanning-15781	134	17	had	have	AUX
geoplanning-15781	134	18	been	be	AUX
geoplanning-15781	134	19	used	use	VERB
geoplanning-15781	134	20	.	.	PUNCT
geoplanning-15781	135	1	for	for	ADP
geoplanning-15781	135	2	data	data	NOUN
geoplanning-15781	135	3	preparation	preparation	NOUN
geoplanning-15781	135	4	,	,	PUNCT
geoplanning-15781	135	5	classification	classification	NOUN
geoplanning-15781	135	6	,	,	PUNCT
geoplanning-15781	135	7	analysis	analysis	NOUN
geoplanning-15781	135	8	were	be	AUX
geoplanning-15781	135	9	executed	execute	VERB
geoplanning-15781	135	10	using	use	VERB
geoplanning-15781	135	11	erdas	erda	NOUN
geoplanning-15781	135	12	imagine	imagine	VERB
geoplanning-15781	135	13	2013	2013	NUM
geoplanning-15781	135	14	,	,	PUNCT
geoplanning-15781	135	15	whereas	whereas	SCONJ
geoplanning-15781	135	16	data	datum	NOUN
geoplanning-15781	135	17	conversion	conversion	NOUN
geoplanning-15781	135	18	,	,	PUNCT
geoplanning-15781	135	19	reclassification	reclassification	NOUN
geoplanning-15781	135	20	,	,	PUNCT
geoplanning-15781	135	21	and	and	CCONJ
geoplanning-15781	135	22	mapping	mapping	NOUN
geoplanning-15781	135	23	were	be	AUX
geoplanning-15781	135	24	performed	perform	VERB
geoplanning-15781	135	25	in	in	ADP
geoplanning-15781	135	26	arcgis	arcgis	PROPN
geoplanning-15781	135	27	10.1	10.1	NUM
geoplanning-15781	135	28	.	.	PUNCT
geoplanning-15781	136	1	ca	can	AUX
geoplanning-15781	136	2	-	-	PUNCT
geoplanning-15781	136	3	markov	markov	NOUN
geoplanning-15781	136	4	analysis	analysis	NOUN
geoplanning-15781	136	5	was	be	AUX
geoplanning-15781	136	6	the	the	DET
geoplanning-15781	136	7	major	major	ADJ
geoplanning-15781	136	8	phase	phase	NOUN
geoplanning-15781	136	9	in	in	ADP
geoplanning-15781	136	10	this	this	DET
geoplanning-15781	136	11	project	project	NOUN
geoplanning-15781	136	12	which	which	PRON
geoplanning-15781	136	13	had	have	AUX
geoplanning-15781	136	14	been	be	AUX
geoplanning-15781	136	15	done	do	VERB
geoplanning-15781	136	16	through	through	ADP
geoplanning-15781	136	17	terrset	terrset	NOUN
geoplanning-15781	136	18	(	(	PUNCT
geoplanning-15781	136	19	formerly	formerly	ADV
geoplanning-15781	136	20	idrisi	idrisi	ADJ
geoplanning-15781	136	21	taiga	taiga	NOUN
geoplanning-15781	136	22	)	)	PUNCT
geoplanning-15781	136	23	developed	develop	VERB
geoplanning-15781	136	24	by	by	ADP
geoplanning-15781	136	25	clark	clark	PROPN
geoplanning-15781	136	26	labs	labs	PROPN
geoplanning-15781	136	27	at	at	ADP
geoplanning-15781	136	28	clark	clark	PROPN
geoplanning-15781	136	29	university	university	PROPN
geoplanning-15781	136	30	,	,	PUNCT
geoplanning-15781	136	31	usa	usa	PROPN
geoplanning-15781	136	32	.	.	PUNCT
geoplanning-15781	137	1	the	the	DET
geoplanning-15781	137	2	satellite	satellite	NOUN
geoplanning-15781	137	3	data	datum	NOUN
geoplanning-15781	137	4	corresponding	correspond	VERB
geoplanning-15781	137	5	to	to	ADP
geoplanning-15781	137	6	the	the	DET
geoplanning-15781	137	7	present	present	ADJ
geoplanning-15781	137	8	study	study	NOUN
geoplanning-15781	137	9	area	area	NOUN
geoplanning-15781	137	10	(	(	PUNCT
geoplanning-15781	137	11	landsat	landsat	PROPN
geoplanning-15781	137	12	,	,	PUNCT
geoplanning-15781	137	13	1999	1999	NUM
geoplanning-15781	137	14	to	to	ADP
geoplanning-15781	137	15	2014	2014	NUM
geoplanning-15781	137	16	)	)	PUNCT
geoplanning-15781	137	17	in	in	ADP
geoplanning-15781	137	18	the	the	DET
geoplanning-15781	137	19	form	form	NOUN
geoplanning-15781	137	20	of	of	ADP
geoplanning-15781	137	21	multiple	multiple	ADJ
geoplanning-15781	137	22	bands	band	NOUN
geoplanning-15781	137	23	was	be	AUX
geoplanning-15781	137	24	stacked	stack	VERB
geoplanning-15781	137	25	to	to	ADP
geoplanning-15781	137	26	a	a	DET
geoplanning-15781	137	27	single	single	ADJ
geoplanning-15781	137	28	image	image	NOUN
geoplanning-15781	137	29	using	use	VERB
geoplanning-15781	137	30	the	the	DET
geoplanning-15781	137	31	‘	'	PUNCT
geoplanning-15781	137	32	layer	layer	NOUN
geoplanning-15781	137	33	stack	stack	NOUN
geoplanning-15781	137	34	’	'	PUNCT
geoplanning-15781	137	35	feature	feature	NOUN
geoplanning-15781	137	36	in	in	ADP
geoplanning-15781	137	37	erdas	erda	NOUN
geoplanning-15781	137	38	imagine	imagine	VERB
geoplanning-15781	137	39	.	.	PUNCT
geoplanning-15781	138	1	for	for	ADP
geoplanning-15781	138	2	landsat	landsat	NOUN
geoplanning-15781	138	3	8	8	NUM
geoplanning-15781	138	4	images	image	NOUN
geoplanning-15781	138	5	,	,	PUNCT
geoplanning-15781	138	6	layer	layer	NOUN
geoplanning-15781	138	7	stack	stack	NOUN
geoplanning-15781	138	8	operation	operation	NOUN
geoplanning-15781	138	9	involves	involve	VERB
geoplanning-15781	138	10	the	the	DET
geoplanning-15781	138	11	participation	participation	NOUN
geoplanning-15781	138	12	of	of	ADP
geoplanning-15781	138	13	consecutive	consecutive	ADJ
geoplanning-15781	138	14	bands	band	NOUN
geoplanning-15781	138	15	from	from	ADP
geoplanning-15781	138	16	2	2	NUM
geoplanning-15781	138	17	to	to	ADP
geoplanning-15781	138	18	7	7	NUM
geoplanning-15781	138	19	and	and	CCONJ
geoplanning-15781	138	20	landsat	landsat	PROPN
geoplanning-15781	138	21	7	7	NUM
geoplanning-15781	138	22	,	,	PUNCT
geoplanning-15781	138	23	consecutive	consecutive	ADJ
geoplanning-15781	138	24	bands	band	NOUN
geoplanning-15781	138	25	from	from	ADP
geoplanning-15781	138	26	1	1	NUM
geoplanning-15781	138	27	to	to	ADP
geoplanning-15781	138	28	7	7	NUM
geoplanning-15781	138	29	except	except	SCONJ
geoplanning-15781	138	30	6	6	NUM
geoplanning-15781	138	31	.	.	PUNCT
geoplanning-15781	139	1	in	in	ADP
geoplanning-15781	139	2	the	the	DET
geoplanning-15781	139	3	case	case	NOUN
geoplanning-15781	139	4	of	of	ADP
geoplanning-15781	139	5	landsat	landsat	PROPN
geoplanning-15781	139	6	data	datum	NOUN
geoplanning-15781	139	7	for	for	ADP
geoplanning-15781	139	8	the	the	DET
geoplanning-15781	139	9	years	year	NOUN
geoplanning-15781	139	10	2003	2003	NUM
geoplanning-15781	139	11	to	to	ADP
geoplanning-15781	139	12	2012	2012	NUM
geoplanning-15781	139	13	,	,	PUNCT
geoplanning-15781	139	14	an	an	DET
geoplanning-15781	139	15	additional	additional	ADJ
geoplanning-15781	139	16	step	step	NOUN
geoplanning-15781	139	17	,	,	PUNCT
geoplanning-15781	139	18	focal	focal	ADJ
geoplanning-15781	139	19	analysis	analysis	NOUN
geoplanning-15781	139	20	has	have	VERB
geoplanning-15781	139	21	to	to	PART
geoplanning-15781	139	22	be	be	AUX
geoplanning-15781	139	23	carried	carry	VERB
geoplanning-15781	139	24	out	out	ADP
geoplanning-15781	139	25	using	use	VERB
geoplanning-15781	139	26	the	the	DET
geoplanning-15781	139	27	same	same	ADJ
geoplanning-15781	139	28	software	software	NOUN
geoplanning-15781	139	29	to	to	PART
geoplanning-15781	139	30	remove	remove	VERB
geoplanning-15781	139	31	a	a	DET
geoplanning-15781	139	32	prevalent	prevalent	ADJ
geoplanning-15781	139	33	error	error	NOUN
geoplanning-15781	139	34	in	in	ADP
geoplanning-15781	139	35	the	the	DET
geoplanning-15781	139	36	image	image	NOUN
geoplanning-15781	139	37	that	that	PRON
geoplanning-15781	139	38	arises	arise	VERB
geoplanning-15781	139	39	due	due	ADP
geoplanning-15781	139	40	to	to	ADP
geoplanning-15781	139	41	the	the	DET
geoplanning-15781	139	42	absence	absence	NOUN
geoplanning-15781	139	43	of	of	ADP
geoplanning-15781	139	44	scan	scan	ADJ
geoplanning-15781	139	45	line	line	NOUN
geoplanning-15781	139	46	corrector	corrector	NOUN
geoplanning-15781	139	47	in	in	ADP
geoplanning-15781	139	48	the	the	DET
geoplanning-15781	139	49	sensor	sensor	NOUN
geoplanning-15781	139	50	.	.	PUNCT
geoplanning-15781	140	1	the	the	DET
geoplanning-15781	140	2	stacked	stack	VERB
geoplanning-15781	140	3	image	image	NOUN
geoplanning-15781	140	4	and	and	CCONJ
geoplanning-15781	140	5	the	the	DET
geoplanning-15781	140	6	respective	respective	ADJ
geoplanning-15781	140	7	pan	pan	NOUN
geoplanning-15781	140	8	image	image	NOUN
geoplanning-15781	140	9	of	of	ADP
geoplanning-15781	140	10	the	the	DET
geoplanning-15781	140	11	study	study	NOUN
geoplanning-15781	140	12	area	area	NOUN
geoplanning-15781	140	13	are	be	AUX
geoplanning-15781	140	14	subsets	subset	NOUN
geoplanning-15781	140	15	to	to	PART
geoplanning-15781	140	16	highlight	highlight	VERB
geoplanning-15781	140	17	the	the	DET
geoplanning-15781	140	18	area	area	NOUN
geoplanning-15781	140	19	of	of	ADP
geoplanning-15781	140	20	interest	interest	NOUN
geoplanning-15781	140	21	.	.	PUNCT
geoplanning-15781	141	1	since	since	SCONJ
geoplanning-15781	141	2	the	the	DET
geoplanning-15781	141	3	layer	layer	NOUN
geoplanning-15781	141	4	stacked	stack	VERB
geoplanning-15781	141	5	image	image	NOUN
geoplanning-15781	141	6	and	and	CCONJ
geoplanning-15781	141	7	pan	pan	NOUN
geoplanning-15781	141	8	image	image	NOUN
geoplanning-15781	141	9	are	be	AUX
geoplanning-15781	141	10	of	of	ADP
geoplanning-15781	141	11	different	different	ADJ
geoplanning-15781	141	12	resolutions	resolution	NOUN
geoplanning-15781	141	13	,	,	PUNCT
geoplanning-15781	141	14	they	they	PRON
geoplanning-15781	141	15	are	be	AUX
geoplanning-15781	141	16	subject	subject	ADJ
geoplanning-15781	141	17	to	to	ADP
geoplanning-15781	141	18	resolution	resolution	NOUN
geoplanning-15781	141	19	merge	merge	VERB
geoplanning-15781	141	20	in	in	ADP
geoplanning-15781	141	21	order	order	NOUN
geoplanning-15781	141	22	to	to	PART
geoplanning-15781	141	23	achieve	achieve	VERB
geoplanning-15781	141	24	a	a	DET
geoplanning-15781	141	25	unified	unified	ADJ
geoplanning-15781	141	26	resolution	resolution	NOUN
geoplanning-15781	141	27	of	of	ADP
geoplanning-15781	141	28	15	15	NUM
geoplanning-15781	141	29	m.	m.	NOUN
geoplanning-15781	141	30	the	the	DET
geoplanning-15781	141	31	resulting	result	VERB
geoplanning-15781	141	32	image	image	NOUN
geoplanning-15781	141	33	can	can	AUX
geoplanning-15781	141	34	be	be	AUX
geoplanning-15781	141	35	referred	refer	VERB
geoplanning-15781	141	36	to	to	ADP
geoplanning-15781	141	37	as	as	ADP
geoplanning-15781	141	38	the	the	DET
geoplanning-15781	141	39	target	target	NOUN
geoplanning-15781	141	40	image	image	NOUN
geoplanning-15781	141	41	.	.	PUNCT
geoplanning-15781	142	1	maximum	maximum	ADJ
geoplanning-15781	142	2	likelihood	likelihood	NOUN
geoplanning-15781	142	3	approach	approach	NOUN
geoplanning-15781	142	4	based	base	VERB
geoplanning-15781	142	5	parametric	parametric	ADJ
geoplanning-15781	142	6	supervised	supervised	ADJ
geoplanning-15781	142	7	classification	classification	NOUN
geoplanning-15781	142	8	was	be	AUX
geoplanning-15781	142	9	carried	carry	VERB
geoplanning-15781	142	10	out	out	ADP
geoplanning-15781	142	11	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	142	12	/	/	SYM
geoplanning-15781	142	13	geoplanning.5.1.1	geoplanning.5.1.1	ADJ
geoplanning-15781	142	14	-	-	PUNCT
geoplanning-15781	142	15	16	16	NUM
geoplanning-15781	142	16	kalluvetty	kalluvetty	NOUN
geoplanning-15781	142	17	and	and	CCONJ
geoplanning-15781	142	18	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	142	19	/	/	SYM
geoplanning-15781	142	20	geoplanning	geoplanning	NOUN
geoplanning-15781	142	21	:	:	PUNCT
geoplanning-15781	142	22	journal	journal	NOUN
geoplanning-15781	142	23	of	of	ADP
geoplanning-15781	142	24	geomatics	geomatics	PROPN
geoplanning-15781	142	25	and	and	CCONJ
geoplanning-15781	142	26	planning	planning	NOUN
geoplanning-15781	142	27	,	,	PUNCT
geoplanning-15781	142	28	vol	vol	NOUN
geoplanning-15781	142	29	5	5	NUM
geoplanning-15781	142	30	,	,	PUNCT
geoplanning-15781	142	31	no	no	DET
geoplanning-15781	142	32	1	1	NUM
geoplanning-15781	142	33	,	,	PUNCT
geoplanning-15781	142	34	2018	2018	NUM
geoplanning-15781	142	35	,	,	PUNCT
geoplanning-15781	142	36	1	1	NUM
geoplanning-15781	142	37	-	-	SYM
geoplanning-15781	142	38	16	16	NUM
geoplanning-15781	142	39	doi	doi	NOUN
geoplanning-15781	142	40	:	:	PUNCT
geoplanning-15781	142	41	10.14710	10.14710	NUM
geoplanning-15781	142	42	/	/	SYM
geoplanning-15781	142	43	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	142	44	-	-	NOUN
geoplanning-15781	142	45	16	16	NUM
geoplanning-15781	142	46	6	6	NUM
geoplanning-15781	143	1	|	|	NOUN
geoplanning-15781	143	2	satellite	satellite	NOUN
geoplanning-15781	143	3	data	data	PROPN
geoplanning-15781	143	4	data	datum	NOUN
geoplanning-15781	143	5	pre	pre	ADJ
geoplanning-15781	143	6	-	-	ADJ
geoplanning-15781	143	7	processing	processing	ADJ
geoplanning-15781	143	8	classification	classification	NOUN
geoplanning-15781	143	9	of	of	ADP
geoplanning-15781	143	10	respective	respective	ADJ
geoplanning-15781	143	11	data	datum	NOUN
geoplanning-15781	143	12	accuracy	accuracy	NOUN
geoplanning-15781	143	13	assessments	assessment	NOUN
geoplanning-15781	143	14			VERB
geoplanning-15781	143	15	layer	layer	NOUN
geoplanning-15781	143	16	stack	stack	NOUN
geoplanning-15781	143	17			VERB
geoplanning-15781	143	18	focal	focal	ADJ
geoplanning-15781	143	19	analysis	analysis	NOUN
geoplanning-15781	143	20			VERB
geoplanning-15781	143	21	subset	subset	VERB
geoplanning-15781	143	22			ADJ
geoplanning-15781	143	23	resolution	resolution	NOUN
geoplanning-15781	143	24	merge	merge	NOUN
geoplanning-15781	143	25	classes	class	NOUN
geoplanning-15781	143	26			VERB
geoplanning-15781	143	27	settlement	settlement	NOUN
geoplanning-15781	143	28			VERB
geoplanning-15781	143	29	forest	forest	NOUN
geoplanning-15781	143	30			VERB
geoplanning-15781	143	31	agriculture	agriculture	PROPN
geoplanning-15781	143	32			VERB
geoplanning-15781	143	33	river	river	NOUN
geoplanning-15781	143	34	bed	bed	NOUN
geoplanning-15781	143	35	/	/	SYM
geoplanning-15781	143	36	water	water	NOUN
geoplanning-15781	143	37	body	body	NOUN
geoplanning-15781	143	38			VERB
geoplanning-15781	143	39	open	open	ADJ
geoplanning-15781	143	40	land	land	NOUN
geoplanning-15781	143	41	predict	predict	VERB
geoplanning-15781	143	42	map	map	NOUN
geoplanning-15781	143	43	of	of	ADP
geoplanning-15781	143	44	2013	2013	NUM
geoplanning-15781	143	45	&	&	CCONJ
geoplanning-15781	143	46	2014	2014	NUM
geoplanning-15781	143	47	ca	ca	NOUN
geoplanning-15781	143	48	-	-	PUNCT
geoplanning-15781	143	49	markov	markov	NOUN
geoplanning-15781	143	50	model	model	NOUN
geoplanning-15781	143	51	predict	predict	VERB
geoplanning-15781	143	52	map	map	NOUN
geoplanning-15781	143	53	of	of	ADP
geoplanning-15781	143	54	2013	2013	NUM
geoplanning-15781	143	55	&	&	CCONJ
geoplanning-15781	143	56	2014	2014	NUM
geoplanning-15781	143	57	validation	validation	NOUN
geoplanning-15781	143	58	of	of	ADP
geoplanning-15781	143	59	map	map	NOUN
geoplanning-15781	143	60	(	(	PUNCT
geoplanning-15781	143	61	lulc	lulc	PROPN
geoplanning-15781	143	62	&	&	CCONJ
geoplanning-15781	143	63	predicted	predict	VERB
geoplanning-15781	143	64	map	map	NOUN
geoplanning-15781	143	65	of	of	ADP
geoplanning-15781	143	66	2013	2013	NUM
geoplanning-15781	143	67	&	&	CCONJ
geoplanning-15781	143	68	2014	2014	NUM
geoplanning-15781	143	69	)	)	PUNCT
geoplanning-15781	143	70	predict	predict	VERB
geoplanning-15781	143	71	future	future	ADJ
geoplanning-15781	143	72	trend	trend	NOUN
geoplanning-15781	143	73	if	if	SCONJ
geoplanning-15781	143	74	yes	yes	INTJ
geoplanning-15781	143	75	no	no	INTJ
geoplanning-15781	143	76	with	with	ADP
geoplanning-15781	143	77	70	70	NUM
geoplanning-15781	143	78	training	training	NOUN
geoplanning-15781	143	79	sets	set	NOUN
geoplanning-15781	143	80	for	for	ADP
geoplanning-15781	143	81	each	each	DET
geoplanning-15781	143	82	class	class	NOUN
geoplanning-15781	143	83	on	on	ADP
geoplanning-15781	143	84	the	the	DET
geoplanning-15781	143	85	target	target	NOUN
geoplanning-15781	143	86	images	image	NOUN
geoplanning-15781	143	87	,	,	PUNCT
geoplanning-15781	143	88	followed	follow	VERB
geoplanning-15781	143	89	by	by	ADP
geoplanning-15781	143	90	an	an	DET
geoplanning-15781	143	91	accuracy	accuracy	NOUN
geoplanning-15781	143	92	assessment	assessment	NOUN
geoplanning-15781	143	93	.	.	PUNCT
geoplanning-15781	144	1	the	the	DET
geoplanning-15781	144	2	supervised	supervised	ADJ
geoplanning-15781	144	3	classification	classification	NOUN
geoplanning-15781	144	4	meant	mean	VERB
geoplanning-15781	144	5	for	for	ADP
geoplanning-15781	144	6	preparation	preparation	NOUN
geoplanning-15781	144	7	of	of	ADP
geoplanning-15781	144	8	land	land	NOUN
geoplanning-15781	144	9	use	use	NOUN
geoplanning-15781	144	10	/	/	SYM
geoplanning-15781	144	11	land	land	NOUN
geoplanning-15781	144	12	cover	cover	NOUN
geoplanning-15781	144	13	based	base	VERB
geoplanning-15781	144	14	on	on	ADP
geoplanning-15781	144	15	five	five	NUM
geoplanning-15781	144	16	different	different	ADJ
geoplanning-15781	144	17	classes	class	NOUN
geoplanning-15781	144	18	,	,	PUNCT
geoplanning-15781	144	19	namely	namely	ADV
geoplanning-15781	144	20	,	,	PUNCT
geoplanning-15781	144	21	(	(	PUNCT
geoplanning-15781	144	22	i	i	NOUN
geoplanning-15781	144	23	)	)	PUNCT
geoplanning-15781	144	24	forest	forest	NOUN
geoplanning-15781	144	25	,	,	PUNCT
geoplanning-15781	144	26	(	(	PUNCT
geoplanning-15781	144	27	ii	ii	NOUN
geoplanning-15781	144	28	)	)	PUNCT
geoplanning-15781	144	29	settlements	settlement	NOUN
geoplanning-15781	144	30	,	,	PUNCT
geoplanning-15781	144	31	(	(	PUNCT
geoplanning-15781	144	32	iii	iii	X
geoplanning-15781	144	33	)	)	PUNCT
geoplanning-15781	144	34	agriculture	agriculture	NOUN
geoplanning-15781	144	35	,	,	PUNCT
geoplanning-15781	144	36	(	(	PUNCT
geoplanning-15781	144	37	iv	iv	X
geoplanning-15781	144	38	)	)	PUNCT
geoplanning-15781	144	39	water	water	NOUN
geoplanning-15781	144	40	body	body	NOUN
geoplanning-15781	144	41	and	and	CCONJ
geoplanning-15781	144	42	riverbed	riverbed	NOUN
geoplanning-15781	144	43	,	,	PUNCT
geoplanning-15781	144	44	(	(	PUNCT
geoplanning-15781	144	45	v	v	NOUN
geoplanning-15781	144	46	)	)	PUNCT
geoplanning-15781	144	47	open	open	ADJ
geoplanning-15781	144	48	land	land	NOUN
geoplanning-15781	144	49	.	.	PUNCT
geoplanning-15781	145	1	if	if	SCONJ
geoplanning-15781	145	2	the	the	DET
geoplanning-15781	145	3	resulting	result	VERB
geoplanning-15781	145	4	accuracy	accuracy	NOUN
geoplanning-15781	145	5	was	be	AUX
geoplanning-15781	145	6	satisfactory	satisfactory	ADJ
geoplanning-15781	145	7	,	,	PUNCT
geoplanning-15781	145	8	then	then	ADV
geoplanning-15781	145	9	classified	classify	VERB
geoplanning-15781	145	10	map	map	NOUN
geoplanning-15781	145	11	was	be	AUX
geoplanning-15781	145	12	prepared	prepare	VERB
geoplanning-15781	145	13	.	.	PUNCT
geoplanning-15781	146	1	making	make	VERB
geoplanning-15781	146	2	use	use	NOUN
geoplanning-15781	146	3	of	of	ADP
geoplanning-15781	146	4	the	the	DET
geoplanning-15781	146	5	ca	ca	NOUN
geoplanning-15781	146	6	-	-	PUNCT
geoplanning-15781	146	7	markov	markov	NOUN
geoplanning-15781	146	8	algorithm	algorithm	NOUN
geoplanning-15781	146	9	,	,	PUNCT
geoplanning-15781	146	10	predicted	predict	VERB
geoplanning-15781	146	11	maps	map	NOUN
geoplanning-15781	146	12	for	for	ADP
geoplanning-15781	146	13	the	the	DET
geoplanning-15781	146	14	years	year	NOUN
geoplanning-15781	146	15	2013	2013	NUM
geoplanning-15781	146	16	and	and	CCONJ
geoplanning-15781	146	17	2014	2014	NUM
geoplanning-15781	146	18	were	be	AUX
geoplanning-15781	146	19	prepared	prepare	VERB
geoplanning-15781	146	20	.	.	PUNCT
geoplanning-15781	147	1	prediction	prediction	NOUN
geoplanning-15781	147	2	was	be	AUX
geoplanning-15781	147	3	done	do	VERB
geoplanning-15781	147	4	by	by	ADP
geoplanning-15781	147	5	considering	consider	VERB
geoplanning-15781	147	6	different	different	ADJ
geoplanning-15781	147	7	temporal	temporal	ADJ
geoplanning-15781	147	8	data	datum	NOUN
geoplanning-15781	147	9	for	for	ADP
geoplanning-15781	147	10	the	the	DET
geoplanning-15781	147	11	time	time	NOUN
geoplanning-15781	147	12	period	period	NOUN
geoplanning-15781	147	13	between	between	ADP
geoplanning-15781	147	14	inputs	input	NOUN
geoplanning-15781	147	15	images	image	NOUN
geoplanning-15781	147	16	are	be	AUX
geoplanning-15781	147	17	1	1	NUM
geoplanning-15781	147	18	to	to	PART
geoplanning-15781	147	19	7	7	NUM
geoplanning-15781	147	20	years	year	NOUN
geoplanning-15781	147	21	.	.	PUNCT
geoplanning-15781	148	1	the	the	DET
geoplanning-15781	148	2	actual	actual	ADJ
geoplanning-15781	148	3	classified	classified	ADJ
geoplanning-15781	148	4	map	map	NOUN
geoplanning-15781	148	5	and	and	CCONJ
geoplanning-15781	148	6	the	the	DET
geoplanning-15781	148	7	predicted	predict	VERB
geoplanning-15781	148	8	map	map	NOUN
geoplanning-15781	148	9	of	of	ADP
geoplanning-15781	148	10	these	these	DET
geoplanning-15781	148	11	two	two	NUM
geoplanning-15781	148	12	years	year	NOUN
geoplanning-15781	148	13	are	be	AUX
geoplanning-15781	148	14	compared	compare	VERB
geoplanning-15781	148	15	and	and	CCONJ
geoplanning-15781	148	16	checked	check	VERB
geoplanning-15781	148	17	the	the	DET
geoplanning-15781	148	18	prediction	prediction	NOUN
geoplanning-15781	148	19	accuracy	accuracy	NOUN
geoplanning-15781	148	20	.	.	PUNCT
geoplanning-15781	149	1	proving	prove	VERB
geoplanning-15781	149	2	the	the	DET
geoplanning-15781	149	3	validation	validation	NOUN
geoplanning-15781	149	4	successful	successful	ADJ
geoplanning-15781	149	5	,	,	PUNCT
geoplanning-15781	149	6	the	the	DET
geoplanning-15781	149	7	future	future	ADJ
geoplanning-15781	149	8	trend	trend	NOUN
geoplanning-15781	149	9	was	be	AUX
geoplanning-15781	149	10	predicted	predict	VERB
geoplanning-15781	149	11	using	use	VERB
geoplanning-15781	149	12	the	the	DET
geoplanning-15781	149	13	model	model	NOUN
geoplanning-15781	149	14	accurately	accurately	ADV
geoplanning-15781	149	15	.	.	PUNCT
geoplanning-15781	150	1	year	year	NOUN
geoplanning-15781	150	2	wise	wise	ADJ
geoplanning-15781	150	3	future	future	ADJ
geoplanning-15781	150	4	trend	trend	NOUN
geoplanning-15781	150	5	is	be	AUX
geoplanning-15781	150	6	predicted	predict	VERB
geoplanning-15781	150	7	till	till	SCONJ
geoplanning-15781	150	8	2020	2020	NUM
geoplanning-15781	150	9	by	by	ADP
geoplanning-15781	150	10	the	the	DET
geoplanning-15781	150	11	same	same	ADJ
geoplanning-15781	150	12	method	method	NOUN
geoplanning-15781	150	13	.	.	PUNCT
geoplanning-15781	151	1	the	the	DET
geoplanning-15781	151	2	detailed	detailed	NOUN
geoplanning-15781	151	3	of	of	ADP
geoplanning-15781	151	4	research	research	NOUN
geoplanning-15781	151	5	framework	framework	NOUN
geoplanning-15781	151	6	is	be	AUX
geoplanning-15781	151	7	illustrated	illustrate	VERB
geoplanning-15781	151	8	in	in	ADP
geoplanning-15781	151	9	figure	figure	NOUN
geoplanning-15781	151	10	3	3	NUM
geoplanning-15781	151	11	.	.	PROPN
geoplanning-15781	151	12	2.5	2.5	NUM
geoplanning-15781	151	13	.	.	PUNCT
geoplanning-15781	152	1	markov	markov	PROPN
geoplanning-15781	152	2	chain	chain	NOUN
geoplanning-15781	152	3	model	model	NOUN
geoplanning-15781	152	4	markov	markov	PROPN
geoplanning-15781	152	5	model	model	NOUN
geoplanning-15781	152	6	has	have	AUX
geoplanning-15781	152	7	been	be	AUX
geoplanning-15781	152	8	extensively	extensively	ADV
geoplanning-15781	152	9	used	use	VERB
geoplanning-15781	152	10	in	in	ADP
geoplanning-15781	152	11	ecological	ecological	ADJ
geoplanning-15781	152	12	modeling	modeling	NOUN
geoplanning-15781	152	13	(	(	PUNCT
geoplanning-15781	152	14	brown	brown	PROPN
geoplanning-15781	152	15	et	et	PROPN
geoplanning-15781	152	16	al	al	PROPN
geoplanning-15781	152	17	.	.	PROPN
geoplanning-15781	152	18	,	,	PUNCT
geoplanning-15781	152	19	2000	2000	NUM
geoplanning-15781	152	20	;	;	PUNCT
geoplanning-15781	152	21	muller	muller	PROPN
geoplanning-15781	152	22	&	&	CCONJ
geoplanning-15781	152	23	middleton	middleton	PROPN
geoplanning-15781	152	24	,	,	PUNCT
geoplanning-15781	152	25	1994	1994	NUM
geoplanning-15781	152	26	)	)	PUNCT
geoplanning-15781	152	27	.	.	PUNCT
geoplanning-15781	153	1	markov	markov	PROPN
geoplanning-15781	153	2	model	model	NOUN
geoplanning-15781	153	3	takes	take	VERB
geoplanning-15781	153	4	into	into	ADP
geoplanning-15781	153	5	account	account	NOUN
geoplanning-15781	153	6	past	past	ADP
geoplanning-15781	153	7	states	state	NOUN
geoplanning-15781	153	8	to	to	PART
geoplanning-15781	153	9	predict	predict	VERB
geoplanning-15781	153	10	how	how	SCONJ
geoplanning-15781	153	11	a	a	DET
geoplanning-15781	153	12	particular	particular	ADJ
geoplanning-15781	153	13	variable	variable	ADJ
geoplanning-15781	153	14	changes	change	NOUN
geoplanning-15781	153	15	was	be	AUX
geoplanning-15781	153	16	done	do	VERB
geoplanning-15781	153	17	over	over	ADP
geoplanning-15781	153	18	time	time	NOUN
geoplanning-15781	153	19	.	.	PUNCT
geoplanning-15781	154	1	the	the	DET
geoplanning-15781	154	2	applicability	applicability	NOUN
geoplanning-15781	154	3	of	of	ADP
geoplanning-15781	154	4	markov	markov	NOUN
geoplanning-15781	154	5	model	model	NOUN
geoplanning-15781	154	6	in	in	ADP
geoplanning-15781	154	7	land	land	NOUN
geoplanning-15781	154	8	-	-	PUNCT
geoplanning-15781	154	9	use	use	NOUN
geoplanning-15781	154	10	change	change	NOUN
geoplanning-15781	154	11	modeling	modeling	NOUN
geoplanning-15781	154	12	is	be	AUX
geoplanning-15781	154	13	promising	promise	VERB
geoplanning-15781	154	14	because	because	SCONJ
geoplanning-15781	154	15	of	of	ADP
geoplanning-15781	154	16	its	its	PRON
geoplanning-15781	154	17	capability	capability	NOUN
geoplanning-15781	154	18	to	to	PART
geoplanning-15781	154	19	quantify	quantify	VERB
geoplanning-15781	154	20	not	not	PART
geoplanning-15781	154	21	only	only	ADV
geoplanning-15781	154	22	the	the	DET
geoplanning-15781	154	23	states	state	NOUN
geoplanning-15781	154	24	of	of	ADP
geoplanning-15781	154	25	alteration	alteration	NOUN
geoplanning-15781	154	26	between	between	ADP
geoplanning-15781	154	27	land	land	NOUN
geoplanning-15781	154	28	-	-	PUNCT
geoplanning-15781	154	29	use	use	NOUN
geoplanning-15781	154	30	types	type	NOUN
geoplanning-15781	154	31	but	but	CCONJ
geoplanning-15781	154	32	also	also	ADV
geoplanning-15781	154	33	the	the	DET
geoplanning-15781	154	34	rate	rate	NOUN
geoplanning-15781	154	35	of	of	ADP
geoplanning-15781	154	36	conversion	conversion	NOUN
geoplanning-15781	154	37	among	among	ADP
geoplanning-15781	154	38	the	the	DET
geoplanning-15781	154	39	land	land	NOUN
geoplanning-15781	154	40	-	-	PUNCT
geoplanning-15781	154	41	use	use	NOUN
geoplanning-15781	154	42	types	type	NOUN
geoplanning-15781	154	43	(	(	PUNCT
geoplanning-15781	154	44	sang	sing	VERB
geoplanning-15781	154	45	et	et	PROPN
geoplanning-15781	154	46	al	al	PROPN
geoplanning-15781	154	47	.	.	PROPN
geoplanning-15781	154	48	,	,	PUNCT
geoplanning-15781	154	49	2011	2011	NUM
geoplanning-15781	154	50	)	)	PUNCT
geoplanning-15781	154	51	.	.	PUNCT
geoplanning-15781	155	1	a	a	DET
geoplanning-15781	155	2	homogenous	homogenous	ADJ
geoplanning-15781	155	3	markov	markov	NOUN
geoplanning-15781	155	4	model	model	NOUN
geoplanning-15781	155	5	for	for	ADP
geoplanning-15781	155	6	predicting	predict	VERB
geoplanning-15781	155	7	land	land	NOUN
geoplanning-15781	155	8	-	-	PUNCT
geoplanning-15781	155	9	use	use	NOUN
geoplanning-15781	155	10	change	change	NOUN
geoplanning-15781	155	11	can	can	AUX
geoplanning-15781	155	12	be	be	AUX
geoplanning-15781	155	13	represented	represent	VERB
geoplanning-15781	155	14	mathematically	mathematically	ADV
geoplanning-15781	155	15	as	as	ADP
geoplanning-15781	155	16	equation	equation	NOUN
geoplanning-15781	155	17	1	1	NUM
geoplanning-15781	155	18	:	:	PUNCT
geoplanning-15781	155	19	𝐿(𝑡+1	𝐿(𝑡+1	NOUN
geoplanning-15781	155	20	)	)	PUNCT
geoplanning-15781	155	21	=	=	SYM
geoplanning-15781	155	22	𝑃𝑖𝑗	𝑃𝑖𝑗	PROPN
geoplanning-15781	155	23	∗	∗	NOUN
geoplanning-15781	155	24	𝐿(𝑡	𝐿(𝑡	CCONJ
geoplanning-15781	155	25	)	)	PUNCT
geoplanning-15781	155	26	…	…	PUNCT
geoplanning-15781	155	27	…	…	PUNCT
geoplanning-15781	155	28	…	…	PUNCT
geoplanning-15781	155	29	…	…	PUNCT
geoplanning-15781	155	30	…	…	PUNCT
geoplanning-15781	155	31	…	…	PUNCT
geoplanning-15781	155	32	…	…	PUNCT
geoplanning-15781	155	33	…	…	PUNCT
geoplanning-15781	155	34	…	…	PUNCT
geoplanning-15781	155	35	…	…	PUNCT
geoplanning-15781	155	36	…	…	PUNCT
geoplanning-15781	155	37	…	…	PUNCT
geoplanning-15781	155	38	……	……	NOUN
geoplanning-15781	155	39	……	……	NOUN
geoplanning-15781	155	40	……	……	NOUN
geoplanning-15781	155	41	……	……	NOUN
geoplanning-15781	155	42	……	……	NOUN
geoplanning-15781	155	43	……	……	NOUN
geoplanning-15781	155	44	……	……	NOUN
geoplanning-15781	155	45	……	……	NOUN
geoplanning-15781	155	46	……	……	NOUN
geoplanning-15781	155	47	……	……	NOUN
geoplanning-15781	155	48	……	……	NOUN
geoplanning-15781	155	49	(	(	PUNCT
geoplanning-15781	155	50	1	1	NUM
geoplanning-15781	155	51	)	)	PUNCT
geoplanning-15781	155	52	and	and	CCONJ
geoplanning-15781	155	53	[	[	PUNCT
geoplanning-15781	155	54	𝑃11	𝑃11	ADJ
geoplanning-15781	155	55	𝑃12	𝑃12	PROPN
geoplanning-15781	155	56	…	…	PUNCT
geoplanning-15781	155	57	𝑃𝑛	𝑃𝑛	PROPN
geoplanning-15781	155	58	𝑃21	𝑃21	PROPN
geoplanning-15781	155	59	𝑃22	𝑃22	PROPN
geoplanning-15781	155	60	…	…	PUNCT
geoplanning-15781	155	61	𝑃𝑛	𝑃𝑛	DET
geoplanning-15781	155	62	𝑃𝑛1	𝑃𝑛1	NOUN
geoplanning-15781	155	63	𝑃𝑛2	𝑃𝑛2	NOUN
geoplanning-15781	155	64	…	…	PUNCT
geoplanning-15781	155	65	𝑃𝑛𝑛	𝑃𝑛𝑛	PROPN
geoplanning-15781	155	66	]	]	PUNCT
geoplanning-15781	155	67	where	where	SCONJ
geoplanning-15781	155	68	,	,	PUNCT
geoplanning-15781	155	69	𝐿(𝑡+1	𝐿(𝑡+1	NOUN
geoplanning-15781	155	70	)	)	PUNCT
geoplanning-15781	155	71	and	and	CCONJ
geoplanning-15781	155	72	𝐿(𝑡	𝐿(𝑡	X
geoplanning-15781	155	73	)	)	PUNCT
geoplanning-15781	155	74	are	be	AUX
geoplanning-15781	155	75	the	the	DET
geoplanning-15781	155	76	land	land	NOUN
geoplanning-15781	155	77	-	-	PUNCT
geoplanning-15781	155	78	use	use	NOUN
geoplanning-15781	155	79	status	status	NOUN
geoplanning-15781	155	80	at	at	ADP
geoplanning-15781	155	81	time	time	NOUN
geoplanning-15781	155	82	t+1	t+1	PROPN
geoplanning-15781	155	83	and	and	CCONJ
geoplanning-15781	155	84	t	t	PROPN
geoplanning-15781	155	85	respectively	respectively	ADV
geoplanning-15781	155	86	.	.	PUNCT
geoplanning-15781	156	1	{	{	PUNCT
geoplanning-15781	156	2	and	and	CCONJ
geoplanning-15781	156	3	,	,	PUNCT
geoplanning-15781	156	4	}	}	PUNCT
geoplanning-15781	156	5	is	be	AUX
geoplanning-15781	156	6	the	the	DET
geoplanning-15781	156	7	transition	transition	NOUN
geoplanning-15781	156	8	probability	probability	NOUN
geoplanning-15781	156	9	matrix	matrix	NOUN
geoplanning-15781	156	10	in	in	ADP
geoplanning-15781	156	11	a	a	DET
geoplanning-15781	156	12	state	state	NOUN
geoplanning-15781	156	13	.	.	PUNCT
geoplanning-15781	157	1	2.6	2.6	NUM
geoplanning-15781	157	2	.	.	PUNCT
geoplanning-15781	157	3	ca	can	AUX
geoplanning-15781	157	4	-	-	PUNCT
geoplanning-15781	157	5	markov	markov	NOUN
geoplanning-15781	157	6	model	model	NOUN
geoplanning-15781	157	7	markov	markov	PROPN
geoplanning-15781	157	8	model	model	NOUN
geoplanning-15781	157	9	combines	combine	VERB
geoplanning-15781	157	10	with	with	ADP
geoplanning-15781	157	11	cellular	cellular	ADJ
geoplanning-15781	157	12	automata	automata	NOUN
geoplanning-15781	157	13	(	(	PUNCT
geoplanning-15781	157	14	ca	ca	NOUN
geoplanning-15781	157	15	)	)	PUNCT
geoplanning-15781	157	16	,	,	PUNCT
geoplanning-15781	157	17	is	be	AUX
geoplanning-15781	157	18	used	use	VERB
geoplanning-15781	157	19	to	to	PART
geoplanning-15781	157	20	predict	predict	VERB
geoplanning-15781	157	21	land	land	NOUN
geoplanning-15781	157	22	cover	cover	NOUN
geoplanning-15781	157	23	change	change	NOUN
geoplanning-15781	157	24	over	over	ADP
geoplanning-15781	157	25	time	time	NOUN
geoplanning-15781	157	26	(	(	PUNCT
geoplanning-15781	157	27	sang	sing	VERB
geoplanning-15781	157	28	et	et	PROPN
geoplanning-15781	157	29	al	al	PROPN
geoplanning-15781	157	30	.	.	PROPN
geoplanning-15781	157	31	,	,	PUNCT
geoplanning-15781	157	32	2011	2011	NUM
geoplanning-15781	157	33	)	)	PUNCT
geoplanning-15781	157	34	.	.	PUNCT
geoplanning-15781	158	1	it	it	PRON
geoplanning-15781	158	2	adds	add	VERB
geoplanning-15781	158	3	into	into	ADP
geoplanning-15781	158	4	markov	markov	NOUN
geoplanning-15781	158	5	model	model	NOUN
geoplanning-15781	158	6	not	not	PART
geoplanning-15781	158	7	only	only	ADV
geoplanning-15781	158	8	spatial	spatial	ADJ
geoplanning-15781	158	9	contiguity	contiguity	NOUN
geoplanning-15781	158	10	but	but	CCONJ
geoplanning-15781	158	11	also	also	ADV
geoplanning-15781	158	12	the	the	DET
geoplanning-15781	158	13	probable	probable	ADJ
geoplanning-15781	158	14	spatial	spatial	ADJ
geoplanning-15781	158	15	transitions	transition	NOUN
geoplanning-15781	158	16	occurring	occur	VERB
geoplanning-15781	158	17	in	in	ADP
geoplanning-15781	158	18	a	a	DET
geoplanning-15781	158	19	particular	particular	ADJ
geoplanning-15781	158	20	area	area	NOUN
geoplanning-15781	158	21	over	over	ADP
geoplanning-15781	158	22	time	time	NOUN
geoplanning-15781	158	23	.	.	PUNCT
geoplanning-15781	159	1	in	in	ADP
geoplanning-15781	159	2	ca	ca	NOUN
geoplanning-15781	159	3	-	-	PUNCT
geoplanning-15781	159	4	markov	markov	NOUN
geoplanning-15781	159	5	module	module	NOUN
geoplanning-15781	159	6	,	,	PUNCT
geoplanning-15781	159	7	the	the	DET
geoplanning-15781	159	8	basic	basic	ADJ
geoplanning-15781	159	9	land	land	NOUN
geoplanning-15781	159	10	cover	cover	NOUN
geoplanning-15781	159	11	image	image	NOUN
geoplanning-15781	159	12	is	be	AUX
geoplanning-15781	159	13	given	give	VERB
geoplanning-15781	159	14	as	as	ADP
geoplanning-15781	159	15	reference	reference	NOUN
geoplanning-15781	159	16	image	image	NOUN
geoplanning-15781	159	17	.	.	PUNCT
geoplanning-15781	160	1	in	in	ADP
geoplanning-15781	160	2	addition	addition	NOUN
geoplanning-15781	160	3	to	to	ADP
geoplanning-15781	160	4	that	that	DET
geoplanning-15781	160	5	markov	markov	NOUN
geoplanning-15781	160	6	transition	transition	NOUN
geoplanning-15781	160	7	area	area	NOUN
geoplanning-15781	160	8	,	,	PUNCT
geoplanning-15781	160	9	file	file	NOUN
geoplanning-15781	160	10	which	which	PRON
geoplanning-15781	160	11	is	be	AUX
geoplanning-15781	160	12	the	the	DET
geoplanning-15781	160	13	output	output	NOUN
geoplanning-15781	160	14	from	from	ADP
geoplanning-15781	160	15	markov	markov	NOUN
geoplanning-15781	160	16	chain	chain	NOUN
geoplanning-15781	160	17	and	and	CCONJ
geoplanning-15781	160	18	output	output	NOUN
geoplanning-15781	160	19	land	land	NOUN
geoplanning-15781	160	20	cover	cover	NOUN
geoplanning-15781	160	21	projection	projection	NOUN
geoplanning-15781	160	22	are	be	AUX
geoplanning-15781	160	23	required	require	VERB
geoplanning-15781	160	24	for	for	ADP
geoplanning-15781	160	25	simulation	simulation	NOUN
geoplanning-15781	160	26	.	.	PUNCT
geoplanning-15781	161	1	a	a	DET
geoplanning-15781	161	2	number	number	NOUN
geoplanning-15781	161	3	of	of	ADP
geoplanning-15781	161	4	cellular	cellular	ADJ
geoplanning-15781	161	5	automata	automata	NOUN
geoplanning-15781	161	6	iterations	iteration	NOUN
geoplanning-15781	161	7	,	,	PUNCT
geoplanning-15781	161	8	ca	can	AUX
geoplanning-15781	161	9	filter	filter	NOUN
geoplanning-15781	161	10	type	type	NOUN
geoplanning-15781	161	11	is	be	AUX
geoplanning-15781	161	12	the	the	DET
geoplanning-15781	161	13	important	important	ADJ
geoplanning-15781	161	14	process	process	NOUN
geoplanning-15781	161	15	parameter	parameter	NOUN
geoplanning-15781	161	16	which	which	PRON
geoplanning-15781	161	17	has	have	VERB
geoplanning-15781	161	18	to	to	PART
geoplanning-15781	161	19	be	be	AUX
geoplanning-15781	161	20	selected	select	VERB
geoplanning-15781	161	21	based	base	VERB
geoplanning-15781	161	22	on	on	ADP
geoplanning-15781	161	23	image	image	NOUN
geoplanning-15781	161	24	and	and	CCONJ
geoplanning-15781	161	25	output	output	NOUN
geoplanning-15781	161	26	requirement	requirement	NOUN
geoplanning-15781	161	27	.	.	PUNCT
geoplanning-15781	162	1	figure	figure	VERB
geoplanning-15781	162	2	3	3	NUM
geoplanning-15781	162	3	.	.	PUNCT
geoplanning-15781	162	4	framework	framework	NOUN
geoplanning-15781	162	5	of	of	ADP
geoplanning-15781	162	6	the	the	DET
geoplanning-15781	162	7	study	study	NOUN
geoplanning-15781	163	1	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	163	2	/	/	SYM
geoplanning-15781	163	3	geoplanning.5.1.1	geoplanning.5.1.1	ADJ
geoplanning-15781	163	4	-	-	PUNCT
geoplanning-15781	163	5	16	16	NUM
geoplanning-15781	163	6	kalluvetty	kalluvetty	NOUN
geoplanning-15781	163	7	and	and	CCONJ
geoplanning-15781	163	8	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	163	9	/	/	SYM
geoplanning-15781	163	10	geoplanning	geoplanning	NOUN
geoplanning-15781	163	11	:	:	PUNCT
geoplanning-15781	163	12	journal	journal	NOUN
geoplanning-15781	163	13	of	of	ADP
geoplanning-15781	163	14	geomatics	geomatics	PROPN
geoplanning-15781	163	15	and	and	CCONJ
geoplanning-15781	163	16	planning	planning	NOUN
geoplanning-15781	163	17	,	,	PUNCT
geoplanning-15781	163	18	vol	vol	NOUN
geoplanning-15781	163	19	5	5	NUM
geoplanning-15781	163	20	,	,	PUNCT
geoplanning-15781	163	21	no	no	DET
geoplanning-15781	163	22	1	1	NUM
geoplanning-15781	163	23	,	,	PUNCT
geoplanning-15781	163	24	2018	2018	NUM
geoplanning-15781	163	25	,	,	PUNCT
geoplanning-15781	163	26	1	1	NUM
geoplanning-15781	163	27	-	-	SYM
geoplanning-15781	163	28	16	16	NUM
geoplanning-15781	163	29	doi	doi	NOUN
geoplanning-15781	163	30	:	:	PUNCT
geoplanning-15781	163	31	10.14710	10.14710	NUM
geoplanning-15781	163	32	/	/	SYM
geoplanning-15781	163	33	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	163	34	-	-	NOUN
geoplanning-15781	163	35	16	16	NUM
geoplanning-15781	164	1	|	|	ADV
geoplanning-15781	164	2	7	7	NUM
geoplanning-15781	164	3	0	0	NUM
geoplanning-15781	164	4	5	5	NUM
geoplanning-15781	164	5	10	10	NUM
geoplanning-15781	164	6	15	15	NUM
geoplanning-15781	164	7	20	20	NUM
geoplanning-15781	164	8	25	25	NUM
geoplanning-15781	164	9	30	30	NUM
geoplanning-15781	164	10	35	35	NUM
geoplanning-15781	164	11	40	40	NUM
geoplanning-15781	164	12	45	45	NUM
geoplanning-15781	164	13	open	open	ADJ
geoplanning-15781	164	14	land	land	NOUN
geoplanning-15781	164	15	forest	forest	NOUN
geoplanning-15781	164	16	settlement	settlement	PROPN
geoplanning-15781	164	17	agriculture	agriculture	PROPN
geoplanning-15781	164	18	river	river	PROPN
geoplanning-15781	164	19	bed	bed	NOUN
geoplanning-15781	164	20	/	/	SYM
geoplanning-15781	164	21	water	water	NOUN
geoplanning-15781	164	22	body	body	NOUN
geoplanning-15781	164	23	p	p	PROPN
geoplanning-15781	164	24	er	er	INTJ
geoplanning-15781	164	25	ce	ce	PROPN
geoplanning-15781	164	26	n	n	ADV
geoplanning-15781	164	27	ta	ta	X
geoplanning-15781	165	1	ge	ge	PROPN
geoplanning-15781	166	1	o	o	X
geoplanning-15781	167	1	f	f	X
geoplanning-15781	167	2	c	c	NOUN
geoplanning-15781	167	3	h	h	PROPN
geoplanning-15781	167	4	an	an	DET
geoplanning-15781	167	5	ge	ge	PROPN
geoplanning-15781	167	6	lulc	lulc	PROPN
geoplanning-15781	167	7	classes	class	NOUN
geoplanning-15781	167	8	1999	1999	NUM
geoplanning-15781	167	9	2014	2014	NUM
geoplanning-15781	167	10	3	3	NUM
geoplanning-15781	167	11	.	.	PUNCT
geoplanning-15781	167	12	results	result	NOUN
geoplanning-15781	167	13	and	and	CCONJ
geoplanning-15781	167	14	discussion	discussion	NOUN
geoplanning-15781	167	15	3.1	3.1	NUM
geoplanning-15781	167	16	.	.	PUNCT
geoplanning-15781	168	1	temporal	temporal	ADJ
geoplanning-15781	168	2	lulc	lulc	PROPN
geoplanning-15781	168	3	change	change	NOUN
geoplanning-15781	168	4	interpretation	interpretation	NOUN
geoplanning-15781	168	5	the	the	DET
geoplanning-15781	168	6	lulc	lulc	PROPN
geoplanning-15781	168	7	percentage	percentage	NOUN
geoplanning-15781	168	8	and	and	CCONJ
geoplanning-15781	168	9	the	the	DET
geoplanning-15781	168	10	area	area	NOUN
geoplanning-15781	168	11	coverage	coverage	NOUN
geoplanning-15781	168	12	of	of	ADP
geoplanning-15781	168	13	each	each	DET
geoplanning-15781	168	14	land	land	NOUN
geoplanning-15781	168	15	category	category	NOUN
geoplanning-15781	168	16	were	be	AUX
geoplanning-15781	168	17	derived	derive	VERB
geoplanning-15781	168	18	from	from	ADP
geoplanning-15781	168	19	the	the	DET
geoplanning-15781	168	20	satellite	satellite	NOUN
geoplanning-15781	168	21	images	image	NOUN
geoplanning-15781	168	22	.	.	PUNCT
geoplanning-15781	169	1	classification	classification	NOUN
geoplanning-15781	169	2	of	of	ADP
geoplanning-15781	169	3	the	the	DET
geoplanning-15781	169	4	image	image	NOUN
geoplanning-15781	169	5	was	be	AUX
geoplanning-15781	169	6	done	do	VERB
geoplanning-15781	169	7	by	by	ADP
geoplanning-15781	169	8	supervised	supervised	ADJ
geoplanning-15781	169	9	classification	classification	NOUN
geoplanning-15781	169	10	.	.	PUNCT
geoplanning-15781	170	1	the	the	DET
geoplanning-15781	170	2	study	study	NOUN
geoplanning-15781	170	3	area	area	NOUN
geoplanning-15781	170	4	was	be	AUX
geoplanning-15781	170	5	classified	classify	VERB
geoplanning-15781	170	6	into	into	ADP
geoplanning-15781	170	7	five	five	NUM
geoplanning-15781	170	8	classes	class	NOUN
geoplanning-15781	170	9	as	as	SCONJ
geoplanning-15781	170	10	stated	state	VERB
geoplanning-15781	170	11	before	before	ADV
geoplanning-15781	170	12	.	.	PUNCT
geoplanning-15781	171	1	the	the	DET
geoplanning-15781	171	2	results	result	NOUN
geoplanning-15781	171	3	are	be	AUX
geoplanning-15781	171	4	illustrated	illustrate	VERB
geoplanning-15781	171	5	in	in	ADP
geoplanning-15781	171	6	table	table	NOUN
geoplanning-15781	171	7	2	2	NUM
geoplanning-15781	171	8	.	.	PUNCT
geoplanning-15781	172	1	it	it	PRON
geoplanning-15781	172	2	is	be	AUX
geoplanning-15781	172	3	be	be	AUX
geoplanning-15781	172	4	observed	observe	VERB
geoplanning-15781	172	5	that	that	SCONJ
geoplanning-15781	172	6	there	there	PRON
geoplanning-15781	172	7	is	be	VERB
geoplanning-15781	172	8	a	a	DET
geoplanning-15781	172	9	sharp	sharp	ADJ
geoplanning-15781	172	10	rise	rise	NOUN
geoplanning-15781	172	11	in	in	ADP
geoplanning-15781	172	12	the	the	DET
geoplanning-15781	172	13	area	area	NOUN
geoplanning-15781	172	14	of	of	ADP
geoplanning-15781	172	15	the	the	DET
geoplanning-15781	172	16	settlement	settlement	NOUN
geoplanning-15781	172	17	over	over	ADP
geoplanning-15781	172	18	time	time	NOUN
geoplanning-15781	172	19	.	.	PUNCT
geoplanning-15781	173	1	the	the	DET
geoplanning-15781	173	2	percentage	percentage	NOUN
geoplanning-15781	173	3	area	area	NOUN
geoplanning-15781	173	4	of	of	ADP
geoplanning-15781	173	5	the	the	DET
geoplanning-15781	173	6	settlement	settlement	NOUN
geoplanning-15781	173	7	in	in	ADP
geoplanning-15781	173	8	1999	1999	NUM
geoplanning-15781	173	9	was	be	AUX
geoplanning-15781	173	10	8.16	8.16	NUM
geoplanning-15781	173	11	%	%	NOUN
geoplanning-15781	173	12	and	and	CCONJ
geoplanning-15781	173	13	it	it	PRON
geoplanning-15781	173	14	has	have	AUX
geoplanning-15781	173	15	risen	rise	VERB
geoplanning-15781	173	16	to	to	ADP
geoplanning-15781	173	17	20.27	20.27	NUM
geoplanning-15781	173	18	%	%	NOUN
geoplanning-15781	173	19	in	in	ADP
geoplanning-15781	173	20	15	15	NUM
geoplanning-15781	173	21	years	year	NOUN
geoplanning-15781	173	22	and	and	CCONJ
geoplanning-15781	173	23	remarkable	remarkable	ADJ
geoplanning-15781	173	24	changes	change	NOUN
geoplanning-15781	173	25	are	be	AUX
geoplanning-15781	173	26	noted	note	VERB
geoplanning-15781	173	27	in	in	ADP
geoplanning-15781	173	28	agriculture	agriculture	NOUN
geoplanning-15781	173	29	where	where	SCONJ
geoplanning-15781	173	30	the	the	DET
geoplanning-15781	173	31	percentage	percentage	NOUN
geoplanning-15781	173	32	area	area	NOUN
geoplanning-15781	173	33	dropped	drop	VERB
geoplanning-15781	173	34	from	from	ADP
geoplanning-15781	173	35	28	28	NUM
geoplanning-15781	173	36	%	%	NOUN
geoplanning-15781	173	37	to	to	ADP
geoplanning-15781	173	38	13.03	13.03	NUM
geoplanning-15781	173	39	%	%	NOUN
geoplanning-15781	173	40	.	.	PUNCT
geoplanning-15781	174	1	it	it	PRON
geoplanning-15781	174	2	is	be	AUX
geoplanning-15781	174	3	also	also	ADV
geoplanning-15781	174	4	evident	evident	ADJ
geoplanning-15781	174	5	from	from	ADP
geoplanning-15781	174	6	the	the	DET
geoplanning-15781	174	7	table	table	NOUN
geoplanning-15781	174	8	2	2	NUM
geoplanning-15781	174	9	and	and	CCONJ
geoplanning-15781	174	10	figure	figure	VERB
geoplanning-15781	174	11	4	4	NUM
geoplanning-15781	174	12	that	that	SCONJ
geoplanning-15781	174	13	the	the	DET
geoplanning-15781	174	14	4.41	4.41	NUM
geoplanning-15781	174	15	%	%	NOUN
geoplanning-15781	174	16	deforestation	deforestation	NOUN
geoplanning-15781	174	17	was	be	AUX
geoplanning-15781	174	18	also	also	ADV
geoplanning-15781	174	19	taking	take	VERB
geoplanning-15781	174	20	place	place	NOUN
geoplanning-15781	174	21	in	in	ADP
geoplanning-15781	174	22	the	the	DET
geoplanning-15781	174	23	study	study	NOUN
geoplanning-15781	174	24	area	area	NOUN
geoplanning-15781	174	25	which	which	PRON
geoplanning-15781	174	26	is	be	AUX
geoplanning-15781	174	27	might	might	AUX
geoplanning-15781	174	28	be	be	AUX
geoplanning-15781	174	29	converted	convert	VERB
geoplanning-15781	174	30	to	to	ADP
geoplanning-15781	174	31	built	build	VERB
geoplanning-15781	174	32	-	-	PUNCT
geoplanning-15781	174	33	up	up	ADP
geoplanning-15781	174	34	areas	area	NOUN
geoplanning-15781	174	35	.	.	PUNCT
geoplanning-15781	175	1	so	so	ADV
geoplanning-15781	175	2	from	from	ADP
geoplanning-15781	175	3	the	the	DET
geoplanning-15781	175	4	given	give	VERB
geoplanning-15781	175	5	table	table	NOUN
geoplanning-15781	175	6	and	and	CCONJ
geoplanning-15781	175	7	figure	figure	NOUN
geoplanning-15781	175	8	it	it	PRON
geoplanning-15781	175	9	can	can	AUX
geoplanning-15781	175	10	strongly	strongly	ADV
geoplanning-15781	175	11	state	state	VERB
geoplanning-15781	175	12	that	that	SCONJ
geoplanning-15781	175	13	urban	urban	ADJ
geoplanning-15781	175	14	sprawl	sprawl	NOUN
geoplanning-15781	175	15	was	be	AUX
geoplanning-15781	175	16	already	already	ADV
geoplanning-15781	175	17	processed	process	VERB
geoplanning-15781	175	18	in	in	ADP
geoplanning-15781	175	19	the	the	DET
geoplanning-15781	175	20	study	study	NOUN
geoplanning-15781	175	21	area	area	NOUN
geoplanning-15781	175	22	over	over	ADP
geoplanning-15781	175	23	the	the	DET
geoplanning-15781	175	24	time	time	NOUN
geoplanning-15781	175	25	.	.	PUNCT
geoplanning-15781	176	1	table	table	NOUN
geoplanning-15781	176	2	2	2	NUM
geoplanning-15781	176	3	.	.	PUNCT
geoplanning-15781	176	4	changes	change	NOUN
geoplanning-15781	176	5	in	in	ADP
geoplanning-15781	176	6	lulc	lulc	PROPN
geoplanning-15781	176	7	in	in	ADP
geoplanning-15781	176	8	between	between	ADP
geoplanning-15781	176	9	1999	1999	NUM
geoplanning-15781	176	10	-	-	SYM
geoplanning-15781	176	11	2014	2014	NUM
geoplanning-15781	176	12	lulc	lulc	PROPN
geoplanning-15781	176	13	classes	class	NOUN
geoplanning-15781	176	14	1999	1999	NUM
geoplanning-15781	176	15	2014	2014	NUM
geoplanning-15781	176	16	area	area	NOUN
geoplanning-15781	176	17	(	(	PUNCT
geoplanning-15781	176	18	km²	km²	NOUN
geoplanning-15781	176	19	)	)	PUNCT
geoplanning-15781	176	20	area	area	NOUN
geoplanning-15781	176	21	(	(	PUNCT
geoplanning-15781	176	22	%	%	INTJ
geoplanning-15781	176	23	)	)	PUNCT
geoplanning-15781	176	24	area	area	NOUN
geoplanning-15781	176	25	(	(	PUNCT
geoplanning-15781	176	26	km²	km²	NOUN
geoplanning-15781	176	27	)	)	PUNCT
geoplanning-15781	176	28	area	area	NOUN
geoplanning-15781	176	29	(	(	PUNCT
geoplanning-15781	176	30	%	%	INTJ
geoplanning-15781	176	31	)	)	PUNCT
geoplanning-15781	176	32	open	open	ADJ
geoplanning-15781	176	33	land	land	NOUN
geoplanning-15781	176	34	120	120	NUM
geoplanning-15781	176	35	34.80	34.80	NUM
geoplanning-15781	176	36	145	145	NUM
geoplanning-15781	176	37	41.14	41.14	NUM
geoplanning-15781	176	38	forest	forest	NOUN
geoplanning-15781	176	39	100	100	NUM
geoplanning-15781	176	40	28.36	28.36	NUM
geoplanning-15781	176	41	84	84	NUM
geoplanning-15781	176	42	23.95	23.95	NUM
geoplanning-15781	176	43	settlement	settlement	NOUN
geoplanning-15781	176	44	29	29	NUM
geoplanning-15781	176	45	8.16	8.16	NUM
geoplanning-15781	176	46	71	71	NUM
geoplanning-15781	176	47	20.27	20.27	NUM
geoplanning-15781	176	48	agriculture	agriculture	NOUN
geoplanning-15781	176	49	91	91	NUM
geoplanning-15781	176	50	27.86	27.86	NUM
geoplanning-15781	176	51	46	46	NUM
geoplanning-15781	176	52	13.03	13.03	NUM
geoplanning-15781	176	53	river	river	NOUN
geoplanning-15781	176	54	bed	bed	NOUN
geoplanning-15781	176	55	/	/	SYM
geoplanning-15781	176	56	water	water	NOUN
geoplanning-15781	176	57	body	body	NOUN
geoplanning-15781	176	58	5	5	NUM
geoplanning-15781	176	59	1.53	1.53	NUM
geoplanning-15781	176	60	6	6	NUM
geoplanning-15781	176	61	1.60	1.60	NUM
geoplanning-15781	176	62	total	total	NOUN
geoplanning-15781	176	63	351	351	NUM
geoplanning-15781	176	64	100	100	NUM
geoplanning-15781	176	65	351	351	NUM
geoplanning-15781	176	66	100	100	NUM
geoplanning-15781	176	67	figure	figure	NOUN
geoplanning-15781	176	68	4	4	NUM
geoplanning-15781	176	69	.	.	PUNCT
geoplanning-15781	176	70	lulc	lulc	PROPN
geoplanning-15781	176	71	changes	change	NOUN
geoplanning-15781	176	72	in	in	ADP
geoplanning-15781	176	73	between	between	ADP
geoplanning-15781	176	74	19992014	19992014	NUM
geoplanning-15781	176	75	3.2	3.2	NUM
geoplanning-15781	176	76	.	.	PUNCT
geoplanning-15781	177	1	lulc	lulc	VERB
geoplanning-15781	177	2	classification	classification	NOUN
geoplanning-15781	177	3	of	of	ADP
geoplanning-15781	177	4	2013	2013	NUM
geoplanning-15781	177	5	and	and	CCONJ
geoplanning-15781	177	6	2014	2014	NUM
geoplanning-15781	177	7	parametric	parametric	ADJ
geoplanning-15781	177	8	supervised	supervised	ADJ
geoplanning-15781	177	9	classification	classification	NOUN
geoplanning-15781	177	10	technique	technique	NOUN
geoplanning-15781	177	11	was	be	AUX
geoplanning-15781	177	12	considered	consider	VERB
geoplanning-15781	177	13	to	to	PART
geoplanning-15781	177	14	understand	understand	VERB
geoplanning-15781	177	15	the	the	DET
geoplanning-15781	177	16	lulc	lulc	PROPN
geoplanning-15781	177	17	of	of	ADP
geoplanning-15781	177	18	the	the	DET
geoplanning-15781	177	19	study	study	NOUN
geoplanning-15781	177	20	area	area	NOUN
geoplanning-15781	177	21	in	in	ADP
geoplanning-15781	177	22	the	the	DET
geoplanning-15781	177	23	year	year	NOUN
geoplanning-15781	177	24	of	of	ADP
geoplanning-15781	177	25	2013	2013	NUM
geoplanning-15781	177	26	and	and	CCONJ
geoplanning-15781	177	27	2014	2014	NUM
geoplanning-15781	177	28	(	(	PUNCT
geoplanning-15781	177	29	see	see	VERB
geoplanning-15781	177	30	figure	figure	NOUN
geoplanning-15781	177	31	5	5	NUM
geoplanning-15781	177	32	)	)	PUNCT
geoplanning-15781	177	33	.	.	PUNCT
geoplanning-15781	178	1	for	for	ADP
geoplanning-15781	178	2	the	the	DET
geoplanning-15781	178	3	change	change	NOUN
geoplanning-15781	178	4	analysis	analysis	NOUN
geoplanning-15781	178	5	lulc	lulc	AUX
geoplanning-15781	178	6	classification	classification	NOUN
geoplanning-15781	178	7	(	(	PUNCT
geoplanning-15781	178	8	figure	figure	NOUN
geoplanning-15781	178	9	5a	5a	NUM
geoplanning-15781	178	10	)	)	PUNCT
geoplanning-15781	178	11	for	for	ADP
geoplanning-15781	178	12	2013	2013	NUM
geoplanning-15781	178	13	has	have	AUX
geoplanning-15781	178	14	been	be	AUX
geoplanning-15781	178	15	done	do	VERB
geoplanning-15781	178	16	with	with	ADP
geoplanning-15781	178	17	an	an	DET
geoplanning-15781	178	18	accuracy	accuracy	NOUN
geoplanning-15781	178	19	of	of	ADP
geoplanning-15781	178	20	80.0	80.0	NUM
geoplanning-15781	178	21	%	%	NOUN
geoplanning-15781	178	22	and	and	CCONJ
geoplanning-15781	178	23	the	the	DET
geoplanning-15781	178	24	overall	overall	ADJ
geoplanning-15781	178	25	kappa	kappa	PROPN
geoplanning-15781	178	26	statistics	statistics	PROPN
geoplanning-15781	178	27	is	be	AUX
geoplanning-15781	178	28	0.7561	0.7561	NUM
geoplanning-15781	178	29	.	.	PUNCT
geoplanning-15781	179	1	2014	2014	NUM
geoplanning-15781	179	2	lulc	lulc	PROPN
geoplanning-15781	179	3	classification	classification	NOUN
geoplanning-15781	179	4	(	(	PUNCT
geoplanning-15781	179	5	figure	figure	NOUN
geoplanning-15781	179	6	5b	5b	NUM
geoplanning-15781	179	7	)	)	PUNCT
geoplanning-15781	179	8	has	have	AUX
geoplanning-15781	179	9	been	be	AUX
geoplanning-15781	179	10	done	do	VERB
geoplanning-15781	179	11	with	with	ADP
geoplanning-15781	179	12	an	an	DET
geoplanning-15781	179	13	accuracy	accuracy	NOUN
geoplanning-15781	179	14	of	of	ADP
geoplanning-15781	179	15	90	90	NUM
geoplanning-15781	179	16	%	%	NOUN
geoplanning-15781	179	17	with	with	ADP
geoplanning-15781	179	18	overall	overall	ADJ
geoplanning-15781	179	19	kappa	kappa	PROPN
geoplanning-15781	179	20	statistics	statistics	PROPN
geoplanning-15781	179	21	0.8678	0.8678	NUM
geoplanning-15781	179	22	.	.	PUNCT
geoplanning-15781	180	1	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	180	2	/	/	SYM
geoplanning-15781	180	3	geoplanning.5.1.1	geoplanning.5.1.1	ADJ
geoplanning-15781	180	4	-	-	PUNCT
geoplanning-15781	180	5	16	16	NUM
geoplanning-15781	180	6	kalluvetty	kalluvetty	NOUN
geoplanning-15781	180	7	and	and	CCONJ
geoplanning-15781	180	8	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	180	9	/	/	SYM
geoplanning-15781	180	10	geoplanning	geoplanning	NOUN
geoplanning-15781	180	11	:	:	PUNCT
geoplanning-15781	180	12	journal	journal	NOUN
geoplanning-15781	180	13	of	of	ADP
geoplanning-15781	180	14	geomatics	geomatics	PROPN
geoplanning-15781	180	15	and	and	CCONJ
geoplanning-15781	180	16	planning	planning	NOUN
geoplanning-15781	180	17	,	,	PUNCT
geoplanning-15781	180	18	vol	vol	NOUN
geoplanning-15781	180	19	5	5	NUM
geoplanning-15781	180	20	,	,	PUNCT
geoplanning-15781	180	21	no	no	DET
geoplanning-15781	180	22	1	1	NUM
geoplanning-15781	180	23	,	,	PUNCT
geoplanning-15781	180	24	2018	2018	NUM
geoplanning-15781	180	25	,	,	PUNCT
geoplanning-15781	180	26	1	1	NUM
geoplanning-15781	180	27	-	-	SYM
geoplanning-15781	180	28	16	16	NUM
geoplanning-15781	180	29	doi	doi	NOUN
geoplanning-15781	180	30	:	:	PUNCT
geoplanning-15781	180	31	10.14710	10.14710	NUM
geoplanning-15781	180	32	/	/	SYM
geoplanning-15781	180	33	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	180	34	-	-	ADJ
geoplanning-15781	180	35	16	16	NUM
geoplanning-15781	180	36	8	8	NUM
geoplanning-15781	180	37	|	|	NOUN
geoplanning-15781	180	38	figure	figure	NOUN
geoplanning-15781	180	39	5	5	NUM
geoplanning-15781	180	40	.	.	PUNCT
geoplanning-15781	181	1	(	(	PUNCT
geoplanning-15781	181	2	a	a	X
geoplanning-15781	181	3	)	)	PUNCT
geoplanning-15781	181	4	lulc	lulc	PROPN
geoplanning-15781	181	5	map	map	NOUN
geoplanning-15781	181	6	of	of	ADP
geoplanning-15781	181	7	2013	2013	NUM
geoplanning-15781	181	8	(	(	PUNCT
geoplanning-15781	181	9	b	b	NOUN
geoplanning-15781	181	10	)	)	PUNCT
geoplanning-15781	181	11	lulc	lulc	PROPN
geoplanning-15781	181	12	map	map	NOUN
geoplanning-15781	181	13	of	of	ADP
geoplanning-15781	181	14	2014	2014	NUM
geoplanning-15781	181	15	.	.	PUNCT
geoplanning-15781	182	1	3.3	3.3	NUM
geoplanning-15781	182	2	.	.	PUNCT
geoplanning-15781	183	1	validation	validation	NOUN
geoplanning-15781	183	2	testing	testing	NOUN
geoplanning-15781	183	3	between	between	ADP
geoplanning-15781	183	4	projected	project	VERB
geoplanning-15781	183	5	and	and	CCONJ
geoplanning-15781	183	6	reference	reference	NOUN
geoplanning-15781	183	7	lulc	lulc	PROPN
geoplanning-15781	183	8	we	we	PRON
geoplanning-15781	183	9	tested	test	VERB
geoplanning-15781	183	10	the	the	DET
geoplanning-15781	183	11	output	output	NOUN
geoplanning-15781	183	12	lulc	lulc	PROPN
geoplanning-15781	183	13	maps	map	NOUN
geoplanning-15781	183	14	of	of	ADP
geoplanning-15781	183	15	the	the	DET
geoplanning-15781	183	16	year	year	NOUN
geoplanning-15781	183	17	2013	2013	NUM
geoplanning-15781	183	18	and	and	CCONJ
geoplanning-15781	183	19	2014	2014	NUM
geoplanning-15781	183	20	and	and	CCONJ
geoplanning-15781	183	21	validate	validate	VERB
geoplanning-15781	183	22	the	the	DET
geoplanning-15781	183	23	classified	classified	ADJ
geoplanning-15781	183	24	maps	map	NOUN
geoplanning-15781	183	25	with	with	ADP
geoplanning-15781	183	26	the	the	DET
geoplanning-15781	183	27	existing	exist	VERB
geoplanning-15781	183	28	lulc	lulc	PROPN
geoplanning-15781	183	29	maps	map	NOUN
geoplanning-15781	183	30	of	of	ADP
geoplanning-15781	183	31	the	the	DET
geoplanning-15781	183	32	study	study	NOUN
geoplanning-15781	183	33	area	area	NOUN
geoplanning-15781	183	34	.	.	PUNCT
geoplanning-15781	184	1	the	the	DET
geoplanning-15781	184	2	validation	validation	NOUN
geoplanning-15781	184	3	of	of	ADP
geoplanning-15781	184	4	the	the	DET
geoplanning-15781	184	5	predicted	predict	VERB
geoplanning-15781	184	6	trend	trend	NOUN
geoplanning-15781	184	7	is	be	AUX
geoplanning-15781	184	8	carried	carry	VERB
geoplanning-15781	184	9	out	out	ADP
geoplanning-15781	184	10	by	by	ADP
geoplanning-15781	184	11	estimating	estimate	VERB
geoplanning-15781	184	12	the	the	DET
geoplanning-15781	184	13	kappa	kappa	ADJ
geoplanning-15781	184	14	statistics	statistic	NOUN
geoplanning-15781	184	15	of	of	ADP
geoplanning-15781	184	16	the	the	DET
geoplanning-15781	184	17	comparison	comparison	NOUN
geoplanning-15781	184	18	between	between	ADP
geoplanning-15781	184	19	projected	project	VERB
geoplanning-15781	184	20	and	and	CCONJ
geoplanning-15781	184	21	reference	reference	NOUN
geoplanning-15781	184	22	lulc	lulc	PROPN
geoplanning-15781	184	23	map	map	NOUN
geoplanning-15781	184	24	for	for	ADP
geoplanning-15781	184	25	the	the	DET
geoplanning-15781	184	26	years	year	NOUN
geoplanning-15781	184	27	2013	2013	NUM
geoplanning-15781	184	28	and	and	CCONJ
geoplanning-15781	184	29	2014	2014	NUM
geoplanning-15781	184	30	.	.	PUNCT
geoplanning-15781	185	1	the	the	DET
geoplanning-15781	185	2	kappa	kappa	PROPN
geoplanning-15781	185	3	statistic	statistic	PROPN
geoplanning-15781	185	4	was	be	AUX
geoplanning-15781	185	5	calculated	calculate	VERB
geoplanning-15781	185	6	for	for	ADP
geoplanning-15781	185	7	all	all	DET
geoplanning-15781	185	8	the	the	DET
geoplanning-15781	185	9	prediction	prediction	NOUN
geoplanning-15781	185	10	maps	map	NOUN
geoplanning-15781	185	11	.	.	PUNCT
geoplanning-15781	186	1	the	the	DET
geoplanning-15781	186	2	prediction	prediction	NOUN
geoplanning-15781	186	3	with	with	ADP
geoplanning-15781	186	4	the	the	DET
geoplanning-15781	186	5	input	input	NOUN
geoplanning-15781	186	6	images	image	NOUN
geoplanning-15781	186	7	with	with	ADP
geoplanning-15781	186	8	time	time	NOUN
geoplanning-15781	186	9	gap	gap	NOUN
geoplanning-15781	186	10	of	of	ADP
geoplanning-15781	186	11	one	one	NUM
geoplanning-15781	186	12	year	year	NOUN
geoplanning-15781	186	13	to	to	ADP
geoplanning-15781	186	14	seven	seven	NUM
geoplanning-15781	186	15	years	year	NOUN
geoplanning-15781	186	16	.	.	PUNCT
geoplanning-15781	187	1	table	table	NOUN
geoplanning-15781	187	2	3	3	NUM
geoplanning-15781	187	3	shows	show	VERB
geoplanning-15781	187	4	the	the	DET
geoplanning-15781	187	5	validation	validation	NOUN
geoplanning-15781	187	6	result	result	NOUN
geoplanning-15781	187	7	using	use	VERB
geoplanning-15781	187	8	the	the	DET
geoplanning-15781	187	9	kappa	kappa	ADJ
geoplanning-15781	187	10	values	value	NOUN
geoplanning-15781	187	11	.	.	PUNCT
geoplanning-15781	188	1	table	table	NOUN
geoplanning-15781	188	2	3	3	NUM
geoplanning-15781	188	3	.	.	PUNCT
geoplanning-15781	188	4	validation	validation	NOUN
geoplanning-15781	188	5	table	table	NOUN
geoplanning-15781	188	6	time	time	NOUN
geoplanning-15781	188	7	interval	interval	NOUN
geoplanning-15781	188	8	(	(	PUNCT
geoplanning-15781	188	9	year	year	NOUN
geoplanning-15781	188	10	)	)	PUNCT
geoplanning-15781	188	11	2013	2013	NUM
geoplanning-15781	188	12	kappa	kappa	PROPN
geoplanning-15781	188	13	statistics	statistic	NOUN
geoplanning-15781	188	14	2014	2014	NUM
geoplanning-15781	188	15	kappa	kappa	PROPN
geoplanning-15781	188	16	statistics	statistic	NOUN
geoplanning-15781	188	17	1	1	NUM
geoplanning-15781	188	18	0.6008	0.6008	NUM
geoplanning-15781	188	19	0.6003	0.6003	NUM
geoplanning-15781	188	20	2	2	NUM
geoplanning-15781	188	21	0.6528	0.6528	NUM
geoplanning-15781	188	22	0.6910	0.6910	NUM
geoplanning-15781	188	23	3	3	NUM
geoplanning-15781	188	24	0.6762	0.6762	NUM
geoplanning-15781	188	25	0.7028	0.7028	NUM
geoplanning-15781	188	26	4	4	NUM
geoplanning-15781	188	27	0.5975	0.5975	NUM
geoplanning-15781	188	28	0.7249	0.7249	NUM
geoplanning-15781	188	29	5	5	NUM
geoplanning-15781	188	30	0.6908	0.6908	NUM
geoplanning-15781	189	1	0.7275	0.7275	NUM
geoplanning-15781	189	2	6	6	NUM
geoplanning-15781	189	3	0.6563	0.6563	NUM
geoplanning-15781	189	4	0.6169	0.6169	NUM
geoplanning-15781	189	5	7	7	NUM
geoplanning-15781	189	6	0.6375	0.6375	NUM
geoplanning-15781	189	7	0.6521	0.6521	NUM
geoplanning-15781	189	8	3.4	3.4	NUM
geoplanning-15781	189	9	.	.	PUNCT
geoplanning-15781	190	1	comparative	comparative	ADJ
geoplanning-15781	190	2	analysis	analysis	NOUN
geoplanning-15781	190	3	of	of	ADP
geoplanning-15781	190	4	actual	actual	ADJ
geoplanning-15781	190	5	lulc	lulc	PROPN
geoplanning-15781	190	6	map	map	NOUN
geoplanning-15781	190	7	and	and	CCONJ
geoplanning-15781	190	8	predicted	predict	VERB
geoplanning-15781	190	9	maps	map	NOUN
geoplanning-15781	190	10	in	in	ADP
geoplanning-15781	190	11	the	the	DET
geoplanning-15781	190	12	first	first	ADJ
geoplanning-15781	190	13	case	case	NOUN
geoplanning-15781	190	14	of	of	ADP
geoplanning-15781	190	15	predicted	predict	VERB
geoplanning-15781	190	16	lulc	lulc	PROPN
geoplanning-15781	190	17	map	map	NOUN
geoplanning-15781	190	18	of	of	ADP
geoplanning-15781	190	19	2013	2013	NUM
geoplanning-15781	190	20	of	of	ADP
geoplanning-15781	190	21	the	the	DET
geoplanning-15781	190	22	study	study	NOUN
geoplanning-15781	190	23	area	area	NOUN
geoplanning-15781	190	24	,	,	PUNCT
geoplanning-15781	190	25	the	the	DET
geoplanning-15781	190	26	prediction	prediction	NOUN
geoplanning-15781	190	27	has	have	AUX
geoplanning-15781	190	28	been	be	AUX
geoplanning-15781	190	29	done	do	VERB
geoplanning-15781	190	30	on	on	ADP
geoplanning-15781	190	31	the	the	DET
geoplanning-15781	190	32	basis	basis	NOUN
geoplanning-15781	190	33	of	of	ADP
geoplanning-15781	190	34	a	a	DET
geoplanning-15781	190	35	one	one	NUM
geoplanning-15781	190	36	-	-	PUNCT
geoplanning-15781	190	37	year	year	NOUN
geoplanning-15781	190	38	temporal	temporal	ADJ
geoplanning-15781	190	39	gap	gap	NOUN
geoplanning-15781	190	40	.	.	PUNCT
geoplanning-15781	191	1	lulc	lulc	PROPN
geoplanning-15781	191	2	map	map	NOUN
geoplanning-15781	191	3	of	of	ADP
geoplanning-15781	191	4	2011	2011	NUM
geoplanning-15781	191	5	and	and	CCONJ
geoplanning-15781	191	6	lulc	lulc	PROPN
geoplanning-15781	191	7	map	map	NOUN
geoplanning-15781	191	8	of	of	ADP
geoplanning-15781	191	9	2012	2012	NUM
geoplanning-15781	191	10	has	have	AUX
geoplanning-15781	191	11	been	be	AUX
geoplanning-15781	191	12	taken	take	VERB
geoplanning-15781	191	13	as	as	ADP
geoplanning-15781	191	14	input	input	NOUN
geoplanning-15781	191	15	.	.	PUNCT
geoplanning-15781	192	1	it	it	PRON
geoplanning-15781	192	2	is	be	AUX
geoplanning-15781	192	3	clearly	clearly	ADV
geoplanning-15781	192	4	shown	show	VERB
geoplanning-15781	192	5	in	in	ADP
geoplanning-15781	192	6	the	the	DET
geoplanning-15781	192	7	following	follow	VERB
geoplanning-15781	192	8	(	(	PUNCT
geoplanning-15781	192	9	see	see	VERB
geoplanning-15781	192	10	figure	figure	NOUN
geoplanning-15781	192	11	6	6	NUM
geoplanning-15781	192	12	(	(	PUNCT
geoplanning-15781	192	13	ai	ai	PROPN
geoplanning-15781	192	14	,	,	PUNCT
geoplanning-15781	192	15	aii	aii	PROPN
geoplanning-15781	192	16	,	,	PUNCT
geoplanning-15781	192	17	aiii	aiii	ADJ
geoplanning-15781	192	18	)	)	PUNCT
geoplanning-15781	192	19	)	)	PUNCT
geoplanning-15781	192	20	that	that	PRON
geoplanning-15781	192	21	open	open	VERB
geoplanning-15781	192	22	land	land	NOUN
geoplanning-15781	192	23	and	and	CCONJ
geoplanning-15781	192	24	settlement	settlement	NOUN
geoplanning-15781	192	25	class	class	NOUN
geoplanning-15781	192	26	has	have	AUX
geoplanning-15781	192	27	been	be	AUX
geoplanning-15781	192	28	increased	increase	VERB
geoplanning-15781	192	29	at	at	ADP
geoplanning-15781	192	30	a	a	DET
geoplanning-15781	192	31	major	major	ADJ
geoplanning-15781	192	32	portion	portion	NOUN
geoplanning-15781	192	33	.	.	PUNCT
geoplanning-15781	193	1	however	however	ADV
geoplanning-15781	193	2	,	,	PUNCT
geoplanning-15781	193	3	there	there	PRON
geoplanning-15781	193	4	was	be	VERB
geoplanning-15781	193	5	very	very	ADV
geoplanning-15781	193	6	little	little	ADJ
geoplanning-15781	193	7	change	change	NOUN
geoplanning-15781	193	8	in	in	ADP
geoplanning-15781	193	9	agriculture	agriculture	NOUN
geoplanning-15781	193	10	and	and	CCONJ
geoplanning-15781	193	11	forest	forest	NOUN
geoplanning-15781	193	12	class	class	NOUN
geoplanning-15781	193	13	.	.	PUNCT
geoplanning-15781	194	1	in	in	ADP
geoplanning-15781	194	2	the	the	DET
geoplanning-15781	194	3	second	second	ADJ
geoplanning-15781	194	4	case	case	NOUN
geoplanning-15781	194	5	with	with	ADP
geoplanning-15781	194	6	the	the	DET
geoplanning-15781	194	7	temporal	temporal	ADJ
geoplanning-15781	194	8	change	change	NOUN
geoplanning-15781	194	9	at	at	ADP
geoplanning-15781	194	10	a	a	DET
geoplanning-15781	194	11	gap	gap	NOUN
geoplanning-15781	194	12	of	of	ADP
geoplanning-15781	194	13	two	two	NUM
geoplanning-15781	194	14	years	year	NOUN
geoplanning-15781	194	15	,	,	PUNCT
geoplanning-15781	194	16	there	there	PRON
geoplanning-15781	194	17	is	be	VERB
geoplanning-15781	194	18	a	a	DET
geoplanning-15781	194	19	marked	mark	VERB
geoplanning-15781	194	20	increase	increase	NOUN
geoplanning-15781	194	21	in	in	ADP
geoplanning-15781	194	22	settlements	settlement	NOUN
geoplanning-15781	194	23	(	(	PUNCT
geoplanning-15781	194	24	see	see	VERB
geoplanning-15781	194	25	figure	figure	NOUN
geoplanning-15781	194	26	6	6	NUM
geoplanning-15781	194	27	(	(	PUNCT
geoplanning-15781	194	28	bi	bi	NOUN
geoplanning-15781	194	29	,	,	PUNCT
geoplanning-15781	194	30	bii	bii	PROPN
geoplanning-15781	194	31	,	,	PUNCT
geoplanning-15781	194	32	biii	biii	NOUN
geoplanning-15781	194	33	)	)	PUNCT
geoplanning-15781	194	34	)	)	PUNCT
geoplanning-15781	194	35	.	.	PUNCT
geoplanning-15781	195	1	in	in	ADP
geoplanning-15781	195	2	this	this	DET
geoplanning-15781	195	3	case	case	NOUN
geoplanning-15781	195	4	,	,	PUNCT
geoplanning-15781	195	5	lulc	lulc	PROPN
geoplanning-15781	195	6	map	map	NOUN
geoplanning-15781	195	7	of	of	ADP
geoplanning-15781	195	8	2009	2009	NUM
geoplanning-15781	195	9	and	and	CCONJ
geoplanning-15781	195	10	lulc	lulc	PROPN
geoplanning-15781	195	11	map	map	NOUN
geoplanning-15781	195	12	of	of	ADP
geoplanning-15781	195	13	2011	2011	NUM
geoplanning-15781	195	14	has	have	AUX
geoplanning-15781	195	15	been	be	AUX
geoplanning-15781	195	16	taken	take	VERB
geoplanning-15781	195	17	as	as	ADP
geoplanning-15781	195	18	input	input	NOUN
geoplanning-15781	195	19	.	.	PUNCT
geoplanning-15781	196	1	it	it	PRON
geoplanning-15781	196	2	was	be	AUX
geoplanning-15781	196	3	also	also	ADV
geoplanning-15781	196	4	showing	show	VERB
geoplanning-15781	196	5	considerable	considerable	ADJ
geoplanning-15781	196	6	changes	change	NOUN
geoplanning-15781	196	7	in	in	ADP
geoplanning-15781	196	8	the	the	DET
geoplanning-15781	196	9	agricultural	agricultural	ADJ
geoplanning-15781	196	10	area	area	NOUN
geoplanning-15781	196	11	that	that	PRON
geoplanning-15781	196	12	has	have	AUX
geoplanning-15781	196	13	been	be	AUX
geoplanning-15781	196	14	decreased	decrease	VERB
geoplanning-15781	196	15	in	in	ADP
geoplanning-15781	196	16	2013	2013	NUM
geoplanning-15781	196	17	output	output	NOUN
geoplanning-15781	196	18	.	.	PUNCT
geoplanning-15781	197	1	in	in	ADP
geoplanning-15781	197	2	the	the	DET
geoplanning-15781	197	3	third	third	ADJ
geoplanning-15781	197	4	case	case	NOUN
geoplanning-15781	197	5	,	,	PUNCT
geoplanning-15781	197	6	change	change	VERB
geoplanning-15781	197	7	analysis	analysis	NOUN
geoplanning-15781	197	8	was	be	AUX
geoplanning-15781	197	9	made	make	VERB
geoplanning-15781	197	10	on	on	ADP
geoplanning-15781	197	11	the	the	DET
geoplanning-15781	197	12	basis	basis	NOUN
geoplanning-15781	197	13	three	three	NUM
geoplanning-15781	197	14	years	year	NOUN
geoplanning-15781	197	15	gap	gap	NOUN
geoplanning-15781	197	16	.	.	PUNCT
geoplanning-15781	198	1	for	for	ADP
geoplanning-15781	198	2	which	which	PRON
geoplanning-15781	198	3	lulc	lulc	PROPN
geoplanning-15781	198	4	map	map	NOUN
geoplanning-15781	198	5	of	of	ADP
geoplanning-15781	198	6	2007	2007	NUM
geoplanning-15781	198	7	and	and	CCONJ
geoplanning-15781	198	8	lulc	lulc	PROPN
geoplanning-15781	198	9	map	map	NOUN
geoplanning-15781	198	10	of	of	ADP
geoplanning-15781	198	11	2010	2010	NUM
geoplanning-15781	198	12	have	have	AUX
geoplanning-15781	198	13	been	be	AUX
geoplanning-15781	198	14	taken	take	VERB
geoplanning-15781	198	15	as	as	ADP
geoplanning-15781	198	16	inputs	input	NOUN
geoplanning-15781	198	17	.	.	PUNCT
geoplanning-15781	199	1	there	there	PRON
geoplanning-15781	199	2	was	be	VERB
geoplanning-15781	199	3	a	a	DET
geoplanning-15781	199	4	marked	mark	VERB
geoplanning-15781	199	5	reduction	reduction	NOUN
geoplanning-15781	199	6	of	of	ADP
geoplanning-15781	199	7	agricultural	agricultural	ADJ
geoplanning-15781	199	8	land	land	NOUN
geoplanning-15781	199	9	observed	observe	VERB
geoplanning-15781	199	10	in	in	ADP
geoplanning-15781	199	11	the	the	DET
geoplanning-15781	199	12	predicted	predict	VERB
geoplanning-15781	199	13	lulc	lulc	PROPN
geoplanning-15781	199	14	map	map	NOUN
geoplanning-15781	199	15	of	of	ADP
geoplanning-15781	199	16	2013	2013	NUM
geoplanning-15781	199	17	(	(	PUNCT
geoplanning-15781	199	18	see	see	VERB
geoplanning-15781	199	19	figure	figure	NOUN
geoplanning-15781	199	20	6	6	NUM
geoplanning-15781	199	21	(	(	PUNCT
geoplanning-15781	199	22	ci	ci	PROPN
geoplanning-15781	199	23	,	,	PUNCT
geoplanning-15781	199	24	cii	cii	PROPN
geoplanning-15781	199	25	,	,	PUNCT
geoplanning-15781	199	26	ciii	ciii	PROPN
geoplanning-15781	199	27	)	)	PUNCT
geoplanning-15781	199	28	)	)	PUNCT
geoplanning-15781	199	29	.	.	PUNCT
geoplanning-15781	200	1	the	the	DET
geoplanning-15781	200	2	results	result	NOUN
geoplanning-15781	200	3	are	be	AUX
geoplanning-15781	200	4	showing	show	VERB
geoplanning-15781	200	5	rapid	rapid	ADJ
geoplanning-15781	200	6	changes	change	NOUN
geoplanning-15781	200	7	with	with	ADP
geoplanning-15781	200	8	increased	increase	VERB
geoplanning-15781	200	9	open	open	ADJ
geoplanning-15781	200	10	land	land	NOUN
geoplanning-15781	200	11	and	and	CCONJ
geoplanning-15781	200	12	settlement	settlement	NOUN
geoplanning-15781	200	13	areas	area	NOUN
geoplanning-15781	200	14	.	.	PUNCT
geoplanning-15781	201	1	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	201	2	/	/	SYM
geoplanning-15781	201	3	geoplanning.5.1.1	geoplanning.5.1.1	ADJ
geoplanning-15781	201	4	-	-	PUNCT
geoplanning-15781	201	5	16	16	NUM
geoplanning-15781	201	6	kalluvetty	kalluvetty	NOUN
geoplanning-15781	201	7	and	and	CCONJ
geoplanning-15781	201	8	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	201	9	/	/	SYM
geoplanning-15781	201	10	geoplanning	geoplanning	NOUN
geoplanning-15781	201	11	:	:	PUNCT
geoplanning-15781	201	12	journal	journal	NOUN
geoplanning-15781	201	13	of	of	ADP
geoplanning-15781	201	14	geomatics	geomatics	PROPN
geoplanning-15781	201	15	and	and	CCONJ
geoplanning-15781	201	16	planning	planning	NOUN
geoplanning-15781	201	17	,	,	PUNCT
geoplanning-15781	201	18	vol	vol	NOUN
geoplanning-15781	201	19	5	5	NUM
geoplanning-15781	201	20	,	,	PUNCT
geoplanning-15781	201	21	no	no	DET
geoplanning-15781	201	22	1	1	NUM
geoplanning-15781	201	23	,	,	PUNCT
geoplanning-15781	201	24	2018	2018	NUM
geoplanning-15781	201	25	,	,	PUNCT
geoplanning-15781	201	26	1	1	NUM
geoplanning-15781	201	27	-	-	SYM
geoplanning-15781	201	28	16	16	NUM
geoplanning-15781	201	29	doi	doi	NOUN
geoplanning-15781	201	30	:	:	PUNCT
geoplanning-15781	201	31	10.14710	10.14710	NUM
geoplanning-15781	201	32	/	/	SYM
geoplanning-15781	201	33	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	201	34	-	-	NOUN
geoplanning-15781	201	35	16	16	NUM
geoplanning-15781	202	1	|	|	CCONJ
geoplanning-15781	202	2	9	9	NUM
geoplanning-15781	202	3	figure	figure	NOUN
geoplanning-15781	202	4	6	6	NUM
geoplanning-15781	202	5	.	.	PUNCT
geoplanning-15781	203	1	(	(	PUNCT
geoplanning-15781	203	2	ai	ai	PROPN
geoplanning-15781	203	3	)	)	PUNCT
geoplanning-15781	203	4	lulc	lulc	PROPN
geoplanning-15781	203	5	map	map	NOUN
geoplanning-15781	203	6	of	of	ADP
geoplanning-15781	203	7	2011	2011	NUM
geoplanning-15781	203	8	(	(	PUNCT
geoplanning-15781	203	9	aii	aii	PROPN
geoplanning-15781	203	10	)	)	PUNCT
geoplanning-15781	203	11	lulc	lulc	PROPN
geoplanning-15781	203	12	map	map	NOUN
geoplanning-15781	203	13	of	of	ADP
geoplanning-15781	203	14	2012	2012	NUM
geoplanning-15781	203	15	(	(	PUNCT
geoplanning-15781	203	16	aiii	aiii	ADV
geoplanning-15781	203	17	)	)	PUNCT
geoplanning-15781	203	18	predicted	predict	VERB
geoplanning-15781	203	19	map	map	NOUN
geoplanning-15781	203	20	of	of	ADP
geoplanning-15781	203	21	2013	2013	NUM
geoplanning-15781	203	22	;	;	PUNCT
geoplanning-15781	203	23	(	(	PUNCT
geoplanning-15781	203	24	bi	bi	NOUN
geoplanning-15781	203	25	)	)	PUNCT
geoplanning-15781	203	26	lulc	lulc	PROPN
geoplanning-15781	203	27	map	map	NOUN
geoplanning-15781	203	28	of	of	ADP
geoplanning-15781	203	29	2009	2009	NUM
geoplanning-15781	203	30	(	(	PUNCT
geoplanning-15781	203	31	bii	bii	NOUN
geoplanning-15781	203	32	)	)	PUNCT
geoplanning-15781	203	33	lulc	lulc	PROPN
geoplanning-15781	203	34	map	map	NOUN
geoplanning-15781	203	35	of	of	ADP
geoplanning-15781	203	36	2011	2011	NUM
geoplanning-15781	203	37	(	(	PUNCT
geoplanning-15781	203	38	biii	biii	NOUN
geoplanning-15781	203	39	)	)	PUNCT
geoplanning-15781	203	40	predicted	predict	VERB
geoplanning-15781	203	41	map	map	NOUN
geoplanning-15781	203	42	of	of	ADP
geoplanning-15781	203	43	2013	2013	NUM
geoplanning-15781	203	44	;	;	PUNCT
geoplanning-15781	203	45	(	(	PUNCT
geoplanning-15781	203	46	ci	ci	NOUN
geoplanning-15781	203	47	)	)	PUNCT
geoplanning-15781	203	48	lulc	lulc	PROPN
geoplanning-15781	203	49	map	map	NOUN
geoplanning-15781	203	50	of	of	ADP
geoplanning-15781	203	51	2007	2007	NUM
geoplanning-15781	203	52	(	(	PUNCT
geoplanning-15781	203	53	cii	cii	PROPN
geoplanning-15781	203	54	)	)	PUNCT
geoplanning-15781	203	55	lulc	lulc	PROPN
geoplanning-15781	203	56	map	map	NOUN
geoplanning-15781	203	57	of	of	ADP
geoplanning-15781	203	58	2010	2010	NUM
geoplanning-15781	203	59	(	(	PUNCT
geoplanning-15781	203	60	ciii	ciii	PROPN
geoplanning-15781	203	61	)	)	PUNCT
geoplanning-15781	203	62	predicted	predict	VERB
geoplanning-15781	203	63	map	map	NOUN
geoplanning-15781	203	64	of	of	ADP
geoplanning-15781	203	65	2013	2013	NUM
geoplanning-15781	203	66	in	in	ADP
geoplanning-15781	203	67	the	the	DET
geoplanning-15781	203	68	fourth	fourth	ADJ
geoplanning-15781	203	69	case	case	NOUN
geoplanning-15781	203	70	change	change	NOUN
geoplanning-15781	203	71	analysis	analysis	NOUN
geoplanning-15781	203	72	has	have	AUX
geoplanning-15781	203	73	been	be	AUX
geoplanning-15781	203	74	done	do	VERB
geoplanning-15781	203	75	on	on	ADP
geoplanning-15781	203	76	the	the	DET
geoplanning-15781	203	77	basis	basis	NOUN
geoplanning-15781	203	78	of	of	ADP
geoplanning-15781	203	79	a	a	DET
geoplanning-15781	203	80	gap	gap	NOUN
geoplanning-15781	203	81	of	of	ADP
geoplanning-15781	203	82	four	four	NUM
geoplanning-15781	203	83	years	year	NOUN
geoplanning-15781	203	84	that	that	PRON
geoplanning-15781	203	85	was	be	AUX
geoplanning-15781	203	86	from	from	ADP
geoplanning-15781	203	87	2005	2005	NUM
geoplanning-15781	203	88	to	to	ADP
geoplanning-15781	203	89	2009	2009	NUM
geoplanning-15781	203	90	and	and	CCONJ
geoplanning-15781	203	91	from	from	ADP
geoplanning-15781	203	92	2009	2009	NUM
geoplanning-15781	203	93	to	to	ADP
geoplanning-15781	203	94	2013	2013	NUM
geoplanning-15781	203	95	(	(	PUNCT
geoplanning-15781	203	96	see	see	VERB
geoplanning-15781	203	97	figure	figure	NOUN
geoplanning-15781	203	98	7	7	NUM
geoplanning-15781	203	99	(	(	PUNCT
geoplanning-15781	203	100	ai	ai	PROPN
geoplanning-15781	203	101	,	,	PUNCT
geoplanning-15781	203	102	aii	aii	PROPN
geoplanning-15781	203	103	,	,	PUNCT
geoplanning-15781	203	104	aiii	aiii	PRON
geoplanning-15781	203	105	)	)	PUNCT
geoplanning-15781	203	106	.	.	PUNCT
geoplanning-15781	204	1	in	in	ADP
geoplanning-15781	204	2	this	this	DET
geoplanning-15781	204	3	case	case	NOUN
geoplanning-15781	204	4	,	,	PUNCT
geoplanning-15781	204	5	lulc	lulc	PROPN
geoplanning-15781	204	6	map	map	NOUN
geoplanning-15781	204	7	of	of	ADP
geoplanning-15781	204	8	2005	2005	NUM
geoplanning-15781	204	9	and	and	CCONJ
geoplanning-15781	204	10	2009	2009	NUM
geoplanning-15781	204	11	has	have	AUX
geoplanning-15781	204	12	been	be	AUX
geoplanning-15781	204	13	taken	take	VERB
geoplanning-15781	204	14	as	as	ADP
geoplanning-15781	204	15	input	input	NOUN
geoplanning-15781	204	16	for	for	ADP
geoplanning-15781	204	17	the	the	DET
geoplanning-15781	204	18	prediction	prediction	NOUN
geoplanning-15781	204	19	of	of	ADP
geoplanning-15781	204	20	lulc	lulc	PROPN
geoplanning-15781	204	21	of	of	ADP
geoplanning-15781	204	22	the	the	DET
geoplanning-15781	204	23	year	year	NOUN
geoplanning-15781	204	24	2013	2013	NUM
geoplanning-15781	204	25	.	.	PUNCT
geoplanning-15781	205	1	it	it	PRON
geoplanning-15781	205	2	is	be	AUX
geoplanning-15781	205	3	very	very	ADV
geoplanning-15781	205	4	clear	clear	ADJ
geoplanning-15781	205	5	from	from	ADP
geoplanning-15781	205	6	the	the	DET
geoplanning-15781	205	7	following	follow	VERB
geoplanning-15781	205	8	figure	figure	NOUN
geoplanning-15781	205	9	that	that	SCONJ
geoplanning-15781	205	10	settlement	settlement	NOUN
geoplanning-15781	205	11	class	class	NOUN
geoplanning-15781	205	12	has	have	AUX
geoplanning-15781	205	13	been	be	AUX
geoplanning-15781	205	14	increased	increase	VERB
geoplanning-15781	205	15	by	by	ADP
geoplanning-15781	205	16	a	a	DET
geoplanning-15781	205	17	big	big	ADJ
geoplanning-15781	205	18	amount	amount	NOUN
geoplanning-15781	205	19	of	of	ADP
geoplanning-15781	205	20	percentage	percentage	NOUN
geoplanning-15781	205	21	.	.	PUNCT
geoplanning-15781	206	1	however	however	ADV
geoplanning-15781	206	2	,	,	PUNCT
geoplanning-15781	206	3	there	there	PRON
geoplanning-15781	206	4	is	be	VERB
geoplanning-15781	206	5	a	a	DET
geoplanning-15781	206	6	marked	mark	VERB
geoplanning-15781	206	7	reduction	reduction	NOUN
geoplanning-15781	206	8	in	in	ADP
geoplanning-15781	206	9	agricultural	agricultural	ADJ
geoplanning-15781	206	10	fields	field	NOUN
geoplanning-15781	206	11	.	.	PUNCT
geoplanning-15781	207	1	some	some	PRON
geoplanning-15781	207	2	of	of	ADP
geoplanning-15781	207	3	the	the	DET
geoplanning-15781	207	4	agriculture	agriculture	NOUN
geoplanning-15781	207	5	lands	land	NOUN
geoplanning-15781	207	6	have	have	AUX
geoplanning-15781	207	7	been	be	AUX
geoplanning-15781	207	8	converted	convert	VERB
geoplanning-15781	207	9	into	into	ADP
geoplanning-15781	207	10	an	an	DET
geoplanning-15781	207	11	open	open	ADJ
geoplanning-15781	207	12	area	area	NOUN
geoplanning-15781	207	13	.	.	PUNCT
geoplanning-15781	208	1	in	in	ADP
geoplanning-15781	208	2	the	the	DET
geoplanning-15781	208	3	fifth	fifth	ADJ
geoplanning-15781	208	4	case	case	NOUN
geoplanning-15781	208	5	,	,	PUNCT
geoplanning-15781	208	6	change	change	VERB
geoplanning-15781	208	7	analysis	analysis	NOUN
geoplanning-15781	208	8	has	have	AUX
geoplanning-15781	208	9	been	be	AUX
geoplanning-15781	208	10	done	do	VERB
geoplanning-15781	208	11	on	on	ADP
geoplanning-15781	208	12	the	the	DET
geoplanning-15781	208	13	basis	basis	NOUN
geoplanning-15781	208	14	of	of	ADP
geoplanning-15781	208	15	a	a	DET
geoplanning-15781	208	16	gap	gap	NOUN
geoplanning-15781	208	17	of	of	ADP
geoplanning-15781	208	18	five	five	NUM
geoplanning-15781	208	19	years	year	NOUN
geoplanning-15781	208	20	(	(	PUNCT
geoplanning-15781	208	21	see	see	VERB
geoplanning-15781	208	22	figure	figure	NOUN
geoplanning-15781	208	23	7	7	NUM
geoplanning-15781	208	24	(	(	PUNCT
geoplanning-15781	208	25	bi	bi	NOUN
geoplanning-15781	208	26	,	,	PUNCT
geoplanning-15781	208	27	bii	bii	PROPN
geoplanning-15781	208	28	,	,	PUNCT
geoplanning-15781	208	29	biii	biii	NOUN
geoplanning-15781	208	30	)	)	PUNCT
geoplanning-15781	208	31	.	.	PUNCT
geoplanning-15781	209	1	in	in	ADP
geoplanning-15781	209	2	this	this	DET
geoplanning-15781	209	3	case	case	NOUN
geoplanning-15781	209	4	,	,	PUNCT
geoplanning-15781	209	5	lulc	lulc	PROPN
geoplanning-15781	209	6	map	map	NOUN
geoplanning-15781	209	7	of	of	ADP
geoplanning-15781	209	8	the	the	DET
geoplanning-15781	209	9	year	year	NOUN
geoplanning-15781	209	10	2003	2003	NUM
geoplanning-15781	209	11	and	and	CCONJ
geoplanning-15781	209	12	2008	2008	NUM
geoplanning-15781	209	13	has	have	AUX
geoplanning-15781	209	14	been	be	AUX
geoplanning-15781	209	15	taken	take	VERB
geoplanning-15781	209	16	as	as	ADP
geoplanning-15781	209	17	input	input	NOUN
geoplanning-15781	209	18	for	for	ADP
geoplanning-15781	209	19	the	the	DET
geoplanning-15781	209	20	prediction	prediction	NOUN
geoplanning-15781	209	21	of	of	ADP
geoplanning-15781	209	22	the	the	DET
geoplanning-15781	209	23	year	year	NOUN
geoplanning-15781	209	24	2013	2013	NUM
geoplanning-15781	209	25	.	.	PUNCT
geoplanning-15781	210	1	it	it	PRON
geoplanning-15781	210	2	has	have	AUX
geoplanning-15781	210	3	been	be	AUX
geoplanning-15781	210	4	observed	observe	VERB
geoplanning-15781	210	5	that	that	SCONJ
geoplanning-15781	210	6	there	there	PRON
geoplanning-15781	210	7	was	be	VERB
geoplanning-15781	210	8	a	a	DET
geoplanning-15781	210	9	clear	clear	ADJ
geoplanning-15781	210	10	change	change	NOUN
geoplanning-15781	210	11	in	in	ADP
geoplanning-15781	210	12	terms	term	NOUN
geoplanning-15781	210	13	of	of	ADP
geoplanning-15781	210	14	increase	increase	NOUN
geoplanning-15781	210	15	for	for	ADP
geoplanning-15781	210	16	class	class	NOUN
geoplanning-15781	210	17	settlements	settlement	NOUN
geoplanning-15781	210	18	and	and	CCONJ
geoplanning-15781	210	19	surprisingly	surprisingly	ADV
geoplanning-15781	210	20	agriculture	agriculture	NOUN
geoplanning-15781	210	21	land	land	NOUN
geoplanning-15781	210	22	was	be	AUX
geoplanning-15781	210	23	also	also	ADV
geoplanning-15781	210	24	increased	increase	VERB
geoplanning-15781	210	25	by	by	ADP
geoplanning-15781	210	26	area	area	NOUN
geoplanning-15781	210	27	.	.	PUNCT
geoplanning-15781	211	1	in	in	ADP
geoplanning-15781	211	2	the	the	DET
geoplanning-15781	211	3	sixth	sixth	ADJ
geoplanning-15781	211	4	case	case	NOUN
geoplanning-15781	211	5	,	,	PUNCT
geoplanning-15781	211	6	change	change	VERB
geoplanning-15781	211	7	analysis	analysis	NOUN
geoplanning-15781	211	8	has	have	AUX
geoplanning-15781	211	9	been	be	AUX
geoplanning-15781	211	10	done	do	VERB
geoplanning-15781	211	11	on	on	ADP
geoplanning-15781	211	12	the	the	DET
geoplanning-15781	211	13	basis	basis	NOUN
geoplanning-15781	211	14	of	of	ADP
geoplanning-15781	211	15	a	a	DET
geoplanning-15781	211	16	gap	gap	NOUN
geoplanning-15781	211	17	of	of	ADP
geoplanning-15781	211	18	six	six	NUM
geoplanning-15781	211	19	years	year	NOUN
geoplanning-15781	211	20	that	that	PRON
geoplanning-15781	211	21	is	be	AUX
geoplanning-15781	211	22	from	from	ADP
geoplanning-15781	211	23	the	the	DET
geoplanning-15781	211	24	year	year	NOUN
geoplanning-15781	211	25	1999	1999	NUM
geoplanning-15781	211	26	to	to	ADP
geoplanning-15781	211	27	2005	2005	NUM
geoplanning-15781	211	28	and	and	CCONJ
geoplanning-15781	211	29	from	from	ADP
geoplanning-15781	211	30	2005	2005	NUM
geoplanning-15781	211	31	to	to	ADP
geoplanning-15781	211	32	2013	2013	NUM
geoplanning-15781	211	33	(	(	PUNCT
geoplanning-15781	211	34	see	see	VERB
geoplanning-15781	211	35	figure	figure	NOUN
geoplanning-15781	211	36	7	7	NUM
geoplanning-15781	211	37	(	(	PUNCT
geoplanning-15781	211	38	ci	ci	PROPN
geoplanning-15781	211	39	,	,	PUNCT
geoplanning-15781	211	40	cii	cii	PROPN
geoplanning-15781	211	41	,	,	PUNCT
geoplanning-15781	211	42	ciii	ciii	PROPN
geoplanning-15781	211	43	)	)	PUNCT
geoplanning-15781	211	44	.	.	PUNCT
geoplanning-15781	212	1	as	as	SCONJ
geoplanning-15781	212	2	it	it	PRON
geoplanning-15781	212	3	is	be	AUX
geoplanning-15781	212	4	clear	clear	ADJ
geoplanning-15781	212	5	that	that	SCONJ
geoplanning-15781	212	6	lulc	lulc	PROPN
geoplanning-15781	212	7	map	map	NOUN
geoplanning-15781	212	8	of	of	ADP
geoplanning-15781	212	9	the	the	DET
geoplanning-15781	212	10	year	year	NOUN
geoplanning-15781	212	11	1999	1999	NUM
geoplanning-15781	212	12	and	and	CCONJ
geoplanning-15781	212	13	2005	2005	NUM
geoplanning-15781	212	14	has	have	AUX
geoplanning-15781	212	15	been	be	AUX
geoplanning-15781	212	16	taken	take	VERB
geoplanning-15781	212	17	as	as	ADP
geoplanning-15781	212	18	input	input	NOUN
geoplanning-15781	212	19	for	for	ADP
geoplanning-15781	212	20	the	the	DET
geoplanning-15781	212	21	prediction	prediction	NOUN
geoplanning-15781	212	22	of	of	ADP
geoplanning-15781	212	23	lulc	lulc	PROPN
geoplanning-15781	212	24	of	of	ADP
geoplanning-15781	212	25	the	the	DET
geoplanning-15781	212	26	year	year	NOUN
geoplanning-15781	212	27	2013	2013	NUM
geoplanning-15781	212	28	.	.	PUNCT
geoplanning-15781	213	1	this	this	DET
geoplanning-15781	213	2	change	change	NOUN
geoplanning-15781	213	3	was	be	AUX
geoplanning-15781	213	4	also	also	ADV
geoplanning-15781	213	5	representing	represent	VERB
geoplanning-15781	213	6	a	a	DET
geoplanning-15781	213	7	remarkable	remarkable	ADJ
geoplanning-15781	213	8	upsurge	upsurge	NOUN
geoplanning-15781	213	9	in	in	ADP
geoplanning-15781	213	10	settlement	settlement	NOUN
geoplanning-15781	213	11	class	class	NOUN
geoplanning-15781	213	12	.	.	PUNCT
geoplanning-15781	214	1	there	there	PRON
geoplanning-15781	214	2	was	be	VERB
geoplanning-15781	214	3	an	an	DET
geoplanning-15781	214	4	increase	increase	NOUN
geoplanning-15781	214	5	of	of	ADP
geoplanning-15781	214	6	settlements	settlement	NOUN
geoplanning-15781	214	7	by	by	ADP
geoplanning-15781	214	8	area	area	NOUN
geoplanning-15781	214	9	.	.	PUNCT
geoplanning-15781	215	1	however	however	ADV
geoplanning-15781	215	2	,	,	PUNCT
geoplanning-15781	215	3	a	a	DET
geoplanning-15781	215	4	noticeable	noticeable	ADJ
geoplanning-15781	215	5	decrease	decrease	NOUN
geoplanning-15781	215	6	has	have	AUX
geoplanning-15781	215	7	been	be	AUX
geoplanning-15781	215	8	observed	observe	VERB
geoplanning-15781	215	9	in	in	ADP
geoplanning-15781	215	10	class	class	NOUN
geoplanning-15781	215	11	open	open	ADJ
geoplanning-15781	215	12	lands	land	NOUN
geoplanning-15781	215	13	.	.	PUNCT
geoplanning-15781	216	1	in	in	ADP
geoplanning-15781	216	2	the	the	DET
geoplanning-15781	216	3	seventh	seventh	ADJ
geoplanning-15781	216	4	case	case	NOUN
geoplanning-15781	216	5	,	,	PUNCT
geoplanning-15781	216	6	change	change	VERB
geoplanning-15781	216	7	analysis	analysis	NOUN
geoplanning-15781	216	8	has	have	AUX
geoplanning-15781	216	9	been	be	AUX
geoplanning-15781	216	10	done	do	VERB
geoplanning-15781	216	11	on	on	ADP
geoplanning-15781	216	12	the	the	DET
geoplanning-15781	216	13	basis	basis	NOUN
geoplanning-15781	216	14	of	of	ADP
geoplanning-15781	216	15	a	a	DET
geoplanning-15781	216	16	gap	gap	NOUN
geoplanning-15781	216	17	of	of	ADP
geoplanning-15781	216	18	seven	seven	NUM
geoplanning-15781	216	19	years	year	NOUN
geoplanning-15781	216	20	that	that	PRON
geoplanning-15781	216	21	is	be	AUX
geoplanning-15781	216	22	from	from	ADP
geoplanning-15781	216	23	the	the	DET
geoplanning-15781	216	24	year	year	NOUN
geoplanning-15781	216	25	1999	1999	NUM
geoplanning-15781	216	26	to	to	ADP
geoplanning-15781	216	27	2006	2006	NUM
geoplanning-15781	216	28	and	and	CCONJ
geoplanning-15781	216	29	from	from	ADP
geoplanning-15781	216	30	the	the	DET
geoplanning-15781	216	31	year	year	NOUN
geoplanning-15781	216	32	2006	2006	NUM
geoplanning-15781	216	33	to	to	ADP
geoplanning-15781	216	34	2013	2013	NUM
geoplanning-15781	216	35	(	(	PUNCT
geoplanning-15781	216	36	see	see	VERB
geoplanning-15781	216	37	figure	figure	NOUN
geoplanning-15781	216	38	7	7	NUM
geoplanning-15781	216	39	(	(	PUNCT
geoplanning-15781	216	40	di	di	NOUN
geoplanning-15781	216	41	,	,	PUNCT
geoplanning-15781	216	42	dii	dii	PROPN
geoplanning-15781	216	43	,	,	PUNCT
geoplanning-15781	216	44	diii	diii	PROPN
geoplanning-15781	216	45	)	)	PUNCT
geoplanning-15781	216	46	)	)	PUNCT
geoplanning-15781	216	47	.	.	PUNCT
geoplanning-15781	217	1	for	for	ADP
geoplanning-15781	217	2	this	this	DET
geoplanning-15781	217	3	change	change	NOUN
geoplanning-15781	217	4	analysis	analysis	NOUN
geoplanning-15781	217	5	,	,	PUNCT
geoplanning-15781	217	6	lulc	lulc	PROPN
geoplanning-15781	217	7	map	map	NOUN
geoplanning-15781	217	8	of	of	ADP
geoplanning-15781	217	9	the	the	DET
geoplanning-15781	217	10	year	year	NOUN
geoplanning-15781	217	11	1999	1999	NUM
geoplanning-15781	217	12	and	and	CCONJ
geoplanning-15781	217	13	2006	2006	NUM
geoplanning-15781	217	14	has	have	AUX
geoplanning-15781	217	15	been	be	AUX
geoplanning-15781	217	16	taken	take	VERB
geoplanning-15781	217	17	as	as	ADP
geoplanning-15781	217	18	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	217	19	/	/	SYM
geoplanning-15781	217	20	geoplanning.5.1.1	geoplanning.5.1.1	ADJ
geoplanning-15781	217	21	-	-	PUNCT
geoplanning-15781	217	22	16	16	NUM
geoplanning-15781	217	23	kalluvetty	kalluvetty	NOUN
geoplanning-15781	217	24	and	and	CCONJ
geoplanning-15781	217	25	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	217	26	/	/	SYM
geoplanning-15781	217	27	geoplanning	geoplanning	NOUN
geoplanning-15781	217	28	:	:	PUNCT
geoplanning-15781	217	29	journal	journal	NOUN
geoplanning-15781	217	30	of	of	ADP
geoplanning-15781	217	31	geomatics	geomatics	PROPN
geoplanning-15781	217	32	and	and	CCONJ
geoplanning-15781	217	33	planning	planning	NOUN
geoplanning-15781	217	34	,	,	PUNCT
geoplanning-15781	217	35	vol	vol	NOUN
geoplanning-15781	217	36	5	5	NUM
geoplanning-15781	217	37	,	,	PUNCT
geoplanning-15781	217	38	no	no	DET
geoplanning-15781	217	39	1	1	NUM
geoplanning-15781	217	40	,	,	PUNCT
geoplanning-15781	217	41	2018	2018	NUM
geoplanning-15781	217	42	,	,	PUNCT
geoplanning-15781	217	43	1	1	NUM
geoplanning-15781	217	44	-	-	SYM
geoplanning-15781	217	45	16	16	NUM
geoplanning-15781	217	46	doi	doi	NOUN
geoplanning-15781	217	47	:	:	PUNCT
geoplanning-15781	217	48	10.14710	10.14710	NUM
geoplanning-15781	217	49	/	/	SYM
geoplanning-15781	217	50	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	217	51	-	-	NOUN
geoplanning-15781	217	52	16	16	NUM
geoplanning-15781	217	53	10	10	NUM
geoplanning-15781	217	54	|	|	ADV
geoplanning-15781	217	55	input	input	NOUN
geoplanning-15781	217	56	.	.	PUNCT
geoplanning-15781	218	1	in	in	ADP
geoplanning-15781	218	2	this	this	DET
geoplanning-15781	218	3	case	case	NOUN
geoplanning-15781	218	4	,	,	PUNCT
geoplanning-15781	218	5	there	there	PRON
geoplanning-15781	218	6	was	be	VERB
geoplanning-15781	218	7	also	also	ADV
geoplanning-15781	218	8	an	an	DET
geoplanning-15781	218	9	upward	upward	ADJ
geoplanning-15781	218	10	trend	trend	NOUN
geoplanning-15781	218	11	by	by	ADP
geoplanning-15781	218	12	area	area	NOUN
geoplanning-15781	218	13	in	in	ADP
geoplanning-15781	218	14	settlement	settlement	NOUN
geoplanning-15781	218	15	class	class	NOUN
geoplanning-15781	218	16	.	.	PUNCT
geoplanning-15781	219	1	after	after	ADP
geoplanning-15781	219	2	the	the	DET
geoplanning-15781	219	3	prediction	prediction	NOUN
geoplanning-15781	219	4	of	of	ADP
geoplanning-15781	219	5	lulc	lulc	PROPN
geoplanning-15781	219	6	map	map	NOUN
geoplanning-15781	219	7	of	of	ADP
geoplanning-15781	219	8	the	the	DET
geoplanning-15781	219	9	year	year	NOUN
geoplanning-15781	219	10	2013	2013	NUM
geoplanning-15781	219	11	,	,	PUNCT
geoplanning-15781	219	12	lulc	lulc	PROPN
geoplanning-15781	219	13	map	map	NOUN
geoplanning-15781	219	14	of	of	ADP
geoplanning-15781	219	15	2014	2014	NUM
geoplanning-15781	219	16	has	have	AUX
geoplanning-15781	219	17	been	be	AUX
geoplanning-15781	219	18	taken	take	VERB
geoplanning-15781	219	19	under	under	ADP
geoplanning-15781	219	20	consideration	consideration	NOUN
geoplanning-15781	219	21	.	.	PUNCT
geoplanning-15781	220	1	figure	figure	NOUN
geoplanning-15781	220	2	7	7	NUM
geoplanning-15781	220	3	.	.	PUNCT
geoplanning-15781	220	4	(	(	PUNCT
geoplanning-15781	220	5	ai	ai	PROPN
geoplanning-15781	220	6	)	)	PUNCT
geoplanning-15781	220	7	lulc	lulc	PROPN
geoplanning-15781	220	8	map	map	NOUN
geoplanning-15781	220	9	of	of	ADP
geoplanning-15781	220	10	2005	2005	NUM
geoplanning-15781	220	11	(	(	PUNCT
geoplanning-15781	220	12	aii	aii	PROPN
geoplanning-15781	220	13	)	)	PUNCT
geoplanning-15781	220	14	lulc	lulc	PROPN
geoplanning-15781	220	15	map	map	NOUN
geoplanning-15781	220	16	of	of	ADP
geoplanning-15781	220	17	2009	2009	NUM
geoplanning-15781	220	18	(	(	PUNCT
geoplanning-15781	220	19	aiii	aiii	ADV
geoplanning-15781	220	20	)	)	PUNCT
geoplanning-15781	220	21	predicted	predict	VERB
geoplanning-15781	220	22	map	map	NOUN
geoplanning-15781	220	23	of	of	ADP
geoplanning-15781	220	24	2013	2013	NUM
geoplanning-15781	220	25	;	;	PUNCT
geoplanning-15781	220	26	(	(	PUNCT
geoplanning-15781	220	27	bi	bi	NOUN
geoplanning-15781	220	28	)	)	PUNCT
geoplanning-15781	220	29	lulc	lulc	PROPN
geoplanning-15781	220	30	map	map	NOUN
geoplanning-15781	220	31	of	of	ADP
geoplanning-15781	220	32	2003	2003	NUM
geoplanning-15781	220	33	(	(	PUNCT
geoplanning-15781	220	34	bii	bii	NOUN
geoplanning-15781	220	35	)	)	PUNCT
geoplanning-15781	220	36	lulc	lulc	PROPN
geoplanning-15781	220	37	map	map	NOUN
geoplanning-15781	220	38	of	of	ADP
geoplanning-15781	220	39	2008	2008	NUM
geoplanning-15781	220	40	(	(	PUNCT
geoplanning-15781	220	41	biii	biii	NOUN
geoplanning-15781	220	42	)	)	PUNCT
geoplanning-15781	220	43	predicted	predict	VERB
geoplanning-15781	220	44	map	map	NOUN
geoplanning-15781	220	45	of	of	ADP
geoplanning-15781	220	46	2013	2013	NUM
geoplanning-15781	220	47	;	;	PUNCT
geoplanning-15781	220	48	(	(	PUNCT
geoplanning-15781	220	49	ci	ci	NOUN
geoplanning-15781	220	50	)	)	PUNCT
geoplanning-15781	220	51	lulc	lulc	PROPN
geoplanning-15781	220	52	map	map	NOUN
geoplanning-15781	220	53	of	of	ADP
geoplanning-15781	220	54	2001	2001	NUM
geoplanning-15781	220	55	(	(	PUNCT
geoplanning-15781	220	56	cii	cii	PROPN
geoplanning-15781	220	57	)	)	PUNCT
geoplanning-15781	220	58	lulc	lulc	PROPN
geoplanning-15781	220	59	map	map	NOUN
geoplanning-15781	220	60	of	of	ADP
geoplanning-15781	220	61	2007	2007	NUM
geoplanning-15781	220	62	(	(	PUNCT
geoplanning-15781	220	63	ciii	ciii	PROPN
geoplanning-15781	220	64	)	)	PUNCT
geoplanning-15781	220	65	predicted	predict	VERB
geoplanning-15781	220	66	map	map	NOUN
geoplanning-15781	220	67	of	of	ADP
geoplanning-15781	220	68	2013	2013	NUM
geoplanning-15781	220	69	;	;	PUNCT
geoplanning-15781	220	70	(	(	PUNCT
geoplanning-15781	220	71	di	di	NOUN
geoplanning-15781	220	72	)	)	PUNCT
geoplanning-15781	220	73	lulc	lulc	PROPN
geoplanning-15781	220	74	map	map	NOUN
geoplanning-15781	220	75	of	of	ADP
geoplanning-15781	220	76	1999	1999	NUM
geoplanning-15781	220	77	(	(	PUNCT
geoplanning-15781	220	78	dii	dii	NOUN
geoplanning-15781	220	79	)	)	PUNCT
geoplanning-15781	220	80	lulc	lulc	PROPN
geoplanning-15781	220	81	map	map	NOUN
geoplanning-15781	220	82	of	of	ADP
geoplanning-15781	220	83	2006	2006	NUM
geoplanning-15781	220	84	(	(	PUNCT
geoplanning-15781	220	85	diii	diii	PROPN
geoplanning-15781	220	86	)	)	PUNCT
geoplanning-15781	220	87	predicted	predict	VERB
geoplanning-15781	220	88	map	map	NOUN
geoplanning-15781	220	89	of	of	ADP
geoplanning-15781	220	90	2013	2013	NUM
geoplanning-15781	220	91	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	220	92	/	/	SYM
geoplanning-15781	220	93	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	220	94	-	-	PUNCT
geoplanning-15781	220	95	16	16	NUM
geoplanning-15781	220	96	kalluvetty	kalluvetty	NOUN
geoplanning-15781	220	97	and	and	CCONJ
geoplanning-15781	220	98	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	220	99	/	/	SYM
geoplanning-15781	220	100	geoplanning	geoplanning	NOUN
geoplanning-15781	220	101	:	:	PUNCT
geoplanning-15781	220	102	journal	journal	NOUN
geoplanning-15781	220	103	of	of	ADP
geoplanning-15781	220	104	geomatics	geomatics	PROPN
geoplanning-15781	220	105	and	and	CCONJ
geoplanning-15781	220	106	planning	planning	NOUN
geoplanning-15781	220	107	,	,	PUNCT
geoplanning-15781	220	108	vol	vol	NOUN
geoplanning-15781	220	109	5	5	NUM
geoplanning-15781	220	110	,	,	PUNCT
geoplanning-15781	220	111	no	no	DET
geoplanning-15781	220	112	1	1	NUM
geoplanning-15781	220	113	,	,	PUNCT
geoplanning-15781	220	114	2018	2018	NUM
geoplanning-15781	220	115	,	,	PUNCT
geoplanning-15781	220	116	1	1	NUM
geoplanning-15781	220	117	-	-	SYM
geoplanning-15781	220	118	16	16	NUM
geoplanning-15781	220	119	doi	doi	NOUN
geoplanning-15781	220	120	:	:	PUNCT
geoplanning-15781	220	121	10.14710	10.14710	NUM
geoplanning-15781	220	122	/	/	SYM
geoplanning-15781	220	123	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	220	124	-	-	NOUN
geoplanning-15781	220	125	16	16	NUM
geoplanning-15781	220	126	|	|	ADV
geoplanning-15781	220	127	11	11	NUM
geoplanning-15781	220	128	in	in	ADP
geoplanning-15781	220	129	the	the	DET
geoplanning-15781	220	130	first	first	ADJ
geoplanning-15781	220	131	case	case	NOUN
geoplanning-15781	220	132	,	,	PUNCT
geoplanning-15781	220	133	a	a	DET
geoplanning-15781	220	134	change	change	NOUN
geoplanning-15781	220	135	analysis	analysis	NOUN
geoplanning-15781	220	136	for	for	ADP
geoplanning-15781	220	137	the	the	DET
geoplanning-15781	220	138	prediction	prediction	NOUN
geoplanning-15781	220	139	of	of	ADP
geoplanning-15781	220	140	lulc	lulc	PROPN
geoplanning-15781	220	141	of	of	ADP
geoplanning-15781	220	142	the	the	DET
geoplanning-15781	220	143	year	year	NOUN
geoplanning-15781	220	144	2014	2014	NUM
geoplanning-15781	220	145	has	have	AUX
geoplanning-15781	220	146	been	be	AUX
geoplanning-15781	220	147	made	make	VERB
geoplanning-15781	220	148	on	on	ADP
geoplanning-15781	220	149	the	the	DET
geoplanning-15781	220	150	basis	basis	NOUN
geoplanning-15781	220	151	of	of	ADP
geoplanning-15781	220	152	a	a	DET
geoplanning-15781	220	153	gap	gap	NOUN
geoplanning-15781	220	154	of	of	ADP
geoplanning-15781	220	155	one	one	NUM
geoplanning-15781	220	156	year	year	NOUN
geoplanning-15781	220	157	(	(	PUNCT
geoplanning-15781	220	158	see	see	VERB
geoplanning-15781	220	159	figure	figure	NOUN
geoplanning-15781	220	160	8	8	NUM
geoplanning-15781	220	161	(	(	PUNCT
geoplanning-15781	220	162	ai	ai	PROPN
geoplanning-15781	220	163	,	,	PUNCT
geoplanning-15781	220	164	aii	aii	PROPN
geoplanning-15781	220	165	,	,	PUNCT
geoplanning-15781	220	166	aiii	aiii	ADJ
geoplanning-15781	220	167	)	)	PUNCT
geoplanning-15781	220	168	)	)	PUNCT
geoplanning-15781	220	169	.	.	PUNCT
geoplanning-15781	221	1	for	for	ADP
geoplanning-15781	221	2	this	this	DET
geoplanning-15781	221	3	analysis	analysis	NOUN
geoplanning-15781	221	4	lulc	lulc	PROPN
geoplanning-15781	221	5	map	map	NOUN
geoplanning-15781	221	6	of	of	ADP
geoplanning-15781	221	7	2012	2012	NUM
geoplanning-15781	221	8	and	and	CCONJ
geoplanning-15781	221	9	lulc	lulc	PROPN
geoplanning-15781	221	10	map	map	NOUN
geoplanning-15781	221	11	of	of	ADP
geoplanning-15781	221	12	2013	2013	NUM
geoplanning-15781	221	13	has	have	AUX
geoplanning-15781	221	14	been	be	AUX
geoplanning-15781	221	15	taken	take	VERB
geoplanning-15781	221	16	as	as	ADP
geoplanning-15781	221	17	input	input	NOUN
geoplanning-15781	221	18	for	for	ADP
geoplanning-15781	221	19	the	the	DET
geoplanning-15781	221	20	prediction	prediction	NOUN
geoplanning-15781	221	21	of	of	ADP
geoplanning-15781	221	22	lulc	lulc	PROPN
geoplanning-15781	221	23	of	of	ADP
geoplanning-15781	221	24	the	the	DET
geoplanning-15781	221	25	year	year	NOUN
geoplanning-15781	221	26	2014	2014	NUM
geoplanning-15781	221	27	.	.	PUNCT
geoplanning-15781	222	1	a	a	DET
geoplanning-15781	222	2	reduction	reduction	NOUN
geoplanning-15781	222	3	has	have	AUX
geoplanning-15781	222	4	been	be	AUX
geoplanning-15781	222	5	noticed	notice	VERB
geoplanning-15781	222	6	in	in	ADP
geoplanning-15781	222	7	open	open	ADJ
geoplanning-15781	222	8	area	area	NOUN
geoplanning-15781	222	9	class	class	NOUN
geoplanning-15781	222	10	.	.	PUNCT
geoplanning-15781	223	1	however	however	ADV
geoplanning-15781	223	2	settlement	settlement	NOUN
geoplanning-15781	223	3	class	class	NOUN
geoplanning-15781	223	4	is	be	AUX
geoplanning-15781	223	5	showing	show	VERB
geoplanning-15781	223	6	a	a	DET
geoplanning-15781	223	7	little	little	ADJ
geoplanning-15781	223	8	increase	increase	NOUN
geoplanning-15781	223	9	by	by	ADP
geoplanning-15781	223	10	percentage	percentage	NOUN
geoplanning-15781	223	11	.	.	PUNCT
geoplanning-15781	224	1	in	in	ADP
geoplanning-15781	224	2	the	the	DET
geoplanning-15781	224	3	second	second	ADJ
geoplanning-15781	224	4	case	case	NOUN
geoplanning-15781	224	5	,	,	PUNCT
geoplanning-15781	224	6	a	a	DET
geoplanning-15781	224	7	change	change	NOUN
geoplanning-15781	224	8	analysis	analysis	NOUN
geoplanning-15781	224	9	has	have	AUX
geoplanning-15781	224	10	been	be	AUX
geoplanning-15781	224	11	done	do	VERB
geoplanning-15781	224	12	on	on	ADP
geoplanning-15781	224	13	the	the	DET
geoplanning-15781	224	14	basis	basis	NOUN
geoplanning-15781	224	15	of	of	ADP
geoplanning-15781	224	16	a	a	DET
geoplanning-15781	224	17	gap	gap	NOUN
geoplanning-15781	224	18	of	of	ADP
geoplanning-15781	224	19	two	two	NUM
geoplanning-15781	224	20	years	year	NOUN
geoplanning-15781	224	21	(	(	PUNCT
geoplanning-15781	224	22	see	see	VERB
geoplanning-15781	224	23	figure	figure	NOUN
geoplanning-15781	224	24	8	8	NUM
geoplanning-15781	224	25	(	(	PUNCT
geoplanning-15781	224	26	bi	bi	NOUN
geoplanning-15781	224	27	,	,	PUNCT
geoplanning-15781	224	28	bii	bii	PROPN
geoplanning-15781	224	29	,	,	PUNCT
geoplanning-15781	224	30	biii	biii	NOUN
geoplanning-15781	224	31	)	)	PUNCT
geoplanning-15781	224	32	)	)	PUNCT
geoplanning-15781	224	33	.	.	PUNCT
geoplanning-15781	225	1	for	for	ADP
geoplanning-15781	225	2	this	this	DET
geoplanning-15781	225	3	case	case	NOUN
geoplanning-15781	225	4	,	,	PUNCT
geoplanning-15781	225	5	lulc	lulc	PROPN
geoplanning-15781	225	6	map	map	NOUN
geoplanning-15781	225	7	of	of	ADP
geoplanning-15781	225	8	2010	2010	NUM
geoplanning-15781	225	9	and	and	CCONJ
geoplanning-15781	225	10	lulc	lulc	PROPN
geoplanning-15781	225	11	map	map	NOUN
geoplanning-15781	225	12	of	of	ADP
geoplanning-15781	225	13	2012	2012	NUM
geoplanning-15781	225	14	has	have	AUX
geoplanning-15781	225	15	been	be	AUX
geoplanning-15781	225	16	taken	take	VERB
geoplanning-15781	225	17	as	as	ADP
geoplanning-15781	225	18	input	input	NOUN
geoplanning-15781	225	19	for	for	ADP
geoplanning-15781	225	20	the	the	DET
geoplanning-15781	225	21	prediction	prediction	NOUN
geoplanning-15781	225	22	of	of	ADP
geoplanning-15781	225	23	lulc	lulc	PROPN
geoplanning-15781	225	24	of	of	ADP
geoplanning-15781	225	25	the	the	DET
geoplanning-15781	225	26	year	year	NOUN
geoplanning-15781	225	27	2014	2014	NUM
geoplanning-15781	225	28	.	.	PUNCT
geoplanning-15781	226	1	the	the	DET
geoplanning-15781	226	2	corresponding	correspond	VERB
geoplanning-15781	226	3	change	change	NOUN
geoplanning-15781	226	4	for	for	ADP
geoplanning-15781	226	5	different	different	ADJ
geoplanning-15781	226	6	classes	class	NOUN
geoplanning-15781	226	7	has	have	AUX
geoplanning-15781	226	8	been	be	AUX
geoplanning-15781	226	9	given	give	VERB
geoplanning-15781	226	10	the	the	DET
geoplanning-15781	226	11	following	following	ADJ
geoplanning-15781	226	12	images	image	NOUN
geoplanning-15781	226	13	.	.	PUNCT
geoplanning-15781	227	1	in	in	ADP
geoplanning-15781	227	2	the	the	DET
geoplanning-15781	227	3	third	third	ADJ
geoplanning-15781	227	4	case	case	NOUN
geoplanning-15781	227	5	,	,	PUNCT
geoplanning-15781	227	6	a	a	DET
geoplanning-15781	227	7	change	change	NOUN
geoplanning-15781	227	8	analysis	analysis	NOUN
geoplanning-15781	227	9	has	have	AUX
geoplanning-15781	227	10	been	be	AUX
geoplanning-15781	227	11	done	do	VERB
geoplanning-15781	227	12	on	on	ADP
geoplanning-15781	227	13	the	the	DET
geoplanning-15781	227	14	basis	basis	NOUN
geoplanning-15781	227	15	of	of	ADP
geoplanning-15781	227	16	a	a	DET
geoplanning-15781	227	17	gap	gap	NOUN
geoplanning-15781	227	18	of	of	ADP
geoplanning-15781	227	19	three	three	NUM
geoplanning-15781	227	20	years	year	NOUN
geoplanning-15781	227	21	(	(	PUNCT
geoplanning-15781	227	22	see	see	VERB
geoplanning-15781	227	23	figure	figure	NOUN
geoplanning-15781	227	24	8	8	NUM
geoplanning-15781	227	25	(	(	PUNCT
geoplanning-15781	227	26	ci	ci	PROPN
geoplanning-15781	227	27	,	,	PUNCT
geoplanning-15781	227	28	cii	cii	PROPN
geoplanning-15781	227	29	,	,	PUNCT
geoplanning-15781	227	30	ciii	ciii	PROPN
geoplanning-15781	227	31	)	)	PUNCT
geoplanning-15781	227	32	)	)	PUNCT
geoplanning-15781	227	33	.	.	PUNCT
geoplanning-15781	228	1	for	for	ADP
geoplanning-15781	228	2	this	this	DET
geoplanning-15781	228	3	change	change	NOUN
geoplanning-15781	228	4	analysis	analysis	NOUN
geoplanning-15781	228	5	,	,	PUNCT
geoplanning-15781	228	6	lulc	lulc	PROPN
geoplanning-15781	228	7	map	map	NOUN
geoplanning-15781	228	8	of	of	ADP
geoplanning-15781	228	9	2008	2008	NUM
geoplanning-15781	228	10	and	and	CCONJ
geoplanning-15781	228	11	lulc	lulc	PROPN
geoplanning-15781	228	12	map	map	NOUN
geoplanning-15781	228	13	of	of	ADP
geoplanning-15781	228	14	2011	2011	NUM
geoplanning-15781	228	15	has	have	AUX
geoplanning-15781	228	16	been	be	AUX
geoplanning-15781	228	17	taken	take	VERB
geoplanning-15781	228	18	as	as	ADP
geoplanning-15781	228	19	input	input	NOUN
geoplanning-15781	228	20	for	for	ADP
geoplanning-15781	228	21	the	the	DET
geoplanning-15781	228	22	prediction	prediction	NOUN
geoplanning-15781	228	23	of	of	ADP
geoplanning-15781	228	24	lulc	lulc	PROPN
geoplanning-15781	228	25	of	of	ADP
geoplanning-15781	228	26	the	the	DET
geoplanning-15781	228	27	year	year	NOUN
geoplanning-15781	228	28	2014	2014	NUM
geoplanning-15781	228	29	.	.	PUNCT
geoplanning-15781	229	1	in	in	ADP
geoplanning-15781	229	2	this	this	DET
geoplanning-15781	229	3	case	case	NOUN
geoplanning-15781	229	4	,	,	PUNCT
geoplanning-15781	229	5	open	open	ADJ
geoplanning-15781	229	6	land	land	NOUN
geoplanning-15781	229	7	has	have	AUX
geoplanning-15781	229	8	been	be	AUX
geoplanning-15781	229	9	increased	increase	VERB
geoplanning-15781	229	10	by	by	ADP
geoplanning-15781	229	11	a	a	DET
geoplanning-15781	229	12	big	big	ADJ
geoplanning-15781	229	13	amount	amount	NOUN
geoplanning-15781	229	14	of	of	ADP
geoplanning-15781	229	15	percentage	percentage	NOUN
geoplanning-15781	229	16	.	.	PUNCT
geoplanning-15781	230	1	figure	figure	NOUN
geoplanning-15781	230	2	8	8	NUM
geoplanning-15781	230	3	.	.	PUNCT
geoplanning-15781	231	1	(	(	PUNCT
geoplanning-15781	231	2	ai	ai	PROPN
geoplanning-15781	231	3	)	)	PUNCT
geoplanning-15781	231	4	lulc	lulc	PROPN
geoplanning-15781	231	5	map	map	NOUN
geoplanning-15781	231	6	of	of	ADP
geoplanning-15781	231	7	2012	2012	NUM
geoplanning-15781	231	8	(	(	PUNCT
geoplanning-15781	231	9	aii	aii	PROPN
geoplanning-15781	231	10	)	)	PUNCT
geoplanning-15781	231	11	lulc	lulc	PROPN
geoplanning-15781	231	12	map	map	NOUN
geoplanning-15781	231	13	of	of	ADP
geoplanning-15781	231	14	2013	2013	NUM
geoplanning-15781	231	15	(	(	PUNCT
geoplanning-15781	231	16	aiii	aiii	ADV
geoplanning-15781	231	17	)	)	PUNCT
geoplanning-15781	231	18	predicted	predict	VERB
geoplanning-15781	231	19	map	map	NOUN
geoplanning-15781	231	20	of	of	ADP
geoplanning-15781	231	21	2014	2014	NUM
geoplanning-15781	231	22	;	;	PUNCT
geoplanning-15781	231	23	(	(	PUNCT
geoplanning-15781	231	24	bi	bi	NOUN
geoplanning-15781	231	25	)	)	PUNCT
geoplanning-15781	231	26	lulc	lulc	PROPN
geoplanning-15781	231	27	map	map	NOUN
geoplanning-15781	231	28	of	of	ADP
geoplanning-15781	231	29	2010	2010	NUM
geoplanning-15781	231	30	(	(	PUNCT
geoplanning-15781	231	31	bii	bii	NOUN
geoplanning-15781	231	32	)	)	PUNCT
geoplanning-15781	231	33	lulc	lulc	PROPN
geoplanning-15781	231	34	map	map	NOUN
geoplanning-15781	231	35	of	of	ADP
geoplanning-15781	231	36	2012	2012	NUM
geoplanning-15781	231	37	(	(	PUNCT
geoplanning-15781	231	38	biii	biii	NOUN
geoplanning-15781	231	39	)	)	PUNCT
geoplanning-15781	231	40	predicted	predict	VERB
geoplanning-15781	231	41	map	map	NOUN
geoplanning-15781	231	42	of	of	ADP
geoplanning-15781	231	43	2014	2014	NUM
geoplanning-15781	231	44	;	;	PUNCT
geoplanning-15781	231	45	(	(	PUNCT
geoplanning-15781	231	46	ci	ci	NOUN
geoplanning-15781	231	47	)	)	PUNCT
geoplanning-15781	231	48	lulc	lulc	PROPN
geoplanning-15781	231	49	map	map	NOUN
geoplanning-15781	231	50	of	of	ADP
geoplanning-15781	231	51	2008	2008	NUM
geoplanning-15781	231	52	(	(	PUNCT
geoplanning-15781	231	53	cii	cii	PROPN
geoplanning-15781	231	54	)	)	PUNCT
geoplanning-15781	231	55	lulc	lulc	PROPN
geoplanning-15781	231	56	map	map	NOUN
geoplanning-15781	231	57	of	of	ADP
geoplanning-15781	231	58	2011	2011	NUM
geoplanning-15781	231	59	(	(	PUNCT
geoplanning-15781	231	60	ciii	ciii	PROPN
geoplanning-15781	231	61	)	)	PUNCT
geoplanning-15781	231	62	predicted	predict	VERB
geoplanning-15781	231	63	map	map	NOUN
geoplanning-15781	231	64	of	of	ADP
geoplanning-15781	231	65	2014	2014	NUM
geoplanning-15781	231	66	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	231	67	/	/	SYM
geoplanning-15781	231	68	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	231	69	-	-	PUNCT
geoplanning-15781	231	70	16	16	NUM
geoplanning-15781	231	71	kalluvetty	kalluvetty	NOUN
geoplanning-15781	231	72	and	and	CCONJ
geoplanning-15781	231	73	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	231	74	/	/	SYM
geoplanning-15781	231	75	geoplanning	geoplanning	NOUN
geoplanning-15781	231	76	:	:	PUNCT
geoplanning-15781	231	77	journal	journal	NOUN
geoplanning-15781	231	78	of	of	ADP
geoplanning-15781	231	79	geomatics	geomatics	PROPN
geoplanning-15781	231	80	and	and	CCONJ
geoplanning-15781	231	81	planning	planning	NOUN
geoplanning-15781	231	82	,	,	PUNCT
geoplanning-15781	231	83	vol	vol	NOUN
geoplanning-15781	231	84	5	5	NUM
geoplanning-15781	231	85	,	,	PUNCT
geoplanning-15781	231	86	no	no	DET
geoplanning-15781	231	87	1	1	NUM
geoplanning-15781	231	88	,	,	PUNCT
geoplanning-15781	231	89	2018	2018	NUM
geoplanning-15781	231	90	,	,	PUNCT
geoplanning-15781	231	91	1	1	NUM
geoplanning-15781	231	92	-	-	SYM
geoplanning-15781	231	93	16	16	NUM
geoplanning-15781	231	94	doi	doi	NOUN
geoplanning-15781	231	95	:	:	PUNCT
geoplanning-15781	231	96	10.14710	10.14710	NUM
geoplanning-15781	231	97	/	/	SYM
geoplanning-15781	231	98	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	231	99	-	-	NOUN
geoplanning-15781	231	100	16	16	NUM
geoplanning-15781	231	101	12	12	NUM
geoplanning-15781	231	102	|	|	ADV
geoplanning-15781	231	103	in	in	ADP
geoplanning-15781	231	104	the	the	DET
geoplanning-15781	231	105	fourth	fourth	ADJ
geoplanning-15781	231	106	case	case	NOUN
geoplanning-15781	231	107	,	,	PUNCT
geoplanning-15781	231	108	a	a	DET
geoplanning-15781	231	109	change	change	NOUN
geoplanning-15781	231	110	analysis	analysis	NOUN
geoplanning-15781	231	111	has	have	AUX
geoplanning-15781	231	112	been	be	AUX
geoplanning-15781	231	113	done	do	VERB
geoplanning-15781	231	114	on	on	ADP
geoplanning-15781	231	115	the	the	DET
geoplanning-15781	231	116	basis	basis	NOUN
geoplanning-15781	231	117	of	of	ADP
geoplanning-15781	231	118	a	a	DET
geoplanning-15781	231	119	gap	gap	NOUN
geoplanning-15781	231	120	of	of	ADP
geoplanning-15781	231	121	four	four	NUM
geoplanning-15781	231	122	years	year	NOUN
geoplanning-15781	231	123	(	(	PUNCT
geoplanning-15781	231	124	see	see	VERB
geoplanning-15781	231	125	figure	figure	NOUN
geoplanning-15781	231	126	9	9	NUM
geoplanning-15781	231	127	(	(	PUNCT
geoplanning-15781	231	128	ai	ai	PROPN
geoplanning-15781	231	129	,	,	PUNCT
geoplanning-15781	231	130	aii	aii	PROPN
geoplanning-15781	231	131	,	,	PUNCT
geoplanning-15781	231	132	aiii	aiii	ADJ
geoplanning-15781	231	133	)	)	PUNCT
geoplanning-15781	231	134	)	)	PUNCT
geoplanning-15781	231	135	.	.	PUNCT
geoplanning-15781	232	1	in	in	ADP
geoplanning-15781	232	2	this	this	DET
geoplanning-15781	232	3	case	case	NOUN
geoplanning-15781	232	4	for	for	ADP
geoplanning-15781	232	5	the	the	DET
geoplanning-15781	232	6	lulc	lulc	PROPN
geoplanning-15781	232	7	prediction	prediction	NOUN
geoplanning-15781	232	8	of	of	ADP
geoplanning-15781	232	9	the	the	DET
geoplanning-15781	232	10	year	year	NOUN
geoplanning-15781	232	11	2014	2014	NUM
geoplanning-15781	232	12	,	,	PUNCT
geoplanning-15781	232	13	lulc	lulc	PROPN
geoplanning-15781	232	14	maps	map	NOUN
geoplanning-15781	232	15	of	of	ADP
geoplanning-15781	232	16	the	the	DET
geoplanning-15781	232	17	year	year	NOUN
geoplanning-15781	232	18	2006	2006	NUM
geoplanning-15781	232	19	and	and	CCONJ
geoplanning-15781	232	20	2010	2010	NUM
geoplanning-15781	232	21	has	have	AUX
geoplanning-15781	232	22	been	be	AUX
geoplanning-15781	232	23	taken	take	VERB
geoplanning-15781	232	24	as	as	ADP
geoplanning-15781	232	25	input	input	NOUN
geoplanning-15781	232	26	.	.	PUNCT
geoplanning-15781	233	1	agriculture	agriculture	NOUN
geoplanning-15781	233	2	class	class	NOUN
geoplanning-15781	233	3	was	be	AUX
geoplanning-15781	233	4	showing	show	VERB
geoplanning-15781	233	5	a	a	DET
geoplanning-15781	233	6	remarkable	remarkable	ADJ
geoplanning-15781	233	7	change	change	NOUN
geoplanning-15781	233	8	.	.	PUNCT
geoplanning-15781	234	1	also	also	ADV
geoplanning-15781	234	2	,	,	PUNCT
geoplanning-15781	234	3	there	there	PRON
geoplanning-15781	234	4	was	be	VERB
geoplanning-15781	234	5	an	an	DET
geoplanning-15781	234	6	increase	increase	NOUN
geoplanning-15781	234	7	in	in	ADP
geoplanning-15781	234	8	settlement	settlement	NOUN
geoplanning-15781	234	9	classes	class	NOUN
geoplanning-15781	234	10	as	as	ADP
geoplanning-15781	234	11	usual	usual	ADJ
geoplanning-15781	234	12	.	.	PUNCT
geoplanning-15781	235	1	in	in	ADP
geoplanning-15781	235	2	the	the	DET
geoplanning-15781	235	3	fifth	fifth	ADJ
geoplanning-15781	235	4	case	case	NOUN
geoplanning-15781	235	5	,	,	PUNCT
geoplanning-15781	235	6	change	change	VERB
geoplanning-15781	235	7	analysis	analysis	NOUN
geoplanning-15781	235	8	has	have	AUX
geoplanning-15781	235	9	been	be	AUX
geoplanning-15781	235	10	done	do	VERB
geoplanning-15781	235	11	on	on	ADP
geoplanning-15781	235	12	the	the	DET
geoplanning-15781	235	13	basis	basis	NOUN
geoplanning-15781	235	14	of	of	ADP
geoplanning-15781	235	15	a	a	DET
geoplanning-15781	235	16	gap	gap	NOUN
geoplanning-15781	235	17	of	of	ADP
geoplanning-15781	235	18	five	five	NUM
geoplanning-15781	235	19	years	year	NOUN
geoplanning-15781	235	20	(	(	PUNCT
geoplanning-15781	235	21	see	see	VERB
geoplanning-15781	235	22	figure	figure	NOUN
geoplanning-15781	235	23	9	9	NUM
geoplanning-15781	235	24	(	(	PUNCT
geoplanning-15781	235	25	bi	bi	NOUN
geoplanning-15781	235	26	,	,	PUNCT
geoplanning-15781	235	27	bii	bii	PROPN
geoplanning-15781	235	28	,	,	PUNCT
geoplanning-15781	235	29	biii	biii	NOUN
geoplanning-15781	235	30	)	)	PUNCT
geoplanning-15781	235	31	)	)	PUNCT
geoplanning-15781	235	32	.	.	PUNCT
geoplanning-15781	236	1	for	for	ADP
geoplanning-15781	236	2	this	this	DET
geoplanning-15781	236	3	analysis	analysis	NOUN
geoplanning-15781	236	4	lulc	lulc	PROPN
geoplanning-15781	236	5	map	map	NOUN
geoplanning-15781	236	6	of	of	ADP
geoplanning-15781	236	7	2004	2004	NUM
geoplanning-15781	236	8	and	and	CCONJ
geoplanning-15781	236	9	lulc	lulc	PROPN
geoplanning-15781	236	10	map	map	NOUN
geoplanning-15781	236	11	of	of	ADP
geoplanning-15781	236	12	2009	2009	NUM
geoplanning-15781	236	13	have	have	AUX
geoplanning-15781	236	14	been	be	AUX
geoplanning-15781	236	15	taken	take	VERB
geoplanning-15781	236	16	as	as	ADP
geoplanning-15781	236	17	input	input	NOUN
geoplanning-15781	236	18	for	for	ADP
geoplanning-15781	236	19	the	the	DET
geoplanning-15781	236	20	prediction	prediction	NOUN
geoplanning-15781	236	21	of	of	ADP
geoplanning-15781	236	22	lulc	lulc	PROPN
geoplanning-15781	236	23	change	change	NOUN
geoplanning-15781	236	24	of	of	ADP
geoplanning-15781	236	25	the	the	DET
geoplanning-15781	236	26	year	year	NOUN
geoplanning-15781	236	27	2014	2014	NUM
geoplanning-15781	236	28	.	.	PUNCT
geoplanning-15781	237	1	both	both	DET
geoplanning-15781	237	2	inputs	input	NOUN
geoplanning-15781	237	3	are	be	AUX
geoplanning-15781	237	4	showing	show	VERB
geoplanning-15781	237	5	a	a	DET
geoplanning-15781	237	6	big	big	ADJ
geoplanning-15781	237	7	difference	difference	NOUN
geoplanning-15781	237	8	in	in	ADP
geoplanning-15781	237	9	each	each	DET
geoplanning-15781	237	10	class	class	NOUN
geoplanning-15781	237	11	.	.	PUNCT
geoplanning-15781	238	1	in	in	ADP
geoplanning-15781	238	2	2009	2009	NUM
geoplanning-15781	238	3	,	,	PUNCT
geoplanning-15781	238	4	open	open	ADJ
geoplanning-15781	238	5	land	land	NOUN
geoplanning-15781	238	6	is	be	AUX
geoplanning-15781	238	7	larger	large	ADJ
geoplanning-15781	238	8	than	than	ADP
geoplanning-15781	238	9	the	the	DET
geoplanning-15781	238	10	lulc	lulc	PROPN
geoplanning-15781	238	11	of	of	ADP
geoplanning-15781	238	12	2004	2004	NUM
geoplanning-15781	238	13	.	.	PUNCT
geoplanning-15781	239	1	in	in	ADP
geoplanning-15781	239	2	the	the	DET
geoplanning-15781	239	3	year	year	NOUN
geoplanning-15781	239	4	2004	2004	NUM
geoplanning-15781	239	5	,	,	PUNCT
geoplanning-15781	239	6	agriculture	agriculture	NOUN
geoplanning-15781	239	7	area	area	NOUN
geoplanning-15781	239	8	was	be	AUX
geoplanning-15781	239	9	large	large	ADJ
geoplanning-15781	239	10	but	but	CCONJ
geoplanning-15781	239	11	in	in	ADP
geoplanning-15781	239	12	the	the	DET
geoplanning-15781	239	13	year	year	NOUN
geoplanning-15781	239	14	2009	2009	NUM
geoplanning-15781	239	15	it	it	PRON
geoplanning-15781	239	16	has	have	AUX
geoplanning-15781	239	17	been	be	AUX
geoplanning-15781	239	18	decreased	decrease	VERB
geoplanning-15781	239	19	much	much	ADV
geoplanning-15781	239	20	.	.	PUNCT
geoplanning-15781	240	1	also	also	ADV
geoplanning-15781	240	2	,	,	PUNCT
geoplanning-15781	240	3	there	there	PRON
geoplanning-15781	240	4	was	be	VERB
geoplanning-15781	240	5	an	an	DET
geoplanning-15781	240	6	increment	increment	NOUN
geoplanning-15781	240	7	of	of	ADP
geoplanning-15781	240	8	settlement	settlement	NOUN
geoplanning-15781	240	9	has	have	AUX
geoplanning-15781	240	10	found	find	VERB
geoplanning-15781	240	11	in	in	ADP
geoplanning-15781	240	12	2009	2009	NUM
geoplanning-15781	240	13	than	than	ADP
geoplanning-15781	240	14	the	the	DET
geoplanning-15781	240	15	year	year	NOUN
geoplanning-15781	240	16	2004	2004	NUM
geoplanning-15781	240	17	.	.	PUNCT
geoplanning-15781	241	1	based	base	VERB
geoplanning-15781	241	2	on	on	ADP
geoplanning-15781	241	3	these	these	DET
geoplanning-15781	241	4	two	two	NUM
geoplanning-15781	241	5	inputs	input	NOUN
geoplanning-15781	241	6	lulc	lulc	PROPN
geoplanning-15781	241	7	of	of	ADP
geoplanning-15781	241	8	2014	2014	NUM
geoplanning-15781	241	9	has	have	AUX
geoplanning-15781	241	10	been	be	AUX
geoplanning-15781	241	11	predicted	predict	VERB
geoplanning-15781	241	12	which	which	PRON
geoplanning-15781	241	13	is	be	AUX
geoplanning-15781	241	14	showing	show	VERB
geoplanning-15781	241	15	an	an	DET
geoplanning-15781	241	16	abrupt	abrupt	ADJ
geoplanning-15781	241	17	increase	increase	NOUN
geoplanning-15781	241	18	in	in	ADP
geoplanning-15781	241	19	settlement	settlement	NOUN
geoplanning-15781	241	20	class	class	NOUN
geoplanning-15781	241	21	.	.	PUNCT
geoplanning-15781	242	1	in	in	ADP
geoplanning-15781	242	2	the	the	DET
geoplanning-15781	242	3	sixth	sixth	ADJ
geoplanning-15781	242	4	case	case	NOUN
geoplanning-15781	242	5	change	change	NOUN
geoplanning-15781	242	6	analysis	analysis	NOUN
geoplanning-15781	242	7	has	have	AUX
geoplanning-15781	242	8	been	be	AUX
geoplanning-15781	242	9	done	do	VERB
geoplanning-15781	242	10	on	on	ADP
geoplanning-15781	242	11	the	the	DET
geoplanning-15781	242	12	basis	basis	NOUN
geoplanning-15781	242	13	of	of	ADP
geoplanning-15781	242	14	a	a	DET
geoplanning-15781	242	15	gap	gap	NOUN
geoplanning-15781	242	16	of	of	ADP
geoplanning-15781	242	17	six	six	NUM
geoplanning-15781	242	18	years	year	NOUN
geoplanning-15781	242	19	(	(	PUNCT
geoplanning-15781	242	20	see	see	VERB
geoplanning-15781	242	21	figure	figure	NOUN
geoplanning-15781	242	22	9	9	NUM
geoplanning-15781	242	23	(	(	PUNCT
geoplanning-15781	242	24	ci	ci	PROPN
geoplanning-15781	242	25	,	,	PUNCT
geoplanning-15781	242	26	cii	cii	PROPN
geoplanning-15781	242	27	,	,	PUNCT
geoplanning-15781	242	28	ciii	ciii	PROPN
geoplanning-15781	242	29	)	)	PUNCT
geoplanning-15781	242	30	)	)	PUNCT
geoplanning-15781	242	31	.	.	PUNCT
geoplanning-15781	243	1	for	for	ADP
geoplanning-15781	243	2	this	this	DET
geoplanning-15781	243	3	analysis	analysis	NOUN
geoplanning-15781	243	4	,	,	PUNCT
geoplanning-15781	243	5	lulc	lulc	PROPN
geoplanning-15781	243	6	of	of	ADP
geoplanning-15781	243	7	the	the	DET
geoplanning-15781	243	8	year	year	NOUN
geoplanning-15781	243	9	2002	2002	NUM
geoplanning-15781	243	10	and	and	CCONJ
geoplanning-15781	243	11	lulc	lulc	PROPN
geoplanning-15781	243	12	of	of	ADP
geoplanning-15781	243	13	the	the	DET
geoplanning-15781	243	14	year	year	NOUN
geoplanning-15781	243	15	2008	2008	NUM
geoplanning-15781	243	16	has	have	AUX
geoplanning-15781	243	17	been	be	AUX
geoplanning-15781	243	18	taken	take	VERB
geoplanning-15781	243	19	as	as	ADP
geoplanning-15781	243	20	input	input	NOUN
geoplanning-15781	243	21	.	.	PUNCT
geoplanning-15781	244	1	as	as	SCONJ
geoplanning-15781	244	2	it	it	PRON
geoplanning-15781	244	3	is	be	AUX
geoplanning-15781	244	4	clear	clear	ADJ
geoplanning-15781	244	5	from	from	ADP
geoplanning-15781	244	6	the	the	DET
geoplanning-15781	244	7	figure	figure	NOUN
geoplanning-15781	244	8	that	that	SCONJ
geoplanning-15781	244	9	in	in	ADP
geoplanning-15781	244	10	the	the	DET
geoplanning-15781	244	11	year	year	NOUN
geoplanning-15781	244	12	2002	2002	NUM
geoplanning-15781	244	13	there	there	PRON
geoplanning-15781	244	14	was	be	VERB
geoplanning-15781	244	15	a	a	DET
geoplanning-15781	244	16	big	big	ADJ
geoplanning-15781	244	17	agricultural	agricultural	ADJ
geoplanning-15781	244	18	land	land	NOUN
geoplanning-15781	244	19	while	while	SCONJ
geoplanning-15781	244	20	it	it	PRON
geoplanning-15781	244	21	was	be	AUX
geoplanning-15781	244	22	decreased	decrease	VERB
geoplanning-15781	244	23	in	in	ADP
geoplanning-15781	244	24	the	the	DET
geoplanning-15781	244	25	year	year	NOUN
geoplanning-15781	244	26	2008	2008	NUM
geoplanning-15781	244	27	.	.	PUNCT
geoplanning-15781	245	1	also	also	ADV
geoplanning-15781	245	2	,	,	PUNCT
geoplanning-15781	245	3	a	a	DET
geoplanning-15781	245	4	settlement	settlement	NOUN
geoplanning-15781	245	5	has	have	AUX
geoplanning-15781	245	6	also	also	ADV
geoplanning-15781	245	7	been	be	AUX
geoplanning-15781	245	8	increased	increase	VERB
geoplanning-15781	245	9	during	during	ADP
geoplanning-15781	245	10	these	these	DET
geoplanning-15781	245	11	years	year	NOUN
geoplanning-15781	245	12	.	.	PUNCT
geoplanning-15781	246	1	based	base	VERB
geoplanning-15781	246	2	on	on	ADP
geoplanning-15781	246	3	these	these	DET
geoplanning-15781	246	4	two	two	NUM
geoplanning-15781	246	5	inputs	input	NOUN
geoplanning-15781	246	6	,	,	PUNCT
geoplanning-15781	246	7	lulc	lulc	PROPN
geoplanning-15781	246	8	map	map	NOUN
geoplanning-15781	246	9	of	of	ADP
geoplanning-15781	246	10	2014	2014	NUM
geoplanning-15781	246	11	has	have	AUX
geoplanning-15781	246	12	been	be	AUX
geoplanning-15781	246	13	predicted	predict	VERB
geoplanning-15781	246	14	which	which	PRON
geoplanning-15781	246	15	was	be	AUX
geoplanning-15781	246	16	also	also	ADV
geoplanning-15781	246	17	showing	show	VERB
geoplanning-15781	246	18	an	an	DET
geoplanning-15781	246	19	increment	increment	NOUN
geoplanning-15781	246	20	of	of	ADP
geoplanning-15781	246	21	settlement	settlement	NOUN
geoplanning-15781	246	22	class	class	NOUN
geoplanning-15781	246	23	by	by	ADP
geoplanning-15781	246	24	area	area	NOUN
geoplanning-15781	246	25	.	.	PUNCT
geoplanning-15781	247	1	in	in	ADP
geoplanning-15781	247	2	the	the	DET
geoplanning-15781	247	3	seventh	seventh	ADJ
geoplanning-15781	247	4	case	case	NOUN
geoplanning-15781	247	5	change	change	NOUN
geoplanning-15781	247	6	analysis	analysis	NOUN
geoplanning-15781	247	7	has	have	AUX
geoplanning-15781	247	8	been	be	AUX
geoplanning-15781	247	9	done	do	VERB
geoplanning-15781	247	10	on	on	ADP
geoplanning-15781	247	11	the	the	DET
geoplanning-15781	247	12	basis	basis	NOUN
geoplanning-15781	247	13	of	of	ADP
geoplanning-15781	247	14	a	a	DET
geoplanning-15781	247	15	gap	gap	NOUN
geoplanning-15781	247	16	of	of	ADP
geoplanning-15781	247	17	seven	seven	NUM
geoplanning-15781	247	18	years	year	NOUN
geoplanning-15781	247	19	(	(	PUNCT
geoplanning-15781	247	20	see	see	VERB
geoplanning-15781	247	21	figure	figure	NOUN
geoplanning-15781	247	22	9	9	NUM
geoplanning-15781	247	23	(	(	PUNCT
geoplanning-15781	247	24	di	di	NOUN
geoplanning-15781	247	25	,	,	PUNCT
geoplanning-15781	247	26	dii	dii	PROPN
geoplanning-15781	247	27	,	,	PUNCT
geoplanning-15781	247	28	diii	diii	PROPN
geoplanning-15781	247	29	)	)	PUNCT
geoplanning-15781	247	30	)	)	PUNCT
geoplanning-15781	247	31	.	.	PUNCT
geoplanning-15781	248	1	for	for	ADP
geoplanning-15781	248	2	this	this	DET
geoplanning-15781	248	3	analysis	analysis	NOUN
geoplanning-15781	248	4	,	,	PUNCT
geoplanning-15781	248	5	lulc	lulc	PROPN
geoplanning-15781	248	6	of	of	ADP
geoplanning-15781	248	7	the	the	DET
geoplanning-15781	248	8	year	year	NOUN
geoplanning-15781	248	9	2000	2000	NUM
geoplanning-15781	248	10	and	and	CCONJ
geoplanning-15781	248	11	lulc	lulc	PROPN
geoplanning-15781	248	12	of	of	ADP
geoplanning-15781	248	13	the	the	DET
geoplanning-15781	248	14	year	year	NOUN
geoplanning-15781	248	15	2007	2007	NUM
geoplanning-15781	248	16	has	have	AUX
geoplanning-15781	248	17	been	be	AUX
geoplanning-15781	248	18	taken	take	VERB
geoplanning-15781	248	19	as	as	ADP
geoplanning-15781	248	20	input	input	NOUN
geoplanning-15781	248	21	and	and	CCONJ
geoplanning-15781	248	22	predict	predict	VERB
geoplanning-15781	248	23	the	the	DET
geoplanning-15781	248	24	lulc	lulc	PROPN
geoplanning-15781	248	25	map	map	NOUN
geoplanning-15781	248	26	of	of	ADP
geoplanning-15781	248	27	2014	2014	NUM
geoplanning-15781	248	28	.	.	PUNCT
geoplanning-15781	249	1	it	it	PRON
geoplanning-15781	249	2	was	be	AUX
geoplanning-15781	249	3	again	again	ADV
geoplanning-15781	249	4	observed	observe	VERB
geoplanning-15781	249	5	that	that	SCONJ
geoplanning-15781	249	6	like	like	ADP
geoplanning-15781	249	7	the	the	DET
geoplanning-15781	249	8	previous	previous	ADJ
geoplanning-15781	249	9	.	.	PUNCT
geoplanning-15781	250	1	agricultural	agricultural	ADJ
geoplanning-15781	250	2	land	land	NOUN
geoplanning-15781	250	3	was	be	AUX
geoplanning-15781	250	4	decreased	decrease	VERB
geoplanning-15781	250	5	over	over	ADP
geoplanning-15781	250	6	the	the	DET
geoplanning-15781	250	7	time	time	NOUN
geoplanning-15781	250	8	whereas	whereas	SCONJ
geoplanning-15781	250	9	settlement	settlement	NOUN
geoplanning-15781	250	10	has	have	AUX
geoplanning-15781	250	11	been	be	AUX
geoplanning-15781	250	12	increased	increase	VERB
geoplanning-15781	250	13	along	along	ADP
geoplanning-15781	250	14	with	with	ADP
geoplanning-15781	250	15	the	the	DET
geoplanning-15781	250	16	reducing	reduce	VERB
geoplanning-15781	250	17	forest	forest	NOUN
geoplanning-15781	250	18	areas	area	NOUN
geoplanning-15781	250	19	.	.	PUNCT
geoplanning-15781	251	1	3.5	3.5	NUM
geoplanning-15781	251	2	.	.	PUNCT
geoplanning-15781	251	3	predicted	predict	VERB
geoplanning-15781	251	4	future	future	ADJ
geoplanning-15781	251	5	maps	map	NOUN
geoplanning-15781	251	6	by	by	ADP
geoplanning-15781	251	7	using	use	VERB
geoplanning-15781	251	8	ca	ca	NOUN
geoplanning-15781	251	9	-	-	PUNCT
geoplanning-15781	251	10	markov	markov	NOUN
geoplanning-15781	251	11	model	model	NOUN
geoplanning-15781	251	12	the	the	DET
geoplanning-15781	251	13	visual	visual	ADJ
geoplanning-15781	251	14	validation	validation	NOUN
geoplanning-15781	251	15	with	with	ADP
geoplanning-15781	251	16	respect	respect	NOUN
geoplanning-15781	251	17	to	to	ADP
geoplanning-15781	251	18	actual	actual	ADJ
geoplanning-15781	251	19	and	and	CCONJ
geoplanning-15781	251	20	predicted	predict	VERB
geoplanning-15781	251	21	maps	map	NOUN
geoplanning-15781	251	22	by	by	ADP
geoplanning-15781	251	23	using	use	VERB
geoplanning-15781	251	24	the	the	DET
geoplanning-15781	251	25	kappa	kappa	ADJ
geoplanning-15781	251	26	statistics	statistic	NOUN
geoplanning-15781	251	27	with	with	ADP
geoplanning-15781	251	28	one	one	NUM
geoplanning-15781	251	29	year	year	NOUN
geoplanning-15781	251	30	gap	gap	NOUN
geoplanning-15781	251	31	are	be	AUX
geoplanning-15781	251	32	showing	show	VERB
geoplanning-15781	251	33	better	well	ADJ
geoplanning-15781	251	34	results	result	NOUN
geoplanning-15781	251	35	.	.	PUNCT
geoplanning-15781	252	1	the	the	DET
geoplanning-15781	252	2	ca	ca	NOUN
geoplanning-15781	252	3	-	-	PUNCT
geoplanning-15781	252	4	markov	markov	NOUN
geoplanning-15781	252	5	chain	chain	NOUN
geoplanning-15781	252	6	derived	derive	VERB
geoplanning-15781	252	7	predicted	predict	VERB
geoplanning-15781	252	8	future	future	ADJ
geoplanning-15781	252	9	maps	map	NOUN
geoplanning-15781	252	10	are	be	AUX
geoplanning-15781	252	11	illustrated	illustrate	VERB
geoplanning-15781	252	12	in	in	ADP
geoplanning-15781	252	13	figure	figure	NOUN
geoplanning-15781	252	14	10	10	NUM
geoplanning-15781	252	15	.	.	PUNCT
geoplanning-15781	253	1	in	in	ADP
geoplanning-15781	253	2	this	this	DET
geoplanning-15781	253	3	research	research	NOUN
geoplanning-15781	253	4	using	use	VERB
geoplanning-15781	253	5	the	the	DET
geoplanning-15781	253	6	above	above	ADJ
geoplanning-15781	253	7	model	model	NOUN
geoplanning-15781	253	8	predicted	predict	VERB
geoplanning-15781	253	9	map	map	NOUN
geoplanning-15781	253	10	for	for	ADP
geoplanning-15781	253	11	future	future	ADJ
geoplanning-15781	253	12	changes	change	NOUN
geoplanning-15781	253	13	in	in	ADP
geoplanning-15781	253	14	the	the	DET
geoplanning-15781	253	15	proposed	propose	VERB
geoplanning-15781	253	16	area	area	NOUN
geoplanning-15781	253	17	with	with	ADP
geoplanning-15781	253	18	five	five	NUM
geoplanning-15781	253	19	year	year	NOUN
geoplanning-15781	253	20	gap	gap	NOUN
geoplanning-15781	253	21	for	for	ADP
geoplanning-15781	253	22	year	year	NOUN
geoplanning-15781	253	23	2013	2013	NUM
geoplanning-15781	253	24	showing	show	VERB
geoplanning-15781	253	25	0.6908	0.6908	NUM
geoplanning-15781	253	26	kappa	kappa	ADJ
geoplanning-15781	253	27	statistics	statistic	NOUN
geoplanning-15781	253	28	and	and	CCONJ
geoplanning-15781	253	29	for	for	ADP
geoplanning-15781	253	30	year	year	NOUN
geoplanning-15781	253	31	2014	2014	NUM
geoplanning-15781	253	32	is	be	AUX
geoplanning-15781	253	33	0.7275	0.7275	NUM
geoplanning-15781	253	34	.	.	PUNCT
geoplanning-15781	254	1	for	for	ADP
geoplanning-15781	254	2	third	third	ADJ
geoplanning-15781	254	3	year	year	NOUN
geoplanning-15781	254	4	gap	gap	NOUN
geoplanning-15781	254	5	are	be	AUX
geoplanning-15781	254	6	showing	show	VERB
geoplanning-15781	254	7	0.6762	0.6762	NUM
geoplanning-15781	254	8	for	for	ADP
geoplanning-15781	254	9	year	year	NOUN
geoplanning-15781	254	10	2013	2013	NUM
geoplanning-15781	254	11	and	and	CCONJ
geoplanning-15781	254	12	for	for	ADP
geoplanning-15781	254	13	year	year	NOUN
geoplanning-15781	254	14	2014	2014	NUM
geoplanning-15781	254	15	is	be	AUX
geoplanning-15781	254	16	0.7028	0.7028	NUM
geoplanning-15781	254	17	.	.	PUNCT
geoplanning-15781	255	1	the	the	DET
geoplanning-15781	255	2	agricultural	agricultural	ADJ
geoplanning-15781	255	3	area	area	NOUN
geoplanning-15781	255	4	is	be	AUX
geoplanning-15781	255	5	gradually	gradually	ADV
geoplanning-15781	255	6	decreased	decrease	VERB
geoplanning-15781	255	7	in	in	ADP
geoplanning-15781	255	8	between	between	ADP
geoplanning-15781	255	9	these	these	DET
geoplanning-15781	255	10	year	year	NOUN
geoplanning-15781	255	11	gaps	gap	NOUN
geoplanning-15781	255	12	.	.	PUNCT
geoplanning-15781	256	1	the	the	DET
geoplanning-15781	256	2	urbanization	urbanization	NOUN
geoplanning-15781	256	3	and	and	CCONJ
geoplanning-15781	256	4	climatic	climatic	ADJ
geoplanning-15781	256	5	variability	variability	NOUN
geoplanning-15781	256	6	would	would	AUX
geoplanning-15781	256	7	be	be	AUX
geoplanning-15781	256	8	the	the	DET
geoplanning-15781	256	9	probable	probable	ADJ
geoplanning-15781	256	10	factor	factor	NOUN
geoplanning-15781	256	11	for	for	ADP
geoplanning-15781	256	12	the	the	DET
geoplanning-15781	256	13	future	future	ADJ
geoplanning-15781	256	14	changes	change	NOUN
geoplanning-15781	256	15	.	.	PUNCT
geoplanning-15781	257	1	this	this	DET
geoplanning-15781	257	2	research	research	NOUN
geoplanning-15781	257	3	establishes	establish	VERB
geoplanning-15781	257	4	the	the	DET
geoplanning-15781	257	5	application	application	NOUN
geoplanning-15781	257	6	of	of	ADP
geoplanning-15781	257	7	remote	remote	ADJ
geoplanning-15781	257	8	sensing	sensing	NOUN
geoplanning-15781	257	9	and	and	CCONJ
geoplanning-15781	257	10	gis	gis	NOUN
geoplanning-15781	257	11	in	in	ADP
geoplanning-15781	257	12	mapping	mapping	NOUN
geoplanning-15781	257	13	of	of	ADP
geoplanning-15781	257	14	urban	urban	ADJ
geoplanning-15781	257	15	sprawl	sprawl	NOUN
geoplanning-15781	257	16	and	and	CCONJ
geoplanning-15781	257	17	changes	change	NOUN
geoplanning-15781	257	18	in	in	ADP
geoplanning-15781	257	19	land	land	NOUN
geoplanning-15781	257	20	use	use	NOUN
geoplanning-15781	257	21	system	system	NOUN
geoplanning-15781	257	22	.	.	PUNCT
geoplanning-15781	258	1	dynamically	dynamically	ADV
geoplanning-15781	258	2	increasing	increase	VERB
geoplanning-15781	258	3	population	population	NOUN
geoplanning-15781	258	4	of	of	ADP
geoplanning-15781	258	5	the	the	DET
geoplanning-15781	258	6	city	city	NOUN
geoplanning-15781	258	7	can	can	AUX
geoplanning-15781	258	8	be	be	AUX
geoplanning-15781	258	9	approximated	approximate	VERB
geoplanning-15781	258	10	by	by	ADP
geoplanning-15781	258	11	the	the	DET
geoplanning-15781	258	12	predicted	predict	VERB
geoplanning-15781	258	13	future	future	ADJ
geoplanning-15781	258	14	scenarios	scenario	NOUN
geoplanning-15781	258	15	.	.	PUNCT
geoplanning-15781	259	1	the	the	DET
geoplanning-15781	259	2	predictions	prediction	NOUN
geoplanning-15781	259	3	for	for	ADP
geoplanning-15781	259	4	future	future	ADJ
geoplanning-15781	259	5	land	land	NOUN
geoplanning-15781	259	6	use	use	NOUN
geoplanning-15781	259	7	or	or	CCONJ
geoplanning-15781	259	8	land	land	NOUN
geoplanning-15781	259	9	cover	cover	NOUN
geoplanning-15781	259	10	changes	change	NOUN
geoplanning-15781	259	11	on	on	ADP
geoplanning-15781	259	12	the	the	DET
geoplanning-15781	259	13	basis	basis	NOUN
geoplanning-15781	259	14	of	of	ADP
geoplanning-15781	259	15	a	a	DET
geoplanning-15781	259	16	ca	ca	NOUN
geoplanning-15781	259	17	-	-	PUNCT
geoplanning-15781	259	18	markov	markov	NOUN
geoplanning-15781	259	19	model	model	NOUN
geoplanning-15781	259	20	strongly	strongly	ADV
geoplanning-15781	259	21	propose	propose	VERB
geoplanning-15781	259	22	a	a	DET
geoplanning-15781	259	23	continuous	continuous	ADJ
geoplanning-15781	259	24	rise	rise	NOUN
geoplanning-15781	259	25	in	in	ADP
geoplanning-15781	259	26	urban	urban	ADJ
geoplanning-15781	259	27	settlement	settlement	NOUN
geoplanning-15781	259	28	built	build	VERB
geoplanning-15781	259	29	up	up	ADP
geoplanning-15781	259	30	and	and	CCONJ
geoplanning-15781	259	31	a	a	DET
geoplanning-15781	259	32	subsequent	subsequent	ADJ
geoplanning-15781	259	33	decrease	decrease	NOUN
geoplanning-15781	259	34	in	in	ADP
geoplanning-15781	259	35	agriculture	agriculture	NOUN
geoplanning-15781	259	36	,	,	PUNCT
geoplanning-15781	259	37	forests	forest	NOUN
geoplanning-15781	259	38	covers	cover	VERB
geoplanning-15781	259	39	.	.	PUNCT
geoplanning-15781	260	1	the	the	DET
geoplanning-15781	260	2	outcome	outcome	NOUN
geoplanning-15781	260	3	of	of	ADP
geoplanning-15781	260	4	one	one	NUM
geoplanning-15781	260	5	of	of	ADP
geoplanning-15781	260	6	the	the	DET
geoplanning-15781	260	7	study	study	NOUN
geoplanning-15781	260	8	done	do	VERB
geoplanning-15781	260	9	by	by	ADP
geoplanning-15781	260	10	jat	jat	PROPN
geoplanning-15781	260	11	et	et	PROPN
geoplanning-15781	260	12	al	al	PROPN
geoplanning-15781	260	13	.	.	PROPN
geoplanning-15781	260	14	(	(	PUNCT
geoplanning-15781	260	15	2008	2008	NUM
geoplanning-15781	260	16	)	)	PUNCT
geoplanning-15781	260	17	only	only	ADV
geoplanning-15781	260	18	focuses	focus	VERB
geoplanning-15781	260	19	on	on	ADP
geoplanning-15781	260	20	the	the	DET
geoplanning-15781	260	21	quantification	quantification	NOUN
geoplanning-15781	260	22	of	of	ADP
geoplanning-15781	260	23	the	the	DET
geoplanning-15781	260	24	urban	urban	ADJ
geoplanning-15781	260	25	form	form	NOUN
geoplanning-15781	260	26	(	(	PUNCT
geoplanning-15781	260	27	impervious	impervious	ADJ
geoplanning-15781	260	28	area	area	NOUN
geoplanning-15781	260	29	)	)	PUNCT
geoplanning-15781	260	30	using	use	VERB
geoplanning-15781	260	31	shannon	shannon	PROPN
geoplanning-15781	260	32	’s	’s	PART
geoplanning-15781	260	33	entropy	entropy	PROPN
geoplanning-15781	260	34	model	model	NOUN
geoplanning-15781	260	35	and	and	CCONJ
geoplanning-15781	260	36	also	also	ADV
geoplanning-15781	260	37	shows	show	VERB
geoplanning-15781	260	38	the	the	DET
geoplanning-15781	260	39	urban	urban	ADJ
geoplanning-15781	260	40	growth	growth	NOUN
geoplanning-15781	260	41	but	but	CCONJ
geoplanning-15781	260	42	in	in	ADP
geoplanning-15781	260	43	spatial	spatial	ADJ
geoplanning-15781	260	44	implicit	implicit	ADJ
geoplanning-15781	260	45	manner	manner	NOUN
geoplanning-15781	260	46	.	.	PUNCT
geoplanning-15781	261	1	whereas	whereas	SCONJ
geoplanning-15781	261	2	this	this	DET
geoplanning-15781	261	3	study	study	NOUN
geoplanning-15781	261	4	primly	primly	ADV
geoplanning-15781	261	5	dedicated	dedicate	VERB
geoplanning-15781	261	6	to	to	PART
geoplanning-15781	261	7	represent	represent	VERB
geoplanning-15781	261	8	the	the	DET
geoplanning-15781	261	9	urban	urban	ADJ
geoplanning-15781	261	10	sprawl	sprawl	NOUN
geoplanning-15781	261	11	with	with	ADP
geoplanning-15781	261	12	accuracy	accuracy	NOUN
geoplanning-15781	261	13	assessment	assessment	NOUN
geoplanning-15781	261	14	using	use	VERB
geoplanning-15781	261	15	cellular	cellular	ADJ
geoplanning-15781	261	16	automata	automata	NOUN
geoplanning-15781	261	17	model	model	NOUN
geoplanning-15781	261	18	which	which	PRON
geoplanning-15781	261	19	will	will	AUX
geoplanning-15781	261	20	help	help	VERB
geoplanning-15781	261	21	the	the	DET
geoplanning-15781	261	22	decision	decision	NOUN
geoplanning-15781	261	23	makers	maker	NOUN
geoplanning-15781	261	24	to	to	PART
geoplanning-15781	261	25	formulate	formulate	VERB
geoplanning-15781	261	26	the	the	DET
geoplanning-15781	261	27	future	future	ADJ
geoplanning-15781	261	28	plan	plan	NOUN
geoplanning-15781	261	29	.	.	PUNCT
geoplanning-15781	262	1	another	another	DET
geoplanning-15781	262	2	study	study	NOUN
geoplanning-15781	262	3	done	do	VERB
geoplanning-15781	262	4	by	by	ADP
geoplanning-15781	262	5	taubenböck	taubenböck	PROPN
geoplanning-15781	262	6	et	et	PROPN
geoplanning-15781	262	7	al	al	PROPN
geoplanning-15781	262	8	.	.	PROPN
geoplanning-15781	262	9	(	(	PUNCT
geoplanning-15781	262	10	2012	2012	NUM
geoplanning-15781	262	11	)	)	PUNCT
geoplanning-15781	262	12	monitor	monitor	VERB
geoplanning-15781	262	13	the	the	DET
geoplanning-15781	262	14	urbanization	urbanization	NOUN
geoplanning-15781	262	15	rate	rate	NOUN
geoplanning-15781	262	16	over	over	ADP
geoplanning-15781	262	17	27	27	NUM
geoplanning-15781	262	18	cities	city	NOUN
geoplanning-15781	262	19	but	but	CCONJ
geoplanning-15781	262	20	no	no	DET
geoplanning-15781	262	21	mathematical	mathematical	ADJ
geoplanning-15781	262	22	model	model	NOUN
geoplanning-15781	262	23	was	be	AUX
geoplanning-15781	262	24	done	do	VERB
geoplanning-15781	262	25	to	to	PART
geoplanning-15781	262	26	show	show	VERB
geoplanning-15781	262	27	how	how	SCONJ
geoplanning-15781	262	28	the	the	DET
geoplanning-15781	262	29	cities	city	NOUN
geoplanning-15781	262	30	are	be	AUX
geoplanning-15781	262	31	changing	change	VERB
geoplanning-15781	262	32	in	in	ADP
geoplanning-15781	262	33	its	its	PRON
geoplanning-15781	262	34	structure	structure	NOUN
geoplanning-15781	262	35	.	.	PUNCT
geoplanning-15781	263	1	our	our	PRON
geoplanning-15781	263	2	results	result	NOUN
geoplanning-15781	263	3	concentrated	concentrate	VERB
geoplanning-15781	263	4	on	on	ADP
geoplanning-15781	263	5	dehradun	dehradun	PROPN
geoplanning-15781	263	6	city	city	NOUN
geoplanning-15781	263	7	and	and	CCONJ
geoplanning-15781	263	8	proved	prove	VERB
geoplanning-15781	263	9	that	that	SCONJ
geoplanning-15781	263	10	the	the	DET
geoplanning-15781	263	11	outlook	outlook	NOUN
geoplanning-15781	263	12	of	of	ADP
geoplanning-15781	263	13	the	the	DET
geoplanning-15781	263	14	city	city	NOUN
geoplanning-15781	263	15	is	be	AUX
geoplanning-15781	263	16	changing	change	VERB
geoplanning-15781	263	17	over	over	ADP
geoplanning-15781	263	18	fifteen	fifteen	NUM
geoplanning-15781	263	19	years	year	NOUN
geoplanning-15781	263	20	(	(	PUNCT
geoplanning-15781	263	21	1999	1999	NUM
geoplanning-15781	263	22	-	-	SYM
geoplanning-15781	263	23	2014	2014	NUM
geoplanning-15781	263	24	)	)	PUNCT
geoplanning-15781	263	25	in	in	ADP
geoplanning-15781	263	26	its	its	PRON
geoplanning-15781	263	27	spatio	spatio	ADJ
geoplanning-15781	263	28	-	-	PUNCT
geoplanning-15781	263	29	temporal	temporal	ADJ
geoplanning-15781	263	30	manner	manner	NOUN
geoplanning-15781	263	31	.	.	PUNCT
geoplanning-15781	264	1	study	study	NOUN
geoplanning-15781	264	2	done	do	VERB
geoplanning-15781	264	3	by	by	ADP
geoplanning-15781	264	4	yin	yin	PROPN
geoplanning-15781	264	5	et	et	PROPN
geoplanning-15781	264	6	al	al	PROPN
geoplanning-15781	264	7	.	.	PROPN
geoplanning-15781	265	1	(	(	PUNCT
geoplanning-15781	265	2	2011	2011	NUM
geoplanning-15781	265	3	)	)	PUNCT
geoplanning-15781	265	4	showing	show	VERB
geoplanning-15781	265	5	the	the	DET
geoplanning-15781	265	6	urban	urban	ADJ
geoplanning-15781	265	7	expansion	expansion	NOUN
geoplanning-15781	265	8	and	and	CCONJ
geoplanning-15781	265	9	land	land	NOUN
geoplanning-15781	265	10	use	use	NOUN
geoplanning-15781	265	11	/	/	SYM
geoplanning-15781	265	12	land	land	NOUN
geoplanning-15781	265	13	cover	cover	NOUN
geoplanning-15781	265	14	changes	change	NOUN
geoplanning-15781	265	15	using	use	VERB
geoplanning-15781	265	16	normal	normal	ADJ
geoplanning-15781	265	17	maximum	maximum	ADJ
geoplanning-15781	265	18	likelihood	likelihood	NOUN
geoplanning-15781	265	19	supervised	supervise	VERB
geoplanning-15781	265	20	classification	classification	NOUN
geoplanning-15781	265	21	algorithm	algorithm	NOUN
geoplanning-15781	265	22	on	on	ADP
geoplanning-15781	265	23	four	four	NUM
geoplanning-15781	265	24	landsat	landsat	NOUN
geoplanning-15781	265	25	images	image	NOUN
geoplanning-15781	265	26	over	over	ADP
geoplanning-15781	265	27	the	the	DET
geoplanning-15781	265	28	time	time	NOUN
geoplanning-15781	265	29	of	of	ADP
geoplanning-15781	265	30	1979–2009	1979–2009	NUM
geoplanning-15781	265	31	.	.	PUNCT
geoplanning-15781	266	1	no	no	DET
geoplanning-15781	266	2	statistical	statistical	ADJ
geoplanning-15781	266	3	modelling	modelling	NOUN
geoplanning-15781	266	4	was	be	AUX
geoplanning-15781	266	5	implemented	implement	VERB
geoplanning-15781	266	6	in	in	ADP
geoplanning-15781	266	7	this	this	DET
geoplanning-15781	266	8	study	study	NOUN
geoplanning-15781	266	9	to	to	PART
geoplanning-15781	266	10	predict	predict	VERB
geoplanning-15781	266	11	the	the	DET
geoplanning-15781	266	12	changes	change	NOUN
geoplanning-15781	266	13	over	over	ADP
geoplanning-15781	266	14	the	the	DET
geoplanning-15781	266	15	time	time	NOUN
geoplanning-15781	266	16	.	.	PUNCT
geoplanning-15781	267	1	this	this	PRON
geoplanning-15781	267	2	is	be	AUX
geoplanning-15781	267	3	important	important	ADJ
geoplanning-15781	267	4	to	to	PART
geoplanning-15781	267	5	do	do	VERB
geoplanning-15781	267	6	the	the	DET
geoplanning-15781	267	7	statistical	statistical	ADJ
geoplanning-15781	267	8	modelling	modelling	NOUN
geoplanning-15781	267	9	like	like	ADP
geoplanning-15781	267	10	ca	ca	NOUN
geoplanning-15781	267	11	-	-	PUNCT
geoplanning-15781	267	12	markov	markov	NOUN
geoplanning-15781	267	13	when	when	SCONJ
geoplanning-15781	267	14	we	we	PRON
geoplanning-15781	267	15	are	be	AUX
geoplanning-15781	267	16	dealing	deal	VERB
geoplanning-15781	267	17	with	with	ADP
geoplanning-15781	267	18	large	large	ADJ
geoplanning-15781	267	19	scale	scale	NOUN
geoplanning-15781	267	20	temporal	temporal	ADJ
geoplanning-15781	267	21	images	image	NOUN
geoplanning-15781	267	22	to	to	PART
geoplanning-15781	267	23	consider	consider	VERB
geoplanning-15781	267	24	the	the	DET
geoplanning-15781	267	25	accuracy	accuracy	NOUN
geoplanning-15781	267	26	of	of	ADP
geoplanning-15781	267	27	the	the	DET
geoplanning-15781	267	28	outcomes	outcome	NOUN
geoplanning-15781	267	29	.	.	PUNCT
geoplanning-15781	268	1	studies	study	NOUN
geoplanning-15781	268	2	done	do	VERB
geoplanning-15781	268	3	by	by	ADP
geoplanning-15781	268	4	bagan	bagan	NOUN
geoplanning-15781	268	5	and	and	CCONJ
geoplanning-15781	268	6	yamagata	yamagata	PROPN
geoplanning-15781	268	7	(	(	PUNCT
geoplanning-15781	268	8	2012	2012	NUM
geoplanning-15781	268	9	)	)	PUNCT
geoplanning-15781	268	10	combined	combine	VERB
geoplanning-15781	268	11	remote	remote	ADJ
geoplanning-15781	268	12	sensing	sensing	NOUN
geoplanning-15781	268	13	and	and	CCONJ
geoplanning-15781	268	14	socio	socio	NOUN
geoplanning-15781	268	15	-	-	PUNCT
geoplanning-15781	268	16	economic	economic	ADJ
geoplanning-15781	268	17	data	datum	NOUN
geoplanning-15781	268	18	to	to	PART
geoplanning-15781	268	19	quantitatively	quantitatively	ADV
geoplanning-15781	268	20	analyze	analyze	VERB
geoplanning-15781	268	21	urban	urban	ADJ
geoplanning-15781	268	22	growth	growth	NOUN
geoplanning-15781	268	23	using	use	VERB
geoplanning-15781	268	24	square	square	ADJ
geoplanning-15781	268	25	grid	grid	NOUN
geoplanning-15781	268	26	cells	cell	NOUN
geoplanning-15781	268	27	method	method	NOUN
geoplanning-15781	268	28	considering	consider	VERB
geoplanning-15781	268	29	only	only	ADV
geoplanning-15781	268	30	three	three	NUM
geoplanning-15781	268	31	years	year	NOUN
geoplanning-15781	268	32	intervals	interval	NOUN
geoplanning-15781	268	33	whereas	whereas	SCONJ
geoplanning-15781	268	34	we	we	PRON
geoplanning-15781	268	35	consider	consider	VERB
geoplanning-15781	268	36	seven	seven	NUM
geoplanning-15781	268	37	years	year	NOUN
geoplanning-15781	268	38	interval	interval	NOUN
geoplanning-15781	268	39	and	and	CCONJ
geoplanning-15781	268	40	predict	predict	VERB
geoplanning-15781	268	41	the	the	DET
geoplanning-15781	268	42	future	future	ADJ
geoplanning-15781	268	43	urban	urban	ADJ
geoplanning-15781	268	44	growth	growth	NOUN
geoplanning-15781	268	45	which	which	PRON
geoplanning-15781	268	46	is	be	AUX
geoplanning-15781	268	47	highly	highly	ADV
geoplanning-15781	268	48	necessary	necessary	ADJ
geoplanning-15781	268	49	for	for	ADP
geoplanning-15781	268	50	city	city	NOUN
geoplanning-15781	268	51	planners	planner	NOUN
geoplanning-15781	268	52	from	from	ADP
geoplanning-15781	268	53	sustainable	sustainable	ADJ
geoplanning-15781	268	54	and	and	CCONJ
geoplanning-15781	268	55	correct	correct	ADJ
geoplanning-15781	268	56	planning	planning	NOUN
geoplanning-15781	268	57	perspective	perspective	NOUN
geoplanning-15781	268	58	.	.	PUNCT
geoplanning-15781	269	1	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	269	2	/	/	SYM
geoplanning-15781	269	3	geoplanning.5.1.1	geoplanning.5.1.1	ADJ
geoplanning-15781	269	4	-	-	PUNCT
geoplanning-15781	269	5	16	16	NUM
geoplanning-15781	269	6	kalluvetty	kalluvetty	NOUN
geoplanning-15781	269	7	and	and	CCONJ
geoplanning-15781	269	8	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	269	9	/	/	SYM
geoplanning-15781	269	10	geoplanning	geoplanning	NOUN
geoplanning-15781	269	11	:	:	PUNCT
geoplanning-15781	269	12	journal	journal	NOUN
geoplanning-15781	269	13	of	of	ADP
geoplanning-15781	269	14	geomatics	geomatics	PROPN
geoplanning-15781	269	15	and	and	CCONJ
geoplanning-15781	269	16	planning	planning	NOUN
geoplanning-15781	269	17	,	,	PUNCT
geoplanning-15781	269	18	vol	vol	NOUN
geoplanning-15781	269	19	5	5	NUM
geoplanning-15781	269	20	,	,	PUNCT
geoplanning-15781	269	21	no	no	DET
geoplanning-15781	269	22	1	1	NUM
geoplanning-15781	269	23	,	,	PUNCT
geoplanning-15781	269	24	2018	2018	NUM
geoplanning-15781	269	25	,	,	PUNCT
geoplanning-15781	269	26	1	1	NUM
geoplanning-15781	269	27	-	-	SYM
geoplanning-15781	269	28	16	16	NUM
geoplanning-15781	269	29	doi	doi	NOUN
geoplanning-15781	269	30	:	:	PUNCT
geoplanning-15781	269	31	10.14710	10.14710	NUM
geoplanning-15781	269	32	/	/	SYM
geoplanning-15781	269	33	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	269	34	-	-	NOUN
geoplanning-15781	269	35	16	16	NUM
geoplanning-15781	269	36	|	|	ADV
geoplanning-15781	269	37	13	13	NUM
geoplanning-15781	269	38	figure	figure	NOUN
geoplanning-15781	269	39	9	9	NUM
geoplanning-15781	269	40	.	.	PUNCT
geoplanning-15781	270	1	(	(	PUNCT
geoplanning-15781	270	2	ai	ai	PROPN
geoplanning-15781	270	3	)	)	PUNCT
geoplanning-15781	270	4	lulc	lulc	PROPN
geoplanning-15781	270	5	map	map	NOUN
geoplanning-15781	270	6	of	of	ADP
geoplanning-15781	270	7	2006	2006	NUM
geoplanning-15781	270	8	(	(	PUNCT
geoplanning-15781	270	9	aii	aii	PROPN
geoplanning-15781	270	10	)	)	PUNCT
geoplanning-15781	270	11	lulc	lulc	PROPN
geoplanning-15781	270	12	map	map	NOUN
geoplanning-15781	270	13	of	of	ADP
geoplanning-15781	270	14	2010	2010	NUM
geoplanning-15781	270	15	(	(	PUNCT
geoplanning-15781	270	16	aiii	aiii	ADV
geoplanning-15781	270	17	)	)	PUNCT
geoplanning-15781	270	18	predicted	predict	VERB
geoplanning-15781	270	19	map	map	NOUN
geoplanning-15781	270	20	of	of	ADP
geoplanning-15781	270	21	2014	2014	NUM
geoplanning-15781	270	22	;	;	PUNCT
geoplanning-15781	270	23	(	(	PUNCT
geoplanning-15781	270	24	bi	bi	NOUN
geoplanning-15781	270	25	)	)	PUNCT
geoplanning-15781	270	26	lulc	lulc	PROPN
geoplanning-15781	270	27	map	map	NOUN
geoplanning-15781	270	28	of	of	ADP
geoplanning-15781	270	29	2004	2004	NUM
geoplanning-15781	270	30	(	(	PUNCT
geoplanning-15781	270	31	bii	bii	PROPN
geoplanning-15781	270	32	)	)	PUNCT
geoplanning-15781	270	33	lulc	lulc	PROPN
geoplanning-15781	270	34	map	map	NOUN
geoplanning-15781	270	35	of	of	ADP
geoplanning-15781	270	36	2009	2009	NUM
geoplanning-15781	270	37	(	(	PUNCT
geoplanning-15781	270	38	biii	biii	NOUN
geoplanning-15781	270	39	)	)	PUNCT
geoplanning-15781	270	40	predicted	predict	VERB
geoplanning-15781	270	41	map	map	NOUN
geoplanning-15781	270	42	of	of	ADP
geoplanning-15781	270	43	2014	2014	NUM
geoplanning-15781	270	44	;	;	PUNCT
geoplanning-15781	270	45	(	(	PUNCT
geoplanning-15781	270	46	ci	ci	NOUN
geoplanning-15781	270	47	)	)	PUNCT
geoplanning-15781	270	48	lulc	lulc	PROPN
geoplanning-15781	270	49	map	map	NOUN
geoplanning-15781	270	50	of	of	ADP
geoplanning-15781	270	51	2002	2002	NUM
geoplanning-15781	270	52	(	(	PUNCT
geoplanning-15781	270	53	cii	cii	PROPN
geoplanning-15781	270	54	)	)	PUNCT
geoplanning-15781	270	55	lulc	lulc	PROPN
geoplanning-15781	270	56	map	map	NOUN
geoplanning-15781	270	57	of	of	ADP
geoplanning-15781	270	58	2008	2008	NUM
geoplanning-15781	270	59	(	(	PUNCT
geoplanning-15781	270	60	ciii	ciii	PROPN
geoplanning-15781	270	61	)	)	PUNCT
geoplanning-15781	270	62	predicted	predict	VERB
geoplanning-15781	270	63	map	map	NOUN
geoplanning-15781	270	64	of	of	ADP
geoplanning-15781	270	65	2014;(di	2014;(di	NUM
geoplanning-15781	270	66	)	)	PUNCT
geoplanning-15781	270	67	lulc	lulc	PROPN
geoplanning-15781	270	68	map	map	NOUN
geoplanning-15781	270	69	of	of	ADP
geoplanning-15781	270	70	2000	2000	NUM
geoplanning-15781	270	71	(	(	PUNCT
geoplanning-15781	270	72	dii	dii	NOUN
geoplanning-15781	270	73	)	)	PUNCT
geoplanning-15781	270	74	lulc	lulc	PROPN
geoplanning-15781	270	75	map	map	NOUN
geoplanning-15781	270	76	of	of	ADP
geoplanning-15781	270	77	2007	2007	NUM
geoplanning-15781	270	78	(	(	PUNCT
geoplanning-15781	270	79	diii	diii	PROPN
geoplanning-15781	270	80	)	)	PUNCT
geoplanning-15781	270	81	predicted	predict	VERB
geoplanning-15781	270	82	map	map	NOUN
geoplanning-15781	270	83	of	of	ADP
geoplanning-15781	270	84	2014	2014	NUM
geoplanning-15781	270	85	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	270	86	/	/	SYM
geoplanning-15781	270	87	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	270	88	-	-	PUNCT
geoplanning-15781	270	89	16	16	NUM
geoplanning-15781	270	90	kalluvetty	kalluvetty	NOUN
geoplanning-15781	270	91	and	and	CCONJ
geoplanning-15781	270	92	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	270	93	/	/	SYM
geoplanning-15781	270	94	geoplanning	geoplanning	NOUN
geoplanning-15781	270	95	:	:	PUNCT
geoplanning-15781	270	96	journal	journal	NOUN
geoplanning-15781	270	97	of	of	ADP
geoplanning-15781	270	98	geomatics	geomatics	PROPN
geoplanning-15781	270	99	and	and	CCONJ
geoplanning-15781	270	100	planning	planning	NOUN
geoplanning-15781	270	101	,	,	PUNCT
geoplanning-15781	270	102	vol	vol	NOUN
geoplanning-15781	270	103	5	5	NUM
geoplanning-15781	270	104	,	,	PUNCT
geoplanning-15781	270	105	no	no	DET
geoplanning-15781	270	106	1	1	NUM
geoplanning-15781	270	107	,	,	PUNCT
geoplanning-15781	270	108	2018	2018	NUM
geoplanning-15781	270	109	,	,	PUNCT
geoplanning-15781	270	110	1	1	NUM
geoplanning-15781	270	111	-	-	SYM
geoplanning-15781	270	112	16	16	NUM
geoplanning-15781	270	113	doi	doi	NOUN
geoplanning-15781	270	114	:	:	PUNCT
geoplanning-15781	270	115	10.14710	10.14710	NUM
geoplanning-15781	270	116	/	/	SYM
geoplanning-15781	270	117	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	270	118	-	-	PROPN
geoplanning-15781	270	119	16	16	NUM
geoplanning-15781	270	120	14	14	NUM
geoplanning-15781	270	121	|	|	NOUN
geoplanning-15781	270	122	figure	figure	NOUN
geoplanning-15781	270	123	10	10	NUM
geoplanning-15781	270	124	.	.	PUNCT
geoplanning-15781	271	1	(	(	PUNCT
geoplanning-15781	271	2	a	a	X
geoplanning-15781	271	3	)	)	PUNCT
geoplanning-15781	271	4	predicted	predict	VERB
geoplanning-15781	271	5	map	map	NOUN
geoplanning-15781	271	6	of	of	ADP
geoplanning-15781	271	7	2015	2015	NUM
geoplanning-15781	271	8	(	(	PUNCT
geoplanning-15781	271	9	b	b	NOUN
geoplanning-15781	271	10	)	)	PUNCT
geoplanning-15781	271	11	predicted	predict	VERB
geoplanning-15781	271	12	map	map	NOUN
geoplanning-15781	271	13	of	of	ADP
geoplanning-15781	271	14	2016	2016	NUM
geoplanning-15781	271	15	(	(	PUNCT
geoplanning-15781	271	16	c	c	NOUN
geoplanning-15781	271	17	)	)	PUNCT
geoplanning-15781	271	18	predicted	predict	VERB
geoplanning-15781	271	19	map	map	NOUN
geoplanning-15781	271	20	of	of	ADP
geoplanning-15781	271	21	2017	2017	NUM
geoplanning-15781	271	22	(	(	PUNCT
geoplanning-15781	271	23	d	d	NOUN
geoplanning-15781	271	24	)	)	PUNCT
geoplanning-15781	271	25	predicted	predict	VERB
geoplanning-15781	271	26	map	map	NOUN
geoplanning-15781	271	27	of	of	ADP
geoplanning-15781	271	28	2018	2018	NUM
geoplanning-15781	271	29	(	(	PUNCT
geoplanning-15781	271	30	e	e	NOUN
geoplanning-15781	271	31	)	)	PUNCT
geoplanning-15781	271	32	predicted	predict	VERB
geoplanning-15781	271	33	map	map	NOUN
geoplanning-15781	271	34	of	of	ADP
geoplanning-15781	271	35	2019	2019	NUM
geoplanning-15781	271	36	(	(	PUNCT
geoplanning-15781	271	37	f	f	X
geoplanning-15781	271	38	)	)	PUNCT
geoplanning-15781	271	39	predicted	predict	VERB
geoplanning-15781	271	40	map	map	NOUN
geoplanning-15781	271	41	of	of	ADP
geoplanning-15781	271	42	2020	2020	NUM
geoplanning-15781	271	43	4	4	NUM
geoplanning-15781	271	44	.	.	PUNCT
geoplanning-15781	272	1	conclusion	conclusion	VERB
geoplanning-15781	272	2	the	the	DET
geoplanning-15781	272	3	robustness	robustness	NOUN
geoplanning-15781	272	4	of	of	ADP
geoplanning-15781	272	5	this	this	DET
geoplanning-15781	272	6	study	study	NOUN
geoplanning-15781	272	7	represents	represent	VERB
geoplanning-15781	272	8	the	the	DET
geoplanning-15781	272	9	reality	reality	NOUN
geoplanning-15781	272	10	of	of	ADP
geoplanning-15781	272	11	the	the	DET
geoplanning-15781	272	12	dehradun	dehradun	PROPN
geoplanning-15781	272	13	city	city	NOUN
geoplanning-15781	272	14	which	which	PRON
geoplanning-15781	272	15	is	be	AUX
geoplanning-15781	272	16	defined	define	VERB
geoplanning-15781	272	17	by	by	ADP
geoplanning-15781	272	18	the	the	DET
geoplanning-15781	272	19	accelerate	accelerate	NOUN
geoplanning-15781	272	20	rate	rate	NOUN
geoplanning-15781	272	21	of	of	ADP
geoplanning-15781	272	22	urban	urban	ADJ
geoplanning-15781	272	23	expansion	expansion	NOUN
geoplanning-15781	272	24	with	with	ADP
geoplanning-15781	272	25	decreasing	decrease	VERB
geoplanning-15781	272	26	forest	forest	NOUN
geoplanning-15781	272	27	and	and	CCONJ
geoplanning-15781	272	28	croplands	cropland	NOUN
geoplanning-15781	272	29	.	.	PUNCT
geoplanning-15781	273	1	the	the	DET
geoplanning-15781	273	2	increasing	increase	VERB
geoplanning-15781	273	3	rate	rate	NOUN
geoplanning-15781	273	4	of	of	ADP
geoplanning-15781	273	5	open	open	ADJ
geoplanning-15781	273	6	lands	land	NOUN
geoplanning-15781	273	7	supports	support	VERB
geoplanning-15781	273	8	the	the	DET
geoplanning-15781	273	9	massive	massive	ADJ
geoplanning-15781	273	10	deforestation	deforestation	NOUN
geoplanning-15781	273	11	within	within	ADP
geoplanning-15781	273	12	the	the	DET
geoplanning-15781	273	13	study	study	NOUN
geoplanning-15781	273	14	area	area	NOUN
geoplanning-15781	273	15	.	.	PUNCT
geoplanning-15781	274	1	the	the	DET
geoplanning-15781	274	2	significant	significant	ADJ
geoplanning-15781	274	3	kappa	kappa	ADJ
geoplanning-15781	274	4	values	value	NOUN
geoplanning-15781	274	5	of	of	ADP
geoplanning-15781	274	6	lulc	lulc	PROPN
geoplanning-15781	274	7	classification	classification	NOUN
geoplanning-15781	274	8	for	for	ADP
geoplanning-15781	274	9	each	each	PRON
geoplanning-15781	274	10	of	of	ADP
geoplanning-15781	274	11	the	the	DET
geoplanning-15781	274	12	7	7	NUM
geoplanning-15781	274	13	years	year	NOUN
geoplanning-15781	274	14	interval	interval	NOUN
geoplanning-15781	274	15	between	between	ADP
geoplanning-15781	274	16	2013	2013	NUM
geoplanning-15781	274	17	and	and	CCONJ
geoplanning-15781	274	18	2014	2014	NUM
geoplanning-15781	274	19	make	make	VERB
geoplanning-15781	274	20	the	the	DET
geoplanning-15781	274	21	prediction	prediction	NOUN
geoplanning-15781	274	22	more	more	ADV
geoplanning-15781	274	23	accurate	accurate	ADJ
geoplanning-15781	274	24	.	.	PUNCT
geoplanning-15781	275	1	finally	finally	ADV
geoplanning-15781	275	2	this	this	DET
geoplanning-15781	275	3	study	study	NOUN
geoplanning-15781	275	4	predicts	predict	VERB
geoplanning-15781	275	5	next	next	ADJ
geoplanning-15781	275	6	6	6	NUM
geoplanning-15781	275	7	years	year	NOUN
geoplanning-15781	275	8	(	(	PUNCT
geoplanning-15781	275	9	2015	2015	NUM
geoplanning-15781	275	10	-	-	SYM
geoplanning-15781	275	11	2020	2020	NUM
geoplanning-15781	275	12	)	)	PUNCT
geoplanning-15781	275	13	lulc	lulc	PROPN
geoplanning-15781	275	14	as	as	ADV
geoplanning-15781	275	15	well	well	ADV
geoplanning-15781	275	16	as	as	ADP
geoplanning-15781	275	17	the	the	DET
geoplanning-15781	275	18	urban	urban	ADJ
geoplanning-15781	275	19	expansion	expansion	NOUN
geoplanning-15781	275	20	which	which	PRON
geoplanning-15781	275	21	has	have	AUX
geoplanning-15781	275	22	never	never	ADV
geoplanning-15781	275	23	done	do	VERB
geoplanning-15781	275	24	by	by	ADP
geoplanning-15781	275	25	any	any	DET
geoplanning-15781	275	26	other	other	ADJ
geoplanning-15781	275	27	long	long	ADJ
geoplanning-15781	275	28	term	term	NOUN
geoplanning-15781	275	29	spatio	spatio	PROPN
geoplanning-15781	275	30	-	-	PUNCT
geoplanning-15781	275	31	temporal	temporal	ADJ
geoplanning-15781	275	32	studies	study	NOUN
geoplanning-15781	275	33	in	in	ADP
geoplanning-15781	275	34	this	this	DET
geoplanning-15781	275	35	domain	domain	NOUN
geoplanning-15781	275	36	.	.	PUNCT
geoplanning-15781	276	1	this	this	DET
geoplanning-15781	276	2	sort	sort	NOUN
geoplanning-15781	276	3	of	of	ADP
geoplanning-15781	276	4	prediction	prediction	NOUN
geoplanning-15781	276	5	presented	present	VERB
geoplanning-15781	276	6	in	in	ADP
geoplanning-15781	276	7	this	this	DET
geoplanning-15781	276	8	study	study	NOUN
geoplanning-15781	276	9	using	use	VERB
geoplanning-15781	276	10	ca	ca	PROPN
geoplanning-15781	276	11	markov	markov	NOUN
geoplanning-15781	276	12	model	model	NOUN
geoplanning-15781	276	13	can	can	AUX
geoplanning-15781	276	14	help	help	VERB
geoplanning-15781	276	15	to	to	PART
geoplanning-15781	276	16	project	project	VERB
geoplanning-15781	276	17	sustainable	sustainable	ADJ
geoplanning-15781	276	18	urban	urban	ADJ
geoplanning-15781	276	19	systems	system	NOUN
geoplanning-15781	276	20	.	.	PUNCT
geoplanning-15781	277	1	so	so	ADV
geoplanning-15781	277	2	,	,	PUNCT
geoplanning-15781	277	3	the	the	DET
geoplanning-15781	277	4	mapping	mapping	NOUN
geoplanning-15781	277	5	of	of	ADP
geoplanning-15781	277	6	urban	urban	ADJ
geoplanning-15781	277	7	sprawl	sprawl	NOUN
geoplanning-15781	277	8	using	use	VERB
geoplanning-15781	277	9	geospatial	geospatial	ADJ
geoplanning-15781	277	10	technology	technology	NOUN
geoplanning-15781	277	11	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	277	12	/	/	SYM
geoplanning-15781	277	13	geoplanning.5.1.1	geoplanning.5.1.1	ADJ
geoplanning-15781	277	14	-	-	PUNCT
geoplanning-15781	277	15	16	16	NUM
geoplanning-15781	277	16	kalluvetty	kalluvetty	NOUN
geoplanning-15781	277	17	and	and	CCONJ
geoplanning-15781	277	18	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	277	19	/	/	SYM
geoplanning-15781	277	20	geoplanning	geoplanning	NOUN
geoplanning-15781	277	21	:	:	PUNCT
geoplanning-15781	277	22	journal	journal	NOUN
geoplanning-15781	277	23	of	of	ADP
geoplanning-15781	277	24	geomatics	geomatics	PROPN
geoplanning-15781	277	25	and	and	CCONJ
geoplanning-15781	277	26	planning	planning	NOUN
geoplanning-15781	277	27	,	,	PUNCT
geoplanning-15781	277	28	vol	vol	NOUN
geoplanning-15781	277	29	5	5	NUM
geoplanning-15781	277	30	,	,	PUNCT
geoplanning-15781	277	31	no	no	DET
geoplanning-15781	277	32	1	1	NUM
geoplanning-15781	277	33	,	,	PUNCT
geoplanning-15781	277	34	2018	2018	NUM
geoplanning-15781	277	35	,	,	PUNCT
geoplanning-15781	277	36	1	1	NUM
geoplanning-15781	277	37	-	-	SYM
geoplanning-15781	277	38	16	16	NUM
geoplanning-15781	277	39	doi	doi	NOUN
geoplanning-15781	277	40	:	:	PUNCT
geoplanning-15781	277	41	10.14710	10.14710	NUM
geoplanning-15781	277	42	/	/	SYM
geoplanning-15781	277	43	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	277	44	-	-	PROPN
geoplanning-15781	277	45	16	16	NUM
geoplanning-15781	277	46	|	|	ADV
geoplanning-15781	277	47	15	15	NUM
geoplanning-15781	277	48	and	and	CCONJ
geoplanning-15781	277	49	mathematical	mathematical	ADJ
geoplanning-15781	277	50	model	model	NOUN
geoplanning-15781	277	51	can	can	AUX
geoplanning-15781	277	52	be	be	AUX
geoplanning-15781	277	53	a	a	DET
geoplanning-15781	277	54	device	device	NOUN
geoplanning-15781	277	55	of	of	ADP
geoplanning-15781	277	56	decision	decision	NOUN
geoplanning-15781	277	57	support	support	NOUN
geoplanning-15781	277	58	system	system	NOUN
geoplanning-15781	277	59	(	(	PUNCT
geoplanning-15781	277	60	dss	dss	NOUN
geoplanning-15781	277	61	)	)	PUNCT
geoplanning-15781	277	62	for	for	ADP
geoplanning-15781	277	63	policy	policy	NOUN
geoplanning-15781	277	64	makers	maker	NOUN
geoplanning-15781	277	65	to	to	PART
geoplanning-15781	277	66	design	design	VERB
geoplanning-15781	277	67	urban	urban	ADJ
geoplanning-15781	277	68	expansion	expansion	NOUN
geoplanning-15781	277	69	plans	plan	NOUN
geoplanning-15781	277	70	with	with	ADP
geoplanning-15781	277	71	an	an	DET
geoplanning-15781	277	72	approach	approach	NOUN
geoplanning-15781	277	73	of	of	ADP
geoplanning-15781	277	74	sustainable	sustainable	ADJ
geoplanning-15781	277	75	city	city	NOUN
geoplanning-15781	277	76	development	development	NOUN
geoplanning-15781	277	77	.	.	PUNCT
geoplanning-15781	278	1	in	in	ADP
geoplanning-15781	278	2	order	order	NOUN
geoplanning-15781	278	3	to	to	PART
geoplanning-15781	278	4	predict	predict	VERB
geoplanning-15781	278	5	the	the	DET
geoplanning-15781	278	6	future	future	ADJ
geoplanning-15781	278	7	land	land	NOUN
geoplanning-15781	278	8	use	use	NOUN
geoplanning-15781	278	9	changes	change	NOUN
geoplanning-15781	278	10	we	we	PRON
geoplanning-15781	278	11	need	need	VERB
geoplanning-15781	278	12	to	to	PART
geoplanning-15781	278	13	study	study	VERB
geoplanning-15781	278	14	the	the	DET
geoplanning-15781	278	15	important	important	ADJ
geoplanning-15781	278	16	role	role	NOUN
geoplanning-15781	278	17	of	of	ADP
geoplanning-15781	278	18	human	human	ADJ
geoplanning-15781	278	19	activities	activity	NOUN
geoplanning-15781	278	20	and	and	CCONJ
geoplanning-15781	278	21	its	its	PRON
geoplanning-15781	278	22	impact	impact	NOUN
geoplanning-15781	278	23	on	on	ADP
geoplanning-15781	278	24	the	the	DET
geoplanning-15781	278	25	environment	environment	NOUN
geoplanning-15781	278	26	.	.	PUNCT
geoplanning-15781	279	1	besides	besides	SCONJ
geoplanning-15781	279	2	the	the	DET
geoplanning-15781	279	3	ecosystem	ecosystem	NOUN
geoplanning-15781	279	4	and	and	CCONJ
geoplanning-15781	279	5	its	its	PRON
geoplanning-15781	279	6	functions	function	NOUN
geoplanning-15781	279	7	with	with	ADP
geoplanning-15781	279	8	related	related	ADJ
geoplanning-15781	279	9	to	to	ADP
geoplanning-15781	279	10	biodiversity	biodiversity	NOUN
geoplanning-15781	279	11	,	,	PUNCT
geoplanning-15781	279	12	land	land	NOUN
geoplanning-15781	279	13	use	use	NOUN
geoplanning-15781	279	14	changes	change	NOUN
geoplanning-15781	279	15	are	be	AUX
geoplanning-15781	279	16	the	the	DET
geoplanning-15781	279	17	major	major	ADJ
geoplanning-15781	279	18	contribution	contribution	NOUN
geoplanning-15781	279	19	to	to	ADP
geoplanning-15781	279	20	the	the	DET
geoplanning-15781	279	21	rapid	rapid	ADJ
geoplanning-15781	279	22	destruction	destruction	NOUN
geoplanning-15781	279	23	of	of	ADP
geoplanning-15781	279	24	agriculture	agriculture	NOUN
geoplanning-15781	279	25	and	and	CCONJ
geoplanning-15781	279	26	forest	forest	NOUN
geoplanning-15781	279	27	areas	area	NOUN
geoplanning-15781	279	28	.	.	PUNCT
geoplanning-15781	280	1	sometimes	sometimes	ADV
geoplanning-15781	280	2	the	the	DET
geoplanning-15781	280	3	transformation	transformation	NOUN
geoplanning-15781	280	4	of	of	ADP
geoplanning-15781	280	5	land	land	NOUN
geoplanning-15781	280	6	cover	cover	NOUN
geoplanning-15781	280	7	and	and	CCONJ
geoplanning-15781	280	8	fast	fast	ADJ
geoplanning-15781	280	9	urbanization	urbanization	NOUN
geoplanning-15781	280	10	leads	lead	VERB
geoplanning-15781	280	11	to	to	PART
geoplanning-15781	280	12	decrease	decrease	VERB
geoplanning-15781	280	13	the	the	DET
geoplanning-15781	280	14	daily	daily	ADJ
geoplanning-15781	280	15	diurnal	diurnal	ADJ
geoplanning-15781	280	16	rage	rage	NOUN
geoplanning-15781	280	17	which	which	PRON
geoplanning-15781	280	18	ultimately	ultimately	ADV
geoplanning-15781	280	19	punching	punch	VERB
geoplanning-15781	280	20	with	with	ADP
geoplanning-15781	280	21	local	local	ADJ
geoplanning-15781	280	22	level	level	NOUN
geoplanning-15781	280	23	climate	climate	NOUN
geoplanning-15781	280	24	change	change	NOUN
geoplanning-15781	280	25	(	(	PUNCT
geoplanning-15781	280	26	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	280	27	,	,	PUNCT
geoplanning-15781	280	28	2016	2016	NUM
geoplanning-15781	280	29	)	)	PUNCT
geoplanning-15781	280	30	.	.	PUNCT
geoplanning-15781	281	1	moreover	moreover	ADV
geoplanning-15781	281	2	,	,	PUNCT
geoplanning-15781	281	3	to	to	PART
geoplanning-15781	281	4	minimize	minimize	VERB
geoplanning-15781	281	5	all	all	DET
geoplanning-15781	281	6	this	this	DET
geoplanning-15781	281	7	processes	process	NOUN
geoplanning-15781	281	8	,	,	PUNCT
geoplanning-15781	281	9	it	it	PRON
geoplanning-15781	281	10	requires	require	VERB
geoplanning-15781	281	11	the	the	DET
geoplanning-15781	281	12	involvement	involvement	NOUN
geoplanning-15781	281	13	of	of	ADP
geoplanning-15781	281	14	the	the	DET
geoplanning-15781	281	15	local	local	ADJ
geoplanning-15781	281	16	community	community	NOUN
geoplanning-15781	281	17	and	and	CCONJ
geoplanning-15781	281	18	capacity	capacity	NOUN
geoplanning-15781	281	19	building	building	NOUN
geoplanning-15781	281	20	programs	program	NOUN
geoplanning-15781	281	21	,	,	PUNCT
geoplanning-15781	281	22	local	local	ADJ
geoplanning-15781	281	23	governments	government	NOUN
geoplanning-15781	281	24	(	(	PUNCT
geoplanning-15781	281	25	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	281	26	,	,	PUNCT
geoplanning-15781	281	27	2017	2017	NUM
geoplanning-15781	281	28	)	)	PUNCT
geoplanning-15781	281	29	regarding	regard	VERB
geoplanning-15781	281	30	how	how	SCONJ
geoplanning-15781	281	31	to	to	PART
geoplanning-15781	281	32	protect	protect	VERB
geoplanning-15781	281	33	the	the	DET
geoplanning-15781	281	34	environment	environment	NOUN
geoplanning-15781	281	35	for	for	ADP
geoplanning-15781	281	36	the	the	DET
geoplanning-15781	281	37	future	future	NOUN
geoplanning-15781	281	38	and	and	CCONJ
geoplanning-15781	281	39	move	move	VERB
geoplanning-15781	281	40	towards	towards	ADP
geoplanning-15781	281	41	a	a	DET
geoplanning-15781	281	42	sustainable	sustainable	ADJ
geoplanning-15781	281	43	urban	urban	ADJ
geoplanning-15781	281	44	habitat	habitat	NOUN
geoplanning-15781	281	45	in	in	ADP
geoplanning-15781	281	46	a	a	DET
geoplanning-15781	281	47	balanced	balanced	ADJ
geoplanning-15781	281	48	approach	approach	NOUN
geoplanning-15781	281	49	.	.	PUNCT
geoplanning-15781	282	1	5	5	X
geoplanning-15781	282	2	.	.	X
geoplanning-15781	282	3	acknowledgments	acknowledgment	NOUN
geoplanning-15781	282	4	the	the	DET
geoplanning-15781	282	5	authors	author	NOUN
geoplanning-15781	282	6	would	would	AUX
geoplanning-15781	282	7	like	like	VERB
geoplanning-15781	282	8	to	to	PART
geoplanning-15781	282	9	thank	thank	VERB
geoplanning-15781	282	10	indian	indian	ADJ
geoplanning-15781	282	11	space	space	NOUN
geoplanning-15781	282	12	research	research	NOUN
geoplanning-15781	282	13	organisation	organisation	NOUN
geoplanning-15781	282	14	(	(	PUNCT
geoplanning-15781	282	15	isro	isro	PROPN
geoplanning-15781	282	16	)	)	PUNCT
geoplanning-15781	282	17	and	and	CCONJ
geoplanning-15781	282	18	national	national	ADJ
geoplanning-15781	282	19	aeronautics	aeronautic	NOUN
geoplanning-15781	282	20	and	and	CCONJ
geoplanning-15781	282	21	space	space	PROPN
geoplanning-15781	282	22	administration	administration	NOUN
geoplanning-15781	282	23	(	(	PUNCT
geoplanning-15781	282	24	nasa	nasa	PROPN
geoplanning-15781	282	25	)	)	PUNCT
geoplanning-15781	282	26	,	,	PUNCT
geoplanning-15781	282	27	for	for	ADP
geoplanning-15781	282	28	providing	provide	VERB
geoplanning-15781	282	29	the	the	DET
geoplanning-15781	282	30	freely	freely	ADV
geoplanning-15781	282	31	available	available	ADJ
geoplanning-15781	282	32	satellite	satellite	NOUN
geoplanning-15781	282	33	data	datum	NOUN
geoplanning-15781	282	34	used	use	VERB
geoplanning-15781	282	35	in	in	ADP
geoplanning-15781	282	36	this	this	DET
geoplanning-15781	282	37	study	study	NOUN
geoplanning-15781	282	38	.	.	PUNCT
geoplanning-15781	283	1	we	we	PRON
geoplanning-15781	283	2	are	be	AUX
geoplanning-15781	283	3	also	also	ADV
geoplanning-15781	283	4	grateful	grateful	ADJ
geoplanning-15781	283	5	to	to	ADP
geoplanning-15781	283	6	meteorology	meteorology	NOUN
geoplanning-15781	283	7	department	department	NOUN
geoplanning-15781	283	8	,	,	PUNCT
geoplanning-15781	283	9	faculty	faculty	NOUN
geoplanning-15781	283	10	of	of	ADP
geoplanning-15781	283	11	environmental	environmental	ADJ
geoplanning-15781	283	12	engineering	engineering	NOUN
geoplanning-15781	283	13	and	and	CCONJ
geoplanning-15781	283	14	spatial	spatial	ADJ
geoplanning-15781	283	15	management	management	NOUN
geoplanning-15781	283	16	,	,	PUNCT
geoplanning-15781	283	17	poznan	poznan	PROPN
geoplanning-15781	283	18	university	university	PROPN
geoplanning-15781	283	19	of	of	ADP
geoplanning-15781	283	20	life	life	NOUN
geoplanning-15781	283	21	sciences	science	NOUN
geoplanning-15781	283	22	for	for	ADP
geoplanning-15781	283	23	providing	provide	VERB
geoplanning-15781	283	24	a	a	DET
geoplanning-15781	283	25	nice	nice	ADJ
geoplanning-15781	283	26	work	work	NOUN
geoplanning-15781	283	27	environment	environment	NOUN
geoplanning-15781	283	28	.	.	PUNCT
geoplanning-15781	284	1	interpreting	interpret	VERB
geoplanning-15781	284	2	and	and	CCONJ
geoplanning-15781	284	3	writing	writing	NOUN
geoplanning-15781	284	4	of	of	ADP
geoplanning-15781	284	5	the	the	DET
geoplanning-15781	284	6	manuscript	manuscript	NOUN
geoplanning-15781	284	7	were	be	AUX
geoplanning-15781	284	8	supported	support	VERB
geoplanning-15781	284	9	by	by	ADP
geoplanning-15781	284	10	the	the	DET
geoplanning-15781	284	11	polish	polish	ADJ
geoplanning-15781	284	12	national	national	PROPN
geoplanning-15781	284	13	research	research	PROPN
geoplanning-15781	284	14	centre	centre	PROPN
geoplanning-15781	284	15	(	(	PUNCT
geoplanning-15781	284	16	ncn	ncn	NOUN
geoplanning-15781	284	17	)	)	PUNCT
geoplanning-15781	284	18	within	within	ADP
geoplanning-15781	284	19	the	the	DET
geoplanning-15781	284	20	project	project	NOUN
geoplanning-15781	284	21	no	no	DET
geoplanning-15781	284	22	2016/21	2016/21	NUM
geoplanning-15781	284	23	/	/	SYM
geoplanning-15781	284	24	b	b	NOUN
geoplanning-15781	284	25	/	/	SYM
geoplanning-15781	284	26	st10/02271	st10/02271	PROPN
geoplanning-15781	284	27	.	.	PUNCT
geoplanning-15781	285	1	lastly	lastly	ADV
geoplanning-15781	285	2	,	,	PUNCT
geoplanning-15781	285	3	we	we	PRON
geoplanning-15781	285	4	extend	extend	VERB
geoplanning-15781	285	5	our	our	PRON
geoplanning-15781	285	6	thanks	thank	NOUN
geoplanning-15781	285	7	to	to	ADP
geoplanning-15781	285	8	the	the	DET
geoplanning-15781	285	9	anonymous	anonymous	ADJ
geoplanning-15781	285	10	reviews	review	NOUN
geoplanning-15781	285	11	for	for	ADP
geoplanning-15781	285	12	their	their	PRON
geoplanning-15781	285	13	kind	kind	ADJ
geoplanning-15781	285	14	consideration	consideration	NOUN
geoplanning-15781	285	15	and	and	CCONJ
geoplanning-15781	285	16	significant	significant	ADJ
geoplanning-15781	285	17	improvements	improvement	NOUN
geoplanning-15781	285	18	through	through	ADP
geoplanning-15781	285	19	their	their	PRON
geoplanning-15781	285	20	comments	comment	NOUN
geoplanning-15781	285	21	.	.	PUNCT
geoplanning-15781	286	1	6	6	NUM
geoplanning-15781	286	2	.	.	X
geoplanning-15781	286	3	references	reference	NOUN
geoplanning-15781	286	4	aithal	aithal	PROPN
geoplanning-15781	286	5	,	,	PUNCT
geoplanning-15781	286	6	b.	b.	PROPN
geoplanning-15781	286	7	h.	h.	PROPN
geoplanning-15781	286	8	,	,	PUNCT
geoplanning-15781	286	9	vinay	vinay	PROPN
geoplanning-15781	286	10	,	,	PUNCT
geoplanning-15781	286	11	s.	s.	PROPN
geoplanning-15781	286	12	,	,	PUNCT
geoplanning-15781	286	13	durgappa	durgappa	PROPN
geoplanning-15781	286	14	,	,	PUNCT
geoplanning-15781	286	15	s.	s.	PROPN
geoplanning-15781	286	16	,	,	PUNCT
geoplanning-15781	286	17	&	&	CCONJ
geoplanning-15781	286	18	ramachandra	ramachandra	PROPN
geoplanning-15781	286	19	,	,	PUNCT
geoplanning-15781	286	20	t.	t.	PROPN
geoplanning-15781	286	21	v.	v.	PROPN
geoplanning-15781	286	22	(	(	PUNCT
geoplanning-15781	286	23	2013	2013	NUM
geoplanning-15781	286	24	)	)	PUNCT
geoplanning-15781	286	25	.	.	PUNCT
geoplanning-15781	287	1	modeling	modeling	NOUN
geoplanning-15781	287	2	and	and	CCONJ
geoplanning-15781	287	3	simulation	simulation	NOUN
geoplanning-15781	287	4	of	of	ADP
geoplanning-15781	287	5	urbanisation	urbanisation	NOUN
geoplanning-15781	287	6	in	in	ADP
geoplanning-15781	287	7	greater	great	ADJ
geoplanning-15781	287	8	bangalore	bangalore	NOUN
geoplanning-15781	287	9	,	,	PUNCT
geoplanning-15781	287	10	india	india	PROPN
geoplanning-15781	287	11	.	.	PUNCT
geoplanning-15781	288	1	in	in	ADP
geoplanning-15781	288	2	proc	proc	PROPN
geoplanning-15781	288	3	.	.	PUNCT
geoplanning-15781	289	1	of	of	ADP
geoplanning-15781	289	2	national	national	PROPN
geoplanning-15781	289	3	spatial	spatial	ADJ
geoplanning-15781	289	4	data	data	PROPN
geoplanning-15781	289	5	infrastructure	infrastructure	NOUN
geoplanning-15781	289	6	2013	2013	NUM
geoplanning-15781	289	7	conference	conference	NOUN
geoplanning-15781	289	8	,	,	PUNCT
geoplanning-15781	289	9	iit	iit	PROPN
geoplanning-15781	289	10	bombay	bombay	PROPN
geoplanning-15781	289	11	(	(	PUNCT
geoplanning-15781	289	12	pp	pp	ADJ
geoplanning-15781	289	13	.	.	PUNCT
geoplanning-15781	289	14	34–50	34–50	NUM
geoplanning-15781	289	15	)	)	PUNCT
geoplanning-15781	289	16	.	.	PUNCT
geoplanning-15781	290	1	bagan	bagan	PROPN
geoplanning-15781	290	2	,	,	PUNCT
geoplanning-15781	290	3	h.	h.	PROPN
geoplanning-15781	290	4	,	,	PUNCT
geoplanning-15781	290	5	&	&	CCONJ
geoplanning-15781	290	6	yamagata	yamagata	PROPN
geoplanning-15781	290	7	,	,	PUNCT
geoplanning-15781	290	8	y.	y.	PROPN
geoplanning-15781	290	9	(	(	PUNCT
geoplanning-15781	290	10	2012	2012	NUM
geoplanning-15781	290	11	)	)	PUNCT
geoplanning-15781	290	12	.	.	PUNCT
geoplanning-15781	291	1	landsat	landsat	PROPN
geoplanning-15781	291	2	analysis	analysis	NOUN
geoplanning-15781	291	3	of	of	ADP
geoplanning-15781	291	4	urban	urban	ADJ
geoplanning-15781	291	5	growth	growth	NOUN
geoplanning-15781	291	6	:	:	PUNCT
geoplanning-15781	291	7	how	how	SCONJ
geoplanning-15781	291	8	tokyo	tokyo	PROPN
geoplanning-15781	291	9	became	become	VERB
geoplanning-15781	291	10	the	the	DET
geoplanning-15781	291	11	world	world	NOUN
geoplanning-15781	291	12	’s	’s	PART
geoplanning-15781	291	13	largest	large	ADJ
geoplanning-15781	291	14	megacity	megacity	NOUN
geoplanning-15781	291	15	during	during	ADP
geoplanning-15781	291	16	the	the	DET
geoplanning-15781	291	17	last	last	ADJ
geoplanning-15781	291	18	40years	40year	NOUN
geoplanning-15781	291	19	.	.	PUNCT
geoplanning-15781	292	1	remote	remote	ADJ
geoplanning-15781	292	2	sensing	sensing	NOUN
geoplanning-15781	292	3	of	of	ADP
geoplanning-15781	292	4	environment	environment	NOUN
geoplanning-15781	292	5	,	,	PUNCT
geoplanning-15781	292	6	127	127	NUM
geoplanning-15781	292	7	,	,	PUNCT
geoplanning-15781	292	8	210–222	210–222	NUM
geoplanning-15781	292	9	.	.	PUNCT
geoplanning-15781	293	1	[	[	X
geoplanning-15781	293	2	crossref	crossref	X
geoplanning-15781	293	3	]	]	X
geoplanning-15781	293	4	bandopadhyay	bandopadhyay	PROPN
geoplanning-15781	293	5	,	,	PUNCT
geoplanning-15781	293	6	s.	s.	PROPN
geoplanning-15781	293	7	(	(	PUNCT
geoplanning-15781	293	8	2016	2016	NUM
geoplanning-15781	293	9	)	)	PUNCT
geoplanning-15781	293	10	.	.	PUNCT
geoplanning-15781	294	1	does	do	VERB
geoplanning-15781	294	2	elevation	elevation	NOUN
geoplanning-15781	294	3	impact	impact	NOUN
geoplanning-15781	294	4	local	local	ADJ
geoplanning-15781	294	5	level	level	NOUN
geoplanning-15781	294	6	climate	climate	NOUN
geoplanning-15781	294	7	change	change	NOUN
geoplanning-15781	294	8	?	?	PUNCT
geoplanning-15781	295	1	an	an	DET
geoplanning-15781	295	2	analysis	analysis	NOUN
geoplanning-15781	295	3	based	base	VERB
geoplanning-15781	295	4	on	on	ADP
geoplanning-15781	295	5	fifteen	fifteen	NUM
geoplanning-15781	295	6	years	year	NOUN
geoplanning-15781	295	7	of	of	ADP
geoplanning-15781	295	8	daily	daily	ADJ
geoplanning-15781	295	9	diurnal	diurnal	ADJ
geoplanning-15781	295	10	data	datum	NOUN
geoplanning-15781	295	11	and	and	CCONJ
geoplanning-15781	295	12	time	time	NOUN
geoplanning-15781	295	13	series	series	PROPN
geoplanning-15781	295	14	forecasts	forecast	NOUN
geoplanning-15781	295	15	.	.	PUNCT
geoplanning-15781	296	1	pacific	pacific	PROPN
geoplanning-15781	296	2	science	science	PROPN
geoplanning-15781	296	3	review	review	VERB
geoplanning-15781	296	4	a	a	DET
geoplanning-15781	296	5	:	:	PUNCT
geoplanning-15781	296	6	natural	natural	ADJ
geoplanning-15781	296	7	science	science	NOUN
geoplanning-15781	296	8	and	and	CCONJ
geoplanning-15781	296	9	engineering	engineering	NOUN
geoplanning-15781	296	10	,	,	PUNCT
geoplanning-15781	296	11	18(3	18(3	NUM
geoplanning-15781	296	12	)	)	PUNCT
geoplanning-15781	296	13	,	,	PUNCT
geoplanning-15781	297	1	241	241	PROPN
geoplanning-15781	297	2	-	-	SYM
geoplanning-15781	297	3	253	253	NUM
geoplanning-15781	297	4	.	.	PUNCT
geoplanning-15781	297	5	bandopadhyay	bandopadhyay	PROPN
geoplanning-15781	297	6	,	,	PUNCT
geoplanning-15781	297	7	s.	s.	PROPN
geoplanning-15781	297	8	(	(	PUNCT
geoplanning-15781	297	9	2017	2017	NUM
geoplanning-15781	297	10	)	)	PUNCT
geoplanning-15781	297	11	.	.	PUNCT
geoplanning-15781	298	1	integrated	integrate	VERB
geoplanning-15781	298	2	spatial	spatial	ADJ
geoplanning-15781	298	3	platform	platform	NOUN
geoplanning-15781	298	4	for	for	ADP
geoplanning-15781	298	5	better	well	ADJ
geoplanning-15781	298	6	flood	flood	NOUN
geoplanning-15781	298	7	management	management	NOUN
geoplanning-15781	298	8	and	and	CCONJ
geoplanning-15781	298	9	mitigation	mitigation	NOUN
geoplanning-15781	298	10	for	for	ADP
geoplanning-15781	298	11	local	local	ADJ
geoplanning-15781	298	12	governments	government	NOUN
geoplanning-15781	298	13	:	:	PUNCT
geoplanning-15781	298	14	a	a	DET
geoplanning-15781	298	15	geospatial	geospatial	ADJ
geoplanning-15781	298	16	approach	approach	NOUN
geoplanning-15781	298	17	.	.	PUNCT
geoplanning-15781	299	1	geo	geo	PROPN
geoplanning-15781	299	2	-	-	PUNCT
geoplanning-15781	299	3	spatial	spatial	ADJ
geoplanning-15781	299	4	data	datum	NOUN
geoplanning-15781	299	5	in	in	ADP
geoplanning-15781	299	6	natural	natural	ADJ
geoplanning-15781	299	7	resources	resource	NOUN
geoplanning-15781	299	8	,	,	PUNCT
geoplanning-15781	299	9	1	1	NUM
geoplanning-15781	299	10	-	-	SYM
geoplanning-15781	299	11	12	12	NUM
geoplanning-15781	299	12	[	[	X
geoplanning-15781	299	13	crossref	crossref	X
geoplanning-15781	299	14	]	]	X
geoplanning-15781	299	15	bardhan	bardhan	PROPN
geoplanning-15781	299	16	,	,	PUNCT
geoplanning-15781	299	17	r.	r.	PROPN
geoplanning-15781	299	18	,	,	PUNCT
geoplanning-15781	299	19	debnath	debnath	PROPN
geoplanning-15781	299	20	,	,	PUNCT
geoplanning-15781	299	21	r.	r.	PROPN
geoplanning-15781	299	22	,	,	PUNCT
geoplanning-15781	299	23	&	&	CCONJ
geoplanning-15781	299	24	bandopadhyay	bandopadhyay	PROPN
geoplanning-15781	299	25	,	,	PUNCT
geoplanning-15781	299	26	s.	s.	PROPN
geoplanning-15781	299	27	(	(	PUNCT
geoplanning-15781	299	28	2016	2016	NUM
geoplanning-15781	299	29	)	)	PUNCT
geoplanning-15781	299	30	.	.	PUNCT
geoplanning-15781	300	1	a	a	DET
geoplanning-15781	300	2	conceptual	conceptual	ADJ
geoplanning-15781	300	3	model	model	NOUN
geoplanning-15781	300	4	for	for	ADP
geoplanning-15781	300	5	identifying	identify	VERB
geoplanning-15781	300	6	the	the	DET
geoplanning-15781	300	7	risk	risk	NOUN
geoplanning-15781	300	8	susceptibility	susceptibility	NOUN
geoplanning-15781	300	9	of	of	ADP
geoplanning-15781	300	10	urban	urban	ADJ
geoplanning-15781	300	11	green	green	ADJ
geoplanning-15781	300	12	spaces	space	NOUN
geoplanning-15781	300	13	using	use	VERB
geoplanning-15781	300	14	geo	geo	PROPN
geoplanning-15781	300	15	-	-	PUNCT
geoplanning-15781	300	16	spatial	spatial	ADJ
geoplanning-15781	300	17	techniques	technique	NOUN
geoplanning-15781	300	18	.	.	PUNCT
geoplanning-15781	301	1	modeling	model	VERB
geoplanning-15781	301	2	earth	earth	NOUN
geoplanning-15781	301	3	systems	system	NOUN
geoplanning-15781	301	4	and	and	CCONJ
geoplanning-15781	301	5	environment	environment	NOUN
geoplanning-15781	301	6	,	,	PUNCT
geoplanning-15781	301	7	2(3	2(3	NUM
geoplanning-15781	301	8	)	)	PUNCT
geoplanning-15781	301	9	.	.	PUNCT
geoplanning-15781	302	1	[	[	X
geoplanning-15781	302	2	crossref	crossref	X
geoplanning-15781	302	3	]	]	X
geoplanning-15781	302	4	brown	brown	PROPN
geoplanning-15781	302	5	,	,	PUNCT
geoplanning-15781	302	6	d.	d.	PROPN
geoplanning-15781	302	7	g.	g.	PROPN
geoplanning-15781	302	8	,	,	PUNCT
geoplanning-15781	302	9	pijanowski	pijanowski	PROPN
geoplanning-15781	302	10	,	,	PUNCT
geoplanning-15781	302	11	b.	b.	PROPN
geoplanning-15781	302	12	c.	c.	PROPN
geoplanning-15781	302	13	,	,	PUNCT
geoplanning-15781	302	14	&	&	CCONJ
geoplanning-15781	302	15	duh	duh	PROPN
geoplanning-15781	302	16	,	,	PUNCT
geoplanning-15781	302	17	j.	j.	PROPN
geoplanning-15781	302	18	d.	d.	PROPN
geoplanning-15781	302	19	(	(	PUNCT
geoplanning-15781	302	20	2000	2000	NUM
geoplanning-15781	302	21	)	)	PUNCT
geoplanning-15781	302	22	.	.	PUNCT
geoplanning-15781	303	1	modeling	model	VERB
geoplanning-15781	303	2	the	the	DET
geoplanning-15781	303	3	relationships	relationship	NOUN
geoplanning-15781	303	4	between	between	ADP
geoplanning-15781	303	5	land	land	NOUN
geoplanning-15781	303	6	use	use	NOUN
geoplanning-15781	303	7	and	and	CCONJ
geoplanning-15781	303	8	land	land	NOUN
geoplanning-15781	303	9	cover	cover	NOUN
geoplanning-15781	303	10	on	on	ADP
geoplanning-15781	303	11	private	private	ADJ
geoplanning-15781	303	12	lands	land	NOUN
geoplanning-15781	303	13	in	in	ADP
geoplanning-15781	303	14	the	the	DET
geoplanning-15781	303	15	upper	upper	ADJ
geoplanning-15781	303	16	midwest	midwest	PROPN
geoplanning-15781	303	17	,	,	PUNCT
geoplanning-15781	303	18	usa	usa	PROPN
geoplanning-15781	303	19	.	.	PROPN
geoplanning-15781	303	20	journal	journal	PROPN
geoplanning-15781	303	21	of	of	ADP
geoplanning-15781	303	22	environmental	environmental	ADJ
geoplanning-15781	303	23	management	management	NOUN
geoplanning-15781	303	24	,	,	PUNCT
geoplanning-15781	303	25	59(4	59(4	NUM
geoplanning-15781	303	26	)	)	PUNCT
geoplanning-15781	303	27	,	,	PUNCT
geoplanning-15781	303	28	247	247	NUM
geoplanning-15781	303	29	–	–	PUNCT
geoplanning-15781	303	30	263	263	NUM
geoplanning-15781	303	31	.	.	PUNCT
geoplanning-15781	304	1	[	[	X
geoplanning-15781	304	2	crossref	crossref	X
geoplanning-15781	304	3	]	]	X
geoplanning-15781	304	4	deep	deep	ADJ
geoplanning-15781	304	5	,	,	PUNCT
geoplanning-15781	304	6	s.	s.	PROPN
geoplanning-15781	304	7	,	,	PUNCT
geoplanning-15781	304	8	&	&	CCONJ
geoplanning-15781	304	9	saklani	saklani	PROPN
geoplanning-15781	304	10	,	,	PUNCT
geoplanning-15781	304	11	a.	a.	NOUN
geoplanning-15781	304	12	(	(	PUNCT
geoplanning-15781	304	13	2014	2014	NUM
geoplanning-15781	304	14	)	)	PUNCT
geoplanning-15781	304	15	.	.	PUNCT
geoplanning-15781	305	1	urban	urban	ADJ
geoplanning-15781	305	2	sprawl	sprawl	NOUN
geoplanning-15781	305	3	modeling	modeling	NOUN
geoplanning-15781	305	4	using	use	VERB
geoplanning-15781	305	5	cellular	cellular	ADJ
geoplanning-15781	305	6	automata	automata	NOUN
geoplanning-15781	305	7	.	.	PUNCT
geoplanning-15781	306	1	the	the	DET
geoplanning-15781	306	2	egyptian	egyptian	ADJ
geoplanning-15781	306	3	journal	journal	PROPN
geoplanning-15781	306	4	of	of	ADP
geoplanning-15781	306	5	remote	remote	ADJ
geoplanning-15781	306	6	sensing	sensing	NOUN
geoplanning-15781	306	7	and	and	CCONJ
geoplanning-15781	306	8	space	space	NOUN
geoplanning-15781	306	9	science	science	NOUN
geoplanning-15781	306	10	,	,	PUNCT
geoplanning-15781	306	11	17(2	17(2	NUM
geoplanning-15781	306	12	)	)	PUNCT
geoplanning-15781	306	13	,	,	PUNCT
geoplanning-15781	306	14	179–187	179–187	NUM
geoplanning-15781	306	15	.	.	PUNCT
geoplanning-15781	307	1	[	[	X
geoplanning-15781	307	2	crossref	crossref	X
geoplanning-15781	307	3	]	]	X
geoplanning-15781	307	4	glaeser	glaeser	NOUN
geoplanning-15781	307	5	,	,	PUNCT
geoplanning-15781	307	6	e.	e.	PROPN
geoplanning-15781	307	7	,	,	PUNCT
geoplanning-15781	307	8	&	&	CCONJ
geoplanning-15781	307	9	kahn	kahn	PROPN
geoplanning-15781	307	10	,	,	PUNCT
geoplanning-15781	307	11	m.	m.	NOUN
geoplanning-15781	307	12	(	(	PUNCT
geoplanning-15781	307	13	2003	2003	NUM
geoplanning-15781	307	14	)	)	PUNCT
geoplanning-15781	307	15	.	.	PUNCT
geoplanning-15781	308	1	sprawl	sprawl	NOUN
geoplanning-15781	308	2	and	and	CCONJ
geoplanning-15781	308	3	urban	urban	ADJ
geoplanning-15781	308	4	growth	growth	NOUN
geoplanning-15781	308	5	.	.	PUNCT
geoplanning-15781	309	1	national	national	PROPN
geoplanning-15781	309	2	bureau	bureau	PROPN
geoplanning-15781	309	3	of	of	ADP
geoplanning-15781	309	4	economic	economic	ADJ
geoplanning-15781	309	5	research	research	NOUN
geoplanning-15781	309	6	.	.	PUNCT
geoplanning-15781	310	1	[	[	X
geoplanning-15781	310	2	crossref	crossref	X
geoplanning-15781	310	3	]	]	X
geoplanning-15781	310	4	islam	islam	PROPN
geoplanning-15781	310	5	,	,	PUNCT
geoplanning-15781	310	6	m.	m.	NOUN
geoplanning-15781	310	7	s.	s.	PROPN
geoplanning-15781	310	8	,	,	PUNCT
geoplanning-15781	310	9	&	&	CCONJ
geoplanning-15781	310	10	ahmed	ahmed	PROPN
geoplanning-15781	310	11	,	,	PUNCT
geoplanning-15781	310	12	r.	r.	PROPN
geoplanning-15781	310	13	(	(	PUNCT
geoplanning-15781	310	14	2012	2012	NUM
geoplanning-15781	310	15	)	)	PUNCT
geoplanning-15781	310	16	.	.	PUNCT
geoplanning-15781	311	1	land	land	NOUN
geoplanning-15781	311	2	use	use	NOUN
geoplanning-15781	311	3	change	change	NOUN
geoplanning-15781	311	4	prediction	prediction	NOUN
geoplanning-15781	311	5	in	in	ADP
geoplanning-15781	311	6	dhaka	dhaka	PROPN
geoplanning-15781	311	7	city	city	NOUN
geoplanning-15781	311	8	using	use	VERB
geoplanning-15781	311	9	gis	gis	PROPN
geoplanning-15781	311	10	aided	aid	VERB
geoplanning-15781	311	11	markov	markov	NOUN
geoplanning-15781	311	12	chain	chain	NOUN
geoplanning-15781	311	13	modeling	modeling	NOUN
geoplanning-15781	311	14	.	.	PUNCT
geoplanning-15781	312	1	journal	journal	NOUN
geoplanning-15781	312	2	of	of	ADP
geoplanning-15781	312	3	life	life	NOUN
geoplanning-15781	312	4	and	and	CCONJ
geoplanning-15781	312	5	earth	earth	NOUN
geoplanning-15781	312	6	science	science	NOUN
geoplanning-15781	312	7	,	,	PUNCT
geoplanning-15781	312	8	6	6	NUM
geoplanning-15781	312	9	.	.	PUNCT
geoplanning-15781	313	1	[	[	X
geoplanning-15781	313	2	crossref	crossref	X
geoplanning-15781	313	3	]	]	X
geoplanning-15781	313	4	jat	jat	PROPN
geoplanning-15781	313	5	,	,	PUNCT
geoplanning-15781	313	6	m.	m.	PROPN
geoplanning-15781	313	7	k.	k.	PROPN
geoplanning-15781	313	8	,	,	PUNCT
geoplanning-15781	313	9	choudhary	choudhary	PROPN
geoplanning-15781	313	10	,	,	PUNCT
geoplanning-15781	313	11	m.	m.	NOUN
geoplanning-15781	313	12	,	,	PUNCT
geoplanning-15781	313	13	&	&	CCONJ
geoplanning-15781	313	14	saxena	saxena	PROPN
geoplanning-15781	313	15	,	,	PUNCT
geoplanning-15781	313	16	a.	a.	NOUN
geoplanning-15781	313	17	(	(	PUNCT
geoplanning-15781	313	18	2017	2017	NUM
geoplanning-15781	313	19	)	)	PUNCT
geoplanning-15781	313	20	.	.	PUNCT
geoplanning-15781	314	1	application	application	NOUN
geoplanning-15781	314	2	of	of	ADP
geoplanning-15781	314	3	geo	geo	PROPN
geoplanning-15781	314	4	-	-	PUNCT
geoplanning-15781	314	5	spatial	spatial	ADJ
geoplanning-15781	314	6	techniques	technique	NOUN
geoplanning-15781	314	7	and	and	CCONJ
geoplanning-15781	314	8	cellular	cellular	ADJ
geoplanning-15781	314	9	automata	automata	NOUN
geoplanning-15781	314	10	for	for	ADP
geoplanning-15781	314	11	modelling	model	VERB
geoplanning-15781	314	12	urban	urban	ADJ
geoplanning-15781	314	13	growth	growth	NOUN
geoplanning-15781	314	14	of	of	ADP
geoplanning-15781	314	15	a	a	DET
geoplanning-15781	314	16	heterogeneous	heterogeneous	ADJ
geoplanning-15781	314	17	urban	urban	ADJ
geoplanning-15781	314	18	fringe	fringe	NOUN
geoplanning-15781	314	19	.	.	PUNCT
geoplanning-15781	315	1	the	the	DET
geoplanning-15781	315	2	egyptian	egyptian	ADJ
geoplanning-15781	315	3	journal	journal	NOUN
geoplanning-15781	315	4	of	of	ADP
geoplanning-15781	315	5	remote	remote	ADJ
geoplanning-15781	315	6	sensing	sensing	NOUN
geoplanning-15781	315	7	and	and	CCONJ
geoplanning-15781	315	8	space	space	NOUN
geoplanning-15781	315	9	science	science	NOUN
geoplanning-15781	315	10	,	,	PUNCT
geoplanning-15781	315	11	20(2	20(2	NUM
geoplanning-15781	315	12	)	)	PUNCT
geoplanning-15781	315	13	,	,	PUNCT
geoplanning-15781	315	14	223–241	223–241	NUM
geoplanning-15781	315	15	.	.	PUNCT
geoplanning-15781	316	1	[	[	X
geoplanning-15781	316	2	crossref	crossref	X
geoplanning-15781	316	3	]	]	X
geoplanning-15781	316	4	jat	jat	PROPN
geoplanning-15781	316	5	,	,	PUNCT
geoplanning-15781	316	6	m.	m.	PROPN
geoplanning-15781	316	7	k.	k.	PROPN
geoplanning-15781	316	8	,	,	PUNCT
geoplanning-15781	316	9	garg	garg	PROPN
geoplanning-15781	316	10	,	,	PUNCT
geoplanning-15781	316	11	p.	p.	PROPN
geoplanning-15781	316	12	k.	k.	PROPN
geoplanning-15781	316	13	,	,	PUNCT
geoplanning-15781	316	14	&	&	CCONJ
geoplanning-15781	316	15	khare	khare	PROPN
geoplanning-15781	316	16	,	,	PUNCT
geoplanning-15781	316	17	d.	d.	PROPN
geoplanning-15781	316	18	(	(	PUNCT
geoplanning-15781	316	19	2008	2008	NUM
geoplanning-15781	316	20	)	)	PUNCT
geoplanning-15781	316	21	.	.	PUNCT
geoplanning-15781	317	1	monitoring	monitoring	NOUN
geoplanning-15781	317	2	and	and	CCONJ
geoplanning-15781	317	3	modelling	modelling	NOUN
geoplanning-15781	317	4	of	of	ADP
geoplanning-15781	317	5	urban	urban	ADJ
geoplanning-15781	317	6	sprawl	sprawl	NOUN
geoplanning-15781	317	7	using	use	VERB
geoplanning-15781	317	8	remote	remote	ADJ
geoplanning-15781	317	9	sensing	sensing	NOUN
geoplanning-15781	317	10	and	and	CCONJ
geoplanning-15781	317	11	gis	gis	NOUN
geoplanning-15781	317	12	techniques	technique	NOUN
geoplanning-15781	317	13	.	.	PUNCT
geoplanning-15781	318	1	international	international	ADJ
geoplanning-15781	318	2	journal	journal	PROPN
geoplanning-15781	318	3	of	of	ADP
geoplanning-15781	318	4	applied	apply	VERB
geoplanning-15781	318	5	earth	earth	NOUN
geoplanning-15781	318	6	observation	observation	NOUN
geoplanning-15781	318	7	and	and	CCONJ
geoplanning-15781	318	8	geoinformation	geoinformation	NOUN
geoplanning-15781	318	9	,	,	PUNCT
geoplanning-15781	318	10	10(1	10(1	NUM
geoplanning-15781	318	11	)	)	PUNCT
geoplanning-15781	318	12	,	,	PUNCT
geoplanning-15781	318	13	26	26	NUM
geoplanning-15781	318	14	–	–	SYM
geoplanning-15781	318	15	43	43	NUM
geoplanning-15781	318	16	.	.	PUNCT
geoplanning-15781	319	1	[	[	X
geoplanning-15781	319	2	crossref	crossref	X
geoplanning-15781	319	3	]	]	X
geoplanning-15781	319	4	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	319	5	/	/	SYM
geoplanning-15781	319	6	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	319	7	-	-	PROPN
geoplanning-15781	319	8	16	16	NUM
geoplanning-15781	319	9	https://doi.org/10.1016/j.rse.2012.09.011	https://doi.org/10.1016/j.rse.2012.09.011	NOUN
geoplanning-15781	319	10	https://doi.org/10.21523/gcb5.1701	https://doi.org/10.21523/gcb5.1701	X
geoplanning-15781	319	11	https://doi.org/10.1007/s40808-016-0202-y	https://doi.org/10.1007/s40808-016-0202-y	ADP
geoplanning-15781	319	12	https://doi.org/10.1006/jema.2000.0369	https://doi.org/10.1006/jema.2000.0369	PROPN
geoplanning-15781	319	13	https://doi.org/10.1016/j.ejrs.2014.07.001	https://doi.org/10.1016/j.ejrs.2014.07.001	NOUN
geoplanning-15781	319	14	https://doi.org/10.3386/w9733	https://doi.org/10.3386/w9733	NUM
geoplanning-15781	319	15	https://doi.org/10.3329/jles.v6i0.9726	https://doi.org/10.3329/jles.v6i0.9726	PROPN
geoplanning-15781	319	16	https://doi.org/10.1016/j.ejrs.2017.02.002	https://doi.org/10.1016/j.ejrs.2017.02.002	NUM
geoplanning-15781	319	17	https://doi.org/10.1016/j.jag.2007.04.002	https://doi.org/10.1016/j.jag.2007.04.002	NOUN
geoplanning-15781	319	18	kalluvetty	kalluvetty	NOUN
geoplanning-15781	319	19	and	and	CCONJ
geoplanning-15781	319	20	bandopadhyay	bandopadhyay	NOUN
geoplanning-15781	319	21	/	/	SYM
geoplanning-15781	319	22	geoplanning	geoplanning	NOUN
geoplanning-15781	319	23	:	:	PUNCT
geoplanning-15781	319	24	journal	journal	NOUN
geoplanning-15781	319	25	of	of	ADP
geoplanning-15781	319	26	geomatics	geomatics	PROPN
geoplanning-15781	319	27	and	and	CCONJ
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geoplanning-15781	319	29	,	,	PUNCT
geoplanning-15781	319	30	vol	vol	NOUN
geoplanning-15781	319	31	5	5	NUM
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geoplanning-15781	319	33	no	no	DET
geoplanning-15781	319	34	1	1	NUM
geoplanning-15781	319	35	,	,	PUNCT
geoplanning-15781	319	36	2018	2018	NUM
geoplanning-15781	319	37	,	,	PUNCT
geoplanning-15781	319	38	1	1	NUM
geoplanning-15781	319	39	-	-	SYM
geoplanning-15781	319	40	16	16	NUM
geoplanning-15781	319	41	doi	doi	NOUN
geoplanning-15781	319	42	:	:	PUNCT
geoplanning-15781	319	43	10.14710	10.14710	NUM
geoplanning-15781	319	44	/	/	SYM
geoplanning-15781	319	45	geoplanning.5.1.1	geoplanning.5.1.1	NOUN
geoplanning-15781	319	46	-	-	ADJ
geoplanning-15781	319	47	16	16	NUM
geoplanning-15781	319	48	16	16	NUM
geoplanning-15781	319	49	|	|	ADV
geoplanning-15781	319	50	memarian	memarian	NOUN
geoplanning-15781	319	51	,	,	PUNCT
geoplanning-15781	319	52	h.	h.	PROPN
geoplanning-15781	319	53	,	,	PUNCT
geoplanning-15781	319	54	balasundram	balasundram	PROPN
geoplanning-15781	319	55	,	,	PUNCT
geoplanning-15781	319	56	s.	s.	PROPN
geoplanning-15781	319	57	k.	k.	PROPN
geoplanning-15781	319	58	,	,	PUNCT
geoplanning-15781	319	59	talib	talib	PROPN
geoplanning-15781	319	60	,	,	PUNCT
geoplanning-15781	319	61	j.	j.	PROPN
geoplanning-15781	319	62	bin	bin	PROPN
geoplanning-15781	319	63	,	,	PUNCT
geoplanning-15781	319	64	sung	sung	PROPN
geoplanning-15781	319	65	,	,	PUNCT
geoplanning-15781	319	66	c.	c.	PROPN
geoplanning-15781	319	67	t.	t.	PROPN
geoplanning-15781	319	68	b.	b.	PROPN
geoplanning-15781	319	69	,	,	PUNCT
geoplanning-15781	319	70	sood	sood	PROPN
geoplanning-15781	319	71	,	,	PUNCT
geoplanning-15781	319	72	a.	a.	NOUN
geoplanning-15781	319	73	m.	m.	NOUN
geoplanning-15781	319	74	,	,	PUNCT
geoplanning-15781	319	75	&	&	CCONJ
geoplanning-15781	319	76	abbaspour	abbaspour	PROPN
geoplanning-15781	319	77	,	,	PUNCT
geoplanning-15781	319	78	k.	k.	PROPN
geoplanning-15781	319	79	(	(	PUNCT
geoplanning-15781	319	80	2012	2012	NUM
geoplanning-15781	319	81	)	)	PUNCT
geoplanning-15781	319	82	.	.	PUNCT
geoplanning-15781	320	1	validation	validation	NOUN
geoplanning-15781	320	2	of	of	ADP
geoplanning-15781	320	3	ca	ca	NOUN
geoplanning-15781	320	4	-	-	PUNCT
geoplanning-15781	320	5	markov	markov	NOUN
geoplanning-15781	320	6	for	for	ADP
geoplanning-15781	320	7	simulation	simulation	NOUN
geoplanning-15781	320	8	of	of	ADP
geoplanning-15781	320	9	land	land	NOUN
geoplanning-15781	320	10	use	use	NOUN
geoplanning-15781	320	11	and	and	CCONJ
geoplanning-15781	320	12	cover	cover	VERB
geoplanning-15781	320	13	change	change	NOUN
geoplanning-15781	320	14	in	in	ADP
geoplanning-15781	320	15	the	the	DET
geoplanning-15781	320	16	langat	langat	ADJ
geoplanning-15781	320	17	basin	basin	NOUN
geoplanning-15781	320	18	,	,	PUNCT
geoplanning-15781	320	19	malaysia	malaysia	PROPN
geoplanning-15781	320	20	.	.	PUNCT
geoplanning-15781	320	21	journal	journal	PROPN
geoplanning-15781	320	22	of	of	ADP
geoplanning-15781	320	23	geographic	geographic	ADJ
geoplanning-15781	320	24	information	information	NOUN
geoplanning-15781	320	25	system	system	NOUN
geoplanning-15781	320	26	,	,	PUNCT
geoplanning-15781	320	27	04(06	04(06	PROPN
geoplanning-15781	320	28	)	)	PUNCT
geoplanning-15781	320	29	,	,	PUNCT
geoplanning-15781	320	30	542–554	542–554	NUM
geoplanning-15781	320	31	.	.	PUNCT
geoplanning-15781	321	1	[	[	X
geoplanning-15781	321	2	crossref	crossref	X
geoplanning-15781	321	3	]	]	X
geoplanning-15781	321	4	muller	muller	NOUN
geoplanning-15781	321	5	,	,	PUNCT
geoplanning-15781	321	6	m.	m.	PROPN
geoplanning-15781	321	7	r.	r.	PROPN
geoplanning-15781	321	8	,	,	PUNCT
geoplanning-15781	321	9	&	&	CCONJ
geoplanning-15781	321	10	middleton	middleton	PROPN
geoplanning-15781	321	11	,	,	PUNCT
geoplanning-15781	321	12	j.	j.	PROPN
geoplanning-15781	321	13	(	(	PUNCT
geoplanning-15781	321	14	1994	1994	NUM
geoplanning-15781	321	15	)	)	PUNCT
geoplanning-15781	321	16	.	.	PUNCT
geoplanning-15781	322	1	a	a	DET
geoplanning-15781	322	2	markov	markov	NOUN
geoplanning-15781	322	3	model	model	NOUN
geoplanning-15781	322	4	of	of	ADP
geoplanning-15781	322	5	land	land	NOUN
geoplanning-15781	322	6	-	-	PUNCT
geoplanning-15781	322	7	use	use	NOUN
geoplanning-15781	322	8	change	change	NOUN
geoplanning-15781	322	9	dynamics	dynamic	NOUN
geoplanning-15781	322	10	in	in	ADP
geoplanning-15781	322	11	the	the	DET
geoplanning-15781	322	12	niagara	niagara	PROPN
geoplanning-15781	322	13	region	region	PROPN
geoplanning-15781	322	14	,	,	PUNCT
geoplanning-15781	322	15	ontario	ontario	PROPN
geoplanning-15781	322	16	,	,	PUNCT
geoplanning-15781	322	17	canada	canada	PROPN
geoplanning-15781	322	18	.	.	PUNCT
geoplanning-15781	323	1	landscape	landscape	NOUN
geoplanning-15781	323	2	ecology	ecology	NOUN
geoplanning-15781	323	3	,	,	PUNCT
geoplanning-15781	323	4	9(2	9(2	NUM
geoplanning-15781	323	5	)	)	PUNCT
geoplanning-15781	323	6	,	,	PUNCT
geoplanning-15781	324	1	151–157	151–157	NUM
geoplanning-15781	324	2	.	.	PUNCT
geoplanning-15781	324	3	myint	myint	PROPN
geoplanning-15781	324	4	,	,	PUNCT
geoplanning-15781	324	5	s.	s.	PROPN
geoplanning-15781	324	6	w.	w.	PROPN
geoplanning-15781	324	7	,	,	PUNCT
geoplanning-15781	324	8	&	&	CCONJ
geoplanning-15781	324	9	wang	wang	PROPN
geoplanning-15781	324	10	,	,	PUNCT
geoplanning-15781	324	11	l.	l.	PROPN
geoplanning-15781	324	12	(	(	PUNCT
geoplanning-15781	324	13	2006	2006	NUM
geoplanning-15781	324	14	)	)	PUNCT
geoplanning-15781	324	15	.	.	PUNCT
geoplanning-15781	325	1	multicriteria	multicriteria	PROPN
geoplanning-15781	325	2	decision	decision	NOUN
geoplanning-15781	325	3	approach	approach	NOUN
geoplanning-15781	325	4	for	for	ADP
geoplanning-15781	325	5	land	land	NOUN
geoplanning-15781	325	6	use	use	NOUN
geoplanning-15781	325	7	land	land	NOUN
geoplanning-15781	325	8	cover	cover	NOUN
geoplanning-15781	325	9	change	change	NOUN
geoplanning-15781	325	10	using	use	VERB
geoplanning-15781	325	11	markov	markov	NOUN
geoplanning-15781	325	12	chain	chain	NOUN
geoplanning-15781	325	13	analysis	analysis	NOUN
geoplanning-15781	325	14	and	and	CCONJ
geoplanning-15781	325	15	a	a	DET
geoplanning-15781	325	16	cellular	cellular	ADJ
geoplanning-15781	325	17	automata	automata	NOUN
geoplanning-15781	325	18	approach	approach	NOUN
geoplanning-15781	325	19	.	.	PUNCT
geoplanning-15781	326	1	canadian	canadian	ADJ
geoplanning-15781	326	2	journal	journal	NOUN
geoplanning-15781	326	3	of	of	ADP
geoplanning-15781	326	4	remote	remote	ADJ
geoplanning-15781	326	5	sensing	sensing	NOUN
geoplanning-15781	326	6	,	,	PUNCT
geoplanning-15781	326	7	32(6	32(6	NUM
geoplanning-15781	326	8	)	)	PUNCT
geoplanning-15781	326	9	,	,	PUNCT
geoplanning-15781	326	10	390–404	390–404	NUM
geoplanning-15781	326	11	.	.	PUNCT
geoplanning-15781	327	1	[	[	X
geoplanning-15781	327	2	crossref	crossref	X
geoplanning-15781	327	3	]	]	X
geoplanning-15781	327	4	nouri	nouri	PROPN
geoplanning-15781	327	5	,	,	PUNCT
geoplanning-15781	327	6	j.	j.	PROPN
geoplanning-15781	327	7	,	,	PUNCT
geoplanning-15781	327	8	gharagozlou	gharagozlou	PROPN
geoplanning-15781	327	9	,	,	PUNCT
geoplanning-15781	327	10	a.	a.	NOUN
geoplanning-15781	327	11	,	,	PUNCT
geoplanning-15781	327	12	arjmandi	arjmandi	PROPN
geoplanning-15781	327	13	,	,	PUNCT
geoplanning-15781	327	14	r.	r.	PROPN
geoplanning-15781	327	15	,	,	PUNCT
geoplanning-15781	327	16	faryadi	faryadi	PROPN
geoplanning-15781	327	17	,	,	PUNCT
geoplanning-15781	327	18	s.	s.	PROPN
geoplanning-15781	327	19	,	,	PUNCT
geoplanning-15781	327	20	&	&	CCONJ
geoplanning-15781	327	21	adl	adl	PROPN
geoplanning-15781	327	22	,	,	PUNCT
geoplanning-15781	327	23	m.	m.	NOUN
geoplanning-15781	327	24	(	(	PUNCT
geoplanning-15781	327	25	2014	2014	NUM
geoplanning-15781	327	26	)	)	PUNCT
geoplanning-15781	327	27	.	.	PUNCT
geoplanning-15781	328	1	predicting	predict	VERB
geoplanning-15781	328	2	urban	urban	ADJ
geoplanning-15781	328	3	land	land	NOUN
geoplanning-15781	328	4	use	use	NOUN
geoplanning-15781	328	5	changes	change	NOUN
geoplanning-15781	328	6	using	use	VERB
geoplanning-15781	328	7	a	a	DET
geoplanning-15781	328	8	ca	ca	NOUN
geoplanning-15781	328	9	-	-	PUNCT
geoplanning-15781	328	10	markov	markov	NOUN
geoplanning-15781	328	11	model	model	NOUN
geoplanning-15781	328	12	.	.	PUNCT
geoplanning-15781	329	1	arabian	arabian	ADJ
geoplanning-15781	329	2	journal	journal	PROPN
geoplanning-15781	329	3	for	for	ADP
geoplanning-15781	329	4	science	science	NOUN
geoplanning-15781	329	5	and	and	CCONJ
geoplanning-15781	329	6	engineering	engineering	NOUN
geoplanning-15781	329	7	,	,	PUNCT
geoplanning-15781	329	8	39(7	39(7	NUM
geoplanning-15781	329	9	)	)	PUNCT
geoplanning-15781	329	10	,	,	PUNCT
geoplanning-15781	329	11	5565–5573	5565–5573	NUM
geoplanning-15781	329	12	.	.	PUNCT
geoplanning-15781	330	1	[	[	X
geoplanning-15781	330	2	crossref	crossref	X
geoplanning-15781	330	3	]	]	X
geoplanning-15781	330	4	park	park	NOUN
geoplanning-15781	330	5	,	,	PUNCT
geoplanning-15781	330	6	m.-j	m.-j	PROPN
geoplanning-15781	330	7	.	.	PROPN
geoplanning-15781	330	8	,	,	PUNCT
geoplanning-15781	330	9	park	park	NOUN
geoplanning-15781	330	10	,	,	PUNCT
geoplanning-15781	330	11	g.-a	g.-a	PROPN
geoplanning-15781	330	12	.	.	PUNCT
geoplanning-15781	330	13	,	,	PUNCT
geoplanning-15781	330	14	lee	lee	PROPN
geoplanning-15781	330	15	,	,	PUNCT
geoplanning-15781	330	16	y.-j	y.-j	PROPN
geoplanning-15781	330	17	.	.	PROPN
geoplanning-15781	330	18	,	,	PUNCT
geoplanning-15781	330	19	&	&	CCONJ
geoplanning-15781	330	20	kim	kim	PROPN
geoplanning-15781	330	21	,	,	PUNCT
geoplanning-15781	330	22	s.-j	s.-j	PROPN
geoplanning-15781	330	23	.	.	PUNCT
geoplanning-15781	331	1	(	(	PUNCT
geoplanning-15781	331	2	2010	2010	NUM
geoplanning-15781	331	3	)	)	PUNCT
geoplanning-15781	331	4	.	.	PUNCT
geoplanning-15781	332	1	application	application	NOUN
geoplanning-15781	332	2	of	of	ADP
geoplanning-15781	332	3	the	the	DET
geoplanning-15781	332	4	modified	modify	VERB
geoplanning-15781	332	5	ca	ca	NOUN
geoplanning-15781	332	6	-	-	PUNCT
geoplanning-15781	332	7	markov	markov	NOUN
geoplanning-15781	332	8	technique	technique	NOUN
geoplanning-15781	332	9	for	for	ADP
geoplanning-15781	332	10	future	future	ADJ
geoplanning-15781	332	11	prediction	prediction	NOUN
geoplanning-15781	332	12	of	of	ADP
geoplanning-15781	332	13	forest	forest	NOUN
geoplanning-15781	332	14	land	land	NOUN
geoplanning-15781	332	15	cover	cover	NOUN
geoplanning-15781	332	16	in	in	ADP
geoplanning-15781	332	17	a	a	DET
geoplanning-15781	332	18	mountainous	mountainous	ADJ
geoplanning-15781	332	19	watershed	watershed	NOUN
geoplanning-15781	332	20	.	.	PUNCT
geoplanning-15781	333	1	journal	journal	NOUN
geoplanning-15781	333	2	of	of	ADP
geoplanning-15781	333	3	the	the	DET
geoplanning-15781	333	4	korean	korean	ADJ
geoplanning-15781	333	5	society	society	NOUN
geoplanning-15781	333	6	of	of	ADP
geoplanning-15781	333	7	agricultural	agricultural	ADJ
geoplanning-15781	333	8	engineers	engineer	NOUN
geoplanning-15781	333	9	,	,	PUNCT
geoplanning-15781	333	10	52(1	52(1	NOUN
geoplanning-15781	333	11	)	)	PUNCT
geoplanning-15781	333	12	,	,	PUNCT
geoplanning-15781	333	13	61–68	61–68	NUM
geoplanning-15781	333	14	.	.	PUNCT
geoplanning-15781	334	1	[	[	X
geoplanning-15781	334	2	crossref	crossref	X
geoplanning-15781	334	3	]	]	X
geoplanning-15781	334	4	pontius	pontius	PROPN
geoplanning-15781	334	5	,	,	PUNCT
geoplanning-15781	334	6	g.	g.	PROPN
geoplanning-15781	334	7	r.	r.	PROPN
geoplanning-15781	334	8	,	,	PUNCT
geoplanning-15781	334	9	&	&	CCONJ
geoplanning-15781	334	10	malanson	malanson	PROPN
geoplanning-15781	334	11	,	,	PUNCT
geoplanning-15781	334	12	j.	j.	PROPN
geoplanning-15781	334	13	(	(	PUNCT
geoplanning-15781	334	14	2005	2005	NUM
geoplanning-15781	334	15	)	)	PUNCT
geoplanning-15781	334	16	.	.	PUNCT
geoplanning-15781	335	1	comparison	comparison	NOUN
geoplanning-15781	335	2	of	of	ADP
geoplanning-15781	335	3	the	the	DET
geoplanning-15781	335	4	structure	structure	NOUN
geoplanning-15781	335	5	and	and	CCONJ
geoplanning-15781	335	6	accuracy	accuracy	NOUN
geoplanning-15781	335	7	of	of	ADP
geoplanning-15781	335	8	two	two	NUM
geoplanning-15781	335	9	land	land	NOUN
geoplanning-15781	335	10	change	change	NOUN
geoplanning-15781	335	11	models	model	NOUN
geoplanning-15781	335	12	.	.	PUNCT
geoplanning-15781	336	1	international	international	ADJ
geoplanning-15781	336	2	journal	journal	NOUN
geoplanning-15781	336	3	of	of	ADP
geoplanning-15781	336	4	geographical	geographical	ADJ
geoplanning-15781	336	5	information	information	NOUN
geoplanning-15781	336	6	science	science	NOUN
geoplanning-15781	336	7	,	,	PUNCT
geoplanning-15781	336	8	19(2	19(2	NUM
geoplanning-15781	336	9	)	)	PUNCT
geoplanning-15781	336	10	,	,	PUNCT
geoplanning-15781	336	11	243–265	243–265	NUM
geoplanning-15781	336	12	.	.	PUNCT
geoplanning-15781	337	1	[	[	X
geoplanning-15781	337	2	crossref	crossref	X
geoplanning-15781	337	3	]	]	X
geoplanning-15781	337	4	sang	sang	PROPN
geoplanning-15781	337	5	,	,	PUNCT
geoplanning-15781	337	6	l.	l.	PROPN
geoplanning-15781	337	7	,	,	PUNCT
geoplanning-15781	337	8	zhang	zhang	PROPN
geoplanning-15781	337	9	,	,	PUNCT
geoplanning-15781	337	10	c.	c.	PROPN
geoplanning-15781	337	11	,	,	PUNCT
geoplanning-15781	337	12	yang	yang	PROPN
geoplanning-15781	337	13	,	,	PUNCT
geoplanning-15781	337	14	j.	j.	PROPN
geoplanning-15781	337	15	,	,	PUNCT
geoplanning-15781	337	16	zhu	zhu	PROPN
geoplanning-15781	337	17	,	,	PUNCT
geoplanning-15781	337	18	d.	d.	PROPN
geoplanning-15781	337	19	,	,	PUNCT
geoplanning-15781	337	20	&	&	CCONJ
geoplanning-15781	337	21	yun	yun	PROPN
geoplanning-15781	337	22	,	,	PUNCT
geoplanning-15781	337	23	w.	w.	PROPN
geoplanning-15781	337	24	(	(	PUNCT
geoplanning-15781	337	25	2011	2011	NUM
geoplanning-15781	337	26	)	)	PUNCT
geoplanning-15781	337	27	.	.	PUNCT
geoplanning-15781	338	1	simulation	simulation	NOUN
geoplanning-15781	338	2	of	of	ADP
geoplanning-15781	338	3	land	land	NOUN
geoplanning-15781	338	4	use	use	VERB
geoplanning-15781	338	5	spatial	spatial	ADJ
geoplanning-15781	338	6	pattern	pattern	NOUN
geoplanning-15781	338	7	of	of	ADP
geoplanning-15781	338	8	towns	town	NOUN
geoplanning-15781	338	9	and	and	CCONJ
geoplanning-15781	338	10	villages	village	NOUN
geoplanning-15781	338	11	based	base	VERB
geoplanning-15781	338	12	on	on	ADP
geoplanning-15781	338	13	ca	ca	NOUN
geoplanning-15781	338	14	-	-	PUNCT
geoplanning-15781	338	15	markov	markov	NOUN
geoplanning-15781	338	16	model	model	NOUN
geoplanning-15781	338	17	.	.	PUNCT
geoplanning-15781	339	1	mathematical	mathematical	ADJ
geoplanning-15781	339	2	and	and	CCONJ
geoplanning-15781	339	3	computer	computer	NOUN
geoplanning-15781	339	4	modelling	modelling	NOUN
geoplanning-15781	339	5	,	,	PUNCT
geoplanning-15781	339	6	54(3–4	54(3–4	NUM
geoplanning-15781	339	7	)	)	PUNCT
geoplanning-15781	339	8	,	,	PUNCT
geoplanning-15781	339	9	938–943	938–943	NUM
geoplanning-15781	339	10	.	.	PUNCT
geoplanning-15781	340	1	[	[	X
geoplanning-15781	340	2	crossref	crossref	X
geoplanning-15781	340	3	]	]	X
geoplanning-15781	340	4	sun	sun	PROPN
geoplanning-15781	340	5	,	,	PUNCT
geoplanning-15781	340	6	h.	h.	PROPN
geoplanning-15781	340	7	,	,	PUNCT
geoplanning-15781	340	8	forsythe	forsythe	PROPN
geoplanning-15781	340	9	,	,	PUNCT
geoplanning-15781	340	10	w.	w.	PROPN
geoplanning-15781	340	11	,	,	PUNCT
geoplanning-15781	340	12	&	&	CCONJ
geoplanning-15781	340	13	waters	water	NOUN
geoplanning-15781	340	14	,	,	PUNCT
geoplanning-15781	340	15	n.	n.	NOUN
geoplanning-15781	340	16	(	(	PUNCT
geoplanning-15781	340	17	2007	2007	NUM
geoplanning-15781	340	18	)	)	PUNCT
geoplanning-15781	340	19	.	.	PUNCT
geoplanning-15781	341	1	modeling	model	VERB
geoplanning-15781	341	2	urban	urban	ADJ
geoplanning-15781	341	3	land	land	NOUN
geoplanning-15781	341	4	use	use	NOUN
geoplanning-15781	341	5	change	change	NOUN
geoplanning-15781	341	6	and	and	CCONJ
geoplanning-15781	341	7	urban	urban	ADJ
geoplanning-15781	341	8	sprawl	sprawl	NOUN
geoplanning-15781	341	9	:	:	PUNCT
geoplanning-15781	341	10	calgary	calgary	PROPN
geoplanning-15781	341	11	,	,	PUNCT
geoplanning-15781	341	12	alberta	alberta	PROPN
geoplanning-15781	341	13	,	,	PUNCT
geoplanning-15781	341	14	canada	canada	PROPN
geoplanning-15781	341	15	.	.	PUNCT
geoplanning-15781	342	1	networks	network	NOUN
geoplanning-15781	342	2	and	and	CCONJ
geoplanning-15781	342	3	spatial	spatial	ADJ
geoplanning-15781	342	4	economics	economic	NOUN
geoplanning-15781	342	5	,	,	PUNCT
geoplanning-15781	342	6	7(4	7(4	NUM
geoplanning-15781	342	7	)	)	PUNCT
geoplanning-15781	342	8	,	,	PUNCT
geoplanning-15781	342	9	353–376	353–376	NUM
geoplanning-15781	342	10	.	.	PUNCT
geoplanning-15781	343	1	[	[	X
geoplanning-15781	343	2	crossref	crossref	X
geoplanning-15781	343	3	]	]	X
geoplanning-15781	343	4	taubenböck	taubenböck	NOUN
geoplanning-15781	343	5	,	,	PUNCT
geoplanning-15781	343	6	h.	h.	PROPN
geoplanning-15781	343	7	,	,	PUNCT
geoplanning-15781	343	8	esch	esch	PROPN
geoplanning-15781	343	9	,	,	PUNCT
geoplanning-15781	343	10	t.	t.	PROPN
geoplanning-15781	343	11	,	,	PUNCT
geoplanning-15781	343	12	felbier	felbier	NOUN
geoplanning-15781	343	13	,	,	PUNCT
geoplanning-15781	343	14	a.	a.	NOUN
geoplanning-15781	343	15	,	,	PUNCT
geoplanning-15781	343	16	wiesner	wiesner	NOUN
geoplanning-15781	343	17	,	,	PUNCT
geoplanning-15781	343	18	m.	m.	NOUN
geoplanning-15781	343	19	,	,	PUNCT
geoplanning-15781	343	20	roth	roth	PROPN
geoplanning-15781	343	21	,	,	PUNCT
geoplanning-15781	343	22	a.	a.	NOUN
geoplanning-15781	343	23	,	,	PUNCT
geoplanning-15781	343	24	&	&	CCONJ
geoplanning-15781	343	25	dech	dech	PROPN
geoplanning-15781	343	26	,	,	PUNCT
geoplanning-15781	343	27	s.	s.	PROPN
geoplanning-15781	343	28	(	(	PUNCT
geoplanning-15781	343	29	2012	2012	NUM
geoplanning-15781	343	30	)	)	PUNCT
geoplanning-15781	343	31	.	.	PUNCT
geoplanning-15781	344	1	monitoring	monitor	VERB
geoplanning-15781	344	2	urbanization	urbanization	NOUN
geoplanning-15781	344	3	in	in	ADP
geoplanning-15781	344	4	mega	mega	ADJ
geoplanning-15781	344	5	cities	city	NOUN
geoplanning-15781	344	6	from	from	ADP
geoplanning-15781	344	7	space	space	NOUN
geoplanning-15781	344	8	.	.	PUNCT
geoplanning-15781	345	1	remote	remote	ADJ
geoplanning-15781	345	2	sensing	sensing	NOUN
geoplanning-15781	345	3	of	of	ADP
geoplanning-15781	345	4	environment	environment	NOUN
geoplanning-15781	345	5	,	,	PUNCT
geoplanning-15781	345	6	117	117	NUM
geoplanning-15781	345	7	,	,	PUNCT
geoplanning-15781	345	8	162–176	162–176	NUM
geoplanning-15781	345	9	.	.	PUNCT
geoplanning-15781	346	1	[	[	X
geoplanning-15781	346	2	crossref	crossref	X
geoplanning-15781	346	3	]	]	X
geoplanning-15781	346	4	xiao	xiao	PROPN
geoplanning-15781	346	5	,	,	PUNCT
geoplanning-15781	346	6	j.	j.	PROPN
geoplanning-15781	346	7	,	,	PUNCT
geoplanning-15781	346	8	shen	shen	PROPN
geoplanning-15781	346	9	,	,	PUNCT
geoplanning-15781	346	10	y.	y.	PROPN
geoplanning-15781	346	11	,	,	PUNCT
geoplanning-15781	346	12	ge	ge	PROPN
geoplanning-15781	346	13	,	,	PUNCT
geoplanning-15781	346	14	j.	j.	PROPN
geoplanning-15781	346	15	,	,	PUNCT
geoplanning-15781	346	16	tateishi	tateishi	PROPN
geoplanning-15781	346	17	,	,	PUNCT
geoplanning-15781	346	18	r.	r.	PROPN
geoplanning-15781	346	19	,	,	PUNCT
geoplanning-15781	346	20	tang	tang	PROPN
geoplanning-15781	346	21	,	,	PUNCT
geoplanning-15781	346	22	c.	c.	PROPN
geoplanning-15781	346	23	,	,	PUNCT
geoplanning-15781	346	24	liang	liang	PROPN
geoplanning-15781	346	25	,	,	PUNCT
geoplanning-15781	346	26	y.	y.	PROPN
geoplanning-15781	346	27	,	,	PUNCT
geoplanning-15781	346	28	&	&	CCONJ
geoplanning-15781	346	29	huang	huang	PROPN
geoplanning-15781	346	30	,	,	PUNCT
geoplanning-15781	346	31	z.	z.	PROPN
geoplanning-15781	346	32	(	(	PUNCT
geoplanning-15781	346	33	2006	2006	NUM
geoplanning-15781	346	34	)	)	PUNCT
geoplanning-15781	346	35	.	.	PUNCT
geoplanning-15781	347	1	evaluating	evaluate	VERB
geoplanning-15781	347	2	urban	urban	ADJ
geoplanning-15781	347	3	expansion	expansion	NOUN
geoplanning-15781	347	4	and	and	CCONJ
geoplanning-15781	347	5	land	land	NOUN
geoplanning-15781	347	6	use	use	NOUN
geoplanning-15781	347	7	change	change	NOUN
geoplanning-15781	347	8	in	in	ADP
geoplanning-15781	347	9	shijiazhuang	shijiazhuang	PROPN
geoplanning-15781	347	10	,	,	PUNCT
geoplanning-15781	347	11	china	china	PROPN
geoplanning-15781	347	12	,	,	PUNCT
geoplanning-15781	347	13	by	by	ADP
geoplanning-15781	347	14	using	use	VERB
geoplanning-15781	347	15	gis	gis	NOUN
geoplanning-15781	347	16	and	and	CCONJ
geoplanning-15781	347	17	remote	remote	ADJ
geoplanning-15781	347	18	sensing	sensing	NOUN
geoplanning-15781	347	19	.	.	PUNCT
geoplanning-15781	348	1	landscape	landscape	NOUN
geoplanning-15781	348	2	and	and	CCONJ
geoplanning-15781	348	3	urban	urban	ADJ
geoplanning-15781	348	4	planning	planning	NOUN
geoplanning-15781	348	5	,	,	PUNCT
geoplanning-15781	348	6	75(1–2	75(1–2	PROPN
geoplanning-15781	348	7	)	)	PUNCT
geoplanning-15781	348	8	,	,	PUNCT
geoplanning-15781	348	9	69–80	69–80	NUM
geoplanning-15781	348	10	.	.	PUNCT
geoplanning-15781	349	1	[	[	X
geoplanning-15781	349	2	crossref	crossref	X
geoplanning-15781	349	3	]	]	X
geoplanning-15781	349	4	yin	yin	PROPN
geoplanning-15781	349	5	,	,	PUNCT
geoplanning-15781	349	6	j.	j.	PROPN
geoplanning-15781	349	7	,	,	PUNCT
geoplanning-15781	349	8	yin	yin	PROPN
geoplanning-15781	349	9	,	,	PUNCT
geoplanning-15781	349	10	z.	z.	PROPN
geoplanning-15781	349	11	,	,	PUNCT
geoplanning-15781	349	12	zhong	zhong	PROPN
geoplanning-15781	349	13	,	,	PUNCT
geoplanning-15781	349	14	h.	h.	PROPN
geoplanning-15781	349	15	,	,	PUNCT
geoplanning-15781	349	16	xu	xu	PROPN
geoplanning-15781	349	17	,	,	PUNCT
geoplanning-15781	349	18	s.	s.	PROPN
geoplanning-15781	349	19	,	,	PUNCT
geoplanning-15781	349	20	hu	hu	PROPN
geoplanning-15781	349	21	,	,	PUNCT
geoplanning-15781	349	22	x.	x.	PROPN
geoplanning-15781	349	23	,	,	PUNCT
geoplanning-15781	349	24	wang	wang	PROPN
geoplanning-15781	349	25	,	,	PUNCT
geoplanning-15781	349	26	j.	j.	PROPN
geoplanning-15781	349	27	,	,	PUNCT
geoplanning-15781	349	28	&	&	CCONJ
geoplanning-15781	349	29	wu	wu	PROPN
geoplanning-15781	349	30	,	,	PUNCT
geoplanning-15781	349	31	j.	j.	PROPN
geoplanning-15781	349	32	(	(	PUNCT
geoplanning-15781	349	33	2011	2011	NUM
geoplanning-15781	349	34	)	)	PUNCT
geoplanning-15781	349	35	.	.	PUNCT
geoplanning-15781	350	1	monitoring	monitor	VERB
geoplanning-15781	350	2	urban	urban	ADJ
geoplanning-15781	350	3	expansion	expansion	NOUN
geoplanning-15781	350	4	and	and	CCONJ
geoplanning-15781	350	5	land	land	NOUN
geoplanning-15781	350	6	use	use	NOUN
geoplanning-15781	350	7	/	/	SYM
geoplanning-15781	350	8	land	land	NOUN
geoplanning-15781	350	9	cover	cover	NOUN
geoplanning-15781	350	10	changes	change	NOUN
geoplanning-15781	350	11	of	of	ADP
geoplanning-15781	350	12	shanghai	shanghai	PROPN
geoplanning-15781	350	13	metropolitan	metropolitan	PROPN
geoplanning-15781	350	14	area	area	PROPN
geoplanning-15781	350	15	during	during	ADP
geoplanning-15781	350	16	the	the	DET
geoplanning-15781	350	17	transitional	transitional	ADJ
geoplanning-15781	350	18	economy	economy	NOUN
geoplanning-15781	350	19	(	(	PUNCT
geoplanning-15781	350	20	1979	1979	NUM
geoplanning-15781	350	21	-	-	PUNCT
geoplanning-15781	350	22	-2009	-2009	NOUN
geoplanning-15781	350	23	)	)	PUNCT
geoplanning-15781	350	24	in	in	ADP
geoplanning-15781	350	25	china	china	PROPN
geoplanning-15781	350	26	.	.	PUNCT
geoplanning-15781	351	1	environmental	environmental	ADJ
geoplanning-15781	351	2	monitoring	monitoring	NOUN
geoplanning-15781	351	3	and	and	CCONJ
geoplanning-15781	351	4	assessment	assessment	NOUN
geoplanning-15781	351	5	,	,	PUNCT
geoplanning-15781	351	6	177(1–4	177(1–4	NUM
geoplanning-15781	351	7	)	)	PUNCT
geoplanning-15781	351	8	,	,	PUNCT
geoplanning-15781	351	9	609–621	609–621	NUM
geoplanning-15781	351	10	.	.	PUNCT
geoplanning-15781	352	1	yuan	yuan	PROPN
geoplanning-15781	352	2	,	,	PUNCT
geoplanning-15781	352	3	f.	f.	PROPN
geoplanning-15781	352	4	,	,	PUNCT
geoplanning-15781	352	5	sawaya	sawaya	PROPN
geoplanning-15781	352	6	,	,	PUNCT
geoplanning-15781	352	7	k.	k.	PROPN
geoplanning-15781	352	8	e.	e.	PROPN
geoplanning-15781	352	9	,	,	PUNCT
geoplanning-15781	352	10	loeffelholz	loeffelholz	PROPN
geoplanning-15781	352	11	,	,	PUNCT
geoplanning-15781	352	12	b.	b.	PROPN
geoplanning-15781	352	13	c.	c.	PROPN
geoplanning-15781	352	14	,	,	PUNCT
geoplanning-15781	352	15	&	&	CCONJ
geoplanning-15781	352	16	bauer	bauer	PROPN
geoplanning-15781	352	17	,	,	PUNCT
geoplanning-15781	352	18	m.	m.	PROPN
geoplanning-15781	352	19	e.	e.	PROPN
geoplanning-15781	352	20	(	(	PUNCT
geoplanning-15781	352	21	2005	2005	NUM
geoplanning-15781	352	22	)	)	PUNCT
geoplanning-15781	352	23	.	.	PUNCT
geoplanning-15781	353	1	land	land	NOUN
geoplanning-15781	353	2	cover	cover	VERB
geoplanning-15781	353	3	classification	classification	NOUN
geoplanning-15781	353	4	and	and	CCONJ
geoplanning-15781	353	5	change	change	VERB
geoplanning-15781	353	6	analysis	analysis	NOUN
geoplanning-15781	353	7	of	of	ADP
geoplanning-15781	353	8	the	the	DET
geoplanning-15781	353	9	twin	twin	ADJ
geoplanning-15781	353	10	cities	city	NOUN
geoplanning-15781	353	11	(	(	PUNCT
geoplanning-15781	353	12	minnesota	minnesota	NOUN
geoplanning-15781	353	13	)	)	PUNCT
geoplanning-15781	353	14	metropolitan	metropolitan	ADJ
geoplanning-15781	353	15	area	area	NOUN
geoplanning-15781	353	16	by	by	ADP
geoplanning-15781	353	17	multitemporal	multitemporal	ADJ
geoplanning-15781	353	18	landsat	landsat	PROPN
geoplanning-15781	353	19	remote	remote	ADJ
geoplanning-15781	353	20	sensing	sensing	NOUN
geoplanning-15781	353	21	.	.	PUNCT
geoplanning-15781	354	1	remote	remote	ADJ
geoplanning-15781	354	2	sensing	sensing	NOUN
geoplanning-15781	354	3	of	of	ADP
geoplanning-15781	354	4	environment	environment	NOUN
geoplanning-15781	354	5	,	,	PUNCT
geoplanning-15781	354	6	98(2–3	98(2–3	NUM
geoplanning-15781	354	7	)	)	PUNCT
geoplanning-15781	354	8	,	,	PUNCT
geoplanning-15781	354	9	317–328	317–328	NUM
geoplanning-15781	354	10	.	.	PUNCT
geoplanning-15781	355	1	[	[	X
geoplanning-15781	355	2	crossref	crossref	X
geoplanning-15781	355	3	]	]	X
geoplanning-15781	355	4	doi:%2010.14710	doi:%2010.14710	ADJ
geoplanning-15781	355	5	/	/	SYM
geoplanning-15781	355	6	geoplanning.5.1.1	geoplanning.5.1.1	ADJ
geoplanning-15781	355	7	-	-	ADJ
geoplanning-15781	355	8	16	16	NUM
geoplanning-15781	355	9	https://doi.org/10.4236/jgis.2012.46059	https://doi.org/10.4236/jgis.2012.46059	PROPN
geoplanning-15781	355	10	https://doi.org/10.5589/m06-032	https://doi.org/10.5589/m06-032	NOUN
geoplanning-15781	355	11	https://doi.org/10.1007/s13369-014-1119-2	https://doi.org/10.1007/s13369-014-1119-2	NUM
geoplanning-15781	355	12	https://doi.org/10.5389/ksae.2010.52.1.061	https://doi.org/10.5389/ksae.2010.52.1.061	PROPN
geoplanning-15781	356	1	https://doi.org/10.1080/13658810410001713434	https://doi.org/10.1080/13658810410001713434	PROPN
geoplanning-15781	356	2	https://doi.org/10.1016/j.mcm.2010.11.019	https://doi.org/10.1016/j.mcm.2010.11.019	VERB
geoplanning-15781	356	3	https://doi.org/10.1007/s11067-007-9030-y	https://doi.org/10.1007/s11067-007-9030-y	PROPN
geoplanning-15781	356	4	https://doi.org/10.1016/j.rse.2011.09.015	https://doi.org/10.1016/j.rse.2011.09.015	X
geoplanning-15781	356	5	https://doi.org/10.1016/j.landurbplan.2004.12.005	https://doi.org/10.1016/j.landurbplan.2004.12.005	VERB
geoplanning-15781	356	6	https://doi.org/10.1016/j.rse.2005.08.006	https://doi.org/10.1016/j.rse.2005.08.006	NOUN