id	sid	tid	token	lemma	pos
cet-13127	1	1	cet	cet	PROPN
cet-13127	1	2	vol	vol	NOUN
cet-13127	1	3	99	99	NUM
cet-13127	1	4	doi	doi	NOUN
cet-13127	1	5	:	:	PUNCT
cet-13127	1	6	10.3303	10.3303	NUM
cet-13127	1	7	/	/	SYM
cet-13127	1	8	cet2399049	cet2399049	PROPN
cet-13127	1	9	paper	paper	NOUN
cet-13127	1	10	received	receive	VERB
cet-13127	1	11	:	:	PUNCT
cet-13127	1	12	9	9	NUM
cet-13127	1	13	december	december	PROPN
cet-13127	1	14	2022	2022	NUM
cet-13127	1	15	;	;	PUNCT
cet-13127	1	16	revised	revise	VERB
cet-13127	1	17	:	:	PUNCT
cet-13127	1	18	3	3	NUM
cet-13127	1	19	march	march	NOUN
cet-13127	1	20	2023	2023	NUM
cet-13127	1	21	;	;	PUNCT
cet-13127	1	22	accepted	accept	VERB
cet-13127	1	23	:	:	PUNCT
cet-13127	1	24	30	30	NUM
cet-13127	1	25	april	april	PROPN
cet-13127	1	26	2023	2023	NUM
cet-13127	1	27	please	please	INTJ
cet-13127	1	28	cite	cite	VERB
cet-13127	1	29	this	this	DET
cet-13127	1	30	article	article	NOUN
cet-13127	1	31	as	as	ADP
cet-13127	1	32	:	:	PUNCT
cet-13127	1	33	vairo	vairo	PROPN
cet-13127	1	34	t.	t.	PROPN
cet-13127	1	35	,	,	PUNCT
cet-13127	1	36	magri	magri	PROPN
cet-13127	1	37	s.	s.	PROPN
cet-13127	1	38	,	,	PUNCT
cet-13127	1	39	mercurio	mercurio	PROPN
cet-13127	1	40	g.	g.	PROPN
cet-13127	1	41	,	,	PUNCT
cet-13127	1	42	pettinato	pettinato	NOUN
cet-13127	1	43	m.	m.	NOUN
cet-13127	1	44	,	,	PUNCT
cet-13127	1	45	bolla	bolla	PROPN
cet-13127	1	46	m.	m.	PROPN
cet-13127	1	47	,	,	PUNCT
cet-13127	1	48	fabiano	fabiano	PROPN
cet-13127	1	49	b.	b.	PROPN
cet-13127	1	50	,	,	PUNCT
cet-13127	1	51	2023	2023	NUM
cet-13127	1	52	,	,	PUNCT
cet-13127	1	53	a	a	DET
cet-13127	1	54	dynamic	dynamic	ADJ
cet-13127	1	55	approach	approach	NOUN
cet-13127	1	56	to	to	ADP
cet-13127	1	57	natech	natech	ADJ
cet-13127	1	58	risk	risk	NOUN
cet-13127	1	59	assessment	assessment	NOUN
cet-13127	1	60	applied	apply	VERB
cet-13127	1	61	to	to	ADP
cet-13127	1	62	an	an	DET
cet-13127	1	63	lpg	lpg	NOUN
cet-13127	1	64	storage	storage	NOUN
cet-13127	1	65	facility	facility	NOUN
cet-13127	1	66	in	in	ADP
cet-13127	1	67	a	a	DET
cet-13127	1	68	landslides	landslide	NOUN
cet-13127	1	69	sensitive	sensitive	ADJ
cet-13127	1	70	italian	italian	ADJ
cet-13127	1	71	area	area	NOUN
cet-13127	1	72	,	,	PUNCT
cet-13127	1	73	chemical	chemical	NOUN
cet-13127	1	74	engineering	engineering	NOUN
cet-13127	1	75	transactions	transaction	NOUN
cet-13127	1	76	,	,	PUNCT
cet-13127	1	77	99	99	NUM
cet-13127	1	78	,	,	PUNCT
cet-13127	1	79	289	289	NUM
cet-13127	1	80	-	-	SYM
cet-13127	1	81	294	294	NUM
cet-13127	1	82	doi:10.3303	doi:10.3303	NOUN
cet-13127	1	83	/	/	SYM
cet-13127	1	84	cet2399049	cet2399049	PROPN
cet-13127	1	85	chemical	chemical	PROPN
cet-13127	1	86	engineering	engineering	NOUN
cet-13127	1	87	transactions	transaction	NOUN
cet-13127	1	88	vol	vol	NOUN
cet-13127	1	89	.	.	PROPN
cet-13127	1	90	99	99	NUM
cet-13127	1	91	,	,	PUNCT
cet-13127	1	92	2023	2023	NUM
cet-13127	1	93	a	a	DET
cet-13127	1	94	publication	publication	NOUN
cet-13127	1	95	of	of	ADP
cet-13127	1	96	the	the	DET
cet-13127	1	97	italian	italian	ADJ
cet-13127	1	98	association	association	NOUN
cet-13127	1	99	of	of	ADP
cet-13127	1	100	chemical	chemical	PROPN
cet-13127	1	101	engineering	engineering	NOUN
cet-13127	1	102	online	online	ADV
cet-13127	1	103	at	at	ADP
cet-13127	1	104	www.cetjournal.it	www.cetjournal.it	PROPN
cet-13127	1	105	guest	guest	NOUN
cet-13127	1	106	editors	editor	NOUN
cet-13127	1	107	:	:	PUNCT
cet-13127	1	108	sauro	sauro	PROPN
cet-13127	1	109	pierucci	pierucci	PROPN
cet-13127	1	110	,	,	PUNCT
cet-13127	1	111	flavio	flavio	PROPN
cet-13127	1	112	manenti	manenti	VERB
cet-13127	1	113	copyright	copyright	NOUN
cet-13127	1	114	©	©	PROPN
cet-13127	1	115	2023	2023	NUM
cet-13127	1	116	,	,	PUNCT
cet-13127	1	117	aidic	aidic	ADJ
cet-13127	1	118	servizi	servizi	PROPN
cet-13127	1	119	s.r.l	s.r.l	PROPN
cet-13127	1	120	.	.	PUNCT
cet-13127	2	1	isbn	isbn	ADJ
cet-13127	2	2	978	978	NUM
cet-13127	2	3	-	-	SYM
cet-13127	2	4	88	88	NUM
cet-13127	2	5	-	-	PUNCT
cet-13127	2	6	95608	95608	NUM
cet-13127	2	7	-	-	PUNCT
cet-13127	2	8	98	98	NUM
cet-13127	2	9	-	-	SYM
cet-13127	2	10	3	3	NUM
cet-13127	2	11	;	;	PUNCT
cet-13127	2	12	issn	issn	PROPN
cet-13127	2	13	2283	2283	NUM
cet-13127	2	14	-	-	SYM
cet-13127	2	15	9216	9216	NUM
cet-13127	2	16	a	a	DET
cet-13127	2	17	dynamic	dynamic	ADJ
cet-13127	2	18	approach	approach	NOUN
cet-13127	2	19	to	to	ADP
cet-13127	2	20	natech	natech	ADJ
cet-13127	2	21	risk	risk	NOUN
cet-13127	2	22	assessment	assessment	NOUN
cet-13127	2	23	applied	apply	VERB
cet-13127	2	24	to	to	ADP
cet-13127	2	25	an	an	DET
cet-13127	2	26	lpg	lpg	NOUN
cet-13127	2	27	storage	storage	NOUN
cet-13127	2	28	facility	facility	NOUN
cet-13127	2	29	in	in	ADP
cet-13127	2	30	a	a	DET
cet-13127	2	31	landslides	landslide	NOUN
cet-13127	2	32	sensitive	sensitive	ADJ
cet-13127	2	33	italian	italian	ADJ
cet-13127	2	34	area	area	NOUN
cet-13127	2	35	tomaso	tomaso	NOUN
cet-13127	2	36	vairoa	vairoa	NOUN
cet-13127	2	37	,	,	PUNCT
cet-13127	2	38	b	b	X
cet-13127	2	39	*	*	PUNCT
cet-13127	2	40	,	,	PUNCT
cet-13127	2	41	stefania	stefania	PROPN
cet-13127	2	42	magrìa	magrìa	PROPN
cet-13127	2	43	,	,	PUNCT
cet-13127	2	44	c	c	PROPN
cet-13127	2	45	,	,	PUNCT
cet-13127	2	46	gabriele	gabriele	PROPN
cet-13127	2	47	mercuriob	mercuriob	PROPN
cet-13127	2	48	,	,	PUNCT
cet-13127	2	49	margherita	margherita	PROPN
cet-13127	2	50	pettinatoa	pettinatoa	PROPN
cet-13127	2	51	,	,	PUNCT
cet-13127	2	52	maria	maria	PROPN
cet-13127	2	53	bollaa	bollaa	PROPN
cet-13127	2	54	,	,	PUNCT
cet-13127	2	55	bruno	bruno	PROPN
cet-13127	2	56	fabianoa	fabianoa	VERB
cet-13127	2	57	a	a	DET
cet-13127	2	58	department	department	NOUN
cet-13127	2	59	of	of	ADP
cet-13127	2	60	civil	civil	ADJ
cet-13127	2	61	chemical	chemical	NOUN
cet-13127	2	62	and	and	CCONJ
cet-13127	2	63	environmental	environmental	ADJ
cet-13127	2	64	engineering	engineering	NOUN
cet-13127	2	65	,	,	PUNCT
cet-13127	2	66	via	via	ADP
cet-13127	2	67	opera	opera	NOUN
cet-13127	2	68	pia	pia	PROPN
cet-13127	2	69	15	15	NUM
cet-13127	2	70	,	,	PUNCT
cet-13127	2	71	16145	16145	NUM
cet-13127	2	72	,	,	PUNCT
cet-13127	2	73	university	university	NOUN
cet-13127	2	74	of	of	ADP
cet-13127	2	75	genoa	genoa	PROPN
cet-13127	2	76	,	,	PUNCT
cet-13127	2	77	italy	italy	PROPN
cet-13127	2	78	.	.	PUNCT
cet-13127	3	1	b	b	X
cet-13127	3	2	asl3	asl3	PROPN
cet-13127	3	3	,	,	PUNCT
cet-13127	3	4	workplace	workplace	NOUN
cet-13127	3	5	safety	safety	NOUN
cet-13127	3	6	and	and	CCONJ
cet-13127	3	7	prevention	prevention	NOUN
cet-13127	3	8	unit	unit	NOUN
cet-13127	3	9	(	(	PUNCT
cet-13127	3	10	s.c	s.c	PROPN
cet-13127	3	11	.	.	PROPN
cet-13127	3	12	psal	psal	PROPN
cet-13127	3	13	)	)	PUNCT
cet-13127	3	14	,	,	PUNCT
cet-13127	3	15	via	via	ADP
cet-13127	3	16	bertani	bertani	NOUN
cet-13127	3	17	4	4	NUM
cet-13127	3	18	,	,	PUNCT
cet-13127	3	19	16125	16125	NUM
cet-13127	3	20	,	,	PUNCT
cet-13127	3	21	genoa	genoa	PROPN
cet-13127	3	22	,	,	PUNCT
cet-13127	3	23	italy	italy	PROPN
cet-13127	3	24	.	.	PUNCT
cet-13127	4	1	c	c	PROPN
cet-13127	4	2	arpal	arpal	PROPN
cet-13127	4	3	(	(	PUNCT
cet-13127	4	4	ligurian	ligurian	ADJ
cet-13127	4	5	regional	regional	ADJ
cet-13127	4	6	environmental	environmental	PROPN
cet-13127	4	7	protection	protection	PROPN
cet-13127	4	8	agency	agency	PROPN
cet-13127	4	9	)	)	PUNCT
cet-13127	4	10	,	,	PUNCT
cet-13127	4	11	via	via	ADP
cet-13127	4	12	bombrini	bombrini	NOUN
cet-13127	4	13	8	8	NUM
cet-13127	4	14	,	,	PUNCT
cet-13127	4	15	16149	16149	NUM
cet-13127	4	16	genova	genova	NUM
cet-13127	4	17	,	,	PUNCT
cet-13127	4	18	italy	italy	PROPN
cet-13127	4	19	.	.	PUNCT
cet-13127	5	1	tomvairo@gmail.com	tomvairo@gmail.com	X
cet-13127	6	1	due	due	ADP
cet-13127	6	2	to	to	ADP
cet-13127	6	3	the	the	DET
cet-13127	6	4	climate	climate	NOUN
cet-13127	6	5	change	change	NOUN
cet-13127	6	6	,	,	PUNCT
cet-13127	6	7	extreme	extreme	ADJ
cet-13127	6	8	weather	weather	NOUN
cet-13127	6	9	phenomena	phenomenon	NOUN
cet-13127	6	10	are	be	AUX
cet-13127	6	11	becoming	become	VERB
cet-13127	6	12	increasingly	increasingly	ADV
cet-13127	6	13	intense	intense	ADJ
cet-13127	6	14	and	and	CCONJ
cet-13127	6	15	occur	occur	VERB
cet-13127	6	16	with	with	ADP
cet-13127	6	17	higher	high	ADJ
cet-13127	6	18	frequencies	frequency	NOUN
cet-13127	6	19	,	,	PUNCT
cet-13127	6	20	even	even	ADV
cet-13127	6	21	in	in	ADP
cet-13127	6	22	unusual	unusual	ADJ
cet-13127	6	23	areas	area	NOUN
cet-13127	6	24	.	.	PUNCT
cet-13127	7	1	nevertheless	nevertheless	ADV
cet-13127	7	2	,	,	PUNCT
cet-13127	7	3	historical	historical	ADJ
cet-13127	7	4	data	datum	NOUN
cet-13127	7	5	showed	show	VERB
cet-13127	7	6	as	as	SCONJ
cet-13127	7	7	natech	natech	ADJ
cet-13127	7	8	accidents	accident	NOUN
cet-13127	7	9	can	can	AUX
cet-13127	7	10	be	be	AUX
cet-13127	7	11	triggered	trigger	VERB
cet-13127	7	12	not	not	PART
cet-13127	7	13	only	only	ADV
cet-13127	7	14	by	by	ADP
cet-13127	7	15	natural	natural	ADJ
cet-13127	7	16	disasters	disaster	NOUN
cet-13127	7	17	,	,	PUNCT
cet-13127	7	18	like	like	ADP
cet-13127	7	19	earthquakes	earthquake	NOUN
cet-13127	7	20	or	or	CCONJ
cet-13127	7	21	tornadoes	tornado	NOUN
cet-13127	7	22	,	,	PUNCT
cet-13127	7	23	but	but	CCONJ
cet-13127	7	24	even	even	ADV
cet-13127	7	25	by	by	ADP
cet-13127	7	26	natural	natural	ADJ
cet-13127	7	27	phenomena	phenomenon	NOUN
cet-13127	7	28	that	that	PRON
cet-13127	7	29	are	be	AUX
cet-13127	7	30	considered	consider	VERB
cet-13127	7	31	of	of	ADP
cet-13127	7	32	minor	minor	ADJ
cet-13127	7	33	importance	importance	NOUN
cet-13127	7	34	,	,	PUNCT
cet-13127	7	35	such	such	ADJ
cet-13127	7	36	as	as	ADP
cet-13127	7	37	rain	rain	NOUN
cet-13127	7	38	and	and	CCONJ
cet-13127	7	39	lightning	lightning	NOUN
cet-13127	7	40	.	.	PUNCT
cet-13127	8	1	only	only	ADV
cet-13127	8	2	recently	recently	ADV
cet-13127	8	3	,	,	PUNCT
cet-13127	8	4	the	the	DET
cet-13127	8	5	natech	natech	ADJ
cet-13127	8	6	issue	issue	NOUN
cet-13127	8	7	has	have	AUX
cet-13127	8	8	gained	gain	VERB
cet-13127	8	9	a	a	DET
cet-13127	8	10	great	great	ADJ
cet-13127	8	11	deal	deal	NOUN
cet-13127	8	12	of	of	ADP
cet-13127	8	13	attention	attention	NOUN
cet-13127	8	14	,	,	PUNCT
cet-13127	8	15	but	but	CCONJ
cet-13127	8	16	there	there	PRON
cet-13127	8	17	is	be	VERB
cet-13127	8	18	still	still	ADV
cet-13127	8	19	a	a	DET
cet-13127	8	20	lack	lack	NOUN
cet-13127	8	21	of	of	ADP
cet-13127	8	22	consolidated	consolidated	ADJ
cet-13127	8	23	natech	natech	ADJ
cet-13127	8	24	risk	risk	NOUN
cet-13127	8	25	-	-	PUNCT
cet-13127	8	26	analysis	analysis	NOUN
cet-13127	8	27	methodologies	methodology	NOUN
cet-13127	8	28	and	and	CCONJ
cet-13127	8	29	tools	tool	NOUN
cet-13127	8	30	.	.	PUNCT
cet-13127	9	1	the	the	DET
cet-13127	9	2	focus	focus	NOUN
cet-13127	9	3	of	of	ADP
cet-13127	9	4	this	this	DET
cet-13127	9	5	work	work	NOUN
cet-13127	9	6	is	be	AUX
cet-13127	9	7	to	to	PART
cet-13127	9	8	include	include	VERB
cet-13127	9	9	natural	natural	ADJ
cet-13127	9	10	hazards	hazard	NOUN
cet-13127	9	11	into	into	ADP
cet-13127	9	12	a	a	DET
cet-13127	9	13	dynamic	dynamic	ADJ
cet-13127	9	14	risk	risk	NOUN
cet-13127	9	15	assessment	assessment	NOUN
cet-13127	9	16	system	system	NOUN
cet-13127	9	17	beside	beside	ADP
cet-13127	9	18	the	the	DET
cet-13127	9	19	typical	typical	ADJ
cet-13127	9	20	parameters	parameter	NOUN
cet-13127	9	21	of	of	ADP
cet-13127	9	22	process	process	NOUN
cet-13127	9	23	risks	risk	NOUN
cet-13127	9	24	.	.	PUNCT
cet-13127	10	1	in	in	ADP
cet-13127	10	2	italy	italy	PROPN
cet-13127	10	3	,	,	PUNCT
cet-13127	10	4	rainfall	rainfall	NOUN
cet-13127	10	5	represents	represent	VERB
cet-13127	10	6	the	the	DET
cet-13127	10	7	most	most	ADV
cet-13127	10	8	common	common	ADJ
cet-13127	10	9	triggering	trigger	VERB
cet-13127	10	10	factor	factor	NOUN
cet-13127	10	11	for	for	ADP
cet-13127	10	12	landslides	landslide	NOUN
cet-13127	10	13	.	.	PUNCT
cet-13127	11	1	generally	generally	ADV
cet-13127	11	2	,	,	PUNCT
cet-13127	11	3	the	the	DET
cet-13127	11	4	determination	determination	NOUN
cet-13127	11	5	of	of	ADP
cet-13127	11	6	trigger	trigger	NOUN
cet-13127	11	7	and	and	CCONJ
cet-13127	11	8	propagation	propagation	NOUN
cet-13127	11	9	can	can	AUX
cet-13127	11	10	rely	rely	VERB
cet-13127	11	11	on	on	ADP
cet-13127	11	12	physically	physically	ADV
cet-13127	11	13	-	-	PUNCT
cet-13127	11	14	based	base	VERB
cet-13127	11	15	approaches	approach	NOUN
cet-13127	11	16	,	,	PUNCT
cet-13127	11	17	which	which	PRON
cet-13127	11	18	require	require	VERB
cet-13127	11	19	the	the	DET
cet-13127	11	20	calibration	calibration	NOUN
cet-13127	11	21	of	of	ADP
cet-13127	11	22	many	many	ADJ
cet-13127	11	23	parameters	parameter	NOUN
cet-13127	11	24	and	and	CCONJ
cet-13127	11	25	are	be	AUX
cet-13127	11	26	often	often	ADV
cet-13127	11	27	difficult	difficult	ADJ
cet-13127	11	28	to	to	PART
cet-13127	11	29	apply	apply	VERB
cet-13127	11	30	,	,	PUNCT
cet-13127	11	31	or	or	CCONJ
cet-13127	11	32	on	on	ADP
cet-13127	11	33	empirical	empirical	ADJ
cet-13127	11	34	correlations	correlation	NOUN
cet-13127	11	35	between	between	ADP
cet-13127	11	36	rainfall	rainfall	NOUN
cet-13127	11	37	and	and	CCONJ
cet-13127	11	38	landslide	landslide	NOUN
cet-13127	11	39	built	build	VERB
cet-13127	11	40	from	from	ADP
cet-13127	11	41	historical	historical	ADJ
cet-13127	11	42	data	datum	NOUN
cet-13127	11	43	.	.	PUNCT
cet-13127	12	1	on	on	ADP
cet-13127	12	2	the	the	DET
cet-13127	12	3	other	other	ADJ
cet-13127	12	4	hand	hand	NOUN
cet-13127	12	5	,	,	PUNCT
cet-13127	12	6	by	by	ADP
cet-13127	12	7	using	use	VERB
cet-13127	12	8	a	a	DET
cet-13127	12	9	data	data	NOUN
cet-13127	12	10	driven	drive	VERB
cet-13127	12	11	approach	approach	NOUN
cet-13127	12	12	,	,	PUNCT
cet-13127	12	13	available	available	ADJ
cet-13127	12	14	data	datum	NOUN
cet-13127	12	15	can	can	AUX
cet-13127	12	16	be	be	AUX
cet-13127	12	17	exploited	exploit	VERB
cet-13127	12	18	to	to	PART
cet-13127	12	19	define	define	VERB
cet-13127	12	20	the	the	DET
cet-13127	12	21	system	system	NOUN
cet-13127	12	22	state	state	NOUN
cet-13127	12	23	over	over	ADP
cet-13127	12	24	time	time	NOUN
cet-13127	12	25	,	,	PUNCT
cet-13127	12	26	anticipate	anticipate	VERB
cet-13127	12	27	the	the	DET
cet-13127	12	28	systems	system	NOUN
cet-13127	12	29	outcome	outcome	NOUN
cet-13127	12	30	,	,	PUNCT
cet-13127	12	31	support	support	NOUN
cet-13127	12	32	decisionmaking	decisionmaking	NOUN
cet-13127	12	33	,	,	PUNCT
cet-13127	12	34	and	and	CCONJ
cet-13127	12	35	adopt	adopt	VERB
cet-13127	12	36	the	the	DET
cet-13127	12	37	most	most	ADV
cet-13127	12	38	appropriate	appropriate	ADJ
cet-13127	12	39	adjustments	adjustment	NOUN
cet-13127	12	40	,	,	PUNCT
cet-13127	12	41	allowing	allow	VERB
cet-13127	12	42	to	to	PART
cet-13127	12	43	enhance	enhance	VERB
cet-13127	12	44	system	system	NOUN
cet-13127	12	45	resilience	resilience	NOUN
cet-13127	12	46	and	and	CCONJ
cet-13127	12	47	knowledge	knowledge	NOUN
cet-13127	12	48	.	.	PUNCT
cet-13127	13	1	the	the	DET
cet-13127	13	2	actual	actual	ADJ
cet-13127	13	3	capability	capability	NOUN
cet-13127	13	4	of	of	ADP
cet-13127	13	5	the	the	DET
cet-13127	13	6	proposed	propose	VERB
cet-13127	13	7	approach	approach	NOUN
cet-13127	13	8	was	be	AUX
cet-13127	13	9	evaluated	evaluate	VERB
cet-13127	13	10	on	on	ADP
cet-13127	13	11	a	a	DET
cet-13127	13	12	simple	simple	ADJ
cet-13127	13	13	case	case	NOUN
cet-13127	13	14	-	-	PUNCT
cet-13127	13	15	study	study	NOUN
cet-13127	13	16	represented	represent	VERB
cet-13127	13	17	by	by	ADP
cet-13127	13	18	an	an	DET
cet-13127	13	19	lpg	lpg	PROPN
cet-13127	13	20	storage	storage	NOUN
cet-13127	13	21	facility	facility	NOUN
cet-13127	13	22	located	locate	VERB
cet-13127	13	23	in	in	ADP
cet-13127	13	24	landslides	landslide	NOUN
cet-13127	13	25	sensitive	sensitive	ADJ
cet-13127	13	26	zone	zone	NOUN
cet-13127	13	27	of	of	ADP
cet-13127	13	28	liguria	liguria	PROPN
cet-13127	13	29	region	region	NOUN
cet-13127	13	30	.	.	PUNCT
cet-13127	14	1	1	1	X
cet-13127	14	2	.	.	X
cet-13127	14	3	introduction	introduction	NOUN
cet-13127	14	4	rainfall	rainfall	NOUN
cet-13127	14	5	-	-	PUNCT
cet-13127	14	6	induced	induce	VERB
cet-13127	14	7	shallow	shallow	ADJ
cet-13127	14	8	landslides	landslide	NOUN
cet-13127	14	9	,	,	PUNCT
cet-13127	14	10	also	also	ADV
cet-13127	14	11	known	know	VERB
cet-13127	14	12	as	as	ADP
cet-13127	14	13	soil	soil	NOUN
cet-13127	14	14	slips	slip	VERB
cet-13127	14	15	or	or	CCONJ
cet-13127	14	16	shallow	shallow	ADJ
cet-13127	14	17	landslides	landslide	NOUN
cet-13127	14	18	,	,	PUNCT
cet-13127	14	19	occur	occur	VERB
cet-13127	14	20	when	when	SCONJ
cet-13127	14	21	the	the	DET
cet-13127	14	22	soil	soil	NOUN
cet-13127	14	23	becomes	become	VERB
cet-13127	14	24	unstable	unstable	ADJ
cet-13127	14	25	after	after	ADP
cet-13127	14	26	intense	intense	ADJ
cet-13127	14	27	or	or	CCONJ
cet-13127	14	28	prolonged	prolonged	ADJ
cet-13127	14	29	rainfall	rainfall	NOUN
cet-13127	14	30	due	due	ADP
cet-13127	14	31	to	to	ADP
cet-13127	14	32	its	its	PRON
cet-13127	14	33	saturation	saturation	NOUN
cet-13127	14	34	with	with	ADP
cet-13127	14	35	water	water	NOUN
cet-13127	14	36	.	.	PUNCT
cet-13127	15	1	these	these	DET
cet-13127	15	2	phenomena	phenomenon	NOUN
cet-13127	15	3	are	be	AUX
cet-13127	15	4	generally	generally	ADV
cet-13127	15	5	dependent	dependent	ADJ
cet-13127	15	6	on	on	ADP
cet-13127	15	7	a	a	DET
cet-13127	15	8	variety	variety	NOUN
cet-13127	15	9	of	of	ADP
cet-13127	15	10	factors	factor	NOUN
cet-13127	15	11	,	,	PUNCT
cet-13127	15	12	including	include	VERB
cet-13127	15	13	the	the	DET
cet-13127	15	14	intensity	intensity	NOUN
cet-13127	15	15	and	and	CCONJ
cet-13127	15	16	duration	duration	NOUN
cet-13127	15	17	of	of	ADP
cet-13127	15	18	the	the	DET
cet-13127	15	19	rainfall	rainfall	NOUN
cet-13127	15	20	,	,	PUNCT
cet-13127	15	21	the	the	DET
cet-13127	15	22	type	type	NOUN
cet-13127	15	23	of	of	ADP
cet-13127	15	24	soil	soil	NOUN
cet-13127	15	25	,	,	PUNCT
cet-13127	15	26	the	the	DET
cet-13127	15	27	slope	slope	NOUN
cet-13127	15	28	of	of	ADP
cet-13127	15	29	the	the	DET
cet-13127	15	30	land	land	NOUN
cet-13127	15	31	,	,	PUNCT
cet-13127	15	32	and	and	CCONJ
cet-13127	15	33	the	the	DET
cet-13127	15	34	presence	presence	NOUN
cet-13127	15	35	of	of	ADP
cet-13127	15	36	vegetation	vegetation	NOUN
cet-13127	15	37	(	(	PUNCT
cet-13127	15	38	park	park	NOUN
cet-13127	15	39	et	et	PROPN
cet-13127	15	40	al	al	PROPN
cet-13127	15	41	.	.	PROPN
cet-13127	15	42	,	,	PUNCT
cet-13127	15	43	2013	2013	NUM
cet-13127	15	44	)	)	PUNCT
cet-13127	15	45	.	.	PUNCT
cet-13127	16	1	shallow	shallow	ADJ
cet-13127	16	2	landslides	landslide	NOUN
cet-13127	16	3	can	can	AUX
cet-13127	16	4	significantly	significantly	ADV
cet-13127	16	5	impact	impact	VERB
cet-13127	16	6	the	the	DET
cet-13127	16	7	communities	community	NOUN
cet-13127	16	8	and	and	CCONJ
cet-13127	16	9	the	the	DET
cet-13127	16	10	environment	environment	NOUN
cet-13127	16	11	,	,	PUNCT
cet-13127	16	12	potentially	potentially	ADV
cet-13127	16	13	leading	lead	VERB
cet-13127	16	14	to	to	ADP
cet-13127	16	15	erosion	erosion	NOUN
cet-13127	16	16	,	,	PUNCT
cet-13127	16	17	damages	damage	NOUN
cet-13127	16	18	to	to	ADP
cet-13127	16	19	infrastructures	infrastructure	NOUN
cet-13127	16	20	,	,	PUNCT
cet-13127	16	21	and	and	CCONJ
cet-13127	16	22	loss	loss	NOUN
cet-13127	16	23	of	of	ADP
cet-13127	16	24	life	life	NOUN
cet-13127	16	25	.	.	PUNCT
cet-13127	17	1	they	they	PRON
cet-13127	17	2	are	be	AUX
cet-13127	17	3	particularly	particularly	ADV
cet-13127	17	4	dangerous	dangerous	ADJ
cet-13127	17	5	due	due	ADJ
cet-13127	17	6	to	to	ADP
cet-13127	17	7	their	their	PRON
cet-13127	17	8	sudden	sudden	ADJ
cet-13127	17	9	occurrence	occurrence	NOUN
cet-13127	17	10	,	,	PUNCT
cet-13127	17	11	often	often	ADV
cet-13127	17	12	with	with	ADP
cet-13127	17	13	little	little	ADJ
cet-13127	17	14	warning	warning	NOUN
cet-13127	17	15	,	,	PUNCT
cet-13127	17	16	and	and	CCONJ
cet-13127	17	17	rapid	rapid	ADJ
cet-13127	17	18	spread	spread	NOUN
cet-13127	17	19	(	(	PUNCT
cet-13127	17	20	petley	petley	ADJ
cet-13127	17	21	,	,	PUNCT
cet-13127	17	22	2012	2012	NUM
cet-13127	17	23	)	)	PUNCT
cet-13127	17	24	.	.	PUNCT
cet-13127	18	1	therefore	therefore	ADV
cet-13127	18	2	,	,	PUNCT
cet-13127	18	3	it	it	PRON
cet-13127	18	4	is	be	AUX
cet-13127	18	5	important	important	ADJ
cet-13127	18	6	to	to	PART
cet-13127	18	7	understand	understand	VERB
cet-13127	18	8	how	how	SCONJ
cet-13127	18	9	the	the	DET
cet-13127	18	10	main	main	ADJ
cet-13127	18	11	factors	factor	NOUN
cet-13127	18	12	,	,	PUNCT
cet-13127	18	13	such	such	ADJ
cet-13127	18	14	as	as	ADP
cet-13127	18	15	geological	geological	ADJ
cet-13127	18	16	conditions	condition	NOUN
cet-13127	18	17	,	,	PUNCT
cet-13127	18	18	weather	weather	NOUN
cet-13127	18	19	patterns	pattern	NOUN
cet-13127	18	20	,	,	PUNCT
cet-13127	18	21	and	and	CCONJ
cet-13127	18	22	human	human	ADJ
cet-13127	18	23	activities	activity	NOUN
cet-13127	18	24	,	,	PUNCT
cet-13127	18	25	contribute	contribute	VERB
cet-13127	18	26	to	to	ADP
cet-13127	18	27	their	their	PRON
cet-13127	18	28	occurrence	occurrence	NOUN
cet-13127	18	29	and	and	CCONJ
cet-13127	18	30	to	to	PART
cet-13127	18	31	develop	develop	VERB
cet-13127	18	32	strategies	strategy	NOUN
cet-13127	18	33	for	for	ADP
cet-13127	18	34	mitigating	mitigate	VERB
cet-13127	18	35	the	the	DET
cet-13127	18	36	related	related	ADJ
cet-13127	18	37	risks	risk	NOUN
cet-13127	18	38	and	and	CCONJ
cet-13127	18	39	reducing	reduce	VERB
cet-13127	18	40	the	the	DET
cet-13127	18	41	impacts	impact	NOUN
cet-13127	18	42	.	.	PUNCT
cet-13127	19	1	several	several	ADJ
cet-13127	19	2	methods	method	NOUN
cet-13127	19	3	predicting	predict	VERB
cet-13127	19	4	landslides	landslide	NOUN
cet-13127	19	5	are	be	AUX
cet-13127	19	6	currently	currently	ADV
cet-13127	19	7	discussed	discuss	VERB
cet-13127	19	8	in	in	ADP
cet-13127	19	9	literature	literature	NOUN
cet-13127	19	10	.	.	PUNCT
cet-13127	20	1	they	they	PRON
cet-13127	20	2	usually	usually	ADV
cet-13127	20	3	rely	rely	VERB
cet-13127	20	4	on	on	ADP
cet-13127	20	5	assessing	assess	VERB
cet-13127	20	6	geological	geological	ADJ
cet-13127	20	7	data	datum	NOUN
cet-13127	20	8	about	about	ADP
cet-13127	20	9	the	the	DET
cet-13127	20	10	characteristics	characteristic	NOUN
cet-13127	20	11	of	of	ADP
cet-13127	20	12	the	the	DET
cet-13127	20	13	land	land	NOUN
cet-13127	20	14	or	or	CCONJ
cet-13127	20	15	they	they	PRON
cet-13127	20	16	triconcern	triconcern	VERB
cet-13127	20	17	the	the	DET
cet-13127	20	18	analysis	analysis	NOUN
cet-13127	20	19	of	of	ADP
cet-13127	20	20	data	datum	NOUN
cet-13127	20	21	about	about	ADP
cet-13127	20	22	weather	weather	NOUN
cet-13127	20	23	patterns	pattern	NOUN
cet-13127	20	24	and	and	CCONJ
cet-13127	20	25	other	other	ADJ
cet-13127	20	26	triggering	trigger	VERB
cet-13127	20	27	events	event	NOUN
cet-13127	20	28	,	,	PUNCT
cet-13127	20	29	such	such	ADJ
cet-13127	20	30	as	as	ADP
cet-13127	20	31	the	the	DET
cet-13127	20	32	intensity	intensity	NOUN
cet-13127	20	33	and	and	CCONJ
cet-13127	20	34	duration	duration	NOUN
cet-13127	20	35	of	of	ADP
cet-13127	20	36	rainfall	rainfall	NOUN
cet-13127	20	37	(	(	PUNCT
cet-13127	20	38	baum	baum	PROPN
cet-13127	20	39	et	et	PROPN
cet-13127	20	40	al	al	PROPN
cet-13127	20	41	.	.	PROPN
cet-13127	20	42	,	,	PUNCT
cet-13127	20	43	2010	2010	NUM
cet-13127	20	44	)	)	PUNCT
cet-13127	20	45	.	.	PUNCT
cet-13127	21	1	physically	physically	ADV
cet-13127	21	2	-	-	PUNCT
cet-13127	21	3	based	base	VERB
cet-13127	21	4	models	model	NOUN
cet-13127	21	5	are	be	AUX
cet-13127	21	6	one	one	NUM
cet-13127	21	7	of	of	ADP
cet-13127	21	8	the	the	DET
cet-13127	21	9	most	most	ADV
cet-13127	21	10	effective	effective	ADJ
cet-13127	21	11	ways	way	NOUN
cet-13127	21	12	to	to	PART
cet-13127	21	13	predict	predict	VERB
cet-13127	21	14	landslides	landslide	NOUN
cet-13127	21	15	and	and	CCONJ
cet-13127	21	16	their	their	PRON
cet-13127	21	17	evolution	evolution	NOUN
cet-13127	21	18	over	over	ADP
cet-13127	21	19	time	time	NOUN
cet-13127	21	20	under	under	ADP
cet-13127	21	21	different	different	ADJ
cet-13127	21	22	conditions	condition	NOUN
cet-13127	21	23	.	.	PUNCT
cet-13127	22	1	however	however	ADV
cet-13127	22	2	,	,	PUNCT
cet-13127	22	3	these	these	DET
cet-13127	22	4	models	model	NOUN
cet-13127	22	5	are	be	AUX
cet-13127	22	6	difficult	difficult	ADJ
cet-13127	22	7	to	to	PART
cet-13127	22	8	calibrate	calibrate	VERB
cet-13127	22	9	and	and	CCONJ
cet-13127	22	10	validate	validate	VERB
cet-13127	22	11	,	,	PUNCT
cet-13127	22	12	require	require	VERB
cet-13127	22	13	a	a	DET
cet-13127	22	14	large	large	ADJ
cet-13127	22	15	amount	amount	NOUN
cet-13127	22	16	of	of	ADP
cet-13127	22	17	data	datum	NOUN
cet-13127	22	18	and	and	CCONJ
cet-13127	22	19	computational	computational	ADJ
cet-13127	22	20	resources	resource	NOUN
cet-13127	22	21	to	to	PART
cet-13127	22	22	run	run	VERB
cet-13127	22	23	accurately	accurately	ADV
cet-13127	22	24	,	,	PUNCT
cet-13127	22	25	and	and	CCONJ
cet-13127	22	26	are	be	AUX
cet-13127	22	27	often	often	ADV
cet-13127	22	28	used	use	VERB
cet-13127	22	29	in	in	ADP
cet-13127	22	30	conjunction	conjunction	NOUN
cet-13127	22	31	with	with	ADP
cet-13127	22	32	statistical	statistical	ADJ
cet-13127	22	33	,	,	PUNCT
cet-13127	22	34	or	or	CCONJ
cet-13127	22	35	empirical	empirical	ADJ
cet-13127	22	36	models	model	NOUN
cet-13127	22	37	to	to	PART
cet-13127	22	38	improve	improve	VERB
cet-13127	22	39	the	the	DET
cet-13127	22	40	accuracy	accuracy	NOUN
cet-13127	22	41	of	of	ADP
cet-13127	22	42	the	the	DET
cet-13127	22	43	predictions	prediction	NOUN
cet-13127	22	44	.	.	PUNCT
cet-13127	23	1	berti	berti	PROPN
cet-13127	23	2	et	et	PROPN
cet-13127	23	3	al	al	PROPN
cet-13127	23	4	.	.	PROPN
cet-13127	24	1	(	(	PUNCT
cet-13127	24	2	2012	2012	NUM
cet-13127	24	3	)	)	PUNCT
cet-13127	24	4	proposed	propose	VERB
cet-13127	24	5	a	a	DET
cet-13127	24	6	method	method	NOUN
cet-13127	24	7	for	for	ADP
cet-13127	24	8	evaluating	evaluate	VERB
cet-13127	24	9	rainfall	rainfall	NOUN
cet-13127	24	10	thresholds	threshold	NOUN
cet-13127	24	11	based	base	VERB
cet-13127	24	12	on	on	ADP
cet-13127	24	13	bayesian	bayesian	NOUN
cet-13127	24	14	probability	probability	NOUN
cet-13127	24	15	,	,	PUNCT
cet-13127	24	16	returning	return	VERB
cet-13127	24	17	a	a	DET
cet-13127	24	18	value	value	NOUN
cet-13127	24	19	of	of	ADP
cet-13127	24	20	landslide	landslide	NOUN
cet-13127	24	21	probability	probability	NOUN
cet-13127	24	22	for	for	ADP
cet-13127	24	23	each	each	DET
cet-13127	24	24	combination	combination	NOUN
cet-13127	24	25	of	of	ADP
cet-13127	24	26	the	the	DET
cet-13127	24	27	selected	select	VERB
cet-13127	24	28	rainfall	rainfall	NOUN
cet-13127	24	29	variables	variable	NOUN
cet-13127	24	30	.	.	PUNCT
cet-13127	25	1	this	this	DET
cet-13127	25	2	work	work	NOUN
cet-13127	25	3	focuses	focus	VERB
cet-13127	25	4	on	on	ADP
cet-13127	25	5	natech	natech	ADJ
cet-13127	25	6	risk	risk	NOUN
cet-13127	25	7	assessment	assessment	NOUN
cet-13127	25	8	to	to	PART
cet-13127	25	9	evaluate	evaluate	VERB
cet-13127	25	10	the	the	DET
cet-13127	25	11	likelihood	likelihood	NOUN
cet-13127	25	12	,	,	PUNCT
cet-13127	25	13	the	the	DET
cet-13127	25	14	potential	potential	ADJ
cet-13127	25	15	impacts	impact	NOUN
cet-13127	25	16	,	,	PUNCT
cet-13127	25	17	and	and	CCONJ
cet-13127	25	18	the	the	DET
cet-13127	25	19	actions	action	NOUN
cet-13127	25	20	for	for	ADP
cet-13127	25	21	risk	risk	NOUN
cet-13127	25	22	reduction	reduction	NOUN
cet-13127	25	23	associated	associate	VERB
cet-13127	25	24	to	to	ADP
cet-13127	25	25	natural	natural	ADJ
cet-13127	25	26	hazards	hazard	NOUN
cet-13127	25	27	triggering	trigger	VERB
cet-13127	25	28	technological	technological	ADJ
cet-13127	25	29	scenarios	scenario	NOUN
cet-13127	25	30	involving	involve	VERB
cet-13127	25	31	hazardous	hazardous	ADJ
cet-13127	25	32	materials	material	NOUN
cet-13127	25	33	,	,	PUNCT
cet-13127	25	34	289	289	NUM
cet-13127	25	35	which	which	PRON
cet-13127	25	36	is	be	AUX
cet-13127	25	37	explicitly	explicitly	ADV
cet-13127	25	38	included	include	VERB
cet-13127	25	39	in	in	ADP
cet-13127	25	40	the	the	DET
cet-13127	25	41	last	last	ADJ
cet-13127	25	42	update	update	NOUN
cet-13127	25	43	of	of	ADP
cet-13127	25	44	the	the	DET
cet-13127	25	45	so	so	ADV
cet-13127	25	46	-	-	PUNCT
cet-13127	25	47	called	call	VERB
cet-13127	25	48	seveso	seveso	NOUN
cet-13127	25	49	directive	directive	NOUN
cet-13127	25	50	on	on	ADP
cet-13127	25	51	the	the	DET
cet-13127	25	52	control	control	NOUN
cet-13127	25	53	of	of	ADP
cet-13127	25	54	major	major	ADJ
cet-13127	25	55	-	-	PUNCT
cet-13127	25	56	accident	accident	NOUN
cet-13127	25	57	hazards	hazard	NOUN
cet-13127	25	58	(	(	PUNCT
cet-13127	25	59	laurent	laurent	NOUN
cet-13127	25	60	et	et	PROPN
cet-13127	25	61	al	al	PROPN
cet-13127	25	62	.	.	PROPN
cet-13127	25	63	,	,	PUNCT
cet-13127	25	64	2021	2021	NUM
cet-13127	25	65	)	)	PUNCT
cet-13127	25	66	.	.	PUNCT
cet-13127	26	1	the	the	DET
cet-13127	26	2	growing	grow	VERB
cet-13127	26	3	severity	severity	NOUN
cet-13127	26	4	of	of	ADP
cet-13127	26	5	extreme	extreme	ADJ
cet-13127	26	6	natural	natural	ADJ
cet-13127	26	7	phenomena	phenomenon	NOUN
cet-13127	26	8	,	,	PUNCT
cet-13127	26	9	under	under	ADP
cet-13127	26	10	the	the	DET
cet-13127	26	11	driving	drive	VERB
cet-13127	26	12	action	action	NOUN
cet-13127	26	13	of	of	ADP
cet-13127	26	14	climate	climate	NOUN
cet-13127	26	15	change	change	NOUN
cet-13127	26	16	,	,	PUNCT
cet-13127	26	17	it	it	PRON
cet-13127	26	18	is	be	AUX
cet-13127	26	19	expected	expect	VERB
cet-13127	26	20	to	to	PART
cet-13127	26	21	increase	increase	VERB
cet-13127	26	22	the	the	DET
cet-13127	26	23	vulnerability	vulnerability	NOUN
cet-13127	26	24	to	to	ADP
cet-13127	26	25	natech	natech	ADJ
cet-13127	26	26	risk	risk	NOUN
cet-13127	26	27	.	.	PUNCT
cet-13127	27	1	this	this	DET
cet-13127	27	2	multi	multi	ADJ
cet-13127	27	3	-	-	ADJ
cet-13127	27	4	hazard	hazard	ADJ
cet-13127	27	5	risk	risk	NOUN
cet-13127	27	6	involves	involve	VERB
cet-13127	27	7	different	different	ADJ
cet-13127	27	8	domains	domain	NOUN
cet-13127	27	9	,	,	PUNCT
cet-13127	27	10	including	include	VERB
cet-13127	27	11	risk	risk	NOUN
cet-13127	27	12	governance	governance	NOUN
cet-13127	27	13	challenges	challenge	NOUN
cet-13127	27	14	,	,	PUNCT
cet-13127	27	15	socio	socio	NOUN
cet-13127	27	16	-	-	PUNCT
cet-13127	27	17	economic	economic	ADJ
cet-13127	27	18	context	context	NOUN
cet-13127	27	19	(	(	PUNCT
cet-13127	27	20	krausman	krausman	NOUN
cet-13127	27	21	et	et	PROPN
cet-13127	27	22	al	al	PROPN
cet-13127	27	23	.	.	PROPN
cet-13127	27	24	,	,	PUNCT
cet-13127	27	25	2019	2019	NUM
cet-13127	27	26	)	)	PUNCT
cet-13127	27	27	,	,	PUNCT
cet-13127	27	28	and	and	CCONJ
cet-13127	27	29	implications	implication	NOUN
cet-13127	27	30	from	from	ADP
cet-13127	27	31	political	political	ADJ
cet-13127	27	32	/	/	SYM
cet-13127	27	33	war	war	NOUN
cet-13127	27	34	instabilities	instability	NOUN
cet-13127	27	35	.	.	PUNCT
cet-13127	28	1	recently	recently	ADV
cet-13127	28	2	,	,	PUNCT
cet-13127	28	3	novel	novel	ADJ
cet-13127	28	4	approaches	approach	NOUN
cet-13127	28	5	have	have	AUX
cet-13127	28	6	been	be	AUX
cet-13127	28	7	proposed	propose	VERB
cet-13127	28	8	for	for	ADP
cet-13127	28	9	multi	multi	ADJ
cet-13127	28	10	-	-	ADJ
cet-13127	28	11	hazard	hazard	ADJ
cet-13127	28	12	natural	natural	ADJ
cet-13127	28	13	disasters	disaster	NOUN
cet-13127	28	14	,	,	PUNCT
cet-13127	28	15	potentially	potentially	ADV
cet-13127	28	16	causing	cause	VERB
cet-13127	28	17	destructive	destructive	ADJ
cet-13127	28	18	damage	damage	NOUN
cet-13127	28	19	to	to	ADP
cet-13127	28	20	the	the	DET
cet-13127	28	21	process	process	NOUN
cet-13127	28	22	equipment	equipment	NOUN
cet-13127	28	23	(	(	PUNCT
cet-13127	28	24	huang	huang	PROPN
cet-13127	28	25	et	et	PROPN
cet-13127	28	26	al	al	PROPN
cet-13127	28	27	.	.	PROPN
cet-13127	28	28	,	,	PUNCT
cet-13127	28	29	2022	2022	NUM
cet-13127	28	30	)	)	PUNCT
cet-13127	28	31	.	.	PUNCT
cet-13127	29	1	in	in	ADP
cet-13127	29	2	this	this	DET
cet-13127	29	3	regard	regard	NOUN
cet-13127	29	4	,	,	PUNCT
cet-13127	29	5	machine	machine	NOUN
cet-13127	29	6	learning	learning	NOUN
cet-13127	29	7	techniques	technique	NOUN
cet-13127	29	8	can	can	AUX
cet-13127	29	9	be	be	AUX
cet-13127	29	10	used	use	VERB
cet-13127	29	11	to	to	PART
cet-13127	29	12	analyse	analyse	VERB
cet-13127	29	13	data	datum	NOUN
cet-13127	29	14	about	about	ADP
cet-13127	29	15	past	past	ADJ
cet-13127	29	16	landslides	landslide	NOUN
cet-13127	29	17	and	and	CCONJ
cet-13127	29	18	other	other	ADJ
cet-13127	29	19	accidents	accident	NOUN
cet-13127	29	20	and	and	CCONJ
cet-13127	29	21	to	to	PART
cet-13127	29	22	identify	identify	VERB
cet-13127	29	23	patterns	pattern	NOUN
cet-13127	29	24	or	or	CCONJ
cet-13127	29	25	trends	trend	NOUN
cet-13127	29	26	that	that	PRON
cet-13127	29	27	can	can	AUX
cet-13127	29	28	inform	inform	VERB
cet-13127	29	29	about	about	ADP
cet-13127	29	30	disaster	disaster	NOUN
cet-13127	29	31	response	response	NOUN
cet-13127	29	32	and	and	CCONJ
cet-13127	29	33	recovery	recovery	NOUN
cet-13127	29	34	efforts	effort	NOUN
cet-13127	29	35	.	.	PUNCT
cet-13127	30	1	the	the	DET
cet-13127	30	2	remainder	remainder	NOUN
cet-13127	30	3	of	of	ADP
cet-13127	30	4	this	this	DET
cet-13127	30	5	paper	paper	NOUN
cet-13127	30	6	outlines	outline	VERB
cet-13127	30	7	a	a	DET
cet-13127	30	8	novel	novel	ADJ
cet-13127	30	9	framework	framework	NOUN
cet-13127	30	10	,	,	PUNCT
cet-13127	30	11	based	base	VERB
cet-13127	30	12	on	on	ADP
cet-13127	30	13	a	a	DET
cet-13127	30	14	gradient	gradient	ADJ
cet-13127	30	15	boosting	boost	VERB
cet-13127	30	16	algorithm	algorithm	NOUN
cet-13127	30	17	to	to	PART
cet-13127	30	18	predict	predict	VERB
cet-13127	30	19	shallow	shallow	ADJ
cet-13127	30	20	landslides	landslide	NOUN
cet-13127	30	21	,	,	PUNCT
cet-13127	30	22	integrated	integrate	VERB
cet-13127	30	23	into	into	ADP
cet-13127	30	24	a	a	DET
cet-13127	30	25	dynamic	dynamic	ADJ
cet-13127	30	26	risk	risk	NOUN
cet-13127	30	27	assessment	assessment	NOUN
cet-13127	30	28	system	system	NOUN
cet-13127	30	29	for	for	ADP
cet-13127	30	30	early	early	ADJ
cet-13127	30	31	warning	warning	NOUN
cet-13127	30	32	in	in	ADP
cet-13127	30	33	major	major	ADJ
cet-13127	30	34	accident	accident	NOUN
cet-13127	30	35	hazard	hazard	NOUN
cet-13127	30	36	facilities	facility	NOUN
cet-13127	30	37	located	locate	VERB
cet-13127	30	38	in	in	ADP
cet-13127	30	39	areas	area	NOUN
cet-13127	30	40	susceptible	susceptible	ADJ
cet-13127	30	41	to	to	ADP
cet-13127	30	42	landslides	landslide	NOUN
cet-13127	30	43	.	.	PUNCT
cet-13127	31	1	a	a	DET
cet-13127	31	2	dedicated	dedicated	ADJ
cet-13127	31	3	bow	bow	NOUN
cet-13127	31	4	-	-	PUNCT
cet-13127	31	5	tie	tie	NOUN
cet-13127	31	6	approach	approach	NOUN
cet-13127	31	7	is	be	AUX
cet-13127	31	8	then	then	ADV
cet-13127	31	9	adopted	adopt	VERB
cet-13127	31	10	and	and	CCONJ
cet-13127	31	11	the	the	DET
cet-13127	31	12	methodology	methodology	NOUN
cet-13127	31	13	is	be	AUX
cet-13127	31	14	applied	apply	VERB
cet-13127	31	15	to	to	ADP
cet-13127	31	16	a	a	DET
cet-13127	31	17	test	test	NOUN
cet-13127	31	18	case	case	NOUN
cet-13127	31	19	demonstrating	demonstrate	VERB
cet-13127	31	20	current	current	ADJ
cet-13127	31	21	capabilities	capability	NOUN
cet-13127	31	22	and	and	CCONJ
cet-13127	31	23	future	future	ADJ
cet-13127	31	24	challenges	challenge	NOUN
cet-13127	31	25	.	.	PUNCT
cet-13127	32	1	2	2	X
cet-13127	32	2	.	.	X
cet-13127	32	3	theoretical	theoretical	ADJ
cet-13127	32	4	2.1	2.1	NUM
cet-13127	32	5	physically	physically	ADV
cet-13127	32	6	-	-	PUNCT
cet-13127	32	7	based	base	VERB
cet-13127	32	8	models	model	NOUN
cet-13127	32	9	physically	physically	ADV
cet-13127	32	10	-	-	PUNCT
cet-13127	32	11	based	base	VERB
cet-13127	32	12	models	model	NOUN
cet-13127	32	13	for	for	ADP
cet-13127	32	14	predicting	predict	VERB
cet-13127	32	15	landslides	landslide	NOUN
cet-13127	32	16	are	be	AUX
cet-13127	32	17	mainly	mainly	ADV
cet-13127	32	18	based	base	VERB
cet-13127	32	19	on	on	ADP
cet-13127	32	20	the	the	DET
cet-13127	32	21	richards	richard	NOUN
cet-13127	32	22	equation	equation	NOUN
cet-13127	32	23	,	,	PUNCT
cet-13127	32	24	which	which	PRON
cet-13127	32	25	derives	derive	VERB
cet-13127	32	26	from	from	ADP
cet-13127	32	27	the	the	DET
cet-13127	32	28	principles	principle	NOUN
cet-13127	32	29	of	of	ADP
cet-13127	32	30	mass	mass	ADJ
cet-13127	32	31	conservation	conservation	NOUN
cet-13127	32	32	and	and	CCONJ
cet-13127	32	33	darcy	darcy	PROPN
cet-13127	32	34	's	's	PART
cet-13127	32	35	law	law	NOUN
cet-13127	32	36	and	and	CCONJ
cet-13127	32	37	describes	describe	VERB
cet-13127	32	38	the	the	DET
cet-13127	32	39	movement	movement	NOUN
cet-13127	32	40	of	of	ADP
cet-13127	32	41	water	water	NOUN
cet-13127	32	42	through	through	ADP
cet-13127	32	43	the	the	DET
cet-13127	32	44	soil	soil	NOUN
cet-13127	32	45	and	and	CCONJ
cet-13127	32	46	other	other	ADJ
cet-13127	32	47	porous	porous	ADJ
cet-13127	32	48	media	medium	NOUN
cet-13127	32	49	.	.	PUNCT
cet-13127	33	1	the	the	DET
cet-13127	33	2	behavior	behavior	NOUN
cet-13127	33	3	of	of	ADP
cet-13127	33	4	landslides	landslide	NOUN
cet-13127	33	5	is	be	AUX
cet-13127	33	6	simulated	simulate	VERB
cet-13127	33	7	under	under	ADP
cet-13127	33	8	different	different	ADJ
cet-13127	33	9	conditions	condition	NOUN
cet-13127	33	10	and	and	CCONJ
cet-13127	33	11	it	it	PRON
cet-13127	33	12	’s	’	VERB
cet-13127	33	13	possible	possible	ADJ
cet-13127	33	14	to	to	PART
cet-13127	33	15	forecast	forecast	VERB
cet-13127	33	16	how	how	SCONJ
cet-13127	33	17	landslides	landslide	NOUN
cet-13127	33	18	are	be	AUX
cet-13127	33	19	likely	likely	ADJ
cet-13127	33	20	to	to	PART
cet-13127	33	21	evolve	evolve	VERB
cet-13127	33	22	over	over	ADP
cet-13127	33	23	time	time	NOUN
cet-13127	33	24	(	(	PUNCT
cet-13127	33	25	mercurio	mercurio	PROPN
cet-13127	33	26	,	,	PUNCT
cet-13127	33	27	2008	2008	NUM
cet-13127	33	28	)	)	PUNCT
cet-13127	33	29	.	.	PUNCT
cet-13127	34	1	the	the	DET
cet-13127	34	2	use	use	NOUN
cet-13127	34	3	of	of	ADP
cet-13127	34	4	physicallybased	physicallybase	VERB
cet-13127	34	5	approaches	approach	NOUN
cet-13127	34	6	requires	require	VERB
cet-13127	34	7	knowledge	knowledge	NOUN
cet-13127	34	8	about	about	ADP
cet-13127	34	9	saturation	saturation	NOUN
cet-13127	34	10	conditions	condition	NOUN
cet-13127	34	11	and	and	CCONJ
cet-13127	34	12	pore	pore	VERB
cet-13127	34	13	water	water	NOUN
cet-13127	34	14	pressure	pressure	NOUN
cet-13127	34	15	,	,	PUNCT
cet-13127	34	16	as	as	ADV
cet-13127	34	17	well	well	ADV
cet-13127	34	18	as	as	ADP
cet-13127	34	19	the	the	DET
cet-13127	34	20	calibration	calibration	NOUN
cet-13127	34	21	of	of	ADP
cet-13127	34	22	many	many	ADJ
cet-13127	34	23	parameters	parameter	NOUN
cet-13127	34	24	,	,	PUNCT
cet-13127	34	25	such	such	ADJ
cet-13127	34	26	as	as	ADP
cet-13127	34	27	hydraulic	hydraulic	ADJ
cet-13127	34	28	and	and	CCONJ
cet-13127	34	29	mechanical	mechanical	ADJ
cet-13127	34	30	properties	property	NOUN
cet-13127	34	31	of	of	ADP
cet-13127	34	32	soil	soil	NOUN
cet-13127	34	33	,	,	PUNCT
cet-13127	34	34	the	the	DET
cet-13127	34	35	effect	effect	NOUN
cet-13127	34	36	of	of	ADP
cet-13127	34	37	vegetation	vegetation	NOUN
cet-13127	34	38	,	,	PUNCT
cet-13127	34	39	and	and	CCONJ
cet-13127	34	40	local	local	ADJ
cet-13127	34	41	rainfall	rainfall	NOUN
cet-13127	34	42	variation	variation	NOUN
cet-13127	34	43	in	in	ADP
cet-13127	34	44	space	space	NOUN
cet-13127	34	45	and	and	CCONJ
cet-13127	34	46	time	time	NOUN
cet-13127	34	47	,	,	PUNCT
cet-13127	34	48	which	which	PRON
cet-13127	34	49	makes	make	VERB
cet-13127	34	50	their	their	PRON
cet-13127	34	51	use	use	NOUN
cet-13127	34	52	over	over	ADP
cet-13127	34	53	large	large	ADJ
cet-13127	34	54	territories	territory	NOUN
cet-13127	34	55	difficult	difficult	ADJ
cet-13127	34	56	to	to	PART
cet-13127	34	57	apply	apply	VERB
cet-13127	34	58	.	.	PUNCT
cet-13127	35	1	2.2	2.2	NUM
cet-13127	35	2	empirical	empirical	ADJ
cet-13127	35	3	models	model	NOUN
cet-13127	35	4	empirical	empirical	ADJ
cet-13127	35	5	models	model	NOUN
cet-13127	35	6	,	,	PUNCT
cet-13127	35	7	based	base	VERB
cet-13127	35	8	on	on	ADP
cet-13127	35	9	the	the	DET
cet-13127	35	10	observed	observe	VERB
cet-13127	35	11	data	datum	NOUN
cet-13127	35	12	,	,	PUNCT
cet-13127	35	13	are	be	AUX
cet-13127	35	14	used	use	VERB
cet-13127	35	15	when	when	SCONJ
cet-13127	35	16	mathematical	mathematical	ADJ
cet-13127	35	17	models	model	NOUN
cet-13127	35	18	are	be	AUX
cet-13127	35	19	not	not	PART
cet-13127	35	20	able	able	ADJ
cet-13127	35	21	to	to	PART
cet-13127	35	22	accurately	accurately	ADV
cet-13127	35	23	represent	represent	VERB
cet-13127	35	24	complex	complex	ADJ
cet-13127	35	25	systems	system	NOUN
cet-13127	35	26	,	,	PUNCT
cet-13127	35	27	or	or	CCONJ
cet-13127	35	28	phenomena	phenomenon	NOUN
cet-13127	35	29	.	.	PUNCT
cet-13127	36	1	as	as	SCONJ
cet-13127	36	2	stated	state	VERB
cet-13127	36	3	by	by	ADP
cet-13127	36	4	berti	berti	PROPN
cet-13127	36	5	et	et	PROPN
cet-13127	36	6	al	al	PROPN
cet-13127	36	7	.	.	PROPN
cet-13127	36	8	(	(	PUNCT
cet-13127	36	9	2012	2012	NUM
cet-13127	36	10	)	)	PUNCT
cet-13127	36	11	,	,	PUNCT
cet-13127	36	12	an	an	DET
cet-13127	36	13	empirical	empirical	ADJ
cet-13127	36	14	model	model	NOUN
cet-13127	36	15	based	base	VERB
cet-13127	36	16	on	on	ADP
cet-13127	36	17	a	a	DET
cet-13127	36	18	probabilistic	probabilistic	ADJ
cet-13127	36	19	analysis	analysis	NOUN
cet-13127	36	20	can	can	AUX
cet-13127	36	21	associate	associate	VERB
cet-13127	36	22	a	a	DET
cet-13127	36	23	reliability	reliability	NOUN
cet-13127	36	24	to	to	ADP
cet-13127	36	25	a	a	DET
cet-13127	36	26	given	give	VERB
cet-13127	36	27	landslide	landslide	NOUN
cet-13127	36	28	threshold	threshold	NOUN
cet-13127	36	29	,	,	PUNCT
cet-13127	36	30	giving	give	VERB
cet-13127	36	31	a	a	DET
cet-13127	36	32	probability	probability	NOUN
cet-13127	36	33	distribution	distribution	NOUN
cet-13127	36	34	of	of	ADP
cet-13127	36	35	the	the	DET
cet-13127	36	36	forecast	forecast	NOUN
cet-13127	36	37	.	.	PUNCT
cet-13127	37	1	in	in	ADP
cet-13127	37	2	particular	particular	ADJ
cet-13127	37	3	,	,	PUNCT
cet-13127	37	4	probabilistic	probabilistic	ADJ
cet-13127	37	5	bayesian	bayesian	NOUN
cet-13127	37	6	approaches	approach	NOUN
cet-13127	37	7	can	can	AUX
cet-13127	37	8	be	be	AUX
cet-13127	37	9	useful	useful	ADJ
cet-13127	37	10	tools	tool	NOUN
cet-13127	37	11	for	for	ADP
cet-13127	37	12	providing	provide	VERB
cet-13127	37	13	effective	effective	ADJ
cet-13127	37	14	weather	weather	NOUN
cet-13127	37	15	forecasting	forecasting	NOUN
cet-13127	37	16	(	(	PUNCT
cet-13127	37	17	vairo	vairo	PROPN
cet-13127	37	18	et	et	PROPN
cet-13127	37	19	al	al	PROPN
cet-13127	37	20	.	.	PROPN
cet-13127	37	21	,	,	PUNCT
cet-13127	37	22	2019	2019	NUM
cet-13127	37	23	)	)	PUNCT
cet-13127	37	24	and	and	CCONJ
cet-13127	37	25	develop	develop	VERB
cet-13127	37	26	a	a	DET
cet-13127	37	27	natural	natural	ADJ
cet-13127	37	28	risk	risk	NOUN
cet-13127	37	29	index	index	NOUN
cet-13127	37	30	(	(	PUNCT
cet-13127	37	31	ancione	ancione	NOUN
cet-13127	37	32	and	and	CCONJ
cet-13127	37	33	milazzo	milazzo	NOUN
cet-13127	37	34	,	,	PUNCT
cet-13127	37	35	2021	2021	NUM
cet-13127	37	36	)	)	PUNCT
cet-13127	37	37	.	.	PUNCT
cet-13127	38	1	however	however	ADV
cet-13127	38	2	,	,	PUNCT
cet-13127	38	3	if	if	SCONJ
cet-13127	38	4	the	the	DET
cet-13127	38	5	data	datum	NOUN
cet-13127	38	6	used	use	VERB
cet-13127	38	7	to	to	PART
cet-13127	38	8	build	build	VERB
cet-13127	38	9	the	the	DET
cet-13127	38	10	model	model	NOUN
cet-13127	38	11	are	be	AUX
cet-13127	38	12	biased	bias	VERB
cet-13127	38	13	,	,	PUNCT
cet-13127	38	14	incomplete	incomplete	ADJ
cet-13127	38	15	,	,	PUNCT
cet-13127	38	16	or	or	CCONJ
cet-13127	38	17	contain	contain	VERB
cet-13127	38	18	uncertainties	uncertainty	NOUN
cet-13127	38	19	,	,	PUNCT
cet-13127	38	20	the	the	DET
cet-13127	38	21	results	result	NOUN
cet-13127	38	22	may	may	AUX
cet-13127	38	23	be	be	AUX
cet-13127	38	24	unreliable	unreliable	ADJ
cet-13127	38	25	.	.	PUNCT
cet-13127	39	1	these	these	DET
cet-13127	39	2	potential	potential	ADJ
cet-13127	39	3	drawbacks	drawback	NOUN
cet-13127	39	4	can	can	AUX
cet-13127	39	5	be	be	AUX
cet-13127	39	6	addressed	address	VERB
cet-13127	39	7	by	by	ADP
cet-13127	39	8	using	use	VERB
cet-13127	39	9	regression	regression	NOUN
cet-13127	39	10	models	model	NOUN
cet-13127	39	11	,	,	PUNCT
cet-13127	39	12	such	such	ADJ
cet-13127	39	13	as	as	ADP
cet-13127	39	14	gradient	gradient	ADJ
cet-13127	39	15	boosted	boost	VERB
cet-13127	39	16	decision	decision	NOUN
cet-13127	39	17	trees	tree	NOUN
cet-13127	39	18	(	(	PUNCT
cet-13127	39	19	gbdts	gbdts	NOUN
cet-13127	39	20	)	)	PUNCT
cet-13127	39	21	,	,	PUNCT
cet-13127	39	22	to	to	PART
cet-13127	39	23	build	build	VERB
cet-13127	39	24	up	up	ADP
cet-13127	39	25	statistical	statistical	ADJ
cet-13127	39	26	models	model	NOUN
cet-13127	39	27	of	of	ADP
cet-13127	39	28	the	the	DET
cet-13127	39	29	relationships	relationship	NOUN
cet-13127	39	30	between	between	ADP
cet-13127	39	31	different	different	ADJ
cet-13127	39	32	variables	variable	NOUN
cet-13127	39	33	.	.	PUNCT
cet-13127	40	1	gbdts	gbdts	ADJ
cet-13127	40	2	are	be	AUX
cet-13127	40	3	a	a	DET
cet-13127	40	4	type	type	NOUN
cet-13127	40	5	of	of	ADP
cet-13127	40	6	machine	machine	NOUN
cet-13127	40	7	learning	learn	VERB
cet-13127	40	8	algorithm	algorithm	NOUN
cet-13127	40	9	that	that	PRON
cet-13127	40	10	can	can	AUX
cet-13127	40	11	be	be	AUX
cet-13127	40	12	used	use	VERB
cet-13127	40	13	to	to	PART
cet-13127	40	14	construct	construct	VERB
cet-13127	40	15	models	model	NOUN
cet-13127	40	16	of	of	ADP
cet-13127	40	17	complex	complex	ADJ
cet-13127	40	18	relationships	relationship	NOUN
cet-13127	40	19	between	between	ADP
cet-13127	40	20	variables	variable	NOUN
cet-13127	40	21	by	by	ADP
cet-13127	40	22	combining	combine	VERB
cet-13127	40	23	the	the	DET
cet-13127	40	24	predictions	prediction	NOUN
cet-13127	40	25	of	of	ADP
cet-13127	40	26	many	many	ADJ
cet-13127	40	27	simpler	simple	ADJ
cet-13127	40	28	models	model	NOUN
cet-13127	40	29	.	.	PUNCT
cet-13127	41	1	they	they	PRON
cet-13127	41	2	are	be	AUX
cet-13127	41	3	effective	effective	ADJ
cet-13127	41	4	in	in	ADP
cet-13127	41	5	handling	handle	VERB
cet-13127	41	6	large	large	ADJ
cet-13127	41	7	and	and	CCONJ
cet-13127	41	8	complex	complex	ADJ
cet-13127	41	9	datasets	dataset	NOUN
cet-13127	41	10	,	,	PUNCT
cet-13127	41	11	even	even	ADV
cet-13127	41	12	in	in	ADP
cet-13127	41	13	presence	presence	NOUN
cet-13127	41	14	of	of	ADP
cet-13127	41	15	missing	missing	ADJ
cet-13127	41	16	or	or	CCONJ
cet-13127	41	17	incomplete	incomplete	ADJ
cet-13127	41	18	data	datum	NOUN
cet-13127	41	19	,	,	PUNCT
cet-13127	41	20	without	without	ADP
cet-13127	41	21	requiring	require	VERB
cet-13127	41	22	preventive	preventive	ADJ
cet-13127	41	23	data	datum	NOUN
cet-13127	41	24	cleaning	cleaning	NOUN
cet-13127	41	25	or	or	CCONJ
cet-13127	41	26	imputation	imputation	NOUN
cet-13127	41	27	.	.	PUNCT
cet-13127	42	1	gbdts	gbdts	PROPN
cet-13127	42	2	can	can	AUX
cet-13127	42	3	also	also	ADV
cet-13127	42	4	be	be	AUX
cet-13127	42	5	trained	train	VERB
cet-13127	42	6	to	to	PART
cet-13127	42	7	handle	handle	VERB
cet-13127	42	8	noisy	noisy	ADJ
cet-13127	42	9	or	or	CCONJ
cet-13127	42	10	unbalanced	unbalanced	ADJ
cet-13127	42	11	datasets	dataset	NOUN
cet-13127	42	12	,	,	PUNCT
cet-13127	42	13	commonly	commonly	ADV
cet-13127	42	14	encountered	encounter	VERB
cet-13127	42	15	dealing	deal	VERB
cet-13127	42	16	with	with	ADP
cet-13127	42	17	landslides	landslide	NOUN
cet-13127	42	18	.	.	PUNCT
cet-13127	43	1	in	in	ADP
cet-13127	43	2	this	this	DET
cet-13127	43	3	work	work	NOUN
cet-13127	43	4	,	,	PUNCT
cet-13127	43	5	the	the	DET
cet-13127	43	6	open	open	ADJ
cet-13127	43	7	library	library	NOUN
cet-13127	43	8	lightgbm	lightgbm	VERB
cet-13127	43	9	(	(	PUNCT
cet-13127	43	10	ke	ke	NOUN
cet-13127	43	11	et	et	PROPN
cet-13127	43	12	al	al	PROPN
cet-13127	43	13	.	.	PROPN
cet-13127	43	14	,	,	PUNCT
cet-13127	43	15	2017	2017	NUM
cet-13127	43	16	)	)	PUNCT
cet-13127	43	17	was	be	AUX
cet-13127	43	18	preliminarily	preliminarily	ADV
cet-13127	43	19	tested	test	VERB
cet-13127	43	20	and	and	CCONJ
cet-13127	43	21	then	then	ADV
cet-13127	43	22	applied	apply	VERB
cet-13127	43	23	for	for	ADP
cet-13127	43	24	the	the	DET
cet-13127	43	25	developed	develop	VERB
cet-13127	43	26	approach	approach	NOUN
cet-13127	43	27	.	.	PUNCT
cet-13127	44	1	3	3	X
cet-13127	44	2	.	.	X
cet-13127	44	3	assessing	assess	VERB
cet-13127	44	4	natech	natech	ADJ
cet-13127	44	5	risk	risk	NOUN
cet-13127	44	6	by	by	ADP
cet-13127	44	7	a	a	DET
cet-13127	44	8	dynamic	dynamic	ADJ
cet-13127	44	9	perspective	perspective	NOUN
cet-13127	44	10	climate	climate	NOUN
cet-13127	44	11	change	change	NOUN
cet-13127	44	12	(	(	PUNCT
cet-13127	44	13	with	with	ADP
cet-13127	44	14	expected	expect	VERB
cet-13127	44	15	frequency	frequency	NOUN
cet-13127	44	16	increase	increase	NOUN
cet-13127	44	17	)	)	PUNCT
cet-13127	44	18	and	and	CCONJ
cet-13127	44	19	energy	energy	NOUN
cet-13127	44	20	transition	transition	NOUN
cet-13127	44	21	(	(	PUNCT
cet-13127	44	22	with	with	ADP
cet-13127	44	23	possible	possible	ADJ
cet-13127	44	24	novel	novel	NOUN
cet-13127	44	25	hazards	hazard	NOUN
cet-13127	44	26	)	)	PUNCT
cet-13127	44	27	evidence	evidence	NOUN
cet-13127	44	28	the	the	DET
cet-13127	44	29	need	need	NOUN
cet-13127	44	30	of	of	ADP
cet-13127	44	31	advanced	advanced	ADJ
cet-13127	44	32	approaches	approach	NOUN
cet-13127	44	33	to	to	PART
cet-13127	44	34	contain	contain	VERB
cet-13127	44	35	the	the	DET
cet-13127	44	36	natech	natech	ADJ
cet-13127	44	37	risk	risk	NOUN
cet-13127	44	38	and	and	CCONJ
cet-13127	44	39	correct	correct	ADJ
cet-13127	44	40	land	land	NOUN
cet-13127	44	41	-	-	PUNCT
cet-13127	44	42	use	use	NOUN
cet-13127	44	43	planning	planning	NOUN
cet-13127	44	44	and	and	CCONJ
cet-13127	44	45	management	management	NOUN
cet-13127	44	46	.	.	PUNCT
cet-13127	45	1	as	as	SCONJ
cet-13127	45	2	widely	widely	ADV
cet-13127	45	3	reported	report	VERB
cet-13127	45	4	,	,	PUNCT
cet-13127	45	5	natech	natech	ADJ
cet-13127	45	6	risk	risk	NOUN
cet-13127	45	7	assessment	assessment	NOUN
cet-13127	45	8	(	(	PUNCT
cet-13127	45	9	ra	ra	NOUN
cet-13127	45	10	)	)	PUNCT
cet-13127	45	11	is	be	AUX
cet-13127	45	12	the	the	DET
cet-13127	45	13	process	process	NOUN
cet-13127	45	14	of	of	ADP
cet-13127	45	15	evaluating	evaluate	VERB
cet-13127	45	16	the	the	DET
cet-13127	45	17	likelihood	likelihood	NOUN
cet-13127	45	18	and	and	CCONJ
cet-13127	45	19	potential	potential	ADJ
cet-13127	45	20	impacts	impact	NOUN
cet-13127	45	21	of	of	ADP
cet-13127	45	22	natural	natural	ADJ
cet-13127	45	23	hazards	hazard	NOUN
cet-13127	45	24	and	and	CCONJ
cet-13127	45	25	technological	technological	ADJ
cet-13127	45	26	disasters	disaster	NOUN
cet-13127	45	27	,	,	PUNCT
cet-13127	45	28	such	such	ADJ
cet-13127	45	29	as	as	ADP
cet-13127	45	30	earthquakes	earthquake	NOUN
cet-13127	45	31	,	,	PUNCT
cet-13127	45	32	landslides	landslide	NOUN
cet-13127	45	33	,	,	PUNCT
cet-13127	45	34	and	and	CCONJ
cet-13127	45	35	industrial	industrial	ADJ
cet-13127	45	36	accidents	accident	NOUN
cet-13127	45	37	.	.	PUNCT
cet-13127	46	1	the	the	DET
cet-13127	46	2	focus	focus	NOUN
cet-13127	46	3	of	of	ADP
cet-13127	46	4	risk	risk	NOUN
cet-13127	46	5	assessment	assessment	NOUN
cet-13127	46	6	is	be	AUX
cet-13127	46	7	to	to	PART
cet-13127	46	8	identify	identify	VERB
cet-13127	46	9	areas	area	NOUN
cet-13127	46	10	exposed	expose	VERB
cet-13127	46	11	to	to	ADP
cet-13127	46	12	high	high	ADJ
cet-13127	46	13	risk	risk	NOUN
cet-13127	46	14	for	for	ADP
cet-13127	46	15	these	these	DET
cet-13127	46	16	types	type	NOUN
cet-13127	46	17	of	of	ADP
cet-13127	46	18	events	event	NOUN
cet-13127	46	19	and	and	CCONJ
cet-13127	46	20	to	to	PART
cet-13127	46	21	develop	develop	VERB
cet-13127	46	22	mitigation	mitigation	NOUN
cet-13127	46	23	strategies	strategy	NOUN
cet-13127	46	24	this	this	DET
cet-13127	46	25	study	study	NOUN
cet-13127	46	26	aims	aim	VERB
cet-13127	46	27	to	to	PART
cet-13127	46	28	contribute	contribute	VERB
cet-13127	46	29	to	to	ADP
cet-13127	46	30	this	this	DET
cet-13127	46	31	challenge	challenge	NOUN
cet-13127	46	32	in	in	ADP
cet-13127	46	33	relation	relation	NOUN
cet-13127	46	34	with	with	ADP
cet-13127	46	35	dynamic	dynamic	ADJ
cet-13127	46	36	natech	natech	NOUN
cet-13127	46	37	ra	ra	PROPN
cet-13127	46	38	of	of	ADP
cet-13127	46	39	an	an	DET
cet-13127	46	40	lpg	lpg	PROPN
cet-13127	46	41	storage	storage	NOUN
cet-13127	46	42	facility	facility	NOUN
cet-13127	46	43	located	locate	VERB
cet-13127	46	44	in	in	ADP
cet-13127	46	45	landslide	landslide	NOUN
cet-13127	46	46	sensitive	sensitive	ADJ
cet-13127	46	47	area	area	NOUN
cet-13127	46	48	of	of	ADP
cet-13127	46	49	located	locate	VERB
cet-13127	46	50	in	in	ADP
cet-13127	46	51	liguria	liguria	PROPN
cet-13127	46	52	(	(	PUNCT
cet-13127	46	53	italy	italy	PROPN
cet-13127	46	54	)	)	PUNCT
cet-13127	46	55	.	.	PUNCT
cet-13127	47	1	3.1	3.1	NUM
cet-13127	48	1	the	the	DET
cet-13127	48	2	predictive	predictive	ADJ
cet-13127	48	3	model	model	NOUN
cet-13127	48	4	the	the	DET
cet-13127	48	5	predictive	predictive	ADJ
cet-13127	48	6	model	model	NOUN
cet-13127	48	7	is	be	AUX
cet-13127	48	8	built	build	VERB
cet-13127	48	9	adopting	adopt	VERB
cet-13127	48	10	as	as	ADP
cet-13127	48	11	predictors	predictor	NOUN
cet-13127	48	12	five	five	NUM
cet-13127	48	13	features	feature	NOUN
cet-13127	48	14	,	,	PUNCT
cet-13127	48	15	namely	namely	ADV
cet-13127	48	16	:	:	PUNCT
cet-13127	48	17	the	the	DET
cet-13127	48	18	soil	soil	NOUN
cet-13127	48	19	moisture	moisture	NOUN
cet-13127	48	20	of	of	ADP
cet-13127	48	21	the	the	DET
cet-13127	48	22	area	area	NOUN
cet-13127	48	23	;	;	PUNCT
cet-13127	48	24	accumulated	accumulate	VERB
cet-13127	48	25	rain	rain	NOUN
cet-13127	48	26	over	over	ADP
cet-13127	48	27	3	3	NUM
cet-13127	48	28	,	,	PUNCT
cet-13127	48	29	6,12	6,12	NUM
cet-13127	48	30	,	,	PUNCT
cet-13127	48	31	24	24	NUM
cet-13127	48	32	hours	hour	NOUN
cet-13127	48	33	in	in	ADP
cet-13127	48	34	the	the	DET
cet-13127	48	35	area	area	NOUN
cet-13127	48	36	;	;	PUNCT
cet-13127	48	37	peak	peak	NOUN
cet-13127	48	38	rain	rain	NOUN
cet-13127	48	39	over	over	ADP
cet-13127	48	40	3	3	NUM
cet-13127	48	41	and	and	CCONJ
cet-13127	48	42	24	24	NUM
cet-13127	48	43	hours	hour	NOUN
cet-13127	48	44	in	in	ADP
cet-13127	48	45	the	the	DET
cet-13127	48	46	area	area	NOUN
cet-13127	48	47	;	;	PUNCT
cet-13127	48	48	day	day	NOUN
cet-13127	48	49	of	of	ADP
cet-13127	48	50	the	the	DET
cet-13127	48	51	year	year	NOUN
cet-13127	48	52	.	.	PUNCT
cet-13127	49	1	the	the	DET
cet-13127	49	2	soil	soil	NOUN
cet-13127	49	3	moisture	moisture	NOUN
cet-13127	49	4	is	be	AUX
cet-13127	49	5	identified	identify	VERB
cet-13127	49	6	as	as	ADP
cet-13127	49	7	the	the	DET
cet-13127	49	8	relevant	relevant	ADJ
cet-13127	49	9	predisposing	predispose	VERB
cet-13127	49	10	factor	factor	NOUN
cet-13127	49	11	,	,	PUNCT
cet-13127	49	12	while	while	SCONJ
cet-13127	49	13	the	the	DET
cet-13127	49	14	accumulated	accumulate	VERB
cet-13127	49	15	and	and	CCONJ
cet-13127	49	16	peak	peak	NOUN
cet-13127	49	17	rainfalls	rainfall	NOUN
cet-13127	49	18	represent	represent	VERB
cet-13127	49	19	the	the	DET
cet-13127	49	20	triggering	trigger	VERB
cet-13127	49	21	factor	factor	NOUN
cet-13127	49	22	.	.	PUNCT
cet-13127	50	1	since	since	SCONJ
cet-13127	50	2	a	a	DET
cet-13127	50	3	precise	precise	ADJ
cet-13127	50	4	knowledge	knowledge	NOUN
cet-13127	50	5	of	of	ADP
cet-13127	50	6	the	the	DET
cet-13127	50	7	exact	exact	ADJ
cet-13127	50	8	time	time	NOUN
cet-13127	50	9	of	of	ADP
cet-13127	50	10	the	the	DET
cet-13127	50	11	landslide	landslide	NOUN
cet-13127	50	12	occurrence	occurrence	NOUN
cet-13127	50	13	is	be	AUX
cet-13127	50	14	not	not	PART
cet-13127	50	15	available	available	ADJ
cet-13127	50	16	,	,	PUNCT
cet-13127	50	17	the	the	DET
cet-13127	50	18	accumulated	accumulate	VERB
cet-13127	50	19	and	and	CCONJ
cet-13127	50	20	peak	peak	NOUN
cet-13127	50	21	rain	rain	NOUN
cet-13127	50	22	data	datum	NOUN
cet-13127	50	23	are	be	AUX
cet-13127	50	24	calculated	calculate	VERB
cet-13127	50	25	from	from	ADP
cet-13127	50	26	00	00	PUNCT
cet-13127	50	27	utc	utc	PROPN
cet-13127	50	28	and	and	CCONJ
cet-13127	50	29	over	over	ADP
cet-13127	50	30	the	the	DET
cet-13127	50	31	whole	whole	ADJ
cet-13127	50	32	day	day	NOUN
cet-13127	50	33	.	.	PUNCT
cet-13127	51	1	the	the	DET
cet-13127	51	2	dataset	dataset	NOUN
cet-13127	51	3	used	use	VERB
cet-13127	51	4	for	for	ADP
cet-13127	51	5	the	the	DET
cet-13127	51	6	model	model	NOUN
cet-13127	51	7	training	training	NOUN
cet-13127	51	8	and	and	CCONJ
cet-13127	51	9	validation	validation	NOUN
cet-13127	51	10	,	,	PUNCT
cet-13127	51	11	was	be	AUX
cet-13127	51	12	provided	provide	VERB
cet-13127	51	13	by	by	ADP
cet-13127	51	14	the	the	DET
cet-13127	51	15	ligurian	ligurian	ADJ
cet-13127	51	16	regional	regional	ADJ
cet-13127	51	17	environmental	environmental	PROPN
cet-13127	51	18	protection	protection	PROPN
cet-13127	51	19	agency	agency	PROPN
cet-13127	51	20	(	(	PUNCT
cet-13127	51	21	arpal	arpal	ADJ
cet-13127	51	22	)	)	PUNCT
cet-13127	51	23	.	.	PUNCT
cet-13127	52	1	an	an	DET
cet-13127	52	2	example	example	NOUN
cet-13127	52	3	of	of	ADP
cet-13127	52	4	a	a	DET
cet-13127	52	5	soil	soil	NOUN
cet-13127	52	6	moisture	moisture	NOUN
cet-13127	52	7	map	map	NOUN
cet-13127	52	8	obtained	obtain	VERB
cet-13127	52	9	at	at	ADP
cet-13127	52	10	00:00	00:00	NUM
cet-13127	52	11	utc	utc	X
cet-13127	52	12	together	together	ADV
cet-13127	52	13	with	with	ADP
cet-13127	52	14	the	the	DET
cet-13127	52	15	location	location	NOUN
cet-13127	52	16	of	of	ADP
cet-13127	52	17	the	the	DET
cet-13127	52	18	rain	rain	NOUN
cet-13127	52	19	gauges	gauge	VERB
cet-13127	52	20	in	in	ADP
cet-13127	52	21	the	the	DET
cet-13127	52	22	explored	explore	VERB
cet-13127	52	23	pilot	pilot	NOUN
cet-13127	52	24	area	area	NOUN
cet-13127	52	25	is	be	AUX
cet-13127	52	26	shown	show	VERB
cet-13127	52	27	in	in	ADP
cet-13127	52	28	figure	figure	NOUN
cet-13127	52	29	1	1	NUM
cet-13127	52	30	.	.	NOUN
cet-13127	52	31	290	290	NUM
cet-13127	52	32	figure	figure	NOUN
cet-13127	52	33	1	1	NUM
cet-13127	52	34	:	:	PUNCT
cet-13127	52	35	example	example	NOUN
cet-13127	52	36	of	of	ADP
cet-13127	52	37	a	a	DET
cet-13127	52	38	soil	soil	NOUN
cet-13127	52	39	moisture	moisture	NOUN
cet-13127	52	40	map	map	NOUN
cet-13127	52	41	and	and	CCONJ
cet-13127	52	42	location	location	NOUN
cet-13127	52	43	of	of	ADP
cet-13127	52	44	rain	rain	NOUN
cet-13127	52	45	gauges	gauge	VERB
cet-13127	52	46	in	in	ADP
cet-13127	52	47	the	the	DET
cet-13127	52	48	investigated	investigate	VERB
cet-13127	52	49	west	west	PROPN
cet-13127	52	50	area	area	NOUN
cet-13127	52	51	of	of	ADP
cet-13127	52	52	liguria	liguria	PROPN
cet-13127	52	53	region	region	PROPN
cet-13127	52	54	,	,	PUNCT
cet-13127	52	55	italy	italy	PROPN
cet-13127	52	56	.	.	PUNCT
cet-13127	53	1	(	(	PUNCT
cet-13127	53	2	https://omirl.regione.liguria.it/	https://omirl.regione.liguria.it/	PROPN
cet-13127	53	3	)	)	PUNCT
cet-13127	53	4	.	.	PUNCT
cet-13127	54	1	the	the	DET
cet-13127	54	2	whole	whole	ADJ
cet-13127	54	3	province	province	NOUN
cet-13127	54	4	of	of	ADP
cet-13127	54	5	imperia	imperia	PROPN
cet-13127	54	6	was	be	AUX
cet-13127	54	7	considered	consider	VERB
cet-13127	54	8	for	for	ADP
cet-13127	54	9	the	the	DET
cet-13127	54	10	training	training	NOUN
cet-13127	54	11	and	and	CCONJ
cet-13127	54	12	test	test	NOUN
cet-13127	54	13	of	of	ADP
cet-13127	54	14	the	the	DET
cet-13127	54	15	model	model	NOUN
cet-13127	54	16	,	,	PUNCT
cet-13127	54	17	to	to	PART
cet-13127	54	18	increase	increase	VERB
cet-13127	54	19	the	the	DET
cet-13127	54	20	number	number	NOUN
cet-13127	54	21	of	of	ADP
cet-13127	54	22	observations	observation	NOUN
cet-13127	54	23	.	.	PUNCT
cet-13127	55	1	in	in	ADP
cet-13127	55	2	fact	fact	NOUN
cet-13127	55	3	,	,	PUNCT
cet-13127	55	4	albeit	albeit	SCONJ
cet-13127	55	5	the	the	DET
cet-13127	55	6	used	use	VERB
cet-13127	55	7	dataset	dataset	NOUN
cet-13127	55	8	covered	cover	VERB
cet-13127	55	9	6	6	NUM
cet-13127	55	10	years	year	NOUN
cet-13127	55	11	,	,	PUNCT
cet-13127	55	12	from	from	ADP
cet-13127	55	13	2014	2014	NUM
cet-13127	55	14	to	to	ADP
cet-13127	55	15	2019	2019	NUM
cet-13127	55	16	,	,	PUNCT
cet-13127	55	17	occurrence	occurrence	NOUN
cet-13127	55	18	of	of	ADP
cet-13127	55	19	landslides	landslide	NOUN
cet-13127	55	20	was	be	AUX
cet-13127	55	21	observed	observe	VERB
cet-13127	55	22	in	in	ADP
cet-13127	55	23	365	365	NUM
cet-13127	55	24	days	day	NOUN
cet-13127	55	25	only	only	ADV
cet-13127	55	26	.	.	PUNCT
cet-13127	56	1	preliminary	preliminary	ADJ
cet-13127	56	2	data	datum	NOUN
cet-13127	56	3	analysis	analysis	NOUN
cet-13127	56	4	(	(	PUNCT
cet-13127	56	5	pda	pda	NOUN
cet-13127	56	6	)	)	PUNCT
cet-13127	56	7	shows	show	VERB
cet-13127	56	8	that	that	SCONJ
cet-13127	56	9	the	the	DET
cet-13127	56	10	landslides	landslide	NOUN
cet-13127	56	11	dataset	dataset	VERB
cet-13127	56	12	is	be	AUX
cet-13127	56	13	heavily	heavily	ADV
cet-13127	56	14	unbalanced	unbalanced	ADJ
cet-13127	56	15	,	,	PUNCT
cet-13127	56	16	since	since	SCONJ
cet-13127	56	17	on	on	ADP
cet-13127	56	18	most	most	ADJ
cet-13127	56	19	of	of	ADP
cet-13127	56	20	the	the	DET
cet-13127	56	21	days	day	NOUN
cet-13127	56	22	no	no	DET
cet-13127	56	23	landslide	landslide	NOUN
cet-13127	56	24	events	event	NOUN
cet-13127	56	25	occurred	occur	VERB
cet-13127	56	26	,	,	PUNCT
cet-13127	56	27	therefore	therefore	ADV
cet-13127	56	28	,	,	PUNCT
cet-13127	56	29	the	the	DET
cet-13127	56	30	number	number	NOUN
cet-13127	56	31	of	of	ADP
cet-13127	56	32	events	event	NOUN
cet-13127	56	33	was	be	AUX
cet-13127	56	34	classified	classify	VERB
cet-13127	56	35	for	for	ADP
cet-13127	56	36	obtaining	obtain	VERB
cet-13127	56	37	homogeneous	homogeneous	ADJ
cet-13127	56	38	classes	class	NOUN
cet-13127	56	39	,	,	PUNCT
cet-13127	56	40	as	as	SCONJ
cet-13127	56	41	shown	show	VERB
cet-13127	56	42	in	in	ADP
cet-13127	56	43	table	table	NOUN
cet-13127	56	44	1	1	NUM
cet-13127	56	45	.	.	PUNCT
cet-13127	57	1	the	the	DET
cet-13127	57	2	classified	classified	ADJ
cet-13127	57	3	data	datum	NOUN
cet-13127	57	4	are	be	AUX
cet-13127	57	5	shown	show	VERB
cet-13127	57	6	in	in	ADP
cet-13127	57	7	figure	figure	NOUN
cet-13127	57	8	2	2	NUM
cet-13127	57	9	.	.	PUNCT
cet-13127	57	10	table	table	NOUN
cet-13127	57	11	1	1	NUM
cet-13127	57	12	:	:	PUNCT
cet-13127	57	13	classification	classification	NOUN
cet-13127	57	14	of	of	ADP
cet-13127	57	15	landslide	landslide	NOUN
cet-13127	57	16	events	event	NOUN
cet-13127	57	17	class	class	NOUN
cet-13127	57	18	(	(	PUNCT
cet-13127	57	19	label	label	NOUN
cet-13127	57	20	)	)	PUNCT
cet-13127	57	21	description	description	NOUN
cet-13127	57	22	hazard	hazard	NOUN
cet-13127	57	23	level	level	NOUN
cet-13127	57	24	nr	nr	NOUN
cet-13127	57	25	events	event	NOUN
cet-13127	57	26	1	1	NUM
cet-13127	57	27	few	few	ADJ
cet-13127	57	28	shallow	shallow	ADJ
cet-13127	57	29	landslides	landslide	NOUN
cet-13127	57	30	moderate	moderate	ADJ
cet-13127	57	31	hazard	hazard	NOUN
cet-13127	57	32	0	0	NUM
cet-13127	57	33	-	-	SYM
cet-13127	57	34	1	1	NUM
cet-13127	57	35	2	2	NUM
cet-13127	57	36	shallow	shallow	ADJ
cet-13127	57	37	landslides	landslide	NOUN
cet-13127	57	38	and	and	CCONJ
cet-13127	57	39	rapid	rapid	ADJ
cet-13127	57	40	mud	mud	NOUN
cet-13127	57	41	flows	flow	NOUN
cet-13127	57	42	of	of	ADP
cet-13127	57	43	limited	limited	ADJ
cet-13127	57	44	size	size	NOUN
cet-13127	57	45	medium	medium	ADJ
cet-13127	57	46	hazard	hazard	NOUN
cet-13127	57	47	2	2	NUM
cet-13127	57	48	-	-	SYM
cet-13127	57	49	3	3	NUM
cet-13127	57	50	3	3	NUM
cet-13127	57	51	slope	slope	NOUN
cet-13127	57	52	instability	instability	NOUN
cet-13127	57	53	high	high	ADJ
cet-13127	57	54	hazard	hazard	NOUN
cet-13127	57	55	3	3	NUM
cet-13127	57	56	+	+	CCONJ
cet-13127	57	57	during	during	ADP
cet-13127	57	58	training	training	NOUN
cet-13127	57	59	and	and	CCONJ
cet-13127	57	60	validation	validation	NOUN
cet-13127	57	61	,	,	PUNCT
cet-13127	57	62	the	the	DET
cet-13127	57	63	performance	performance	NOUN
cet-13127	57	64	of	of	ADP
cet-13127	57	65	the	the	DET
cet-13127	57	66	model	model	NOUN
cet-13127	57	67	on	on	ADP
cet-13127	57	68	different	different	ADJ
cet-13127	57	69	datasets	dataset	NOUN
cet-13127	57	70	is	be	AUX
cet-13127	57	71	measured	measure	VERB
cet-13127	57	72	,	,	PUNCT
cet-13127	57	73	exhibiting	exhibit	VERB
cet-13127	57	74	a	a	DET
cet-13127	57	75	good	good	ADJ
cet-13127	57	76	accuracy	accuracy	NOUN
cet-13127	57	77	,	,	PUNCT
cet-13127	57	78	as	as	SCONJ
cet-13127	57	79	shown	show	VERB
cet-13127	57	80	in	in	ADP
cet-13127	57	81	figure	figure	NOUN
cet-13127	57	82	2	2	NUM
cet-13127	57	83	left	leave	VERB
cet-13127	57	84	-	-	PUNCT
cet-13127	57	85	hand	hand	NOUN
cet-13127	57	86	side	side	NOUN
cet-13127	57	87	.	.	PUNCT
cet-13127	58	1	the	the	DET
cet-13127	58	2	metric	metric	NOUN
cet-13127	58	3	is	be	AUX
cet-13127	58	4	calculated	calculate	VERB
cet-13127	58	5	based	base	VERB
cet-13127	58	6	on	on	ADP
cet-13127	58	7	the	the	DET
cet-13127	58	8	predictions	prediction	NOUN
cet-13127	58	9	made	make	VERB
cet-13127	58	10	by	by	ADP
cet-13127	58	11	the	the	DET
cet-13127	58	12	model	model	NOUN
cet-13127	58	13	and	and	CCONJ
cet-13127	58	14	the	the	DET
cet-13127	58	15	true	true	ADJ
cet-13127	58	16	values	value	NOUN
cet-13127	58	17	of	of	ADP
cet-13127	58	18	the	the	DET
cet-13127	58	19	target	target	NOUN
cet-13127	58	20	variable	variable	NOUN
cet-13127	58	21	.	.	PUNCT
cet-13127	59	1	it	it	PRON
cet-13127	59	2	is	be	AUX
cet-13127	59	3	used	use	VERB
cet-13127	59	4	to	to	PART
cet-13127	59	5	measure	measure	VERB
cet-13127	59	6	the	the	DET
cet-13127	59	7	accuracy	accuracy	NOUN
cet-13127	59	8	of	of	ADP
cet-13127	59	9	the	the	DET
cet-13127	59	10	model	model	NOUN
cet-13127	59	11	as	as	SCONJ
cet-13127	59	12	it	it	PRON
cet-13127	59	13	is	be	AUX
cet-13127	59	14	being	be	AUX
cet-13127	59	15	trained	train	VERB
cet-13127	59	16	and	and	CCONJ
cet-13127	59	17	to	to	PART
cet-13127	59	18	guide	guide	VERB
cet-13127	59	19	the	the	DET
cet-13127	59	20	training	training	NOUN
cet-13127	59	21	process	process	NOUN
cet-13127	59	22	.	.	PUNCT
cet-13127	60	1	the	the	DET
cet-13127	60	2	performance	performance	NOUN
cet-13127	60	3	of	of	ADP
cet-13127	60	4	the	the	DET
cet-13127	60	5	model	model	NOUN
cet-13127	60	6	on	on	ADP
cet-13127	60	7	the	the	DET
cet-13127	60	8	validation	validation	NOUN
cet-13127	60	9	set	set	NOUN
cet-13127	60	10	can	can	AUX
cet-13127	60	11	be	be	AUX
cet-13127	60	12	used	use	VERB
cet-13127	60	13	to	to	PART
cet-13127	60	14	tune	tune	VERB
cet-13127	60	15	the	the	DET
cet-13127	60	16	model	model	NOUN
cet-13127	60	17	's	's	PART
cet-13127	60	18	hyperparameters	hyperparameter	NOUN
cet-13127	60	19	and	and	CCONJ
cet-13127	60	20	to	to	PART
cet-13127	60	21	assess	assess	VERB
cet-13127	60	22	the	the	DET
cet-13127	60	23	model	model	NOUN
cet-13127	60	24	's	's	PART
cet-13127	60	25	generalization	generalization	NOUN
cet-13127	60	26	ability	ability	NOUN
cet-13127	60	27	,	,	PUNCT
cet-13127	60	28	or	or	CCONJ
cet-13127	60	29	its	its	PRON
cet-13127	60	30	ability	ability	NOUN
cet-13127	60	31	to	to	PART
cet-13127	60	32	make	make	VERB
cet-13127	60	33	accurate	accurate	ADJ
cet-13127	60	34	predictions	prediction	NOUN
cet-13127	60	35	on	on	ADP
cet-13127	60	36	unseen	unseen	ADJ
cet-13127	60	37	data	datum	NOUN
cet-13127	60	38	.	.	PUNCT
cet-13127	61	1	figure	figure	VERB
cet-13127	61	2	2	2	NUM
cet-13127	61	3	:	:	PUNCT
cet-13127	61	4	classification	classification	NOUN
cet-13127	61	5	of	of	ADP
cet-13127	61	6	landslides	landslide	NOUN
cet-13127	61	7	events	event	NOUN
cet-13127	61	8	in	in	ADP
cet-13127	61	9	the	the	DET
cet-13127	61	10	training	training	NOUN
cet-13127	61	11	and	and	CCONJ
cet-13127	61	12	test	test	NOUN
cet-13127	61	13	set	set	VERB
cet-13127	61	14	.	.	PUNCT
cet-13127	62	1	the	the	DET
cet-13127	62	2	most	most	ADV
cet-13127	62	3	appropriate	appropriate	ADJ
cet-13127	62	4	metric	metric	NOUN
cet-13127	62	5	for	for	ADP
cet-13127	62	6	the	the	DET
cet-13127	62	7	purpose	purpose	NOUN
cet-13127	62	8	of	of	ADP
cet-13127	62	9	the	the	DET
cet-13127	62	10	implemented	implement	VERB
cet-13127	62	11	model	model	NOUN
cet-13127	62	12	is	be	AUX
cet-13127	62	13	multi	multi	ADJ
cet-13127	62	14	log	log	NOUN
cet-13127	62	15	-	-	PUNCT
cet-13127	62	16	loss	loss	NOUN
cet-13127	62	17	.	.	PUNCT
cet-13127	63	1	multi	multi	ADJ
cet-13127	63	2	log	log	NOUN
cet-13127	63	3	-	-	PUNCT
cet-13127	63	4	loss	loss	NOUN
cet-13127	63	5	is	be	AUX
cet-13127	63	6	used	use	VERB
cet-13127	63	7	to	to	PART
cet-13127	63	8	evaluate	evaluate	VERB
cet-13127	63	9	the	the	DET
cet-13127	63	10	performance	performance	NOUN
cet-13127	63	11	of	of	ADP
cet-13127	63	12	a	a	DET
cet-13127	63	13	classification	classification	NOUN
cet-13127	63	14	model	model	NOUN
cet-13127	63	15	.	.	PUNCT
cet-13127	64	1	it	it	PRON
cet-13127	64	2	is	be	AUX
cet-13127	64	3	based	base	VERB
cet-13127	64	4	on	on	ADP
cet-13127	64	5	the	the	DET
cet-13127	64	6	concept	concept	NOUN
cet-13127	64	7	of	of	ADP
cet-13127	64	8	cross	cross	ADJ
cet-13127	64	9	-	-	ADJ
cet-13127	64	10	entropy	entropy	ADJ
cet-13127	64	11	loss	loss	NOUN
cet-13127	64	12	,	,	PUNCT
cet-13127	64	13	which	which	PRON
cet-13127	64	14	is	be	AUX
cet-13127	64	15	a	a	DET
cet-13127	64	16	measure	measure	NOUN
cet-13127	64	17	of	of	ADP
cet-13127	64	18	the	the	DET
cet-13127	64	19	difference	difference	NOUN
cet-13127	64	20	between	between	ADP
cet-13127	64	21	the	the	DET
cet-13127	64	22	predicted	predict	VERB
cet-13127	64	23	probability	probability	NOUN
cet-13127	64	24	distribution	distribution	NOUN
cet-13127	64	25	and	and	CCONJ
cet-13127	64	26	the	the	DET
cet-13127	64	27	true	true	ADJ
cet-13127	64	28	probability	probability	NOUN
cet-13127	64	29	distribution	distribution	NOUN
cet-13127	64	30	for	for	ADP
cet-13127	64	31	a	a	DET
cet-13127	64	32	given	give	VERB
cet-13127	64	33	set	set	NOUN
cet-13127	64	34	of	of	ADP
cet-13127	64	35	data	datum	NOUN
cet-13127	64	36	.	.	PUNCT
cet-13127	65	1	multi	multi	ADJ
cet-13127	65	2	log	log	NOUN
cet-13127	65	3	-	-	PUNCT
cet-13127	65	4	loss	loss	NOUN
cet-13127	65	5	is	be	AUX
cet-13127	65	6	used	use	VERB
cet-13127	65	7	to	to	PART
cet-13127	65	8	compare	compare	VERB
cet-13127	65	9	the	the	DET
cet-13127	65	10	predicted	predict	VERB
cet-13127	65	11	probability	probability	NOUN
cet-13127	65	12	distribution	distribution	NOUN
cet-13127	65	13	for	for	ADP
cet-13127	65	14	each	each	DET
cet-13127	65	15	class	class	NOUN
cet-13127	65	16	with	with	ADP
cet-13127	65	17	the	the	DET
cet-13127	65	18	true	true	ADJ
cet-13127	65	19	probability	probability	NOUN
cet-13127	65	20	distribution	distribution	NOUN
cet-13127	65	21	,	,	PUNCT
cet-13127	65	22	which	which	PRON
cet-13127	65	23	is	be	AUX
cet-13127	65	24	represented	represent	VERB
cet-13127	65	25	by	by	ADP
cet-13127	65	26	a	a	DET
cet-13127	65	27	binary	binary	ADJ
cet-13127	65	28	indicator	indicator	NOUN
cet-13127	65	29	variable	variable	NOUN
cet-13127	65	30	that	that	PRON
cet-13127	65	31	takes	take	VERB
cet-13127	65	32	on	on	ADP
cet-13127	65	33	a	a	DET
cet-13127	65	34	value	value	NOUN
cet-13127	65	35	of	of	ADP
cet-13127	65	36	1	1	NUM
cet-13127	65	37	for	for	ADP
cet-13127	65	38	the	the	DET
cet-13127	65	39	true	true	ADJ
cet-13127	65	40	class	class	NOUN
cet-13127	65	41	and	and	CCONJ
cet-13127	65	42	0	0	NUM
cet-13127	65	43	for	for	ADP
cet-13127	65	44	all	all	DET
cet-13127	65	45	other	other	ADJ
cet-13127	65	46	classes	class	NOUN
cet-13127	65	47	.	.	PUNCT
cet-13127	66	1	as	as	SCONJ
cet-13127	66	2	presented	present	VERB
cet-13127	66	3	in	in	ADP
cet-13127	66	4	result	result	NOUN
cet-13127	66	5	section	section	NOUN
cet-13127	66	6	,	,	PUNCT
cet-13127	66	7	the	the	DET
cet-13127	66	8	prediction	prediction	NOUN
cet-13127	66	9	accuracy	accuracy	NOUN
cet-13127	66	10	is	be	AUX
cet-13127	66	11	represented	represent	VERB
cet-13127	66	12	by	by	ADP
cet-13127	66	13	a	a	DET
cet-13127	66	14	confusion	confusion	NOUN
cet-13127	66	15	matrix	matrix	NOUN
cet-13127	66	16	presenting	present	VERB
cet-13127	66	17	information	information	NOUN
cet-13127	66	18	about	about	ADP
cet-13127	66	19	the	the	DET
cet-13127	66	20	true	true	ADJ
cet-13127	66	21	positive	positive	ADJ
cet-13127	66	22	,	,	PUNCT
cet-13127	66	23	true	true	ADJ
cet-13127	66	24	negative	negative	ADJ
cet-13127	66	25	,	,	PUNCT
cet-13127	66	26	false	false	ADJ
cet-13127	66	27	positive	positive	ADJ
cet-13127	66	28	,	,	PUNCT
cet-13127	66	29	and	and	CCONJ
cet-13127	66	30	false	false	ADJ
cet-13127	66	31	negative	negative	ADJ
cet-13127	66	32	predictions	prediction	NOUN
cet-13127	66	33	obtained	obtain	VERB
cet-13127	66	34	by	by	ADP
cet-13127	66	35	the	the	DET
cet-13127	66	36	model	model	NOUN
cet-13127	66	37	.	.	PUNCT
cet-13127	67	1	the	the	DET
cet-13127	67	2	true	true	ADJ
cet-13127	67	3	positive	positive	ADJ
cet-13127	67	4	rate	rate	NOUN
cet-13127	67	5	(	(	PUNCT
cet-13127	67	6	tpr	tpr	NOUN
cet-13127	67	7	)	)	PUNCT
cet-13127	67	8	and	and	CCONJ
cet-13127	67	9	false	false	ADJ
cet-13127	67	10	positive	positive	ADJ
cet-13127	67	11	rate	rate	NOUN
cet-13127	67	12	(	(	PUNCT
cet-13127	67	13	fpr	fpr	NOUN
cet-13127	67	14	)	)	PUNCT
cet-13127	67	15	can	can	AUX
cet-13127	67	16	be	be	AUX
cet-13127	67	17	calculated	calculate	VERB
cet-13127	67	18	from	from	ADP
cet-13127	67	19	the	the	DET
cet-13127	67	20	confusion	confusion	NOUN
cet-13127	67	21	matrix	matrix	NOUN
cet-13127	67	22	and	and	CCONJ
cet-13127	67	23	are	be	AUX
cet-13127	67	24	used	use	VERB
cet-13127	67	25	to	to	PART
cet-13127	67	26	evaluate	evaluate	VERB
cet-13127	67	27	the	the	DET
cet-13127	67	28	model	model	NOUN
cet-13127	67	29	's	's	PART
cet-13127	67	30	performance	performance	NOUN
cet-13127	67	31	.	.	PUNCT
cet-13127	68	1	the	the	DET
cet-13127	68	2	consistency	consistency	NOUN
cet-13127	68	3	of	of	ADP
cet-13127	68	4	the	the	DET
cet-13127	68	5	predictive	predictive	ADJ
cet-13127	68	6	model	model	NOUN
cet-13127	68	7	is	be	AUX
cet-13127	68	8	evident	evident	ADJ
cet-13127	68	9	by	by	ADP
cet-13127	68	10	the	the	DET
cet-13127	68	11	calculation	calculation	NOUN
cet-13127	68	12	of	of	ADP
cet-13127	68	13	the	the	DET
cet-13127	68	14	feature	feature	NOUN
cet-13127	68	15	importance	importance	NOUN
cet-13127	68	16	,	,	PUNCT
cet-13127	68	17	which	which	PRON
cet-13127	68	18	refers	refer	VERB
cet-13127	68	19	to	to	ADP
cet-13127	68	20	the	the	DET
cet-13127	68	21	relative	relative	ADJ
cet-13127	68	22	contribution	contribution	NOUN
cet-13127	68	23	of	of	ADP
cet-13127	68	24	each	each	DET
cet-13127	68	25	feature	feature	NOUN
cet-13127	68	26	(	(	PUNCT
cet-13127	68	27	also	also	ADV
cet-13127	68	28	known	know	VERB
cet-13127	68	29	as	as	ADP
cet-13127	68	30	a	a	DET
cet-13127	68	31	predictor	predictor	NOUN
cet-13127	68	32	,	,	PUNCT
cet-13127	68	33	or	or	CCONJ
cet-13127	68	34	input	input	NOUN
cet-13127	68	35	variable	variable	NOUN
cet-13127	68	36	)	)	PUNCT
cet-13127	68	37	to	to	ADP
cet-13127	68	38	the	the	DET
cet-13127	68	39	model	model	NOUN
cet-13127	68	40	predictions	prediction	NOUN
cet-13127	68	41	(	(	PUNCT
cet-13127	68	42	vairo	vairo	PROPN
cet-13127	68	43	et	et	PROPN
cet-13127	68	44	al	al	PROPN
cet-13127	68	45	.	.	PROPN
cet-13127	68	46	,	,	PUNCT
cet-13127	68	47	2023a	2023a	NUM
cet-13127	68	48	)	)	PUNCT
cet-13127	68	49	.	.	PUNCT
cet-13127	69	1	features	feature	NOUN
cet-13127	69	2	that	that	PRON
cet-13127	69	3	are	be	AUX
cet-13127	69	4	more	more	ADV
cet-13127	69	5	important	important	ADJ
cet-13127	69	6	exert	exert	VERB
cet-13127	69	7	a	a	DET
cet-13127	69	8	larger	large	ADJ
cet-13127	69	9	impact	impact	NOUN
cet-13127	69	10	on	on	ADP
cet-13127	69	11	the	the	DET
cet-13127	69	12	model	model	NOUN
cet-13127	69	13	predictions	prediction	NOUN
cet-13127	69	14	and	and	CCONJ
cet-13127	69	15	are	be	AUX
cet-13127	69	16	291	291	NUM
cet-13127	69	17	https://omirl.regione.liguria.it/	https://omirl.regione.liguria.it/	NOUN
cet-13127	69	18	more	more	ADV
cet-13127	69	19	relevant	relevant	ADJ
cet-13127	69	20	to	to	ADP
cet-13127	69	21	the	the	DET
cet-13127	69	22	problem	problem	NOUN
cet-13127	69	23	-	-	PUNCT
cet-13127	69	24	solving	solve	VERB
cet-13127	69	25	item	item	NOUN
cet-13127	69	26	.	.	PUNCT
cet-13127	70	1	as	as	SCONJ
cet-13127	70	2	reported	report	VERB
cet-13127	70	3	in	in	ADP
cet-13127	70	4	figure	figure	NOUN
cet-13127	70	5	3	3	NUM
cet-13127	70	6	,	,	PUNCT
cet-13127	70	7	the	the	DET
cet-13127	70	8	feature	feature	NOUN
cet-13127	70	9	importance	importance	NOUN
cet-13127	70	10	is	be	AUX
cet-13127	70	11	measured	measure	VERB
cet-13127	70	12	by	by	ADP
cet-13127	70	13	the	the	DET
cet-13127	70	14	coverage	coverage	NOUN
cet-13127	70	15	,	,	PUNCT
cet-13127	70	16	i.e.	i.e.	X
cet-13127	70	17	,	,	PUNCT
cet-13127	70	18	the	the	DET
cet-13127	70	19	number	number	NOUN
cet-13127	70	20	of	of	ADP
cet-13127	70	21	times	time	NOUN
cet-13127	70	22	that	that	SCONJ
cet-13127	70	23	the	the	DET
cet-13127	70	24	feature	feature	NOUN
cet-13127	70	25	is	be	AUX
cet-13127	70	26	used	use	VERB
cet-13127	70	27	to	to	PART
cet-13127	70	28	split	split	VERB
cet-13127	70	29	the	the	DET
cet-13127	70	30	data	datum	NOUN
cet-13127	70	31	into	into	ADP
cet-13127	70	32	the	the	DET
cet-13127	70	33	model	model	NOUN
cet-13127	70	34	's	's	PART
cet-13127	70	35	decision	decision	NOUN
cet-13127	70	36	trees	tree	NOUN
cet-13127	70	37	,	,	PUNCT
cet-13127	70	38	providing	provide	VERB
cet-13127	70	39	in	in	ADP
cet-13127	70	40	this	this	DET
cet-13127	70	41	way	way	NOUN
cet-13127	70	42	a	a	DET
cet-13127	70	43	clear	clear	ADJ
cet-13127	70	44	assessment	assessment	NOUN
cet-13127	70	45	of	of	ADP
cet-13127	70	46	the	the	DET
cet-13127	70	47	model	model	NOUN
cet-13127	70	48	explainability	explainability	NOUN
cet-13127	70	49	.	.	PUNCT
cet-13127	71	1	figure	figure	VERB
cet-13127	71	2	3	3	NUM
cet-13127	71	3	:	:	PUNCT
cet-13127	71	4	model	model	NOUN
cet-13127	71	5	explainability	explainability	NOUN
cet-13127	71	6	assessment	assessment	NOUN
cet-13127	71	7	based	base	VERB
cet-13127	71	8	on	on	ADP
cet-13127	71	9	feature	feature	NOUN
cet-13127	71	10	importance	importance	NOUN
cet-13127	71	11	.	.	PUNCT
cet-13127	72	1	4	4	X
cet-13127	72	2	.	.	NOUN
cet-13127	72	3	results	result	NOUN
cet-13127	72	4	and	and	CCONJ
cet-13127	72	5	discussion	discussion	NOUN
cet-13127	72	6	figure	figure	NOUN
cet-13127	72	7	4(a	4(a	NUM
cet-13127	72	8	)	)	PUNCT
cet-13127	72	9	presents	present	VERB
cet-13127	72	10	the	the	DET
cet-13127	72	11	performance	performance	NOUN
cet-13127	72	12	results	result	NOUN
cet-13127	72	13	of	of	ADP
cet-13127	72	14	the	the	DET
cet-13127	72	15	training	training	NOUN
cet-13127	72	16	phase	phase	NOUN
cet-13127	72	17	of	of	ADP
cet-13127	72	18	the	the	DET
cet-13127	72	19	model	model	NOUN
cet-13127	72	20	.	.	PUNCT
cet-13127	73	1	figure	figure	VERB
cet-13127	73	2	4(b	4(b	NUM
cet-13127	73	3	)	)	PUNCT
cet-13127	74	1	,	,	PUNCT
cet-13127	74	2	shows	show	VERB
cet-13127	74	3	a	a	DET
cet-13127	74	4	graphical	graphical	ADJ
cet-13127	74	5	representation	representation	NOUN
cet-13127	74	6	of	of	ADP
cet-13127	74	7	the	the	DET
cet-13127	74	8	prediction	prediction	NOUN
cet-13127	74	9	accuracy	accuracy	NOUN
cet-13127	74	10	by	by	ADP
cet-13127	74	11	the	the	DET
cet-13127	74	12	confusion	confusion	NOUN
cet-13127	74	13	matrix	matrix	NOUN
cet-13127	74	14	.	.	PUNCT
cet-13127	75	1	tpr	tpr	NOUN
cet-13127	75	2	,	,	PUNCT
cet-13127	75	3	also	also	ADV
cet-13127	75	4	known	know	VERB
cet-13127	75	5	as	as	ADP
cet-13127	75	6	sensitivity	sensitivity	NOUN
cet-13127	75	7	or	or	CCONJ
cet-13127	75	8	recall	recall	NOUN
cet-13127	75	9	,	,	PUNCT
cet-13127	75	10	is	be	AUX
cet-13127	75	11	the	the	DET
cet-13127	75	12	number	number	NOUN
cet-13127	75	13	of	of	ADP
cet-13127	75	14	true	true	ADJ
cet-13127	75	15	positive	positive	ADJ
cet-13127	75	16	predictions	prediction	NOUN
cet-13127	75	17	made	make	VERB
cet-13127	75	18	by	by	ADP
cet-13127	75	19	the	the	DET
cet-13127	75	20	model	model	NOUN
cet-13127	75	21	divided	divide	VERB
cet-13127	75	22	by	by	ADP
cet-13127	75	23	the	the	DET
cet-13127	75	24	total	total	ADJ
cet-13127	75	25	number	number	NOUN
cet-13127	75	26	of	of	ADP
cet-13127	75	27	positive	positive	ADJ
cet-13127	75	28	cases	case	NOUN
cet-13127	75	29	in	in	ADP
cet-13127	75	30	the	the	DET
cet-13127	75	31	data	datum	NOUN
cet-13127	75	32	.	.	PUNCT
cet-13127	76	1	fpr	fpr	PROPN
cet-13127	76	2	is	be	AUX
cet-13127	76	3	the	the	DET
cet-13127	76	4	number	number	NOUN
cet-13127	76	5	of	of	ADP
cet-13127	76	6	false	false	ADJ
cet-13127	76	7	positive	positive	ADJ
cet-13127	76	8	predictions	prediction	NOUN
cet-13127	76	9	by	by	ADP
cet-13127	76	10	the	the	DET
cet-13127	76	11	model	model	NOUN
cet-13127	76	12	divided	divide	VERB
cet-13127	76	13	by	by	ADP
cet-13127	76	14	the	the	DET
cet-13127	76	15	total	total	ADJ
cet-13127	76	16	number	number	NOUN
cet-13127	76	17	of	of	ADP
cet-13127	76	18	negative	negative	ADJ
cet-13127	76	19	cases	case	NOUN
cet-13127	76	20	in	in	ADP
cet-13127	76	21	the	the	DET
cet-13127	76	22	data	datum	NOUN
cet-13127	76	23	.	.	PUNCT
cet-13127	77	1	the	the	DET
cet-13127	77	2	landslide	landslide	NOUN
cet-13127	77	3	predictive	predictive	ADJ
cet-13127	77	4	model	model	NOUN
cet-13127	77	5	has	have	VERB
cet-13127	77	6	a	a	DET
cet-13127	77	7	fairly	fairly	ADV
cet-13127	77	8	good	good	ADJ
cet-13127	77	9	accuracy	accuracy	NOUN
cet-13127	77	10	,	,	PUNCT
cet-13127	77	11	even	even	ADV
cet-13127	77	12	though	though	SCONJ
cet-13127	77	13	a	a	DET
cet-13127	77	14	slight	slight	ADJ
cet-13127	77	15	underestimation	underestimation	NOUN
cet-13127	77	16	in	in	ADP
cet-13127	77	17	identifying	identify	VERB
cet-13127	77	18	class	class	NOUN
cet-13127	77	19	2	2	NUM
cet-13127	77	20	events	event	NOUN
cet-13127	77	21	is	be	AUX
cet-13127	77	22	evident	evident	ADJ
cet-13127	77	23	in	in	ADP
cet-13127	77	24	the	the	DET
cet-13127	77	25	confusion	confusion	NOUN
cet-13127	77	26	matrix	matrix	NOUN
cet-13127	77	27	.	.	PUNCT
cet-13127	78	1	as	as	ADP
cet-13127	78	2	a	a	DET
cet-13127	78	3	refinement	refinement	NOUN
cet-13127	78	4	,	,	PUNCT
cet-13127	78	5	an	an	DET
cet-13127	78	6	enlarged	enlarged	ADJ
cet-13127	78	7	dataset	dataset	NOUN
cet-13127	78	8	is	be	AUX
cet-13127	78	9	currently	currently	ADV
cet-13127	78	10	under	under	ADP
cet-13127	78	11	testing	testing	NOUN
cet-13127	78	12	,	,	PUNCT
cet-13127	78	13	adopting	adopt	VERB
cet-13127	78	14	different	different	ADJ
cet-13127	78	15	models	model	NOUN
cet-13127	78	16	and	and	CCONJ
cet-13127	78	17	a	a	DET
cet-13127	78	18	wider	wide	ADJ
cet-13127	78	19	and	and	CCONJ
cet-13127	78	20	more	more	ADV
cet-13127	78	21	detailed	detailed	ADJ
cet-13127	78	22	dataset	dataset	NOUN
cet-13127	78	23	,	,	PUNCT
cet-13127	78	24	as	as	ADV
cet-13127	78	25	long	long	ADV
cet-13127	78	26	as	as	SCONJ
cet-13127	78	27	new	new	ADJ
cet-13127	78	28	processed	process	VERB
cet-13127	78	29	data	datum	NOUN
cet-13127	78	30	are	be	AUX
cet-13127	78	31	available	available	ADJ
cet-13127	78	32	.	.	PUNCT
cet-13127	79	1	figure	figure	VERB
cet-13127	79	2	4	4	NUM
cet-13127	79	3	:	:	PUNCT
cet-13127	79	4	(	(	PUNCT
cet-13127	79	5	a	a	X
cet-13127	79	6	)	)	PUNCT
cet-13127	79	7	left	left	ADJ
cet-13127	79	8	-	-	PUNCT
cet-13127	79	9	hand	hand	NOUN
cet-13127	79	10	side	side	NOUN
cet-13127	79	11	:	:	PUNCT
cet-13127	80	1	metric	metric	ADJ
cet-13127	80	2	during	during	ADP
cet-13127	80	3	the	the	DET
cet-13127	80	4	model	model	NOUN
cet-13127	80	5	training	training	NOUN
cet-13127	80	6	.	.	PUNCT
cet-13127	81	1	(	(	PUNCT
cet-13127	81	2	b	b	X
cet-13127	81	3	)	)	PUNCT
cet-13127	81	4	right	right	ADJ
cet-13127	81	5	-	-	PUNCT
cet-13127	81	6	hand	hand	NOUN
cet-13127	81	7	side	side	NOUN
cet-13127	81	8	:	:	PUNCT
cet-13127	81	9	confusion	confusion	NOUN
cet-13127	81	10	matrix	matrix	NOUN
cet-13127	81	11	.	.	PUNCT
cet-13127	82	1	for	for	ADP
cet-13127	82	2	assessing	assess	VERB
cet-13127	82	3	the	the	DET
cet-13127	82	4	natech	natech	ADJ
cet-13127	82	5	risk	risk	NOUN
cet-13127	82	6	for	for	ADP
cet-13127	82	7	an	an	DET
cet-13127	82	8	lpg	lpg	NOUN
cet-13127	82	9	storage	storage	NOUN
cet-13127	82	10	facility	facility	NOUN
cet-13127	82	11	in	in	ADP
cet-13127	82	12	a	a	DET
cet-13127	82	13	landslide	landslide	NOUN
cet-13127	82	14	sensitive	sensitive	ADJ
cet-13127	82	15	zone	zone	NOUN
cet-13127	82	16	,	,	PUNCT
cet-13127	82	17	starting	start	VERB
cet-13127	82	18	from	from	ADP
cet-13127	82	19	the	the	DET
cet-13127	82	20	framework	framework	NOUN
cet-13127	82	21	outlined	outline	VERB
cet-13127	82	22	in	in	ADP
cet-13127	82	23	vairo	vairo	PROPN
cet-13127	82	24	et	et	PROPN
cet-13127	82	25	al	al	PROPN
cet-13127	82	26	.	.	PROPN
cet-13127	82	27	(	(	PUNCT
cet-13127	82	28	2023b	2023b	NUM
cet-13127	82	29	)	)	PUNCT
cet-13127	82	30	,	,	PUNCT
cet-13127	82	31	the	the	DET
cet-13127	82	32	following	follow	VERB
cet-13127	82	33	interdependencies	interdependency	NOUN
cet-13127	82	34	need	need	VERB
cet-13127	82	35	to	to	PART
cet-13127	82	36	be	be	AUX
cet-13127	82	37	thoroughly	thoroughly	ADV
cet-13127	82	38	evaluated	evaluate	VERB
cet-13127	82	39	.	.	PUNCT
cet-13127	83	1	1	1	X
cet-13127	83	2	.	.	X
cet-13127	84	1	how	how	SCONJ
cet-13127	84	2	the	the	DET
cet-13127	84	3	adversity	adversity	NOUN
cet-13127	84	4	affects	affect	VERB
cet-13127	84	5	the	the	DET
cet-13127	84	6	system	system	NOUN
cet-13127	84	7	.	.	PUNCT
cet-13127	85	1	2	2	X
cet-13127	85	2	.	.	X
cet-13127	85	3	how	how	SCONJ
cet-13127	85	4	the	the	DET
cet-13127	85	5	system	system	NOUN
cet-13127	85	6	,	,	PUNCT
cet-13127	85	7	when	when	SCONJ
cet-13127	85	8	subjected	subject	VERB
cet-13127	85	9	to	to	ADP
cet-13127	85	10	the	the	DET
cet-13127	85	11	adversity	adversity	NOUN
cet-13127	85	12	,	,	PUNCT
cet-13127	85	13	delivers	deliver	VERB
cet-13127	85	14	the	the	DET
cet-13127	85	15	capability	capability	NOUN
cet-13127	85	16	of	of	ADP
cet-13127	85	17	interest	interest	NOUN
cet-13127	85	18	.	.	PUNCT
cet-13127	86	1	3	3	X
cet-13127	86	2	.	.	X
cet-13127	86	3	what	what	PRON
cet-13127	86	4	is	be	AUX
cet-13127	86	5	the	the	DET
cet-13127	86	6	quality	quality	NOUN
cet-13127	86	7	of	of	ADP
cet-13127	86	8	the	the	DET
cet-13127	86	9	delivered	deliver	VERB
cet-13127	86	10	capability	capability	NOUN
cet-13127	86	11	gaged	gage	VERB
cet-13127	86	12	against	against	ADP
cet-13127	86	13	the	the	DET
cet-13127	86	14	required	require	VERB
cet-13127	86	15	capability	capability	NOUN
cet-13127	86	16	.	.	PUNCT
cet-13127	87	1	in	in	ADP
cet-13127	87	2	the	the	DET
cet-13127	87	3	analyzed	analyze	VERB
cet-13127	87	4	case	case	NOUN
cet-13127	87	5	study	study	NOUN
cet-13127	87	6	,	,	PUNCT
cet-13127	87	7	the	the	DET
cet-13127	87	8	adversity	adversity	NOUN
cet-13127	87	9	is	be	AUX
cet-13127	87	10	a	a	DET
cet-13127	87	11	landslide	landslide	NOUN
cet-13127	87	12	,	,	PUNCT
cet-13127	87	13	the	the	DET
cet-13127	87	14	system	system	NOUN
cet-13127	87	15	is	be	AUX
cet-13127	87	16	an	an	DET
cet-13127	87	17	lpg	lpg	NOUN
cet-13127	87	18	storage	storage	NOUN
cet-13127	87	19	facility	facility	NOUN
cet-13127	87	20	,	,	PUNCT
cet-13127	87	21	and	and	CCONJ
cet-13127	87	22	the	the	DET
cet-13127	87	23	capability	capability	NOUN
cet-13127	87	24	of	of	ADP
cet-13127	87	25	interest	interest	NOUN
cet-13127	87	26	is	be	AUX
cet-13127	87	27	the	the	DET
cet-13127	87	28	system	system	NOUN
cet-13127	87	29	safety	safety	NOUN
cet-13127	87	30	.	.	PUNCT
cet-13127	88	1	natech	natech	ADJ
cet-13127	88	2	risk	risk	NOUN
cet-13127	88	3	reduction	reduction	NOUN
cet-13127	88	4	implies	imply	VERB
cet-13127	88	5	reducing	reduce	VERB
cet-13127	88	6	both	both	DET
cet-13127	88	7	likelihood	likelihood	NOUN
cet-13127	88	8	and	and	CCONJ
cet-13127	88	9	severity	severity	NOUN
cet-13127	88	10	,	,	PUNCT
cet-13127	88	11	in	in	ADP
cet-13127	88	12	particular	particular	ADJ
cet-13127	88	13	by	by	ADP
cet-13127	88	14	implementing	implement	VERB
cet-13127	88	15	the	the	DET
cet-13127	88	16	efficiency	efficiency	NOUN
cet-13127	88	17	of	of	ADP
cet-13127	88	18	safety	safety	NOUN
cet-13127	88	19	barriers	barrier	NOUN
cet-13127	88	20	and	and	CCONJ
cet-13127	88	21	emergency	emergency	NOUN
cet-13127	88	22	response	response	NOUN
cet-13127	88	23	measures	measure	NOUN
cet-13127	88	24	.	.	PUNCT
cet-13127	89	1	the	the	DET
cet-13127	89	2	natech	natech	ADJ
cet-13127	89	3	hazard	hazard	NOUN
cet-13127	89	4	identification	identification	NOUN
cet-13127	89	5	,	,	PUNCT
cet-13127	89	6	showing	show	VERB
cet-13127	89	7	the	the	DET
cet-13127	89	8	interaction	interaction	NOUN
cet-13127	89	9	between	between	ADP
cet-13127	89	10	the	the	DET
cet-13127	89	11	landslide	landslide	NOUN
cet-13127	89	12	and	and	CCONJ
cet-13127	89	13	the	the	DET
cet-13127	89	14	given	give	VERB
cet-13127	89	15	technological	technological	ADJ
cet-13127	89	16	installation	installation	NOUN
cet-13127	89	17	including	include	VERB
cet-13127	89	18	final	final	ADJ
cet-13127	89	19	outcomes	outcome	NOUN
cet-13127	89	20	,	,	PUNCT
cet-13127	89	21	is	be	AUX
cet-13127	89	22	schematized	schematize	VERB
cet-13127	89	23	in	in	ADP
cet-13127	89	24	table	table	NOUN
cet-13127	89	25	2	2	NUM
cet-13127	89	26	according	accord	VERB
cet-13127	89	27	to	to	ADP
cet-13127	89	28	the	the	DET
cet-13127	89	29	form	form	NOUN
cet-13127	89	30	of	of	ADP
cet-13127	89	31	unconditional	unconditional	ADJ
cet-13127	89	32	event	event	NOUN
cet-13127	89	33	tree	tree	NOUN
cet-13127	89	34	.	.	PUNCT
cet-13127	90	1	here	here	ADV
cet-13127	90	2	the	the	DET
cet-13127	90	3	role	role	NOUN
cet-13127	90	4	of	of	ADP
cet-13127	90	5	personnel	personnel	NOUN
cet-13127	90	6	and	and	CCONJ
cet-13127	90	7	management	management	NOUN
cet-13127	90	8	should	should	AUX
cet-13127	90	9	be	be	AUX
cet-13127	90	10	properly	properly	ADV
cet-13127	90	11	expanded	expand	VERB
cet-13127	90	12	to	to	PART
cet-13127	90	13	cover	cover	VERB
cet-13127	90	14	a	a	DET
cet-13127	90	15	number	number	NOUN
cet-13127	90	16	of	of	ADP
cet-13127	90	17	relevant	relevant	ADJ
cet-13127	90	18	items	item	NOUN
cet-13127	90	19	e.g.	e.g.	ADV
cet-13127	90	20	,	,	PUNCT
cet-13127	90	21	procedures	procedure	NOUN
cet-13127	90	22	,	,	PUNCT
cet-13127	90	23	education	education	NOUN
cet-13127	90	24	,	,	PUNCT
cet-13127	90	25	accountability	accountability	NOUN
cet-13127	90	26	and	and	CCONJ
cet-13127	90	27	motivation	motivation	NOUN
cet-13127	90	28	(	(	PUNCT
cet-13127	90	29	fabiano	fabiano	PROPN
cet-13127	90	30	et	et	PROPN
cet-13127	90	31	al	al	PROPN
cet-13127	90	32	.	.	PROPN
cet-13127	90	33	,	,	PUNCT
cet-13127	90	34	2022	2022	NUM
cet-13127	90	35	)	)	PUNCT
cet-13127	90	36	.	.	PUNCT
cet-13127	91	1	292	292	NUM
cet-13127	91	2	table	table	NOUN
cet-13127	91	3	2	2	NUM
cet-13127	91	4	:	:	PUNCT
cet-13127	91	5	landslide	landslide	NOUN
cet-13127	91	6	triggered	trigger	VERB
cet-13127	91	7	events	event	NOUN
cet-13127	91	8	on	on	ADP
cet-13127	91	9	an	an	DET
cet-13127	91	10	lpg	lpg	NOUN
cet-13127	91	11	storage	storage	NOUN
cet-13127	91	12	facility	facility	NOUN
cet-13127	91	13	.	.	PUNCT
cet-13127	92	1	off	off	ADP
cet-13127	92	2	-	-	PUNCT
cet-13127	92	3	site	site	NOUN
cet-13127	92	4	event	event	NOUN
cet-13127	92	5	operator	operator	NOUN
cet-13127	92	6	error	error	NOUN
cet-13127	92	7	abnormal	abnormal	ADJ
cet-13127	92	8	load	load	NOUN
cet-13127	92	9	failures	failure	VERB
cet-13127	92	10	management	management	NOUN
cet-13127	92	11	loss	loss	NOUN
cet-13127	92	12	of	of	ADP
cet-13127	92	13	service	service	NOUN
cet-13127	92	14	triggered	trigger	VERB
cet-13127	92	15	initiating	initiate	VERB
cet-13127	92	16	event	event	NOUN
cet-13127	92	17	consequences	consequence	NOUN
cet-13127	92	18	landslide	landslide	NOUN
cet-13127	92	19	containment	containment	NOUN
cet-13127	92	20	degraded	degrade	VERB
cet-13127	92	21	failure	failure	NOUN
cet-13127	92	22	to	to	PART
cet-13127	92	23	respond	respond	VERB
cet-13127	92	24	correctly	correctly	ADV
cet-13127	92	25	to	to	ADP
cet-13127	92	26	an	an	DET
cet-13127	92	27	alarm	alarm	NOUN
cet-13127	92	28	internal	internal	ADJ
cet-13127	92	29	temperature	temperature	NOUN
cet-13127	92	30	or	or	CCONJ
cet-13127	92	31	pressure	pressure	NOUN
cet-13127	92	32	outside	outside	ADP
cet-13127	92	33	design	design	NOUN
cet-13127	92	34	limit	limit	NOUN
cet-13127	92	35	pressurization	pressurization	NOUN
cet-13127	92	36	/	/	PUNCT
cet-13127	92	37	under	under	ADP
cet-13127	92	38	pressure	pressure	NOUN
cet-13127	92	39	safety	safety	NOUN
cet-13127	92	40	system	system	NOUN
cet-13127	92	41	degraded	degrade	VERB
cet-13127	92	42	.	.	PUNCT
cet-13127	93	1	control	control	NOUN
cet-13127	93	2	system	system	NOUN
cet-13127	93	3	degraded	degrade	VERB
cet-13127	93	4	.	.	PUNCT
cet-13127	94	1	containment	containment	NOUN
cet-13127	94	2	system	system	NOUN
cet-13127	94	3	degraded	degrade	VERB
cet-13127	94	4	inadequate	inadequate	ADJ
cet-13127	94	5	materials	material	NOUN
cet-13127	94	6	or	or	CCONJ
cet-13127	94	7	specification	specification	NOUN
cet-13127	94	8	hidden	hide	VERB
cet-13127	94	9	defect	defect	NOUN
cet-13127	94	10	in	in	ADP
cet-13127	94	11	containment	containment	NOUN
cet-13127	94	12	system	system	NOUN
cet-13127	94	13	failure	failure	NOUN
cet-13127	94	14	to	to	PART
cet-13127	94	15	detect	detect	VERB
cet-13127	94	16	dangerous	dangerous	ADJ
cet-13127	94	17	situation	situation	NOUN
cet-13127	94	18	.	.	PUNCT
cet-13127	95	1	failure	failure	NOUN
cet-13127	95	2	of	of	ADP
cet-13127	95	3	process	process	NOUN
cet-13127	95	4	controls	control	NOUN
cet-13127	95	5	.	.	PUNCT
cet-13127	96	1	loss	loss	NOUN
cet-13127	96	2	of	of	ADP
cet-13127	96	3	cooling	cool	VERB
cet-13127	96	4	water	water	NOUN
cet-13127	96	5	/	/	SYM
cet-13127	96	6	nitrogen	nitrogen	NOUN
cet-13127	96	7	loss	loss	NOUN
cet-13127	96	8	of	of	ADP
cet-13127	96	9	compressed	compressed	ADJ
cet-13127	96	10	air	air	NOUN
cet-13127	96	11	rupture	rupture	NOUN
cet-13127	96	12	of	of	ADP
cet-13127	96	13	pipe	pipe	NOUN
cet-13127	96	14	on	on	ADP
cet-13127	96	15	a	a	DET
cet-13127	96	16	pressurized	pressurize	VERB
cet-13127	96	17	storage	storage	NOUN
cet-13127	96	18	system	system	NOUN
cet-13127	96	19	sudden	sudden	ADJ
cet-13127	96	20	catastrophic	catastrophic	ADJ
cet-13127	96	21	failure	failure	NOUN
cet-13127	96	22	of	of	ADP
cet-13127	96	23	vessels	vessel	NOUN
cet-13127	96	24	failure	failure	NOUN
cet-13127	96	25	of	of	ADP
cet-13127	96	26	an	an	DET
cet-13127	96	27	excess	excess	ADJ
cet-13127	96	28	flow	flow	NOUN
cet-13127	96	29	control	control	NOUN
cet-13127	96	30	valve	valve	NOUN
cet-13127	96	31	on	on	ADP
cet-13127	96	32	demand	demand	NOUN
cet-13127	96	33	failure	failure	NOUN
cet-13127	96	34	of	of	ADP
cet-13127	96	35	an	an	DET
cet-13127	96	36	automatic	automatic	ADJ
cet-13127	96	37	shutoff	shutoff	NOUN
cet-13127	96	38	valve	valve	VERB
cet-13127	96	39	closure	closure	NOUN
cet-13127	96	40	failure	failure	NOUN
cet-13127	96	41	of	of	ADP
cet-13127	96	42	a	a	DET
cet-13127	96	43	level	level	NOUN
cet-13127	96	44	/	/	SYM
cet-13127	96	45	flow	flow	NOUN
cet-13127	96	46	sensor	sensor	NOUN
cet-13127	96	47	catastrophic	catastrophic	ADJ
cet-13127	96	48	failure	failure	NOUN
cet-13127	96	49	fireball	fireball	NOUN
cet-13127	96	50	and	and	CCONJ
cet-13127	96	51	flash	flash	VERB
cet-13127	96	52	fire	fire	NOUN
cet-13127	96	53	or	or	CCONJ
cet-13127	96	54	pool	pool	NOUN
cet-13127	96	55	fire	fire	NOUN
cet-13127	96	56	localised	localise	VERB
cet-13127	96	57	failure	failure	NOUN
cet-13127	96	58	of	of	ADP
cet-13127	96	59	a	a	DET
cet-13127	96	60	pressure	pressure	NOUN
cet-13127	96	61	vessel	vessel	NOUN
cet-13127	96	62	–	–	PUNCT
cet-13127	96	63	jet	jet	NOUN
cet-13127	96	64	flame	flame	NOUN
cet-13127	96	65	and	and	CCONJ
cet-13127	96	66	flash	flash	NOUN
cet-13127	96	67	fire	fire	NOUN
cet-13127	96	68	and	and	CCONJ
cet-13127	96	69	possible	possible	ADJ
cet-13127	96	70	explosion	explosion	NOUN
cet-13127	96	71	pipe	pipe	NOUN
cet-13127	96	72	failures	failure	NOUN
cet-13127	96	73	bleve	bleve	NOUN
cet-13127	96	74	of	of	ADP
cet-13127	96	75	vessels	vessel	NOUN
cet-13127	96	76	vaporiser	vaporiser	NOUN
cet-13127	96	77	leak	leak	NOUN
cet-13127	96	78	jet	jet	NOUN
cet-13127	96	79	fire	fire	NOUN
cet-13127	96	80	,	,	PUNCT
cet-13127	96	81	flash	flash	NOUN
cet-13127	96	82	fire	fire	NOUN
cet-13127	96	83	,	,	PUNCT
cet-13127	96	84	and	and	CCONJ
cet-13127	96	85	explosion	explosion	NOUN
cet-13127	96	86	.	.	PUNCT
cet-13127	97	1	leak	leak	VERB
cet-13127	97	2	inside	inside	ADP
cet-13127	97	3	cylinder	cylinder	NOUN
cet-13127	97	4	filling	fill	VERB
cet-13127	97	5	plant	plant	NOUN
cet-13127	97	6	confined	confine	VERB
cet-13127	97	7	explosion	explosion	NOUN
cet-13127	97	8	the	the	DET
cet-13127	97	9	landslide	landslide	NOUN
cet-13127	97	10	initiating	initiate	VERB
cet-13127	97	11	events	event	NOUN
cet-13127	97	12	presented	present	VERB
cet-13127	97	13	in	in	ADP
cet-13127	97	14	table	table	NOUN
cet-13127	97	15	1	1	NUM
cet-13127	97	16	are	be	AUX
cet-13127	97	17	used	use	VERB
cet-13127	97	18	to	to	PART
cet-13127	97	19	determine	determine	VERB
cet-13127	97	20	the	the	DET
cet-13127	97	21	landslide	landslide	NOUN
cet-13127	97	22	triggered	trigger	VERB
cet-13127	97	23	events	event	NOUN
cet-13127	97	24	,	,	PUNCT
cet-13127	97	25	by	by	ADP
cet-13127	97	26	the	the	DET
cet-13127	97	27	means	mean	NOUN
cet-13127	97	28	of	of	ADP
cet-13127	97	29	a	a	DET
cet-13127	97	30	bow	bow	NOUN
cet-13127	97	31	-	-	PUNCT
cet-13127	97	32	tie	tie	NOUN
cet-13127	97	33	centered	center	VERB
cet-13127	97	34	on	on	ADP
cet-13127	97	35	the	the	DET
cet-13127	97	36	pivotal	pivotal	ADJ
cet-13127	97	37	event	event	NOUN
cet-13127	97	38	as	as	SCONJ
cet-13127	97	39	depicted	depict	VERB
cet-13127	97	40	in	in	ADP
cet-13127	97	41	figure	figure	NOUN
cet-13127	97	42	5	5	NUM
cet-13127	97	43	.	.	PUNCT
cet-13127	97	44	based	base	VERB
cet-13127	97	45	on	on	ADP
cet-13127	97	46	the	the	DET
cet-13127	97	47	bow	bow	NOUN
cet-13127	97	48	-	-	PUNCT
cet-13127	97	49	tie	tie	NOUN
cet-13127	97	50	approach	approach	NOUN
cet-13127	97	51	,	,	PUNCT
cet-13127	97	52	it	it	PRON
cet-13127	97	53	is	be	AUX
cet-13127	97	54	possible	possible	ADJ
cet-13127	97	55	to	to	PART
cet-13127	97	56	determine	determine	VERB
cet-13127	97	57	the	the	DET
cet-13127	97	58	initiating	initiate	VERB
cet-13127	97	59	causes	cause	NOUN
cet-13127	97	60	of	of	ADP
cet-13127	97	61	an	an	DET
cet-13127	97	62	accidental	accidental	ADJ
cet-13127	97	63	event	event	NOUN
cet-13127	97	64	and	and	CCONJ
cet-13127	97	65	the	the	DET
cet-13127	97	66	failure	failure	NOUN
cet-13127	97	67	or	or	CCONJ
cet-13127	97	68	operational	operational	ADJ
cet-13127	97	69	disruptions	disruption	NOUN
cet-13127	97	70	possibly	possibly	ADV
cet-13127	97	71	leading	lead	VERB
cet-13127	97	72	final	final	ADJ
cet-13127	97	73	damage	damage	NOUN
cet-13127	97	74	outcomes	outcome	NOUN
cet-13127	97	75	.	.	PUNCT
cet-13127	98	1	figure	figure	VERB
cet-13127	98	2	5	5	NUM
cet-13127	98	3	:	:	PUNCT
cet-13127	98	4	simplified	simplified	ADJ
cet-13127	98	5	bow	bow	NOUN
cet-13127	98	6	-	-	PUNCT
cet-13127	98	7	tie	tie	NOUN
cet-13127	98	8	centred	centre	VERB
cet-13127	98	9	on	on	ADP
cet-13127	98	10	landslide	landslide	NOUN
cet-13127	98	11	event	event	NOUN
cet-13127	98	12	.	.	PUNCT
cet-13127	99	1	table	table	NOUN
cet-13127	99	2	3	3	NUM
cet-13127	99	3	:	:	PUNCT
cet-13127	99	4	bow	bow	NOUN
cet-13127	99	5	-	-	PUNCT
cet-13127	99	6	tie	tie	NOUN
cet-13127	99	7	elements	element	NOUN
cet-13127	99	8	–	–	PUNCT
cet-13127	99	9	landslide	landslide	NOUN
cet-13127	99	10	consequences	consequence	NOUN
cet-13127	99	11	/	/	SYM
cet-13127	99	12	initiating	initiate	VERB
cet-13127	99	13	events	event	NOUN
cet-13127	99	14	.	.	PUNCT
cet-13127	100	1	cause	cause	VERB
cet-13127	100	2	expected	expect	VERB
cet-13127	100	3	pdf	pdf	NOUN
cet-13127	100	4	value	value	NOUN
cet-13127	100	5	rupture	rupture	NOUN
cet-13127	100	6	of	of	ADP
cet-13127	100	7	pressurized	pressurized	ADJ
cet-13127	100	8	pipe	pipe	NOUN
cet-13127	101	1	1e-6	1e-6	PROPN
cet-13127	101	2	catastrophic	catastrophic	ADJ
cet-13127	101	3	failure	failure	NOUN
cet-13127	101	4	1e-9	1e-9	NOUN
cet-13127	101	5	failure	failure	NOUN
cet-13127	101	6	of	of	ADP
cet-13127	101	7	flow	flow	NOUN
cet-13127	101	8	control	control	NOUN
cet-13127	101	9	valve	valve	VERB
cet-13127	101	10	1e-5	1e-5	NUM
cet-13127	101	11	failure	failure	NOUN
cet-13127	101	12	of	of	ADP
cet-13127	101	13	esd	esd	PROPN
cet-13127	101	14	valve	valve	VERB
cet-13127	101	15	1e-6	1e-6	NUM
cet-13127	101	16	failure	failure	NOUN
cet-13127	101	17	of	of	ADP
cet-13127	101	18	level	level	NOUN
cet-13127	101	19	/	/	SYM
cet-13127	101	20	flow	flow	NOUN
cet-13127	101	21	sensors	sensor	NOUN
cet-13127	101	22	1e-3	1e-3	PROPN
cet-13127	101	23	293	293	NUM
cet-13127	101	24	as	as	SCONJ
cet-13127	101	25	summarized	summarize	VERB
cet-13127	101	26	in	in	ADP
cet-13127	101	27	table	table	NOUN
cet-13127	101	28	3	3	NUM
cet-13127	101	29	,	,	PUNCT
cet-13127	101	30	the	the	DET
cet-13127	101	31	probabilities	probability	NOUN
cet-13127	101	32	are	be	AUX
cet-13127	101	33	evaluated	evaluate	VERB
cet-13127	101	34	by	by	ADP
cet-13127	101	35	a	a	DET
cet-13127	101	36	mcmc	mcmc	NOUN
cet-13127	101	37	sampling	sample	VERB
cet-13127	101	38	from	from	ADP
cet-13127	101	39	the	the	DET
cet-13127	101	40	probability	probability	NOUN
cet-13127	101	41	distribution	distribution	NOUN
cet-13127	101	42	determined	determine	VERB
cet-13127	101	43	from	from	ADP
cet-13127	101	44	the	the	DET
cet-13127	101	45	predictive	predictive	ADJ
cet-13127	101	46	model	model	NOUN
cet-13127	101	47	.	.	PUNCT
cet-13127	102	1	each	each	DET
cet-13127	102	2	element	element	NOUN
cet-13127	102	3	is	be	AUX
cet-13127	102	4	updated	update	VERB
cet-13127	102	5	at	at	ADP
cet-13127	102	6	new	new	ADJ
cet-13127	102	7	observation	observation	NOUN
cet-13127	102	8	of	of	ADP
cet-13127	102	9	the	the	DET
cet-13127	102	10	identified	identify	VERB
cet-13127	102	11	precursors	precursor	NOUN
cet-13127	102	12	i.e.	i.e.	ADV
cet-13127	102	13	,	,	PUNCT
cet-13127	102	14	rain	rain	NOUN
cet-13127	102	15	-	-	PUNCT
cet-13127	102	16	cumulated	cumulate	VERB
cet-13127	102	17	,	,	PUNCT
cet-13127	102	18	soil	soil	NOUN
cet-13127	102	19	moisture	moisture	NOUN
cet-13127	102	20	,	,	PUNCT
cet-13127	102	21	and	and	CCONJ
cet-13127	102	22	rain	rain	NOUN
cet-13127	102	23	-	-	PUNCT
cet-13127	102	24	peak	peak	NOUN
cet-13127	102	25	.	.	PUNCT
cet-13127	103	1	5	5	X
cet-13127	103	2	.	.	X
cet-13127	103	3	conclusions	conclusion	NOUN
cet-13127	103	4	the	the	DET
cet-13127	103	5	landslide	landslide	NOUN
cet-13127	103	6	predictive	predictive	ADJ
cet-13127	103	7	model	model	NOUN
cet-13127	103	8	provided	provide	VERB
cet-13127	103	9	in	in	ADP
cet-13127	103	10	general	general	ADJ
cet-13127	103	11	,	,	PUNCT
cet-13127	103	12	a	a	DET
cet-13127	103	13	good	good	ADJ
cet-13127	103	14	accuracy	accuracy	NOUN
cet-13127	103	15	,	,	PUNCT
cet-13127	103	16	even	even	ADV
cet-13127	103	17	if	if	SCONJ
cet-13127	103	18	an	an	DET
cet-13127	103	19	underestimation	underestimation	NOUN
cet-13127	103	20	is	be	AUX
cet-13127	103	21	verified	verify	VERB
cet-13127	103	22	in	in	ADP
cet-13127	103	23	identifying	identify	VERB
cet-13127	103	24	class	class	NOUN
cet-13127	103	25	2	2	NUM
cet-13127	103	26	events	event	NOUN
cet-13127	103	27	,	,	PUNCT
cet-13127	103	28	due	due	ADP
cet-13127	103	29	to	to	ADP
cet-13127	103	30	incomplete	incomplete	ADJ
cet-13127	103	31	raw	raw	ADJ
cet-13127	103	32	data	datum	NOUN
cet-13127	103	33	.	.	PUNCT
cet-13127	104	1	it	it	PRON
cet-13127	104	2	was	be	AUX
cet-13127	104	3	shown	show	VERB
cet-13127	104	4	that	that	SCONJ
cet-13127	104	5	of	of	ADP
cet-13127	104	6	landslide	landslide	NOUN
cet-13127	104	7	event	event	NOUN
cet-13127	104	8	prediction	prediction	NOUN
cet-13127	104	9	has	have	VERB
cet-13127	104	10	a	a	DET
cet-13127	104	11	considerable	considerable	ADJ
cet-13127	104	12	impact	impact	NOUN
cet-13127	104	13	on	on	ADP
cet-13127	104	14	the	the	DET
cet-13127	104	15	top	top	ADJ
cet-13127	104	16	events	event	NOUN
cet-13127	104	17	probabilities	probability	NOUN
cet-13127	104	18	and	and	CCONJ
cet-13127	104	19	the	the	DET
cet-13127	104	20	dynamically	dynamically	ADJ
cet-13127	104	21	update	update	NOUN
cet-13127	104	22	of	of	ADP
cet-13127	104	23	the	the	DET
cet-13127	104	24	risk	risk	NOUN
cet-13127	104	25	precursors	precursor	NOUN
cet-13127	104	26	represents	represent	VERB
cet-13127	104	27	a	a	DET
cet-13127	104	28	relevant	relevant	ADJ
cet-13127	104	29	safety	safety	NOUN
cet-13127	104	30	parameter	parameter	NOUN
cet-13127	104	31	allowing	allow	VERB
cet-13127	104	32	an	an	DET
cet-13127	104	33	early	early	ADJ
cet-13127	104	34	detection	detection	NOUN
cet-13127	104	35	of	of	ADP
cet-13127	104	36	a	a	DET
cet-13127	104	37	potential	potential	ADJ
cet-13127	104	38	threat	threat	NOUN
cet-13127	104	39	.	.	PUNCT
cet-13127	105	1	as	as	ADP
cet-13127	105	2	a	a	DET
cet-13127	105	3	refinement	refinement	NOUN
cet-13127	105	4	of	of	ADP
cet-13127	105	5	the	the	DET
cet-13127	105	6	method	method	NOUN
cet-13127	105	7	,	,	PUNCT
cet-13127	105	8	further	further	ADJ
cet-13127	105	9	investigation	investigation	NOUN
cet-13127	105	10	of	of	ADP
cet-13127	105	11	the	the	DET
cet-13127	105	12	tuning	tuning	NOUN
cet-13127	105	13	parameters	parameter	NOUN
cet-13127	105	14	of	of	ADP
cet-13127	105	15	the	the	DET
cet-13127	105	16	predictive	predictive	ADJ
cet-13127	105	17	model	model	NOUN
cet-13127	105	18	is	be	AUX
cet-13127	105	19	underway	underway	ADJ
cet-13127	105	20	,	,	PUNCT
cet-13127	105	21	with	with	ADP
cet-13127	105	22	a	a	DET
cet-13127	105	23	thorough	thorough	ADJ
cet-13127	105	24	sensitivity	sensitivity	NOUN
cet-13127	105	25	analysis	analysis	NOUN
cet-13127	105	26	covering	cover	VERB
cet-13127	105	27	a	a	DET
cet-13127	105	28	wider	wide	ADJ
cet-13127	105	29	range	range	NOUN
cet-13127	105	30	of	of	ADP
cet-13127	105	31	situations	situation	NOUN
cet-13127	105	32	/	/	SYM
cet-13127	105	33	configurations	configuration	NOUN
cet-13127	105	34	for	for	ADP
cet-13127	105	35	improving	improve	VERB
cet-13127	105	36	the	the	DET
cet-13127	105	37	early	early	ADJ
cet-13127	105	38	warning	warning	NOUN
cet-13127	105	39	ability	ability	NOUN
cet-13127	105	40	.	.	PUNCT
cet-13127	106	1	aknowledgements	aknowledgement	NOUN
cet-13127	106	2	this	this	DET
cet-13127	106	3	research	research	NOUN
cet-13127	106	4	was	be	AUX
cet-13127	106	5	funded	fund	VERB
cet-13127	106	6	by	by	ADP
cet-13127	106	7	inail	inail	NOUN
cet-13127	106	8	,	,	PUNCT
cet-13127	106	9	within	within	ADP
cet-13127	106	10	the	the	DET
cet-13127	106	11	frameworks	framework	NOUN
cet-13127	106	12	of	of	ADP
cet-13127	106	13	the	the	DET
cet-13127	106	14	calls	call	NOUN
cet-13127	106	15	bric/2019	bric/2019	PROPN
cet-13127	106	16	/	/	SYM
cet-13127	106	17	id2	id2	PROPN
cet-13127	106	18	(	(	PUNCT
cet-13127	106	19	project	project	NOUN
cet-13127	106	20	dyn	dyn	NOUN
cet-13127	106	21	-	-	PUNCT
cet-13127	106	22	risk	risk	NOUN
cet-13127	106	23	)	)	PUNCT
cet-13127	106	24	and	and	CCONJ
cet-13127	106	25	bric/2021	bric/2021	NOUN
cet-13127	106	26	/	/	SYM
cet-13127	106	27	id03	id03	PROPN
cet-13127	106	28	(	(	PUNCT
cet-13127	106	29	project	project	NOUN
cet-13127	106	30	drivers	driver	NOUN
cet-13127	106	31	)	)	PUNCT
cet-13127	106	32	.	.	PUNCT
cet-13127	107	1	authors	author	NOUN
cet-13127	107	2	gratefully	gratefully	ADV
cet-13127	107	3	acknowledge	acknowledge	VERB
cet-13127	107	4	contribution	contribution	NOUN
cet-13127	107	5	of	of	ADP
cet-13127	107	6	the	the	DET
cet-13127	107	7	staff	staff	NOUN
cet-13127	107	8	of	of	ADP
cet-13127	107	9	arpal	arpal	ADJ
cet-13127	107	10	,	,	PUNCT
cet-13127	107	11	saturn	saturn	NOUN
cet-13127	107	12	department	department	NOUN
cet-13127	107	13	for	for	ADP
cet-13127	107	14	providing	provide	VERB
cet-13127	107	15	the	the	DET
cet-13127	107	16	training	training	NOUN
cet-13127	107	17	and	and	CCONJ
cet-13127	107	18	testing	testing	NOUN
cet-13127	107	19	data	datum	NOUN
cet-13127	107	20	set	set	VERB
cet-13127	107	21	.	.	PUNCT
cet-13127	108	1	references	reference	NOUN
cet-13127	108	2	ancione	ancione	PROPN
cet-13127	108	3	,	,	PUNCT
cet-13127	108	4	g.	g.	PROPN
cet-13127	108	5	,	,	PUNCT
cet-13127	108	6	milazzo	milazzo	PROPN
cet-13127	108	7	,	,	PUNCT
cet-13127	108	8	mf	mf	X
cet-13127	108	9	.	.	PROPN
cet-13127	108	10	,	,	PUNCT
cet-13127	108	11	2021	2021	NUM
cet-13127	108	12	,	,	PUNCT
cet-13127	108	13	the	the	DET
cet-13127	108	14	management	management	NOUN
cet-13127	108	15	of	of	ADP
cet-13127	108	16	na	na	NOUN
cet-13127	108	17	-	-	PUNCT
cet-13127	108	18	tech	tech	ADJ
cet-13127	108	19	risk	risk	NOUN
cet-13127	108	20	using	use	VERB
cet-13127	108	21	bayesian	bayesian	NOUN
cet-13127	108	22	network	network	NOUN
cet-13127	108	23	,	,	PUNCT
cet-13127	108	24	water	water	NOUN
cet-13127	108	25	13	13	NUM
cet-13127	108	26	,	,	PUNCT
cet-13127	108	27	142	142	NUM
cet-13127	108	28	,	,	PUNCT
cet-13127	108	29	1966	1966	NUM
cet-13127	108	30	.	.	PUNCT
cet-13127	109	1	baum	baum	PROPN
cet-13127	109	2	,	,	PUNCT
cet-13127	109	3	r.l	r.l	PROPN
cet-13127	109	4	.	.	PROPN
cet-13127	109	5	,	,	PUNCT
cet-13127	109	6	godt	godt	PROPN
cet-13127	109	7	,	,	PUNCT
cet-13127	109	8	j.w	j.w	PROPN
cet-13127	109	9	.	.	PROPN
cet-13127	109	10	,	,	PUNCT
cet-13127	109	11	2013	2013	NUM
cet-13127	109	12	,	,	PUNCT
cet-13127	109	13	early	early	ADJ
cet-13127	109	14	warning	warning	NOUN
cet-13127	109	15	of	of	ADP
cet-13127	109	16	rainfall	rainfall	NOUN
cet-13127	109	17	-	-	PUNCT
cet-13127	109	18	induced	induce	VERB
cet-13127	109	19	shallow	shallow	ADJ
cet-13127	109	20	landslides	landslide	NOUN
cet-13127	109	21	and	and	CCONJ
cet-13127	109	22	debris	debris	NOUN
cet-13127	109	23	flows	flow	NOUN
cet-13127	109	24	in	in	ADP
cet-13127	109	25	the	the	DET
cet-13127	109	26	usa	usa	PROPN
cet-13127	109	27	landslides	landslides	PROPN
cet-13127	109	28	,	,	PUNCT
cet-13127	109	29	7	7	NUM
cet-13127	109	30	,	,	PUNCT
cet-13127	109	31	259	259	NUM
cet-13127	109	32	-	-	SYM
cet-13127	109	33	272	272	NUM
cet-13127	109	34	.	.	PUNCT
cet-13127	110	1	berardi	berardi	PROPN
cet-13127	110	2	,	,	PUNCT
cet-13127	110	3	r.	r.	PROPN
cet-13127	110	4	,	,	PUNCT
cet-13127	110	5	mercurio	mercurio	PROPN
cet-13127	110	6	,	,	PUNCT
cet-13127	110	7	g.	g.	PROPN
cet-13127	110	8	,	,	PUNCT
cet-13127	110	9	bartolini	bartolini	NOUN
cet-13127	110	10	,	,	PUNCT
cet-13127	110	11	p.	p.	NOUN
cet-13127	110	12	,	,	PUNCT
cet-13127	110	13	cordano	cordano	PROPN
cet-13127	110	14	,	,	PUNCT
cet-13127	110	15	e.	e.	PROPN
cet-13127	110	16	,	,	PUNCT
cet-13127	110	17	2005	2005	NUM
cet-13127	110	18	,	,	PUNCT
cet-13127	110	19	dynamics	dynamic	NOUN
cet-13127	110	20	of	of	ADP
cet-13127	110	21	saturation	saturation	NOUN
cet-13127	110	22	phenomena	phenomenon	NOUN
cet-13127	110	23	and	and	CCONJ
cet-13127	110	24	landslide	landslide	NOUN
cet-13127	110	25	triggering	trigger	VERB
cet-13127	110	26	by	by	ADP
cet-13127	110	27	rain	rain	NOUN
cet-13127	110	28	infiltration	infiltration	NOUN
cet-13127	110	29	in	in	ADP
cet-13127	110	30	a	a	DET
cet-13127	110	31	slope	slope	NOUN
cet-13127	110	32	,	,	PUNCT
cet-13127	110	33	international	international	ADJ
cet-13127	110	34	conference	conference	NOUN
cet-13127	110	35	on	on	ADP
cet-13127	110	36	landslide	landslide	NOUN
cet-13127	110	37	risk	risk	NOUN
cet-13127	110	38	management	management	NOUN
cet-13127	110	39	,	,	PUNCT
cet-13127	110	40	212	212	NUM
cet-13127	110	41	-	-	SYM
cet-13127	110	42	219	219	NUM
cet-13127	110	43	,	,	PUNCT
cet-13127	110	44	taylor	taylor	PROPN
cet-13127	110	45	&	&	CCONJ
cet-13127	110	46	francis	francis	PROPN
cet-13127	110	47	ltd	ltd	PROPN
cet-13127	110	48	.	.	PROPN
cet-13127	110	49	,	,	PUNCT
cet-13127	110	50	vancouver	vancouver	PROPN
cet-13127	110	51	,	,	PUNCT
cet-13127	110	52	canada	canada	PROPN
cet-13127	110	53	.	.	PUNCT
cet-13127	111	1	berti	berti	PROPN
cet-13127	111	2	,	,	PUNCT
cet-13127	111	3	m.	m.	NOUN
cet-13127	111	4	,	,	PUNCT
cet-13127	111	5	martina	martina	PROPN
cet-13127	111	6	,	,	PUNCT
cet-13127	111	7	m.	m.	PROPN
cet-13127	111	8	l.	l.	PROPN
cet-13127	111	9	v.	v.	PROPN
cet-13127	111	10	,	,	PUNCT
cet-13127	111	11	franceschini	franceschini	PROPN
cet-13127	111	12	,	,	PUNCT
cet-13127	111	13	s.	s.	PROPN
cet-13127	111	14	,	,	PUNCT
cet-13127	111	15	pignone	pignone	PROPN
cet-13127	111	16	,	,	PUNCT
cet-13127	111	17	s.	s.	PROPN
cet-13127	111	18	,	,	PUNCT
cet-13127	111	19	simoni	simoni	PROPN
cet-13127	111	20	,	,	PUNCT
cet-13127	111	21	a.	a.	NOUN
cet-13127	111	22	,	,	PUNCT
cet-13127	111	23	pizziolo	pizziolo	ADJ
cet-13127	111	24	,	,	PUNCT
cet-13127	111	25	m.	m.	NOUN
cet-13127	111	26	,	,	PUNCT
cet-13127	111	27	2012	2012	NUM
cet-13127	111	28	,	,	PUNCT
cet-13127	111	29	probabilistic	probabilistic	ADJ
cet-13127	111	30	rainfall	rainfall	NOUN
cet-13127	111	31	thresholds	threshold	NOUN
cet-13127	111	32	for	for	ADP
cet-13127	111	33	landslide	landslide	NOUN
cet-13127	111	34	occurrence	occurrence	NOUN
cet-13127	111	35	using	use	VERB
cet-13127	111	36	a	a	DET
cet-13127	111	37	bayesian	bayesian	NOUN
cet-13127	111	38	approach	approach	NOUN
cet-13127	111	39	,	,	PUNCT
cet-13127	111	40	journal	journal	NOUN
cet-13127	111	41	of	of	ADP
cet-13127	111	42	geophysical	geophysical	ADJ
cet-13127	111	43	research	research	NOUN
cet-13127	111	44	,	,	PUNCT
cet-13127	111	45	117	117	NUM
cet-13127	111	46	,	,	PUNCT
cet-13127	111	47	f04006	f04006	PROPN
cet-13127	111	48	.	.	X
cet-13127	111	49	fabiano	fabiano	PROPN
cet-13127	111	50	,	,	PUNCT
cet-13127	111	51	b.	b.	PROPN
cet-13127	111	52	,	,	PUNCT
cet-13127	111	53	pettinato	pettinato	NOUN
cet-13127	111	54	,	,	PUNCT
cet-13127	111	55	m.	m.	NOUN
cet-13127	111	56	,	,	PUNCT
cet-13127	111	57	currò	currò	PROPN
cet-13127	111	58	,	,	PUNCT
cet-13127	111	59	f.	f.	PROPN
cet-13127	111	60	,	,	PUNCT
cet-13127	111	61	reverberi	reverberi	PROPN
cet-13127	111	62	,	,	PUNCT
cet-13127	111	63	a.p	a.p	PROPN
cet-13127	111	64	.	.	PROPN
cet-13127	111	65	,	,	PUNCT
cet-13127	111	66	2022	2022	NUM
cet-13127	111	67	,	,	PUNCT
cet-13127	111	68	a	a	DET
cet-13127	111	69	field	field	NOUN
cet-13127	111	70	study	study	NOUN
cet-13127	111	71	on	on	ADP
cet-13127	111	72	human	human	ADJ
cet-13127	111	73	factor	factor	NOUN
cet-13127	111	74	and	and	CCONJ
cet-13127	111	75	safety	safety	NOUN
cet-13127	111	76	performances	performance	NOUN
cet-13127	111	77	in	in	ADP
cet-13127	111	78	a	a	DET
cet-13127	111	79	downstream	downstream	ADJ
cet-13127	111	80	oil	oil	NOUN
cet-13127	111	81	industry	industry	NOUN
cet-13127	111	82	,	,	PUNCT
cet-13127	111	83	safety	safety	NOUN
cet-13127	111	84	science	science	NOUN
cet-13127	111	85	,	,	PUNCT
cet-13127	111	86	153	153	NUM
cet-13127	111	87	,	,	PUNCT
cet-13127	111	88	105795	105795	NUM
cet-13127	111	89	.	.	PUNCT
cet-13127	112	1	fredlund	fredlund	PROPN
cet-13127	112	2	,	,	PUNCT
cet-13127	112	3	d.	d.	PROPN
cet-13127	112	4	g.	g.	PROPN
cet-13127	112	5	,	,	PUNCT
cet-13127	112	6	morgenstern	morgenstern	PROPN
cet-13127	112	7	,	,	PUNCT
cet-13127	112	8	n.	n.	PROPN
cet-13127	112	9	r.	r.	PROPN
cet-13127	112	10	,	,	PUNCT
cet-13127	112	11	widger	widger	ADV
cet-13127	112	12	,	,	PUNCT
cet-13127	112	13	r.	r.	PROPN
cet-13127	112	14	a.	a.	PROPN
cet-13127	112	15	,	,	PUNCT
cet-13127	112	16	1978	1978	NUM
cet-13127	112	17	,	,	PUNCT
cet-13127	112	18	the	the	DET
cet-13127	112	19	shear	shear	NOUN
cet-13127	112	20	strength	strength	NOUN
cet-13127	112	21	of	of	ADP
cet-13127	112	22	unsaturated	unsaturated	ADJ
cet-13127	112	23	soils	soil	NOUN
cet-13127	112	24	,	,	PUNCT
cet-13127	112	25	canadian	canadian	ADJ
cet-13127	112	26	geotechnical	geotechnical	ADJ
cet-13127	112	27	journal	journal	NOUN
cet-13127	112	28	,	,	PUNCT
cet-13127	112	29	15	15	NUM
cet-13127	112	30	,	,	PUNCT
cet-13127	112	31	313	313	NUM
cet-13127	112	32	-	-	SYM
cet-13127	112	33	321	321	NUM
cet-13127	112	34	.	.	PUNCT
cet-13127	113	1	huang	huang	PROPN
cet-13127	113	2	,	,	PUNCT
cet-13127	113	3	m.	m.	NOUN
cet-13127	113	4	,	,	PUNCT
cet-13127	113	5	chen	chen	PROPN
cet-13127	113	6	,	,	PUNCT
cet-13127	113	7	g.	g.	PROPN
cet-13127	113	8	,	,	PUNCT
cet-13127	113	9	yang	yang	PROPN
cet-13127	113	10	,	,	PUNCT
cet-13127	113	11	p.	p.	PROPN
cet-13127	113	12	,	,	PUNCT
cet-13127	113	13	hua	hua	PROPN
cet-13127	113	14	,	,	PUNCT
cet-13127	113	15	k.	k.	PROPN
cet-13127	113	16	,	,	PUNCT
cet-13127	113	17	zhou	zhou	PROPN
cet-13127	113	18	,	,	PUNCT
cet-13127	113	19	l.	l.	PROPN
cet-13127	113	20	,	,	PUNCT
cet-13127	113	21	men	man	NOUN
cet-13127	113	22	,	,	PUNCT
cet-13127	113	23	j.	j.	PROPN
cet-13127	113	24	,	,	PUNCT
cet-13127	113	25	zhao	zhao	PROPN
cet-13127	113	26	,	,	PUNCT
cet-13127	113	27	j.	j.	PROPN
cet-13127	113	28	2022	2022	NUM
cet-13127	113	29	,	,	PUNCT
cet-13127	113	30	multi	multi	ADJ
cet-13127	113	31	-	-	ADJ
cet-13127	113	32	hazard	hazard	ADJ
cet-13127	113	33	coupling	couple	VERB
cet-13127	113	34	vulnerability	vulnerability	NOUN
cet-13127	113	35	analysis	analysis	NOUN
cet-13127	113	36	for	for	ADP
cet-13127	113	37	buckling	buckle	VERB
cet-13127	113	38	failure	failure	NOUN
cet-13127	113	39	of	of	ADP
cet-13127	113	40	vertical	vertical	ADJ
cet-13127	113	41	storage	storage	NOUN
cet-13127	113	42	tank	tank	NOUN
cet-13127	113	43	:	:	PUNCT
cet-13127	113	44	floods	flood	NOUN
cet-13127	113	45	and	and	CCONJ
cet-13127	113	46	hurricanes	hurricane	NOUN
cet-13127	113	47	.	.	PUNCT
cet-13127	114	1	process	process	PROPN
cet-13127	114	2	saf	saf	PROPN
cet-13127	114	3	.	.	PROPN
cet-13127	115	1	environ	environ	PROPN
cet-13127	115	2	.	.	PUNCT
cet-13127	115	3	prot	prot	PROPN
cet-13127	115	4	.	.	PROPN
cet-13127	115	5	,	,	PUNCT
cet-13127	115	6	161	161	NUM
cet-13127	115	7	,	,	PUNCT
cet-13127	115	8	528	528	NUM
cet-13127	115	9	-	-	SYM
cet-13127	115	10	541	541	NUM
cet-13127	115	11	.	.	PUNCT
cet-13127	116	1	ke	ke	PROPN
cet-13127	116	2	,	,	PUNCT
cet-13127	116	3	g.	g.	PROPN
cet-13127	116	4	,	,	PUNCT
cet-13127	116	5	meng	meng	PROPN
cet-13127	116	6	q.	q.	PROPN
cet-13127	116	7	,	,	PUNCT
cet-13127	116	8	finley	finley	PROPN
cet-13127	116	9	,	,	PUNCT
cet-13127	116	10	t.	t.	PROPN
cet-13127	116	11	,	,	PUNCT
cet-13127	116	12	wang	wang	PROPN
cet-13127	116	13	,	,	PUNCT
cet-13127	116	14	t.	t.	PROPN
cet-13127	116	15	,	,	PUNCT
cet-13127	116	16	chen	chen	PROPN
cet-13127	116	17	,	,	PUNCT
cet-13127	116	18	w.	w.	PROPN
cet-13127	116	19	,	,	PUNCT
cet-13127	116	20	ma	ma	PROPN
cet-13127	116	21	,	,	PUNCT
cet-13127	116	22	w.	w.	PROPN
cet-13127	116	23	,	,	PUNCT
cet-13127	116	24	ye	ye	PROPN
cet-13127	116	25	,	,	PUNCT
cet-13127	116	26	q.	q.	PROPN
cet-13127	116	27	,	,	PUNCT
cet-13127	116	28	liu	liu	PROPN
cet-13127	116	29	,	,	PUNCT
cet-13127	116	30	t.	t.	PROPN
cet-13127	116	31	y.	y.	PROPN
cet-13127	116	32	,	,	PUNCT
cet-13127	116	33	2017	2017	NUM
cet-13127	116	34	,	,	PUNCT
cet-13127	116	35	lightgbm	lightgbm	VERB
cet-13127	116	36	:	:	PUNCT
cet-13127	116	37	a	a	DET
cet-13127	116	38	highly	highly	ADV
cet-13127	116	39	efficient	efficient	ADJ
cet-13127	116	40	gradient	gradient	NOUN
cet-13127	116	41	boosting	boost	VERB
cet-13127	116	42	decision	decision	NOUN
cet-13127	116	43	tree	tree	NOUN
cet-13127	116	44	.	.	PUNCT
cet-13127	117	1	advances	advance	NOUN
cet-13127	117	2	in	in	ADP
cet-13127	117	3	neural	neural	ADJ
cet-13127	117	4	information	information	NOUN
cet-13127	117	5	processing	processing	NOUN
cet-13127	117	6	systems	system	NOUN
cet-13127	117	7	,	,	PUNCT
cet-13127	117	8	30	30	NUM
cet-13127	117	9	,	,	PUNCT
cet-13127	117	10	3146	3146	NUM
cet-13127	117	11	-	-	SYM
cet-13127	117	12	54	54	NUM
cet-13127	117	13	.	.	PUNCT
cet-13127	118	1	krausmann	krausmann	PROPN
cet-13127	118	2	,	,	PUNCT
cet-13127	118	3	e.	e.	PROPN
cet-13127	118	4	,	,	PUNCT
cet-13127	118	5	girgin	girgin	NOUN
cet-13127	118	6	,	,	PUNCT
cet-13127	118	7	s.	s.	PROPN
cet-13127	118	8	,	,	PUNCT
cet-13127	118	9	necci	necci	PROPN
cet-13127	118	10	,	,	PUNCT
cet-13127	118	11	a.	a.	NOUN
cet-13127	118	12	,	,	PUNCT
cet-13127	118	13	2019	2019	NUM
cet-13127	118	14	,	,	PUNCT
cet-13127	118	15	natural	natural	ADJ
cet-13127	118	16	hazard	hazard	NOUN
cet-13127	118	17	impacts	impact	NOUN
cet-13127	118	18	on	on	ADP
cet-13127	118	19	industry	industry	NOUN
cet-13127	118	20	and	and	CCONJ
cet-13127	118	21	critical	critical	ADJ
cet-13127	118	22	infrastructure	infrastructure	NOUN
cet-13127	118	23	:	:	PUNCT
cet-13127	118	24	natech	natech	ADJ
cet-13127	118	25	risk	risk	NOUN
cet-13127	118	26	drivers	driver	NOUN
cet-13127	118	27	and	and	CCONJ
cet-13127	118	28	risk	risk	NOUN
cet-13127	118	29	management	management	NOUN
cet-13127	118	30	performance	performance	NOUN
cet-13127	118	31	indicators	indicator	NOUN
cet-13127	118	32	,	,	PUNCT
cet-13127	118	33	int	int	NOUN
cet-13127	118	34	.	.	PUNCT
cet-13127	119	1	j.	j.	PROPN
cet-13127	119	2	of	of	ADP
cet-13127	119	3	disaster	disaster	NOUN
cet-13127	119	4	risk	risk	NOUN
cet-13127	119	5	reduction	reduction	NOUN
cet-13127	119	6	,	,	PUNCT
cet-13127	119	7	40	40	NUM
cet-13127	119	8	,	,	PUNCT
cet-13127	119	9	101163	101163	NUM
cet-13127	119	10	.	.	PUNCT
cet-13127	120	1	laurent	laurent	PROPN
cet-13127	120	2	,	,	PUNCT
cet-13127	120	3	a.	a.	NOUN
cet-13127	120	4	,	,	PUNCT
cet-13127	120	5	pey	pey	PROPN
cet-13127	120	6	,	,	PUNCT
cet-13127	120	7	a.	a.	NOUN
cet-13127	120	8	,	,	PUNCT
cet-13127	120	9	gurtel	gurtel	NOUN
cet-13127	120	10	,	,	PUNCT
cet-13127	120	11	p.	p.	PROPN
cet-13127	120	12	,	,	PUNCT
cet-13127	120	13	fabiano	fabiano	PROPN
cet-13127	120	14	,	,	PUNCT
cet-13127	120	15	b.	b.	PROPN
cet-13127	120	16	,	,	PUNCT
cet-13127	120	17	2021	2021	NUM
cet-13127	120	18	,	,	PUNCT
cet-13127	120	19	a	a	DET
cet-13127	120	20	critical	critical	ADJ
cet-13127	120	21	perspective	perspective	NOUN
cet-13127	120	22	on	on	ADP
cet-13127	120	23	the	the	DET
cet-13127	120	24	implementation	implementation	NOUN
cet-13127	120	25	of	of	ADP
cet-13127	120	26	the	the	DET
cet-13127	120	27	eu	eu	PROPN
cet-13127	120	28	council	council	PROPN
cet-13127	120	29	seveso	seveso	PROPN
cet-13127	120	30	directives	directive	NOUN
cet-13127	120	31	in	in	ADP
cet-13127	120	32	france	france	PROPN
cet-13127	120	33	,	,	PUNCT
cet-13127	120	34	germany	germany	PROPN
cet-13127	120	35	,	,	PUNCT
cet-13127	120	36	italy	italy	PROPN
cet-13127	120	37	and	and	CCONJ
cet-13127	120	38	spain	spain	PROPN
cet-13127	120	39	,	,	PUNCT
cet-13127	120	40	process	process	NOUN
cet-13127	120	41	saf	saf	PROPN
cet-13127	120	42	.	.	PROPN
cet-13127	120	43	environ	environ	PROPN
cet-13127	120	44	.	.	PUNCT
cet-13127	120	45	prot	prot	PROPN
cet-13127	120	46	.	.	PROPN
cet-13127	120	47	,	,	PUNCT
cet-13127	120	48	148	148	NUM
cet-13127	120	49	,	,	PUNCT
cet-13127	120	50	47–74	47–74	NUM
cet-13127	120	51	.	.	PUNCT
cet-13127	121	1	mercurio	mercurio	PROPN
cet-13127	121	2	,	,	PUNCT
cet-13127	121	3	g.	g.	PROPN
cet-13127	121	4	,	,	PUNCT
cet-13127	121	5	2008	2008	NUM
cet-13127	121	6	,	,	PUNCT
cet-13127	121	7	infiltration	infiltration	NOUN
cet-13127	121	8	processes	process	NOUN
cet-13127	121	9	and	and	CCONJ
cet-13127	121	10	triggering	trigger	VERB
cet-13127	121	11	mechanisms	mechanism	NOUN
cet-13127	121	12	of	of	ADP
cet-13127	121	13	shallow	shallow	ADJ
cet-13127	121	14	landslides	landslide	NOUN
cet-13127	121	15	in	in	ADP
cet-13127	121	16	partially	partially	ADV
cet-13127	121	17	saturated	saturate	VERB
cet-13127	121	18	soils	soil	NOUN
cet-13127	121	19	(	(	PUNCT
cet-13127	121	20	in	in	ADP
cet-13127	121	21	italian	italian	NOUN
cet-13127	121	22	)	)	PUNCT
cet-13127	121	23	,	,	PUNCT
cet-13127	121	24	phd	phd	NOUN
cet-13127	121	25	thesis	thesis	NOUN
cet-13127	121	26	,	,	PUNCT
cet-13127	121	27	university	university	NOUN
cet-13127	121	28	of	of	ADP
cet-13127	121	29	genova	genova	PROPN
cet-13127	121	30	,	,	PUNCT
cet-13127	121	31	genoa	genoa	PROPN
cet-13127	121	32	,	,	PUNCT
cet-13127	121	33	italy	italy	PROPN
cet-13127	121	34	.	.	PUNCT
cet-13127	122	1	park	park	PROPN
cet-13127	122	2	,	,	PUNCT
cet-13127	122	3	h.j	h.j	PROPN
cet-13127	122	4	.	.	PROPN
cet-13127	122	5	,	,	PUNCT
cet-13127	122	6	lee	lee	PROPN
cet-13127	122	7	,	,	PUNCT
cet-13127	122	8	j.h	j.h	PROPN
cet-13127	122	9	.	.	PROPN
cet-13127	122	10	,	,	PUNCT
cet-13127	122	11	woo	woo	PROPN
cet-13127	122	12	,	,	PUNCT
cet-13127	122	13	i.k	i.k	PROPN
cet-13127	122	14	.	.	PROPN
cet-13127	122	15	,	,	PUNCT
cet-13127	122	16	2013	2013	NUM
cet-13127	122	17	,	,	PUNCT
cet-13127	122	18	assessment	assessment	NOUN
cet-13127	122	19	of	of	ADP
cet-13127	122	20	rainfall	rainfall	NOUN
cet-13127	122	21	-	-	PUNCT
cet-13127	122	22	induced	induce	VERB
cet-13127	122	23	shallow	shallow	ADJ
cet-13127	122	24	landslide	landslide	NOUN
cet-13127	122	25	susceptibility	susceptibility	NOUN
cet-13127	122	26	using	use	VERB
cet-13127	122	27	a	a	DET
cet-13127	122	28	gis	gis	NOUN
cet-13127	122	29	-	-	PUNCT
cet-13127	122	30	based	base	VERB
cet-13127	122	31	probabilistic	probabilistic	ADJ
cet-13127	122	32	approach	approach	NOUN
cet-13127	122	33	,	,	PUNCT
cet-13127	122	34	engineering	engineering	NOUN
cet-13127	122	35	geology	geology	NOUN
cet-13127	122	36	,	,	PUNCT
cet-13127	122	37	161	161	NUM
cet-13127	122	38	,	,	PUNCT
cet-13127	122	39	1	1	NUM
cet-13127	122	40	-	-	SYM
cet-13127	122	41	15	15	NUM
cet-13127	122	42	.	.	PUNCT
cet-13127	123	1	petley	petley	PROPN
cet-13127	123	2	,	,	PUNCT
cet-13127	123	3	d.	d.	PROPN
cet-13127	123	4	,	,	PUNCT
cet-13127	123	5	2012	2012	NUM
cet-13127	123	6	,	,	PUNCT
cet-13127	123	7	global	global	ADJ
cet-13127	123	8	patterns	pattern	NOUN
cet-13127	123	9	of	of	ADP
cet-13127	123	10	loss	loss	NOUN
cet-13127	123	11	of	of	ADP
cet-13127	123	12	life	life	NOUN
cet-13127	123	13	from	from	ADP
cet-13127	123	14	landslides	landslide	NOUN
cet-13127	123	15	,	,	PUNCT
cet-13127	123	16	geology	geology	NOUN
cet-13127	123	17	,	,	PUNCT
cet-13127	123	18	40	40	NUM
cet-13127	123	19	,	,	PUNCT
cet-13127	123	20	927	927	NUM
cet-13127	123	21	-	-	SYM
cet-13127	123	22	930	930	NUM
cet-13127	123	23	.	.	PUNCT
cet-13127	124	1	vairo	vairo	ADJ
cet-13127	124	2	,	,	PUNCT
cet-13127	124	3	t.	t.	PROPN
cet-13127	124	4	,	,	PUNCT
cet-13127	124	5	lecca	lecca	PROPN
cet-13127	124	6	,	,	PUNCT
cet-13127	124	7	m.	m.	NOUN
cet-13127	124	8	,	,	PUNCT
cet-13127	124	9	trovatore	trovatore	NOUN
cet-13127	124	10	,	,	PUNCT
cet-13127	124	11	e.	e.	PROPN
cet-13127	124	12	,	,	PUNCT
cet-13127	124	13	reverberi	reverberi	PROPN
cet-13127	124	14	,	,	PUNCT
cet-13127	124	15	a.p	a.p	PROPN
cet-13127	124	16	.	.	PROPN
cet-13127	124	17	,	,	PUNCT
cet-13127	124	18	fabiano	fabiano	PROPN
cet-13127	124	19	b.	b.	PROPN
cet-13127	124	20	,	,	PUNCT
cet-13127	124	21	2019	2019	NUM
cet-13127	124	22	,	,	PUNCT
cet-13127	124	23	a	a	DET
cet-13127	124	24	bayesian	bayesian	NOUN
cet-13127	124	25	belief	belief	NOUN
cet-13127	124	26	network	network	NOUN
cet-13127	124	27	for	for	ADP
cet-13127	124	28	local	local	ADJ
cet-13127	124	29	air	air	NOUN
cet-13127	124	30	quality	quality	NOUN
cet-13127	124	31	forecasting	forecasting	NOUN
cet-13127	124	32	,	,	PUNCT
cet-13127	124	33	chemical	chemical	NOUN
cet-13127	124	34	engineering	engineering	NOUN
cet-13127	124	35	transactions	transaction	NOUN
cet-13127	124	36	,	,	PUNCT
cet-13127	124	37	74	74	NUM
cet-13127	124	38	,	,	PUNCT
cet-13127	124	39	271	271	NUM
cet-13127	124	40	-	-	SYM
cet-13127	124	41	276	276	NUM
cet-13127	124	42	.	.	PUNCT
cet-13127	125	1	vairo	vairo	ADJ
cet-13127	125	2	,	,	PUNCT
cet-13127	125	3	t.	t.	PROPN
cet-13127	125	4	,	,	PUNCT
cet-13127	125	5	gualeni	gualeni	NOUN
cet-13127	125	6	,	,	PUNCT
cet-13127	125	7	p.	p.	NOUN
cet-13127	125	8	,	,	PUNCT
cet-13127	125	9	reverberi	reverberi	PROPN
cet-13127	125	10	,	,	PUNCT
cet-13127	125	11	a.p	a.p	PROPN
cet-13127	125	12	.	.	PROPN
cet-13127	125	13	,	,	PUNCT
cet-13127	125	14	fabiano	fabiano	PROPN
cet-13127	125	15	,	,	PUNCT
cet-13127	125	16	b.	b.	PROPN
cet-13127	125	17	,	,	PUNCT
cet-13127	125	18	2021	2021	NUM
cet-13127	125	19	,	,	PUNCT
cet-13127	125	20	resilience	resilience	NOUN
cet-13127	125	21	dynamic	dynamic	ADJ
cet-13127	125	22	assessment	assessment	NOUN
cet-13127	125	23	based	base	VERB
cet-13127	125	24	on	on	ADP
cet-13127	125	25	precursor	precursor	NOUN
cet-13127	125	26	events	event	NOUN
cet-13127	125	27	:	:	PUNCT
cet-13127	125	28	application	application	NOUN
cet-13127	125	29	to	to	ADP
cet-13127	125	30	ship	ship	NOUN
cet-13127	125	31	lng	lng	PROPN
cet-13127	125	32	bunkering	bunkering	NOUN
cet-13127	125	33	operations	operation	NOUN
cet-13127	125	34	,	,	PUNCT
cet-13127	125	35	sustainability	sustainability	NOUN
cet-13127	125	36	,	,	PUNCT
cet-13127	125	37	13(2	13(2	PROPN
cet-13127	125	38	)	)	PUNCT
cet-13127	125	39	,	,	PUNCT
cet-13127	125	40	6836	6836	NUM
cet-13127	125	41	.	.	PUNCT
cet-13127	126	1	vairo	vairo	PROPN
cet-13127	126	2	t.	t.	PROPN
cet-13127	126	3	,	,	PUNCT
cet-13127	126	4	cademartori	cademartori	PROPN
cet-13127	126	5	,	,	PUNCT
cet-13127	126	6	d.	d.	PROPN
cet-13127	126	7	,	,	PUNCT
cet-13127	126	8	clematis	clematis	PROPN
cet-13127	126	9	,	,	PUNCT
cet-13127	126	10	d.	d.	PROPN
cet-13127	126	11	,	,	PUNCT
cet-13127	126	12	carpanese	carpanese	PROPN
cet-13127	126	13	,	,	PUNCT
cet-13127	126	14	m.p	m.p	PROPN
cet-13127	126	15	.	.	PROPN
cet-13127	126	16	,	,	PUNCT
cet-13127	126	17	fabiano	fabiano	PROPN
cet-13127	126	18	b.	b.	PROPN
cet-13127	126	19	,	,	PUNCT
cet-13127	126	20	2023a	2023a	NUM
cet-13127	126	21	,	,	PUNCT
cet-13127	126	22	solid	solid	ADJ
cet-13127	126	23	oxide	oxide	NOUN
cet-13127	126	24	fuel	fuel	NOUN
cet-13127	126	25	cells	cell	NOUN
cet-13127	126	26	for	for	ADP
cet-13127	126	27	shipping	shipping	NOUN
cet-13127	126	28	:	:	PUNCT
cet-13127	126	29	a	a	DET
cet-13127	126	30	machine	machine	NOUN
cet-13127	126	31	learning	learn	VERB
cet-13127	126	32	model	model	NOUN
cet-13127	126	33	for	for	ADP
cet-13127	126	34	early	early	ADJ
cet-13127	126	35	detection	detection	NOUN
cet-13127	126	36	of	of	ADP
cet-13127	126	37	hazardous	hazardous	ADJ
cet-13127	126	38	system	system	NOUN
cet-13127	126	39	deviations	deviation	NOUN
cet-13127	126	40	.	.	PUNCT
cet-13127	127	1	process	process	PROPN
cet-13127	127	2	saf	saf	PROPN
cet-13127	127	3	.	.	PROPN
cet-13127	128	1	environ	environ	PROPN
cet-13127	128	2	.	.	PUNCT
cet-13127	128	3	prot	prot	PROPN
cet-13127	128	4	.	.	PROPN
cet-13127	128	5	,	,	PUNCT
cet-13127	128	6	172	172	NUM
cet-13127	128	7	,	,	PUNCT
cet-13127	128	8	184	184	NUM
cet-13127	128	9	-	-	SYM
cet-13127	128	10	194	194	NUM
cet-13127	128	11	.	.	PUNCT
cet-13127	129	1	vairo	vairo	PROPN
cet-13127	129	2	t.	t.	PROPN
cet-13127	129	3	,	,	PUNCT
cet-13127	129	4	pettinato	pettinato	NOUN
cet-13127	129	5	,	,	PUNCT
cet-13127	129	6	m.	m.	NOUN
cet-13127	129	7	,	,	PUNCT
cet-13127	129	8	reverberi	reverberi	PROPN
cet-13127	129	9	,	,	PUNCT
cet-13127	129	10	a.p	a.p	PROPN
cet-13127	129	11	.	.	PROPN
cet-13127	129	12	,	,	PUNCT
cet-13127	129	13	milazzo	milazzo	PROPN
cet-13127	129	14	,	,	PUNCT
cet-13127	129	15	m.f	m.f	PROPN
cet-13127	129	16	.	.	PROPN
cet-13127	129	17	,	,	PUNCT
cet-13127	129	18	fabiano	fabiano	PROPN
cet-13127	129	19	b.	b.	PROPN
cet-13127	129	20	,	,	PUNCT
cet-13127	129	21	2023b	2023b	NUM
cet-13127	129	22	,	,	PUNCT
cet-13127	129	23	an	an	DET
cet-13127	129	24	approach	approach	NOUN
cet-13127	129	25	towards	towards	ADP
cet-13127	129	26	the	the	DET
cet-13127	129	27	implementation	implementation	NOUN
cet-13127	129	28	of	of	ADP
cet-13127	129	29	a	a	DET
cet-13127	129	30	reliable	reliable	ADJ
cet-13127	129	31	resilience	resilience	NOUN
cet-13127	129	32	model	model	NOUN
cet-13127	129	33	based	base	VERB
cet-13127	129	34	on	on	ADP
cet-13127	129	35	machine	machine	NOUN
cet-13127	129	36	learning	learning	NOUN
cet-13127	129	37	,	,	PUNCT
cet-13127	129	38	process	process	NOUN
cet-13127	129	39	saf	saf	PROPN
cet-13127	129	40	.	.	PROPN
cet-13127	130	1	environ	environ	PROPN
cet-13127	130	2	.	.	PUNCT
cet-13127	130	3	prot	prot	PROPN
cet-13127	130	4	.	.	PROPN
cet-13127	130	5	,	,	PUNCT
cet-13127	130	6	172	172	NUM
cet-13127	130	7	,	,	PUNCT
cet-13127	130	8	632	632	NUM
cet-13127	130	9	-	-	SYM
cet-13127	130	10	641	641	NUM
cet-13127	130	11	.	.	PUNCT
cet-13127	131	1	294	294	NUM
cet-13127	131	2	224vairo.pdf	224vairo.pdf	NUM
cet-13127	131	3	a	a	DET
cet-13127	131	4	dynamic	dynamic	ADJ
cet-13127	131	5	approach	approach	NOUN
cet-13127	131	6	to	to	ADP
cet-13127	131	7	natech	natech	ADJ
cet-13127	131	8	risk	risk	NOUN
cet-13127	131	9	assessment	assessment	NOUN
cet-13127	131	10	applied	apply	VERB
cet-13127	131	11	to	to	ADP
cet-13127	131	12	an	an	DET
cet-13127	131	13	lpg	lpg	NOUN
cet-13127	131	14	storage	storage	NOUN
cet-13127	131	15	facility	facility	NOUN
cet-13127	131	16	in	in	ADP
cet-13127	131	17	a	a	DET
cet-13127	131	18	landslides	landslide	NOUN
cet-13127	131	19	sensitive	sensitive	ADJ
cet-13127	131	20	italian	italian	ADJ
cet-13127	131	21	area	area	NOUN