id	sid	tid	token	lemma	pos
ajgt-4122	1	1	pa	pa	PROPN
ajgt-4122	1	2	ge	ge	PROPN
ajgt-4122	1	3	1	1	NUM
ajgt-4122	1	4	pa	pa	PROPN
ajgt-4122	1	5	ge	ge	PROPN
ajgt-4122	1	6	11	11	NUM
ajgt-4122	1	7	american	american	PROPN
ajgt-4122	1	8	journal	journal	PROPN
ajgt-4122	1	9	of	of	ADP
ajgt-4122	1	10	geospatial	geospatial	ADJ
ajgt-4122	1	11	technology	technology	NOUN
ajgt-4122	1	12	(	(	PUNCT
ajgt-4122	1	13	ajgt	ajgt	NOUN
ajgt-4122	1	14	)	)	PUNCT
ajgt-4122	1	15	landslide	landslide	NOUN
ajgt-4122	1	16	prediction	prediction	NOUN
ajgt-4122	1	17	and	and	CCONJ
ajgt-4122	1	18	mapping	mapping	NOUN
ajgt-4122	1	19	through	through	ADP
ajgt-4122	1	20	geospatial	geospatial	ADJ
ajgt-4122	1	21	and	and	CCONJ
ajgt-4122	1	22	neural	neural	ADJ
ajgt-4122	1	23	network	network	NOUN
ajgt-4122	1	24	approach	approach	NOUN
ajgt-4122	1	25	saurabh	saurabh	PROPN
ajgt-4122	1	26	kumar	kumar	PROPN
ajgt-4122	1	27	anuragi1	anuragi1	PROPN
ajgt-4122	1	28	*	*	PROPN
ajgt-4122	1	29	,	,	PUNCT
ajgt-4122	1	30	d.	d.	PROPN
ajgt-4122	1	31	kishan1	kishan1	PROPN
ajgt-4122	1	32	volume	volume	NOUN
ajgt-4122	1	33	4	4	NUM
ajgt-4122	1	34	issue	issue	NOUN
ajgt-4122	1	35	1	1	NUM
ajgt-4122	1	36	,	,	PUNCT
ajgt-4122	1	37	year	year	NOUN
ajgt-4122	1	38	2025	2025	NUM
ajgt-4122	1	39	issn	issn	NOUN
ajgt-4122	1	40	:	:	PUNCT
ajgt-4122	1	41	2833	2833	NUM
ajgt-4122	1	42	-	-	SYM
ajgt-4122	1	43	8006	8006	NUM
ajgt-4122	1	44	(	(	PUNCT
ajgt-4122	1	45	online	online	ADJ
ajgt-4122	1	46	)	)	PUNCT
ajgt-4122	1	47	doi	doi	NOUN
ajgt-4122	1	48	:	:	PUNCT
ajgt-4122	1	49	https://doi.org/10.54536/ajgt.v4i1.4122	https://doi.org/10.54536/ajgt.v4i1.4122	PROPN
ajgt-4122	1	50	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-4122	1	51	article	article	NOUN
ajgt-4122	1	52	information	information	NOUN
ajgt-4122	1	53	abstract	abstract	ADV
ajgt-4122	1	54	received	receive	VERB
ajgt-4122	1	55	:	:	PUNCT
ajgt-4122	1	56	november	november	PROPN
ajgt-4122	1	57	30	30	NUM
ajgt-4122	1	58	,	,	PUNCT
ajgt-4122	1	59	2024	2024	NUM
ajgt-4122	1	60	accepted	accept	VERB
ajgt-4122	1	61	:	:	PUNCT
ajgt-4122	1	62	january	january	PROPN
ajgt-4122	1	63	04	04	NUM
ajgt-4122	1	64	,	,	PUNCT
ajgt-4122	1	65	2025	2025	NUM
ajgt-4122	1	66	published	publish	VERB
ajgt-4122	1	67	:	:	PUNCT
ajgt-4122	1	68	february	february	PROPN
ajgt-4122	1	69	12	12	NUM
ajgt-4122	1	70	,	,	PUNCT
ajgt-4122	1	71	2025	2025	NUM
ajgt-4122	1	72	identifying	identify	VERB
ajgt-4122	1	73	landslides	landslide	NOUN
ajgt-4122	1	74	and	and	CCONJ
ajgt-4122	1	75	creating	create	VERB
ajgt-4122	1	76	susceptibility	susceptibility	NOUN
ajgt-4122	1	77	maps	map	NOUN
ajgt-4122	1	78	are	be	AUX
ajgt-4122	1	79	crucial	crucial	ADJ
ajgt-4122	1	80	in	in	ADP
ajgt-4122	1	81	providing	provide	VERB
ajgt-4122	1	82	planners	planner	NOUN
ajgt-4122	1	83	,	,	PUNCT
ajgt-4122	1	84	local	local	ADJ
ajgt-4122	1	85	officials	official	NOUN
ajgt-4122	1	86	,	,	PUNCT
ajgt-4122	1	87	and	and	CCONJ
ajgt-4122	1	88	decision	decision	NOUN
ajgt-4122	1	89	-	-	PUNCT
ajgt-4122	1	90	makers	maker	NOUN
ajgt-4122	1	91	with	with	ADP
ajgt-4122	1	92	essential	essential	ADJ
ajgt-4122	1	93	tools	tool	NOUN
ajgt-4122	1	94	for	for	ADP
ajgt-4122	1	95	effective	effective	ADJ
ajgt-4122	1	96	disaster	disaster	NOUN
ajgt-4122	1	97	management	management	NOUN
ajgt-4122	1	98	strategies	strategy	NOUN
ajgt-4122	1	99	.	.	PUNCT
ajgt-4122	2	1	the	the	DET
ajgt-4122	2	2	accuracy	accuracy	NOUN
ajgt-4122	2	3	of	of	ADP
ajgt-4122	2	4	these	these	DET
ajgt-4122	2	5	maps	map	NOUN
ajgt-4122	2	6	is	be	AUX
ajgt-4122	2	7	vital	vital	ADJ
ajgt-4122	2	8	in	in	ADP
ajgt-4122	2	9	minimizing	minimize	VERB
ajgt-4122	2	10	potential	potential	ADJ
ajgt-4122	2	11	loss	loss	NOUN
ajgt-4122	2	12	of	of	ADP
ajgt-4122	2	13	life	life	NOUN
ajgt-4122	2	14	and	and	CCONJ
ajgt-4122	2	15	property	property	NOUN
ajgt-4122	2	16	.	.	PUNCT
ajgt-4122	3	1	in	in	ADP
ajgt-4122	3	2	order	order	NOUN
ajgt-4122	3	3	to	to	PART
ajgt-4122	3	4	develop	develop	VERB
ajgt-4122	3	5	comprehensive	comprehensive	ADJ
ajgt-4122	3	6	landslide	landslide	NOUN
ajgt-4122	3	7	susceptibility	susceptibility	NOUN
ajgt-4122	3	8	mappings	mapping	NOUN
ajgt-4122	3	9	,	,	PUNCT
ajgt-4122	3	10	it	it	PRON
ajgt-4122	3	11	is	be	AUX
ajgt-4122	3	12	important	important	ADJ
ajgt-4122	3	13	to	to	PART
ajgt-4122	3	14	consider	consider	VERB
ajgt-4122	3	15	a	a	DET
ajgt-4122	3	16	range	range	NOUN
ajgt-4122	3	17	of	of	ADP
ajgt-4122	3	18	factors	factor	NOUN
ajgt-4122	3	19	that	that	PRON
ajgt-4122	3	20	encompass	encompass	VERB
ajgt-4122	3	21	both	both	DET
ajgt-4122	3	22	terrain	terrain	NOUN
ajgt-4122	3	23	characteristics	characteristic	NOUN
ajgt-4122	3	24	and	and	CCONJ
ajgt-4122	3	25	meteorological	meteorological	ADJ
ajgt-4122	3	26	conditions	condition	NOUN
ajgt-4122	3	27	.	.	PUNCT
ajgt-4122	4	1	numerous	numerous	ADJ
ajgt-4122	4	2	advanced	advanced	ADJ
ajgt-4122	4	3	algorithms	algorithm	NOUN
ajgt-4122	4	4	have	have	AUX
ajgt-4122	4	5	been	be	AUX
ajgt-4122	4	6	explored	explore	VERB
ajgt-4122	4	7	in	in	ADP
ajgt-4122	4	8	the	the	DET
ajgt-4122	4	9	literature	literature	NOUN
ajgt-4122	4	10	to	to	PART
ajgt-4122	4	11	enhance	enhance	VERB
ajgt-4122	4	12	the	the	DET
ajgt-4122	4	13	precision	precision	NOUN
ajgt-4122	4	14	of	of	ADP
ajgt-4122	4	15	these	these	DET
ajgt-4122	4	16	maps	map	NOUN
ajgt-4122	4	17	.	.	PUNCT
ajgt-4122	5	1	this	this	DET
ajgt-4122	5	2	study	study	NOUN
ajgt-4122	5	3	utilizes	utilize	VERB
ajgt-4122	5	4	a	a	DET
ajgt-4122	5	5	multi	multi	ADJ
ajgt-4122	5	6	-	-	ADJ
ajgt-4122	5	7	layer	layer	ADJ
ajgt-4122	5	8	perceptron	perceptron	PROPN
ajgt-4122	5	9	neural	neural	ADJ
ajgt-4122	5	10	network	network	NOUN
ajgt-4122	5	11	(	(	PUNCT
ajgt-4122	5	12	mlpnn	mlpnn	PROPN
ajgt-4122	5	13	)	)	PUNCT
ajgt-4122	5	14	with	with	ADP
ajgt-4122	5	15	various	various	ADJ
ajgt-4122	5	16	activation	activation	NOUN
ajgt-4122	5	17	functions	function	NOUN
ajgt-4122	5	18	,	,	PUNCT
ajgt-4122	5	19	including	include	VERB
ajgt-4122	5	20	relu	relu	NOUN
ajgt-4122	5	21	,	,	PUNCT
ajgt-4122	5	22	logistic	logistic	ADJ
ajgt-4122	5	23	,	,	PUNCT
ajgt-4122	5	24	tanh	tanh	NOUN
ajgt-4122	5	25	,	,	PUNCT
ajgt-4122	5	26	and	and	CCONJ
ajgt-4122	5	27	identity	identity	NOUN
ajgt-4122	5	28	,	,	PUNCT
ajgt-4122	5	29	to	to	PART
ajgt-4122	5	30	compare	compare	VERB
ajgt-4122	5	31	model	model	NOUN
ajgt-4122	5	32	performance	performance	NOUN
ajgt-4122	5	33	and	and	CCONJ
ajgt-4122	5	34	establish	establish	VERB
ajgt-4122	5	35	the	the	DET
ajgt-4122	5	36	most	most	ADV
ajgt-4122	5	37	accurate	accurate	ADJ
ajgt-4122	5	38	and	and	CCONJ
ajgt-4122	5	39	reliable	reliable	ADJ
ajgt-4122	5	40	model	model	NOUN
ajgt-4122	5	41	for	for	ADP
ajgt-4122	5	42	landslide	landslide	NOUN
ajgt-4122	5	43	susceptibility	susceptibility	NOUN
ajgt-4122	5	44	mapping	mapping	NOUN
ajgt-4122	5	45	.	.	PUNCT
ajgt-4122	6	1	nine	nine	NUM
ajgt-4122	6	2	conditioning	conditioning	NOUN
ajgt-4122	6	3	factors	factor	NOUN
ajgt-4122	6	4	were	be	AUX
ajgt-4122	6	5	analyzed	analyze	VERB
ajgt-4122	6	6	,	,	PUNCT
ajgt-4122	6	7	including	include	VERB
ajgt-4122	6	8	aspect	aspect	NOUN
ajgt-4122	6	9	,	,	PUNCT
ajgt-4122	6	10	elevation	elevation	NOUN
ajgt-4122	6	11	,	,	PUNCT
ajgt-4122	6	12	land	land	NOUN
ajgt-4122	6	13	use	use	NOUN
ajgt-4122	6	14	/	/	SYM
ajgt-4122	6	15	land	land	NOUN
ajgt-4122	6	16	cover	cover	NOUN
ajgt-4122	6	17	,	,	PUNCT
ajgt-4122	6	18	normalized	normalize	VERB
ajgt-4122	6	19	difference	difference	NOUN
ajgt-4122	6	20	vegetation	vegetation	NOUN
ajgt-4122	6	21	index	index	NOUN
ajgt-4122	6	22	(	(	PUNCT
ajgt-4122	6	23	ndvi	ndvi	PROPN
ajgt-4122	6	24	)	)	PUNCT
ajgt-4122	6	25	,	,	PUNCT
ajgt-4122	6	26	rainfall	rainfall	NOUN
ajgt-4122	6	27	,	,	PUNCT
ajgt-4122	6	28	slope	slope	NOUN
ajgt-4122	6	29	,	,	PUNCT
ajgt-4122	6	30	soil	soil	NOUN
ajgt-4122	6	31	type	type	NOUN
ajgt-4122	6	32	,	,	PUNCT
ajgt-4122	6	33	earthquake	earthquake	NOUN
ajgt-4122	6	34	,	,	PUNCT
ajgt-4122	6	35	and	and	CCONJ
ajgt-4122	6	36	lithology	lithology	NOUN
ajgt-4122	6	37	.	.	PUNCT
ajgt-4122	7	1	the	the	DET
ajgt-4122	7	2	performance	performance	NOUN
ajgt-4122	7	3	of	of	ADP
ajgt-4122	7	4	the	the	DET
ajgt-4122	7	5	models	model	NOUN
ajgt-4122	7	6	was	be	AUX
ajgt-4122	7	7	assessed	assess	VERB
ajgt-4122	7	8	using	use	VERB
ajgt-4122	7	9	multiple	multiple	ADJ
ajgt-4122	7	10	metrics	metric	NOUN
ajgt-4122	7	11	,	,	PUNCT
ajgt-4122	7	12	including	include	VERB
ajgt-4122	7	13	training	training	NOUN
ajgt-4122	7	14	score	score	NOUN
ajgt-4122	7	15	,	,	PUNCT
ajgt-4122	7	16	testing	testing	NOUN
ajgt-4122	7	17	score	score	NOUN
ajgt-4122	7	18	,	,	PUNCT
ajgt-4122	7	19	kappa	kappa	ADJ
ajgt-4122	7	20	coefficient	coefficient	NOUN
ajgt-4122	7	21	,	,	PUNCT
ajgt-4122	7	22	specificity	specificity	NOUN
ajgt-4122	7	23	,	,	PUNCT
ajgt-4122	7	24	sensitivity	sensitivity	NOUN
ajgt-4122	7	25	,	,	PUNCT
ajgt-4122	7	26	and	and	CCONJ
ajgt-4122	7	27	area	area	NOUN
ajgt-4122	7	28	under	under	ADP
ajgt-4122	7	29	the	the	DET
ajgt-4122	7	30	curve	curve	NOUN
ajgt-4122	7	31	(	(	PUNCT
ajgt-4122	7	32	auc	auc	NOUN
ajgt-4122	7	33	)	)	PUNCT
ajgt-4122	7	34	.	.	PUNCT
ajgt-4122	8	1	the	the	DET
ajgt-4122	8	2	findings	finding	NOUN
ajgt-4122	8	3	indicate	indicate	VERB
ajgt-4122	8	4	that	that	SCONJ
ajgt-4122	8	5	the	the	DET
ajgt-4122	8	6	mlpnn_logistic	mlpnn_logistic	PROPN
ajgt-4122	8	7	outperformed	outperform	VERB
ajgt-4122	8	8	the	the	DET
ajgt-4122	8	9	other	other	ADJ
ajgt-4122	8	10	models	model	NOUN
ajgt-4122	8	11	,	,	PUNCT
ajgt-4122	8	12	achieving	achieve	VERB
ajgt-4122	8	13	kappa	kappa	NOUN
ajgt-4122	8	14	and	and	CCONJ
ajgt-4122	8	15	auc	auc	VERB
ajgt-4122	8	16	values	value	NOUN
ajgt-4122	8	17	of	of	ADP
ajgt-4122	8	18	0.504	0.504	NUM
ajgt-4122	8	19	and	and	CCONJ
ajgt-4122	8	20	0.757	0.757	NUM
ajgt-4122	8	21	,	,	PUNCT
ajgt-4122	8	22	respectively	respectively	ADV
ajgt-4122	8	23	,	,	PUNCT
ajgt-4122	8	24	in	in	ADP
ajgt-4122	8	25	the	the	DET
ajgt-4122	8	26	development	development	NOUN
ajgt-4122	8	27	of	of	ADP
ajgt-4122	8	28	susceptibility	susceptibility	NOUN
ajgt-4122	8	29	maps	map	NOUN
ajgt-4122	8	30	.	.	PUNCT
ajgt-4122	9	1	as	as	ADP
ajgt-4122	9	2	a	a	DET
ajgt-4122	9	3	result	result	NOUN
ajgt-4122	9	4	,	,	PUNCT
ajgt-4122	9	5	the	the	DET
ajgt-4122	9	6	mlpnn_logistic	mlpnn_logistic	ADJ
ajgt-4122	9	7	model	model	NOUN
ajgt-4122	9	8	is	be	AUX
ajgt-4122	9	9	identified	identify	VERB
ajgt-4122	9	10	as	as	ADP
ajgt-4122	9	11	the	the	DET
ajgt-4122	9	12	most	most	ADV
ajgt-4122	9	13	reliable	reliable	ADJ
ajgt-4122	9	14	and	and	CCONJ
ajgt-4122	9	15	effective	effective	ADJ
ajgt-4122	9	16	tool	tool	NOUN
ajgt-4122	9	17	for	for	ADP
ajgt-4122	9	18	landslide	landslide	NOUN
ajgt-4122	9	19	susceptibility	susceptibility	NOUN
ajgt-4122	9	20	mapping	mapping	NOUN
ajgt-4122	9	21	in	in	ADP
ajgt-4122	9	22	this	this	DET
ajgt-4122	9	23	study	study	NOUN
ajgt-4122	9	24	,	,	PUNCT
ajgt-4122	9	25	rendering	render	VERB
ajgt-4122	9	26	it	it	PRON
ajgt-4122	9	27	an	an	DET
ajgt-4122	9	28	optimal	optimal	ADJ
ajgt-4122	9	29	choice	choice	NOUN
ajgt-4122	9	30	for	for	ADP
ajgt-4122	9	31	predictive	predictive	ADJ
ajgt-4122	9	32	analyses	analysis	NOUN
ajgt-4122	9	33	in	in	ADP
ajgt-4122	9	34	this	this	DET
ajgt-4122	9	35	field	field	NOUN
ajgt-4122	9	36	.	.	PUNCT
ajgt-4122	10	1	keywords	keyword	NOUN
ajgt-4122	10	2	area	area	VERB
ajgt-4122	10	3	under	under	ADP
ajgt-4122	10	4	curve	curve	NOUN
ajgt-4122	10	5	,	,	PUNCT
ajgt-4122	10	6	kappa	kappa	ADJ
ajgt-4122	10	7	,	,	PUNCT
ajgt-4122	10	8	landslide	landslide	NOUN
ajgt-4122	10	9	,	,	PUNCT
ajgt-4122	10	10	machine	machine	NOUN
ajgt-4122	10	11	learning	learning	NOUN
ajgt-4122	10	12	,	,	PUNCT
ajgt-4122	10	13	multi	multi	ADJ
ajgt-4122	10	14	layer	layer	NOUN
ajgt-4122	10	15	perceptron	perceptron	PROPN
ajgt-4122	10	16	1	1	NUM
ajgt-4122	10	17	department	department	NOUN
ajgt-4122	10	18	of	of	ADP
ajgt-4122	10	19	civil	civil	ADJ
ajgt-4122	10	20	engineering	engineering	NOUN
ajgt-4122	10	21	,	,	PUNCT
ajgt-4122	10	22	maulana	maulana	PROPN
ajgt-4122	10	23	azad	azad	PROPN
ajgt-4122	10	24	national	national	PROPN
ajgt-4122	10	25	institute	institute	PROPN
ajgt-4122	10	26	of	of	ADP
ajgt-4122	10	27	technology	technology	PROPN
ajgt-4122	10	28	,	,	PUNCT
ajgt-4122	10	29	bhopal	bhopal	PROPN
ajgt-4122	10	30	,	,	PUNCT
ajgt-4122	10	31	india	india	PROPN
ajgt-4122	10	32	*	*	PUNCT
ajgt-4122	10	33	corresponding	correspond	VERB
ajgt-4122	10	34	author	author	NOUN
ajgt-4122	10	35	’s	’s	PART
ajgt-4122	10	36	e	e	NOUN
ajgt-4122	10	37	-	-	NOUN
ajgt-4122	10	38	mail	mail	NOUN
ajgt-4122	10	39	:	:	PUNCT
ajgt-4122	11	1	saurabh.1399@gmail.com	saurabh.1399@gmail.com	PROPN
ajgt-4122	11	2	introduction	introduction	NOUN
ajgt-4122	11	3	landslides	landslide	NOUN
ajgt-4122	11	4	represent	represent	VERB
ajgt-4122	11	5	one	one	NUM
ajgt-4122	11	6	of	of	ADP
ajgt-4122	11	7	the	the	DET
ajgt-4122	11	8	most	most	ADV
ajgt-4122	11	9	catastrophic	catastrophic	ADJ
ajgt-4122	11	10	global	global	ADJ
ajgt-4122	11	11	geo	geo	PROPN
ajgt-4122	11	12	-	-	PUNCT
ajgt-4122	11	13	hazards	hazard	NOUN
ajgt-4122	11	14	,	,	PUNCT
ajgt-4122	11	15	characterized	characterize	VERB
ajgt-4122	11	16	by	by	ADP
ajgt-4122	11	17	their	their	PRON
ajgt-4122	11	18	complex	complex	ADJ
ajgt-4122	11	19	geological	geological	ADJ
ajgt-4122	11	20	nature	nature	NOUN
ajgt-4122	11	21	and	and	CCONJ
ajgt-4122	11	22	diverse	diverse	ADJ
ajgt-4122	11	23	occurrence	occurrence	NOUN
ajgt-4122	11	24	across	across	ADP
ajgt-4122	11	25	various	various	ADJ
ajgt-4122	11	26	geospatial	geospatial	ADJ
ajgt-4122	11	27	environments	environment	NOUN
ajgt-4122	11	28	and	and	CCONJ
ajgt-4122	11	29	geomaterials	geomaterial	NOUN
ajgt-4122	11	30	.	.	PUNCT
ajgt-4122	12	1	a	a	DET
ajgt-4122	12	2	landslide	landslide	NOUN
ajgt-4122	12	3	is	be	AUX
ajgt-4122	12	4	defined	define	VERB
ajgt-4122	12	5	as	as	ADP
ajgt-4122	12	6	the	the	DET
ajgt-4122	12	7	mass	mass	PROPN
ajgt-4122	12	8	movement	movement	NOUN
ajgt-4122	12	9	of	of	ADP
ajgt-4122	12	10	soil	soil	NOUN
ajgt-4122	12	11	,	,	PUNCT
ajgt-4122	12	12	rock	rock	NOUN
ajgt-4122	12	13	,	,	PUNCT
ajgt-4122	12	14	or	or	CCONJ
ajgt-4122	12	15	debris	debris	VERB
ajgt-4122	12	16	down	down	ADP
ajgt-4122	12	17	a	a	DET
ajgt-4122	12	18	slope	slope	NOUN
ajgt-4122	12	19	,	,	PUNCT
ajgt-4122	12	20	which	which	PRON
ajgt-4122	12	21	involves	involve	VERB
ajgt-4122	12	22	shear	shear	ADJ
ajgt-4122	12	23	displacement	displacement	NOUN
ajgt-4122	12	24	along	along	ADP
ajgt-4122	12	25	one	one	NUM
ajgt-4122	12	26	or	or	CCONJ
ajgt-4122	12	27	multiple	multiple	ADJ
ajgt-4122	12	28	slip	slip	NOUN
ajgt-4122	12	29	surfaces	surface	NOUN
ajgt-4122	12	30	.	.	PUNCT
ajgt-4122	13	1	these	these	DET
ajgt-4122	13	2	slip	slip	NOUN
ajgt-4122	13	3	surfaces	surface	NOUN
ajgt-4122	13	4	may	may	AUX
ajgt-4122	13	5	range	range	VERB
ajgt-4122	13	6	from	from	ADP
ajgt-4122	13	7	clearly	clearly	ADV
ajgt-4122	13	8	visible	visible	ADJ
ajgt-4122	13	9	,	,	PUNCT
ajgt-4122	13	10	such	such	ADJ
ajgt-4122	13	11	as	as	ADP
ajgt-4122	13	12	a	a	DET
ajgt-4122	13	13	well	well	ADV
ajgt-4122	13	14	-	-	PUNCT
ajgt-4122	13	15	defined	define	VERB
ajgt-4122	13	16	sliding	slide	VERB
ajgt-4122	13	17	plane	plane	NOUN
ajgt-4122	13	18	,	,	PUNCT
ajgt-4122	13	19	to	to	ADP
ajgt-4122	13	20	those	those	PRON
ajgt-4122	13	21	that	that	PRON
ajgt-4122	13	22	are	be	AUX
ajgt-4122	13	23	inferred	infer	VERB
ajgt-4122	13	24	based	base	VERB
ajgt-4122	13	25	on	on	ADP
ajgt-4122	13	26	the	the	DET
ajgt-4122	13	27	geologic	geologic	ADJ
ajgt-4122	13	28	and	and	CCONJ
ajgt-4122	13	29	geomorphic	geomorphic	ADJ
ajgt-4122	13	30	conditions	condition	NOUN
ajgt-4122	13	31	surrounding	surround	VERB
ajgt-4122	13	32	the	the	DET
ajgt-4122	13	33	area	area	NOUN
ajgt-4122	13	34	.	.	PUNCT
ajgt-4122	14	1	according	accord	VERB
ajgt-4122	14	2	to	to	ADP
ajgt-4122	14	3	the	the	DET
ajgt-4122	14	4	united	united	PROPN
ajgt-4122	14	5	nations	nations	PROPN
ajgt-4122	14	6	development	development	PROPN
ajgt-4122	14	7	program	program	PROPN
ajgt-4122	14	8	(	(	PUNCT
ajgt-4122	14	9	undp	undp	PROPN
ajgt-4122	14	10	)	)	PUNCT
ajgt-4122	14	11	,	,	PUNCT
ajgt-4122	14	12	landslides	landslide	NOUN
ajgt-4122	14	13	rank	rank	VERB
ajgt-4122	14	14	as	as	ADP
ajgt-4122	14	15	the	the	DET
ajgt-4122	14	16	second	second	ADV
ajgt-4122	14	17	largest	large	ADJ
ajgt-4122	14	18	natural	natural	ADJ
ajgt-4122	14	19	disaster	disaster	NOUN
ajgt-4122	14	20	worldwide	worldwide	ADV
ajgt-4122	14	21	,	,	PUNCT
ajgt-4122	14	22	leading	lead	VERB
ajgt-4122	14	23	to	to	ADP
ajgt-4122	14	24	significant	significant	ADJ
ajgt-4122	14	25	human	human	ADJ
ajgt-4122	14	26	casualties	casualty	NOUN
ajgt-4122	14	27	and	and	CCONJ
ajgt-4122	14	28	extensive	extensive	ADJ
ajgt-4122	14	29	property	property	NOUN
ajgt-4122	14	30	damage	damage	NOUN
ajgt-4122	14	31	(	(	PUNCT
ajgt-4122	14	32	azarafza	azarafza	NOUN
ajgt-4122	14	33	et	et	PROPN
ajgt-4122	14	34	al	al	PROPN
ajgt-4122	14	35	.	.	PROPN
ajgt-4122	14	36	,	,	PUNCT
ajgt-4122	14	37	2018	2018	NUM
ajgt-4122	14	38	;	;	PUNCT
ajgt-4122	14	39	pham	pham	PROPN
ajgt-4122	14	40	et	et	PROPN
ajgt-4122	14	41	al	al	PROPN
ajgt-4122	14	42	.	.	PROPN
ajgt-4122	14	43	,	,	PUNCT
ajgt-4122	14	44	2020	2020	NUM
ajgt-4122	14	45	)	)	PUNCT
ajgt-4122	14	46	.	.	PUNCT
ajgt-4122	15	1	the	the	DET
ajgt-4122	15	2	devastating	devastating	ADJ
ajgt-4122	15	3	impact	impact	NOUN
ajgt-4122	15	4	of	of	ADP
ajgt-4122	15	5	landslides	landslide	NOUN
ajgt-4122	15	6	underscores	underscore	VERB
ajgt-4122	15	7	the	the	DET
ajgt-4122	15	8	urgent	urgent	ADJ
ajgt-4122	15	9	need	need	NOUN
ajgt-4122	15	10	to	to	PART
ajgt-4122	15	11	identify	identify	VERB
ajgt-4122	15	12	regions	region	NOUN
ajgt-4122	15	13	that	that	PRON
ajgt-4122	15	14	are	be	AUX
ajgt-4122	15	15	particularly	particularly	ADV
ajgt-4122	15	16	prone	prone	ADJ
ajgt-4122	15	17	to	to	ADP
ajgt-4122	15	18	these	these	DET
ajgt-4122	15	19	events	event	NOUN
ajgt-4122	15	20	.	.	PUNCT
ajgt-4122	16	1	such	such	ADJ
ajgt-4122	16	2	identification	identification	NOUN
ajgt-4122	16	3	is	be	AUX
ajgt-4122	16	4	crucial	crucial	ADJ
ajgt-4122	16	5	for	for	ADP
ajgt-4122	16	6	enhancing	enhance	VERB
ajgt-4122	16	7	public	public	ADJ
ajgt-4122	16	8	safety	safety	NOUN
ajgt-4122	16	9	and	and	CCONJ
ajgt-4122	16	10	mitigating	mitigate	VERB
ajgt-4122	16	11	the	the	DET
ajgt-4122	16	12	adverse	adverse	ADJ
ajgt-4122	16	13	economic	economic	ADJ
ajgt-4122	16	14	effects	effect	NOUN
ajgt-4122	16	15	that	that	PRON
ajgt-4122	16	16	can	can	AUX
ajgt-4122	16	17	accompany	accompany	VERB
ajgt-4122	16	18	landslide	landslide	NOUN
ajgt-4122	16	19	occurrences	occurrence	NOUN
ajgt-4122	16	20	at	at	ADP
ajgt-4122	16	21	both	both	CCONJ
ajgt-4122	16	22	regional	regional	ADJ
ajgt-4122	16	23	and	and	CCONJ
ajgt-4122	16	24	national	national	ADJ
ajgt-4122	16	25	levels	level	NOUN
ajgt-4122	16	26	.	.	PUNCT
ajgt-4122	17	1	in	in	ADP
ajgt-4122	17	2	recent	recent	ADJ
ajgt-4122	17	3	years	year	NOUN
ajgt-4122	17	4	,	,	PUNCT
ajgt-4122	17	5	the	the	DET
ajgt-4122	17	6	study	study	NOUN
ajgt-4122	17	7	of	of	ADP
ajgt-4122	17	8	landslide	landslide	NOUN
ajgt-4122	17	9	susceptibility	susceptibility	NOUN
ajgt-4122	17	10	zones	zone	NOUN
ajgt-4122	17	11	has	have	AUX
ajgt-4122	17	12	gained	gain	VERB
ajgt-4122	17	13	prominence	prominence	NOUN
ajgt-4122	17	14	in	in	ADP
ajgt-4122	17	15	the	the	DET
ajgt-4122	17	16	field	field	NOUN
ajgt-4122	17	17	of	of	ADP
ajgt-4122	17	18	hazard	hazard	NOUN
ajgt-4122	17	19	management	management	NOUN
ajgt-4122	17	20	.	.	PUNCT
ajgt-4122	18	1	this	this	DET
ajgt-4122	18	2	area	area	NOUN
ajgt-4122	18	3	of	of	ADP
ajgt-4122	18	4	research	research	NOUN
ajgt-4122	18	5	is	be	AUX
ajgt-4122	18	6	dedicated	dedicate	VERB
ajgt-4122	18	7	to	to	ADP
ajgt-4122	18	8	the	the	DET
ajgt-4122	18	9	development	development	NOUN
ajgt-4122	18	10	of	of	ADP
ajgt-4122	18	11	precise	precise	ADJ
ajgt-4122	18	12	and	and	CCONJ
ajgt-4122	18	13	up	up	ADP
ajgt-4122	18	14	-	-	PUNCT
ajgt-4122	18	15	to	to	ADP
ajgt-4122	18	16	-	-	PUNCT
ajgt-4122	18	17	date	date	NOUN
ajgt-4122	18	18	landslide	landslide	NOUN
ajgt-4122	18	19	susceptibility	susceptibility	NOUN
ajgt-4122	18	20	maps	map	NOUN
ajgt-4122	18	21	,	,	PUNCT
ajgt-4122	18	22	which	which	PRON
ajgt-4122	18	23	are	be	AUX
ajgt-4122	18	24	essential	essential	ADJ
ajgt-4122	18	25	tools	tool	NOUN
ajgt-4122	18	26	for	for	ADP
ajgt-4122	18	27	various	various	ADJ
ajgt-4122	18	28	stakeholders	stakeholder	NOUN
ajgt-4122	18	29	,	,	PUNCT
ajgt-4122	18	30	including	include	VERB
ajgt-4122	18	31	government	government	NOUN
ajgt-4122	18	32	agencies	agency	NOUN
ajgt-4122	18	33	,	,	PUNCT
ajgt-4122	18	34	urban	urban	ADJ
ajgt-4122	18	35	planners	planner	NOUN
ajgt-4122	18	36	,	,	PUNCT
ajgt-4122	18	37	decision	decision	NOUN
ajgt-4122	18	38	-	-	PUNCT
ajgt-4122	18	39	makers	maker	NOUN
ajgt-4122	18	40	,	,	PUNCT
ajgt-4122	18	41	and	and	CCONJ
ajgt-4122	18	42	local	local	ADJ
ajgt-4122	18	43	landowners	landowner	NOUN
ajgt-4122	18	44	.	.	PUNCT
ajgt-4122	19	1	by	by	ADP
ajgt-4122	19	2	providing	provide	VERB
ajgt-4122	19	3	detailed	detailed	ADJ
ajgt-4122	19	4	insights	insight	NOUN
ajgt-4122	19	5	into	into	ADP
ajgt-4122	19	6	areas	area	NOUN
ajgt-4122	19	7	at	at	ADP
ajgt-4122	19	8	risk	risk	NOUN
ajgt-4122	19	9	,	,	PUNCT
ajgt-4122	19	10	these	these	DET
ajgt-4122	19	11	maps	map	NOUN
ajgt-4122	19	12	empower	empower	NOUN
ajgt-4122	19	13	authorities	authority	NOUN
ajgt-4122	19	14	to	to	PART
ajgt-4122	19	15	create	create	VERB
ajgt-4122	19	16	comprehensive	comprehensive	ADJ
ajgt-4122	19	17	emergency	emergency	NOUN
ajgt-4122	19	18	response	response	NOUN
ajgt-4122	19	19	plans	plan	NOUN
ajgt-4122	19	20	designed	design	VERB
ajgt-4122	19	21	to	to	PART
ajgt-4122	19	22	reduce	reduce	VERB
ajgt-4122	19	23	the	the	DET
ajgt-4122	19	24	detrimental	detrimental	ADJ
ajgt-4122	19	25	impacts	impact	NOUN
ajgt-4122	19	26	of	of	ADP
ajgt-4122	19	27	landslides	landslide	NOUN
ajgt-4122	19	28	on	on	ADP
ajgt-4122	19	29	infrastructure	infrastructure	NOUN
ajgt-4122	19	30	,	,	PUNCT
ajgt-4122	19	31	residential	residential	ADJ
ajgt-4122	19	32	and	and	CCONJ
ajgt-4122	19	33	commercial	commercial	ADJ
ajgt-4122	19	34	buildings	building	NOUN
ajgt-4122	19	35	,	,	PUNCT
ajgt-4122	19	36	and	and	CCONJ
ajgt-4122	19	37	the	the	DET
ajgt-4122	19	38	safety	safety	NOUN
ajgt-4122	19	39	of	of	ADP
ajgt-4122	19	40	human	human	ADJ
ajgt-4122	19	41	life	life	NOUN
ajgt-4122	19	42	.	.	PUNCT
ajgt-4122	20	1	furthermore	furthermore	ADV
ajgt-4122	20	2	,	,	PUNCT
ajgt-4122	20	3	mapping	mapping	NOUN
ajgt-4122	20	4	landslide	landslide	NOUN
ajgt-4122	20	5	-	-	PUNCT
ajgt-4122	20	6	susceptible	susceptible	ADJ
ajgt-4122	20	7	areas	area	NOUN
ajgt-4122	20	8	is	be	AUX
ajgt-4122	20	9	not	not	PART
ajgt-4122	20	10	merely	merely	ADV
ajgt-4122	20	11	a	a	DET
ajgt-4122	20	12	preventive	preventive	ADJ
ajgt-4122	20	13	measure	measure	NOUN
ajgt-4122	20	14	but	but	CCONJ
ajgt-4122	20	15	a	a	DET
ajgt-4122	20	16	strategic	strategic	ADJ
ajgt-4122	20	17	approach	approach	NOUN
ajgt-4122	20	18	to	to	ADP
ajgt-4122	20	19	managing	manage	VERB
ajgt-4122	20	20	the	the	DET
ajgt-4122	20	21	potential	potential	ADJ
ajgt-4122	20	22	repercussions	repercussion	NOUN
ajgt-4122	20	23	of	of	ADP
ajgt-4122	20	24	landslides	landslide	NOUN
ajgt-4122	20	25	in	in	ADP
ajgt-4122	20	26	vulnerable	vulnerable	ADJ
ajgt-4122	20	27	regions	region	NOUN
ajgt-4122	20	28	(	(	PUNCT
ajgt-4122	20	29	lee	lee	PROPN
ajgt-4122	20	30	et	et	PROPN
ajgt-4122	20	31	al	al	PROPN
ajgt-4122	20	32	.	.	PROPN
ajgt-4122	20	33	,	,	PUNCT
ajgt-4122	20	34	2004	2004	NUM
ajgt-4122	20	35	;	;	PUNCT
ajgt-4122	20	36	feizizadeh	feizizadeh	NOUN
ajgt-4122	20	37	et	et	PROPN
ajgt-4122	20	38	al	al	PROPN
ajgt-4122	20	39	.	.	PROPN
ajgt-4122	20	40	,	,	PUNCT
ajgt-4122	20	41	2014	2014	NUM
ajgt-4122	20	42	;	;	PUNCT
ajgt-4122	20	43	peethambaran	peethambaran	NOUN
ajgt-4122	20	44	et	et	PROPN
ajgt-4122	20	45	al	al	PROPN
ajgt-4122	20	46	.	.	PROPN
ajgt-4122	20	47	,	,	PUNCT
ajgt-4122	20	48	2020	2020	NUM
ajgt-4122	20	49	;	;	PUNCT
ajgt-4122	20	50	murthy	murthy	PROPN
ajgt-4122	20	51	et	et	PROPN
ajgt-4122	20	52	al	al	PROPN
ajgt-4122	20	53	.	.	PROPN
ajgt-4122	20	54	,	,	PUNCT
ajgt-4122	20	55	2023	2023	NUM
ajgt-4122	20	56	;	;	PUNCT
ajgt-4122	20	57	afroz	afroz	ADV
ajgt-4122	20	58	et	et	PROPN
ajgt-4122	20	59	al	al	PROPN
ajgt-4122	20	60	.	.	PROPN
ajgt-4122	20	61	,	,	PUNCT
ajgt-4122	20	62	2022	2022	NUM
ajgt-4122	20	63	)	)	PUNCT
ajgt-4122	20	64	.	.	PUNCT
ajgt-4122	21	1	the	the	DET
ajgt-4122	21	2	process	process	NOUN
ajgt-4122	21	3	of	of	ADP
ajgt-4122	21	4	assessing	assess	VERB
ajgt-4122	21	5	landslide	landslide	NOUN
ajgt-4122	21	6	susceptibility	susceptibility	NOUN
ajgt-4122	21	7	,	,	PUNCT
ajgt-4122	21	8	however	however	ADV
ajgt-4122	21	9	,	,	PUNCT
ajgt-4122	21	10	is	be	AUX
ajgt-4122	21	11	inherently	inherently	ADV
ajgt-4122	21	12	complex	complex	ADJ
ajgt-4122	21	13	.	.	PUNCT
ajgt-4122	22	1	it	it	PRON
ajgt-4122	22	2	typically	typically	ADV
ajgt-4122	22	3	entails	entail	VERB
ajgt-4122	22	4	a	a	DET
ajgt-4122	22	5	thorough	thorough	ADJ
ajgt-4122	22	6	investigation	investigation	NOUN
ajgt-4122	22	7	into	into	ADP
ajgt-4122	22	8	numerous	numerous	ADJ
ajgt-4122	22	9	underlying	underlying	ADJ
ajgt-4122	22	10	factors	factor	NOUN
ajgt-4122	22	11	that	that	PRON
ajgt-4122	22	12	contribute	contribute	VERB
ajgt-4122	22	13	to	to	ADP
ajgt-4122	22	14	susceptibility	susceptibility	NOUN
ajgt-4122	22	15	—	—	PUNCT
ajgt-4122	22	16	such	such	ADJ
ajgt-4122	22	17	as	as	ADP
ajgt-4122	22	18	topography	topography	NOUN
ajgt-4122	22	19	,	,	PUNCT
ajgt-4122	22	20	geology	geology	NOUN
ajgt-4122	22	21	,	,	PUNCT
ajgt-4122	22	22	hydrology	hydrology	NOUN
ajgt-4122	22	23	,	,	PUNCT
ajgt-4122	22	24	land	land	NOUN
ajgt-4122	22	25	use	use	NOUN
ajgt-4122	22	26	,	,	PUNCT
ajgt-4122	22	27	and	and	CCONJ
ajgt-4122	22	28	climatic	climatic	ADJ
ajgt-4122	22	29	conditions	condition	NOUN
ajgt-4122	22	30	—	—	PUNCT
ajgt-4122	22	31	to	to	PART
ajgt-4122	22	32	produce	produce	VERB
ajgt-4122	22	33	zonation	zonation	NOUN
ajgt-4122	22	34	maps	map	NOUN
ajgt-4122	22	35	that	that	PRON
ajgt-4122	22	36	delineate	delineate	VERB
ajgt-4122	22	37	susceptible	susceptible	ADJ
ajgt-4122	22	38	regions	region	NOUN
ajgt-4122	22	39	with	with	ADP
ajgt-4122	22	40	a	a	DET
ajgt-4122	22	41	high	high	ADJ
ajgt-4122	22	42	degree	degree	NOUN
ajgt-4122	22	43	of	of	ADP
ajgt-4122	22	44	spatial	spatial	ADJ
ajgt-4122	22	45	precision	precision	NOUN
ajgt-4122	22	46	.	.	PUNCT
ajgt-4122	23	1	consequently	consequently	ADV
ajgt-4122	23	2	,	,	PUNCT
ajgt-4122	23	3	such	such	ADJ
ajgt-4122	23	4	rigorous	rigorous	ADJ
ajgt-4122	23	5	assessments	assessment	NOUN
ajgt-4122	23	6	are	be	AUX
ajgt-4122	23	7	critical	critical	ADJ
ajgt-4122	23	8	for	for	ADP
ajgt-4122	23	9	effective	effective	ADJ
ajgt-4122	23	10	land	land	NOUN
ajgt-4122	23	11	use	use	NOUN
ajgt-4122	23	12	planning	planning	NOUN
ajgt-4122	23	13	,	,	PUNCT
ajgt-4122	23	14	risk	risk	NOUN
ajgt-4122	23	15	reduction	reduction	NOUN
ajgt-4122	23	16	,	,	PUNCT
ajgt-4122	23	17	and	and	CCONJ
ajgt-4122	23	18	the	the	DET
ajgt-4122	23	19	formulation	formulation	NOUN
ajgt-4122	23	20	of	of	ADP
ajgt-4122	23	21	policies	policy	NOUN
ajgt-4122	23	22	aimed	aim	VERB
ajgt-4122	23	23	at	at	ADP
ajgt-4122	23	24	safeguarding	safeguard	VERB
ajgt-4122	23	25	communities	community	NOUN
ajgt-4122	23	26	from	from	ADP
ajgt-4122	23	27	the	the	DET
ajgt-4122	23	28	threats	threat	NOUN
ajgt-4122	23	29	posed	pose	VERB
ajgt-4122	23	30	by	by	ADP
ajgt-4122	23	31	landslides	landslide	NOUN
ajgt-4122	23	32	.	.	PUNCT
ajgt-4122	24	1	literature	literature	NOUN
ajgt-4122	24	2	review	review	VERB
ajgt-4122	24	3	numerous	numerous	ADJ
ajgt-4122	24	4	studies	study	NOUN
ajgt-4122	24	5	have	have	AUX
ajgt-4122	24	6	been	be	AUX
ajgt-4122	24	7	conducted	conduct	VERB
ajgt-4122	24	8	for	for	ADP
ajgt-4122	24	9	landslide	landslide	NOUN
ajgt-4122	24	10	susceptibility	susceptibility	NOUN
ajgt-4122	24	11	mapping	mapping	NOUN
ajgt-4122	24	12	by	by	ADP
ajgt-4122	24	13	various	various	ADJ
ajgt-4122	24	14	researchers	researcher	NOUN
ajgt-4122	24	15	utilizing	utilize	VERB
ajgt-4122	24	16	a	a	DET
ajgt-4122	24	17	wide	wide	ADJ
ajgt-4122	24	18	range	range	NOUN
ajgt-4122	24	19	of	of	ADP
ajgt-4122	24	20	statistical	statistical	ADJ
ajgt-4122	24	21	and	and	CCONJ
ajgt-4122	24	22	machine	machine	NOUN
ajgt-4122	24	23	-	-	PUNCT
ajgt-4122	24	24	learning	learn	VERB
ajgt-4122	24	25	techniques	technique	NOUN
ajgt-4122	24	26	documented	document	VERB
ajgt-4122	24	27	in	in	ADP
ajgt-4122	24	28	the	the	DET
ajgt-4122	24	29	literature	literature	NOUN
ajgt-4122	24	30	.	.	PUNCT
ajgt-4122	25	1	these	these	DET
ajgt-4122	25	2	approaches	approach	NOUN
ajgt-4122	25	3	aim	aim	VERB
ajgt-4122	25	4	to	to	PART
ajgt-4122	25	5	identify	identify	VERB
ajgt-4122	25	6	areas	area	NOUN
ajgt-4122	25	7	prone	prone	ADJ
ajgt-4122	25	8	to	to	ADP
ajgt-4122	25	9	landslides	landslide	NOUN
ajgt-4122	25	10	by	by	ADP
ajgt-4122	25	11	analyzing	analyze	VERB
ajgt-4122	25	12	a	a	DET
ajgt-4122	25	13	combination	combination	NOUN
ajgt-4122	25	14	of	of	ADP
ajgt-4122	25	15	geospatial	geospatial	ADJ
ajgt-4122	25	16	,	,	PUNCT
ajgt-4122	25	17	environmental	environmental	ADJ
ajgt-4122	25	18	,	,	PUNCT
ajgt-4122	25	19	and	and	CCONJ
ajgt-4122	25	20	geotechnical	geotechnical	ADJ
ajgt-4122	25	21	factors	factor	NOUN
ajgt-4122	25	22	.	.	PUNCT
ajgt-4122	26	1	statistical	statistical	ADJ
ajgt-4122	26	2	techniques	technique	NOUN
ajgt-4122	26	3	,	,	PUNCT
ajgt-4122	26	4	such	such	ADJ
ajgt-4122	26	5	as	as	ADP
ajgt-4122	26	6	logistic	logistic	ADJ
ajgt-4122	26	7	regression	regression	NOUN
ajgt-4122	26	8	,	,	PUNCT
ajgt-4122	26	9	frequency	frequency	NOUN
ajgt-4122	26	10	ratio	ratio	NOUN
ajgt-4122	26	11	,	,	PUNCT
ajgt-4122	26	12	and	and	CCONJ
ajgt-4122	26	13	weights	weight	NOUN
ajgt-4122	26	14	of	of	ADP
ajgt-4122	26	15	evidence	evidence	NOUN
ajgt-4122	26	16	,	,	PUNCT
ajgt-4122	26	17	have	have	AUX
ajgt-4122	26	18	been	be	AUX
ajgt-4122	26	19	extensively	extensively	ADV
ajgt-4122	26	20	employed	employ	VERB
ajgt-4122	26	21	due	due	ADP
ajgt-4122	26	22	to	to	ADP
ajgt-4122	26	23	their	their	PRON
ajgt-4122	26	24	simplicity	simplicity	NOUN
ajgt-4122	26	25	and	and	CCONJ
ajgt-4122	26	26	effectiveness	effectiveness	NOUN
ajgt-4122	26	27	in	in	ADP
ajgt-4122	26	28	correlating	correlate	VERB
ajgt-4122	26	29	landslide	landslide	NOUN
ajgt-4122	26	30	occurrences	occurrence	NOUN
ajgt-4122	26	31	pa	pa	PROPN
ajgt-4122	26	32	ge	ge	PROPN
ajgt-4122	26	33	12	12	NUM
ajgt-4122	26	34	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-4122	26	35	am	be	AUX
ajgt-4122	26	36	.	.	PUNCT
ajgt-4122	27	1	j.	j.	PROPN
ajgt-4122	27	2	geo	geo	PROPN
ajgt-4122	27	3	spat	spat	PROPN
ajgt-4122	27	4	.	.	PUNCT
ajgt-4122	28	1	technol	technol	PROPN
ajgt-4122	28	2	.	.	PUNCT
ajgt-4122	29	1	4(1	4(1	NOUN
ajgt-4122	29	2	)	)	PUNCT
ajgt-4122	30	1	11	11	NUM
ajgt-4122	30	2	-	-	SYM
ajgt-4122	30	3	21	21	NUM
ajgt-4122	30	4	,	,	PUNCT
ajgt-4122	30	5	2025	2025	NUM
ajgt-4122	30	6	with	with	ADP
ajgt-4122	30	7	causative	causative	ADJ
ajgt-4122	30	8	factors	factor	NOUN
ajgt-4122	30	9	.	.	PUNCT
ajgt-4122	31	1	these	these	DET
ajgt-4122	31	2	models	model	NOUN
ajgt-4122	31	3	rely	rely	VERB
ajgt-4122	31	4	on	on	ADP
ajgt-4122	31	5	historical	historical	ADJ
ajgt-4122	31	6	landslide	landslide	NOUN
ajgt-4122	31	7	data	datum	NOUN
ajgt-4122	31	8	to	to	PART
ajgt-4122	31	9	establish	establish	VERB
ajgt-4122	31	10	probabilistic	probabilistic	ADJ
ajgt-4122	31	11	relationships	relationship	NOUN
ajgt-4122	31	12	and	and	CCONJ
ajgt-4122	31	13	are	be	AUX
ajgt-4122	31	14	particularly	particularly	ADV
ajgt-4122	31	15	useful	useful	ADJ
ajgt-4122	31	16	for	for	ADP
ajgt-4122	31	17	generating	generate	VERB
ajgt-4122	31	18	susceptibility	susceptibility	NOUN
ajgt-4122	31	19	maps	map	NOUN
ajgt-4122	31	20	in	in	ADP
ajgt-4122	31	21	regions	region	NOUN
ajgt-4122	31	22	with	with	ADP
ajgt-4122	31	23	abundant	abundant	ADJ
ajgt-4122	31	24	and	and	CCONJ
ajgt-4122	31	25	reliable	reliable	ADJ
ajgt-4122	31	26	datasets	dataset	NOUN
ajgt-4122	31	27	.	.	PUNCT
ajgt-4122	32	1	khatun	khatun	PROPN
ajgt-4122	32	2	et	et	PROPN
ajgt-4122	32	3	al	al	PROPN
ajgt-4122	32	4	.	.	PROPN
ajgt-4122	33	1	(	(	PUNCT
ajgt-4122	33	2	2022	2022	NUM
ajgt-4122	33	3	)	)	PUNCT
ajgt-4122	33	4	employed	employ	VERB
ajgt-4122	33	5	a	a	DET
ajgt-4122	33	6	weighted	weight	VERB
ajgt-4122	33	7	overlay	overlay	NOUN
ajgt-4122	33	8	approach	approach	NOUN
ajgt-4122	33	9	for	for	ADP
ajgt-4122	33	10	landslide	landslide	NOUN
ajgt-4122	33	11	susceptibility	susceptibility	NOUN
ajgt-4122	33	12	mapping	mapping	NOUN
ajgt-4122	33	13	in	in	ADP
ajgt-4122	33	14	rangmati	rangmati	PROPN
ajgt-4122	33	15	,	,	PUNCT
ajgt-4122	33	16	bangladesh	bangladesh	NOUN
ajgt-4122	33	17	,	,	PUNCT
ajgt-4122	33	18	taking	take	VERB
ajgt-4122	33	19	into	into	ADP
ajgt-4122	33	20	account	account	NOUN
ajgt-4122	33	21	various	various	ADJ
ajgt-4122	33	22	conditioning	conditioning	NOUN
ajgt-4122	33	23	factors	factor	NOUN
ajgt-4122	33	24	such	such	ADJ
ajgt-4122	33	25	as	as	ADP
ajgt-4122	33	26	soil	soil	NOUN
ajgt-4122	33	27	texture	texture	NOUN
ajgt-4122	33	28	,	,	PUNCT
ajgt-4122	33	29	geology	geology	NOUN
ajgt-4122	33	30	,	,	PUNCT
ajgt-4122	33	31	lineament	lineament	NOUN
ajgt-4122	33	32	,	,	PUNCT
ajgt-4122	33	33	slope	slope	NOUN
ajgt-4122	33	34	,	,	PUNCT
ajgt-4122	33	35	land	land	NOUN
ajgt-4122	33	36	use	use	NOUN
ajgt-4122	33	37	,	,	PUNCT
ajgt-4122	33	38	and	and	CCONJ
ajgt-4122	33	39	aspect	aspect	NOUN
ajgt-4122	33	40	.	.	PUNCT
ajgt-4122	34	1	arabameri	arabameri	NOUN
ajgt-4122	34	2	et	et	PROPN
ajgt-4122	34	3	al	al	PROPN
ajgt-4122	34	4	.	.	PROPN
ajgt-4122	35	1	(	(	PUNCT
ajgt-4122	35	2	2018	2018	NUM
ajgt-4122	35	3	)	)	PUNCT
ajgt-4122	35	4	conducted	conduct	VERB
ajgt-4122	35	5	a	a	DET
ajgt-4122	35	6	comparative	comparative	ADJ
ajgt-4122	35	7	study	study	NOUN
ajgt-4122	35	8	examining	examine	VERB
ajgt-4122	35	9	the	the	DET
ajgt-4122	35	10	analytic	analytic	ADJ
ajgt-4122	35	11	hierarchy	hierarchy	NOUN
ajgt-4122	35	12	process	process	NOUN
ajgt-4122	35	13	(	(	PUNCT
ajgt-4122	35	14	ahp	ahp	NOUN
ajgt-4122	35	15	)	)	PUNCT
ajgt-4122	35	16	,	,	PUNCT
ajgt-4122	35	17	frequency	frequency	NOUN
ajgt-4122	35	18	ratio	ratio	NOUN
ajgt-4122	35	19	(	(	PUNCT
ajgt-4122	35	20	fr	fr	PROPN
ajgt-4122	35	21	)	)	PUNCT
ajgt-4122	35	22	,	,	PUNCT
ajgt-4122	35	23	index	index	NOUN
ajgt-4122	35	24	of	of	ADP
ajgt-4122	35	25	entropy	entropy	PROPN
ajgt-4122	35	26	(	(	PUNCT
ajgt-4122	35	27	ioe	ioe	PROPN
ajgt-4122	35	28	)	)	PUNCT
ajgt-4122	35	29	,	,	PUNCT
ajgt-4122	35	30	and	and	CCONJ
ajgt-4122	35	31	weight	weight	NOUN
ajgt-4122	35	32	of	of	ADP
ajgt-4122	35	33	evidence	evidence	NOUN
ajgt-4122	35	34	(	(	PUNCT
ajgt-4122	35	35	woe	woe	NOUN
ajgt-4122	35	36	)	)	PUNCT
ajgt-4122	35	37	methods	method	NOUN
ajgt-4122	35	38	for	for	ADP
ajgt-4122	35	39	landslide	landslide	NOUN
ajgt-4122	35	40	risk	risk	NOUN
ajgt-4122	35	41	zonation	zonation	NOUN
ajgt-4122	35	42	in	in	ADP
ajgt-4122	35	43	semnan	semnan	PROPN
ajgt-4122	35	44	province	province	PROPN
ajgt-4122	35	45	,	,	PUNCT
ajgt-4122	35	46	iran	iran	PROPN
ajgt-4122	35	47	,	,	PUNCT
ajgt-4122	35	48	considering	consider	VERB
ajgt-4122	35	49	thirteen	thirteen	NUM
ajgt-4122	35	50	conditioning	conditioning	NOUN
ajgt-4122	35	51	factors	factor	NOUN
ajgt-4122	35	52	.	.	PUNCT
ajgt-4122	36	1	in	in	ADP
ajgt-4122	36	2	another	another	DET
ajgt-4122	36	3	study	study	NOUN
ajgt-4122	36	4	,	,	PUNCT
ajgt-4122	36	5	arabameri	arabameri	PROPN
ajgt-4122	36	6	et	et	PROPN
ajgt-4122	36	7	al	al	PROPN
ajgt-4122	36	8	.	.	PROPN
ajgt-4122	37	1	(	(	PUNCT
ajgt-4122	37	2	2018	2018	NUM
ajgt-4122	37	3	)	)	PUNCT
ajgt-4122	37	4	compared	compare	VERB
ajgt-4122	37	5	evidential	evidential	ADJ
ajgt-4122	37	6	belief	belief	NOUN
ajgt-4122	37	7	function	function	NOUN
ajgt-4122	37	8	(	(	PUNCT
ajgt-4122	37	9	ebf	ebf	NOUN
ajgt-4122	37	10	)	)	PUNCT
ajgt-4122	37	11	,	,	PUNCT
ajgt-4122	37	12	logistic	logistic	ADJ
ajgt-4122	37	13	regression	regression	NOUN
ajgt-4122	37	14	(	(	PUNCT
ajgt-4122	37	15	lr	lr	NOUN
ajgt-4122	37	16	)	)	PUNCT
ajgt-4122	37	17	,	,	PUNCT
ajgt-4122	37	18	and	and	CCONJ
ajgt-4122	37	19	an	an	DET
ajgt-4122	37	20	ensemble	ensemble	NOUN
ajgt-4122	37	21	of	of	ADP
ajgt-4122	37	22	lr	lr	NOUN
ajgt-4122	37	23	-	-	PUNCT
ajgt-4122	37	24	ebf	ebf	NOUN
ajgt-4122	37	25	for	for	ADP
ajgt-4122	37	26	landslide	landslide	NOUN
ajgt-4122	37	27	zonation	zonation	NOUN
ajgt-4122	37	28	in	in	ADP
ajgt-4122	37	29	the	the	DET
ajgt-4122	37	30	same	same	ADJ
ajgt-4122	37	31	region	region	NOUN
ajgt-4122	37	32	.	.	PUNCT
ajgt-4122	38	1	bopche	bopche	PROPN
ajgt-4122	38	2	et	et	PROPN
ajgt-4122	38	3	al	al	PROPN
ajgt-4122	38	4	.	.	PROPN
ajgt-4122	39	1	(	(	PUNCT
ajgt-4122	39	2	2022	2022	NUM
ajgt-4122	39	3	)	)	PUNCT
ajgt-4122	39	4	utilized	utilize	VERB
ajgt-4122	39	5	the	the	DET
ajgt-4122	39	6	weight	weight	NOUN
ajgt-4122	39	7	of	of	ADP
ajgt-4122	39	8	evidence	evidence	NOUN
ajgt-4122	39	9	method	method	NOUN
ajgt-4122	39	10	to	to	PART
ajgt-4122	39	11	create	create	VERB
ajgt-4122	39	12	a	a	DET
ajgt-4122	39	13	landslide	landslide	NOUN
ajgt-4122	39	14	zonation	zonation	NOUN
ajgt-4122	39	15	map	map	NOUN
ajgt-4122	39	16	for	for	ADP
ajgt-4122	39	17	pune	pune	NOUN
ajgt-4122	39	18	district	district	NOUN
ajgt-4122	39	19	,	,	PUNCT
ajgt-4122	39	20	maharashtra	maharashtra	PROPN
ajgt-4122	39	21	,	,	PUNCT
ajgt-4122	39	22	considering	consider	VERB
ajgt-4122	39	23	ten	ten	NUM
ajgt-4122	39	24	conditioning	conditioning	NOUN
ajgt-4122	39	25	factors	factor	NOUN
ajgt-4122	39	26	.	.	PUNCT
ajgt-4122	40	1	tang	tang	PROPN
ajgt-4122	40	2	et	et	PROPN
ajgt-4122	40	3	al	al	PROPN
ajgt-4122	40	4	.	.	PROPN
ajgt-4122	41	1	(	(	PUNCT
ajgt-4122	41	2	2021	2021	NUM
ajgt-4122	41	3	)	)	PUNCT
ajgt-4122	41	4	performed	perform	VERB
ajgt-4122	41	5	a	a	DET
ajgt-4122	41	6	comparative	comparative	ADJ
ajgt-4122	41	7	analysis	analysis	NOUN
ajgt-4122	41	8	between	between	ADP
ajgt-4122	41	9	analytical	analytical	ADJ
ajgt-4122	41	10	hierarchy	hierarchy	NOUN
ajgt-4122	41	11	process	process	NOUN
ajgt-4122	41	12	information	information	NOUN
ajgt-4122	41	13	value	value	NOUN
ajgt-4122	41	14	(	(	PUNCT
ajgt-4122	41	15	ahpiv	ahpiv	NOUN
ajgt-4122	41	16	)	)	PUNCT
ajgt-4122	41	17	and	and	CCONJ
ajgt-4122	41	18	logistic	logistic	ADJ
ajgt-4122	41	19	regression	regression	NOUN
ajgt-4122	41	20	(	(	PUNCT
ajgt-4122	41	21	lr	lr	NOUN
ajgt-4122	41	22	)	)	PUNCT
ajgt-4122	41	23	for	for	ADP
ajgt-4122	41	24	landslide	landslide	NOUN
ajgt-4122	41	25	risk	risk	NOUN
ajgt-4122	41	26	mapping	mapping	NOUN
ajgt-4122	41	27	in	in	ADP
ajgt-4122	41	28	zhushan	zhushan	PROPN
ajgt-4122	41	29	county	county	PROPN
ajgt-4122	41	30	,	,	PUNCT
ajgt-4122	41	31	china	china	PROPN
ajgt-4122	41	32	,	,	PUNCT
ajgt-4122	41	33	incorporating	incorporate	VERB
ajgt-4122	41	34	thirteen	thirteen	NUM
ajgt-4122	41	35	conditioning	conditioning	NOUN
ajgt-4122	41	36	factors	factor	NOUN
ajgt-4122	41	37	.	.	PUNCT
ajgt-4122	42	1	kayastha	kayastha	PROPN
ajgt-4122	42	2	et	et	PROPN
ajgt-4122	42	3	al	al	PROPN
ajgt-4122	42	4	.	.	PROPN
ajgt-4122	43	1	(	(	PUNCT
ajgt-4122	43	2	2013	2013	NUM
ajgt-4122	43	3	)	)	PUNCT
ajgt-4122	43	4	applied	apply	VERB
ajgt-4122	43	5	the	the	DET
ajgt-4122	43	6	analytical	analytical	ADJ
ajgt-4122	43	7	hierarchy	hierarchy	NOUN
ajgt-4122	43	8	process	process	NOUN
ajgt-4122	43	9	(	(	PUNCT
ajgt-4122	43	10	ahp	ahp	NOUN
ajgt-4122	43	11	)	)	PUNCT
ajgt-4122	43	12	for	for	ADP
ajgt-4122	43	13	landslide	landslide	NOUN
ajgt-4122	43	14	zonation	zonation	NOUN
ajgt-4122	43	15	in	in	ADP
ajgt-4122	43	16	the	the	DET
ajgt-4122	43	17	tinau	tinau	NOUN
ajgt-4122	43	18	watershed	watershed	PROPN
ajgt-4122	43	19	,	,	PUNCT
ajgt-4122	43	20	nepal	nepal	ADJ
ajgt-4122	43	21	,	,	PUNCT
ajgt-4122	43	22	focusing	focus	VERB
ajgt-4122	43	23	on	on	ADP
ajgt-4122	43	24	geological	geological	ADJ
ajgt-4122	43	25	,	,	PUNCT
ajgt-4122	43	26	topographical	topographical	ADJ
ajgt-4122	43	27	,	,	PUNCT
ajgt-4122	43	28	and	and	CCONJ
ajgt-4122	43	29	hydrological	hydrological	ADJ
ajgt-4122	43	30	factors	factor	NOUN
ajgt-4122	43	31	.	.	PUNCT
ajgt-4122	44	1	regmi	regmi	VERB
ajgt-4122	44	2	et	et	PROPN
ajgt-4122	44	3	al	al	PROPN
ajgt-4122	44	4	.	.	PROPN
ajgt-4122	45	1	(	(	PUNCT
ajgt-4122	45	2	2014	2014	NUM
ajgt-4122	45	3	)	)	PUNCT
ajgt-4122	45	4	compared	compare	VERB
ajgt-4122	45	5	the	the	DET
ajgt-4122	45	6	weight	weight	NOUN
ajgt-4122	45	7	of	of	ADP
ajgt-4122	45	8	evidence	evidence	NOUN
ajgt-4122	45	9	(	(	PUNCT
ajgt-4122	45	10	woe	woe	NOUN
ajgt-4122	45	11	)	)	PUNCT
ajgt-4122	45	12	and	and	CCONJ
ajgt-4122	45	13	frequency	frequency	NOUN
ajgt-4122	45	14	ratio	ratio	NOUN
ajgt-4122	45	15	(	(	PUNCT
ajgt-4122	45	16	fr	fr	NOUN
ajgt-4122	45	17	)	)	PUNCT
ajgt-4122	45	18	methods	method	NOUN
ajgt-4122	45	19	for	for	ADP
ajgt-4122	45	20	landslide	landslide	NOUN
ajgt-4122	45	21	mapping	mapping	NOUN
ajgt-4122	45	22	in	in	ADP
ajgt-4122	45	23	the	the	DET
ajgt-4122	45	24	bhalubang	bhalubang	NOUN
ajgt-4122	45	25	-	-	PUNCT
ajgt-4122	45	26	shiwapur	shiwapur	PROPN
ajgt-4122	45	27	section	section	NOUN
ajgt-4122	45	28	of	of	ADP
ajgt-4122	45	29	the	the	DET
ajgt-4122	45	30	mahendra	mahendra	PROPN
ajgt-4122	45	31	highway	highway	PROPN
ajgt-4122	45	32	in	in	ADP
ajgt-4122	45	33	western	western	ADJ
ajgt-4122	45	34	nepal	nepal	NOUN
ajgt-4122	45	35	.	.	PUNCT
ajgt-4122	46	1	mondal	mondal	PROPN
ajgt-4122	46	2	et	et	PROPN
ajgt-4122	46	3	al	al	PROPN
ajgt-4122	46	4	.	.	PROPN
ajgt-4122	46	5	(	(	PUNCT
ajgt-4122	46	6	2014	2014	NUM
ajgt-4122	46	7	)	)	PUNCT
ajgt-4122	46	8	integrated	integrate	VERB
ajgt-4122	46	9	the	the	DET
ajgt-4122	46	10	frequency	frequency	NOUN
ajgt-4122	46	11	ratio	ratio	NOUN
ajgt-4122	46	12	(	(	PUNCT
ajgt-4122	46	13	fr	fr	PROPN
ajgt-4122	46	14	)	)	PUNCT
ajgt-4122	46	15	with	with	ADP
ajgt-4122	46	16	the	the	DET
ajgt-4122	46	17	analytical	analytical	ADJ
ajgt-4122	46	18	hierarchy	hierarchy	NOUN
ajgt-4122	46	19	model	model	NOUN
ajgt-4122	46	20	(	(	PUNCT
ajgt-4122	46	21	ahp	ahp	NOUN
ajgt-4122	46	22	)	)	PUNCT
ajgt-4122	46	23	to	to	PART
ajgt-4122	46	24	develop	develop	VERB
ajgt-4122	46	25	a	a	DET
ajgt-4122	46	26	hybrid	hybrid	ADJ
ajgt-4122	46	27	model	model	NOUN
ajgt-4122	46	28	for	for	ADP
ajgt-4122	46	29	landslide	landslide	NOUN
ajgt-4122	46	30	zonation	zonation	NOUN
ajgt-4122	46	31	in	in	ADP
ajgt-4122	46	32	the	the	DET
ajgt-4122	46	33	shiv	shiv	PROPN
ajgt-4122	46	34	-	-	PUNCT
ajgt-4122	46	35	khola	khola	PROPN
ajgt-4122	46	36	watershed	watershed	PROPN
ajgt-4122	46	37	,	,	PUNCT
ajgt-4122	46	38	darjeeling	darjeele	VERB
ajgt-4122	46	39	himalaya	himalaya	PROPN
ajgt-4122	46	40	,	,	PUNCT
ajgt-4122	46	41	based	base	VERB
ajgt-4122	46	42	on	on	ADP
ajgt-4122	46	43	ten	ten	NUM
ajgt-4122	46	44	conditioning	conditioning	NOUN
ajgt-4122	46	45	factors	factor	NOUN
ajgt-4122	46	46	.	.	PUNCT
ajgt-4122	47	1	the	the	DET
ajgt-4122	47	2	advancement	advancement	NOUN
ajgt-4122	47	3	of	of	ADP
ajgt-4122	47	4	machine	machine	NOUN
ajgt-4122	47	5	learning	learn	VERB
ajgt-4122	47	6	techniques	technique	NOUN
ajgt-4122	47	7	,	,	PUNCT
ajgt-4122	47	8	including	include	VERB
ajgt-4122	47	9	support	support	NOUN
ajgt-4122	47	10	vector	vector	NOUN
ajgt-4122	47	11	machines	machine	NOUN
ajgt-4122	47	12	(	(	PUNCT
ajgt-4122	47	13	svm	svm	PROPN
ajgt-4122	47	14	)	)	PUNCT
ajgt-4122	47	15	,	,	PUNCT
ajgt-4122	47	16	random	random	ADJ
ajgt-4122	47	17	forest	forest	NOUN
ajgt-4122	47	18	(	(	PUNCT
ajgt-4122	47	19	rf	rf	NOUN
ajgt-4122	47	20	)	)	PUNCT
ajgt-4122	47	21	,	,	PUNCT
ajgt-4122	47	22	artificial	artificial	ADJ
ajgt-4122	47	23	neural	neural	ADJ
ajgt-4122	47	24	networks	network	NOUN
ajgt-4122	47	25	(	(	PUNCT
ajgt-4122	47	26	ann	ann	PROPN
ajgt-4122	47	27	)	)	PUNCT
ajgt-4122	47	28	,	,	PUNCT
ajgt-4122	47	29	and	and	CCONJ
ajgt-4122	47	30	gradient	gradient	ADJ
ajgt-4122	47	31	boosting	boost	VERB
ajgt-4122	47	32	machines	machine	NOUN
ajgt-4122	47	33	(	(	PUNCT
ajgt-4122	47	34	gbm	gbm	PROPN
ajgt-4122	47	35	)	)	PUNCT
ajgt-4122	47	36	,	,	PUNCT
ajgt-4122	47	37	has	have	AUX
ajgt-4122	47	38	gathered	gather	VERB
ajgt-4122	47	39	significant	significant	ADJ
ajgt-4122	47	40	attention	attention	NOUN
ajgt-4122	47	41	in	in	ADP
ajgt-4122	47	42	recent	recent	ADJ
ajgt-4122	47	43	years	year	NOUN
ajgt-4122	47	44	due	due	ADP
ajgt-4122	47	45	to	to	ADP
ajgt-4122	47	46	their	their	PRON
ajgt-4122	47	47	capacity	capacity	NOUN
ajgt-4122	47	48	to	to	PART
ajgt-4122	47	49	effectively	effectively	ADV
ajgt-4122	47	50	manage	manage	VERB
ajgt-4122	47	51	complex	complex	ADJ
ajgt-4122	47	52	,	,	PUNCT
ajgt-4122	47	53	nonlinear	nonlinear	ADJ
ajgt-4122	47	54	relationships	relationship	NOUN
ajgt-4122	47	55	between	between	ADP
ajgt-4122	47	56	input	input	NOUN
ajgt-4122	47	57	variables	variable	NOUN
ajgt-4122	47	58	and	and	CCONJ
ajgt-4122	47	59	landslide	landslide	NOUN
ajgt-4122	47	60	occurrences	occurrence	NOUN
ajgt-4122	47	61	.	.	PUNCT
ajgt-4122	48	1	these	these	DET
ajgt-4122	48	2	methodologies	methodology	NOUN
ajgt-4122	48	3	frequently	frequently	ADV
ajgt-4122	48	4	demonstrate	demonstrate	VERB
ajgt-4122	48	5	superior	superior	ADJ
ajgt-4122	48	6	performance	performance	NOUN
ajgt-4122	48	7	compared	compare	VERB
ajgt-4122	48	8	to	to	ADP
ajgt-4122	48	9	traditional	traditional	ADJ
ajgt-4122	48	10	statistical	statistical	ADJ
ajgt-4122	48	11	models	model	NOUN
ajgt-4122	48	12	,	,	PUNCT
ajgt-4122	48	13	particularly	particularly	ADV
ajgt-4122	48	14	when	when	SCONJ
ajgt-4122	48	15	applied	apply	VERB
ajgt-4122	48	16	to	to	ADP
ajgt-4122	48	17	large	large	ADJ
ajgt-4122	48	18	and	and	CCONJ
ajgt-4122	48	19	diverse	diverse	ADJ
ajgt-4122	48	20	datasets	dataset	NOUN
ajgt-4122	48	21	.	.	PUNCT
ajgt-4122	49	1	additionally	additionally	ADV
ajgt-4122	49	2	,	,	PUNCT
ajgt-4122	49	3	the	the	DET
ajgt-4122	49	4	emergence	emergence	NOUN
ajgt-4122	49	5	of	of	ADP
ajgt-4122	49	6	hybrid	hybrid	ADJ
ajgt-4122	49	7	models	model	NOUN
ajgt-4122	49	8	that	that	PRON
ajgt-4122	49	9	combine	combine	VERB
ajgt-4122	49	10	statistical	statistical	ADJ
ajgt-4122	49	11	and	and	CCONJ
ajgt-4122	49	12	machine	machine	NOUN
ajgt-4122	49	13	learning	learning	NOUN
ajgt-4122	49	14	approaches	approach	NOUN
ajgt-4122	49	15	has	have	AUX
ajgt-4122	49	16	proven	prove	VERB
ajgt-4122	49	17	beneficial	beneficial	ADJ
ajgt-4122	49	18	,	,	PUNCT
ajgt-4122	49	19	as	as	SCONJ
ajgt-4122	49	20	they	they	PRON
ajgt-4122	49	21	leverage	leverage	VERB
ajgt-4122	49	22	the	the	DET
ajgt-4122	49	23	strengths	strength	NOUN
ajgt-4122	49	24	of	of	ADP
ajgt-4122	49	25	both	both	DET
ajgt-4122	49	26	paradigms	paradigm	NOUN
ajgt-4122	49	27	.	.	PUNCT
ajgt-4122	50	1	kavzoglu	kavzoglu	PROPN
ajgt-4122	50	2	et	et	PROPN
ajgt-4122	50	3	al	al	PROPN
ajgt-4122	50	4	.	.	PROPN
ajgt-4122	51	1	(	(	PUNCT
ajgt-4122	51	2	2013	2013	NUM
ajgt-4122	51	3	)	)	PUNCT
ajgt-4122	51	4	compared	compare	VERB
ajgt-4122	51	5	support	support	NOUN
ajgt-4122	51	6	vector	vector	NOUN
ajgt-4122	51	7	machine	machine	NOUN
ajgt-4122	51	8	(	(	PUNCT
ajgt-4122	51	9	svm	svm	PROPN
ajgt-4122	51	10	)	)	PUNCT
ajgt-4122	51	11	approaches	approach	NOUN
ajgt-4122	51	12	,	,	PUNCT
ajgt-4122	51	13	criteria	criterion	NOUN
ajgt-4122	51	14	decision	decision	NOUN
ajgt-4122	51	15	analysis	analysis	NOUN
ajgt-4122	51	16	,	,	PUNCT
ajgt-4122	51	17	and	and	CCONJ
ajgt-4122	51	18	logistic	logistic	ADJ
ajgt-4122	51	19	regression	regression	NOUN
ajgt-4122	51	20	for	for	ADP
ajgt-4122	51	21	landslide	landslide	NOUN
ajgt-4122	51	22	susceptibility	susceptibility	NOUN
ajgt-4122	51	23	mapping	mapping	NOUN
ajgt-4122	51	24	in	in	ADP
ajgt-4122	51	25	trabzon	trabzon	PROPN
ajgt-4122	51	26	province	province	NOUN
ajgt-4122	51	27	,	,	PUNCT
ajgt-4122	51	28	turkey	turkey	PROPN
ajgt-4122	51	29	.	.	PUNCT
ajgt-4122	52	1	kavzoglu	kavzoglu	PROPN
ajgt-4122	52	2	et	et	PROPN
ajgt-4122	52	3	al	al	PROPN
ajgt-4122	52	4	.	.	PROPN
ajgt-4122	53	1	(	(	PUNCT
ajgt-4122	53	2	2022	2022	NUM
ajgt-4122	53	3	)	)	PUNCT
ajgt-4122	53	4	conducted	conduct	VERB
ajgt-4122	53	5	a	a	DET
ajgt-4122	53	6	comparative	comparative	ADJ
ajgt-4122	53	7	study	study	NOUN
ajgt-4122	53	8	examining	examine	VERB
ajgt-4122	53	9	the	the	DET
ajgt-4122	53	10	efficacy	efficacy	NOUN
ajgt-4122	53	11	of	of	ADP
ajgt-4122	53	12	extreme	extreme	ADJ
ajgt-4122	53	13	gradient	gradient	NOUN
ajgt-4122	53	14	boosting	boost	VERB
ajgt-4122	53	15	(	(	PUNCT
ajgt-4122	53	16	xgboost	xgboost	ADV
ajgt-4122	53	17	)	)	PUNCT
ajgt-4122	53	18	,	,	PUNCT
ajgt-4122	53	19	random	random	ADJ
ajgt-4122	53	20	forest	forest	NOUN
ajgt-4122	53	21	(	(	PUNCT
ajgt-4122	53	22	rf	rf	NOUN
ajgt-4122	53	23	)	)	PUNCT
ajgt-4122	53	24	,	,	PUNCT
ajgt-4122	53	25	and	and	CCONJ
ajgt-4122	53	26	natural	natural	ADJ
ajgt-4122	53	27	gradient	gradient	NOUN
ajgt-4122	53	28	boosting	boost	VERB
ajgt-4122	53	29	(	(	PUNCT
ajgt-4122	53	30	ngboost	ngboost	NOUN
ajgt-4122	53	31	)	)	PUNCT
ajgt-4122	53	32	for	for	ADP
ajgt-4122	53	33	landslide	landslide	NOUN
ajgt-4122	53	34	zonation	zonation	NOUN
ajgt-4122	53	35	mapping	mapping	NOUN
ajgt-4122	53	36	in	in	ADP
ajgt-4122	53	37	trabzon	trabzon	NOUN
ajgt-4122	53	38	province	province	NOUN
ajgt-4122	53	39	,	,	PUNCT
ajgt-4122	53	40	turkey	turkey	PROPN
ajgt-4122	53	41	.	.	PUNCT
ajgt-4122	54	1	park	park	PROPN
ajgt-4122	54	2	et	et	PROPN
ajgt-4122	54	3	al	al	PROPN
ajgt-4122	54	4	.	.	PROPN
ajgt-4122	55	1	(	(	PUNCT
ajgt-4122	55	2	2012	2012	NUM
ajgt-4122	55	3	)	)	PUNCT
ajgt-4122	55	4	performed	perform	VERB
ajgt-4122	55	5	a	a	DET
ajgt-4122	55	6	comparative	comparative	ADJ
ajgt-4122	55	7	analysis	analysis	NOUN
ajgt-4122	55	8	involving	involve	VERB
ajgt-4122	55	9	logistic	logistic	ADJ
ajgt-4122	55	10	regression	regression	NOUN
ajgt-4122	55	11	,	,	PUNCT
ajgt-4122	55	12	frequency	frequency	NOUN
ajgt-4122	55	13	ratio	ratio	NOUN
ajgt-4122	55	14	,	,	PUNCT
ajgt-4122	55	15	artificial	artificial	ADJ
ajgt-4122	55	16	neural	neural	ADJ
ajgt-4122	55	17	networks	network	NOUN
ajgt-4122	55	18	,	,	PUNCT
ajgt-4122	55	19	and	and	CCONJ
ajgt-4122	55	20	the	the	DET
ajgt-4122	55	21	analytical	analytical	ADJ
ajgt-4122	55	22	hierarchy	hierarchy	NOUN
ajgt-4122	55	23	process	process	NOUN
ajgt-4122	55	24	for	for	ADP
ajgt-4122	55	25	landslide	landslide	NOUN
ajgt-4122	55	26	zonation	zonation	NOUN
ajgt-4122	55	27	in	in	ADP
ajgt-4122	55	28	the	the	DET
ajgt-4122	55	29	inje	inje	PROPN
ajgt-4122	55	30	area	area	NOUN
ajgt-4122	55	31	of	of	ADP
ajgt-4122	55	32	korea	korea	PROPN
ajgt-4122	55	33	.	.	PUNCT
ajgt-4122	56	1	additionally	additionally	ADV
ajgt-4122	56	2	,	,	PUNCT
ajgt-4122	56	3	kavzoglu	kavzoglu	PROPN
ajgt-4122	56	4	et	et	PROPN
ajgt-4122	56	5	al	al	PROPN
ajgt-4122	56	6	.	.	PROPN
ajgt-4122	57	1	(	(	PUNCT
ajgt-4122	57	2	2015	2015	NUM
ajgt-4122	57	3	)	)	PUNCT
ajgt-4122	57	4	investigated	investigate	VERB
ajgt-4122	57	5	various	various	ADJ
ajgt-4122	57	6	methodologies	methodology	NOUN
ajgt-4122	57	7	including	include	VERB
ajgt-4122	57	8	logistic	logistic	ADJ
ajgt-4122	57	9	regression	regression	NOUN
ajgt-4122	57	10	(	(	PUNCT
ajgt-4122	57	11	lr	lr	NOUN
ajgt-4122	57	12	)	)	PUNCT
ajgt-4122	57	13	,	,	PUNCT
ajgt-4122	57	14	weight	weight	NOUN
ajgt-4122	57	15	of	of	ADP
ajgt-4122	57	16	evidence	evidence	NOUN
ajgt-4122	57	17	(	(	PUNCT
ajgt-4122	57	18	woe	woe	NOUN
ajgt-4122	57	19	)	)	PUNCT
ajgt-4122	57	20	,	,	PUNCT
ajgt-4122	57	21	support	support	VERB
ajgt-4122	57	22	vector	vector	NOUN
ajgt-4122	57	23	regression	regression	NOUN
ajgt-4122	57	24	(	(	PUNCT
ajgt-4122	57	25	svr	svr	PROPN
ajgt-4122	57	26	)	)	PUNCT
ajgt-4122	57	27	,	,	PUNCT
ajgt-4122	57	28	decision	decision	NOUN
ajgt-4122	57	29	trees	tree	NOUN
ajgt-4122	57	30	(	(	PUNCT
ajgt-4122	57	31	dt	dt	NOUN
ajgt-4122	57	32	)	)	PUNCT
ajgt-4122	57	33	,	,	PUNCT
ajgt-4122	57	34	frequency	frequency	NOUN
ajgt-4122	57	35	ratio	ratio	NOUN
ajgt-4122	57	36	(	(	PUNCT
ajgt-4122	57	37	fr	fr	PROPN
ajgt-4122	57	38	)	)	PUNCT
ajgt-4122	57	39	,	,	PUNCT
ajgt-4122	57	40	and	and	CCONJ
ajgt-4122	57	41	statistical	statistical	ADJ
ajgt-4122	57	42	index	index	NOUN
ajgt-4122	57	43	for	for	ADP
ajgt-4122	57	44	landslide	landslide	NOUN
ajgt-4122	57	45	susceptibility	susceptibility	NOUN
ajgt-4122	57	46	mapping	mapping	NOUN
ajgt-4122	57	47	in	in	ADP
ajgt-4122	57	48	the	the	DET
ajgt-4122	57	49	duzkoy	duzkoy	ADJ
ajgt-4122	57	50	district	district	NOUN
ajgt-4122	57	51	of	of	ADP
ajgt-4122	57	52	turkey	turkey	NOUN
ajgt-4122	57	53	.	.	PUNCT
ajgt-4122	58	1	colkesen	colkesen	NOUN
ajgt-4122	58	2	et	et	PROPN
ajgt-4122	58	3	al	al	PROPN
ajgt-4122	58	4	.	.	PUNCT
ajgt-4122	59	1	(	(	PUNCT
ajgt-4122	59	2	2016	2016	NUM
ajgt-4122	59	3	)	)	PUNCT
ajgt-4122	59	4	conducted	conduct	VERB
ajgt-4122	59	5	a	a	DET
ajgt-4122	59	6	similar	similar	ADJ
ajgt-4122	59	7	comparative	comparative	ADJ
ajgt-4122	59	8	study	study	NOUN
ajgt-4122	59	9	assessing	assess	VERB
ajgt-4122	59	10	the	the	DET
ajgt-4122	59	11	effectiveness	effectiveness	NOUN
ajgt-4122	59	12	of	of	ADP
ajgt-4122	59	13	logistic	logistic	ADJ
ajgt-4122	59	14	regression	regression	NOUN
ajgt-4122	59	15	,	,	PUNCT
ajgt-4122	59	16	kernel	kernel	NOUN
ajgt-4122	59	17	-	-	PUNCT
ajgt-4122	59	18	based	base	VERB
ajgt-4122	59	19	gaussian	gaussian	ADJ
ajgt-4122	59	20	processes	process	NOUN
ajgt-4122	59	21	,	,	PUNCT
ajgt-4122	59	22	and	and	CCONJ
ajgt-4122	59	23	support	support	VERB
ajgt-4122	59	24	vector	vector	NOUN
ajgt-4122	59	25	machines	machine	NOUN
ajgt-4122	59	26	for	for	ADP
ajgt-4122	59	27	landslide	landslide	NOUN
ajgt-4122	59	28	susceptibility	susceptibility	NOUN
ajgt-4122	59	29	mapping	mapping	NOUN
ajgt-4122	59	30	in	in	ADP
ajgt-4122	59	31	the	the	DET
ajgt-4122	59	32	tonya	tonya	PROPN
ajgt-4122	59	33	district	district	PROPN
ajgt-4122	59	34	of	of	ADP
ajgt-4122	59	35	turkey	turkey	PROPN
ajgt-4122	59	36	.	.	PUNCT
ajgt-4122	60	1	pham	pham	PROPN
ajgt-4122	60	2	et	et	PROPN
ajgt-4122	60	3	al	al	PROPN
ajgt-4122	60	4	.	.	PROPN
ajgt-4122	61	1	(	(	PUNCT
ajgt-4122	61	2	2016	2016	NUM
ajgt-4122	61	3	)	)	PUNCT
ajgt-4122	61	4	explored	explore	VERB
ajgt-4122	61	5	multiple	multiple	ADJ
ajgt-4122	61	6	methods	method	NOUN
ajgt-4122	61	7	,	,	PUNCT
ajgt-4122	61	8	including	include	VERB
ajgt-4122	61	9	rotation	rotation	NOUN
ajgt-4122	61	10	forest	forest	NOUN
ajgt-4122	61	11	,	,	PUNCT
ajgt-4122	61	12	random	random	ADJ
ajgt-4122	61	13	forest	forest	NOUN
ajgt-4122	61	14	,	,	PUNCT
ajgt-4122	61	15	bagging	bagging	NOUN
ajgt-4122	61	16	,	,	PUNCT
ajgt-4122	61	17	naïve	naïve	ADJ
ajgt-4122	61	18	bayes	bayes	NOUN
ajgt-4122	61	19	,	,	PUNCT
ajgt-4122	61	20	adaboost	adaboost	ADV
ajgt-4122	61	21	,	,	PUNCT
ajgt-4122	61	22	and	and	CCONJ
ajgt-4122	61	23	multiboost	multiboost	ADJ
ajgt-4122	61	24	,	,	PUNCT
ajgt-4122	61	25	for	for	ADP
ajgt-4122	61	26	landslide	landslide	NOUN
ajgt-4122	61	27	mapping	mapping	NOUN
ajgt-4122	61	28	in	in	ADP
ajgt-4122	61	29	the	the	DET
ajgt-4122	61	30	luc	luc	PROPN
ajgt-4122	61	31	yen	yen	PROPN
ajgt-4122	61	32	district	district	PROPN
ajgt-4122	61	33	of	of	ADP
ajgt-4122	61	34	vietnam	vietnam	PROPN
ajgt-4122	61	35	.	.	PUNCT
ajgt-4122	62	1	kalantar	kalantar	PROPN
ajgt-4122	62	2	et	et	PROPN
ajgt-4122	62	3	al	al	PROPN
ajgt-4122	62	4	.	.	PROPN
ajgt-4122	63	1	(	(	PUNCT
ajgt-4122	63	2	2017	2017	NUM
ajgt-4122	63	3	)	)	PUNCT
ajgt-4122	63	4	compared	compare	VERB
ajgt-4122	63	5	logistic	logistic	ADJ
ajgt-4122	63	6	regression	regression	NOUN
ajgt-4122	63	7	,	,	PUNCT
ajgt-4122	63	8	support	support	VERB
ajgt-4122	63	9	vector	vector	NOUN
ajgt-4122	63	10	machines	machine	NOUN
ajgt-4122	63	11	,	,	PUNCT
ajgt-4122	63	12	and	and	CCONJ
ajgt-4122	63	13	artificial	artificial	ADJ
ajgt-4122	63	14	neural	neural	ADJ
ajgt-4122	63	15	networks	network	NOUN
ajgt-4122	63	16	for	for	ADP
ajgt-4122	63	17	landslide	landslide	NOUN
ajgt-4122	63	18	zonation	zonation	NOUN
ajgt-4122	63	19	in	in	ADP
ajgt-4122	63	20	mazandaran	mazandaran	PROPN
ajgt-4122	63	21	province	province	PROPN
ajgt-4122	63	22	,	,	PUNCT
ajgt-4122	63	23	iran	iran	PROPN
ajgt-4122	63	24	.	.	PUNCT
ajgt-4122	64	1	park	park	PROPN
ajgt-4122	64	2	et	et	PROPN
ajgt-4122	64	3	al	al	PROPN
ajgt-4122	64	4	.	.	PROPN
ajgt-4122	65	1	(	(	PUNCT
ajgt-4122	65	2	2019	2019	NUM
ajgt-4122	65	3	)	)	PUNCT
ajgt-4122	65	4	conducted	conduct	VERB
ajgt-4122	65	5	a	a	DET
ajgt-4122	65	6	comparative	comparative	ADJ
ajgt-4122	65	7	analysis	analysis	NOUN
ajgt-4122	65	8	of	of	ADP
ajgt-4122	65	9	boosted	boost	VERB
ajgt-4122	65	10	regression	regression	NOUN
ajgt-4122	65	11	trees	tree	NOUN
ajgt-4122	65	12	and	and	CCONJ
ajgt-4122	65	13	random	random	ADJ
ajgt-4122	65	14	forests	forest	NOUN
ajgt-4122	65	15	for	for	ADP
ajgt-4122	65	16	landslide	landslide	NOUN
ajgt-4122	65	17	zonation	zonation	NOUN
ajgt-4122	65	18	in	in	ADP
ajgt-4122	65	19	the	the	DET
ajgt-4122	65	20	woomyeon	woomyeon	PROPN
ajgt-4122	65	21	mountain	mountain	NOUN
ajgt-4122	65	22	region	region	NOUN
ajgt-4122	65	23	of	of	ADP
ajgt-4122	65	24	south	south	PROPN
ajgt-4122	65	25	korea	korea	PROPN
ajgt-4122	65	26	.	.	PUNCT
ajgt-4122	66	1	hong	hong	PROPN
ajgt-4122	66	2	et	et	PROPN
ajgt-4122	66	3	al	al	PROPN
ajgt-4122	66	4	.	.	PROPN
ajgt-4122	67	1	(	(	PUNCT
ajgt-4122	67	2	2020	2020	NUM
ajgt-4122	67	3	)	)	PUNCT
ajgt-4122	67	4	examined	examine	VERB
ajgt-4122	67	5	ensemble	ensemble	ADJ
ajgt-4122	67	6	methods	method	NOUN
ajgt-4122	67	7	,	,	PUNCT
ajgt-4122	67	8	specifically	specifically	ADV
ajgt-4122	67	9	forest	forest	VERB
ajgt-4122	67	10	by	by	ADP
ajgt-4122	67	11	penalizing	penalize	VERB
ajgt-4122	67	12	attributes	attribute	NOUN
ajgt-4122	67	13	(	(	PUNCT
ajgt-4122	67	14	fpa	fpa	PROPN
ajgt-4122	67	15	)	)	PUNCT
ajgt-4122	67	16	in	in	ADP
ajgt-4122	67	17	conjunction	conjunction	NOUN
ajgt-4122	67	18	with	with	ADP
ajgt-4122	67	19	bagging	bagging	NOUN
ajgt-4122	67	20	and	and	CCONJ
ajgt-4122	67	21	logitboost	logitboost	NOUN
ajgt-4122	67	22	alternating	alternate	VERB
ajgt-4122	67	23	decision	decision	NOUN
ajgt-4122	67	24	trees	tree	NOUN
ajgt-4122	67	25	(	(	PUNCT
ajgt-4122	67	26	ladt	ladt	NOUN
ajgt-4122	67	27	)	)	PUNCT
ajgt-4122	67	28	with	with	ADP
ajgt-4122	67	29	bagging	bagging	NOUN
ajgt-4122	67	30	,	,	PUNCT
ajgt-4122	67	31	for	for	ADP
ajgt-4122	67	32	landslide	landslide	NOUN
ajgt-4122	67	33	zonation	zonation	NOUN
ajgt-4122	67	34	in	in	ADP
ajgt-4122	67	35	the	the	DET
ajgt-4122	67	36	youfanggou	youfanggou	NOUN
ajgt-4122	67	37	district	district	PROPN
ajgt-4122	67	38	of	of	ADP
ajgt-4122	67	39	china	china	PROPN
ajgt-4122	67	40	.	.	PUNCT
ajgt-4122	68	1	furthermore	furthermore	ADV
ajgt-4122	68	2	,	,	PUNCT
ajgt-4122	68	3	support	support	VERB
ajgt-4122	68	4	vector	vector	NOUN
ajgt-4122	68	5	machines	machine	NOUN
ajgt-4122	68	6	were	be	AUX
ajgt-4122	68	7	utilized	utilize	VERB
ajgt-4122	68	8	to	to	PART
ajgt-4122	68	9	analyze	analyze	VERB
ajgt-4122	68	10	the	the	DET
ajgt-4122	68	11	predictive	predictive	ADJ
ajgt-4122	68	12	capability	capability	NOUN
ajgt-4122	68	13	of	of	ADP
ajgt-4122	68	14	conditioning	conditioning	NOUN
ajgt-4122	68	15	factors	factor	NOUN
ajgt-4122	68	16	within	within	ADP
ajgt-4122	68	17	this	this	DET
ajgt-4122	68	18	context	context	NOUN
ajgt-4122	68	19	.	.	PUNCT
ajgt-4122	69	1	karakas	karakas	PROPN
ajgt-4122	69	2	et	et	PROPN
ajgt-4122	69	3	al	al	PROPN
ajgt-4122	69	4	.	.	PROPN
ajgt-4122	70	1	(	(	PUNCT
ajgt-4122	70	2	2022	2022	NUM
ajgt-4122	70	3	)	)	PUNCT
ajgt-4122	70	4	conducted	conduct	VERB
ajgt-4122	70	5	a	a	DET
ajgt-4122	70	6	comparative	comparative	ADJ
ajgt-4122	70	7	study	study	NOUN
ajgt-4122	70	8	between	between	ADP
ajgt-4122	70	9	multilayer	multilayer	PROPN
ajgt-4122	70	10	perceptron	perceptron	PROPN
ajgt-4122	70	11	(	(	PUNCT
ajgt-4122	70	12	mlp	mlp	PROPN
ajgt-4122	70	13	)	)	PUNCT
ajgt-4122	70	14	and	and	CCONJ
ajgt-4122	70	15	random	random	ADJ
ajgt-4122	70	16	forest	forest	NOUN
ajgt-4122	70	17	methods	method	NOUN
ajgt-4122	70	18	for	for	ADP
ajgt-4122	70	19	landslide	landslide	NOUN
ajgt-4122	70	20	zonation	zonation	NOUN
ajgt-4122	70	21	in	in	ADP
ajgt-4122	70	22	elazig	elazig	PROPN
ajgt-4122	70	23	,	,	PUNCT
ajgt-4122	70	24	turkey	turkey	PROPN
ajgt-4122	70	25	.	.	PUNCT
ajgt-4122	71	1	recent	recent	ADJ
ajgt-4122	71	2	studies	study	NOUN
ajgt-4122	71	3	in	in	ADP
ajgt-4122	71	4	the	the	DET
ajgt-4122	71	5	literature	literature	NOUN
ajgt-4122	71	6	predominantly	predominantly	ADV
ajgt-4122	71	7	focus	focus	VERB
ajgt-4122	71	8	on	on	ADP
ajgt-4122	71	9	mitigating	mitigate	VERB
ajgt-4122	71	10	landslide	landslide	NOUN
ajgt-4122	71	11	risk	risk	NOUN
ajgt-4122	71	12	by	by	ADP
ajgt-4122	71	13	identifying	identify	VERB
ajgt-4122	71	14	zones	zone	NOUN
ajgt-4122	71	15	susceptible	susceptible	ADJ
ajgt-4122	71	16	to	to	ADP
ajgt-4122	71	17	such	such	ADJ
ajgt-4122	71	18	events	event	NOUN
ajgt-4122	71	19	,	,	PUNCT
ajgt-4122	71	20	primarily	primarily	ADV
ajgt-4122	71	21	through	through	ADP
ajgt-4122	71	22	the	the	DET
ajgt-4122	71	23	comparison	comparison	NOUN
ajgt-4122	71	24	of	of	ADP
ajgt-4122	71	25	various	various	ADJ
ajgt-4122	71	26	statistical	statistical	ADJ
ajgt-4122	71	27	and	and	CCONJ
ajgt-4122	71	28	machine	machine	NOUN
ajgt-4122	71	29	learning	learning	NOUN
ajgt-4122	71	30	models	model	NOUN
ajgt-4122	71	31	.	.	PUNCT
ajgt-4122	72	1	these	these	DET
ajgt-4122	72	2	studies	study	NOUN
ajgt-4122	72	3	underscore	underscore	VERB
ajgt-4122	72	4	the	the	DET
ajgt-4122	72	5	significance	significance	NOUN
ajgt-4122	72	6	of	of	ADP
ajgt-4122	72	7	selecting	select	VERB
ajgt-4122	72	8	appropriate	appropriate	ADJ
ajgt-4122	72	9	algorithms	algorithm	NOUN
ajgt-4122	72	10	and	and	CCONJ
ajgt-4122	72	11	feature	feature	NOUN
ajgt-4122	72	12	sets	set	NOUN
ajgt-4122	72	13	to	to	PART
ajgt-4122	72	14	generate	generate	VERB
ajgt-4122	72	15	accurate	accurate	ADJ
ajgt-4122	72	16	susceptibility	susceptibility	NOUN
ajgt-4122	72	17	maps	map	NOUN
ajgt-4122	72	18	.	.	PUNCT
ajgt-4122	73	1	furthermore	furthermore	ADV
ajgt-4122	73	2	,	,	PUNCT
ajgt-4122	73	3	a	a	DET
ajgt-4122	73	4	considerable	considerable	ADJ
ajgt-4122	73	5	number	number	NOUN
ajgt-4122	73	6	of	of	ADP
ajgt-4122	73	7	researchers	researcher	NOUN
ajgt-4122	73	8	have	have	AUX
ajgt-4122	73	9	examined	examine	VERB
ajgt-4122	73	10	the	the	DET
ajgt-4122	73	11	variation	variation	NOUN
ajgt-4122	73	12	of	of	ADP
ajgt-4122	73	13	hyperparameters	hyperparameter	NOUN
ajgt-4122	73	14	in	in	ADP
ajgt-4122	73	15	both	both	CCONJ
ajgt-4122	73	16	standalone	standalone	ADJ
ajgt-4122	73	17	and	and	CCONJ
ajgt-4122	73	18	ensemble	ensemble	ADJ
ajgt-4122	73	19	models	model	NOUN
ajgt-4122	73	20	.	.	PUNCT
ajgt-4122	74	1	however	however	ADV
ajgt-4122	74	2	,	,	PUNCT
ajgt-4122	74	3	a	a	DET
ajgt-4122	74	4	critical	critical	ADJ
ajgt-4122	74	5	gap	gap	NOUN
ajgt-4122	74	6	exists	exist	VERB
ajgt-4122	74	7	in	in	ADP
ajgt-4122	74	8	the	the	DET
ajgt-4122	74	9	existing	exist	VERB
ajgt-4122	74	10	literature	literature	NOUN
ajgt-4122	74	11	regarding	regard	VERB
ajgt-4122	74	12	the	the	DET
ajgt-4122	74	13	impact	impact	NOUN
ajgt-4122	74	14	of	of	ADP
ajgt-4122	74	15	hyperparameter	hyperparameter	NOUN
ajgt-4122	74	16	variations	variation	NOUN
ajgt-4122	74	17	on	on	ADP
ajgt-4122	74	18	the	the	DET
ajgt-4122	74	19	performance	performance	NOUN
ajgt-4122	74	20	of	of	ADP
ajgt-4122	74	21	neural	neural	ADJ
ajgt-4122	74	22	networks	network	NOUN
ajgt-4122	74	23	.	.	PUNCT
ajgt-4122	75	1	this	this	DET
ajgt-4122	75	2	area	area	NOUN
ajgt-4122	75	3	has	have	AUX
ajgt-4122	75	4	been	be	AUX
ajgt-4122	75	5	inadequately	inadequately	ADV
ajgt-4122	75	6	addressed	address	VERB
ajgt-4122	75	7	,	,	PUNCT
ajgt-4122	75	8	leading	lead	VERB
ajgt-4122	75	9	to	to	ADP
ajgt-4122	75	10	the	the	DET
ajgt-4122	75	11	potential	potential	NOUN
ajgt-4122	75	12	for	for	ADP
ajgt-4122	75	13	suboptimal	suboptimal	ADJ
ajgt-4122	75	14	models	model	NOUN
ajgt-4122	75	15	that	that	PRON
ajgt-4122	75	16	may	may	AUX
ajgt-4122	75	17	either	either	CCONJ
ajgt-4122	75	18	overfit	overfit	VERB
ajgt-4122	75	19	the	the	DET
ajgt-4122	75	20	training	training	NOUN
ajgt-4122	75	21	data	datum	NOUN
ajgt-4122	75	22	or	or	CCONJ
ajgt-4122	75	23	fail	fail	VERB
ajgt-4122	75	24	to	to	PART
ajgt-4122	75	25	effectively	effectively	ADV
ajgt-4122	75	26	capture	capture	VERB
ajgt-4122	75	27	the	the	DET
ajgt-4122	75	28	underlying	underlie	VERB
ajgt-4122	75	29	patterns	pattern	NOUN
ajgt-4122	75	30	within	within	ADP
ajgt-4122	75	31	the	the	DET
ajgt-4122	75	32	dataset	dataset	NOUN
ajgt-4122	75	33	.	.	PUNCT
ajgt-4122	76	1	additionally	additionally	ADV
ajgt-4122	76	2	,	,	PUNCT
ajgt-4122	76	3	the	the	DET
ajgt-4122	76	4	absence	absence	NOUN
ajgt-4122	76	5	of	of	ADP
ajgt-4122	76	6	comprehensive	comprehensive	ADJ
ajgt-4122	76	7	analysis	analysis	NOUN
ajgt-4122	76	8	concerning	concern	VERB
ajgt-4122	76	9	hyperparameter	hyperparameter	NOUN
ajgt-4122	76	10	settings	setting	NOUN
ajgt-4122	76	11	complicates	complicate	VERB
ajgt-4122	76	12	the	the	DET
ajgt-4122	76	13	assessment	assessment	NOUN
ajgt-4122	76	14	of	of	ADP
ajgt-4122	76	15	different	different	ADJ
ajgt-4122	76	16	models	model	NOUN
ajgt-4122	76	17	’	'	PUNCT
ajgt-4122	76	18	true	true	ADJ
ajgt-4122	76	19	capabilities	capability	NOUN
ajgt-4122	76	20	or	or	CCONJ
ajgt-4122	76	21	their	their	PRON
ajgt-4122	76	22	suitability	suitability	NOUN
ajgt-4122	76	23	for	for	ADP
ajgt-4122	76	24	specific	specific	ADJ
ajgt-4122	76	25	datasets	dataset	NOUN
ajgt-4122	76	26	and	and	CCONJ
ajgt-4122	76	27	geographical	geographical	ADJ
ajgt-4122	76	28	contexts	contexts	NOUN
ajgt-4122	76	29	.	.	PUNCT
ajgt-4122	77	1	in	in	ADP
ajgt-4122	77	2	response	response	NOUN
ajgt-4122	77	3	to	to	ADP
ajgt-4122	77	4	this	this	DET
ajgt-4122	77	5	gap	gap	NOUN
ajgt-4122	77	6	,	,	PUNCT
ajgt-4122	77	7	the	the	DET
ajgt-4122	77	8	present	present	ADJ
ajgt-4122	77	9	study	study	NOUN
ajgt-4122	77	10	utilizes	utilize	VERB
ajgt-4122	77	11	a	a	DET
ajgt-4122	77	12	multi	multi	ADJ
ajgt-4122	77	13	-	-	ADJ
ajgt-4122	77	14	layer	layer	ADJ
ajgt-4122	77	15	perceptron	perceptron	PROPN
ajgt-4122	77	16	neural	neural	ADJ
ajgt-4122	77	17	network	network	NOUN
ajgt-4122	77	18	(	(	PUNCT
ajgt-4122	77	19	mlpnn	mlpnn	PROPN
ajgt-4122	77	20	)	)	PUNCT
ajgt-4122	77	21	to	to	PART
ajgt-4122	77	22	investigate	investigate	VERB
ajgt-4122	77	23	how	how	SCONJ
ajgt-4122	77	24	variations	variation	NOUN
ajgt-4122	77	25	in	in	ADP
ajgt-4122	77	26	activation	activation	NOUN
ajgt-4122	77	27	functions	function	NOUN
ajgt-4122	77	28	—	—	PUNCT
ajgt-4122	77	29	namely	namely	ADV
ajgt-4122	77	30	‘	'	PUNCT
ajgt-4122	77	31	relu	relu	NOUN
ajgt-4122	77	32	’	'	PUNCT
ajgt-4122	77	33	,	,	PUNCT
ajgt-4122	77	34	‘	'	PUNCT
ajgt-4122	77	35	logistic	logistic	ADJ
ajgt-4122	77	36	’	'	PUNCT
ajgt-4122	77	37	,	,	PUNCT
ajgt-4122	77	38	‘	'	PUNCT
ajgt-4122	77	39	identity	identity	NOUN
ajgt-4122	77	40	’	'	PUNCT
ajgt-4122	77	41	,	,	PUNCT
ajgt-4122	77	42	and	and	CCONJ
ajgt-4122	77	43	‘	'	PUNCT
ajgt-4122	77	44	tanh’—influence	tanh’—influence	NOUN
ajgt-4122	77	45	model	model	NOUN
ajgt-4122	77	46	performance	performance	NOUN
ajgt-4122	77	47	.	.	PUNCT
ajgt-4122	78	1	this	this	DET
ajgt-4122	78	2	examination	examination	NOUN
ajgt-4122	78	3	of	of	ADP
ajgt-4122	78	4	hyperparameter	hyperparameter	NOUN
ajgt-4122	78	5	variations	variation	NOUN
ajgt-4122	78	6	aims	aim	VERB
ajgt-4122	78	7	to	to	PART
ajgt-4122	78	8	provide	provide	VERB
ajgt-4122	78	9	valuable	valuable	ADJ
ajgt-4122	78	10	insights	insight	NOUN
ajgt-4122	78	11	into	into	ADP
ajgt-4122	78	12	the	the	DET
ajgt-4122	78	13	robustness	robustness	NOUN
ajgt-4122	78	14	and	and	CCONJ
ajgt-4122	78	15	stability	stability	NOUN
ajgt-4122	78	16	of	of	ADP
ajgt-4122	78	17	the	the	DET
ajgt-4122	78	18	models	model	NOUN
ajgt-4122	78	19	.	.	PUNCT
ajgt-4122	79	1	such	such	ADJ
ajgt-4122	79	2	analyses	analysis	NOUN
ajgt-4122	79	3	are	be	AUX
ajgt-4122	79	4	essential	essential	ADJ
ajgt-4122	79	5	for	for	ADP
ajgt-4122	79	6	the	the	DET
ajgt-4122	79	7	development	development	NOUN
ajgt-4122	79	8	pa	pa	PROPN
ajgt-4122	79	9	ge	ge	PROPN
ajgt-4122	79	10	13	13	NUM
ajgt-4122	79	11	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-4122	79	12	am	be	AUX
ajgt-4122	79	13	.	.	PUNCT
ajgt-4122	80	1	j.	j.	PROPN
ajgt-4122	80	2	geo	geo	PROPN
ajgt-4122	80	3	spat	spat	PROPN
ajgt-4122	80	4	.	.	PUNCT
ajgt-4122	81	1	technol	technol	PROPN
ajgt-4122	81	2	.	.	PUNCT
ajgt-4122	82	1	4(1	4(1	NOUN
ajgt-4122	82	2	)	)	PUNCT
ajgt-4122	83	1	11	11	NUM
ajgt-4122	83	2	-	-	SYM
ajgt-4122	83	3	21	21	NUM
ajgt-4122	83	4	,	,	PUNCT
ajgt-4122	83	5	2025	2025	NUM
ajgt-4122	83	6	of	of	ADP
ajgt-4122	83	7	reliable	reliable	ADJ
ajgt-4122	83	8	models	model	NOUN
ajgt-4122	83	9	that	that	PRON
ajgt-4122	83	10	can	can	AUX
ajgt-4122	83	11	be	be	AUX
ajgt-4122	83	12	utilized	utilize	VERB
ajgt-4122	83	13	effectively	effectively	ADV
ajgt-4122	83	14	in	in	ADP
ajgt-4122	83	15	realworld	realworld	PROPN
ajgt-4122	83	16	environments	environment	NOUN
ajgt-4122	83	17	,	,	PUNCT
ajgt-4122	83	18	where	where	SCONJ
ajgt-4122	83	19	data	datum	NOUN
ajgt-4122	83	20	availability	availability	NOUN
ajgt-4122	83	21	and	and	CCONJ
ajgt-4122	83	22	quality	quality	NOUN
ajgt-4122	83	23	may	may	AUX
ajgt-4122	83	24	vary	vary	VERB
ajgt-4122	83	25	significantly	significantly	ADV
ajgt-4122	83	26	.	.	PUNCT
ajgt-4122	84	1	the	the	DET
ajgt-4122	84	2	performance	performance	NOUN
ajgt-4122	84	3	evaluation	evaluation	NOUN
ajgt-4122	84	4	will	will	AUX
ajgt-4122	84	5	be	be	AUX
ajgt-4122	84	6	conducted	conduct	VERB
ajgt-4122	84	7	utilizing	utilize	VERB
ajgt-4122	84	8	roc	roc	PROPN
ajgt-4122	84	9	and	and	CCONJ
ajgt-4122	84	10	kappa	kappa	ADJ
ajgt-4122	84	11	metrics	metric	NOUN
ajgt-4122	84	12	,	,	PUNCT
ajgt-4122	84	13	which	which	PRON
ajgt-4122	84	14	will	will	AUX
ajgt-4122	84	15	facilitate	facilitate	VERB
ajgt-4122	84	16	objective	objective	ADJ
ajgt-4122	84	17	and	and	CCONJ
ajgt-4122	84	18	comprehensive	comprehensive	ADJ
ajgt-4122	84	19	comparisons	comparison	NOUN
ajgt-4122	84	20	among	among	ADP
ajgt-4122	84	21	the	the	DET
ajgt-4122	84	22	methods	method	NOUN
ajgt-4122	84	23	employed	employ	VERB
ajgt-4122	84	24	.	.	PUNCT
ajgt-4122	85	1	this	this	DET
ajgt-4122	85	2	approach	approach	NOUN
ajgt-4122	85	3	is	be	AUX
ajgt-4122	85	4	expected	expect	VERB
ajgt-4122	85	5	to	to	PART
ajgt-4122	85	6	enhance	enhance	VERB
ajgt-4122	85	7	the	the	DET
ajgt-4122	85	8	understanding	understanding	NOUN
ajgt-4122	85	9	of	of	ADP
ajgt-4122	85	10	model	model	NOUN
ajgt-4122	85	11	behavior	behavior	NOUN
ajgt-4122	85	12	and	and	CCONJ
ajgt-4122	85	13	contribute	contribute	VERB
ajgt-4122	85	14	to	to	ADP
ajgt-4122	85	15	the	the	DET
ajgt-4122	85	16	advancement	advancement	NOUN
ajgt-4122	85	17	of	of	ADP
ajgt-4122	85	18	effective	effective	ADJ
ajgt-4122	85	19	solutions	solution	NOUN
ajgt-4122	85	20	in	in	ADP
ajgt-4122	85	21	landslide	landslide	NOUN
ajgt-4122	85	22	risk	risk	NOUN
ajgt-4122	85	23	management	management	NOUN
ajgt-4122	85	24	.	.	PUNCT
ajgt-4122	86	1	materials	material	NOUN
ajgt-4122	86	2	and	and	CCONJ
ajgt-4122	86	3	methods	method	NOUN
ajgt-4122	86	4	study	study	PROPN
ajgt-4122	86	5	area	area	PROPN
ajgt-4122	86	6	sikkim	sikkim	PROPN
ajgt-4122	86	7	,	,	PUNCT
ajgt-4122	86	8	a	a	DET
ajgt-4122	86	9	small	small	ADJ
ajgt-4122	86	10	yet	yet	CCONJ
ajgt-4122	86	11	vital	vital	ADJ
ajgt-4122	86	12	state	state	NOUN
ajgt-4122	86	13	nestled	nestle	VERB
ajgt-4122	86	14	in	in	ADP
ajgt-4122	86	15	the	the	DET
ajgt-4122	86	16	north	north	NOUN
ajgt-4122	86	17	-	-	PUNCT
ajgt-4122	86	18	eastern	eastern	ADJ
ajgt-4122	86	19	himalayas	himalayas	PROPN
ajgt-4122	86	20	of	of	ADP
ajgt-4122	86	21	india	india	PROPN
ajgt-4122	86	22	,	,	PUNCT
ajgt-4122	86	23	spans	span	VERB
ajgt-4122	86	24	7,096	7,096	NUM
ajgt-4122	86	25	square	square	ADJ
ajgt-4122	86	26	kilometers	kilometer	NOUN
ajgt-4122	86	27	of	of	ADP
ajgt-4122	86	28	striking	striking	ADJ
ajgt-4122	86	29	and	and	CCONJ
ajgt-4122	86	30	diverse	diverse	ADJ
ajgt-4122	86	31	landscapes	landscape	NOUN
ajgt-4122	86	32	.	.	PUNCT
ajgt-4122	87	1	featuring	feature	VERB
ajgt-4122	87	2	a	a	DET
ajgt-4122	87	3	young	young	ADJ
ajgt-4122	87	4	mountain	mountain	NOUN
ajgt-4122	87	5	system	system	NOUN
ajgt-4122	87	6	,	,	PUNCT
ajgt-4122	87	7	the	the	DET
ajgt-4122	87	8	region	region	NOUN
ajgt-4122	87	9	boasts	boast	VERB
ajgt-4122	87	10	an	an	DET
ajgt-4122	87	11	array	array	NOUN
ajgt-4122	87	12	of	of	ADP
ajgt-4122	87	13	geological	geological	ADJ
ajgt-4122	87	14	wonders	wonder	NOUN
ajgt-4122	87	15	while	while	SCONJ
ajgt-4122	87	16	also	also	ADV
ajgt-4122	87	17	presenting	present	VERB
ajgt-4122	87	18	challenges	challenge	NOUN
ajgt-4122	87	19	due	due	ADP
ajgt-4122	87	20	to	to	ADP
ajgt-4122	87	21	its	its	PRON
ajgt-4122	87	22	susceptibility	susceptibility	NOUN
ajgt-4122	87	23	to	to	ADP
ajgt-4122	87	24	landslides	landslide	NOUN
ajgt-4122	87	25	and	and	CCONJ
ajgt-4122	87	26	seismic	seismic	ADJ
ajgt-4122	87	27	activity	activity	NOUN
ajgt-4122	87	28	(	(	PUNCT
ajgt-4122	87	29	figure	figure	NOUN
ajgt-4122	87	30	1	1	NUM
ajgt-4122	87	31	)	)	PUNCT
ajgt-4122	87	32	.	.	PUNCT
ajgt-4122	88	1	the	the	DET
ajgt-4122	88	2	vibrant	vibrant	ADJ
ajgt-4122	88	3	capital	capital	NOUN
ajgt-4122	88	4	,	,	PUNCT
ajgt-4122	88	5	gangtok	gangtok	NOUN
ajgt-4122	88	6	,	,	PUNCT
ajgt-4122	88	7	serves	serve	VERB
ajgt-4122	88	8	as	as	ADP
ajgt-4122	88	9	a	a	DET
ajgt-4122	88	10	central	central	ADJ
ajgt-4122	88	11	hub	hub	NOUN
ajgt-4122	88	12	for	for	ADP
ajgt-4122	88	13	exploring	explore	VERB
ajgt-4122	88	14	a	a	DET
ajgt-4122	88	15	remarkable	remarkable	ADJ
ajgt-4122	88	16	range	range	NOUN
ajgt-4122	88	17	of	of	ADP
ajgt-4122	88	18	elevations	elevation	NOUN
ajgt-4122	88	19	from	from	ADP
ajgt-4122	88	20	300	300	NUM
ajgt-4122	88	21	to	to	PART
ajgt-4122	88	22	8,000	8,000	NUM
ajgt-4122	88	23	meters	meter	NOUN
ajgt-4122	88	24	above	above	ADP
ajgt-4122	88	25	sea	sea	NOUN
ajgt-4122	88	26	level	level	NOUN
ajgt-4122	88	27	,	,	PUNCT
ajgt-4122	88	28	with	with	ADP
ajgt-4122	88	29	66	66	NUM
ajgt-4122	88	30	%	%	NOUN
ajgt-4122	88	31	of	of	ADP
ajgt-4122	88	32	the	the	DET
ajgt-4122	88	33	state	state	NOUN
ajgt-4122	88	34	’s	’s	PART
ajgt-4122	88	35	terrain	terrain	NOUN
ajgt-4122	88	36	being	be	AUX
ajgt-4122	88	37	mountainous	mountainous	ADJ
ajgt-4122	88	38	and	and	CCONJ
ajgt-4122	88	39	often	often	ADV
ajgt-4122	88	40	capped	cap	VERB
ajgt-4122	88	41	with	with	ADP
ajgt-4122	88	42	snow	snow	NOUN
ajgt-4122	88	43	.	.	PUNCT
ajgt-4122	89	1	the	the	DET
ajgt-4122	89	2	climate	climate	NOUN
ajgt-4122	89	3	of	of	ADP
ajgt-4122	89	4	sikkim	sikkim	PROPN
ajgt-4122	89	5	is	be	AUX
ajgt-4122	89	6	uniquely	uniquely	ADV
ajgt-4122	89	7	varied	varied	ADJ
ajgt-4122	89	8	,	,	PUNCT
ajgt-4122	89	9	transitioning	transition	VERB
ajgt-4122	89	10	from	from	ADP
ajgt-4122	89	11	tropical	tropical	ADJ
ajgt-4122	89	12	to	to	PART
ajgt-4122	89	13	alpine	alpine	VERB
ajgt-4122	89	14	,	,	PUNCT
ajgt-4122	89	15	which	which	PRON
ajgt-4122	89	16	fosters	foster	VERB
ajgt-4122	89	17	an	an	DET
ajgt-4122	89	18	extraordinary	extraordinary	ADJ
ajgt-4122	89	19	ecosystem	ecosystem	NOUN
ajgt-4122	89	20	.	.	PUNCT
ajgt-4122	90	1	notably	notably	ADV
ajgt-4122	90	2	,	,	PUNCT
ajgt-4122	90	3	rainfall	rainfall	NOUN
ajgt-4122	90	4	in	in	ADP
ajgt-4122	90	5	gangtok	gangtok	NOUN
ajgt-4122	90	6	is	be	AUX
ajgt-4122	90	7	substantial	substantial	ADJ
ajgt-4122	90	8	at	at	ADP
ajgt-4122	90	9	3,494	3,494	NUM
ajgt-4122	90	10	mm	mm	NOUN
ajgt-4122	90	11	,	,	PUNCT
ajgt-4122	90	12	in	in	ADP
ajgt-4122	90	13	stark	stark	ADJ
ajgt-4122	90	14	contrast	contrast	NOUN
ajgt-4122	90	15	to	to	ADP
ajgt-4122	90	16	the	the	DET
ajgt-4122	90	17	minimal	minimal	ADJ
ajgt-4122	90	18	82	82	NUM
ajgt-4122	90	19	mm	mm	NOUN
ajgt-4122	90	20	in	in	ADP
ajgt-4122	90	21	thangu	thangu	PROPN
ajgt-4122	90	22	.	.	PUNCT
ajgt-4122	91	1	this	this	DET
ajgt-4122	91	2	climatic	climatic	ADJ
ajgt-4122	91	3	diversity	diversity	NOUN
ajgt-4122	91	4	supports	support	VERB
ajgt-4122	91	5	a	a	DET
ajgt-4122	91	6	rich	rich	ADJ
ajgt-4122	91	7	tapestry	tapestry	NOUN
ajgt-4122	91	8	of	of	ADP
ajgt-4122	91	9	life	life	NOUN
ajgt-4122	91	10	,	,	PUNCT
ajgt-4122	91	11	contributing	contribute	VERB
ajgt-4122	91	12	to	to	ADP
ajgt-4122	91	13	sikkim	sikkim	PROPN
ajgt-4122	91	14	’s	’s	PART
ajgt-4122	91	15	multi	multi	ADJ
ajgt-4122	91	16	-	-	ADJ
ajgt-4122	91	17	ethnic	ethnic	ADJ
ajgt-4122	91	18	population	population	NOUN
ajgt-4122	91	19	and	and	CCONJ
ajgt-4122	91	20	vibrant	vibrant	ADJ
ajgt-4122	91	21	cultural	cultural	ADJ
ajgt-4122	91	22	heritage	heritage	NOUN
ajgt-4122	91	23	.	.	PUNCT
ajgt-4122	92	1	as	as	ADP
ajgt-4122	92	2	of	of	ADP
ajgt-4122	92	3	2011	2011	NUM
ajgt-4122	92	4	,	,	PUNCT
ajgt-4122	92	5	the	the	DET
ajgt-4122	92	6	state	state	NOUN
ajgt-4122	92	7	represented	represent	VERB
ajgt-4122	92	8	less	less	ADJ
ajgt-4122	92	9	than	than	ADP
ajgt-4122	92	10	0.05	0.05	NUM
ajgt-4122	92	11	%	%	NOUN
ajgt-4122	92	12	of	of	ADP
ajgt-4122	92	13	india	india	PROPN
ajgt-4122	92	14	’s	’s	PART
ajgt-4122	92	15	total	total	ADJ
ajgt-4122	92	16	population	population	NOUN
ajgt-4122	92	17	,	,	PUNCT
ajgt-4122	92	18	with	with	ADP
ajgt-4122	92	19	a	a	DET
ajgt-4122	92	20	population	population	NOUN
ajgt-4122	92	21	density	density	NOUN
ajgt-4122	92	22	of	of	ADP
ajgt-4122	92	23	86	86	NUM
ajgt-4122	92	24	people	people	NOUN
ajgt-4122	92	25	per	per	ADP
ajgt-4122	92	26	square	square	ADJ
ajgt-4122	92	27	kilometer	kilometer	NOUN
ajgt-4122	92	28	.	.	PUNCT
ajgt-4122	93	1	this	this	DET
ajgt-4122	93	2	blend	blend	NOUN
ajgt-4122	93	3	of	of	ADP
ajgt-4122	93	4	diversity	diversity	NOUN
ajgt-4122	93	5	and	and	CCONJ
ajgt-4122	93	6	stunning	stunning	ADJ
ajgt-4122	93	7	natural	natural	ADJ
ajgt-4122	93	8	beauty	beauty	NOUN
ajgt-4122	93	9	makes	make	VERB
ajgt-4122	93	10	sikkim	sikkim	PROPN
ajgt-4122	93	11	an	an	DET
ajgt-4122	93	12	important	important	ADJ
ajgt-4122	93	13	area	area	NOUN
ajgt-4122	93	14	for	for	ADP
ajgt-4122	93	15	ecological	ecological	ADJ
ajgt-4122	93	16	and	and	CCONJ
ajgt-4122	93	17	cultural	cultural	ADJ
ajgt-4122	93	18	exploration	exploration	NOUN
ajgt-4122	93	19	.	.	PUNCT
ajgt-4122	94	1	figure	figure	NOUN
ajgt-4122	94	2	1	1	NUM
ajgt-4122	94	3	:	:	PUNCT
ajgt-4122	94	4	study	study	NOUN
ajgt-4122	94	5	area	area	NOUN
ajgt-4122	94	6	map	map	NOUN
ajgt-4122	94	7	however	however	ADV
ajgt-4122	94	8	,	,	PUNCT
ajgt-4122	94	9	the	the	DET
ajgt-4122	94	10	uneven	uneven	ADJ
ajgt-4122	94	11	population	population	NOUN
ajgt-4122	94	12	distribution	distribution	NOUN
ajgt-4122	94	13	in	in	ADP
ajgt-4122	94	14	gangtok	gangtok	NOUN
ajgt-4122	94	15	has	have	AUX
ajgt-4122	94	16	created	create	VERB
ajgt-4122	94	17	a	a	DET
ajgt-4122	94	18	unique	unique	ADJ
ajgt-4122	94	19	set	set	NOUN
ajgt-4122	94	20	of	of	ADP
ajgt-4122	94	21	challenges	challenge	NOUN
ajgt-4122	94	22	for	for	ADP
ajgt-4122	94	23	urban	urban	ADJ
ajgt-4122	94	24	development	development	NOUN
ajgt-4122	94	25	and	and	CCONJ
ajgt-4122	94	26	service	service	NOUN
ajgt-4122	94	27	delivery	delivery	NOUN
ajgt-4122	94	28	.	.	PUNCT
ajgt-4122	95	1	the	the	DET
ajgt-4122	95	2	rapid	rapid	ADJ
ajgt-4122	95	3	growth	growth	NOUN
ajgt-4122	95	4	of	of	ADP
ajgt-4122	95	5	the	the	DET
ajgt-4122	95	6	population	population	NOUN
ajgt-4122	95	7	in	in	ADP
ajgt-4122	95	8	a	a	DET
ajgt-4122	95	9	confined	confine	VERB
ajgt-4122	95	10	area	area	NOUN
ajgt-4122	95	11	has	have	AUX
ajgt-4122	95	12	led	lead	VERB
ajgt-4122	95	13	to	to	ADP
ajgt-4122	95	14	increased	increase	VERB
ajgt-4122	95	15	pressure	pressure	NOUN
ajgt-4122	95	16	on	on	ADP
ajgt-4122	95	17	transportation	transportation	NOUN
ajgt-4122	95	18	systems	system	NOUN
ajgt-4122	95	19	,	,	PUNCT
ajgt-4122	95	20	housing	housing	NOUN
ajgt-4122	95	21	availability	availability	NOUN
ajgt-4122	95	22	,	,	PUNCT
ajgt-4122	95	23	and	and	CCONJ
ajgt-4122	95	24	modern	modern	ADJ
ajgt-4122	95	25	commercial	commercial	ADJ
ajgt-4122	95	26	development	development	NOUN
ajgt-4122	95	27	.	.	PUNCT
ajgt-4122	96	1	as	as	ADP
ajgt-4122	96	2	a	a	DET
ajgt-4122	96	3	result	result	NOUN
ajgt-4122	96	4	,	,	PUNCT
ajgt-4122	96	5	addressing	address	VERB
ajgt-4122	96	6	traffic	traffic	NOUN
ajgt-4122	96	7	congestion	congestion	NOUN
ajgt-4122	96	8	,	,	PUNCT
ajgt-4122	96	9	housing	housing	NOUN
ajgt-4122	96	10	shortages	shortage	NOUN
ajgt-4122	96	11	,	,	PUNCT
ajgt-4122	96	12	and	and	CCONJ
ajgt-4122	96	13	the	the	DET
ajgt-4122	96	14	emergence	emergence	NOUN
ajgt-4122	96	15	of	of	ADP
ajgt-4122	96	16	informal	informal	ADJ
ajgt-4122	96	17	settlements	settlement	NOUN
ajgt-4122	96	18	is	be	AUX
ajgt-4122	96	19	a	a	DET
ajgt-4122	96	20	priority	priority	NOUN
ajgt-4122	96	21	.	.	PUNCT
ajgt-4122	97	1	it	it	PRON
ajgt-4122	97	2	is	be	AUX
ajgt-4122	97	3	essential	essential	ADJ
ajgt-4122	97	4	for	for	SCONJ
ajgt-4122	97	5	gangtok	gangtok	NOUN
ajgt-4122	97	6	to	to	PART
ajgt-4122	97	7	find	find	VERB
ajgt-4122	97	8	sustainable	sustainable	ADJ
ajgt-4122	97	9	solutions	solution	NOUN
ajgt-4122	97	10	to	to	PART
ajgt-4122	97	11	balance	balance	VERB
ajgt-4122	97	12	development	development	NOUN
ajgt-4122	97	13	with	with	ADP
ajgt-4122	97	14	environmental	environmental	ADJ
ajgt-4122	97	15	preservation	preservation	NOUN
ajgt-4122	97	16	.	.	PUNCT
ajgt-4122	98	1	geologically	geologically	ADV
ajgt-4122	98	2	,	,	PUNCT
ajgt-4122	98	3	the	the	DET
ajgt-4122	98	4	sikkim	sikkim	PROPN
ajgt-4122	98	5	himalaya	himalaya	PROPN
ajgt-4122	98	6	,	,	PUNCT
ajgt-4122	98	7	particularly	particularly	ADV
ajgt-4122	98	8	along	along	ADP
ajgt-4122	98	9	the	the	DET
ajgt-4122	98	10	teesta	teesta	PROPN
ajgt-4122	98	11	valley	valley	NOUN
ajgt-4122	98	12	,	,	PUNCT
ajgt-4122	98	13	is	be	AUX
ajgt-4122	98	14	defined	define	VERB
ajgt-4122	98	15	by	by	ADP
ajgt-4122	98	16	the	the	DET
ajgt-4122	98	17	main	main	ADJ
ajgt-4122	98	18	central	central	ADJ
ajgt-4122	98	19	thrust	thrust	NOUN
ajgt-4122	98	20	(	(	PUNCT
ajgt-4122	98	21	mct	mct	PROPN
ajgt-4122	98	22	)	)	PUNCT
ajgt-4122	98	23	and	and	CCONJ
ajgt-4122	98	24	main	main	ADJ
ajgt-4122	98	25	boundary	boundary	ADJ
ajgt-4122	98	26	thrust	thrust	NOUN
ajgt-4122	98	27	(	(	PUNCT
ajgt-4122	98	28	mbt	mbt	NOUN
ajgt-4122	98	29	)	)	PUNCT
ajgt-4122	98	30	zones	zone	NOUN
ajgt-4122	98	31	,	,	PUNCT
ajgt-4122	98	32	which	which	PRON
ajgt-4122	98	33	delineate	delineate	VERB
ajgt-4122	98	34	various	various	ADJ
ajgt-4122	98	35	grades	grade	NOUN
ajgt-4122	98	36	of	of	ADP
ajgt-4122	98	37	himalayan	himalayan	ADJ
ajgt-4122	98	38	rocks	rock	NOUN
ajgt-4122	98	39	.	.	PUNCT
ajgt-4122	99	1	the	the	DET
ajgt-4122	99	2	central	central	ADJ
ajgt-4122	99	3	crystalline	crystalline	NOUN
ajgt-4122	99	4	area	area	NOUN
ajgt-4122	99	5	in	in	ADP
ajgt-4122	99	6	north	north	PROPN
ajgt-4122	99	7	sikkim	sikkim	PROPN
ajgt-4122	99	8	features	feature	VERB
ajgt-4122	99	9	high	high	ADJ
ajgt-4122	99	10	-	-	PUNCT
ajgt-4122	99	11	grade	grade	NOUN
ajgt-4122	99	12	gneisses	gneiss	NOUN
ajgt-4122	99	13	,	,	PUNCT
ajgt-4122	99	14	migmatites	migmatite	NOUN
ajgt-4122	99	15	,	,	PUNCT
ajgt-4122	99	16	and	and	CCONJ
ajgt-4122	99	17	granitic	granitic	ADJ
ajgt-4122	99	18	intrusions	intrusion	NOUN
ajgt-4122	99	19	,	,	PUNCT
ajgt-4122	99	20	highlighting	highlight	VERB
ajgt-4122	99	21	the	the	DET
ajgt-4122	99	22	region	region	NOUN
ajgt-4122	99	23	’s	’s	PART
ajgt-4122	99	24	complex	complex	ADJ
ajgt-4122	99	25	geological	geological	ADJ
ajgt-4122	99	26	history	history	NOUN
ajgt-4122	99	27	.	.	PUNCT
ajgt-4122	100	1	additionally	additionally	ADV
ajgt-4122	100	2	,	,	PUNCT
ajgt-4122	100	3	sikkim	sikkim	PROPN
ajgt-4122	100	4	’s	’s	PART
ajgt-4122	100	5	position	position	NOUN
ajgt-4122	100	6	in	in	ADP
ajgt-4122	100	7	zone	zone	NOUN
ajgt-4122	100	8	iv	iv	NUM
ajgt-4122	100	9	on	on	ADP
ajgt-4122	100	10	india	india	PROPN
ajgt-4122	100	11	’s	’s	PART
ajgt-4122	100	12	seismic	seismic	ADJ
ajgt-4122	100	13	zoning	zoning	NOUN
ajgt-4122	100	14	map	map	NOUN
ajgt-4122	100	15	underscores	underscore	VERB
ajgt-4122	100	16	the	the	DET
ajgt-4122	100	17	importance	importance	NOUN
ajgt-4122	100	18	of	of	ADP
ajgt-4122	100	19	earthquake	earthquake	NOUN
ajgt-4122	100	20	preparedness	preparedness	NOUN
ajgt-4122	100	21	and	and	CCONJ
ajgt-4122	100	22	sustainable	sustainable	ADJ
ajgt-4122	100	23	planning	planning	NOUN
ajgt-4122	100	24	to	to	PART
ajgt-4122	100	25	ensure	ensure	VERB
ajgt-4122	100	26	the	the	DET
ajgt-4122	100	27	safety	safety	NOUN
ajgt-4122	100	28	and	and	CCONJ
ajgt-4122	100	29	resilience	resilience	NOUN
ajgt-4122	100	30	of	of	ADP
ajgt-4122	100	31	its	its	PRON
ajgt-4122	100	32	communities	community	NOUN
ajgt-4122	100	33	.	.	PUNCT
ajgt-4122	101	1	landslide	landslide	NOUN
ajgt-4122	101	2	conditioning	conditioning	NOUN
ajgt-4122	101	3	factors	factor	NOUN
ajgt-4122	101	4	(	(	PUNCT
ajgt-4122	101	5	lcfs	lcfs	NOUN
ajgt-4122	101	6	)	)	PUNCT
ajgt-4122	101	7	the	the	DET
ajgt-4122	101	8	study	study	NOUN
ajgt-4122	101	9	identified	identify	VERB
ajgt-4122	101	10	nine	nine	NUM
ajgt-4122	101	11	key	key	ADJ
ajgt-4122	101	12	conditioning	conditioning	NOUN
ajgt-4122	101	13	factors	factor	NOUN
ajgt-4122	101	14	essential	essential	ADJ
ajgt-4122	101	15	for	for	ADP
ajgt-4122	101	16	accurate	accurate	ADJ
ajgt-4122	101	17	landslide	landslide	NOUN
ajgt-4122	101	18	susceptibility	susceptibility	NOUN
ajgt-4122	101	19	mapping	mapping	NOUN
ajgt-4122	101	20	,	,	PUNCT
ajgt-4122	101	21	along	along	ADP
ajgt-4122	101	22	with	with	ADP
ajgt-4122	101	23	an	an	DET
ajgt-4122	101	24	analysis	analysis	NOUN
ajgt-4122	101	25	of	of	ADP
ajgt-4122	101	26	their	their	PRON
ajgt-4122	101	27	spatial	spatial	ADJ
ajgt-4122	101	28	distribution	distribution	NOUN
ajgt-4122	101	29	(	(	PUNCT
ajgt-4122	101	30	figure	figure	NOUN
ajgt-4122	101	31	2	2	NUM
ajgt-4122	101	32	)	)	PUNCT
ajgt-4122	101	33	.	.	PUNCT
ajgt-4122	102	1	the	the	DET
ajgt-4122	102	2	slope	slope	NOUN
ajgt-4122	102	3	map	map	NOUN
ajgt-4122	102	4	of	of	ADP
ajgt-4122	102	5	the	the	DET
ajgt-4122	102	6	study	study	NOUN
ajgt-4122	102	7	area	area	NOUN
ajgt-4122	102	8	has	have	AUX
ajgt-4122	102	9	been	be	AUX
ajgt-4122	102	10	categorized	categorize	VERB
ajgt-4122	102	11	into	into	ADP
ajgt-4122	102	12	five	five	NUM
ajgt-4122	102	13	distinct	distinct	ADJ
ajgt-4122	102	14	classes	class	NOUN
ajgt-4122	102	15	:	:	PUNCT
ajgt-4122	102	16	0	0	NUM
ajgt-4122	102	17	-	-	SYM
ajgt-4122	102	18	15	15	NUM
ajgt-4122	102	19	°	°	NOUN
ajgt-4122	102	20	(	(	PUNCT
ajgt-4122	102	21	very	very	ADV
ajgt-4122	102	22	low	low	ADJ
ajgt-4122	102	23	)	)	PUNCT
ajgt-4122	102	24	,	,	PUNCT
ajgt-4122	102	25	15	15	NUM
ajgt-4122	102	26	-	-	SYM
ajgt-4122	102	27	25	25	NUM
ajgt-4122	102	28	°	°	NOUN
ajgt-4122	102	29	(	(	PUNCT
ajgt-4122	102	30	low	low	ADJ
ajgt-4122	102	31	)	)	PUNCT
ajgt-4122	102	32	,	,	PUNCT
ajgt-4122	102	33	25	25	NUM
ajgt-4122	102	34	-	-	SYM
ajgt-4122	102	35	35	35	NUM
ajgt-4122	102	36	°	°	NOUN
ajgt-4122	102	37	(	(	PUNCT
ajgt-4122	102	38	moderate	moderate	ADJ
ajgt-4122	102	39	)	)	PUNCT
ajgt-4122	102	40	,	,	PUNCT
ajgt-4122	102	41	35	35	NUM
ajgt-4122	102	42	-	-	SYM
ajgt-4122	102	43	45	45	NUM
ajgt-4122	102	44	°	°	NOUN
ajgt-4122	102	45	(	(	PUNCT
ajgt-4122	102	46	high	high	ADJ
ajgt-4122	102	47	)	)	PUNCT
ajgt-4122	102	48	,	,	PUNCT
ajgt-4122	102	49	and	and	CCONJ
ajgt-4122	102	50	45	45	NUM
ajgt-4122	102	51	-	-	SYM
ajgt-4122	102	52	90	90	NUM
ajgt-4122	102	53	°	°	NOUN
ajgt-4122	102	54	(	(	PUNCT
ajgt-4122	102	55	very	very	ADV
ajgt-4122	102	56	high	high	ADJ
ajgt-4122	102	57	)	)	PUNCT
ajgt-4122	102	58	.	.	PUNCT
ajgt-4122	103	1	the	the	DET
ajgt-4122	103	2	aspect	aspect	NOUN
ajgt-4122	103	3	map	map	NOUN
ajgt-4122	103	4	has	have	AUX
ajgt-4122	103	5	been	be	AUX
ajgt-4122	103	6	classified	classify	VERB
ajgt-4122	103	7	into	into	ADP
ajgt-4122	103	8	nine	nine	NUM
ajgt-4122	103	9	categories	category	NOUN
ajgt-4122	103	10	,	,	PUNCT
ajgt-4122	103	11	including	include	VERB
ajgt-4122	103	12	flat	flat	ADJ
ajgt-4122	103	13	,	,	PUNCT
ajgt-4122	103	14	north	north	NOUN
ajgt-4122	103	15	,	,	PUNCT
ajgt-4122	103	16	northeast	northeast	ADJ
ajgt-4122	103	17	,	,	PUNCT
ajgt-4122	103	18	east	east	PROPN
ajgt-4122	103	19	,	,	PUNCT
ajgt-4122	103	20	southeast	southeast	ADJ
ajgt-4122	103	21	,	,	PUNCT
ajgt-4122	103	22	south	south	ADJ
ajgt-4122	103	23	,	,	PUNCT
ajgt-4122	103	24	southwest	southwest	NOUN
ajgt-4122	103	25	,	,	PUNCT
ajgt-4122	103	26	west	west	NOUN
ajgt-4122	103	27	,	,	PUNCT
ajgt-4122	103	28	and	and	CCONJ
ajgt-4122	103	29	northwest	northwest	NOUN
ajgt-4122	103	30	.	.	PUNCT
ajgt-4122	104	1	the	the	DET
ajgt-4122	104	2	elevation	elevation	NOUN
ajgt-4122	104	3	map	map	NOUN
ajgt-4122	104	4	is	be	AUX
ajgt-4122	104	5	divided	divide	VERB
ajgt-4122	104	6	into	into	ADP
ajgt-4122	104	7	three	three	NUM
ajgt-4122	104	8	classes	class	NOUN
ajgt-4122	104	9	:	:	PUNCT
ajgt-4122	104	10	(	(	PUNCT
ajgt-4122	104	11	i	i	NOUN
ajgt-4122	104	12	)	)	PUNCT
ajgt-4122	104	13	222	222	NUM
ajgt-4122	104	14	–	–	PUNCT
ajgt-4122	104	15	2460	2460	NUM
ajgt-4122	104	16	m	m	NOUN
ajgt-4122	104	17	,	,	PUNCT
ajgt-4122	104	18	(	(	PUNCT
ajgt-4122	104	19	ii	ii	NOUN
ajgt-4122	104	20	)	)	PUNCT
ajgt-4122	104	21	2460	2460	NUM
ajgt-4122	104	22	–	–	PUNCT
ajgt-4122	104	23	4227	4227	NUM
ajgt-4122	104	24	m	m	NOUN
ajgt-4122	104	25	,	,	PUNCT
ajgt-4122	104	26	and	and	CCONJ
ajgt-4122	104	27	(	(	PUNCT
ajgt-4122	104	28	iii	iii	NOUN
ajgt-4122	104	29	)	)	PUNCT
ajgt-4122	104	30	4227	4227	NUM
ajgt-4122	104	31	–	–	PUNCT
ajgt-4122	104	32	7899	7899	NUM
ajgt-4122	104	33	m.	m.	NOUN
ajgt-4122	104	34	the	the	DET
ajgt-4122	104	35	land	land	NOUN
ajgt-4122	104	36	use	use	NOUN
ajgt-4122	104	37	/	/	SYM
ajgt-4122	104	38	land	land	NOUN
ajgt-4122	104	39	cover	cover	NOUN
ajgt-4122	104	40	(	(	PUNCT
ajgt-4122	104	41	lulc	lulc	PROPN
ajgt-4122	104	42	)	)	PUNCT
ajgt-4122	104	43	map	map	NOUN
ajgt-4122	104	44	is	be	AUX
ajgt-4122	104	45	classified	classify	VERB
ajgt-4122	104	46	into	into	ADP
ajgt-4122	104	47	nine	nine	NUM
ajgt-4122	104	48	categories	category	NOUN
ajgt-4122	104	49	:	:	PUNCT
ajgt-4122	104	50	(	(	PUNCT
ajgt-4122	104	51	i	i	NOUN
ajgt-4122	104	52	)	)	PUNCT
ajgt-4122	104	53	water	water	NOUN
ajgt-4122	104	54	,	,	PUNCT
ajgt-4122	104	55	(	(	PUNCT
ajgt-4122	104	56	ii	ii	NOUN
ajgt-4122	104	57	)	)	PUNCT
ajgt-4122	104	58	trees	tree	NOUN
ajgt-4122	104	59	,	,	PUNCT
ajgt-4122	104	60	(	(	PUNCT
ajgt-4122	104	61	iii	iii	NOUN
ajgt-4122	104	62	)	)	PUNCT
ajgt-4122	104	63	flooded	flooded	ADJ
ajgt-4122	104	64	vegetation	vegetation	NOUN
ajgt-4122	104	65	,	,	PUNCT
ajgt-4122	104	66	(	(	PUNCT
ajgt-4122	104	67	iv	iv	X
ajgt-4122	104	68	)	)	PUNCT
ajgt-4122	104	69	crops	crop	NOUN
ajgt-4122	104	70	,	,	PUNCT
ajgt-4122	104	71	(	(	PUNCT
ajgt-4122	104	72	v	v	NOUN
ajgt-4122	104	73	)	)	PUNCT
ajgt-4122	104	74	pa	pa	PROPN
ajgt-4122	104	75	ge	ge	PROPN
ajgt-4122	104	76	14	14	NUM
ajgt-4122	104	77	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-4122	104	78	am	be	AUX
ajgt-4122	104	79	.	.	PUNCT
ajgt-4122	105	1	j.	j.	PROPN
ajgt-4122	105	2	geo	geo	PROPN
ajgt-4122	105	3	spat	spat	PROPN
ajgt-4122	105	4	.	.	PUNCT
ajgt-4122	106	1	technol	technol	PROPN
ajgt-4122	106	2	.	.	PUNCT
ajgt-4122	107	1	4(1	4(1	NOUN
ajgt-4122	107	2	)	)	PUNCT
ajgt-4122	108	1	11	11	NUM
ajgt-4122	108	2	-	-	SYM
ajgt-4122	108	3	21	21	NUM
ajgt-4122	108	4	,	,	PUNCT
ajgt-4122	108	5	2025	2025	NUM
ajgt-4122	108	6	built	build	VERB
ajgt-4122	108	7	area	area	NOUN
ajgt-4122	108	8	,	,	PUNCT
ajgt-4122	108	9	(	(	PUNCT
ajgt-4122	108	10	vi	vi	NOUN
ajgt-4122	108	11	)	)	PUNCT
ajgt-4122	108	12	bare	bare	ADJ
ajgt-4122	108	13	ground	ground	NOUN
ajgt-4122	108	14	,	,	PUNCT
ajgt-4122	108	15	(	(	PUNCT
ajgt-4122	108	16	vii	vii	PROPN
ajgt-4122	108	17	)	)	PUNCT
ajgt-4122	108	18	snow	snow	NOUN
ajgt-4122	108	19	/	/	SYM
ajgt-4122	108	20	ice	ice	NOUN
ajgt-4122	108	21	,	,	PUNCT
ajgt-4122	108	22	(	(	PUNCT
ajgt-4122	108	23	viii	viii	NOUN
ajgt-4122	108	24	)	)	PUNCT
ajgt-4122	108	25	clouds	cloud	NOUN
ajgt-4122	108	26	,	,	PUNCT
ajgt-4122	108	27	and	and	CCONJ
ajgt-4122	108	28	(	(	PUNCT
ajgt-4122	108	29	ix	ix	ADJ
ajgt-4122	108	30	)	)	PUNCT
ajgt-4122	108	31	rangeland	rangeland	NOUN
ajgt-4122	108	32	.	.	PUNCT
ajgt-4122	109	1	the	the	DET
ajgt-4122	109	2	normalized	normalize	VERB
ajgt-4122	109	3	difference	difference	NOUN
ajgt-4122	109	4	vegetation	vegetation	NOUN
ajgt-4122	109	5	index	index	NOUN
ajgt-4122	109	6	(	(	PUNCT
ajgt-4122	109	7	ndvi	ndvi	NOUN
ajgt-4122	109	8	)	)	PUNCT
ajgt-4122	109	9	map	map	NOUN
ajgt-4122	109	10	is	be	AUX
ajgt-4122	109	11	classified	classify	VERB
ajgt-4122	109	12	into	into	ADP
ajgt-4122	109	13	five	five	NUM
ajgt-4122	109	14	classes	class	NOUN
ajgt-4122	109	15	:	:	PUNCT
ajgt-4122	109	16	(	(	PUNCT
ajgt-4122	109	17	i	i	NOUN
ajgt-4122	109	18	)	)	PUNCT
ajgt-4122	109	19	(	(	PUNCT
ajgt-4122	109	20	-	-	SYM
ajgt-4122	109	21	)	)	PUNCT
ajgt-4122	109	22	0.603	0.603	NUM
ajgt-4122	109	23	–	–	PUNCT
ajgt-4122	109	24	0.025	0.025	NUM
ajgt-4122	109	25	,	,	PUNCT
ajgt-4122	109	26	(	(	PUNCT
ajgt-4122	109	27	ii	ii	NOUN
ajgt-4122	109	28	)	)	PUNCT
ajgt-4122	109	29	0.026	0.026	NUM
ajgt-4122	109	30	–	–	PUNCT
ajgt-4122	109	31	0.125	0.125	NUM
ajgt-4122	109	32	,	,	PUNCT
ajgt-4122	109	33	(	(	PUNCT
ajgt-4122	109	34	iii	iii	NOUN
ajgt-4122	109	35	)	)	PUNCT
ajgt-4122	109	36	0.126	0.126	NUM
ajgt-4122	109	37	–	–	PUNCT
ajgt-4122	109	38	0.232	0.232	NUM
ajgt-4122	109	39	,	,	PUNCT
ajgt-4122	109	40	(	(	PUNCT
ajgt-4122	109	41	iv	iv	X
ajgt-4122	109	42	)	)	PUNCT
ajgt-4122	109	43	0.233	0.233	NUM
ajgt-4122	109	44	–	–	PUNCT
ajgt-4122	109	45	0.465	0.465	NUM
ajgt-4122	109	46	,	,	PUNCT
ajgt-4122	109	47	and	and	CCONJ
ajgt-4122	109	48	(	(	PUNCT
ajgt-4122	109	49	v	v	NOUN
ajgt-4122	109	50	)	)	PUNCT
ajgt-4122	109	51	0.466	0.466	NUM
ajgt-4122	109	52	–	–	PUNCT
ajgt-4122	109	53	1	1	NUM
ajgt-4122	109	54	.	.	PUNCT
ajgt-4122	110	1	the	the	DET
ajgt-4122	110	2	rainfall	rainfall	NOUN
ajgt-4122	110	3	map	map	NOUN
ajgt-4122	110	4	is	be	AUX
ajgt-4122	110	5	divided	divide	VERB
ajgt-4122	110	6	into	into	ADP
ajgt-4122	110	7	five	five	NUM
ajgt-4122	110	8	categories	category	NOUN
ajgt-4122	110	9	:	:	PUNCT
ajgt-4122	110	10	(	(	PUNCT
ajgt-4122	110	11	i	i	NOUN
ajgt-4122	110	12	)	)	PUNCT
ajgt-4122	110	13	1000	1000	NUM
ajgt-4122	110	14	1647	1647	NUM
ajgt-4122	110	15	mm	mm	NOUN
ajgt-4122	110	16	,	,	PUNCT
ajgt-4122	110	17	(	(	PUNCT
ajgt-4122	110	18	ii	ii	NOUN
ajgt-4122	110	19	)	)	PUNCT
ajgt-4122	110	20	1648	1648	NUM
ajgt-4122	110	21	2235	2235	NUM
ajgt-4122	110	22	mm	mm	NOUN
ajgt-4122	110	23	,	,	PUNCT
ajgt-4122	110	24	(	(	PUNCT
ajgt-4122	110	25	iii	iii	NOUN
ajgt-4122	110	26	)	)	PUNCT
ajgt-4122	110	27	2236	2236	NUM
ajgt-4122	110	28	2729	2729	NUM
ajgt-4122	110	29	mm	mm	NOUN
ajgt-4122	110	30	,	,	PUNCT
ajgt-4122	110	31	(	(	PUNCT
ajgt-4122	110	32	iv	iv	X
ajgt-4122	110	33	)	)	PUNCT
ajgt-4122	110	34	2730	2730	NUM
ajgt-4122	110	35	3353	3353	NUM
ajgt-4122	110	36	mm	mm	PROPN
ajgt-4122	110	37	,	,	PUNCT
ajgt-4122	110	38	and	and	CCONJ
ajgt-4122	110	39	(	(	PUNCT
ajgt-4122	110	40	v	v	NOUN
ajgt-4122	110	41	)	)	PUNCT
ajgt-4122	110	42	3354	3354	NUM
ajgt-4122	110	43	4000	4000	NUM
ajgt-4122	110	44	mm	mm	NOUN
ajgt-4122	110	45	.	.	PUNCT
ajgt-4122	111	1	the	the	DET
ajgt-4122	111	2	soil	soil	NOUN
ajgt-4122	111	3	type	type	NOUN
ajgt-4122	111	4	map	map	NOUN
ajgt-4122	111	5	has	have	AUX
ajgt-4122	111	6	been	be	AUX
ajgt-4122	111	7	classified	classify	VERB
ajgt-4122	111	8	into	into	ADP
ajgt-4122	111	9	five	five	NUM
ajgt-4122	111	10	categories	category	NOUN
ajgt-4122	111	11	:	:	PUNCT
ajgt-4122	111	12	(	(	PUNCT
ajgt-4122	111	13	i	i	NOUN
ajgt-4122	111	14	)	)	PUNCT
ajgt-4122	111	15	humid	humid	PROPN
ajgt-4122	111	16	acrisols	acrisol	NOUN
ajgt-4122	111	17	,	,	PUNCT
ajgt-4122	111	18	(	(	PUNCT
ajgt-4122	111	19	ii	ii	NOUN
ajgt-4122	111	20	)	)	PUNCT
ajgt-4122	111	21	dystric	dystric	ADJ
ajgt-4122	111	22	cambisols	cambisol	NOUN
ajgt-4122	111	23	,	,	PUNCT
ajgt-4122	111	24	(	(	PUNCT
ajgt-4122	111	25	iii	iii	X
ajgt-4122	111	26	)	)	PUNCT
ajgt-4122	111	27	gleysols	gleysol	VERB
ajgt-4122	111	28	luvi	luvi	PROPN
ajgt-4122	111	29	soils	soils	PROPN
ajgt-4122	111	30	,	,	PUNCT
ajgt-4122	111	31	(	(	PUNCT
ajgt-4122	111	32	iv	iv	X
ajgt-4122	111	33	)	)	PUNCT
ajgt-4122	111	34	lithosols	lithosol	NOUN
ajgt-4122	111	35	,	,	PUNCT
ajgt-4122	111	36	and	and	CCONJ
ajgt-4122	111	37	(	(	PUNCT
ajgt-4122	111	38	v	v	NOUN
ajgt-4122	111	39	)	)	PUNCT
ajgt-4122	111	40	dystric	dystric	ADJ
ajgt-4122	111	41	regosols	regosol	NOUN
ajgt-4122	111	42	.	.	PUNCT
ajgt-4122	112	1	the	the	DET
ajgt-4122	112	2	lithology	lithology	NOUN
ajgt-4122	112	3	map	map	NOUN
ajgt-4122	112	4	has	have	AUX
ajgt-4122	112	5	been	be	AUX
ajgt-4122	112	6	classified	classify	VERB
ajgt-4122	112	7	into	into	ADP
ajgt-4122	112	8	seven	seven	NUM
ajgt-4122	112	9	categories	category	NOUN
ajgt-4122	112	10	(	(	PUNCT
ajgt-4122	112	11	i	i	NOUN
ajgt-4122	112	12	)	)	PUNCT
ajgt-4122	112	13	jurassic	jurassic	PROPN
ajgt-4122	112	14	metamorphic	metamorphic	ADJ
ajgt-4122	112	15	and	and	CCONJ
ajgt-4122	112	16	sedimentary	sedimentary	ADJ
ajgt-4122	112	17	rocks	rock	NOUN
ajgt-4122	112	18	,	,	PUNCT
ajgt-4122	112	19	(	(	PUNCT
ajgt-4122	112	20	ii	ii	NOUN
ajgt-4122	112	21	)	)	PUNCT
ajgt-4122	112	22	cretaceous	cretaceous	ADJ
ajgt-4122	112	23	and	and	CCONJ
ajgt-4122	112	24	undivided	undivided	ADJ
ajgt-4122	112	25	igneous	igneous	ADJ
ajgt-4122	112	26	rocks	rock	NOUN
ajgt-4122	112	27	,	,	PUNCT
ajgt-4122	112	28	(	(	PUNCT
ajgt-4122	112	29	iii	iii	X
ajgt-4122	112	30	)	)	PUNCT
ajgt-4122	112	31	mesozoic	mesozoic	PROPN
ajgt-4122	112	32	and	and	CCONJ
ajgt-4122	112	33	paleozoic	paleozoic	PROPN
ajgt-4122	112	34	intrusive	intrusive	ADJ
ajgt-4122	112	35	and	and	CCONJ
ajgt-4122	112	36	metamorphic	metamorphic	ADJ
ajgt-4122	112	37	rocks	rock	NOUN
ajgt-4122	112	38	,	,	PUNCT
ajgt-4122	112	39	(	(	PUNCT
ajgt-4122	112	40	iv	iv	X
ajgt-4122	112	41	)	)	PUNCT
ajgt-4122	112	42	undivided	undivided	ADJ
ajgt-4122	112	43	precambrian	precambrian	PROPN
ajgt-4122	112	44	rocks	rocks	PROPN
ajgt-4122	112	45	,	,	PUNCT
ajgt-4122	112	46	(	(	PUNCT
ajgt-4122	112	47	v	v	NOUN
ajgt-4122	112	48	)	)	PUNCT
ajgt-4122	112	49	undivided	undivided	ADJ
ajgt-4122	112	50	paleozoic	paleozoic	PROPN
ajgt-4122	112	51	rocks	rocks	PROPN
ajgt-4122	112	52	,	,	PUNCT
ajgt-4122	112	53	(	(	PUNCT
ajgt-4122	112	54	vi	vi	NOUN
ajgt-4122	112	55	)	)	PUNCT
ajgt-4122	112	56	quaternary	quaternary	ADJ
ajgt-4122	112	57	sediments	sediment	NOUN
ajgt-4122	112	58	and	and	CCONJ
ajgt-4122	112	59	(	(	PUNCT
ajgt-4122	112	60	vii	vii	PROPN
ajgt-4122	112	61	)	)	PUNCT
ajgt-4122	112	62	tertiary	tertiary	ADJ
ajgt-4122	112	63	and	and	CCONJ
ajgt-4122	112	64	cretaceous	cretaceous	ADJ
ajgt-4122	112	65	sedimentary	sedimentary	ADJ
ajgt-4122	112	66	rocks	rock	NOUN
ajgt-4122	112	67	.	.	PUNCT
ajgt-4122	113	1	lastly	lastly	ADV
ajgt-4122	113	2	,	,	PUNCT
ajgt-4122	113	3	the	the	DET
ajgt-4122	113	4	earthquake	earthquake	NOUN
ajgt-4122	113	5	map	map	NOUN
ajgt-4122	113	6	is	be	AUX
ajgt-4122	113	7	categorized	categorize	VERB
ajgt-4122	113	8	into	into	ADP
ajgt-4122	113	9	three	three	NUM
ajgt-4122	113	10	magnitude	magnitude	NOUN
ajgt-4122	113	11	classes	class	NOUN
ajgt-4122	113	12	:	:	PUNCT
ajgt-4122	113	13	(	(	PUNCT
ajgt-4122	113	14	i	i	NOUN
ajgt-4122	113	15	)	)	PUNCT
ajgt-4122	113	16	0.011	0.011	NUM
ajgt-4122	113	17	3.291	3.291	NUM
ajgt-4122	113	18	,	,	PUNCT
ajgt-4122	113	19	(	(	PUNCT
ajgt-4122	113	20	ii	ii	NOUN
ajgt-4122	113	21	)	)	PUNCT
ajgt-4122	113	22	3.292	3.292	NUM
ajgt-4122	113	23	6.018	6.018	NUM
ajgt-4122	113	24	,	,	PUNCT
ajgt-4122	113	25	and	and	CCONJ
ajgt-4122	113	26	(	(	PUNCT
ajgt-4122	113	27	iii	iii	NOUN
ajgt-4122	113	28	)	)	PUNCT
ajgt-4122	113	29	6.019	6.019	NUM
ajgt-4122	113	30	11.794	11.794	NUM
ajgt-4122	113	31	.	.	PUNCT
ajgt-4122	114	1	these	these	DET
ajgt-4122	114	2	thematic	thematic	ADJ
ajgt-4122	114	3	maps	map	NOUN
ajgt-4122	114	4	were	be	AUX
ajgt-4122	114	5	precisely	precisely	ADV
ajgt-4122	114	6	prepared	prepared	ADJ
ajgt-4122	114	7	to	to	PART
ajgt-4122	114	8	enhance	enhance	VERB
ajgt-4122	114	9	the	the	DET
ajgt-4122	114	10	analysis	analysis	NOUN
ajgt-4122	114	11	of	of	ADP
ajgt-4122	114	12	landslide	landslide	NOUN
ajgt-4122	114	13	susceptibility	susceptibility	NOUN
ajgt-4122	114	14	by	by	ADP
ajgt-4122	114	15	integrating	integrate	VERB
ajgt-4122	114	16	them	they	PRON
ajgt-4122	114	17	with	with	ADP
ajgt-4122	114	18	landslide	landslide	NOUN
ajgt-4122	114	19	occurrence	occurrence	NOUN
ajgt-4122	114	20	data	datum	NOUN
ajgt-4122	114	21	,	,	PUNCT
ajgt-4122	114	22	thereby	thereby	ADV
ajgt-4122	114	23	enabling	enable	VERB
ajgt-4122	114	24	a	a	DET
ajgt-4122	114	25	more	more	ADV
ajgt-4122	114	26	precise	precise	ADJ
ajgt-4122	114	27	and	and	CCONJ
ajgt-4122	114	28	comprehensive	comprehensive	ADJ
ajgt-4122	114	29	assessment	assessment	NOUN
ajgt-4122	114	30	.	.	PUNCT
ajgt-4122	115	1	landslide	landslide	NOUN
ajgt-4122	115	2	inventory	inventory	NOUN
ajgt-4122	115	3	the	the	DET
ajgt-4122	115	4	landslide	landslide	NOUN
ajgt-4122	115	5	data	datum	NOUN
ajgt-4122	115	6	utilized	utilize	VERB
ajgt-4122	115	7	for	for	ADP
ajgt-4122	115	8	this	this	DET
ajgt-4122	115	9	analysis	analysis	NOUN
ajgt-4122	115	10	has	have	AUX
ajgt-4122	115	11	been	be	AUX
ajgt-4122	115	12	obtained	obtain	VERB
ajgt-4122	115	13	from	from	ADP
ajgt-4122	115	14	bhukosh	bhukosh	NOUN
ajgt-4122	115	15	,	,	PUNCT
ajgt-4122	115	16	geological	geological	ADJ
ajgt-4122	115	17	survey	survey	NOUN
ajgt-4122	115	18	of	of	ADP
ajgt-4122	115	19	india	india	PROPN
ajgt-4122	115	20	,	,	PUNCT
ajgt-4122	115	21	encompassing	encompass	VERB
ajgt-4122	115	22	a	a	DET
ajgt-4122	115	23	total	total	NOUN
ajgt-4122	115	24	of	of	ADP
ajgt-4122	115	25	693	693	NUM
ajgt-4122	115	26	data	datum	NOUN
ajgt-4122	115	27	points	point	NOUN
ajgt-4122	115	28	,	,	PUNCT
ajgt-4122	115	29	as	as	SCONJ
ajgt-4122	115	30	depicted	depict	VERB
ajgt-4122	115	31	in	in	ADP
ajgt-4122	115	32	figure	figure	NOUN
ajgt-4122	115	33	3	3	NUM
ajgt-4122	115	34	.	.	PUNCT
ajgt-4122	116	1	these	these	DET
ajgt-4122	116	2	data	datum	NOUN
ajgt-4122	116	3	points	point	NOUN
ajgt-4122	116	4	were	be	AUX
ajgt-4122	116	5	imported	import	VERB
ajgt-4122	116	6	into	into	ADP
ajgt-4122	116	7	arcgis	arcgis	PROPN
ajgt-4122	116	8	,	,	PUNCT
ajgt-4122	116	9	where	where	SCONJ
ajgt-4122	116	10	polygons	polygon	NOUN
ajgt-4122	116	11	were	be	AUX
ajgt-4122	116	12	generated	generate	VERB
ajgt-4122	116	13	to	to	PART
ajgt-4122	116	14	establish	establish	VERB
ajgt-4122	116	15	a	a	DET
ajgt-4122	116	16	comprehensive	comprehensive	ADJ
ajgt-4122	116	17	dataset	dataset	NOUN
ajgt-4122	116	18	for	for	ADP
ajgt-4122	116	19	further	further	ADJ
ajgt-4122	116	20	examination	examination	NOUN
ajgt-4122	116	21	.	.	PUNCT
ajgt-4122	117	1	to	to	PART
ajgt-4122	117	2	ensure	ensure	VERB
ajgt-4122	117	3	the	the	DET
ajgt-4122	117	4	dataset	dataset	NOUN
ajgt-4122	117	5	’s	’s	PART
ajgt-4122	117	6	balance	balance	NOUN
ajgt-4122	117	7	,	,	PUNCT
ajgt-4122	117	8	an	an	DET
ajgt-4122	117	9	additional	additional	ADJ
ajgt-4122	117	10	695	695	NUM
ajgt-4122	117	11	nonlandslide	nonlandslide	ADJ
ajgt-4122	117	12	data	datum	NOUN
ajgt-4122	117	13	points	point	NOUN
ajgt-4122	117	14	were	be	AUX
ajgt-4122	117	15	randomly	randomly	ADV
ajgt-4122	117	16	generated	generate	VERB
ajgt-4122	117	17	within	within	ADP
ajgt-4122	117	18	arcgis	arcgis	PROPN
ajgt-4122	117	19	,	,	PUNCT
ajgt-4122	117	20	and	and	CCONJ
ajgt-4122	117	21	corresponding	correspond	VERB
ajgt-4122	117	22	polygons	polygon	NOUN
ajgt-4122	117	23	were	be	AUX
ajgt-4122	117	24	created	create	VERB
ajgt-4122	117	25	.	.	PUNCT
ajgt-4122	118	1	by	by	ADP
ajgt-4122	118	2	integrating	integrate	VERB
ajgt-4122	118	3	the	the	DET
ajgt-4122	118	4	landslide	landslide	NOUN
ajgt-4122	118	5	conditioning	conditioning	NOUN
ajgt-4122	118	6	factors	factor	NOUN
ajgt-4122	118	7	(	(	PUNCT
ajgt-4122	118	8	lcfs	lcfs	NOUN
ajgt-4122	118	9	)	)	PUNCT
ajgt-4122	118	10	with	with	ADP
ajgt-4122	118	11	both	both	CCONJ
ajgt-4122	118	12	landslide	landslide	NOUN
ajgt-4122	118	13	and	and	CCONJ
ajgt-4122	118	14	non	non	ADJ
ajgt-4122	118	15	-	-	ADJ
ajgt-4122	118	16	landslide	landslide	ADJ
ajgt-4122	118	17	data	datum	NOUN
ajgt-4122	118	18	,	,	PUNCT
ajgt-4122	118	19	a	a	DET
ajgt-4122	118	20	consolidated	consolidated	ADJ
ajgt-4122	118	21	dataset	dataset	NOUN
ajgt-4122	118	22	comprising	comprise	VERB
ajgt-4122	118	23	12165	12165	NUM
ajgt-4122	118	24	data	datum	NOUN
ajgt-4122	118	25	points	point	NOUN
ajgt-4122	118	26	was	be	AUX
ajgt-4122	118	27	developed	develop	VERB
ajgt-4122	118	28	.	.	PUNCT
ajgt-4122	119	1	this	this	DET
ajgt-4122	119	2	dataset	dataset	NOUN
ajgt-4122	119	3	was	be	AUX
ajgt-4122	119	4	then	then	ADV
ajgt-4122	119	5	divided	divide	VERB
ajgt-4122	119	6	in	in	ADP
ajgt-4122	119	7	a	a	DET
ajgt-4122	119	8	70:30	70:30	NUM
ajgt-4122	119	9	ratio	ratio	NOUN
ajgt-4122	119	10	,	,	PUNCT
ajgt-4122	119	11	with	with	ADP
ajgt-4122	119	12	70	70	NUM
ajgt-4122	119	13	%	%	NOUN
ajgt-4122	119	14	allocated	allocate	VERB
ajgt-4122	119	15	for	for	ADP
ajgt-4122	119	16	training	training	NOUN
ajgt-4122	119	17	purposes	purpose	NOUN
ajgt-4122	119	18	and	and	CCONJ
ajgt-4122	119	19	30	30	NUM
ajgt-4122	119	20	%	%	NOUN
ajgt-4122	119	21	for	for	ADP
ajgt-4122	119	22	testing	testing	NOUN
ajgt-4122	119	23	,	,	PUNCT
ajgt-4122	119	24	to	to	PART
ajgt-4122	119	25	facilitate	facilitate	VERB
ajgt-4122	119	26	a	a	DET
ajgt-4122	119	27	thorough	thorough	ADJ
ajgt-4122	119	28	analysis	analysis	NOUN
ajgt-4122	119	29	.	.	PUNCT
ajgt-4122	120	1	the	the	DET
ajgt-4122	120	2	distribution	distribution	NOUN
ajgt-4122	120	3	and	and	CCONJ
ajgt-4122	120	4	variability	variability	NOUN
ajgt-4122	120	5	of	of	ADP
ajgt-4122	120	6	each	each	DET
ajgt-4122	120	7	input	input	NOUN
ajgt-4122	120	8	variable	variable	NOUN
ajgt-4122	120	9	related	relate	VERB
ajgt-4122	120	10	to	to	ADP
ajgt-4122	120	11	landslides	landslide	NOUN
ajgt-4122	120	12	are	be	AUX
ajgt-4122	120	13	presented	present	VERB
ajgt-4122	120	14	in	in	ADP
ajgt-4122	120	15	figure	figure	NOUN
ajgt-4122	120	16	4	4	NUM
ajgt-4122	120	17	.	.	PUNCT
ajgt-4122	121	1	the	the	DET
ajgt-4122	121	2	figure	figure	NOUN
ajgt-4122	121	3	demonstrates	demonstrate	VERB
ajgt-4122	121	4	notable	notable	ADJ
ajgt-4122	121	5	correlations	correlation	NOUN
ajgt-4122	121	6	among	among	ADP
ajgt-4122	121	7	various	various	ADJ
ajgt-4122	121	8	features	feature	NOUN
ajgt-4122	121	9	,	,	PUNCT
ajgt-4122	121	10	highlighting	highlight	VERB
ajgt-4122	121	11	significant	significant	ADJ
ajgt-4122	121	12	relationships	relationship	NOUN
ajgt-4122	121	13	among	among	ADP
ajgt-4122	121	14	them	they	PRON
ajgt-4122	121	15	.	.	PUNCT
ajgt-4122	122	1	the	the	DET
ajgt-4122	122	2	correlation	correlation	NOUN
ajgt-4122	122	3	coefficient	coefficient	NOUN
ajgt-4122	122	4	of	of	ADP
ajgt-4122	122	5	0.61	0.61	NUM
ajgt-4122	122	6	between	between	ADP
ajgt-4122	122	7	land	land	NOUN
ajgt-4122	122	8	use	use	NOUN
ajgt-4122	122	9	and	and	CCONJ
ajgt-4122	122	10	land	land	NOUN
ajgt-4122	122	11	cover	cover	NOUN
ajgt-4122	122	12	(	(	PUNCT
ajgt-4122	122	13	lulc	lulc	PROPN
ajgt-4122	122	14	)	)	PUNCT
ajgt-4122	122	15	and	and	CCONJ
ajgt-4122	122	16	elevation	elevation	NOUN
ajgt-4122	122	17	underscores	underscore	VERB
ajgt-4122	122	18	how	how	SCONJ
ajgt-4122	122	19	vegetation	vegetation	NOUN
ajgt-4122	122	20	patterns	pattern	NOUN
ajgt-4122	122	21	and	and	CCONJ
ajgt-4122	122	22	human	human	ADJ
ajgt-4122	122	23	activities	activity	NOUN
ajgt-4122	122	24	vary	vary	VERB
ajgt-4122	122	25	with	with	ADP
ajgt-4122	122	26	changes	change	NOUN
ajgt-4122	122	27	in	in	ADP
ajgt-4122	122	28	altitude	altitude	NOUN
ajgt-4122	122	29	.	.	PUNCT
ajgt-4122	123	1	additionally	additionally	ADV
ajgt-4122	123	2	,	,	PUNCT
ajgt-4122	123	3	a	a	DET
ajgt-4122	123	4	moderate	moderate	ADJ
ajgt-4122	123	5	figure	figure	NOUN
ajgt-4122	123	6	2	2	NUM
ajgt-4122	123	7	:	:	PUNCT
ajgt-4122	123	8	landslide	landslide	NOUN
ajgt-4122	123	9	conditioning	conditioning	NOUN
ajgt-4122	123	10	factors	factor	NOUN
ajgt-4122	123	11	map	map	VERB
ajgt-4122	123	12	pa	pa	PROPN
ajgt-4122	123	13	ge	ge	PROPN
ajgt-4122	123	14	15	15	NUM
ajgt-4122	123	15	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-4122	123	16	am	be	AUX
ajgt-4122	123	17	.	.	PUNCT
ajgt-4122	124	1	j.	j.	PROPN
ajgt-4122	124	2	geo	geo	PROPN
ajgt-4122	124	3	spat	spat	PROPN
ajgt-4122	124	4	.	.	PUNCT
ajgt-4122	125	1	technol	technol	PROPN
ajgt-4122	125	2	.	.	PUNCT
ajgt-4122	126	1	4(1	4(1	NOUN
ajgt-4122	126	2	)	)	PUNCT
ajgt-4122	127	1	11	11	NUM
ajgt-4122	127	2	-	-	SYM
ajgt-4122	127	3	21	21	NUM
ajgt-4122	127	4	,	,	PUNCT
ajgt-4122	127	5	2025	2025	NUM
ajgt-4122	127	6	correlation	correlation	NOUN
ajgt-4122	127	7	of	of	ADP
ajgt-4122	127	8	0.53	0.53	NUM
ajgt-4122	127	9	between	between	ADP
ajgt-4122	127	10	the	the	DET
ajgt-4122	127	11	normalized	normalize	VERB
ajgt-4122	127	12	difference	difference	NOUN
ajgt-4122	127	13	vegetation	vegetation	NOUN
ajgt-4122	127	14	index	index	NOUN
ajgt-4122	127	15	(	(	PUNCT
ajgt-4122	127	16	ndvi	ndvi	PROPN
ajgt-4122	127	17	)	)	PUNCT
ajgt-4122	127	18	and	and	CCONJ
ajgt-4122	127	19	rainfall	rainfall	NOUN
ajgt-4122	127	20	reveals	reveal	VERB
ajgt-4122	127	21	the	the	DET
ajgt-4122	127	22	impact	impact	NOUN
ajgt-4122	127	23	of	of	ADP
ajgt-4122	127	24	precipitation	precipitation	NOUN
ajgt-4122	127	25	on	on	ADP
ajgt-4122	127	26	vegetation	vegetation	NOUN
ajgt-4122	127	27	health	health	NOUN
ajgt-4122	127	28	and	and	CCONJ
ajgt-4122	127	29	density	density	NOUN
ajgt-4122	127	30	.	.	PUNCT
ajgt-4122	128	1	furthermore	furthermore	ADV
ajgt-4122	128	2	,	,	PUNCT
ajgt-4122	128	3	a	a	DET
ajgt-4122	128	4	correlation	correlation	NOUN
ajgt-4122	128	5	of	of	ADP
ajgt-4122	128	6	0.58	0.58	NUM
ajgt-4122	128	7	between	between	ADP
ajgt-4122	128	8	rainfall	rainfall	NOUN
ajgt-4122	128	9	and	and	CCONJ
ajgt-4122	128	10	soil	soil	NOUN
ajgt-4122	128	11	type	type	NOUN
ajgt-4122	128	12	indicates	indicate	VERB
ajgt-4122	128	13	that	that	SCONJ
ajgt-4122	128	14	soil	soil	NOUN
ajgt-4122	128	15	characteristics	characteristic	NOUN
ajgt-4122	128	16	are	be	AUX
ajgt-4122	128	17	influenced	influence	VERB
ajgt-4122	128	18	by	by	ADP
ajgt-4122	128	19	rainfall	rainfall	NOUN
ajgt-4122	128	20	distribution	distribution	NOUN
ajgt-4122	128	21	,	,	PUNCT
ajgt-4122	128	22	which	which	PRON
ajgt-4122	128	23	affects	affect	VERB
ajgt-4122	128	24	factors	factor	NOUN
ajgt-4122	128	25	such	such	ADJ
ajgt-4122	128	26	as	as	ADP
ajgt-4122	128	27	soil	soil	NOUN
ajgt-4122	128	28	moisture	moisture	NOUN
ajgt-4122	128	29	and	and	CCONJ
ajgt-4122	128	30	composition	composition	NOUN
ajgt-4122	128	31	.	.	PUNCT
ajgt-4122	129	1	conversely	conversely	ADV
ajgt-4122	129	2	,	,	PUNCT
ajgt-4122	129	3	several	several	ADJ
ajgt-4122	129	4	features	feature	NOUN
ajgt-4122	129	5	exhibit	exhibit	VERB
ajgt-4122	129	6	minimal	minimal	ADJ
ajgt-4122	129	7	correlation	correlation	NOUN
ajgt-4122	129	8	,	,	PUNCT
ajgt-4122	129	9	suggesting	suggest	VERB
ajgt-4122	129	10	weaker	weak	ADJ
ajgt-4122	129	11	interdependence	interdependence	NOUN
ajgt-4122	129	12	.	.	PUNCT
ajgt-4122	130	1	for	for	ADP
ajgt-4122	130	2	example	example	NOUN
ajgt-4122	130	3	,	,	PUNCT
ajgt-4122	130	4	the	the	DET
ajgt-4122	130	5	weak	weak	ADJ
ajgt-4122	130	6	correlation	correlation	NOUN
ajgt-4122	130	7	observed	observe	VERB
ajgt-4122	130	8	between	between	ADP
ajgt-4122	130	9	elevation	elevation	NOUN
ajgt-4122	130	10	and	and	CCONJ
ajgt-4122	130	11	soil	soil	NOUN
ajgt-4122	130	12	type	type	NOUN
ajgt-4122	130	13	suggests	suggest	VERB
ajgt-4122	130	14	that	that	SCONJ
ajgt-4122	130	15	soil	soil	NOUN
ajgt-4122	130	16	properties	property	NOUN
ajgt-4122	130	17	are	be	AUX
ajgt-4122	130	18	largely	largely	ADV
ajgt-4122	130	19	independent	independent	ADJ
ajgt-4122	130	20	of	of	ADP
ajgt-4122	130	21	altitude	altitude	NOUN
ajgt-4122	130	22	.	.	PUNCT
ajgt-4122	131	1	similarly	similarly	ADV
ajgt-4122	131	2	,	,	PUNCT
ajgt-4122	131	3	the	the	DET
ajgt-4122	131	4	correlation	correlation	NOUN
ajgt-4122	131	5	between	between	ADP
ajgt-4122	131	6	rainfall	rainfall	NOUN
ajgt-4122	131	7	and	and	CCONJ
ajgt-4122	131	8	elevation	elevation	NOUN
ajgt-4122	131	9	is	be	AUX
ajgt-4122	131	10	low	low	ADJ
ajgt-4122	131	11	,	,	PUNCT
ajgt-4122	131	12	indicating	indicate	VERB
ajgt-4122	131	13	that	that	SCONJ
ajgt-4122	131	14	rainfall	rainfall	NOUN
ajgt-4122	131	15	patterns	pattern	NOUN
ajgt-4122	131	16	do	do	AUX
ajgt-4122	131	17	not	not	PART
ajgt-4122	131	18	strongly	strongly	ADV
ajgt-4122	131	19	relate	relate	VERB
ajgt-4122	131	20	to	to	ADP
ajgt-4122	131	21	elevation	elevation	NOUN
ajgt-4122	131	22	variations	variation	NOUN
ajgt-4122	131	23	within	within	ADP
ajgt-4122	131	24	the	the	DET
ajgt-4122	131	25	region	region	NOUN
ajgt-4122	131	26	.	.	PUNCT
ajgt-4122	132	1	the	the	DET
ajgt-4122	132	2	relationship	relationship	NOUN
ajgt-4122	132	3	between	between	ADP
ajgt-4122	132	4	ndvi	ndvi	NOUN
ajgt-4122	132	5	and	and	CCONJ
ajgt-4122	132	6	elevation	elevation	NOUN
ajgt-4122	132	7	is	be	AUX
ajgt-4122	132	8	also	also	ADV
ajgt-4122	132	9	weak	weak	ADJ
ajgt-4122	132	10	,	,	PUNCT
ajgt-4122	132	11	indicating	indicate	VERB
ajgt-4122	132	12	that	that	SCONJ
ajgt-4122	132	13	vegetation	vegetation	NOUN
ajgt-4122	132	14	density	density	NOUN
ajgt-4122	132	15	is	be	AUX
ajgt-4122	132	16	not	not	PART
ajgt-4122	132	17	significantly	significantly	ADV
ajgt-4122	132	18	affected	affect	VERB
ajgt-4122	132	19	by	by	ADP
ajgt-4122	132	20	altitude	altitude	NOUN
ajgt-4122	132	21	in	in	ADP
ajgt-4122	132	22	this	this	DET
ajgt-4122	132	23	study	study	NOUN
ajgt-4122	132	24	area	area	NOUN
ajgt-4122	132	25	.	.	PUNCT
ajgt-4122	133	1	these	these	DET
ajgt-4122	133	2	insights	insight	NOUN
ajgt-4122	133	3	into	into	ADP
ajgt-4122	133	4	feature	feature	NOUN
ajgt-4122	133	5	correlations	correlation	NOUN
ajgt-4122	133	6	are	be	AUX
ajgt-4122	133	7	essential	essential	ADJ
ajgt-4122	133	8	for	for	ADP
ajgt-4122	133	9	comprehending	comprehend	VERB
ajgt-4122	133	10	the	the	DET
ajgt-4122	133	11	interplay	interplay	NOUN
ajgt-4122	133	12	of	of	ADP
ajgt-4122	133	13	factors	factor	NOUN
ajgt-4122	133	14	contributing	contribute	VERB
ajgt-4122	133	15	to	to	ADP
ajgt-4122	133	16	landslide	landslide	NOUN
ajgt-4122	133	17	susceptibility	susceptibility	NOUN
ajgt-4122	133	18	.	.	PUNCT
ajgt-4122	134	1	identifying	identify	VERB
ajgt-4122	134	2	highly	highly	ADV
ajgt-4122	134	3	correlated	correlate	VERB
ajgt-4122	134	4	features	feature	NOUN
ajgt-4122	134	5	can	can	AUX
ajgt-4122	134	6	help	help	VERB
ajgt-4122	134	7	reduce	reduce	VERB
ajgt-4122	134	8	redundancy	redundancy	NOUN
ajgt-4122	134	9	within	within	ADP
ajgt-4122	134	10	models	model	NOUN
ajgt-4122	134	11	,	,	PUNCT
ajgt-4122	134	12	while	while	SCONJ
ajgt-4122	134	13	incorporating	incorporate	VERB
ajgt-4122	134	14	weakly	weakly	ADJ
ajgt-4122	134	15	correlated	correlate	VERB
ajgt-4122	134	16	features	feature	NOUN
ajgt-4122	134	17	ensures	ensure	VERB
ajgt-4122	134	18	the	the	DET
ajgt-4122	134	19	diversity	diversity	NOUN
ajgt-4122	134	20	and	and	CCONJ
ajgt-4122	134	21	independence	independence	NOUN
ajgt-4122	134	22	of	of	ADP
ajgt-4122	134	23	factors	factor	NOUN
ajgt-4122	134	24	considered	consider	VERB
ajgt-4122	134	25	in	in	ADP
ajgt-4122	134	26	the	the	DET
ajgt-4122	134	27	analysis	analysis	NOUN
ajgt-4122	134	28	.	.	PUNCT
ajgt-4122	135	1	figure	figure	NOUN
ajgt-4122	135	2	3	3	NUM
ajgt-4122	135	3	:	:	PUNCT
ajgt-4122	135	4	landslide	landslide	NOUN
ajgt-4122	135	5	inventory	inventory	NOUN
ajgt-4122	135	6	figure	figure	NOUN
ajgt-4122	135	7	4	4	NUM
ajgt-4122	135	8	:	:	PUNCT
ajgt-4122	135	9	correlation	correlation	NOUN
ajgt-4122	135	10	matrix	matrix	NOUN
ajgt-4122	135	11	of	of	ADP
ajgt-4122	135	12	conditioning	conditioning	NOUN
ajgt-4122	135	13	factors	factor	NOUN
ajgt-4122	135	14	pa	pa	PROPN
ajgt-4122	135	15	ge	ge	PROPN
ajgt-4122	135	16	16	16	NUM
ajgt-4122	135	17	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-4122	135	18	am	be	AUX
ajgt-4122	135	19	.	.	PUNCT
ajgt-4122	136	1	j.	j.	PROPN
ajgt-4122	136	2	geo	geo	PROPN
ajgt-4122	136	3	spat	spat	PROPN
ajgt-4122	136	4	.	.	PUNCT
ajgt-4122	137	1	technol	technol	PROPN
ajgt-4122	137	2	.	.	PUNCT
ajgt-4122	138	1	4(1	4(1	NOUN
ajgt-4122	138	2	)	)	PUNCT
ajgt-4122	139	1	11	11	NUM
ajgt-4122	139	2	-	-	SYM
ajgt-4122	139	3	21	21	NUM
ajgt-4122	139	4	,	,	PUNCT
ajgt-4122	139	5	2025	2025	NUM
ajgt-4122	139	6	methodology	methodology	NOUN
ajgt-4122	139	7	the	the	DET
ajgt-4122	139	8	methodology	methodology	NOUN
ajgt-4122	139	9	utilized	utilize	VERB
ajgt-4122	139	10	in	in	ADP
ajgt-4122	139	11	this	this	DET
ajgt-4122	139	12	study	study	NOUN
ajgt-4122	139	13	is	be	AUX
ajgt-4122	139	14	presented	present	VERB
ajgt-4122	139	15	in	in	ADP
ajgt-4122	139	16	figure	figure	NOUN
ajgt-4122	139	17	5	5	NUM
ajgt-4122	139	18	,	,	PUNCT
ajgt-4122	139	19	which	which	PRON
ajgt-4122	139	20	outlines	outline	VERB
ajgt-4122	139	21	the	the	DET
ajgt-4122	139	22	systematic	systematic	ADJ
ajgt-4122	139	23	approach	approach	NOUN
ajgt-4122	139	24	adopted	adopt	VERB
ajgt-4122	139	25	to	to	PART
ajgt-4122	139	26	achieve	achieve	VERB
ajgt-4122	139	27	reliable	reliable	ADJ
ajgt-4122	139	28	landslide	landslide	NOUN
ajgt-4122	139	29	susceptibility	susceptibility	NOUN
ajgt-4122	139	30	mapping	mapping	NOUN
ajgt-4122	139	31	.	.	PUNCT
ajgt-4122	140	1	the	the	DET
ajgt-4122	140	2	research	research	NOUN
ajgt-4122	140	3	employs	employ	VERB
ajgt-4122	140	4	a	a	DET
ajgt-4122	140	5	multi	multi	ADJ
ajgt-4122	140	6	-	-	ADJ
ajgt-4122	140	7	layer	layer	ADJ
ajgt-4122	140	8	perceptron	perceptron	PROPN
ajgt-4122	140	9	neural	neural	ADJ
ajgt-4122	140	10	network	network	NOUN
ajgt-4122	140	11	(	(	PUNCT
ajgt-4122	140	12	mlpnn	mlpnn	PROPN
ajgt-4122	140	13	)	)	PUNCT
ajgt-4122	140	14	to	to	PART
ajgt-4122	140	15	generate	generate	VERB
ajgt-4122	140	16	landslide	landslide	NOUN
ajgt-4122	140	17	susceptibility	susceptibility	NOUN
ajgt-4122	140	18	maps	map	NOUN
ajgt-4122	140	19	(	(	PUNCT
ajgt-4122	140	20	lsms	lsm	NOUN
ajgt-4122	140	21	)	)	PUNCT
ajgt-4122	140	22	across	across	ADP
ajgt-4122	140	23	a	a	DET
ajgt-4122	140	24	defined	define	VERB
ajgt-4122	140	25	range	range	NOUN
ajgt-4122	140	26	of	of	ADP
ajgt-4122	140	27	hyperparameters	hyperparameter	NOUN
ajgt-4122	140	28	,	,	PUNCT
ajgt-4122	140	29	detailed	detail	VERB
ajgt-4122	140	30	in	in	ADP
ajgt-4122	140	31	table	table	NOUN
ajgt-4122	140	32	1	1	NUM
ajgt-4122	140	33	.	.	PUNCT
ajgt-4122	141	1	a	a	DET
ajgt-4122	141	2	significant	significant	ADJ
ajgt-4122	141	3	focus	focus	NOUN
ajgt-4122	141	4	of	of	ADP
ajgt-4122	141	5	the	the	DET
ajgt-4122	141	6	study	study	NOUN
ajgt-4122	141	7	is	be	AUX
ajgt-4122	141	8	the	the	DET
ajgt-4122	141	9	comparative	comparative	ADJ
ajgt-4122	141	10	analysis	analysis	NOUN
ajgt-4122	141	11	of	of	ADP
ajgt-4122	141	12	various	various	ADJ
ajgt-4122	141	13	activation	activation	NOUN
ajgt-4122	141	14	functions	function	NOUN
ajgt-4122	141	15	,	,	PUNCT
ajgt-4122	141	16	specifically	specifically	ADV
ajgt-4122	141	17	‘	'	PUNCT
ajgt-4122	141	18	relu	relu	NOUN
ajgt-4122	141	19	’	'	PUNCT
ajgt-4122	141	20	,	,	PUNCT
ajgt-4122	141	21	‘	'	PUNCT
ajgt-4122	141	22	logistic	logistic	ADJ
ajgt-4122	141	23	’	'	PUNCT
ajgt-4122	141	24	,	,	PUNCT
ajgt-4122	141	25	‘	'	PUNCT
ajgt-4122	141	26	tanh	tanh	NOUN
ajgt-4122	141	27	’	'	PUNCT
ajgt-4122	141	28	,	,	PUNCT
ajgt-4122	141	29	and	and	CCONJ
ajgt-4122	141	30	‘	'	PUNCT
ajgt-4122	141	31	identity	identity	NOUN
ajgt-4122	141	32	’	'	PUNCT
ajgt-4122	141	33	,	,	PUNCT
ajgt-4122	141	34	and	and	CCONJ
ajgt-4122	141	35	their	their	PRON
ajgt-4122	141	36	effectiveness	effectiveness	NOUN
ajgt-4122	141	37	in	in	ADP
ajgt-4122	141	38	producing	produce	VERB
ajgt-4122	141	39	lsms	lsm	NOUN
ajgt-4122	141	40	.	.	PUNCT
ajgt-4122	142	1	the	the	DET
ajgt-4122	142	2	choice	choice	NOUN
ajgt-4122	142	3	of	of	ADP
ajgt-4122	142	4	activation	activation	NOUN
ajgt-4122	142	5	function	function	NOUN
ajgt-4122	142	6	is	be	AUX
ajgt-4122	142	7	critical	critical	ADJ
ajgt-4122	142	8	,	,	PUNCT
ajgt-4122	142	9	as	as	SCONJ
ajgt-4122	142	10	it	it	PRON
ajgt-4122	142	11	influences	influence	VERB
ajgt-4122	142	12	the	the	DET
ajgt-4122	142	13	network	network	NOUN
ajgt-4122	142	14	’s	’s	PART
ajgt-4122	142	15	ability	ability	NOUN
ajgt-4122	142	16	to	to	PART
ajgt-4122	142	17	learn	learn	VERB
ajgt-4122	142	18	complex	complex	ADJ
ajgt-4122	142	19	,	,	PUNCT
ajgt-4122	142	20	non	non	ADJ
ajgt-4122	142	21	-	-	ADJ
ajgt-4122	142	22	linear	linear	ADJ
ajgt-4122	142	23	relationships	relationship	NOUN
ajgt-4122	142	24	inherent	inherent	ADJ
ajgt-4122	142	25	in	in	ADP
ajgt-4122	142	26	the	the	DET
ajgt-4122	142	27	input	input	NOUN
ajgt-4122	142	28	data	datum	NOUN
ajgt-4122	142	29	.	.	PUNCT
ajgt-4122	143	1	this	this	PRON
ajgt-4122	143	2	is	be	AUX
ajgt-4122	143	3	especially	especially	ADV
ajgt-4122	143	4	relevant	relevant	ADJ
ajgt-4122	143	5	in	in	ADP
ajgt-4122	143	6	landslide	landslide	NOUN
ajgt-4122	143	7	susceptibility	susceptibility	NOUN
ajgt-4122	143	8	mapping	mapping	NOUN
ajgt-4122	143	9	,	,	PUNCT
ajgt-4122	143	10	where	where	SCONJ
ajgt-4122	143	11	the	the	DET
ajgt-4122	143	12	interactions	interaction	NOUN
ajgt-4122	143	13	among	among	ADP
ajgt-4122	143	14	geological	geological	ADJ
ajgt-4122	143	15	,	,	PUNCT
ajgt-4122	143	16	hydrological	hydrological	ADJ
ajgt-4122	143	17	,	,	PUNCT
ajgt-4122	143	18	and	and	CCONJ
ajgt-4122	143	19	environmental	environmental	ADJ
ajgt-4122	143	20	factors	factor	NOUN
ajgt-4122	143	21	are	be	AUX
ajgt-4122	143	22	often	often	ADV
ajgt-4122	143	23	intricate	intricate	ADJ
ajgt-4122	143	24	and	and	CCONJ
ajgt-4122	143	25	non	non	ADJ
ajgt-4122	143	26	-	-	ADJ
ajgt-4122	143	27	linear	linear	ADJ
ajgt-4122	143	28	.	.	PUNCT
ajgt-4122	144	1	by	by	ADP
ajgt-4122	144	2	varying	vary	VERB
ajgt-4122	144	3	the	the	DET
ajgt-4122	144	4	activation	activation	NOUN
ajgt-4122	144	5	functions	function	NOUN
ajgt-4122	144	6	and	and	CCONJ
ajgt-4122	144	7	evaluating	evaluate	VERB
ajgt-4122	144	8	their	their	PRON
ajgt-4122	144	9	impact	impact	NOUN
ajgt-4122	144	10	on	on	ADP
ajgt-4122	144	11	the	the	DET
ajgt-4122	144	12	model	model	NOUN
ajgt-4122	144	13	’s	’s	PART
ajgt-4122	144	14	predictive	predictive	ADJ
ajgt-4122	144	15	accuracy	accuracy	NOUN
ajgt-4122	144	16	,	,	PUNCT
ajgt-4122	144	17	this	this	DET
ajgt-4122	144	18	research	research	NOUN
ajgt-4122	144	19	aims	aim	VERB
ajgt-4122	144	20	to	to	PART
ajgt-4122	144	21	identify	identify	VERB
ajgt-4122	144	22	the	the	DET
ajgt-4122	144	23	most	most	ADV
ajgt-4122	144	24	appropriate	appropriate	ADJ
ajgt-4122	144	25	function	function	NOUN
ajgt-4122	144	26	for	for	ADP
ajgt-4122	144	27	this	this	DET
ajgt-4122	144	28	particular	particular	ADJ
ajgt-4122	144	29	application	application	NOUN
ajgt-4122	144	30	.	.	PUNCT
ajgt-4122	145	1	notably	notably	ADV
ajgt-4122	145	2	,	,	PUNCT
ajgt-4122	145	3	the	the	DET
ajgt-4122	145	4	relu	relu	NOUN
ajgt-4122	145	5	activation	activation	NOUN
ajgt-4122	145	6	function	function	NOUN
ajgt-4122	145	7	is	be	AUX
ajgt-4122	145	8	recognized	recognize	VERB
ajgt-4122	145	9	for	for	ADP
ajgt-4122	145	10	its	its	PRON
ajgt-4122	145	11	computational	computational	ADJ
ajgt-4122	145	12	efficiency	efficiency	NOUN
ajgt-4122	145	13	and	and	CCONJ
ajgt-4122	145	14	its	its	PRON
ajgt-4122	145	15	effectiveness	effectiveness	NOUN
ajgt-4122	145	16	in	in	ADP
ajgt-4122	145	17	overcoming	overcome	VERB
ajgt-4122	145	18	the	the	DET
ajgt-4122	145	19	vanishing	vanish	VERB
ajgt-4122	145	20	gradient	gradient	NOUN
ajgt-4122	145	21	problem	problem	NOUN
ajgt-4122	145	22	,	,	PUNCT
ajgt-4122	145	23	making	make	VERB
ajgt-4122	145	24	it	it	PRON
ajgt-4122	145	25	a	a	DET
ajgt-4122	145	26	widely	widely	ADV
ajgt-4122	145	27	used	use	VERB
ajgt-4122	145	28	option	option	NOUN
ajgt-4122	145	29	in	in	ADP
ajgt-4122	145	30	deep	deep	ADJ
ajgt-4122	145	31	learning	learning	NOUN
ajgt-4122	145	32	.	.	PUNCT
ajgt-4122	146	1	conversely	conversely	ADV
ajgt-4122	146	2	,	,	PUNCT
ajgt-4122	146	3	the	the	DET
ajgt-4122	146	4	sigmoid	sigmoid	NOUN
ajgt-4122	146	5	and	and	CCONJ
ajgt-4122	146	6	tanh	tanh	NOUN
ajgt-4122	146	7	functions	function	NOUN
ajgt-4122	146	8	are	be	AUX
ajgt-4122	146	9	more	more	ADV
ajgt-4122	146	10	suitable	suitable	ADJ
ajgt-4122	146	11	for	for	ADP
ajgt-4122	146	12	situations	situation	NOUN
ajgt-4122	146	13	requiring	require	VERB
ajgt-4122	146	14	probabilistic	probabilistic	ADJ
ajgt-4122	146	15	interpretations	interpretation	NOUN
ajgt-4122	146	16	,	,	PUNCT
ajgt-4122	146	17	as	as	SCONJ
ajgt-4122	146	18	they	they	PRON
ajgt-4122	146	19	constrain	constrain	VERB
ajgt-4122	146	20	outputs	output	NOUN
ajgt-4122	146	21	within	within	ADP
ajgt-4122	146	22	a	a	DET
ajgt-4122	146	23	defined	define	VERB
ajgt-4122	146	24	range	range	NOUN
ajgt-4122	146	25	.	.	PUNCT
ajgt-4122	147	1	the	the	DET
ajgt-4122	147	2	comparative	comparative	ADJ
ajgt-4122	147	3	analysis	analysis	NOUN
ajgt-4122	147	4	conducted	conduct	VERB
ajgt-4122	147	5	in	in	ADP
ajgt-4122	147	6	this	this	DET
ajgt-4122	147	7	study	study	NOUN
ajgt-4122	147	8	provides	provide	VERB
ajgt-4122	147	9	valuable	valuable	ADJ
ajgt-4122	147	10	insights	insight	NOUN
ajgt-4122	147	11	into	into	ADP
ajgt-4122	147	12	how	how	SCONJ
ajgt-4122	147	13	different	different	ADJ
ajgt-4122	147	14	activation	activation	NOUN
ajgt-4122	147	15	functions	function	NOUN
ajgt-4122	147	16	influence	influence	VERB
ajgt-4122	147	17	the	the	DET
ajgt-4122	147	18	overall	overall	ADJ
ajgt-4122	147	19	performance	performance	NOUN
ajgt-4122	147	20	of	of	ADP
ajgt-4122	147	21	the	the	DET
ajgt-4122	147	22	mlpnn	mlpnn	NOUN
ajgt-4122	147	23	.	.	PUNCT
ajgt-4122	148	1	this	this	PRON
ajgt-4122	148	2	is	be	AUX
ajgt-4122	148	3	assessed	assess	VERB
ajgt-4122	148	4	through	through	ADP
ajgt-4122	148	5	key	key	ADJ
ajgt-4122	148	6	metrics	metric	NOUN
ajgt-4122	148	7	,	,	PUNCT
ajgt-4122	148	8	including	include	VERB
ajgt-4122	148	9	kappa	kappa	PROPN
ajgt-4122	148	10	,	,	PUNCT
ajgt-4122	148	11	sensitivity	sensitivity	NOUN
ajgt-4122	148	12	,	,	PUNCT
ajgt-4122	148	13	specificity	specificity	NOUN
ajgt-4122	148	14	,	,	PUNCT
ajgt-4122	148	15	and	and	CCONJ
ajgt-4122	148	16	auc	auc	NOUN
ajgt-4122	148	17	.	.	PUNCT
ajgt-4122	149	1	the	the	DET
ajgt-4122	149	2	findings	finding	NOUN
ajgt-4122	149	3	contribute	contribute	VERB
ajgt-4122	149	4	to	to	ADP
ajgt-4122	149	5	an	an	DET
ajgt-4122	149	6	enhanced	enhanced	ADJ
ajgt-4122	149	7	understanding	understanding	NOUN
ajgt-4122	149	8	of	of	ADP
ajgt-4122	149	9	the	the	DET
ajgt-4122	149	10	model	model	NOUN
ajgt-4122	149	11	’s	’s	PART
ajgt-4122	149	12	capabilities	capability	NOUN
ajgt-4122	149	13	and	and	CCONJ
ajgt-4122	149	14	offer	offer	VERB
ajgt-4122	149	15	guidance	guidance	NOUN
ajgt-4122	149	16	for	for	ADP
ajgt-4122	149	17	the	the	DET
ajgt-4122	149	18	refinement	refinement	NOUN
ajgt-4122	149	19	of	of	ADP
ajgt-4122	149	20	methodologies	methodology	NOUN
ajgt-4122	149	21	in	in	ADP
ajgt-4122	149	22	landslide	landslide	NOUN
ajgt-4122	149	23	susceptibility	susceptibility	NOUN
ajgt-4122	149	24	mapping	mapping	NOUN
ajgt-4122	149	25	.	.	PUNCT
ajgt-4122	150	1	table	table	NOUN
ajgt-4122	150	2	1	1	NUM
ajgt-4122	150	3	:	:	PUNCT
ajgt-4122	150	4	mlpnn	mlpnn	PROPN
ajgt-4122	150	5	hyperparameter	hyperparameter	PROPN
ajgt-4122	150	6	settings	setting	NOUN
ajgt-4122	150	7	hyperparameter	hyperparameter	VERB
ajgt-4122	150	8	values	value	NOUN
ajgt-4122	150	9	solver	solver	VERB
ajgt-4122	150	10	adam	adam	PROPN
ajgt-4122	150	11	activation	activation	NOUN
ajgt-4122	150	12	relu	relu	NOUN
ajgt-4122	150	13	;	;	PUNCT
ajgt-4122	151	1	logistic	logistic	ADJ
ajgt-4122	151	2	;	;	PUNCT
ajgt-4122	151	3	tanh	tanh	NOUN
ajgt-4122	151	4	;	;	PUNCT
ajgt-4122	151	5	identity	identity	NOUN
ajgt-4122	151	6	hidden	hide	VERB
ajgt-4122	151	7	layer	layer	NOUN
ajgt-4122	151	8	[	[	X
ajgt-4122	151	9	50,50,50,50,50	50,50,50,50,50	X
ajgt-4122	151	10	]	]	X
ajgt-4122	151	11	max_iter	max_iter	NOUN
ajgt-4122	151	12	500	500	NUM
ajgt-4122	151	13	learning_rate	learning_rate	ADJ
ajgt-4122	151	14	adaptive	adaptive	ADJ
ajgt-4122	151	15	learning_rate	learning_rate	PROPN
ajgt-4122	151	16	0.01	0.01	NUM
ajgt-4122	151	17	furthermore	furthermore	ADV
ajgt-4122	151	18	,	,	PUNCT
ajgt-4122	151	19	hyperparameters	hyperparameter	NOUN
ajgt-4122	151	20	are	be	AUX
ajgt-4122	151	21	essential	essential	ADJ
ajgt-4122	151	22	in	in	ADP
ajgt-4122	151	23	optimizing	optimize	VERB
ajgt-4122	151	24	the	the	DET
ajgt-4122	151	25	model	model	NOUN
ajgt-4122	151	26	’s	’s	PART
ajgt-4122	151	27	performance	performance	NOUN
ajgt-4122	151	28	.	.	PUNCT
ajgt-4122	152	1	by	by	ADP
ajgt-4122	152	2	systematically	systematically	ADV
ajgt-4122	152	3	adjusting	adjust	VERB
ajgt-4122	152	4	these	these	DET
ajgt-4122	152	5	parameters	parameter	NOUN
ajgt-4122	152	6	,	,	PUNCT
ajgt-4122	152	7	we	we	PRON
ajgt-4122	152	8	aim	aim	VERB
ajgt-4122	152	9	to	to	PART
ajgt-4122	152	10	prevent	prevent	VERB
ajgt-4122	152	11	underfitting	underfitting	NOUN
ajgt-4122	152	12	and	and	CCONJ
ajgt-4122	152	13	overfitting	overfitting	NOUN
ajgt-4122	152	14	,	,	PUNCT
ajgt-4122	152	15	thereby	thereby	ADV
ajgt-4122	152	16	enhancing	enhance	VERB
ajgt-4122	152	17	the	the	DET
ajgt-4122	152	18	model	model	NOUN
ajgt-4122	152	19	’s	’s	PART
ajgt-4122	152	20	effectiveness	effectiveness	NOUN
ajgt-4122	152	21	with	with	ADP
ajgt-4122	152	22	the	the	DET
ajgt-4122	152	23	training	training	NOUN
ajgt-4122	152	24	data	datum	NOUN
ajgt-4122	152	25	.	.	PUNCT
ajgt-4122	153	1	this	this	DET
ajgt-4122	153	2	careful	careful	ADJ
ajgt-4122	153	3	calibration	calibration	NOUN
ajgt-4122	153	4	has	have	AUX
ajgt-4122	153	5	enabled	enable	VERB
ajgt-4122	153	6	us	we	PRON
ajgt-4122	153	7	to	to	PART
ajgt-4122	153	8	generate	generate	VERB
ajgt-4122	153	9	a	a	DET
ajgt-4122	153	10	series	series	NOUN
ajgt-4122	153	11	of	of	ADP
ajgt-4122	153	12	landslide	landslide	NOUN
ajgt-4122	153	13	susceptibility	susceptibility	NOUN
ajgt-4122	153	14	maps	map	NOUN
ajgt-4122	153	15	(	(	PUNCT
ajgt-4122	153	16	lsms	lsm	NOUN
ajgt-4122	153	17	)	)	PUNCT
ajgt-4122	153	18	,	,	PUNCT
ajgt-4122	153	19	which	which	PRON
ajgt-4122	153	20	were	be	AUX
ajgt-4122	153	21	subsequently	subsequently	ADV
ajgt-4122	153	22	compared	compare	VERB
ajgt-4122	153	23	to	to	PART
ajgt-4122	153	24	identify	identify	VERB
ajgt-4122	153	25	the	the	DET
ajgt-4122	153	26	most	most	ADV
ajgt-4122	153	27	effective	effective	ADJ
ajgt-4122	153	28	model	model	NOUN
ajgt-4122	153	29	.	.	PUNCT
ajgt-4122	154	1	these	these	DET
ajgt-4122	154	2	maps	map	NOUN
ajgt-4122	154	3	were	be	AUX
ajgt-4122	154	4	visually	visually	ADV
ajgt-4122	154	5	represented	represent	VERB
ajgt-4122	154	6	and	and	CCONJ
ajgt-4122	154	7	validated	validate	VERB
ajgt-4122	154	8	against	against	ADP
ajgt-4122	154	9	ground	ground	NOUN
ajgt-4122	154	10	-	-	PUNCT
ajgt-4122	154	11	truth	truth	NOUN
ajgt-4122	154	12	data	datum	NOUN
ajgt-4122	154	13	as	as	ADV
ajgt-4122	154	14	well	well	ADV
ajgt-4122	154	15	as	as	ADP
ajgt-4122	154	16	historical	historical	ADJ
ajgt-4122	154	17	landslide	landslide	NOUN
ajgt-4122	154	18	occurrences	occurrence	NOUN
ajgt-4122	154	19	,	,	PUNCT
ajgt-4122	154	20	providing	provide	VERB
ajgt-4122	154	21	a	a	DET
ajgt-4122	154	22	comprehensive	comprehensive	ADJ
ajgt-4122	154	23	assessment	assessment	NOUN
ajgt-4122	154	24	of	of	ADP
ajgt-4122	154	25	their	their	PRON
ajgt-4122	154	26	reliability	reliability	NOUN
ajgt-4122	154	27	.	.	PUNCT
ajgt-4122	155	1	the	the	DET
ajgt-4122	155	2	comparative	comparative	ADJ
ajgt-4122	155	3	analysis	analysis	NOUN
ajgt-4122	155	4	yields	yield	NOUN
ajgt-4122	155	5	critical	critical	ADJ
ajgt-4122	155	6	insights	insight	NOUN
ajgt-4122	155	7	into	into	ADP
ajgt-4122	155	8	how	how	SCONJ
ajgt-4122	155	9	various	various	ADJ
ajgt-4122	155	10	activation	activation	NOUN
ajgt-4122	155	11	functions	function	NOUN
ajgt-4122	155	12	can	can	AUX
ajgt-4122	155	13	influence	influence	VERB
ajgt-4122	155	14	the	the	DET
ajgt-4122	155	15	model	model	NOUN
ajgt-4122	155	16	’s	’s	PART
ajgt-4122	155	17	performance	performance	NOUN
ajgt-4122	155	18	and	and	CCONJ
ajgt-4122	155	19	predictive	predictive	ADJ
ajgt-4122	155	20	accuracy	accuracy	NOUN
ajgt-4122	155	21	.	.	PUNCT
ajgt-4122	156	1	the	the	DET
ajgt-4122	156	2	methodology	methodology	NOUN
ajgt-4122	156	3	adopted	adopt	VERB
ajgt-4122	156	4	in	in	ADP
ajgt-4122	156	5	this	this	DET
ajgt-4122	156	6	study	study	NOUN
ajgt-4122	156	7	exemplifies	exemplify	VERB
ajgt-4122	156	8	a	a	DET
ajgt-4122	156	9	meticulous	meticulous	ADJ
ajgt-4122	156	10	and	and	CCONJ
ajgt-4122	156	11	systematic	systematic	ADJ
ajgt-4122	156	12	approach	approach	NOUN
ajgt-4122	156	13	to	to	ADP
ajgt-4122	156	14	landslide	landslide	NOUN
ajgt-4122	156	15	susceptibility	susceptibility	NOUN
ajgt-4122	156	16	mapping	mapping	NOUN
ajgt-4122	156	17	.	.	PUNCT
ajgt-4122	157	1	by	by	ADP
ajgt-4122	157	2	harnessing	harness	VERB
ajgt-4122	157	3	the	the	DET
ajgt-4122	157	4	capabilities	capability	NOUN
ajgt-4122	157	5	of	of	ADP
ajgt-4122	157	6	mlpnn	mlpnn	NOUN
ajgt-4122	157	7	and	and	CCONJ
ajgt-4122	157	8	investigating	investigate	VERB
ajgt-4122	157	9	a	a	DET
ajgt-4122	157	10	wide	wide	ADJ
ajgt-4122	157	11	range	range	NOUN
ajgt-4122	157	12	of	of	ADP
ajgt-4122	157	13	hyperparameters	hyperparameter	NOUN
ajgt-4122	157	14	and	and	CCONJ
ajgt-4122	157	15	activation	activation	NOUN
ajgt-4122	157	16	functions	function	NOUN
ajgt-4122	157	17	,	,	PUNCT
ajgt-4122	157	18	this	this	DET
ajgt-4122	157	19	research	research	NOUN
ajgt-4122	157	20	establishes	establish	VERB
ajgt-4122	157	21	a	a	DET
ajgt-4122	157	22	robust	robust	ADJ
ajgt-4122	157	23	framework	framework	NOUN
ajgt-4122	157	24	for	for	ADP
ajgt-4122	157	25	the	the	DET
ajgt-4122	157	26	development	development	NOUN
ajgt-4122	157	27	of	of	ADP
ajgt-4122	157	28	high	high	ADJ
ajgt-4122	157	29	-	-	PUNCT
ajgt-4122	157	30	quality	quality	NOUN
ajgt-4122	157	31	lsms	lsm	NOUN
ajgt-4122	157	32	.	.	PUNCT
ajgt-4122	158	1	figure	figure	VERB
ajgt-4122	158	2	5	5	NUM
ajgt-4122	158	3	:	:	PUNCT
ajgt-4122	158	4	methodology	methodology	NOUN
ajgt-4122	158	5	of	of	ADP
ajgt-4122	158	6	the	the	DET
ajgt-4122	158	7	study	study	NOUN
ajgt-4122	158	8	pa	pa	PROPN
ajgt-4122	158	9	ge	ge	PROPN
ajgt-4122	158	10	17	17	NUM
ajgt-4122	158	11	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-4122	158	12	am	be	AUX
ajgt-4122	158	13	.	.	PUNCT
ajgt-4122	159	1	j.	j.	PROPN
ajgt-4122	159	2	geo	geo	PROPN
ajgt-4122	159	3	spat	spat	PROPN
ajgt-4122	159	4	.	.	PUNCT
ajgt-4122	160	1	technol	technol	PROPN
ajgt-4122	160	2	.	.	PUNCT
ajgt-4122	161	1	4(1	4(1	NOUN
ajgt-4122	161	2	)	)	PUNCT
ajgt-4122	162	1	11	11	NUM
ajgt-4122	162	2	-	-	SYM
ajgt-4122	162	3	21	21	NUM
ajgt-4122	162	4	,	,	PUNCT
ajgt-4122	162	5	2025	2025	NUM
ajgt-4122	162	6	results	result	NOUN
ajgt-4122	162	7	and	and	CCONJ
ajgt-4122	162	8	discussion	discussion	VERB
ajgt-4122	162	9	the	the	DET
ajgt-4122	162	10	study	study	NOUN
ajgt-4122	162	11	utilized	utilize	VERB
ajgt-4122	162	12	a	a	DET
ajgt-4122	162	13	multi	multi	ADJ
ajgt-4122	162	14	-	-	ADJ
ajgt-4122	162	15	layer	layer	ADJ
ajgt-4122	162	16	perceptron	perceptron	PROPN
ajgt-4122	162	17	neural	neural	ADJ
ajgt-4122	162	18	network	network	NOUN
ajgt-4122	162	19	(	(	PUNCT
ajgt-4122	162	20	mlpnn	mlpnn	PROPN
ajgt-4122	162	21	)	)	PUNCT
ajgt-4122	162	22	to	to	PART
ajgt-4122	162	23	conduct	conduct	VERB
ajgt-4122	162	24	a	a	DET
ajgt-4122	162	25	comparative	comparative	ADJ
ajgt-4122	162	26	analysis	analysis	NOUN
ajgt-4122	162	27	of	of	ADP
ajgt-4122	162	28	various	various	ADJ
ajgt-4122	162	29	activation	activation	NOUN
ajgt-4122	162	30	functions	function	NOUN
ajgt-4122	162	31	,	,	PUNCT
ajgt-4122	162	32	specifically	specifically	ADV
ajgt-4122	162	33	‘	'	PUNCT
ajgt-4122	162	34	relu	relu	NOUN
ajgt-4122	162	35	’	'	PUNCT
ajgt-4122	162	36	,	,	PUNCT
ajgt-4122	162	37	‘	'	PUNCT
ajgt-4122	162	38	logistic	logistic	ADJ
ajgt-4122	162	39	’	'	PUNCT
ajgt-4122	162	40	,	,	PUNCT
ajgt-4122	162	41	‘	'	PUNCT
ajgt-4122	162	42	tanh	tanh	NOUN
ajgt-4122	162	43	’	'	PUNCT
ajgt-4122	162	44	,	,	PUNCT
ajgt-4122	162	45	and	and	CCONJ
ajgt-4122	162	46	‘	'	PUNCT
ajgt-4122	162	47	identity	identity	NOUN
ajgt-4122	162	48	’	'	PUNCT
ajgt-4122	162	49	,	,	PUNCT
ajgt-4122	162	50	in	in	ADP
ajgt-4122	162	51	the	the	DET
ajgt-4122	162	52	context	context	NOUN
ajgt-4122	162	53	of	of	ADP
ajgt-4122	162	54	generating	generate	VERB
ajgt-4122	162	55	landslide	landslide	NOUN
ajgt-4122	162	56	susceptibility	susceptibility	NOUN
ajgt-4122	162	57	maps	map	NOUN
ajgt-4122	162	58	.	.	PUNCT
ajgt-4122	163	1	these	these	DET
ajgt-4122	163	2	activation	activation	NOUN
ajgt-4122	163	3	functions	function	NOUN
ajgt-4122	163	4	were	be	AUX
ajgt-4122	163	5	selected	select	VERB
ajgt-4122	163	6	for	for	ADP
ajgt-4122	163	7	their	their	PRON
ajgt-4122	163	8	distinct	distinct	ADJ
ajgt-4122	163	9	characteristics	characteristic	NOUN
ajgt-4122	163	10	and	and	CCONJ
ajgt-4122	163	11	prevalent	prevalent	ADJ
ajgt-4122	163	12	application	application	NOUN
ajgt-4122	163	13	in	in	ADP
ajgt-4122	163	14	neural	neural	ADJ
ajgt-4122	163	15	network	network	NOUN
ajgt-4122	163	16	methodologies	methodology	NOUN
ajgt-4122	163	17	,	,	PUNCT
ajgt-4122	163	18	particularly	particularly	ADV
ajgt-4122	163	19	for	for	ADP
ajgt-4122	163	20	addressing	address	VERB
ajgt-4122	163	21	non	non	ADJ
ajgt-4122	163	22	-	-	ADJ
ajgt-4122	163	23	linear	linear	ADJ
ajgt-4122	163	24	classification	classification	NOUN
ajgt-4122	163	25	challenges	challenge	NOUN
ajgt-4122	163	26	.	.	PUNCT
ajgt-4122	164	1	the	the	DET
ajgt-4122	164	2	primary	primary	ADJ
ajgt-4122	164	3	objective	objective	NOUN
ajgt-4122	164	4	of	of	ADP
ajgt-4122	164	5	the	the	DET
ajgt-4122	164	6	study	study	NOUN
ajgt-4122	164	7	was	be	AUX
ajgt-4122	164	8	to	to	PART
ajgt-4122	164	9	identify	identify	VERB
ajgt-4122	164	10	the	the	DET
ajgt-4122	164	11	activation	activation	NOUN
ajgt-4122	164	12	function	function	NOUN
ajgt-4122	164	13	that	that	PRON
ajgt-4122	164	14	is	be	AUX
ajgt-4122	164	15	most	most	ADV
ajgt-4122	164	16	effective	effective	ADJ
ajgt-4122	164	17	for	for	ADP
ajgt-4122	164	18	landslide	landslide	NOUN
ajgt-4122	164	19	susceptibility	susceptibility	NOUN
ajgt-4122	164	20	mapping	mapping	NOUN
ajgt-4122	164	21	by	by	ADP
ajgt-4122	164	22	examining	examine	VERB
ajgt-4122	164	23	its	its	PRON
ajgt-4122	164	24	impact	impact	NOUN
ajgt-4122	164	25	on	on	ADP
ajgt-4122	164	26	the	the	DET
ajgt-4122	164	27	overall	overall	ADJ
ajgt-4122	164	28	performance	performance	NOUN
ajgt-4122	164	29	of	of	ADP
ajgt-4122	164	30	the	the	DET
ajgt-4122	164	31	model	model	NOUN
ajgt-4122	164	32	.	.	PUNCT
ajgt-4122	165	1	optimal	optimal	ADJ
ajgt-4122	165	2	hyperparameters	hyperparameter	NOUN
ajgt-4122	165	3	for	for	ADP
ajgt-4122	165	4	each	each	DET
ajgt-4122	165	5	configuration	configuration	NOUN
ajgt-4122	165	6	—	—	PUNCT
ajgt-4122	165	7	including	include	VERB
ajgt-4122	165	8	the	the	DET
ajgt-4122	165	9	number	number	NOUN
ajgt-4122	165	10	of	of	ADP
ajgt-4122	165	11	hidden	hidden	ADJ
ajgt-4122	165	12	layers	layer	NOUN
ajgt-4122	165	13	,	,	PUNCT
ajgt-4122	165	14	neurons	neuron	NOUN
ajgt-4122	165	15	per	per	ADP
ajgt-4122	165	16	layer	layer	NOUN
ajgt-4122	165	17	,	,	PUNCT
ajgt-4122	165	18	learning	learn	VERB
ajgt-4122	165	19	rate	rate	NOUN
ajgt-4122	165	20	,	,	PUNCT
ajgt-4122	165	21	and	and	CCONJ
ajgt-4122	165	22	maximum	maximum	ADJ
ajgt-4122	165	23	iterations	iteration	NOUN
ajgt-4122	165	24	—	—	PUNCT
ajgt-4122	165	25	were	be	AUX
ajgt-4122	165	26	rigorously	rigorously	ADV
ajgt-4122	165	27	determined	determine	VERB
ajgt-4122	165	28	through	through	ADP
ajgt-4122	165	29	systematic	systematic	ADJ
ajgt-4122	165	30	experimentation	experimentation	NOUN
ajgt-4122	165	31	,	,	PUNCT
ajgt-4122	165	32	as	as	SCONJ
ajgt-4122	165	33	detailed	detailed	ADJ
ajgt-4122	165	34	in	in	ADP
ajgt-4122	165	35	table	table	NOUN
ajgt-4122	165	36	1	1	NUM
ajgt-4122	165	37	.	.	PUNCT
ajgt-4122	166	1	careful	careful	ADJ
ajgt-4122	166	2	fine	fine	ADV
ajgt-4122	166	3	-	-	PUNCT
ajgt-4122	166	4	tuning	tuning	NOUN
ajgt-4122	166	5	of	of	ADP
ajgt-4122	166	6	these	these	DET
ajgt-4122	166	7	hyperparameters	hyperparameter	NOUN
ajgt-4122	166	8	was	be	AUX
ajgt-4122	166	9	conducted	conduct	VERB
ajgt-4122	166	10	to	to	PART
ajgt-4122	166	11	ensure	ensure	VERB
ajgt-4122	166	12	that	that	SCONJ
ajgt-4122	166	13	the	the	DET
ajgt-4122	166	14	mlpnn	mlpnn	PROPN
ajgt-4122	166	15	accurately	accurately	ADV
ajgt-4122	166	16	captured	capture	VERB
ajgt-4122	166	17	the	the	DET
ajgt-4122	166	18	underlying	underlie	VERB
ajgt-4122	166	19	patterns	pattern	NOUN
ajgt-4122	166	20	within	within	ADP
ajgt-4122	166	21	the	the	DET
ajgt-4122	166	22	input	input	NOUN
ajgt-4122	166	23	data	datum	NOUN
ajgt-4122	166	24	while	while	SCONJ
ajgt-4122	166	25	preventing	prevent	VERB
ajgt-4122	166	26	both	both	CCONJ
ajgt-4122	166	27	overfitting	overfitte	VERB
ajgt-4122	166	28	and	and	CCONJ
ajgt-4122	166	29	underfitting	underfitting	NOUN
ajgt-4122	166	30	.	.	PUNCT
ajgt-4122	167	1	to	to	PART
ajgt-4122	167	2	facilitate	facilitate	VERB
ajgt-4122	167	3	a	a	DET
ajgt-4122	167	4	fair	fair	ADJ
ajgt-4122	167	5	and	and	CCONJ
ajgt-4122	167	6	unbiased	unbiased	ADJ
ajgt-4122	167	7	evaluation	evaluation	NOUN
ajgt-4122	167	8	,	,	PUNCT
ajgt-4122	167	9	the	the	DET
ajgt-4122	167	10	selected	select	VERB
ajgt-4122	167	11	configurations	configuration	NOUN
ajgt-4122	167	12	were	be	AUX
ajgt-4122	167	13	consistently	consistently	ADV
ajgt-4122	167	14	applied	apply	VERB
ajgt-4122	167	15	across	across	ADP
ajgt-4122	167	16	all	all	DET
ajgt-4122	167	17	activation	activation	NOUN
ajgt-4122	167	18	functions	function	NOUN
ajgt-4122	167	19	.	.	PUNCT
ajgt-4122	168	1	the	the	DET
ajgt-4122	168	2	model	model	NOUN
ajgt-4122	168	3	’s	’s	PART
ajgt-4122	168	4	performance	performance	NOUN
ajgt-4122	168	5	was	be	AUX
ajgt-4122	168	6	assessed	assess	VERB
ajgt-4122	168	7	using	use	VERB
ajgt-4122	168	8	a	a	DET
ajgt-4122	168	9	range	range	NOUN
ajgt-4122	168	10	of	of	ADP
ajgt-4122	168	11	metrics	metric	NOUN
ajgt-4122	168	12	,	,	PUNCT
ajgt-4122	168	13	including	include	VERB
ajgt-4122	168	14	training	training	NOUN
ajgt-4122	168	15	score	score	NOUN
ajgt-4122	168	16	,	,	PUNCT
ajgt-4122	168	17	testing	testing	NOUN
ajgt-4122	168	18	score	score	NOUN
ajgt-4122	168	19	,	,	PUNCT
ajgt-4122	168	20	specificity	specificity	NOUN
ajgt-4122	168	21	,	,	PUNCT
ajgt-4122	168	22	sensitivity	sensitivity	NOUN
ajgt-4122	168	23	,	,	PUNCT
ajgt-4122	168	24	kappa	kappa	ADJ
ajgt-4122	168	25	,	,	PUNCT
ajgt-4122	168	26	and	and	CCONJ
ajgt-4122	168	27	area	area	NOUN
ajgt-4122	168	28	under	under	ADP
ajgt-4122	168	29	the	the	DET
ajgt-4122	168	30	curve	curve	NOUN
ajgt-4122	168	31	(	(	PUNCT
ajgt-4122	168	32	auc	auc	NOUN
ajgt-4122	168	33	)	)	PUNCT
ajgt-4122	168	34	.	.	PUNCT
ajgt-4122	169	1	this	this	DET
ajgt-4122	169	2	comparative	comparative	ADJ
ajgt-4122	169	3	analysis	analysis	NOUN
ajgt-4122	169	4	of	of	ADP
ajgt-4122	169	5	the	the	DET
ajgt-4122	169	6	resulting	result	VERB
ajgt-4122	169	7	maps	map	NOUN
ajgt-4122	169	8	provided	provide	VERB
ajgt-4122	169	9	valuable	valuable	ADJ
ajgt-4122	169	10	insights	insight	NOUN
ajgt-4122	169	11	into	into	ADP
ajgt-4122	169	12	the	the	DET
ajgt-4122	169	13	influence	influence	NOUN
ajgt-4122	169	14	of	of	ADP
ajgt-4122	169	15	different	different	ADJ
ajgt-4122	169	16	activation	activation	NOUN
ajgt-4122	169	17	functions	function	NOUN
ajgt-4122	169	18	on	on	ADP
ajgt-4122	169	19	the	the	DET
ajgt-4122	169	20	model	model	NOUN
ajgt-4122	169	21	’s	’s	PART
ajgt-4122	169	22	accuracy	accuracy	NOUN
ajgt-4122	169	23	,	,	PUNCT
ajgt-4122	169	24	robustness	robustness	NOUN
ajgt-4122	169	25	,	,	PUNCT
ajgt-4122	169	26	and	and	CCONJ
ajgt-4122	169	27	overall	overall	ADJ
ajgt-4122	169	28	capacity	capacity	NOUN
ajgt-4122	169	29	to	to	PART
ajgt-4122	169	30	effectively	effectively	ADV
ajgt-4122	169	31	predict	predict	VERB
ajgt-4122	169	32	landslide	landslide	NOUN
ajgt-4122	169	33	-	-	PUNCT
ajgt-4122	169	34	prone	prone	ADJ
ajgt-4122	169	35	areas	area	NOUN
ajgt-4122	169	36	.	.	PUNCT
ajgt-4122	170	1	the	the	DET
ajgt-4122	170	2	roc	roc	PROPN
ajgt-4122	170	3	curves	curve	NOUN
ajgt-4122	170	4	presented	present	VERB
ajgt-4122	170	5	in	in	ADP
ajgt-4122	170	6	figure	figure	NOUN
ajgt-4122	170	7	6	6	NUM
ajgt-4122	170	8	detail	detail	NOUN
ajgt-4122	170	9	the	the	DET
ajgt-4122	170	10	classification	classification	NOUN
ajgt-4122	170	11	performance	performance	NOUN
ajgt-4122	170	12	of	of	ADP
ajgt-4122	170	13	the	the	DET
ajgt-4122	170	14	various	various	ADJ
ajgt-4122	170	15	models	model	NOUN
ajgt-4122	170	16	,	,	PUNCT
ajgt-4122	170	17	with	with	ADP
ajgt-4122	170	18	the	the	DET
ajgt-4122	170	19	auc	auc	NOUN
ajgt-4122	170	20	values	value	NOUN
ajgt-4122	170	21	underscoring	underscore	VERB
ajgt-4122	170	22	their	their	PRON
ajgt-4122	170	23	capacity	capacity	NOUN
ajgt-4122	170	24	to	to	PART
ajgt-4122	170	25	differentiate	differentiate	VERB
ajgt-4122	170	26	between	between	ADP
ajgt-4122	170	27	classes	class	NOUN
ajgt-4122	170	28	.	.	PUNCT
ajgt-4122	171	1	the	the	DET
ajgt-4122	171	2	auc	auc	NOUN
ajgt-4122	171	3	values	value	NOUN
ajgt-4122	171	4	for	for	ADP
ajgt-4122	171	5	the	the	DET
ajgt-4122	171	6	models	model	NOUN
ajgt-4122	171	7	are	be	AUX
ajgt-4122	171	8	as	as	SCONJ
ajgt-4122	171	9	follows	follow	VERB
ajgt-4122	171	10	:	:	PUNCT
ajgt-4122	171	11	0.757	0.757	NUM
ajgt-4122	171	12	for	for	ADP
ajgt-4122	171	13	mlpnn_logistic	mlpnn_logistic	ADJ
ajgt-4122	171	14	,	,	PUNCT
ajgt-4122	171	15	0.751	0.751	NUM
ajgt-4122	171	16	for	for	ADP
ajgt-4122	171	17	mlpnn_relu	mlpnn_relu	PROPN
ajgt-4122	171	18	,	,	PUNCT
ajgt-4122	171	19	0.750	0.750	NUM
ajgt-4122	171	20	for	for	ADP
ajgt-4122	171	21	mlpnn_tanh	mlpnn_tanh	PROPN
ajgt-4122	171	22	,	,	PUNCT
ajgt-4122	171	23	and	and	CCONJ
ajgt-4122	171	24	0.736	0.736	NUM
ajgt-4122	171	25	for	for	ADP
ajgt-4122	171	26	mlpnn_identity	mlpnn_identity	PROPN
ajgt-4122	171	27	.	.	PUNCT
ajgt-4122	172	1	these	these	DET
ajgt-4122	172	2	results	result	NOUN
ajgt-4122	172	3	highlight	highlight	VERB
ajgt-4122	172	4	the	the	DET
ajgt-4122	172	5	differing	differ	VERB
ajgt-4122	172	6	effectiveness	effectiveness	NOUN
ajgt-4122	172	7	of	of	ADP
ajgt-4122	172	8	the	the	DET
ajgt-4122	172	9	activation	activation	NOUN
ajgt-4122	172	10	functions	function	NOUN
ajgt-4122	172	11	in	in	ADP
ajgt-4122	172	12	distinguishing	distinguish	VERB
ajgt-4122	172	13	between	between	ADP
ajgt-4122	172	14	landslide	landslide	NOUN
ajgt-4122	172	15	-	-	PUNCT
ajgt-4122	172	16	prone	prone	ADJ
ajgt-4122	172	17	and	and	CCONJ
ajgt-4122	172	18	stable	stable	ADJ
ajgt-4122	172	19	areas	area	NOUN
ajgt-4122	172	20	.	.	PUNCT
ajgt-4122	173	1	in	in	ADP
ajgt-4122	173	2	addition	addition	NOUN
ajgt-4122	173	3	to	to	ADP
ajgt-4122	173	4	the	the	DET
ajgt-4122	173	5	auc	auc	NOUN
ajgt-4122	173	6	analysis	analysis	NOUN
ajgt-4122	173	7	,	,	PUNCT
ajgt-4122	173	8	figure	figure	NOUN
ajgt-4122	173	9	7	7	NUM
ajgt-4122	173	10	provides	provide	VERB
ajgt-4122	173	11	a	a	DET
ajgt-4122	173	12	comprehensive	comprehensive	ADJ
ajgt-4122	173	13	overview	overview	NOUN
ajgt-4122	173	14	of	of	ADP
ajgt-4122	173	15	the	the	DET
ajgt-4122	173	16	models	model	NOUN
ajgt-4122	173	17	performance	performance	NOUN
ajgt-4122	173	18	across	across	ADP
ajgt-4122	173	19	multiple	multiple	ADJ
ajgt-4122	173	20	metrics	metric	NOUN
ajgt-4122	173	21	,	,	PUNCT
ajgt-4122	173	22	including	include	VERB
ajgt-4122	173	23	training	training	NOUN
ajgt-4122	173	24	scores	score	NOUN
ajgt-4122	173	25	,	,	PUNCT
ajgt-4122	173	26	testing	testing	NOUN
ajgt-4122	173	27	scores	score	NOUN
ajgt-4122	173	28	,	,	PUNCT
ajgt-4122	173	29	sensitivity	sensitivity	NOUN
ajgt-4122	173	30	,	,	PUNCT
ajgt-4122	173	31	specificity	specificity	NOUN
ajgt-4122	173	32	,	,	PUNCT
ajgt-4122	173	33	and	and	CCONJ
ajgt-4122	173	34	kappa	kappa	PROPN
ajgt-4122	173	35	coefficient	coefficient	PROPN
ajgt-4122	173	36	.	.	PUNCT
ajgt-4122	174	1	the	the	DET
ajgt-4122	174	2	mlpnn_relu	mlpnn_relu	NOUN
ajgt-4122	174	3	model	model	NOUN
ajgt-4122	174	4	exhibited	exhibit	VERB
ajgt-4122	174	5	a	a	DET
ajgt-4122	174	6	commendable	commendable	ADJ
ajgt-4122	174	7	balance	balance	NOUN
ajgt-4122	174	8	between	between	ADP
ajgt-4122	174	9	training	training	NOUN
ajgt-4122	174	10	and	and	CCONJ
ajgt-4122	174	11	testing	testing	NOUN
ajgt-4122	174	12	performance	performance	NOUN
ajgt-4122	174	13	,	,	PUNCT
ajgt-4122	174	14	achieving	achieve	VERB
ajgt-4122	174	15	scores	score	NOUN
ajgt-4122	174	16	of	of	ADP
ajgt-4122	174	17	0.742	0.742	NUM
ajgt-4122	174	18	and	and	CCONJ
ajgt-4122	174	19	0.740	0.740	NUM
ajgt-4122	174	20	,	,	PUNCT
ajgt-4122	174	21	respectively	respectively	ADV
ajgt-4122	174	22	.	.	PUNCT
ajgt-4122	175	1	its	its	PRON
ajgt-4122	175	2	high	high	ADJ
ajgt-4122	175	3	sensitivity	sensitivity	NOUN
ajgt-4122	175	4	of	of	ADP
ajgt-4122	175	5	0.908	0.908	NUM
ajgt-4122	175	6	indicates	indicate	VERB
ajgt-4122	175	7	an	an	DET
ajgt-4122	175	8	excellent	excellent	ADJ
ajgt-4122	175	9	capacity	capacity	NOUN
ajgt-4122	175	10	for	for	ADP
ajgt-4122	175	11	identifying	identify	VERB
ajgt-4122	175	12	landslide	landslide	NOUN
ajgt-4122	175	13	-	-	PUNCT
ajgt-4122	175	14	prone	prone	ADJ
ajgt-4122	175	15	areas	area	NOUN
ajgt-4122	175	16	;	;	PUNCT
ajgt-4122	175	17	however	however	ADV
ajgt-4122	175	18	,	,	PUNCT
ajgt-4122	175	19	its	its	PRON
ajgt-4122	175	20	specificity	specificity	NOUN
ajgt-4122	175	21	of	of	ADP
ajgt-4122	175	22	0.594	0.594	NUM
ajgt-4122	175	23	suggests	suggest	VERB
ajgt-4122	175	24	a	a	DET
ajgt-4122	175	25	higher	high	ADJ
ajgt-4122	175	26	incidence	incidence	NOUN
ajgt-4122	175	27	of	of	ADP
ajgt-4122	175	28	false	false	ADJ
ajgt-4122	175	29	positives	positive	NOUN
ajgt-4122	175	30	.	.	PUNCT
ajgt-4122	176	1	conversely	conversely	ADV
ajgt-4122	176	2	,	,	PUNCT
ajgt-4122	176	3	the	the	DET
ajgt-4122	176	4	mlpnn_logistic	mlpnn_logistic	ADJ
ajgt-4122	176	5	model	model	NOUN
ajgt-4122	176	6	attained	attain	VERB
ajgt-4122	176	7	the	the	DET
ajgt-4122	176	8	highest	high	ADJ
ajgt-4122	176	9	kappa	kappa	ADJ
ajgt-4122	176	10	value	value	NOUN
ajgt-4122	176	11	of	of	ADP
ajgt-4122	176	12	0.504	0.504	NUM
ajgt-4122	176	13	,	,	PUNCT
ajgt-4122	176	14	signifying	signify	VERB
ajgt-4122	176	15	superior	superior	ADJ
ajgt-4122	176	16	agreement	agreement	NOUN
ajgt-4122	176	17	between	between	ADP
ajgt-4122	176	18	predicted	predict	VERB
ajgt-4122	176	19	and	and	CCONJ
ajgt-4122	176	20	actual	actual	ADJ
ajgt-4122	176	21	classifications	classification	NOUN
ajgt-4122	176	22	.	.	PUNCT
ajgt-4122	177	1	with	with	ADP
ajgt-4122	177	2	a	a	DET
ajgt-4122	177	3	training	training	NOUN
ajgt-4122	177	4	score	score	NOUN
ajgt-4122	177	5	of	of	ADP
ajgt-4122	177	6	0.760	0.760	NUM
ajgt-4122	177	7	,	,	PUNCT
ajgt-4122	177	8	a	a	DET
ajgt-4122	177	9	testing	testing	NOUN
ajgt-4122	177	10	score	score	NOUN
ajgt-4122	177	11	of	of	ADP
ajgt-4122	177	12	0.748	0.748	NUM
ajgt-4122	177	13	,	,	PUNCT
ajgt-4122	177	14	a	a	DET
ajgt-4122	177	15	sensitivity	sensitivity	NOUN
ajgt-4122	177	16	of	of	ADP
ajgt-4122	177	17	0.883	0.883	NUM
ajgt-4122	177	18	,	,	PUNCT
ajgt-4122	177	19	and	and	CCONJ
ajgt-4122	177	20	a	a	DET
ajgt-4122	177	21	specificity	specificity	NOUN
ajgt-4122	177	22	of	of	ADP
ajgt-4122	177	23	0.631	0.631	NUM
ajgt-4122	177	24	,	,	PUNCT
ajgt-4122	177	25	the	the	DET
ajgt-4122	177	26	logistic	logistic	ADJ
ajgt-4122	177	27	activation	activation	NOUN
ajgt-4122	177	28	function	function	NOUN
ajgt-4122	177	29	emerged	emerge	VERB
ajgt-4122	177	30	as	as	ADP
ajgt-4122	177	31	the	the	DET
ajgt-4122	177	32	most	most	ADV
ajgt-4122	177	33	robust	robust	ADJ
ajgt-4122	177	34	overall	overall	NOUN
ajgt-4122	177	35	.	.	PUNCT
ajgt-4122	178	1	the	the	DET
ajgt-4122	178	2	mlpnn_tanh	mlpnn_tanh	PROPN
ajgt-4122	178	3	function	function	NOUN
ajgt-4122	178	4	demonstrated	demonstrate	VERB
ajgt-4122	178	5	consistent	consistent	ADJ
ajgt-4122	178	6	performance	performance	NOUN
ajgt-4122	178	7	,	,	PUNCT
ajgt-4122	178	8	with	with	ADP
ajgt-4122	178	9	training	training	NOUN
ajgt-4122	178	10	and	and	CCONJ
ajgt-4122	178	11	testing	testing	NOUN
ajgt-4122	178	12	scores	score	NOUN
ajgt-4122	178	13	of	of	ADP
ajgt-4122	178	14	0.745	0.745	NUM
ajgt-4122	178	15	and	and	CCONJ
ajgt-4122	178	16	0.741	0.741	NUM
ajgt-4122	178	17	,	,	PUNCT
ajgt-4122	178	18	respectively	respectively	ADV
ajgt-4122	178	19	.	.	PUNCT
ajgt-4122	179	1	its	its	PRON
ajgt-4122	179	2	sensitivity	sensitivity	NOUN
ajgt-4122	179	3	of	of	ADP
ajgt-4122	179	4	0.875	0.875	NUM
ajgt-4122	179	5	and	and	CCONJ
ajgt-4122	179	6	specificity	specificity	NOUN
ajgt-4122	179	7	of	of	ADP
ajgt-4122	179	8	0.624	0.624	NUM
ajgt-4122	179	9	render	render	VERB
ajgt-4122	179	10	it	it	PRON
ajgt-4122	179	11	a	a	DET
ajgt-4122	179	12	competitive	competitive	ADJ
ajgt-4122	179	13	option	option	NOUN
ajgt-4122	179	14	.	.	PUNCT
ajgt-4122	180	1	while	while	SCONJ
ajgt-4122	180	2	mlpnn_identity	mlpnn_identity	PROPN
ajgt-4122	180	3	achieved	achieve	VERB
ajgt-4122	180	4	the	the	DET
ajgt-4122	180	5	highest	high	ADJ
ajgt-4122	180	6	specificity	specificity	NOUN
ajgt-4122	180	7	of	of	ADP
ajgt-4122	180	8	0.673	0.673	NUM
ajgt-4122	180	9	,	,	PUNCT
ajgt-4122	180	10	indicating	indicate	VERB
ajgt-4122	180	11	fewer	few	ADJ
ajgt-4122	180	12	false	false	ADJ
ajgt-4122	180	13	positives	positive	NOUN
ajgt-4122	180	14	,	,	PUNCT
ajgt-4122	180	15	it	it	PRON
ajgt-4122	180	16	recorded	record	VERB
ajgt-4122	180	17	the	the	DET
ajgt-4122	180	18	lowest	low	ADJ
ajgt-4122	180	19	sensitivity	sensitivity	NOUN
ajgt-4122	180	20	at	at	ADP
ajgt-4122	180	21	0.798	0.798	NUM
ajgt-4122	180	22	,	,	PUNCT
ajgt-4122	180	23	which	which	PRON
ajgt-4122	180	24	hampers	hamper	VERB
ajgt-4122	180	25	its	its	PRON
ajgt-4122	180	26	effectiveness	effectiveness	NOUN
ajgt-4122	180	27	in	in	ADP
ajgt-4122	180	28	identifying	identify	VERB
ajgt-4122	180	29	landslide	landslide	NOUN
ajgt-4122	180	30	-	-	PUNCT
ajgt-4122	180	31	prone	prone	ADJ
ajgt-4122	180	32	areas	area	NOUN
ajgt-4122	180	33	.	.	PUNCT
ajgt-4122	181	1	the	the	DET
ajgt-4122	181	2	kappa	kappa	PROPN
ajgt-4122	181	3	value	value	NOUN
ajgt-4122	181	4	of	of	ADP
ajgt-4122	181	5	0.466	0.466	NUM
ajgt-4122	181	6	further	far	ADV
ajgt-4122	181	7	reflects	reflect	VERB
ajgt-4122	181	8	lower	low	ADJ
ajgt-4122	181	9	consistency	consistency	NOUN
ajgt-4122	181	10	compared	compare	VERB
ajgt-4122	181	11	to	to	ADP
ajgt-4122	181	12	the	the	DET
ajgt-4122	181	13	other	other	ADJ
ajgt-4122	181	14	activation	activation	NOUN
ajgt-4122	181	15	functions	function	NOUN
ajgt-4122	181	16	.	.	PUNCT
ajgt-4122	182	1	figure	figure	VERB
ajgt-4122	182	2	6	6	NUM
ajgt-4122	182	3	:	:	PUNCT
ajgt-4122	182	4	roc	roc	PROPN
ajgt-4122	182	5	curves	curve	NOUN
ajgt-4122	182	6	of	of	ADP
ajgt-4122	182	7	mlpnn	mlpnn	PROPN
ajgt-4122	182	8	models	model	NOUN
ajgt-4122	182	9	pa	pa	PROPN
ajgt-4122	182	10	ge	ge	PROPN
ajgt-4122	182	11	18	18	NUM
ajgt-4122	182	12	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-4122	182	13	am	am	NOUN
ajgt-4122	182	14	.	.	PUNCT
ajgt-4122	183	1	j.	j.	PROPN
ajgt-4122	183	2	geo	geo	PROPN
ajgt-4122	183	3	spat	spat	PROPN
ajgt-4122	183	4	.	.	PUNCT
ajgt-4122	184	1	technol	technol	PROPN
ajgt-4122	184	2	.	.	PUNCT
ajgt-4122	185	1	4(1	4(1	NOUN
ajgt-4122	185	2	)	)	PUNCT
ajgt-4122	186	1	11	11	NUM
ajgt-4122	186	2	-	-	SYM
ajgt-4122	186	3	21	21	NUM
ajgt-4122	186	4	,	,	PUNCT
ajgt-4122	186	5	2025	2025	NUM
ajgt-4122	186	6	figure	figure	VERB
ajgt-4122	186	7	7	7	NUM
ajgt-4122	186	8	:	:	PUNCT
ajgt-4122	186	9	evaluation	evaluation	NOUN
ajgt-4122	186	10	metrics	metric	NOUN
ajgt-4122	186	11	the	the	DET
ajgt-4122	186	12	evaluation	evaluation	NOUN
ajgt-4122	186	13	metrics	metric	NOUN
ajgt-4122	186	14	,	,	PUNCT
ajgt-4122	186	15	along	along	ADP
ajgt-4122	186	16	with	with	ADP
ajgt-4122	186	17	the	the	DET
ajgt-4122	186	18	confusion	confusion	NOUN
ajgt-4122	186	19	matrices	matrix	NOUN
ajgt-4122	186	20	presented	present	VERB
ajgt-4122	186	21	in	in	ADP
ajgt-4122	186	22	figure	figure	NOUN
ajgt-4122	186	23	8	8	NUM
ajgt-4122	186	24	,	,	PUNCT
ajgt-4122	186	25	offer	offer	VERB
ajgt-4122	186	26	a	a	DET
ajgt-4122	186	27	comprehensive	comprehensive	ADJ
ajgt-4122	186	28	analysis	analysis	NOUN
ajgt-4122	186	29	of	of	ADP
ajgt-4122	186	30	the	the	DET
ajgt-4122	186	31	predictive	predictive	ADJ
ajgt-4122	186	32	accuracy	accuracy	NOUN
ajgt-4122	186	33	of	of	ADP
ajgt-4122	186	34	the	the	DET
ajgt-4122	186	35	models	model	NOUN
ajgt-4122	186	36	.	.	PUNCT
ajgt-4122	187	1	these	these	DET
ajgt-4122	187	2	matrices	matrix	NOUN
ajgt-4122	187	3	detail	detail	VERB
ajgt-4122	187	4	the	the	DET
ajgt-4122	187	5	distribution	distribution	NOUN
ajgt-4122	187	6	of	of	ADP
ajgt-4122	187	7	true	true	ADJ
ajgt-4122	187	8	positives	positive	NOUN
ajgt-4122	187	9	,	,	PUNCT
ajgt-4122	187	10	true	true	ADJ
ajgt-4122	187	11	negatives	negative	NOUN
ajgt-4122	187	12	,	,	PUNCT
ajgt-4122	187	13	false	false	ADJ
ajgt-4122	187	14	positives	positive	NOUN
ajgt-4122	187	15	,	,	PUNCT
ajgt-4122	187	16	and	and	CCONJ
ajgt-4122	187	17	false	false	ADJ
ajgt-4122	187	18	negatives	negative	NOUN
ajgt-4122	187	19	,	,	PUNCT
ajgt-4122	187	20	thereby	thereby	ADV
ajgt-4122	187	21	providing	provide	VERB
ajgt-4122	187	22	valuable	valuable	ADJ
ajgt-4122	187	23	insights	insight	NOUN
ajgt-4122	187	24	into	into	ADP
ajgt-4122	187	25	the	the	DET
ajgt-4122	187	26	classification	classification	NOUN
ajgt-4122	187	27	performance	performance	NOUN
ajgt-4122	187	28	of	of	ADP
ajgt-4122	187	29	each	each	DET
ajgt-4122	187	30	model	model	NOUN
ajgt-4122	187	31	.	.	PUNCT
ajgt-4122	188	1	the	the	DET
ajgt-4122	188	2	confusion	confusion	NOUN
ajgt-4122	188	3	matrix	matrix	NOUN
ajgt-4122	188	4	for	for	ADP
ajgt-4122	188	5	mlpnn_identity	mlpnn_identity	PROPN
ajgt-4122	188	6	indicates	indicate	VERB
ajgt-4122	188	7	the	the	DET
ajgt-4122	188	8	highest	high	ADJ
ajgt-4122	188	9	number	number	NOUN
ajgt-4122	188	10	of	of	ADP
ajgt-4122	188	11	misclassifications	misclassification	NOUN
ajgt-4122	188	12	,	,	PUNCT
ajgt-4122	188	13	totaling	total	VERB
ajgt-4122	188	14	979	979	NUM
ajgt-4122	188	15	instances	instance	NOUN
ajgt-4122	188	16	.	.	PUNCT
ajgt-4122	189	1	this	this	DET
ajgt-4122	189	2	finding	finding	NOUN
ajgt-4122	189	3	suggests	suggest	VERB
ajgt-4122	189	4	a	a	DET
ajgt-4122	189	5	relatively	relatively	ADV
ajgt-4122	189	6	lower	low	ADJ
ajgt-4122	189	7	predictive	predictive	ADJ
ajgt-4122	189	8	accuracy	accuracy	NOUN
ajgt-4122	189	9	,	,	PUNCT
ajgt-4122	189	10	which	which	PRON
ajgt-4122	189	11	is	be	AUX
ajgt-4122	189	12	further	far	ADV
ajgt-4122	189	13	reflected	reflect	VERB
ajgt-4122	189	14	in	in	ADP
ajgt-4122	189	15	its	its	PRON
ajgt-4122	189	16	auc	auc	ADJ
ajgt-4122	189	17	score	score	NOUN
ajgt-4122	189	18	of	of	ADP
ajgt-4122	189	19	0.736	0.736	NUM
ajgt-4122	189	20	.	.	PUNCT
ajgt-4122	190	1	similarly	similarly	ADV
ajgt-4122	190	2	,	,	PUNCT
ajgt-4122	190	3	mlpnn_relu	mlpnn_relu	NOUN
ajgt-4122	190	4	shows	show	VERB
ajgt-4122	190	5	946	946	NUM
ajgt-4122	190	6	misclassifications	misclassification	NOUN
ajgt-4122	190	7	,	,	PUNCT
ajgt-4122	190	8	indicating	indicate	VERB
ajgt-4122	190	9	limitations	limitation	NOUN
ajgt-4122	190	10	in	in	ADP
ajgt-4122	190	11	its	its	PRON
ajgt-4122	190	12	predictive	predictive	ADJ
ajgt-4122	190	13	capabilities	capability	NOUN
ajgt-4122	190	14	despite	despite	SCONJ
ajgt-4122	190	15	its	its	PRON
ajgt-4122	190	16	competitive	competitive	ADJ
ajgt-4122	190	17	auc	auc	NOUN
ajgt-4122	190	18	of	of	ADP
ajgt-4122	190	19	0.751	0.751	NUM
ajgt-4122	190	20	and	and	CCONJ
ajgt-4122	190	21	commendable	commendable	ADJ
ajgt-4122	190	22	sensitivity	sensitivity	NOUN
ajgt-4122	190	23	.	.	PUNCT
ajgt-4122	191	1	in	in	ADP
ajgt-4122	191	2	comparison	comparison	NOUN
ajgt-4122	191	3	,	,	PUNCT
ajgt-4122	191	4	mlpnn_tanh	mlpnn_tanh	PROPN
ajgt-4122	191	5	recorded	record	VERB
ajgt-4122	191	6	944	944	NUM
ajgt-4122	191	7	misclassifications	misclassification	NOUN
ajgt-4122	191	8	,	,	PUNCT
ajgt-4122	191	9	demonstrating	demonstrate	VERB
ajgt-4122	191	10	slightly	slightly	ADV
ajgt-4122	191	11	better	well	ADJ
ajgt-4122	191	12	performance	performance	NOUN
ajgt-4122	191	13	than	than	ADP
ajgt-4122	191	14	the	the	DET
ajgt-4122	191	15	relu	relu	NOUN
ajgt-4122	191	16	activation	activation	NOUN
ajgt-4122	191	17	function	function	NOUN
ajgt-4122	191	18	,	,	PUNCT
ajgt-4122	191	19	yet	yet	CCONJ
ajgt-4122	191	20	still	still	ADV
ajgt-4122	191	21	not	not	PART
ajgt-4122	191	22	achieving	achieve	VERB
ajgt-4122	191	23	optimal	optimal	ADJ
ajgt-4122	191	24	classification	classification	NOUN
ajgt-4122	191	25	results	result	NOUN
ajgt-4122	191	26	.	.	PUNCT
ajgt-4122	192	1	notably	notably	ADV
ajgt-4122	192	2	,	,	PUNCT
ajgt-4122	192	3	mlpnn_logistic	mlpnn_logistic	PROPN
ajgt-4122	192	4	exhibited	exhibit	VERB
ajgt-4122	192	5	the	the	DET
ajgt-4122	192	6	lowest	low	ADJ
ajgt-4122	192	7	number	number	NOUN
ajgt-4122	192	8	of	of	ADP
ajgt-4122	192	9	misclassifications	misclassification	NOUN
ajgt-4122	192	10	at	at	ADP
ajgt-4122	192	11	918	918	NUM
ajgt-4122	192	12	,	,	PUNCT
ajgt-4122	192	13	showcasing	showcase	VERB
ajgt-4122	192	14	superior	superior	ADJ
ajgt-4122	192	15	classification	classification	NOUN
ajgt-4122	192	16	abilities	ability	NOUN
ajgt-4122	192	17	relative	relative	ADJ
ajgt-4122	192	18	to	to	ADP
ajgt-4122	192	19	the	the	DET
ajgt-4122	192	20	other	other	ADJ
ajgt-4122	192	21	activation	activation	NOUN
ajgt-4122	192	22	functions	function	NOUN
ajgt-4122	192	23	.	.	PUNCT
ajgt-4122	193	1	this	this	DET
ajgt-4122	193	2	outcome	outcome	NOUN
ajgt-4122	193	3	aligns	align	VERB
ajgt-4122	193	4	with	with	ADP
ajgt-4122	193	5	its	its	PRON
ajgt-4122	193	6	highest	high	ADJ
ajgt-4122	193	7	auc	auc	NOUN
ajgt-4122	193	8	value	value	NOUN
ajgt-4122	193	9	of	of	ADP
ajgt-4122	193	10	0.757	0.757	NUM
ajgt-4122	193	11	,	,	PUNCT
ajgt-4122	193	12	further	far	ADV
ajgt-4122	193	13	affirming	affirm	VERB
ajgt-4122	193	14	its	its	PRON
ajgt-4122	193	15	effectiveness	effectiveness	NOUN
ajgt-4122	193	16	in	in	ADP
ajgt-4122	193	17	differentiating	differentiate	VERB
ajgt-4122	193	18	between	between	ADP
ajgt-4122	193	19	classes	class	NOUN
ajgt-4122	193	20	.	.	PUNCT
ajgt-4122	194	1	the	the	DET
ajgt-4122	194	2	reduced	reduce	VERB
ajgt-4122	194	3	misclassification	misclassification	NOUN
ajgt-4122	194	4	rate	rate	NOUN
ajgt-4122	194	5	observed	observe	VERB
ajgt-4122	194	6	in	in	ADP
ajgt-4122	194	7	mlpnn	mlpnn	PROPN
ajgt-4122	194	8	_	_	DET
ajgt-4122	194	9	logistic	logistic	NOUN
ajgt-4122	194	10	emphasizes	emphasize	VERB
ajgt-4122	194	11	its	its	PRON
ajgt-4122	194	12	potential	potential	NOUN
ajgt-4122	194	13	for	for	ADP
ajgt-4122	194	14	practical	practical	ADJ
ajgt-4122	194	15	applications	application	NOUN
ajgt-4122	194	16	,	,	PUNCT
ajgt-4122	194	17	particularly	particularly	ADV
ajgt-4122	194	18	in	in	ADP
ajgt-4122	194	19	contexts	context	NOUN
ajgt-4122	194	20	where	where	SCONJ
ajgt-4122	194	21	minimizing	minimize	VERB
ajgt-4122	194	22	errors	error	NOUN
ajgt-4122	194	23	is	be	AUX
ajgt-4122	194	24	crucial	crucial	ADJ
ajgt-4122	194	25	for	for	ADP
ajgt-4122	194	26	reliable	reliable	ADJ
ajgt-4122	194	27	landslide	landslide	NOUN
ajgt-4122	194	28	susceptibility	susceptibility	NOUN
ajgt-4122	194	29	mapping	mapping	NOUN
ajgt-4122	194	30	.	.	PUNCT
ajgt-4122	195	1	the	the	DET
ajgt-4122	195	2	landslide	landslide	NOUN
ajgt-4122	195	3	susceptibility	susceptibility	NOUN
ajgt-4122	195	4	maps	map	NOUN
ajgt-4122	195	5	generated	generate	VERB
ajgt-4122	195	6	mentioned	mention	VERB
ajgt-4122	195	7	earlier	early	ADV
ajgt-4122	195	8	are	be	AUX
ajgt-4122	195	9	illustrated	illustrate	VERB
ajgt-4122	195	10	in	in	ADP
ajgt-4122	195	11	figure	figure	NOUN
ajgt-4122	195	12	9	9	NUM
ajgt-4122	195	13	.	.	PUNCT
ajgt-4122	196	1	these	these	DET
ajgt-4122	196	2	maps	map	NOUN
ajgt-4122	196	3	categorize	categorize	VERB
ajgt-4122	196	4	the	the	DET
ajgt-4122	196	5	terrain	terrain	NOUN
ajgt-4122	196	6	into	into	ADP
ajgt-4122	196	7	distinct	distinct	ADJ
ajgt-4122	196	8	susceptibility	susceptibility	NOUN
ajgt-4122	196	9	levels	level	NOUN
ajgt-4122	196	10	,	,	PUNCT
ajgt-4122	196	11	serving	serve	VERB
ajgt-4122	196	12	as	as	ADP
ajgt-4122	196	13	an	an	DET
ajgt-4122	196	14	essential	essential	ADJ
ajgt-4122	196	15	tool	tool	NOUN
ajgt-4122	196	16	for	for	ADP
ajgt-4122	196	17	identifying	identify	VERB
ajgt-4122	196	18	high	high	ADJ
ajgt-4122	196	19	-	-	PUNCT
ajgt-4122	196	20	risk	risk	NOUN
ajgt-4122	196	21	areas	area	NOUN
ajgt-4122	196	22	and	and	CCONJ
ajgt-4122	196	23	informing	inform	VERB
ajgt-4122	196	24	effective	effective	ADJ
ajgt-4122	196	25	mitigation	mitigation	NOUN
ajgt-4122	196	26	strategies	strategy	NOUN
ajgt-4122	196	27	.	.	PUNCT
ajgt-4122	197	1	figure	figure	VERB
ajgt-4122	197	2	10	10	NUM
ajgt-4122	197	3	further	further	ADJ
ajgt-4122	197	4	quantifies	quantifie	NOUN
ajgt-4122	197	5	the	the	DET
ajgt-4122	197	6	spatial	spatial	ADJ
ajgt-4122	197	7	distribution	distribution	NOUN
ajgt-4122	197	8	by	by	ADP
ajgt-4122	197	9	depicting	depict	VERB
ajgt-4122	197	10	the	the	DET
ajgt-4122	197	11	percentage	percentage	NOUN
ajgt-4122	197	12	of	of	ADP
ajgt-4122	197	13	the	the	DET
ajgt-4122	197	14	study	study	NOUN
ajgt-4122	197	15	area	area	NOUN
ajgt-4122	197	16	encompassed	encompass	VERB
ajgt-4122	197	17	within	within	ADP
ajgt-4122	197	18	each	each	DET
ajgt-4122	197	19	susceptibility	susceptibility	NOUN
ajgt-4122	197	20	classification	classification	NOUN
ajgt-4122	197	21	—	—	PUNCT
ajgt-4122	197	22	very	very	ADV
ajgt-4122	197	23	low	low	ADJ
ajgt-4122	197	24	,	,	PUNCT
ajgt-4122	197	25	low	low	ADJ
ajgt-4122	197	26	,	,	PUNCT
ajgt-4122	197	27	moderate	moderate	ADJ
ajgt-4122	197	28	,	,	PUNCT
ajgt-4122	197	29	high	high	ADJ
ajgt-4122	197	30	,	,	PUNCT
ajgt-4122	197	31	and	and	CCONJ
ajgt-4122	197	32	very	very	ADV
ajgt-4122	197	33	high	high	ADJ
ajgt-4122	197	34	—	—	PUNCT
ajgt-4122	197	35	across	across	ADP
ajgt-4122	197	36	the	the	DET
ajgt-4122	197	37	various	various	ADJ
ajgt-4122	197	38	machine	machine	NOUN
ajgt-4122	197	39	learning	learning	NOUN
ajgt-4122	197	40	models	model	NOUN
ajgt-4122	197	41	.	.	PUNCT
ajgt-4122	198	1	this	this	DET
ajgt-4122	198	2	analysis	analysis	NOUN
ajgt-4122	198	3	provides	provide	VERB
ajgt-4122	198	4	valuable	valuable	ADJ
ajgt-4122	198	5	insights	insight	NOUN
ajgt-4122	198	6	into	into	ADP
ajgt-4122	198	7	how	how	SCONJ
ajgt-4122	198	8	different	different	ADJ
ajgt-4122	198	9	activation	activation	NOUN
ajgt-4122	198	10	functions	function	NOUN
ajgt-4122	198	11	influence	influence	VERB
ajgt-4122	198	12	the	the	DET
ajgt-4122	198	13	classification	classification	NOUN
ajgt-4122	198	14	of	of	ADP
ajgt-4122	198	15	susceptibility	susceptibility	NOUN
ajgt-4122	198	16	zones	zone	NOUN
ajgt-4122	198	17	.	.	PUNCT
ajgt-4122	199	1	for	for	ADP
ajgt-4122	199	2	the	the	DET
ajgt-4122	199	3	mlpnn_relu	mlpnn_relu	NOUN
ajgt-4122	199	4	model	model	NOUN
ajgt-4122	199	5	,	,	PUNCT
ajgt-4122	199	6	a	a	DET
ajgt-4122	199	7	significant	significant	ADJ
ajgt-4122	199	8	portion	portion	NOUN
ajgt-4122	199	9	of	of	ADP
ajgt-4122	199	10	the	the	DET
ajgt-4122	199	11	study	study	NOUN
ajgt-4122	199	12	area	area	NOUN
ajgt-4122	199	13	,	,	PUNCT
ajgt-4122	199	14	26.79	26.79	NUM
ajgt-4122	199	15	%	%	NOUN
ajgt-4122	199	16	,	,	PUNCT
ajgt-4122	199	17	is	be	AUX
ajgt-4122	199	18	predicted	predict	VERB
ajgt-4122	199	19	to	to	PART
ajgt-4122	199	20	fall	fall	VERB
ajgt-4122	199	21	into	into	ADP
ajgt-4122	199	22	the	the	DET
ajgt-4122	199	23	“	"	PUNCT
ajgt-4122	199	24	very	very	ADV
ajgt-4122	199	25	high	high	ADJ
ajgt-4122	199	26	”	"	PUNCT
ajgt-4122	199	27	susceptibility	susceptibility	NOUN
ajgt-4122	199	28	class	class	NOUN
ajgt-4122	199	29	,	,	PUNCT
ajgt-4122	199	30	indicating	indicate	VERB
ajgt-4122	199	31	notable	notable	ADJ
ajgt-4122	199	32	areas	area	NOUN
ajgt-4122	199	33	of	of	ADP
ajgt-4122	199	34	risk	risk	NOUN
ajgt-4122	199	35	.	.	PUNCT
ajgt-4122	200	1	in	in	ADP
ajgt-4122	200	2	contrast	contrast	NOUN
ajgt-4122	200	3	,	,	PUNCT
ajgt-4122	200	4	only	only	ADV
ajgt-4122	200	5	5.74	5.74	NUM
ajgt-4122	200	6	%	%	NOUN
ajgt-4122	200	7	of	of	ADP
ajgt-4122	200	8	the	the	DET
ajgt-4122	200	9	area	area	NOUN
ajgt-4122	200	10	is	be	AUX
ajgt-4122	200	11	classified	classify	VERB
ajgt-4122	200	12	as	as	ADP
ajgt-4122	200	13	“	"	PUNCT
ajgt-4122	200	14	very	very	ADV
ajgt-4122	200	15	low	low	ADJ
ajgt-4122	200	16	,	,	PUNCT
ajgt-4122	200	17	”	"	PUNCT
ajgt-4122	200	18	which	which	PRON
ajgt-4122	200	19	suggests	suggest	VERB
ajgt-4122	200	20	a	a	DET
ajgt-4122	200	21	limited	limited	ADJ
ajgt-4122	200	22	extent	extent	NOUN
ajgt-4122	200	23	of	of	ADP
ajgt-4122	200	24	minimal	minimal	ADJ
ajgt-4122	200	25	risk	risk	NOUN
ajgt-4122	200	26	zones	zone	NOUN
ajgt-4122	200	27	.	.	PUNCT
ajgt-4122	201	1	this	this	DET
ajgt-4122	201	2	pattern	pattern	NOUN
ajgt-4122	201	3	illustrates	illustrate	VERB
ajgt-4122	201	4	the	the	DET
ajgt-4122	201	5	model	model	NOUN
ajgt-4122	201	6	’s	’s	PART
ajgt-4122	201	7	tendency	tendency	NOUN
ajgt-4122	201	8	to	to	PART
ajgt-4122	201	9	identify	identify	VERB
ajgt-4122	201	10	areas	area	NOUN
ajgt-4122	201	11	with	with	ADP
ajgt-4122	201	12	heightened	heightened	ADJ
ajgt-4122	201	13	susceptibility	susceptibility	NOUN
ajgt-4122	201	14	.	.	PUNCT
ajgt-4122	202	1	in	in	ADP
ajgt-4122	202	2	the	the	DET
ajgt-4122	202	3	case	case	NOUN
ajgt-4122	202	4	of	of	ADP
ajgt-4122	202	5	the	the	DET
ajgt-4122	202	6	mlpnn_logistic	mlpnn_logistic	ADJ
ajgt-4122	202	7	model	model	NOUN
ajgt-4122	202	8	,	,	PUNCT
ajgt-4122	202	9	the	the	DET
ajgt-4122	202	10	“	"	PUNCT
ajgt-4122	202	11	high	high	ADJ
ajgt-4122	202	12	”	"	PUNCT
ajgt-4122	202	13	susceptibility	susceptibility	NOUN
ajgt-4122	202	14	class	class	NOUN
ajgt-4122	202	15	occupies	occupy	VERB
ajgt-4122	202	16	the	the	DET
ajgt-4122	202	17	largest	large	ADJ
ajgt-4122	202	18	area	area	NOUN
ajgt-4122	202	19	at	at	ADP
ajgt-4122	202	20	25.96	25.96	NUM
ajgt-4122	202	21	%	%	NOUN
ajgt-4122	202	22	,	,	PUNCT
ajgt-4122	202	23	while	while	SCONJ
ajgt-4122	202	24	the	the	DET
ajgt-4122	202	25	“	"	PUNCT
ajgt-4122	202	26	very	very	ADV
ajgt-4122	202	27	low	low	ADJ
ajgt-4122	202	28	”	"	PUNCT
ajgt-4122	202	29	class	class	NOUN
ajgt-4122	202	30	covers	cover	VERB
ajgt-4122	202	31	the	the	DET
ajgt-4122	202	32	smallest	small	ADJ
ajgt-4122	202	33	area	area	NOUN
ajgt-4122	202	34	at	at	ADP
ajgt-4122	202	35	6.27	6.27	NUM
ajgt-4122	202	36	%	%	NOUN
ajgt-4122	202	37	.	.	PUNCT
ajgt-4122	203	1	this	this	DET
ajgt-4122	203	2	distribution	distribution	NOUN
ajgt-4122	203	3	indicates	indicate	VERB
ajgt-4122	203	4	a	a	DET
ajgt-4122	203	5	more	more	ADV
ajgt-4122	203	6	balanced	balanced	ADJ
ajgt-4122	203	7	classification	classification	NOUN
ajgt-4122	203	8	approach	approach	NOUN
ajgt-4122	203	9	compared	compare	VERB
ajgt-4122	203	10	to	to	ADP
ajgt-4122	203	11	other	other	ADJ
ajgt-4122	203	12	models	model	NOUN
ajgt-4122	203	13	,	,	PUNCT
ajgt-4122	203	14	with	with	ADP
ajgt-4122	203	15	a	a	DET
ajgt-4122	203	16	focus	focus	NOUN
ajgt-4122	203	17	on	on	ADP
ajgt-4122	203	18	moderately	moderately	ADV
ajgt-4122	203	19	high	high	ADJ
ajgt-4122	203	20	-	-	PUNCT
ajgt-4122	203	21	risk	risk	NOUN
ajgt-4122	203	22	zones	zone	NOUN
ajgt-4122	203	23	.	.	PUNCT
ajgt-4122	204	1	for	for	ADP
ajgt-4122	204	2	the	the	DET
ajgt-4122	204	3	mlpnn	mlpnn	PROPN
ajgt-4122	204	4	_	_	PRON
ajgt-4122	204	5	tanh	tanh	PROPN
ajgt-4122	204	6	model	model	PROPN
ajgt-4122	204	7	,	,	PUNCT
ajgt-4122	204	8	the	the	DET
ajgt-4122	204	9	“	"	PUNCT
ajgt-4122	204	10	low	low	ADJ
ajgt-4122	204	11	”	"	PUNCT
ajgt-4122	204	12	susceptibility	susceptibility	NOUN
ajgt-4122	204	13	class	class	NOUN
ajgt-4122	204	14	is	be	AUX
ajgt-4122	204	15	predominant	predominant	ADJ
ajgt-4122	204	16	,	,	PUNCT
ajgt-4122	204	17	encompassing	encompass	VERB
ajgt-4122	204	18	27.46	27.46	NUM
ajgt-4122	204	19	%	%	NOUN
ajgt-4122	204	20	of	of	ADP
ajgt-4122	204	21	the	the	DET
ajgt-4122	204	22	area	area	NOUN
ajgt-4122	204	23	,	,	PUNCT
ajgt-4122	204	24	whereas	whereas	SCONJ
ajgt-4122	204	25	the	the	DET
ajgt-4122	204	26	“	"	PUNCT
ajgt-4122	204	27	very	very	ADV
ajgt-4122	204	28	low	low	ADJ
ajgt-4122	204	29	”	"	PUNCT
ajgt-4122	204	30	class	class	NOUN
ajgt-4122	204	31	represents	represent	VERB
ajgt-4122	204	32	only	only	ADV
ajgt-4122	204	33	6.42	6.42	NUM
ajgt-4122	204	34	%	%	NOUN
ajgt-4122	204	35	.	.	PUNCT
ajgt-4122	205	1	this	this	DET
ajgt-4122	205	2	outcome	outcome	NOUN
ajgt-4122	205	3	underscores	underscore	VERB
ajgt-4122	205	4	the	the	DET
ajgt-4122	205	5	model	model	NOUN
ajgt-4122	205	6	’s	’s	PART
ajgt-4122	205	7	inclination	inclination	NOUN
ajgt-4122	205	8	to	to	PART
ajgt-4122	205	9	categorize	categorize	VERB
ajgt-4122	205	10	a	a	DET
ajgt-4122	205	11	larger	large	ADJ
ajgt-4122	205	12	proportion	proportion	NOUN
ajgt-4122	205	13	of	of	ADP
ajgt-4122	205	14	the	the	DET
ajgt-4122	205	15	terrain	terrain	NOUN
ajgt-4122	205	16	as	as	ADP
ajgt-4122	205	17	having	have	VERB
ajgt-4122	205	18	lower	low	ADJ
ajgt-4122	205	19	susceptibility	susceptibility	NOUN
ajgt-4122	205	20	,	,	PUNCT
ajgt-4122	205	21	which	which	PRON
ajgt-4122	205	22	may	may	AUX
ajgt-4122	205	23	reflect	reflect	VERB
ajgt-4122	205	24	a	a	DET
ajgt-4122	205	25	conservative	conservative	ADJ
ajgt-4122	205	26	classification	classification	NOUN
ajgt-4122	205	27	strategy	strategy	NOUN
ajgt-4122	205	28	.	.	PUNCT
ajgt-4122	206	1	lastly	lastly	ADV
ajgt-4122	206	2	,	,	PUNCT
ajgt-4122	206	3	the	the	DET
ajgt-4122	206	4	mlpnn_identity	mlpnn_identity	NOUN
ajgt-4122	206	5	model	model	NOUN
ajgt-4122	206	6	exhibits	exhibit	VERB
ajgt-4122	206	7	a	a	DET
ajgt-4122	206	8	distinctive	distinctive	ADJ
ajgt-4122	206	9	distribution	distribution	NOUN
ajgt-4122	206	10	,	,	PUNCT
ajgt-4122	206	11	with	with	ADP
ajgt-4122	206	12	the	the	DET
ajgt-4122	206	13	“	"	PUNCT
ajgt-4122	206	14	moderate	moderate	ADJ
ajgt-4122	206	15	”	"	PUNCT
ajgt-4122	206	16	susceptibility	susceptibility	NOUN
ajgt-4122	206	17	class	class	NOUN
ajgt-4122	206	18	accounting	accounting	NOUN
ajgt-4122	206	19	for	for	ADP
ajgt-4122	206	20	the	the	DET
ajgt-4122	206	21	largest	large	ADJ
ajgt-4122	206	22	share	share	NOUN
ajgt-4122	206	23	at	at	ADP
ajgt-4122	206	24	46.81	46.81	NUM
ajgt-4122	206	25	%	%	NOUN
ajgt-4122	206	26	,	,	PUNCT
ajgt-4122	206	27	and	and	CCONJ
ajgt-4122	206	28	the	the	DET
ajgt-4122	206	29	“	"	PUNCT
ajgt-4122	206	30	very	very	ADV
ajgt-4122	206	31	low	low	ADJ
ajgt-4122	206	32	”	"	PUNCT
ajgt-4122	206	33	class	class	NOUN
ajgt-4122	206	34	covering	cover	VERB
ajgt-4122	206	35	just	just	ADV
ajgt-4122	206	36	3.07	3.07	NUM
ajgt-4122	206	37	%	%	NOUN
ajgt-4122	206	38	of	of	ADP
ajgt-4122	206	39	the	the	DET
ajgt-4122	206	40	area	area	NOUN
ajgt-4122	206	41	.	.	PUNCT
ajgt-4122	207	1	this	this	DET
ajgt-4122	207	2	model	model	NOUN
ajgt-4122	207	3	appears	appear	VERB
ajgt-4122	207	4	to	to	PART
ajgt-4122	207	5	categorize	categorize	VERB
ajgt-4122	207	6	a	a	DET
ajgt-4122	207	7	substantial	substantial	ADJ
ajgt-4122	207	8	portion	portion	NOUN
ajgt-4122	207	9	of	of	ADP
ajgt-4122	207	10	the	the	DET
ajgt-4122	207	11	terrain	terrain	NOUN
ajgt-4122	207	12	into	into	ADP
ajgt-4122	207	13	a	a	DET
ajgt-4122	207	14	mid	mid	ADJ
ajgt-4122	207	15	-	-	ADJ
ajgt-4122	207	16	range	range	ADJ
ajgt-4122	207	17	risk	risk	NOUN
ajgt-4122	207	18	category	category	NOUN
ajgt-4122	207	19	,	,	PUNCT
ajgt-4122	207	20	offering	offer	VERB
ajgt-4122	207	21	a	a	DET
ajgt-4122	207	22	unique	unique	ADJ
ajgt-4122	207	23	perspective	perspective	NOUN
ajgt-4122	207	24	on	on	ADP
ajgt-4122	207	25	susceptibility	susceptibility	NOUN
ajgt-4122	207	26	zoning	zoning	NOUN
ajgt-4122	207	27	.	.	PUNCT
ajgt-4122	208	1	the	the	DET
ajgt-4122	208	2	variations	variation	NOUN
ajgt-4122	208	3	in	in	ADP
ajgt-4122	208	4	area	area	NOUN
ajgt-4122	208	5	distribution	distribution	NOUN
ajgt-4122	208	6	among	among	ADP
ajgt-4122	208	7	these	these	DET
ajgt-4122	208	8	models	model	NOUN
ajgt-4122	208	9	highlight	highlight	VERB
ajgt-4122	208	10	the	the	DET
ajgt-4122	208	11	significant	significant	ADJ
ajgt-4122	208	12	impact	impact	NOUN
ajgt-4122	208	13	of	of	ADP
ajgt-4122	208	14	activation	activation	NOUN
ajgt-4122	208	15	functions	function	NOUN
ajgt-4122	208	16	and	and	CCONJ
ajgt-4122	208	17	model	model	NOUN
ajgt-4122	208	18	parameters	parameter	NOUN
ajgt-4122	208	19	on	on	ADP
ajgt-4122	208	20	the	the	DET
ajgt-4122	208	21	development	development	NOUN
ajgt-4122	208	22	of	of	ADP
ajgt-4122	208	23	landslide	landslide	NOUN
ajgt-4122	208	24	susceptibility	susceptibility	NOUN
ajgt-4122	208	25	maps	map	NOUN
ajgt-4122	208	26	.	.	PUNCT
ajgt-4122	209	1	pa	pa	PROPN
ajgt-4122	209	2	ge	ge	PROPN
ajgt-4122	209	3	19	19	NUM
ajgt-4122	209	4	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-4122	209	5	am	am	NOUN
ajgt-4122	209	6	.	.	PUNCT
ajgt-4122	210	1	j.	j.	PROPN
ajgt-4122	210	2	geo	geo	PROPN
ajgt-4122	210	3	spat	spat	PROPN
ajgt-4122	210	4	.	.	PUNCT
ajgt-4122	211	1	technol	technol	PROPN
ajgt-4122	211	2	.	.	PUNCT
ajgt-4122	212	1	4(1	4(1	NOUN
ajgt-4122	212	2	)	)	PUNCT
ajgt-4122	213	1	11	11	NUM
ajgt-4122	213	2	-	-	SYM
ajgt-4122	213	3	21	21	NUM
ajgt-4122	213	4	,	,	PUNCT
ajgt-4122	213	5	2025	2025	NUM
ajgt-4122	213	6	figure	figure	NOUN
ajgt-4122	213	7	8	8	NUM
ajgt-4122	213	8	:	:	PUNCT
ajgt-4122	213	9	confusion	confusion	NOUN
ajgt-4122	213	10	matrix	matrix	NOUN
ajgt-4122	213	11	of	of	ADP
ajgt-4122	213	12	mlpnn	mlpnn	PROPN
ajgt-4122	213	13	models	model	NOUN
ajgt-4122	213	14	figure	figure	VERB
ajgt-4122	213	15	9	9	NUM
ajgt-4122	213	16	:	:	PUNCT
ajgt-4122	213	17	generated	generate	VERB
ajgt-4122	213	18	lsm	lsm	PROPN
ajgt-4122	213	19	by	by	ADP
ajgt-4122	213	20	mlpnn	mlpnn	PROPN
ajgt-4122	213	21	pa	pa	PROPN
ajgt-4122	213	22	ge	ge	PROPN
ajgt-4122	213	23	20	20	NUM
ajgt-4122	213	24	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-4122	213	25	am	be	AUX
ajgt-4122	213	26	.	.	PUNCT
ajgt-4122	214	1	j.	j.	PROPN
ajgt-4122	214	2	geo	geo	PROPN
ajgt-4122	214	3	spat	spat	PROPN
ajgt-4122	214	4	.	.	PUNCT
ajgt-4122	215	1	technol	technol	PROPN
ajgt-4122	215	2	.	.	PUNCT
ajgt-4122	216	1	4(1	4(1	NOUN
ajgt-4122	216	2	)	)	PUNCT
ajgt-4122	217	1	11	11	NUM
ajgt-4122	217	2	-	-	SYM
ajgt-4122	217	3	21	21	NUM
ajgt-4122	217	4	,	,	PUNCT
ajgt-4122	217	5	2025	2025	NUM
ajgt-4122	217	6	overall	overall	ADJ
ajgt-4122	217	7	,	,	PUNCT
ajgt-4122	217	8	this	this	DET
ajgt-4122	217	9	analysis	analysis	NOUN
ajgt-4122	217	10	highlights	highlight	NOUN
ajgt-4122	217	11	mlpnn_logistic	mlpnn_logistic	ADJ
ajgt-4122	217	12	and	and	CCONJ
ajgt-4122	217	13	mlpnn_relu	mlpnn_relu	NOUN
ajgt-4122	217	14	as	as	ADP
ajgt-4122	217	15	the	the	DET
ajgt-4122	217	16	most	most	ADV
ajgt-4122	217	17	effective	effective	ADJ
ajgt-4122	217	18	activation	activation	NOUN
ajgt-4122	217	19	functions	function	NOUN
ajgt-4122	217	20	for	for	ADP
ajgt-4122	217	21	producing	produce	VERB
ajgt-4122	217	22	accurate	accurate	ADJ
ajgt-4122	217	23	landslide	landslide	NOUN
ajgt-4122	217	24	susceptibility	susceptibility	NOUN
ajgt-4122	217	25	maps	map	NOUN
ajgt-4122	217	26	.	.	PUNCT
ajgt-4122	218	1	although	although	SCONJ
ajgt-4122	218	2	logistic	logistic	ADJ
ajgt-4122	218	3	activation	activation	NOUN
ajgt-4122	218	4	slightly	slightly	ADV
ajgt-4122	218	5	surpassed	surpass	VERB
ajgt-4122	218	6	relu	relu	NOUN
ajgt-4122	218	7	in	in	ADP
ajgt-4122	218	8	the	the	DET
ajgt-4122	218	9	overall	overall	ADJ
ajgt-4122	218	10	metrics	metric	NOUN
ajgt-4122	218	11	,	,	PUNCT
ajgt-4122	218	12	relu	relu	NOUN
ajgt-4122	218	13	’s	’s	PART
ajgt-4122	218	14	superior	superior	ADJ
ajgt-4122	218	15	sensitivity	sensitivity	NOUN
ajgt-4122	218	16	makes	make	VERB
ajgt-4122	218	17	it	it	PRON
ajgt-4122	218	18	particularly	particularly	ADV
ajgt-4122	218	19	advantageous	advantageous	ADJ
ajgt-4122	218	20	for	for	ADP
ajgt-4122	218	21	minimizing	minimize	VERB
ajgt-4122	218	22	false	false	ADJ
ajgt-4122	218	23	negatives	negative	NOUN
ajgt-4122	218	24	in	in	ADP
ajgt-4122	218	25	identifying	identify	VERB
ajgt-4122	218	26	landslide	landslide	NOUN
ajgt-4122	218	27	-	-	PUNCT
ajgt-4122	218	28	prone	prone	ADJ
ajgt-4122	218	29	zones	zone	NOUN
ajgt-4122	218	30	.	.	PUNCT
ajgt-4122	219	1	conclusion	conclusion	VERB
ajgt-4122	219	2	the	the	DET
ajgt-4122	219	3	identification	identification	NOUN
ajgt-4122	219	4	of	of	ADP
ajgt-4122	219	5	regions	region	NOUN
ajgt-4122	219	6	susceptible	susceptible	ADJ
ajgt-4122	219	7	to	to	ADP
ajgt-4122	219	8	landslides	landslide	NOUN
ajgt-4122	219	9	,	,	PUNCT
ajgt-4122	219	10	along	along	ADP
ajgt-4122	219	11	with	with	ADP
ajgt-4122	219	12	the	the	DET
ajgt-4122	219	13	precise	precise	ADJ
ajgt-4122	219	14	determination	determination	NOUN
ajgt-4122	219	15	of	of	ADP
ajgt-4122	219	16	their	their	PRON
ajgt-4122	219	17	locations	location	NOUN
ajgt-4122	219	18	based	base	VERB
ajgt-4122	219	19	on	on	ADP
ajgt-4122	219	20	specified	specify	VERB
ajgt-4122	219	21	susceptibility	susceptibility	NOUN
ajgt-4122	219	22	levels	level	NOUN
ajgt-4122	219	23	,	,	PUNCT
ajgt-4122	219	24	is	be	AUX
ajgt-4122	219	25	essential	essential	ADJ
ajgt-4122	219	26	for	for	ADP
ajgt-4122	219	27	effective	effective	ADJ
ajgt-4122	219	28	planning	planning	NOUN
ajgt-4122	219	29	initiatives	initiative	NOUN
ajgt-4122	219	30	.	.	PUNCT
ajgt-4122	220	1	numerous	numerous	ADJ
ajgt-4122	220	2	methodologies	methodology	NOUN
ajgt-4122	220	3	have	have	AUX
ajgt-4122	220	4	been	be	AUX
ajgt-4122	220	5	proposed	propose	VERB
ajgt-4122	220	6	in	in	ADP
ajgt-4122	220	7	the	the	DET
ajgt-4122	220	8	existing	exist	VERB
ajgt-4122	220	9	literature	literature	NOUN
ajgt-4122	220	10	for	for	ADP
ajgt-4122	220	11	the	the	DET
ajgt-4122	220	12	development	development	NOUN
ajgt-4122	220	13	of	of	ADP
ajgt-4122	220	14	landslide	landslide	NOUN
ajgt-4122	220	15	susceptibility	susceptibility	NOUN
ajgt-4122	220	16	maps	map	NOUN
ajgt-4122	220	17	.	.	PUNCT
ajgt-4122	221	1	this	this	DET
ajgt-4122	221	2	study	study	NOUN
ajgt-4122	221	3	assesses	assess	VERB
ajgt-4122	221	4	the	the	DET
ajgt-4122	221	5	efficacy	efficacy	NOUN
ajgt-4122	221	6	of	of	ADP
ajgt-4122	221	7	the	the	DET
ajgt-4122	221	8	multilayer	multilayer	PROPN
ajgt-4122	221	9	perceptron	perceptron	PROPN
ajgt-4122	221	10	neural	neural	PROPN
ajgt-4122	221	11	network	network	NOUN
ajgt-4122	221	12	(	(	PUNCT
ajgt-4122	221	13	mlpnn	mlpnn	PROPN
ajgt-4122	221	14	)	)	PUNCT
ajgt-4122	221	15	in	in	ADP
ajgt-4122	221	16	constructing	construct	VERB
ajgt-4122	221	17	accurate	accurate	ADJ
ajgt-4122	221	18	and	and	CCONJ
ajgt-4122	221	19	reliable	reliable	ADJ
ajgt-4122	221	20	models	model	NOUN
ajgt-4122	221	21	for	for	ADP
ajgt-4122	221	22	generating	generate	VERB
ajgt-4122	221	23	landslide	landslide	NOUN
ajgt-4122	221	24	susceptibility	susceptibility	NOUN
ajgt-4122	221	25	maps	map	NOUN
ajgt-4122	221	26	specifically	specifically	ADV
ajgt-4122	221	27	for	for	ADP
ajgt-4122	221	28	sikkim	sikkim	PROPN
ajgt-4122	221	29	,	,	PUNCT
ajgt-4122	221	30	india	india	PROPN
ajgt-4122	221	31	.	.	PUNCT
ajgt-4122	222	1	the	the	DET
ajgt-4122	222	2	research	research	NOUN
ajgt-4122	222	3	utilizes	utilize	VERB
ajgt-4122	222	4	nine	nine	NUM
ajgt-4122	222	5	conditioning	conditioning	NOUN
ajgt-4122	222	6	factors	factor	NOUN
ajgt-4122	222	7	,	,	PUNCT
ajgt-4122	222	8	which	which	PRON
ajgt-4122	222	9	include	include	VERB
ajgt-4122	222	10	aspect	aspect	NOUN
ajgt-4122	222	11	,	,	PUNCT
ajgt-4122	222	12	elevation	elevation	NOUN
ajgt-4122	222	13	,	,	PUNCT
ajgt-4122	222	14	land	land	NOUN
ajgt-4122	222	15	use	use	NOUN
ajgt-4122	222	16	/	/	SYM
ajgt-4122	222	17	land	land	NOUN
ajgt-4122	222	18	cover	cover	NOUN
ajgt-4122	222	19	,	,	PUNCT
ajgt-4122	222	20	normalized	normalize	VERB
ajgt-4122	222	21	difference	difference	NOUN
ajgt-4122	222	22	vegetation	vegetation	NOUN
ajgt-4122	222	23	index	index	NOUN
ajgt-4122	222	24	(	(	PUNCT
ajgt-4122	222	25	ndvi	ndvi	PROPN
ajgt-4122	222	26	)	)	PUNCT
ajgt-4122	222	27	,	,	PUNCT
ajgt-4122	222	28	rainfall	rainfall	NOUN
ajgt-4122	222	29	,	,	PUNCT
ajgt-4122	222	30	slope	slope	NOUN
ajgt-4122	222	31	,	,	PUNCT
ajgt-4122	222	32	soil	soil	NOUN
ajgt-4122	222	33	type	type	NOUN
ajgt-4122	222	34	,	,	PUNCT
ajgt-4122	222	35	earthquake	earthquake	NOUN
ajgt-4122	222	36	,	,	PUNCT
ajgt-4122	222	37	and	and	CCONJ
ajgt-4122	222	38	lithology	lithology	NOUN
ajgt-4122	222	39	.	.	PUNCT
ajgt-4122	223	1	a	a	DET
ajgt-4122	223	2	comprehensive	comprehensive	ADJ
ajgt-4122	223	3	set	set	NOUN
ajgt-4122	223	4	of	of	ADP
ajgt-4122	223	5	evaluation	evaluation	NOUN
ajgt-4122	223	6	metrics	metric	NOUN
ajgt-4122	223	7	has	have	AUX
ajgt-4122	223	8	been	be	AUX
ajgt-4122	223	9	employed	employ	VERB
ajgt-4122	223	10	to	to	PART
ajgt-4122	223	11	assess	assess	VERB
ajgt-4122	223	12	and	and	CCONJ
ajgt-4122	223	13	compare	compare	VERB
ajgt-4122	223	14	the	the	DET
ajgt-4122	223	15	performance	performance	NOUN
ajgt-4122	223	16	of	of	ADP
ajgt-4122	223	17	the	the	DET
ajgt-4122	223	18	models	model	NOUN
ajgt-4122	223	19	.	.	PUNCT
ajgt-4122	224	1	these	these	DET
ajgt-4122	224	2	metrics	metric	NOUN
ajgt-4122	224	3	include	include	VERB
ajgt-4122	224	4	training	training	NOUN
ajgt-4122	224	5	score	score	NOUN
ajgt-4122	224	6	,	,	PUNCT
ajgt-4122	224	7	testing	testing	NOUN
ajgt-4122	224	8	score	score	NOUN
ajgt-4122	224	9	,	,	PUNCT
ajgt-4122	224	10	kappa	kappa	ADJ
ajgt-4122	224	11	coefficient	coefficient	NOUN
ajgt-4122	224	12	,	,	PUNCT
ajgt-4122	224	13	specificity	specificity	NOUN
ajgt-4122	224	14	,	,	PUNCT
ajgt-4122	224	15	sensitivity	sensitivity	NOUN
ajgt-4122	224	16	,	,	PUNCT
ajgt-4122	224	17	and	and	CCONJ
ajgt-4122	224	18	area	area	NOUN
ajgt-4122	224	19	under	under	ADP
ajgt-4122	224	20	the	the	DET
ajgt-4122	224	21	curve	curve	NOUN
ajgt-4122	224	22	(	(	PUNCT
ajgt-4122	224	23	auc	auc	NOUN
ajgt-4122	224	24	)	)	PUNCT
ajgt-4122	224	25	.	.	PUNCT
ajgt-4122	225	1	such	such	ADJ
ajgt-4122	225	2	metrics	metric	NOUN
ajgt-4122	225	3	provide	provide	VERB
ajgt-4122	225	4	a	a	DET
ajgt-4122	225	5	robust	robust	ADJ
ajgt-4122	225	6	framework	framework	NOUN
ajgt-4122	225	7	for	for	ADP
ajgt-4122	225	8	analyzing	analyze	VERB
ajgt-4122	225	9	the	the	DET
ajgt-4122	225	10	predictive	predictive	ADJ
ajgt-4122	225	11	accuracy	accuracy	NOUN
ajgt-4122	225	12	and	and	CCONJ
ajgt-4122	225	13	reliability	reliability	NOUN
ajgt-4122	225	14	of	of	ADP
ajgt-4122	225	15	each	each	DET
ajgt-4122	225	16	model	model	NOUN
ajgt-4122	225	17	in	in	ADP
ajgt-4122	225	18	classifying	classify	VERB
ajgt-4122	225	19	landslide	landslide	NOUN
ajgt-4122	225	20	susceptibility	susceptibility	NOUN
ajgt-4122	225	21	.	.	PUNCT
ajgt-4122	226	1	the	the	DET
ajgt-4122	226	2	findings	finding	NOUN
ajgt-4122	226	3	indicate	indicate	VERB
ajgt-4122	226	4	that	that	SCONJ
ajgt-4122	226	5	the	the	DET
ajgt-4122	226	6	mlpnn	mlpnn	PROPN
ajgt-4122	226	7	_	_	PRON
ajgt-4122	226	8	logistic	logistic	ADJ
ajgt-4122	226	9	model	model	NOUN
ajgt-4122	226	10	outperformed	outperform	VERB
ajgt-4122	226	11	other	other	ADJ
ajgt-4122	226	12	models	model	NOUN
ajgt-4122	226	13	based	base	VERB
ajgt-4122	226	14	on	on	ADP
ajgt-4122	226	15	the	the	DET
ajgt-4122	226	16	evaluation	evaluation	NOUN
ajgt-4122	226	17	metrics	metric	NOUN
ajgt-4122	226	18	.	.	PUNCT
ajgt-4122	227	1	it	it	PRON
ajgt-4122	227	2	achieved	achieve	VERB
ajgt-4122	227	3	a	a	DET
ajgt-4122	227	4	kappa	kappa	ADJ
ajgt-4122	227	5	coefficient	coefficient	NOUN
ajgt-4122	227	6	of	of	ADP
ajgt-4122	227	7	0.504	0.504	NUM
ajgt-4122	227	8	,	,	PUNCT
ajgt-4122	227	9	indicating	indicate	VERB
ajgt-4122	227	10	a	a	DET
ajgt-4122	227	11	strong	strong	ADJ
ajgt-4122	227	12	correlation	correlation	NOUN
ajgt-4122	227	13	between	between	ADP
ajgt-4122	227	14	predicted	predict	VERB
ajgt-4122	227	15	and	and	CCONJ
ajgt-4122	227	16	actual	actual	ADJ
ajgt-4122	227	17	classifications	classification	NOUN
ajgt-4122	227	18	while	while	SCONJ
ajgt-4122	227	19	accounting	account	VERB
ajgt-4122	227	20	for	for	ADP
ajgt-4122	227	21	chance	chance	NOUN
ajgt-4122	227	22	agreement	agreement	NOUN
ajgt-4122	227	23	.	.	PUNCT
ajgt-4122	228	1	additionally	additionally	ADV
ajgt-4122	228	2	,	,	PUNCT
ajgt-4122	228	3	the	the	DET
ajgt-4122	228	4	mlpnn_logistic	mlpnn_logistic	PROPN
ajgt-4122	228	5	recorded	record	VERB
ajgt-4122	228	6	the	the	DET
ajgt-4122	228	7	highest	high	ADJ
ajgt-4122	228	8	auc	auc	NOUN
ajgt-4122	228	9	value	value	NOUN
ajgt-4122	228	10	of	of	ADP
ajgt-4122	228	11	0.757	0.757	NUM
ajgt-4122	228	12	,	,	PUNCT
ajgt-4122	228	13	demonstrating	demonstrate	VERB
ajgt-4122	228	14	its	its	PRON
ajgt-4122	228	15	exceptional	exceptional	ADJ
ajgt-4122	228	16	capability	capability	NOUN
ajgt-4122	228	17	to	to	PART
ajgt-4122	228	18	differentiate	differentiate	VERB
ajgt-4122	228	19	between	between	ADP
ajgt-4122	228	20	classes	class	NOUN
ajgt-4122	228	21	and	and	CCONJ
ajgt-4122	228	22	reliably	reliably	ADV
ajgt-4122	228	23	predict	predict	VERB
ajgt-4122	228	24	landslide	landslide	NOUN
ajgt-4122	228	25	susceptibility	susceptibility	NOUN
ajgt-4122	228	26	.	.	PUNCT
ajgt-4122	229	1	moreover	moreover	ADV
ajgt-4122	229	2	,	,	PUNCT
ajgt-4122	229	3	analysis	analysis	NOUN
ajgt-4122	229	4	of	of	ADP
ajgt-4122	229	5	the	the	DET
ajgt-4122	229	6	confusion	confusion	NOUN
ajgt-4122	229	7	matrix	matrix	NOUN
ajgt-4122	229	8	revealed	reveal	VERB
ajgt-4122	229	9	that	that	SCONJ
ajgt-4122	229	10	the	the	DET
ajgt-4122	229	11	mlpnn_logistic	mlpnn_logistic	ADJ
ajgt-4122	229	12	model	model	NOUN
ajgt-4122	229	13	had	have	VERB
ajgt-4122	229	14	the	the	DET
ajgt-4122	229	15	lowest	low	ADJ
ajgt-4122	229	16	number	number	NOUN
ajgt-4122	229	17	of	of	ADP
ajgt-4122	229	18	misclassifications	misclassification	NOUN
ajgt-4122	229	19	,	,	PUNCT
ajgt-4122	229	20	totalling	total	VERB
ajgt-4122	229	21	918	918	NUM
ajgt-4122	229	22	incorrectly	incorrectly	ADV
ajgt-4122	229	23	classified	classified	ADJ
ajgt-4122	229	24	instances	instance	NOUN
ajgt-4122	229	25	,	,	PUNCT
ajgt-4122	229	26	thus	thus	ADV
ajgt-4122	229	27	establishing	establish	VERB
ajgt-4122	229	28	it	it	PRON
ajgt-4122	229	29	as	as	ADP
ajgt-4122	229	30	the	the	DET
ajgt-4122	229	31	most	most	ADV
ajgt-4122	229	32	accurate	accurate	ADJ
ajgt-4122	229	33	among	among	ADP
ajgt-4122	229	34	the	the	DET
ajgt-4122	229	35	evaluated	evaluated	ADJ
ajgt-4122	229	36	models	model	NOUN
ajgt-4122	229	37	.	.	PUNCT
ajgt-4122	230	1	these	these	DET
ajgt-4122	230	2	results	result	NOUN
ajgt-4122	230	3	underscore	underscore	VERB
ajgt-4122	230	4	the	the	DET
ajgt-4122	230	5	mlpnn_logistic	mlpnn_logistic	ADJ
ajgt-4122	230	6	model	model	NOUN
ajgt-4122	230	7	’s	’s	PART
ajgt-4122	230	8	capability	capability	NOUN
ajgt-4122	230	9	to	to	PART
ajgt-4122	230	10	minimize	minimize	VERB
ajgt-4122	230	11	prediction	prediction	NOUN
ajgt-4122	230	12	errors	error	NOUN
ajgt-4122	230	13	and	and	CCONJ
ajgt-4122	230	14	its	its	PRON
ajgt-4122	230	15	robustness	robustness	NOUN
ajgt-4122	230	16	in	in	ADP
ajgt-4122	230	17	managing	manage	VERB
ajgt-4122	230	18	complex	complex	ADJ
ajgt-4122	230	19	datasets	dataset	NOUN
ajgt-4122	230	20	with	with	ADP
ajgt-4122	230	21	multiple	multiple	ADJ
ajgt-4122	230	22	conditioning	conditioning	NOUN
ajgt-4122	230	23	factors	factor	NOUN
ajgt-4122	230	24	.	.	PUNCT
ajgt-4122	231	1	in	in	ADP
ajgt-4122	231	2	conclusion	conclusion	NOUN
ajgt-4122	231	3	,	,	PUNCT
ajgt-4122	231	4	the	the	DET
ajgt-4122	231	5	combination	combination	NOUN
ajgt-4122	231	6	of	of	ADP
ajgt-4122	231	7	a	a	DET
ajgt-4122	231	8	high	high	ADJ
ajgt-4122	231	9	kappa	kappa	PROPN
ajgt-4122	231	10	coefficient	coefficient	NOUN
ajgt-4122	231	11	,	,	PUNCT
ajgt-4122	231	12	superior	superior	ADJ
ajgt-4122	231	13	auc	auc	NOUN
ajgt-4122	231	14	,	,	PUNCT
ajgt-4122	231	15	and	and	CCONJ
ajgt-4122	231	16	minimal	minimal	ADJ
ajgt-4122	231	17	misclassifications	misclassification	NOUN
ajgt-4122	231	18	positions	position	VERB
ajgt-4122	231	19	the	the	DET
ajgt-4122	231	20	mlpnn_logistic	mlpnn_logistic	ADJ
ajgt-4122	231	21	model	model	NOUN
ajgt-4122	231	22	as	as	ADP
ajgt-4122	231	23	a	a	DET
ajgt-4122	231	24	reliable	reliable	ADJ
ajgt-4122	231	25	and	and	CCONJ
ajgt-4122	231	26	effective	effective	ADJ
ajgt-4122	231	27	tool	tool	NOUN
ajgt-4122	231	28	for	for	ADP
ajgt-4122	231	29	landslide	landslide	NOUN
ajgt-4122	231	30	susceptibility	susceptibility	NOUN
ajgt-4122	231	31	mapping	mapping	NOUN
ajgt-4122	231	32	,	,	PUNCT
ajgt-4122	231	33	making	make	VERB
ajgt-4122	231	34	it	it	PRON
ajgt-4122	231	35	an	an	DET
ajgt-4122	231	36	optimal	optimal	ADJ
ajgt-4122	231	37	choice	choice	NOUN
ajgt-4122	231	38	for	for	ADP
ajgt-4122	231	39	predictive	predictive	ADJ
ajgt-4122	231	40	analyses	analysis	NOUN
ajgt-4122	231	41	in	in	ADP
ajgt-4122	231	42	this	this	DET
ajgt-4122	231	43	domain	domain	NOUN
ajgt-4122	231	44	.	.	PUNCT
ajgt-4122	232	1	references	reference	NOUN
ajgt-4122	232	2	afroz	afroz	ADV
ajgt-4122	232	3	,	,	PUNCT
ajgt-4122	232	4	t.	t.	PROPN
ajgt-4122	232	5	,	,	PUNCT
ajgt-4122	232	6	miah	miah	PROPN
ajgt-4122	232	7	,	,	PUNCT
ajgt-4122	232	8	m.	m.	NOUN
ajgt-4122	232	9	g.	g.	PROPN
ajgt-4122	232	10	,	,	PUNCT
ajgt-4122	232	11	abdullah	abdullah	PROPN
ajgt-4122	232	12	,	,	PUNCT
ajgt-4122	232	13	h.	h.	PROPN
ajgt-4122	232	14	m.	m.	PROPN
ajgt-4122	232	15	,	,	PUNCT
ajgt-4122	232	16	islam	islam	PROPN
ajgt-4122	232	17	,	,	PUNCT
ajgt-4122	232	18	m.	m.	PROPN
ajgt-4122	232	19	r.	r.	PROPN
ajgt-4122	232	20	,	,	PUNCT
ajgt-4122	232	21	&	&	CCONJ
ajgt-4122	232	22	rahman	rahman	PROPN
ajgt-4122	232	23	,	,	PUNCT
ajgt-4122	232	24	m.	m.	NOUN
ajgt-4122	232	25	m.	m.	NOUN
ajgt-4122	232	26	(	(	PUNCT
ajgt-4122	232	27	2022	2022	NUM
ajgt-4122	232	28	)	)	PUNCT
ajgt-4122	232	29	.	.	PUNCT
ajgt-4122	233	1	monitoring	monitoring	NOUN
ajgt-4122	233	2	of	of	ADP
ajgt-4122	233	3	lulc	lulc	PROPN
ajgt-4122	233	4	changes	change	NOUN
ajgt-4122	233	5	and	and	CCONJ
ajgt-4122	233	6	forest	forest	NOUN
ajgt-4122	233	7	loss	loss	NOUN
ajgt-4122	233	8	using	use	VERB
ajgt-4122	233	9	geospatial	geospatial	ADJ
ajgt-4122	233	10	technique	technique	NOUN
ajgt-4122	233	11	:	:	PUNCT
ajgt-4122	233	12	a	a	DET
ajgt-4122	233	13	case	case	NOUN
ajgt-4122	233	14	study	study	NOUN
ajgt-4122	233	15	from	from	ADP
ajgt-4122	233	16	northern	northern	ADJ
ajgt-4122	233	17	region	region	NOUN
ajgt-4122	233	18	of	of	ADP
ajgt-4122	233	19	bangladesh	bangladesh	PROPN
ajgt-4122	233	20	.	.	PUNCT
ajgt-4122	234	1	american	american	PROPN
ajgt-4122	234	2	journal	journal	PROPN
ajgt-4122	234	3	of	of	ADP
ajgt-4122	234	4	geospatial	geospatial	PROPN
ajgt-4122	234	5	technology	technology	NOUN
ajgt-4122	234	6	,	,	PUNCT
ajgt-4122	234	7	1(2	1(2	NUM
ajgt-4122	234	8	)	)	PUNCT
ajgt-4122	234	9	,	,	PUNCT
ajgt-4122	234	10	1–9	1–9	NOUN
ajgt-4122	234	11	.	.	PUNCT
ajgt-4122	235	1	https://doi	https://doi	NOUN
ajgt-4122	235	2	.	.	PUNCT
ajgt-4122	235	3	org/10.54536	org/10.54536	PROPN
ajgt-4122	235	4	/	/	SYM
ajgt-4122	235	5	ajgt.v1i2.907	ajgt.v1i2.907	PROPN
ajgt-4122	235	6	arabameri	arabameri	NOUN
ajgt-4122	235	7	,	,	PUNCT
ajgt-4122	235	8	a.	a.	NOUN
ajgt-4122	235	9	,	,	PUNCT
ajgt-4122	235	10	pradhan	pradhan	PROPN
ajgt-4122	235	11	,	,	PUNCT
ajgt-4122	235	12	b.	b.	PROPN
ajgt-4122	235	13	,	,	PUNCT
ajgt-4122	235	14	rezaei	rezaei	PROPN
ajgt-4122	235	15	,	,	PUNCT
ajgt-4122	235	16	k.	k.	PROPN
ajgt-4122	235	17	,	,	PUNCT
ajgt-4122	235	18	yamani	yamani	PROPN
ajgt-4122	235	19	,	,	PUNCT
ajgt-4122	235	20	m.	m.	NOUN
ajgt-4122	235	21	,	,	PUNCT
ajgt-4122	235	22	pourghasemi	pourghasemi	PROPN
ajgt-4122	235	23	,	,	PUNCT
ajgt-4122	235	24	h.	h.	PROPN
ajgt-4122	235	25	r.	r.	PROPN
ajgt-4122	235	26	,	,	PUNCT
ajgt-4122	235	27	&	&	CCONJ
ajgt-4122	235	28	lombardo	lombardo	PROPN
ajgt-4122	235	29	,	,	PUNCT
ajgt-4122	235	30	l.	l.	PROPN
ajgt-4122	235	31	(	(	PUNCT
ajgt-4122	235	32	2018	2018	NUM
ajgt-4122	235	33	)	)	PUNCT
ajgt-4122	235	34	.	.	PUNCT
ajgt-4122	236	1	spatial	spatial	ADJ
ajgt-4122	236	2	modelling	modelling	NOUN
ajgt-4122	236	3	of	of	ADP
ajgt-4122	236	4	gully	gully	ADJ
ajgt-4122	236	5	erosion	erosion	NOUN
ajgt-4122	236	6	using	use	VERB
ajgt-4122	236	7	evidential	evidential	ADJ
ajgt-4122	236	8	belief	belief	NOUN
ajgt-4122	236	9	function	function	NOUN
ajgt-4122	236	10	,	,	PUNCT
ajgt-4122	236	11	logistic	logistic	ADJ
ajgt-4122	236	12	regression	regression	NOUN
ajgt-4122	236	13	,	,	PUNCT
ajgt-4122	236	14	and	and	CCONJ
ajgt-4122	236	15	a	a	DET
ajgt-4122	236	16	new	new	ADJ
ajgt-4122	236	17	ensemble	ensemble	NOUN
ajgt-4122	236	18	of	of	ADP
ajgt-4122	236	19	evidential	evidential	ADJ
ajgt-4122	236	20	belief	belief	NOUN
ajgt-4122	236	21	function	function	NOUN
ajgt-4122	236	22	–	–	PUNCT
ajgt-4122	236	23	logistic	logistic	ADJ
ajgt-4122	236	24	regression	regression	NOUN
ajgt-4122	236	25	algorithm	algorithm	NOUN
ajgt-4122	236	26	.	.	PUNCT
ajgt-4122	237	1	land	land	NOUN
ajgt-4122	237	2	degradation	degradation	NOUN
ajgt-4122	237	3	&	&	CCONJ
ajgt-4122	237	4	development	development	NOUN
ajgt-4122	237	5	,	,	PUNCT
ajgt-4122	237	6	29(11	29(11	NUM
ajgt-4122	237	7	)	)	PUNCT
ajgt-4122	237	8	,	,	PUNCT
ajgt-4122	237	9	4035	4035	NUM
ajgt-4122	237	10	-	-	SYM
ajgt-4122	237	11	4049	4049	NUM
ajgt-4122	237	12	.	.	PUNCT
ajgt-4122	238	1	arabameri	arabameri	NOUN
ajgt-4122	238	2	,	,	PUNCT
ajgt-4122	238	3	a.	a.	PROPN
ajgt-4122	238	4	,	,	PUNCT
ajgt-4122	238	5	rezaei	rezaei	PROPN
ajgt-4122	238	6	,	,	PUNCT
ajgt-4122	238	7	k.	k.	PROPN
ajgt-4122	238	8	,	,	PUNCT
ajgt-4122	238	9	pourghasemi	pourghasemi	PROPN
ajgt-4122	238	10	,	,	PUNCT
ajgt-4122	238	11	h.	h.	PROPN
ajgt-4122	238	12	r.	r.	PROPN
ajgt-4122	238	13	,	,	PUNCT
ajgt-4122	238	14	lee	lee	PROPN
ajgt-4122	238	15	,	,	PUNCT
ajgt-4122	238	16	s.	s.	PROPN
ajgt-4122	238	17	,	,	PUNCT
ajgt-4122	238	18	&	&	CCONJ
ajgt-4122	238	19	yamani	yamani	PROPN
ajgt-4122	238	20	,	,	PUNCT
ajgt-4122	238	21	m.	m.	NOUN
ajgt-4122	238	22	(	(	PUNCT
ajgt-4122	238	23	2018	2018	NUM
ajgt-4122	238	24	)	)	PUNCT
ajgt-4122	238	25	.	.	PUNCT
ajgt-4122	239	1	gis	gis	NOUN
ajgt-4122	239	2	-	-	PUNCT
ajgt-4122	239	3	based	base	VERB
ajgt-4122	239	4	gully	gully	NOUN
ajgt-4122	239	5	erosion	erosion	NOUN
ajgt-4122	239	6	susceptibility	susceptibility	NOUN
ajgt-4122	239	7	mapping	mapping	NOUN
ajgt-4122	239	8	:	:	PUNCT
ajgt-4122	239	9	a	a	DET
ajgt-4122	239	10	comparison	comparison	NOUN
ajgt-4122	239	11	among	among	ADP
ajgt-4122	239	12	three	three	NUM
ajgt-4122	239	13	data	datum	NOUN
ajgt-4122	239	14	-	-	PUNCT
ajgt-4122	239	15	driven	drive	VERB
ajgt-4122	239	16	models	model	NOUN
ajgt-4122	239	17	and	and	CCONJ
ajgt-4122	239	18	ahp	ahp	NOUN
ajgt-4122	239	19	knowledge	knowledge	NOUN
ajgt-4122	239	20	-	-	PUNCT
ajgt-4122	239	21	based	base	VERB
ajgt-4122	239	22	technique	technique	NOUN
ajgt-4122	239	23	.	.	PUNCT
ajgt-4122	240	1	environmental	environmental	ADJ
ajgt-4122	240	2	earth	earth	PROPN
ajgt-4122	240	3	sciences	sciences	PROPN
ajgt-4122	240	4	,	,	PUNCT
ajgt-4122	240	5	77	77	NUM
ajgt-4122	240	6	,	,	PUNCT
ajgt-4122	240	7	1	1	NUM
ajgt-4122	240	8	-	-	SYM
ajgt-4122	240	9	22	22	NUM
ajgt-4122	240	10	.	.	PUNCT
ajgt-4122	241	1	azarafza	azarafza	PROPN
ajgt-4122	241	2	,	,	PUNCT
ajgt-4122	241	3	m.	m.	NOUN
ajgt-4122	241	4	,	,	PUNCT
ajgt-4122	241	5	ghazifard	ghazifard	ADV
ajgt-4122	241	6	,	,	PUNCT
ajgt-4122	241	7	a.	a.	NOUN
ajgt-4122	241	8	,	,	PUNCT
ajgt-4122	241	9	akgün	akgün	NOUN
ajgt-4122	241	10	,	,	PUNCT
ajgt-4122	241	11	h.	h.	PROPN
ajgt-4122	241	12	,	,	PUNCT
ajgt-4122	241	13	&	&	CCONJ
ajgt-4122	241	14	asgharikaljahi	asgharikaljahi	PROPN
ajgt-4122	241	15	,	,	PUNCT
ajgt-4122	241	16	e.	e.	PROPN
ajgt-4122	241	17	(	(	PUNCT
ajgt-4122	241	18	2018	2018	NUM
ajgt-4122	241	19	)	)	PUNCT
ajgt-4122	241	20	.	.	PUNCT
ajgt-4122	242	1	landslide	landslide	NOUN
ajgt-4122	242	2	susceptibility	susceptibility	NOUN
ajgt-4122	242	3	assessment	assessment	NOUN
ajgt-4122	242	4	of	of	ADP
ajgt-4122	242	5	south	south	ADJ
ajgt-4122	242	6	pars	par	NOUN
ajgt-4122	242	7	special	special	ADJ
ajgt-4122	242	8	zone	zone	NOUN
ajgt-4122	242	9	,	,	PUNCT
ajgt-4122	242	10	southwest	southwest	ADJ
ajgt-4122	242	11	iran	iran	PROPN
ajgt-4122	242	12	.	.	PUNCT
ajgt-4122	243	1	environmental	environmental	ADJ
ajgt-4122	243	2	earth	earth	PROPN
ajgt-4122	243	3	sciences	sciences	PROPN
ajgt-4122	243	4	,	,	PUNCT
ajgt-4122	243	5	77	77	NUM
ajgt-4122	243	6	,	,	PUNCT
ajgt-4122	243	7	1	1	NUM
ajgt-4122	243	8	-	-	SYM
ajgt-4122	243	9	29	29	NUM
ajgt-4122	243	10	.	.	PUNCT
ajgt-4122	244	1	bopche	bopche	PROPN
ajgt-4122	244	2	,	,	PUNCT
ajgt-4122	244	3	l.	l.	PROPN
ajgt-4122	244	4	,	,	PUNCT
ajgt-4122	244	5	&	&	CCONJ
ajgt-4122	244	6	rege	rege	PROPN
ajgt-4122	244	7	,	,	PUNCT
ajgt-4122	244	8	p.	p.	NOUN
ajgt-4122	244	9	p.	p.	NOUN
ajgt-4122	244	10	(	(	PUNCT
ajgt-4122	244	11	2022	2022	NUM
ajgt-4122	244	12	)	)	PUNCT
ajgt-4122	244	13	.	.	PUNCT
ajgt-4122	245	1	landslide	landslide	NOUN
ajgt-4122	245	2	susceptibility	susceptibility	NOUN
ajgt-4122	245	3	mapping	mapping	NOUN
ajgt-4122	245	4	:	:	PUNCT
ajgt-4122	245	5	an	an	DET
ajgt-4122	245	6	integrated	integrated	ADJ
ajgt-4122	245	7	approach	approach	NOUN
ajgt-4122	245	8	using	use	VERB
ajgt-4122	245	9	geographic	geographic	ADJ
ajgt-4122	245	10	information	information	NOUN
ajgt-4122	245	11	value	value	NOUN
ajgt-4122	245	12	,	,	PUNCT
ajgt-4122	245	13	remote	remote	ADJ
ajgt-4122	245	14	sensing	sensing	NOUN
ajgt-4122	245	15	,	,	PUNCT
ajgt-4122	245	16	and	and	CCONJ
ajgt-4122	245	17	weight	weight	NOUN
ajgt-4122	245	18	of	of	ADP
ajgt-4122	245	19	figure	figure	NOUN
ajgt-4122	245	20	10	10	NUM
ajgt-4122	245	21	:	:	PUNCT
ajgt-4122	245	22	area	area	NOUN
ajgt-4122	245	23	distribution	distribution	NOUN
ajgt-4122	245	24	of	of	ADP
ajgt-4122	245	25	study	study	NOUN
ajgt-4122	245	26	area	area	NOUN
ajgt-4122	245	27	by	by	ADP
ajgt-4122	245	28	mlpnn	mlpnn	PROPN
ajgt-4122	245	29	pa	pa	PROPN
ajgt-4122	245	30	ge	ge	PROPN
ajgt-4122	245	31	21	21	NUM
ajgt-4122	245	32	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-4122	245	33	am	be	AUX
ajgt-4122	245	34	.	.	PUNCT
ajgt-4122	246	1	j.	j.	PROPN
ajgt-4122	246	2	geo	geo	PROPN
ajgt-4122	246	3	spat	spat	PROPN
ajgt-4122	246	4	.	.	PUNCT
ajgt-4122	247	1	technol	technol	PROPN
ajgt-4122	247	2	.	.	PUNCT
ajgt-4122	248	1	4(1	4(1	NOUN
ajgt-4122	248	2	)	)	PUNCT
ajgt-4122	249	1	11	11	NUM
ajgt-4122	249	2	-	-	SYM
ajgt-4122	249	3	21	21	NUM
ajgt-4122	249	4	,	,	PUNCT
ajgt-4122	249	5	2025	2025	NUM
ajgt-4122	249	6	evidence	evidence	NOUN
ajgt-4122	249	7	method	method	NOUN
ajgt-4122	249	8	.	.	PUNCT
ajgt-4122	250	1	geotechnical	geotechnical	ADJ
ajgt-4122	250	2	and	and	CCONJ
ajgt-4122	250	3	geological	geological	ADJ
ajgt-4122	250	4	engineering	engineering	NOUN
ajgt-4122	250	5	,	,	PUNCT
ajgt-4122	250	6	40(6	40(6	PROPN
ajgt-4122	250	7	)	)	PUNCT
ajgt-4122	250	8	,	,	PUNCT
ajgt-4122	250	9	2935–2947	2935–2947	NUM
ajgt-4122	250	10	.	.	PUNCT
ajgt-4122	251	1	https://doi.org/10.1007/s10706022-02070-4	https://doi.org/10.1007/s10706022-02070-4	PROPN
ajgt-4122	251	2	colkesen	colkesen	PROPN
ajgt-4122	251	3	,	,	PUNCT
ajgt-4122	251	4	i.	i.	PROPN
ajgt-4122	251	5	,	,	PUNCT
ajgt-4122	251	6	sahin	sahin	PROPN
ajgt-4122	251	7	,	,	PUNCT
ajgt-4122	251	8	e.	e.	PROPN
ajgt-4122	251	9	k.	k.	PROPN
ajgt-4122	251	10	,	,	PUNCT
ajgt-4122	251	11	&	&	CCONJ
ajgt-4122	251	12	kavzoglu	kavzoglu	PROPN
ajgt-4122	251	13	,	,	PUNCT
ajgt-4122	251	14	t.	t.	PROPN
ajgt-4122	251	15	(	(	PUNCT
ajgt-4122	251	16	2016	2016	NUM
ajgt-4122	251	17	)	)	PUNCT
ajgt-4122	251	18	.	.	PUNCT
ajgt-4122	252	1	susceptibility	susceptibility	NOUN
ajgt-4122	252	2	mapping	mapping	NOUN
ajgt-4122	252	3	of	of	ADP
ajgt-4122	252	4	shallow	shallow	ADJ
ajgt-4122	252	5	landslides	landslide	NOUN
ajgt-4122	252	6	using	use	VERB
ajgt-4122	252	7	kernel	kernel	NOUN
ajgt-4122	252	8	-	-	PUNCT
ajgt-4122	252	9	based	base	VERB
ajgt-4122	252	10	gaussian	gaussian	ADJ
ajgt-4122	252	11	process	process	NOUN
ajgt-4122	252	12	,	,	PUNCT
ajgt-4122	252	13	support	support	VERB
ajgt-4122	252	14	vector	vector	NOUN
ajgt-4122	252	15	machines	machine	NOUN
ajgt-4122	252	16	and	and	CCONJ
ajgt-4122	252	17	logistic	logistic	ADJ
ajgt-4122	252	18	regression	regression	NOUN
ajgt-4122	252	19	.	.	PUNCT
ajgt-4122	253	1	journal	journal	NOUN
ajgt-4122	253	2	of	of	ADP
ajgt-4122	253	3	african	african	ADJ
ajgt-4122	253	4	earth	earth	NOUN
ajgt-4122	253	5	sciences	science	NOUN
ajgt-4122	253	6	,	,	PUNCT
ajgt-4122	253	7	118	118	NUM
ajgt-4122	253	8	,	,	PUNCT
ajgt-4122	253	9	53	53	NUM
ajgt-4122	253	10	-	-	SYM
ajgt-4122	253	11	64	64	NUM
ajgt-4122	253	12	.	.	PUNCT
ajgt-4122	254	1	feizizadeh	feizizadeh	PROPN
ajgt-4122	254	2	,	,	PUNCT
ajgt-4122	254	3	b.	b.	PROPN
ajgt-4122	254	4	,	,	PUNCT
ajgt-4122	254	5	&	&	CCONJ
ajgt-4122	254	6	blaschke	blaschke	PROPN
ajgt-4122	254	7	,	,	PUNCT
ajgt-4122	254	8	t.	t.	PROPN
ajgt-4122	254	9	(	(	PUNCT
ajgt-4122	254	10	2014	2014	NUM
ajgt-4122	254	11	)	)	PUNCT
ajgt-4122	254	12	.	.	PUNCT
ajgt-4122	255	1	an	an	DET
ajgt-4122	255	2	uncertainty	uncertainty	NOUN
ajgt-4122	255	3	and	and	CCONJ
ajgt-4122	255	4	sensitivity	sensitivity	NOUN
ajgt-4122	255	5	analysis	analysis	NOUN
ajgt-4122	255	6	approach	approach	NOUN
ajgt-4122	255	7	for	for	ADP
ajgt-4122	255	8	gis	gis	NOUN
ajgt-4122	255	9	-	-	PUNCT
ajgt-4122	255	10	based	base	VERB
ajgt-4122	255	11	multicriteria	multicriteria	PROPN
ajgt-4122	255	12	landslide	landslide	NOUN
ajgt-4122	255	13	susceptibility	susceptibility	NOUN
ajgt-4122	255	14	mapping	mapping	NOUN
ajgt-4122	255	15	.	.	PUNCT
ajgt-4122	256	1	international	international	ADJ
ajgt-4122	256	2	journal	journal	NOUN
ajgt-4122	256	3	of	of	ADP
ajgt-4122	256	4	geographical	geographical	ADJ
ajgt-4122	256	5	information	information	NOUN
ajgt-4122	256	6	science	science	NOUN
ajgt-4122	256	7	,	,	PUNCT
ajgt-4122	256	8	28(3	28(3	NUM
ajgt-4122	256	9	)	)	PUNCT
ajgt-4122	256	10	,	,	PUNCT
ajgt-4122	256	11	610	610	NUM
ajgt-4122	256	12	-	-	SYM
ajgt-4122	256	13	638	638	NUM
ajgt-4122	256	14	.	.	PUNCT
ajgt-4122	257	1	hong	hong	PROPN
ajgt-4122	257	2	,	,	PUNCT
ajgt-4122	257	3	h.	h.	PROPN
ajgt-4122	257	4	,	,	PUNCT
ajgt-4122	257	5	liu	liu	PROPN
ajgt-4122	257	6	,	,	PUNCT
ajgt-4122	257	7	j.	j.	PROPN
ajgt-4122	257	8	,	,	PUNCT
ajgt-4122	257	9	&	&	CCONJ
ajgt-4122	257	10	zhu	zhu	PROPN
ajgt-4122	257	11	,	,	PUNCT
ajgt-4122	257	12	a.	a.	NOUN
ajgt-4122	257	13	x.	x.	NOUN
ajgt-4122	257	14	(	(	PUNCT
ajgt-4122	257	15	2020	2020	NUM
ajgt-4122	257	16	)	)	PUNCT
ajgt-4122	257	17	.	.	PUNCT
ajgt-4122	258	1	modeling	model	VERB
ajgt-4122	258	2	landslide	landslide	NOUN
ajgt-4122	258	3	susceptibility	susceptibility	NOUN
ajgt-4122	258	4	using	use	VERB
ajgt-4122	258	5	logitboost	logitboost	ADJ
ajgt-4122	258	6	alternating	alternate	VERB
ajgt-4122	258	7	decision	decision	NOUN
ajgt-4122	258	8	trees	tree	NOUN
ajgt-4122	258	9	and	and	CCONJ
ajgt-4122	258	10	forest	forest	NOUN
ajgt-4122	258	11	by	by	ADP
ajgt-4122	258	12	penalizing	penalize	VERB
ajgt-4122	258	13	attributes	attribute	NOUN
ajgt-4122	258	14	with	with	ADP
ajgt-4122	258	15	the	the	DET
ajgt-4122	258	16	bagging	bagging	NOUN
ajgt-4122	258	17	ensemble	ensemble	ADJ
ajgt-4122	258	18	.	.	PUNCT
ajgt-4122	259	1	science	science	NOUN
ajgt-4122	259	2	of	of	ADP
ajgt-4122	259	3	the	the	DET
ajgt-4122	259	4	total	total	ADJ
ajgt-4122	259	5	environment	environment	NOUN
ajgt-4122	259	6	,	,	PUNCT
ajgt-4122	259	7	718	718	NUM
ajgt-4122	259	8	,	,	PUNCT
ajgt-4122	259	9	137231	137231	NUM
ajgt-4122	259	10	.	.	PUNCT
ajgt-4122	260	1	kalantar	kalantar	PROPN
ajgt-4122	260	2	,	,	PUNCT
ajgt-4122	260	3	b.	b.	PROPN
ajgt-4122	260	4	,	,	PUNCT
ajgt-4122	260	5	pradhan	pradhan	PROPN
ajgt-4122	260	6	,	,	PUNCT
ajgt-4122	260	7	b.	b.	PROPN
ajgt-4122	260	8	,	,	PUNCT
ajgt-4122	260	9	naghibi	naghibi	PROPN
ajgt-4122	260	10	,	,	PUNCT
ajgt-4122	260	11	s.	s.	PROPN
ajgt-4122	260	12	a.	a.	PROPN
ajgt-4122	260	13	,	,	PUNCT
ajgt-4122	260	14	motevalli	motevalli	PROPN
ajgt-4122	260	15	,	,	PUNCT
ajgt-4122	260	16	a.	a.	PROPN
ajgt-4122	260	17	,	,	PUNCT
ajgt-4122	260	18	&	&	CCONJ
ajgt-4122	260	19	mansor	mansor	PROPN
ajgt-4122	260	20	,	,	PUNCT
ajgt-4122	260	21	s.	s.	PROPN
ajgt-4122	260	22	(	(	PUNCT
ajgt-4122	260	23	2018	2018	NUM
ajgt-4122	260	24	)	)	PUNCT
ajgt-4122	260	25	.	.	PUNCT
ajgt-4122	261	1	assessment	assessment	NOUN
ajgt-4122	261	2	of	of	ADP
ajgt-4122	261	3	the	the	DET
ajgt-4122	261	4	effects	effect	NOUN
ajgt-4122	261	5	of	of	ADP
ajgt-4122	261	6	training	training	NOUN
ajgt-4122	261	7	data	datum	NOUN
ajgt-4122	261	8	selection	selection	NOUN
ajgt-4122	261	9	on	on	ADP
ajgt-4122	261	10	the	the	DET
ajgt-4122	261	11	landslide	landslide	NOUN
ajgt-4122	261	12	susceptibility	susceptibility	NOUN
ajgt-4122	261	13	mapping	mapping	NOUN
ajgt-4122	261	14	:	:	PUNCT
ajgt-4122	261	15	a	a	DET
ajgt-4122	261	16	comparison	comparison	NOUN
ajgt-4122	261	17	between	between	ADP
ajgt-4122	261	18	support	support	NOUN
ajgt-4122	261	19	vector	vector	NOUN
ajgt-4122	261	20	machine	machine	NOUN
ajgt-4122	261	21	(	(	PUNCT
ajgt-4122	261	22	svm	svm	PROPN
ajgt-4122	261	23	)	)	PUNCT
ajgt-4122	261	24	,	,	PUNCT
ajgt-4122	261	25	logistic	logistic	ADJ
ajgt-4122	261	26	regression	regression	NOUN
ajgt-4122	261	27	(	(	PUNCT
ajgt-4122	261	28	lr	lr	NOUN
ajgt-4122	261	29	)	)	PUNCT
ajgt-4122	261	30	and	and	CCONJ
ajgt-4122	261	31	artificial	artificial	ADJ
ajgt-4122	261	32	neural	neural	ADJ
ajgt-4122	261	33	networks	network	NOUN
ajgt-4122	261	34	(	(	PUNCT
ajgt-4122	261	35	ann	ann	PROPN
ajgt-4122	261	36	)	)	PUNCT
ajgt-4122	261	37	.	.	PUNCT
ajgt-4122	262	1	geomatics	geomatics	PROPN
ajgt-4122	262	2	,	,	PUNCT
ajgt-4122	262	3	natural	natural	ADJ
ajgt-4122	262	4	hazards	hazard	NOUN
ajgt-4122	262	5	and	and	CCONJ
ajgt-4122	262	6	risk	risk	NOUN
ajgt-4122	262	7	,	,	PUNCT
ajgt-4122	262	8	9(1	9(1	NUM
ajgt-4122	262	9	)	)	PUNCT
ajgt-4122	262	10	,	,	PUNCT
ajgt-4122	262	11	49	49	NUM
ajgt-4122	262	12	-	-	SYM
ajgt-4122	262	13	69	69	NUM
ajgt-4122	262	14	.	.	PUNCT
ajgt-4122	263	1	karakas	karakas	PROPN
ajgt-4122	263	2	,	,	PUNCT
ajgt-4122	263	3	g.	g.	PROPN
ajgt-4122	263	4	,	,	PUNCT
ajgt-4122	263	5	kocaman	kocaman	NOUN
ajgt-4122	263	6	,	,	PUNCT
ajgt-4122	263	7	s.	s.	PROPN
ajgt-4122	263	8	,	,	PUNCT
ajgt-4122	263	9	&	&	CCONJ
ajgt-4122	263	10	gokceoglu	gokceoglu	PROPN
ajgt-4122	263	11	,	,	PUNCT
ajgt-4122	263	12	c.	c.	PROPN
ajgt-4122	263	13	(	(	PUNCT
ajgt-4122	263	14	2022	2022	NUM
ajgt-4122	263	15	)	)	PUNCT
ajgt-4122	263	16	.	.	PUNCT
ajgt-4122	264	1	comprehensive	comprehensive	ADJ
ajgt-4122	264	2	performance	performance	NOUN
ajgt-4122	264	3	assessment	assessment	NOUN
ajgt-4122	264	4	of	of	ADP
ajgt-4122	264	5	landslide	landslide	NOUN
ajgt-4122	264	6	susceptibility	susceptibility	NOUN
ajgt-4122	264	7	mapping	mapping	NOUN
ajgt-4122	264	8	with	with	ADP
ajgt-4122	264	9	mlp	mlp	NOUN
ajgt-4122	264	10	and	and	CCONJ
ajgt-4122	264	11	random	random	ADJ
ajgt-4122	264	12	forest	forest	NOUN
ajgt-4122	264	13	:	:	PUNCT
ajgt-4122	264	14	a	a	DET
ajgt-4122	264	15	case	case	NOUN
ajgt-4122	264	16	study	study	NOUN
ajgt-4122	264	17	after	after	ADP
ajgt-4122	264	18	elazig	elazig	PROPN
ajgt-4122	264	19	earthquake	earthquake	PROPN
ajgt-4122	264	20	(	(	PUNCT
ajgt-4122	264	21	24	24	NUM
ajgt-4122	264	22	jan	jan	PROPN
ajgt-4122	264	23	2020	2020	NUM
ajgt-4122	264	24	,	,	PUNCT
ajgt-4122	264	25	mw	mw	VERB
ajgt-4122	264	26	6.8	6.8	NUM
ajgt-4122	264	27	)	)	PUNCT
ajgt-4122	264	28	,	,	PUNCT
ajgt-4122	264	29	turkey	turkey	NOUN
ajgt-4122	264	30	.	.	PUNCT
ajgt-4122	265	1	environmental	environmental	ADJ
ajgt-4122	265	2	earth	earth	PROPN
ajgt-4122	265	3	sciences	sciences	PROPN
ajgt-4122	265	4	,	,	PUNCT
ajgt-4122	265	5	81(5	81(5	NOUN
ajgt-4122	265	6	)	)	PUNCT
ajgt-4122	265	7	,	,	PUNCT
ajgt-4122	265	8	144	144	NUM
ajgt-4122	265	9	.	.	PUNCT
ajgt-4122	266	1	kavzoglu	kavzoglu	PROPN
ajgt-4122	266	2	,	,	PUNCT
ajgt-4122	266	3	t.	t.	PROPN
ajgt-4122	266	4	,	,	PUNCT
ajgt-4122	266	5	&	&	CCONJ
ajgt-4122	266	6	teke	teke	PROPN
ajgt-4122	266	7	,	,	PUNCT
ajgt-4122	266	8	a.	a.	NOUN
ajgt-4122	266	9	(	(	PUNCT
ajgt-4122	266	10	2022	2022	NUM
ajgt-4122	266	11	)	)	PUNCT
ajgt-4122	266	12	.	.	PUNCT
ajgt-4122	267	1	predictive	predictive	ADJ
ajgt-4122	267	2	performances	performance	NOUN
ajgt-4122	267	3	of	of	ADP
ajgt-4122	267	4	ensemble	ensemble	ADJ
ajgt-4122	267	5	machine	machine	NOUN
ajgt-4122	267	6	learning	learn	VERB
ajgt-4122	267	7	algorithms	algorithm	NOUN
ajgt-4122	267	8	in	in	ADP
ajgt-4122	267	9	landslide	landslide	NOUN
ajgt-4122	267	10	susceptibility	susceptibility	NOUN
ajgt-4122	267	11	mapping	mapping	NOUN
ajgt-4122	267	12	using	use	VERB
ajgt-4122	267	13	random	random	ADJ
ajgt-4122	267	14	forest	forest	NOUN
ajgt-4122	267	15	,	,	PUNCT
ajgt-4122	267	16	extreme	extreme	ADJ
ajgt-4122	267	17	gradient	gradient	NOUN
ajgt-4122	267	18	boosting	boost	VERB
ajgt-4122	267	19	(	(	PUNCT
ajgt-4122	267	20	xgboost	xgboost	ADV
ajgt-4122	267	21	)	)	PUNCT
ajgt-4122	267	22	and	and	CCONJ
ajgt-4122	267	23	natural	natural	ADJ
ajgt-4122	267	24	gradient	gradient	NOUN
ajgt-4122	267	25	boosting	boost	VERB
ajgt-4122	267	26	(	(	PUNCT
ajgt-4122	267	27	ngboost	ngboost	NOUN
ajgt-4122	267	28	)	)	PUNCT
ajgt-4122	267	29	.	.	PUNCT
ajgt-4122	268	1	arabian	arabian	ADJ
ajgt-4122	268	2	journal	journal	PROPN
ajgt-4122	268	3	for	for	ADP
ajgt-4122	268	4	science	science	NOUN
ajgt-4122	268	5	and	and	CCONJ
ajgt-4122	268	6	engineering	engineering	NOUN
ajgt-4122	268	7	,	,	PUNCT
ajgt-4122	268	8	47(6	47(6	NUM
ajgt-4122	268	9	)	)	PUNCT
ajgt-4122	268	10	,	,	PUNCT
ajgt-4122	268	11	7367	7367	NUM
ajgt-4122	268	12	-	-	SYM
ajgt-4122	268	13	7385	7385	NUM
ajgt-4122	268	14	.	.	PUNCT
ajgt-4122	269	1	kavzoglu	kavzoglu	PROPN
ajgt-4122	269	2	,	,	PUNCT
ajgt-4122	269	3	t.	t.	PROPN
ajgt-4122	269	4	,	,	PUNCT
ajgt-4122	269	5	kutlug	kutlug	PROPN
ajgt-4122	269	6	sahin	sahin	PROPN
ajgt-4122	269	7	,	,	PUNCT
ajgt-4122	269	8	e.	e.	PROPN
ajgt-4122	269	9	,	,	PUNCT
ajgt-4122	269	10	&	&	CCONJ
ajgt-4122	269	11	colkesen	colkesen	PROPN
ajgt-4122	269	12	,	,	PUNCT
ajgt-4122	269	13	i.	i.	NOUN
ajgt-4122	269	14	(	(	PUNCT
ajgt-4122	269	15	2015	2015	NUM
ajgt-4122	269	16	)	)	PUNCT
ajgt-4122	269	17	.	.	PUNCT
ajgt-4122	270	1	an	an	DET
ajgt-4122	270	2	assessment	assessment	NOUN
ajgt-4122	270	3	of	of	ADP
ajgt-4122	270	4	multivariate	multivariate	NOUN
ajgt-4122	270	5	and	and	CCONJ
ajgt-4122	270	6	bivariate	bivariate	ADJ
ajgt-4122	270	7	approaches	approach	NOUN
ajgt-4122	270	8	in	in	ADP
ajgt-4122	270	9	landslide	landslide	NOUN
ajgt-4122	270	10	susceptibility	susceptibility	NOUN
ajgt-4122	270	11	mapping	mapping	NOUN
ajgt-4122	270	12	:	:	PUNCT
ajgt-4122	270	13	a	a	DET
ajgt-4122	270	14	case	case	NOUN
ajgt-4122	270	15	study	study	NOUN
ajgt-4122	270	16	of	of	ADP
ajgt-4122	270	17	duzkoy	duzkoy	ADJ
ajgt-4122	270	18	district	district	PROPN
ajgt-4122	270	19	.	.	PUNCT
ajgt-4122	271	1	natural	natural	ADJ
ajgt-4122	271	2	hazards	hazard	NOUN
ajgt-4122	271	3	,	,	PUNCT
ajgt-4122	271	4	76	76	NUM
ajgt-4122	271	5	,	,	PUNCT
ajgt-4122	271	6	471	471	NUM
ajgt-4122	271	7	-	-	SYM
ajgt-4122	271	8	496	496	NUM
ajgt-4122	271	9	.	.	PUNCT
ajgt-4122	272	1	kavzoglu	kavzoglu	PROPN
ajgt-4122	272	2	,	,	PUNCT
ajgt-4122	272	3	t.	t.	PROPN
ajgt-4122	272	4	,	,	PUNCT
ajgt-4122	272	5	sahin	sahin	PROPN
ajgt-4122	272	6	,	,	PUNCT
ajgt-4122	272	7	e.	e.	PROPN
ajgt-4122	272	8	k.	k.	PROPN
ajgt-4122	272	9	,	,	PUNCT
ajgt-4122	272	10	&	&	CCONJ
ajgt-4122	272	11	colkesen	colkesen	PROPN
ajgt-4122	272	12	,	,	PUNCT
ajgt-4122	272	13	i.	i.	NOUN
ajgt-4122	272	14	(	(	PUNCT
ajgt-4122	272	15	2014	2014	NUM
ajgt-4122	272	16	)	)	PUNCT
ajgt-4122	272	17	.	.	PUNCT
ajgt-4122	273	1	landslide	landslide	NOUN
ajgt-4122	273	2	susceptibility	susceptibility	NOUN
ajgt-4122	273	3	mapping	mapping	NOUN
ajgt-4122	273	4	using	use	VERB
ajgt-4122	273	5	gis	gis	NOUN
ajgt-4122	273	6	-	-	PUNCT
ajgt-4122	273	7	based	base	VERB
ajgt-4122	273	8	multi	multi	ADJ
ajgt-4122	273	9	-	-	ADJ
ajgt-4122	273	10	criteria	criterion	NOUN
ajgt-4122	273	11	decision	decision	NOUN
ajgt-4122	273	12	analysis	analysis	NOUN
ajgt-4122	273	13	,	,	PUNCT
ajgt-4122	273	14	support	support	NOUN
ajgt-4122	273	15	vector	vector	NOUN
ajgt-4122	273	16	machines	machine	NOUN
ajgt-4122	273	17	,	,	PUNCT
ajgt-4122	273	18	and	and	CCONJ
ajgt-4122	273	19	logistic	logistic	ADJ
ajgt-4122	273	20	regression	regression	NOUN
ajgt-4122	273	21	.	.	PUNCT
ajgt-4122	274	1	landslides	landslide	NOUN
ajgt-4122	274	2	,	,	PUNCT
ajgt-4122	274	3	11	11	NUM
ajgt-4122	274	4	,	,	PUNCT
ajgt-4122	274	5	425	425	NUM
ajgt-4122	274	6	-	-	SYM
ajgt-4122	274	7	439	439	NUM
ajgt-4122	274	8	.	.	PUNCT
ajgt-4122	275	1	kayastha	kayastha	PROPN
ajgt-4122	275	2	,	,	PUNCT
ajgt-4122	275	3	p.	p.	NOUN
ajgt-4122	275	4	,	,	PUNCT
ajgt-4122	275	5	dhital	dhital	PROPN
ajgt-4122	275	6	,	,	PUNCT
ajgt-4122	275	7	m.	m.	NOUN
ajgt-4122	275	8	r.	r.	PROPN
ajgt-4122	275	9	,	,	PUNCT
ajgt-4122	275	10	&	&	CCONJ
ajgt-4122	275	11	de	de	X
ajgt-4122	275	12	smedt	smedt	PROPN
ajgt-4122	275	13	,	,	PUNCT
ajgt-4122	275	14	f.	f.	PROPN
ajgt-4122	275	15	(	(	PUNCT
ajgt-4122	275	16	2013	2013	NUM
ajgt-4122	275	17	)	)	PUNCT
ajgt-4122	275	18	.	.	PUNCT
ajgt-4122	276	1	application	application	NOUN
ajgt-4122	276	2	of	of	ADP
ajgt-4122	276	3	the	the	DET
ajgt-4122	276	4	analytical	analytical	ADJ
ajgt-4122	276	5	hierarchy	hierarchy	NOUN
ajgt-4122	276	6	process	process	NOUN
ajgt-4122	276	7	(	(	PUNCT
ajgt-4122	276	8	ahp	ahp	NOUN
ajgt-4122	276	9	)	)	PUNCT
ajgt-4122	276	10	for	for	ADP
ajgt-4122	276	11	landslide	landslide	NOUN
ajgt-4122	276	12	susceptibility	susceptibility	NOUN
ajgt-4122	276	13	mapping	mapping	NOUN
ajgt-4122	276	14	:	:	PUNCT
ajgt-4122	276	15	a	a	DET
ajgt-4122	276	16	case	case	NOUN
ajgt-4122	276	17	study	study	NOUN
ajgt-4122	276	18	from	from	ADP
ajgt-4122	276	19	the	the	DET
ajgt-4122	276	20	tinau	tinau	NOUN
ajgt-4122	276	21	watershed	watershed	PROPN
ajgt-4122	276	22	,	,	PUNCT
ajgt-4122	276	23	west	west	PROPN
ajgt-4122	276	24	nepal	nepal	PROPN
ajgt-4122	276	25	.	.	PUNCT
ajgt-4122	277	1	computers	computer	NOUN
ajgt-4122	277	2	&	&	CCONJ
ajgt-4122	277	3	geosciences	geoscience	NOUN
ajgt-4122	277	4	,	,	PUNCT
ajgt-4122	277	5	52	52	NUM
ajgt-4122	277	6	,	,	PUNCT
ajgt-4122	277	7	398	398	NUM
ajgt-4122	277	8	-	-	SYM
ajgt-4122	277	9	408	408	NUM
ajgt-4122	277	10	.	.	PUNCT
ajgt-4122	278	1	khatun	khatun	PROPN
ajgt-4122	278	2	,	,	PUNCT
ajgt-4122	278	3	m.	m.	NOUN
ajgt-4122	278	4	,	,	PUNCT
ajgt-4122	278	5	hossain	hossain	PROPN
ajgt-4122	278	6	,	,	PUNCT
ajgt-4122	278	7	a.	a.	PROPN
ajgt-4122	278	8	s.	s.	PROPN
ajgt-4122	278	9	,	,	PUNCT
ajgt-4122	278	10	sayem	sayem	PROPN
ajgt-4122	278	11	,	,	PUNCT
ajgt-4122	278	12	h.	h.	PROPN
ajgt-4122	278	13	m.	m.	PROPN
ajgt-4122	278	14	,	,	PUNCT
ajgt-4122	278	15	moniruzzaman	moniruzzaman	NOUN
ajgt-4122	278	16	,	,	PUNCT
ajgt-4122	278	17	m.	m.	NOUN
ajgt-4122	278	18	,	,	PUNCT
ajgt-4122	278	19	ahmed	ahmed	PROPN
ajgt-4122	278	20	,	,	PUNCT
ajgt-4122	278	21	z.	z.	PROPN
ajgt-4122	278	22	,	,	PUNCT
ajgt-4122	278	23	&	&	CCONJ
ajgt-4122	278	24	rahaman	rahaman	PROPN
ajgt-4122	278	25	,	,	PUNCT
ajgt-4122	278	26	k.	k.	PROPN
ajgt-4122	278	27	r.	r.	PROPN
ajgt-4122	278	28	(	(	PUNCT
ajgt-4122	278	29	2023	2023	NUM
ajgt-4122	278	30	)	)	PUNCT
ajgt-4122	278	31	.	.	PUNCT
ajgt-4122	279	1	landslide	landslide	NOUN
ajgt-4122	279	2	susceptibility	susceptibility	NOUN
ajgt-4122	279	3	mapping	mapping	NOUN
ajgt-4122	279	4	using	use	VERB
ajgt-4122	279	5	weighted	weight	VERB
ajgt-4122	279	6	-	-	PUNCT
ajgt-4122	279	7	overlay	overlay	NOUN
ajgt-4122	279	8	approach	approach	NOUN
ajgt-4122	279	9	in	in	ADP
ajgt-4122	279	10	rangamati	rangamati	PROPN
ajgt-4122	279	11	,	,	PUNCT
ajgt-4122	279	12	bangladesh	bangladesh	PROPN
ajgt-4122	279	13	.	.	PUNCT
ajgt-4122	280	1	earth	earth	NOUN
ajgt-4122	280	2	systems	system	NOUN
ajgt-4122	280	3	and	and	CCONJ
ajgt-4122	280	4	environment	environment	NOUN
ajgt-4122	280	5	,	,	PUNCT
ajgt-4122	280	6	7(1	7(1	NUM
ajgt-4122	280	7	)	)	PUNCT
ajgt-4122	280	8	,	,	PUNCT
ajgt-4122	280	9	223	223	NUM
ajgt-4122	280	10	-	-	SYM
ajgt-4122	280	11	235	235	NUM
ajgt-4122	280	12	.	.	PUNCT
ajgt-4122	281	1	lee	lee	PROPN
ajgt-4122	281	2	,	,	PUNCT
ajgt-4122	281	3	s.	s.	PROPN
ajgt-4122	281	4	,	,	PUNCT
ajgt-4122	281	5	&	&	CCONJ
ajgt-4122	281	6	choi	choi	PROPN
ajgt-4122	281	7	,	,	PUNCT
ajgt-4122	281	8	j.	j.	PROPN
ajgt-4122	281	9	(	(	PUNCT
ajgt-4122	281	10	2004	2004	NUM
ajgt-4122	281	11	)	)	PUNCT
ajgt-4122	281	12	.	.	PUNCT
ajgt-4122	282	1	landslide	landslide	NOUN
ajgt-4122	282	2	susceptibility	susceptibility	NOUN
ajgt-4122	282	3	mapping	mapping	NOUN
ajgt-4122	282	4	using	use	VERB
ajgt-4122	282	5	gis	gis	PROPN
ajgt-4122	282	6	and	and	CCONJ
ajgt-4122	282	7	the	the	DET
ajgt-4122	282	8	weight	weight	NOUN
ajgt-4122	282	9	-	-	PUNCT
ajgt-4122	282	10	of	of	ADP
ajgt-4122	282	11	-	-	PUNCT
ajgt-4122	282	12	evidence	evidence	NOUN
ajgt-4122	282	13	model	model	NOUN
ajgt-4122	282	14	.	.	PUNCT
ajgt-4122	283	1	international	international	ADJ
ajgt-4122	283	2	journal	journal	NOUN
ajgt-4122	283	3	of	of	ADP
ajgt-4122	283	4	geographical	geographical	ADJ
ajgt-4122	283	5	information	information	NOUN
ajgt-4122	283	6	science	science	NOUN
ajgt-4122	283	7	,	,	PUNCT
ajgt-4122	283	8	18(8	18(8	NUM
ajgt-4122	283	9	)	)	PUNCT
ajgt-4122	283	10	,	,	PUNCT
ajgt-4122	283	11	789	789	NUM
ajgt-4122	283	12	-	-	SYM
ajgt-4122	283	13	814	814	NUM
ajgt-4122	283	14	.	.	PUNCT
ajgt-4122	284	1	mondal	mondal	PROPN
ajgt-4122	284	2	,	,	PUNCT
ajgt-4122	284	3	s.	s.	PROPN
ajgt-4122	284	4	,	,	PUNCT
ajgt-4122	284	5	&	&	CCONJ
ajgt-4122	284	6	maiti	maiti	PROPN
ajgt-4122	284	7	,	,	PUNCT
ajgt-4122	284	8	r.	r.	PROPN
ajgt-4122	284	9	(	(	PUNCT
ajgt-4122	284	10	2013	2013	NUM
ajgt-4122	284	11	)	)	PUNCT
ajgt-4122	284	12	.	.	PUNCT
ajgt-4122	285	1	integrating	integrate	VERB
ajgt-4122	285	2	the	the	DET
ajgt-4122	285	3	analytical	analytical	ADJ
ajgt-4122	285	4	hierarchy	hierarchy	NOUN
ajgt-4122	285	5	process	process	NOUN
ajgt-4122	285	6	(	(	PUNCT
ajgt-4122	285	7	ahp	ahp	NOUN
ajgt-4122	285	8	)	)	PUNCT
ajgt-4122	285	9	and	and	CCONJ
ajgt-4122	285	10	the	the	DET
ajgt-4122	285	11	frequency	frequency	NOUN
ajgt-4122	285	12	ratio	ratio	NOUN
ajgt-4122	285	13	(	(	PUNCT
ajgt-4122	285	14	fr	fr	NOUN
ajgt-4122	285	15	)	)	PUNCT
ajgt-4122	285	16	model	model	NOUN
ajgt-4122	285	17	in	in	ADP
ajgt-4122	285	18	landslide	landslide	NOUN
ajgt-4122	285	19	susceptibility	susceptibility	NOUN
ajgt-4122	285	20	mapping	mapping	NOUN
ajgt-4122	285	21	of	of	ADP
ajgt-4122	285	22	shivkhola	shivkhola	PROPN
ajgt-4122	285	23	watershed	watershed	PROPN
ajgt-4122	285	24	,	,	PUNCT
ajgt-4122	285	25	darjeeling	darjeele	VERB
ajgt-4122	285	26	himalaya	himalaya	PROPN
ajgt-4122	285	27	.	.	PUNCT
ajgt-4122	286	1	international	international	ADJ
ajgt-4122	286	2	journal	journal	PROPN
ajgt-4122	286	3	of	of	ADP
ajgt-4122	286	4	disaster	disaster	NOUN
ajgt-4122	286	5	risk	risk	NOUN
ajgt-4122	286	6	science	science	NOUN
ajgt-4122	286	7	,	,	PUNCT
ajgt-4122	286	8	4	4	NUM
ajgt-4122	286	9	,	,	PUNCT
ajgt-4122	286	10	200	200	NUM
ajgt-4122	286	11	-	-	SYM
ajgt-4122	286	12	212	212	NUM
ajgt-4122	286	13	.	.	PUNCT
ajgt-4122	287	1	park	park	NOUN
ajgt-4122	287	2	,	,	PUNCT
ajgt-4122	287	3	s.	s.	PROPN
ajgt-4122	287	4	,	,	PUNCT
ajgt-4122	287	5	&	&	CCONJ
ajgt-4122	287	6	kim	kim	PROPN
ajgt-4122	287	7	,	,	PUNCT
ajgt-4122	287	8	j.	j.	PROPN
ajgt-4122	287	9	(	(	PUNCT
ajgt-4122	287	10	2019	2019	NUM
ajgt-4122	287	11	)	)	PUNCT
ajgt-4122	287	12	.	.	PUNCT
ajgt-4122	288	1	landslide	landslide	NOUN
ajgt-4122	288	2	susceptibility	susceptibility	NOUN
ajgt-4122	288	3	mapping	mapping	NOUN
ajgt-4122	288	4	based	base	VERB
ajgt-4122	288	5	on	on	ADP
ajgt-4122	288	6	random	random	ADJ
ajgt-4122	288	7	forest	forest	NOUN
ajgt-4122	288	8	and	and	CCONJ
ajgt-4122	288	9	boosted	boost	VERB
ajgt-4122	288	10	regression	regression	NOUN
ajgt-4122	288	11	tree	tree	NOUN
ajgt-4122	288	12	models	model	NOUN
ajgt-4122	288	13	,	,	PUNCT
ajgt-4122	288	14	and	and	CCONJ
ajgt-4122	288	15	a	a	DET
ajgt-4122	288	16	comparison	comparison	NOUN
ajgt-4122	288	17	of	of	ADP
ajgt-4122	288	18	their	their	PRON
ajgt-4122	288	19	performance	performance	NOUN
ajgt-4122	288	20	.	.	PUNCT
ajgt-4122	289	1	applied	apply	VERB
ajgt-4122	289	2	sciences	science	NOUN
ajgt-4122	289	3	,	,	PUNCT
ajgt-4122	289	4	9(5	9(5	NUM
ajgt-4122	289	5	)	)	PUNCT
ajgt-4122	289	6	,	,	PUNCT
ajgt-4122	289	7	942	942	NUM
ajgt-4122	289	8	.	.	PUNCT
ajgt-4122	290	1	park	park	PROPN
ajgt-4122	290	2	,	,	PUNCT
ajgt-4122	290	3	s.	s.	PROPN
ajgt-4122	290	4	,	,	PUNCT
ajgt-4122	290	5	choi	choi	NOUN
ajgt-4122	290	6	,	,	PUNCT
ajgt-4122	290	7	c.	c.	PROPN
ajgt-4122	290	8	,	,	PUNCT
ajgt-4122	290	9	kim	kim	PROPN
ajgt-4122	290	10	,	,	PUNCT
ajgt-4122	290	11	b.	b.	PROPN
ajgt-4122	290	12	,	,	PUNCT
ajgt-4122	290	13	&	&	CCONJ
ajgt-4122	290	14	kim	kim	PROPN
ajgt-4122	290	15	,	,	PUNCT
ajgt-4122	290	16	j.	j.	PROPN
ajgt-4122	290	17	(	(	PUNCT
ajgt-4122	290	18	2013	2013	NUM
ajgt-4122	290	19	)	)	PUNCT
ajgt-4122	290	20	.	.	PUNCT
ajgt-4122	291	1	landslide	landslide	NOUN
ajgt-4122	291	2	susceptibility	susceptibility	NOUN
ajgt-4122	291	3	mapping	mapping	NOUN
ajgt-4122	291	4	using	use	VERB
ajgt-4122	291	5	frequency	frequency	NOUN
ajgt-4122	291	6	ratio	ratio	NOUN
ajgt-4122	291	7	,	,	PUNCT
ajgt-4122	291	8	analytic	analytic	ADJ
ajgt-4122	291	9	hierarchy	hierarchy	NOUN
ajgt-4122	291	10	process	process	NOUN
ajgt-4122	291	11	,	,	PUNCT
ajgt-4122	291	12	logistic	logistic	ADJ
ajgt-4122	291	13	regression	regression	NOUN
ajgt-4122	291	14	,	,	PUNCT
ajgt-4122	291	15	and	and	CCONJ
ajgt-4122	291	16	artificial	artificial	ADJ
ajgt-4122	291	17	neural	neural	ADJ
ajgt-4122	291	18	network	network	NOUN
ajgt-4122	291	19	methods	method	NOUN
ajgt-4122	291	20	at	at	ADP
ajgt-4122	291	21	the	the	DET
ajgt-4122	291	22	inje	inje	PROPN
ajgt-4122	291	23	area	area	NOUN
ajgt-4122	291	24	,	,	PUNCT
ajgt-4122	291	25	korea	korea	PROPN
ajgt-4122	291	26	.	.	PUNCT
ajgt-4122	292	1	environmental	environmental	ADJ
ajgt-4122	292	2	earth	earth	PROPN
ajgt-4122	292	3	sciences	sciences	PROPN
ajgt-4122	292	4	,	,	PUNCT
ajgt-4122	292	5	68(5	68(5	NUM
ajgt-4122	292	6	)	)	PUNCT
ajgt-4122	292	7	,	,	PUNCT
ajgt-4122	292	8	1443	1443	NUM
ajgt-4122	292	9	-	-	SYM
ajgt-4122	292	10	1464	1464	NUM
ajgt-4122	292	11	.	.	PUNCT
ajgt-4122	293	1	peethambaran	peethambaran	PROPN
ajgt-4122	293	2	,	,	PUNCT
ajgt-4122	293	3	b.	b.	PROPN
ajgt-4122	293	4	,	,	PUNCT
ajgt-4122	293	5	anbalagan	anbalagan	PROPN
ajgt-4122	293	6	,	,	PUNCT
ajgt-4122	293	7	r.	r.	PROPN
ajgt-4122	293	8	,	,	PUNCT
ajgt-4122	293	9	kanungo	kanungo	PROPN
ajgt-4122	293	10	,	,	PUNCT
ajgt-4122	293	11	d.	d.	PROPN
ajgt-4122	293	12	p.	p.	PROPN
ajgt-4122	293	13	,	,	PUNCT
ajgt-4122	293	14	goswami	goswami	PROPN
ajgt-4122	293	15	,	,	PUNCT
ajgt-4122	293	16	a.	a.	PROPN
ajgt-4122	293	17	,	,	PUNCT
ajgt-4122	293	18	&	&	CCONJ
ajgt-4122	293	19	shihabudheen	shihabudheen	PROPN
ajgt-4122	293	20	,	,	PUNCT
ajgt-4122	293	21	k.	k.	PROPN
ajgt-4122	294	1	v.	v.	PROPN
ajgt-4122	294	2	(	(	PUNCT
ajgt-4122	294	3	2020	2020	NUM
ajgt-4122	294	4	)	)	PUNCT
ajgt-4122	294	5	.	.	PUNCT
ajgt-4122	295	1	a	a	DET
ajgt-4122	295	2	comparative	comparative	ADJ
ajgt-4122	295	3	evaluation	evaluation	NOUN
ajgt-4122	295	4	of	of	ADP
ajgt-4122	295	5	supervised	supervised	ADJ
ajgt-4122	295	6	machine	machine	NOUN
ajgt-4122	295	7	learning	learn	VERB
ajgt-4122	295	8	algorithms	algorithm	NOUN
ajgt-4122	295	9	for	for	ADP
ajgt-4122	295	10	township	township	NOUN
ajgt-4122	295	11	level	level	NOUN
ajgt-4122	295	12	landslide	landslide	NOUN
ajgt-4122	295	13	susceptibility	susceptibility	NOUN
ajgt-4122	295	14	zonation	zonation	NOUN
ajgt-4122	295	15	in	in	ADP
ajgt-4122	295	16	parts	part	NOUN
ajgt-4122	295	17	of	of	ADP
ajgt-4122	295	18	indian	indian	ADJ
ajgt-4122	295	19	himalayas	himalayas	PROPN
ajgt-4122	295	20	.	.	PUNCT
ajgt-4122	296	1	catena	catena	PROPN
ajgt-4122	296	2	,	,	PUNCT
ajgt-4122	296	3	195	195	NUM
ajgt-4122	296	4	,	,	PUNCT
ajgt-4122	296	5	104751	104751	NUM
ajgt-4122	296	6	.	.	PUNCT
ajgt-4122	297	1	pham	pham	PROPN
ajgt-4122	297	2	,	,	PUNCT
ajgt-4122	297	3	b.	b.	PROPN
ajgt-4122	297	4	t.	t.	PROPN
ajgt-4122	297	5	,	,	PUNCT
ajgt-4122	297	6	bui	bui	PROPN
ajgt-4122	297	7	,	,	PUNCT
ajgt-4122	297	8	d.	d.	PROPN
ajgt-4122	297	9	t.	t.	PROPN
ajgt-4122	297	10	,	,	PUNCT
ajgt-4122	297	11	dholakia	dholakia	NOUN
ajgt-4122	297	12	,	,	PUNCT
ajgt-4122	297	13	m.	m.	PROPN
ajgt-4122	297	14	b.	b.	PROPN
ajgt-4122	297	15	,	,	PUNCT
ajgt-4122	297	16	prakash	prakash	PROPN
ajgt-4122	297	17	,	,	PUNCT
ajgt-4122	297	18	i.	i.	PROPN
ajgt-4122	297	19	,	,	PUNCT
ajgt-4122	297	20	pham	pham	PROPN
ajgt-4122	297	21	,	,	PUNCT
ajgt-4122	297	22	h.	h.	PROPN
ajgt-4122	297	23	v.	v.	PROPN
ajgt-4122	297	24	,	,	PUNCT
ajgt-4122	297	25	mehmood	mehmood	PROPN
ajgt-4122	297	26	,	,	PUNCT
ajgt-4122	297	27	k.	k.	PROPN
ajgt-4122	297	28	,	,	PUNCT
ajgt-4122	297	29	&	&	CCONJ
ajgt-4122	297	30	le	le	PROPN
ajgt-4122	297	31	,	,	PUNCT
ajgt-4122	297	32	h.	h.	PROPN
ajgt-4122	297	33	q.	q.	PROPN
ajgt-4122	297	34	(	(	PUNCT
ajgt-4122	297	35	2017	2017	NUM
ajgt-4122	297	36	)	)	PUNCT
ajgt-4122	297	37	.	.	PUNCT
ajgt-4122	298	1	a	a	DET
ajgt-4122	298	2	novel	novel	ADJ
ajgt-4122	298	3	ensemble	ensemble	ADJ
ajgt-4122	298	4	classifier	classifier	NOUN
ajgt-4122	298	5	of	of	ADP
ajgt-4122	298	6	rotation	rotation	NOUN
ajgt-4122	298	7	forest	forest	NOUN
ajgt-4122	298	8	and	and	CCONJ
ajgt-4122	298	9	naïve	naïve	ADJ
ajgt-4122	298	10	bayer	bayer	NOUN
ajgt-4122	298	11	for	for	ADP
ajgt-4122	298	12	landslide	landslide	NOUN
ajgt-4122	298	13	susceptibility	susceptibility	NOUN
ajgt-4122	298	14	assessment	assessment	NOUN
ajgt-4122	298	15	at	at	ADP
ajgt-4122	298	16	the	the	DET
ajgt-4122	298	17	luc	luc	PROPN
ajgt-4122	298	18	yen	yen	PROPN
ajgt-4122	298	19	district	district	PROPN
ajgt-4122	298	20	,	,	PUNCT
ajgt-4122	298	21	yen	yen	PROPN
ajgt-4122	298	22	bai	bai	PROPN
ajgt-4122	298	23	province	province	PROPN
ajgt-4122	298	24	(	(	PUNCT
ajgt-4122	298	25	viet	viet	PROPN
ajgt-4122	298	26	nam	nam	PROPN
ajgt-4122	298	27	)	)	PUNCT
ajgt-4122	298	28	using	use	VERB
ajgt-4122	298	29	gis	gis	PROPN
ajgt-4122	298	30	.	.	PUNCT
ajgt-4122	299	1	geomatics	geomatics	PROPN
ajgt-4122	299	2	,	,	PUNCT
ajgt-4122	299	3	natural	natural	ADJ
ajgt-4122	299	4	hazards	hazard	NOUN
ajgt-4122	299	5	and	and	CCONJ
ajgt-4122	299	6	risk	risk	NOUN
ajgt-4122	299	7	,	,	PUNCT
ajgt-4122	299	8	8(2	8(2	NUM
ajgt-4122	299	9	)	)	PUNCT
ajgt-4122	299	10	,	,	PUNCT
ajgt-4122	299	11	649671	649671	NUM
ajgt-4122	299	12	.	.	PUNCT
ajgt-4122	300	1	pham	pham	PROPN
ajgt-4122	300	2	,	,	PUNCT
ajgt-4122	300	3	v.	v.	PROPN
ajgt-4122	300	4	d.	d.	PROPN
ajgt-4122	300	5	,	,	PUNCT
ajgt-4122	300	6	nguyen	nguyen	PROPN
ajgt-4122	300	7	,	,	PUNCT
ajgt-4122	300	8	q.	q.	PROPN
ajgt-4122	300	9	h.	h.	PROPN
ajgt-4122	300	10	,	,	PUNCT
ajgt-4122	300	11	nguyen	nguyen	PROPN
ajgt-4122	300	12	,	,	PUNCT
ajgt-4122	300	13	h.	h.	PROPN
ajgt-4122	300	14	d.	d.	PROPN
ajgt-4122	300	15	,	,	PUNCT
ajgt-4122	300	16	pham	pham	PROPN
ajgt-4122	300	17	,	,	PUNCT
ajgt-4122	300	18	v.	v.	ADP
ajgt-4122	300	19	m.	m.	NOUN
ajgt-4122	300	20	,	,	PUNCT
ajgt-4122	300	21	&	&	CCONJ
ajgt-4122	300	22	bui	bui	PROPN
ajgt-4122	300	23	,	,	PUNCT
ajgt-4122	300	24	q.	q.	PROPN
ajgt-4122	300	25	t.	t.	PROPN
ajgt-4122	300	26	(	(	PUNCT
ajgt-4122	300	27	2020	2020	NUM
ajgt-4122	300	28	)	)	PUNCT
ajgt-4122	300	29	.	.	PUNCT
ajgt-4122	301	1	convolutional	convolutional	ADJ
ajgt-4122	301	2	neural	neural	ADJ
ajgt-4122	301	3	network	network	NOUN
ajgt-4122	301	4	—	—	PUNCT
ajgt-4122	301	5	optimized	optimize	VERB
ajgt-4122	301	6	moth	moth	NOUN
ajgt-4122	301	7	flame	flame	NOUN
ajgt-4122	301	8	algorithm	algorithm	NOUN
ajgt-4122	301	9	for	for	ADP
ajgt-4122	301	10	shallow	shallow	ADJ
ajgt-4122	301	11	landslide	landslide	NOUN
ajgt-4122	301	12	susceptible	susceptible	ADJ
ajgt-4122	301	13	analysis	analysis	NOUN
ajgt-4122	301	14	.	.	PUNCT
ajgt-4122	302	1	ieee	ieee	NOUN
ajgt-4122	302	2	access	access	NOUN
ajgt-4122	302	3	,	,	PUNCT
ajgt-4122	302	4	8	8	NUM
ajgt-4122	302	5	,	,	PUNCT
ajgt-4122	302	6	32727	32727	NUM
ajgt-4122	302	7	-	-	SYM
ajgt-4122	302	8	32736	32736	NUM
ajgt-4122	302	9	.	.	PUNCT
ajgt-4122	303	1	ramana	ramana	PROPN
ajgt-4122	303	2	murty	murty	PROPN
ajgt-4122	303	3	,	,	PUNCT
ajgt-4122	303	4	m.	m.	NOUN
ajgt-4122	303	5	v.	v.	PROPN
ajgt-4122	303	6	,	,	PUNCT
ajgt-4122	303	7	ravi	ravi	PROPN
ajgt-4122	303	8	kumar	kumar	PROPN
ajgt-4122	303	9	,	,	PUNCT
ajgt-4122	303	10	c.	c.	PROPN
ajgt-4122	303	11	,	,	PUNCT
ajgt-4122	303	12	srinivasu	srinivasu	PROPN
ajgt-4122	303	13	,	,	PUNCT
ajgt-4122	303	14	k.	k.	PROPN
ajgt-4122	303	15	,	,	PUNCT
ajgt-4122	303	16	kannan	kannan	PROPN
ajgt-4122	303	17	,	,	PUNCT
ajgt-4122	303	18	r.	r.	PROPN
ajgt-4122	303	19	,	,	PUNCT
ajgt-4122	303	20	&	&	CCONJ
ajgt-4122	303	21	sundar	sundar	PROPN
ajgt-4122	303	22	,	,	PUNCT
ajgt-4122	303	23	b.	b.	PROPN
ajgt-4122	303	24	(	(	PUNCT
ajgt-4122	303	25	2023	2023	NUM
ajgt-4122	303	26	)	)	PUNCT
ajgt-4122	303	27	.	.	PUNCT
ajgt-4122	304	1	monitoring	monitoring	NOUN
ajgt-4122	304	2	of	of	ADP
ajgt-4122	304	3	coastal	coastal	ADJ
ajgt-4122	304	4	geo	geo	PROPN
ajgt-4122	304	5	-	-	PUNCT
ajgt-4122	304	6	environment	environment	NOUN
ajgt-4122	304	7	for	for	ADP
ajgt-4122	304	8	hazard	hazard	NOUN
ajgt-4122	304	9	mitigation	mitigation	NOUN
ajgt-4122	304	10	:	:	PUNCT
ajgt-4122	304	11	a	a	DET
ajgt-4122	304	12	case	case	NOUN
ajgt-4122	304	13	study	study	NOUN
ajgt-4122	304	14	of	of	ADP
ajgt-4122	304	15	machilipatnam	machilipatnam	PROPN
ajgt-4122	304	16	region	region	PROPN
ajgt-4122	304	17	,	,	PUNCT
ajgt-4122	304	18	andhra	andhra	PROPN
ajgt-4122	304	19	pradesh	pradesh	PROPN
ajgt-4122	304	20	,	,	PUNCT
ajgt-4122	304	21	india	india	PROPN
ajgt-4122	304	22	.	.	PUNCT
ajgt-4122	305	1	american	american	PROPN
ajgt-4122	305	2	journal	journal	PROPN
ajgt-4122	305	3	of	of	ADP
ajgt-4122	305	4	geospatial	geospatial	PROPN
ajgt-4122	305	5	technology	technology	NOUN
ajgt-4122	305	6	,	,	PUNCT
ajgt-4122	305	7	1(2	1(2	NUM
ajgt-4122	305	8	)	)	PUNCT
ajgt-4122	305	9	,	,	PUNCT
ajgt-4122	305	10	27–38	27–38	NUM
ajgt-4122	305	11	.	.	PUNCT
ajgt-4122	306	1	https://doi.org/10.54536/ajgt.v1i2.1381	https://doi.org/10.54536/ajgt.v1i2.1381	PROPN
ajgt-4122	306	2	regmi	regmi	PROPN
ajgt-4122	306	3	,	,	PUNCT
ajgt-4122	306	4	a.	a.	PROPN
ajgt-4122	306	5	d.	d.	PROPN
ajgt-4122	306	6	,	,	PUNCT
ajgt-4122	306	7	yoshida	yoshida	PROPN
ajgt-4122	306	8	,	,	PUNCT
ajgt-4122	306	9	k.	k.	PROPN
ajgt-4122	306	10	,	,	PUNCT
ajgt-4122	306	11	pourghasemi	pourghasemi	PROPN
ajgt-4122	306	12	,	,	PUNCT
ajgt-4122	306	13	h.	h.	PROPN
ajgt-4122	306	14	r.	r.	PROPN
ajgt-4122	306	15	,	,	PUNCT
ajgt-4122	306	16	dhital	dhital	PROPN
ajgt-4122	306	17	,	,	PUNCT
ajgt-4122	306	18	m.	m.	NOUN
ajgt-4122	306	19	r.	r.	PROPN
ajgt-4122	306	20	,	,	PUNCT
ajgt-4122	306	21	&	&	CCONJ
ajgt-4122	306	22	pradhan	pradhan	PROPN
ajgt-4122	306	23	,	,	PUNCT
ajgt-4122	306	24	b.	b.	PROPN
ajgt-4122	306	25	(	(	PUNCT
ajgt-4122	306	26	2014	2014	NUM
ajgt-4122	306	27	)	)	PUNCT
ajgt-4122	306	28	.	.	PUNCT
ajgt-4122	307	1	landslide	landslide	NOUN
ajgt-4122	307	2	susceptibility	susceptibility	NOUN
ajgt-4122	307	3	mapping	mapping	NOUN
ajgt-4122	307	4	along	along	ADP
ajgt-4122	307	5	bhalubang	bhalubang	PROPN
ajgt-4122	307	6	—	—	PUNCT
ajgt-4122	307	7	shiwapur	shiwapur	PROPN
ajgt-4122	307	8	area	area	NOUN
ajgt-4122	307	9	of	of	ADP
ajgt-4122	307	10	midwestern	midwestern	ADJ
ajgt-4122	307	11	nepal	nepal	ADJ
ajgt-4122	307	12	using	use	VERB
ajgt-4122	307	13	frequency	frequency	NOUN
ajgt-4122	307	14	ratio	ratio	NOUN
ajgt-4122	307	15	and	and	CCONJ
ajgt-4122	307	16	conditional	conditional	ADJ
ajgt-4122	307	17	probability	probability	NOUN
ajgt-4122	307	18	models	model	NOUN
ajgt-4122	307	19	.	.	PUNCT
ajgt-4122	308	1	journal	journal	NOUN
ajgt-4122	308	2	of	of	ADP
ajgt-4122	308	3	mountain	mountain	NOUN
ajgt-4122	308	4	science	science	NOUN
ajgt-4122	308	5	,	,	PUNCT
ajgt-4122	308	6	11	11	NUM
ajgt-4122	308	7	,	,	PUNCT
ajgt-4122	308	8	1266	1266	NUM
ajgt-4122	308	9	-	-	SYM
ajgt-4122	308	10	1285	1285	NUM
ajgt-4122	308	11	.	.	PUNCT
ajgt-4122	309	1	tang	tang	PROPN
ajgt-4122	309	2	,	,	PUNCT
ajgt-4122	309	3	r.	r.	PROPN
ajgt-4122	309	4	x.	x.	PROPN
ajgt-4122	309	5	,	,	PUNCT
ajgt-4122	309	6	yan	yan	PROPN
ajgt-4122	309	7	,	,	PUNCT
ajgt-4122	309	8	e.	e.	PROPN
ajgt-4122	309	9	c.	c.	PROPN
ajgt-4122	309	10	,	,	PUNCT
ajgt-4122	309	11	wen	wen	PROPN
ajgt-4122	309	12	,	,	PUNCT
ajgt-4122	309	13	t.	t.	PROPN
ajgt-4122	309	14	,	,	PUNCT
ajgt-4122	309	15	yin	yin	PROPN
ajgt-4122	309	16	,	,	PUNCT
ajgt-4122	309	17	x.	x.	NOUN
ajgt-4122	309	18	m.	m.	NOUN
ajgt-4122	309	19	,	,	PUNCT
ajgt-4122	309	20	&	&	CCONJ
ajgt-4122	309	21	tang	tang	PROPN
ajgt-4122	309	22	,	,	PUNCT
ajgt-4122	309	23	w.	w.	NOUN
ajgt-4122	309	24	(	(	PUNCT
ajgt-4122	309	25	2021	2021	NUM
ajgt-4122	309	26	)	)	PUNCT
ajgt-4122	309	27	.	.	PUNCT
ajgt-4122	310	1	comparison	comparison	NOUN
ajgt-4122	310	2	of	of	ADP
ajgt-4122	310	3	logistic	logistic	ADJ
ajgt-4122	310	4	regression	regression	NOUN
ajgt-4122	310	5	,	,	PUNCT
ajgt-4122	310	6	information	information	NOUN
ajgt-4122	310	7	value	value	NOUN
ajgt-4122	310	8	,	,	PUNCT
ajgt-4122	310	9	and	and	CCONJ
ajgt-4122	310	10	comprehensive	comprehensive	ADJ
ajgt-4122	310	11	evaluating	evaluating	NOUN
ajgt-4122	310	12	model	model	NOUN
ajgt-4122	310	13	for	for	ADP
ajgt-4122	310	14	landslide	landslide	NOUN
ajgt-4122	310	15	susceptibility	susceptibility	NOUN
ajgt-4122	310	16	mapping	mapping	NOUN
ajgt-4122	310	17	.	.	PUNCT
ajgt-4122	311	1	sustainability	sustainability	NOUN
ajgt-4122	311	2	,	,	PUNCT
ajgt-4122	311	3	13(7	13(7	NUM
ajgt-4122	311	4	)	)	PUNCT
ajgt-4122	311	5	,	,	PUNCT
ajgt-4122	311	6	3803	3803	NUM
ajgt-4122	311	7	.	.	PUNCT