id	sid	tid	token	lemma	pos
geoplanning-15421	1	1	157	157	NUM
geoplanning-15421	1	2	geoplanning	geoplanne	VERB
geoplanning-15421	1	3	vol	vol	NOUN
geoplanning-15421	1	4	4	4	NUM
geoplanning-15421	1	5	,	,	PUNCT
geoplanning-15421	1	6	no	no	INTJ
geoplanning-15421	1	7	.	.	NOUN
geoplanning-15421	1	8	2	2	NUM
geoplanning-15421	1	9	,	,	PUNCT
geoplanning-15421	1	10	2017	2017	NUM
geoplanning-15421	1	11	,	,	PUNCT
geoplanning-15421	1	12	157	157	NUM
geoplanning-15421	1	13	-	-	SYM
geoplanning-15421	1	14	170	170	NUM
geoplanning-15421	1	15	journal	journal	NOUN
geoplanning-15421	1	16	of	of	ADP
geoplanning-15421	1	17	geomatics	geomatics	PROPN
geoplanning-15421	1	18	and	and	CCONJ
geoplanning-15421	1	19	planning	planning	NOUN
geoplanning-15421	1	20	e	e	PROPN
geoplanning-15421	1	21	-	-	NOUN
geoplanning-15421	1	22	issn	issn	ADJ
geoplanning-15421	1	23	:	:	PUNCT
geoplanning-15421	1	24	2355	2355	NUM
geoplanning-15421	1	25	-	-	SYM
geoplanning-15421	1	26	6544	6544	NUM
geoplanning-15421	1	27	http://ejournal.undip.ac.id/index.php/geoplanning	http://ejournal.undip.ac.id/index.php/geoplanning	NOUN
geoplanning-15421	1	28	doi	doi	NOUN
geoplanning-15421	1	29	:	:	PUNCT
geoplanning-15421	1	30	10.14710	10.14710	NUM
geoplanning-15421	1	31	/	/	SYM
geoplanning-15421	1	32	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	1	33	-	-	NOUN
geoplanning-15421	1	34	170	170	NUM
geoplanning-15421	1	35	the	the	DET
geoplanning-15421	1	36	performance	performance	NOUN
geoplanning-15421	1	37	of	of	ADP
geoplanning-15421	1	38	land	land	NOUN
geoplanning-15421	1	39	use	use	NOUN
geoplanning-15421	1	40	change	change	NOUN
geoplanning-15421	1	41	causative	causative	ADJ
geoplanning-15421	1	42	factor	factor	NOUN
geoplanning-15421	1	43	on	on	ADP
geoplanning-15421	1	44	landslide	landslide	NOUN
geoplanning-15421	1	45	susceptibility	susceptibility	NOUN
geoplanning-15421	1	46	map	map	NOUN
geoplanning-15421	1	47	in	in	ADP
geoplanning-15421	1	48	upper	upper	ADJ
geoplanning-15421	1	49	ujung	ujung	ADJ
geoplanning-15421	1	50	-	-	PUNCT
geoplanning-15421	1	51	loe	loe	NOUN
geoplanning-15421	1	52	watersheds	watershed	NOUN
geoplanning-15421	1	53	south	south	PROPN
geoplanning-15421	1	54	sulawesi	sulawesi	PROPN
geoplanning-15421	1	55	,	,	PUNCT
geoplanning-15421	1	56	indonesia	indonesia	PROPN
geoplanning-15421	1	57	a.	a.	PROPN
geoplanning-15421	1	58	s.	s.	PROPN
geoplanning-15421	1	59	soma	soma	PROPN
geoplanning-15421	1	60	a	a	DET
geoplanning-15421	1	61	,	,	PUNCT
geoplanning-15421	1	62	b	b	NOUN
geoplanning-15421	1	63	,	,	PUNCT
geoplanning-15421	1	64	t.	t.	PROPN
geoplanning-15421	1	65	kubota	kubota	PROPN
geoplanning-15421	2	1	c	c	PROPN
geoplanning-15421	2	2	a	a	DET
geoplanning-15421	2	3	graduate	graduate	ADJ
geoplanning-15421	2	4	school	school	NOUN
geoplanning-15421	2	5	of	of	ADP
geoplanning-15421	2	6	bio	bio	NOUN
geoplanning-15421	2	7	-	-	PUNCT
geoplanning-15421	2	8	resources	resource	NOUN
geoplanning-15421	2	9	and	and	CCONJ
geoplanning-15421	2	10	environmental	environmental	ADJ
geoplanning-15421	2	11	science	science	NOUN
geoplanning-15421	2	12	,	,	PUNCT
geoplanning-15421	2	13	kyushu	kyushu	PROPN
geoplanning-15421	2	14	university	university	PROPN
geoplanning-15421	2	15	,	,	PUNCT
geoplanning-15421	2	16	japan	japan	PROPN
geoplanning-15421	2	17	b	b	PROPN
geoplanning-15421	2	18	faculty	faculty	NOUN
geoplanning-15421	2	19	of	of	ADP
geoplanning-15421	2	20	forestry	forestry	NOUN
geoplanning-15421	2	21	,	,	PUNCT
geoplanning-15421	2	22	hasanuddin	hasanuddin	VERB
geoplanning-15421	2	23	university	university	NOUN
geoplanning-15421	2	24	,	,	PUNCT
geoplanning-15421	2	25	indonesia	indonesia	PROPN
geoplanning-15421	2	26	c	c	PROPN
geoplanning-15421	2	27	faculty	faculty	NOUN
geoplanning-15421	2	28	of	of	ADP
geoplanning-15421	2	29	agriculture	agriculture	PROPN
geoplanning-15421	2	30	,	,	PUNCT
geoplanning-15421	2	31	kyushu	kyushu	PROPN
geoplanning-15421	2	32	university	university	PROPN
geoplanning-15421	2	33	,	,	PUNCT
geoplanning-15421	2	34	japan	japan	PROPN
geoplanning-15421	2	35	abstract	abstract	PROPN
geoplanning-15421	2	36	:	:	PUNCT
geoplanning-15421	2	37	the	the	DET
geoplanning-15421	2	38	study	study	NOUN
geoplanning-15421	2	39	aims	aim	VERB
geoplanning-15421	2	40	to	to	PART
geoplanning-15421	2	41	develop	develop	VERB
geoplanning-15421	2	42	and	and	CCONJ
geoplanning-15421	2	43	apply	apply	VERB
geoplanning-15421	2	44	land	land	NOUN
geoplanning-15421	2	45	use	use	NOUN
geoplanning-15421	2	46	change	change	NOUN
geoplanning-15421	2	47	(	(	PUNCT
geoplanning-15421	2	48	luc	luc	PROPN
geoplanning-15421	2	49	)	)	PUNCT
geoplanning-15421	2	50	performance	performance	NOUN
geoplanning-15421	2	51	on	on	ADP
geoplanning-15421	2	52	landslide	landslide	NOUN
geoplanning-15421	2	53	susceptibility	susceptibility	NOUN
geoplanning-15421	2	54	map	map	NOUN
geoplanning-15421	2	55	using	use	VERB
geoplanning-15421	2	56	frequency	frequency	NOUN
geoplanning-15421	2	57	ratio	ratio	NOUN
geoplanning-15421	2	58	(	(	PUNCT
geoplanning-15421	2	59	fr	fr	PROPN
geoplanning-15421	2	60	)	)	PUNCT
geoplanning-15421	2	61	,	,	PUNCT
geoplanning-15421	2	62	and	and	CCONJ
geoplanning-15421	2	63	logistic	logistic	ADJ
geoplanning-15421	2	64	regression	regression	NOUN
geoplanning-15421	2	65	(	(	PUNCT
geoplanning-15421	2	66	lr	lr	NOUN
geoplanning-15421	2	67	)	)	PUNCT
geoplanning-15421	2	68	method	method	NOUN
geoplanning-15421	2	69	in	in	ADP
geoplanning-15421	2	70	a	a	DET
geoplanning-15421	2	71	geographic	geographic	ADJ
geoplanning-15421	2	72	information	information	NOUN
geoplanning-15421	2	73	system	system	NOUN
geoplanning-15421	2	74	.	.	PUNCT
geoplanning-15421	3	1	in	in	ADP
geoplanning-15421	3	2	the	the	DET
geoplanning-15421	3	3	study	study	NOUN
geoplanning-15421	3	4	area	area	NOUN
geoplanning-15421	3	5	,	,	PUNCT
geoplanning-15421	3	6	upper	upper	ADJ
geoplanning-15421	3	7	ujung	ujung	ADJ
geoplanning-15421	3	8	-	-	PUNCT
geoplanning-15421	3	9	loe	loe	NOUN
geoplanning-15421	3	10	watersheds	watershed	NOUN
geoplanning-15421	3	11	area	area	NOUN
geoplanning-15421	3	12	of	of	ADP
geoplanning-15421	3	13	indonesia	indonesia	PROPN
geoplanning-15421	3	14	,	,	PUNCT
geoplanning-15421	3	15	landslides	landslide	NOUN
geoplanning-15421	3	16	were	be	AUX
geoplanning-15421	3	17	detected	detect	VERB
geoplanning-15421	3	18	using	use	VERB
geoplanning-15421	3	19	field	field	NOUN
geoplanning-15421	3	20	survey	survey	NOUN
geoplanning-15421	3	21	and	and	CCONJ
geoplanning-15421	3	22	air	air	NOUN
geoplanning-15421	3	23	photography	photography	NOUN
geoplanning-15421	3	24	from	from	ADP
geoplanning-15421	3	25	time	time	NOUN
geoplanning-15421	3	26	series	series	PROPN
geoplanning-15421	3	27	data	data	PROPN
geoplanning-15421	3	28	image	image	NOUN
geoplanning-15421	3	29	of	of	ADP
geoplanning-15421	3	30	google	google	PROPN
geoplanning-15421	3	31	earth	earth	NOUN
geoplanning-15421	3	32	pro	pro	ADJ
geoplanning-15421	3	33	from	from	ADP
geoplanning-15421	3	34	2012	2012	NUM
geoplanning-15421	3	35	to	to	ADP
geoplanning-15421	3	36	2016	2016	NUM
geoplanning-15421	3	37	and	and	CCONJ
geoplanning-15421	3	38	luc	luc	PROPN
geoplanning-15421	3	39	from	from	ADP
geoplanning-15421	3	40	2004	2004	NUM
geoplanning-15421	3	41	to	to	ADP
geoplanning-15421	3	42	2011	2011	NUM
geoplanning-15421	3	43	.	.	PUNCT
geoplanning-15421	4	1	landslide	landslide	NOUN
geoplanning-15421	4	2	susceptibility	susceptibility	NOUN
geoplanning-15421	4	3	map	map	NOUN
geoplanning-15421	4	4	(	(	PUNCT
geoplanning-15421	4	5	lsm	lsm	PROPN
geoplanning-15421	4	6	)	)	PUNCT
geoplanning-15421	4	7	was	be	AUX
geoplanning-15421	4	8	constructed	construct	VERB
geoplanning-15421	4	9	using	use	VERB
geoplanning-15421	4	10	fr	fr	PROPN
geoplanning-15421	4	11	and	and	CCONJ
geoplanning-15421	4	12	lr	lr	X
geoplanning-15421	4	13	with	with	ADP
geoplanning-15421	4	14	nine	nine	NUM
geoplanning-15421	4	15	causative	causative	ADJ
geoplanning-15421	4	16	factors	factor	NOUN
geoplanning-15421	4	17	.	.	PUNCT
geoplanning-15421	5	1	the	the	DET
geoplanning-15421	5	2	result	result	NOUN
geoplanning-15421	5	3	indicated	indicate	VERB
geoplanning-15421	5	4	that	that	SCONJ
geoplanning-15421	5	5	luc	luc	PROPN
geoplanning-15421	5	6	affect	affect	VERB
geoplanning-15421	5	7	the	the	DET
geoplanning-15421	5	8	production	production	NOUN
geoplanning-15421	5	9	of	of	ADP
geoplanning-15421	5	10	lsm	lsm	PROPN
geoplanning-15421	5	11	.	.	PUNCT
geoplanning-15421	6	1	validation	validation	NOUN
geoplanning-15421	6	2	of	of	ADP
geoplanning-15421	6	3	landslide	landslide	NOUN
geoplanning-15421	6	4	susceptibility	susceptibility	NOUN
geoplanning-15421	6	5	was	be	AUX
geoplanning-15421	6	6	carried	carry	VERB
geoplanning-15421	6	7	out	out	ADP
geoplanning-15421	6	8	in	in	ADP
geoplanning-15421	6	9	this	this	DET
geoplanning-15421	6	10	study	study	NOUN
geoplanning-15421	6	11	at	at	ADP
geoplanning-15421	6	12	both	both	CCONJ
geoplanning-15421	6	13	with	with	ADP
geoplanning-15421	6	14	and	and	CCONJ
geoplanning-15421	6	15	without	without	ADP
geoplanning-15421	6	16	luc	luc	PROPN
geoplanning-15421	6	17	causative	causative	ADJ
geoplanning-15421	6	18	factors	factor	NOUN
geoplanning-15421	6	19	.	.	PUNCT
geoplanning-15421	7	1	first	first	ADV
geoplanning-15421	7	2	,	,	PUNCT
geoplanning-15421	7	3	performances	performance	NOUN
geoplanning-15421	7	4	of	of	ADP
geoplanning-15421	7	5	each	each	DET
geoplanning-15421	7	6	landslide	landslide	NOUN
geoplanning-15421	7	7	model	model	NOUN
geoplanning-15421	7	8	were	be	AUX
geoplanning-15421	7	9	tested	test	VERB
geoplanning-15421	7	10	using	use	VERB
geoplanning-15421	7	11	auc	auc	NOUN
geoplanning-15421	7	12	curve	curve	NOUN
geoplanning-15421	7	13	for	for	ADP
geoplanning-15421	7	14	success	success	NOUN
geoplanning-15421	7	15	and	and	CCONJ
geoplanning-15421	7	16	predictive	predictive	ADJ
geoplanning-15421	7	17	rate	rate	NOUN
geoplanning-15421	7	18	.	.	PUNCT
geoplanning-15421	8	1	the	the	DET
geoplanning-15421	8	2	highest	high	ADJ
geoplanning-15421	8	3	value	value	NOUN
geoplanning-15421	8	4	of	of	ADP
geoplanning-15421	8	5	predictive	predictive	ADJ
geoplanning-15421	8	6	rate	rate	NOUN
geoplanning-15421	8	7	at	at	ADP
geoplanning-15421	8	8	with	with	ADP
geoplanning-15421	8	9	luc	luc	PROPN
geoplanning-15421	8	10	in	in	ADP
geoplanning-15421	8	11	both	both	CCONJ
geoplanning-15421	8	12	fr	fr	PROPN
geoplanning-15421	8	13	and	and	CCONJ
geoplanning-15421	8	14	lr	lr	PROPN
geoplanning-15421	8	15	method	method	NOUN
geoplanning-15421	8	16	were	be	AUX
geoplanning-15421	8	17	83.4	83.4	NUM
geoplanning-15421	8	18	%	%	NOUN
geoplanning-15421	8	19	and	and	CCONJ
geoplanning-15421	8	20	85.2	85.2	NUM
geoplanning-15421	8	21	%	%	NOUN
geoplanning-15421	8	22	,	,	PUNCT
geoplanning-15421	8	23	respectively	respectively	ADV
geoplanning-15421	8	24	.	.	PUNCT
geoplanning-15421	9	1	in	in	ADP
geoplanning-15421	9	2	the	the	DET
geoplanning-15421	9	3	second	second	ADJ
geoplanning-15421	9	4	stage	stage	NOUN
geoplanning-15421	9	5	,	,	PUNCT
geoplanning-15421	9	6	the	the	DET
geoplanning-15421	9	7	ratio	ratio	NOUN
geoplanning-15421	9	8	of	of	ADP
geoplanning-15421	9	9	landslides	landslide	NOUN
geoplanning-15421	9	10	falling	fall	VERB
geoplanning-15421	9	11	on	on	ADP
geoplanning-15421	9	12	high	high	ADJ
geoplanning-15421	9	13	to	to	ADP
geoplanning-15421	9	14	a	a	DET
geoplanning-15421	9	15	very	very	ADV
geoplanning-15421	9	16	high	high	ADJ
geoplanning-15421	9	17	class	class	NOUN
geoplanning-15421	9	18	of	of	ADP
geoplanning-15421	9	19	susceptibility	susceptibility	NOUN
geoplanning-15421	9	20	was	be	AUX
geoplanning-15421	9	21	obtained	obtain	VERB
geoplanning-15421	9	22	,	,	PUNCT
geoplanning-15421	9	23	which	which	PRON
geoplanning-15421	9	24	indicates	indicate	VERB
geoplanning-15421	9	25	the	the	DET
geoplanning-15421	9	26	level	level	NOUN
geoplanning-15421	9	27	of	of	ADP
geoplanning-15421	9	28	accuracy	accuracy	NOUN
geoplanning-15421	9	29	of	of	ADP
geoplanning-15421	9	30	the	the	DET
geoplanning-15421	9	31	method.lr	method.lr	PROPN
geoplanning-15421	9	32	method	method	NOUN
geoplanning-15421	9	33	with	with	ADP
geoplanning-15421	9	34	luc	luc	PROPN
geoplanning-15421	9	35	had	have	VERB
geoplanning-15421	9	36	the	the	DET
geoplanning-15421	9	37	highest	high	ADJ
geoplanning-15421	9	38	accuracy	accuracy	NOUN
geoplanning-15421	9	39	of	of	ADP
geoplanning-15421	9	40	80.24	80.24	NUM
geoplanning-15421	9	41	%	%	NOUN
geoplanning-15421	9	42	.	.	PUNCT
geoplanning-15421	10	1	taken	take	VERB
geoplanning-15421	10	2	together	together	ADV
geoplanning-15421	10	3	,	,	PUNCT
geoplanning-15421	10	4	the	the	DET
geoplanning-15421	10	5	results	result	NOUN
geoplanning-15421	10	6	suggested	suggest	VERB
geoplanning-15421	10	7	that	that	SCONJ
geoplanning-15421	10	8	changing	change	VERB
geoplanning-15421	10	9	the	the	DET
geoplanning-15421	10	10	vegetation	vegetation	NOUN
geoplanning-15421	10	11	to	to	ADP
geoplanning-15421	10	12	another	another	DET
geoplanning-15421	10	13	landscape	landscape	NOUN
geoplanning-15421	10	14	causes	cause	VERB
geoplanning-15421	10	15	slopes	slope	NOUN
geoplanning-15421	10	16	unstable	unstable	ADJ
geoplanning-15421	10	17	and	and	CCONJ
geoplanning-15421	10	18	increases	increase	VERB
geoplanning-15421	10	19	probability	probability	NOUN
geoplanning-15421	10	20	to	to	ADP
geoplanning-15421	10	21	landslide	landslide	NOUN
geoplanning-15421	10	22	occurrence	occurrence	NOUN
geoplanning-15421	10	23	.	.	PUNCT
geoplanning-15421	11	1	copyright	copyright	NOUN
geoplanning-15421	11	2	©	©	PROPN
geoplanning-15421	11	3	2017	2017	NUM
geoplanning-15421	11	4	gjgp	gjgp	NOUN
geoplanning-15421	11	5	-	-	PUNCT
geoplanning-15421	11	6	undip	undip	ADJ
geoplanning-15421	11	7	this	this	DET
geoplanning-15421	11	8	open	open	ADJ
geoplanning-15421	11	9	access	access	NOUN
geoplanning-15421	11	10	article	article	NOUN
geoplanning-15421	11	11	is	be	AUX
geoplanning-15421	11	12	distributed	distribute	VERB
geoplanning-15421	11	13	under	under	ADP
geoplanning-15421	11	14	a	a	DET
geoplanning-15421	11	15	creative	creative	ADJ
geoplanning-15421	11	16	commons	common	NOUN
geoplanning-15421	11	17	attribution	attribution	NOUN
geoplanning-15421	11	18	(	(	PUNCT
geoplanning-15421	11	19	cc	cc	NOUN
geoplanning-15421	11	20	-	-	PUNCT
geoplanning-15421	11	21	by	by	ADP
geoplanning-15421	11	22	-	-	PUNCT
geoplanning-15421	11	23	nc	nc	PROPN
geoplanning-15421	11	24	-	-	PUNCT
geoplanning-15421	11	25	sa	sa	PROPN
geoplanning-15421	11	26	)	)	PUNCT
geoplanning-15421	11	27	4.0	4.0	NUM
geoplanning-15421	11	28	international	international	ADJ
geoplanning-15421	11	29	license	license	NOUN
geoplanning-15421	11	30	.	.	PUNCT
geoplanning-15421	12	1	how	how	SCONJ
geoplanning-15421	12	2	to	to	PART
geoplanning-15421	12	3	cite	cite	VERB
geoplanning-15421	12	4	(	(	PUNCT
geoplanning-15421	12	5	apa	apa	PROPN
geoplanning-15421	12	6	6th	6th	PROPN
geoplanning-15421	12	7	style	style	NOUN
geoplanning-15421	12	8	):	):	PUNCT
geoplanning-15421	12	9	soma	soma	NOUN
geoplanning-15421	12	10	,	,	PUNCT
geoplanning-15421	12	11	a.	a.	NOUN
geoplanning-15421	12	12	a.	a.	PROPN
geoplanning-15421	12	13	,	,	PUNCT
geoplanning-15421	12	14	&	&	CCONJ
geoplanning-15421	12	15	kubota	kubota	PROPN
geoplanning-15421	12	16	,	,	PUNCT
geoplanning-15421	12	17	t.	t.	PROPN
geoplanning-15421	12	18	(	(	PUNCT
geoplanning-15421	12	19	2017	2017	NUM
geoplanning-15421	12	20	)	)	PUNCT
geoplanning-15421	12	21	.	.	PUNCT
geoplanning-15421	13	1	the	the	DET
geoplanning-15421	13	2	performance	performance	NOUN
geoplanning-15421	13	3	of	of	ADP
geoplanning-15421	13	4	land	land	NOUN
geoplanning-15421	13	5	use	use	NOUN
geoplanning-15421	13	6	change	change	NOUN
geoplanning-15421	13	7	causative	causative	ADJ
geoplanning-15421	13	8	factor	factor	NOUN
geoplanning-15421	13	9	on	on	ADP
geoplanning-15421	13	10	landslide	landslide	NOUN
geoplanning-15421	13	11	susceptibility	susceptibility	NOUN
geoplanning-15421	13	12	map	map	NOUN
geoplanning-15421	13	13	in	in	ADP
geoplanning-15421	13	14	upper	upper	ADJ
geoplanning-15421	13	15	ujung	ujung	ADJ
geoplanning-15421	13	16	-	-	PUNCT
geoplanning-15421	13	17	loe	loe	NOUN
geoplanning-15421	13	18	watersheds	watersheds	PROPN
geoplanning-15421	13	19	south	south	PROPN
geoplanning-15421	13	20	sulawesi	sulawesi	PROPN
geoplanning-15421	13	21	,	,	PUNCT
geoplanning-15421	13	22	indonesia	indonesia	PROPN
geoplanning-15421	13	23	.	.	PUNCT
geoplanning-15421	14	1	geoplanning	geoplanne	VERB
geoplanning-15421	14	2	:	:	PUNCT
geoplanning-15421	14	3	journal	journal	PROPN
geoplanning-15421	14	4	of	of	ADP
geoplanning-15421	14	5	geomatics	geomatics	PROPN
geoplanning-15421	14	6	and	and	CCONJ
geoplanning-15421	14	7	planning	planning	NOUN
geoplanning-15421	14	8	,	,	PUNCT
geoplanning-15421	14	9	4(2	4(2	NUM
geoplanning-15421	14	10	)	)	PUNCT
geoplanning-15421	14	11	,	,	PUNCT
geoplanning-15421	14	12	157	157	NUM
geoplanning-15421	14	13	-	-	SYM
geoplanning-15421	14	14	170	170	NUM
geoplanning-15421	14	15	.	.	PUNCT
geoplanning-15421	15	1	doi:10.14710	doi:10.14710	ADJ
geoplanning-15421	15	2	/	/	SYM
geoplanning-15421	15	3	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	15	4	-	-	SYM
geoplanning-15421	15	5	170	170	NUM
geoplanning-15421	15	6	1	1	NUM
geoplanning-15421	15	7	.	.	PUNCT
geoplanning-15421	16	1	introduction	introduction	NOUN
geoplanning-15421	16	2	land	land	NOUN
geoplanning-15421	16	3	use	use	NOUN
geoplanning-15421	16	4	changes	change	NOUN
geoplanning-15421	16	5	(	(	PUNCT
geoplanning-15421	16	6	luc	luc	PROPN
geoplanning-15421	16	7	)	)	PUNCT
geoplanning-15421	16	8	has	have	AUX
geoplanning-15421	16	9	increased	increase	VERB
geoplanning-15421	16	10	the	the	DET
geoplanning-15421	16	11	level	level	NOUN
geoplanning-15421	16	12	of	of	ADP
geoplanning-15421	16	13	vulnerability	vulnerability	NOUN
geoplanning-15421	16	14	to	to	ADP
geoplanning-15421	16	15	landslides	landslide	NOUN
geoplanning-15421	16	16	,	,	PUNCT
geoplanning-15421	16	17	especially	especially	ADV
geoplanning-15421	16	18	in	in	ADP
geoplanning-15421	16	19	mountainous	mountainous	ADJ
geoplanning-15421	16	20	regions	region	NOUN
geoplanning-15421	16	21	.	.	PUNCT
geoplanning-15421	17	1	it	it	PRON
geoplanning-15421	17	2	is	be	AUX
geoplanning-15421	17	3	recognized	recognize	VERB
geoplanning-15421	17	4	throughout	throughout	ADP
geoplanning-15421	17	5	the	the	DET
geoplanning-15421	17	6	world	world	NOUN
geoplanning-15421	17	7	as	as	ADP
geoplanning-15421	17	8	one	one	NUM
geoplanning-15421	17	9	of	of	ADP
geoplanning-15421	17	10	the	the	DET
geoplanning-15421	17	11	most	most	ADV
geoplanning-15421	17	12	important	important	ADJ
geoplanning-15421	17	13	factors	factor	NOUN
geoplanning-15421	17	14	influencing	influence	VERB
geoplanning-15421	17	15	the	the	DET
geoplanning-15421	17	16	occurrence	occurrence	NOUN
geoplanning-15421	17	17	of	of	ADP
geoplanning-15421	17	18	rainfall	rainfall	NOUN
geoplanning-15421	17	19	-	-	PUNCT
geoplanning-15421	17	20	triggered	trigger	VERB
geoplanning-15421	17	21	landslides	landslide	NOUN
geoplanning-15421	17	22	(	(	PUNCT
geoplanning-15421	17	23	glade	glade	NOUN
geoplanning-15421	17	24	,	,	PUNCT
geoplanning-15421	17	25	2003	2003	NUM
geoplanning-15421	17	26	)	)	PUNCT
geoplanning-15421	17	27	.	.	PUNCT
geoplanning-15421	18	1	it	it	PRON
geoplanning-15421	18	2	implies	imply	VERB
geoplanning-15421	18	3	to	to	PART
geoplanning-15421	18	4	landslide	landslide	VERB
geoplanning-15421	18	5	occurrence	occurrence	NOUN
geoplanning-15421	18	6	on	on	ADP
geoplanning-15421	18	7	a	a	DET
geoplanning-15421	18	8	steep	steep	ADJ
geoplanning-15421	18	9	slope	slope	NOUN
geoplanning-15421	18	10	(	(	PUNCT
geoplanning-15421	18	11	mugagga	mugagga	PROPN
geoplanning-15421	18	12	,	,	PUNCT
geoplanning-15421	18	13	kakembo	kakembo	PROPN
geoplanning-15421	18	14	,	,	PUNCT
geoplanning-15421	18	15	&	&	CCONJ
geoplanning-15421	18	16	buyinza	buyinza	PROPN
geoplanning-15421	18	17	,	,	PUNCT
geoplanning-15421	18	18	2012	2012	NUM
geoplanning-15421	18	19	)	)	PUNCT
geoplanning-15421	18	20	.	.	PUNCT
geoplanning-15421	19	1	in	in	ADP
geoplanning-15421	19	2	south	south	PROPN
geoplanning-15421	19	3	sulawesi	sulawesi	PROPN
geoplanning-15421	19	4	indonesia	indonesia	PROPN
geoplanning-15421	19	5	,	,	PUNCT
geoplanning-15421	19	6	especially	especially	ADV
geoplanning-15421	19	7	in	in	ADP
geoplanning-15421	19	8	ujung	ujung	ADJ
geoplanning-15421	19	9	-	-	PUNCT
geoplanning-15421	19	10	loe	loe	NOUN
geoplanning-15421	19	11	upper	upper	ADJ
geoplanning-15421	19	12	watershed	watershed	NOUN
geoplanning-15421	19	13	,	,	PUNCT
geoplanning-15421	19	14	luc	luc	PROPN
geoplanning-15421	19	15	has	have	AUX
geoplanning-15421	19	16	been	be	AUX
geoplanning-15421	19	17	translated	translate	VERB
geoplanning-15421	19	18	into	into	ADP
geoplanning-15421	19	19	numerous	numerous	ADJ
geoplanning-15421	19	20	landslide	landslide	NOUN
geoplanning-15421	19	21	incidents	incident	NOUN
geoplanning-15421	19	22	triggered	trigger	VERB
geoplanning-15421	19	23	by	by	ADP
geoplanning-15421	19	24	the	the	DET
geoplanning-15421	19	25	intensity	intensity	NOUN
geoplanning-15421	19	26	of	of	ADP
geoplanning-15421	19	27	rainfall	rainfall	NOUN
geoplanning-15421	19	28	compared	compare	VERB
geoplanning-15421	19	29	to	to	ADP
geoplanning-15421	19	30	other	other	ADJ
geoplanning-15421	19	31	factors	factor	NOUN
geoplanning-15421	19	32	such	such	ADJ
geoplanning-15421	19	33	as	as	ADP
geoplanning-15421	19	34	earthquakes	earthquake	NOUN
geoplanning-15421	19	35	.	.	PUNCT
geoplanning-15421	20	1	the	the	DET
geoplanning-15421	20	2	topography	topography	NOUN
geoplanning-15421	20	3	is	be	AUX
geoplanning-15421	20	4	extremely	extremely	ADV
geoplanning-15421	20	5	steep	steep	ADJ
geoplanning-15421	20	6	and	and	CCONJ
geoplanning-15421	20	7	naturally	naturally	ADV
geoplanning-15421	20	8	mountainous	mountainous	ADJ
geoplanning-15421	20	9	(	(	PUNCT
geoplanning-15421	20	10	38.8	38.8	NUM
geoplanning-15421	20	11	%	%	NOUN
geoplanning-15421	20	12	class	class	NOUN
geoplanning-15421	20	13	slope	slope	NOUN
geoplanning-15421	20	14	>	>	NOUN
geoplanning-15421	20	15	20	20	NUM
geoplanning-15421	20	16	degrees	degree	NOUN
geoplanning-15421	20	17	)	)	PUNCT
geoplanning-15421	20	18	.	.	PUNCT
geoplanning-15421	21	1	it	it	PRON
geoplanning-15421	21	2	has	have	VERB
geoplanning-15421	21	3	a	a	DET
geoplanning-15421	21	4	very	very	ADV
geoplanning-15421	21	5	high	high	ADJ
geoplanning-15421	21	6	level	level	NOUN
geoplanning-15421	21	7	of	of	ADP
geoplanning-15421	21	8	instability	instability	NOUN
geoplanning-15421	21	9	,	,	PUNCT
geoplanning-15421	21	10	especially	especially	ADV
geoplanning-15421	21	11	during	during	ADP
geoplanning-15421	21	12	the	the	DET
geoplanning-15421	21	13	rainy	rainy	ADJ
geoplanning-15421	21	14	season	season	NOUN
geoplanning-15421	21	15	.	.	PUNCT
geoplanning-15421	22	1	the	the	DET
geoplanning-15421	22	2	rainfall	rainfall	NOUN
geoplanning-15421	22	3	can	can	AUX
geoplanning-15421	22	4	reach	reach	VERB
geoplanning-15421	22	5	2,976	2,976	NUM
geoplanning-15421	22	6	to	to	ADP
geoplanning-15421	22	7	7,114	7,114	NUM
geoplanning-15421	22	8	mm	mm	NOUN
geoplanning-15421	22	9	/	/	SYM
geoplanning-15421	22	10	year	year	NOUN
geoplanning-15421	22	11	with	with	ADP
geoplanning-15421	22	12	average	average	ADJ
geoplanning-15421	22	13	annual	annual	ADJ
geoplanning-15421	22	14	rainfall	rainfall	NOUN
geoplanning-15421	22	15	of	of	ADP
geoplanning-15421	22	16	4,524	4,524	NUM
geoplanning-15421	22	17	mm	mm	PROPN
geoplanning-15421	22	18	/	/	SYM
geoplanning-15421	22	19	year	year	NOUN
geoplanning-15421	22	20	.	.	PUNCT
geoplanning-15421	23	1	farming	farming	NOUN
geoplanning-15421	23	2	which	which	PRON
geoplanning-15421	23	3	is	be	AUX
geoplanning-15421	23	4	located	locate	VERB
geoplanning-15421	23	5	in	in	ADP
geoplanning-15421	23	6	the	the	DET
geoplanning-15421	23	7	mountainous	mountainous	ADJ
geoplanning-15421	23	8	area	area	NOUN
geoplanning-15421	23	9	is	be	AUX
geoplanning-15421	23	10	the	the	DET
geoplanning-15421	23	11	primary	primary	ADJ
geoplanning-15421	23	12	occupation	occupation	NOUN
geoplanning-15421	23	13	of	of	ADP
geoplanning-15421	23	14	social	social	ADJ
geoplanning-15421	23	15	community	community	NOUN
geoplanning-15421	23	16	in	in	ADP
geoplanning-15421	23	17	that	that	DET
geoplanning-15421	23	18	area	area	NOUN
geoplanning-15421	23	19	is	be	AUX
geoplanning-15421	23	20	.	.	PUNCT
geoplanning-15421	24	1	it	it	PRON
geoplanning-15421	24	2	is	be	AUX
geoplanning-15421	24	3	hard	hard	ADJ
geoplanning-15421	24	4	to	to	PART
geoplanning-15421	24	5	avoid	avoid	VERB
geoplanning-15421	24	6	this	this	DET
geoplanning-15421	24	7	agricultural	agricultural	ADJ
geoplanning-15421	24	8	practice	practice	NOUN
geoplanning-15421	24	9	.	.	PUNCT
geoplanning-15421	25	1	this	this	PRON
geoplanning-15421	25	2	has	have	AUX
geoplanning-15421	25	3	become	become	VERB
geoplanning-15421	25	4	people	people	NOUN
geoplanning-15421	25	5	's	's	PART
geoplanning-15421	25	6	culture	culture	NOUN
geoplanning-15421	25	7	for	for	ADP
geoplanning-15421	25	8	agriculture	agriculture	NOUN
geoplanning-15421	25	9	in	in	ADP
geoplanning-15421	25	10	mountainous	mountainous	ADJ
geoplanning-15421	25	11	regions	region	NOUN
geoplanning-15421	25	12	and	and	CCONJ
geoplanning-15421	25	13	they	they	PRON
geoplanning-15421	25	14	have	have	AUX
geoplanning-15421	25	15	made	make	VERB
geoplanning-15421	25	16	it	it	PRON
geoplanning-15421	25	17	hereditary	hereditary	ADJ
geoplanning-15421	25	18	(	(	PUNCT
geoplanning-15421	25	19	soma	soma	PROPN
geoplanning-15421	25	20	&	&	CCONJ
geoplanning-15421	25	21	kubota	kubota	PROPN
geoplanning-15421	25	22	,	,	PUNCT
geoplanning-15421	25	23	2017	2017	NUM
geoplanning-15421	25	24	)	)	PUNCT
geoplanning-15421	25	25	.	.	PUNCT
geoplanning-15421	26	1	landslide	landslide	NOUN
geoplanning-15421	26	2	susceptibility	susceptibility	NOUN
geoplanning-15421	26	3	defined	define	VERB
geoplanning-15421	26	4	as	as	ADP
geoplanning-15421	26	5	quantitative	quantitative	ADJ
geoplanning-15421	26	6	or	or	CCONJ
geoplanning-15421	26	7	qualitative	qualitative	ADJ
geoplanning-15421	26	8	assessment	assessment	NOUN
geoplanning-15421	26	9	classification	classification	NOUN
geoplanning-15421	26	10	,	,	PUNCT
geoplanning-15421	26	11	volume	volume	NOUN
geoplanning-15421	26	12	(	(	PUNCT
geoplanning-15421	26	13	or	or	CCONJ
geoplanning-15421	26	14	area	area	NOUN
geoplanning-15421	26	15	)	)	PUNCT
geoplanning-15421	26	16	,	,	PUNCT
geoplanning-15421	26	17	and	and	CCONJ
geoplanning-15421	26	18	the	the	DET
geoplanning-15421	26	19	spatial	spatial	ADJ
geoplanning-15421	26	20	distribution	distribution	NOUN
geoplanning-15421	26	21	of	of	ADP
geoplanning-15421	26	22	landslides	landslide	NOUN
geoplanning-15421	26	23	or	or	CCONJ
geoplanning-15421	26	24	potentially	potentially	ADV
geoplanning-15421	26	25	may	may	AUX
geoplanning-15421	26	26	occur	occur	VERB
geoplanning-15421	26	27	in	in	ADP
geoplanning-15421	26	28	the	the	DET
geoplanning-15421	26	29	zone	zone	NOUN
geoplanning-15421	26	30	.	.	PUNCT
geoplanning-15421	27	1	susceptibility	susceptibility	NOUN
geoplanning-15421	27	2	can	can	AUX
geoplanning-15421	27	3	also	also	ADV
geoplanning-15421	27	4	include	include	VERB
geoplanning-15421	27	5	a	a	DET
geoplanning-15421	27	6	description	description	NOUN
geoplanning-15421	27	7	of	of	ADP
geoplanning-15421	27	8	the	the	DET
geoplanning-15421	27	9	speed	speed	NOUN
geoplanning-15421	27	10	and	and	CCONJ
geoplanning-15421	27	11	intensity	intensity	NOUN
geoplanning-15421	27	12	of	of	ADP
geoplanning-15421	27	13	existing	exist	VERB
geoplanning-15421	27	14	or	or	CCONJ
geoplanning-15421	27	15	potential	potential	ADJ
geoplanning-15421	27	16	landslides	landslide	NOUN
geoplanning-15421	27	17	(	(	PUNCT
geoplanning-15421	27	18	fell	fall	VERB
geoplanning-15421	27	19	et	et	PROPN
geoplanning-15421	27	20	al	al	PROPN
geoplanning-15421	27	21	.	.	PROPN
geoplanning-15421	27	22	,	,	PUNCT
geoplanning-15421	27	23	2008	2008	NUM
geoplanning-15421	27	24	)	)	PUNCT
geoplanning-15421	27	25	.	.	PUNCT
geoplanning-15421	28	1	using	use	VERB
geoplanning-15421	28	2	scientific	scientific	ADJ
geoplanning-15421	28	3	analysis	analysis	NOUN
geoplanning-15421	28	4	of	of	ADP
geoplanning-15421	28	5	landslides	landslide	NOUN
geoplanning-15421	28	6	,	,	PUNCT
geoplanning-15421	28	7	this	this	DET
geoplanning-15421	28	8	study	study	NOUN
geoplanning-15421	28	9	can	can	AUX
geoplanning-15421	28	10	assess	assess	VERB
geoplanning-15421	28	11	and	and	CCONJ
geoplanning-15421	28	12	predict	predict	VERB
geoplanning-15421	28	13	landslide	landslide	NOUN
geoplanning-15421	28	14	susceptibility	susceptibility	NOUN
geoplanning-15421	28	15	and	and	CCONJ
geoplanning-15421	28	16	decrease	decrease	VERB
geoplanning-15421	28	17	landslide	landslide	NOUN
geoplanning-15421	28	18	damage	damage	NOUN
geoplanning-15421	28	19	through	through	ADP
geoplanning-15421	28	20	proper	proper	ADJ
geoplanning-15421	28	21	preparation	preparation	NOUN
geoplanning-15421	28	22	(	(	PUNCT
geoplanning-15421	28	23	lee	lee	PROPN
geoplanning-15421	28	24	et	et	PROPN
geoplanning-15421	28	25	al	al	PROPN
geoplanning-15421	28	26	.	.	PROPN
geoplanning-15421	28	27	,	,	PUNCT
geoplanning-15421	28	28	2002	2002	NUM
geoplanning-15421	28	29	)	)	PUNCT
geoplanning-15421	28	30	.	.	PUNCT
geoplanning-15421	29	1	article	article	NOUN
geoplanning-15421	29	2	info	info	NOUN
geoplanning-15421	29	3	:	:	PUNCT
geoplanning-15421	29	4	received	receive	VERB
geoplanning-15421	29	5	:	:	PUNCT
geoplanning-15421	29	6	31	31	NUM
geoplanning-15421	29	7	july	july	PROPN
geoplanning-15421	29	8	2017	2017	NUM
geoplanning-15421	29	9	in	in	ADP
geoplanning-15421	29	10	revised	revised	ADJ
geoplanning-15421	29	11	form	form	NOUN
geoplanning-15421	29	12	:	:	PUNCT
geoplanning-15421	29	13	10	10	NUM
geoplanning-15421	29	14	august	august	PROPN
geoplanning-15421	29	15	2017	2017	NUM
geoplanning-15421	29	16	accepted	accept	VERB
geoplanning-15421	29	17	:	:	PUNCT
geoplanning-15421	29	18	10	10	NUM
geoplanning-15421	29	19	october	october	PROPN
geoplanning-15421	29	20	2017	2017	NUM
geoplanning-15421	29	21	available	available	ADJ
geoplanning-15421	29	22	online	online	ADV
geoplanning-15421	29	23	:	:	PUNCT
geoplanning-15421	29	24	30	30	NUM
geoplanning-15421	29	25	october	october	NOUN
geoplanning-15421	29	26	2017	2017	NUM
geoplanning-15421	29	27	keywords	keyword	NOUN
geoplanning-15421	29	28	:	:	PUNCT
geoplanning-15421	29	29	land	land	NOUN
geoplanning-15421	29	30	use	use	NOUN
geoplanning-15421	29	31	change	change	NOUN
geoplanning-15421	29	32	,	,	PUNCT
geoplanning-15421	29	33	landslide	landslide	NOUN
geoplanning-15421	29	34	susceptibility	susceptibility	NOUN
geoplanning-15421	29	35	,	,	PUNCT
geoplanning-15421	29	36	frequency	frequency	NOUN
geoplanning-15421	29	37	ratio	ratio	NOUN
geoplanning-15421	29	38	,	,	PUNCT
geoplanning-15421	29	39	logistic	logistic	ADJ
geoplanning-15421	29	40	regression	regression	NOUN
geoplanning-15421	29	41	corresponding	correspond	VERB
geoplanning-15421	29	42	author	author	NOUN
geoplanning-15421	29	43	:	:	PUNCT
geoplanning-15421	29	44	andang	andang	PROPN
geoplanning-15421	29	45	suryana	suryana	PROPN
geoplanning-15421	29	46	soma	soma	PROPN
geoplanning-15421	29	47	graduate	graduate	NOUN
geoplanning-15421	29	48	school	school	PROPN
geoplanning-15421	29	49	of	of	ADP
geoplanning-15421	29	50	bio	bio	NOUN
geoplanning-15421	29	51	-	-	PUNCT
geoplanning-15421	29	52	resources	resource	NOUN
geoplanning-15421	29	53	and	and	CCONJ
geoplanning-15421	29	54	environmental	environmental	ADJ
geoplanning-15421	29	55	science	science	NOUN
geoplanning-15421	29	56	,	,	PUNCT
geoplanning-15421	29	57	kyushu	kyushu	PROPN
geoplanning-15421	29	58	university	university	PROPN
geoplanning-15421	29	59	,	,	PUNCT
geoplanning-15421	29	60	japan	japan	PROPN
geoplanning-15421	29	61	email	email	NOUN
geoplanning-15421	29	62	:	:	PUNCT
geoplanning-15421	29	63	suryaandang@kyudai.jp	suryaandang@kyudai.jp	VERB
geoplanning-15421	29	64	open	open	ADJ
geoplanning-15421	29	65	access	access	NOUN
geoplanning-15421	29	66	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	29	67	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	29	68	mailto:suryaandang@kyudai.jp	mailto:suryaandang@kyudai.jp	NOUN
geoplanning-15421	29	69	soma	soma	NOUN
geoplanning-15421	29	70	and	and	CCONJ
geoplanning-15421	29	71	kubota	kubota	NOUN
geoplanning-15421	29	72	/	/	PUNCT
geoplanning-15421	29	73	geoplanning	geoplanning	NOUN
geoplanning-15421	29	74	:	:	PUNCT
geoplanning-15421	29	75	journal	journal	NOUN
geoplanning-15421	29	76	of	of	ADP
geoplanning-15421	29	77	geomatics	geomatics	PROPN
geoplanning-15421	29	78	and	and	CCONJ
geoplanning-15421	29	79	planning	planning	NOUN
geoplanning-15421	29	80	,	,	PUNCT
geoplanning-15421	29	81	vol	vol	NOUN
geoplanning-15421	29	82	4	4	NUM
geoplanning-15421	29	83	,	,	PUNCT
geoplanning-15421	29	84	no	no	INTJ
geoplanning-15421	29	85	.	.	NOUN
geoplanning-15421	29	86	2	2	NUM
geoplanning-15421	29	87	,	,	PUNCT
geoplanning-15421	29	88	2017	2017	NUM
geoplanning-15421	29	89	,	,	PUNCT
geoplanning-15421	29	90	157	157	NUM
geoplanning-15421	29	91	-	-	SYM
geoplanning-15421	29	92	170	170	NUM
geoplanning-15421	29	93	doi	doi	NOUN
geoplanning-15421	29	94	:	:	PUNCT
geoplanning-15421	29	95	10.14710	10.14710	NUM
geoplanning-15421	29	96	/	/	SYM
geoplanning-15421	29	97	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	29	98	-	-	SYM
geoplanning-15421	29	99	170	170	NUM
geoplanning-15421	29	100	158	158	NUM
geoplanning-15421	29	101	|	|	ADV
geoplanning-15421	29	102	a	a	DET
geoplanning-15421	29	103	few	few	ADJ
geoplanning-15421	29	104	studies	study	NOUN
geoplanning-15421	29	105	have	have	AUX
geoplanning-15421	29	106	evaluated	evaluate	VERB
geoplanning-15421	29	107	land	land	NOUN
geoplanning-15421	29	108	use	use	NOUN
geoplanning-15421	29	109	change	change	NOUN
geoplanning-15421	29	110	(	(	PUNCT
geoplanning-15421	29	111	luc	luc	PROPN
geoplanning-15421	29	112	)	)	PUNCT
geoplanning-15421	29	113	that	that	PRON
geoplanning-15421	29	114	contributed	contribute	VERB
geoplanning-15421	29	115	to	to	ADP
geoplanning-15421	29	116	landslide	landslide	NOUN
geoplanning-15421	29	117	occurrence	occurrence	NOUN
geoplanning-15421	29	118	(	(	PUNCT
geoplanning-15421	29	119	garcíaruiz	garcíaruiz	NOUN
geoplanning-15421	29	120	et	et	PROPN
geoplanning-15421	29	121	al	al	PROPN
geoplanning-15421	29	122	.	.	PROPN
geoplanning-15421	29	123	,	,	PUNCT
geoplanning-15421	29	124	2010	2010	NUM
geoplanning-15421	29	125	;	;	PUNCT
geoplanning-15421	29	126	glade	glade	NOUN
geoplanning-15421	29	127	,	,	PUNCT
geoplanning-15421	29	128	2003	2003	NUM
geoplanning-15421	29	129	;	;	PUNCT
geoplanning-15421	29	130	mugagga	mugagga	PROPN
geoplanning-15421	29	131	,	,	PUNCT
geoplanning-15421	29	132	kakembo	kakembo	PROPN
geoplanning-15421	29	133	,	,	PUNCT
geoplanning-15421	29	134	&	&	CCONJ
geoplanning-15421	29	135	buyinza	buyinza	PROPN
geoplanning-15421	29	136	,	,	PUNCT
geoplanning-15421	29	137	2012	2012	NUM
geoplanning-15421	29	138	;	;	PUNCT
geoplanning-15421	29	139	soma	soma	PROPN
geoplanning-15421	29	140	&	&	CCONJ
geoplanning-15421	29	141	kubota	kubota	PROPN
geoplanning-15421	29	142	,	,	PUNCT
geoplanning-15421	29	143	2017	2017	NUM
geoplanning-15421	29	144	)	)	PUNCT
geoplanning-15421	29	145	.	.	PUNCT
geoplanning-15421	30	1	however	however	ADV
geoplanning-15421	30	2	,	,	PUNCT
geoplanning-15421	30	3	the	the	DET
geoplanning-15421	30	4	use	use	NOUN
geoplanning-15421	30	5	of	of	ADP
geoplanning-15421	30	6	luc	luc	PROPN
geoplanning-15421	30	7	as	as	ADP
geoplanning-15421	30	8	a	a	DET
geoplanning-15421	30	9	causative	causative	ADJ
geoplanning-15421	30	10	factor	factor	NOUN
geoplanning-15421	30	11	to	to	PART
geoplanning-15421	30	12	see	see	VERB
geoplanning-15421	30	13	the	the	DET
geoplanning-15421	30	14	performance	performance	NOUN
geoplanning-15421	30	15	of	of	ADP
geoplanning-15421	30	16	luc	luc	PROPN
geoplanning-15421	30	17	and	and	CCONJ
geoplanning-15421	30	18	to	to	PART
geoplanning-15421	30	19	build	build	VERB
geoplanning-15421	30	20	landslide	landslide	NOUN
geoplanning-15421	30	21	susceptibility	susceptibility	NOUN
geoplanning-15421	30	22	has	have	AUX
geoplanning-15421	30	23	not	not	PART
geoplanning-15421	30	24	yet	yet	ADV
geoplanning-15421	30	25	implemented	implement	VERB
geoplanning-15421	30	26	.	.	PUNCT
geoplanning-15421	31	1	therefore	therefore	ADV
geoplanning-15421	31	2	,	,	PUNCT
geoplanning-15421	31	3	the	the	DET
geoplanning-15421	31	4	luc	luc	PROPN
geoplanning-15421	31	5	will	will	AUX
geoplanning-15421	31	6	be	be	AUX
geoplanning-15421	31	7	as	as	ADP
geoplanning-15421	31	8	a	a	DET
geoplanning-15421	31	9	new	new	ADJ
geoplanning-15421	31	10	causative	causative	ADJ
geoplanning-15421	31	11	factor	factor	NOUN
geoplanning-15421	31	12	to	to	PART
geoplanning-15421	31	13	change	change	VERB
geoplanning-15421	31	14	a	a	DET
geoplanning-15421	31	15	land	land	NOUN
geoplanning-15421	31	16	use	use	NOUN
geoplanning-15421	31	17	as	as	ADP
geoplanning-15421	31	18	a	a	DET
geoplanning-15421	31	19	human	human	ADJ
geoplanning-15421	31	20	factor	factor	NOUN
geoplanning-15421	31	21	.	.	PUNCT
geoplanning-15421	32	1	land	land	NOUN
geoplanning-15421	32	2	use	use	NOUN
geoplanning-15421	32	3	is	be	AUX
geoplanning-15421	32	4	simply	simply	ADV
geoplanning-15421	32	5	implemented	implement	VERB
geoplanning-15421	32	6	to	to	PART
geoplanning-15421	32	7	look	look	VERB
geoplanning-15421	32	8	at	at	ADP
geoplanning-15421	32	9	the	the	DET
geoplanning-15421	32	10	current	current	ADJ
geoplanning-15421	32	11	time	time	NOUN
geoplanning-15421	32	12	and	and	CCONJ
geoplanning-15421	32	13	different	different	ADJ
geoplanning-15421	32	14	with	with	ADP
geoplanning-15421	32	15	the	the	DET
geoplanning-15421	32	16	luc	luc	PROPN
geoplanning-15421	32	17	.	.	PUNCT
geoplanning-15421	33	1	luc	luc	PROPN
geoplanning-15421	33	2	can	can	AUX
geoplanning-15421	33	3	prepare	prepare	VERB
geoplanning-15421	33	4	what	what	DET
geoplanning-15421	33	5	land	land	NOUN
geoplanning-15421	33	6	has	have	AUX
geoplanning-15421	33	7	used	use	VERB
geoplanning-15421	33	8	before	before	ADV
geoplanning-15421	33	9	.	.	PUNCT
geoplanning-15421	34	1	example	example	NOUN
geoplanning-15421	34	2	,	,	PUNCT
geoplanning-15421	34	3	early	early	ADJ
geoplanning-15421	34	4	land	land	NOUN
geoplanning-15421	34	5	use	use	NOUN
geoplanning-15421	34	6	change	change	NOUN
geoplanning-15421	34	7	was	be	AUX
geoplanning-15421	34	8	primary	primary	ADJ
geoplanning-15421	34	9	forests	forest	NOUN
geoplanning-15421	34	10	to	to	AUX
geoplanning-15421	34	11	farmland	farmland	VERB
geoplanning-15421	34	12	,	,	PUNCT
geoplanning-15421	34	13	then	then	ADV
geoplanning-15421	34	14	compared	compare	VERB
geoplanning-15421	34	15	with	with	ADP
geoplanning-15421	34	16	the	the	DET
geoplanning-15421	34	17	open	open	ADJ
geoplanning-15421	34	18	land	land	NOUN
geoplanning-15421	34	19	change	change	NOUN
geoplanning-15421	34	20	to	to	ADP
geoplanning-15421	34	21	agricultural	agricultural	ADJ
geoplanning-15421	34	22	,	,	PUNCT
geoplanning-15421	34	23	of	of	ADP
geoplanning-15421	34	24	these	these	DET
geoplanning-15421	34	25	two	two	NUM
geoplanning-15421	34	26	conditions	condition	NOUN
geoplanning-15421	34	27	have	have	AUX
geoplanning-15421	34	28	different	different	ADJ
geoplanning-15421	34	29	slope	slope	NOUN
geoplanning-15421	34	30	stability	stability	NOUN
geoplanning-15421	34	31	(	(	PUNCT
geoplanning-15421	34	32	soma	soma	PROPN
geoplanning-15421	34	33	&	&	CCONJ
geoplanning-15421	34	34	kubota	kubota	PROPN
geoplanning-15421	34	35	,	,	PUNCT
geoplanning-15421	34	36	2017	2017	NUM
geoplanning-15421	34	37	)	)	PUNCT
geoplanning-15421	34	38	.	.	PUNCT
geoplanning-15421	35	1	based	base	VERB
geoplanning-15421	35	2	on	on	ADP
geoplanning-15421	35	3	these	these	DET
geoplanning-15421	35	4	factors	factor	NOUN
geoplanning-15421	35	5	,	,	PUNCT
geoplanning-15421	35	6	previous	previous	ADJ
geoplanning-15421	35	7	researchers	researcher	NOUN
geoplanning-15421	35	8	have	have	AUX
geoplanning-15421	35	9	not	not	PART
geoplanning-15421	35	10	drawn	draw	VERB
geoplanning-15421	35	11	the	the	DET
geoplanning-15421	35	12	performance	performance	NOUN
geoplanning-15421	35	13	of	of	ADP
geoplanning-15421	35	14	land	land	NOUN
geoplanning-15421	35	15	use	use	NOUN
geoplanning-15421	35	16	changes	change	NOUN
geoplanning-15421	35	17	as	as	ADP
geoplanning-15421	35	18	a	a	DET
geoplanning-15421	35	19	causative	causative	ADJ
geoplanning-15421	35	20	factor	factor	NOUN
geoplanning-15421	35	21	.	.	PUNCT
geoplanning-15421	36	1	the	the	DET
geoplanning-15421	36	2	objective	objective	NOUN
geoplanning-15421	36	3	of	of	ADP
geoplanning-15421	36	4	the	the	DET
geoplanning-15421	36	5	study	study	NOUN
geoplanning-15421	36	6	was	be	AUX
geoplanning-15421	36	7	to	to	PART
geoplanning-15421	36	8	examine	examine	VERB
geoplanning-15421	36	9	the	the	DET
geoplanning-15421	36	10	performance	performance	NOUN
geoplanning-15421	36	11	of	of	ADP
geoplanning-15421	36	12	land	land	NOUN
geoplanning-15421	36	13	use	use	NOUN
geoplanning-15421	36	14	change	change	NOUN
geoplanning-15421	36	15	as	as	ADP
geoplanning-15421	36	16	a	a	DET
geoplanning-15421	36	17	causative	causative	ADJ
geoplanning-15421	36	18	factor	factor	NOUN
geoplanning-15421	36	19	to	to	PART
geoplanning-15421	36	20	produce	produce	VERB
geoplanning-15421	36	21	landslide	landslide	NOUN
geoplanning-15421	36	22	susceptibility	susceptibility	NOUN
geoplanning-15421	36	23	map	map	NOUN
geoplanning-15421	36	24	using	use	VERB
geoplanning-15421	36	25	frequency	frequency	NOUN
geoplanning-15421	36	26	ratio	ratio	NOUN
geoplanning-15421	36	27	,	,	PUNCT
geoplanning-15421	36	28	logistic	logistic	ADJ
geoplanning-15421	36	29	regression	regression	NOUN
geoplanning-15421	36	30	,	,	PUNCT
geoplanning-15421	36	31	and	and	CCONJ
geoplanning-15421	36	32	comparison	comparison	NOUN
geoplanning-15421	36	33	.	.	PUNCT
geoplanning-15421	37	1	2	2	X
geoplanning-15421	37	2	.	.	X
geoplanning-15421	37	3	data	datum	NOUN
geoplanning-15421	37	4	and	and	CCONJ
geoplanning-15421	37	5	methods	method	NOUN
geoplanning-15421	37	6	2.1	2.1	NUM
geoplanning-15421	37	7	.	.	PUNCT
geoplanning-15421	38	1	study	study	NOUN
geoplanning-15421	38	2	area	area	NOUN
geoplanning-15421	38	3	upper	upper	ADV
geoplanning-15421	38	4	of	of	ADP
geoplanning-15421	38	5	ujung	ujung	PROPN
geoplanning-15421	38	6	-	-	PUNCT
geoplanning-15421	38	7	loe	loe	NOUN
geoplanning-15421	38	8	watersheds	watershed	NOUN
geoplanning-15421	38	9	was	be	AUX
geoplanning-15421	38	10	located	locate	VERB
geoplanning-15421	38	11	in	in	ADP
geoplanning-15421	38	12	bulukumba	bulukumba	NOUN
geoplanning-15421	38	13	and	and	CCONJ
geoplanning-15421	38	14	sinjai	sinjai	PROPN
geoplanning-15421	38	15	regency	regency	PROPN
geoplanning-15421	38	16	,	,	PUNCT
geoplanning-15421	38	17	south	south	PROPN
geoplanning-15421	38	18	sulawesi	sulawesi	PROPN
geoplanning-15421	38	19	province	province	PROPN
geoplanning-15421	38	20	,	,	PUNCT
geoplanning-15421	38	21	indonesia	indonesia	PROPN
geoplanning-15421	38	22	.	.	PUNCT
geoplanning-15421	39	1	it	it	PRON
geoplanning-15421	39	2	provides	provide	VERB
geoplanning-15421	39	3	a	a	DET
geoplanning-15421	39	4	fertile	fertile	ADJ
geoplanning-15421	39	5	land	land	NOUN
geoplanning-15421	39	6	but	but	CCONJ
geoplanning-15421	39	7	frequently	frequently	ADV
geoplanning-15421	39	8	suffers	suffer	VERB
geoplanning-15421	39	9	from	from	ADP
geoplanning-15421	39	10	landslide	landslide	NOUN
geoplanning-15421	39	11	disasters	disaster	NOUN
geoplanning-15421	39	12	.	.	PUNCT
geoplanning-15421	40	1	landslide	landslide	NOUN
geoplanning-15421	40	2	disasters	disaster	NOUN
geoplanning-15421	40	3	occur	occur	VERB
geoplanning-15421	40	4	almost	almost	ADV
geoplanning-15421	40	5	every	every	PRON
geoplanning-15421	40	6	year	year	NOUN
geoplanning-15421	40	7	,	,	PUNCT
geoplanning-15421	40	8	especially	especially	ADV
geoplanning-15421	40	9	during	during	ADP
geoplanning-15421	40	10	the	the	DET
geoplanning-15421	40	11	rainy	rainy	ADJ
geoplanning-15421	40	12	season	season	NOUN
geoplanning-15421	40	13	,	,	PUNCT
geoplanning-15421	40	14	which	which	PRON
geoplanning-15421	40	15	induces	induce	VERB
geoplanning-15421	40	16	flash	flash	NOUN
geoplanning-15421	40	17	floods	flood	NOUN
geoplanning-15421	40	18	and	and	CCONJ
geoplanning-15421	40	19	debris	debris	NOUN
geoplanning-15421	40	20	flows	flow	NOUN
geoplanning-15421	40	21	in	in	ADP
geoplanning-15421	40	22	the	the	DET
geoplanning-15421	40	23	upstream	upstream	NOUN
geoplanning-15421	40	24	(	(	PUNCT
geoplanning-15421	40	25	soma	soma	PROPN
geoplanning-15421	40	26	&	&	CCONJ
geoplanning-15421	40	27	kubota	kubota	PROPN
geoplanning-15421	40	28	,	,	PUNCT
geoplanning-15421	40	29	2017	2017	NUM
geoplanning-15421	40	30	)	)	PUNCT
geoplanning-15421	40	31	.	.	PUNCT
geoplanning-15421	41	1	the	the	DET
geoplanning-15421	41	2	upper	upper	NOUN
geoplanning-15421	41	3	of	of	ADP
geoplanning-15421	41	4	ujung	ujung	PROPN
geoplanning-15421	41	5	-	-	PUNCT
geoplanning-15421	41	6	loe	loe	NOUN
geoplanning-15421	41	7	watersheds	watershed	NOUN
geoplanning-15421	41	8	is	be	AUX
geoplanning-15421	41	9	located	locate	VERB
geoplanning-15421	41	10	at	at	ADP
geoplanning-15421	41	11	119	119	NUM
geoplanning-15421	41	12	°	°	NOUN
geoplanning-15421	41	13	55	55	NUM
geoplanning-15421	41	14	'	'	NOUN
geoplanning-15421	41	15	42.34"e	42.34"e	NUM
geoplanning-15421	41	16	to	to	ADP
geoplanning-15421	41	17	120	120	NUM
geoplanning-15421	41	18	°	°	NOUN
geoplanning-15421	41	19	8	8	NUM
geoplanning-15421	41	20	'	'	PART
geoplanning-15421	41	21	43.12"e	43.12"e	NUM
geoplanning-15421	41	22	and	and	CCONJ
geoplanning-15421	41	23	5	5	NUM
geoplanning-15421	41	24	°	°	NOUN
geoplanning-15421	41	25	18	18	NUM
geoplanning-15421	41	26	'	'	NUM
geoplanning-15421	41	27	19.07	19.07	NUM
geoplanning-15421	41	28	"	"	PUNCT
geoplanning-15421	41	29	s	s	NOUN
geoplanning-15421	41	30	to	to	ADP
geoplanning-15421	41	31	5	5	NUM
geoplanning-15421	41	32	°	°	NOUN
geoplanning-15421	41	33	24	24	NUM
geoplanning-15421	41	34	'	'	NUM
geoplanning-15421	41	35	43.33	43.33	NUM
geoplanning-15421	41	36	"	"	PUNCT
geoplanning-15421	41	37	s	s	NOUN
geoplanning-15421	41	38	with	with	ADP
geoplanning-15421	41	39	the	the	DET
geoplanning-15421	41	40	altitude	altitude	NOUN
geoplanning-15421	41	41	of	of	ADP
geoplanning-15421	41	42	255	255	NUM
geoplanning-15421	41	43	–	–	PUNCT
geoplanning-15421	41	44	2,860	2,860	NUM
geoplanning-15421	41	45	meters	meter	NOUN
geoplanning-15421	41	46	above	above	ADP
geoplanning-15421	41	47	sea	sea	NOUN
geoplanning-15421	41	48	level	level	NOUN
geoplanning-15421	41	49	with	with	ADP
geoplanning-15421	41	50	areas	area	NOUN
geoplanning-15421	41	51	of	of	ADP
geoplanning-15421	41	52	79.79	79.79	NUM
geoplanning-15421	41	53	km2	km2	NOUN
geoplanning-15421	41	54	(	(	PUNCT
geoplanning-15421	41	55	figure	figure	NOUN
geoplanning-15421	41	56	1	1	NUM
geoplanning-15421	41	57	)	)	PUNCT
geoplanning-15421	41	58	.	.	PUNCT
geoplanning-15421	42	1	it	it	PRON
geoplanning-15421	42	2	provided	provide	VERB
geoplanning-15421	42	3	forests	forest	NOUN
geoplanning-15421	42	4	covering	cover	VERB
geoplanning-15421	42	5	an	an	DET
geoplanning-15421	42	6	area	area	NOUN
geoplanning-15421	42	7	of	of	ADP
geoplanning-15421	42	8	cultivation	cultivation	NOUN
geoplanning-15421	42	9	and	and	CCONJ
geoplanning-15421	42	10	farming	farming	NOUN
geoplanning-15421	42	11	.	.	PUNCT
geoplanning-15421	43	1	some	some	DET
geoplanning-15421	43	2	areas	area	NOUN
geoplanning-15421	43	3	are	be	AUX
geoplanning-15421	43	4	particularly	particularly	ADV
geoplanning-15421	43	5	in	in	ADP
geoplanning-15421	43	6	the	the	DET
geoplanning-15421	43	7	upstream	upstream	ADJ
geoplanning-15421	43	8	part	part	NOUN
geoplanning-15421	43	9	.	.	PUNCT
geoplanning-15421	44	1	according	accord	VERB
geoplanning-15421	44	2	to	to	ADP
geoplanning-15421	44	3	geological	geological	ADJ
geoplanning-15421	44	4	maps	map	NOUN
geoplanning-15421	44	5	of	of	ADP
geoplanning-15421	44	6	sulawesi	sulawesi	NOUN
geoplanning-15421	44	7	,	,	PUNCT
geoplanning-15421	44	8	it	it	PRON
geoplanning-15421	44	9	is	be	AUX
geoplanning-15421	44	10	dominated	dominate	VERB
geoplanning-15421	44	11	by	by	ADP
geoplanning-15421	44	12	volcanic	volcanic	ADJ
geoplanning-15421	44	13	rock	rock	NOUN
geoplanning-15421	44	14	of	of	ADP
geoplanning-15421	44	15	lompobatang	lompobatang	PROPN
geoplanning-15421	44	16	(	(	PUNCT
geoplanning-15421	44	17	qlv	qlv	PROPN
geoplanning-15421	44	18	and	and	CCONJ
geoplanning-15421	44	19	qlvc	qlvc	PROPN
geoplanning-15421	44	20	)	)	PUNCT
geoplanning-15421	44	21	and	and	CCONJ
geoplanning-15421	44	22	members	member	NOUN
geoplanning-15421	44	23	of	of	ADP
geoplanning-15421	44	24	volcanic	volcanic	ADJ
geoplanning-15421	44	25	breccia	breccia	PROPN
geoplanning-15421	44	26	rocks	rock	NOUN
geoplanning-15421	44	27	of	of	ADP
geoplanning-15421	44	28	lompobatang	lompobatang	PROPN
geoplanning-15421	44	29	(	(	PUNCT
geoplanning-15421	44	30	qlvb	qlvb	ADJ
geoplanning-15421	44	31	)	)	PUNCT
geoplanning-15421	44	32	.	.	PUNCT
geoplanning-15421	45	1	the	the	DET
geoplanning-15421	45	2	volcanic	volcanic	ADJ
geoplanning-15421	45	3	rocks	rock	NOUN
geoplanning-15421	45	4	of	of	ADP
geoplanning-15421	45	5	lompobattang	lompobattang	PROPN
geoplanning-15421	45	6	mountain	mountain	NOUN
geoplanning-15421	45	7	consist	consist	NOUN
geoplanning-15421	45	8	of	of	ADP
geoplanning-15421	45	9	extrusive	extrusive	ADJ
geoplanning-15421	45	10	,	,	PUNCT
geoplanning-15421	45	11	mafic	mafic	NOUN
geoplanning-15421	45	12	,	,	PUNCT
geoplanning-15421	45	13	and	and	CCONJ
geoplanning-15421	45	14	polymict	polymict	ADJ
geoplanning-15421	45	15	,	,	PUNCT
geoplanning-15421	45	16	which	which	PRON
geoplanning-15421	45	17	form	form	VERB
geoplanning-15421	45	18	a	a	DET
geoplanning-15421	45	19	broad	broad	ADJ
geoplanning-15421	45	20	stratovolcano	stratovolcano	NOUN
geoplanning-15421	45	21	and	and	CCONJ
geoplanning-15421	45	22	quarter	quarter	NOUN
geoplanning-15421	45	23	lompobattang	lompobattang	PROPN
geoplanning-15421	45	24	volcanic	volcanic	PROPN
geoplanning-15421	45	25	estimated	estimate	VERB
geoplanning-15421	45	26	start	start	VERB
geoplanning-15421	45	27	from	from	ADP
geoplanning-15421	45	28	the	the	DET
geoplanning-15421	45	29	last	last	NOUN
geoplanning-15421	45	30	of	of	ADP
geoplanning-15421	45	31	pliocene	pliocene	NOUN
geoplanning-15421	45	32	to	to	ADP
geoplanning-15421	45	33	early	early	ADJ
geoplanning-15421	45	34	pleistocene	pleistocene	NOUN
geoplanning-15421	45	35	of	of	ADP
geoplanning-15421	45	36	volcanic	volcanic	ADJ
geoplanning-15421	45	37	rock	rock	NOUN
geoplanning-15421	45	38	.	.	PUNCT
geoplanning-15421	46	1	members	member	NOUN
geoplanning-15421	46	2	of	of	ADP
geoplanning-15421	46	3	volcanic	volcanic	ADJ
geoplanning-15421	46	4	breccia	breccia	PROPN
geoplanning-15421	46	5	rocks	rock	NOUN
geoplanning-15421	46	6	of	of	ADP
geoplanning-15421	46	7	lompobatang	lompobatang	PROPN
geoplanning-15421	46	8	(	(	PUNCT
geoplanning-15421	46	9	qlvb	qlvb	ADJ
geoplanning-15421	46	10	)	)	PUNCT
geoplanning-15421	46	11	consist	consist	NOUN
geoplanning-15421	46	12	of	of	ADP
geoplanning-15421	46	13	extrusive	extrusive	ADJ
geoplanning-15421	46	14	,	,	PUNCT
geoplanning-15421	46	15	mafic	mafic	NOUN
geoplanning-15421	46	16	,	,	PUNCT
geoplanning-15421	46	17	and	and	CCONJ
geoplanning-15421	46	18	polymict	polymict	ADJ
geoplanning-15421	46	19	,	,	PUNCT
geoplanning-15421	46	20	and	and	CCONJ
geoplanning-15421	46	21	are	be	AUX
geoplanning-15421	46	22	estimated	estimate	VERB
geoplanning-15421	46	23	to	to	PART
geoplanning-15421	46	24	start	start	VERB
geoplanning-15421	46	25	from	from	ADP
geoplanning-15421	46	26	first	first	ADJ
geoplanning-15421	46	27	pleistocene	pleistocene	NOUN
geoplanning-15421	46	28	to	to	ADP
geoplanning-15421	46	29	early	early	ADJ
geoplanning-15421	46	30	holocene	holocene	PROPN
geoplanning-15421	46	31	of	of	ADP
geoplanning-15421	46	32	volcanic	volcanic	ADJ
geoplanning-15421	46	33	rock	rock	NOUN
geoplanning-15421	46	34	.	.	PUNCT
geoplanning-15421	47	1	the	the	DET
geoplanning-15421	47	2	slope	slope	NOUN
geoplanning-15421	47	3	is	be	AUX
geoplanning-15421	47	4	around	around	ADV
geoplanning-15421	47	5	38.8	38.8	NUM
geoplanning-15421	47	6	%	%	NOUN
geoplanning-15421	47	7	with	with	ADP
geoplanning-15421	47	8	slope	slope	NOUN
geoplanning-15421	47	9	class	class	NOUN
geoplanning-15421	47	10	>	>	SYM
geoplanning-15421	47	11	20	20	NUM
geoplanning-15421	47	12	degrees	degree	NOUN
geoplanning-15421	47	13	including	include	VERB
geoplanning-15421	47	14	a	a	DET
geoplanning-15421	47	15	particular	particular	ADJ
geoplanning-15421	47	16	area	area	NOUN
geoplanning-15421	47	17	at	at	ADP
geoplanning-15421	47	18	the	the	DET
geoplanning-15421	47	19	upstream	upstream	NOUN
geoplanning-15421	47	20	is	be	AUX
geoplanning-15421	47	21	very	very	ADV
geoplanning-15421	47	22	steep	steep	ADJ
geoplanning-15421	47	23	(	(	PUNCT
geoplanning-15421	47	24	>	>	SYM
geoplanning-15421	47	25	40	40	NUM
geoplanning-15421	47	26	degrees	degree	NOUN
geoplanning-15421	47	27	)	)	PUNCT
geoplanning-15421	47	28	.	.	PUNCT
geoplanning-15421	48	1	figure	figure	NOUN
geoplanning-15421	48	2	1	1	NUM
geoplanning-15421	48	3	.	.	PUNCT
geoplanning-15421	49	1	study	study	NOUN
geoplanning-15421	49	2	area	area	NOUN
geoplanning-15421	49	3	the	the	DET
geoplanning-15421	49	4	tropical	tropical	ADJ
geoplanning-15421	49	5	climate	climate	NOUN
geoplanning-15421	49	6	of	of	ADP
geoplanning-15421	49	7	south	south	ADJ
geoplanning-15421	49	8	sulawesi	sulawesi	PROPN
geoplanning-15421	49	9	has	have	VERB
geoplanning-15421	49	10	individual	individual	ADJ
geoplanning-15421	49	11	characteristics	characteristic	NOUN
geoplanning-15421	49	12	of	of	ADP
geoplanning-15421	49	13	the	the	DET
geoplanning-15421	49	14	two	two	NUM
geoplanning-15421	49	15	seasons	season	NOUN
geoplanning-15421	49	16	of	of	ADP
geoplanning-15421	49	17	the	the	DET
geoplanning-15421	49	18	year	year	NOUN
geoplanning-15421	49	19	:	:	PUNCT
geoplanning-15421	49	20	the	the	DET
geoplanning-15421	49	21	rainy	rainy	ADJ
geoplanning-15421	49	22	season	season	NOUN
geoplanning-15421	49	23	and	and	CCONJ
geoplanning-15421	49	24	dry	dry	ADJ
geoplanning-15421	49	25	season	season	NOUN
geoplanning-15421	49	26	.	.	PUNCT
geoplanning-15421	50	1	the	the	DET
geoplanning-15421	50	2	northeast	northeast	ADJ
geoplanning-15421	50	3	monsoon	monsoon	NOUN
geoplanning-15421	50	4	giving	giving	NOUN
geoplanning-15421	50	5	raises	raise	VERB
geoplanning-15421	50	6	rainy	rainy	ADJ
geoplanning-15421	50	7	season	season	NOUN
geoplanning-15421	50	8	between	between	ADP
geoplanning-15421	50	9	november	november	PROPN
geoplanning-15421	50	10	and	and	CCONJ
geoplanning-15421	50	11	july	july	PROPN
geoplanning-15421	50	12	(	(	PUNCT
geoplanning-15421	50	13	march	march	PROPN
geoplanning-15421	50	14	to	to	ADP
geoplanning-15421	50	15	july	july	PROPN
geoplanning-15421	50	16	has	have	AUX
geoplanning-15421	50	17	the	the	DET
geoplanning-15421	50	18	maximum	maximum	ADJ
geoplanning-15421	50	19	precipitation	precipitation	NOUN
geoplanning-15421	50	20	)	)	PUNCT
geoplanning-15421	50	21	,	,	PUNCT
geoplanning-15421	50	22	and	and	CCONJ
geoplanning-15421	50	23	the	the	DET
geoplanning-15421	50	24	southwest	southwest	NOUN
geoplanning-15421	50	25	monsoon	monsoon	NOUN
geoplanning-15421	50	26	causes	cause	VERB
geoplanning-15421	50	27	the	the	DET
geoplanning-15421	50	28	dry	dry	ADJ
geoplanning-15421	50	29	season	season	NOUN
geoplanning-15421	50	30	,	,	PUNCT
geoplanning-15421	50	31	from	from	ADP
geoplanning-15421	50	32	august	august	PROPN
geoplanning-15421	50	33	to	to	ADP
geoplanning-15421	50	34	october	october	PROPN
geoplanning-15421	50	35	.	.	PUNCT
geoplanning-15421	51	1	the	the	DET
geoplanning-15421	51	2	annual	annual	ADJ
geoplanning-15421	51	3	rainfall	rainfall	NOUN
geoplanning-15421	51	4	data	datum	NOUN
geoplanning-15421	51	5	were	be	AUX
geoplanning-15421	51	6	recorded	record	VERB
geoplanning-15421	51	7	at	at	ADP
geoplanning-15421	51	8	three	three	NUM
geoplanning-15421	51	9	stations	station	NOUN
geoplanning-15421	51	10	,	,	PUNCT
geoplanning-15421	51	11	i.e.	i.e.	X
geoplanning-15421	51	12	,	,	PUNCT
geoplanning-15421	51	13	pasir	pasir	PROPN
geoplanning-15421	51	14	putih	putih	PROPN
geoplanning-15421	51	15	station	station	PROPN
geoplanning-15421	51	16	,	,	PUNCT
geoplanning-15421	51	17	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	PROPN
geoplanning-15421	51	18	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	VERB
geoplanning-15421	51	19	soma	soma	NOUN
geoplanning-15421	51	20	and	and	CCONJ
geoplanning-15421	51	21	kubota	kubota	NOUN
geoplanning-15421	51	22	/	/	PUNCT
geoplanning-15421	51	23	geoplanning	geoplanning	NOUN
geoplanning-15421	51	24	:	:	PUNCT
geoplanning-15421	51	25	journal	journal	NOUN
geoplanning-15421	51	26	of	of	ADP
geoplanning-15421	51	27	geomatics	geomatics	PROPN
geoplanning-15421	51	28	and	and	CCONJ
geoplanning-15421	51	29	planning	planning	NOUN
geoplanning-15421	51	30	,	,	PUNCT
geoplanning-15421	51	31	vol	vol	NOUN
geoplanning-15421	51	32	4	4	NUM
geoplanning-15421	51	33	,	,	PUNCT
geoplanning-15421	51	34	no	no	INTJ
geoplanning-15421	51	35	.	.	NOUN
geoplanning-15421	51	36	2	2	NUM
geoplanning-15421	51	37	,	,	PUNCT
geoplanning-15421	51	38	2017	2017	NUM
geoplanning-15421	51	39	,	,	PUNCT
geoplanning-15421	51	40	157	157	NUM
geoplanning-15421	51	41	-	-	SYM
geoplanning-15421	51	42	170	170	NUM
geoplanning-15421	51	43	doi	doi	NOUN
geoplanning-15421	51	44	:	:	PUNCT
geoplanning-15421	51	45	10.14710	10.14710	NUM
geoplanning-15421	51	46	/	/	SYM
geoplanning-15421	51	47	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	51	48	-	-	SYM
geoplanning-15421	51	49	170	170	NUM
geoplanning-15421	51	50	|	|	NOUN
geoplanning-15421	51	51	159	159	NUM
geoplanning-15421	51	52	malino	malino	NOUN
geoplanning-15421	51	53	station	station	NOUN
geoplanning-15421	51	54	and	and	CCONJ
geoplanning-15421	51	55	tanete	tanete	ADJ
geoplanning-15421	51	56	/	/	SYM
geoplanning-15421	51	57	bulo	bulo	NOUN
geoplanning-15421	51	58	-	-	PUNCT
geoplanning-15421	51	59	bulo	bulo	NOUN
geoplanning-15421	51	60	station	station	NOUN
geoplanning-15421	51	61	from	from	ADP
geoplanning-15421	51	62	year	year	NOUN
geoplanning-15421	51	63	2010	2010	NUM
geoplanning-15421	51	64	to	to	ADP
geoplanning-15421	51	65	2015	2015	NUM
geoplanning-15421	51	66	.	.	PUNCT
geoplanning-15421	52	1	the	the	DET
geoplanning-15421	52	2	annual	annual	ADJ
geoplanning-15421	52	3	rainfall	rainfall	NOUN
geoplanning-15421	52	4	data	datum	NOUN
geoplanning-15421	52	5	recorded	record	VERB
geoplanning-15421	52	6	at	at	ADP
geoplanning-15421	52	7	pasir	pasir	PROPN
geoplanning-15421	52	8	putih	putih	PROPN
geoplanning-15421	52	9	station	station	NOUN
geoplanning-15421	52	10	was	be	AUX
geoplanning-15421	52	11	2,976	2,976	NUM
geoplanning-15421	52	12	to	to	ADP
geoplanning-15421	52	13	7,114	7,114	NUM
geoplanning-15421	52	14	mm	mm	NOUN
geoplanning-15421	52	15	/	/	SYM
geoplanning-15421	52	16	year	year	NOUN
geoplanning-15421	52	17	with	with	ADP
geoplanning-15421	52	18	average	average	ADJ
geoplanning-15421	52	19	annual	annual	ADJ
geoplanning-15421	52	20	rainfall	rainfall	NOUN
geoplanning-15421	52	21	4,524	4,524	NUM
geoplanning-15421	52	22	mm	mm	NOUN
geoplanning-15421	52	23	/	/	SYM
geoplanning-15421	52	24	year	year	NOUN
geoplanning-15421	52	25	.	.	PUNCT
geoplanning-15421	53	1	rainfall	rainfall	NOUN
geoplanning-15421	53	2	recorded	record	VERB
geoplanning-15421	53	3	at	at	ADP
geoplanning-15421	53	4	malino	malino	NOUN
geoplanning-15421	53	5	station	station	NOUN
geoplanning-15421	53	6	was	be	AUX
geoplanning-15421	53	7	3,271	3,271	NUM
geoplanning-15421	53	8	to	to	ADP
geoplanning-15421	53	9	5,346	5,346	NUM
geoplanning-15421	53	10	mm	mm	NOUN
geoplanning-15421	53	11	/	/	SYM
geoplanning-15421	53	12	year	year	NOUN
geoplanning-15421	53	13	with	with	ADP
geoplanning-15421	53	14	average	average	ADJ
geoplanning-15421	53	15	annual	annual	ADJ
geoplanning-15421	53	16	rainfall	rainfall	NOUN
geoplanning-15421	53	17	3,933	3,933	NUM
geoplanning-15421	53	18	mm	mm	NOUN
geoplanning-15421	53	19	/	/	SYM
geoplanning-15421	53	20	year	year	NOUN
geoplanning-15421	53	21	;	;	PUNCT
geoplanning-15421	53	22	and	and	CCONJ
geoplanning-15421	53	23	recorded	record	VERB
geoplanning-15421	53	24	at	at	ADP
geoplanning-15421	53	25	tanete	tanete	ADJ
geoplanning-15421	53	26	/	/	SYM
geoplanning-15421	53	27	bulo	bulo	NOUN
geoplanning-15421	53	28	-	-	PUNCT
geoplanning-15421	53	29	bulo	bulo	NOUN
geoplanning-15421	53	30	station	station	NOUN
geoplanning-15421	53	31	was	be	AUX
geoplanning-15421	53	32	2,237	2,237	NUM
geoplanning-15421	53	33	to	to	ADP
geoplanning-15421	53	34	5,711	5,711	NUM
geoplanning-15421	53	35	mm	mm	NOUN
geoplanning-15421	53	36	/	/	SYM
geoplanning-15421	53	37	year	year	NOUN
geoplanning-15421	53	38	with	with	ADP
geoplanning-15421	53	39	average	average	ADJ
geoplanning-15421	53	40	annual	annual	ADJ
geoplanning-15421	53	41	rainfall	rainfall	NOUN
geoplanning-15421	53	42	3,538	3,538	NUM
geoplanning-15421	53	43	mm	mm	NOUN
geoplanning-15421	53	44	/	/	SYM
geoplanning-15421	53	45	year	year	NOUN
geoplanning-15421	53	46	.	.	PUNCT
geoplanning-15421	54	1	the	the	DET
geoplanning-15421	54	2	monthly	monthly	ADJ
geoplanning-15421	54	3	rainfall	rainfall	NOUN
geoplanning-15421	54	4	is	be	AUX
geoplanning-15421	54	5	more	more	ADJ
geoplanning-15421	54	6	than	than	ADP
geoplanning-15421	54	7	400	400	NUM
geoplanning-15421	54	8	mm	mm	NOUN
geoplanning-15421	54	9	in	in	ADP
geoplanning-15421	54	10	the	the	DET
geoplanning-15421	54	11	month	month	NOUN
geoplanning-15421	54	12	of	of	ADP
geoplanning-15421	54	13	december	december	PROPN
geoplanning-15421	54	14	and	and	CCONJ
geoplanning-15421	54	15	rises	rise	VERB
geoplanning-15421	54	16	to	to	ADP
geoplanning-15421	54	17	627	627	NUM
geoplanning-15421	54	18	mm	mm	NOUN
geoplanning-15421	54	19	in	in	ADP
geoplanning-15421	54	20	july	july	PROPN
geoplanning-15421	54	21	(	(	PUNCT
geoplanning-15421	54	22	agency	agency	NOUN
geoplanning-15421	54	23	of	of	ADP
geoplanning-15421	54	24	climatology	climatology	NOUN
geoplanning-15421	54	25	and	and	CCONJ
geoplanning-15421	54	26	geophysical	geophysical	ADJ
geoplanning-15421	54	27	,	,	PUNCT
geoplanning-15421	54	28	makassar	makassar	PROPN
geoplanning-15421	54	29	,	,	PUNCT
geoplanning-15421	54	30	indonesia	indonesia	PROPN
geoplanning-15421	54	31	,	,	PUNCT
geoplanning-15421	54	32	2016	2016	NUM
geoplanning-15421	54	33	)	)	PUNCT
geoplanning-15421	54	34	.	.	PUNCT
geoplanning-15421	55	1	due	due	ADP
geoplanning-15421	55	2	to	to	ADP
geoplanning-15421	55	3	the	the	DET
geoplanning-15421	55	4	increasing	increase	VERB
geoplanning-15421	55	5	intensity	intensity	NOUN
geoplanning-15421	55	6	of	of	ADP
geoplanning-15421	55	7	rainfall	rainfall	NOUN
geoplanning-15421	55	8	leading	lead	VERB
geoplanning-15421	55	9	to	to	ADP
geoplanning-15421	55	10	the	the	DET
geoplanning-15421	55	11	possibility	possibility	NOUN
geoplanning-15421	55	12	of	of	ADP
geoplanning-15421	55	13	landslides	landslide	NOUN
geoplanning-15421	55	14	and	and	CCONJ
geoplanning-15421	55	15	especially	especially	ADV
geoplanning-15421	55	16	in	in	ADP
geoplanning-15421	55	17	shallow	shallow	ADJ
geoplanning-15421	55	18	landslides	landslide	NOUN
geoplanning-15421	55	19	correspondingly	correspondingly	ADV
geoplanning-15421	55	20	increased	increase	VERB
geoplanning-15421	55	21	with	with	ADP
geoplanning-15421	55	22	the	the	DET
geoplanning-15421	55	23	high	high	ADJ
geoplanning-15421	55	24	-	-	PUNCT
geoplanning-15421	55	25	intensity	intensity	NOUN
geoplanning-15421	55	26	rainfall	rainfall	NOUN
geoplanning-15421	55	27	in	in	ADP
geoplanning-15421	55	28	a	a	DET
geoplanning-15421	55	29	short	short	ADJ
geoplanning-15421	55	30	time	time	NOUN
geoplanning-15421	55	31	(	(	PUNCT
geoplanning-15421	55	32	hasnawir	hasnawir	PROPN
geoplanning-15421	55	33	et	et	PROPN
geoplanning-15421	55	34	al	al	PROPN
geoplanning-15421	55	35	.	.	PROPN
geoplanning-15421	55	36	,	,	PUNCT
geoplanning-15421	55	37	2017	2017	NUM
geoplanning-15421	55	38	)	)	PUNCT
geoplanning-15421	55	39	.	.	PUNCT
geoplanning-15421	56	1	2.2	2.2	NUM
geoplanning-15421	56	2	.	.	PUNCT
geoplanning-15421	56	3	preparation	preparation	NOUN
geoplanning-15421	56	4	of	of	ADP
geoplanning-15421	56	5	data	datum	NOUN
geoplanning-15421	56	6	data	datum	NOUN
geoplanning-15421	56	7	selection	selection	NOUN
geoplanning-15421	56	8	is	be	AUX
geoplanning-15421	56	9	the	the	DET
geoplanning-15421	56	10	important	important	ADJ
geoplanning-15421	56	11	thing	thing	NOUN
geoplanning-15421	56	12	in	in	ADP
geoplanning-15421	56	13	the	the	DET
geoplanning-15421	56	14	preparation	preparation	NOUN
geoplanning-15421	56	15	of	of	ADP
geoplanning-15421	56	16	the	the	DET
geoplanning-15421	56	17	landslide	landslide	NOUN
geoplanning-15421	56	18	susceptibility	susceptibility	NOUN
geoplanning-15421	56	19	map	map	NOUN
geoplanning-15421	56	20	.	.	PUNCT
geoplanning-15421	57	1	the	the	DET
geoplanning-15421	57	2	good	good	ADJ
geoplanning-15421	57	3	data	datum	NOUN
geoplanning-15421	57	4	selection	selection	NOUN
geoplanning-15421	57	5	for	for	ADP
geoplanning-15421	57	6	analysis	analysis	NOUN
geoplanning-15421	57	7	helps	help	VERB
geoplanning-15421	57	8	to	to	PART
geoplanning-15421	57	9	find	find	VERB
geoplanning-15421	57	10	satisfactory	satisfactory	ADJ
geoplanning-15421	57	11	results	result	NOUN
geoplanning-15421	57	12	.	.	PUNCT
geoplanning-15421	58	1	management	management	NOUN
geoplanning-15421	58	2	and	and	CCONJ
geoplanning-15421	58	3	collection	collection	NOUN
geoplanning-15421	58	4	or	or	CCONJ
geoplanning-15421	58	5	selection	selection	NOUN
geoplanning-15421	58	6	using	use	VERB
geoplanning-15421	58	7	arc	arc	NOUN
geoplanning-15421	58	8	gis	gis	PROPN
geoplanning-15421	58	9	10.3	10.3	NUM
geoplanning-15421	58	10	must	must	AUX
geoplanning-15421	58	11	be	be	AUX
geoplanning-15421	58	12	accurate	accurate	ADJ
geoplanning-15421	58	13	in	in	ADP
geoplanning-15421	58	14	establishing	establish	VERB
geoplanning-15421	58	15	a	a	DET
geoplanning-15421	58	16	spatial	spatial	ADJ
geoplanning-15421	58	17	data	data	NOUN
geoplanning-15421	58	18	landslide	landslide	NOUN
geoplanning-15421	58	19	inventory	inventory	NOUN
geoplanning-15421	58	20	and	and	CCONJ
geoplanning-15421	58	21	also	also	ADV
geoplanning-15421	58	22	a	a	DET
geoplanning-15421	58	23	causative	causative	ADJ
geoplanning-15421	58	24	factor	factor	NOUN
geoplanning-15421	58	25	.	.	PUNCT
geoplanning-15421	59	1	for	for	ADP
geoplanning-15421	59	2	the	the	DET
geoplanning-15421	59	3	analysis	analysis	NOUN
geoplanning-15421	59	4	of	of	ADP
geoplanning-15421	59	5	the	the	DET
geoplanning-15421	59	6	frequency	frequency	NOUN
geoplanning-15421	59	7	ratio	ratio	NOUN
geoplanning-15421	59	8	(	(	PUNCT
geoplanning-15421	59	9	fr	fr	NOUN
geoplanning-15421	59	10	)	)	PUNCT
geoplanning-15421	59	11	calculation	calculation	NOUN
geoplanning-15421	59	12	was	be	AUX
geoplanning-15421	59	13	carried	carry	VERB
geoplanning-15421	59	14	out	out	ADP
geoplanning-15421	59	15	using	use	VERB
geoplanning-15421	59	16	microsoft	microsoft	PROPN
geoplanning-15421	59	17	excel	excel	PROPN
geoplanning-15421	59	18	,	,	PUNCT
geoplanning-15421	59	19	while	while	SCONJ
geoplanning-15421	59	20	for	for	SCONJ
geoplanning-15421	59	21	the	the	DET
geoplanning-15421	59	22	logistic	logistic	ADJ
geoplanning-15421	59	23	regression	regression	NOUN
geoplanning-15421	59	24	(	(	PUNCT
geoplanning-15421	59	25	lr	lr	NOUN
geoplanning-15421	59	26	)	)	PUNCT
geoplanning-15421	59	27	used	use	VERB
geoplanning-15421	59	28	the	the	DET
geoplanning-15421	59	29	program	program	NOUN
geoplanning-15421	59	30	statistical	statistical	ADJ
geoplanning-15421	59	31	package	package	NOUN
geoplanning-15421	59	32	for	for	ADP
geoplanning-15421	59	33	social	social	ADJ
geoplanning-15421	59	34	sciences	science	NOUN
geoplanning-15421	59	35	(	(	PUNCT
geoplanning-15421	59	36	spss	spss	PROPN
geoplanning-15421	59	37	)	)	PUNCT
geoplanning-15421	59	38	.	.	PUNCT
geoplanning-15421	60	1	more	more	ADJ
geoplanning-15421	60	2	detail	detail	NOUN
geoplanning-15421	60	3	of	of	ADP
geoplanning-15421	60	4	the	the	DET
geoplanning-15421	60	5	research	research	NOUN
geoplanning-15421	60	6	,	,	PUNCT
geoplanning-15421	60	7	it	it	PRON
geoplanning-15421	60	8	can	can	AUX
geoplanning-15421	60	9	be	be	AUX
geoplanning-15421	60	10	consulted	consult	VERB
geoplanning-15421	60	11	in	in	ADP
geoplanning-15421	60	12	figure	figure	NOUN
geoplanning-15421	60	13	3	3	NUM
geoplanning-15421	60	14	.	.	NOUN
geoplanning-15421	60	15	2.2.1	2.2.1	NUM
geoplanning-15421	60	16	.	.	PUNCT
geoplanning-15421	60	17	landslide	landslide	NOUN
geoplanning-15421	60	18	inventory	inventory	NOUN
geoplanning-15421	60	19	landslides	landslide	VERB
geoplanning-15421	60	20	inventory	inventory	NOUN
geoplanning-15421	60	21	can	can	AUX
geoplanning-15421	60	22	involve	involve	VERB
geoplanning-15421	60	23	field	field	NOUN
geoplanning-15421	60	24	surveys	survey	NOUN
geoplanning-15421	60	25	,	,	PUNCT
geoplanning-15421	60	26	expression	expression	NOUN
geoplanning-15421	60	27	of	of	ADP
geoplanning-15421	60	28	morphological	morphological	ADJ
geoplanning-15421	60	29	,	,	PUNCT
geoplanning-15421	60	30	and	and	CCONJ
geoplanning-15421	60	31	interpretation	interpretation	NOUN
geoplanning-15421	60	32	of	of	ADP
geoplanning-15421	60	33	remote	remote	ADJ
geoplanning-15421	60	34	sensing	sensing	NOUN
geoplanning-15421	60	35	images	image	NOUN
geoplanning-15421	60	36	based	base	VERB
geoplanning-15421	60	37	on	on	ADP
geoplanning-15421	60	38	spectral	spectral	ADJ
geoplanning-15421	60	39	characteristics	characteristic	NOUN
geoplanning-15421	60	40	,	,	PUNCT
geoplanning-15421	60	41	shape	shape	NOUN
geoplanning-15421	60	42	,	,	PUNCT
geoplanning-15421	60	43	and	and	CCONJ
geoplanning-15421	60	44	contrast	contrast	NOUN
geoplanning-15421	60	45	(	(	PUNCT
geoplanning-15421	60	46	kanungo	kanungo	PROPN
geoplanning-15421	60	47	et	et	PROPN
geoplanning-15421	60	48	al	al	PROPN
geoplanning-15421	60	49	.	.	PROPN
geoplanning-15421	60	50	,	,	PUNCT
geoplanning-15421	60	51	2006	2006	NUM
geoplanning-15421	60	52	)	)	PUNCT
geoplanning-15421	60	53	.	.	PUNCT
geoplanning-15421	61	1	this	this	DET
geoplanning-15421	61	2	study	study	NOUN
geoplanning-15421	61	3	used	use	VERB
geoplanning-15421	61	4	data	datum	NOUN
geoplanning-15421	61	5	landslide	landslide	NOUN
geoplanning-15421	61	6	from	from	ADP
geoplanning-15421	61	7	2012	2012	NUM
geoplanning-15421	61	8	to	to	ADP
geoplanning-15421	61	9	2016	2016	NUM
geoplanning-15421	61	10	using	use	VERB
geoplanning-15421	61	11	air	air	NOUN
geoplanning-15421	61	12	photography	photography	NOUN
geoplanning-15421	61	13	of	of	ADP
geoplanning-15421	61	14	google	google	PROPN
geoplanning-15421	61	15	earth	earth	NOUN
geoplanning-15421	61	16	pro	pro	ADJ
geoplanning-15421	61	17	and	and	CCONJ
geoplanning-15421	61	18	ground	ground	NOUN
geoplanning-15421	61	19	survey	survey	NOUN
geoplanning-15421	61	20	(	(	PUNCT
geoplanning-15421	61	21	figure	figure	NOUN
geoplanning-15421	61	22	1	1	NUM
geoplanning-15421	61	23	and	and	CCONJ
geoplanning-15421	61	24	figure	figure	VERB
geoplanning-15421	61	25	2	2	NUM
geoplanning-15421	61	26	)	)	PUNCT
geoplanning-15421	61	27	.	.	PUNCT
geoplanning-15421	62	1	the	the	DET
geoplanning-15421	62	2	purpose	purpose	NOUN
geoplanning-15421	62	3	was	be	AUX
geoplanning-15421	62	4	to	to	PART
geoplanning-15421	62	5	find	find	VERB
geoplanning-15421	62	6	a	a	DET
geoplanning-15421	62	7	correlation	correlation	NOUN
geoplanning-15421	62	8	between	between	ADP
geoplanning-15421	62	9	the	the	DET
geoplanning-15421	62	10	occurrence	occurrence	NOUN
geoplanning-15421	62	11	of	of	ADP
geoplanning-15421	62	12	landslides	landslide	NOUN
geoplanning-15421	62	13	and	and	CCONJ
geoplanning-15421	62	14	land	land	NOUN
geoplanning-15421	62	15	use	use	NOUN
geoplanning-15421	62	16	change	change	NOUN
geoplanning-15421	62	17	from	from	ADP
geoplanning-15421	62	18	2004	2004	NUM
geoplanning-15421	62	19	to	to	ADP
geoplanning-15421	62	20	2011	2011	NUM
geoplanning-15421	62	21	.	.	PUNCT
geoplanning-15421	63	1	the	the	DET
geoplanning-15421	63	2	study	study	NOUN
geoplanning-15421	63	3	area	area	NOUN
geoplanning-15421	63	4	was	be	AUX
geoplanning-15421	63	5	limited	limit	VERB
geoplanning-15421	63	6	to	to	ADP
geoplanning-15421	63	7	the	the	DET
geoplanning-15421	63	8	upper	upper	NOUN
geoplanning-15421	63	9	of	of	ADP
geoplanning-15421	63	10	ujung	ujung	PROPN
geoplanning-15421	63	11	-	-	PUNCT
geoplanning-15421	63	12	loe	loe	NOUN
geoplanning-15421	63	13	watersheds	watershed	NOUN
geoplanning-15421	63	14	.	.	PUNCT
geoplanning-15421	64	1	a	a	DET
geoplanning-15421	64	2	total	total	NOUN
geoplanning-15421	64	3	of	of	ADP
geoplanning-15421	64	4	188	188	NUM
geoplanning-15421	64	5	landslides	landslide	NOUN
geoplanning-15421	64	6	were	be	AUX
geoplanning-15421	64	7	identified	identify	VERB
geoplanning-15421	64	8	covering	cover	VERB
geoplanning-15421	64	9	an	an	DET
geoplanning-15421	64	10	area	area	NOUN
geoplanning-15421	64	11	of	of	ADP
geoplanning-15421	64	12	43.65	43.65	NUM
geoplanning-15421	64	13	hectares	hectare	NOUN
geoplanning-15421	64	14	(	(	PUNCT
geoplanning-15421	64	15	0.44	0.44	NUM
geoplanning-15421	64	16	km2	km2	NOUN
geoplanning-15421	64	17	)	)	PUNCT
geoplanning-15421	64	18	.	.	PUNCT
geoplanning-15421	65	1	most	most	ADJ
geoplanning-15421	65	2	of	of	ADP
geoplanning-15421	65	3	the	the	DET
geoplanning-15421	65	4	landslides	landslide	NOUN
geoplanning-15421	65	5	are	be	AUX
geoplanning-15421	65	6	of	of	ADP
geoplanning-15421	65	7	the	the	DET
geoplanning-15421	65	8	shallow	shallow	ADJ
geoplanning-15421	65	9	type	type	NOUN
geoplanning-15421	65	10	with	with	ADP
geoplanning-15421	65	11	minimum	minimum	ADJ
geoplanning-15421	65	12	and	and	CCONJ
geoplanning-15421	65	13	maximum	maximum	ADJ
geoplanning-15421	65	14	landslide	landslide	NOUN
geoplanning-15421	65	15	area	area	NOUN
geoplanning-15421	65	16	of	of	ADP
geoplanning-15421	65	17	137	137	NUM
geoplanning-15421	65	18	m2	m2	PROPN
geoplanning-15421	65	19	and	and	CCONJ
geoplanning-15421	65	20	15,600	15,600	NUM
geoplanning-15421	65	21	m2	m2	NOUN
geoplanning-15421	65	22	,	,	PUNCT
geoplanning-15421	65	23	respectively	respectively	ADV
geoplanning-15421	65	24	.	.	PUNCT
geoplanning-15421	66	1	using	use	VERB
geoplanning-15421	66	2	the	the	DET
geoplanning-15421	66	3	landslide	landslide	NOUN
geoplanning-15421	66	4	data	datum	NOUN
geoplanning-15421	66	5	from	from	ADP
geoplanning-15421	66	6	the	the	DET
geoplanning-15421	66	7	survey	survey	NOUN
geoplanning-15421	66	8	and	and	CCONJ
geoplanning-15421	66	9	digitizing	digitize	VERB
geoplanning-15421	66	10	high	high	ADJ
geoplanning-15421	66	11	-	-	PUNCT
geoplanning-15421	66	12	resolution	resolution	NOUN
geoplanning-15421	66	13	from	from	ADP
geoplanning-15421	66	14	google	google	PROPN
geoplanning-15421	66	15	earth	earth	NOUN
geoplanning-15421	66	16	pro	pro	ADJ
geoplanning-15421	66	17	to	to	PART
geoplanning-15421	66	18	arc	arc	VERB
geoplanning-15421	66	19	gis	gis	PROPN
geoplanning-15421	66	20	10.3	10.3	NUM
geoplanning-15421	66	21	,	,	PUNCT
geoplanning-15421	66	22	it	it	PRON
geoplanning-15421	66	23	digitized	digitize	VERB
geoplanning-15421	66	24	the	the	DET
geoplanning-15421	66	25	time	time	NOUN
geoplanning-15421	66	26	series	series	PROPN
geoplanning-15421	66	27	imaging	imaging	NOUN
geoplanning-15421	66	28	data	datum	NOUN
geoplanning-15421	66	29	by	by	ADP
geoplanning-15421	66	30	image	image	NOUN
geoplanning-15421	66	31	interpretation	interpretation	NOUN
geoplanning-15421	66	32	landslide	landslide	NOUN
geoplanning-15421	66	33	,	,	PUNCT
geoplanning-15421	66	34	and	and	CCONJ
geoplanning-15421	66	35	these	these	DET
geoplanning-15421	66	36	files	file	NOUN
geoplanning-15421	66	37	were	be	AUX
geoplanning-15421	66	38	saved	save	VERB
geoplanning-15421	66	39	as	as	ADP
geoplanning-15421	66	40	gis	gis	PROPN
geoplanning-15421	66	41	compatible	compatible	ADJ
geoplanning-15421	66	42	format	format	NOUN
geoplanning-15421	66	43	as	as	ADP
geoplanning-15421	66	44	.kml	.kml	NOUN
geoplanning-15421	66	45	(	(	PUNCT
geoplanning-15421	66	46	extension	extension	NOUN
geoplanning-15421	66	47	)	)	PUNCT
geoplanning-15421	66	48	.	.	PUNCT
geoplanning-15421	67	1	then	then	ADV
geoplanning-15421	67	2	,	,	PUNCT
geoplanning-15421	67	3	the	the	DET
geoplanning-15421	67	4	data	datum	NOUN
geoplanning-15421	67	5	was	be	AUX
geoplanning-15421	67	6	again	again	ADV
geoplanning-15421	67	7	subsequently	subsequently	ADV
geoplanning-15421	67	8	changed	change	VERB
geoplanning-15421	67	9	into	into	ADP
geoplanning-15421	67	10	shape	shape	NOUN
geoplanning-15421	67	11	file	file	NOUN
geoplanning-15421	67	12	and	and	CCONJ
geoplanning-15421	67	13	into	into	ADP
geoplanning-15421	67	14	raster	raster	NOUN
geoplanning-15421	67	15	format	format	NOUN
geoplanning-15421	67	16	10	10	NUM
geoplanning-15421	67	17	x	x	SYM
geoplanning-15421	67	18	10	10	NUM
geoplanning-15421	67	19	meter	meter	NOUN
geoplanning-15421	67	20	.	.	PUNCT
geoplanning-15421	68	1	figure	figure	NOUN
geoplanning-15421	68	2	2	2	NUM
geoplanning-15421	68	3	shows	show	VERB
geoplanning-15421	68	4	the	the	DET
geoplanning-15421	68	5	location	location	NOUN
geoplanning-15421	68	6	of	of	ADP
geoplanning-15421	68	7	all	all	DET
geoplanning-15421	68	8	landslide	landslide	NOUN
geoplanning-15421	68	9	data	datum	NOUN
geoplanning-15421	68	10	divided	divide	VERB
geoplanning-15421	68	11	into	into	ADP
geoplanning-15421	68	12	two	two	NUM
geoplanning-15421	68	13	group	group	NOUN
geoplanning-15421	68	14	i.e.	i.e.	X
geoplanning-15421	68	15	landslide	landslide	NOUN
geoplanning-15421	68	16	for	for	ADP
geoplanning-15421	68	17	training	training	NOUN
geoplanning-15421	68	18	at	at	ADP
geoplanning-15421	68	19	2,873	2,873	NUM
geoplanning-15421	68	20	pixels	pixel	NOUN
geoplanning-15421	68	21	(	(	PUNCT
geoplanning-15421	68	22	70	70	NUM
geoplanning-15421	68	23	%	%	NOUN
geoplanning-15421	68	24	)	)	PUNCT
geoplanning-15421	68	25	and	and	CCONJ
geoplanning-15421	68	26	a	a	DET
geoplanning-15421	68	27	landslide	landslide	NOUN
geoplanning-15421	68	28	for	for	ADP
geoplanning-15421	68	29	validation	validation	NOUN
geoplanning-15421	68	30	at	at	ADP
geoplanning-15421	68	31	1,230	1,230	NUM
geoplanning-15421	68	32	pixels	pixel	NOUN
geoplanning-15421	68	33	(	(	PUNCT
geoplanning-15421	68	34	30	30	NUM
geoplanning-15421	68	35	%	%	NOUN
geoplanning-15421	68	36	)	)	PUNCT
geoplanning-15421	68	37	.	.	PUNCT
geoplanning-15421	69	1	figure	figure	NOUN
geoplanning-15421	69	2	2	2	NUM
geoplanning-15421	69	3	.	.	NOUN
geoplanning-15421	69	4	landslide	landslide	NOUN
geoplanning-15421	69	5	inventory	inventory	NOUN
geoplanning-15421	69	6	a	a	PRON
geoplanning-15421	69	7	)	)	PUNCT
geoplanning-15421	69	8	old	old	ADJ
geoplanning-15421	69	9	landslide	landslide	NOUN
geoplanning-15421	69	10	,	,	PUNCT
geoplanning-15421	69	11	b	b	NOUN
geoplanning-15421	69	12	)	)	PUNCT
geoplanning-15421	69	13	new	new	ADJ
geoplanning-15421	69	14	landslide	landslide	NOUN
geoplanning-15421	69	15	2.2.2	2.2.2	NUM
geoplanning-15421	69	16	.	.	PUNCT
geoplanning-15421	69	17	landslide	landslide	NOUN
geoplanning-15421	69	18	causative	causative	ADJ
geoplanning-15421	69	19	factors	factor	NOUN
geoplanning-15421	69	20	in	in	ADP
geoplanning-15421	69	21	susceptibility	susceptibility	NOUN
geoplanning-15421	69	22	map	map	NOUN
geoplanning-15421	69	23	,	,	PUNCT
geoplanning-15421	69	24	the	the	DET
geoplanning-15421	69	25	most	most	ADV
geoplanning-15421	69	26	important	important	ADJ
geoplanning-15421	69	27	assumption	assumption	NOUN
geoplanning-15421	69	28	that	that	SCONJ
geoplanning-15421	69	29	the	the	DET
geoplanning-15421	69	30	incidence	incidence	NOUN
geoplanning-15421	69	31	of	of	ADP
geoplanning-15421	69	32	landslides	landslide	NOUN
geoplanning-15421	69	33	will	will	AUX
geoplanning-15421	69	34	occur	occur	VERB
geoplanning-15421	69	35	in	in	ADP
geoplanning-15421	69	36	the	the	DET
geoplanning-15421	69	37	same	same	ADJ
geoplanning-15421	69	38	condition	condition	NOUN
geoplanning-15421	69	39	is	be	AUX
geoplanning-15421	69	40	affected	affect	VERB
geoplanning-15421	69	41	by	by	ADP
geoplanning-15421	69	42	the	the	DET
geoplanning-15421	69	43	cause	cause	NOUN
geoplanning-15421	69	44	of	of	ADP
geoplanning-15421	69	45	the	the	DET
geoplanning-15421	69	46	landslides	landslide	NOUN
geoplanning-15421	69	47	that	that	PRON
geoplanning-15421	69	48	have	have	AUX
geoplanning-15421	69	49	been	be	AUX
geoplanning-15421	69	50	occurred	occur	VERB
geoplanning-15421	69	51	.	.	PUNCT
geoplanning-15421	70	1	there	there	PRON
geoplanning-15421	70	2	are	be	VERB
geoplanning-15421	70	3	no	no	DET
geoplanning-15421	70	4	strict	strict	ADJ
geoplanning-15421	70	5	guidelines	guideline	NOUN
geoplanning-15421	70	6	for	for	ADP
geoplanning-15421	70	7	the	the	DET
geoplanning-15421	70	8	selection	selection	NOUN
geoplanning-15421	70	9	of	of	ADP
geoplanning-15421	70	10	causative	causative	ADJ
geoplanning-15421	70	11	factors	factor	NOUN
geoplanning-15421	70	12	to	to	PART
geoplanning-15421	70	13	be	be	AUX
geoplanning-15421	70	14	used	use	VERB
geoplanning-15421	70	15	in	in	ADP
geoplanning-15421	70	16	logistic	logistic	ADJ
geoplanning-15421	70	17	regression	regression	NOUN
geoplanning-15421	70	18	analysis	analysis	NOUN
geoplanning-15421	70	19	and	and	CCONJ
geoplanning-15421	70	20	certainty	certainty	NOUN
geoplanning-15421	70	21	factor	factor	NOUN
geoplanning-15421	70	22	,	,	PUNCT
geoplanning-15421	70	23	and	and	CCONJ
geoplanning-15421	70	24	as	as	ADP
geoplanning-15421	70	25	such	such	ADJ
geoplanning-15421	70	26	,	,	PUNCT
geoplanning-15421	70	27	the	the	DET
geoplanning-15421	70	28	selected	select	VERB
geoplanning-15421	70	29	covariates	covariate	NOUN
geoplanning-15421	70	30	vary	vary	VERB
geoplanning-15421	70	31	widely	widely	ADV
geoplanning-15421	70	32	between	between	ADP
geoplanning-15421	70	33	studies	study	NOUN
geoplanning-15421	70	34	(	(	PUNCT
geoplanning-15421	70	35	ayalew	ayalew	NOUN
geoplanning-15421	70	36	&	&	CCONJ
geoplanning-15421	70	37	yamagishi	yamagishi	PROPN
geoplanning-15421	70	38	,	,	PUNCT
geoplanning-15421	70	39	2005	2005	NUM
geoplanning-15421	70	40	;	;	PUNCT
geoplanning-15421	70	41	dou	dou	X
geoplanning-15421	70	42	et	et	PROPN
geoplanning-15421	70	43	al	al	PROPN
geoplanning-15421	70	44	.	.	PROPN
geoplanning-15421	70	45	,	,	PUNCT
geoplanning-15421	70	46	2015	2015	NUM
geoplanning-15421	70	47	)	)	PUNCT
geoplanning-15421	70	48	.	.	PUNCT
geoplanning-15421	71	1	correspondingly	correspondingly	ADV
geoplanning-15421	71	2	,	,	PUNCT
geoplanning-15421	71	3	the	the	DET
geoplanning-15421	71	4	determination	determination	NOUN
geoplanning-15421	71	5	of	of	ADP
geoplanning-15421	71	6	landslide	landslide	NOUN
geoplanning-15421	71	7	causative	causative	ADJ
geoplanning-15421	71	8	factors	factor	NOUN
geoplanning-15421	71	9	was	be	AUX
geoplanning-15421	71	10	associated	associate	VERB
geoplanning-15421	71	11	with	with	ADP
geoplanning-15421	71	12	the	the	DET
geoplanning-15421	71	13	availability	availability	NOUN
geoplanning-15421	71	14	of	of	ADP
geoplanning-15421	71	15	data	datum	NOUN
geoplanning-15421	71	16	.	.	PUNCT
geoplanning-15421	72	1	therefore	therefore	ADV
geoplanning-15421	72	2	,	,	PUNCT
geoplanning-15421	72	3	we	we	PRON
geoplanning-15421	72	4	selected	select	VERB
geoplanning-15421	72	5	causative	causative	ADJ
geoplanning-15421	72	6	factors	factor	NOUN
geoplanning-15421	72	7	based	base	VERB
geoplanning-15421	72	8	on	on	ADP
geoplanning-15421	72	9	the	the	DET
geoplanning-15421	72	10	general	general	ADJ
geoplanning-15421	72	11	knowledge	knowledge	NOUN
geoplanning-15421	72	12	found	find	VERB
geoplanning-15421	72	13	in	in	ADP
geoplanning-15421	72	14	a	a	DET
geoplanning-15421	72	15	)	)	PUNCT
geoplanning-15421	72	16	b	b	NOUN
geoplanning-15421	72	17	)	)	PUNCT
geoplanning-15421	72	18	house	house	PROPN
geoplanning-15421	72	19	farming	farming	PROPN
geoplanning-15421	72	20	area	area	PROPN
geoplanning-15421	72	21	house	house	PROPN
geoplanning-15421	72	22	farming	farming	NOUN
geoplanning-15421	72	23	area	area	NOUN
geoplanning-15421	73	1	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	73	2	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	VERB
geoplanning-15421	73	3	soma	soma	NOUN
geoplanning-15421	73	4	and	and	CCONJ
geoplanning-15421	73	5	kubota	kubota	NOUN
geoplanning-15421	73	6	/	/	PUNCT
geoplanning-15421	73	7	geoplanning	geoplanning	NOUN
geoplanning-15421	73	8	:	:	PUNCT
geoplanning-15421	73	9	journal	journal	NOUN
geoplanning-15421	73	10	of	of	ADP
geoplanning-15421	73	11	geomatics	geomatics	PROPN
geoplanning-15421	73	12	and	and	CCONJ
geoplanning-15421	73	13	planning	planning	NOUN
geoplanning-15421	73	14	,	,	PUNCT
geoplanning-15421	73	15	vol	vol	NOUN
geoplanning-15421	73	16	4	4	NUM
geoplanning-15421	73	17	,	,	PUNCT
geoplanning-15421	73	18	no	no	INTJ
geoplanning-15421	73	19	.	.	NOUN
geoplanning-15421	73	20	2	2	NUM
geoplanning-15421	73	21	,	,	PUNCT
geoplanning-15421	73	22	2017	2017	NUM
geoplanning-15421	73	23	,	,	PUNCT
geoplanning-15421	73	24	157	157	NUM
geoplanning-15421	73	25	-	-	SYM
geoplanning-15421	73	26	170	170	NUM
geoplanning-15421	73	27	doi	doi	NOUN
geoplanning-15421	73	28	:	:	PUNCT
geoplanning-15421	73	29	10.14710	10.14710	NUM
geoplanning-15421	73	30	/	/	SYM
geoplanning-15421	73	31	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	73	32	-	-	SYM
geoplanning-15421	73	33	170	170	NUM
geoplanning-15421	73	34	160	160	NUM
geoplanning-15421	73	35	|	|	ADV
geoplanning-15421	73	36	previous	previous	ADJ
geoplanning-15421	73	37	studies	study	NOUN
geoplanning-15421	73	38	and	and	CCONJ
geoplanning-15421	73	39	its	its	PRON
geoplanning-15421	73	40	availability	availability	NOUN
geoplanning-15421	73	41	in	in	ADP
geoplanning-15421	73	42	the	the	DET
geoplanning-15421	73	43	target	target	NOUN
geoplanning-15421	73	44	location	location	NOUN
geoplanning-15421	73	45	.	.	PUNCT
geoplanning-15421	74	1	the	the	DET
geoplanning-15421	74	2	entire	entire	ADJ
geoplanning-15421	74	3	landslide	landslide	NOUN
geoplanning-15421	74	4	causative	causative	ADJ
geoplanning-15421	74	5	factors	factor	NOUN
geoplanning-15421	74	6	that	that	PRON
geoplanning-15421	74	7	have	have	AUX
geoplanning-15421	74	8	been	be	AUX
geoplanning-15421	74	9	used	use	VERB
geoplanning-15421	74	10	for	for	ADP
geoplanning-15421	74	11	the	the	DET
geoplanning-15421	74	12	independent	independent	ADJ
geoplanning-15421	74	13	variable	variable	NOUN
geoplanning-15421	74	14	in	in	ADP
geoplanning-15421	74	15	the	the	DET
geoplanning-15421	74	16	landslide	landslide	NOUN
geoplanning-15421	74	17	susceptibility	susceptibility	NOUN
geoplanning-15421	74	18	mapping	mapping	NOUN
geoplanning-15421	74	19	(	(	PUNCT
geoplanning-15421	74	20	figure	figure	NOUN
geoplanning-15421	74	21	4	4	NUM
geoplanning-15421	74	22	)	)	PUNCT
geoplanning-15421	74	23	.	.	PUNCT
geoplanning-15421	75	1	the	the	DET
geoplanning-15421	75	2	independent	independent	ADJ
geoplanning-15421	75	3	variable	variable	NOUN
geoplanning-15421	75	4	was	be	AUX
geoplanning-15421	75	5	nine	nine	NUM
geoplanning-15421	75	6	(	(	PUNCT
geoplanning-15421	75	7	9	9	NUM
geoplanning-15421	75	8	)	)	PUNCT
geoplanning-15421	75	9	causative	causative	ADJ
geoplanning-15421	75	10	factors	factor	NOUN
geoplanning-15421	75	11	including	include	VERB
geoplanning-15421	75	12	elevation	elevation	NOUN
geoplanning-15421	75	13	,	,	PUNCT
geoplanning-15421	75	14	slope	slope	NOUN
geoplanning-15421	75	15	,	,	PUNCT
geoplanning-15421	75	16	aspect	aspect	NOUN
geoplanning-15421	75	17	,	,	PUNCT
geoplanning-15421	75	18	curvature	curvature	NOUN
geoplanning-15421	75	19	,	,	PUNCT
geoplanning-15421	75	20	lithology	lithology	NOUN
geoplanning-15421	75	21	,	,	PUNCT
geoplanning-15421	75	22	and	and	CCONJ
geoplanning-15421	75	23	distance	distance	NOUN
geoplanning-15421	75	24	from	from	ADP
geoplanning-15421	75	25	fault	fault	NOUN
geoplanning-15421	75	26	,	,	PUNCT
geoplanning-15421	75	27	distance	distance	NOUN
geoplanning-15421	75	28	to	to	ADP
geoplanning-15421	75	29	river	river	NOUN
geoplanning-15421	75	30	,	,	PUNCT
geoplanning-15421	75	31	drainage	drainage	NOUN
geoplanning-15421	75	32	density	density	NOUN
geoplanning-15421	75	33	,	,	PUNCT
geoplanning-15421	75	34	and	and	CCONJ
geoplanning-15421	75	35	land	land	NOUN
geoplanning-15421	75	36	use	use	NOUN
geoplanning-15421	75	37	change	change	NOUN
geoplanning-15421	75	38	(	(	PUNCT
geoplanning-15421	75	39	luc	luc	PROPN
geoplanning-15421	75	40	)	)	PUNCT
geoplanning-15421	75	41	.	.	PUNCT
geoplanning-15421	76	1	elevation	elevation	NOUN
geoplanning-15421	76	2	,	,	PUNCT
geoplanning-15421	76	3	slope	slope	NOUN
geoplanning-15421	76	4	,	,	PUNCT
geoplanning-15421	76	5	aspect	aspect	NOUN
geoplanning-15421	76	6	,	,	PUNCT
geoplanning-15421	76	7	and	and	CCONJ
geoplanning-15421	76	8	curvature	curvature	NOUN
geoplanning-15421	76	9	were	be	AUX
geoplanning-15421	76	10	extracted	extract	VERB
geoplanning-15421	76	11	from	from	ADP
geoplanning-15421	76	12	contour	contour	NOUN
geoplanning-15421	76	13	data	datum	NOUN
geoplanning-15421	76	14	digital	digital	ADJ
geoplanning-15421	76	15	interval	interval	NOUN
geoplanning-15421	76	16	12.5	12.5	NUM
geoplanning-15421	76	17	meters	meter	NOUN
geoplanning-15421	76	18	.	.	PUNCT
geoplanning-15421	77	1	contour	contour	NOUN
geoplanning-15421	77	2	data	datum	NOUN
geoplanning-15421	77	3	of	of	ADP
geoplanning-15421	77	4	rupa	rupa	PROPN
geoplanning-15421	77	5	bumi	bumi	PROPN
geoplanning-15421	77	6	indonesia	indonesia	PROPN
geoplanning-15421	77	7	(	(	PUNCT
geoplanning-15421	77	8	rbi	rbi	PROPN
geoplanning-15421	77	9	)	)	PUNCT
geoplanning-15421	77	10	on	on	ADP
geoplanning-15421	77	11	map	map	NOUN
geoplanning-15421	77	12	scale	scale	NOUN
geoplanning-15421	77	13	1	1	NUM
geoplanning-15421	77	14	:	:	SYM
geoplanning-15421	77	15	25,000	25,000	NUM
geoplanning-15421	77	16	from	from	ADP
geoplanning-15421	77	17	geospatial	geospatial	ADJ
geoplanning-15421	77	18	information	information	NOUN
geoplanning-15421	77	19	agency	agency	PROPN
geoplanning-15421	77	20	of	of	ADP
geoplanning-15421	77	21	indonesia	indonesia	PROPN
geoplanning-15421	77	22	(	(	PUNCT
geoplanning-15421	77	23	big	big	ADJ
geoplanning-15421	77	24	)	)	PUNCT
geoplanning-15421	77	25	was	be	AUX
geoplanning-15421	77	26	obtained	obtain	VERB
geoplanning-15421	77	27	using	use	VERB
geoplanning-15421	77	28	arc	arc	NOUN
geoplanning-15421	77	29	toolbox	toolbox	NOUN
geoplanning-15421	77	30	raster	raster	PROPN
geoplanning-15421	77	31	surface	surface	PROPN
geoplanning-15421	77	32	in	in	ADP
geoplanning-15421	77	33	arcgis	arcgis	PROPN
geoplanning-15421	77	34	10.3	10.3	NUM
geoplanning-15421	77	35	,	,	PUNCT
geoplanning-15421	77	36	elevation	elevation	NOUN
geoplanning-15421	77	37	,	,	PUNCT
geoplanning-15421	77	38	slope	slope	NOUN
geoplanning-15421	77	39	,	,	PUNCT
geoplanning-15421	77	40	aspect	aspect	NOUN
geoplanning-15421	77	41	,	,	PUNCT
geoplanning-15421	77	42	and	and	CCONJ
geoplanning-15421	77	43	curvature	curvature	NOUN
geoplanning-15421	77	44	were	be	AUX
geoplanning-15421	77	45	extracted	extract	VERB
geoplanning-15421	77	46	.	.	PUNCT
geoplanning-15421	78	1	using	use	VERB
geoplanning-15421	78	2	the	the	DET
geoplanning-15421	78	3	uniform	uniform	ADJ
geoplanning-15421	78	4	isotropic	isotropic	NOUN
geoplanning-15421	78	5	material	material	NOUN
geoplanning-15421	78	6	,	,	PUNCT
geoplanning-15421	78	7	increased	increase	VERB
geoplanning-15421	78	8	slope	slope	NOUN
geoplanning-15421	78	9	correlates	correlate	VERB
geoplanning-15421	78	10	with	with	ADP
geoplanning-15421	78	11	increased	increase	VERB
geoplanning-15421	78	12	likelihood	likelihood	NOUN
geoplanning-15421	78	13	of	of	ADP
geoplanning-15421	78	14	failure	failure	NOUN
geoplanning-15421	78	15	.	.	PUNCT
geoplanning-15421	79	1	in	in	ADP
geoplanning-15421	79	2	this	this	DET
geoplanning-15421	79	3	study	study	NOUN
geoplanning-15421	79	4	,	,	PUNCT
geoplanning-15421	79	5	we	we	PRON
geoplanning-15421	79	6	have	have	AUX
geoplanning-15421	79	7	used	use	VERB
geoplanning-15421	79	8	six	six	NUM
geoplanning-15421	79	9	(	(	PUNCT
geoplanning-15421	79	10	6	6	NUM
geoplanning-15421	79	11	)	)	PUNCT
geoplanning-15421	79	12	slope	slope	NOUN
geoplanning-15421	79	13	categories	category	NOUN
geoplanning-15421	79	14	(	(	PUNCT
geoplanning-15421	79	15	0–10	0–10	NOUN
geoplanning-15421	79	16	°	°	PROPN
geoplanning-15421	79	17	,	,	PUNCT
geoplanning-15421	79	18	10–20	10–20	NUM
geoplanning-15421	79	19	°	°	NOUN
geoplanning-15421	79	20	,	,	PUNCT
geoplanning-15421	79	21	20–30	20–30	PROPN
geoplanning-15421	79	22	°	°	PROPN
geoplanning-15421	79	23	,	,	PUNCT
geoplanning-15421	79	24	30–40	30–40	NUM
geoplanning-15421	79	25	°	°	NUM
geoplanning-15421	79	26	,	,	PUNCT
geoplanning-15421	79	27	40	40	NUM
geoplanning-15421	79	28	–	–	SYM
geoplanning-15421	79	29	50	50	NUM
geoplanning-15421	79	30	°	°	NOUN
geoplanning-15421	79	31	,	,	PUNCT
geoplanning-15421	79	32	and	and	CCONJ
geoplanning-15421	79	33	above	above	ADP
geoplanning-15421	79	34	50	50	NUM
geoplanning-15421	79	35	°	°	NOUN
geoplanning-15421	79	36	)	)	PUNCT
geoplanning-15421	79	37	which	which	PRON
geoplanning-15421	79	38	were	be	AUX
geoplanning-15421	79	39	considered	consider	VERB
geoplanning-15421	79	40	and	and	CCONJ
geoplanning-15421	79	41	represented	represent	VERB
geoplanning-15421	79	42	in	in	ADP
geoplanning-15421	79	43	the	the	DET
geoplanning-15421	79	44	form	form	NOUN
geoplanning-15421	79	45	of	of	ADP
geoplanning-15421	79	46	slope	slope	NOUN
geoplanning-15421	79	47	thematic	thematic	ADJ
geoplanning-15421	79	48	data	datum	NOUN
geoplanning-15421	79	49	layer	layer	NOUN
geoplanning-15421	79	50	.	.	PUNCT
geoplanning-15421	80	1	likewise	likewise	ADV
geoplanning-15421	80	2	,	,	PUNCT
geoplanning-15421	80	3	the	the	DET
geoplanning-15421	80	4	aspect	aspect	NOUN
geoplanning-15421	80	5	map	map	NOUN
geoplanning-15421	80	6	plays	play	VERB
geoplanning-15421	80	7	a	a	DET
geoplanning-15421	80	8	significant	significant	ADJ
geoplanning-15421	80	9	role	role	NOUN
geoplanning-15421	80	10	in	in	ADP
geoplanning-15421	80	11	slope	slope	NOUN
geoplanning-15421	80	12	stability	stability	NOUN
geoplanning-15421	80	13	assessment	assessment	NOUN
geoplanning-15421	80	14	(	(	PUNCT
geoplanning-15421	80	15	chauhan	chauhan	PROPN
geoplanning-15421	80	16	et	et	PROPN
geoplanning-15421	80	17	al	al	PROPN
geoplanning-15421	80	18	.	.	PROPN
geoplanning-15421	80	19	,	,	PUNCT
geoplanning-15421	80	20	2010	2010	NUM
geoplanning-15421	80	21	)	)	PUNCT
geoplanning-15421	80	22	.	.	PUNCT
geoplanning-15421	81	1	in	in	ADP
geoplanning-15421	81	2	this	this	DET
geoplanning-15421	81	3	study	study	NOUN
geoplanning-15421	81	4	,	,	PUNCT
geoplanning-15421	81	5	aspect	aspect	NOUN
geoplanning-15421	81	6	was	be	AUX
geoplanning-15421	81	7	divided	divide	VERB
geoplanning-15421	81	8	into	into	ADP
geoplanning-15421	81	9	nine	nine	NUM
geoplanning-15421	81	10	classes	class	NOUN
geoplanning-15421	81	11	namely	namely	ADV
geoplanning-15421	81	12	,	,	PUNCT
geoplanning-15421	81	13	flat	flat	ADJ
geoplanning-15421	81	14	,	,	PUNCT
geoplanning-15421	81	15	north	north	NOUN
geoplanning-15421	81	16	,	,	PUNCT
geoplanning-15421	81	17	northeast	northeast	ADJ
geoplanning-15421	81	18	,	,	PUNCT
geoplanning-15421	81	19	east	east	PROPN
geoplanning-15421	81	20	,	,	PUNCT
geoplanning-15421	81	21	southeast	southeast	ADJ
geoplanning-15421	81	22	,	,	PUNCT
geoplanning-15421	81	23	south	south	ADJ
geoplanning-15421	81	24	,	,	PUNCT
geoplanning-15421	81	25	southwest	southwest	NOUN
geoplanning-15421	81	26	,	,	PUNCT
geoplanning-15421	81	27	west	west	NOUN
geoplanning-15421	81	28	,	,	PUNCT
geoplanning-15421	81	29	and	and	CCONJ
geoplanning-15421	81	30	northwest	northwest	NOUN
geoplanning-15421	81	31	.	.	PUNCT
geoplanning-15421	82	1	curvature	curvature	NOUN
geoplanning-15421	82	2	was	be	AUX
geoplanning-15421	82	3	classified	classify	VERB
geoplanning-15421	82	4	using	use	VERB
geoplanning-15421	82	5	the	the	DET
geoplanning-15421	82	6	curvature	curvature	NOUN
geoplanning-15421	82	7	of	of	ADP
geoplanning-15421	82	8	the	the	DET
geoplanning-15421	82	9	profiles	profile	NOUN
geoplanning-15421	82	10	into	into	ADP
geoplanning-15421	82	11	three	three	NUM
geoplanning-15421	82	12	categories	category	NOUN
geoplanning-15421	82	13	:	:	PUNCT
geoplanning-15421	82	14	concave	concave	PROPN
geoplanning-15421	82	15	,	,	PUNCT
geoplanning-15421	82	16	flat	flat	ADJ
geoplanning-15421	82	17	and	and	CCONJ
geoplanning-15421	82	18	convex	convex	NOUN
geoplanning-15421	82	19	.	.	PUNCT
geoplanning-15421	83	1	the	the	DET
geoplanning-15421	83	2	values	value	NOUN
geoplanning-15421	83	3	represented	represent	VERB
geoplanning-15421	83	4	the	the	DET
geoplanning-15421	83	5	morphology	morphology	NOUN
geoplanning-15421	83	6	topography	topography	NOUN
geoplanning-15421	83	7	curvature	curvature	NOUN
geoplanning-15421	83	8	.	.	PUNCT
geoplanning-15421	84	1	in	in	ADP
geoplanning-15421	84	2	the	the	DET
geoplanning-15421	84	3	case	case	NOUN
geoplanning-15421	84	4	of	of	ADP
geoplanning-15421	84	5	profile	profile	NOUN
geoplanning-15421	84	6	curvature	curvature	NOUN
geoplanning-15421	84	7	,	,	PUNCT
geoplanning-15421	84	8	it	it	PRON
geoplanning-15421	84	9	was	be	AUX
geoplanning-15421	84	10	related	relate	VERB
geoplanning-15421	84	11	to	to	ADP
geoplanning-15421	84	12	the	the	DET
geoplanning-15421	84	13	puddle	puddle	NOUN
geoplanning-15421	84	14	condition	condition	NOUN
geoplanning-15421	84	15	after	after	ADP
geoplanning-15421	84	16	heavy	heavy	ADJ
geoplanning-15421	84	17	rain	rain	NOUN
geoplanning-15421	84	18	.	.	PUNCT
geoplanning-15421	85	1	moreover	moreover	ADV
geoplanning-15421	85	2	,	,	PUNCT
geoplanning-15421	85	3	the	the	DET
geoplanning-15421	85	4	reason	reason	NOUN
geoplanning-15421	85	5	is	be	AUX
geoplanning-15421	85	6	that	that	SCONJ
geoplanning-15421	85	7	,	,	PUNCT
geoplanning-15421	85	8	following	follow	VERB
geoplanning-15421	85	9	heavy	heavy	ADJ
geoplanning-15421	85	10	rainfall	rainfall	NOUN
geoplanning-15421	85	11	,	,	PUNCT
geoplanning-15421	85	12	a	a	DET
geoplanning-15421	85	13	more	more	ADV
geoplanning-15421	85	14	upwardly	upwardly	NOUN
geoplanning-15421	85	15	concave	concave	VERB
geoplanning-15421	85	16	or	or	CCONJ
geoplanning-15421	85	17	convex	convex	NOUN
geoplanning-15421	85	18	slope	slope	NOUN
geoplanning-15421	85	19	has	have	VERB
geoplanning-15421	85	20	more	more	ADJ
geoplanning-15421	85	21	water	water	NOUN
geoplanning-15421	85	22	and	and	CCONJ
geoplanning-15421	85	23	retains	retain	VERB
geoplanning-15421	85	24	it	it	PRON
geoplanning-15421	85	25	longer	long	ADV
geoplanning-15421	85	26	(	(	PUNCT
geoplanning-15421	85	27	lee	lee	PROPN
geoplanning-15421	85	28	&	&	CCONJ
geoplanning-15421	85	29	lee	lee	PROPN
geoplanning-15421	85	30	,	,	PUNCT
geoplanning-15421	85	31	2006	2006	NUM
geoplanning-15421	85	32	)	)	PUNCT
geoplanning-15421	85	33	.	.	PUNCT
geoplanning-15421	86	1	figure	figure	VERB
geoplanning-15421	86	2	3	3	NUM
geoplanning-15421	86	3	.	.	PUNCT
geoplanning-15421	86	4	research	research	NOUN
geoplanning-15421	86	5	framework	framework	NOUN
geoplanning-15421	86	6	the	the	DET
geoplanning-15421	86	7	geology	geology	NOUN
geoplanning-15421	86	8	of	of	ADP
geoplanning-15421	86	9	the	the	DET
geoplanning-15421	86	10	area	area	NOUN
geoplanning-15421	86	11	was	be	AUX
geoplanning-15421	86	12	using	use	VERB
geoplanning-15421	86	13	digital	digital	ADJ
geoplanning-15421	86	14	data	datum	NOUN
geoplanning-15421	86	15	produced	produce	VERB
geoplanning-15421	86	16	by	by	ADP
geoplanning-15421	86	17	indonesia	indonesia	PROPN
geoplanning-15421	86	18	government	government	NOUN
geoplanning-15421	86	19	,	,	PUNCT
geoplanning-15421	86	20	namely	namely	ADV
geoplanning-15421	86	21	geology	geology	NOUN
geoplanning-15421	86	22	map	map	NOUN
geoplanning-15421	86	23	by	by	ADP
geoplanning-15421	86	24	geological	geological	ADJ
geoplanning-15421	86	25	research	research	NOUN
geoplanning-15421	86	26	institute	institute	PROPN
geoplanning-15421	86	27	,	,	PUNCT
geoplanning-15421	86	28	at	at	ADP
geoplanning-15421	86	29	a	a	DET
geoplanning-15421	86	30	scale	scale	NOUN
geoplanning-15421	86	31	of	of	ADP
geoplanning-15421	86	32	1:250,000	1:250,000	NUM
geoplanning-15421	86	33	.	.	PUNCT
geoplanning-15421	87	1	this	this	DET
geoplanning-15421	87	2	map	map	NOUN
geoplanning-15421	87	3	includes	include	VERB
geoplanning-15421	87	4	the	the	DET
geoplanning-15421	87	5	current	current	ADJ
geoplanning-15421	87	6	study	study	NOUN
geoplanning-15421	87	7	area	area	NOUN
geoplanning-15421	87	8	.	.	PUNCT
geoplanning-15421	88	1	the	the	DET
geoplanning-15421	88	2	geology	geology	NOUN
geoplanning-15421	88	3	data	datum	NOUN
geoplanning-15421	88	4	consist	consist	VERB
geoplanning-15421	88	5	of	of	ADP
geoplanning-15421	88	6	lithology	lithology	NOUN
geoplanning-15421	88	7	,	,	PUNCT
geoplanning-15421	88	8	structure	structure	NOUN
geoplanning-15421	88	9	(	(	PUNCT
geoplanning-15421	88	10	fault	fault	NOUN
geoplanning-15421	88	11	or	or	CCONJ
geoplanning-15421	88	12	lineament	lineament	NOUN
geoplanning-15421	88	13	)	)	PUNCT
geoplanning-15421	88	14	,	,	PUNCT
geoplanning-15421	88	15	and	and	CCONJ
geoplanning-15421	88	16	rock	rock	NOUN
geoplanning-15421	88	17	type	type	NOUN
geoplanning-15421	88	18	.	.	PUNCT
geoplanning-15421	89	1	lithology	lithology	NOUN
geoplanning-15421	89	2	is	be	AUX
geoplanning-15421	89	3	the	the	DET
geoplanning-15421	89	4	primary	primary	ADJ
geoplanning-15421	89	5	data	datum	NOUN
geoplanning-15421	89	6	or	or	CCONJ
geoplanning-15421	89	7	parameters	parameter	NOUN
geoplanning-15421	89	8	for	for	ADP
geoplanning-15421	89	9	analysis	analysis	NOUN
geoplanning-15421	89	10	of	of	ADP
geoplanning-15421	89	11	the	the	DET
geoplanning-15421	89	12	landslide	landslide	NOUN
geoplanning-15421	89	13	map	map	NOUN
geoplanning-15421	89	14	.	.	PUNCT
geoplanning-15421	90	1	lithology	lithology	NOUN
geoplanning-15421	90	2	is	be	AUX
geoplanning-15421	90	3	a	a	DET
geoplanning-15421	90	4	standard	standard	ADJ
geoplanning-15421	90	5	variable	variable	NOUN
geoplanning-15421	90	6	that	that	PRON
geoplanning-15421	90	7	controls	control	VERB
geoplanning-15421	90	8	the	the	DET
geoplanning-15421	90	9	landslide	landslide	NOUN
geoplanning-15421	90	10	danger	danger	NOUN
geoplanning-15421	90	11	.	.	PUNCT
geoplanning-15421	91	1	it	it	PRON
geoplanning-15421	91	2	related	relate	VERB
geoplanning-15421	91	3	to	to	ADP
geoplanning-15421	91	4	the	the	DET
geoplanning-15421	91	5	strength	strength	NOUN
geoplanning-15421	91	6	of	of	ADP
geoplanning-15421	91	7	the	the	DET
geoplanning-15421	91	8	material	material	NOUN
geoplanning-15421	91	9	,	,	PUNCT
geoplanning-15421	91	10	because	because	SCONJ
geoplanning-15421	91	11	lithological	lithological	ADJ
geoplanning-15421	91	12	composition	composition	NOUN
geoplanning-15421	91	13	and	and	CCONJ
geoplanning-15421	91	14	structure	structure	NOUN
geoplanning-15421	91	15	vary	vary	VERB
geoplanning-15421	91	16	for	for	ADP
geoplanning-15421	91	17	different	different	ADJ
geoplanning-15421	91	18	types	type	NOUN
geoplanning-15421	91	19	of	of	ADP
geoplanning-15421	91	20	rocks	rock	NOUN
geoplanning-15421	91	21	(	(	PUNCT
geoplanning-15421	91	22	kanungo	kanungo	PROPN
geoplanning-15421	91	23	et	et	PROPN
geoplanning-15421	91	24	al	al	PROPN
geoplanning-15421	91	25	.	.	PROPN
geoplanning-15421	91	26	,	,	PUNCT
geoplanning-15421	91	27	2006	2006	NUM
geoplanning-15421	91	28	)	)	PUNCT
geoplanning-15421	91	29	.	.	PUNCT
geoplanning-15421	92	1	in	in	ADP
geoplanning-15421	92	2	addition	addition	NOUN
geoplanning-15421	92	3	,	,	PUNCT
geoplanning-15421	92	4	resistance	resistance	NOUN
geoplanning-15421	92	5	to	to	ADP
geoplanning-15421	92	6	the	the	DET
geoplanning-15421	92	7	driving	drive	VERB
geoplanning-15421	92	8	force	force	NOUN
geoplanning-15421	92	9	depends	depend	VERB
geoplanning-15421	92	10	on	on	ADP
geoplanning-15421	92	11	the	the	DET
geoplanning-15421	92	12	strength	strength	NOUN
geoplanning-15421	92	13	of	of	ADP
geoplanning-15421	92	14	rocks	rock	NOUN
geoplanning-15421	92	15	and	and	CCONJ
geoplanning-15421	92	16	stones	stone	NOUN
geoplanning-15421	92	17	that	that	PRON
geoplanning-15421	92	18	will	will	AUX
geoplanning-15421	92	19	be	be	AUX
geoplanning-15421	92	20	more	more	ADV
geoplanning-15421	92	21	resistant	resistant	ADJ
geoplanning-15421	92	22	.	.	PUNCT
geoplanning-15421	93	1	faults	fault	NOUN
geoplanning-15421	93	2	are	be	AUX
geoplanning-15421	93	3	structural	structural	ADJ
geoplanning-15421	93	4	features	feature	NOUN
geoplanning-15421	93	5	,	,	PUNCT
geoplanning-15421	93	6	which	which	PRON
geoplanning-15421	93	7	describes	describe	VERB
geoplanning-15421	93	8	the	the	DET
geoplanning-15421	93	9	zones	zone	NOUN
geoplanning-15421	93	10	/	/	SYM
geoplanning-15421	93	11	areas	area	NOUN
geoplanning-15421	93	12	of	of	ADP
geoplanning-15421	93	13	weakness	weakness	NOUN
geoplanning-15421	93	14	,	,	PUNCT
geoplanning-15421	93	15	fractures	fracture	NOUN
geoplanning-15421	93	16	,	,	PUNCT
geoplanning-15421	93	17	and	and	CCONJ
geoplanning-15421	93	18	among	among	ADP
geoplanning-15421	93	19	lineament	lineament	NOUN
geoplanning-15421	93	20	going	go	VERB
geoplanning-15421	93	21	higher	high	ADJ
geoplanning-15421	93	22	susceptibility	susceptibility	NOUN
geoplanning-15421	93	23	to	to	ADP
geoplanning-15421	93	24	landslides	landslide	NOUN
geoplanning-15421	93	25	.	.	PUNCT
geoplanning-15421	94	1	it	it	PRON
geoplanning-15421	94	2	has	have	AUX
geoplanning-15421	94	3	been	be	AUX
geoplanning-15421	94	4	observed	observe	VERB
geoplanning-15421	94	5	that	that	SCONJ
geoplanning-15421	94	6	the	the	DET
geoplanning-15421	94	7	increased	increase	VERB
geoplanning-15421	94	8	probability	probability	NOUN
geoplanning-15421	94	9	of	of	ADP
geoplanning-15421	94	10	landslide	landslide	NOUN
geoplanning-15421	94	11	occurrence	occurrence	NOUN
geoplanning-15421	94	12	in	in	ADP
geoplanning-15421	94	13	a	a	DET
geoplanning-15421	94	14	location	location	NOUN
geoplanning-15421	94	15	close	close	ADV
geoplanning-15421	94	16	to	to	ADP
geoplanning-15421	94	17	faults	fault	NOUN
geoplanning-15421	94	18	not	not	PART
geoplanning-15421	94	19	only	only	ADV
geoplanning-15421	94	20	affect	affect	VERB
geoplanning-15421	94	21	the	the	DET
geoplanning-15421	94	22	surface	surface	NOUN
geoplanning-15421	94	23	structure	structure	NOUN
geoplanning-15421	94	24	of	of	ADP
geoplanning-15421	94	25	the	the	DET
geoplanning-15421	94	26	material	material	NOUN
geoplanning-15421	94	27	but	but	CCONJ
geoplanning-15421	94	28	equally	equally	ADV
geoplanning-15421	94	29	contributes	contribute	VERB
geoplanning-15421	94	30	to	to	ADP
geoplanning-15421	94	31	the	the	DET
geoplanning-15421	94	32	permeability	permeability	NOUN
geoplanning-15421	94	33	and	and	CCONJ
geoplanning-15421	94	34	cause	cause	VERB
geoplanning-15421	94	35	slope	slope	NOUN
geoplanning-15421	94	36	instability	instability	NOUN
geoplanning-15421	94	37	.	.	PUNCT
geoplanning-15421	95	1	for	for	ADP
geoplanning-15421	95	2	this	this	DET
geoplanning-15421	95	3	purpose	purpose	NOUN
geoplanning-15421	95	4	,	,	PUNCT
geoplanning-15421	95	5	the	the	DET
geoplanning-15421	95	6	distance	distance	NOUN
geoplanning-15421	95	7	from	from	ADP
geoplanning-15421	95	8	faults	fault	NOUN
geoplanning-15421	95	9	was	be	AUX
geoplanning-15421	95	10	used	use	VERB
geoplanning-15421	95	11	to	to	PART
geoplanning-15421	95	12	analyze	analyze	VERB
geoplanning-15421	95	13	the	the	DET
geoplanning-15421	95	14	incidence	incidence	NOUN
geoplanning-15421	95	15	of	of	ADP
geoplanning-15421	95	16	landslides	landslide	NOUN
geoplanning-15421	95	17	at	at	ADP
geoplanning-15421	95	18	a	a	DET
geoplanning-15421	95	19	distance	distance	NOUN
geoplanning-15421	95	20	of	of	ADP
geoplanning-15421	95	21	faults	fault	NOUN
geoplanning-15421	95	22	.	.	PUNCT
geoplanning-15421	96	1	the	the	DET
geoplanning-15421	96	2	proximity	proximity	NOUN
geoplanning-15421	96	3	of	of	ADP
geoplanning-15421	96	4	the	the	DET
geoplanning-15421	96	5	fault	fault	NOUN
geoplanning-15421	96	6	was	be	AUX
geoplanning-15421	96	7	obtained	obtain	VERB
geoplanning-15421	96	8	by	by	ADP
geoplanning-15421	96	9	buffering	buffer	VERB
geoplanning-15421	96	10	the	the	DET
geoplanning-15421	96	11	map	map	NOUN
geoplanning-15421	96	12	of	of	ADP
geoplanning-15421	96	13	faults	fault	NOUN
geoplanning-15421	96	14	(	(	PUNCT
geoplanning-15421	96	15	rasyid	rasyid	NOUN
geoplanning-15421	96	16	,	,	PUNCT
geoplanning-15421	96	17	bhandary	bhandary	NOUN
geoplanning-15421	96	18	,	,	PUNCT
geoplanning-15421	96	19	&	&	CCONJ
geoplanning-15421	96	20	yatabe	yatabe	PROPN
geoplanning-15421	96	21	,	,	PUNCT
geoplanning-15421	96	22	2016	2016	NUM
geoplanning-15421	96	23	)	)	PUNCT
geoplanning-15421	96	24	.	.	PUNCT
geoplanning-15421	97	1	both	both	DET
geoplanning-15421	97	2	drainage	drainage	VERB
geoplanning-15421	97	3	lines	line	NOUN
geoplanning-15421	97	4	and	and	CCONJ
geoplanning-15421	97	5	landslide	landslide	NOUN
geoplanning-15421	97	6	occurrence	occurrence	NOUN
geoplanning-15421	97	7	in	in	ADP
geoplanning-15421	97	8	the	the	DET
geoplanning-15421	97	9	hilly	hilly	ADJ
geoplanning-15421	97	10	area	area	NOUN
geoplanning-15421	97	11	had	have	VERB
geoplanning-15421	97	12	a	a	DET
geoplanning-15421	97	13	strong	strong	ADJ
geoplanning-15421	97	14	association	association	NOUN
geoplanning-15421	97	15	due	due	ADP
geoplanning-15421	97	16	to	to	ADP
geoplanning-15421	97	17	erosional	erosional	ADJ
geoplanning-15421	97	18	activity	activity	NOUN
geoplanning-15421	97	19	in	in	ADP
geoplanning-15421	97	20	this	this	DET
geoplanning-15421	97	21	location	location	NOUN
geoplanning-15421	97	22	.	.	PUNCT
geoplanning-15421	98	1	the	the	DET
geoplanning-15421	98	2	distance	distance	NOUN
geoplanning-15421	98	3	from	from	ADP
geoplanning-15421	98	4	the	the	DET
geoplanning-15421	98	5	river	river	NOUN
geoplanning-15421	98	6	has	have	AUX
geoplanning-15421	98	7	been	be	AUX
geoplanning-15421	98	8	calculated	calculate	VERB
geoplanning-15421	98	9	by	by	ADP
geoplanning-15421	98	10	buffering	buffer	VERB
geoplanning-15421	98	11	analysis	analysis	NOUN
geoplanning-15421	98	12	of	of	ADP
geoplanning-15421	98	13	stream	stream	NOUN
geoplanning-15421	99	1	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	99	2	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	VERB
geoplanning-15421	99	3	soma	soma	NOUN
geoplanning-15421	99	4	and	and	CCONJ
geoplanning-15421	99	5	kubota	kubota	NOUN
geoplanning-15421	99	6	/	/	PUNCT
geoplanning-15421	99	7	geoplanning	geoplanning	NOUN
geoplanning-15421	99	8	:	:	PUNCT
geoplanning-15421	99	9	journal	journal	NOUN
geoplanning-15421	99	10	of	of	ADP
geoplanning-15421	99	11	geomatics	geomatics	PROPN
geoplanning-15421	99	12	and	and	CCONJ
geoplanning-15421	99	13	planning	planning	NOUN
geoplanning-15421	99	14	,	,	PUNCT
geoplanning-15421	99	15	vol	vol	NOUN
geoplanning-15421	99	16	4	4	NUM
geoplanning-15421	99	17	,	,	PUNCT
geoplanning-15421	99	18	no	no	INTJ
geoplanning-15421	99	19	.	.	NOUN
geoplanning-15421	99	20	2	2	NUM
geoplanning-15421	99	21	,	,	PUNCT
geoplanning-15421	99	22	2017	2017	NUM
geoplanning-15421	99	23	,	,	PUNCT
geoplanning-15421	99	24	157	157	NUM
geoplanning-15421	99	25	-	-	SYM
geoplanning-15421	99	26	170	170	NUM
geoplanning-15421	99	27	doi	doi	NOUN
geoplanning-15421	99	28	:	:	PUNCT
geoplanning-15421	99	29	10.14710	10.14710	NUM
geoplanning-15421	99	30	/	/	SYM
geoplanning-15421	99	31	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	99	32	-	-	SYM
geoplanning-15421	99	33	170	170	NUM
geoplanning-15421	99	34	|	|	NOUN
geoplanning-15421	99	35	161	161	NUM
geoplanning-15421	99	36	lines	line	NOUN
geoplanning-15421	99	37	.	.	PUNCT
geoplanning-15421	100	1	this	this	DET
geoplanning-15421	100	2	information	information	NOUN
geoplanning-15421	100	3	was	be	AUX
geoplanning-15421	100	4	derived	derive	VERB
geoplanning-15421	100	5	from	from	ADP
geoplanning-15421	100	6	a	a	DET
geoplanning-15421	100	7	topographic	topographic	ADJ
geoplanning-15421	100	8	map	map	NOUN
geoplanning-15421	100	9	of	of	ADP
geoplanning-15421	100	10	scale	scale	NOUN
geoplanning-15421	100	11	1:25,000	1:25,000	NUM
geoplanning-15421	100	12	called	call	VERB
geoplanning-15421	100	13	peta	peta	PROPN
geoplanning-15421	100	14	rupa	rupa	PROPN
geoplanning-15421	100	15	bumi	bumi	PROPN
geoplanning-15421	100	16	indonesia	indonesia	PROPN
geoplanning-15421	100	17	(	(	PUNCT
geoplanning-15421	100	18	rbi	rbi	PROPN
geoplanning-15421	100	19	)	)	PUNCT
geoplanning-15421	100	20	prepared	prepare	VERB
geoplanning-15421	100	21	by	by	ADP
geoplanning-15421	100	22	geospatial	geospatial	ADJ
geoplanning-15421	100	23	information	information	NOUN
geoplanning-15421	100	24	agency	agency	PROPN
geoplanning-15421	100	25	of	of	ADP
geoplanning-15421	100	26	indonesia	indonesia	PROPN
geoplanning-15421	100	27	(	(	PUNCT
geoplanning-15421	100	28	big	big	ADJ
geoplanning-15421	100	29	)	)	PUNCT
geoplanning-15421	100	30	at	at	ADP
geoplanning-15421	100	31	2012	2012	NUM
geoplanning-15421	100	32	.	.	PUNCT
geoplanning-15421	101	1	the	the	DET
geoplanning-15421	101	2	class	class	NOUN
geoplanning-15421	101	3	starts	start	VERB
geoplanning-15421	101	4	from	from	ADP
geoplanning-15421	101	5	0	0	NUM
geoplanning-15421	101	6	to	to	ADP
geoplanning-15421	101	7	100	100	NUM
geoplanning-15421	101	8	m	m	NOUN
geoplanning-15421	101	9	to	to	ADP
geoplanning-15421	101	10	>	>	X
geoplanning-15421	101	11	500	500	NUM
geoplanning-15421	101	12	m.	m.	NOUN
geoplanning-15421	101	13	similarly	similarly	ADV
geoplanning-15421	101	14	,	,	PUNCT
geoplanning-15421	101	15	drainage	drainage	NOUN
geoplanning-15421	101	16	density	density	NOUN
geoplanning-15421	101	17	was	be	AUX
geoplanning-15421	101	18	calculated	calculate	VERB
geoplanning-15421	101	19	using	use	VERB
geoplanning-15421	101	20	arc	arc	NOUN
geoplanning-15421	101	21	toolbox	toolbox	NOUN
geoplanning-15421	101	22	kernel	kernel	PROPN
geoplanning-15421	101	23	density	density	NOUN
geoplanning-15421	101	24	in	in	ADP
geoplanning-15421	101	25	km	km	PROPN
geoplanning-15421	101	26	/	/	SYM
geoplanning-15421	101	27	km2	km2	PROPN
geoplanning-15421	101	28	.	.	PUNCT
geoplanning-15421	102	1	the	the	DET
geoplanning-15421	102	2	class	class	NOUN
geoplanning-15421	102	3	of	of	ADP
geoplanning-15421	102	4	drainage	drainage	NOUN
geoplanning-15421	102	5	density	density	NOUN
geoplanning-15421	102	6	was	be	AUX
geoplanning-15421	102	7	grouped	group	VERB
geoplanning-15421	102	8	in	in	ADP
geoplanning-15421	102	9	five	five	NUM
geoplanning-15421	102	10	class	class	NOUN
geoplanning-15421	102	11	starting	start	VERB
geoplanning-15421	102	12	from	from	ADP
geoplanning-15421	102	13	0	0	NUM
geoplanning-15421	102	14	to	to	PART
geoplanning-15421	102	15	1	1	NUM
geoplanning-15421	102	16	km	km	NOUN
geoplanning-15421	102	17	/	/	SYM
geoplanning-15421	102	18	km2	km2	NOUN
geoplanning-15421	102	19	to	to	ADP
geoplanning-15421	102	20	>	>	SYM
geoplanning-15421	102	21	4	4	NUM
geoplanning-15421	102	22	km	km	NOUN
geoplanning-15421	102	23	/	/	SYM
geoplanning-15421	102	24	km2	km2	NOUN
geoplanning-15421	102	25	.	.	PUNCT
geoplanning-15421	103	1	besides	besides	SCONJ
geoplanning-15421	103	2	topographic	topographic	ADJ
geoplanning-15421	103	3	factors	factor	NOUN
geoplanning-15421	103	4	and	and	CCONJ
geoplanning-15421	103	5	geology	geology	NOUN
geoplanning-15421	103	6	,	,	PUNCT
geoplanning-15421	103	7	land	land	NOUN
geoplanning-15421	103	8	use	use	NOUN
geoplanning-15421	103	9	(	(	PUNCT
geoplanning-15421	103	10	cover	cover	NOUN
geoplanning-15421	103	11	)	)	PUNCT
geoplanning-15421	103	12	is	be	AUX
geoplanning-15421	103	13	an	an	DET
geoplanning-15421	103	14	essential	essential	ADJ
geoplanning-15421	103	15	element	element	NOUN
geoplanning-15421	103	16	/	/	SYM
geoplanning-15421	103	17	factor	factor	NOUN
geoplanning-15421	103	18	responsible	responsible	ADJ
geoplanning-15421	103	19	for	for	ADP
geoplanning-15421	103	20	landslide	landslide	NOUN
geoplanning-15421	103	21	occurrences	occurrence	NOUN
geoplanning-15421	103	22	.	.	PUNCT
geoplanning-15421	104	1	the	the	DET
geoplanning-15421	104	2	incidence	incidence	NOUN
geoplanning-15421	104	3	of	of	ADP
geoplanning-15421	104	4	the	the	DET
geoplanning-15421	104	5	landslide	landslide	NOUN
geoplanning-15421	104	6	is	be	AUX
geoplanning-15421	104	7	inversely	inversely	ADV
geoplanning-15421	104	8	related	relate	VERB
geoplanning-15421	104	9	to	to	ADP
geoplanning-15421	104	10	the	the	DET
geoplanning-15421	104	11	vegetation	vegetation	NOUN
geoplanning-15421	104	12	density	density	NOUN
geoplanning-15421	104	13	.	.	PUNCT
geoplanning-15421	105	1	this	this	DET
geoplanning-15421	105	2	research	research	NOUN
geoplanning-15421	105	3	used	use	VERB
geoplanning-15421	105	4	land	land	NOUN
geoplanning-15421	105	5	use	use	NOUN
geoplanning-15421	105	6	change	change	NOUN
geoplanning-15421	105	7	(	(	PUNCT
geoplanning-15421	105	8	luc	luc	PROPN
geoplanning-15421	105	9	)	)	PUNCT
geoplanning-15421	105	10	as	as	ADP
geoplanning-15421	105	11	vegetation	vegetation	NOUN
geoplanning-15421	105	12	density	density	NOUN
geoplanning-15421	105	13	.	.	PUNCT
geoplanning-15421	106	1	luc	luc	PROPN
geoplanning-15421	106	2	was	be	AUX
geoplanning-15421	106	3	as	as	ADP
geoplanning-15421	106	4	a	a	DET
geoplanning-15421	106	5	new	new	ADJ
geoplanning-15421	106	6	causative	causative	ADJ
geoplanning-15421	106	7	factor	factor	NOUN
geoplanning-15421	106	8	to	to	PART
geoplanning-15421	106	9	change	change	VERB
geoplanning-15421	106	10	land	land	NOUN
geoplanning-15421	106	11	use	use	NOUN
geoplanning-15421	106	12	pattern	pattern	NOUN
geoplanning-15421	106	13	to	to	PART
geoplanning-15421	106	14	build	build	VERB
geoplanning-15421	106	15	a	a	DET
geoplanning-15421	106	16	landslide	landslide	NOUN
geoplanning-15421	106	17	susceptibility	susceptibility	NOUN
geoplanning-15421	106	18	mapping	mapping	NOUN
geoplanning-15421	106	19	.	.	PUNCT
geoplanning-15421	107	1	to	to	ADP
geoplanning-15421	107	2	the	the	DET
geoplanning-15421	107	3	critical	critical	ADJ
geoplanning-15421	107	4	slope	slope	NOUN
geoplanning-15421	107	5	,	,	PUNCT
geoplanning-15421	107	6	luc	luc	PROPN
geoplanning-15421	107	7	triggered	trigger	VERB
geoplanning-15421	107	8	a	a	DET
geoplanning-15421	107	9	series	series	NOUN
geoplanning-15421	107	10	of	of	ADP
geoplanning-15421	107	11	shallow	shallow	ADJ
geoplanning-15421	107	12	and	and	CCONJ
geoplanning-15421	107	13	profound	profound	ADJ
geoplanning-15421	107	14	landslides	landslide	NOUN
geoplanning-15421	107	15	(	(	PUNCT
geoplanning-15421	107	16	mugagga	mugagga	PROPN
geoplanning-15421	107	17	et	et	PROPN
geoplanning-15421	107	18	al	al	PROPN
geoplanning-15421	107	19	.	.	PROPN
geoplanning-15421	107	20	,	,	PUNCT
geoplanning-15421	107	21	2012	2012	NUM
geoplanning-15421	107	22	)	)	PUNCT
geoplanning-15421	107	23	.	.	PUNCT
geoplanning-15421	108	1	the	the	DET
geoplanning-15421	108	2	luc	luc	PROPN
geoplanning-15421	108	3	map	map	NOUN
geoplanning-15421	108	4	was	be	AUX
geoplanning-15421	108	5	derived	derive	VERB
geoplanning-15421	108	6	from	from	ADP
geoplanning-15421	108	7	overlay	overlay	NOUN
geoplanning-15421	108	8	land	land	NOUN
geoplanning-15421	108	9	use	use	NOUN
geoplanning-15421	108	10	2004	2004	NUM
geoplanning-15421	108	11	and	and	CCONJ
geoplanning-15421	108	12	land	land	NOUN
geoplanning-15421	108	13	use	use	NOUN
geoplanning-15421	108	14	2011	2011	NUM
geoplanning-15421	108	15	.	.	PUNCT
geoplanning-15421	109	1	land	land	NOUN
geoplanning-15421	109	2	use	use	NOUN
geoplanning-15421	109	3	was	be	AUX
geoplanning-15421	109	4	derived	derive	VERB
geoplanning-15421	109	5	from	from	ADP
geoplanning-15421	109	6	interpretation	interpretation	NOUN
geoplanning-15421	109	7	landsat	landsat	PROPN
geoplanning-15421	109	8	5	5	NUM
geoplanning-15421	109	9	tm	tm	NOUN
geoplanning-15421	109	10	(	(	PUNCT
geoplanning-15421	109	11	date	date	NOUN
geoplanning-15421	109	12	recorded	record	VERB
geoplanning-15421	109	13	september	september	PROPN
geoplanning-15421	109	14	,	,	PUNCT
geoplanning-15421	109	15	21th	21th	NOUN
geoplanning-15421	109	16	2004	2004	NUM
geoplanning-15421	109	17	)	)	PUNCT
geoplanning-15421	109	18	and	and	CCONJ
geoplanning-15421	109	19	landsat	landsat	NOUN
geoplanning-15421	109	20	7	7	NUM
geoplanning-15421	109	21	etm+	etm+	NOUN
geoplanning-15421	109	22	(	(	PUNCT
geoplanning-15421	109	23	time	time	NOUN
geoplanning-15421	109	24	filed	file	VERB
geoplanning-15421	109	25	october	october	PROPN
geoplanning-15421	109	26	,	,	PUNCT
geoplanning-15421	109	27	11th	11th	ADJ
geoplanning-15421	109	28	2011	2011	NUM
geoplanning-15421	109	29	)	)	PUNCT
geoplanning-15421	109	30	images	image	NOUN
geoplanning-15421	109	31	,	,	PUNCT
geoplanning-15421	109	32	each	each	PRON
geoplanning-15421	109	33	with	with	ADP
geoplanning-15421	109	34	a	a	DET
geoplanning-15421	109	35	30	30	NUM
geoplanning-15421	109	36	m	m	NOUN
geoplanning-15421	109	37	resolution	resolution	NOUN
geoplanning-15421	109	38	,	,	PUNCT
geoplanning-15421	109	39	collected	collect	VERB
geoplanning-15421	109	40	from	from	ADP
geoplanning-15421	109	41	united	united	PROPN
geoplanning-15421	109	42	states	states	PROPN
geoplanning-15421	109	43	geological	geological	ADJ
geoplanning-15421	109	44	survey	survey	NOUN
geoplanning-15421	109	45	(	(	PUNCT
geoplanning-15421	109	46	usgs	usgs	PROPN
geoplanning-15421	109	47	)	)	PUNCT
geoplanning-15421	109	48	.	.	PUNCT
geoplanning-15421	110	1	figure	figure	VERB
geoplanning-15421	110	2	4	4	NUM
geoplanning-15421	110	3	.	.	PUNCT
geoplanning-15421	110	4	eleven	eleven	NUM
geoplanning-15421	110	5	causative	causative	ADJ
geoplanning-15421	110	6	factor	factor	NOUN
geoplanning-15421	110	7	of	of	ADP
geoplanning-15421	110	8	landslide	landslide	NOUN
geoplanning-15421	110	9	the	the	DET
geoplanning-15421	110	10	unsupervised	unsupervised	ADJ
geoplanning-15421	110	11	classification	classification	NOUN
geoplanning-15421	110	12	method	method	NOUN
geoplanning-15421	110	13	was	be	AUX
geoplanning-15421	110	14	applied	apply	VERB
geoplanning-15421	110	15	to	to	PART
geoplanning-15421	110	16	classify	classify	VERB
geoplanning-15421	110	17	land	land	NOUN
geoplanning-15421	110	18	use	use	NOUN
geoplanning-15421	110	19	.	.	PUNCT
geoplanning-15421	111	1	unsupervised	unsupervised	ADJ
geoplanning-15421	111	2	classification	classification	NOUN
geoplanning-15421	111	3	consists	consist	VERB
geoplanning-15421	111	4	of	of	ADP
geoplanning-15421	111	5	three	three	NUM
geoplanning-15421	111	6	steps	step	NOUN
geoplanning-15421	111	7	:	:	PUNCT
geoplanning-15421	111	8	(	(	PUNCT
geoplanning-15421	111	9	1	1	X
geoplanning-15421	111	10	)	)	PUNCT
geoplanning-15421	111	11	the	the	DET
geoplanning-15421	111	12	map	map	NOUN
geoplanning-15421	111	13	creation	creation	NOUN
geoplanning-15421	111	14	of	of	ADP
geoplanning-15421	111	15	n	n	DET
geoplanning-15421	111	16	spectral	spectral	ADJ
geoplanning-15421	111	17	class	class	NOUN
geoplanning-15421	111	18	using	use	VERB
geoplanning-15421	111	19	iterative	iterative	NOUN
geoplanning-15421	111	20	self	self	NOUN
geoplanning-15421	111	21	-	-	PUNCT
geoplanning-15421	111	22	organizing	organize	VERB
geoplanning-15421	111	23	data	datum	NOUN
geoplanning-15421	111	24	analysis	analysis	NOUN
geoplanning-15421	111	25	technique	technique	NOUN
geoplanning-15421	111	26	algorithm	algorithm	NOUN
geoplanning-15421	111	27	,	,	PUNCT
geoplanning-15421	111	28	(	(	PUNCT
geoplanning-15421	111	29	2	2	X
geoplanning-15421	111	30	)	)	PUNCT
geoplanning-15421	111	31	the	the	DET
geoplanning-15421	111	32	development	development	NOUN
geoplanning-15421	111	33	of	of	ADP
geoplanning-15421	111	34	land	land	NOUN
geoplanning-15421	111	35	use	use	NOUN
geoplanning-15421	111	36	(	(	PUNCT
geoplanning-15421	111	37	lu	lu	NOUN
geoplanning-15421	111	38	)	)	PUNCT
geoplanning-15421	111	39	map	map	NOUN
geoplanning-15421	111	40	with	with	ADP
geoplanning-15421	111	41	the	the	DET
geoplanning-15421	111	42	help	help	NOUN
geoplanning-15421	111	43	of	of	ADP
geoplanning-15421	111	44	reference	reference	NOUN
geoplanning-15421	111	45	data	datum	NOUN
geoplanning-15421	111	46	,	,	PUNCT
geoplanning-15421	111	47	and	and	CCONJ
geoplanning-15421	111	48	(	(	PUNCT
geoplanning-15421	111	49	3	3	X
geoplanning-15421	111	50	)	)	PUNCT
geoplanning-15421	111	51	the	the	DET
geoplanning-15421	111	52	accuracy	accuracy	NOUN
geoplanning-15421	111	53	measurement	measurement	NOUN
geoplanning-15421	111	54	of	of	ADP
geoplanning-15421	111	55	the	the	DET
geoplanning-15421	111	56	ratings	rating	NOUN
geoplanning-15421	111	57	of	of	ADP
geoplanning-15421	111	58	all	all	DET
geoplanning-15421	111	59	lu	lu	PROPN
geoplanning-15421	111	60	reference	reference	NOUN
geoplanning-15421	111	61	map	map	NOUN
geoplanning-15421	111	62	using	use	VERB
geoplanning-15421	111	63	independent	independent	ADJ
geoplanning-15421	111	64	data	datum	NOUN
geoplanning-15421	111	65	and	and	CCONJ
geoplanning-15421	111	66	selection	selection	NOUN
geoplanning-15421	111	67	of	of	ADP
geoplanning-15421	111	68	a	a	DET
geoplanning-15421	111	69	map	map	NOUN
geoplanning-15421	111	70	lu	lu	NOUN
geoplanning-15421	111	71	with	with	ADP
geoplanning-15421	111	72	the	the	DET
geoplanning-15421	111	73	highest	high	ADJ
geoplanning-15421	111	74	accuracy	accuracy	NOUN
geoplanning-15421	111	75	(	(	PUNCT
geoplanning-15421	111	76	lang	lang	PROPN
geoplanning-15421	111	77	et	et	PROPN
geoplanning-15421	111	78	al	al	PROPN
geoplanning-15421	111	79	.	.	PROPN
geoplanning-15421	111	80	,	,	PUNCT
geoplanning-15421	111	81	2008	2008	NUM
geoplanning-15421	111	82	)	)	PUNCT
geoplanning-15421	111	83	.	.	PUNCT
geoplanning-15421	112	1	this	this	DET
geoplanning-15421	112	2	method	method	NOUN
geoplanning-15421	112	3	was	be	AUX
geoplanning-15421	112	4	applied	apply	VERB
geoplanning-15421	112	5	to	to	PART
geoplanning-15421	112	6	classify	classify	VERB
geoplanning-15421	112	7	land	land	NOUN
geoplanning-15421	112	8	use	use	NOUN
geoplanning-15421	112	9	into	into	ADP
geoplanning-15421	112	10	seven	seven	NUM
geoplanning-15421	112	11	(	(	PUNCT
geoplanning-15421	112	12	7	7	NUM
geoplanning-15421	112	13	)	)	PUNCT
geoplanning-15421	112	14	such	such	ADJ
geoplanning-15421	112	15	as	as	ADP
geoplanning-15421	112	16	type	type	NOUN
geoplanning-15421	112	17	:	:	PUNCT
geoplanning-15421	112	18	open	open	ADJ
geoplanning-15421	112	19	area	area	NOUN
geoplanning-15421	112	20	,	,	PUNCT
geoplanning-15421	112	21	paddy	paddy	NOUN
geoplanning-15421	112	22	field	field	NOUN
geoplanning-15421	112	23	,	,	PUNCT
geoplanning-15421	112	24	farming	farming	NOUN
geoplanning-15421	112	25	area	area	NOUN
geoplanning-15421	112	26	,	,	PUNCT
geoplanning-15421	112	27	scrub	scrub	NOUN
geoplanning-15421	112	28	,	,	PUNCT
geoplanning-15421	112	29	savanna	savanna	NOUN
geoplanning-15421	112	30	,	,	PUNCT
geoplanning-15421	112	31	secondary	secondary	ADJ
geoplanning-15421	112	32	forest	forest	NOUN
geoplanning-15421	112	33	and	and	CCONJ
geoplanning-15421	112	34	primary	primary	ADJ
geoplanning-15421	112	35	forest	forest	NOUN
geoplanning-15421	112	36	(	(	PUNCT
geoplanning-15421	112	37	soma	soma	PROPN
geoplanning-15421	112	38	&	&	CCONJ
geoplanning-15421	112	39	kubota	kubota	PROPN
geoplanning-15421	112	40	,	,	PUNCT
geoplanning-15421	112	41	2017	2017	NUM
geoplanning-15421	112	42	)	)	PUNCT
geoplanning-15421	112	43	.	.	PUNCT
geoplanning-15421	113	1	overall	overall	ADJ
geoplanning-15421	113	2	accuracy	accuracy	NOUN
geoplanning-15421	113	3	values	value	NOUN
geoplanning-15421	113	4	of	of	ADP
geoplanning-15421	113	5	lu	lu	PROPN
geoplanning-15421	113	6	2004	2004	NUM
geoplanning-15421	113	7	and	and	CCONJ
geoplanning-15421	113	8	lu	lu	PROPN
geoplanning-15421	113	9	2011	2011	NUM
geoplanning-15421	113	10	were	be	AUX
geoplanning-15421	113	11	86	86	NUM
geoplanning-15421	113	12	%	%	NOUN
geoplanning-15421	113	13	and	and	CCONJ
geoplanning-15421	113	14	90	90	NUM
geoplanning-15421	113	15	%	%	NOUN
geoplanning-15421	113	16	,	,	PUNCT
geoplanning-15421	113	17	respectively	respectively	ADV
geoplanning-15421	113	18	.	.	PUNCT
geoplanning-15421	114	1	kappa	kappa	ADJ
geoplanning-15421	114	2	values	value	NOUN
geoplanning-15421	114	3	of	of	ADP
geoplanning-15421	114	4	0.83	0.83	NUM
geoplanning-15421	114	5	and	and	CCONJ
geoplanning-15421	114	6	0.88	0.88	NUM
geoplanning-15421	114	7	were	be	AUX
geoplanning-15421	114	8	achieved	achieve	VERB
geoplanning-15421	114	9	for	for	ADP
geoplanning-15421	114	10	the	the	DET
geoplanning-15421	114	11	unsupervised	unsupervised	ADJ
geoplanning-15421	114	12	classified	classified	ADJ
geoplanning-15421	114	13	maps	map	NOUN
geoplanning-15421	114	14	of	of	ADP
geoplanning-15421	114	15	lu	lu	PROPN
geoplanning-15421	114	16	2004	2004	NUM
geoplanning-15421	114	17	and	and	CCONJ
geoplanning-15421	114	18	lu	lu	PROPN
geoplanning-15421	114	19	2011	2011	NUM
geoplanning-15421	114	20	,	,	PUNCT
geoplanning-15421	114	21	respectively	respectively	ADV
geoplanning-15421	114	22	.	.	PUNCT
geoplanning-15421	115	1	moreover	moreover	ADV
geoplanning-15421	115	2	,	,	PUNCT
geoplanning-15421	115	3	luc	luc	PROPN
geoplanning-15421	115	4	was	be	AUX
geoplanning-15421	115	5	built	build	VERB
geoplanning-15421	115	6	by	by	ADP
geoplanning-15421	115	7	classifying	classify	VERB
geoplanning-15421	115	8	once	once	ADV
geoplanning-15421	115	9	more	more	ADJ
geoplanning-15421	115	10	lu	lu	NOUN
geoplanning-15421	115	11	2004	2004	NUM
geoplanning-15421	115	12	and	and	CCONJ
geoplanning-15421	115	13	2011	2011	NUM
geoplanning-15421	115	14	in	in	ADP
geoplanning-15421	115	15	four	four	NUM
geoplanning-15421	115	16	classes	class	NOUN
geoplanning-15421	115	17	:	:	PUNCT
geoplanning-15421	115	18	(	(	PUNCT
geoplanning-15421	115	19	1	1	X
geoplanning-15421	115	20	)	)	PUNCT
geoplanning-15421	115	21	open	open	ADJ
geoplanning-15421	115	22	area	area	NOUN
geoplanning-15421	115	23	,	,	PUNCT
geoplanning-15421	115	24	paddy	paddy	NOUN
geoplanning-15421	115	25	field	field	NOUN
geoplanning-15421	115	26	,	,	PUNCT
geoplanning-15421	115	27	(	(	PUNCT
geoplanning-15421	115	28	2	2	X
geoplanning-15421	115	29	)	)	PUNCT
geoplanning-15421	115	30	farming	farming	NOUN
geoplanning-15421	115	31	area	area	NOUN
geoplanning-15421	115	32	and	and	CCONJ
geoplanning-15421	115	33	shrub	shrub	NOUN
geoplanning-15421	115	34	,	,	PUNCT
geoplanning-15421	115	35	savanna	savanna	NOUN
geoplanning-15421	115	36	,	,	PUNCT
geoplanning-15421	115	37	(	(	PUNCT
geoplanning-15421	115	38	3	3	X
geoplanning-15421	115	39	)	)	PUNCT
geoplanning-15421	115	40	secondary	secondary	ADJ
geoplanning-15421	115	41	forest	forest	NOUN
geoplanning-15421	115	42	and	and	CCONJ
geoplanning-15421	115	43	(	(	PUNCT
geoplanning-15421	115	44	4	4	X
geoplanning-15421	115	45	)	)	PUNCT
geoplanning-15421	115	46	primary	primary	ADJ
geoplanning-15421	115	47	forest	forest	NOUN
geoplanning-15421	115	48	.	.	PUNCT
geoplanning-15421	116	1	in	in	ADP
geoplanning-15421	116	2	the	the	DET
geoplanning-15421	116	3	next	next	ADJ
geoplanning-15421	116	4	step	step	NOUN
geoplanning-15421	116	5	,	,	PUNCT
geoplanning-15421	116	6	each	each	DET
geoplanning-15421	116	7	other	other	ADJ
geoplanning-15421	116	8	was	be	AUX
geoplanning-15421	116	9	overlaid	overlay	VERB
geoplanning-15421	116	10	using	use	VERB
geoplanning-15421	116	11	arc	arc	NOUN
geoplanning-15421	116	12	gis	gis	PROPN
geoplanning-15421	116	13	10.3	10.3	NUM
geoplanning-15421	116	14	and	and	CCONJ
geoplanning-15421	116	15	founded	found	VERB
geoplanning-15421	116	16	13	13	NUM
geoplanning-15421	116	17	classes	class	NOUN
geoplanning-15421	116	18	as	as	ADP
geoplanning-15421	116	19	a	a	DET
geoplanning-15421	116	20	class	class	NOUN
geoplanning-15421	116	21	of	of	ADP
geoplanning-15421	116	22	luc	luc	PROPN
geoplanning-15421	116	23	.	.	PUNCT
geoplanning-15421	117	1	they	they	PRON
geoplanning-15421	117	2	were	be	AUX
geoplanning-15421	117	3	1	1	NUM
geoplanning-15421	117	4	–	–	SYM
geoplanning-15421	117	5	1	1	NUM
geoplanning-15421	117	6	(	(	PUNCT
geoplanning-15421	117	7	change	change	NOUN
geoplanning-15421	117	8	from	from	ADP
geoplanning-15421	117	9	open	open	ADJ
geoplanning-15421	117	10	area	area	NOUN
geoplanning-15421	117	11	and	and	CCONJ
geoplanning-15421	117	12	paddy	paddy	NOUN
geoplanning-15421	117	13	field	field	NOUN
geoplanning-15421	117	14	to	to	PART
geoplanning-15421	117	15	open	open	VERB
geoplanning-15421	117	16	area	area	NOUN
geoplanning-15421	117	17	and	and	CCONJ
geoplanning-15421	117	18	paddy	paddy	NOUN
geoplanning-15421	117	19	field	field	NOUN
geoplanning-15421	117	20	)	)	PUNCT
geoplanning-15421	117	21	,	,	PUNCT
geoplanning-15421	117	22	1	1	NUM
geoplanning-15421	117	23	–	–	SYM
geoplanning-15421	117	24	2	2	NUM
geoplanning-15421	117	25	(	(	PUNCT
geoplanning-15421	117	26	change	change	NOUN
geoplanning-15421	117	27	from	from	ADP
geoplanning-15421	117	28	open	open	ADJ
geoplanning-15421	117	29	area	area	NOUN
geoplanning-15421	117	30	and	and	CCONJ
geoplanning-15421	117	31	paddy	paddy	NOUN
geoplanning-15421	117	32	field	field	NOUN
geoplanning-15421	117	33	to	to	ADP
geoplanning-15421	117	34	farming	farming	NOUN
geoplanning-15421	117	35	area	area	NOUN
geoplanning-15421	117	36	and	and	CCONJ
geoplanning-15421	117	37	scrub	scrub	NOUN
geoplanning-15421	117	38	,	,	PUNCT
geoplanning-15421	117	39	savanna	savanna	NOUN
geoplanning-15421	117	40	)	)	PUNCT
geoplanning-15421	117	41	,	,	PUNCT
geoplanning-15421	117	42	2	2	NUM
geoplanning-15421	117	43	–	–	SYM
geoplanning-15421	117	44	1	1	NUM
geoplanning-15421	117	45	(	(	PUNCT
geoplanning-15421	117	46	change	change	NOUN
geoplanning-15421	117	47	from	from	ADP
geoplanning-15421	117	48	farming	farming	NOUN
geoplanning-15421	117	49	area	area	NOUN
geoplanning-15421	117	50	and	and	CCONJ
geoplanning-15421	117	51	scrub	scrub	NOUN
geoplanning-15421	117	52	,	,	PUNCT
geoplanning-15421	117	53	savanna	savanna	NOUN
geoplanning-15421	117	54	to	to	ADP
geoplanning-15421	117	55	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	PROPN
geoplanning-15421	117	56	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	PROPN
geoplanning-15421	117	57	soma	soma	NOUN
geoplanning-15421	117	58	and	and	CCONJ
geoplanning-15421	117	59	kubota	kubota	NOUN
geoplanning-15421	117	60	/	/	PUNCT
geoplanning-15421	117	61	geoplanning	geoplanning	NOUN
geoplanning-15421	117	62	:	:	PUNCT
geoplanning-15421	117	63	journal	journal	NOUN
geoplanning-15421	117	64	of	of	ADP
geoplanning-15421	117	65	geomatics	geomatics	PROPN
geoplanning-15421	117	66	and	and	CCONJ
geoplanning-15421	117	67	planning	planning	NOUN
geoplanning-15421	117	68	,	,	PUNCT
geoplanning-15421	117	69	vol	vol	NOUN
geoplanning-15421	117	70	4	4	NUM
geoplanning-15421	117	71	,	,	PUNCT
geoplanning-15421	117	72	no	no	INTJ
geoplanning-15421	117	73	.	.	NOUN
geoplanning-15421	117	74	2	2	NUM
geoplanning-15421	117	75	,	,	PUNCT
geoplanning-15421	117	76	2017	2017	NUM
geoplanning-15421	117	77	,	,	PUNCT
geoplanning-15421	117	78	157	157	NUM
geoplanning-15421	117	79	-	-	SYM
geoplanning-15421	117	80	170	170	NUM
geoplanning-15421	117	81	doi	doi	NOUN
geoplanning-15421	117	82	:	:	PUNCT
geoplanning-15421	117	83	10.14710	10.14710	NUM
geoplanning-15421	117	84	/	/	SYM
geoplanning-15421	117	85	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	117	86	-	-	NOUN
geoplanning-15421	117	87	170	170	NUM
geoplanning-15421	117	88	162	162	NUM
geoplanning-15421	117	89	|	|	ADV
geoplanning-15421	117	90	open	open	ADJ
geoplanning-15421	117	91	area	area	NOUN
geoplanning-15421	117	92	and	and	CCONJ
geoplanning-15421	117	93	paddy	paddy	NOUN
geoplanning-15421	117	94	field	field	NOUN
geoplanning-15421	117	95	)	)	PUNCT
geoplanning-15421	117	96	,	,	PUNCT
geoplanning-15421	117	97	2	2	NUM
geoplanning-15421	117	98	–	–	SYM
geoplanning-15421	117	99	2	2	NUM
geoplanning-15421	117	100	(	(	PUNCT
geoplanning-15421	117	101	change	change	NOUN
geoplanning-15421	117	102	from	from	ADP
geoplanning-15421	117	103	farming	farming	NOUN
geoplanning-15421	117	104	area	area	NOUN
geoplanning-15421	117	105	and	and	CCONJ
geoplanning-15421	117	106	scrub	scrub	NOUN
geoplanning-15421	117	107	,	,	PUNCT
geoplanning-15421	117	108	savanna	savanna	NOUN
geoplanning-15421	117	109	to	to	ADP
geoplanning-15421	117	110	farming	farming	NOUN
geoplanning-15421	117	111	area	area	NOUN
geoplanning-15421	117	112	and	and	CCONJ
geoplanning-15421	117	113	scrub	scrub	NOUN
geoplanning-15421	117	114	,	,	PUNCT
geoplanning-15421	117	115	savanna	savanna	NOUN
geoplanning-15421	117	116	)	)	PUNCT
geoplanning-15421	117	117	,	,	PUNCT
geoplanning-15421	117	118	2	2	NUM
geoplanning-15421	117	119	–	–	SYM
geoplanning-15421	117	120	3	3	NUM
geoplanning-15421	117	121	(	(	PUNCT
geoplanning-15421	117	122	change	change	NOUN
geoplanning-15421	117	123	from	from	ADP
geoplanning-15421	117	124	farming	farming	NOUN
geoplanning-15421	117	125	area	area	NOUN
geoplanning-15421	117	126	and	and	CCONJ
geoplanning-15421	117	127	scrub	scrub	NOUN
geoplanning-15421	117	128	,	,	PUNCT
geoplanning-15421	117	129	savanna	savanna	NOUN
geoplanning-15421	117	130	to	to	ADP
geoplanning-15421	117	131	secondary	secondary	ADJ
geoplanning-15421	117	132	forest	forest	NOUN
geoplanning-15421	117	133	)	)	PUNCT
geoplanning-15421	117	134	,	,	PUNCT
geoplanning-15421	117	135	3	3	X
geoplanning-15421	117	136	–	–	SYM
geoplanning-15421	117	137	1	1	NUM
geoplanning-15421	117	138	(	(	PUNCT
geoplanning-15421	117	139	change	change	NOUN
geoplanning-15421	117	140	from	from	ADP
geoplanning-15421	117	141	secondary	secondary	ADJ
geoplanning-15421	117	142	forest	forest	NOUN
geoplanning-15421	117	143	to	to	PART
geoplanning-15421	117	144	open	open	VERB
geoplanning-15421	117	145	area	area	NOUN
geoplanning-15421	117	146	and	and	CCONJ
geoplanning-15421	117	147	paddy	paddy	NOUN
geoplanning-15421	117	148	field	field	NOUN
geoplanning-15421	117	149	)	)	PUNCT
geoplanning-15421	117	150	,	,	PUNCT
geoplanning-15421	117	151	3	3	X
geoplanning-15421	117	152	–	–	SYM
geoplanning-15421	117	153	2	2	NUM
geoplanning-15421	117	154	(	(	PUNCT
geoplanning-15421	117	155	change	change	NOUN
geoplanning-15421	117	156	from	from	ADP
geoplanning-15421	117	157	secondary	secondary	ADJ
geoplanning-15421	117	158	forest	forest	NOUN
geoplanning-15421	117	159	to	to	ADP
geoplanning-15421	117	160	farming	farming	NOUN
geoplanning-15421	117	161	area	area	NOUN
geoplanning-15421	117	162	and	and	CCONJ
geoplanning-15421	117	163	scrub	scrub	NOUN
geoplanning-15421	117	164	,	,	PUNCT
geoplanning-15421	117	165	savanna	savanna	NOUN
geoplanning-15421	117	166	)	)	PUNCT
geoplanning-15421	117	167	,	,	PUNCT
geoplanning-15421	117	168	3	3	X
geoplanning-15421	117	169	–	–	PUNCT
geoplanning-15421	117	170	3(change	3(change	NOUN
geoplanning-15421	117	171	from	from	ADP
geoplanning-15421	117	172	secondary	secondary	ADJ
geoplanning-15421	117	173	forest	forest	NOUN
geoplanning-15421	117	174	to	to	ADP
geoplanning-15421	117	175	secondary	secondary	ADJ
geoplanning-15421	117	176	forest	forest	NOUN
geoplanning-15421	117	177	)	)	PUNCT
geoplanning-15421	117	178	,	,	PUNCT
geoplanning-15421	117	179	3	3	X
geoplanning-15421	117	180	–	–	PUNCT
geoplanning-15421	117	181	4(change	4(change	NOUN
geoplanning-15421	117	182	from	from	ADP
geoplanning-15421	117	183	secondary	secondary	ADJ
geoplanning-15421	117	184	forest	forest	NOUN
geoplanning-15421	117	185	to	to	ADP
geoplanning-15421	117	186	primary	primary	ADJ
geoplanning-15421	117	187	forest	forest	NOUN
geoplanning-15421	117	188	)	)	PUNCT
geoplanning-15421	117	189	,	,	PUNCT
geoplanning-15421	117	190	4	4	NUM
geoplanning-15421	117	191	–	–	SYM
geoplanning-15421	117	192	1	1	NUM
geoplanning-15421	117	193	(	(	PUNCT
geoplanning-15421	117	194	change	change	NOUN
geoplanning-15421	117	195	from	from	ADP
geoplanning-15421	117	196	primary	primary	ADJ
geoplanning-15421	117	197	forest	forest	NOUN
geoplanning-15421	117	198	to	to	PART
geoplanning-15421	117	199	open	open	VERB
geoplanning-15421	117	200	area	area	NOUN
geoplanning-15421	117	201	and	and	CCONJ
geoplanning-15421	117	202	paddy	paddy	NOUN
geoplanning-15421	117	203	field	field	NOUN
geoplanning-15421	117	204	)	)	PUNCT
geoplanning-15421	117	205	,	,	PUNCT
geoplanning-15421	117	206	4	4	NUM
geoplanning-15421	117	207	–	–	SYM
geoplanning-15421	117	208	2	2	NUM
geoplanning-15421	117	209	,	,	PUNCT
geoplanning-15421	117	210	4	4	NUM
geoplanning-15421	117	211	–	–	SYM
geoplanning-15421	117	212	3	3	NUM
geoplanning-15421	117	213	(	(	PUNCT
geoplanning-15421	117	214	change	change	NOUN
geoplanning-15421	117	215	from	from	ADP
geoplanning-15421	117	216	primary	primary	ADJ
geoplanning-15421	117	217	forest	forest	NOUN
geoplanning-15421	117	218	to	to	ADP
geoplanning-15421	117	219	secondary	secondary	ADJ
geoplanning-15421	117	220	forest	forest	NOUN
geoplanning-15421	117	221	)	)	PUNCT
geoplanning-15421	117	222	,	,	PUNCT
geoplanning-15421	117	223	and	and	CCONJ
geoplanning-15421	117	224	4	4	NUM
geoplanning-15421	117	225	4	4	NUM
geoplanning-15421	117	226	(	(	PUNCT
geoplanning-15421	117	227	change	change	NOUN
geoplanning-15421	117	228	from	from	ADP
geoplanning-15421	117	229	primary	primary	ADJ
geoplanning-15421	117	230	forest	forest	NOUN
geoplanning-15421	117	231	to	to	ADP
geoplanning-15421	117	232	secondary	secondary	ADJ
geoplanning-15421	117	233	forest	forest	NOUN
geoplanning-15421	117	234	)	)	PUNCT
geoplanning-15421	117	235	,	,	PUNCT
geoplanning-15421	117	236	and	and	CCONJ
geoplanning-15421	117	237	4	4	NUM
geoplanning-15421	117	238	4	4	NUM
geoplanning-15421	117	239	(	(	PUNCT
geoplanning-15421	117	240	change	change	NOUN
geoplanning-15421	117	241	from	from	ADP
geoplanning-15421	117	242	primary	primary	ADJ
geoplanning-15421	117	243	forest	forest	NOUN
geoplanning-15421	117	244	to	to	ADP
geoplanning-15421	117	245	primary	primary	ADJ
geoplanning-15421	117	246	forest	forest	NOUN
geoplanning-15421	117	247	)	)	PUNCT
geoplanning-15421	117	248	.	.	PUNCT
geoplanning-15421	118	1	luc	luc	PROPN
geoplanning-15421	118	2	was	be	AUX
geoplanning-15421	118	3	downgraded	downgrade	VERB
geoplanning-15421	118	4	from	from	ADP
geoplanning-15421	118	5	pixel	pixel	PROPN
geoplanning-15421	118	6	size	size	NOUN
geoplanning-15421	118	7	of	of	ADP
geoplanning-15421	118	8	30	30	NUM
geoplanning-15421	118	9	x	x	SYM
geoplanning-15421	118	10	30	30	NUM
geoplanning-15421	118	11	meter	meter	NOUN
geoplanning-15421	118	12	to	to	ADP
geoplanning-15421	118	13	pixel	pixel	PROPN
geoplanning-15421	118	14	size	size	NOUN
geoplanning-15421	118	15	of	of	ADP
geoplanning-15421	118	16	10	10	NUM
geoplanning-15421	118	17	x	x	SYM
geoplanning-15421	118	18	10	10	NUM
geoplanning-15421	118	19	meter	meter	NOUN
geoplanning-15421	118	20	.	.	PUNCT
geoplanning-15421	119	1	landslide	landslide	NOUN
geoplanning-15421	119	2	was	be	AUX
geoplanning-15421	119	3	described	describe	VERB
geoplanning-15421	119	4	as	as	ADP
geoplanning-15421	119	5	the	the	DET
geoplanning-15421	119	6	dependent	dependent	ADJ
geoplanning-15421	119	7	variable	variable	ADJ
geoplanning-15421	119	8	and	and	CCONJ
geoplanning-15421	119	9	causative	causative	ADJ
geoplanning-15421	119	10	factor	factor	NOUN
geoplanning-15421	119	11	i.e.	i.e.	X
geoplanning-15421	119	12	elevation	elevation	NOUN
geoplanning-15421	119	13	,	,	PUNCT
geoplanning-15421	119	14	slope	slope	NOUN
geoplanning-15421	119	15	,	,	PUNCT
geoplanning-15421	119	16	curvature	curvature	NOUN
geoplanning-15421	119	17	,	,	PUNCT
geoplanning-15421	119	18	distance	distance	NOUN
geoplanning-15421	119	19	to	to	ADP
geoplanning-15421	119	20	river	river	NOUN
geoplanning-15421	119	21	,	,	PUNCT
geoplanning-15421	119	22	drainage	drainage	NOUN
geoplanning-15421	119	23	density	density	NOUN
geoplanning-15421	119	24	,	,	PUNCT
geoplanning-15421	119	25	lithology	lithology	NOUN
geoplanning-15421	119	26	,	,	PUNCT
geoplanning-15421	119	27	and	and	CCONJ
geoplanning-15421	119	28	distance	distance	NOUN
geoplanning-15421	119	29	to	to	ADP
geoplanning-15421	119	30	faults	fault	NOUN
geoplanning-15421	119	31	.	.	PUNCT
geoplanning-15421	120	1	luc	luc	PROPN
geoplanning-15421	120	2	was	be	AUX
geoplanning-15421	120	3	described	describe	VERB
geoplanning-15421	120	4	as	as	ADP
geoplanning-15421	120	5	the	the	DET
geoplanning-15421	120	6	independent	independent	ADJ
geoplanning-15421	120	7	variable	variable	NOUN
geoplanning-15421	120	8	.	.	PUNCT
geoplanning-15421	121	1	independent	independent	ADJ
geoplanning-15421	121	2	and	and	CCONJ
geoplanning-15421	121	3	dependent	dependent	ADJ
geoplanning-15421	121	4	variables	variable	NOUN
geoplanning-15421	121	5	were	be	AUX
geoplanning-15421	121	6	used	use	VERB
geoplanning-15421	121	7	as	as	ADP
geoplanning-15421	121	8	a	a	DET
geoplanning-15421	121	9	map	map	NOUN
geoplanning-15421	121	10	input	input	NOUN
geoplanning-15421	121	11	and	and	CCONJ
geoplanning-15421	121	12	then	then	ADV
geoplanning-15421	121	13	processed	process	VERB
geoplanning-15421	121	14	to	to	PART
geoplanning-15421	121	15	turn	turn	VERB
geoplanning-15421	121	16	it	it	PRON
geoplanning-15421	121	17	into	into	ADP
geoplanning-15421	121	18	a	a	DET
geoplanning-15421	121	19	raster	raster	NOUN
geoplanning-15421	121	20	map	map	NOUN
geoplanning-15421	121	21	with	with	ADP
geoplanning-15421	121	22	a	a	DET
geoplanning-15421	121	23	pixel	pixel	ADJ
geoplanning-15421	121	24	size	size	NOUN
geoplanning-15421	121	25	of	of	ADP
geoplanning-15421	121	26	10	10	NUM
geoplanning-15421	121	27	m	m	NOUN
geoplanning-15421	121	28	×	×	NOUN
geoplanning-15421	121	29	10	10	NUM
geoplanning-15421	121	30	m.	m.	NOUN
geoplanning-15421	121	31	we	we	PRON
geoplanning-15421	121	32	can	can	AUX
geoplanning-15421	121	33	observe	observe	VERB
geoplanning-15421	121	34	the	the	DET
geoplanning-15421	121	35	causative	causative	ADJ
geoplanning-15421	121	36	factor	factor	NOUN
geoplanning-15421	121	37	map	map	NOUN
geoplanning-15421	121	38	in	in	ADP
geoplanning-15421	121	39	figure	figure	NOUN
geoplanning-15421	121	40	4	4	NUM
geoplanning-15421	121	41	.	.	PUNCT
geoplanning-15421	122	1	the	the	DET
geoplanning-15421	122	2	study	study	NOUN
geoplanning-15421	122	3	area	area	NOUN
geoplanning-15421	122	4	included	include	VERB
geoplanning-15421	122	5	795,227	795,227	NUM
geoplanning-15421	122	6	pixels	pixel	NOUN
geoplanning-15421	122	7	.	.	PUNCT
geoplanning-15421	123	1	the	the	DET
geoplanning-15421	123	2	landslide	landslide	NOUN
geoplanning-15421	123	3	data	datum	NOUN
geoplanning-15421	123	4	used	use	VERB
geoplanning-15421	123	5	in	in	ADP
geoplanning-15421	123	6	the	the	DET
geoplanning-15421	123	7	model	model	NOUN
geoplanning-15421	123	8	included	include	VERB
geoplanning-15421	123	9	2,873	2,873	NUM
geoplanning-15421	123	10	pixels	pixel	NOUN
geoplanning-15421	123	11	(	(	PUNCT
geoplanning-15421	123	12	70	70	NUM
geoplanning-15421	123	13	%	%	NOUN
geoplanning-15421	123	14	of	of	ADP
geoplanning-15421	123	15	landslide	landslide	NOUN
geoplanning-15421	123	16	)	)	PUNCT
geoplanning-15421	123	17	and	and	CCONJ
geoplanning-15421	123	18	1,230	1,230	NUM
geoplanning-15421	123	19	pixels	pixel	NOUN
geoplanning-15421	123	20	(	(	PUNCT
geoplanning-15421	123	21	30	30	NUM
geoplanning-15421	123	22	%	%	NOUN
geoplanning-15421	123	23	)	)	PUNCT
geoplanning-15421	123	24	for	for	ADP
geoplanning-15421	123	25	validation	validation	NOUN
geoplanning-15421	123	26	.	.	PUNCT
geoplanning-15421	124	1	2.3	2.3	NUM
geoplanning-15421	124	2	.	.	PUNCT
geoplanning-15421	125	1	data	datum	NOUN
geoplanning-15421	125	2	analysis	analysis	NOUN
geoplanning-15421	125	3	there	there	PRON
geoplanning-15421	125	4	are	be	VERB
geoplanning-15421	125	5	two	two	NUM
geoplanning-15421	125	6	analyses	analysis	NOUN
geoplanning-15421	125	7	methods	method	NOUN
geoplanning-15421	125	8	to	to	PART
geoplanning-15421	125	9	understand	understand	VERB
geoplanning-15421	125	10	the	the	DET
geoplanning-15421	125	11	performance	performance	NOUN
geoplanning-15421	125	12	of	of	ADP
geoplanning-15421	125	13	each	each	DET
geoplanning-15421	125	14	causative	causative	ADJ
geoplanning-15421	125	15	factor	factor	NOUN
geoplanning-15421	125	16	(	(	PUNCT
geoplanning-15421	125	17	frequency	frequency	NOUN
geoplanning-15421	125	18	ratio	ratio	NOUN
geoplanning-15421	125	19	(	(	PUNCT
geoplanning-15421	125	20	fr	fr	PROPN
geoplanning-15421	125	21	)	)	PUNCT
geoplanning-15421	125	22	,	,	PUNCT
geoplanning-15421	125	23	and	and	CCONJ
geoplanning-15421	125	24	logistic	logistic	ADJ
geoplanning-15421	125	25	regression	regression	NOUN
geoplanning-15421	125	26	)	)	PUNCT
geoplanning-15421	125	27	to	to	PART
geoplanning-15421	125	28	produce	produce	VERB
geoplanning-15421	125	29	landslide	landslide	NOUN
geoplanning-15421	125	30	susceptibility	susceptibility	NOUN
geoplanning-15421	125	31	map	map	NOUN
geoplanning-15421	125	32	.	.	PUNCT
geoplanning-15421	126	1	frequency	frequency	NOUN
geoplanning-15421	126	2	ratio	ratio	NOUN
geoplanning-15421	126	3	analysis	analysis	NOUN
geoplanning-15421	126	4	was	be	AUX
geoplanning-15421	126	5	implemented	implement	VERB
geoplanning-15421	126	6	to	to	PART
geoplanning-15421	126	7	define	define	VERB
geoplanning-15421	126	8	the	the	DET
geoplanning-15421	126	9	performance	performance	NOUN
geoplanning-15421	126	10	of	of	ADP
geoplanning-15421	126	11	which	which	DET
geoplanning-15421	126	12	class	class	NOUN
geoplanning-15421	126	13	each	each	DET
geoplanning-15421	126	14	causative	causative	ADJ
geoplanning-15421	126	15	factor	factor	NOUN
geoplanning-15421	126	16	and	and	CCONJ
geoplanning-15421	126	17	logistic	logistic	ADJ
geoplanning-15421	126	18	regression	regression	NOUN
geoplanning-15421	126	19	methods	method	NOUN
geoplanning-15421	126	20	could	could	AUX
geoplanning-15421	126	21	describe	describe	VERB
geoplanning-15421	126	22	the	the	DET
geoplanning-15421	126	23	performance	performance	NOUN
geoplanning-15421	126	24	of	of	ADP
geoplanning-15421	126	25	the	the	DET
geoplanning-15421	126	26	susceptibility	susceptibility	NOUN
geoplanning-15421	126	27	of	of	ADP
geoplanning-15421	126	28	landslide	landslide	NOUN
geoplanning-15421	126	29	occurrence	occurrence	NOUN
geoplanning-15421	126	30	.	.	PUNCT
geoplanning-15421	127	1	2.3.1	2.3.1	NUM
geoplanning-15421	127	2	.	.	PUNCT
geoplanning-15421	127	3	frequency	frequency	NOUN
geoplanning-15421	127	4	ratio	ratio	NOUN
geoplanning-15421	127	5	the	the	DET
geoplanning-15421	127	6	landslide	landslide	NOUN
geoplanning-15421	127	7	and	and	CCONJ
geoplanning-15421	127	8	the	the	DET
geoplanning-15421	127	9	causes	cause	NOUN
geoplanning-15421	127	10	were	be	AUX
geoplanning-15421	127	11	related	relate	VERB
geoplanning-15421	127	12	and	and	CCONJ
geoplanning-15421	127	13	it	it	PRON
geoplanning-15421	127	14	can	can	AUX
geoplanning-15421	127	15	be	be	AUX
geoplanning-15421	127	16	concluded	conclude	VERB
geoplanning-15421	127	17	between	between	ADP
geoplanning-15421	127	18	areas	area	NOUN
geoplanning-15421	127	19	where	where	SCONJ
geoplanning-15421	127	20	the	the	DET
geoplanning-15421	127	21	landslide	landslide	NOUN
geoplanning-15421	127	22	occurs	occur	VERB
geoplanning-15421	127	23	with	with	ADP
geoplanning-15421	127	24	the	the	DET
geoplanning-15421	127	25	causative	causative	ADJ
geoplanning-15421	127	26	factors	factor	NOUN
geoplanning-15421	127	27	of	of	ADP
geoplanning-15421	127	28	landslides	landslide	NOUN
geoplanning-15421	127	29	.	.	PUNCT
geoplanning-15421	128	1	simple	simple	ADJ
geoplanning-15421	128	2	statistical	statistical	ADJ
geoplanning-15421	128	3	techniques	technique	NOUN
geoplanning-15421	128	4	to	to	PART
geoplanning-15421	128	5	determine	determine	VERB
geoplanning-15421	128	6	the	the	DET
geoplanning-15421	128	7	closeness	closeness	NOUN
geoplanning-15421	128	8	of	of	ADP
geoplanning-15421	128	9	the	the	DET
geoplanning-15421	128	10	relationship	relationship	NOUN
geoplanning-15421	128	11	has	have	AUX
geoplanning-15421	128	12	been	be	AUX
geoplanning-15421	128	13	applied	apply	VERB
geoplanning-15421	128	14	to	to	ADP
geoplanning-15421	128	15	the	the	DET
geoplanning-15421	128	16	frequency	frequency	NOUN
geoplanning-15421	128	17	ratio	ratio	NOUN
geoplanning-15421	128	18	(	(	PUNCT
geoplanning-15421	128	19	fr	fr	NOUN
geoplanning-15421	128	20	)	)	PUNCT
geoplanning-15421	128	21	approach	approach	NOUN
geoplanning-15421	128	22	.	.	PUNCT
geoplanning-15421	129	1	frequency	frequency	NOUN
geoplanning-15421	129	2	ratio	ratio	NOUN
geoplanning-15421	129	3	for	for	ADP
geoplanning-15421	129	4	each	each	DET
geoplanning-15421	129	5	causative	causative	ADJ
geoplanning-15421	129	6	factor	factor	NOUN
geoplanning-15421	129	7	was	be	AUX
geoplanning-15421	129	8	calculated	calculate	VERB
geoplanning-15421	129	9	by	by	ADP
geoplanning-15421	129	10	dividing	divide	VERB
geoplanning-15421	129	11	the	the	DET
geoplanning-15421	129	12	landslide	landslide	NOUN
geoplanning-15421	129	13	occurrence	occurrence	NOUN
geoplanning-15421	129	14	rate	rate	NOUN
geoplanning-15421	129	15	by	by	ADP
geoplanning-15421	129	16	the	the	DET
geoplanning-15421	129	17	area	area	NOUN
geoplanning-15421	129	18	ratio	ratio	NOUN
geoplanning-15421	129	19	.	.	PUNCT
geoplanning-15421	130	1	if	if	SCONJ
geoplanning-15421	130	2	the	the	DET
geoplanning-15421	130	3	ratio	ratio	NOUN
geoplanning-15421	130	4	is	be	AUX
geoplanning-15421	130	5	bigger	big	ADJ
geoplanning-15421	130	6	than	than	ADP
geoplanning-15421	130	7	1.0	1.0	NUM
geoplanning-15421	130	8	,	,	PUNCT
geoplanning-15421	130	9	the	the	DET
geoplanning-15421	130	10	relationship	relationship	NOUN
geoplanning-15421	130	11	between	between	ADP
geoplanning-15421	130	12	the	the	DET
geoplanning-15421	130	13	landslide	landslide	NOUN
geoplanning-15421	130	14	and	and	CCONJ
geoplanning-15421	130	15	the	the	DET
geoplanning-15421	130	16	causative	causative	ADJ
geoplanning-15421	130	17	factor	factor	NOUN
geoplanning-15421	130	18	is	be	AUX
geoplanning-15421	130	19	higher	high	ADJ
geoplanning-15421	130	20	,	,	PUNCT
geoplanning-15421	130	21	and	and	CCONJ
geoplanning-15421	130	22	,	,	PUNCT
geoplanning-15421	130	23	if	if	SCONJ
geoplanning-15421	130	24	the	the	DET
geoplanning-15421	130	25	relationship	relationship	NOUN
geoplanning-15421	130	26	is	be	AUX
geoplanning-15421	130	27	less	less	ADJ
geoplanning-15421	130	28	than	than	ADP
geoplanning-15421	130	29	1	1	NUM
geoplanning-15421	130	30	,	,	PUNCT
geoplanning-15421	130	31	the	the	DET
geoplanning-15421	130	32	connection	connection	NOUN
geoplanning-15421	130	33	is	be	AUX
geoplanning-15421	130	34	low	low	ADJ
geoplanning-15421	130	35	(	(	PUNCT
geoplanning-15421	130	36	lee	lee	PROPN
geoplanning-15421	130	37	&	&	CCONJ
geoplanning-15421	130	38	lee	lee	PROPN
geoplanning-15421	130	39	,	,	PUNCT
geoplanning-15421	130	40	2006	2006	NUM
geoplanning-15421	130	41	)	)	PUNCT
geoplanning-15421	130	42	.	.	PUNCT
geoplanning-15421	131	1	a	a	DET
geoplanning-15421	131	2	ratio	ratio	NOUN
geoplanning-15421	131	3	value	value	NOUN
geoplanning-15421	131	4	in	in	ADP
geoplanning-15421	131	5	each	each	DET
geoplanning-15421	131	6	class	class	NOUN
geoplanning-15421	131	7	shows	show	VERB
geoplanning-15421	131	8	the	the	DET
geoplanning-15421	131	9	level	level	NOUN
geoplanning-15421	131	10	of	of	ADP
geoplanning-15421	131	11	relationship	relationship	NOUN
geoplanning-15421	131	12	the	the	DET
geoplanning-15421	131	13	frequency	frequency	NOUN
geoplanning-15421	131	14	ratio	ratio	NOUN
geoplanning-15421	131	15	value	value	NOUN
geoplanning-15421	131	16	calculated	calculate	VERB
geoplanning-15421	131	17	by	by	ADP
geoplanning-15421	131	18	the	the	DET
geoplanning-15421	131	19	equation	equation	NOUN
geoplanning-15421	131	20	(	(	PUNCT
geoplanning-15421	131	21	1	1	NUM
geoplanning-15421	131	22	)	)	PUNCT
geoplanning-15421	131	23	.	.	PUNCT
geoplanning-15421	132	1	…	…	PUNCT
geoplanning-15421	132	2	…	…	PUNCT
geoplanning-15421	132	3	…	…	PUNCT
geoplanning-15421	132	4	…	…	PUNCT
geoplanning-15421	132	5	…	…	PUNCT
geoplanning-15421	132	6	…	…	PUNCT
geoplanning-15421	132	7	…	…	PUNCT
geoplanning-15421	132	8	…	…	PUNCT
geoplanning-15421	132	9	…	…	PUNCT
geoplanning-15421	132	10	……	……	NOUN
geoplanning-15421	132	11	……	……	NOUN
geoplanning-15421	132	12	……	……	NOUN
geoplanning-15421	132	13	……	……	NOUN
geoplanning-15421	132	14	……	……	NOUN
geoplanning-15421	132	15	……	……	NOUN
geoplanning-15421	132	16	……	……	NOUN
geoplanning-15421	132	17	……	……	NOUN
geoplanning-15421	132	18	(	(	PUNCT
geoplanning-15421	132	19	1	1	NUM
geoplanning-15421	132	20	)	)	PUNCT
geoplanning-15421	132	21	where	where	SCONJ
geoplanning-15421	132	22	,	,	PUNCT
geoplanning-15421	132	23	pixel	pixel	PROPN
geoplanning-15421	132	24	(	(	PUNCT
geoplanning-15421	132	25	nm	nm	NOUN
geoplanning-15421	132	26	)	)	PUNCT
geoplanning-15421	132	27	number	number	NOUN
geoplanning-15421	132	28	of	of	ADP
geoplanning-15421	132	29	pixel	pixel	NOUN
geoplanning-15421	132	30	with	with	ADP
geoplanning-15421	132	31	landslide	landslide	NOUN
geoplanning-15421	132	32	within	within	ADP
geoplanning-15421	132	33	class	class	NOUN
geoplanning-15421	132	34	n	n	PROPN
geoplanning-15421	132	35	of	of	ADP
geoplanning-15421	132	36	j	j	PROPN
geoplanning-15421	132	37	parameter	parameter	PROPN
geoplanning-15421	132	38	,	,	PUNCT
geoplanning-15421	132	39	pixel	pixel	PROPN
geoplanning-15421	132	40	(	(	PUNCT
geoplanning-15421	132	41	nm	nm	NOUN
geoplanning-15421	132	42	)	)	PUNCT
geoplanning-15421	132	43	number	number	NOUN
geoplanning-15421	132	44	of	of	ADP
geoplanning-15421	132	45	pixel	pixel	NOUN
geoplanning-15421	132	46	in	in	ADP
geoplanning-15421	132	47	class	class	NOUN
geoplanning-15421	132	48	n	n	PROPN
geoplanning-15421	132	49	of	of	ADP
geoplanning-15421	132	50	m	m	PROPN
geoplanning-15421	132	51	parameter	parameter	NOUN
geoplanning-15421	132	52	,	,	PUNCT
geoplanning-15421	132	53	σpnxl	σpnxl	PROPN
geoplanning-15421	132	54	total	total	ADJ
geoplanning-15421	132	55	pixel	pixel	NOUN
geoplanning-15421	132	56	of	of	ADP
geoplanning-15421	132	57	m	m	PROPN
geoplanning-15421	132	58	parameter	parameter	NOUN
geoplanning-15421	132	59	,	,	PUNCT
geoplanning-15421	132	60	and	and	CCONJ
geoplanning-15421	132	61	σpnx	σpnx	PROPN
geoplanning-15421	132	62	whole	whole	ADJ
geoplanning-15421	132	63	pixel	pixel	NOUN
geoplanning-15421	132	64	of	of	ADP
geoplanning-15421	132	65	the	the	DET
geoplanning-15421	132	66	area	area	NOUN
geoplanning-15421	132	67	.	.	PUNCT
geoplanning-15421	133	1	to	to	PART
geoplanning-15421	133	2	create	create	VERB
geoplanning-15421	133	3	an	an	DET
geoplanning-15421	133	4	index	index	NOUN
geoplanning-15421	133	5	susceptibility	susceptibility	NOUN
geoplanning-15421	133	6	to	to	ADP
geoplanning-15421	133	7	landslides	landslide	NOUN
geoplanning-15421	133	8	,	,	PUNCT
geoplanning-15421	133	9	all	all	DET
geoplanning-15421	133	10	causative	causative	ADJ
geoplanning-15421	133	11	factors	factor	NOUN
geoplanning-15421	133	12	were	be	AUX
geoplanning-15421	133	13	charted	chart	VERB
geoplanning-15421	133	14	in	in	ADP
geoplanning-15421	133	15	the	the	DET
geoplanning-15421	133	16	form	form	NOUN
geoplanning-15421	133	17	of	of	ADP
geoplanning-15421	133	18	raster	raster	NOUN
geoplanning-15421	133	19	maps	map	NOUN
geoplanning-15421	133	20	of	of	ADP
geoplanning-15421	133	21	the	the	DET
geoplanning-15421	133	22	value	value	NOUN
geoplanning-15421	133	23	fr	fr	NOUN
geoplanning-15421	133	24	then	then	ADV
geoplanning-15421	133	25	summed	sum	VERB
geoplanning-15421	133	26	by	by	ADP
geoplanning-15421	133	27	using	use	VERB
geoplanning-15421	133	28	equation	equation	NOUN
geoplanning-15421	133	29	(	(	PUNCT
geoplanning-15421	133	30	2	2	NUM
geoplanning-15421	133	31	)	)	PUNCT
geoplanning-15421	133	32	.	.	PUNCT
geoplanning-15421	134	1	lsi	lsi	PROPN
geoplanning-15421	134	2	=	=	PUNCT
geoplanning-15421	134	3	fr1	fr1	PROPN
geoplanning-15421	134	4	+	+	NUM
geoplanning-15421	134	5	fr2	fr2	PROPN
geoplanning-15421	134	6	+	+	CCONJ
geoplanning-15421	134	7	…	…	PUNCT
geoplanning-15421	134	8	+	+	NUM
geoplanning-15421	134	9	frn	frn	PROPN
geoplanning-15421	134	10	…	…	SYM
geoplanning-15421	134	11	…	…	PUNCT
geoplanning-15421	134	12	…	…	PUNCT
geoplanning-15421	134	13	…	…	PUNCT
geoplanning-15421	134	14	…	…	PUNCT
geoplanning-15421	134	15	…	…	PUNCT
geoplanning-15421	134	16	…	…	PUNCT
geoplanning-15421	134	17	…	…	PUNCT
geoplanning-15421	134	18	…	…	PUNCT
geoplanning-15421	134	19	……	……	NOUN
geoplanning-15421	134	20	……	……	NOUN
geoplanning-15421	134	21	……	……	NOUN
geoplanning-15421	134	22	……	……	NOUN
geoplanning-15421	134	23	……	……	NOUN
geoplanning-15421	134	24	……	……	NOUN
geoplanning-15421	134	25	.	.	PUNCT
geoplanning-15421	135	1	(	(	PUNCT
geoplanning-15421	135	2	2	2	X
geoplanning-15421	135	3	)	)	PUNCT
geoplanning-15421	135	4	where	where	SCONJ
geoplanning-15421	135	5	fr1	fr1	PROPN
geoplanning-15421	135	6	,	,	PUNCT
geoplanning-15421	135	7	fr2	fr2	PROPN
geoplanning-15421	135	8	,	,	PUNCT
geoplanning-15421	135	9	fr3	fr3	PROPN
geoplanning-15421	135	10	…	…	PUNCT
geoplanning-15421	135	11	frn	frn	PROPN
geoplanning-15421	135	12	is	be	AUX
geoplanning-15421	135	13	the	the	DET
geoplanning-15421	135	14	frequency	frequency	PROPN
geoplanning-15421	135	15	ratio	ratio	NOUN
geoplanning-15421	135	16	raster	raster	NOUN
geoplanning-15421	135	17	maps	map	NOUN
geoplanning-15421	135	18	of	of	ADP
geoplanning-15421	135	19	landslide	landslide	NOUN
geoplanning-15421	135	20	causative	causative	ADJ
geoplanning-15421	135	21	factors	factor	NOUN
geoplanning-15421	135	22	.	.	PUNCT
geoplanning-15421	136	1	2.3.2	2.3.2	X
geoplanning-15421	136	2	.	.	X
geoplanning-15421	136	3	logistic	logistic	ADJ
geoplanning-15421	136	4	regression	regression	NOUN
geoplanning-15421	136	5	logistic	logistic	ADJ
geoplanning-15421	136	6	regression	regression	NOUN
geoplanning-15421	136	7	resulted	result	VERB
geoplanning-15421	136	8	in	in	ADP
geoplanning-15421	136	9	landslide	landslide	NOUN
geoplanning-15421	136	10	susceptibility	susceptibility	NOUN
geoplanning-15421	136	11	index	index	NOUN
geoplanning-15421	136	12	.	.	PUNCT
geoplanning-15421	137	1	a	a	DET
geoplanning-15421	137	2	simple	simple	ADJ
geoplanning-15421	137	3	introduction	introduction	NOUN
geoplanning-15421	137	4	to	to	ADP
geoplanning-15421	137	5	logistic	logistic	ADJ
geoplanning-15421	137	6	regression	regression	NOUN
geoplanning-15421	137	7	available	available	ADJ
geoplanning-15421	137	8	in	in	ADP
geoplanning-15421	137	9	(	(	PUNCT
geoplanning-15421	137	10	chau	chau	NOUN
geoplanning-15421	137	11	&	&	CCONJ
geoplanning-15421	137	12	chan	chan	PROPN
geoplanning-15421	137	13	,	,	PUNCT
geoplanning-15421	137	14	2005	2005	NUM
geoplanning-15421	137	15	)	)	PUNCT
geoplanning-15421	137	16	which	which	PRON
geoplanning-15421	137	17	defines	define	VERB
geoplanning-15421	137	18	the	the	DET
geoplanning-15421	137	19	probability	probability	NOUN
geoplanning-15421	137	20	occurrence	occurrence	NOUN
geoplanning-15421	137	21	of	of	ADP
geoplanning-15421	137	22	landslides	landslide	NOUN
geoplanning-15421	137	23	divided	divide	VERB
geoplanning-15421	137	24	by	by	ADP
geoplanning-15421	137	25	the	the	DET
geoplanning-15421	137	26	probability	probability	NOUN
geoplanning-15421	137	27	of	of	ADP
geoplanning-15421	137	28	no	no	DET
geoplanning-15421	137	29	occurrence	occurrence	NOUN
geoplanning-15421	137	30	of	of	ADP
geoplanning-15421	137	31	landslides	landslide	NOUN
geoplanning-15421	137	32	.	.	PUNCT
geoplanning-15421	138	1	it	it	PRON
geoplanning-15421	138	2	is	be	AUX
geoplanning-15421	138	3	useful	useful	ADJ
geoplanning-15421	138	4	to	to	PART
geoplanning-15421	138	5	predict	predict	VERB
geoplanning-15421	138	6	the	the	DET
geoplanning-15421	138	7	presence	presence	NOUN
geoplanning-15421	138	8	or	or	CCONJ
geoplanning-15421	138	9	absence	absence	NOUN
geoplanning-15421	138	10	of	of	ADP
geoplanning-15421	138	11	a	a	DET
geoplanning-15421	138	12	characteristic	characteristic	ADJ
geoplanning-15421	138	13	or	or	CCONJ
geoplanning-15421	138	14	outcome	outcome	NOUN
geoplanning-15421	138	15	based	base	VERB
geoplanning-15421	138	16	on	on	ADP
geoplanning-15421	138	17	values	value	NOUN
geoplanning-15421	138	18	of	of	ADP
geoplanning-15421	138	19	a	a	DET
geoplanning-15421	138	20	set	set	NOUN
geoplanning-15421	138	21	of	of	ADP
geoplanning-15421	138	22	variable	variable	ADJ
geoplanning-15421	138	23	predictors	predictor	NOUN
geoplanning-15421	138	24	.	.	PUNCT
geoplanning-15421	139	1	generally	generally	ADV
geoplanning-15421	139	2	,	,	PUNCT
geoplanning-15421	139	3	in	in	ADP
geoplanning-15421	139	4	the	the	DET
geoplanning-15421	139	5	logistic	logistic	ADJ
geoplanning-15421	139	6	regression	regression	NOUN
geoplanning-15421	139	7	,	,	PUNCT
geoplanning-15421	139	8	spatial	spatial	ADJ
geoplanning-15421	139	9	prediction	prediction	NOUN
geoplanning-15421	139	10	can	can	AUX
geoplanning-15421	139	11	be	be	AUX
geoplanning-15421	139	12	modeled	model	VERB
geoplanning-15421	139	13	using	use	VERB
geoplanning-15421	139	14	the	the	DET
geoplanning-15421	139	15	independent	independent	NOUN
geoplanning-15421	139	16	and	and	CCONJ
geoplanning-15421	139	17	the	the	DET
geoplanning-15421	139	18	dependent	dependent	ADJ
geoplanning-15421	139	19	variables	variable	NOUN
geoplanning-15421	139	20	(	(	PUNCT
geoplanning-15421	139	21	shirzadi	shirzadi	NOUN
geoplanning-15421	139	22	et	et	PROPN
geoplanning-15421	139	23	al	al	PROPN
geoplanning-15421	139	24	.	.	PROPN
geoplanning-15421	139	25	,	,	PUNCT
geoplanning-15421	139	26	2012	2012	NUM
geoplanning-15421	139	27	)	)	PUNCT
geoplanning-15421	139	28	.	.	PUNCT
geoplanning-15421	140	1	it	it	PRON
geoplanning-15421	140	2	is	be	AUX
geoplanning-15421	140	3	useful	useful	ADJ
geoplanning-15421	140	4	when	when	SCONJ
geoplanning-15421	140	5	the	the	DET
geoplanning-15421	140	6	variable	variable	NOUN
geoplanning-15421	140	7	is	be	AUX
geoplanning-15421	140	8	a	a	DET
geoplanning-15421	140	9	binary	binary	NOUN
geoplanning-15421	140	10	or	or	CCONJ
geoplanning-15421	140	11	dichotomous	dichotomous	ADJ
geoplanning-15421	140	12	.	.	PUNCT
geoplanning-15421	141	1	variables	variable	NOUN
geoplanning-15421	141	2	can	can	AUX
geoplanning-15421	141	3	be	be	AUX
geoplanning-15421	141	4	continuous	continuous	ADJ
geoplanning-15421	141	5	,	,	PUNCT
geoplanning-15421	141	6	or	or	CCONJ
geoplanning-15421	141	7	discrete	discrete	ADJ
geoplanning-15421	141	8	,	,	PUNCT
geoplanning-15421	141	9	or	or	CCONJ
geoplanning-15421	141	10	a	a	DET
geoplanning-15421	141	11	combination	combination	NOUN
geoplanning-15421	141	12	of	of	ADP
geoplanning-15421	141	13	the	the	DET
geoplanning-15421	141	14	two	two	NUM
geoplanning-15421	141	15	types	type	NOUN
geoplanning-15421	141	16	and	and	CCONJ
geoplanning-15421	141	17	they	they	PRON
geoplanning-15421	141	18	do	do	AUX
geoplanning-15421	141	19	not	not	PART
geoplanning-15421	141	20	always	always	ADV
geoplanning-15421	141	21	have	have	VERB
geoplanning-15421	141	22	a	a	DET
geoplanning-15421	141	23	normal	normal	ADJ
geoplanning-15421	141	24	distribution	distribution	NOUN
geoplanning-15421	141	25	.	.	PUNCT
geoplanning-15421	142	1	the	the	DET
geoplanning-15421	142	2	probability	probability	NOUN
geoplanning-15421	142	3	of	of	ADP
geoplanning-15421	142	4	regression	regression	NOUN
geoplanning-15421	142	5	can	can	AUX
geoplanning-15421	142	6	be	be	AUX
geoplanning-15421	142	7	understood	understand	VERB
geoplanning-15421	142	8	as	as	ADP
geoplanning-15421	142	9	the	the	DET
geoplanning-15421	142	10	possibility	possibility	NOUN
geoplanning-15421	142	11	of	of	ADP
geoplanning-15421	142	12	state	state	NOUN
geoplanning-15421	142	13	dependent	dependent	ADJ
geoplanning-15421	142	14	variables	variable	NOUN
geoplanning-15421	142	15	.	.	PUNCT
geoplanning-15421	143	1	data	datum	NOUN
geoplanning-15421	143	2	analysis	analysis	NOUN
geoplanning-15421	143	3	created	create	VERB
geoplanning-15421	143	4	iteration	iteration	NOUN
geoplanning-15421	143	5	in	in	ADP
geoplanning-15421	143	6	ten	ten	NUM
geoplanning-15421	143	7	tests	test	NOUN
geoplanning-15421	143	8	using	use	VERB
geoplanning-15421	143	9	equal	equal	ADJ
geoplanning-15421	143	10	data	datum	NOUN
geoplanning-15421	143	11	of	of	ADP
geoplanning-15421	143	12	landslide	landslide	NOUN
geoplanning-15421	143	13	and	and	CCONJ
geoplanning-15421	143	14	no	no	DET
geoplanning-15421	143	15	landslide	landslide	NOUN
geoplanning-15421	143	16	.	.	PUNCT
geoplanning-15421	144	1	using	use	VERB
geoplanning-15421	144	2	an	an	DET
geoplanning-15421	144	3	equal	equal	ADJ
geoplanning-15421	144	4	data	datum	NOUN
geoplanning-15421	144	5	of	of	ADP
geoplanning-15421	144	6	occurrence	occurrence	NOUN
geoplanning-15421	144	7	of	of	ADP
geoplanning-15421	144	8	landslide	landslide	NOUN
geoplanning-15421	144	9	and	and	CCONJ
geoplanning-15421	144	10	no	no	DET
geoplanning-15421	144	11	landslide	landslide	NOUN
geoplanning-15421	144	12	will	will	AUX
geoplanning-15421	144	13	result	result	VERB
geoplanning-15421	144	14	better	well	ADV
geoplanning-15421	144	15	and	and	CCONJ
geoplanning-15421	144	16	fair	fair	ADJ
geoplanning-15421	144	17	for	for	ADP
geoplanning-15421	144	18	logistic	logistic	ADJ
geoplanning-15421	144	19	regression	regression	NOUN
geoplanning-15421	144	20	analysis	analysis	NOUN
geoplanning-15421	144	21	(	(	PUNCT
geoplanning-15421	144	22	rasyid	rasyid	NOUN
geoplanning-15421	144	23	et	et	NOUN
geoplanning-15421	144	24	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	144	25	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	VERB
geoplanning-15421	144	26	soma	soma	NOUN
geoplanning-15421	144	27	and	and	CCONJ
geoplanning-15421	144	28	kubota	kubota	NOUN
geoplanning-15421	144	29	/	/	PUNCT
geoplanning-15421	144	30	geoplanning	geoplanning	NOUN
geoplanning-15421	144	31	:	:	PUNCT
geoplanning-15421	144	32	journal	journal	NOUN
geoplanning-15421	144	33	of	of	ADP
geoplanning-15421	144	34	geomatics	geomatics	PROPN
geoplanning-15421	144	35	and	and	CCONJ
geoplanning-15421	144	36	planning	planning	NOUN
geoplanning-15421	144	37	,	,	PUNCT
geoplanning-15421	144	38	vol	vol	NOUN
geoplanning-15421	144	39	4	4	NUM
geoplanning-15421	144	40	,	,	PUNCT
geoplanning-15421	144	41	no	no	INTJ
geoplanning-15421	144	42	.	.	NOUN
geoplanning-15421	144	43	2	2	NUM
geoplanning-15421	144	44	,	,	PUNCT
geoplanning-15421	144	45	2017	2017	NUM
geoplanning-15421	144	46	,	,	PUNCT
geoplanning-15421	144	47	157	157	NUM
geoplanning-15421	144	48	-	-	SYM
geoplanning-15421	144	49	170	170	NUM
geoplanning-15421	144	50	doi	doi	NOUN
geoplanning-15421	144	51	:	:	PUNCT
geoplanning-15421	144	52	10.14710	10.14710	NUM
geoplanning-15421	144	53	/	/	SYM
geoplanning-15421	144	54	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	144	55	-	-	SYM
geoplanning-15421	144	56	170	170	NUM
geoplanning-15421	145	1	|	|	NOUN
geoplanning-15421	145	2	163	163	NUM
geoplanning-15421	145	3	al	al	PROPN
geoplanning-15421	145	4	.	.	PROPN
geoplanning-15421	145	5	,	,	PUNCT
geoplanning-15421	145	6	2016	2016	NUM
geoplanning-15421	145	7	)	)	PUNCT
geoplanning-15421	145	8	.	.	PUNCT
geoplanning-15421	146	1	they	they	PRON
geoplanning-15421	146	2	were	be	AUX
geoplanning-15421	146	3	restricted	restrict	VERB
geoplanning-15421	146	4	to	to	PART
geoplanning-15421	146	5	fall	fall	VERB
geoplanning-15421	146	6	within	within	ADP
geoplanning-15421	146	7	a	a	DET
geoplanning-15421	146	8	range	range	NOUN
geoplanning-15421	146	9	of	of	ADP
geoplanning-15421	146	10	values	value	NOUN
geoplanning-15421	146	11	from	from	ADP
geoplanning-15421	146	12	0	0	NUM
geoplanning-15421	146	13	to	to	ADP
geoplanning-15421	146	14	1	1	NUM
geoplanning-15421	146	15	(	(	PUNCT
geoplanning-15421	146	16	xu	xu	INTJ
geoplanning-15421	146	17	et	et	PROPN
geoplanning-15421	146	18	al	al	PROPN
geoplanning-15421	146	19	.	.	PROPN
geoplanning-15421	146	20	,	,	PUNCT
geoplanning-15421	146	21	2013	2013	NUM
geoplanning-15421	146	22	)	)	PUNCT
geoplanning-15421	146	23	.	.	PUNCT
geoplanning-15421	147	1	the	the	DET
geoplanning-15421	147	2	value	value	NOUN
geoplanning-15421	147	3	of	of	ADP
geoplanning-15421	147	4	zero	zero	NUM
geoplanning-15421	147	5	shows	show	VERB
geoplanning-15421	147	6	probability	probability	NOUN
geoplanning-15421	147	7	of	of	ADP
geoplanning-15421	147	8	0	0	NUM
geoplanning-15421	147	9	%	%	NOUN
geoplanning-15421	147	10	landslide	landslide	NOUN
geoplanning-15421	147	11	occurrences	occurrence	NOUN
geoplanning-15421	147	12	,	,	PUNCT
geoplanning-15421	147	13	and	and	CCONJ
geoplanning-15421	147	14	one	one	NUM
geoplanning-15421	147	15	shows	show	VERB
geoplanning-15421	147	16	a	a	DET
geoplanning-15421	147	17	100	100	NUM
geoplanning-15421	147	18	%	%	NOUN
geoplanning-15421	147	19	probability	probability	NOUN
geoplanning-15421	147	20	(	(	PUNCT
geoplanning-15421	147	21	dai	dai	PROPN
geoplanning-15421	147	22	et	et	PROPN
geoplanning-15421	147	23	al	al	PROPN
geoplanning-15421	147	24	.	.	PROPN
geoplanning-15421	147	25	,	,	PUNCT
geoplanning-15421	147	26	2004	2004	NUM
geoplanning-15421	147	27	)	)	PUNCT
geoplanning-15421	147	28	.	.	PUNCT
geoplanning-15421	148	1	the	the	DET
geoplanning-15421	148	2	logistic	logistic	ADJ
geoplanning-15421	148	3	regression	regression	NOUN
geoplanning-15421	148	4	followed	follow	VERB
geoplanning-15421	148	5	on	on	ADP
geoplanning-15421	148	6	logistic	logistic	ADJ
geoplanning-15421	148	7	function	function	NOUN
geoplanning-15421	148	8	–	–	PUNCT
geoplanning-15421	148	9	z	z	VERB
geoplanning-15421	148	10	expressed	express	VERB
geoplanning-15421	148	11	by	by	ADP
geoplanning-15421	148	12	the	the	DET
geoplanning-15421	148	13	equation	equation	NOUN
geoplanning-15421	148	14	(	(	PUNCT
geoplanning-15421	148	15	3	3	NUM
geoplanning-15421	148	16	)	)	PUNCT
geoplanning-15421	148	17	.	.	PUNCT
geoplanning-15421	149	1	…	…	PUNCT
geoplanning-15421	149	2	…	…	PUNCT
geoplanning-15421	149	3	…	…	PUNCT
geoplanning-15421	149	4	…	…	PUNCT
geoplanning-15421	149	5	…	…	PUNCT
geoplanning-15421	149	6	…	…	PUNCT
geoplanning-15421	149	7	…	…	PUNCT
geoplanning-15421	149	8	…	…	PUNCT
geoplanning-15421	149	9	…	…	PUNCT
geoplanning-15421	149	10	……	……	NOUN
geoplanning-15421	149	11	……	……	NOUN
geoplanning-15421	149	12	……	……	NOUN
geoplanning-15421	149	13	……	……	NOUN
geoplanning-15421	149	14	……	……	NOUN
geoplanning-15421	149	15	……	……	NOUN
geoplanning-15421	149	16	……	……	NOUN
geoplanning-15421	149	17	.	.	PUNCT
geoplanning-15421	150	1	(	(	PUNCT
geoplanning-15421	150	2	3	3	X
geoplanning-15421	150	3	)	)	PUNCT
geoplanning-15421	150	4	z	z	NOUN
geoplanning-15421	150	5	=	=	SYM
geoplanning-15421	150	6	c0	c0	NOUN
geoplanning-15421	150	7	+	+	CCONJ
geoplanning-15421	150	8	c1cf1	c1cf1	NOUN
geoplanning-15421	150	9	+	+	CCONJ
geoplanning-15421	150	10	c2cf2	c2cf2	ADJ
geoplanning-15421	150	11	+	+	CCONJ
geoplanning-15421	150	12	…	…	PUNCT
geoplanning-15421	150	13	+	+	CCONJ
geoplanning-15421	150	14	cncfn	cncfn	ADJ
geoplanning-15421	150	15	…	…	PUNCT
geoplanning-15421	150	16	…	…	PUNCT
geoplanning-15421	150	17	…	…	PUNCT
geoplanning-15421	150	18	…	…	PUNCT
geoplanning-15421	150	19	…	…	PUNCT
geoplanning-15421	150	20	…	…	PUNCT
geoplanning-15421	150	21	…	…	PUNCT
geoplanning-15421	150	22	…	…	PUNCT
geoplanning-15421	150	23	…	…	PUNCT
geoplanning-15421	150	24	……	……	NOUN
geoplanning-15421	150	25	……	……	NOUN
geoplanning-15421	150	26	……	……	NOUN
geoplanning-15421	150	27	……	……	NOUN
geoplanning-15421	150	28	……	……	NOUN
geoplanning-15421	150	29	……	……	NOUN
geoplanning-15421	150	30	.	.	PUNCT
geoplanning-15421	151	1	(	(	PUNCT
geoplanning-15421	151	2	4	4	NUM
geoplanning-15421	151	3	)	)	PUNCT
geoplanning-15421	151	4	where	where	SCONJ
geoplanning-15421	151	5	p	p	NOUN
geoplanning-15421	151	6	is	be	AUX
geoplanning-15421	151	7	the	the	DET
geoplanning-15421	151	8	probability	probability	NOUN
geoplanning-15421	151	9	of	of	ADP
geoplanning-15421	151	10	landslide	landslide	NOUN
geoplanning-15421	151	11	occurrence	occurrence	NOUN
geoplanning-15421	151	12	that	that	PRON
geoplanning-15421	151	13	estimated	estimate	VERB
geoplanning-15421	151	14	values	value	NOUN
geoplanning-15421	151	15	varying	vary	VERB
geoplanning-15421	151	16	from	from	ADP
geoplanning-15421	151	17	0	0	NUM
geoplanning-15421	151	18	to	to	PART
geoplanning-15421	151	19	1	1	NUM
geoplanning-15421	151	20	.	.	PUNCT
geoplanning-15421	152	1	variable	variable	ADJ
geoplanning-15421	152	2	z	z	PROPN
geoplanning-15421	152	3	is	be	AUX
geoplanning-15421	152	4	landslide	landslide	NOUN
geoplanning-15421	152	5	causative	causative	ADJ
geoplanning-15421	152	6	factor	factor	NOUN
geoplanning-15421	152	7	and	and	CCONJ
geoplanning-15421	152	8	is	be	AUX
geoplanning-15421	152	9	assumed	assume	VERB
geoplanning-15421	152	10	as	as	ADP
geoplanning-15421	152	11	a	a	DET
geoplanning-15421	152	12	linear	linear	ADJ
geoplanning-15421	152	13	combination	combination	NOUN
geoplanning-15421	152	14	of	of	ADP
geoplanning-15421	152	15	the	the	DET
geoplanning-15421	152	16	causative	causative	ADJ
geoplanning-15421	152	17	factors	factor	NOUN
geoplanning-15421	152	18	xi	xi	X
geoplanning-15421	153	1	(	(	PUNCT
geoplanning-15421	153	2	i	i	NOUN
geoplanning-15421	153	3	=	=	NOUN
geoplanning-15421	153	4	1,2,	1,2,	NUM
geoplanning-15421	153	5	…	…	SYM
geoplanning-15421	153	6	n	n	CCONJ
geoplanning-15421	153	7	)	)	PUNCT
geoplanning-15421	153	8	.	.	PUNCT
geoplanning-15421	154	1	moreover	moreover	ADV
geoplanning-15421	154	2	,	,	PUNCT
geoplanning-15421	154	3	z	z	NOUN
geoplanning-15421	154	4	calculates	calculate	VERB
geoplanning-15421	154	5	using	use	VERB
geoplanning-15421	154	6	equation	equation	NOUN
geoplanning-15421	154	7	(	(	PUNCT
geoplanning-15421	154	8	4	4	NUM
geoplanning-15421	154	9	)	)	PUNCT
geoplanning-15421	154	10	.	.	PUNCT
geoplanning-15421	155	1	c0	c0	PROPN
geoplanning-15421	155	2	is	be	AUX
geoplanning-15421	155	3	the	the	DET
geoplanning-15421	155	4	intercept	intercept	NOUN
geoplanning-15421	155	5	,	,	PUNCT
geoplanning-15421	155	6	and	and	CCONJ
geoplanning-15421	155	7	c1	c1	PROPN
geoplanning-15421	155	8	,	,	PUNCT
geoplanning-15421	155	9	c2	c2	PROPN
geoplanning-15421	155	10	,	,	PUNCT
geoplanning-15421	155	11	...	...	PUNCT
geoplanning-15421	155	12	,	,	PUNCT
geoplanning-15421	155	13	cn	cn	PROPN
geoplanning-15421	155	14	are	be	AUX
geoplanning-15421	155	15	coefficient	coefficient	NOUN
geoplanning-15421	155	16	,	,	PUNCT
geoplanning-15421	155	17	which	which	PRON
geoplanning-15421	155	18	measures	measure	VERB
geoplanning-15421	155	19	the	the	DET
geoplanning-15421	155	20	contribution	contribution	NOUN
geoplanning-15421	155	21	of	of	ADP
geoplanning-15421	155	22	independent	independent	ADJ
geoplanning-15421	155	23	factors	factor	NOUN
geoplanning-15421	155	24	(	(	PUNCT
geoplanning-15421	155	25	cf1	cf1	NOUN
geoplanning-15421	155	26	,	,	PUNCT
geoplanning-15421	155	27	cf2	cf2	ADJ
geoplanning-15421	155	28	,	,	PUNCT
geoplanning-15421	155	29	.	.	PUNCT
geoplanning-15421	155	30	.	.	PUNCT
geoplanning-15421	156	1	.	.	PUNCT
geoplanning-15421	156	2	,	,	PUNCT
geoplanning-15421	156	3	cfn	cfn	NOUN
geoplanning-15421	156	4	)	)	PUNCT
geoplanning-15421	156	5	to	to	ADP
geoplanning-15421	156	6	the	the	DET
geoplanning-15421	156	7	variations	variation	NOUN
geoplanning-15421	156	8	in	in	ADP
geoplanning-15421	156	9	z.	z.	PROPN
geoplanning-15421	156	10	2.4	2.4	NUM
geoplanning-15421	156	11	.	.	PUNCT
geoplanning-15421	157	1	validation	validation	NOUN
geoplanning-15421	157	2	and	and	CCONJ
geoplanning-15421	157	3	verification	verification	NOUN
geoplanning-15421	157	4	in	in	ADP
geoplanning-15421	157	5	addition	addition	NOUN
geoplanning-15421	157	6	to	to	ADP
geoplanning-15421	157	7	a	a	DET
geoplanning-15421	157	8	decrease	decrease	NOUN
geoplanning-15421	157	9	in	in	ADP
geoplanning-15421	157	10	prediction	prediction	NOUN
geoplanning-15421	157	11	of	of	ADP
geoplanning-15421	157	12	accuracy	accuracy	NOUN
geoplanning-15421	157	13	and	and	CCONJ
geoplanning-15421	157	14	probability	probability	NOUN
geoplanning-15421	157	15	,	,	PUNCT
geoplanning-15421	157	16	validation	validation	NOUN
geoplanning-15421	157	17	can	can	AUX
geoplanning-15421	157	18	improve	improve	VERB
geoplanning-15421	157	19	the	the	DET
geoplanning-15421	157	20	reliability	reliability	NOUN
geoplanning-15421	157	21	.	.	PUNCT
geoplanning-15421	158	1	during	during	ADP
geoplanning-15421	158	2	the	the	DET
geoplanning-15421	158	3	modeling	modeling	NOUN
geoplanning-15421	158	4	predictions	prediction	NOUN
geoplanning-15421	158	5	,	,	PUNCT
geoplanning-15421	158	6	the	the	DET
geoplanning-15421	158	7	most	most	ADV
geoplanning-15421	158	8	important	important	ADJ
geoplanning-15421	158	9	and	and	CCONJ
geoplanning-15421	158	10	critical	critical	ADJ
geoplanning-15421	158	11	component	component	NOUN
geoplanning-15421	158	12	is	be	AUX
geoplanning-15421	158	13	to	to	PART
geoplanning-15421	158	14	carry	carry	VERB
geoplanning-15421	158	15	out	out	ADP
geoplanning-15421	158	16	the	the	DET
geoplanning-15421	158	17	validation	validation	NOUN
geoplanning-15421	158	18	of	of	ADP
geoplanning-15421	158	19	the	the	DET
geoplanning-15421	158	20	results	result	NOUN
geoplanning-15421	158	21	of	of	ADP
geoplanning-15421	158	22	prediction	prediction	NOUN
geoplanning-15421	158	23	(	(	PUNCT
geoplanning-15421	158	24	chung	chung	PROPN
geoplanning-15421	158	25	&	&	CCONJ
geoplanning-15421	158	26	fabbri	fabbri	NOUN
geoplanning-15421	158	27	,	,	PUNCT
geoplanning-15421	158	28	2003	2003	NUM
geoplanning-15421	158	29	)	)	PUNCT
geoplanning-15421	158	30	.	.	PUNCT
geoplanning-15421	159	1	in	in	ADP
geoplanning-15421	159	2	this	this	DET
geoplanning-15421	159	3	study	study	NOUN
geoplanning-15421	159	4	,	,	PUNCT
geoplanning-15421	159	5	the	the	DET
geoplanning-15421	159	6	landslide	landslide	NOUN
geoplanning-15421	159	7	inventories	inventory	NOUN
geoplanning-15421	159	8	were	be	AUX
geoplanning-15421	159	9	divided	divide	VERB
geoplanning-15421	159	10	into	into	ADP
geoplanning-15421	159	11	two	two	NUM
geoplanning-15421	159	12	parts	part	NOUN
geoplanning-15421	159	13	;	;	PUNCT
geoplanning-15421	159	14	one	one	NUM
geoplanning-15421	159	15	for	for	ADP
geoplanning-15421	159	16	training	training	NOUN
geoplanning-15421	159	17	and	and	CCONJ
geoplanning-15421	159	18	the	the	DET
geoplanning-15421	159	19	other	other	ADJ
geoplanning-15421	159	20	for	for	ADP
geoplanning-15421	159	21	validation	validation	NOUN
geoplanning-15421	159	22	.	.	PUNCT
geoplanning-15421	160	1	this	this	DET
geoplanning-15421	160	2	study	study	NOUN
geoplanning-15421	160	3	used	use	VERB
geoplanning-15421	160	4	a	a	DET
geoplanning-15421	160	5	2,873	2,873	NUM
geoplanning-15421	160	6	pixel	pixel	NOUN
geoplanning-15421	160	7	(	(	PUNCT
geoplanning-15421	160	8	70	70	NUM
geoplanning-15421	160	9	%	%	NOUN
geoplanning-15421	160	10	)	)	PUNCT
geoplanning-15421	160	11	inventories	inventory	NOUN
geoplanning-15421	160	12	landslides	landslide	VERB
geoplanning-15421	160	13	to	to	PART
geoplanning-15421	160	14	produce	produce	VERB
geoplanning-15421	160	15	models	model	NOUN
geoplanning-15421	160	16	and	and	CCONJ
geoplanning-15421	160	17	1,230	1,230	NUM
geoplanning-15421	160	18	(	(	PUNCT
geoplanning-15421	160	19	30	30	NUM
geoplanning-15421	160	20	%	%	NOUN
geoplanning-15421	160	21	)	)	PUNCT
geoplanning-15421	160	22	of	of	ADP
geoplanning-15421	160	23	pixels	pixel	NOUN
geoplanning-15421	160	24	for	for	ADP
geoplanning-15421	160	25	validation	validation	NOUN
geoplanning-15421	160	26	.	.	PUNCT
geoplanning-15421	161	1	the	the	DET
geoplanning-15421	161	2	fundamental	fundamental	ADJ
geoplanning-15421	161	3	assumptions	assumption	NOUN
geoplanning-15421	161	4	election	election	NOUN
geoplanning-15421	161	5	landslide	landslide	NOUN
geoplanning-15421	161	6	of	of	ADP
geoplanning-15421	161	7	data	datum	NOUN
geoplanning-15421	161	8	for	for	ADP
geoplanning-15421	161	9	training	training	NOUN
geoplanning-15421	161	10	and	and	CCONJ
geoplanning-15421	161	11	validation	validation	NOUN
geoplanning-15421	161	12	of	of	ADP
geoplanning-15421	161	13	the	the	DET
geoplanning-15421	161	14	model	model	NOUN
geoplanning-15421	161	15	was	be	AUX
geoplanning-15421	161	16	randomly	randomly	ADV
geoplanning-15421	161	17	taken	take	VERB
geoplanning-15421	161	18	on	on	ADP
geoplanning-15421	161	19	each	each	DET
geoplanning-15421	161	20	part	part	NOUN
geoplanning-15421	161	21	of	of	ADP
geoplanning-15421	161	22	landslide	landslide	NOUN
geoplanning-15421	161	23	occurrence	occurrence	NOUN
geoplanning-15421	161	24	in	in	ADP
geoplanning-15421	161	25	the	the	DET
geoplanning-15421	161	26	area	area	NOUN
geoplanning-15421	161	27	of	of	ADP
geoplanning-15421	161	28	research	research	NOUN
geoplanning-15421	161	29	and	and	CCONJ
geoplanning-15421	161	30	also	also	ADV
geoplanning-15421	161	31	based	base	VERB
geoplanning-15421	161	32	on	on	ADP
geoplanning-15421	161	33	the	the	DET
geoplanning-15421	161	34	representation	representation	NOUN
geoplanning-15421	161	35	of	of	ADP
geoplanning-15421	161	36	the	the	DET
geoplanning-15421	161	37	landslide	landslide	NOUN
geoplanning-15421	161	38	area	area	NOUN
geoplanning-15421	161	39	.	.	PUNCT
geoplanning-15421	162	1	to	to	PART
geoplanning-15421	162	2	illustrate	illustrate	VERB
geoplanning-15421	162	3	the	the	DET
geoplanning-15421	162	4	procedure	procedure	NOUN
geoplanning-15421	162	5	,	,	PUNCT
geoplanning-15421	162	6	a	a	DET
geoplanning-15421	162	7	small	small	ADJ
geoplanning-15421	162	8	portion	portion	NOUN
geoplanning-15421	162	9	of	of	ADP
geoplanning-15421	162	10	the	the	DET
geoplanning-15421	162	11	landslide	landslide	NOUN
geoplanning-15421	162	12	-	-	PUNCT
geoplanning-15421	162	13	prone	prone	ADJ
geoplanning-15421	162	14	areas	area	NOUN
geoplanning-15421	162	15	was	be	AUX
geoplanning-15421	162	16	selected	select	VERB
geoplanning-15421	162	17	as	as	ADP
geoplanning-15421	162	18	the	the	DET
geoplanning-15421	162	19	data	datum	NOUN
geoplanning-15421	162	20	for	for	ADP
geoplanning-15421	162	21	validation	validation	NOUN
geoplanning-15421	162	22	.	.	PUNCT
geoplanning-15421	163	1	size	size	NOUN
geoplanning-15421	163	2	,	,	PUNCT
geoplanning-15421	163	3	area	area	NOUN
geoplanning-15421	163	4	,	,	PUNCT
geoplanning-15421	163	5	depth	depth	NOUN
geoplanning-15421	163	6	of	of	ADP
geoplanning-15421	163	7	landslides	landslide	NOUN
geoplanning-15421	163	8	and	and	CCONJ
geoplanning-15421	163	9	distribution	distribution	NOUN
geoplanning-15421	163	10	significantly	significantly	ADV
geoplanning-15421	163	11	varies	vary	VERB
geoplanning-15421	163	12	from	from	ADP
geoplanning-15421	163	13	place	place	NOUN
geoplanning-15421	163	14	to	to	ADP
geoplanning-15421	163	15	place	place	NOUN
geoplanning-15421	163	16	.	.	PUNCT
geoplanning-15421	164	1	also	also	ADV
geoplanning-15421	164	2	,	,	PUNCT
geoplanning-15421	164	3	we	we	PRON
geoplanning-15421	164	4	used	use	VERB
geoplanning-15421	164	5	the	the	DET
geoplanning-15421	164	6	roc	roc	PROPN
geoplanning-15421	164	7	curve	curve	NOUN
geoplanning-15421	164	8	to	to	PART
geoplanning-15421	164	9	plot	plot	VERB
geoplanning-15421	164	10	predicted	predict	VERB
geoplanning-15421	164	11	probabilities	probability	NOUN
geoplanning-15421	164	12	in	in	ADP
geoplanning-15421	164	13	order	order	NOUN
geoplanning-15421	164	14	to	to	PART
geoplanning-15421	164	15	understand	understand	VERB
geoplanning-15421	164	16	the	the	DET
geoplanning-15421	164	17	problem	problem	NOUN
geoplanning-15421	164	18	of	of	ADP
geoplanning-15421	164	19	accuracy	accuracy	NOUN
geoplanning-15421	164	20	,	,	PUNCT
geoplanning-15421	164	21	selection	selection	NOUN
geoplanning-15421	164	22	criteria	criterion	NOUN
geoplanning-15421	164	23	,	,	PUNCT
geoplanning-15421	164	24	and	and	CCONJ
geoplanning-15421	164	25	interpretation	interpretation	NOUN
geoplanning-15421	164	26	.	.	PUNCT
geoplanning-15421	165	1	for	for	ADP
geoplanning-15421	165	2	validating	validate	VERB
geoplanning-15421	165	3	the	the	DET
geoplanning-15421	165	4	landslide	landslide	NOUN
geoplanning-15421	165	5	susceptibility	susceptibility	NOUN
geoplanning-15421	165	6	map	map	NOUN
geoplanning-15421	165	7	,	,	PUNCT
geoplanning-15421	165	8	auc	auc	ADJ
geoplanning-15421	165	9	curve	curve	NOUN
geoplanning-15421	165	10	was	be	AUX
geoplanning-15421	165	11	used	use	VERB
geoplanning-15421	165	12	as	as	ADP
geoplanning-15421	165	13	a	a	DET
geoplanning-15421	165	14	measure	measure	NOUN
geoplanning-15421	165	15	of	of	ADP
geoplanning-15421	165	16	overall	overall	ADJ
geoplanning-15421	165	17	fit	fit	ADJ
geoplanning-15421	165	18	and	and	CCONJ
geoplanning-15421	165	19	comparison	comparison	NOUN
geoplanning-15421	165	20	of	of	ADP
geoplanning-15421	165	21	modeled	model	VERB
geoplanning-15421	165	22	prediction	prediction	NOUN
geoplanning-15421	165	23	.	.	PUNCT
geoplanning-15421	166	1	the	the	DET
geoplanning-15421	166	2	area	area	NOUN
geoplanning-15421	166	3	determines	determine	VERB
geoplanning-15421	166	4	the	the	DET
geoplanning-15421	166	5	success	success	NOUN
geoplanning-15421	166	6	rate	rate	NOUN
geoplanning-15421	166	7	under	under	ADP
geoplanning-15421	166	8	the	the	DET
geoplanning-15421	166	9	curve	curve	NOUN
geoplanning-15421	166	10	(	(	PUNCT
geoplanning-15421	166	11	auc	auc	NOUN
geoplanning-15421	166	12	)	)	PUNCT
geoplanning-15421	166	13	of	of	ADP
geoplanning-15421	166	14	the	the	DET
geoplanning-15421	166	15	training	training	NOUN
geoplanning-15421	166	16	data	datum	NOUN
geoplanning-15421	166	17	set	set	VERB
geoplanning-15421	166	18	,	,	PUNCT
geoplanning-15421	166	19	and	and	CCONJ
geoplanning-15421	166	20	predictable	predictable	ADJ
geoplanning-15421	166	21	level	level	NOUN
geoplanning-15421	166	22	calculated	calculate	VERB
geoplanning-15421	166	23	from	from	ADP
geoplanning-15421	166	24	the	the	DET
geoplanning-15421	166	25	auc	auc	NOUN
geoplanning-15421	166	26	of	of	ADP
geoplanning-15421	166	27	the	the	DET
geoplanning-15421	166	28	validation	validation	NOUN
geoplanning-15421	166	29	dataset	dataset	NOUN
geoplanning-15421	166	30	.	.	PUNCT
geoplanning-15421	167	1	roc	roc	PROPN
geoplanning-15421	167	2	curves	curve	NOUN
geoplanning-15421	167	3	were	be	AUX
geoplanning-15421	167	4	used	use	VERB
geoplanning-15421	167	5	to	to	PART
geoplanning-15421	167	6	evaluate	evaluate	VERB
geoplanning-15421	167	7	the	the	DET
geoplanning-15421	167	8	predictive	predictive	ADJ
geoplanning-15421	167	9	accuracy	accuracy	NOUN
geoplanning-15421	167	10	of	of	ADP
geoplanning-15421	167	11	the	the	DET
geoplanning-15421	167	12	model	model	NOUN
geoplanning-15421	167	13	selected	select	VERB
geoplanning-15421	167	14	in	in	ADP
geoplanning-15421	167	15	the	the	DET
geoplanning-15421	167	16	statistical	statistical	ADJ
geoplanning-15421	167	17	approach	approach	NOUN
geoplanning-15421	167	18	,	,	PUNCT
geoplanning-15421	167	19	such	such	ADJ
geoplanning-15421	167	20	as	as	ADP
geoplanning-15421	167	21	logistic	logistic	ADJ
geoplanning-15421	167	22	regression	regression	NOUN
geoplanning-15421	167	23	(	(	PUNCT
geoplanning-15421	167	24	gorsevski	gorsevski	PROPN
geoplanning-15421	167	25	et	et	PROPN
geoplanning-15421	167	26	al	al	PROPN
geoplanning-15421	167	27	.	.	PROPN
geoplanning-15421	167	28	,	,	PUNCT
geoplanning-15421	167	29	2006	2006	NUM
geoplanning-15421	167	30	)	)	PUNCT
geoplanning-15421	167	31	.	.	PUNCT
geoplanning-15421	168	1	the	the	DET
geoplanning-15421	168	2	auc	auc	NOUN
geoplanning-15421	168	3	obtained	obtain	VERB
geoplanning-15421	168	4	from	from	ADP
geoplanning-15421	168	5	the	the	DET
geoplanning-15421	168	6	roc	roc	PROPN
geoplanning-15421	168	7	plot	plot	NOUN
geoplanning-15421	168	8	statistics	statistic	NOUN
geoplanning-15421	168	9	is	be	AUX
geoplanning-15421	168	10	the	the	DET
geoplanning-15421	168	11	most	most	ADV
geoplanning-15421	168	12	preferred	preferred	ADJ
geoplanning-15421	168	13	type	type	NOUN
geoplanning-15421	168	14	that	that	PRON
geoplanning-15421	168	15	can	can	AUX
geoplanning-15421	168	16	influence	influence	VERB
geoplanning-15421	168	17	rating	rating	NOUN
geoplanning-15421	168	18	(	(	PUNCT
geoplanning-15421	168	19	akgun	akgun	NOUN
geoplanning-15421	168	20	et	et	PROPN
geoplanning-15421	168	21	al	al	PROPN
geoplanning-15421	168	22	.	.	PROPN
geoplanning-15421	168	23	,	,	PUNCT
geoplanning-15421	168	24	2012	2012	NUM
geoplanning-15421	168	25	)	)	PUNCT
geoplanning-15421	168	26	.	.	PUNCT
geoplanning-15421	169	1	predicted	predict	VERB
geoplanning-15421	169	2	probabilities	probability	NOUN
geoplanning-15421	169	3	generated	generate	VERB
geoplanning-15421	169	4	by	by	ADP
geoplanning-15421	169	5	logistic	logistic	ADJ
geoplanning-15421	169	6	regression	regression	NOUN
geoplanning-15421	169	7	can	can	AUX
geoplanning-15421	169	8	be	be	AUX
geoplanning-15421	169	9	seen	see	VERB
geoplanning-15421	169	10	as	as	ADP
geoplanning-15421	169	11	an	an	DET
geoplanning-15421	169	12	indicator	indicator	NOUN
geoplanning-15421	169	13	to	to	PART
geoplanning-15421	169	14	be	be	AUX
geoplanning-15421	169	15	continuously	continuously	ADV
geoplanning-15421	169	16	compared	compare	VERB
geoplanning-15421	169	17	with	with	ADP
geoplanning-15421	169	18	a	a	DET
geoplanning-15421	169	19	binary	binary	ADJ
geoplanning-15421	169	20	response	response	NOUN
geoplanning-15421	169	21	variable	variable	NOUN
geoplanning-15421	169	22	observed	observe	VERB
geoplanning-15421	169	23	.	.	PUNCT
geoplanning-15421	170	1	in	in	ADP
geoplanning-15421	170	2	this	this	DET
geoplanning-15421	170	3	study	study	NOUN
geoplanning-15421	170	4	,	,	PUNCT
geoplanning-15421	170	5	the	the	DET
geoplanning-15421	170	6	validation	validation	NOUN
geoplanning-15421	170	7	process	process	NOUN
geoplanning-15421	170	8	further	far	ADV
geoplanning-15421	170	9	demonstrates	demonstrate	VERB
geoplanning-15421	170	10	the	the	DET
geoplanning-15421	170	11	level	level	NOUN
geoplanning-15421	170	12	of	of	ADP
geoplanning-15421	170	13	accuracy	accuracy	NOUN
geoplanning-15421	170	14	of	of	ADP
geoplanning-15421	170	15	landslide	landslide	NOUN
geoplanning-15421	170	16	susceptibility	susceptibility	NOUN
geoplanning-15421	170	17	map	map	NOUN
geoplanning-15421	170	18	to	to	PART
geoplanning-15421	170	19	calculate	calculate	VERB
geoplanning-15421	170	20	the	the	DET
geoplanning-15421	170	21	ratio	ratio	NOUN
geoplanning-15421	170	22	of	of	ADP
geoplanning-15421	170	23	the	the	DET
geoplanning-15421	170	24	data	datum	NOUN
geoplanning-15421	170	25	for	for	ADP
geoplanning-15421	170	26	validation	validation	NOUN
geoplanning-15421	170	27	of	of	ADP
geoplanning-15421	170	28	landslides	landslide	NOUN
geoplanning-15421	170	29	that	that	PRON
geoplanning-15421	170	30	fall	fall	VERB
geoplanning-15421	170	31	into	into	ADP
geoplanning-15421	170	32	each	each	DET
geoplanning-15421	170	33	class	class	NOUN
geoplanning-15421	170	34	of	of	ADP
geoplanning-15421	170	35	vulnerability	vulnerability	NOUN
geoplanning-15421	170	36	.	.	PUNCT
geoplanning-15421	171	1	it	it	PRON
geoplanning-15421	171	2	was	be	AUX
geoplanning-15421	171	3	generally	generally	ADV
geoplanning-15421	171	4	assumed	assume	VERB
geoplanning-15421	171	5	that	that	SCONJ
geoplanning-15421	171	6	most	most	ADJ
geoplanning-15421	171	7	of	of	ADP
geoplanning-15421	171	8	the	the	DET
geoplanning-15421	171	9	landslides	landslide	NOUN
geoplanning-15421	171	10	for	for	ADP
geoplanning-15421	171	11	validation	validation	NOUN
geoplanning-15421	171	12	must	must	AUX
geoplanning-15421	171	13	occur	occur	VERB
geoplanning-15421	171	14	on	on	ADP
geoplanning-15421	171	15	a	a	DET
geoplanning-15421	171	16	high	high	ADJ
geoplanning-15421	171	17	-	-	PUNCT
geoplanning-15421	171	18	class	class	NOUN
geoplanning-15421	171	19	to	to	ADP
geoplanning-15421	171	20	a	a	DET
geoplanning-15421	171	21	higher	high	ADJ
geoplanning-15421	171	22	susceptibility	susceptibility	NOUN
geoplanning-15421	171	23	(	(	PUNCT
geoplanning-15421	171	24	h	h	NOUN
geoplanning-15421	171	25	+	+	X
geoplanning-15421	171	26	vh	vh	PROPN
geoplanning-15421	171	27	)	)	PUNCT
geoplanning-15421	171	28	.	.	PUNCT
geoplanning-15421	172	1	3	3	X
geoplanning-15421	172	2	.	.	NOUN
geoplanning-15421	172	3	results	result	NOUN
geoplanning-15421	172	4	and	and	CCONJ
geoplanning-15421	172	5	discussion	discussion	NOUN
geoplanning-15421	172	6	3.1	3.1	NUM
geoplanning-15421	172	7	.	.	PUNCT
geoplanning-15421	173	1	frequency	frequency	NOUN
geoplanning-15421	173	2	ratio	ratio	NOUN
geoplanning-15421	173	3	table	table	NOUN
geoplanning-15421	173	4	1	1	NUM
geoplanning-15421	173	5	indicates	indicate	VERB
geoplanning-15421	173	6	a	a	DET
geoplanning-15421	173	7	correlation	correlation	NOUN
geoplanning-15421	173	8	between	between	ADP
geoplanning-15421	173	9	landslide	landslide	NOUN
geoplanning-15421	173	10	occurrence	occurrence	NOUN
geoplanning-15421	173	11	and	and	CCONJ
geoplanning-15421	173	12	each	each	DET
geoplanning-15421	173	13	class	class	NOUN
geoplanning-15421	173	14	of	of	ADP
geoplanning-15421	173	15	landslide	landslide	NOUN
geoplanning-15421	173	16	causative	causative	ADJ
geoplanning-15421	173	17	factors	factor	NOUN
geoplanning-15421	173	18	.	.	PUNCT
geoplanning-15421	174	1	in	in	ADP
geoplanning-15421	174	2	the	the	DET
geoplanning-15421	174	3	case	case	NOUN
geoplanning-15421	174	4	of	of	ADP
geoplanning-15421	174	5	the	the	DET
geoplanning-15421	174	6	relationship	relationship	NOUN
geoplanning-15421	174	7	between	between	ADP
geoplanning-15421	174	8	landslide	landslide	NOUN
geoplanning-15421	174	9	occurrence	occurrence	NOUN
geoplanning-15421	174	10	and	and	CCONJ
geoplanning-15421	174	11	luc	luc	PROPN
geoplanning-15421	174	12	,	,	PUNCT
geoplanning-15421	174	13	class	class	NOUN
geoplanning-15421	174	14	of	of	ADP
geoplanning-15421	174	15	primary	primary	ADJ
geoplanning-15421	174	16	forest	forest	NOUN
geoplanning-15421	174	17	to	to	PART
geoplanning-15421	174	18	open	open	VERB
geoplanning-15421	174	19	area	area	NOUN
geoplanning-15421	174	20	and	and	CCONJ
geoplanning-15421	174	21	paddy	paddy	NOUN
geoplanning-15421	174	22	field	field	NOUN
geoplanning-15421	174	23	(	(	PUNCT
geoplanning-15421	174	24	4	4	NUM
geoplanning-15421	174	25	-	-	SYM
geoplanning-15421	174	26	1	1	NUM
geoplanning-15421	174	27	)	)	PUNCT
geoplanning-15421	174	28	had	have	VERB
geoplanning-15421	174	29	the	the	DET
geoplanning-15421	174	30	highest	high	ADJ
geoplanning-15421	174	31	probability	probability	NOUN
geoplanning-15421	174	32	of	of	ADP
geoplanning-15421	174	33	landslide	landslide	NOUN
geoplanning-15421	174	34	occurrence	occurrence	NOUN
geoplanning-15421	174	35	with	with	ADP
geoplanning-15421	174	36	frequency	frequency	NOUN
geoplanning-15421	174	37	ratio	ratio	NOUN
geoplanning-15421	174	38	8.70	8.70	NUM
geoplanning-15421	174	39	.	.	PUNCT
geoplanning-15421	175	1	moreover	moreover	ADV
geoplanning-15421	175	2	,	,	PUNCT
geoplanning-15421	175	3	class	class	NOUN
geoplanning-15421	175	4	of	of	ADP
geoplanning-15421	175	5	secondary	secondary	ADJ
geoplanning-15421	175	6	forest	forest	NOUN
geoplanning-15421	175	7	to	to	ADP
geoplanning-15421	175	8	the	the	DET
geoplanning-15421	175	9	farming	farming	NOUN
geoplanning-15421	175	10	area	area	NOUN
geoplanning-15421	175	11	,	,	PUNCT
geoplanning-15421	175	12	savanna	savanna	NOUN
geoplanning-15421	175	13	,	,	PUNCT
geoplanning-15421	175	14	scrub	scrub	NOUN
geoplanning-15421	175	15	(	(	PUNCT
geoplanning-15421	175	16	4	4	NUM
geoplanning-15421	175	17	-	-	SYM
geoplanning-15421	175	18	2	2	NUM
geoplanning-15421	175	19	)	)	PUNCT
geoplanning-15421	175	20	had	have	VERB
geoplanning-15421	175	21	frequency	frequency	NOUN
geoplanning-15421	175	22	ratio	ratio	NOUN
geoplanning-15421	175	23	2.20	2.20	NUM
geoplanning-15421	175	24	.	.	PUNCT
geoplanning-15421	176	1	the	the	DET
geoplanning-15421	176	2	vegetation	vegetation	NOUN
geoplanning-15421	176	3	which	which	PRON
geoplanning-15421	176	4	cause	cause	VERB
geoplanning-15421	176	5	this	this	DET
geoplanning-15421	176	6	frequency	frequency	NOUN
geoplanning-15421	176	7	ratio	ratio	NOUN
geoplanning-15421	176	8	affects	affect	VERB
geoplanning-15421	176	9	the	the	DET
geoplanning-15421	176	10	stability	stability	NOUN
geoplanning-15421	176	11	of	of	ADP
geoplanning-15421	176	12	the	the	DET
geoplanning-15421	176	13	slope	slope	NOUN
geoplanning-15421	176	14	.	.	PUNCT
geoplanning-15421	177	1	land	land	NOUN
geoplanning-15421	177	2	with	with	ADP
geoplanning-15421	177	3	forest	forest	NOUN
geoplanning-15421	177	4	having	have	VERB
geoplanning-15421	177	5	the	the	DET
geoplanning-15421	177	6	root	root	NOUN
geoplanning-15421	177	7	system	system	NOUN
geoplanning-15421	177	8	would	would	AUX
geoplanning-15421	177	9	reinforce	reinforce	VERB
geoplanning-15421	177	10	the	the	DET
geoplanning-15421	177	11	soil	soil	NOUN
geoplanning-15421	177	12	strength	strength	NOUN
geoplanning-15421	177	13	and	and	CCONJ
geoplanning-15421	177	14	stabilizes	stabilize	VERB
geoplanning-15421	177	15	the	the	DET
geoplanning-15421	177	16	slope	slope	NOUN
geoplanning-15421	177	17	(	(	PUNCT
geoplanning-15421	177	18	kubota	kubota	PROPN
geoplanning-15421	177	19	,	,	PUNCT
geoplanning-15421	177	20	sanchez	sanchez	PROPN
geoplanning-15421	177	21	-	-	PUNCT
geoplanning-15421	177	22	castillo	castillo	PROPN
geoplanning-15421	177	23	,	,	PUNCT
geoplanning-15421	177	24	&	&	CCONJ
geoplanning-15421	177	25	soma	soma	PROPN
geoplanning-15421	177	26	,	,	PUNCT
geoplanning-15421	177	27	2015	2015	NUM
geoplanning-15421	177	28	)	)	PUNCT
geoplanning-15421	177	29	.	.	PUNCT
geoplanning-15421	178	1	forest	forest	NOUN
geoplanning-15421	178	2	clearance	clearance	NOUN
geoplanning-15421	178	3	seems	seem	VERB
geoplanning-15421	178	4	to	to	PART
geoplanning-15421	178	5	have	have	AUX
geoplanning-15421	178	6	manifested	manifest	VERB
geoplanning-15421	178	7	primarily	primarily	ADV
geoplanning-15421	178	8	through	through	ADP
geoplanning-15421	178	9	increased	increase	VERB
geoplanning-15421	178	10	rates	rate	NOUN
geoplanning-15421	178	11	of	of	ADP
geoplanning-15421	178	12	landslide	landslide	NOUN
geoplanning-15421	178	13	activity	activity	NOUN
geoplanning-15421	178	14	(	(	PUNCT
geoplanning-15421	178	15	glade	glade	NOUN
geoplanning-15421	178	16	,	,	PUNCT
geoplanning-15421	178	17	2003	2003	NUM
geoplanning-15421	178	18	)	)	PUNCT
geoplanning-15421	178	19	.	.	PUNCT
geoplanning-15421	179	1	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	180	1	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	180	2	soma	soma	NOUN
geoplanning-15421	180	3	and	and	CCONJ
geoplanning-15421	180	4	kubota	kubota	NOUN
geoplanning-15421	180	5	/	/	PUNCT
geoplanning-15421	180	6	geoplanning	geoplanning	NOUN
geoplanning-15421	180	7	:	:	PUNCT
geoplanning-15421	180	8	journal	journal	NOUN
geoplanning-15421	180	9	of	of	ADP
geoplanning-15421	180	10	geomatics	geomatics	PROPN
geoplanning-15421	180	11	and	and	CCONJ
geoplanning-15421	180	12	planning	planning	NOUN
geoplanning-15421	180	13	,	,	PUNCT
geoplanning-15421	180	14	vol	vol	NOUN
geoplanning-15421	180	15	4	4	NUM
geoplanning-15421	180	16	,	,	PUNCT
geoplanning-15421	180	17	no	no	INTJ
geoplanning-15421	180	18	.	.	NOUN
geoplanning-15421	180	19	2	2	NUM
geoplanning-15421	180	20	,	,	PUNCT
geoplanning-15421	180	21	2017	2017	NUM
geoplanning-15421	180	22	,	,	PUNCT
geoplanning-15421	180	23	157	157	NUM
geoplanning-15421	180	24	-	-	SYM
geoplanning-15421	180	25	170	170	NUM
geoplanning-15421	180	26	doi	doi	NOUN
geoplanning-15421	180	27	:	:	PUNCT
geoplanning-15421	180	28	10.14710	10.14710	NUM
geoplanning-15421	180	29	/	/	SYM
geoplanning-15421	180	30	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	180	31	-	-	NOUN
geoplanning-15421	180	32	170	170	NUM
geoplanning-15421	180	33	164	164	NUM
geoplanning-15421	180	34	|	|	NOUN
geoplanning-15421	180	35	table	table	NOUN
geoplanning-15421	180	36	1	1	NUM
geoplanning-15421	180	37	.	.	PUNCT
geoplanning-15421	181	1	the	the	DET
geoplanning-15421	181	2	value	value	NOUN
geoplanning-15421	181	3	of	of	ADP
geoplanning-15421	181	4	frequency	frequency	NOUN
geoplanning-15421	181	5	ratio	ratio	NOUN
geoplanning-15421	181	6	and	and	CCONJ
geoplanning-15421	181	7	certainty	certainty	NOUN
geoplanning-15421	181	8	factor	factor	NOUN
geoplanning-15421	181	9	for	for	ADP
geoplanning-15421	181	10	each	each	DET
geoplanning-15421	181	11	landslide	landslide	NOUN
geoplanning-15421	181	12	causative	causative	ADJ
geoplanning-15421	181	13	factors	factor	NOUN
geoplanning-15421	181	14	factor	factor	NOUN
geoplanning-15421	181	15	class	class	NOUN
geoplanning-15421	181	16	pixel	pixel	PROPN
geoplanning-15421	181	17	class	class	PROPN
geoplanning-15421	181	18	*	*	PROPN
geoplanning-15421	181	19	%	%	NOUN
geoplanning-15421	181	20	class	class	NOUN
geoplanning-15421	181	21	landslide	landslide	NOUN
geoplanning-15421	181	22	pixel	pixel	NOUN
geoplanning-15421	181	23	*	*	PROPN
geoplanning-15421	181	24	*	*	PROPN
geoplanning-15421	181	25	%	%	NOUN
geoplanning-15421	181	26	landslide	landslide	NOUN
geoplanning-15421	181	27	frequency	frequency	NOUN
geoplanning-15421	181	28	ratio	ratio	NOUN
geoplanning-15421	181	29	elevation	elevation	NOUN
geoplanning-15421	181	30	(	(	PUNCT
geoplanning-15421	181	31	meter	meter	NOUN
geoplanning-15421	181	32	)	)	PUNCT
geoplanning-15421	181	33	<	<	X
geoplanning-15421	181	34	500	500	NUM
geoplanning-15421	181	35	126010	126010	NUM
geoplanning-15421	181	36	15.85	15.85	NUM
geoplanning-15421	181	37	0	0	NUM
geoplanning-15421	181	38	0.00	0.00	NUM
geoplanning-15421	181	39	0.00	0.00	NUM
geoplanning-15421	181	40	500	500	NUM
geoplanning-15421	181	41	–	–	PUNCT
geoplanning-15421	181	42	750	750	NUM
geoplanning-15421	181	43	113821	113821	NUM
geoplanning-15421	181	44	14.31	14.31	NUM
geoplanning-15421	181	45	0	0	NUM
geoplanning-15421	181	46	0.00	0.00	NUM
geoplanning-15421	181	47	0.00	0.00	NUM
geoplanning-15421	181	48	750	750	NUM
geoplanning-15421	181	49	–	–	PUNCT
geoplanning-15421	181	50	1000	1000	NUM
geoplanning-15421	181	51	117886	117886	NUM
geoplanning-15421	181	52	14.82	14.82	NUM
geoplanning-15421	181	53	382	382	NUM
geoplanning-15421	181	54	13.30	13.30	NUM
geoplanning-15421	181	55	0.90	0.90	NUM
geoplanning-15421	181	56	1000	1000	NUM
geoplanning-15421	181	57	–	–	PUNCT
geoplanning-15421	181	58	1250	1250	NUM
geoplanning-15421	181	59	99735	99735	NUM
geoplanning-15421	181	60	12.54	12.54	NUM
geoplanning-15421	181	61	544	544	NUM
geoplanning-15421	181	62	18.93	18.93	NUM
geoplanning-15421	181	63	1.51	1.51	NUM
geoplanning-15421	181	64	1250	1250	NUM
geoplanning-15421	181	65	–	–	PUNCT
geoplanning-15421	181	66	1500	1500	NUM
geoplanning-15421	181	67	80401	80401	NUM
geoplanning-15421	181	68	10.11	10.11	NUM
geoplanning-15421	181	69	446	446	NUM
geoplanning-15421	181	70	15.52	15.52	NUM
geoplanning-15421	181	71	1.54	1.54	NUM
geoplanning-15421	181	72	1500	1500	NUM
geoplanning-15421	181	73	–	–	PUNCT
geoplanning-15421	181	74	1750	1750	NUM
geoplanning-15421	181	75	73551	73551	NUM
geoplanning-15421	181	76	9.25	9.25	NUM
geoplanning-15421	181	77	665	665	NUM
geoplanning-15421	181	78	23.15	23.15	NUM
geoplanning-15421	181	79	2.50	2.50	NUM
geoplanning-15421	181	80	1750	1750	NUM
geoplanning-15421	181	81	–	–	PUNCT
geoplanning-15421	181	82	2000	2000	NUM
geoplanning-15421	181	83	62583	62583	NUM
geoplanning-15421	181	84	7.87	7.87	NUM
geoplanning-15421	181	85	452	452	NUM
geoplanning-15421	181	86	15.73	15.73	NUM
geoplanning-15421	181	87	2.00	2.00	NUM
geoplanning-15421	181	88	2000	2000	NUM
geoplanning-15421	181	89	2250	2250	NUM
geoplanning-15421	181	90	63418	63418	NUM
geoplanning-15421	181	91	7.97	7.97	NUM
geoplanning-15421	181	92	202	202	NUM
geoplanning-15421	181	93	7.03	7.03	NUM
geoplanning-15421	181	94	0.88	0.88	NUM
geoplanning-15421	181	95	2250	2250	NUM
geoplanning-15421	181	96	–	–	PUNCT
geoplanning-15421	181	97	2500	2500	NUM
geoplanning-15421	181	98	38830	38830	NUM
geoplanning-15421	181	99	4.88	4.88	NUM
geoplanning-15421	181	100	180	180	NUM
geoplanning-15421	181	101	6.27	6.27	NUM
geoplanning-15421	181	102	1.28	1.28	NUM
geoplanning-15421	181	103	>	>	SYM
geoplanning-15421	181	104	2500	2500	NUM
geoplanning-15421	181	105	18992	18992	NUM
geoplanning-15421	181	106	2.39	2.39	NUM
geoplanning-15421	181	107	2	2	NUM
geoplanning-15421	181	108	0.07	0.07	NUM
geoplanning-15421	181	109	0.03	0.03	NUM
geoplanning-15421	181	110	slope	slope	NOUN
geoplanning-15421	181	111	(	(	PUNCT
geoplanning-15421	181	112	degree	degree	NOUN
geoplanning-15421	181	113	)	)	PUNCT
geoplanning-15421	181	114	0	0	NUM
geoplanning-15421	182	1	-10	-10	SYM
geoplanning-15421	182	2	277391	277391	NUM
geoplanning-15421	182	3	34.88	34.88	NUM
geoplanning-15421	182	4	233	233	NUM
geoplanning-15421	182	5	8.11	8.11	NUM
geoplanning-15421	182	6	0.23	0.23	NUM
geoplanning-15421	182	7	10	10	NUM
geoplanning-15421	182	8	–	–	PUNCT
geoplanning-15421	182	9	20	20	NUM
geoplanning-15421	182	10	193490	193490	NUM
geoplanning-15421	182	11	24.33	24.33	NUM
geoplanning-15421	182	12	504	504	NUM
geoplanning-15421	182	13	17.54	17.54	NUM
geoplanning-15421	182	14	0.72	0.72	NUM
geoplanning-15421	182	15	20	20	NUM
geoplanning-15421	182	16	–	–	PUNCT
geoplanning-15421	182	17	30	30	NUM
geoplanning-15421	182	18	142736	142736	NUM
geoplanning-15421	182	19	17.95	17.95	NUM
geoplanning-15421	182	20	519	519	NUM
geoplanning-15421	182	21	18.06	18.06	NUM
geoplanning-15421	182	22	1.01	1.01	NUM
geoplanning-15421	182	23	30	30	NUM
geoplanning-15421	182	24	–	–	PUNCT
geoplanning-15421	182	25	40	40	NUM
geoplanning-15421	182	26	114954	114954	NUM
geoplanning-15421	182	27	14.46	14.46	NUM
geoplanning-15421	182	28	613	613	NUM
geoplanning-15421	182	29	21.34	21.34	NUM
geoplanning-15421	182	30	1.48	1.48	NUM
geoplanning-15421	182	31	40	40	NUM
geoplanning-15421	182	32	–	–	PUNCT
geoplanning-15421	182	33	50	50	NUM
geoplanning-15421	182	34	56795	56795	NUM
geoplanning-15421	182	35	7.14	7.14	NUM
geoplanning-15421	182	36	819	819	NUM
geoplanning-15421	182	37	28.51	28.51	NUM
geoplanning-15421	182	38	3.99	3.99	NUM
geoplanning-15421	182	39	>	>	SYM
geoplanning-15421	182	40	50	50	NUM
geoplanning-15421	182	41	9861	9861	NUM
geoplanning-15421	182	42	1.24	1.24	NUM
geoplanning-15421	182	43	185	185	NUM
geoplanning-15421	182	44	6.44	6.44	NUM
geoplanning-15421	182	45	5.19	5.19	NUM
geoplanning-15421	182	46	curvature	curvature	NOUN
geoplanning-15421	182	47	concave	concave	NOUN
geoplanning-15421	182	48	335269	335269	NUM
geoplanning-15421	182	49	42.16	42.16	NUM
geoplanning-15421	182	50	1,614	1,614	NUM
geoplanning-15421	182	51	56.18	56.18	NUM
geoplanning-15421	182	52	1.33	1.33	NUM
geoplanning-15421	182	53	flat	flat	ADJ
geoplanning-15421	182	54	100826	100826	NUM
geoplanning-15421	182	55	12.68	12.68	NUM
geoplanning-15421	182	56	158	158	NUM
geoplanning-15421	182	57	5.50	5.50	NUM
geoplanning-15421	182	58	0.43	0.43	NUM
geoplanning-15421	182	59	convex	convex	NOUN
geoplanning-15421	182	60	359132	359132	NUM
geoplanning-15421	182	61	45.16	45.16	NUM
geoplanning-15421	183	1	1,101	1,101	NUM
geoplanning-15421	183	2	38.32	38.32	NUM
geoplanning-15421	183	3	0.85	0.85	NUM
geoplanning-15421	183	4	aspect	aspect	NOUN
geoplanning-15421	183	5	flat	flat	ADJ
geoplanning-15421	183	6	48980	48980	NUM
geoplanning-15421	183	7	6.16	6.16	NUM
geoplanning-15421	183	8	43	43	NUM
geoplanning-15421	183	9	1.50	1.50	NUM
geoplanning-15421	183	10	0.24	0.24	NUM
geoplanning-15421	183	11	north	north	NOUN
geoplanning-15421	183	12	105139	105139	NUM
geoplanning-15421	183	13	13.22	13.22	NUM
geoplanning-15421	183	14	963	963	NUM
geoplanning-15421	183	15	33.52	33.52	NUM
geoplanning-15421	183	16	2.54	2.54	NUM
geoplanning-15421	183	17	northeast	northeast	ADV
geoplanning-15421	183	18	140313	140313	NUM
geoplanning-15421	183	19	17.64	17.64	NUM
geoplanning-15421	183	20	599	599	NUM
geoplanning-15421	183	21	20.85	20.85	NUM
geoplanning-15421	183	22	1.18	1.18	NUM
geoplanning-15421	183	23	east	east	PROPN
geoplanning-15421	183	24	128555	128555	NUM
geoplanning-15421	183	25	16.17	16.17	NUM
geoplanning-15421	183	26	311	311	NUM
geoplanning-15421	183	27	10.82	10.82	NUM
geoplanning-15421	183	28	0.67	0.67	NUM
geoplanning-15421	184	1	southeast	southeast	NOUN
geoplanning-15421	184	2	155292	155292	NUM
geoplanning-15421	184	3	19.53	19.53	NUM
geoplanning-15421	184	4	191	191	NUM
geoplanning-15421	184	5	6.65	6.65	NUM
geoplanning-15421	184	6	0.34	0.34	NUM
geoplanning-15421	184	7	south	south	ADJ
geoplanning-15421	184	8	127354	127354	NUM
geoplanning-15421	184	9	16.01	16.01	NUM
geoplanning-15421	184	10	515	515	NUM
geoplanning-15421	184	11	17.93	17.93	NUM
geoplanning-15421	184	12	1.12	1.12	NUM
geoplanning-15421	184	13	southwest	southwest	NOUN
geoplanning-15421	184	14	48881	48881	NUM
geoplanning-15421	184	15	6.15	6.15	NUM
geoplanning-15421	184	16	43	43	NUM
geoplanning-15421	184	17	1.50	1.50	NUM
geoplanning-15421	184	18	0.24	0.24	NUM
geoplanning-15421	184	19	west	west	NOUN
geoplanning-15421	184	20	11324	11324	NUM
geoplanning-15421	184	21	1.42	1.42	NUM
geoplanning-15421	184	22	23	23	NUM
geoplanning-15421	184	23	0.80	0.80	NUM
geoplanning-15421	184	24	0.56	0.56	NUM
geoplanning-15421	184	25	northwest	northwest	NOUN
geoplanning-15421	184	26	29389	29389	NUM
geoplanning-15421	184	27	3.70	3.70	NUM
geoplanning-15421	184	28	185	185	NUM
geoplanning-15421	184	29	6.44	6.44	NUM
geoplanning-15421	184	30	1.74	1.74	NUM
geoplanning-15421	184	31	lithology	lithology	NOUN
geoplanning-15421	184	32	qlvb	qlvb	ADJ
geoplanning-15421	184	33	195818	195818	NUM
geoplanning-15421	184	34	24.62	24.62	NUM
geoplanning-15421	184	35	0	0	NUM
geoplanning-15421	184	36	0.00	0.00	NUM
geoplanning-15421	184	37	0.00	0.00	NUM
geoplanning-15421	184	38	qlv	qlv	NOUN
geoplanning-15421	184	39	562441	562441	NUM
geoplanning-15421	184	40	70.73	70.73	NUM
geoplanning-15421	184	41	2,826	2,826	NUM
geoplanning-15421	184	42	98.36	98.36	NUM
geoplanning-15421	184	43	1.39	1.39	NUM
geoplanning-15421	184	44	qvlc	qvlc	PROPN
geoplanning-15421	184	45	36968	36968	NUM
geoplanning-15421	184	46	4.65	4.65	NUM
geoplanning-15421	184	47	47	47	NUM
geoplanning-15421	184	48	1.64	1.64	NUM
geoplanning-15421	184	49	0.35	0.35	NUM
geoplanning-15421	184	50	distance	distance	NOUN
geoplanning-15421	184	51	to	to	ADP
geoplanning-15421	184	52	faults	fault	NOUN
geoplanning-15421	184	53	(	(	PUNCT
geoplanning-15421	184	54	meter	meter	NOUN
geoplanning-15421	184	55	)	)	PUNCT
geoplanning-15421	184	56	0	0	NUM
geoplanning-15421	184	57	–	–	PUNCT
geoplanning-15421	184	58	2500	2500	NUM
geoplanning-15421	184	59	228372	228372	NUM
geoplanning-15421	184	60	28.72	28.72	NUM
geoplanning-15421	184	61	913	913	NUM
geoplanning-15421	184	62	31.78	31.78	NUM
geoplanning-15421	184	63	1.11	1.11	NUM
geoplanning-15421	184	64	2500	2500	NUM
geoplanning-15421	184	65	-5000	-5000	NOUN
geoplanning-15421	184	66	123498	123498	NUM
geoplanning-15421	184	67	15.53	15.53	NUM
geoplanning-15421	184	68	1,333	1,333	NUM
geoplanning-15421	184	69	46.40	46.40	NUM
geoplanning-15421	184	70	2.99	2.99	NUM
geoplanning-15421	184	71	5000	5000	NUM
geoplanning-15421	184	72	–	–	PUNCT
geoplanning-15421	184	73	7500	7500	NUM
geoplanning-15421	184	74	106243	106243	NUM
geoplanning-15421	184	75	13.36	13.36	NUM
geoplanning-15421	184	76	472	472	NUM
geoplanning-15421	184	77	16.43	16.43	NUM
geoplanning-15421	184	78	1.23	1.23	NUM
geoplanning-15421	184	79	7500	7500	NUM
geoplanning-15421	184	80	–	–	PUNCT
geoplanning-15421	184	81	10000	10000	NUM
geoplanning-15421	184	82	92127	92127	NUM
geoplanning-15421	184	83	11.58	11.58	NUM
geoplanning-15421	184	84	155	155	NUM
geoplanning-15421	184	85	5.40	5.40	NUM
geoplanning-15421	184	86	0.47	0.47	NUM
geoplanning-15421	184	87	>	>	SYM
geoplanning-15421	184	88	10000	10000	NUM
geoplanning-15421	184	89	244987	244987	NUM
geoplanning-15421	184	90	30.81	30.81	NUM
geoplanning-15421	184	91	0	0	NUM
geoplanning-15421	184	92	0.00	0.00	NUM
geoplanning-15421	184	93	0.00	0.00	NUM
geoplanning-15421	184	94	distance	distance	NOUN
geoplanning-15421	184	95	to	to	ADP
geoplanning-15421	184	96	river	river	NOUN
geoplanning-15421	184	97	(	(	PUNCT
geoplanning-15421	184	98	meter	meter	NOUN
geoplanning-15421	184	99	)	)	PUNCT
geoplanning-15421	184	100	0	0	NUM
geoplanning-15421	184	101	100	100	NUM
geoplanning-15421	184	102	325991	325991	NUM
geoplanning-15421	184	103	40.99	40.99	NUM
geoplanning-15421	184	104	1,489	1,489	NUM
geoplanning-15421	184	105	51.83	51.83	NUM
geoplanning-15421	184	106	1.26	1.26	NUM
geoplanning-15421	184	107	100	100	NUM
geoplanning-15421	184	108	–	–	PUNCT
geoplanning-15421	184	109	200	200	NUM
geoplanning-15421	184	110	240871	240871	NUM
geoplanning-15421	184	111	30.29	30.29	NUM
geoplanning-15421	184	112	726	726	NUM
geoplanning-15421	184	113	25.27	25.27	NUM
geoplanning-15421	184	114	0.83	0.83	NUM
geoplanning-15421	184	115	200	200	NUM
geoplanning-15421	184	116	–	–	PUNCT
geoplanning-15421	184	117	300	300	NUM
geoplanning-15421	184	118	139539	139539	NUM
geoplanning-15421	184	119	17.55	17.55	NUM
geoplanning-15421	184	120	397	397	NUM
geoplanning-15421	184	121	13.82	13.82	NUM
geoplanning-15421	184	122	0.79	0.79	NUM
geoplanning-15421	184	123	300	300	NUM
geoplanning-15421	184	124	–	–	PUNCT
geoplanning-15421	184	125	400	400	NUM
geoplanning-15421	184	126	59549	59549	NUM
geoplanning-15421	184	127	7.49	7.49	NUM
geoplanning-15421	184	128	189	189	NUM
geoplanning-15421	184	129	6.58	6.58	NUM
geoplanning-15421	184	130	0.88	0.88	NUM
geoplanning-15421	184	131	400	400	NUM
geoplanning-15421	184	132	–	–	PUNCT
geoplanning-15421	184	133	500	500	NUM
geoplanning-15421	184	134	19942	19942	NUM
geoplanning-15421	184	135	2.51	2.51	NUM
geoplanning-15421	184	136	42	42	NUM
geoplanning-15421	184	137	1.46	1.46	NUM
geoplanning-15421	184	138	0.58	0.58	NUM
geoplanning-15421	184	139	>	>	PUNCT
geoplanning-15421	184	140	500	500	NUM
geoplanning-15421	184	141	9335	9335	NUM
geoplanning-15421	184	142	1.17	1.17	NUM
geoplanning-15421	184	143	30	30	NUM
geoplanning-15421	184	144	1.04	1.04	NUM
geoplanning-15421	184	145	0.89	0.89	NUM
geoplanning-15421	184	146	drainage	drainage	NOUN
geoplanning-15421	184	147	density	density	NOUN
geoplanning-15421	184	148	(	(	PUNCT
geoplanning-15421	184	149	km	km	NOUN
geoplanning-15421	184	150	/	/	SYM
geoplanning-15421	184	151	km2	km2	NOUN
geoplanning-15421	184	152	)	)	PUNCT
geoplanning-15421	184	153	0	0	NUM
geoplanning-15421	185	1	–	–	PUNCT
geoplanning-15421	185	2	1	1	NUM
geoplanning-15421	185	3	147677	147677	NUM
geoplanning-15421	185	4	18.57	18.57	NUM
geoplanning-15421	185	5	698	698	NUM
geoplanning-15421	185	6	24.30	24.30	NUM
geoplanning-15421	185	7	1.31	1.31	NUM
geoplanning-15421	185	8	1	1	NUM
geoplanning-15421	185	9	2	2	NUM
geoplanning-15421	185	10	228100	228100	NUM
geoplanning-15421	185	11	28.68	28.68	NUM
geoplanning-15421	185	12	635	635	NUM
geoplanning-15421	185	13	22.10	22.10	NUM
geoplanning-15421	185	14	0.77	0.77	NUM
geoplanning-15421	185	15	2	2	NUM
geoplanning-15421	185	16	3	3	NUM
geoplanning-15421	185	17	252005	252005	NUM
geoplanning-15421	185	18	31.69	31.69	NUM
geoplanning-15421	185	19	829	829	NUM
geoplanning-15421	185	20	28.85	28.85	NUM
geoplanning-15421	185	21	0.91	0.91	NUM
geoplanning-15421	185	22	3	3	NUM
geoplanning-15421	185	23	4	4	NUM
geoplanning-15421	185	24	121676	121676	NUM
geoplanning-15421	185	25	15.30	15.30	NUM
geoplanning-15421	185	26	512	512	NUM
geoplanning-15421	185	27	17.82	17.82	NUM
geoplanning-15421	185	28	1.16	1.16	NUM
geoplanning-15421	185	29	>	>	SYM
geoplanning-15421	185	30	4	4	NUM
geoplanning-15421	185	31	45769	45769	NUM
geoplanning-15421	185	32	5.76	5.76	NUM
geoplanning-15421	185	33	199	199	NUM
geoplanning-15421	185	34	6.93	6.93	NUM
geoplanning-15421	185	35	1.20	1.20	NUM
geoplanning-15421	185	36	luc	luc	PROPN
geoplanning-15421	185	37	(	(	PUNCT
geoplanning-15421	185	38	1	1	NUM
geoplanning-15421	185	39	=	=	NOUN
geoplanning-15421	185	40	open	open	ADJ
geoplanning-15421	185	41	area	area	NOUN
geoplanning-15421	185	42	,	,	PUNCT
geoplanning-15421	185	43	paddy	paddy	NOUN
geoplanning-15421	185	44	area	area	NOUN
geoplanning-15421	185	45	;	;	PUNCT
geoplanning-15421	185	46	2	2	NUM
geoplanning-15421	185	47	=	=	NOUN
geoplanning-15421	185	48	farming	farming	NOUN
geoplanning-15421	185	49	area	area	NOUN
geoplanning-15421	185	50	,	,	PUNCT
geoplanning-15421	185	51	savanna	savanna	NOUN
geoplanning-15421	185	52	,	,	PUNCT
geoplanning-15421	185	53	scrub	scrub	NOUN
geoplanning-15421	185	54	;	;	PUNCT
geoplanning-15421	185	55	3	3	NUM
geoplanning-15421	185	56	=	=	ADJ
geoplanning-15421	185	57	secondary	secondary	ADJ
geoplanning-15421	185	58	forest	forest	NOUN
geoplanning-15421	185	59	;	;	PUNCT
geoplanning-15421	185	60	4	4	NUM
geoplanning-15421	185	61	=	=	NOUN
geoplanning-15421	185	62	primary	primary	ADJ
geoplanning-15421	185	63	forest	forest	NOUN
geoplanning-15421	185	64	)	)	PUNCT
geoplanning-15421	185	65	1	1	NUM
geoplanning-15421	185	66	1	1	NUM
geoplanning-15421	185	67	167966	167966	NUM
geoplanning-15421	185	68	21.12	21.12	NUM
geoplanning-15421	185	69	608	608	NUM
geoplanning-15421	185	70	21.16	21.16	NUM
geoplanning-15421	185	71	1.00	1.00	NUM
geoplanning-15421	185	72	1	1	NUM
geoplanning-15421	185	73	–	–	PUNCT
geoplanning-15421	185	74	2	2	NUM
geoplanning-15421	185	75	44883	44883	NUM
geoplanning-15421	185	76	5.64	5.64	NUM
geoplanning-15421	185	77	276	276	NUM
geoplanning-15421	185	78	9.61	9.61	NUM
geoplanning-15421	185	79	1.70	1.70	NUM
geoplanning-15421	185	80	2	2	NUM
geoplanning-15421	185	81	–	–	PUNCT
geoplanning-15421	185	82	1	1	NUM
geoplanning-15421	185	83	127015	127015	NUM
geoplanning-15421	185	84	15.97	15.97	NUM
geoplanning-15421	185	85	134	134	NUM
geoplanning-15421	185	86	4.66	4.66	NUM
geoplanning-15421	185	87	0.29	0.29	NUM
geoplanning-15421	185	88	2	2	NUM
geoplanning-15421	185	89	2	2	NUM
geoplanning-15421	185	90	140425	140425	NUM
geoplanning-15421	185	91	17.66	17.66	NUM
geoplanning-15421	185	92	215	215	NUM
geoplanning-15421	185	93	7.48	7.48	NUM
geoplanning-15421	185	94	0.42	0.42	NUM
geoplanning-15421	185	95	2	2	NUM
geoplanning-15421	185	96	3	3	NUM
geoplanning-15421	185	97	3971	3971	NUM
geoplanning-15421	185	98	0.50	0.50	NUM
geoplanning-15421	185	99	2	2	NUM
geoplanning-15421	185	100	0.07	0.07	NUM
geoplanning-15421	185	101	0.14	0.14	NUM
geoplanning-15421	185	102	3	3	NUM
geoplanning-15421	185	103	–	–	PUNCT
geoplanning-15421	185	104	1	1	NUM
geoplanning-15421	185	105	24542	24542	NUM
geoplanning-15421	185	106	3.09	3.09	NUM
geoplanning-15421	185	107	157	157	NUM
geoplanning-15421	185	108	5.46	5.46	NUM
geoplanning-15421	185	109	1.77	1.77	NUM
geoplanning-15421	185	110	3	3	NUM
geoplanning-15421	185	111	2	2	NUM
geoplanning-15421	185	112	88061	88061	NUM
geoplanning-15421	185	113	11.07	11.07	NUM
geoplanning-15421	185	114	513	513	NUM
geoplanning-15421	185	115	17.86	17.86	NUM
geoplanning-15421	185	116	1.61	1.61	NUM
geoplanning-15421	185	117	3	3	NUM
geoplanning-15421	185	118	3	3	NUM
geoplanning-15421	185	119	30715	30715	NUM
geoplanning-15421	185	120	3.86	3.86	NUM
geoplanning-15421	185	121	158	158	NUM
geoplanning-15421	185	122	5.50	5.50	NUM
geoplanning-15421	185	123	1.42	1.42	NUM
geoplanning-15421	185	124	3	3	NUM
geoplanning-15421	185	125	–	–	PUNCT
geoplanning-15421	185	126	4	4	NUM
geoplanning-15421	185	127	4602	4602	NUM
geoplanning-15421	185	128	0.58	0.58	NUM
geoplanning-15421	185	129	26	26	NUM
geoplanning-15421	185	130	0.90	0.90	NUM
geoplanning-15421	185	131	1.56	1.56	NUM
geoplanning-15421	185	132	4	4	NUM
geoplanning-15421	185	133	–	–	PUNCT
geoplanning-15421	185	134	1	1	NUM
geoplanning-15421	185	135	954	954	NUM
geoplanning-15421	185	136	0.12	0.12	NUM
geoplanning-15421	185	137	30	30	NUM
geoplanning-15421	185	138	1.04	1.04	NUM
geoplanning-15421	185	139	8.70	8.70	NUM
geoplanning-15421	185	140	4	4	NUM
geoplanning-15421	185	141	–	–	SYM
geoplanning-15421	185	142	2	2	NUM
geoplanning-15421	185	143	19912	19912	NUM
geoplanning-15421	185	144	2.50	2.50	NUM
geoplanning-15421	185	145	177	177	NUM
geoplanning-15421	185	146	6.16	6.16	NUM
geoplanning-15421	185	147	2.46	2.46	NUM
geoplanning-15421	185	148	4	4	NUM
geoplanning-15421	185	149	–	–	PUNCT
geoplanning-15421	185	150	3	3	NUM
geoplanning-15421	185	151	55800	55800	NUM
geoplanning-15421	185	152	7.02	7.02	NUM
geoplanning-15421	185	153	180	180	NUM
geoplanning-15421	185	154	6.27	6.27	NUM
geoplanning-15421	185	155	0.89	0.89	NUM
geoplanning-15421	185	156	4	4	NUM
geoplanning-15421	185	157	–	–	PUNCT
geoplanning-15421	185	158	4	4	NUM
geoplanning-15421	185	159	86381	86381	NUM
geoplanning-15421	185	160	10.86	10.86	NUM
geoplanning-15421	185	161	397	397	NUM
geoplanning-15421	185	162	13.82	13.82	NUM
geoplanning-15421	185	163	1.27	1.27	NUM
geoplanning-15421	185	164	*	*	PUNCT
geoplanning-15421	185	165	total	total	ADJ
geoplanning-15421	185	166	pixel	pixel	PROPN
geoplanning-15421	185	167	area	area	NOUN
geoplanning-15421	185	168	795,227	795,227	NUM
geoplanning-15421	185	169	*	*	NOUN
geoplanning-15421	185	170	*	*	NOUN
geoplanning-15421	185	171	landslide	landslide	NOUN
geoplanning-15421	185	172	training	training	NOUN
geoplanning-15421	185	173	2,873	2,873	NUM
geoplanning-15421	185	174	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	185	175	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	VERB
geoplanning-15421	185	176	soma	soma	NOUN
geoplanning-15421	185	177	and	and	CCONJ
geoplanning-15421	185	178	kubota	kubota	NOUN
geoplanning-15421	185	179	/	/	PUNCT
geoplanning-15421	185	180	geoplanning	geoplanning	NOUN
geoplanning-15421	185	181	:	:	PUNCT
geoplanning-15421	185	182	journal	journal	NOUN
geoplanning-15421	185	183	of	of	ADP
geoplanning-15421	185	184	geomatics	geomatics	PROPN
geoplanning-15421	185	185	and	and	CCONJ
geoplanning-15421	185	186	planning	planning	NOUN
geoplanning-15421	185	187	,	,	PUNCT
geoplanning-15421	185	188	vol	vol	NOUN
geoplanning-15421	185	189	4	4	NUM
geoplanning-15421	185	190	,	,	PUNCT
geoplanning-15421	185	191	no	no	INTJ
geoplanning-15421	185	192	.	.	NOUN
geoplanning-15421	185	193	2	2	NUM
geoplanning-15421	185	194	,	,	PUNCT
geoplanning-15421	185	195	2017	2017	NUM
geoplanning-15421	185	196	,	,	PUNCT
geoplanning-15421	185	197	157	157	NUM
geoplanning-15421	185	198	-	-	SYM
geoplanning-15421	185	199	170	170	NUM
geoplanning-15421	185	200	doi	doi	NOUN
geoplanning-15421	185	201	:	:	PUNCT
geoplanning-15421	185	202	10.14710	10.14710	NUM
geoplanning-15421	185	203	/	/	SYM
geoplanning-15421	185	204	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	185	205	-	-	SYM
geoplanning-15421	185	206	170	170	NUM
geoplanning-15421	185	207	|	|	NOUN
geoplanning-15421	185	208	165	165	NUM
geoplanning-15421	185	209	in	in	ADP
geoplanning-15421	185	210	slope	slope	NOUN
geoplanning-15421	185	211	class	class	NOUN
geoplanning-15421	185	212	,	,	PUNCT
geoplanning-15421	185	213	slope	slope	NOUN
geoplanning-15421	185	214	above	above	ADP
geoplanning-15421	185	215	20	20	NUM
geoplanning-15421	185	216	°	°	PRON
geoplanning-15421	185	217	has	have	VERB
geoplanning-15421	185	218	a	a	DET
geoplanning-15421	185	219	ratio	ratio	NOUN
geoplanning-15421	185	220	of	of	ADP
geoplanning-15421	185	221	>	>	X
geoplanning-15421	185	222	1	1	NUM
geoplanning-15421	185	223	which	which	PRON
geoplanning-15421	185	224	indicates	indicate	VERB
geoplanning-15421	185	225	a	a	DET
geoplanning-15421	185	226	high	high	ADJ
geoplanning-15421	185	227	probability	probability	NOUN
geoplanning-15421	185	228	of	of	ADP
geoplanning-15421	185	229	landslide	landslide	NOUN
geoplanning-15421	185	230	occurrence	occurrence	NOUN
geoplanning-15421	185	231	.	.	PUNCT
geoplanning-15421	186	1	moreover	moreover	ADV
geoplanning-15421	186	2	,	,	PUNCT
geoplanning-15421	186	3	slope	slope	VERB
geoplanning-15421	186	4	below	below	ADP
geoplanning-15421	186	5	20	20	NUM
geoplanning-15421	186	6	°	°	PRON
geoplanning-15421	186	7	has	have	VERB
geoplanning-15421	186	8	a	a	DET
geoplanning-15421	186	9	ratio	ratio	NOUN
geoplanning-15421	186	10	of	of	ADP
geoplanning-15421	186	11	<	<	X
geoplanning-15421	186	12	1	1	NUM
geoplanning-15421	186	13	,	,	PUNCT
geoplanning-15421	186	14	which	which	PRON
geoplanning-15421	186	15	shows	show	VERB
geoplanning-15421	186	16	a	a	DET
geoplanning-15421	186	17	very	very	ADV
geoplanning-15421	186	18	low	low	ADJ
geoplanning-15421	186	19	probability	probability	NOUN
geoplanning-15421	186	20	of	of	ADP
geoplanning-15421	186	21	landslide	landslide	NOUN
geoplanning-15421	186	22	occurrence	occurrence	NOUN
geoplanning-15421	186	23	.	.	PUNCT
geoplanning-15421	187	1	in	in	ADP
geoplanning-15421	187	2	class	class	NOUN
geoplanning-15421	187	3	of	of	ADP
geoplanning-15421	187	4	elevation	elevation	NOUN
geoplanning-15421	187	5	,	,	PUNCT
geoplanning-15421	187	6	the	the	DET
geoplanning-15421	187	7	values	value	NOUN
geoplanning-15421	187	8	between	between	ADP
geoplanning-15421	187	9	1000	1000	NUM
geoplanning-15421	187	10	to	to	ADP
geoplanning-15421	187	11	2000	2000	NUM
geoplanning-15421	187	12	meters	meter	NOUN
geoplanning-15421	187	13	(	(	PUNCT
geoplanning-15421	187	14	m	m	VERB
geoplanning-15421	187	15	)	)	PUNCT
geoplanning-15421	187	16	have	have	AUX
geoplanning-15421	187	17	indicated	indicate	VERB
geoplanning-15421	187	18	a	a	DET
geoplanning-15421	187	19	high	high	ADJ
geoplanning-15421	187	20	degree	degree	NOUN
geoplanning-15421	187	21	of	of	ADP
geoplanning-15421	187	22	likelihood	likelihood	NOUN
geoplanning-15421	187	23	of	of	ADP
geoplanning-15421	187	24	the	the	DET
geoplanning-15421	187	25	landslides	landslide	NOUN
geoplanning-15421	187	26	’	'	PUNCT
geoplanning-15421	187	27	occurrence	occurrence	NOUN
geoplanning-15421	187	28	.	.	PUNCT
geoplanning-15421	188	1	in	in	ADP
geoplanning-15421	188	2	the	the	DET
geoplanning-15421	188	3	class	class	NOUN
geoplanning-15421	188	4	of	of	ADP
geoplanning-15421	188	5	curvature	curvature	NOUN
geoplanning-15421	188	6	,	,	PUNCT
geoplanning-15421	188	7	the	the	DET
geoplanning-15421	188	8	concave	concave	NOUN
geoplanning-15421	188	9	class	class	NOUN
geoplanning-15421	188	10	has	have	VERB
geoplanning-15421	188	11	a	a	DET
geoplanning-15421	188	12	higher	high	ADJ
geoplanning-15421	188	13	probability	probability	NOUN
geoplanning-15421	188	14	of	of	ADP
geoplanning-15421	188	15	landslide	landslide	NOUN
geoplanning-15421	188	16	occurrence	occurrence	NOUN
geoplanning-15421	188	17	with	with	ADP
geoplanning-15421	188	18	ratio	ratio	NOUN
geoplanning-15421	188	19	value	value	NOUN
geoplanning-15421	188	20	>	>	X
geoplanning-15421	188	21	1	1	X
geoplanning-15421	188	22	.	.	PUNCT
geoplanning-15421	189	1	in	in	ADP
geoplanning-15421	189	2	the	the	DET
geoplanning-15421	189	3	case	case	NOUN
geoplanning-15421	189	4	of	of	ADP
geoplanning-15421	189	5	the	the	DET
geoplanning-15421	189	6	class	class	NOUN
geoplanning-15421	189	7	aspect	aspect	NOUN
geoplanning-15421	189	8	,	,	PUNCT
geoplanning-15421	189	9	north	north	NOUN
geoplanning-15421	189	10	,	,	PUNCT
geoplanning-15421	189	11	northwest	northwest	NOUN
geoplanning-15421	189	12	,	,	PUNCT
geoplanning-15421	189	13	south	south	ADJ
geoplanning-15421	189	14	and	and	CCONJ
geoplanning-15421	189	15	northeast	northeast	NOUN
geoplanning-15421	189	16	-	-	PUNCT
geoplanning-15421	189	17	facing	face	VERB
geoplanning-15421	189	18	slopes	slope	NOUN
geoplanning-15421	189	19	have	have	VERB
geoplanning-15421	189	20	frequency	frequency	NOUN
geoplanning-15421	189	21	ratio	ratio	NOUN
geoplanning-15421	189	22	>	>	X
geoplanning-15421	189	23	1	1	NUM
geoplanning-15421	189	24	,	,	PUNCT
geoplanning-15421	189	25	which	which	PRON
geoplanning-15421	189	26	shows	show	VERB
geoplanning-15421	189	27	a	a	DET
geoplanning-15421	189	28	high	high	ADJ
geoplanning-15421	189	29	rate	rate	NOUN
geoplanning-15421	189	30	of	of	ADP
geoplanning-15421	189	31	probability	probability	NOUN
geoplanning-15421	189	32	of	of	ADP
geoplanning-15421	189	33	the	the	DET
geoplanning-15421	189	34	landslides	landslide	NOUN
geoplanning-15421	189	35	’	'	PUNCT
geoplanning-15421	189	36	occurrence	occurrence	NOUN
geoplanning-15421	189	37	.	.	PUNCT
geoplanning-15421	190	1	in	in	ADP
geoplanning-15421	190	2	the	the	DET
geoplanning-15421	190	3	case	case	NOUN
geoplanning-15421	190	4	of	of	ADP
geoplanning-15421	190	5	lithology	lithology	NOUN
geoplanning-15421	190	6	,	,	PUNCT
geoplanning-15421	190	7	quarter	quarter	NOUN
geoplanning-15421	190	8	lompobattang	lompobattang	PROPN
geoplanning-15421	190	9	volcanic	volcanic	PROPN
geoplanning-15421	190	10	(	(	PUNCT
geoplanning-15421	190	11	qlv	qlv	PROPN
geoplanning-15421	190	12	)	)	PUNCT
geoplanning-15421	190	13	has	have	VERB
geoplanning-15421	190	14	a	a	DET
geoplanning-15421	190	15	ratio	ratio	NOUN
geoplanning-15421	190	16	of	of	ADP
geoplanning-15421	190	17	>	>	X
geoplanning-15421	190	18	1	1	NUM
geoplanning-15421	190	19	,	,	PUNCT
geoplanning-15421	190	20	which	which	PRON
geoplanning-15421	190	21	indicates	indicate	VERB
geoplanning-15421	190	22	a	a	DET
geoplanning-15421	190	23	high	high	ADJ
geoplanning-15421	190	24	probability	probability	NOUN
geoplanning-15421	190	25	of	of	ADP
geoplanning-15421	190	26	landslides	landslide	NOUN
geoplanning-15421	190	27	’	'	PUNCT
geoplanning-15421	190	28	occurrence	occurrence	NOUN
geoplanning-15421	190	29	.	.	PUNCT
geoplanning-15421	191	1	qlv	qlv	PROPN
geoplanning-15421	191	2	is	be	AUX
geoplanning-15421	191	3	one	one	NUM
geoplanning-15421	191	4	of	of	ADP
geoplanning-15421	191	5	the	the	DET
geoplanning-15421	191	6	volcanic	volcanic	ADJ
geoplanning-15421	191	7	and	and	CCONJ
geoplanning-15421	191	8	sediment	sediment	NOUN
geoplanning-15421	191	9	formations	formation	NOUN
geoplanning-15421	191	10	in	in	ADP
geoplanning-15421	191	11	south	south	ADJ
geoplanning-15421	191	12	sulawesi	sulawesi	NOUN
geoplanning-15421	191	13	.	.	PUNCT
geoplanning-15421	192	1	causative	causative	ADJ
geoplanning-15421	192	2	factor	factor	NOUN
geoplanning-15421	192	3	i.e.	i.e.	X
geoplanning-15421	192	4	distance	distance	NOUN
geoplanning-15421	192	5	to	to	PART
geoplanning-15421	192	6	fault	fault	VERB
geoplanning-15421	192	7	and	and	CCONJ
geoplanning-15421	192	8	rivers	river	NOUN
geoplanning-15421	192	9	,	,	PUNCT
geoplanning-15421	192	10	the	the	DET
geoplanning-15421	192	11	ratio	ratio	NOUN
geoplanning-15421	192	12	of	of	ADP
geoplanning-15421	192	13	the	the	DET
geoplanning-15421	192	14	distance	distance	NOUN
geoplanning-15421	192	15	/	/	SYM
geoplanning-15421	192	16	proximity	proximity	NOUN
geoplanning-15421	192	17	is	be	AUX
geoplanning-15421	192	18	used	use	VERB
geoplanning-15421	192	19	to	to	PART
geoplanning-15421	192	20	understand	understand	VERB
geoplanning-15421	192	21	the	the	DET
geoplanning-15421	192	22	degree	degree	NOUN
geoplanning-15421	192	23	of	of	ADP
geoplanning-15421	192	24	influence	influence	NOUN
geoplanning-15421	192	25	on	on	ADP
geoplanning-15421	192	26	the	the	DET
geoplanning-15421	192	27	landslide	landslide	NOUN
geoplanning-15421	192	28	.	.	PUNCT
geoplanning-15421	193	1	distance	distance	NOUN
geoplanning-15421	193	2	to	to	ADP
geoplanning-15421	193	3	faults	fault	NOUN
geoplanning-15421	193	4	below	below	ADP
geoplanning-15421	193	5	7500	7500	NUM
geoplanning-15421	193	6	m	m	VERB
geoplanning-15421	193	7	has	have	VERB
geoplanning-15421	193	8	a	a	DET
geoplanning-15421	193	9	ratio	ratio	NOUN
geoplanning-15421	193	10	>	>	X
geoplanning-15421	194	1	1	1	X
geoplanning-15421	194	2	.	.	PUNCT
geoplanning-15421	195	1	it	it	PRON
geoplanning-15421	195	2	shows	show	VERB
geoplanning-15421	195	3	that	that	SCONJ
geoplanning-15421	195	4	more	more	ADV
geoplanning-15421	195	5	narrow	narrow	ADJ
geoplanning-15421	195	6	distance	distance	NOUN
geoplanning-15421	195	7	to	to	ADP
geoplanning-15421	195	8	the	the	DET
geoplanning-15421	195	9	fault	fault	NOUN
geoplanning-15421	195	10	,	,	PUNCT
geoplanning-15421	195	11	the	the	DET
geoplanning-15421	195	12	probability	probability	NOUN
geoplanning-15421	195	13	of	of	ADP
geoplanning-15421	195	14	landslide	landslide	NOUN
geoplanning-15421	195	15	occurrence	occurrence	NOUN
geoplanning-15421	195	16	will	will	AUX
geoplanning-15421	195	17	increase	increase	VERB
geoplanning-15421	195	18	.	.	PUNCT
geoplanning-15421	196	1	similarly	similarly	ADV
geoplanning-15421	196	2	,	,	PUNCT
geoplanning-15421	196	3	the	the	DET
geoplanning-15421	196	4	distance	distance	NOUN
geoplanning-15421	196	5	to	to	ADP
geoplanning-15421	196	6	river	river	NOUN
geoplanning-15421	196	7	below	below	ADP
geoplanning-15421	196	8	100	100	NUM
geoplanning-15421	196	9	m	m	VERB
geoplanning-15421	196	10	has	have	VERB
geoplanning-15421	196	11	frequency	frequency	NOUN
geoplanning-15421	196	12	ratio	ratio	NOUN
geoplanning-15421	196	13	>	>	X
geoplanning-15421	196	14	1	1	X
geoplanning-15421	196	15	.	.	PUNCT
geoplanning-15421	197	1	it	it	PRON
geoplanning-15421	197	2	indicates	indicate	VERB
geoplanning-15421	197	3	the	the	DET
geoplanning-15421	197	4	probability	probability	NOUN
geoplanning-15421	197	5	of	of	ADP
geoplanning-15421	197	6	landslide	landslide	NOUN
geoplanning-15421	197	7	will	will	AUX
geoplanning-15421	197	8	increase	increase	VERB
geoplanning-15421	197	9	if	if	SCONJ
geoplanning-15421	197	10	the	the	DET
geoplanning-15421	197	11	distance	distance	NOUN
geoplanning-15421	197	12	to	to	ADP
geoplanning-15421	197	13	the	the	DET
geoplanning-15421	197	14	river	river	NOUN
geoplanning-15421	197	15	is	be	AUX
geoplanning-15421	197	16	nearer	near	ADJ
geoplanning-15421	197	17	.	.	PUNCT
geoplanning-15421	198	1	to	to	PART
geoplanning-15421	198	2	create	create	VERB
geoplanning-15421	198	3	an	an	DET
geoplanning-15421	198	4	index	index	NOUN
geoplanning-15421	198	5	of	of	ADP
geoplanning-15421	198	6	susceptibility	susceptibility	NOUN
geoplanning-15421	198	7	to	to	ADP
geoplanning-15421	198	8	landslides	landslide	NOUN
geoplanning-15421	198	9	,	,	PUNCT
geoplanning-15421	198	10	all	all	DET
geoplanning-15421	198	11	causative	causative	ADJ
geoplanning-15421	198	12	factors	factor	NOUN
geoplanning-15421	198	13	were	be	AUX
geoplanning-15421	198	14	mapped	map	VERB
geoplanning-15421	198	15	in	in	ADP
geoplanning-15421	198	16	the	the	DET
geoplanning-15421	198	17	form	form	NOUN
geoplanning-15421	198	18	of	of	ADP
geoplanning-15421	198	19	raster	raster	NOUN
geoplanning-15421	198	20	maps	map	NOUN
geoplanning-15421	198	21	of	of	ADP
geoplanning-15421	198	22	the	the	DET
geoplanning-15421	198	23	value	value	NOUN
geoplanning-15421	198	24	fr	fr	NOUN
geoplanning-15421	198	25	then	then	ADV
geoplanning-15421	198	26	summed	sum	VERB
geoplanning-15421	198	27	using	use	VERB
geoplanning-15421	198	28	equation	equation	NOUN
geoplanning-15421	198	29	(	(	PUNCT
geoplanning-15421	198	30	2	2	NUM
geoplanning-15421	198	31	)	)	PUNCT
geoplanning-15421	198	32	.	.	PUNCT
geoplanning-15421	199	1	the	the	DET
geoplanning-15421	199	2	index	index	NOUN
geoplanning-15421	199	3	value	value	NOUN
geoplanning-15421	199	4	of	of	ADP
geoplanning-15421	199	5	frequency	frequency	NOUN
geoplanning-15421	199	6	ratio	ratio	NOUN
geoplanning-15421	199	7	of	of	ADP
geoplanning-15421	199	8	with	with	ADP
geoplanning-15421	199	9	luc	luc	PROPN
geoplanning-15421	199	10	was	be	AUX
geoplanning-15421	199	11	in	in	ADP
geoplanning-15421	199	12	the	the	DET
geoplanning-15421	199	13	range	range	NOUN
geoplanning-15421	199	14	of	of	ADP
geoplanning-15421	199	15	2.70	2.70	NUM
geoplanning-15421	199	16	to	to	ADP
geoplanning-15421	199	17	25.41	25.41	NUM
geoplanning-15421	199	18	and	and	CCONJ
geoplanning-15421	199	19	without	without	ADP
geoplanning-15421	199	20	luc	luc	PROPN
geoplanning-15421	199	21	was	be	AUX
geoplanning-15421	199	22	in	in	ADP
geoplanning-15421	199	23	the	the	DET
geoplanning-15421	199	24	range	range	NOUN
geoplanning-15421	199	25	of	of	ADP
geoplanning-15421	199	26	2.46	2.46	NUM
geoplanning-15421	199	27	to	to	ADP
geoplanning-15421	199	28	17.97	17.97	NUM
geoplanning-15421	199	29	(	(	PUNCT
geoplanning-15421	199	30	table	table	NOUN
geoplanning-15421	199	31	4	4	NUM
geoplanning-15421	199	32	)	)	PUNCT
geoplanning-15421	199	33	.	.	PUNCT
geoplanning-15421	200	1	the	the	DET
geoplanning-15421	200	2	higher	high	ADJ
geoplanning-15421	200	3	lsi	lsi	PROPN
geoplanning-15421	200	4	value	value	NOUN
geoplanning-15421	200	5	showed	show	VERB
geoplanning-15421	200	6	greater	great	ADJ
geoplanning-15421	200	7	susceptibility	susceptibility	NOUN
geoplanning-15421	200	8	to	to	ADP
geoplanning-15421	200	9	landslides	landslide	NOUN
geoplanning-15421	200	10	.	.	PUNCT
geoplanning-15421	201	1	the	the	DET
geoplanning-15421	201	2	results	result	NOUN
geoplanning-15421	201	3	showed	show	VERB
geoplanning-15421	201	4	that	that	SCONJ
geoplanning-15421	201	5	luc	luc	PROPN
geoplanning-15421	201	6	change	change	NOUN
geoplanning-15421	201	7	creates	create	VERB
geoplanning-15421	201	8	a	a	DET
geoplanning-15421	201	9	higher	high	ADJ
geoplanning-15421	201	10	value	value	NOUN
geoplanning-15421	201	11	than	than	ADP
geoplanning-15421	201	12	without	without	ADP
geoplanning-15421	201	13	luc	luc	PROPN
geoplanning-15421	201	14	meaning	mean	VERB
geoplanning-15421	201	15	that	that	SCONJ
geoplanning-15421	201	16	luc	luc	PROPN
geoplanning-15421	201	17	is	be	AUX
geoplanning-15421	201	18	better	well	ADJ
geoplanning-15421	201	19	to	to	PART
geoplanning-15421	201	20	predict	predict	VERB
geoplanning-15421	201	21	of	of	ADP
geoplanning-15421	201	22	landslide	landslide	NOUN
geoplanning-15421	201	23	occurrence	occurrence	NOUN
geoplanning-15421	201	24	.	.	PUNCT
geoplanning-15421	202	1	3.2	3.2	NUM
geoplanning-15421	202	2	.	.	PUNCT
geoplanning-15421	203	1	logistic	logistic	ADJ
geoplanning-15421	203	2	regression	regression	NOUN
geoplanning-15421	203	3	hence	hence	ADV
geoplanning-15421	203	4	,	,	PUNCT
geoplanning-15421	203	5	this	this	DET
geoplanning-15421	203	6	study	study	NOUN
geoplanning-15421	203	7	proposes	propose	VERB
geoplanning-15421	203	8	to	to	PART
geoplanning-15421	203	9	investigate	investigate	VERB
geoplanning-15421	203	10	ten	ten	NUM
geoplanning-15421	203	11	tests	test	NOUN
geoplanning-15421	203	12	to	to	PART
geoplanning-15421	203	13	acquire	acquire	VERB
geoplanning-15421	203	14	best	good	ADJ
geoplanning-15421	203	15	result	result	NOUN
geoplanning-15421	203	16	and	and	CCONJ
geoplanning-15421	203	17	sense	sense	NOUN
geoplanning-15421	203	18	of	of	ADP
geoplanning-15421	203	19	fairness	fairness	NOUN
geoplanning-15421	203	20	as	as	SCONJ
geoplanning-15421	203	21	shown	show	VERB
geoplanning-15421	203	22	in	in	ADP
geoplanning-15421	203	23	table	table	NOUN
geoplanning-15421	203	24	2	2	NUM
geoplanning-15421	203	25	and	and	CCONJ
geoplanning-15421	203	26	table	table	NOUN
geoplanning-15421	204	1	3	3	NUM
geoplanning-15421	204	2	.	.	X
geoplanning-15421	204	3	luc	luc	PROPN
geoplanning-15421	204	4	as	as	ADP
geoplanning-15421	204	5	a	a	DET
geoplanning-15421	204	6	new	new	ADJ
geoplanning-15421	204	7	causative	causative	ADJ
geoplanning-15421	204	8	factor	factor	NOUN
geoplanning-15421	204	9	for	for	ADP
geoplanning-15421	204	10	landslide	landslide	NOUN
geoplanning-15421	204	11	had	have	VERB
geoplanning-15421	204	12	value	value	NOUN
geoplanning-15421	204	13	of	of	ADP
geoplanning-15421	204	14	0.589	0.589	NUM
geoplanning-15421	204	15	(	(	PUNCT
geoplanning-15421	204	16	number	number	NOUN
geoplanning-15421	204	17	test	test	NOUN
geoplanning-15421	204	18	seventh	seventh	NOUN
geoplanning-15421	204	19	)	)	PUNCT
geoplanning-15421	204	20	that	that	PRON
geoplanning-15421	204	21	affects	affect	VERB
geoplanning-15421	204	22	landslide	landslide	NOUN
geoplanning-15421	204	23	occurrence	occurrence	NOUN
geoplanning-15421	204	24	.	.	PUNCT
geoplanning-15421	205	1	forest	forest	NOUN
geoplanning-15421	205	2	land	land	NOUN
geoplanning-15421	205	3	with	with	ADP
geoplanning-15421	205	4	root	root	NOUN
geoplanning-15421	205	5	system	system	NOUN
geoplanning-15421	205	6	would	would	AUX
geoplanning-15421	205	7	reinforce	reinforce	VERB
geoplanning-15421	205	8	the	the	DET
geoplanning-15421	205	9	soil	soil	NOUN
geoplanning-15421	205	10	strength	strength	NOUN
geoplanning-15421	205	11	and	and	CCONJ
geoplanning-15421	205	12	stabilizes	stabilize	VERB
geoplanning-15421	205	13	the	the	DET
geoplanning-15421	205	14	slope	slope	NOUN
geoplanning-15421	205	15	to	to	PART
geoplanning-15421	205	16	reduce	reduce	VERB
geoplanning-15421	205	17	surface	surface	NOUN
geoplanning-15421	205	18	erosion	erosion	NOUN
geoplanning-15421	205	19	or	or	CCONJ
geoplanning-15421	205	20	shallow	shallow	ADJ
geoplanning-15421	205	21	landslides	landslide	NOUN
geoplanning-15421	205	22	(	(	PUNCT
geoplanning-15421	205	23	kubota	kubota	PROPN
geoplanning-15421	205	24	,	,	PUNCT
geoplanning-15421	205	25	sanchez	sanchez	PROPN
geoplanning-15421	205	26	-	-	PUNCT
geoplanning-15421	205	27	castillo	castillo	PROPN
geoplanning-15421	205	28	,	,	PUNCT
geoplanning-15421	205	29	&	&	CCONJ
geoplanning-15421	205	30	soma	soma	PROPN
geoplanning-15421	205	31	,	,	PUNCT
geoplanning-15421	205	32	2015	2015	NUM
geoplanning-15421	205	33	)	)	PUNCT
geoplanning-15421	205	34	.	.	PUNCT
geoplanning-15421	206	1	the	the	DET
geoplanning-15421	206	2	highest	high	ADJ
geoplanning-15421	206	3	value	value	NOUN
geoplanning-15421	206	4	of	of	ADP
geoplanning-15421	206	5	3.081	3.081	NUM
geoplanning-15421	206	6	shows	show	VERB
geoplanning-15421	206	7	the	the	DET
geoplanning-15421	206	8	distance	distance	NOUN
geoplanning-15421	206	9	to	to	ADP
geoplanning-15421	206	10	the	the	DET
geoplanning-15421	206	11	river	river	NOUN
geoplanning-15421	206	12	having	have	VERB
geoplanning-15421	206	13	the	the	DET
geoplanning-15421	206	14	greatest	great	ADJ
geoplanning-15421	206	15	effect	effect	NOUN
geoplanning-15421	206	16	on	on	ADP
geoplanning-15421	206	17	landslide	landslide	NOUN
geoplanning-15421	206	18	occurrence	occurrence	NOUN
geoplanning-15421	206	19	.	.	PUNCT
geoplanning-15421	207	1	moreover	moreover	ADV
geoplanning-15421	207	2	,	,	PUNCT
geoplanning-15421	207	3	the	the	DET
geoplanning-15421	207	4	lowest	low	ADJ
geoplanning-15421	207	5	value	value	NOUN
geoplanning-15421	207	6	of	of	ADP
geoplanning-15421	207	7	elevation	elevation	NOUN
geoplanning-15421	207	8	(	(	PUNCT
geoplanning-15421	207	9	0.353	0.353	NUM
geoplanning-15421	207	10	)	)	PUNCT
geoplanning-15421	207	11	indicated	indicate	VERB
geoplanning-15421	207	12	a	a	DET
geoplanning-15421	207	13	small	small	ADJ
geoplanning-15421	207	14	effect	effect	NOUN
geoplanning-15421	207	15	on	on	ADP
geoplanning-15421	207	16	landslide	landslide	NOUN
geoplanning-15421	207	17	occurrence	occurrence	NOUN
geoplanning-15421	207	18	in	in	ADP
geoplanning-15421	207	19	this	this	DET
geoplanning-15421	207	20	research	research	NOUN
geoplanning-15421	207	21	.	.	PUNCT
geoplanning-15421	208	1	table	table	NOUN
geoplanning-15421	208	2	2	2	NUM
geoplanning-15421	208	3	.	.	PUNCT
geoplanning-15421	208	4	logistic	logistic	ADJ
geoplanning-15421	208	5	regression	regression	NOUN
geoplanning-15421	208	6	coefficient	coefficient	NOUN
geoplanning-15421	208	7	of	of	ADP
geoplanning-15421	208	8	landslide	landslide	NOUN
geoplanning-15421	208	9	causative	causative	ADJ
geoplanning-15421	208	10	factors	factor	NOUN
geoplanning-15421	208	11	using	use	VERB
geoplanning-15421	208	12	equal	equal	ADJ
geoplanning-15421	208	13	proportion	proportion	NOUN
geoplanning-15421	208	14	of	of	ADP
geoplanning-15421	208	15	landslide	landslide	NOUN
geoplanning-15421	208	16	and	and	CCONJ
geoplanning-15421	208	17	non	non	ADJ
geoplanning-15421	208	18	-	-	ADJ
geoplanning-15421	208	19	landslide	landslide	ADJ
geoplanning-15421	208	20	pixel	pixel	NOUN
geoplanning-15421	208	21	with	with	ADP
geoplanning-15421	208	22	luc	luc	PROPN
geoplanning-15421	208	23	causative	causative	ADJ
geoplanning-15421	208	24	factor	factor	NOUN
geoplanning-15421	208	25	number	number	NOUN
geoplanning-15421	208	26	test	test	NOUN
geoplanning-15421	208	27	variable	variable	NOUN
geoplanning-15421	208	28	in	in	ADP
geoplanning-15421	208	29	the	the	DET
geoplanning-15421	208	30	equation	equation	NOUN
geoplanning-15421	208	31	elevation	elevation	NOUN
geoplanning-15421	208	32	slope	slope	NOUN
geoplanning-15421	208	33	aspect	aspect	NOUN
geoplanning-15421	208	34	curvature	curvature	NOUN
geoplanning-15421	208	35	lithology	lithology	NOUN
geoplanning-15421	208	36	distance	distance	NOUN
geoplanning-15421	208	37	to	to	PART
geoplanning-15421	208	38	faults	fault	NOUN
geoplanning-15421	208	39	distance	distance	NOUN
geoplanning-15421	208	40	to	to	ADP
geoplanning-15421	208	41	river	river	NOUN
geoplanning-15421	208	42	drainage	drainage	NOUN
geoplanning-15421	208	43	density	density	NOUN
geoplanning-15421	208	44	luc	luc	PROPN
geoplanning-15421	208	45	constant	constant	ADJ
geoplanning-15421	208	46	1	1	NUM
geoplanning-15421	208	47	0.344	0.344	NUM
geoplanning-15421	208	48	0.553	0.553	NUM
geoplanning-15421	208	49	0.576	0.576	NUM
geoplanning-15421	208	50	0.659	0.659	NUM
geoplanning-15421	208	51	1.681	1.681	NUM
geoplanning-15421	208	52	0.400	0.400	NUM
geoplanning-15421	208	53	3.044	3.044	NUM
geoplanning-15421	208	54	1.214	1.214	NUM
geoplanning-15421	208	55	0.512	0.512	NUM
geoplanning-15421	208	56	-10.496	-10.496	NOUN
geoplanning-15421	208	57	2	2	NUM
geoplanning-15421	208	58	0.353	0.353	NUM
geoplanning-15421	208	59	0.562	0.562	NUM
geoplanning-15421	208	60	0.548	0.548	NUM
geoplanning-15421	208	61	0.534	0.534	NUM
geoplanning-15421	208	62	1.696	1.696	NUM
geoplanning-15421	208	63	0.476	0.476	NUM
geoplanning-15421	208	64	3.081	3.081	NUM
geoplanning-15421	208	65	0.995	0.995	NUM
geoplanning-15421	208	66	0.551	0.551	NUM
geoplanning-15421	208	67	-10.355	-10.355	PUNCT
geoplanning-15421	209	1	3	3	NUM
geoplanning-15421	209	2	0.274	0.274	NUM
geoplanning-15421	209	3	0.475	0.475	NUM
geoplanning-15421	209	4	0.624	0.624	NUM
geoplanning-15421	209	5	0.605	0.605	NUM
geoplanning-15421	209	6	1.631	1.631	NUM
geoplanning-15421	209	7	0.473	0.473	NUM
geoplanning-15421	209	8	2.630	2.630	NUM
geoplanning-15421	209	9	1.184	1.184	NUM
geoplanning-15421	209	10	0.518	0.518	NUM
geoplanning-15421	209	11	-9.882	-9.882	NOUN
geoplanning-15421	209	12	4	4	NUM
geoplanning-15421	209	13	0.302	0.302	NUM
geoplanning-15421	209	14	0.533	0.533	NUM
geoplanning-15421	209	15	0.561	0.561	NUM
geoplanning-15421	209	16	0.452	0.452	NUM
geoplanning-15421	209	17	1.612	1.612	NUM
geoplanning-15421	209	18	0.439	0.439	NUM
geoplanning-15421	209	19	2.817	2.817	NUM
geoplanning-15421	209	20	0.703	0.703	NUM
geoplanning-15421	209	21	0.425	0.425	NUM
geoplanning-15421	209	22	-9.304	-9.304	NUM
geoplanning-15421	209	23	5	5	NUM
geoplanning-15421	209	24	0.335	0.335	NUM
geoplanning-15421	209	25	0.532	0.532	NUM
geoplanning-15421	209	26	0.590	0.590	NUM
geoplanning-15421	209	27	0.391	0.391	NUM
geoplanning-15421	209	28	1.684	1.684	NUM
geoplanning-15421	209	29	0.459	0.459	NUM
geoplanning-15421	209	30	2.934	2.934	NUM
geoplanning-15421	209	31	1.175	1.175	NUM
geoplanning-15421	209	32	0.521	0.521	NUM
geoplanning-15421	209	33	-10.136	-10.136	NOUN
geoplanning-15421	209	34	6	6	NUM
geoplanning-15421	209	35	0.307	0.307	NUM
geoplanning-15421	209	36	0.535	0.535	NUM
geoplanning-15421	209	37	0.627	0.627	NUM
geoplanning-15421	209	38	0.376	0.376	NUM
geoplanning-15421	209	39	1.722	1.722	NUM
geoplanning-15421	209	40	0.371	0.371	NUM
geoplanning-15421	209	41	2.914	2.914	NUM
geoplanning-15421	209	42	0.907	0.907	NUM
geoplanning-15421	209	43	0.497	0.497	NUM
geoplanning-15421	209	44	-9.741	-9.741	PUNCT
geoplanning-15421	209	45	7	7	NUM
geoplanning-15421	209	46	0.245	0.245	NUM
geoplanning-15421	209	47	0.571	0.571	NUM
geoplanning-15421	209	48	0.551	0.551	NUM
geoplanning-15421	209	49	0.524	0.524	NUM
geoplanning-15421	209	50	1.682	1.682	NUM
geoplanning-15421	209	51	0.448	0.448	NUM
geoplanning-15421	209	52	2.818	2.818	NUM
geoplanning-15421	209	53	0.897	0.897	NUM
geoplanning-15421	209	54	0.481	0.481	NUM
geoplanning-15421	209	55	-9.693	-9.693	SYM
geoplanning-15421	209	56	8	8	NUM
geoplanning-15421	209	57	0.317	0.317	NUM
geoplanning-15421	209	58	0.511	0.511	NUM
geoplanning-15421	209	59	0.525	0.525	NUM
geoplanning-15421	209	60	0.388	0.388	NUM
geoplanning-15421	209	61	1.572	1.572	NUM
geoplanning-15421	209	62	0.506	0.506	NUM
geoplanning-15421	209	63	2.986	2.986	NUM
geoplanning-15421	209	64	0.814	0.814	NUM
geoplanning-15421	209	65	0.539	0.539	NUM
geoplanning-15421	209	66	-9.638	-9.638	NUM
geoplanning-15421	209	67	9	9	NUM
geoplanning-15421	209	68	0.400	0.400	NUM
geoplanning-15421	209	69	0.552	0.552	NUM
geoplanning-15421	209	70	0.498	0.498	NUM
geoplanning-15421	209	71	0.430	0.430	NUM
geoplanning-15421	209	72	1.541	1.541	NUM
geoplanning-15421	209	73	0.445	0.445	NUM
geoplanning-15421	209	74	3.119	3.119	NUM
geoplanning-15421	209	75	0.597	0.597	NUM
geoplanning-15421	209	76	0.378	0.378	NUM
geoplanning-15421	209	77	-9.421	-9.421	PUNCT
geoplanning-15421	209	78	10	10	NUM
geoplanning-15421	209	79	0.348	0.348	NUM
geoplanning-15421	209	80	0.563	0.563	NUM
geoplanning-15421	209	81	0.498	0.498	NUM
geoplanning-15421	209	82	0.329	0.329	NUM
geoplanning-15421	209	83	1.723	1.723	NUM
geoplanning-15421	209	84	0.446	0.446	NUM
geoplanning-15421	209	85	2.985	2.985	NUM
geoplanning-15421	209	86	0.803	0.803	NUM
geoplanning-15421	209	87	0.355	0.355	NUM
geoplanning-15421	209	88	-9.530	-9.530	ADJ
geoplanning-15421	209	89	table	table	NOUN
geoplanning-15421	209	90	3	3	NUM
geoplanning-15421	209	91	.	.	PUNCT
geoplanning-15421	209	92	logistic	logistic	ADJ
geoplanning-15421	209	93	regression	regression	NOUN
geoplanning-15421	209	94	coefficient	coefficient	NOUN
geoplanning-15421	209	95	of	of	ADP
geoplanning-15421	209	96	landslide	landslide	NOUN
geoplanning-15421	209	97	causative	causative	ADJ
geoplanning-15421	209	98	factors	factor	NOUN
geoplanning-15421	209	99	using	use	VERB
geoplanning-15421	209	100	equal	equal	ADJ
geoplanning-15421	209	101	proportion	proportion	NOUN
geoplanning-15421	209	102	of	of	ADP
geoplanning-15421	209	103	landslide	landslide	NOUN
geoplanning-15421	209	104	and	and	CCONJ
geoplanning-15421	209	105	non	non	ADJ
geoplanning-15421	209	106	-	-	ADJ
geoplanning-15421	209	107	landslide	landslide	ADJ
geoplanning-15421	209	108	pixel	pixel	NOUN
geoplanning-15421	209	109	without	without	ADP
geoplanning-15421	209	110	luc	luc	PROPN
geoplanning-15421	209	111	causative	causative	ADJ
geoplanning-15421	209	112	factor	factor	NOUN
geoplanning-15421	209	113	number	number	NOUN
geoplanning-15421	209	114	test	test	NOUN
geoplanning-15421	209	115	variable	variable	NOUN
geoplanning-15421	209	116	in	in	ADP
geoplanning-15421	209	117	the	the	DET
geoplanning-15421	209	118	equation	equation	NOUN
geoplanning-15421	209	119	elevation	elevation	NOUN
geoplanning-15421	209	120	slope	slope	NOUN
geoplanning-15421	209	121	aspect	aspect	NOUN
geoplanning-15421	209	122	curvature	curvature	NOUN
geoplanning-15421	209	123	lithology	lithology	NOUN
geoplanning-15421	209	124	distance	distance	NOUN
geoplanning-15421	209	125	to	to	PART
geoplanning-15421	209	126	faults	fault	NOUN
geoplanning-15421	209	127	distance	distance	NOUN
geoplanning-15421	209	128	to	to	ADP
geoplanning-15421	209	129	river	river	NOUN
geoplanning-15421	209	130	drainage	drainage	NOUN
geoplanning-15421	209	131	density	density	NOUN
geoplanning-15421	209	132	constant	constant	ADJ
geoplanning-15421	209	133	1	1	NUM
geoplanning-15421	209	134	0.486	0.486	NUM
geoplanning-15421	209	135	0.587	0.587	NUM
geoplanning-15421	209	136	0.554	0.554	NUM
geoplanning-15421	209	137	0.671	0.671	NUM
geoplanning-15421	209	138	1.618	1.618	NUM
geoplanning-15421	209	139	0.376	0.376	NUM
geoplanning-15421	209	140	2.983	2.983	NUM
geoplanning-15421	209	141	1.317	1.317	NUM
geoplanning-15421	209	142	-10.047	-10.047	NOUN
geoplanning-15421	209	143	2	2	NUM
geoplanning-15421	209	144	0.509	0.509	NUM
geoplanning-15421	209	145	0.600	0.600	NUM
geoplanning-15421	209	146	0.533	0.533	NUM
geoplanning-15421	209	147	0.537	0.537	NUM
geoplanning-15421	209	148	1.643	1.643	NUM
geoplanning-15421	209	149	0.442	0.442	NUM
geoplanning-15421	209	150	3.026	3.026	NUM
geoplanning-15421	209	151	1.130	1.130	NUM
geoplanning-15421	209	152	-9.927	-9.927	VERB
geoplanning-15421	209	153	3	3	NUM
geoplanning-15421	209	154	0.409	0.409	NUM
geoplanning-15421	209	155	0.509	0.509	NUM
geoplanning-15421	209	156	0.603	0.603	NUM
geoplanning-15421	209	157	0.635	0.635	NUM
geoplanning-15421	209	158	1.566	1.566	NUM
geoplanning-15421	209	159	0.448	0.448	NUM
geoplanning-15421	209	160	2.573	2.573	NUM
geoplanning-15421	209	161	1.325	1.325	NUM
geoplanning-15421	209	162	-9.479	-9.479	PUNCT
geoplanning-15421	209	163	4	4	NUM
geoplanning-15421	209	164	0.417	0.417	NUM
geoplanning-15421	209	165	0.562	0.562	NUM
geoplanning-15421	209	166	0.544	0.544	NUM
geoplanning-15421	209	167	0.472	0.472	NUM
geoplanning-15421	209	168	1.578	1.578	NUM
geoplanning-15421	209	169	0.419	0.419	NUM
geoplanning-15421	209	170	2.791	2.791	NUM
geoplanning-15421	209	171	0.814	0.814	NUM
geoplanning-15421	209	172	-9.014	-9.014	NUM
geoplanning-15421	209	173	5	5	NUM
geoplanning-15421	209	174	0.471	0.471	NUM
geoplanning-15421	209	175	0.568	0.568	NUM
geoplanning-15421	209	176	0.576	0.576	NUM
geoplanning-15421	209	177	0.406	0.406	NUM
geoplanning-15421	209	178	1.617	1.617	NUM
geoplanning-15421	209	179	0.428	0.428	NUM
geoplanning-15421	209	180	2.902	2.902	NUM
geoplanning-15421	209	181	1.317	1.317	NUM
geoplanning-15421	209	182	-9.740	-9.740	ADP
geoplanning-15421	209	183	6	6	NUM
geoplanning-15421	209	184	0.448	0.448	NUM
geoplanning-15421	209	185	0.571	0.571	NUM
geoplanning-15421	209	186	0.611	0.611	NUM
geoplanning-15421	209	187	0.393	0.393	NUM
geoplanning-15421	209	188	1.669	1.669	NUM
geoplanning-15421	209	189	0.342	0.342	NUM
geoplanning-15421	209	190	2.892	2.892	NUM
geoplanning-15421	209	191	1.031	1.031	NUM
geoplanning-15421	209	192	-9.397	-9.397	NOUN
geoplanning-15421	209	193	7	7	NUM
geoplanning-15421	209	194	0.372	0.372	NUM
geoplanning-15421	209	195	0.605	0.605	NUM
geoplanning-15421	209	196	0.533	0.533	NUM
geoplanning-15421	209	197	0.538	0.538	NUM
geoplanning-15421	209	198	1.647	1.647	NUM
geoplanning-15421	209	199	0.422	0.422	NUM
geoplanning-15421	209	200	2.793	2.793	NUM
geoplanning-15421	209	201	1.032	1.032	NUM
geoplanning-15421	209	202	-9.368	-9.368	NOUN
geoplanning-15421	209	203	8	8	NUM
geoplanning-15421	209	204	0.464	0.464	NUM
geoplanning-15421	209	205	0.546	0.546	NUM
geoplanning-15421	209	206	0.504	0.504	NUM
geoplanning-15421	209	207	0.411	0.411	NUM
geoplanning-15421	209	208	1.503	1.503	NUM
geoplanning-15421	209	209	0.481	0.481	NUM
geoplanning-15421	209	210	2.916	2.916	NUM
geoplanning-15421	209	211	0.956	0.956	NUM
geoplanning-15421	209	212	-9.200	-9.200	NUM
geoplanning-15421	209	213	9	9	NUM
geoplanning-15421	209	214	0.504	0.504	NUM
geoplanning-15421	209	215	0.579	0.579	NUM
geoplanning-15421	209	216	0.485	0.485	NUM
geoplanning-15421	209	217	0.446	0.446	NUM
geoplanning-15421	209	218	1.517	1.517	NUM
geoplanning-15421	209	219	0.422	0.422	NUM
geoplanning-15421	209	220	3.090	3.090	NUM
geoplanning-15421	209	221	0.698	0.698	NUM
geoplanning-15421	209	222	-9.160	-9.160	VERB
geoplanning-15421	209	223	10	10	NUM
geoplanning-15421	209	224	0.453	0.453	NUM
geoplanning-15421	209	225	0.591	0.591	NUM
geoplanning-15421	209	226	0.491	0.491	NUM
geoplanning-15421	209	227	0.341	0.341	NUM
geoplanning-15421	209	228	1.680	1.680	NUM
geoplanning-15421	209	229	0.424	0.424	NUM
geoplanning-15421	209	230	2.985	2.985	NUM
geoplanning-15421	209	231	0.931	0.931	NUM
geoplanning-15421	209	232	-9.339	-9.339	PUNCT
geoplanning-15421	209	233	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	209	234	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	209	235	soma	soma	NOUN
geoplanning-15421	209	236	and	and	CCONJ
geoplanning-15421	209	237	kubota	kubota	NOUN
geoplanning-15421	209	238	/	/	PUNCT
geoplanning-15421	209	239	geoplanning	geoplanning	NOUN
geoplanning-15421	209	240	:	:	PUNCT
geoplanning-15421	209	241	journal	journal	NOUN
geoplanning-15421	209	242	of	of	ADP
geoplanning-15421	209	243	geomatics	geomatics	PROPN
geoplanning-15421	209	244	and	and	CCONJ
geoplanning-15421	209	245	planning	planning	NOUN
geoplanning-15421	209	246	,	,	PUNCT
geoplanning-15421	209	247	vol	vol	NOUN
geoplanning-15421	209	248	4	4	NUM
geoplanning-15421	209	249	,	,	PUNCT
geoplanning-15421	209	250	no	no	INTJ
geoplanning-15421	209	251	.	.	NOUN
geoplanning-15421	209	252	2	2	NUM
geoplanning-15421	209	253	,	,	PUNCT
geoplanning-15421	209	254	2017	2017	NUM
geoplanning-15421	209	255	,	,	PUNCT
geoplanning-15421	209	256	157	157	NUM
geoplanning-15421	209	257	-	-	SYM
geoplanning-15421	209	258	170	170	NUM
geoplanning-15421	209	259	doi	doi	NOUN
geoplanning-15421	209	260	:	:	PUNCT
geoplanning-15421	209	261	10.14710	10.14710	NUM
geoplanning-15421	209	262	/	/	SYM
geoplanning-15421	209	263	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	209	264	-	-	NOUN
geoplanning-15421	209	265	170	170	NUM
geoplanning-15421	209	266	166	166	NUM
geoplanning-15421	209	267	|	|	ADV
geoplanning-15421	209	268	a	a	X
geoplanning-15421	209	269	)	)	PUNCT
geoplanning-15421	209	270	b	b	NOUN
geoplanning-15421	209	271	)	)	PUNCT
geoplanning-15421	209	272	3.3	3.3	NUM
geoplanning-15421	209	273	.	.	PUNCT
geoplanning-15421	210	1	validation	validation	NOUN
geoplanning-15421	210	2	table	table	NOUN
geoplanning-15421	210	3	4	4	NUM
geoplanning-15421	210	4	shows	show	VERB
geoplanning-15421	210	5	results	result	NOUN
geoplanning-15421	210	6	of	of	ADP
geoplanning-15421	210	7	auc	auc	ADJ
geoplanning-15421	210	8	curve	curve	NOUN
geoplanning-15421	210	9	for	for	ADP
geoplanning-15421	210	10	both	both	PRON
geoplanning-15421	210	11	success	success	NOUN
geoplanning-15421	210	12	rate	rate	NOUN
geoplanning-15421	210	13	and	and	CCONJ
geoplanning-15421	210	14	predictive	predictive	ADJ
geoplanning-15421	210	15	rate	rate	NOUN
geoplanning-15421	210	16	for	for	ADP
geoplanning-15421	210	17	each	each	DET
geoplanning-15421	210	18	test	test	NOUN
geoplanning-15421	210	19	.	.	PUNCT
geoplanning-15421	211	1	some	some	DET
geoplanning-15421	211	2	landslide	landslide	NOUN
geoplanning-15421	211	3	and	and	CCONJ
geoplanning-15421	211	4	non	non	ADJ
geoplanning-15421	211	5	-	-	ADJ
geoplanning-15421	211	6	landslide	landslide	ADJ
geoplanning-15421	211	7	pixels	pixel	NOUN
geoplanning-15421	211	8	were	be	AUX
geoplanning-15421	211	9	used	use	VERB
geoplanning-15421	211	10	to	to	PART
geoplanning-15421	211	11	obtain	obtain	VERB
geoplanning-15421	211	12	auc	auc	ADJ
geoplanning-15421	211	13	success	success	NOUN
geoplanning-15421	211	14	and	and	CCONJ
geoplanning-15421	211	15	predictive	predictive	ADJ
geoplanning-15421	211	16	rate	rate	NOUN
geoplanning-15421	211	17	.	.	PUNCT
geoplanning-15421	212	1	in	in	ADP
geoplanning-15421	212	2	general	general	ADJ
geoplanning-15421	212	3	,	,	PUNCT
geoplanning-15421	212	4	the	the	DET
geoplanning-15421	212	5	auc	auc	NOUN
geoplanning-15421	212	6	of	of	ADP
geoplanning-15421	212	7	roc	roc	PROPN
geoplanning-15421	212	8	curves	curve	NOUN
geoplanning-15421	212	9	representing	represent	VERB
geoplanning-15421	212	10	excellent	excellent	ADJ
geoplanning-15421	212	11	,	,	PUNCT
geoplanning-15421	212	12	good	good	ADJ
geoplanning-15421	212	13	,	,	PUNCT
geoplanning-15421	212	14	and	and	CCONJ
geoplanning-15421	212	15	valueless	valueless	NOUN
geoplanning-15421	212	16	tests	test	NOUN
geoplanning-15421	212	17	were	be	AUX
geoplanning-15421	212	18	plotted	plot	VERB
geoplanning-15421	212	19	on	on	ADP
geoplanning-15421	212	20	the	the	DET
geoplanning-15421	212	21	graph	graph	NOUN
geoplanning-15421	212	22	.	.	PUNCT
geoplanning-15421	213	1	it	it	PRON
geoplanning-15421	213	2	classifies	classify	VERB
geoplanning-15421	213	3	the	the	DET
geoplanning-15421	213	4	accuracy	accuracy	NOUN
geoplanning-15421	213	5	of	of	ADP
geoplanning-15421	213	6	a	a	DET
geoplanning-15421	213	7	diagnostic	diagnostic	ADJ
geoplanning-15421	213	8	test	test	NOUN
geoplanning-15421	213	9	i.e.	i.e.	X
geoplanning-15421	213	10	the	the	DET
geoplanning-15421	213	11	value	value	NOUN
geoplanning-15421	213	12	ranges	range	VERB
geoplanning-15421	213	13	from	from	ADP
geoplanning-15421	213	14	0.50	0.50	NUM
geoplanning-15421	213	15	to	to	ADP
geoplanning-15421	213	16	0.60	0.60	NUM
geoplanning-15421	213	17	(	(	PUNCT
geoplanning-15421	213	18	fail	fail	ADJ
geoplanning-15421	213	19	)	)	PUNCT
geoplanning-15421	213	20	,	,	PUNCT
geoplanning-15421	213	21	0.60–0.70	0.60–0.70	NUM
geoplanning-15421	213	22	(	(	PUNCT
geoplanning-15421	213	23	poor	poor	ADJ
geoplanning-15421	213	24	)	)	PUNCT
geoplanning-15421	213	25	,	,	PUNCT
geoplanning-15421	213	26	0.70–0.80	0.70–0.80	NUM
geoplanning-15421	213	27	(	(	PUNCT
geoplanning-15421	213	28	fair	fair	ADJ
geoplanning-15421	213	29	)	)	PUNCT
geoplanning-15421	213	30	,	,	PUNCT
geoplanning-15421	213	31	0.80–0.90	0.80–0.90	NUM
geoplanning-15421	213	32	(	(	PUNCT
geoplanning-15421	213	33	good	good	ADJ
geoplanning-15421	213	34	)	)	PUNCT
geoplanning-15421	213	35	,	,	PUNCT
geoplanning-15421	213	36	and	and	CCONJ
geoplanning-15421	213	37	0.90–1.00	0.90–1.00	NUM
geoplanning-15421	213	38	(	(	PUNCT
geoplanning-15421	213	39	excellent	excellent	ADJ
geoplanning-15421	213	40	)	)	PUNCT
geoplanning-15421	213	41	(	(	PUNCT
geoplanning-15421	213	42	rasyid	rasyid	NOUN
geoplanning-15421	213	43	et	et	PROPN
geoplanning-15421	213	44	al	al	PROPN
geoplanning-15421	213	45	.	.	PROPN
geoplanning-15421	213	46	,	,	PUNCT
geoplanning-15421	213	47	2016	2016	NUM
geoplanning-15421	213	48	)	)	PUNCT
geoplanning-15421	213	49	.	.	PUNCT
geoplanning-15421	214	1	the	the	DET
geoplanning-15421	214	2	results	result	NOUN
geoplanning-15421	214	3	showed	show	VERB
geoplanning-15421	214	4	that	that	SCONJ
geoplanning-15421	214	5	the	the	DET
geoplanning-15421	214	6	entire	entire	ADJ
geoplanning-15421	214	7	test	test	NOUN
geoplanning-15421	214	8	of	of	ADP
geoplanning-15421	214	9	fr	fr	NOUN
geoplanning-15421	214	10	and	and	CCONJ
geoplanning-15421	214	11	lr	lr	NOUN
geoplanning-15421	214	12	methods	method	NOUN
geoplanning-15421	214	13	both	both	PRON
geoplanning-15421	214	14	of	of	ADP
geoplanning-15421	214	15	with	with	ADP
geoplanning-15421	214	16	and	and	CCONJ
geoplanning-15421	214	17	without	without	ADP
geoplanning-15421	214	18	luc	luc	PROPN
geoplanning-15421	214	19	are	be	AUX
geoplanning-15421	214	20	included	include	VERB
geoplanning-15421	214	21	in	in	ADP
geoplanning-15421	214	22	the	the	DET
geoplanning-15421	214	23	good	good	ADJ
geoplanning-15421	214	24	category	category	NOUN
geoplanning-15421	214	25	.	.	PUNCT
geoplanning-15421	215	1	the	the	DET
geoplanning-15421	215	2	value	value	NOUN
geoplanning-15421	215	3	ranged	range	VERB
geoplanning-15421	215	4	from	from	ADP
geoplanning-15421	215	5	0.833	0.833	NUM
geoplanning-15421	215	6	to	to	ADP
geoplanning-15421	215	7	0.854	0.854	NUM
geoplanning-15421	215	8	in	in	ADP
geoplanning-15421	215	9	success	success	NOUN
geoplanning-15421	215	10	rate	rate	NOUN
geoplanning-15421	215	11	and	and	CCONJ
geoplanning-15421	215	12	0.833	0.833	NUM
geoplanning-15421	215	13	to	to	ADP
geoplanning-15421	215	14	0.852	0.852	NUM
geoplanning-15421	215	15	in	in	ADP
geoplanning-15421	215	16	predictive	predictive	ADJ
geoplanning-15421	215	17	rate	rate	NOUN
geoplanning-15421	215	18	,	,	PUNCT
geoplanning-15421	215	19	respectively	respectively	ADV
geoplanning-15421	215	20	(	(	PUNCT
geoplanning-15421	215	21	table	table	NOUN
geoplanning-15421	215	22	4	4	NUM
geoplanning-15421	215	23	and	and	CCONJ
geoplanning-15421	215	24	fig	fig	NOUN
geoplanning-15421	215	25	.	.	PUNCT
geoplanning-15421	216	1	5	5	NUM
geoplanning-15421	216	2	)	)	PUNCT
geoplanning-15421	216	3	.	.	PUNCT
geoplanning-15421	217	1	moreover	moreover	ADV
geoplanning-15421	217	2	,	,	PUNCT
geoplanning-15421	217	3	success	success	NOUN
geoplanning-15421	217	4	rate	rate	NOUN
geoplanning-15421	217	5	and	and	CCONJ
geoplanning-15421	217	6	predictive	predictive	ADJ
geoplanning-15421	217	7	rate	rate	NOUN
geoplanning-15421	217	8	value	value	NOUN
geoplanning-15421	217	9	for	for	ADP
geoplanning-15421	217	10	all	all	DET
geoplanning-15421	217	11	methods	method	NOUN
geoplanning-15421	217	12	were	be	AUX
geoplanning-15421	217	13	near	near	ADJ
geoplanning-15421	217	14	to	to	ADP
geoplanning-15421	217	15	the	the	DET
geoplanning-15421	217	16	interval	interval	NOUN
geoplanning-15421	217	17	of	of	ADP
geoplanning-15421	217	18	0.02	0.02	NUM
geoplanning-15421	217	19	indicating	indicate	VERB
geoplanning-15421	217	20	that	that	SCONJ
geoplanning-15421	217	21	all	all	DET
geoplanning-15421	217	22	the	the	DET
geoplanning-15421	217	23	methods	method	NOUN
geoplanning-15421	217	24	were	be	AUX
geoplanning-15421	217	25	more	more	ADV
geoplanning-15421	217	26	reliable	reliable	ADJ
geoplanning-15421	217	27	to	to	ADP
geoplanning-15421	217	28	a	a	DET
geoplanning-15421	217	29	predictive	predictive	ADJ
geoplanning-15421	217	30	landslide	landslide	NOUN
geoplanning-15421	217	31	in	in	ADP
geoplanning-15421	217	32	the	the	DET
geoplanning-15421	217	33	future	future	NOUN
geoplanning-15421	217	34	.	.	PUNCT
geoplanning-15421	218	1	the	the	DET
geoplanning-15421	218	2	proximity	proximity	NOUN
geoplanning-15421	218	3	of	of	ADP
geoplanning-15421	218	4	success	success	NOUN
geoplanning-15421	218	5	rate	rate	NOUN
geoplanning-15421	218	6	and	and	CCONJ
geoplanning-15421	218	7	predictive	predictive	ADJ
geoplanning-15421	218	8	rate	rate	NOUN
geoplanning-15421	218	9	values	value	NOUN
geoplanning-15421	218	10	show	show	VERB
geoplanning-15421	218	11	how	how	SCONJ
geoplanning-15421	218	12	the	the	DET
geoplanning-15421	218	13	method	method	NOUN
geoplanning-15421	218	14	helps	help	VERB
geoplanning-15421	218	15	in	in	ADP
geoplanning-15421	218	16	landslide	landslide	NOUN
geoplanning-15421	218	17	prediction	prediction	NOUN
geoplanning-15421	218	18	in	in	ADP
geoplanning-15421	218	19	the	the	DET
geoplanning-15421	218	20	future	future	NOUN
geoplanning-15421	218	21	(	(	PUNCT
geoplanning-15421	218	22	meten	meten	ADJ
geoplanning-15421	218	23	,	,	PUNCT
geoplanning-15421	218	24	prakashbhandary	prakashbhandary	ADJ
geoplanning-15421	218	25	,	,	PUNCT
geoplanning-15421	218	26	&	&	CCONJ
geoplanning-15421	218	27	yatabe	yatabe	PROPN
geoplanning-15421	218	28	,	,	PUNCT
geoplanning-15421	218	29	2015	2015	NUM
geoplanning-15421	218	30	)	)	PUNCT
geoplanning-15421	218	31	.	.	PUNCT
geoplanning-15421	219	1	tabel	tabel	NOUN
geoplanning-15421	219	2	4	4	NUM
geoplanning-15421	219	3	.	.	PUNCT
geoplanning-15421	219	4	auc	auc	NOUN
geoplanning-15421	219	5	of	of	ADP
geoplanning-15421	219	6	roc	roc	PROPN
geoplanning-15421	219	7	curve	curve	NOUN
geoplanning-15421	219	8	of	of	ADP
geoplanning-15421	219	9	success	success	NOUN
geoplanning-15421	219	10	and	and	CCONJ
geoplanning-15421	219	11	predictive	predictive	ADJ
geoplanning-15421	219	12	rate	rate	NOUN
geoplanning-15421	219	13	and	and	CCONJ
geoplanning-15421	219	14	ratio	ratio	NOUN
geoplanning-15421	219	15	of	of	ADP
geoplanning-15421	219	16	landslide	landslide	NOUN
geoplanning-15421	219	17	validation	validation	NOUN
geoplanning-15421	219	18	on	on	ADP
geoplanning-15421	219	19	landslide	landslide	NOUN
geoplanning-15421	219	20	susceptibility	susceptibility	NOUN
geoplanning-15421	219	21	map	map	NOUN
geoplanning-15421	219	22	using	use	VERB
geoplanning-15421	219	23	fr	fr	NOUN
geoplanning-15421	219	24	,	,	PUNCT
geoplanning-15421	219	25	and	and	CCONJ
geoplanning-15421	219	26	lr	lr	PROPN
geoplanning-15421	219	27	method	method	NOUN
geoplanning-15421	219	28	method	method	NOUN
geoplanning-15421	219	29	fr	fr	PROPN
geoplanning-15421	219	30	number	number	NOUN
geoplanning-15421	219	31	test	test	NOUN
geoplanning-15421	219	32	of	of	ADP
geoplanning-15421	219	33	lr	lr	PROPN
geoplanning-15421	219	34	1	1	NUM
geoplanning-15421	219	35	2	2	NUM
geoplanning-15421	219	36	3	3	NUM
geoplanning-15421	219	37	4	4	NUM
geoplanning-15421	219	38	5	5	NUM
geoplanning-15421	219	39	6	6	NUM
geoplanning-15421	219	40	7	7	NUM
geoplanning-15421	219	41	8	8	NUM
geoplanning-15421	219	42	9	9	NUM
geoplanning-15421	219	43	10	10	NUM
geoplanning-15421	219	44	with	with	ADP
geoplanning-15421	219	45	luc	luc	PROPN
geoplanning-15421	219	46	:	:	PUNCT
geoplanning-15421	219	47	auc	auc	NOUN
geoplanning-15421	219	48	success	success	NOUN
geoplanning-15421	219	49	rate	rate	NOUN
geoplanning-15421	219	50	0.835	0.835	NUM
geoplanning-15421	219	51	0.854	0.854	NUM
geoplanning-15421	219	52	0.854	0.854	NUM
geoplanning-15421	219	53	0.853	0.853	NUM
geoplanning-15421	219	54	0.854	0.854	NUM
geoplanning-15421	219	55	0.854	0.854	NUM
geoplanning-15421	219	56	0.854	0.854	NUM
geoplanning-15421	219	57	0.854	0.854	NUM
geoplanning-15421	219	58	0.854	0.854	NUM
geoplanning-15421	219	59	0.854	0.854	NUM
geoplanning-15421	219	60	0.854	0.854	NUM
geoplanning-15421	219	61	auc	auc	NOUN
geoplanning-15421	219	62	predictive	predictive	ADJ
geoplanning-15421	219	63	rate	rate	NOUN
geoplanning-15421	219	64	0.834	0.834	NUM
geoplanning-15421	219	65	0.852	0.852	NUM
geoplanning-15421	219	66	0.852	0.852	NUM
geoplanning-15421	219	67	0.851	0.851	NUM
geoplanning-15421	219	68	0.852	0.852	NUM
geoplanning-15421	219	69	0.852	0.852	NUM
geoplanning-15421	219	70	0.852	0.852	NUM
geoplanning-15421	219	71	0.852	0.852	NUM
geoplanning-15421	219	72	0.852	0.852	NUM
geoplanning-15421	219	73	0.851	0.851	NUM
geoplanning-15421	219	74	0.852	0.852	NUM
geoplanning-15421	219	75	h+vh	h+vh	NOUN
geoplanning-15421	219	76	(	(	PUNCT
geoplanning-15421	219	77	%	%	NOUN
geoplanning-15421	219	78	)	)	PUNCT
geoplanning-15421	219	79	79.35	79.35	NUM
geoplanning-15421	219	80	80.08	80.08	NUM
geoplanning-15421	219	81	80.24	80.24	NUM
geoplanning-15421	219	82	78.70	78.70	NUM
geoplanning-15421	219	83	79.43	79.43	NUM
geoplanning-15421	219	84	79.92	79.92	NUM
geoplanning-15421	219	85	80.00	80.00	NUM
geoplanning-15421	219	86	80.00	80.00	NUM
geoplanning-15421	219	87	79.19	79.19	NUM
geoplanning-15421	219	88	79.67	79.67	NUM
geoplanning-15421	219	89	79.76	79.76	NUM
geoplanning-15421	219	90	without	without	ADP
geoplanning-15421	219	91	luc	luc	PROPN
geoplanning-15421	219	92	:	:	PUNCT
geoplanning-15421	219	93	auc	auc	NOUN
geoplanning-15421	219	94	success	success	NOUN
geoplanning-15421	219	95	rate	rate	NOUN
geoplanning-15421	219	96	0.833	0.833	NUM
geoplanning-15421	219	97	0.850	0.850	NUM
geoplanning-15421	219	98	0.851	0.851	NUM
geoplanning-15421	219	99	0.850	0.850	NUM
geoplanning-15421	219	100	0.,851	0.,851	NOUN
geoplanning-15421	219	101	0.850	0.850	NUM
geoplanning-15421	219	102	0.850	0.850	NUM
geoplanning-15421	219	103	0.851	0.851	NUM
geoplanning-15421	219	104	0.850	0.850	NUM
geoplanning-15421	219	105	0.850	0.850	NUM
geoplanning-15421	219	106	0.851	0.851	NUM
geoplanning-15421	219	107	auc	auc	ADJ
geoplanning-15421	219	108	predictive	predictive	ADJ
geoplanning-15421	219	109	rate	rate	NOUN
geoplanning-15421	219	110	0.833	0.833	NUM
geoplanning-15421	219	111	0.848	0.848	NUM
geoplanning-15421	219	112	0.849	0.849	NUM
geoplanning-15421	219	113	0.848	0.848	NUM
geoplanning-15421	219	114	0.848	0.848	NUM
geoplanning-15421	219	115	0.848	0.848	NUM
geoplanning-15421	219	116	0.848	0.848	NUM
geoplanning-15421	219	117	0.849	0.849	NUM
geoplanning-15421	219	118	0.848	0.848	NUM
geoplanning-15421	219	119	0.848	0.848	NUM
geoplanning-15421	219	120	0.849	0.849	NUM
geoplanning-15421	219	121	h+vh	h+vh	NOUN
geoplanning-15421	219	122	(	(	PUNCT
geoplanning-15421	219	123	%	%	NOUN
geoplanning-15421	219	124	)	)	PUNCT
geoplanning-15421	219	125	78.46	78.46	NUM
geoplanning-15421	219	126	77.97	77.97	NUM
geoplanning-15421	219	127	77.56	77.56	NUM
geoplanning-15421	219	128	77.24	77.24	NUM
geoplanning-15421	219	129	78.38	78.38	NUM
geoplanning-15421	219	130	77.40	77.40	NUM
geoplanning-15421	219	131	77.97	77.97	NUM
geoplanning-15421	219	132	79.19	79.19	NUM
geoplanning-15421	219	133	77.07	77.07	NUM
geoplanning-15421	219	134	79.19	79.19	NUM
geoplanning-15421	219	135	78.94	78.94	NUM
geoplanning-15421	219	136	figure	figure	NOUN
geoplanning-15421	219	137	5	5	NUM
geoplanning-15421	219	138	.	.	PUNCT
geoplanning-15421	219	139	auc	auc	NOUN
geoplanning-15421	219	140	of	of	ADP
geoplanning-15421	219	141	roc	roc	PROPN
geoplanning-15421	219	142	of	of	ADP
geoplanning-15421	219	143	landslide	landslide	NOUN
geoplanning-15421	219	144	susceptibility	susceptibility	NOUN
geoplanning-15421	219	145	of	of	ADP
geoplanning-15421	219	146	with	with	ADP
geoplanning-15421	219	147	and	and	CCONJ
geoplanning-15421	219	148	without	without	ADP
geoplanning-15421	219	149	luc	luc	PROPN
geoplanning-15421	219	150	causative	causative	ADJ
geoplanning-15421	219	151	factor	factor	NOUN
geoplanning-15421	219	152	using	use	VERB
geoplanning-15421	219	153	fr	fr	NOUN
geoplanning-15421	219	154	,	,	PUNCT
geoplanning-15421	219	155	and	and	CCONJ
geoplanning-15421	219	156	lr	lr	NOUN
geoplanning-15421	219	157	method	method	NOUN
geoplanning-15421	219	158	;	;	PUNCT
geoplanning-15421	219	159	a	a	X
geoplanning-15421	219	160	)	)	PUNCT
geoplanning-15421	219	161	success	success	NOUN
geoplanning-15421	219	162	rate	rate	NOUN
geoplanning-15421	219	163	and	and	CCONJ
geoplanning-15421	219	164	b	b	NOUN
geoplanning-15421	219	165	)	)	PUNCT
geoplanning-15421	219	166	predictive	predictive	ADJ
geoplanning-15421	219	167	rate	rate	NOUN
geoplanning-15421	219	168	in	in	ADP
geoplanning-15421	219	169	this	this	DET
geoplanning-15421	219	170	study	study	NOUN
geoplanning-15421	219	171	,	,	PUNCT
geoplanning-15421	219	172	lr	lr	PROPN
geoplanning-15421	219	173	method	method	NOUN
geoplanning-15421	219	174	conducted	conduct	VERB
geoplanning-15421	219	175	one	one	NUM
geoplanning-15421	219	176	more	more	ADJ
geoplanning-15421	219	177	validation	validation	NOUN
geoplanning-15421	219	178	to	to	PART
geoplanning-15421	219	179	choose	choose	VERB
geoplanning-15421	219	180	the	the	DET
geoplanning-15421	219	181	best	good	ADJ
geoplanning-15421	219	182	statistical	statistical	ADJ
geoplanning-15421	219	183	model	model	NOUN
geoplanning-15421	219	184	for	for	ADP
geoplanning-15421	219	185	creating	create	VERB
geoplanning-15421	219	186	landslide	landslide	NOUN
geoplanning-15421	219	187	susceptibility	susceptibility	NOUN
geoplanning-15421	219	188	map	map	NOUN
geoplanning-15421	219	189	and	and	CCONJ
geoplanning-15421	219	190	the	the	DET
geoplanning-15421	219	191	best	good	ADJ
geoplanning-15421	219	192	equation	equation	NOUN
geoplanning-15421	219	193	in	in	ADP
geoplanning-15421	219	194	logistic	logistic	ADJ
geoplanning-15421	219	195	regression	regression	NOUN
geoplanning-15421	219	196	approach	approach	NOUN
geoplanning-15421	219	197	from	from	ADP
geoplanning-15421	219	198	the	the	DET
geoplanning-15421	219	199	ten	ten	NUM
geoplanning-15421	219	200	tests	test	NOUN
geoplanning-15421	219	201	.	.	PUNCT
geoplanning-15421	220	1	the	the	DET
geoplanning-15421	220	2	sum	sum	NOUN
geoplanning-15421	220	3	of	of	ADP
geoplanning-15421	220	4	fr	fr	ADJ
geoplanning-15421	220	5	value	value	NOUN
geoplanning-15421	220	6	and	and	CCONJ
geoplanning-15421	220	7	equation	equation	NOUN
geoplanning-15421	220	8	of	of	ADP
geoplanning-15421	220	9	the	the	DET
geoplanning-15421	220	10	lr	lr	NOUN
geoplanning-15421	220	11	models	model	NOUN
geoplanning-15421	220	12	were	be	AUX
geoplanning-15421	220	13	used	use	VERB
geoplanning-15421	220	14	to	to	PART
geoplanning-15421	220	15	create	create	VERB
geoplanning-15421	220	16	landslide	landslide	NOUN
geoplanning-15421	220	17	susceptibility	susceptibility	NOUN
geoplanning-15421	220	18	map	map	NOUN
geoplanning-15421	220	19	(	(	PUNCT
geoplanning-15421	220	20	lsm	lsm	PROPN
geoplanning-15421	220	21	)	)	PUNCT
geoplanning-15421	220	22	.	.	PUNCT
geoplanning-15421	221	1	all	all	DET
geoplanning-15421	221	2	lsm	lsm	PROPN
geoplanning-15421	221	3	classes	class	NOUN
geoplanning-15421	221	4	were	be	AUX
geoplanning-15421	221	5	created	create	VERB
geoplanning-15421	221	6	by	by	ADP
geoplanning-15421	221	7	reclassifying	reclassify	VERB
geoplanning-15421	221	8	lsi	lsi	PROPN
geoplanning-15421	221	9	of	of	ADP
geoplanning-15421	221	10	the	the	DET
geoplanning-15421	221	11	models	model	NOUN
geoplanning-15421	221	12	using	use	VERB
geoplanning-15421	221	13	natural	natural	ADJ
geoplanning-15421	221	14	breaks	break	NOUN
geoplanning-15421	221	15	method	method	NOUN
geoplanning-15421	221	16	.	.	PUNCT
geoplanning-15421	222	1	overlaid	overlay	VERB
geoplanning-15421	222	2	landslide	landslide	NOUN
geoplanning-15421	222	3	data	datum	NOUN
geoplanning-15421	222	4	validation	validation	NOUN
geoplanning-15421	222	5	on	on	ADP
geoplanning-15421	222	6	lsm	lsm	PROPN
geoplanning-15421	222	7	described	describe	VERB
geoplanning-15421	222	8	another	another	DET
geoplanning-15421	222	9	level	level	NOUN
geoplanning-15421	222	10	of	of	ADP
geoplanning-15421	222	11	accuracy	accuracy	NOUN
geoplanning-15421	222	12	beside	beside	ADP
geoplanning-15421	222	13	auc	auc	NOUN
geoplanning-15421	222	14	curve	curve	NOUN
geoplanning-15421	222	15	.	.	PUNCT
geoplanning-15421	223	1	the	the	DET
geoplanning-15421	223	2	natural	natural	ADJ
geoplanning-15421	223	3	breaks	break	NOUN
geoplanning-15421	223	4	method	method	NOUN
geoplanning-15421	223	5	or	or	CCONJ
geoplanning-15421	223	6	jenks	jenks	PROPN
geoplanning-15421	223	7	optimization	optimization	NOUN
geoplanning-15421	223	8	method	method	NOUN
geoplanning-15421	223	9	has	have	AUX
geoplanning-15421	223	10	been	be	AUX
geoplanning-15421	223	11	widely	widely	ADV
geoplanning-15421	223	12	used	use	VERB
geoplanning-15421	223	13	especially	especially	ADV
geoplanning-15421	223	14	by	by	ADP
geoplanning-15421	223	15	planners	planner	NOUN
geoplanning-15421	223	16	.	.	PUNCT
geoplanning-15421	224	1	it	it	PRON
geoplanning-15421	224	2	is	be	AUX
geoplanning-15421	224	3	designed	design	VERB
geoplanning-15421	224	4	to	to	PART
geoplanning-15421	224	5	determine	determine	VERB
geoplanning-15421	224	6	the	the	DET
geoplanning-15421	224	7	best	good	ADJ
geoplanning-15421	224	8	arrangement	arrangement	NOUN
geoplanning-15421	224	9	of	of	ADP
geoplanning-15421	224	10	values	value	NOUN
geoplanning-15421	224	11	into	into	ADP
geoplanning-15421	224	12	different	different	ADJ
geoplanning-15421	224	13	classes	class	NOUN
geoplanning-15421	224	14	.	.	PUNCT
geoplanning-15421	225	1	this	this	DET
geoplanning-15421	225	2	approach	approach	NOUN
geoplanning-15421	225	3	maximizes	maximize	VERB
geoplanning-15421	225	4	the	the	DET
geoplanning-15421	225	5	variance	variance	NOUN
geoplanning-15421	225	6	between	between	ADP
geoplanning-15421	225	7	classes	class	NOUN
geoplanning-15421	225	8	and	and	CCONJ
geoplanning-15421	225	9	reduces	reduce	VERB
geoplanning-15421	225	10	the	the	DET
geoplanning-15421	225	11	variation	variation	NOUN
geoplanning-15421	225	12	within	within	ADP
geoplanning-15421	225	13	classes	class	NOUN
geoplanning-15421	225	14	.	.	PUNCT
geoplanning-15421	226	1	the	the	DET
geoplanning-15421	226	2	description	description	NOUN
geoplanning-15421	226	3	of	of	ADP
geoplanning-15421	226	4	landslide	landslide	NOUN
geoplanning-15421	226	5	susceptibility	susceptibility	NOUN
geoplanning-15421	226	6	level	level	NOUN
geoplanning-15421	226	7	on	on	ADP
geoplanning-15421	226	8	location	location	NOUN
geoplanning-15421	226	9	was	be	AUX
geoplanning-15421	226	10	grouped	group	VERB
geoplanning-15421	226	11	into	into	ADP
geoplanning-15421	226	12	five	five	NUM
geoplanning-15421	226	13	categories	category	NOUN
geoplanning-15421	226	14	,	,	PUNCT
geoplanning-15421	226	15	namely	namely	ADV
geoplanning-15421	226	16	very	very	ADV
geoplanning-15421	226	17	low	low	ADJ
geoplanning-15421	226	18	,	,	PUNCT
geoplanning-15421	226	19	low	low	ADJ
geoplanning-15421	226	20	,	,	PUNCT
geoplanning-15421	226	21	medium	medium	ADJ
geoplanning-15421	226	22	,	,	PUNCT
geoplanning-15421	226	23	high	high	ADJ
geoplanning-15421	226	24	and	and	CCONJ
geoplanning-15421	226	25	very	very	ADV
geoplanning-15421	226	26	high	high	ADJ
geoplanning-15421	226	27	.	.	PUNCT
geoplanning-15421	227	1	the	the	DET
geoplanning-15421	227	2	accuracy	accuracy	NOUN
geoplanning-15421	227	3	of	of	ADP
geoplanning-15421	227	4	landslide	landslide	NOUN
geoplanning-15421	227	5	susceptibility	susceptibility	NOUN
geoplanning-15421	227	6	map	map	NOUN
geoplanning-15421	227	7	wasverified	wasverifie	VERB
geoplanning-15421	227	8	by	by	ADP
geoplanning-15421	227	9	a	a	DET
geoplanning-15421	227	10	landslide	landslide	NOUN
geoplanning-15421	227	11	susceptibility	susceptibility	NOUN
geoplanning-15421	227	12	map	map	NOUN
geoplanning-15421	227	13	by	by	ADP
geoplanning-15421	227	14	overlaying	overlay	VERB
geoplanning-15421	227	15	it	it	PRON
geoplanning-15421	227	16	with	with	ADP
geoplanning-15421	227	17	30	30	NUM
geoplanning-15421	227	18	%	%	NOUN
geoplanning-15421	227	19	of	of	ADP
geoplanning-15421	227	20	landslide	landslide	NOUN
geoplanning-15421	227	21	data	datum	NOUN
geoplanning-15421	227	22	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	227	23	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	VERB
geoplanning-15421	227	24	soma	soma	NOUN
geoplanning-15421	227	25	and	and	CCONJ
geoplanning-15421	227	26	kubota	kubota	NOUN
geoplanning-15421	227	27	/	/	PUNCT
geoplanning-15421	227	28	geoplanning	geoplanning	NOUN
geoplanning-15421	227	29	:	:	PUNCT
geoplanning-15421	227	30	journal	journal	NOUN
geoplanning-15421	227	31	of	of	ADP
geoplanning-15421	227	32	geomatics	geomatics	PROPN
geoplanning-15421	227	33	and	and	CCONJ
geoplanning-15421	227	34	planning	planning	NOUN
geoplanning-15421	227	35	,	,	PUNCT
geoplanning-15421	227	36	vol	vol	NOUN
geoplanning-15421	227	37	4	4	NUM
geoplanning-15421	227	38	,	,	PUNCT
geoplanning-15421	227	39	no	no	INTJ
geoplanning-15421	227	40	.	.	NOUN
geoplanning-15421	227	41	2	2	NUM
geoplanning-15421	227	42	,	,	PUNCT
geoplanning-15421	227	43	2017	2017	NUM
geoplanning-15421	227	44	,	,	PUNCT
geoplanning-15421	227	45	157	157	NUM
geoplanning-15421	227	46	-	-	SYM
geoplanning-15421	227	47	170	170	NUM
geoplanning-15421	227	48	doi	doi	NOUN
geoplanning-15421	227	49	:	:	PUNCT
geoplanning-15421	227	50	10.14710	10.14710	NUM
geoplanning-15421	227	51	/	/	SYM
geoplanning-15421	227	52	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	227	53	-	-	SYM
geoplanning-15421	227	54	170	170	NUM
geoplanning-15421	227	55	|	|	NOUN
geoplanning-15421	227	56	167	167	NUM
geoplanning-15421	227	57	validation	validation	NOUN
geoplanning-15421	227	58	.	.	PUNCT
geoplanning-15421	228	1	validation	validation	NOUN
geoplanning-15421	228	2	on	on	ADP
geoplanning-15421	228	3	lsm	lsm	PROPN
geoplanning-15421	228	4	for	for	ADP
geoplanning-15421	228	5	the	the	DET
geoplanning-15421	228	6	lr	lr	NOUN
geoplanning-15421	228	7	model	model	NOUN
geoplanning-15421	228	8	was	be	AUX
geoplanning-15421	228	9	better	well	ADJ
geoplanning-15421	228	10	than	than	ADP
geoplanning-15421	228	11	fr	fr	PROPN
geoplanning-15421	228	12	model	model	NOUN
geoplanning-15421	228	13	,	,	PUNCT
geoplanning-15421	228	14	and	and	CCONJ
geoplanning-15421	228	15	causative	causative	ADJ
geoplanning-15421	228	16	factor	factor	NOUN
geoplanning-15421	228	17	with	with	ADP
geoplanning-15421	228	18	luc	luc	PROPN
geoplanning-15421	228	19	was	be	AUX
geoplanning-15421	228	20	better	well	ADJ
geoplanning-15421	228	21	than	than	ADP
geoplanning-15421	228	22	without	without	ADP
geoplanning-15421	228	23	luc	luc	PROPN
geoplanning-15421	228	24	(	(	PUNCT
geoplanning-15421	228	25	figure	figure	NOUN
geoplanning-15421	228	26	5	5	NUM
geoplanning-15421	228	27	)	)	PUNCT
geoplanning-15421	228	28	.	.	PUNCT
geoplanning-15421	229	1	validation	validation	NOUN
geoplanning-15421	229	2	of	of	ADP
geoplanning-15421	229	3	fr	fr	PROPN
geoplanning-15421	229	4	method	method	NOUN
geoplanning-15421	229	5	with	with	ADP
geoplanning-15421	229	6	luc	luc	PROPN
geoplanning-15421	229	7	(	(	PUNCT
geoplanning-15421	229	8	0.835	0.835	NUM
geoplanning-15421	229	9	)	)	PUNCT
geoplanning-15421	229	10	in	in	ADP
geoplanning-15421	229	11	success	success	NOUN
geoplanning-15421	229	12	rate	rate	NOUN
geoplanning-15421	229	13	value	value	NOUN
geoplanning-15421	229	14	had	have	VERB
geoplanning-15421	229	15	slightly	slightly	ADV
geoplanning-15421	229	16	higher	high	ADJ
geoplanning-15421	229	17	accuracy	accuracy	NOUN
geoplanning-15421	229	18	than	than	ADP
geoplanning-15421	229	19	without	without	ADP
geoplanning-15421	229	20	luc	luc	PROPN
geoplanning-15421	229	21	(	(	PUNCT
geoplanning-15421	229	22	0.833	0.833	NUM
geoplanning-15421	229	23	)	)	PUNCT
geoplanning-15421	229	24	.	.	PUNCT
geoplanning-15421	230	1	similarly	similarly	ADV
geoplanning-15421	230	2	,	,	PUNCT
geoplanning-15421	230	3	thelr	thelr	NOUN
geoplanning-15421	230	4	method	method	PROPN
geoplanning-15421	230	5	luc	luc	PROPN
geoplanning-15421	230	6	(	(	PUNCT
geoplanning-15421	230	7	0.854	0.854	NUM
geoplanning-15421	230	8	)	)	PUNCT
geoplanning-15421	230	9	had	have	VERB
geoplanning-15421	230	10	slightly	slightly	ADV
geoplanning-15421	230	11	greater	great	ADJ
geoplanning-15421	230	12	accuracy	accuracy	NOUN
geoplanning-15421	230	13	than	than	ADP
geoplanning-15421	230	14	without	without	ADP
geoplanning-15421	230	15	luc	luc	PROPN
geoplanning-15421	230	16	(	(	PUNCT
geoplanning-15421	230	17	0.851	0.851	NUM
geoplanning-15421	230	18	)	)	PUNCT
geoplanning-15421	230	19	.	.	PUNCT
geoplanning-15421	231	1	these	these	PRON
geoplanning-15421	231	2	show	show	VERB
geoplanning-15421	231	3	that	that	SCONJ
geoplanning-15421	231	4	the	the	DET
geoplanning-15421	231	5	fr	fr	NOUN
geoplanning-15421	231	6	and	and	CCONJ
geoplanning-15421	231	7	lr	lr	PROPN
geoplanning-15421	231	8	model	model	NOUN
geoplanning-15421	231	9	with	with	ADP
geoplanning-15421	231	10	luc	luc	PROPN
geoplanning-15421	231	11	are	be	AUX
geoplanning-15421	231	12	good	good	ADJ
geoplanning-15421	231	13	model	model	NOUN
geoplanning-15421	231	14	for	for	ADP
geoplanning-15421	231	15	identifying	identify	VERB
geoplanning-15421	231	16	landslide	landslide	NOUN
geoplanning-15421	231	17	as	as	SCONJ
geoplanning-15421	231	18	opposed	oppose	VERB
geoplanning-15421	231	19	to	to	ADP
geoplanning-15421	231	20	the	the	DET
geoplanning-15421	231	21	model	model	NOUN
geoplanning-15421	231	22	without	without	ADP
geoplanning-15421	231	23	luc	luc	PROPN
geoplanning-15421	231	24	.	.	PUNCT
geoplanning-15421	232	1	in	in	ADP
geoplanning-15421	232	2	the	the	DET
geoplanning-15421	232	3	case	case	NOUN
geoplanning-15421	232	4	of	of	ADP
geoplanning-15421	232	5	auc	auc	ADJ
geoplanning-15421	232	6	curve	curve	NOUN
geoplanning-15421	232	7	for	for	ADP
geoplanning-15421	232	8	predictive	predictive	ADJ
geoplanning-15421	232	9	rate	rate	NOUN
geoplanning-15421	232	10	,	,	PUNCT
geoplanning-15421	232	11	fr	fr	PROPN
geoplanning-15421	232	12	method	method	NOUN
geoplanning-15421	232	13	with	with	ADP
geoplanning-15421	232	14	luc	luc	PROPN
geoplanning-15421	232	15	(	(	PUNCT
geoplanning-15421	232	16	0.834	0.834	NUM
geoplanning-15421	232	17	)	)	PUNCT
geoplanning-15421	232	18	value	value	NOUN
geoplanning-15421	232	19	had	have	VERB
geoplanning-15421	232	20	slightly	slightly	ADV
geoplanning-15421	232	21	higher	high	ADJ
geoplanning-15421	232	22	accuracy	accuracy	NOUN
geoplanning-15421	232	23	than	than	ADP
geoplanning-15421	232	24	without	without	ADP
geoplanning-15421	232	25	luc	luc	PROPN
geoplanning-15421	232	26	(	(	PUNCT
geoplanning-15421	232	27	0.833	0.833	NUM
geoplanning-15421	232	28	)	)	PUNCT
geoplanning-15421	232	29	,	,	PUNCT
geoplanning-15421	232	30	and	and	CCONJ
geoplanning-15421	232	31	lr	lr	PROPN
geoplanning-15421	232	32	method	method	PROPN
geoplanning-15421	232	33	luc	luc	PROPN
geoplanning-15421	232	34	(	(	PUNCT
geoplanning-15421	232	35	0.852	0.852	NUM
geoplanning-15421	232	36	)	)	PUNCT
geoplanning-15421	232	37	had	have	VERB
geoplanning-15421	232	38	slightly	slightly	ADV
geoplanning-15421	232	39	greater	great	ADJ
geoplanning-15421	232	40	than	than	ADP
geoplanning-15421	232	41	without	without	ADP
geoplanning-15421	232	42	luc	luc	PROPN
geoplanning-15421	232	43	(	(	PUNCT
geoplanning-15421	232	44	0.849	0.849	NUM
geoplanning-15421	232	45	)	)	PUNCT
geoplanning-15421	232	46	.	.	PUNCT
geoplanning-15421	233	1	fr	fr	PROPN
geoplanning-15421	233	2	and	and	CCONJ
geoplanning-15421	233	3	lr	lr	PROPN
geoplanning-15421	233	4	model	model	NOUN
geoplanning-15421	233	5	with	with	ADP
geoplanning-15421	233	6	luc	luc	PROPN
geoplanning-15421	233	7	are	be	AUX
geoplanning-15421	233	8	better	well	ADJ
geoplanning-15421	233	9	prediction	prediction	NOUN
geoplanning-15421	233	10	tool	tool	NOUN
geoplanning-15421	233	11	for	for	ADP
geoplanning-15421	233	12	landslide	landslide	NOUN
geoplanning-15421	233	13	occurrence	occurrence	NOUN
geoplanning-15421	233	14	as	as	SCONJ
geoplanning-15421	233	15	opposed	oppose	VERB
geoplanning-15421	233	16	to	to	ADP
geoplanning-15421	233	17	the	the	DET
geoplanning-15421	233	18	model	model	NOUN
geoplanning-15421	233	19	without	without	ADP
geoplanning-15421	233	20	luc	luc	PROPN
geoplanning-15421	233	21	.	.	PUNCT
geoplanning-15421	234	1	the	the	DET
geoplanning-15421	234	2	curve	curve	NOUN
geoplanning-15421	234	3	of	of	ADP
geoplanning-15421	234	4	the	the	DET
geoplanning-15421	234	5	model	model	NOUN
geoplanning-15421	234	6	and	and	CCONJ
geoplanning-15421	234	7	validation	validation	NOUN
geoplanning-15421	234	8	proves	prove	VERB
geoplanning-15421	234	9	that	that	SCONJ
geoplanning-15421	234	10	the	the	DET
geoplanning-15421	234	11	susceptibility	susceptibility	NOUN
geoplanning-15421	234	12	model	model	NOUN
geoplanning-15421	234	13	is	be	AUX
geoplanning-15421	234	14	acceptable	acceptable	ADJ
geoplanning-15421	234	15	and	and	CCONJ
geoplanning-15421	234	16	the	the	DET
geoplanning-15421	234	17	model	model	NOUN
geoplanning-15421	234	18	could	could	AUX
geoplanning-15421	234	19	be	be	AUX
geoplanning-15421	234	20	applied	apply	VERB
geoplanning-15421	234	21	to	to	PART
geoplanning-15421	234	22	predict	predict	VERB
geoplanning-15421	234	23	the	the	DET
geoplanning-15421	234	24	potential	potential	ADJ
geoplanning-15421	234	25	landslides	landslide	NOUN
geoplanning-15421	234	26	in	in	ADP
geoplanning-15421	234	27	the	the	DET
geoplanning-15421	234	28	future	future	NOUN
geoplanning-15421	234	29	.	.	PUNCT
geoplanning-15421	235	1	as	as	ADP
geoplanning-15421	235	2	an	an	DET
geoplanning-15421	235	3	interesting	interesting	ADJ
geoplanning-15421	235	4	point	point	NOUN
geoplanning-15421	235	5	to	to	PART
geoplanning-15421	235	6	be	be	AUX
geoplanning-15421	235	7	noticed	notice	VERB
geoplanning-15421	235	8	in	in	ADP
geoplanning-15421	235	9	table	table	NOUN
geoplanning-15421	235	10	4	4	NUM
geoplanning-15421	235	11	,	,	PUNCT
geoplanning-15421	235	12	the	the	DET
geoplanning-15421	235	13	seventh	seventh	ADJ
geoplanning-15421	235	14	tests	test	NOUN
geoplanning-15421	235	15	for	for	ADP
geoplanning-15421	235	16	lr	lr	NOUN
geoplanning-15421	235	17	had	have	VERB
geoplanning-15421	235	18	a	a	DET
geoplanning-15421	235	19	good	good	ADJ
geoplanning-15421	235	20	result	result	NOUN
geoplanning-15421	235	21	in	in	ADP
geoplanning-15421	235	22	auc	auc	NOUN
geoplanning-15421	235	23	curve	curve	NOUN
geoplanning-15421	235	24	,	,	PUNCT
geoplanning-15421	235	25	which	which	PRON
geoplanning-15421	235	26	is	be	AUX
geoplanning-15421	235	27	0.857	0.857	NUM
geoplanning-15421	235	28	in	in	ADP
geoplanning-15421	235	29	success	success	NOUN
geoplanning-15421	235	30	rate	rate	NOUN
geoplanning-15421	235	31	and	and	CCONJ
geoplanning-15421	235	32	0.856	0.856	NUM
geoplanning-15421	235	33	in	in	ADP
geoplanning-15421	235	34	predictive	predictive	ADJ
geoplanning-15421	235	35	rate	rate	NOUN
geoplanning-15421	235	36	,	,	PUNCT
geoplanning-15421	235	37	respectively	respectively	ADV
geoplanning-15421	235	38	.	.	PUNCT
geoplanning-15421	236	1	figure	figure	NOUN
geoplanning-15421	236	2	6	6	NUM
geoplanning-15421	236	3	shows	show	VERB
geoplanning-15421	236	4	the	the	DET
geoplanning-15421	236	5	landslide	landslide	NOUN
geoplanning-15421	236	6	susceptibility	susceptibility	NOUN
geoplanning-15421	236	7	map	map	NOUN
geoplanning-15421	236	8	with	with	ADP
geoplanning-15421	236	9	and	and	CCONJ
geoplanning-15421	236	10	without	without	ADP
geoplanning-15421	236	11	luc	luc	PROPN
geoplanning-15421	236	12	causative	causative	ADJ
geoplanning-15421	236	13	factor	factor	NOUN
geoplanning-15421	236	14	using	use	VERB
geoplanning-15421	236	15	fr	fr	NOUN
geoplanning-15421	236	16	,	,	PUNCT
geoplanning-15421	236	17	and	and	CCONJ
geoplanning-15421	236	18	the	the	DET
geoplanning-15421	236	19	second	second	ADJ
geoplanning-15421	236	20	test	test	NOUN
geoplanning-15421	236	21	equation	equation	NOUN
geoplanning-15421	236	22	of	of	ADP
geoplanning-15421	236	23	lr	lr	PROPN
geoplanning-15421	236	24	model	model	NOUN
geoplanning-15421	236	25	with	with	ADP
geoplanning-15421	236	26	luc	luc	PROPN
geoplanning-15421	236	27	and	and	CCONJ
geoplanning-15421	236	28	seventh	seventh	ADJ
geoplanning-15421	236	29	test	test	NOUN
geoplanning-15421	236	30	equation	equation	NOUN
geoplanning-15421	236	31	of	of	ADP
geoplanning-15421	236	32	lr	lr	PROPN
geoplanning-15421	236	33	without	without	ADP
geoplanning-15421	236	34	luc	luc	PROPN
geoplanning-15421	236	35	.	.	PUNCT
geoplanning-15421	237	1	the	the	DET
geoplanning-15421	237	2	lsm	lsm	PROPN
geoplanning-15421	237	3	by	by	ADP
geoplanning-15421	237	4	lr	lr	NOUN
geoplanning-15421	237	5	model	model	NOUN
geoplanning-15421	237	6	with	with	ADP
geoplanning-15421	237	7	luc	luc	PROPN
geoplanning-15421	237	8	was	be	AUX
geoplanning-15421	237	9	obtained	obtain	VERB
geoplanning-15421	237	10	using	use	VERB
geoplanning-15421	237	11	the	the	DET
geoplanning-15421	237	12	coefficient	coefficient	NOUN
geoplanning-15421	237	13	values	value	NOUN
geoplanning-15421	237	14	of	of	ADP
geoplanning-15421	237	15	landslide	landslide	NOUN
geoplanning-15421	237	16	causative	causative	ADJ
geoplanning-15421	237	17	factors	factor	NOUN
geoplanning-15421	237	18	as	as	ADP
geoplanning-15421	237	19	in	in	ADP
geoplanning-15421	237	20	the	the	DET
geoplanning-15421	237	21	equation	equation	NOUN
geoplanning-15421	237	22	(	(	PUNCT
geoplanning-15421	237	23	5	5	NUM
geoplanning-15421	237	24	)	)	PUNCT
geoplanning-15421	237	25	;	;	PUNCT
geoplanning-15421	238	1	z	z	X
geoplanning-15421	238	2	=	=	PUNCT
geoplanning-15421	238	3	-10.355	-10.355	PUNCT
geoplanning-15421	239	1	+	+	CCONJ
geoplanning-15421	239	2	0.353	0.353	NUM
geoplanning-15421	239	3	elevation	elevation	NOUN
geoplanning-15421	239	4	+	+	CCONJ
geoplanning-15421	239	5	0.562	0.562	NUM
geoplanning-15421	239	6	slope	slope	NOUN
geoplanning-15421	239	7	+	+	CCONJ
geoplanning-15421	239	8	0.548	0.548	NUM
geoplanning-15421	239	9	aspect	aspect	NOUN
geoplanning-15421	239	10	+	+	CCONJ
geoplanning-15421	239	11	0.534	0.534	NUM
geoplanning-15421	239	12	curvature	curvature	NOUN
geoplanning-15421	239	13	+	+	NOUN
geoplanning-15421	239	14	1.696	1.696	NUM
geoplanning-15421	239	15	lithology+	lithology+	VERB
geoplanning-15421	239	16	0.476	0.476	NUM
geoplanning-15421	239	17	faults	fault	NOUN
geoplanning-15421	239	18	+	+	CCONJ
geoplanning-15421	239	19	3.081	3.081	NUM
geoplanning-15421	239	20	distance	distance	NOUN
geoplanning-15421	239	21	to	to	ADP
geoplanning-15421	239	22	river	river	NOUN
geoplanning-15421	239	23	+	+	CCONJ
geoplanning-15421	239	24	0.995	0.995	NUM
geoplanning-15421	239	25	drainage	drainage	NOUN
geoplanning-15421	239	26	density	density	NOUN
geoplanning-15421	239	27	+	+	CCONJ
geoplanning-15421	239	28	0.551	0.551	NUM
geoplanning-15421	239	29	luc	luc	NOUN
geoplanning-15421	239	30	…	…	PUNCT
geoplanning-15421	239	31	…	…	PUNCT
geoplanning-15421	239	32	…	…	PUNCT
geoplanning-15421	239	33	…	…	PUNCT
geoplanning-15421	239	34	…	…	PUNCT
geoplanning-15421	239	35	……	……	NOUN
geoplanning-15421	239	36	……	……	NOUN
geoplanning-15421	239	37	……	……	NOUN
geoplanning-15421	239	38	……	……	NOUN
geoplanning-15421	239	39	……	……	NOUN
geoplanning-15421	239	40	(	(	PUNCT
geoplanning-15421	239	41	5	5	NUM
geoplanning-15421	239	42	)	)	PUNCT
geoplanning-15421	239	43	the	the	DET
geoplanning-15421	239	44	lsm	lsm	PROPN
geoplanning-15421	239	45	by	by	ADP
geoplanning-15421	239	46	lr	lr	NOUN
geoplanning-15421	239	47	model	model	NOUN
geoplanning-15421	239	48	without	without	ADP
geoplanning-15421	239	49	luc	luc	PROPN
geoplanning-15421	239	50	was	be	AUX
geoplanning-15421	239	51	obtained	obtain	VERB
geoplanning-15421	239	52	using	use	VERB
geoplanning-15421	239	53	the	the	DET
geoplanning-15421	239	54	coefficient	coefficient	NOUN
geoplanning-15421	239	55	values	value	NOUN
geoplanning-15421	239	56	of	of	ADP
geoplanning-15421	239	57	landslide	landslide	NOUN
geoplanning-15421	239	58	causative	causative	ADJ
geoplanning-15421	239	59	factors	factor	NOUN
geoplanning-15421	239	60	as	as	ADP
geoplanning-15421	239	61	in	in	ADP
geoplanning-15421	239	62	the	the	DET
geoplanning-15421	239	63	equation	equation	NOUN
geoplanning-15421	239	64	(	(	PUNCT
geoplanning-15421	239	65	6	6	NUM
geoplanning-15421	239	66	)	)	PUNCT
geoplanning-15421	239	67	;	;	PUNCT
geoplanning-15421	239	68	z	z	X
geoplanning-15421	239	69	=	=	SYM
geoplanning-15421	239	70	-9.368	-9.368	NOUN
geoplanning-15421	240	1	+	+	CCONJ
geoplanning-15421	240	2	0.372	0.372	NUM
geoplanning-15421	240	3	elevation	elevation	NOUN
geoplanning-15421	240	4	+	+	CCONJ
geoplanning-15421	240	5	0.605	0.605	NUM
geoplanning-15421	240	6	slope	slope	NOUN
geoplanning-15421	240	7	+	+	CCONJ
geoplanning-15421	240	8	0.533	0.533	NUM
geoplanning-15421	240	9	aspect	aspect	NOUN
geoplanning-15421	240	10	+	+	CCONJ
geoplanning-15421	240	11	0.538	0.538	NUM
geoplanning-15421	240	12	curvature	curvature	NOUN
geoplanning-15421	240	13	+	+	X
geoplanning-15421	240	14	1.647	1.647	NUM
geoplanning-15421	240	15	lithology+	lithology+	VERB
geoplanning-15421	240	16	0.422	0.422	NUM
geoplanning-15421	240	17	distance	distance	NOUN
geoplanning-15421	240	18	to	to	ADP
geoplanning-15421	240	19	faults	fault	NOUN
geoplanning-15421	240	20	+	+	CCONJ
geoplanning-15421	240	21	2.793	2.793	NUM
geoplanning-15421	240	22	distance	distance	NOUN
geoplanning-15421	240	23	to	to	ADP
geoplanning-15421	240	24	river	river	NOUN
geoplanning-15421	240	25	+	+	CCONJ
geoplanning-15421	240	26	1.032	1.032	NUM
geoplanning-15421	240	27	drainage	drainage	NOUN
geoplanning-15421	240	28	density	density	NOUN
geoplanning-15421	240	29	…	…	PUNCT
geoplanning-15421	240	30	…	…	PUNCT
geoplanning-15421	240	31	…	…	PUNCT
geoplanning-15421	240	32	…	…	PUNCT
geoplanning-15421	240	33	…	…	PUNCT
geoplanning-15421	240	34	…	…	PUNCT
geoplanning-15421	240	35	…	…	PUNCT
geoplanning-15421	240	36	……	……	NOUN
geoplanning-15421	240	37	……	……	NOUN
geoplanning-15421	240	38	……	……	NOUN
geoplanning-15421	240	39	……	……	NOUN
geoplanning-15421	240	40	.	.	PUNCT
geoplanning-15421	241	1	(	(	PUNCT
geoplanning-15421	241	2	6	6	X
geoplanning-15421	241	3	)	)	PUNCT
geoplanning-15421	241	4	the	the	DET
geoplanning-15421	241	5	ranges	range	NOUN
geoplanning-15421	241	6	of	of	ADP
geoplanning-15421	241	7	the	the	DET
geoplanning-15421	241	8	index	index	NOUN
geoplanning-15421	241	9	value	value	NOUN
geoplanning-15421	241	10	of	of	ADP
geoplanning-15421	241	11	each	each	DET
geoplanning-15421	241	12	model	model	NOUN
geoplanning-15421	241	13	in	in	ADP
geoplanning-15421	241	14	five	five	NUM
geoplanning-15421	241	15	categories	category	NOUN
geoplanning-15421	241	16	were	be	AUX
geoplanning-15421	241	17	established	establish	VERB
geoplanning-15421	241	18	using	use	VERB
geoplanning-15421	241	19	natural	natural	ADJ
geoplanning-15421	241	20	breaks	break	NOUN
geoplanning-15421	241	21	method	method	NOUN
geoplanning-15421	241	22	.	.	PUNCT
geoplanning-15421	242	1	can	can	AUX
geoplanning-15421	242	2	et	et	VERB
geoplanning-15421	242	3	al	al	PROPN
geoplanning-15421	242	4	.	.	PUNCT
geoplanning-15421	243	1	(	(	PUNCT
geoplanning-15421	243	2	2005	2005	NUM
geoplanning-15421	243	3	)	)	PUNCT
geoplanning-15421	243	4	and	and	CCONJ
geoplanning-15421	243	5	bai	bai	PROPN
geoplanning-15421	243	6	et	et	PROPN
geoplanning-15421	243	7	al	al	PROPN
geoplanning-15421	243	8	.	.	PROPN
geoplanning-15421	244	1	(	(	PUNCT
geoplanning-15421	244	2	2010	2010	NUM
geoplanning-15421	244	3	)	)	PUNCT
geoplanning-15421	244	4	stated	state	VERB
geoplanning-15421	244	5	two	two	NUM
geoplanning-15421	244	6	important	important	ADJ
geoplanning-15421	244	7	guidance	guidance	NOUN
geoplanning-15421	244	8	for	for	ADP
geoplanning-15421	244	9	validating	validate	VERB
geoplanning-15421	244	10	landslide	landslide	NOUN
geoplanning-15421	244	11	susceptibility	susceptibility	NOUN
geoplanning-15421	244	12	map	map	NOUN
geoplanning-15421	244	13	i.e.	i.e.	X
geoplanning-15421	244	14	(	(	PUNCT
geoplanning-15421	244	15	1	1	X
geoplanning-15421	244	16	)	)	PUNCT
geoplanning-15421	244	17	the	the	DET
geoplanning-15421	244	18	high	high	ADJ
geoplanning-15421	244	19	to	to	ADP
geoplanning-15421	244	20	very	very	ADV
geoplanning-15421	244	21	high	high	ADJ
geoplanning-15421	244	22	classes	class	NOUN
geoplanning-15421	244	23	should	should	AUX
geoplanning-15421	244	24	cover	cover	VERB
geoplanning-15421	244	25	only	only	ADV
geoplanning-15421	244	26	small	small	ADJ
geoplanning-15421	244	27	areas	area	NOUN
geoplanning-15421	244	28	and	and	CCONJ
geoplanning-15421	244	29	(	(	PUNCT
geoplanning-15421	244	30	2	2	NUM
geoplanning-15421	244	31	)	)	PUNCT
geoplanning-15421	244	32	landslide	landslide	NOUN
geoplanning-15421	244	33	data	datum	NOUN
geoplanning-15421	244	34	validation	validation	NOUN
geoplanning-15421	244	35	should	should	AUX
geoplanning-15421	244	36	lie	lie	VERB
geoplanning-15421	244	37	in	in	ADP
geoplanning-15421	244	38	high	high	ADJ
geoplanning-15421	244	39	or	or	CCONJ
geoplanning-15421	244	40	very	very	ADV
geoplanning-15421	244	41	high	high	ADJ
geoplanning-15421	244	42	classes	class	NOUN
geoplanning-15421	244	43	.	.	PUNCT
geoplanning-15421	245	1	figure	figure	VERB
geoplanning-15421	245	2	6	6	NUM
geoplanning-15421	245	3	.	.	NOUN
geoplanning-15421	245	4	landslide	landslide	NOUN
geoplanning-15421	245	5	susceptibility	susceptibility	NOUN
geoplanning-15421	245	6	map	map	NOUN
geoplanning-15421	245	7	of	of	ADP
geoplanning-15421	245	8	with	with	ADP
geoplanning-15421	245	9	and	and	CCONJ
geoplanning-15421	245	10	without	without	ADP
geoplanning-15421	245	11	luc	luc	PROPN
geoplanning-15421	245	12	causative	causative	ADJ
geoplanning-15421	245	13	factors	factor	NOUN
geoplanning-15421	245	14	using	use	VERB
geoplanning-15421	245	15	fr	fr	NOUN
geoplanning-15421	245	16	,	,	PUNCT
geoplanning-15421	245	17	and	and	CCONJ
geoplanning-15421	245	18	lr	lr	PROPN
geoplanning-15421	245	19	method	method	NOUN
geoplanning-15421	246	1	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	246	2	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	VERB
geoplanning-15421	246	3	soma	soma	NOUN
geoplanning-15421	246	4	and	and	CCONJ
geoplanning-15421	246	5	kubota	kubota	NOUN
geoplanning-15421	246	6	/	/	PUNCT
geoplanning-15421	246	7	geoplanning	geoplanning	NOUN
geoplanning-15421	246	8	:	:	PUNCT
geoplanning-15421	246	9	journal	journal	NOUN
geoplanning-15421	246	10	of	of	ADP
geoplanning-15421	246	11	geomatics	geomatics	PROPN
geoplanning-15421	246	12	and	and	CCONJ
geoplanning-15421	246	13	planning	planning	NOUN
geoplanning-15421	246	14	,	,	PUNCT
geoplanning-15421	246	15	vol	vol	NOUN
geoplanning-15421	246	16	4	4	NUM
geoplanning-15421	246	17	,	,	PUNCT
geoplanning-15421	246	18	no	no	INTJ
geoplanning-15421	246	19	.	.	NOUN
geoplanning-15421	246	20	2	2	NUM
geoplanning-15421	246	21	,	,	PUNCT
geoplanning-15421	246	22	2017	2017	NUM
geoplanning-15421	246	23	,	,	PUNCT
geoplanning-15421	246	24	157	157	NUM
geoplanning-15421	246	25	-	-	SYM
geoplanning-15421	246	26	170	170	NUM
geoplanning-15421	246	27	doi	doi	NOUN
geoplanning-15421	246	28	:	:	PUNCT
geoplanning-15421	246	29	10.14710	10.14710	NUM
geoplanning-15421	246	30	/	/	SYM
geoplanning-15421	246	31	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	246	32	-	-	SYM
geoplanning-15421	246	33	170	170	NUM
geoplanning-15421	246	34	168	168	NUM
geoplanning-15421	246	35	|	|	NOUN
geoplanning-15421	246	36	table	table	NOUN
geoplanning-15421	246	37	5	5	NUM
geoplanning-15421	246	38	shows	show	VERB
geoplanning-15421	246	39	the	the	DET
geoplanning-15421	246	40	characteristics	characteristic	NOUN
geoplanning-15421	246	41	of	of	ADP
geoplanning-15421	246	42	susceptibility	susceptibility	NOUN
geoplanning-15421	246	43	class	class	NOUN
geoplanning-15421	246	44	for	for	ADP
geoplanning-15421	246	45	fr	fr	NOUN
geoplanning-15421	246	46	and	and	CCONJ
geoplanning-15421	246	47	lr	lr	NOUN
geoplanning-15421	246	48	models	model	NOUN
geoplanning-15421	246	49	with	with	ADP
geoplanning-15421	246	50	and	and	CCONJ
geoplanning-15421	246	51	without	without	ADP
geoplanning-15421	246	52	luc	luc	PROPN
geoplanning-15421	246	53	causative	causative	ADJ
geoplanning-15421	246	54	factors	factor	NOUN
geoplanning-15421	246	55	.	.	PUNCT
geoplanning-15421	247	1	it	it	PRON
geoplanning-15421	247	2	indicates	indicate	VERB
geoplanning-15421	247	3	that	that	SCONJ
geoplanning-15421	247	4	the	the	DET
geoplanning-15421	247	5	ratio	ratio	NOUN
geoplanning-15421	247	6	of	of	ADP
geoplanning-15421	247	7	high	high	ADJ
geoplanning-15421	247	8	to	to	ADP
geoplanning-15421	247	9	very	very	ADV
geoplanning-15421	247	10	high	high	ADJ
geoplanning-15421	247	11	vulnerability	vulnerability	NOUN
geoplanning-15421	247	12	classes	class	NOUN
geoplanning-15421	247	13	cover	cover	VERB
geoplanning-15421	247	14	a	a	DET
geoplanning-15421	247	15	small	small	ADJ
geoplanning-15421	247	16	area	area	NOUN
geoplanning-15421	247	17	or	or	CCONJ
geoplanning-15421	247	18	less	less	ADJ
geoplanning-15421	247	19	than	than	ADP
geoplanning-15421	247	20	32	32	NUM
geoplanning-15421	247	21	%	%	NOUN
geoplanning-15421	247	22	for	for	ADP
geoplanning-15421	247	23	fr	fr	NOUN
geoplanning-15421	247	24	and	and	CCONJ
geoplanning-15421	247	25	less	less	ADJ
geoplanning-15421	247	26	than	than	ADP
geoplanning-15421	247	27	26	26	NUM
geoplanning-15421	247	28	%	%	NOUN
geoplanning-15421	247	29	of	of	ADP
geoplanning-15421	247	30	the	the	DET
geoplanning-15421	247	31	total	total	ADJ
geoplanning-15421	247	32	area	area	NOUN
geoplanning-15421	247	33	for	for	ADP
geoplanning-15421	247	34	lr	lr	PROPN
geoplanning-15421	247	35	.	.	PUNCT
geoplanning-15421	248	1	the	the	DET
geoplanning-15421	248	2	data	data	PROPN
geoplanning-15421	248	3	validation	validation	NOUN
geoplanning-15421	248	4	landslide	landslide	NOUN
geoplanning-15421	248	5	included	include	VERB
geoplanning-15421	248	6	in	in	ADP
geoplanning-15421	248	7	the	the	DET
geoplanning-15421	248	8	class	class	NOUN
geoplanning-15421	248	9	shows	show	VERB
geoplanning-15421	248	10	the	the	DET
geoplanning-15421	248	11	ratio	ratio	NOUN
geoplanning-15421	248	12	below	below	ADP
geoplanning-15421	248	13	10	10	NUM
geoplanning-15421	248	14	%	%	NOUN
geoplanning-15421	248	15	.	.	PUNCT
geoplanning-15421	249	1	the	the	DET
geoplanning-15421	249	2	accuracy	accuracy	NOUN
geoplanning-15421	249	3	of	of	ADP
geoplanning-15421	249	4	the	the	DET
geoplanning-15421	249	5	predicted	predict	VERB
geoplanning-15421	249	6	future	future	ADJ
geoplanning-15421	249	7	landslide	landslide	NOUN
geoplanning-15421	249	8	from	from	ADP
geoplanning-15421	249	9	the	the	DET
geoplanning-15421	249	10	lsm	lsm	PROPN
geoplanning-15421	249	11	should	should	AUX
geoplanning-15421	249	12	have	have	VERB
geoplanning-15421	249	13	lower	low	ADJ
geoplanning-15421	249	14	ratio	ratio	NOUN
geoplanning-15421	249	15	in	in	ADP
geoplanning-15421	249	16	low	low	ADJ
geoplanning-15421	249	17	to	to	ADP
geoplanning-15421	249	18	very	very	ADV
geoplanning-15421	249	19	low	low	ADJ
geoplanning-15421	249	20	classes	class	NOUN
geoplanning-15421	249	21	and	and	CCONJ
geoplanning-15421	249	22	higher	high	ADJ
geoplanning-15421	249	23	in	in	ADP
geoplanning-15421	249	24	the	the	DET
geoplanning-15421	249	25	high	high	ADJ
geoplanning-15421	249	26	to	to	ADP
geoplanning-15421	249	27	very	very	ADV
geoplanning-15421	249	28	high	high	ADJ
geoplanning-15421	249	29	classes	class	NOUN
geoplanning-15421	249	30	(	(	PUNCT
geoplanning-15421	249	31	rasyid	rasyid	NOUN
geoplanning-15421	249	32	et	et	PROPN
geoplanning-15421	249	33	al	al	PROPN
geoplanning-15421	249	34	.	.	PROPN
geoplanning-15421	249	35	,	,	PUNCT
geoplanning-15421	249	36	2016	2016	NUM
geoplanning-15421	249	37	)	)	PUNCT
geoplanning-15421	249	38	.	.	PUNCT
geoplanning-15421	250	1	figure	figure	VERB
geoplanning-15421	250	2	7	7	NUM
geoplanning-15421	250	3	shows	show	NOUN
geoplanning-15421	250	4	high	high	ADJ
geoplanning-15421	250	5	to	to	ADP
geoplanning-15421	250	6	very	very	ADV
geoplanning-15421	250	7	high	high	ADJ
geoplanning-15421	250	8	vulnerability	vulnerability	NOUN
geoplanning-15421	250	9	classes	class	NOUN
geoplanning-15421	250	10	for	for	ADP
geoplanning-15421	250	11	lr	lr	PROPN
geoplanning-15421	250	12	with	with	ADP
geoplanning-15421	250	13	luc	luc	PROPN
geoplanning-15421	250	14	(	(	PUNCT
geoplanning-15421	250	15	80.24	80.24	NUM
geoplanning-15421	250	16	%	%	NOUN
geoplanning-15421	250	17	)	)	PUNCT
geoplanning-15421	251	1	having	have	VERB
geoplanning-15421	251	2	a	a	DET
geoplanning-15421	251	3	higher	high	ADJ
geoplanning-15421	251	4	value	value	NOUN
geoplanning-15421	251	5	for	for	ADP
geoplanning-15421	251	6	validation	validation	NOUN
geoplanning-15421	251	7	than	than	ADP
geoplanning-15421	251	8	lr	lr	NOUN
geoplanning-15421	251	9	without	without	ADP
geoplanning-15421	251	10	luc	luc	PROPN
geoplanning-15421	251	11	(	(	PUNCT
geoplanning-15421	251	12	79.19	79.19	NUM
geoplanning-15421	251	13	%	%	NOUN
geoplanning-15421	251	14	)	)	PUNCT
geoplanning-15421	251	15	.	.	PUNCT
geoplanning-15421	252	1	moreover	moreover	ADV
geoplanning-15421	252	2	,	,	PUNCT
geoplanning-15421	252	3	fr	fr	ADV
geoplanning-15421	252	4	with	with	ADP
geoplanning-15421	252	5	luc	luc	PROPN
geoplanning-15421	252	6	(	(	PUNCT
geoplanning-15421	252	7	79.35	79.35	NUM
geoplanning-15421	252	8	%	%	NOUN
geoplanning-15421	252	9	)	)	PUNCT
geoplanning-15421	252	10	had	have	VERB
geoplanning-15421	252	11	a	a	DET
geoplanning-15421	252	12	higher	high	ADJ
geoplanning-15421	252	13	value	value	NOUN
geoplanning-15421	252	14	than	than	ADP
geoplanning-15421	252	15	fr	fr	ADV
geoplanning-15421	252	16	without	without	ADP
geoplanning-15421	252	17	luc	luc	PROPN
geoplanning-15421	252	18	(	(	PUNCT
geoplanning-15421	252	19	78.46	78.46	NUM
geoplanning-15421	252	20	%	%	NOUN
geoplanning-15421	252	21	)	)	PUNCT
geoplanning-15421	252	22	.	.	PUNCT
geoplanning-15421	253	1	it	it	PRON
geoplanning-15421	253	2	indicates	indicate	VERB
geoplanning-15421	253	3	that	that	SCONJ
geoplanning-15421	253	4	the	the	DET
geoplanning-15421	253	5	performance	performance	NOUN
geoplanning-15421	253	6	of	of	ADP
geoplanning-15421	253	7	luc	luc	PROPN
geoplanning-15421	253	8	as	as	ADP
geoplanning-15421	253	9	a	a	DET
geoplanning-15421	253	10	causative	causative	ADJ
geoplanning-15421	253	11	factor	factor	NOUN
geoplanning-15421	253	12	both	both	PRON
geoplanning-15421	253	13	using	use	VERB
geoplanning-15421	253	14	fr	fr	PROPN
geoplanning-15421	253	15	and	and	CCONJ
geoplanning-15421	253	16	lr	lr	PROPN
geoplanning-15421	253	17	model	model	NOUN
geoplanning-15421	253	18	gives	give	VERB
geoplanning-15421	253	19	a	a	DET
geoplanning-15421	253	20	good	good	ADJ
geoplanning-15421	253	21	result	result	NOUN
geoplanning-15421	253	22	.	.	PUNCT
geoplanning-15421	254	1	taken	take	VERB
geoplanning-15421	254	2	together	together	ADV
geoplanning-15421	254	3	,	,	PUNCT
geoplanning-15421	254	4	the	the	DET
geoplanning-15421	254	5	results	result	NOUN
geoplanning-15421	254	6	suggested	suggest	VERB
geoplanning-15421	254	7	that	that	SCONJ
geoplanning-15421	254	8	changing	change	VERB
geoplanning-15421	254	9	the	the	DET
geoplanning-15421	254	10	vegetation	vegetation	NOUN
geoplanning-15421	254	11	to	to	ADP
geoplanning-15421	254	12	another	another	DET
geoplanning-15421	254	13	landscape	landscape	NOUN
geoplanning-15421	254	14	causes	cause	VERB
geoplanning-15421	254	15	slopes	slope	NOUN
geoplanning-15421	254	16	unstable	unstable	ADJ
geoplanning-15421	254	17	and	and	CCONJ
geoplanning-15421	254	18	increases	increase	VERB
geoplanning-15421	254	19	probability	probability	NOUN
geoplanning-15421	254	20	to	to	ADP
geoplanning-15421	254	21	landslide	landslide	NOUN
geoplanning-15421	254	22	occurrence	occurrence	NOUN
geoplanning-15421	254	23	.	.	PUNCT
geoplanning-15421	255	1	table	table	NOUN
geoplanning-15421	255	2	5	5	NUM
geoplanning-15421	255	3	.	.	PUNCT
geoplanning-15421	256	1	the	the	DET
geoplanning-15421	256	2	characteristic	characteristic	NOUN
geoplanning-15421	256	3	of	of	ADP
geoplanning-15421	256	4	susceptibility	susceptibility	NOUN
geoplanning-15421	256	5	classes	class	NOUN
geoplanning-15421	256	6	on	on	ADP
geoplanning-15421	256	7	landslide	landslide	NOUN
geoplanning-15421	256	8	susceptibility	susceptibility	NOUN
geoplanning-15421	256	9	map	map	NOUN
geoplanning-15421	256	10	using	use	VERB
geoplanning-15421	256	11	fr	fr	NOUN
geoplanning-15421	256	12	,	,	PUNCT
geoplanning-15421	256	13	and	and	CCONJ
geoplanning-15421	256	14	lr	lr	NOUN
geoplanning-15421	256	15	method	method	NOUN
geoplanning-15421	256	16	with	with	ADP
geoplanning-15421	256	17	and	and	CCONJ
geoplanning-15421	256	18	without	without	ADP
geoplanning-15421	256	19	luc	luc	PROPN
geoplanning-15421	256	20	causative	causative	ADJ
geoplanning-15421	256	21	factor	factor	NOUN
geoplanning-15421	256	22	class	class	NOUN
geoplanning-15421	256	23	number	number	NOUN
geoplanning-15421	256	24	reclassified	reclassify	VERB
geoplanning-15421	256	25	index	index	NOUN
geoplanning-15421	256	26	value	value	NOUN
geoplanning-15421	256	27	vulnerability	vulnerability	NOUN
geoplanning-15421	256	28	class	class	NOUN
geoplanning-15421	256	29	number	number	NOUN
geoplanning-15421	256	30	of	of	ADP
geoplanning-15421	256	31	pixels	pixel	NOUN
geoplanning-15421	256	32	%	%	NOUN
geoplanning-15421	256	33	area	area	NOUN
geoplanning-15421	256	34	covered	cover	VERB
geoplanning-15421	256	35	number	number	NOUN
geoplanning-15421	256	36	of	of	ADP
geoplanning-15421	256	37	landslide	landslide	NOUN
geoplanning-15421	256	38	validation	validation	NOUN
geoplanning-15421	256	39	pixel	pixel	NOUN
geoplanning-15421	256	40	%	%	NOUN
geoplanning-15421	256	41	area	area	NOUN
geoplanning-15421	256	42	of	of	ADP
geoplanning-15421	256	43	landslide	landslide	NOUN
geoplanning-15421	256	44	validation	validation	NOUN
geoplanning-15421	256	45	covered	cover	VERB
geoplanning-15421	256	46	frequency	frequency	NOUN
geoplanning-15421	256	47	ratio	ratio	NOUN
geoplanning-15421	256	48	with	with	ADP
geoplanning-15421	256	49	luc	luc	PROPN
geoplanning-15421	256	50	1	1	NUM
geoplanning-15421	256	51	2.700	2.700	NUM
geoplanning-15421	256	52	5.906	5.906	NUM
geoplanning-15421	256	53	very	very	ADV
geoplanning-15421	256	54	low	low	ADJ
geoplanning-15421	256	55	187187	187187	NUM
geoplanning-15421	256	56	23.54	23.54	NUM
geoplanning-15421	256	57	0	0	NUM
geoplanning-15421	256	58	0.00	0.00	NUM
geoplanning-15421	256	59	2	2	NUM
geoplanning-15421	256	60	5.906	5.906	NUM
geoplanning-15421	256	61	8.578	8.578	NUM
geoplanning-15421	256	62	low	low	ADJ
geoplanning-15421	256	63	153294	153294	NUM
geoplanning-15421	256	64	19.28	19.28	NUM
geoplanning-15421	256	65	19	19	NUM
geoplanning-15421	256	66	1.54	1.54	NUM
geoplanning-15421	256	67	3	3	NUM
geoplanning-15421	256	68	8.578	8.578	NUM
geoplanning-15421	256	69	10.893	10.893	NUM
geoplanning-15421	256	70	moderate	moderate	ADJ
geoplanning-15421	256	71	208585	208585	NUM
geoplanning-15421	256	72	26.23	26.23	NUM
geoplanning-15421	256	73	235	235	NUM
geoplanning-15421	256	74	19.11	19.11	NUM
geoplanning-15421	256	75	4	4	NUM
geoplanning-15421	256	76	10.893	10.893	NUM
geoplanning-15421	256	77	13.476	13.476	NUM
geoplanning-15421	256	78	high	high	ADJ
geoplanning-15421	256	79	181945	181945	NUM
geoplanning-15421	256	80	22.88	22.88	NUM
geoplanning-15421	256	81	452	452	NUM
geoplanning-15421	256	82	36.75	36.75	NUM
geoplanning-15421	256	83	5	5	NUM
geoplanning-15421	256	84	13.476	13.476	NUM
geoplanning-15421	256	85	25.410	25.410	NUM
geoplanning-15421	256	86	very	very	ADV
geoplanning-15421	256	87	high	high	ADJ
geoplanning-15421	256	88	64216	64216	NUM
geoplanning-15421	256	89	8.08	8.08	NUM
geoplanning-15421	256	90	524	524	NUM
geoplanning-15421	256	91	42.60	42.60	NUM
geoplanning-15421	256	92	logistic	logistic	ADJ
geoplanning-15421	256	93	regression	regression	NOUN
geoplanning-15421	256	94	with	with	ADP
geoplanning-15421	256	95	luc	luc	PROPN
geoplanning-15421	256	96	1	1	NUM
geoplanning-15421	256	97	0.0013	0.0013	NUM
geoplanning-15421	256	98	0.1187	0.1187	NUM
geoplanning-15421	256	99	very	very	ADV
geoplanning-15421	256	100	low	low	ADJ
geoplanning-15421	256	101	292856	292856	NUM
geoplanning-15421	256	102	36.83	36.83	NUM
geoplanning-15421	256	103	3	3	NUM
geoplanning-15421	256	104	0.24	0.24	NUM
geoplanning-15421	256	105	2	2	NUM
geoplanning-15421	256	106	0.1187	0.1187	NUM
geoplanning-15421	256	107	0.3067	0.3067	NUM
geoplanning-15421	256	108	low	low	ADJ
geoplanning-15421	256	109	162173	162173	NUM
geoplanning-15421	256	110	20.39	20.39	NUM
geoplanning-15421	256	111	62	62	NUM
geoplanning-15421	256	112	5.04	5.04	NUM
geoplanning-15421	256	113	3	3	NUM
geoplanning-15421	256	114	0.3067	0.3067	NUM
geoplanning-15421	256	115	0.5063	0.5063	NUM
geoplanning-15421	256	116	moderate	moderate	ADJ
geoplanning-15421	256	117	133513	133513	NUM
geoplanning-15421	256	118	16.79	16.79	NUM
geoplanning-15421	256	119	178	178	NUM
geoplanning-15421	256	120	14.47	14.47	NUM
geoplanning-15421	256	121	4	4	NUM
geoplanning-15421	256	122	0.5063	0.5063	NUM
geoplanning-15421	256	123	0.7216	0.7216	NUM
geoplanning-15421	256	124	high	high	ADJ
geoplanning-15421	256	125	113755	113755	NUM
geoplanning-15421	256	126	14.30	14.30	NUM
geoplanning-15421	256	127	331	331	NUM
geoplanning-15421	256	128	26.91	26.91	NUM
geoplanning-15421	256	129	5	5	NUM
geoplanning-15421	256	130	0.7216	0.7216	NUM
geoplanning-15421	256	131	0.9996	0.9996	NUM
geoplanning-15421	256	132	very	very	ADV
geoplanning-15421	256	133	high	high	ADJ
geoplanning-15421	256	134	92930	92930	NUM
geoplanning-15421	256	135	11.69	11.69	NUM
geoplanning-15421	256	136	656	656	NUM
geoplanning-15421	256	137	53.33	53.33	NUM
geoplanning-15421	256	138	frequency	frequency	NOUN
geoplanning-15421	256	139	ratio	ratio	NOUN
geoplanning-15421	256	140	without	without	ADP
geoplanning-15421	256	141	luc	luc	PROPN
geoplanning-15421	256	142	1	1	NUM
geoplanning-15421	256	143	2.460	2.460	NUM
geoplanning-15421	256	144	5.1971	5.1971	NUM
geoplanning-15421	256	145	very	very	ADV
geoplanning-15421	256	146	low	low	ADJ
geoplanning-15421	256	147	188730	188730	NUM
geoplanning-15421	256	148	23.73	23.73	NUM
geoplanning-15421	256	149	18.90	18.90	NUM
geoplanning-15421	256	150	0	0	NUM
geoplanning-15421	256	151	0.00	0.00	NUM
geoplanning-15421	256	152	2	2	NUM
geoplanning-15421	256	153	5.1971	5.1971	NUM
geoplanning-15421	256	154	7.630	7.630	NUM
geoplanning-15421	256	155	low	low	ADJ
geoplanning-15421	256	156	150267	150267	NUM
geoplanning-15421	256	157	18.90	18.90	NUM
geoplanning-15421	256	158	24	24	NUM
geoplanning-15421	256	159	1.95	1.95	NUM
geoplanning-15421	256	160	3	3	NUM
geoplanning-15421	256	161	7.630	7.630	NUM
geoplanning-15421	256	162	9.820	9.820	NUM
geoplanning-15421	256	163	moderate	moderate	ADJ
geoplanning-15421	256	164	220097	220097	NUM
geoplanning-15421	256	165	27.68	27.68	NUM
geoplanning-15421	256	166	241	241	NUM
geoplanning-15421	256	167	19.59	19.59	NUM
geoplanning-15421	256	168	4	4	NUM
geoplanning-15421	256	169	9.820	9.820	NUM
geoplanning-15421	256	170	12.253	12.253	NUM
geoplanning-15421	256	171	high	high	ADJ
geoplanning-15421	256	172	178338	178338	NUM
geoplanning-15421	256	173	22.43	22.43	NUM
geoplanning-15421	256	174	466	466	NUM
geoplanning-15421	256	175	37.89	37.89	NUM
geoplanning-15421	256	176	5	5	NUM
geoplanning-15421	256	177	12.253	12.253	NUM
geoplanning-15421	256	178	17.970	17.970	NUM
geoplanning-15421	256	179	very	very	ADV
geoplanning-15421	256	180	high	high	ADJ
geoplanning-15421	256	181	57795	57795	NUM
geoplanning-15421	256	182	7.27	7.27	NUM
geoplanning-15421	256	183	499	499	NUM
geoplanning-15421	256	184	40.57	40.57	NUM
geoplanning-15421	256	185	logistic	logistic	ADJ
geoplanning-15421	256	186	regression	regression	NOUN
geoplanning-15421	256	187	without	without	ADP
geoplanning-15421	256	188	luc	luc	PROPN
geoplanning-15421	256	189	1	1	NUM
geoplanning-15421	256	190	0.0013	0.0013	NUM
geoplanning-15421	256	191	0.1187	0.1187	NUM
geoplanning-15421	256	192	very	very	ADV
geoplanning-15421	256	193	low	low	ADJ
geoplanning-15421	256	194	272313	272313	NUM
geoplanning-15421	256	195	34.24	34.24	NUM
geoplanning-15421	256	196	4	4	NUM
geoplanning-15421	256	197	0.33	0.33	NUM
geoplanning-15421	256	198	2	2	NUM
geoplanning-15421	256	199	0.1187	0.1187	NUM
geoplanning-15421	256	200	0.3067	0.3067	NUM
geoplanning-15421	256	201	low	low	ADJ
geoplanning-15421	256	202	171069	171069	NUM
geoplanning-15421	256	203	21.51	21.51	NUM
geoplanning-15421	256	204	60	60	NUM
geoplanning-15421	256	205	4.88	4.88	NUM
geoplanning-15421	256	206	3	3	NUM
geoplanning-15421	256	207	0.3067	0.3067	NUM
geoplanning-15421	256	208	0.5063	0.5063	NUM
geoplanning-15421	256	209	moderate	moderate	ADJ
geoplanning-15421	256	210	148090	148090	NUM
geoplanning-15421	256	211	18.62	18.62	NUM
geoplanning-15421	256	212	192	192	NUM
geoplanning-15421	256	213	15.61	15.61	NUM
geoplanning-15421	256	214	4	4	NUM
geoplanning-15421	256	215	0.5063	0.5063	NUM
geoplanning-15421	256	216	0.7216	0.7216	NUM
geoplanning-15421	256	217	high	high	ADJ
geoplanning-15421	256	218	112403	112403	NUM
geoplanning-15421	256	219	14.13	14.13	NUM
geoplanning-15421	256	220	322	322	NUM
geoplanning-15421	256	221	26.18	26.18	NUM
geoplanning-15421	256	222	5	5	NUM
geoplanning-15421	256	223	0.7216	0.7216	NUM
geoplanning-15421	256	224	0.9996	0.9996	NUM
geoplanning-15421	256	225	very	very	ADV
geoplanning-15421	256	226	high	high	ADJ
geoplanning-15421	256	227	91352	91352	NUM
geoplanning-15421	256	228	11.49	11.49	NUM
geoplanning-15421	256	229	652	652	NUM
geoplanning-15421	256	230	53.01	53.01	NUM
geoplanning-15421	256	231	figure	figure	NOUN
geoplanning-15421	256	232	7	7	NUM
geoplanning-15421	256	233	.	.	NOUN
geoplanning-15421	256	234	percentage	percentage	NOUN
geoplanning-15421	256	235	of	of	ADP
geoplanning-15421	256	236	landslide	landslide	NOUN
geoplanning-15421	256	237	susceptibility	susceptibility	NOUN
geoplanning-15421	256	238	classes	class	NOUN
geoplanning-15421	256	239	and	and	CCONJ
geoplanning-15421	256	240	rate	rate	NOUN
geoplanning-15421	256	241	of	of	ADP
geoplanning-15421	256	242	landslide	landslide	NOUN
geoplanning-15421	256	243	susceptibility	susceptibility	NOUN
geoplanning-15421	256	244	validation	validation	NOUN
geoplanning-15421	256	245	on	on	ADP
geoplanning-15421	256	246	landslide	landslide	NOUN
geoplanning-15421	256	247	susceptibility	susceptibility	NOUN
geoplanning-15421	256	248	of	of	ADP
geoplanning-15421	256	249	fr	fr	NOUN
geoplanning-15421	256	250	and	and	CCONJ
geoplanning-15421	256	251	lr	lr	PROPN
geoplanning-15421	256	252	method	method	NOUN
geoplanning-15421	257	1	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	257	2	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	VERB
geoplanning-15421	257	3	soma	soma	NOUN
geoplanning-15421	257	4	and	and	CCONJ
geoplanning-15421	257	5	kubota	kubota	NOUN
geoplanning-15421	257	6	/	/	PUNCT
geoplanning-15421	257	7	geoplanning	geoplanning	NOUN
geoplanning-15421	257	8	:	:	PUNCT
geoplanning-15421	257	9	journal	journal	NOUN
geoplanning-15421	257	10	of	of	ADP
geoplanning-15421	257	11	geomatics	geomatics	PROPN
geoplanning-15421	257	12	and	and	CCONJ
geoplanning-15421	257	13	planning	planning	NOUN
geoplanning-15421	257	14	,	,	PUNCT
geoplanning-15421	257	15	vol	vol	NOUN
geoplanning-15421	257	16	4	4	NUM
geoplanning-15421	257	17	,	,	PUNCT
geoplanning-15421	257	18	no	no	INTJ
geoplanning-15421	257	19	.	.	NOUN
geoplanning-15421	257	20	2	2	NUM
geoplanning-15421	257	21	,	,	PUNCT
geoplanning-15421	257	22	2017	2017	NUM
geoplanning-15421	257	23	,	,	PUNCT
geoplanning-15421	257	24	157	157	NUM
geoplanning-15421	257	25	-	-	SYM
geoplanning-15421	257	26	170	170	NUM
geoplanning-15421	257	27	doi	doi	NOUN
geoplanning-15421	257	28	:	:	PUNCT
geoplanning-15421	257	29	10.14710	10.14710	NUM
geoplanning-15421	257	30	/	/	SYM
geoplanning-15421	257	31	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	257	32	-	-	SYM
geoplanning-15421	257	33	170	170	NUM
geoplanning-15421	257	34	|	|	NOUN
geoplanning-15421	257	35	169	169	NUM
geoplanning-15421	257	36	4	4	NUM
geoplanning-15421	257	37	.	.	PUNCT
geoplanning-15421	258	1	conclusion	conclusion	NOUN
geoplanning-15421	258	2	in	in	ADP
geoplanning-15421	258	3	conclusion	conclusion	NOUN
geoplanning-15421	258	4	,	,	PUNCT
geoplanning-15421	258	5	land	land	NOUN
geoplanning-15421	258	6	use	use	NOUN
geoplanning-15421	258	7	change	change	NOUN
geoplanning-15421	258	8	(	(	PUNCT
geoplanning-15421	258	9	luc	luc	PROPN
geoplanning-15421	258	10	)	)	PUNCT
geoplanning-15421	258	11	showed	show	VERB
geoplanning-15421	258	12	a	a	DET
geoplanning-15421	258	13	good	good	ADJ
geoplanning-15421	258	14	demonstration	demonstration	NOUN
geoplanning-15421	258	15	as	as	ADP
geoplanning-15421	258	16	a	a	DET
geoplanning-15421	258	17	new	new	ADJ
geoplanning-15421	258	18	causative	causative	ADJ
geoplanning-15421	258	19	factor	factor	NOUN
geoplanning-15421	258	20	to	to	PART
geoplanning-15421	258	21	build	build	VERB
geoplanning-15421	258	22	landslide	landslide	NOUN
geoplanning-15421	258	23	susceptibility	susceptibility	NOUN
geoplanning-15421	258	24	map	map	NOUN
geoplanning-15421	258	25	.	.	PUNCT
geoplanning-15421	259	1	the	the	DET
geoplanning-15421	259	2	result	result	NOUN
geoplanning-15421	259	3	indicated	indicate	VERB
geoplanning-15421	259	4	that	that	SCONJ
geoplanning-15421	259	5	luc	luc	PROPN
geoplanning-15421	259	6	have	have	VERB
geoplanning-15421	259	7	the	the	DET
geoplanning-15421	259	8	effect	effect	NOUN
geoplanning-15421	259	9	to	to	PART
geoplanning-15421	259	10	produce	produce	VERB
geoplanning-15421	259	11	lsm	lsm	PROPN
geoplanning-15421	260	1	.	.	PROPN
geoplanning-15421	260	2	validation	validation	NOUN
geoplanning-15421	260	3	of	of	ADP
geoplanning-15421	260	4	landslide	landslide	NOUN
geoplanning-15421	260	5	susceptibility	susceptibility	NOUN
geoplanning-15421	260	6	was	be	AUX
geoplanning-15421	260	7	carried	carry	VERB
geoplanning-15421	260	8	out	out	ADP
geoplanning-15421	260	9	in	in	ADP
geoplanning-15421	260	10	this	this	DET
geoplanning-15421	260	11	study	study	NOUN
geoplanning-15421	260	12	at	at	ADP
geoplanning-15421	260	13	both	both	CCONJ
geoplanning-15421	260	14	with	with	ADP
geoplanning-15421	260	15	and	and	CCONJ
geoplanning-15421	260	16	without	without	ADP
geoplanning-15421	260	17	luc	luc	PROPN
geoplanning-15421	260	18	causative	causative	ADJ
geoplanning-15421	260	19	factors	factor	NOUN
geoplanning-15421	260	20	.	.	PUNCT
geoplanning-15421	261	1	firstly	firstly	ADV
geoplanning-15421	261	2	,	,	PUNCT
geoplanning-15421	261	3	performances	performance	NOUN
geoplanning-15421	261	4	of	of	ADP
geoplanning-15421	261	5	each	each	DET
geoplanning-15421	261	6	landslide	landslide	NOUN
geoplanning-15421	261	7	model	model	NOUN
geoplanning-15421	261	8	were	be	AUX
geoplanning-15421	261	9	tested	test	VERB
geoplanning-15421	261	10	using	use	VERB
geoplanning-15421	261	11	auc	auc	NOUN
geoplanning-15421	261	12	curve	curve	NOUN
geoplanning-15421	261	13	for	for	ADP
geoplanning-15421	261	14	success	success	NOUN
geoplanning-15421	261	15	and	and	CCONJ
geoplanning-15421	261	16	predictive	predictive	ADJ
geoplanning-15421	261	17	rate	rate	NOUN
geoplanning-15421	261	18	.	.	PUNCT
geoplanning-15421	262	1	the	the	DET
geoplanning-15421	262	2	highest	high	ADJ
geoplanning-15421	262	3	value	value	NOUN
geoplanning-15421	262	4	of	of	ADP
geoplanning-15421	262	5	predictive	predictive	ADJ
geoplanning-15421	262	6	rate	rate	NOUN
geoplanning-15421	262	7	was	be	AUX
geoplanning-15421	262	8	at	at	ADP
geoplanning-15421	262	9	with	with	ADP
geoplanning-15421	262	10	luc	luc	PROPN
geoplanning-15421	262	11	in	in	ADP
geoplanning-15421	262	12	both	both	CCONJ
geoplanning-15421	262	13	fr	fr	PROPN
geoplanning-15421	262	14	and	and	CCONJ
geoplanning-15421	262	15	lr	lr	PROPN
geoplanning-15421	262	16	methods	method	NOUN
geoplanning-15421	262	17	(	(	PUNCT
geoplanning-15421	262	18	83.4	83.4	NUM
geoplanning-15421	262	19	%	%	NOUN
geoplanning-15421	262	20	and	and	CCONJ
geoplanning-15421	262	21	85.2	85.2	NUM
geoplanning-15421	262	22	%	%	NOUN
geoplanning-15421	262	23	,	,	PUNCT
geoplanning-15421	262	24	respectively	respectively	ADV
geoplanning-15421	262	25	)	)	PUNCT
geoplanning-15421	262	26	.	.	PUNCT
geoplanning-15421	263	1	secondly	secondly	ADV
geoplanning-15421	263	2	,	,	PUNCT
geoplanning-15421	263	3	the	the	DET
geoplanning-15421	263	4	ratio	ratio	NOUN
geoplanning-15421	263	5	of	of	ADP
geoplanning-15421	263	6	landslides	landslide	NOUN
geoplanning-15421	263	7	on	on	ADP
geoplanning-15421	263	8	high	high	ADJ
geoplanning-15421	263	9	to	to	ADP
geoplanning-15421	263	10	very	very	ADV
geoplanning-15421	263	11	high	high	ADJ
geoplanning-15421	263	12	classes	class	NOUN
geoplanning-15421	263	13	of	of	ADP
geoplanning-15421	263	14	susceptibility	susceptibility	NOUN
geoplanning-15421	263	15	was	be	AUX
geoplanning-15421	263	16	obtained	obtain	VERB
geoplanning-15421	263	17	,	,	PUNCT
geoplanning-15421	263	18	which	which	PRON
geoplanning-15421	263	19	indicates	indicate	VERB
geoplanning-15421	263	20	the	the	DET
geoplanning-15421	263	21	accuracy	accuracy	NOUN
geoplanning-15421	263	22	level	level	NOUN
geoplanning-15421	263	23	of	of	ADP
geoplanning-15421	263	24	the	the	DET
geoplanning-15421	263	25	method	method	NOUN
geoplanning-15421	263	26	.	.	PUNCT
geoplanning-15421	264	1	lr	lr	NOUN
geoplanning-15421	264	2	method	method	NOUN
geoplanning-15421	264	3	with	with	ADP
geoplanning-15421	264	4	luc	luc	PROPN
geoplanning-15421	264	5	had	have	VERB
geoplanning-15421	264	6	the	the	DET
geoplanning-15421	264	7	highest	high	ADJ
geoplanning-15421	264	8	accuracy	accuracy	NOUN
geoplanning-15421	264	9	of	of	ADP
geoplanning-15421	264	10	80.24	80.24	NUM
geoplanning-15421	264	11	%	%	NOUN
geoplanning-15421	264	12	.	.	PUNCT
geoplanning-15421	265	1	these	these	DET
geoplanning-15421	265	2	results	result	NOUN
geoplanning-15421	265	3	suggested	suggest	VERB
geoplanning-15421	265	4	that	that	SCONJ
geoplanning-15421	265	5	changing	change	VERB
geoplanning-15421	265	6	the	the	DET
geoplanning-15421	265	7	vegetation	vegetation	NOUN
geoplanning-15421	265	8	to	to	ADP
geoplanning-15421	265	9	another	another	DET
geoplanning-15421	265	10	landscape	landscape	NOUN
geoplanning-15421	265	11	causes	cause	VERB
geoplanning-15421	265	12	slopes	slope	NOUN
geoplanning-15421	265	13	unstable	unstable	ADJ
geoplanning-15421	265	14	and	and	CCONJ
geoplanning-15421	265	15	increases	increase	VERB
geoplanning-15421	265	16	probability	probability	NOUN
geoplanning-15421	265	17	to	to	ADP
geoplanning-15421	265	18	landslide	landslide	NOUN
geoplanning-15421	265	19	occurrence	occurrence	NOUN
geoplanning-15421	265	20	.	.	PUNCT
geoplanning-15421	265	21	.	.	PUNCT
geoplanning-15421	266	1	5	5	X
geoplanning-15421	266	2	.	.	X
geoplanning-15421	266	3	acknowledgments	acknowledgment	NOUN
geoplanning-15421	266	4	the	the	DET
geoplanning-15421	266	5	authors	author	NOUN
geoplanning-15421	266	6	thank	thank	VERB
geoplanning-15421	266	7	esri	esri	PROPN
geoplanning-15421	266	8	indonesia	indonesia	PROPN
geoplanning-15421	266	9	for	for	ADP
geoplanning-15421	266	10	supporting	support	VERB
geoplanning-15421	266	11	the	the	DET
geoplanning-15421	266	12	arcgis	arcgis	PROPN
geoplanning-15421	266	13	10.3	10.3	NUM
geoplanning-15421	266	14	in	in	ADP
geoplanning-15421	266	15	collaboration	collaboration	NOUN
geoplanning-15421	266	16	with	with	ADP
geoplanning-15421	266	17	hasanuddin	hasanuddin	VERB
geoplanning-15421	266	18	university	university	NOUN
geoplanning-15421	266	19	,	,	PUNCT
geoplanning-15421	266	20	indonesia	indonesia	PROPN
geoplanning-15421	266	21	.	.	PUNCT
geoplanning-15421	267	1	this	this	DET
geoplanning-15421	267	2	doctoral	doctoral	ADJ
geoplanning-15421	267	3	program	program	NOUN
geoplanning-15421	267	4	was	be	AUX
geoplanning-15421	267	5	supported	support	VERB
geoplanning-15421	267	6	by	by	ADP
geoplanning-15421	267	7	dikti	dikti	PROPN
geoplanning-15421	267	8	scholarship	scholarship	NOUN
geoplanning-15421	267	9	batch	batch	NOUN
geoplanning-15421	267	10	2	2	NUM
geoplanning-15421	267	11	,	,	PUNCT
geoplanning-15421	267	12	2015	2015	NUM
geoplanning-15421	267	13	.	.	PUNCT
geoplanning-15421	268	1	6	6	NUM
geoplanning-15421	268	2	.	.	X
geoplanning-15421	268	3	references	reference	NOUN
geoplanning-15421	268	4	akgun	akgun	PROPN
geoplanning-15421	268	5	,	,	PUNCT
geoplanning-15421	268	6	a.	a.	NOUN
geoplanning-15421	268	7	,	,	PUNCT
geoplanning-15421	268	8	sezer	sezer	PROPN
geoplanning-15421	268	9	,	,	PUNCT
geoplanning-15421	268	10	e.	e.	PROPN
geoplanning-15421	268	11	a.	a.	PROPN
geoplanning-15421	268	12	,	,	PUNCT
geoplanning-15421	268	13	nefeslioglu	nefeslioglu	PROPN
geoplanning-15421	268	14	,	,	PUNCT
geoplanning-15421	268	15	h.	h.	PROPN
geoplanning-15421	268	16	a.	a.	PROPN
geoplanning-15421	268	17	,	,	PUNCT
geoplanning-15421	268	18	gokceoglu	gokceoglu	NOUN
geoplanning-15421	268	19	,	,	PUNCT
geoplanning-15421	268	20	c.	c.	PROPN
geoplanning-15421	268	21	,	,	PUNCT
geoplanning-15421	268	22	&	&	CCONJ
geoplanning-15421	268	23	pradhan	pradhan	PROPN
geoplanning-15421	268	24	,	,	PUNCT
geoplanning-15421	268	25	b.	b.	PROPN
geoplanning-15421	268	26	(	(	PUNCT
geoplanning-15421	268	27	2012	2012	NUM
geoplanning-15421	268	28	)	)	PUNCT
geoplanning-15421	268	29	.	.	PUNCT
geoplanning-15421	269	1	an	an	DET
geoplanning-15421	269	2	easy	easy	ADJ
geoplanning-15421	269	3	-	-	PUNCT
geoplanning-15421	269	4	to	to	PART
geoplanning-15421	269	5	-	-	PUNCT
geoplanning-15421	269	6	use	use	VERB
geoplanning-15421	269	7	matlab	matlab	PROPN
geoplanning-15421	269	8	program	program	NOUN
geoplanning-15421	269	9	(	(	PUNCT
geoplanning-15421	269	10	mamland	mamland	NOUN
geoplanning-15421	269	11	)	)	PUNCT
geoplanning-15421	269	12	for	for	ADP
geoplanning-15421	269	13	the	the	DET
geoplanning-15421	269	14	assessment	assessment	NOUN
geoplanning-15421	269	15	of	of	ADP
geoplanning-15421	269	16	landslide	landslide	NOUN
geoplanning-15421	269	17	susceptibility	susceptibility	NOUN
geoplanning-15421	269	18	using	use	VERB
geoplanning-15421	269	19	a	a	DET
geoplanning-15421	269	20	mamdani	mamdani	ADJ
geoplanning-15421	269	21	fuzzy	fuzzy	ADJ
geoplanning-15421	269	22	algorithm	algorithm	NOUN
geoplanning-15421	269	23	.	.	PUNCT
geoplanning-15421	270	1	computers	computer	NOUN
geoplanning-15421	270	2	and	and	CCONJ
geoplanning-15421	270	3	geosciences	geoscience	NOUN
geoplanning-15421	270	4	,	,	PUNCT
geoplanning-15421	270	5	38(1	38(1	NUM
geoplanning-15421	270	6	)	)	PUNCT
geoplanning-15421	270	7	,	,	PUNCT
geoplanning-15421	270	8	23–34	23–34	NUM
geoplanning-15421	270	9	.	.	PUNCT
geoplanning-15421	271	1	[	[	X
geoplanning-15421	271	2	crossref	crossref	X
geoplanning-15421	271	3	]	]	X
geoplanning-15421	271	4	ayalew	ayalew	NOUN
geoplanning-15421	271	5	,	,	PUNCT
geoplanning-15421	271	6	l.	l.	PROPN
geoplanning-15421	271	7	,	,	PUNCT
geoplanning-15421	271	8	&	&	CCONJ
geoplanning-15421	271	9	yamagishi	yamagishi	PROPN
geoplanning-15421	271	10	,	,	PUNCT
geoplanning-15421	271	11	h.	h.	PROPN
geoplanning-15421	271	12	(	(	PUNCT
geoplanning-15421	271	13	2005	2005	NUM
geoplanning-15421	271	14	)	)	PUNCT
geoplanning-15421	271	15	.	.	PUNCT
geoplanning-15421	272	1	the	the	DET
geoplanning-15421	272	2	application	application	NOUN
geoplanning-15421	272	3	of	of	ADP
geoplanning-15421	272	4	gis	gis	NOUN
geoplanning-15421	272	5	-	-	PUNCT
geoplanning-15421	272	6	based	base	VERB
geoplanning-15421	272	7	logistic	logistic	ADJ
geoplanning-15421	272	8	regression	regression	NOUN
geoplanning-15421	272	9	for	for	ADP
geoplanning-15421	272	10	landslide	landslide	NOUN
geoplanning-15421	272	11	susceptibility	susceptibility	NOUN
geoplanning-15421	272	12	mapping	mapping	NOUN
geoplanning-15421	272	13	in	in	ADP
geoplanning-15421	272	14	the	the	DET
geoplanning-15421	272	15	kakuda	kakuda	NOUN
geoplanning-15421	272	16	-	-	PUNCT
geoplanning-15421	272	17	yahiko	yahiko	PROPN
geoplanning-15421	272	18	mountains	mountain	NOUN
geoplanning-15421	272	19	,	,	PUNCT
geoplanning-15421	272	20	central	central	PROPN
geoplanning-15421	272	21	japan	japan	PROPN
geoplanning-15421	272	22	,	,	PUNCT
geoplanning-15421	272	23	65	65	NUM
geoplanning-15421	272	24	,	,	PUNCT
geoplanning-15421	272	25	15–31	15–31	NUM
geoplanning-15421	272	26	.	.	PUNCT
geoplanning-15421	273	1	[	[	X
geoplanning-15421	273	2	crossref	crossref	X
geoplanning-15421	273	3	]	]	X
geoplanning-15421	273	4	bai	bai	PROPN
geoplanning-15421	273	5	,	,	PUNCT
geoplanning-15421	273	6	s.	s.	PROPN
geoplanning-15421	273	7	b.	b.	PROPN
geoplanning-15421	273	8	,	,	PUNCT
geoplanning-15421	273	9	wang	wang	PROPN
geoplanning-15421	273	10	,	,	PUNCT
geoplanning-15421	273	11	j.	j.	PROPN
geoplanning-15421	273	12	,	,	PUNCT
geoplanning-15421	273	13	lü	lü	PROPN
geoplanning-15421	273	14	,	,	PUNCT
geoplanning-15421	273	15	g.	g.	PROPN
geoplanning-15421	273	16	n.	n.	PROPN
geoplanning-15421	273	17	,	,	PUNCT
geoplanning-15421	273	18	zhou	zhou	PROPN
geoplanning-15421	273	19	,	,	PUNCT
geoplanning-15421	273	20	p.	p.	PROPN
geoplanning-15421	273	21	g.	g.	PROPN
geoplanning-15421	273	22	,	,	PUNCT
geoplanning-15421	273	23	hou	hou	PROPN
geoplanning-15421	273	24	,	,	PUNCT
geoplanning-15421	273	25	s.	s.	PROPN
geoplanning-15421	273	26	s.	s.	PROPN
geoplanning-15421	273	27	,	,	PUNCT
geoplanning-15421	273	28	&	&	CCONJ
geoplanning-15421	273	29	xu	xu	PROPN
geoplanning-15421	273	30	,	,	PUNCT
geoplanning-15421	273	31	s.	s.	PROPN
geoplanning-15421	273	32	n.	n.	PROPN
geoplanning-15421	273	33	(	(	PUNCT
geoplanning-15421	273	34	2010	2010	NUM
geoplanning-15421	273	35	)	)	PUNCT
geoplanning-15421	273	36	.	.	PUNCT
geoplanning-15421	274	1	gis	gis	NOUN
geoplanning-15421	274	2	-	-	PUNCT
geoplanning-15421	274	3	based	base	VERB
geoplanning-15421	274	4	logistic	logistic	ADJ
geoplanning-15421	274	5	regression	regression	NOUN
geoplanning-15421	274	6	for	for	ADP
geoplanning-15421	274	7	landslide	landslide	NOUN
geoplanning-15421	274	8	susceptibility	susceptibility	NOUN
geoplanning-15421	274	9	mapping	mapping	NOUN
geoplanning-15421	274	10	of	of	ADP
geoplanning-15421	274	11	the	the	DET
geoplanning-15421	274	12	zhongxian	zhongxian	PROPN
geoplanning-15421	274	13	segment	segment	NOUN
geoplanning-15421	274	14	in	in	ADP
geoplanning-15421	274	15	the	the	DET
geoplanning-15421	274	16	three	three	NUM
geoplanning-15421	274	17	gorges	gorge	NOUN
geoplanning-15421	274	18	area	area	NOUN
geoplanning-15421	274	19	,	,	PUNCT
geoplanning-15421	274	20	china	china	PROPN
geoplanning-15421	274	21	.	.	PUNCT
geoplanning-15421	274	22	geomorphology	geomorphology	PROPN
geoplanning-15421	274	23	,	,	PUNCT
geoplanning-15421	274	24	115(1–2	115(1–2	NUM
geoplanning-15421	274	25	)	)	PUNCT
geoplanning-15421	274	26	,	,	PUNCT
geoplanning-15421	274	27	23–31	23–31	NUM
geoplanning-15421	274	28	.	.	PUNCT
geoplanning-15421	275	1	[	[	X
geoplanning-15421	275	2	crossref	crossref	X
geoplanning-15421	275	3	]	]	X
geoplanning-15421	275	4	can	can	AUX
geoplanning-15421	275	5	,	,	PUNCT
geoplanning-15421	275	6	t.	t.	PROPN
geoplanning-15421	275	7	,	,	PUNCT
geoplanning-15421	275	8	nefeslioglu	nefeslioglu	PROPN
geoplanning-15421	275	9	,	,	PUNCT
geoplanning-15421	275	10	h.	h.	PROPN
geoplanning-15421	275	11	a.	a.	PROPN
geoplanning-15421	275	12	,	,	PUNCT
geoplanning-15421	275	13	gokceoglu	gokceoglu	NOUN
geoplanning-15421	275	14	,	,	PUNCT
geoplanning-15421	275	15	c.	c.	PROPN
geoplanning-15421	275	16	,	,	PUNCT
geoplanning-15421	275	17	sonmez	sonmez	NOUN
geoplanning-15421	275	18	,	,	PUNCT
geoplanning-15421	275	19	h.	h.	PROPN
geoplanning-15421	275	20	,	,	PUNCT
geoplanning-15421	275	21	&	&	CCONJ
geoplanning-15421	275	22	duman	duman	PROPN
geoplanning-15421	275	23	,	,	PUNCT
geoplanning-15421	275	24	t.	t.	PROPN
geoplanning-15421	275	25	y.	y.	PROPN
geoplanning-15421	275	26	(	(	PUNCT
geoplanning-15421	275	27	2005	2005	NUM
geoplanning-15421	275	28	)	)	PUNCT
geoplanning-15421	275	29	.	.	PUNCT
geoplanning-15421	276	1	susceptibility	susceptibility	NOUN
geoplanning-15421	276	2	assessments	assessment	NOUN
geoplanning-15421	276	3	of	of	ADP
geoplanning-15421	276	4	shallow	shallow	ADJ
geoplanning-15421	276	5	earthflows	earthflow	NOUN
geoplanning-15421	276	6	triggered	trigger	VERB
geoplanning-15421	276	7	by	by	ADP
geoplanning-15421	276	8	heavy	heavy	ADJ
geoplanning-15421	276	9	rainfall	rainfall	NOUN
geoplanning-15421	276	10	at	at	ADP
geoplanning-15421	276	11	three	three	NUM
geoplanning-15421	276	12	catchments	catchment	NOUN
geoplanning-15421	276	13	by	by	ADP
geoplanning-15421	276	14	logistic	logistic	ADJ
geoplanning-15421	276	15	regression	regression	NOUN
geoplanning-15421	276	16	analyses	analysis	NOUN
geoplanning-15421	276	17	.	.	PUNCT
geoplanning-15421	277	1	geomorphology	geomorphology	NOUN
geoplanning-15421	277	2	,	,	PUNCT
geoplanning-15421	277	3	72(1	72(1	NOUN
geoplanning-15421	277	4	)	)	PUNCT
geoplanning-15421	277	5	,	,	PUNCT
geoplanning-15421	277	6	250–271	250–271	NUM
geoplanning-15421	277	7	.	.	PUNCT
geoplanning-15421	278	1	[	[	X
geoplanning-15421	278	2	crossref	crossref	X
geoplanning-15421	278	3	]	]	X
geoplanning-15421	278	4	chau	chau	NOUN
geoplanning-15421	278	5	,	,	PUNCT
geoplanning-15421	278	6	k.	k.	PROPN
geoplanning-15421	278	7	t.	t.	PROPN
geoplanning-15421	278	8	,	,	PUNCT
geoplanning-15421	278	9	&	&	CCONJ
geoplanning-15421	278	10	chan	chan	PROPN
geoplanning-15421	278	11	,	,	PUNCT
geoplanning-15421	278	12	j.	j.	PROPN
geoplanning-15421	278	13	e.	e.	PROPN
geoplanning-15421	278	14	(	(	PUNCT
geoplanning-15421	278	15	2005	2005	NUM
geoplanning-15421	278	16	)	)	PUNCT
geoplanning-15421	278	17	.	.	PUNCT
geoplanning-15421	279	1	regional	regional	ADJ
geoplanning-15421	279	2	bias	bias	NOUN
geoplanning-15421	279	3	of	of	ADP
geoplanning-15421	279	4	landslide	landslide	NOUN
geoplanning-15421	279	5	data	datum	NOUN
geoplanning-15421	279	6	in	in	ADP
geoplanning-15421	279	7	generating	generate	VERB
geoplanning-15421	279	8	susceptibility	susceptibility	NOUN
geoplanning-15421	279	9	maps	map	NOUN
geoplanning-15421	279	10	using	use	VERB
geoplanning-15421	279	11	logistic	logistic	ADJ
geoplanning-15421	279	12	regression	regression	NOUN
geoplanning-15421	279	13	:	:	PUNCT
geoplanning-15421	279	14	case	case	NOUN
geoplanning-15421	279	15	of	of	ADP
geoplanning-15421	279	16	hong	hong	PROPN
geoplanning-15421	279	17	kong	kong	PROPN
geoplanning-15421	279	18	island	island	PROPN
geoplanning-15421	279	19	.	.	PUNCT
geoplanning-15421	280	1	landslides	landslide	NOUN
geoplanning-15421	280	2	,	,	PUNCT
geoplanning-15421	280	3	2(4	2(4	NUM
geoplanning-15421	280	4	)	)	PUNCT
geoplanning-15421	280	5	,	,	PUNCT
geoplanning-15421	280	6	280–290	280–290	NUM
geoplanning-15421	280	7	.	.	PUNCT
geoplanning-15421	281	1	[	[	X
geoplanning-15421	281	2	crossref	crossref	X
geoplanning-15421	281	3	]	]	X
geoplanning-15421	281	4	chauhan	chauhan	PROPN
geoplanning-15421	281	5	,	,	PUNCT
geoplanning-15421	281	6	s.	s.	PROPN
geoplanning-15421	281	7	,	,	PUNCT
geoplanning-15421	281	8	sharma	sharma	PROPN
geoplanning-15421	281	9	,	,	PUNCT
geoplanning-15421	281	10	m.	m.	NOUN
geoplanning-15421	281	11	,	,	PUNCT
geoplanning-15421	281	12	arora	arora	PROPN
geoplanning-15421	281	13	,	,	PUNCT
geoplanning-15421	281	14	m.	m.	PROPN
geoplanning-15421	281	15	k.	k.	PROPN
geoplanning-15421	281	16	,	,	PUNCT
geoplanning-15421	281	17	&	&	CCONJ
geoplanning-15421	281	18	gupta	gupta	PROPN
geoplanning-15421	281	19	,	,	PUNCT
geoplanning-15421	281	20	n.	n.	PROPN
geoplanning-15421	281	21	k.	k.	PROPN
geoplanning-15421	281	22	(	(	PUNCT
geoplanning-15421	281	23	2010	2010	NUM
geoplanning-15421	281	24	)	)	PUNCT
geoplanning-15421	281	25	.	.	PUNCT
geoplanning-15421	282	1	landslide	landslide	NOUN
geoplanning-15421	282	2	susceptibility	susceptibility	NOUN
geoplanning-15421	282	3	zonation	zonation	NOUN
geoplanning-15421	282	4	through	through	ADP
geoplanning-15421	282	5	ratings	rating	NOUN
geoplanning-15421	282	6	derived	derive	VERB
geoplanning-15421	282	7	from	from	ADP
geoplanning-15421	282	8	artificial	artificial	ADJ
geoplanning-15421	282	9	neural	neural	ADJ
geoplanning-15421	282	10	network	network	NOUN
geoplanning-15421	282	11	.	.	PUNCT
geoplanning-15421	283	1	international	international	ADJ
geoplanning-15421	283	2	journal	journal	PROPN
geoplanning-15421	283	3	of	of	ADP
geoplanning-15421	283	4	applied	apply	VERB
geoplanning-15421	283	5	earth	earth	NOUN
geoplanning-15421	283	6	observation	observation	NOUN
geoplanning-15421	283	7	and	and	CCONJ
geoplanning-15421	283	8	geoinformation	geoinformation	NOUN
geoplanning-15421	283	9	,	,	PUNCT
geoplanning-15421	283	10	12(5	12(5	NUM
geoplanning-15421	283	11	)	)	PUNCT
geoplanning-15421	283	12	,	,	PUNCT
geoplanning-15421	283	13	340–350	340–350	NUM
geoplanning-15421	283	14	.	.	PUNCT
geoplanning-15421	284	1	[	[	X
geoplanning-15421	284	2	crossref	crossref	X
geoplanning-15421	284	3	]	]	X
geoplanning-15421	284	4	chung	chung	PROPN
geoplanning-15421	284	5	,	,	PUNCT
geoplanning-15421	284	6	c.-j	c.-j	PROPN
geoplanning-15421	284	7	.	.	PUNCT
geoplanning-15421	285	1	f.	f.	PROPN
geoplanning-15421	285	2	,	,	PUNCT
geoplanning-15421	285	3	&	&	CCONJ
geoplanning-15421	285	4	fabbri	fabbri	NOUN
geoplanning-15421	285	5	,	,	PUNCT
geoplanning-15421	285	6	a.	a.	NOUN
geoplanning-15421	285	7	g.	g.	PROPN
geoplanning-15421	285	8	(	(	PUNCT
geoplanning-15421	285	9	2003	2003	NUM
geoplanning-15421	285	10	)	)	PUNCT
geoplanning-15421	285	11	.	.	PUNCT
geoplanning-15421	286	1	validation	validation	NOUN
geoplanning-15421	286	2	of	of	ADP
geoplanning-15421	286	3	spatial	spatial	ADJ
geoplanning-15421	286	4	prediction	prediction	NOUN
geoplanning-15421	286	5	models	model	NOUN
geoplanning-15421	286	6	for	for	ADP
geoplanning-15421	286	7	landslide	landslide	NOUN
geoplanning-15421	286	8	hazard	hazard	NOUN
geoplanning-15421	286	9	mapping	mapping	NOUN
geoplanning-15421	286	10	.	.	PUNCT
geoplanning-15421	287	1	natural	natural	ADJ
geoplanning-15421	287	2	hazards	hazard	NOUN
geoplanning-15421	287	3	,	,	PUNCT
geoplanning-15421	287	4	30(3	30(3	NUM
geoplanning-15421	287	5	)	)	PUNCT
geoplanning-15421	287	6	,	,	PUNCT
geoplanning-15421	287	7	451–472	451–472	NUM
geoplanning-15421	287	8	.	.	PUNCT
geoplanning-15421	288	1	[	[	X
geoplanning-15421	288	2	crossref	crossref	X
geoplanning-15421	288	3	]	]	X
geoplanning-15421	288	4	dai	dai	PROPN
geoplanning-15421	288	5	,	,	PUNCT
geoplanning-15421	288	6	f.	f.	PROPN
geoplanning-15421	288	7	c.	c.	PROPN
geoplanning-15421	288	8	,	,	PUNCT
geoplanning-15421	288	9	lee	lee	PROPN
geoplanning-15421	288	10	,	,	PUNCT
geoplanning-15421	288	11	c.	c.	PROPN
geoplanning-15421	288	12	f.	f.	PROPN
geoplanning-15421	288	13	,	,	PUNCT
geoplanning-15421	288	14	tham	tham	PROPN
geoplanning-15421	288	15	,	,	PUNCT
geoplanning-15421	288	16	l.	l.	PROPN
geoplanning-15421	288	17	g.	g.	PROPN
geoplanning-15421	288	18	,	,	PUNCT
geoplanning-15421	288	19	ng	ng	PROPN
geoplanning-15421	288	20	,	,	PUNCT
geoplanning-15421	288	21	k.	k.	PROPN
geoplanning-15421	288	22	c.	c.	PROPN
geoplanning-15421	288	23	,	,	PUNCT
geoplanning-15421	288	24	&	&	CCONJ
geoplanning-15421	288	25	shum	shum	PROPN
geoplanning-15421	288	26	,	,	PUNCT
geoplanning-15421	288	27	w.	w.	PROPN
geoplanning-15421	288	28	l.	l.	PROPN
geoplanning-15421	288	29	(	(	PUNCT
geoplanning-15421	288	30	2004	2004	NUM
geoplanning-15421	288	31	)	)	PUNCT
geoplanning-15421	288	32	.	.	PUNCT
geoplanning-15421	289	1	logistic	logistic	ADJ
geoplanning-15421	289	2	regression	regression	NOUN
geoplanning-15421	289	3	modelling	modelling	NOUN
geoplanning-15421	289	4	of	of	ADP
geoplanning-15421	289	5	storminduced	storminduce	VERB
geoplanning-15421	289	6	shallow	shallow	ADJ
geoplanning-15421	289	7	landsliding	landslide	VERB
geoplanning-15421	289	8	in	in	ADP
geoplanning-15421	289	9	time	time	NOUN
geoplanning-15421	289	10	and	and	CCONJ
geoplanning-15421	289	11	space	space	NOUN
geoplanning-15421	289	12	on	on	ADP
geoplanning-15421	289	13	natural	natural	ADJ
geoplanning-15421	289	14	terrain	terrain	NOUN
geoplanning-15421	289	15	of	of	ADP
geoplanning-15421	289	16	lantau	lantau	PROPN
geoplanning-15421	289	17	island	island	NOUN
geoplanning-15421	289	18	,	,	PUNCT
geoplanning-15421	289	19	hong	hong	PROPN
geoplanning-15421	289	20	kong	kong	PROPN
geoplanning-15421	289	21	.	.	PUNCT
geoplanning-15421	290	1	bulletin	bulletin	NOUN
geoplanning-15421	290	2	of	of	ADP
geoplanning-15421	290	3	engineering	engineering	NOUN
geoplanning-15421	290	4	geology	geology	NOUN
geoplanning-15421	290	5	and	and	CCONJ
geoplanning-15421	290	6	the	the	DET
geoplanning-15421	290	7	environment	environment	NOUN
geoplanning-15421	290	8	,	,	PUNCT
geoplanning-15421	290	9	63(4	63(4	NOUN
geoplanning-15421	290	10	)	)	PUNCT
geoplanning-15421	290	11	,	,	PUNCT
geoplanning-15421	290	12	315–327	315–327	NUM
geoplanning-15421	290	13	.	.	PUNCT
geoplanning-15421	291	1	[	[	X
geoplanning-15421	291	2	crossref	crossref	X
geoplanning-15421	291	3	]	]	X
geoplanning-15421	291	4	dou	dou	PROPN
geoplanning-15421	291	5	,	,	PUNCT
geoplanning-15421	291	6	j.	j.	PROPN
geoplanning-15421	291	7	,	,	PUNCT
geoplanning-15421	291	8	bui	bui	PROPN
geoplanning-15421	291	9	,	,	PUNCT
geoplanning-15421	291	10	d.	d.	PROPN
geoplanning-15421	291	11	t.	t.	PROPN
geoplanning-15421	291	12	,	,	PUNCT
geoplanning-15421	291	13	yunus	yunus	PROPN
geoplanning-15421	291	14	,	,	PUNCT
geoplanning-15421	291	15	a.	a.	PROPN
geoplanning-15421	291	16	p.	p.	PROPN
geoplanning-15421	291	17	,	,	PUNCT
geoplanning-15421	291	18	jia	jia	PROPN
geoplanning-15421	291	19	,	,	PUNCT
geoplanning-15421	291	20	k.	k.	PROPN
geoplanning-15421	291	21	,	,	PUNCT
geoplanning-15421	291	22	song	song	NOUN
geoplanning-15421	291	23	,	,	PUNCT
geoplanning-15421	291	24	x.	x.	NOUN
geoplanning-15421	291	25	,	,	PUNCT
geoplanning-15421	291	26	revhaug	revhaug	NOUN
geoplanning-15421	291	27	,	,	PUNCT
geoplanning-15421	291	28	i.	i.	NOUN
geoplanning-15421	291	29	,	,	PUNCT
geoplanning-15421	291	30	…	…	PUNCT
geoplanning-15421	291	31	zhu	zhu	PROPN
geoplanning-15421	291	32	,	,	PUNCT
geoplanning-15421	291	33	z.	z.	PROPN
geoplanning-15421	291	34	(	(	PUNCT
geoplanning-15421	291	35	2015	2015	NUM
geoplanning-15421	291	36	)	)	PUNCT
geoplanning-15421	291	37	.	.	PUNCT
geoplanning-15421	292	1	optimization	optimization	NOUN
geoplanning-15421	292	2	of	of	ADP
geoplanning-15421	292	3	causative	causative	ADJ
geoplanning-15421	292	4	factors	factor	NOUN
geoplanning-15421	292	5	for	for	ADP
geoplanning-15421	292	6	landslide	landslide	NOUN
geoplanning-15421	292	7	susceptibility	susceptibility	NOUN
geoplanning-15421	292	8	evaluation	evaluation	NOUN
geoplanning-15421	292	9	using	use	VERB
geoplanning-15421	292	10	remote	remote	ADJ
geoplanning-15421	292	11	sensing	sensing	NOUN
geoplanning-15421	292	12	and	and	CCONJ
geoplanning-15421	292	13	gis	gis	NOUN
geoplanning-15421	292	14	data	datum	NOUN
geoplanning-15421	292	15	in	in	ADP
geoplanning-15421	292	16	parts	part	NOUN
geoplanning-15421	292	17	of	of	ADP
geoplanning-15421	292	18	niigata	niigata	PROPN
geoplanning-15421	292	19	,	,	PUNCT
geoplanning-15421	292	20	japan	japan	PROPN
geoplanning-15421	292	21	.	.	PUNCT
geoplanning-15421	293	1	plos	plos	PROPN
geoplanning-15421	293	2	one	one	NUM
geoplanning-15421	293	3	,	,	PUNCT
geoplanning-15421	293	4	10(7	10(7	NUM
geoplanning-15421	293	5	)	)	PUNCT
geoplanning-15421	293	6	.	.	PUNCT
geoplanning-15421	294	1	[	[	X
geoplanning-15421	294	2	crossref	crossref	X
geoplanning-15421	294	3	]	]	X
geoplanning-15421	294	4	fell	fall	VERB
geoplanning-15421	294	5	,	,	PUNCT
geoplanning-15421	294	6	r.	r.	PROPN
geoplanning-15421	294	7	,	,	PUNCT
geoplanning-15421	294	8	corominas	coromina	NOUN
geoplanning-15421	294	9	,	,	PUNCT
geoplanning-15421	294	10	j.	j.	PROPN
geoplanning-15421	294	11	,	,	PUNCT
geoplanning-15421	294	12	bonnard	bonnard	PROPN
geoplanning-15421	294	13	,	,	PUNCT
geoplanning-15421	294	14	c.	c.	PROPN
geoplanning-15421	294	15	,	,	PUNCT
geoplanning-15421	294	16	cascini	cascini	PROPN
geoplanning-15421	294	17	,	,	PUNCT
geoplanning-15421	294	18	l.	l.	PROPN
geoplanning-15421	294	19	,	,	PUNCT
geoplanning-15421	294	20	leroi	leroi	PROPN
geoplanning-15421	294	21	,	,	PUNCT
geoplanning-15421	294	22	e.	e.	PROPN
geoplanning-15421	294	23	,	,	PUNCT
geoplanning-15421	294	24	&	&	CCONJ
geoplanning-15421	294	25	savage	savage	PROPN
geoplanning-15421	294	26	,	,	PUNCT
geoplanning-15421	294	27	w.	w.	PROPN
geoplanning-15421	294	28	z.	z.	PROPN
geoplanning-15421	294	29	(	(	PUNCT
geoplanning-15421	294	30	2008	2008	NUM
geoplanning-15421	294	31	)	)	PUNCT
geoplanning-15421	294	32	.	.	PUNCT
geoplanning-15421	295	1	guidelines	guideline	NOUN
geoplanning-15421	295	2	for	for	ADP
geoplanning-15421	295	3	landslide	landslide	NOUN
geoplanning-15421	295	4	susceptibility	susceptibility	NOUN
geoplanning-15421	295	5	,	,	PUNCT
geoplanning-15421	295	6	hazard	hazard	NOUN
geoplanning-15421	295	7	and	and	CCONJ
geoplanning-15421	295	8	risk	risk	NOUN
geoplanning-15421	295	9	zoning	zoning	NOUN
geoplanning-15421	295	10	for	for	ADP
geoplanning-15421	295	11	land	land	NOUN
geoplanning-15421	295	12	-	-	PUNCT
geoplanning-15421	295	13	use	use	NOUN
geoplanning-15421	295	14	planning	planning	NOUN
geoplanning-15421	295	15	.	.	PUNCT
geoplanning-15421	296	1	engineering	engineering	NOUN
geoplanning-15421	296	2	geology	geology	NOUN
geoplanning-15421	296	3	,	,	PUNCT
geoplanning-15421	296	4	102(3–4	102(3–4	NUM
geoplanning-15421	296	5	)	)	PUNCT
geoplanning-15421	296	6	,	,	PUNCT
geoplanning-15421	296	7	99–111	99–111	NUM
geoplanning-15421	296	8	.	.	PUNCT
geoplanning-15421	297	1	[	[	X
geoplanning-15421	297	2	crossref	crossref	X
geoplanning-15421	297	3	]	]	X
geoplanning-15421	297	4	garcía	garcía	NOUN
geoplanning-15421	297	5	-	-	PUNCT
geoplanning-15421	297	6	ruiz	ruiz	NOUN
geoplanning-15421	297	7	,	,	PUNCT
geoplanning-15421	297	8	j.	j.	PROPN
geoplanning-15421	297	9	m.	m.	PROPN
geoplanning-15421	297	10	,	,	PUNCT
geoplanning-15421	297	11	beguería	beguería	NOUN
geoplanning-15421	297	12	,	,	PUNCT
geoplanning-15421	297	13	s.	s.	PROPN
geoplanning-15421	297	14	,	,	PUNCT
geoplanning-15421	297	15	alatorre	alatorre	PROPN
geoplanning-15421	297	16	,	,	PUNCT
geoplanning-15421	297	17	l.	l.	PROPN
geoplanning-15421	297	18	c.	c.	PROPN
geoplanning-15421	297	19	,	,	PUNCT
geoplanning-15421	297	20	&	&	CCONJ
geoplanning-15421	297	21	puigdefábregas	puigdefábregas	PROPN
geoplanning-15421	297	22	,	,	PUNCT
geoplanning-15421	297	23	j.	j.	PROPN
geoplanning-15421	297	24	(	(	PUNCT
geoplanning-15421	297	25	2010	2010	NUM
geoplanning-15421	297	26	)	)	PUNCT
geoplanning-15421	297	27	.	.	PUNCT
geoplanning-15421	298	1	land	land	NOUN
geoplanning-15421	298	2	cover	cover	NOUN
geoplanning-15421	298	3	changes	change	NOUN
geoplanning-15421	298	4	and	and	CCONJ
geoplanning-15421	298	5	shallow	shallow	ADJ
geoplanning-15421	298	6	landsliding	landslide	VERB
geoplanning-15421	298	7	in	in	ADP
geoplanning-15421	298	8	the	the	DET
geoplanning-15421	298	9	flysch	flysch	NOUN
geoplanning-15421	298	10	sector	sector	NOUN
geoplanning-15421	298	11	of	of	ADP
geoplanning-15421	298	12	the	the	DET
geoplanning-15421	298	13	spanish	spanish	ADJ
geoplanning-15421	298	14	pyrenees	pyrenees	PROPN
geoplanning-15421	298	15	.	.	PUNCT
geoplanning-15421	299	1	geomorphology	geomorphology	NOUN
geoplanning-15421	299	2	,	,	PUNCT
geoplanning-15421	299	3	124(3–4	124(3–4	NUM
geoplanning-15421	299	4	)	)	PUNCT
geoplanning-15421	299	5	,	,	PUNCT
geoplanning-15421	299	6	250–259	250–259	NUM
geoplanning-15421	299	7	.	.	PUNCT
geoplanning-15421	300	1	[	[	X
geoplanning-15421	300	2	crossref	crossref	X
geoplanning-15421	300	3	]	]	X
geoplanning-15421	300	4	glade	glade	NOUN
geoplanning-15421	300	5	,	,	PUNCT
geoplanning-15421	300	6	t.	t.	PROPN
geoplanning-15421	300	7	(	(	PUNCT
geoplanning-15421	300	8	2003	2003	NUM
geoplanning-15421	300	9	)	)	PUNCT
geoplanning-15421	300	10	.	.	PUNCT
geoplanning-15421	301	1	landslide	landslide	NOUN
geoplanning-15421	301	2	occurrence	occurrence	NOUN
geoplanning-15421	301	3	as	as	ADP
geoplanning-15421	301	4	a	a	DET
geoplanning-15421	301	5	response	response	NOUN
geoplanning-15421	301	6	to	to	ADP
geoplanning-15421	301	7	land	land	NOUN
geoplanning-15421	301	8	use	use	NOUN
geoplanning-15421	301	9	change	change	NOUN
geoplanning-15421	301	10	:	:	PUNCT
geoplanning-15421	301	11	a	a	DET
geoplanning-15421	301	12	review	review	NOUN
geoplanning-15421	301	13	of	of	ADP
geoplanning-15421	301	14	evidence	evidence	NOUN
geoplanning-15421	301	15	from	from	ADP
geoplanning-15421	301	16	new	new	PROPN
geoplanning-15421	301	17	zealand	zealand	PROPN
geoplanning-15421	301	18	.	.	PUNCT
geoplanning-15421	302	1	catena	catena	PROPN
geoplanning-15421	302	2	,	,	PUNCT
geoplanning-15421	302	3	51(3–4	51(3–4	NUM
geoplanning-15421	302	4	)	)	PUNCT
geoplanning-15421	302	5	,	,	PUNCT
geoplanning-15421	302	6	297–314	297–314	NUM
geoplanning-15421	302	7	.	.	PUNCT
geoplanning-15421	303	1	[	[	X
geoplanning-15421	303	2	crossref	crossref	X
geoplanning-15421	303	3	]	]	X
geoplanning-15421	303	4	gorsevski	gorsevski	NOUN
geoplanning-15421	303	5	,	,	PUNCT
geoplanning-15421	303	6	p.	p.	NOUN
geoplanning-15421	303	7	v.	v.	NOUN
geoplanning-15421	303	8	,	,	PUNCT
geoplanning-15421	303	9	gessler	gessler	NOUN
geoplanning-15421	303	10	,	,	PUNCT
geoplanning-15421	303	11	p.	p.	PROPN
geoplanning-15421	303	12	e.	e.	PROPN
geoplanning-15421	303	13	,	,	PUNCT
geoplanning-15421	303	14	boll	boll	PROPN
geoplanning-15421	303	15	,	,	PUNCT
geoplanning-15421	303	16	j.	j.	PROPN
geoplanning-15421	303	17	,	,	PUNCT
geoplanning-15421	303	18	elliot	elliot	PROPN
geoplanning-15421	303	19	,	,	PUNCT
geoplanning-15421	303	20	w.	w.	PROPN
geoplanning-15421	303	21	j.	j.	PROPN
geoplanning-15421	303	22	,	,	PUNCT
geoplanning-15421	303	23	&	&	CCONJ
geoplanning-15421	303	24	foltz	foltz	PROPN
geoplanning-15421	303	25	,	,	PUNCT
geoplanning-15421	303	26	r.	r.	PROPN
geoplanning-15421	303	27	b.	b.	PROPN
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geoplanning-15421	303	29	2006	2006	NUM
geoplanning-15421	303	30	)	)	PUNCT
geoplanning-15421	303	31	.	.	PUNCT
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geoplanning-15421	304	2	and	and	CCONJ
geoplanning-15421	304	3	temporally	temporally	ADV
geoplanning-15421	304	4	distributed	distribute	VERB
geoplanning-15421	304	5	modeling	modeling	NOUN
geoplanning-15421	304	6	of	of	ADP
geoplanning-15421	304	7	landslide	landslide	NOUN
geoplanning-15421	304	8	susceptibility	susceptibility	NOUN
geoplanning-15421	304	9	.	.	PUNCT
geoplanning-15421	305	1	geomorphology	geomorphology	NOUN
geoplanning-15421	305	2	,	,	PUNCT
geoplanning-15421	305	3	80(3–4	80(3–4	NUM
geoplanning-15421	305	4	)	)	PUNCT
geoplanning-15421	305	5	,	,	PUNCT
geoplanning-15421	305	6	178–198	178–198	NUM
geoplanning-15421	305	7	.	.	PUNCT
geoplanning-15421	306	1	[	[	X
geoplanning-15421	306	2	crossref	crossref	X
geoplanning-15421	306	3	]	]	X
geoplanning-15421	306	4	hasnawir	hasnawir	PROPN
geoplanning-15421	306	5	,	,	PUNCT
geoplanning-15421	306	6	kubota	kubota	PROPN
geoplanning-15421	306	7	,	,	PUNCT
geoplanning-15421	306	8	t.	t.	PROPN
geoplanning-15421	306	9	,	,	PUNCT
geoplanning-15421	306	10	sanchez	sanchez	PROPN
geoplanning-15421	306	11	-	-	PUNCT
geoplanning-15421	306	12	castillo	castillo	PROPN
geoplanning-15421	306	13	,	,	PUNCT
geoplanning-15421	306	14	l.	l.	PROPN
geoplanning-15421	306	15	,	,	PUNCT
geoplanning-15421	306	16	&	&	CCONJ
geoplanning-15421	306	17	soma	soma	PROPN
geoplanning-15421	306	18	,	,	PUNCT
geoplanning-15421	306	19	a.	a.	PROPN
geoplanning-15421	306	20	s.	s.	PROPN
geoplanning-15421	306	21	(	(	PUNCT
geoplanning-15421	306	22	2017	2017	NUM
geoplanning-15421	306	23	)	)	PUNCT
geoplanning-15421	306	24	.	.	PUNCT
geoplanning-15421	307	1	the	the	DET
geoplanning-15421	307	2	influence	influence	NOUN
geoplanning-15421	307	3	of	of	ADP
geoplanning-15421	307	4	land	land	NOUN
geoplanning-15421	307	5	use	use	NOUN
geoplanning-15421	307	6	change	change	NOUN
geoplanning-15421	307	7	and	and	CCONJ
geoplanning-15421	307	8	rainfall	rainfall	NOUN
geoplanning-15421	307	9	on	on	ADP
geoplanning-15421	307	10	shallow	shallow	ADJ
geoplanning-15421	307	11	landslide	landslide	NOUN
geoplanning-15421	307	12	in	in	ADP
geoplanning-15421	307	13	tanralili	tanralili	NOUN
geoplanning-15421	307	14	sub	sub	ADJ
geoplanning-15421	307	15	-	-	ADJ
geoplanning-15421	307	16	watwrshed	watwrshed	ADJ
geoplanning-15421	307	17	,	,	PUNCT
geoplanning-15421	307	18	indonesia	indonesia	PROPN
geoplanning-15421	307	19	.	.	PROPN
geoplanning-15421	307	20	journal	journal	PROPN
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geoplanning-15421	307	22	the	the	DET
geoplanning-15421	307	23	faculty	faculty	NOUN
geoplanning-15421	307	24	of	of	ADP
geoplanning-15421	307	25	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	PRON
geoplanning-15421	307	26	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	307	27	https://doi.org/10.1016/j.cageo.2011.04.012	https://doi.org/10.1016/j.cageo.2011.04.012	PROPN
geoplanning-15421	307	28	https://doi.org/10.1016/j.geomorph.2004.06.010	https://doi.org/10.1016/j.geomorph.2004.06.010	NOUN
geoplanning-15421	307	29	https://doi.org/10.1016/j.geomorph.2009.09.025	https://doi.org/10.1016/j.geomorph.2009.09.025	NOUN
geoplanning-15421	307	30	https://doi.org/http:/dx.doi.org/10.1016/j.geomorph.2005.05.011	https://doi.org/http:/dx.doi.org/10.1016/j.geomorph.2005.05.011	ADP
geoplanning-15421	307	31	https://doi.org/10.1007/s10346-005-0024-x	https://doi.org/10.1007/s10346-005-0024-x	PROPN
geoplanning-15421	307	32	https://doi.org/10.1016/j.jag.2010.04.006	https://doi.org/10.1016/j.jag.2010.04.006	NOUN
geoplanning-15421	307	33	https://doi.org/10.1023/b:nhaz.0000007172.62651.2b	https://doi.org/10.1023/b:nhaz.0000007172.62651.2b	SYM
geoplanning-15421	307	34	https://doi.org/10.1007/s10064-004-0245-6	https://doi.org/10.1007/s10064-004-0245-6	NUM
geoplanning-15421	307	35	https://doi.org/10.1371/journal.pone.0133262	https://doi.org/10.1371/journal.pone.0133262	VERB
geoplanning-15421	307	36	https://doi.org/10.1016/j.enggeo.2008.03.014	https://doi.org/10.1016/j.enggeo.2008.03.014	NUM
geoplanning-15421	307	37	https://doi.org/10.1016/j.geomorph.2010.03.036	https://doi.org/10.1016/j.geomorph.2010.03.036	NOUN
geoplanning-15421	307	38	https://doi.org/10.1016/s0341-8162(02)00170-4	https://doi.org/10.1016/s0341-8162(02)00170-4	NOUN
geoplanning-15421	307	39	https://doi.org/10.1016/j.geomorph.2006.02.011	https://doi.org/10.1016/j.geomorph.2006.02.011	NOUN
geoplanning-15421	307	40	soma	soma	NOUN
geoplanning-15421	307	41	and	and	CCONJ
geoplanning-15421	307	42	kubota	kubota	NOUN
geoplanning-15421	307	43	/	/	PUNCT
geoplanning-15421	307	44	geoplanning	geoplanning	NOUN
geoplanning-15421	307	45	:	:	PUNCT
geoplanning-15421	307	46	journal	journal	NOUN
geoplanning-15421	307	47	of	of	ADP
geoplanning-15421	307	48	geomatics	geomatics	PROPN
geoplanning-15421	307	49	and	and	CCONJ
geoplanning-15421	307	50	planning	planning	NOUN
geoplanning-15421	307	51	,	,	PUNCT
geoplanning-15421	307	52	vol	vol	NOUN
geoplanning-15421	307	53	4	4	NUM
geoplanning-15421	307	54	,	,	PUNCT
geoplanning-15421	307	55	no	no	INTJ
geoplanning-15421	307	56	.	.	NOUN
geoplanning-15421	307	57	2	2	NUM
geoplanning-15421	307	58	,	,	PUNCT
geoplanning-15421	307	59	2017	2017	NUM
geoplanning-15421	307	60	,	,	PUNCT
geoplanning-15421	307	61	157	157	NUM
geoplanning-15421	307	62	-	-	SYM
geoplanning-15421	307	63	170	170	NUM
geoplanning-15421	307	64	doi	doi	NOUN
geoplanning-15421	307	65	:	:	PUNCT
geoplanning-15421	307	66	10.14710	10.14710	NUM
geoplanning-15421	307	67	/	/	SYM
geoplanning-15421	307	68	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	307	69	-	-	NOUN
geoplanning-15421	307	70	170	170	NUM
geoplanning-15421	307	71	170	170	NUM
geoplanning-15421	307	72	|	|	NOUN
geoplanning-15421	307	73	agriculture	agriculture	NOUN
geoplanning-15421	307	74	,	,	PUNCT
geoplanning-15421	307	75	kyushu	kyushu	PROPN
geoplanning-15421	307	76	university	university	PROPN
geoplanning-15421	307	77	,	,	PUNCT
geoplanning-15421	307	78	62(1	62(1	NOUN
geoplanning-15421	307	79	)	)	PUNCT
geoplanning-15421	307	80	,	,	PUNCT
geoplanning-15421	307	81	171–176	171–176	NUM
geoplanning-15421	307	82	.	.	PUNCT
geoplanning-15421	308	1	hedley	hedley	PROPN
geoplanning-15421	308	2	,	,	PUNCT
geoplanning-15421	308	3	j.	j.	PROPN
geoplanning-15421	308	4	d.	d.	PROPN
geoplanning-15421	308	5	,	,	PUNCT
geoplanning-15421	308	6	roelfsema	roelfsema	PROPN
geoplanning-15421	308	7	,	,	PUNCT
geoplanning-15421	308	8	c.	c.	PROPN
geoplanning-15421	308	9	m.	m.	PROPN
geoplanning-15421	308	10	,	,	PUNCT
geoplanning-15421	308	11	phinn	phinn	PROPN
geoplanning-15421	308	12	,	,	PUNCT
geoplanning-15421	308	13	s.	s.	PROPN
geoplanning-15421	308	14	r.	r.	PROPN
geoplanning-15421	308	15	,	,	PUNCT
geoplanning-15421	308	16	&	&	CCONJ
geoplanning-15421	308	17	mumby	mumby	NOUN
geoplanning-15421	308	18	,	,	PUNCT
geoplanning-15421	308	19	p.	p.	NOUN
geoplanning-15421	308	20	j.	j.	PROPN
geoplanning-15421	308	21	(	(	PUNCT
geoplanning-15421	308	22	2012	2012	NUM
geoplanning-15421	308	23	)	)	PUNCT
geoplanning-15421	308	24	.	.	PUNCT
geoplanning-15421	309	1	environmental	environmental	ADJ
geoplanning-15421	309	2	and	and	CCONJ
geoplanning-15421	309	3	sensor	sensor	NOUN
geoplanning-15421	309	4	limitations	limitation	NOUN
geoplanning-15421	309	5	in	in	ADP
geoplanning-15421	309	6	optical	optical	ADJ
geoplanning-15421	309	7	remote	remote	ADJ
geoplanning-15421	309	8	sensing	sensing	NOUN
geoplanning-15421	309	9	of	of	ADP
geoplanning-15421	309	10	coral	coral	ADJ
geoplanning-15421	309	11	reefs	reef	NOUN
geoplanning-15421	309	12	:	:	PUNCT
geoplanning-15421	309	13	implications	implication	NOUN
geoplanning-15421	309	14	for	for	ADP
geoplanning-15421	309	15	monitoring	monitoring	NOUN
geoplanning-15421	309	16	and	and	CCONJ
geoplanning-15421	309	17	sensor	sensor	NOUN
geoplanning-15421	309	18	design	design	NOUN
geoplanning-15421	309	19	.	.	PUNCT
geoplanning-15421	310	1	remote	remote	ADJ
geoplanning-15421	310	2	sensing	sensing	NOUN
geoplanning-15421	310	3	,	,	PUNCT
geoplanning-15421	310	4	4(12	4(12	NUM
geoplanning-15421	310	5	)	)	PUNCT
geoplanning-15421	310	6	,	,	PUNCT
geoplanning-15421	310	7	271–302	271–302	NUM
geoplanning-15421	310	8	.	.	PUNCT
geoplanning-15421	311	1	[	[	X
geoplanning-15421	311	2	crossref	crossref	X
geoplanning-15421	311	3	]	]	X
geoplanning-15421	311	4	kanungo	kanungo	PROPN
geoplanning-15421	311	5	,	,	PUNCT
geoplanning-15421	311	6	d.	d.	PROPN
geoplanning-15421	311	7	p.	p.	PROPN
geoplanning-15421	311	8	,	,	PUNCT
geoplanning-15421	311	9	arora	arora	PROPN
geoplanning-15421	311	10	,	,	PUNCT
geoplanning-15421	311	11	m.	m.	PROPN
geoplanning-15421	311	12	k.	k.	PROPN
geoplanning-15421	311	13	,	,	PUNCT
geoplanning-15421	311	14	sarkar	sarkar	PROPN
geoplanning-15421	311	15	,	,	PUNCT
geoplanning-15421	311	16	s.	s.	PROPN
geoplanning-15421	311	17	,	,	PUNCT
geoplanning-15421	311	18	&	&	CCONJ
geoplanning-15421	311	19	gupta	gupta	PROPN
geoplanning-15421	311	20	,	,	PUNCT
geoplanning-15421	311	21	r.	r.	PROPN
geoplanning-15421	311	22	p.	p.	PROPN
geoplanning-15421	311	23	(	(	PUNCT
geoplanning-15421	311	24	2006	2006	NUM
geoplanning-15421	311	25	)	)	PUNCT
geoplanning-15421	311	26	.	.	PUNCT
geoplanning-15421	312	1	a	a	DET
geoplanning-15421	312	2	comparative	comparative	ADJ
geoplanning-15421	312	3	study	study	NOUN
geoplanning-15421	312	4	of	of	ADP
geoplanning-15421	312	5	conventional	conventional	ADJ
geoplanning-15421	312	6	,	,	PUNCT
geoplanning-15421	312	7	ann	ann	PROPN
geoplanning-15421	312	8	black	black	PROPN
geoplanning-15421	312	9	box	box	PROPN
geoplanning-15421	312	10	,	,	PUNCT
geoplanning-15421	312	11	fuzzy	fuzzy	ADJ
geoplanning-15421	312	12	and	and	CCONJ
geoplanning-15421	312	13	combined	combined	ADJ
geoplanning-15421	312	14	neural	neural	ADJ
geoplanning-15421	312	15	and	and	CCONJ
geoplanning-15421	312	16	fuzzy	fuzzy	ADJ
geoplanning-15421	312	17	weighting	weighting	NOUN
geoplanning-15421	312	18	procedures	procedure	NOUN
geoplanning-15421	312	19	for	for	ADP
geoplanning-15421	312	20	landslide	landslide	NOUN
geoplanning-15421	312	21	susceptibility	susceptibility	NOUN
geoplanning-15421	312	22	zonation	zonation	NOUN
geoplanning-15421	312	23	in	in	ADP
geoplanning-15421	312	24	darjeeling	darjeele	VERB
geoplanning-15421	312	25	himalayas	himalayas	PROPN
geoplanning-15421	312	26	.	.	PUNCT
geoplanning-15421	313	1	engineering	engineering	NOUN
geoplanning-15421	313	2	geology	geology	NOUN
geoplanning-15421	313	3	,	,	PUNCT
geoplanning-15421	313	4	85(3–4	85(3–4	NUM
geoplanning-15421	313	5	)	)	PUNCT
geoplanning-15421	313	6	,	,	PUNCT
geoplanning-15421	313	7	347–366	347–366	NUM
geoplanning-15421	313	8	.	.	PUNCT
geoplanning-15421	314	1	[	[	X
geoplanning-15421	314	2	crossref	crossref	X
geoplanning-15421	314	3	]	]	X
geoplanning-15421	314	4	kubota	kubota	PROPN
geoplanning-15421	314	5	,	,	PUNCT
geoplanning-15421	314	6	t.	t.	PROPN
geoplanning-15421	314	7	,	,	PUNCT
geoplanning-15421	314	8	sanchez	sanchez	PROPN
geoplanning-15421	314	9	-	-	PUNCT
geoplanning-15421	314	10	castillo	castillo	PROPN
geoplanning-15421	314	11	,	,	PUNCT
geoplanning-15421	314	12	l.	l.	PROPN
geoplanning-15421	314	13	,	,	PUNCT
geoplanning-15421	314	14	&	&	CCONJ
geoplanning-15421	314	15	soma	soma	PROPN
geoplanning-15421	314	16	,	,	PUNCT
geoplanning-15421	314	17	a.	a.	PROPN
geoplanning-15421	314	18	s.	s.	PROPN
geoplanning-15421	314	19	(	(	PUNCT
geoplanning-15421	314	20	2015	2015	NUM
geoplanning-15421	314	21	)	)	PUNCT
geoplanning-15421	314	22	.	.	PUNCT
geoplanning-15421	315	1	root	root	NOUN
geoplanning-15421	315	2	strength	strength	NOUN
geoplanning-15421	315	3	of	of	ADP
geoplanning-15421	315	4	understory	understory	ADJ
geoplanning-15421	315	5	vegetation	vegetation	NOUN
geoplanning-15421	315	6	for	for	ADP
geoplanning-15421	315	7	erosion	erosion	NOUN
geoplanning-15421	315	8	control	control	NOUN
geoplanning-15421	315	9	on	on	ADP
geoplanning-15421	315	10	(	(	PUNCT
geoplanning-15421	315	11	micce	micce	NOUN
geoplanning-15421	315	12	)	)	PUNCT
geoplanning-15421	315	13	.	.	PUNCT
geoplanning-15421	316	1	lang	lang	PROPN
geoplanning-15421	316	2	,	,	PUNCT
geoplanning-15421	316	3	r.	r.	PROPN
geoplanning-15421	316	4	,	,	PUNCT
geoplanning-15421	316	5	shao	shao	PROPN
geoplanning-15421	316	6	,	,	PUNCT
geoplanning-15421	316	7	g.	g.	PROPN
geoplanning-15421	316	8	,	,	PUNCT
geoplanning-15421	316	9	pijanowski	pijanowski	PROPN
geoplanning-15421	316	10	,	,	PUNCT
geoplanning-15421	316	11	b.	b.	PROPN
geoplanning-15421	316	12	c.	c.	PROPN
geoplanning-15421	316	13	,	,	PUNCT
geoplanning-15421	316	14	&	&	CCONJ
geoplanning-15421	316	15	farnsworth	farnsworth	PROPN
geoplanning-15421	316	16	,	,	PUNCT
geoplanning-15421	316	17	r.	r.	PROPN
geoplanning-15421	316	18	l.	l.	PROPN
geoplanning-15421	316	19	(	(	PUNCT
geoplanning-15421	316	20	2008	2008	NUM
geoplanning-15421	316	21	)	)	PUNCT
geoplanning-15421	316	22	.	.	PUNCT
geoplanning-15421	317	1	optimizing	optimize	VERB
geoplanning-15421	317	2	unsupervised	unsupervised	ADJ
geoplanning-15421	317	3	classifications	classification	NOUN
geoplanning-15421	317	4	of	of	ADP
geoplanning-15421	317	5	remotely	remotely	ADV
geoplanning-15421	317	6	sensed	sense	VERB
geoplanning-15421	317	7	imagery	imagery	NOUN
geoplanning-15421	317	8	with	with	ADP
geoplanning-15421	317	9	a	a	DET
geoplanning-15421	317	10	data	data	NOUN
geoplanning-15421	317	11	-	-	PUNCT
geoplanning-15421	317	12	assisted	assist	VERB
geoplanning-15421	317	13	labeling	labeling	NOUN
geoplanning-15421	317	14	approach	approach	NOUN
geoplanning-15421	317	15	.	.	PUNCT
geoplanning-15421	318	1	computers	computer	NOUN
geoplanning-15421	318	2	and	and	CCONJ
geoplanning-15421	318	3	geosciences	geoscience	NOUN
geoplanning-15421	318	4	,	,	PUNCT
geoplanning-15421	318	5	34(12	34(12	NUM
geoplanning-15421	318	6	)	)	PUNCT
geoplanning-15421	318	7	,	,	PUNCT
geoplanning-15421	318	8	1877–1885	1877–1885	NUM
geoplanning-15421	318	9	.	.	PUNCT
geoplanning-15421	319	1	[	[	X
geoplanning-15421	319	2	crossref	crossref	X
geoplanning-15421	319	3	]	]	X
geoplanning-15421	319	4	lee	lee	PROPN
geoplanning-15421	319	5	,	,	PUNCT
geoplanning-15421	319	6	s.	s.	PROPN
geoplanning-15421	319	7	,	,	PUNCT
geoplanning-15421	319	8	&	&	CCONJ
geoplanning-15421	319	9	lee	lee	PROPN
geoplanning-15421	319	10	,	,	PUNCT
geoplanning-15421	319	11	m.	m.	PROPN
geoplanning-15421	319	12	j.	j.	PROPN
geoplanning-15421	319	13	(	(	PUNCT
geoplanning-15421	319	14	2006	2006	NUM
geoplanning-15421	319	15	)	)	PUNCT
geoplanning-15421	319	16	.	.	PUNCT
geoplanning-15421	320	1	detecting	detect	VERB
geoplanning-15421	320	2	landslide	landslide	NOUN
geoplanning-15421	320	3	location	location	NOUN
geoplanning-15421	320	4	using	use	VERB
geoplanning-15421	320	5	kompsat	kompsat	VERB
geoplanning-15421	320	6	1	1	NUM
geoplanning-15421	320	7	and	and	CCONJ
geoplanning-15421	320	8	its	its	PRON
geoplanning-15421	320	9	application	application	NOUN
geoplanning-15421	320	10	to	to	ADP
geoplanning-15421	320	11	landslidesusceptibility	landslidesusceptibility	NOUN
geoplanning-15421	320	12	mapping	mapping	NOUN
geoplanning-15421	320	13	at	at	ADP
geoplanning-15421	320	14	the	the	DET
geoplanning-15421	320	15	gangneung	gangneung	PROPN
geoplanning-15421	320	16	area	area	PROPN
geoplanning-15421	320	17	,	,	PUNCT
geoplanning-15421	320	18	korea	korea	PROPN
geoplanning-15421	320	19	.	.	PUNCT
geoplanning-15421	321	1	advances	advance	NOUN
geoplanning-15421	321	2	in	in	ADP
geoplanning-15421	321	3	space	space	NOUN
geoplanning-15421	321	4	research	research	NOUN
geoplanning-15421	321	5	,	,	PUNCT
geoplanning-15421	321	6	38(10	38(10	PROPN
geoplanning-15421	321	7	)	)	PUNCT
geoplanning-15421	321	8	,	,	PUNCT
geoplanning-15421	321	9	2261	2261	NUM
geoplanning-15421	321	10	–	–	PUNCT
geoplanning-15421	321	11	2271	2271	NUM
geoplanning-15421	321	12	.	.	PUNCT
geoplanning-15421	322	1	[	[	X
geoplanning-15421	322	2	crossref	crossref	X
geoplanning-15421	322	3	]	]	X
geoplanning-15421	322	4	meten	meten	NOUN
geoplanning-15421	322	5	,	,	PUNCT
geoplanning-15421	322	6	m.	m.	NOUN
geoplanning-15421	322	7	,	,	PUNCT
geoplanning-15421	322	8	prakashbhandary	prakashbhandary	ADJ
geoplanning-15421	322	9	,	,	PUNCT
geoplanning-15421	322	10	n.	n.	NOUN
geoplanning-15421	322	11	,	,	PUNCT
geoplanning-15421	322	12	&	&	CCONJ
geoplanning-15421	322	13	yatabe	yatabe	PROPN
geoplanning-15421	322	14	,	,	PUNCT
geoplanning-15421	322	15	r.	r.	PROPN
geoplanning-15421	322	16	(	(	PUNCT
geoplanning-15421	322	17	2015	2015	NUM
geoplanning-15421	322	18	)	)	PUNCT
geoplanning-15421	322	19	.	.	PUNCT
geoplanning-15421	323	1	effect	effect	NOUN
geoplanning-15421	323	2	of	of	ADP
geoplanning-15421	323	3	landslide	landslide	NOUN
geoplanning-15421	323	4	factor	factor	NOUN
geoplanning-15421	323	5	combinations	combination	NOUN
geoplanning-15421	323	6	on	on	ADP
geoplanning-15421	323	7	the	the	DET
geoplanning-15421	323	8	prediction	prediction	NOUN
geoplanning-15421	323	9	accuracy	accuracy	NOUN
geoplanning-15421	323	10	of	of	ADP
geoplanning-15421	323	11	landslide	landslide	NOUN
geoplanning-15421	323	12	susceptibility	susceptibility	NOUN
geoplanning-15421	323	13	maps	map	NOUN
geoplanning-15421	323	14	in	in	ADP
geoplanning-15421	323	15	the	the	DET
geoplanning-15421	323	16	blue	blue	PROPN
geoplanning-15421	323	17	nile	nile	PROPN
geoplanning-15421	323	18	gorge	gorge	PROPN
geoplanning-15421	323	19	of	of	ADP
geoplanning-15421	323	20	central	central	ADJ
geoplanning-15421	323	21	ethiopia	ethiopia	PROPN
geoplanning-15421	323	22	.	.	PUNCT
geoplanning-15421	324	1	geoenvironmental	geoenvironmental	ADJ
geoplanning-15421	324	2	disasters	disaster	NOUN
geoplanning-15421	324	3	,	,	PUNCT
geoplanning-15421	324	4	2(1	2(1	NUM
geoplanning-15421	324	5	)	)	PUNCT
geoplanning-15421	324	6	,	,	PUNCT
geoplanning-15421	324	7	1–17	1–17	PROPN
geoplanning-15421	324	8	.	.	PUNCT
geoplanning-15421	325	1	[	[	X
geoplanning-15421	325	2	crossref	crossref	X
geoplanning-15421	325	3	]	]	X
geoplanning-15421	325	4	mugagga	mugagga	PROPN
geoplanning-15421	325	5	,	,	PUNCT
geoplanning-15421	325	6	f.	f.	PROPN
geoplanning-15421	325	7	,	,	PUNCT
geoplanning-15421	325	8	kakembo	kakembo	PROPN
geoplanning-15421	325	9	,	,	PUNCT
geoplanning-15421	325	10	v.	v.	ADV
geoplanning-15421	325	11	,	,	PUNCT
geoplanning-15421	325	12	&	&	CCONJ
geoplanning-15421	325	13	buyinza	buyinza	PROPN
geoplanning-15421	325	14	,	,	PUNCT
geoplanning-15421	325	15	m.	m.	NOUN
geoplanning-15421	325	16	(	(	PUNCT
geoplanning-15421	325	17	2012	2012	NUM
geoplanning-15421	325	18	)	)	PUNCT
geoplanning-15421	325	19	.	.	PUNCT
geoplanning-15421	326	1	land	land	NOUN
geoplanning-15421	326	2	use	use	VERB
geoplanning-15421	326	3	changes	change	NOUN
geoplanning-15421	326	4	on	on	ADP
geoplanning-15421	326	5	the	the	DET
geoplanning-15421	326	6	slopes	slope	NOUN
geoplanning-15421	326	7	of	of	ADP
geoplanning-15421	326	8	mount	mount	PROPN
geoplanning-15421	326	9	elgon	elgon	PROPN
geoplanning-15421	326	10	and	and	CCONJ
geoplanning-15421	326	11	the	the	DET
geoplanning-15421	326	12	implications	implication	NOUN
geoplanning-15421	326	13	for	for	ADP
geoplanning-15421	326	14	the	the	DET
geoplanning-15421	326	15	occurrence	occurrence	NOUN
geoplanning-15421	326	16	of	of	ADP
geoplanning-15421	326	17	landslides	landslide	NOUN
geoplanning-15421	326	18	.	.	PUNCT
geoplanning-15421	327	1	catena	catena	PROPN
geoplanning-15421	327	2	,	,	PUNCT
geoplanning-15421	327	3	90	90	NUM
geoplanning-15421	327	4	,	,	PUNCT
geoplanning-15421	327	5	39–46	39–46	NUM
geoplanning-15421	327	6	.	.	PUNCT
geoplanning-15421	328	1	[	[	X
geoplanning-15421	328	2	crossref	crossref	X
geoplanning-15421	328	3	]	]	X
geoplanning-15421	328	4	rasyid	rasyid	NOUN
geoplanning-15421	328	5	,	,	PUNCT
geoplanning-15421	328	6	a.	a.	PROPN
geoplanning-15421	328	7	r.	r.	PROPN
geoplanning-15421	328	8	,	,	PUNCT
geoplanning-15421	328	9	bhandary	bhandary	PROPN
geoplanning-15421	328	10	,	,	PUNCT
geoplanning-15421	328	11	n.	n.	PROPN
geoplanning-15421	328	12	p.	p.	PROPN
geoplanning-15421	328	13	,	,	PUNCT
geoplanning-15421	328	14	&	&	CCONJ
geoplanning-15421	328	15	yatabe	yatabe	PROPN
geoplanning-15421	328	16	,	,	PUNCT
geoplanning-15421	328	17	r.	r.	PROPN
geoplanning-15421	328	18	(	(	PUNCT
geoplanning-15421	328	19	2016	2016	NUM
geoplanning-15421	328	20	)	)	PUNCT
geoplanning-15421	328	21	.	.	PUNCT
geoplanning-15421	329	1	performance	performance	NOUN
geoplanning-15421	329	2	of	of	ADP
geoplanning-15421	329	3	frequency	frequency	NOUN
geoplanning-15421	329	4	ratio	ratio	NOUN
geoplanning-15421	329	5	and	and	CCONJ
geoplanning-15421	329	6	logistic	logistic	ADJ
geoplanning-15421	329	7	regression	regression	NOUN
geoplanning-15421	329	8	model	model	NOUN
geoplanning-15421	329	9	in	in	ADP
geoplanning-15421	329	10	creating	create	VERB
geoplanning-15421	329	11	gis	gis	NOUN
geoplanning-15421	329	12	based	base	VERB
geoplanning-15421	329	13	landslides	landslide	NOUN
geoplanning-15421	329	14	susceptibility	susceptibility	NOUN
geoplanning-15421	329	15	map	map	NOUN
geoplanning-15421	329	16	at	at	ADP
geoplanning-15421	329	17	lompobattang	lompobattang	PROPN
geoplanning-15421	329	18	mountain	mountain	PROPN
geoplanning-15421	329	19	,	,	PUNCT
geoplanning-15421	329	20	indonesia	indonesia	PROPN
geoplanning-15421	329	21	.	.	PUNCT
geoplanning-15421	330	1	geoenvironmental	geoenvironmental	ADJ
geoplanning-15421	330	2	disasters	disaster	NOUN
geoplanning-15421	330	3	,	,	PUNCT
geoplanning-15421	330	4	3(1	3(1	NUM
geoplanning-15421	330	5	)	)	PUNCT
geoplanning-15421	330	6	,	,	PUNCT
geoplanning-15421	330	7	19	19	NUM
geoplanning-15421	330	8	.	.	PUNCT
geoplanning-15421	331	1	[	[	X
geoplanning-15421	331	2	crossref	crossref	X
geoplanning-15421	331	3	]	]	X
geoplanning-15421	331	4	shirzadi	shirzadi	NOUN
geoplanning-15421	331	5	,	,	PUNCT
geoplanning-15421	331	6	a.	a.	NOUN
geoplanning-15421	331	7	,	,	PUNCT
geoplanning-15421	331	8	saro	saro	NOUN
geoplanning-15421	331	9	,	,	PUNCT
geoplanning-15421	331	10	l.	l.	PROPN
geoplanning-15421	331	11	,	,	PUNCT
geoplanning-15421	331	12	hyun	hyun	PROPN
geoplanning-15421	331	13	joo	joo	PROPN
geoplanning-15421	331	14	,	,	PUNCT
geoplanning-15421	331	15	o.	o.	PROPN
geoplanning-15421	331	16	,	,	PUNCT
geoplanning-15421	331	17	&	&	CCONJ
geoplanning-15421	331	18	chapi	chapi	ADJ
geoplanning-15421	331	19	,	,	PUNCT
geoplanning-15421	331	20	k.	k.	PROPN
geoplanning-15421	331	21	(	(	PUNCT
geoplanning-15421	331	22	2012	2012	NUM
geoplanning-15421	331	23	)	)	PUNCT
geoplanning-15421	331	24	.	.	PUNCT
geoplanning-15421	332	1	a	a	DET
geoplanning-15421	332	2	gis	gis	NOUN
geoplanning-15421	332	3	-	-	PUNCT
geoplanning-15421	332	4	based	base	VERB
geoplanning-15421	332	5	logistic	logistic	ADJ
geoplanning-15421	332	6	regression	regression	NOUN
geoplanning-15421	332	7	model	model	NOUN
geoplanning-15421	332	8	in	in	ADP
geoplanning-15421	332	9	rock	rock	NOUN
geoplanning-15421	332	10	-	-	PUNCT
geoplanning-15421	332	11	fall	fall	NOUN
geoplanning-15421	332	12	susceptibility	susceptibility	NOUN
geoplanning-15421	332	13	mapping	mapping	NOUN
geoplanning-15421	332	14	along	along	ADP
geoplanning-15421	332	15	a	a	DET
geoplanning-15421	332	16	mountainous	mountainous	ADJ
geoplanning-15421	332	17	road	road	NOUN
geoplanning-15421	332	18	:	:	PUNCT
geoplanning-15421	332	19	salavat	salavat	PROPN
geoplanning-15421	332	20	abad	abad	PROPN
geoplanning-15421	332	21	case	case	PROPN
geoplanning-15421	332	22	study	study	PROPN
geoplanning-15421	332	23	,	,	PUNCT
geoplanning-15421	332	24	kurdistan	kurdistan	PROPN
geoplanning-15421	332	25	,	,	PUNCT
geoplanning-15421	332	26	iran	iran	PROPN
geoplanning-15421	332	27	.	.	PUNCT
geoplanning-15421	333	1	natural	natural	ADJ
geoplanning-15421	333	2	hazards	hazard	NOUN
geoplanning-15421	333	3	,	,	PUNCT
geoplanning-15421	333	4	64(2	64(2	NUM
geoplanning-15421	333	5	)	)	PUNCT
geoplanning-15421	333	6	,	,	PUNCT
geoplanning-15421	333	7	1639–1656	1639–1656	NUM
geoplanning-15421	333	8	.	.	PUNCT
geoplanning-15421	334	1	[	[	X
geoplanning-15421	334	2	crossref	crossref	X
geoplanning-15421	334	3	]	]	X
geoplanning-15421	334	4	soma	soma	NOUN
geoplanning-15421	334	5	,	,	PUNCT
geoplanning-15421	334	6	a.	a.	PROPN
geoplanning-15421	334	7	s.	s.	PROPN
geoplanning-15421	334	8	,	,	PUNCT
geoplanning-15421	334	9	&	&	CCONJ
geoplanning-15421	334	10	kubota	kubota	PROPN
geoplanning-15421	334	11	,	,	PUNCT
geoplanning-15421	334	12	t.	t.	PROPN
geoplanning-15421	334	13	(	(	PUNCT
geoplanning-15421	334	14	2017	2017	NUM
geoplanning-15421	334	15	)	)	PUNCT
geoplanning-15421	334	16	.	.	PUNCT
geoplanning-15421	335	1	land	land	NOUN
geoplanning-15421	335	2	use	use	VERB
geoplanning-15421	335	3	changes	change	NOUN
geoplanning-15421	335	4	on	on	ADP
geoplanning-15421	335	5	the	the	DET
geoplanning-15421	335	6	slopes	slope	NOUN
geoplanning-15421	335	7	and	and	CCONJ
geoplanning-15421	335	8	the	the	DET
geoplanning-15421	335	9	implications	implication	NOUN
geoplanning-15421	335	10	for	for	ADP
geoplanning-15421	335	11	the	the	DET
geoplanning-15421	335	12	landslide	landslide	NOUN
geoplanning-15421	335	13	occurrences	occurrence	NOUN
geoplanning-15421	335	14	in	in	ADP
geoplanning-15421	335	15	ujung	ujung	PROPN
geoplanning-15421	335	16	-	-	PUNCT
geoplanning-15421	335	17	loe	loe	NOUN
geoplanning-15421	335	18	watersheds	watershed	NOUN
geoplanning-15421	335	19	south	south	PROPN
geoplanning-15421	335	20	sulawesi	sulawesi	PROPN
geoplanning-15421	335	21	indonesia	indonesia	PROPN
geoplanning-15421	335	22	.	.	PUNCT
geoplanning-15421	336	1	international	international	PROPN
geoplanning-15421	336	2	journal	journal	PROPN
geoplanning-15421	336	3	of	of	ADP
geoplanning-15421	336	4	ecology	ecology	NOUN
geoplanning-15421	336	5	&	&	CCONJ
geoplanning-15421	336	6	development	development	PROPN
geoplanning-15421	336	7	,	,	PUNCT
geoplanning-15421	336	8	32(2	32(2	NUM
geoplanning-15421	336	9	)	)	PUNCT
geoplanning-15421	336	10	,	,	PUNCT
geoplanning-15421	336	11	33–42	33–42	NUM
geoplanning-15421	336	12	.	.	PUNCT
geoplanning-15421	337	1	xu	xu	PROPN
geoplanning-15421	337	2	,	,	PUNCT
geoplanning-15421	337	3	c.	c.	PROPN
geoplanning-15421	337	4	,	,	PUNCT
geoplanning-15421	337	5	xu	xu	PROPN
geoplanning-15421	337	6	,	,	PUNCT
geoplanning-15421	337	7	x.	x.	PROPN
geoplanning-15421	337	8	,	,	PUNCT
geoplanning-15421	337	9	dai	dai	PROPN
geoplanning-15421	337	10	,	,	PUNCT
geoplanning-15421	337	11	f.	f.	PROPN
geoplanning-15421	337	12	,	,	PUNCT
geoplanning-15421	337	13	wu	wu	PROPN
geoplanning-15421	337	14	,	,	PUNCT
geoplanning-15421	337	15	z.	z.	PROPN
geoplanning-15421	337	16	,	,	PUNCT
geoplanning-15421	337	17	he	he	PRON
geoplanning-15421	337	18	,	,	PUNCT
geoplanning-15421	337	19	h.	h.	PROPN
geoplanning-15421	337	20	,	,	PUNCT
geoplanning-15421	337	21	shi	shi	PROPN
geoplanning-15421	337	22	,	,	PUNCT
geoplanning-15421	337	23	f.	f.	PROPN
geoplanning-15421	337	24	,	,	PUNCT
geoplanning-15421	337	25	…	…	PUNCT
geoplanning-15421	337	26	xu	xu	INTJ
geoplanning-15421	337	27	,	,	PUNCT
geoplanning-15421	337	28	s.	s.	PROPN
geoplanning-15421	337	29	(	(	PUNCT
geoplanning-15421	337	30	2013	2013	NUM
geoplanning-15421	337	31	)	)	PUNCT
geoplanning-15421	337	32	.	.	PUNCT
geoplanning-15421	338	1	application	application	NOUN
geoplanning-15421	338	2	of	of	ADP
geoplanning-15421	338	3	an	an	DET
geoplanning-15421	338	4	incomplete	incomplete	ADJ
geoplanning-15421	338	5	landslide	landslide	NOUN
geoplanning-15421	338	6	inventory	inventory	NOUN
geoplanning-15421	338	7	,	,	PUNCT
geoplanning-15421	338	8	logistic	logistic	ADJ
geoplanning-15421	338	9	regression	regression	NOUN
geoplanning-15421	338	10	model	model	NOUN
geoplanning-15421	338	11	and	and	CCONJ
geoplanning-15421	338	12	its	its	PRON
geoplanning-15421	338	13	validation	validation	NOUN
geoplanning-15421	338	14	for	for	ADP
geoplanning-15421	338	15	landslide	landslide	NOUN
geoplanning-15421	338	16	susceptibility	susceptibility	NOUN
geoplanning-15421	338	17	mapping	mapping	NOUN
geoplanning-15421	338	18	related	relate	VERB
geoplanning-15421	338	19	to	to	ADP
geoplanning-15421	338	20	the	the	DET
geoplanning-15421	338	21	may	may	PROPN
geoplanning-15421	338	22	12	12	NUM
geoplanning-15421	338	23	,	,	PUNCT
geoplanning-15421	338	24	2008	2008	NUM
geoplanning-15421	338	25	wenchuan	wenchuan	PROPN
geoplanning-15421	338	26	earthquake	earthquake	NOUN
geoplanning-15421	338	27	of	of	ADP
geoplanning-15421	338	28	china	china	PROPN
geoplanning-15421	338	29	.	.	PUNCT
geoplanning-15421	339	1	natural	natural	ADJ
geoplanning-15421	339	2	hazards	hazard	NOUN
geoplanning-15421	339	3	,	,	PUNCT
geoplanning-15421	339	4	68(2	68(2	NOUN
geoplanning-15421	339	5	)	)	PUNCT
geoplanning-15421	339	6	,	,	PUNCT
geoplanning-15421	339	7	883–900	883–900	NUM
geoplanning-15421	339	8	.	.	PUNCT
geoplanning-15421	340	1	[	[	X
geoplanning-15421	340	2	crossref	crossref	X
geoplanning-15421	340	3	]	]	X
geoplanning-15421	340	4	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	340	5	https://doi.org/10.14710/geoplanning.4.2.157-170	https://doi.org/10.14710/geoplanning.4.2.157-170	ADV
geoplanning-15421	340	6	https://doi.org/10.3390/rs4010271	https://doi.org/10.3390/rs4010271	VERB
geoplanning-15421	340	7	https://doi.org/10.1016/j.enggeo.2006.03.004	https://doi.org/10.1016/j.enggeo.2006.03.004	PROPN
geoplanning-15421	340	8	https://doi.org/10.1016/j.cageo.2007.10.011	https://doi.org/10.1016/j.cageo.2007.10.011	NOUN
geoplanning-15421	340	9	https://doi.org/10.1016/j.asr.2006.03.036	https://doi.org/10.1016/j.asr.2006.03.036	PROPN
geoplanning-15421	340	10	https://doi.org/10.1186/s40677-015-0016-7	https://doi.org/10.1186/s40677-015-0016-7	PROPN
geoplanning-15421	340	11	https://doi.org/10.1016/j.catena.2011.11.004	https://doi.org/10.1016/j.catena.2011.11.004	PROPN
geoplanning-15421	340	12	https://doi.org/10.1186/s40677-016-0053-x	https://doi.org/10.1186/s40677-016-0053-x	X
geoplanning-15421	340	13	https://doi.org/10.1007/s11069-012-0321-3	https://doi.org/10.1007/s11069-012-0321-3	NUM
geoplanning-15421	340	14	https://doi.org/10.1007/s11069-013-0661-7	https://doi.org/10.1007/s11069-013-0661-7	NUM
geoplanning-15421	340	15	doi	doi	NOUN
geoplanning-15421	340	16	:	:	PUNCT
geoplanning-15421	340	17	10.14710	10.14710	NUM
geoplanning-15421	340	18	/	/	SYM
geoplanning-15421	340	19	geoplanning.4.2.157	geoplanning.4.2.157	NOUN
geoplanning-15421	340	20	-	-	SYM
geoplanning-15421	340	21	170	170	NUM
geoplanning-15421	340	22	copyright	copyright	NOUN
geoplanning-15421	340	23	©	©	PROPN
geoplanning-15421	340	24	2017	2017	NUM
geoplanning-15421	340	25	gjgp	gjgp	NOUN
geoplanning-15421	340	26	-	-	PUNCT
geoplanning-15421	340	27	undip	undip	ADJ
geoplanning-15421	340	28	this	this	DET
geoplanning-15421	340	29	open	open	ADJ
geoplanning-15421	340	30	access	access	NOUN
geoplanning-15421	340	31	article	article	NOUN
geoplanning-15421	340	32	is	be	AUX
geoplanning-15421	340	33	distributed	distribute	VERB
geoplanning-15421	340	34	under	under	ADP
geoplanning-15421	340	35	a	a	DET
geoplanning-15421	340	36	creative	creative	ADJ
geoplanning-15421	340	37	commons	common	NOUN
geoplanning-15421	340	38	attribution	attribution	NOUN
geoplanning-15421	340	39	(	(	PUNCT
geoplanning-15421	340	40	cc	cc	NOUN
geoplanning-15421	340	41	-	-	PUNCT
geoplanning-15421	340	42	by	by	ADP
geoplanning-15421	340	43	-	-	PUNCT
geoplanning-15421	340	44	nc	nc	PROPN
geoplanning-15421	340	45	-	-	PUNCT
geoplanning-15421	340	46	sa	sa	PROPN
geoplanning-15421	340	47	)	)	PUNCT
geoplanning-15421	340	48	4.0	4.0	NUM
geoplanning-15421	340	49	international	international	ADJ
geoplanning-15421	340	50	license	license	NOUN
geoplanning-15421	340	51	.	.	PUNCT
geoplanning-15421	341	1	how	how	SCONJ
geoplanning-15421	341	2	to	to	PART
geoplanning-15421	341	3	cite	cite	VERB
geoplanning-15421	341	4	(	(	PUNCT
geoplanning-15421	341	5	apa	apa	PROPN
geoplanning-15421	341	6	6th	6th	PROPN
geoplanning-15421	341	7	style	style	NOUN
geoplanning-15421	341	8	):	):	PUNCT
geoplanning-15421	341	9	soma	soma	NOUN
geoplanning-15421	341	10	,	,	PUNCT
geoplanning-15421	341	11	a.	a.	NOUN
geoplanning-15421	341	12	a.	a.	PROPN
geoplanning-15421	341	13	,	,	PUNCT
geoplanning-15421	341	14	&	&	CCONJ
geoplanning-15421	341	15	kubota	kubota	PROPN
geoplanning-15421	341	16	,	,	PUNCT
geoplanning-15421	341	17	t.	t.	PROPN
geoplanning-15421	341	18	(	(	PUNCT
geoplanning-15421	341	19	2017	2017	NUM
geoplanning-15421	341	20	)	)	PUNCT
geoplanning-15421	341	21	.	.	PUNCT
geoplanning-15421	342	1	the	the	DET
geoplanning-15421	342	2	performance	performance	NOUN
geoplanning-15421	342	3	of	of	ADP
geoplanning-15421	342	4	land	land	NOUN
geoplanning-15421	342	5	use	use	NOUN
geoplanning-15421	342	6	change	change	NOUN
geoplanning-15421	342	7	causative	causative	ADJ
geoplanning-15421	342	8	factor	factor	NOUN
geoplanning-15421	342	9	on	on	ADP
geoplanning-15421	342	10	landslide	landslide	NOUN
geoplanning-15421	342	11	susceptibility	susceptibility	NOUN
geoplanning-15421	342	12	map	map	NOUN
geoplanning-15421	342	13	in	in	ADP
geoplanning-15421	342	14	upper	upper	ADJ
geoplanning-15421	342	15	ujung	ujung	ADJ
geoplanning-15421	342	16	-	-	PUNCT
geoplanning-15421	342	17	loe	loe	NOUN
geoplanning-15421	342	18	watersheds	watersheds	PROPN
geoplanning-15421	342	19	south	south	PROPN
geoplanning-15421	342	20	sulawesi	sulawesi	PROPN
geoplanning-15421	342	21	,	,	PUNCT
geoplanning-15421	342	22	indonesia	indonesia	PROPN
geoplanning-15421	342	23	.	.	PUNCT
geoplanning-15421	343	1	geoplanning	geoplanne	VERB
geoplanning-15421	343	2	:	:	PUNCT
geoplanning-15421	343	3	journal	journal	PROPN
geoplanning-15421	343	4	of	of	ADP
geoplanning-15421	343	5	geomatics	geomatics	PROPN
geoplanning-15421	343	6	and	and	CCONJ
geoplanning-15421	343	7	planning	planning	NOUN
geoplanning-15421	343	8	,	,	PUNCT
geoplanning-15421	343	9	4(2	4(2	NUM
geoplanning-15421	343	10	)	)	PUNCT
geoplanning-15421	343	11	,	,	PUNCT
geoplanning-15421	343	12	157	157	NUM
geoplanning-15421	343	13	-	-	SYM
geoplanning-15421	343	14	170	170	NUM
geoplanning-15421	343	15	.	.	PUNCT
geoplanning-15421	344	1	doi:10.14710/	doi:10.14710/	VERB
geoplanning-15421	344	2	...	...	PUNCT
geoplanning-15421	345	1	1	1	NUM
geoplanning-15421	345	2	.	.	X
geoplanning-15421	345	3	introduction	introduction	NOUN
geoplanning-15421	345	4	keywords	keyword	NOUN
geoplanning-15421	345	5	:	:	PUNCT
geoplanning-15421	345	6	land	land	NOUN
geoplanning-15421	345	7	use	use	NOUN
geoplanning-15421	345	8	change	change	NOUN
geoplanning-15421	345	9	,	,	PUNCT
geoplanning-15421	345	10	landslide	landslide	NOUN
geoplanning-15421	345	11	susceptibility	susceptibility	NOUN
geoplanning-15421	345	12	,	,	PUNCT
geoplanning-15421	345	13	frequency	frequency	NOUN
geoplanning-15421	345	14	ratio	ratio	NOUN
geoplanning-15421	345	15	,	,	PUNCT
geoplanning-15421	345	16	logistic	logistic	ADJ
geoplanning-15421	345	17	regression	regression	NOUN
geoplanning-15421	345	18	corresponding	correspond	VERB
geoplanning-15421	345	19	author	author	NOUN
geoplanning-15421	345	20	:	:	PUNCT
geoplanning-15421	345	21	andang	andang	PROPN
geoplanning-15421	345	22	suryana	suryana	PROPN
geoplanning-15421	345	23	soma	soma	PROPN
geoplanning-15421	345	24	graduate	graduate	NOUN
geoplanning-15421	345	25	school	school	PROPN
geoplanning-15421	345	26	of	of	ADP
geoplanning-15421	345	27	bio	bio	NOUN
geoplanning-15421	345	28	-	-	PUNCT
geoplanning-15421	345	29	resources	resource	NOUN
geoplanning-15421	345	30	and	and	CCONJ
geoplanning-15421	345	31	environmental	environmental	ADJ
geoplanning-15421	345	32	science	science	NOUN
geoplanning-15421	345	33	,	,	PUNCT
geoplanning-15421	345	34	kyushu	kyushu	PROPN
geoplanning-15421	345	35	university	university	PROPN
geoplanning-15421	345	36	,	,	PUNCT
geoplanning-15421	345	37	japan	japan	PROPN
geoplanning-15421	345	38	email	email	NOUN
geoplanning-15421	345	39	:	:	PUNCT
geoplanning-15421	345	40	suryaandang@kyudai.jp	suryaandang@kyudai.jp	VERB
geoplanning-15421	345	41	2	2	NUM
geoplanning-15421	345	42	.	.	NOUN
geoplanning-15421	345	43	data	datum	NOUN
geoplanning-15421	345	44	and	and	CCONJ
geoplanning-15421	345	45	methods	method	NOUN
geoplanning-15421	345	46	2.1	2.1	NUM
geoplanning-15421	345	47	.	.	PUNCT
geoplanning-15421	346	1	study	study	NOUN
geoplanning-15421	346	2	area	area	NOUN
geoplanning-15421	346	3	2.2	2.2	NUM
geoplanning-15421	346	4	.	.	PUNCT
geoplanning-15421	347	1	preparation	preparation	NOUN
geoplanning-15421	347	2	of	of	ADP
geoplanning-15421	347	3	data	datum	NOUN
geoplanning-15421	347	4	2.3	2.3	NUM
geoplanning-15421	347	5	.	.	PUNCT
geoplanning-15421	348	1	data	datum	NOUN
geoplanning-15421	348	2	analysis	analysis	NOUN
geoplanning-15421	348	3	2.4	2.4	NUM
geoplanning-15421	348	4	.	.	PUNCT
geoplanning-15421	349	1	validation	validation	NOUN
geoplanning-15421	349	2	and	and	CCONJ
geoplanning-15421	349	3	verification	verification	NOUN
geoplanning-15421	349	4	3	3	NUM
geoplanning-15421	349	5	.	.	NOUN
geoplanning-15421	349	6	results	result	NOUN
geoplanning-15421	349	7	and	and	CCONJ
geoplanning-15421	349	8	discussion	discussion	NOUN
geoplanning-15421	349	9	4	4	NUM
geoplanning-15421	349	10	.	.	PUNCT
geoplanning-15421	350	1	conclusion	conclusion	NOUN
geoplanning-15421	350	2	5	5	NUM
geoplanning-15421	350	3	.	.	PUNCT
geoplanning-15421	350	4	acknowledgments	acknowledgment	NOUN
geoplanning-15421	350	5	6	6	NUM
geoplanning-15421	350	6	.	.	PUNCT
geoplanning-15421	351	1	references	reference	NOUN