id	sid	tid	token	lemma	pos
bracis-33656	1	1	explainability	explainability	NOUN
bracis-33656	1	2	of	of	ADP
bracis-33656	1	3	 	 	SPACE
bracis-33656	1	4	machine	machine	NOUN
bracis-33656	1	5	learning	learning	NOUN
bracis-33656	1	6	models	model	NOUN
bracis-33656	1	7	with	with	ADP
bracis-33656	1	8	 	 	SPACE
bracis-33656	1	9	xgboost	xgboost	ADV
bracis-33656	1	10	and	and	CCONJ
bracis-33656	1	11	 	 	SPACE
bracis-33656	1	12	shap	shap	NOUN
bracis-33656	1	13	values	value	NOUN
bracis-33656	1	14	in	in	ADP
bracis-33656	1	15	 	 	SPACE
bracis-33656	1	16	the	the	DET
bracis-33656	1	17	 	 	SPACE
bracis-33656	1	18	context	context	NOUN
bracis-33656	1	19	of	of	ADP
bracis-33656	1	20	 	 	SPACE
bracis-33656	1	21	coping	cope	VERB
bracis-33656	1	22	with	with	ADP
bracis-33656	1	23	 	 	SPACE
bracis-33656	1	24	disasters	disaster	NOUN
bracis-33656	1	25	|	|	ADV
bracis-33656	1	26	springer	springer	NOUN
bracis-33656	1	27	nature	nature	PROPN
bracis-33656	1	28	link	link	PROPN
bracis-33656	1	29	(	(	PUNCT
bracis-33656	1	30	formerly	formerly	ADV
bracis-33656	1	31	springerlink	springerlink	NOUN
bracis-33656	1	32	)	)	PUNCT
bracis-33656	1	33	skip	skip	VERB
bracis-33656	1	34	to	to	ADP
bracis-33656	1	35	main	main	ADJ
bracis-33656	1	36	content	content	NOUN
bracis-33656	1	37	advertisement	advertisement	NOUN
bracis-33656	1	38	log	log	NOUN
bracis-33656	1	39	in	in	ADP
bracis-33656	1	40	menu	menu	NOUN
bracis-33656	1	41	find	find	VERB
bracis-33656	1	42	a	a	DET
bracis-33656	1	43	journal	journal	NOUN
bracis-33656	1	44	publish	publish	VERB
bracis-33656	1	45	with	with	ADP
bracis-33656	1	46	us	we	PRON
bracis-33656	1	47	track	track	VERB
bracis-33656	1	48	your	your	PRON
bracis-33656	1	49	research	research	NOUN
bracis-33656	1	50	search	search	NOUN
bracis-33656	1	51	cart	cart	NOUN
bracis-33656	1	52	home	home	NOUN
bracis-33656	1	53	intelligent	intelligent	ADJ
bracis-33656	1	54	systems	system	NOUN
bracis-33656	1	55	conference	conference	NOUN
bracis-33656	1	56	paper	paper	NOUN
bracis-33656	1	57	explainability	explainability	NOUN
bracis-33656	1	58	of	of	ADP
bracis-33656	1	59	 	 	SPACE
bracis-33656	1	60	machine	machine	NOUN
bracis-33656	1	61	learning	learning	NOUN
bracis-33656	1	62	models	model	NOUN
bracis-33656	1	63	with	with	ADP
bracis-33656	1	64	 	 	SPACE
bracis-33656	1	65	xgboost	xgboost	ADV
bracis-33656	1	66	and	and	CCONJ
bracis-33656	1	67	 	 	SPACE
bracis-33656	1	68	shap	shap	NOUN
bracis-33656	1	69	values	value	NOUN
bracis-33656	1	70	in	in	ADP
bracis-33656	1	71	 	 	SPACE
bracis-33656	1	72	the	the	DET
bracis-33656	1	73	 	 	SPACE
bracis-33656	1	74	context	context	NOUN
bracis-33656	1	75	of	of	ADP
bracis-33656	1	76	 	 	SPACE
bracis-33656	1	77	coping	cope	VERB
bracis-33656	1	78	with	with	ADP
bracis-33656	1	79	 	 	SPACE
bracis-33656	1	80	disasters	disaster	NOUN
bracis-33656	1	81	conference	conference	NOUN
bracis-33656	1	82	paper	paper	NOUN
bracis-33656	1	83	first	first	ADV
bracis-33656	1	84	online	online	ADV
bracis-33656	1	85	:	:	PUNCT
bracis-33656	1	86	31	31	NUM
bracis-33656	1	87	january	january	NOUN
bracis-33656	1	88	2025	2025	NUM
bracis-33656	1	89	pp	pp	PROPN
bracis-33656	1	90	152–166	152–166	NUM
bracis-33656	1	91	cite	cite	VERB
bracis-33656	1	92	this	this	DET
bracis-33656	1	93	conference	conference	NOUN
bracis-33656	1	94	paper	paper	NOUN
bracis-33656	1	95	access	access	NOUN
bracis-33656	1	96	provided	provide	VERB
bracis-33656	1	97	by	by	ADP
bracis-33656	1	98	university	university	PROPN
bracis-33656	1	99	of	of	ADP
bracis-33656	1	100	notre	notre	PROPN
bracis-33656	1	101	dame	dame	PROPN
bracis-33656	1	102	hesburgh	hesburgh	PROPN
bracis-33656	1	103	library	library	PROPN
bracis-33656	1	104	download	download	PROPN
bracis-33656	1	105	book	book	NOUN
bracis-33656	1	106	pdf	pdf	PROPN
bracis-33656	1	107	download	download	NOUN
bracis-33656	1	108	book	book	NOUN
bracis-33656	1	109	epub	epub	PROPN
bracis-33656	1	110	intelligent	intelligent	ADJ
bracis-33656	1	111	systems	system	NOUN
bracis-33656	1	112	(	(	PUNCT
bracis-33656	1	113	bracis	bracis	NOUN
bracis-33656	1	114	2024	2024	NUM
bracis-33656	1	115	)	)	PUNCT
bracis-33656	1	116	explainability	explainability	NOUN
bracis-33656	1	117	of	of	ADP
bracis-33656	1	118	 	 	SPACE
bracis-33656	1	119	machine	machine	NOUN
bracis-33656	1	120	learning	learning	NOUN
bracis-33656	1	121	models	model	NOUN
bracis-33656	1	122	with	with	ADP
bracis-33656	1	123	 	 	SPACE
bracis-33656	1	124	xgboost	xgboost	ADV
bracis-33656	1	125	and	and	CCONJ
bracis-33656	1	126	 	 	SPACE
bracis-33656	1	127	shap	shap	NOUN
bracis-33656	1	128	values	value	NOUN
bracis-33656	1	129	in	in	ADP
bracis-33656	1	130	 	 	SPACE
bracis-33656	1	131	the	the	DET
bracis-33656	1	132	 	 	SPACE
bracis-33656	1	133	context	context	NOUN
bracis-33656	1	134	of	of	ADP
bracis-33656	1	135	 	 	SPACE
bracis-33656	1	136	coping	cope	VERB
bracis-33656	1	137	with	with	ADP
bracis-33656	1	138	 	 	SPACE
bracis-33656	1	139	disasters	disaster	NOUN
bracis-33656	1	140	download	download	VERB
bracis-33656	1	141	book	book	NOUN
bracis-33656	1	142	pdf	pdf	PROPN
bracis-33656	1	143	download	download	NOUN
bracis-33656	1	144	book	book	PROPN
bracis-33656	1	145	epub	epub	PROPN
bracis-33656	1	146	lucas	lucas	PROPN
bracis-33656	1	147	teixeira9	teixeira9	PROPN
bracis-33656	1	148	,	,	PUNCT
bracis-33656	1	149	augusto	augusto	PROPN
bracis-33656	1	150	matos9	matos9	PROPN
bracis-33656	1	151	,	,	PUNCT
bracis-33656	1	152	gabriel	gabriel	PROPN
bracis-33656	1	153	carvalho10	carvalho10	PROPN
bracis-33656	1	154	,	,	PUNCT
bracis-33656	1	155	norma	norma	PROPN
bracis-33656	1	156	valencio10	valencio10	PROPN
bracis-33656	1	157	&	&	CCONJ
bracis-33656	1	158	…	…	PUNCT
bracis-33656	1	159	heloisa	heloisa	NOUN
bracis-33656	1	160	camargo9	camargo9	NOUN
bracis-33656	1	161	  	  	SPACE
bracis-33656	1	162	show	show	NOUN
bracis-33656	1	163	authors	author	NOUN
bracis-33656	1	164	part	part	NOUN
bracis-33656	1	165	of	of	ADP
bracis-33656	1	166	the	the	DET
bracis-33656	1	167	book	book	NOUN
bracis-33656	1	168	series	series	NOUN
bracis-33656	1	169	:	:	PUNCT
bracis-33656	1	170	lecture	lecture	NOUN
bracis-33656	1	171	notes	note	NOUN
bracis-33656	1	172	in	in	ADP
bracis-33656	1	173	computer	computer	NOUN
bracis-33656	1	174	science	science	NOUN
bracis-33656	1	175	(	(	PUNCT
bracis-33656	1	176	(	(	PUNCT
bracis-33656	1	177	lnai	lnai	ADJ
bracis-33656	1	178	,	,	PUNCT
bracis-33656	1	179	volume	volume	NOUN
bracis-33656	1	180	15415	15415	NUM
bracis-33656	1	181	)	)	PUNCT
bracis-33656	1	182	)	)	PUNCT
bracis-33656	1	183	included	include	VERB
bracis-33656	1	184	in	in	ADP
bracis-33656	1	185	the	the	DET
bracis-33656	1	186	following	follow	VERB
bracis-33656	1	187	conference	conference	NOUN
bracis-33656	1	188	series	series	NOUN
bracis-33656	1	189	:	:	PUNCT
bracis-33656	1	190	brazilian	brazilian	ADJ
bracis-33656	1	191	conference	conference	NOUN
bracis-33656	1	192	on	on	ADP
bracis-33656	1	193	intelligent	intelligent	ADJ
bracis-33656	1	194	systems	system	NOUN
bracis-33656	1	195	280	280	NUM
bracis-33656	1	196	accesses	access	NOUN
bracis-33656	1	197	1	1	NUM
bracis-33656	1	198	citation	citation	NOUN
bracis-33656	1	199	abstract	abstract	NOUN
bracis-33656	1	200	a	a	DET
bracis-33656	1	201	considerable	considerable	ADJ
bracis-33656	1	202	part	part	NOUN
bracis-33656	1	203	of	of	ADP
bracis-33656	1	204	brazilian	brazilian	ADJ
bracis-33656	1	205	municipalities	municipality	NOUN
bracis-33656	1	206	experiences	experience	VERB
bracis-33656	1	207	the	the	DET
bracis-33656	1	208	recurrence	recurrence	NOUN
bracis-33656	1	209	of	of	ADP
bracis-33656	1	210	emergencies	emergency	NOUN
bracis-33656	1	211	,	,	PUNCT
bracis-33656	1	212	related	relate	VERB
bracis-33656	1	213	to	to	ADP
bracis-33656	1	214	different	different	ADJ
bracis-33656	1	215	types	type	NOUN
bracis-33656	1	216	of	of	ADP
bracis-33656	1	217	disasters	disaster	NOUN
bracis-33656	1	218	,	,	PUNCT
bracis-33656	1	219	which	which	PRON
bracis-33656	1	220	weakens	weaken	VERB
bracis-33656	1	221	them	they	PRON
bracis-33656	1	222	–	–	PUNCT
bracis-33656	1	223	both	both	CCONJ
bracis-33656	1	224	the	the	DET
bracis-33656	1	225	public	public	ADJ
bracis-33656	1	226	administration	administration	NOUN
bracis-33656	1	227	and	and	CCONJ
bracis-33656	1	228	the	the	DET
bracis-33656	1	229	citizens	citizen	NOUN
bracis-33656	1	230	–	–	PUNCT
bracis-33656	1	231	while	while	SCONJ
bracis-33656	1	232	they	they	PRON
bracis-33656	1	233	are	be	AUX
bracis-33656	1	234	equally	equally	ADV
bracis-33656	1	235	oriented	orient	VERB
bracis-33656	1	236	to	to	PART
bracis-33656	1	237	operate	operate	VERB
bracis-33656	1	238	transitions	transition	NOUN
bracis-33656	1	239	to	to	PART
bracis-33656	1	240	achieve	achieve	VERB
bracis-33656	1	241	the	the	DET
bracis-33656	1	242	2030	2030	NUM
bracis-33656	1	243	sustainable	sustainable	ADJ
bracis-33656	1	244	development	development	NOUN
bracis-33656	1	245	goals	goal	NOUN
bracis-33656	1	246	(	(	PUNCT
bracis-33656	1	247	sdg	sdg	NOUN
bracis-33656	1	248	)	)	PUNCT
bracis-33656	1	249	agenda	agenda	NOUN
bracis-33656	1	250	.	.	PUNCT
bracis-33656	2	1	to	to	PART
bracis-33656	2	2	mitigate	mitigate	VERB
bracis-33656	2	3	the	the	DET
bracis-33656	2	4	crises	crisis	NOUN
bracis-33656	2	5	addressed	address	VERB
bracis-33656	2	6	by	by	ADP
bracis-33656	2	7	the	the	DET
bracis-33656	2	8	2030	2030	NUM
bracis-33656	2	9	agenda	agenda	NOUN
bracis-33656	2	10	,	,	PUNCT
bracis-33656	2	11	intersectoral	intersectoral	ADJ
bracis-33656	2	12	consultation	consultation	NOUN
bracis-33656	2	13	guided	guide	VERB
bracis-33656	2	14	by	by	ADP
bracis-33656	2	15	an	an	DET
bracis-33656	2	16	integrated	integrated	ADJ
bracis-33656	2	17	approach	approach	NOUN
bracis-33656	2	18	to	to	ADP
bracis-33656	2	19	social	social	ADJ
bracis-33656	2	20	justice	justice	NOUN
bracis-33656	2	21	,	,	PUNCT
bracis-33656	2	22	accountability	accountability	NOUN
bracis-33656	2	23	and	and	CCONJ
bracis-33656	2	24	sustainability	sustainability	NOUN
bracis-33656	2	25	is	be	AUX
bracis-33656	2	26	required	require	VERB
bracis-33656	2	27	to	to	PART
bracis-33656	2	28	renew	renew	VERB
bracis-33656	2	29	social	social	ADJ
bracis-33656	2	30	dynamics	dynamic	NOUN
bracis-33656	2	31	and	and	CCONJ
bracis-33656	2	32	corresponding	corresponding	ADJ
bracis-33656	2	33	local	local	ADJ
bracis-33656	2	34	public	public	ADJ
bracis-33656	2	35	policies	policy	NOUN
bracis-33656	2	36	.	.	PUNCT
bracis-33656	3	1	the	the	DET
bracis-33656	3	2	objective	objective	NOUN
bracis-33656	3	3	of	of	ADP
bracis-33656	3	4	this	this	DET
bracis-33656	3	5	paper	paper	NOUN
bracis-33656	3	6	is	be	AUX
bracis-33656	3	7	to	to	PART
bracis-33656	3	8	carry	carry	VERB
bracis-33656	3	9	out	out	ADP
bracis-33656	3	10	an	an	DET
bracis-33656	3	11	integrated	integrated	ADJ
bracis-33656	3	12	analysis	analysis	NOUN
bracis-33656	3	13	of	of	ADP
bracis-33656	3	14	such	such	ADJ
bracis-33656	3	15	dynamics	dynamic	NOUN
bracis-33656	3	16	in	in	ADP
bracis-33656	3	17	their	their	PRON
bracis-33656	3	18	main	main	ADJ
bracis-33656	3	19	social	social	ADJ
bracis-33656	3	20	and	and	CCONJ
bracis-33656	3	21	economic	economic	ADJ
bracis-33656	3	22	components	component	NOUN
bracis-33656	3	23	,	,	PUNCT
bracis-33656	3	24	modeling	model	VERB
bracis-33656	3	25	the	the	DET
bracis-33656	3	26	indicators	indicator	NOUN
bracis-33656	3	27	of	of	ADP
bracis-33656	3	28	some	some	DET
bracis-33656	3	29	specific	specific	ADJ
bracis-33656	3	30	sgd	sgd	NOUN
bracis-33656	3	31	and	and	CCONJ
bracis-33656	3	32	emergence	emergence	NOUN
bracis-33656	3	33	decrees	decree	NOUN
bracis-33656	3	34	data	datum	NOUN
bracis-33656	3	35	as	as	ADP
bracis-33656	3	36	input	input	NOUN
bracis-33656	3	37	variables	variable	NOUN
bracis-33656	3	38	to	to	ADP
bracis-33656	3	39	a	a	DET
bracis-33656	3	40	classification	classification	NOUN
bracis-33656	3	41	problem	problem	NOUN
bracis-33656	3	42	and	and	CCONJ
bracis-33656	3	43	using	use	VERB
bracis-33656	3	44	explainable	explainable	ADJ
bracis-33656	3	45	machine	machine	NOUN
bracis-33656	3	46	learning	learning	NOUN
bracis-33656	3	47	,	,	PUNCT
bracis-33656	3	48	namely	namely	ADV
bracis-33656	3	49	shap	shap	VERB
bracis-33656	3	50	values	value	NOUN
bracis-33656	3	51	technique	technique	NOUN
bracis-33656	3	52	,	,	PUNCT
bracis-33656	3	53	to	to	PART
bracis-33656	3	54	assess	assess	VERB
bracis-33656	3	55	their	their	PRON
bracis-33656	3	56	intertwining	intertwine	VERB
bracis-33656	3	57	and/or	and/or	CCONJ
bracis-33656	3	58	synergies	synergy	NOUN
bracis-33656	3	59	.	.	PUNCT
bracis-33656	4	1	three	three	NUM
bracis-33656	4	2	classification	classification	NOUN
bracis-33656	4	3	models	model	NOUN
bracis-33656	4	4	were	be	AUX
bracis-33656	4	5	tested	test	VERB
bracis-33656	4	6	on	on	ADP
bracis-33656	4	7	data	datum	NOUN
bracis-33656	4	8	from	from	ADP
bracis-33656	4	9	2003	2003	NUM
bracis-33656	4	10	to	to	ADP
bracis-33656	4	11	2020	2020	NUM
bracis-33656	4	12	and	and	CCONJ
bracis-33656	4	13	the	the	DET
bracis-33656	4	14	model	model	NOUN
bracis-33656	4	15	which	which	PRON
bracis-33656	4	16	presented	present	VERB
bracis-33656	4	17	the	the	DET
bracis-33656	4	18	best	good	ADJ
bracis-33656	4	19	accuracy	accuracy	NOUN
bracis-33656	4	20	was	be	AUX
bracis-33656	4	21	analyzed	analyze	VERB
bracis-33656	4	22	with	with	ADP
bracis-33656	4	23	shap	shap	PROPN
bracis-33656	4	24	values	value	NOUN
bracis-33656	4	25	,	,	PUNCT
bracis-33656	4	26	revealing	reveal	VERB
bracis-33656	4	27	that	that	SCONJ
bracis-33656	4	28	different	different	ADJ
bracis-33656	4	29	variables	variable	NOUN
bracis-33656	4	30	are	be	AUX
bracis-33656	4	31	decisive	decisive	ADJ
bracis-33656	4	32	for	for	SCONJ
bracis-33656	4	33	each	each	DET
bracis-33656	4	34	phenomenon	phenomenon	NOUN
bracis-33656	4	35	associated	associate	VERB
bracis-33656	4	36	with	with	ADP
bracis-33656	4	37	the	the	DET
bracis-33656	4	38	disaster	disaster	NOUN
bracis-33656	4	39	and	and	CCONJ
bracis-33656	4	40	their	their	PRON
bracis-33656	4	41	understanding	understanding	NOUN
bracis-33656	4	42	allows	allow	VERB
bracis-33656	4	43	elucidating	elucidate	VERB
bracis-33656	4	44	critical	critical	ADJ
bracis-33656	4	45	points	point	NOUN
bracis-33656	4	46	to	to	PART
bracis-33656	4	47	be	be	AUX
bracis-33656	4	48	addressed	address	VERB
bracis-33656	4	49	by	by	ADP
bracis-33656	4	50	managers	manager	NOUN
bracis-33656	4	51	.	.	PUNCT
bracis-33656	5	1	access	access	NOUN
bracis-33656	5	2	provided	provide	VERB
bracis-33656	5	3	by	by	ADP
bracis-33656	5	4	university	university	PROPN
bracis-33656	5	5	of	of	ADP
bracis-33656	5	6	notre	notre	PROPN
bracis-33656	5	7	dame	dame	PROPN
bracis-33656	5	8	hesburgh	hesburgh	PROPN
bracis-33656	5	9	library	library	PROPN
bracis-33656	5	10	.	.	PUNCT
bracis-33656	6	1	download	download	PROPN
bracis-33656	6	2	conference	conference	NOUN
bracis-33656	6	3	paper	paper	NOUN
bracis-33656	6	4	pdf	pdf	NOUN
bracis-33656	6	5	similar	similar	ADJ
bracis-33656	6	6	content	content	NOUN
bracis-33656	6	7	being	be	AUX
bracis-33656	6	8	viewed	view	VERB
bracis-33656	6	9	by	by	ADP
bracis-33656	6	10	others	other	NOUN
bracis-33656	6	11	machine	machine	NOUN
bracis-33656	6	12	learning	learning	NOUN
bracis-33656	6	13	based	base	VERB
bracis-33656	6	14	approach	approach	NOUN
bracis-33656	6	15	for	for	ADP
bracis-33656	6	16	sustainable	sustainable	ADJ
bracis-33656	6	17	social	social	ADJ
bracis-33656	6	18	protection	protection	NOUN
bracis-33656	6	19	policies	policy	NOUN
bracis-33656	6	20	in	in	ADP
bracis-33656	6	21	developing	develop	VERB
bracis-33656	6	22	societies	society	NOUN
bracis-33656	6	23	article	article	NOUN
bracis-33656	6	24	07	07	NUM
bracis-33656	6	25	january	january	PROPN
bracis-33656	6	26	2021	2021	NUM
bracis-33656	6	27	big	big	ADJ
bracis-33656	6	28	data	datum	NOUN
bracis-33656	6	29	management	management	NOUN
bracis-33656	6	30	for	for	ADP
bracis-33656	6	31	policy	policy	NOUN
bracis-33656	6	32	support	support	NOUN
bracis-33656	6	33	in	in	ADP
bracis-33656	6	34	sustainable	sustainable	ADJ
bracis-33656	6	35	development	development	NOUN
bracis-33656	6	36	chapter	chapter	NOUN
bracis-33656	6	37	©	©	PROPN
bracis-33656	6	38	2022	2022	NUM
bracis-33656	6	39	inequality	inequality	NOUN
bracis-33656	6	40	,	,	PUNCT
bracis-33656	6	41	water	water	NOUN
bracis-33656	6	42	accessibility	accessibility	NOUN
bracis-33656	6	43	,	,	PUNCT
bracis-33656	6	44	and	and	CCONJ
bracis-33656	6	45	health	health	NOUN
bracis-33656	6	46	impacts	impact	NOUN
bracis-33656	6	47	in	in	ADP
bracis-33656	6	48	chiapas	chiapas	PROPN
bracis-33656	6	49	,	,	PUNCT
bracis-33656	6	50	mexico	mexico	PROPN
bracis-33656	6	51	article	article	NOUN
bracis-33656	6	52	07	07	NUM
bracis-33656	6	53	december	december	PROPN
bracis-33656	6	54	2022	2022	NUM
bracis-33656	6	55	1	1	NUM
bracis-33656	6	56	introduction	introduction	NOUN
bracis-33656	6	57	in	in	ADP
bracis-33656	6	58	the	the	DET
bracis-33656	6	59	first	first	ADJ
bracis-33656	6	60	decades	decade	NOUN
bracis-33656	6	61	of	of	ADP
bracis-33656	6	62	this	this	DET
bracis-33656	6	63	century	century	NOUN
bracis-33656	6	64	,	,	PUNCT
bracis-33656	6	65	several	several	ADJ
bracis-33656	6	66	nations	nation	NOUN
bracis-33656	6	67	on	on	ADP
bracis-33656	6	68	the	the	DET
bracis-33656	6	69	planet	planet	NOUN
bracis-33656	6	70	–	–	PUNCT
bracis-33656	6	71	including	include	VERB
bracis-33656	6	72	brazil	brazil	PROPN
bracis-33656	6	73	–	–	PUNCT
bracis-33656	6	74	have	have	AUX
bracis-33656	6	75	been	be	AUX
bracis-33656	6	76	facing	face	VERB
bracis-33656	6	77	a	a	DET
bracis-33656	6	78	rapid	rapid	ADJ
bracis-33656	6	79	materialization	materialization	NOUN
bracis-33656	6	80	of	of	ADP
bracis-33656	6	81	events	event	NOUN
bracis-33656	6	82	threatening	threaten	VERB
bracis-33656	6	83	the	the	DET
bracis-33656	6	84	well	well	ADV
bracis-33656	6	85	-	-	PUNCT
bracis-33656	6	86	being	being	NOUN
bracis-33656	6	87	of	of	ADP
bracis-33656	6	88	their	their	PRON
bracis-33656	6	89	population	population	NOUN
bracis-33656	6	90	.	.	PUNCT
bracis-33656	7	1	many	many	ADJ
bracis-33656	7	2	of	of	ADP
bracis-33656	7	3	these	these	DET
bracis-33656	7	4	events	event	NOUN
bracis-33656	7	5	,	,	PUNCT
bracis-33656	7	6	although	although	SCONJ
bracis-33656	7	7	classified	classify	VERB
bracis-33656	7	8	as	as	ADP
bracis-33656	7	9	natural	natural	ADJ
bracis-33656	7	10	,	,	PUNCT
bracis-33656	7	11	are	be	AUX
bracis-33656	7	12	from	from	ADP
bracis-33656	7	13	different	different	ADJ
bracis-33656	7	14	groups	group	NOUN
bracis-33656	7	15	and	and	CCONJ
bracis-33656	7	16	subgroups	subgroup	NOUN
bracis-33656	7	17	,	,	PUNCT
bracis-33656	7	18	such	such	ADJ
bracis-33656	7	19	as	as	ADP
bracis-33656	7	20	belonging	belong	VERB
bracis-33656	7	21	to	to	ADP
bracis-33656	7	22	the	the	DET
bracis-33656	7	23	geological	geological	ADJ
bracis-33656	7	24	(	(	PUNCT
bracis-33656	7	25	mass	mass	NOUN
bracis-33656	7	26	movement	movement	NOUN
bracis-33656	7	27	)	)	PUNCT
bracis-33656	7	28	,	,	PUNCT
bracis-33656	7	29	hydrological	hydrological	NOUN
bracis-33656	7	30	(	(	PUNCT
bracis-33656	7	31	floods	flood	NOUN
bracis-33656	7	32	,	,	PUNCT
bracis-33656	7	33	torrents	torrent	NOUN
bracis-33656	7	34	)	)	PUNCT
bracis-33656	7	35	,	,	PUNCT
bracis-33656	7	36	meteorological	meteorological	ADJ
bracis-33656	7	37	and	and	CCONJ
bracis-33656	7	38	climatological	climatological	ADJ
bracis-33656	7	39	(	(	PUNCT
bracis-33656	7	40	storms	storm	NOUN
bracis-33656	7	41	,	,	PUNCT
bracis-33656	7	42	droughts	drought	NOUN
bracis-33656	7	43	,	,	PUNCT
bracis-33656	7	44	dry	dry	ADJ
bracis-33656	7	45	season	season	NOUN
bracis-33656	7	46	)	)	PUNCT
bracis-33656	7	47	and	and	CCONJ
bracis-33656	7	48	biological	biological	ADJ
bracis-33656	7	49	(	(	PUNCT
bracis-33656	7	50	viral	viral	ADJ
bracis-33656	7	51	infectious	infectious	ADJ
bracis-33656	7	52	diseases	disease	NOUN
bracis-33656	7	53	)	)	PUNCT
bracis-33656	7	54	categories	category	NOUN
bracis-33656	8	1	[	[	X
bracis-33656	8	2	1	1	NUM
bracis-33656	8	3	]	]	PUNCT
bracis-33656	8	4	.	.	PUNCT
bracis-33656	9	1	the	the	DET
bracis-33656	9	2	greater	great	ADJ
bracis-33656	9	3	the	the	DET
bracis-33656	9	4	process	process	NOUN
bracis-33656	9	5	of	of	ADP
bracis-33656	9	6	socioeconomic	socioeconomic	ADJ
bracis-33656	9	7	and	and	CCONJ
bracis-33656	9	8	environmental	environmental	ADJ
bracis-33656	9	9	vulnerability	vulnerability	NOUN
bracis-33656	9	10	to	to	PART
bracis-33656	9	11	which	which	PRON
bracis-33656	9	12	local	local	ADJ
bracis-33656	9	13	populations	population	NOUN
bracis-33656	9	14	may	may	AUX
bracis-33656	9	15	be	be	AUX
bracis-33656	9	16	subject	subject	ADJ
bracis-33656	9	17	,	,	PUNCT
bracis-33656	9	18	the	the	PRON
bracis-33656	9	19	greater	great	ADJ
bracis-33656	9	20	their	their	PRON
bracis-33656	9	21	fragility	fragility	NOUN
bracis-33656	9	22	if	if	SCONJ
bracis-33656	9	23	exposed	expose	VERB
bracis-33656	9	24	to	to	ADP
bracis-33656	9	25	such	such	ADJ
bracis-33656	9	26	threatening	threatening	ADJ
bracis-33656	9	27	factors	factor	NOUN
bracis-33656	9	28	,	,	PUNCT
bracis-33656	9	29	whether	whether	SCONJ
bracis-33656	9	30	they	they	PRON
bracis-33656	9	31	are	be	AUX
bracis-33656	9	32	located	locate	VERB
bracis-33656	9	33	in	in	ADP
bracis-33656	9	34	poorer	poor	ADJ
bracis-33656	9	35	or	or	CCONJ
bracis-33656	9	36	more	more	ADV
bracis-33656	9	37	affluent	affluent	ADJ
bracis-33656	9	38	macro	macro	NOUN
bracis-33656	9	39	-	-	NOUN
bracis-33656	9	40	regions	region	NOUN
bracis-33656	9	41	of	of	ADP
bracis-33656	9	42	the	the	DET
bracis-33656	9	43	country	country	NOUN
bracis-33656	10	1	[	[	X
bracis-33656	10	2	2	2	NUM
bracis-33656	10	3	]	]	PUNCT
bracis-33656	10	4	.	.	PUNCT
bracis-33656	11	1	one	one	NUM
bracis-33656	11	2	aspect	aspect	NOUN
bracis-33656	11	3	of	of	ADP
bracis-33656	11	4	this	this	DET
bracis-33656	11	5	vulnerability	vulnerability	NOUN
bracis-33656	11	6	is	be	AUX
bracis-33656	11	7	the	the	DET
bracis-33656	11	8	asymmetry	asymmetry	NOUN
bracis-33656	11	9	in	in	ADP
bracis-33656	11	10	the	the	DET
bracis-33656	11	11	distribution	distribution	NOUN
bracis-33656	11	12	of	of	ADP
bracis-33656	11	13	opportunities	opportunity	NOUN
bracis-33656	11	14	for	for	ADP
bracis-33656	11	15	decent	decent	ADJ
bracis-33656	11	16	work	work	NOUN
bracis-33656	11	17	,	,	PUNCT
bracis-33656	11	18	income	income	NOUN
bracis-33656	11	19	,	,	PUNCT
bracis-33656	11	20	education	education	NOUN
bracis-33656	11	21	and	and	CCONJ
bracis-33656	11	22	safe	safe	ADJ
bracis-33656	11	23	housing	housing	NOUN
bracis-33656	11	24	;	;	PUNCT
bracis-33656	11	25	in	in	ADP
bracis-33656	11	26	other	other	ADJ
bracis-33656	11	27	words	word	NOUN
bracis-33656	11	28	,	,	PUNCT
bracis-33656	11	29	it	it	PRON
bracis-33656	11	30	concerns	concern	VERB
bracis-33656	11	31	the	the	DET
bracis-33656	11	32	structural	structural	ADJ
bracis-33656	11	33	challenges	challenge	NOUN
bracis-33656	11	34	underlying	underlie	VERB
bracis-33656	11	35	the	the	DET
bracis-33656	11	36	development	development	NOUN
bracis-33656	11	37	model	model	NOUN
bracis-33656	11	38	that	that	SCONJ
bracis-33656	11	39	the	the	DET
bracis-33656	11	40	country	country	NOUN
bracis-33656	11	41	has	have	AUX
bracis-33656	11	42	been	be	AUX
bracis-33656	11	43	following	follow	VERB
bracis-33656	11	44	.	.	PUNCT
bracis-33656	12	1	another	another	DET
bracis-33656	12	2	aspect	aspect	NOUN
bracis-33656	12	3	to	to	PART
bracis-33656	12	4	consider	consider	VERB
bracis-33656	12	5	is	be	AUX
bracis-33656	12	6	the	the	DET
bracis-33656	12	7	relative	relative	ADJ
bracis-33656	12	8	institutional	institutional	ADJ
bracis-33656	12	9	unpreparedness	unpreparedness	NOUN
bracis-33656	12	10	to	to	PART
bracis-33656	12	11	protect	protect	VERB
bracis-33656	12	12	these	these	DET
bracis-33656	12	13	vulnerable	vulnerable	ADJ
bracis-33656	12	14	populations	population	NOUN
bracis-33656	12	15	.	.	PUNCT
bracis-33656	13	1	systematically	systematically	ADV
bracis-33656	13	2	,	,	PUNCT
bracis-33656	13	3	there	there	PRON
bracis-33656	13	4	has	have	AUX
bracis-33656	13	5	been	be	AUX
bracis-33656	13	6	no	no	DET
bracis-33656	13	7	success	success	NOUN
bracis-33656	13	8	in	in	ADP
bracis-33656	13	9	improving	improve	VERB
bracis-33656	13	10	preventive	preventive	ADJ
bracis-33656	13	11	and	and	CCONJ
bracis-33656	13	12	preparedness	preparedness	NOUN
bracis-33656	13	13	civil	civil	ADJ
bracis-33656	13	14	protection	protection	NOUN
bracis-33656	13	15	actions	action	NOUN
bracis-33656	13	16	in	in	ADP
bracis-33656	13	17	the	the	DET
bracis-33656	13	18	country	country	NOUN
bracis-33656	13	19	.	.	PUNCT
bracis-33656	14	1	this	this	DET
bracis-33656	14	2	results	result	VERB
bracis-33656	14	3	in	in	ADP
bracis-33656	14	4	disasters	disaster	NOUN
bracis-33656	14	5	,	,	PUNCT
bracis-33656	14	6	defined	define	VERB
bracis-33656	14	7	as	as	ADP
bracis-33656	14	8	a	a	DET
bracis-33656	14	9	significant	significant	ADJ
bracis-33656	14	10	set	set	NOUN
bracis-33656	14	11	of	of	ADP
bracis-33656	14	12	collective	collective	ADJ
bracis-33656	14	13	losses	loss	NOUN
bracis-33656	14	14	and	and	CCONJ
bracis-33656	14	15	damages	damage	NOUN
bracis-33656	14	16	that	that	PRON
bracis-33656	14	17	cause	cause	VERB
bracis-33656	14	18	significant	significant	ADJ
bracis-33656	14	19	stress	stress	NOUN
bracis-33656	14	20	and	and	CCONJ
bracis-33656	14	21	social	social	ADJ
bracis-33656	14	22	suffering	suffering	NOUN
bracis-33656	14	23	[	[	X
bracis-33656	14	24	3,4,5	3,4,5	NUM
bracis-33656	14	25	]	]	PUNCT
bracis-33656	14	26	,	,	PUNCT
bracis-33656	14	27	negatively	negatively	ADV
bracis-33656	14	28	affecting	affect	VERB
bracis-33656	14	29	local	local	ADJ
bracis-33656	14	30	socio	socio	NOUN
bracis-33656	14	31	-	-	PUNCT
bracis-33656	14	32	spatial	spatial	ADJ
bracis-33656	14	33	dynamics	dynamic	NOUN
bracis-33656	14	34	,	,	PUNCT
bracis-33656	14	35	from	from	ADP
bracis-33656	14	36	wealth	wealth	NOUN
bracis-33656	14	37	flows	flow	NOUN
bracis-33656	14	38	to	to	ADP
bracis-33656	14	39	difficulties	difficulty	NOUN
bracis-33656	14	40	in	in	ADP
bracis-33656	14	41	taking	take	VERB
bracis-33656	14	42	public	public	ADJ
bracis-33656	14	43	action	action	NOUN
bracis-33656	14	44	to	to	PART
bracis-33656	14	45	recover	recover	VERB
bracis-33656	14	46	damaged	damage	VERB
bracis-33656	14	47	or	or	CCONJ
bracis-33656	14	48	destroyed	destroy	VERB
bracis-33656	14	49	infrastructure	infrastructure	NOUN
bracis-33656	14	50	.	.	PUNCT
bracis-33656	15	1	in	in	ADP
bracis-33656	15	2	the	the	DET
bracis-33656	15	3	face	face	NOUN
bracis-33656	15	4	of	of	ADP
bracis-33656	15	5	disasters	disaster	NOUN
bracis-33656	15	6	,	,	PUNCT
bracis-33656	15	7	there	there	PRON
bracis-33656	15	8	is	be	VERB
bracis-33656	15	9	an	an	DET
bracis-33656	15	10	institutional	institutional	ADJ
bracis-33656	15	11	need	need	NOUN
bracis-33656	15	12	for	for	ADP
bracis-33656	15	13	municipal	municipal	ADJ
bracis-33656	15	14	public	public	ADJ
bracis-33656	15	15	administration	administration	NOUN
bracis-33656	15	16	to	to	PART
bracis-33656	15	17	declare	declare	VERB
bracis-33656	15	18	an	an	DET
bracis-33656	15	19	emergency	emergency	NOUN
bracis-33656	15	20	.	.	PUNCT
bracis-33656	16	1	when	when	SCONJ
bracis-33656	16	2	the	the	DET
bracis-33656	16	3	local	local	ADJ
bracis-33656	16	4	public	public	ADJ
bracis-33656	16	5	authority	authority	NOUN
bracis-33656	16	6	declares	declare	VERB
bracis-33656	16	7	an	an	DET
bracis-33656	16	8	emergency	emergency	NOUN
bracis-33656	16	9	associated	associate	VERB
bracis-33656	16	10	with	with	ADP
bracis-33656	16	11	a	a	DET
bracis-33656	16	12	given	give	VERB
bracis-33656	16	13	manifested	manifest	VERB
bracis-33656	16	14	event	event	NOUN
bracis-33656	16	15	,	,	PUNCT
bracis-33656	16	16	this	this	PRON
bracis-33656	16	17	means	mean	VERB
bracis-33656	16	18	that	that	SCONJ
bracis-33656	16	19	the	the	DET
bracis-33656	16	20	damage	damage	NOUN
bracis-33656	16	21	caused	cause	VERB
bracis-33656	16	22	by	by	ADP
bracis-33656	16	23	it	it	PRON
bracis-33656	16	24	exceeds	exceed	VERB
bracis-33656	16	25	the	the	DET
bracis-33656	16	26	capacity	capacity	NOUN
bracis-33656	16	27	of	of	ADP
bracis-33656	16	28	local	local	ADJ
bracis-33656	16	29	actors	actor	NOUN
bracis-33656	16	30	to	to	PART
bracis-33656	16	31	respond	respond	VERB
bracis-33656	16	32	to	to	ADP
bracis-33656	16	33	the	the	DET
bracis-33656	16	34	situation	situation	NOUN
bracis-33656	16	35	.	.	PUNCT
bracis-33656	17	1	emergency	emergency	NOUN
bracis-33656	17	2	decrees	decree	NOUN
bracis-33656	17	3	associate	associate	VERB
bracis-33656	17	4	the	the	DET
bracis-33656	17	5	temporality	temporality	NOUN
bracis-33656	17	6	of	of	ADP
bracis-33656	17	7	the	the	DET
bracis-33656	17	8	event	event	NOUN
bracis-33656	17	9	’s	’s	PART
bracis-33656	17	10	manifestation	manifestation	NOUN
bracis-33656	17	11	(	(	PUNCT
bracis-33656	17	12	generally	generally	ADV
bracis-33656	17	13	short	short	ADJ
bracis-33656	17	14	)	)	PUNCT
bracis-33656	17	15	with	with	ADP
bracis-33656	17	16	the	the	DET
bracis-33656	17	17	bureaucratic	bureaucratic	ADJ
bracis-33656	17	18	temporality	temporality	NOUN
bracis-33656	17	19	of	of	ADP
bracis-33656	17	20	the	the	DET
bracis-33656	17	21	emergency	emergency	NOUN
bracis-33656	17	22	(	(	PUNCT
bracis-33656	17	23	of	of	ADP
bracis-33656	17	24	medium	medium	NOUN
bracis-33656	17	25	duration	duration	NOUN
bracis-33656	17	26	)	)	PUNCT
bracis-33656	17	27	and	and	CCONJ
bracis-33656	17	28	point	point	VERB
bracis-33656	17	29	to	to	ADP
bracis-33656	17	30	the	the	DET
bracis-33656	17	31	disasters	disaster	NOUN
bracis-33656	17	32	themselves	themselves	PRON
bracis-33656	17	33	(	(	PUNCT
bracis-33656	17	34	an	an	DET
bracis-33656	17	35	even	even	ADV
bracis-33656	17	36	longer	long	ADV
bracis-33656	17	37	social	social	ADJ
bracis-33656	17	38	time	time	NOUN
bracis-33656	17	39	of	of	ADP
bracis-33656	17	40	the	the	DET
bracis-33656	17	41	disturbed	disturbed	ADJ
bracis-33656	17	42	daily	daily	ADJ
bracis-33656	17	43	life	life	NOUN
bracis-33656	17	44	of	of	ADP
bracis-33656	17	45	the	the	DET
bracis-33656	17	46	affected	affected	ADJ
bracis-33656	17	47	groups	group	NOUN
bracis-33656	17	48	)	)	PUNCT
bracis-33656	18	1	[	[	X
bracis-33656	18	2	6	6	NUM
bracis-33656	18	3	]	]	PUNCT
bracis-33656	18	4	.	.	PUNCT
bracis-33656	19	1	emergency	emergency	NOUN
bracis-33656	19	2	decrees	decree	NOUN
bracis-33656	19	3	duration	duration	NOUN
bracis-33656	19	4	allows	allow	VERB
bracis-33656	19	5	the	the	DET
bracis-33656	19	6	local	local	ADJ
bracis-33656	19	7	administration	administration	NOUN
bracis-33656	19	8	to	to	PART
bracis-33656	19	9	take	take	VERB
bracis-33656	19	10	or	or	CCONJ
bracis-33656	19	11	induce	induce	VERB
bracis-33656	19	12	measures	measure	NOUN
bracis-33656	19	13	to	to	PART
bracis-33656	19	14	repair	repair	VERB
bracis-33656	19	15	the	the	DET
bracis-33656	19	16	situation	situation	NOUN
bracis-33656	19	17	more	more	ADV
bracis-33656	19	18	strategically	strategically	ADV
bracis-33656	19	19	and	and	CCONJ
bracis-33656	19	20	urgently	urgently	ADV
bracis-33656	19	21	,	,	PUNCT
bracis-33656	19	22	enabling	enable	VERB
bracis-33656	19	23	certain	certain	ADJ
bracis-33656	19	24	social	social	ADJ
bracis-33656	19	25	and	and	CCONJ
bracis-33656	19	26	economic	economic	ADJ
bracis-33656	19	27	routines	routine	NOUN
bracis-33656	19	28	,	,	PUNCT
bracis-33656	19	29	territorial	territorial	ADJ
bracis-33656	19	30	flows	flow	NOUN
bracis-33656	19	31	and	and	CCONJ
bracis-33656	19	32	infrastructures	infrastructure	NOUN
bracis-33656	19	33	to	to	PART
bracis-33656	19	34	be	be	AUX
bracis-33656	19	35	resumed	resume	VERB
bracis-33656	19	36	,	,	PUNCT
bracis-33656	19	37	even	even	ADV
bracis-33656	19	38	if	if	SCONJ
bracis-33656	19	39	dealing	deal	VERB
bracis-33656	19	40	with	with	ADP
bracis-33656	19	41	a	a	DET
bracis-33656	19	42	certain	certain	ADJ
bracis-33656	19	43	precariousness	precariousness	NOUN
bracis-33656	19	44	for	for	ADP
bracis-33656	19	45	a	a	DET
bracis-33656	19	46	longer	long	ADJ
bracis-33656	19	47	period	period	NOUN
bracis-33656	19	48	of	of	ADP
bracis-33656	19	49	time	time	NOUN
bracis-33656	19	50	so	so	SCONJ
bracis-33656	19	51	that	that	SCONJ
bracis-33656	19	52	a	a	DET
bracis-33656	19	53	full	full	ADJ
bracis-33656	19	54	recovery	recovery	NOUN
bracis-33656	19	55	can	can	AUX
bracis-33656	19	56	be	be	AUX
bracis-33656	19	57	envisaged	envisage	VERB
bracis-33656	19	58	.	.	PUNCT
bracis-33656	20	1	more	more	ADJ
bracis-33656	20	2	than	than	ADP
bracis-33656	20	3	undermining	undermine	VERB
bracis-33656	20	4	well	well	ADV
bracis-33656	20	5	-	-	PUNCT
bracis-33656	20	6	being	being	NOUN
bracis-33656	20	7	conditions	condition	NOUN
bracis-33656	20	8	in	in	ADP
bracis-33656	20	9	the	the	DET
bracis-33656	20	10	affected	affected	ADJ
bracis-33656	20	11	place	place	NOUN
bracis-33656	20	12	(	(	PUNCT
bracis-33656	20	13	city	city	NOUN
bracis-33656	20	14	,	,	PUNCT
bracis-33656	20	15	state	state	NOUN
bracis-33656	20	16	or	or	CCONJ
bracis-33656	20	17	country	country	NOUN
bracis-33656	20	18	)	)	PUNCT
bracis-33656	20	19	,	,	PUNCT
bracis-33656	20	20	disasters	disaster	NOUN
bracis-33656	20	21	can	can	AUX
bracis-33656	20	22	also	also	ADV
bracis-33656	20	23	harm	harm	VERB
bracis-33656	20	24	the	the	DET
bracis-33656	20	25	achievement	achievement	NOUN
bracis-33656	20	26	of	of	ADP
bracis-33656	20	27	the	the	DET
bracis-33656	20	28	sustainable	sustainable	ADJ
bracis-33656	20	29	development	development	NOUN
bracis-33656	20	30	goals	goal	NOUN
bracis-33656	20	31	by	by	ADP
bracis-33656	20	32	2030	2030	NUM
bracis-33656	20	33	.	.	PUNCT
bracis-33656	21	1	the	the	DET
bracis-33656	21	2	sdgs	sdgs	NOUN
bracis-33656	21	3	are	be	AUX
bracis-33656	21	4	a	a	DET
bracis-33656	21	5	multilateral	multilateral	ADJ
bracis-33656	21	6	agreement	agreement	NOUN
bracis-33656	21	7	to	to	PART
bracis-33656	21	8	incisively	incisively	ADV
bracis-33656	21	9	combat	combat	VERB
bracis-33656	21	10	the	the	DET
bracis-33656	21	11	main	main	ADJ
bracis-33656	21	12	planetary	planetary	ADJ
bracis-33656	21	13	socioeconomic	socioeconomic	ADJ
bracis-33656	21	14	and	and	CCONJ
bracis-33656	21	15	socio	socio	NOUN
bracis-33656	21	16	-	-	PUNCT
bracis-33656	21	17	environmental	environmental	ADJ
bracis-33656	21	18	problems	problem	NOUN
bracis-33656	21	19	.	.	PUNCT
bracis-33656	22	1	this	this	PRON
bracis-33656	22	2	includes	include	VERB
bracis-33656	22	3	commitments	commitment	NOUN
bracis-33656	22	4	to	to	PART
bracis-33656	22	5	stop	stop	VERB
bracis-33656	22	6	precarious	precarious	ADJ
bracis-33656	22	7	work	work	NOUN
bracis-33656	22	8	,	,	PUNCT
bracis-33656	22	9	expand	expand	VERB
bracis-33656	22	10	access	access	NOUN
bracis-33656	22	11	to	to	ADP
bracis-33656	22	12	basic	basic	ADJ
bracis-33656	22	13	sanitation	sanitation	NOUN
bracis-33656	22	14	,	,	PUNCT
bracis-33656	22	15	protect	protect	VERB
bracis-33656	22	16	tropical	tropical	ADJ
bracis-33656	22	17	forests	forest	NOUN
bracis-33656	22	18	and	and	CCONJ
bracis-33656	22	19	eliminate	eliminate	VERB
bracis-33656	22	20	world	world	NOUN
bracis-33656	22	21	hunger	hunger	NOUN
bracis-33656	22	22	.	.	PUNCT
bracis-33656	23	1	in	in	ADP
bracis-33656	23	2	the	the	DET
bracis-33656	23	3	sdg	sdg	NOUN
bracis-33656	23	4	progress	progress	NOUN
bracis-33656	23	5	report	report	NOUN
bracis-33656	23	6	[	[	X
bracis-33656	23	7	7	7	NUM
bracis-33656	23	8	]	]	PUNCT
bracis-33656	23	9	,	,	PUNCT
bracis-33656	23	10	the	the	DET
bracis-33656	23	11	united	united	PROPN
bracis-33656	23	12	nations	nations	PROPN
bracis-33656	23	13	recognizes	recognize	VERB
bracis-33656	23	14	that	that	SCONJ
bracis-33656	23	15	more	more	ADJ
bracis-33656	23	16	than	than	ADP
bracis-33656	23	17	half	half	DET
bracis-33656	23	18	the	the	DET
bracis-33656	23	19	world	world	NOUN
bracis-33656	23	20	is	be	AUX
bracis-33656	23	21	being	be	AUX
bracis-33656	23	22	left	leave	VERB
bracis-33656	23	23	behind	behind	ADV
bracis-33656	23	24	,	,	PUNCT
bracis-33656	23	25	with	with	ADP
bracis-33656	23	26	disasters	disaster	NOUN
bracis-33656	23	27	related	relate	VERB
bracis-33656	23	28	to	to	ADP
bracis-33656	23	29	climate	climate	NOUN
bracis-33656	23	30	change	change	NOUN
bracis-33656	23	31	,	,	PUNCT
bracis-33656	23	32	pandemics	pandemic	NOUN
bracis-33656	23	33	and	and	CCONJ
bracis-33656	23	34	loss	loss	NOUN
bracis-33656	23	35	of	of	ADP
bracis-33656	23	36	biodiversity	biodiversity	NOUN
bracis-33656	23	37	as	as	ADV
bracis-33656	23	38	well	well	ADV
bracis-33656	23	39	as	as	ADP
bracis-33656	23	40	their	their	PRON
bracis-33656	23	41	adverse	adverse	ADJ
bracis-33656	23	42	economic	economic	ADJ
bracis-33656	23	43	and	and	CCONJ
bracis-33656	23	44	social	social	ADJ
bracis-33656	23	45	consequences	consequence	NOUN
bracis-33656	23	46	on	on	ADP
bracis-33656	23	47	developing	develop	VERB
bracis-33656	23	48	countries	country	NOUN
bracis-33656	23	49	where	where	SCONJ
bracis-33656	23	50	there	there	PRON
bracis-33656	23	51	are	be	VERB
bracis-33656	23	52	n’t	not	PART
bracis-33656	23	53	enough	enough	ADJ
bracis-33656	23	54	resources	resource	NOUN
bracis-33656	23	55	to	to	PART
bracis-33656	23	56	reverse	reverse	VERB
bracis-33656	23	57	the	the	DET
bracis-33656	23	58	situation	situation	NOUN
bracis-33656	23	59	.	.	PUNCT
bracis-33656	24	1	the	the	DET
bracis-33656	24	2	use	use	NOUN
bracis-33656	24	3	of	of	ADP
bracis-33656	24	4	explainable	explainable	ADJ
bracis-33656	24	5	ai	ai	NOUN
bracis-33656	24	6	(	(	PUNCT
bracis-33656	24	7	xai	xai	PROPN
bracis-33656	24	8	)	)	PUNCT
bracis-33656	24	9	methods	method	NOUN
bracis-33656	24	10	 	 	SPACE
bracis-33656	25	1	[	[	X
bracis-33656	25	2	8	8	NUM
bracis-33656	25	3	]	]	PUNCT
bracis-33656	25	4	with	with	ADP
bracis-33656	25	5	machine	machine	NOUN
bracis-33656	25	6	learning	learning	NOUN
bracis-33656	25	7	(	(	PUNCT
bracis-33656	25	8	ml	ml	NOUN
bracis-33656	25	9	)	)	PUNCT
bracis-33656	25	10	algorithms	algorithm	NOUN
bracis-33656	25	11	has	have	AUX
bracis-33656	25	12	become	become	VERB
bracis-33656	25	13	increasingly	increasingly	ADV
bracis-33656	25	14	common	common	ADJ
bracis-33656	25	15	over	over	ADP
bracis-33656	25	16	the	the	DET
bracis-33656	25	17	last	last	ADJ
bracis-33656	25	18	few	few	ADJ
bracis-33656	25	19	years	year	NOUN
bracis-33656	25	20	,	,	PUNCT
bracis-33656	25	21	even	even	ADV
bracis-33656	25	22	being	be	AUX
bracis-33656	25	23	considered	consider	VERB
bracis-33656	25	24	by	by	ADP
bracis-33656	25	25	researchers	researcher	NOUN
bracis-33656	25	26	as	as	ADP
bracis-33656	25	27	a	a	DET
bracis-33656	25	28	mandatory	mandatory	ADJ
bracis-33656	25	29	step	step	NOUN
bracis-33656	25	30	in	in	ADP
bracis-33656	25	31	critical	critical	ADJ
bracis-33656	25	32	domains	domain	NOUN
bracis-33656	25	33	,	,	PUNCT
bracis-33656	25	34	where	where	SCONJ
bracis-33656	25	35	it	it	PRON
bracis-33656	25	36	is	be	AUX
bracis-33656	25	37	expected	expect	VERB
bracis-33656	25	38	that	that	SCONJ
bracis-33656	25	39	the	the	DET
bracis-33656	25	40	model	model	NOUN
bracis-33656	25	41	not	not	PART
bracis-33656	25	42	only	only	ADV
bracis-33656	25	43	provides	provide	VERB
bracis-33656	25	44	an	an	DET
bracis-33656	25	45	answer	answer	NOUN
bracis-33656	25	46	but	but	CCONJ
bracis-33656	25	47	,	,	PUNCT
bracis-33656	25	48	also	also	ADV
bracis-33656	25	49	explains	explain	VERB
bracis-33656	25	50	how	how	SCONJ
bracis-33656	25	51	and	and	CCONJ
bracis-33656	25	52	why	why	SCONJ
bracis-33656	25	53	the	the	DET
bracis-33656	25	54	conclusion	conclusion	NOUN
bracis-33656	25	55	was	be	AUX
bracis-33656	25	56	reached	reach	VERB
bracis-33656	25	57	.	.	PUNCT
bracis-33656	26	1	among	among	ADP
bracis-33656	26	2	the	the	DET
bracis-33656	26	3	methods	method	NOUN
bracis-33656	26	4	currently	currently	ADV
bracis-33656	26	5	available	available	ADJ
bracis-33656	26	6	,	,	PUNCT
bracis-33656	26	7	shapley	shapley	ADJ
bracis-33656	26	8	additive	additive	ADJ
bracis-33656	26	9	explanations	explanation	NOUN
bracis-33656	26	10	(	(	PUNCT
bracis-33656	26	11	shap	shap	NOUN
bracis-33656	26	12	)	)	PUNCT
bracis-33656	27	1	[	[	X
bracis-33656	27	2	9	9	NUM
bracis-33656	27	3	]	]	PUNCT
bracis-33656	27	4	stands	stand	VERB
bracis-33656	27	5	out	out	ADP
bracis-33656	27	6	as	as	ADP
bracis-33656	27	7	one	one	NUM
bracis-33656	27	8	of	of	ADP
bracis-33656	27	9	the	the	DET
bracis-33656	27	10	most	most	ADV
bracis-33656	27	11	used	use	VERB
bracis-33656	27	12	,	,	PUNCT
bracis-33656	27	13	for	for	ADP
bracis-33656	27	14	presenting	present	VERB
bracis-33656	27	15	several	several	ADJ
bracis-33656	27	16	advantages	advantage	NOUN
bracis-33656	27	17	such	such	ADJ
bracis-33656	27	18	as	as	ADP
bracis-33656	27	19	ease	ease	NOUN
bracis-33656	27	20	of	of	ADP
bracis-33656	27	21	use	use	NOUN
bracis-33656	27	22	,	,	PUNCT
bracis-33656	27	23	being	be	AUX
bracis-33656	27	24	model	model	NOUN
bracis-33656	27	25	agnostic	agnostic	ADJ
bracis-33656	27	26	and	and	CCONJ
bracis-33656	27	27	allowing	allow	VERB
bracis-33656	27	28	the	the	DET
bracis-33656	27	29	presentation	presentation	NOUN
bracis-33656	27	30	of	of	ADP
bracis-33656	27	31	analyzes	analyze	NOUN
bracis-33656	27	32	through	through	ADP
bracis-33656	27	33	graphs	graph	NOUN
bracis-33656	27	34	that	that	PRON
bracis-33656	27	35	are	be	AUX
bracis-33656	27	36	both	both	ADV
bracis-33656	27	37	easy	easy	ADJ
bracis-33656	27	38	to	to	PART
bracis-33656	27	39	interpret	interpret	VERB
bracis-33656	27	40	and	and	CCONJ
bracis-33656	27	41	informative	informative	ADJ
bracis-33656	27	42	.	.	PUNCT
bracis-33656	28	1	ensemble	ensemble	ADJ
bracis-33656	28	2	machine	machine	NOUN
bracis-33656	28	3	learning	learning	NOUN
bracis-33656	28	4	models	model	NOUN
bracis-33656	28	5	,	,	PUNCT
bracis-33656	28	6	specifically	specifically	ADV
bracis-33656	28	7	xgboost	xgboost	PUNCT
bracis-33656	29	1	[	[	X
bracis-33656	29	2	11	11	NUM
bracis-33656	29	3	]	]	PUNCT
bracis-33656	29	4	and	and	CCONJ
bracis-33656	29	5	random	random	ADJ
bracis-33656	29	6	forest	forest	NOUN
bracis-33656	29	7	(	(	PUNCT
bracis-33656	29	8	rf	rf	NOUN
bracis-33656	29	9	)	)	PUNCT
bracis-33656	30	1	[	[	X
bracis-33656	30	2	10	10	NUM
bracis-33656	30	3	]	]	PUNCT
bracis-33656	30	4	,	,	PUNCT
bracis-33656	30	5	associated	associate	VERB
bracis-33656	30	6	to	to	ADP
bracis-33656	30	7	shap	shap	PROPN
bracis-33656	30	8	technique	technique	NOUN
bracis-33656	30	9	,	,	PUNCT
bracis-33656	30	10	have	have	AUX
bracis-33656	30	11	been	be	AUX
bracis-33656	30	12	successfully	successfully	ADV
bracis-33656	30	13	applied	apply	VERB
bracis-33656	30	14	in	in	ADP
bracis-33656	30	15	a	a	DET
bracis-33656	30	16	broad	broad	ADJ
bracis-33656	30	17	variety	variety	NOUN
bracis-33656	30	18	of	of	ADP
bracis-33656	30	19	fields	field	NOUN
bracis-33656	30	20	including	include	VERB
bracis-33656	30	21	health	health	NOUN
bracis-33656	30	22	 	 	SPACE
bracis-33656	31	1	[	[	X
bracis-33656	31	2	12	12	NUM
bracis-33656	31	3	]	]	PUNCT
bracis-33656	31	4	,	,	PUNCT
bracis-33656	31	5	finances	finance	NOUN
bracis-33656	31	6	 	 	SPACE
bracis-33656	32	1	[	[	X
bracis-33656	32	2	13	13	NUM
bracis-33656	32	3	]	]	PUNCT
bracis-33656	32	4	,	,	PUNCT
bracis-33656	32	5	urban	urban	ADJ
bracis-33656	32	6	environment	environment	NOUN
bracis-33656	32	7	 	 	SPACE
bracis-33656	33	1	[	[	X
bracis-33656	33	2	14	14	NUM
bracis-33656	33	3	]	]	X
bracis-33656	33	4	,	,	PUNCT
bracis-33656	33	5	among	among	ADP
bracis-33656	33	6	many	many	ADJ
bracis-33656	33	7	others	other	NOUN
bracis-33656	33	8	.	.	PUNCT
bracis-33656	34	1	in	in	ADP
bracis-33656	34	2	the	the	DET
bracis-33656	34	3	specific	specific	ADJ
bracis-33656	34	4	domain	domain	NOUN
bracis-33656	34	5	of	of	ADP
bracis-33656	34	6	threatening	threaten	VERB
bracis-33656	34	7	factors	factor	NOUN
bracis-33656	34	8	associated	associate	VERB
bracis-33656	34	9	to	to	ADP
bracis-33656	34	10	disasters	disaster	NOUN
bracis-33656	34	11	monitoring	monitoring	NOUN
bracis-33656	34	12	and	and	CCONJ
bracis-33656	34	13	assessment	assessment	NOUN
bracis-33656	34	14	,	,	PUNCT
bracis-33656	34	15	the	the	DET
bracis-33656	34	16	last	last	ADJ
bracis-33656	34	17	few	few	ADJ
bracis-33656	34	18	years	year	NOUN
bracis-33656	34	19	witnessed	witness	VERB
bracis-33656	34	20	a	a	DET
bracis-33656	34	21	significant	significant	ADJ
bracis-33656	34	22	increase	increase	NOUN
bracis-33656	34	23	in	in	ADP
bracis-33656	34	24	the	the	DET
bracis-33656	34	25	number	number	NOUN
bracis-33656	34	26	of	of	ADP
bracis-33656	34	27	works	work	NOUN
bracis-33656	34	28	that	that	PRON
bracis-33656	34	29	explore	explore	VERB
bracis-33656	34	30	the	the	DET
bracis-33656	34	31	combined	combine	VERB
bracis-33656	34	32	ensemble	ensemble	ADJ
bracis-33656	34	33	model	model	NOUN
bracis-33656	34	34	-	-	PUNCT
bracis-33656	34	35	shap	shap	PROPN
bracis-33656	34	36	approaches	approach	NOUN
bracis-33656	34	37	.	.	PUNCT
bracis-33656	35	1	in	in	ADP
bracis-33656	35	2	[	[	X
bracis-33656	35	3	15	15	NUM
bracis-33656	35	4	]	]	PUNCT
bracis-33656	35	5	,	,	PUNCT
bracis-33656	35	6	the	the	DET
bracis-33656	35	7	authors	author	NOUN
bracis-33656	35	8	adopted	adopt	VERB
bracis-33656	35	9	an	an	DET
bracis-33656	35	10	integrated	integrated	ADJ
bracis-33656	35	11	approach	approach	NOUN
bracis-33656	35	12	using	use	VERB
bracis-33656	35	13	statistical	statistical	ADJ
bracis-33656	35	14	modeling	modeling	NOUN
bracis-33656	35	15	and	and	CCONJ
bracis-33656	35	16	machine	machine	NOUN
bracis-33656	35	17	learning	learn	VERB
bracis-33656	35	18	techniques	technique	NOUN
bracis-33656	35	19	to	to	PART
bracis-33656	35	20	assess	assess	VERB
bracis-33656	35	21	the	the	DET
bracis-33656	35	22	effect	effect	NOUN
bracis-33656	35	23	of	of	ADP
bracis-33656	35	24	urban	urban	ADJ
bracis-33656	35	25	expansion	expansion	NOUN
bracis-33656	35	26	and	and	CCONJ
bracis-33656	35	27	deforestation	deforestation	NOUN
bracis-33656	35	28	on	on	ADP
bracis-33656	35	29	temperature	temperature	NOUN
bracis-33656	35	30	rise	rise	NOUN
bracis-33656	35	31	in	in	ADP
bracis-33656	35	32	cajazeiras	cajazeiras	PROPN
bracis-33656	35	33	,	,	PUNCT
bracis-33656	35	34	brazil	brazil	PROPN
bracis-33656	35	35	.	.	PUNCT
bracis-33656	36	1	the	the	DET
bracis-33656	36	2	databases	database	NOUN
bracis-33656	36	3	were	be	AUX
bracis-33656	36	4	created	create	VERB
bracis-33656	36	5	with	with	ADP
bracis-33656	36	6	time	time	NOUN
bracis-33656	36	7	series	series	PROPN
bracis-33656	36	8	representing	represent	VERB
bracis-33656	36	9	the	the	DET
bracis-33656	36	10	evolution	evolution	NOUN
bracis-33656	36	11	of	of	ADP
bracis-33656	36	12	each	each	DET
bracis-33656	36	13	biome	biome	NOUN
bracis-33656	36	14	and	and	CCONJ
bracis-33656	36	15	temperature	temperature	NOUN
bracis-33656	36	16	from	from	ADP
bracis-33656	36	17	1990	1990	NUM
bracis-33656	36	18	to	to	ADP
bracis-33656	36	19	2020	2020	NUM
bracis-33656	36	20	.	.	PUNCT
bracis-33656	37	1	rf	rf	VERB
bracis-33656	37	2	with	with	ADP
bracis-33656	37	3	shap	shap	PROPN
bracis-33656	37	4	values	value	NOUN
bracis-33656	37	5	unraveled	unravel	VERB
bracis-33656	37	6	the	the	DET
bracis-33656	37	7	importance	importance	NOUN
bracis-33656	37	8	of	of	ADP
bracis-33656	37	9	urbanization	urbanization	NOUN
bracis-33656	37	10	and	and	CCONJ
bracis-33656	37	11	the	the	DET
bracis-33656	37	12	absence	absence	NOUN
bracis-33656	37	13	of	of	ADP
bracis-33656	37	14	savanna	savanna	NOUN
bracis-33656	37	15	formation	formation	NOUN
bracis-33656	37	16	near	near	ADP
bracis-33656	37	17	the	the	DET
bracis-33656	37	18	city	city	NOUN
bracis-33656	37	19	.	.	PUNCT
bracis-33656	38	1	a	a	DET
bracis-33656	38	2	landslide	landslide	NOUN
bracis-33656	38	3	susceptibility	susceptibility	NOUN
bracis-33656	38	4	evaluation	evaluation	NOUN
bracis-33656	38	5	model	model	NOUN
bracis-33656	38	6	was	be	AUX
bracis-33656	38	7	constructed	construct	VERB
bracis-33656	38	8	in	in	ADP
bracis-33656	38	9	[	[	X
bracis-33656	38	10	16	16	NUM
bracis-33656	38	11	]	]	PUNCT
bracis-33656	38	12	.	.	PUNCT
bracis-33656	39	1	using	use	VERB
bracis-33656	39	2	the	the	DET
bracis-33656	39	3	historical	historical	ADJ
bracis-33656	39	4	landslide	landslide	NOUN
bracis-33656	39	5	information	information	NOUN
bracis-33656	39	6	from	from	ADP
bracis-33656	39	7	three	three	NUM
bracis-33656	39	8	counties	county	NOUN
bracis-33656	39	9	in	in	ADP
bracis-33656	39	10	chongqing	chongqing	PROPN
bracis-33656	39	11	,	,	PUNCT
bracis-33656	39	12	china	china	PROPN
bracis-33656	39	13	as	as	ADP
bracis-33656	39	14	the	the	DET
bracis-33656	39	15	base	base	NOUN
bracis-33656	39	16	data	data	PROPN
bracis-33656	39	17	,	,	PUNCT
bracis-33656	39	18	a	a	DET
bracis-33656	39	19	model	model	NOUN
bracis-33656	39	20	was	be	AUX
bracis-33656	39	21	constructed	construct	VERB
bracis-33656	39	22	based	base	VERB
bracis-33656	39	23	on	on	ADP
bracis-33656	39	24	the	the	DET
bracis-33656	39	25	xgboost	xgboost	ADJ
bracis-33656	39	26	algorithm	algorithm	NOUN
bracis-33656	39	27	and	and	CCONJ
bracis-33656	39	28	the	the	DET
bracis-33656	39	29	shap	shap	PROPN
bracis-33656	39	30	algorithm	algorithm	PROPN
bracis-33656	39	31	was	be	AUX
bracis-33656	39	32	applied	apply	VERB
bracis-33656	39	33	to	to	PART
bracis-33656	39	34	quantify	quantify	VERB
bracis-33656	39	35	the	the	DET
bracis-33656	39	36	contribution	contribution	NOUN
bracis-33656	39	37	of	of	ADP
bracis-33656	39	38	the	the	DET
bracis-33656	39	39	influencing	influence	VERB
bracis-33656	39	40	factors	factor	NOUN
bracis-33656	39	41	on	on	ADP
bracis-33656	39	42	landslide	landslide	NOUN
bracis-33656	39	43	occurrence	occurrence	NOUN
bracis-33656	39	44	at	at	ADP
bracis-33656	39	45	both	both	CCONJ
bracis-33656	39	46	global	global	ADJ
bracis-33656	39	47	and	and	CCONJ
bracis-33656	39	48	local	local	ADJ
bracis-33656	39	49	levels	level	NOUN
bracis-33656	39	50	.	.	PUNCT
bracis-33656	40	1	the	the	DET
bracis-33656	40	2	study	study	NOUN
bracis-33656	40	3	in	in	ADP
bracis-33656	40	4	[	[	X
bracis-33656	40	5	17	17	NUM
bracis-33656	40	6	]	]	PUNCT
bracis-33656	40	7	proposes	propose	VERB
bracis-33656	40	8	a	a	DET
bracis-33656	40	9	wildfire	wildfire	NOUN
bracis-33656	40	10	severity	severity	NOUN
bracis-33656	40	11	mapping	mapping	NOUN
bracis-33656	40	12	approach	approach	NOUN
bracis-33656	40	13	that	that	PRON
bracis-33656	40	14	incorporates	incorporate	VERB
bracis-33656	40	15	feature	feature	NOUN
bracis-33656	40	16	selection	selection	NOUN
bracis-33656	40	17	techniques	technique	NOUN
bracis-33656	40	18	within	within	ADP
bracis-33656	40	19	the	the	DET
bracis-33656	40	20	xai	xai	PROPN
bracis-33656	40	21	framework	framework	PROPN
bracis-33656	40	22	,	,	PUNCT
bracis-33656	40	23	aiming	aim	VERB
bracis-33656	40	24	at	at	ADP
bracis-33656	40	25	enhancing	enhance	VERB
bracis-33656	40	26	the	the	DET
bracis-33656	40	27	precision	precision	NOUN
bracis-33656	40	28	and	and	CCONJ
bracis-33656	40	29	providing	provide	VERB
bracis-33656	40	30	insights	insight	NOUN
bracis-33656	40	31	into	into	ADP
bracis-33656	40	32	the	the	DET
bracis-33656	40	33	factors	factor	NOUN
bracis-33656	40	34	contributing	contribute	VERB
bracis-33656	40	35	to	to	ADP
bracis-33656	40	36	model	model	NOUN
bracis-33656	40	37	decisions	decision	NOUN
bracis-33656	40	38	.	.	PUNCT
bracis-33656	41	1	utilizing	utilize	VERB
bracis-33656	41	2	post	post	ADJ
bracis-33656	41	3	-	-	ADJ
bracis-33656	41	4	fire	fire	ADJ
bracis-33656	41	5	imagery	imagery	NOUN
bracis-33656	41	6	,	,	PUNCT
bracis-33656	41	7	the	the	DET
bracis-33656	41	8	authors	author	NOUN
bracis-33656	41	9	developed	develop	VERB
bracis-33656	41	10	a	a	DET
bracis-33656	41	11	rf	rf	NOUN
bracis-33656	41	12	model	model	NOUN
bracis-33656	41	13	and	and	CCONJ
bracis-33656	41	14	identified	identify	VERB
bracis-33656	41	15	the	the	DET
bracis-33656	41	16	most	most	ADV
bracis-33656	41	17	influential	influential	ADJ
bracis-33656	41	18	predictors	predictor	NOUN
bracis-33656	41	19	to	to	PART
bracis-33656	41	20	elucidate	elucidate	VERB
bracis-33656	41	21	the	the	DET
bracis-33656	41	22	qualitative	qualitative	ADJ
bracis-33656	41	23	and	and	CCONJ
bracis-33656	41	24	quantitative	quantitative	ADJ
bracis-33656	41	25	impacts	impact	NOUN
bracis-33656	41	26	on	on	ADP
bracis-33656	41	27	ml	ml	ADP
bracis-33656	41	28	algorithm	algorithm	NOUN
bracis-33656	41	29	performance	performance	NOUN
bracis-33656	41	30	.	.	PUNCT
bracis-33656	42	1	in	in	ADP
bracis-33656	42	2	[	[	X
bracis-33656	42	3	18	18	NUM
bracis-33656	42	4	]	]	X
bracis-33656	42	5	,	,	PUNCT
bracis-33656	42	6	an	an	DET
bracis-33656	42	7	explainable	explainable	ADJ
bracis-33656	42	8	ml	ml	NOUN
bracis-33656	42	9	pipeline	pipeline	NOUN
bracis-33656	42	10	using	use	VERB
bracis-33656	42	11	the	the	DET
bracis-33656	42	12	xgboost	xgboost	PROPN
bracis-33656	42	13	model	model	NOUN
bracis-33656	42	14	and	and	CCONJ
bracis-33656	42	15	shap	shap	PROPN
bracis-33656	42	16	was	be	AUX
bracis-33656	42	17	proposed	propose	VERB
bracis-33656	42	18	,	,	PUNCT
bracis-33656	42	19	based	base	VERB
bracis-33656	42	20	on	on	ADP
bracis-33656	42	21	a	a	DET
bracis-33656	42	22	comprehensive	comprehensive	ADJ
bracis-33656	42	23	database	database	NOUN
bracis-33656	42	24	of	of	ADP
bracis-33656	42	25	drought	drought	NOUN
bracis-33656	42	26	impacts	impact	NOUN
bracis-33656	42	27	in	in	ADP
bracis-33656	42	28	the	the	DET
bracis-33656	42	29	u.s	u.s	PROPN
bracis-33656	42	30	.	.	PROPN
bracis-33656	42	31	,	,	PUNCT
bracis-33656	42	32	both	both	CCONJ
bracis-33656	42	33	at	at	ADP
bracis-33656	42	34	national	national	ADJ
bracis-33656	42	35	and	and	CCONJ
bracis-33656	42	36	state	state	NOUN
bracis-33656	42	37	levels	level	NOUN
bracis-33656	42	38	.	.	PUNCT
bracis-33656	43	1	data	datum	NOUN
bracis-33656	43	2	from	from	ADP
bracis-33656	43	3	2011	2011	NUM
bracis-33656	43	4	to	to	ADP
bracis-33656	43	5	2020	2020	NUM
bracis-33656	43	6	were	be	AUX
bracis-33656	43	7	obtained	obtain	VERB
bracis-33656	43	8	from	from	ADP
bracis-33656	43	9	online	online	ADJ
bracis-33656	43	10	databases	database	NOUN
bracis-33656	43	11	and	and	CCONJ
bracis-33656	43	12	processed	process	VERB
bracis-33656	43	13	to	to	PART
bracis-33656	43	14	represent	represent	VERB
bracis-33656	43	15	the	the	DET
bracis-33656	43	16	occurrence	occurrence	NOUN
bracis-33656	43	17	of	of	ADP
bracis-33656	43	18	various	various	ADJ
bracis-33656	43	19	drought	drought	NOUN
bracis-33656	43	20	indicators	indicator	NOUN
bracis-33656	43	21	and	and	CCONJ
bracis-33656	43	22	drought	drought	NOUN
bracis-33656	43	23	impacts	impact	NOUN
bracis-33656	43	24	.	.	PUNCT
bracis-33656	44	1	the	the	DET
bracis-33656	44	2	authors	author	NOUN
bracis-33656	44	3	concluded	conclude	VERB
bracis-33656	44	4	that	that	SCONJ
bracis-33656	44	5	the	the	DET
bracis-33656	44	6	patterns	pattern	NOUN
bracis-33656	44	7	observed	observe	VERB
bracis-33656	44	8	by	by	ADP
bracis-33656	44	9	the	the	DET
bracis-33656	44	10	shap	shap	PROPN
bracis-33656	44	11	explainer	explainer	PROPN
bracis-33656	44	12	were	be	AUX
bracis-33656	44	13	aligned	align	VERB
bracis-33656	44	14	with	with	ADP
bracis-33656	44	15	expert	expert	ADJ
bracis-33656	44	16	knowledge	knowledge	NOUN
bracis-33656	44	17	,	,	PUNCT
bracis-33656	44	18	revealing	reveal	VERB
bracis-33656	44	19	that	that	SCONJ
bracis-33656	44	20	the	the	DET
bracis-33656	44	21	abnormal	abnormal	ADJ
bracis-33656	44	22	dryness	dryness	NOUN
bracis-33656	44	23	positively	positively	ADV
bracis-33656	44	24	contributes	contribute	VERB
bracis-33656	44	25	to	to	ADP
bracis-33656	44	26	the	the	DET
bracis-33656	44	27	occurrence	occurrence	NOUN
bracis-33656	44	28	of	of	ADP
bracis-33656	44	29	drought	drought	NOUN
bracis-33656	44	30	impacts	impact	NOUN
bracis-33656	44	31	.	.	PUNCT
bracis-33656	45	1	the	the	DET
bracis-33656	45	2	tropical	tropical	ADJ
bracis-33656	45	3	cyclone	cyclone	NOUN
bracis-33656	45	4	disaster	disaster	NOUN
bracis-33656	45	5	loss	loss	NOUN
bracis-33656	45	6	was	be	AUX
bracis-33656	45	7	evaluated	evaluate	VERB
bracis-33656	45	8	in	in	ADP
bracis-33656	45	9	[	[	X
bracis-33656	45	10	19	19	NUM
bracis-33656	45	11	]	]	PUNCT
bracis-33656	45	12	using	use	VERB
bracis-33656	45	13	ml	ml	ADP
bracis-33656	45	14	algorithms	algorithm	NOUN
bracis-33656	45	15	and	and	CCONJ
bracis-33656	45	16	identifying	identify	VERB
bracis-33656	45	17	the	the	DET
bracis-33656	45	18	impact	impact	NOUN
bracis-33656	45	19	of	of	ADP
bracis-33656	45	20	specific	specific	ADJ
bracis-33656	45	21	features	feature	NOUN
bracis-33656	45	22	on	on	ADP
bracis-33656	45	23	the	the	DET
bracis-33656	45	24	prediction	prediction	NOUN
bracis-33656	45	25	with	with	ADP
bracis-33656	45	26	shap	shap	PROPN
bracis-33656	45	27	values	value	NOUN
bracis-33656	45	28	.	.	PUNCT
bracis-33656	46	1	the	the	DET
bracis-33656	46	2	indicators	indicator	NOUN
bracis-33656	46	3	of	of	ADP
bracis-33656	46	4	hazard	hazard	NOUN
bracis-33656	46	5	,	,	PUNCT
bracis-33656	46	6	vulnerability	vulnerability	NOUN
bracis-33656	46	7	,	,	PUNCT
bracis-33656	46	8	and	and	CCONJ
bracis-33656	46	9	resilience	resilience	NOUN
bracis-33656	46	10	were	be	AUX
bracis-33656	46	11	incorporated	incorporate	VERB
bracis-33656	46	12	into	into	ADP
bracis-33656	46	13	the	the	DET
bracis-33656	46	14	system	system	NOUN
bracis-33656	46	15	as	as	ADP
bracis-33656	46	16	input	input	NOUN
bracis-33656	46	17	variables	variable	NOUN
bracis-33656	46	18	in	in	ADP
bracis-33656	46	19	a	a	DET
bracis-33656	46	20	dataset	dataset	NOUN
bracis-33656	46	21	of	of	ADP
bracis-33656	46	22	492	492	NUM
bracis-33656	46	23	disaster	disaster	NOUN
bracis-33656	46	24	events	event	NOUN
bracis-33656	46	25	caused	cause	VERB
bracis-33656	46	26	by	by	ADP
bracis-33656	46	27	tropical	tropical	ADJ
bracis-33656	46	28	cyclones	cyclone	NOUN
bracis-33656	46	29	that	that	PRON
bracis-33656	46	30	occurred	occur	VERB
bracis-33656	46	31	from	from	ADP
bracis-33656	46	32	2000	2000	NUM
bracis-33656	46	33	to	to	ADP
bracis-33656	46	34	2020	2020	NUM
bracis-33656	46	35	in	in	ADP
bracis-33656	46	36	different	different	ADJ
bracis-33656	46	37	provinces	province	NOUN
bracis-33656	46	38	in	in	ADP
bracis-33656	46	39	china	china	PROPN
bracis-33656	46	40	.	.	PUNCT
bracis-33656	47	1	the	the	DET
bracis-33656	47	2	study	study	NOUN
bracis-33656	47	3	presented	present	VERB
bracis-33656	47	4	in	in	ADP
bracis-33656	47	5	[	[	X
bracis-33656	47	6	20	20	NUM
bracis-33656	47	7	]	]	PUNCT
bracis-33656	47	8	,	,	PUNCT
bracis-33656	47	9	uses	use	VERB
bracis-33656	47	10	a	a	DET
bracis-33656	47	11	xgboost	xgboost	ADJ
bracis-33656	47	12	model	model	NOUN
bracis-33656	47	13	and	and	CCONJ
bracis-33656	47	14	shap	shap	PROPN
bracis-33656	47	15	values	value	NOUN
bracis-33656	47	16	to	to	PART
bracis-33656	47	17	assess	assess	VERB
bracis-33656	47	18	how	how	SCONJ
bracis-33656	47	19	urban	urban	ADJ
bracis-33656	47	20	morphology	morphology	NOUN
bracis-33656	47	21	influences	influence	VERB
bracis-33656	47	22	urban	urban	ADJ
bracis-33656	47	23	flooding	flooding	NOUN
bracis-33656	47	24	susceptibility	susceptibility	NOUN
bracis-33656	47	25	.	.	PUNCT
bracis-33656	48	1	the	the	DET
bracis-33656	48	2	city	city	NOUN
bracis-33656	48	3	of	of	ADP
bracis-33656	48	4	shenzhen	shenzhen	PROPN
bracis-33656	48	5	in	in	ADP
bracis-33656	48	6	china	china	PROPN
bracis-33656	48	7	,	,	PUNCT
bracis-33656	48	8	was	be	AUX
bracis-33656	48	9	chosen	choose	VERB
bracis-33656	48	10	as	as	ADP
bracis-33656	48	11	a	a	DET
bracis-33656	48	12	case	case	NOUN
bracis-33656	48	13	study	study	NOUN
bracis-33656	48	14	due	due	ADP
bracis-33656	48	15	to	to	ADP
bracis-33656	48	16	its	its	PRON
bracis-33656	48	17	rapid	rapid	ADJ
bracis-33656	48	18	urbanization	urbanization	NOUN
bracis-33656	48	19	that	that	PRON
bracis-33656	48	20	led	lead	VERB
bracis-33656	48	21	to	to	ADP
bracis-33656	48	22	increased	increase	VERB
bracis-33656	48	23	residential	residential	ADJ
bracis-33656	48	24	population	population	NOUN
bracis-33656	48	25	and	and	CCONJ
bracis-33656	48	26	ecosystem	ecosystem	NOUN
bracis-33656	48	27	fragmentation	fragmentation	NOUN
bracis-33656	48	28	.	.	PUNCT
bracis-33656	49	1	the	the	DET
bracis-33656	49	2	findings	finding	NOUN
bracis-33656	49	3	underscore	underscore	VERB
bracis-33656	49	4	the	the	DET
bracis-33656	49	5	varying	vary	VERB
bracis-33656	49	6	impact	impact	NOUN
bracis-33656	49	7	of	of	ADP
bracis-33656	49	8	disaster	disaster	NOUN
bracis-33656	49	9	variables	variable	NOUN
bracis-33656	49	10	on	on	ADP
bracis-33656	49	11	urban	urban	ADJ
bracis-33656	49	12	flooding	flooding	NOUN
bracis-33656	49	13	,	,	PUNCT
bracis-33656	49	14	with	with	ADP
bracis-33656	49	15	morphological	morphological	ADJ
bracis-33656	49	16	attributes	attribute	NOUN
bracis-33656	49	17	becoming	become	VERB
bracis-33656	49	18	highly	highly	ADV
bracis-33656	49	19	significant	significant	ADJ
bracis-33656	49	20	during	during	ADP
bracis-33656	49	21	severe	severe	ADJ
bracis-33656	49	22	inundations	inundation	NOUN
bracis-33656	49	23	.	.	PUNCT
bracis-33656	50	1	in	in	ADP
bracis-33656	50	2	the	the	DET
bracis-33656	50	3	aforementioned	aforementioned	ADJ
bracis-33656	50	4	studies	study	NOUN
bracis-33656	50	5	,	,	PUNCT
bracis-33656	50	6	the	the	DET
bracis-33656	50	7	necessity	necessity	NOUN
bracis-33656	50	8	of	of	ADP
bracis-33656	50	9	explaining	explain	VERB
bracis-33656	50	10	the	the	DET
bracis-33656	50	11	model	model	NOUN
bracis-33656	50	12	outputs	output	NOUN
bracis-33656	50	13	were	be	AUX
bracis-33656	50	14	highlighted	highlight	VERB
bracis-33656	50	15	and	and	CCONJ
bracis-33656	50	16	the	the	DET
bracis-33656	50	17	benefits	benefit	NOUN
bracis-33656	50	18	of	of	ADP
bracis-33656	50	19	ml	ml	NOUN
bracis-33656	50	20	models	model	NOUN
bracis-33656	50	21	and	and	CCONJ
bracis-33656	50	22	shap	shap	NOUN
bracis-33656	50	23	values	value	NOUN
bracis-33656	50	24	as	as	ADP
bracis-33656	50	25	a	a	DET
bracis-33656	50	26	valuable	valuable	ADJ
bracis-33656	50	27	xai	xai	PROPN
bracis-33656	50	28	tool	tool	PROPN
bracis-33656	50	29	for	for	ADP
bracis-33656	50	30	decision	decision	NOUN
bracis-33656	50	31	-	-	PUNCT
bracis-33656	50	32	makers	maker	NOUN
bracis-33656	50	33	when	when	SCONJ
bracis-33656	50	34	managing	manage	VERB
bracis-33656	50	35	disasters	disaster	NOUN
bracis-33656	50	36	were	be	AUX
bracis-33656	50	37	emphasized	emphasize	VERB
bracis-33656	50	38	as	as	ADP
bracis-33656	50	39	the	the	DET
bracis-33656	50	40	main	main	ADJ
bracis-33656	50	41	contribution	contribution	NOUN
bracis-33656	50	42	of	of	ADP
bracis-33656	50	43	the	the	DET
bracis-33656	50	44	researches	research	NOUN
bracis-33656	50	45	.	.	PUNCT
bracis-33656	51	1	although	although	SCONJ
bracis-33656	51	2	relevant	relevant	ADJ
bracis-33656	51	3	,	,	PUNCT
bracis-33656	51	4	the	the	DET
bracis-33656	51	5	majority	majority	NOUN
bracis-33656	51	6	of	of	ADP
bracis-33656	51	7	related	related	ADJ
bracis-33656	51	8	work	work	NOUN
bracis-33656	51	9	address	address	NOUN
bracis-33656	51	10	specific	specific	ADJ
bracis-33656	51	11	problems	problem	NOUN
bracis-33656	51	12	.	.	PUNCT
bracis-33656	52	1	in	in	ADP
bracis-33656	52	2	this	this	DET
bracis-33656	52	3	sense	sense	NOUN
bracis-33656	52	4	,	,	PUNCT
bracis-33656	52	5	our	our	PRON
bracis-33656	52	6	work	work	NOUN
bracis-33656	52	7	brings	bring	VERB
bracis-33656	52	8	a	a	DET
bracis-33656	52	9	novel	novel	NOUN
bracis-33656	52	10	and	and	CCONJ
bracis-33656	52	11	broader	broad	ADJ
bracis-33656	52	12	approach	approach	NOUN
bracis-33656	52	13	that	that	PRON
bracis-33656	52	14	provides	provide	VERB
bracis-33656	52	15	insights	insight	NOUN
bracis-33656	52	16	to	to	PART
bracis-33656	52	17	reduce	reduce	VERB
bracis-33656	52	18	the	the	DET
bracis-33656	52	19	lack	lack	NOUN
bracis-33656	52	20	of	of	ADP
bracis-33656	52	21	studies	study	NOUN
bracis-33656	52	22	in	in	ADP
bracis-33656	52	23	brazil	brazil	PROPN
bracis-33656	52	24	,	,	PUNCT
bracis-33656	52	25	and	and	CCONJ
bracis-33656	52	26	addresses	address	VERB
bracis-33656	52	27	the	the	DET
bracis-33656	52	28	problem	problem	NOUN
bracis-33656	52	29	from	from	ADP
bracis-33656	52	30	a	a	DET
bracis-33656	52	31	comprehensive	comprehensive	ADJ
bracis-33656	52	32	level	level	NOUN
bracis-33656	52	33	.	.	PUNCT
bracis-33656	53	1	based	base	VERB
bracis-33656	53	2	on	on	ADP
bracis-33656	53	3	the	the	DET
bracis-33656	53	4	brazilian	brazilian	ADJ
bracis-33656	53	5	context	context	NOUN
bracis-33656	53	6	,	,	PUNCT
bracis-33656	53	7	this	this	DET
bracis-33656	53	8	study	study	NOUN
bracis-33656	53	9	is	be	AUX
bracis-33656	53	10	a	a	DET
bracis-33656	53	11	preliminary	preliminary	ADJ
bracis-33656	53	12	and	and	CCONJ
bracis-33656	53	13	original	original	ADJ
bracis-33656	53	14	exercise	exercise	NOUN
bracis-33656	53	15	on	on	ADP
bracis-33656	53	16	the	the	DET
bracis-33656	53	17	connections	connection	NOUN
bracis-33656	53	18	between	between	ADP
bracis-33656	53	19	disasters	disaster	NOUN
bracis-33656	53	20	associated	associate	VERB
bracis-33656	53	21	with	with	ADP
bracis-33656	53	22	different	different	ADJ
bracis-33656	53	23	types	type	NOUN
bracis-33656	53	24	of	of	ADP
bracis-33656	53	25	events	event	NOUN
bracis-33656	53	26	(	(	PUNCT
bracis-33656	53	27	geological	geological	ADJ
bracis-33656	53	28	,	,	PUNCT
bracis-33656	53	29	hydrological	hydrological	ADJ
bracis-33656	53	30	,	,	PUNCT
bracis-33656	53	31	meteorological	meteorological	ADJ
bracis-33656	53	32	,	,	PUNCT
bracis-33656	53	33	climatological	climatological	ADJ
bracis-33656	53	34	and	and	CCONJ
bracis-33656	53	35	biological	biological	ADJ
bracis-33656	53	36	)	)	PUNCT
bracis-33656	53	37	and	and	CCONJ
bracis-33656	53	38	which	which	PRON
bracis-33656	53	39	have	have	AUX
bracis-33656	53	40	been	be	AUX
bracis-33656	53	41	recognized	recognize	VERB
bracis-33656	53	42	by	by	ADP
bracis-33656	53	43	local	local	ADJ
bracis-33656	53	44	and	and	CCONJ
bracis-33656	53	45	federal	federal	ADJ
bracis-33656	53	46	authorities	authority	NOUN
bracis-33656	53	47	as	as	ADP
bracis-33656	53	48	emergencies	emergency	NOUN
bracis-33656	53	49	and	and	CCONJ
bracis-33656	53	50	dozens	dozen	NOUN
bracis-33656	53	51	of	of	ADP
bracis-33656	53	52	socioeconomic	socioeconomic	ADJ
bracis-33656	53	53	variables	variable	NOUN
bracis-33656	53	54	available	available	ADJ
bracis-33656	53	55	in	in	ADP
bracis-33656	53	56	official	official	ADJ
bracis-33656	53	57	open	open	ADJ
bracis-33656	53	58	databases	database	NOUN
bracis-33656	53	59	,	,	PUNCT
bracis-33656	53	60	covering	cover	VERB
bracis-33656	53	61	the	the	DET
bracis-33656	53	62	period	period	NOUN
bracis-33656	53	63	2003	2003	NUM
bracis-33656	53	64	-	-	SYM
bracis-33656	53	65	2020	2020	NUM
bracis-33656	53	66	.	.	PUNCT
bracis-33656	54	1	the	the	DET
bracis-33656	54	2	main	main	ADJ
bracis-33656	54	3	objective	objective	NOUN
bracis-33656	54	4	of	of	ADP
bracis-33656	54	5	the	the	DET
bracis-33656	54	6	study	study	NOUN
bracis-33656	54	7	is	be	AUX
bracis-33656	54	8	to	to	PART
bracis-33656	54	9	identify	identify	VERB
bracis-33656	54	10	,	,	PUNCT
bracis-33656	54	11	by	by	ADP
bracis-33656	54	12	means	mean	NOUN
bracis-33656	54	13	of	of	ADP
bracis-33656	54	14	ml	ml	NOUN
bracis-33656	54	15	models	model	NOUN
bracis-33656	54	16	and	and	CCONJ
bracis-33656	54	17	shap	shap	NOUN
bracis-33656	54	18	values	value	NOUN
bracis-33656	54	19	,	,	PUNCT
bracis-33656	54	20	which	which	PRON
bracis-33656	54	21	socioeconomic	socioeconomic	ADJ
bracis-33656	54	22	and	and	CCONJ
bracis-33656	54	23	socioenvironmental	socioenvironmental	ADJ
bracis-33656	54	24	variables	variable	NOUN
bracis-33656	54	25	are	be	AUX
bracis-33656	54	26	relevant	relevant	ADJ
bracis-33656	54	27	in	in	ADP
bracis-33656	54	28	their	their	PRON
bracis-33656	54	29	association	association	NOUN
bracis-33656	54	30	with	with	ADP
bracis-33656	54	31	the	the	DET
bracis-33656	54	32	different	different	ADJ
bracis-33656	54	33	types	type	NOUN
bracis-33656	54	34	of	of	ADP
bracis-33656	54	35	events	event	NOUN
bracis-33656	54	36	that	that	PRON
bracis-33656	54	37	led	lead	VERB
bracis-33656	54	38	to	to	ADP
bracis-33656	54	39	the	the	DET
bracis-33656	54	40	declaration	declaration	NOUN
bracis-33656	54	41	of	of	ADP
bracis-33656	54	42	emergency	emergency	NOUN
bracis-33656	54	43	in	in	ADP
bracis-33656	54	44	brazil	brazil	PROPN
bracis-33656	54	45	in	in	ADP
bracis-33656	54	46	the	the	DET
bracis-33656	54	47	period	period	NOUN
bracis-33656	54	48	2003	2003	NUM
bracis-33656	54	49	-	-	SYM
bracis-33656	54	50	2020	2020	NUM
bracis-33656	54	51	.	.	PUNCT
bracis-33656	55	1	once	once	ADV
bracis-33656	55	2	identified	identify	VERB
bracis-33656	55	3	,	,	PUNCT
bracis-33656	55	4	preliminary	preliminary	ADJ
bracis-33656	55	5	interpretations	interpretation	NOUN
bracis-33656	55	6	were	be	AUX
bracis-33656	55	7	made	make	VERB
bracis-33656	55	8	about	about	ADP
bracis-33656	55	9	this	this	DET
bracis-33656	55	10	connection	connection	NOUN
bracis-33656	55	11	,	,	PUNCT
bracis-33656	55	12	to	to	PART
bracis-33656	55	13	be	be	AUX
bracis-33656	55	14	tested	test	VERB
bracis-33656	55	15	in	in	ADP
bracis-33656	55	16	future	future	ADJ
bracis-33656	55	17	studies	study	NOUN
bracis-33656	55	18	.	.	PUNCT
bracis-33656	56	1	secondarily	secondarily	ADV
bracis-33656	56	2	,	,	PUNCT
bracis-33656	56	3	the	the	DET
bracis-33656	56	4	aim	aim	NOUN
bracis-33656	56	5	was	be	AUX
bracis-33656	56	6	to	to	PART
bracis-33656	56	7	establish	establish	VERB
bracis-33656	56	8	the	the	DET
bracis-33656	56	9	link	link	NOUN
bracis-33656	56	10	between	between	ADP
bracis-33656	56	11	the	the	DET
bracis-33656	56	12	variables	variable	NOUN
bracis-33656	56	13	highlighted	highlight	VERB
bracis-33656	56	14	in	in	ADP
bracis-33656	56	15	each	each	DET
bracis-33656	56	16	type	type	NOUN
bracis-33656	56	17	of	of	ADP
bracis-33656	56	18	event	event	NOUN
bracis-33656	56	19	(	(	PUNCT
bracis-33656	56	20	class	class	NOUN
bracis-33656	56	21	)	)	PUNCT
bracis-33656	56	22	causing	cause	VERB
bracis-33656	56	23	disaster	disaster	NOUN
bracis-33656	56	24	and	and	CCONJ
bracis-33656	56	25	the	the	DET
bracis-33656	56	26	sdgs	sdgs	NOUN
bracis-33656	56	27	,	,	PUNCT
bracis-33656	56	28	indicating	indicate	VERB
bracis-33656	56	29	the	the	DET
bracis-33656	56	30	bottlenecks	bottleneck	NOUN
bracis-33656	56	31	that	that	PRON
bracis-33656	56	32	must	must	AUX
bracis-33656	56	33	be	be	AUX
bracis-33656	56	34	addressed	address	VERB
bracis-33656	56	35	to	to	PART
bracis-33656	56	36	comply	comply	VERB
bracis-33656	56	37	with	with	ADP
bracis-33656	56	38	them	they	PRON
bracis-33656	56	39	.	.	PUNCT
bracis-33656	57	1	2	2	NUM
bracis-33656	57	2	materials	material	NOUN
bracis-33656	57	3	and	and	CCONJ
bracis-33656	57	4	 	 	SPACE
bracis-33656	57	5	methods	method	NOUN
bracis-33656	57	6	2.1	2.1	NUM
bracis-33656	57	7	dataset	dataset	VERB
bracis-33656	57	8	the	the	DET
bracis-33656	57	9	dataset	dataset	NOUN
bracis-33656	57	10	includes	include	VERB
bracis-33656	57	11	44,285	44,285	NUM
bracis-33656	57	12	examples	example	NOUN
bracis-33656	57	13	created	create	VERB
bracis-33656	57	14	from	from	ADP
bracis-33656	57	15	emergency	emergency	NOUN
bracis-33656	57	16	decrees	decree	NOUN
bracis-33656	57	17	in	in	ADP
bracis-33656	57	18	brazilian	brazilian	ADJ
bracis-33656	57	19	municipalities	municipality	NOUN
bracis-33656	57	20	from	from	ADP
bracis-33656	57	21	2003	2003	NUM
bracis-33656	57	22	to	to	ADP
bracis-33656	57	23	2020	2020	NUM
bracis-33656	57	24	,	,	PUNCT
bracis-33656	57	25	each	each	PRON
bracis-33656	57	26	with	with	ADP
bracis-33656	57	27	55	55	NUM
bracis-33656	57	28	features	feature	NOUN
bracis-33656	57	29	,	,	PUNCT
bracis-33656	57	30	such	such	ADJ
bracis-33656	57	31	that	that	SCONJ
bracis-33656	57	32	11	11	NUM
bracis-33656	57	33	of	of	ADP
bracis-33656	57	34	them	they	PRON
bracis-33656	57	35	,	,	PUNCT
bracis-33656	57	36	extracted	extract	VERB
bracis-33656	57	37	from	from	ADP
bracis-33656	57	38	s2idfootnote	s2idfootnote	NOUN
bracis-33656	57	39	1	1	NUM
bracis-33656	57	40	,	,	PUNCT
bracis-33656	57	41	are	be	AUX
bracis-33656	57	42	related	relate	VERB
bracis-33656	57	43	to	to	ADP
bracis-33656	57	44	the	the	DET
bracis-33656	57	45	decrees	decree	NOUN
bracis-33656	57	46	.	.	PUNCT
bracis-33656	58	1	the	the	DET
bracis-33656	58	2	other	other	ADJ
bracis-33656	58	3	44	44	NUM
bracis-33656	58	4	external	external	ADJ
bracis-33656	58	5	features	feature	NOUN
bracis-33656	58	6	are	be	AUX
bracis-33656	58	7	categorized	categorize	VERB
bracis-33656	58	8	as	as	SCONJ
bracis-33656	58	9	follows	follow	VERB
bracis-33656	58	10	:	:	PUNCT
bracis-33656	58	11	housing	housing	NOUN
bracis-33656	58	12	data	data	PROPN
bracis-33656	58	13	,	,	PUNCT
bracis-33656	58	14	hdi	hdi	PROPN
bracis-33656	58	15	indicators	indicator	NOUN
bracis-33656	58	16	and	and	CCONJ
bracis-33656	58	17	occupational	occupational	ADJ
bracis-33656	58	18	sector	sector	NOUN
bracis-33656	58	19	data	datum	NOUN
bracis-33656	58	20	,	,	PUNCT
bracis-33656	58	21	form	form	VERB
bracis-33656	58	22	the	the	DET
bracis-33656	58	23	ibge	ibge	NOUN
bracis-33656	58	24	censusfootnote	censusfootnote	NOUN
bracis-33656	58	25	2	2	NUM
bracis-33656	58	26	;	;	PUNCT
bracis-33656	58	27	the	the	DET
bracis-33656	58	28	share	share	NOUN
bracis-33656	58	29	of	of	ADP
bracis-33656	58	30	value	value	NOUN
bracis-33656	58	31	added	add	VERB
bracis-33656	58	32	in	in	ADP
bracis-33656	58	33	relation	relation	NOUN
bracis-33656	58	34	to	to	ADP
bracis-33656	58	35	the	the	DET
bracis-33656	58	36	national	national	PROPN
bracis-33656	58	37	gdp	gdp	PROPN
bracis-33656	58	38	,	,	PUNCT
bracis-33656	58	39	from	from	ADP
bracis-33656	58	40	ibge	ibge	NOUN
bracis-33656	58	41	’s	’s	PART
bracis-33656	58	42	sidra	sidra	PROPN
bracis-33656	58	43	plataformfootnote	plataformfootnote	PROPN
bracis-33656	58	44	3	3	NUM
bracis-33656	58	45	;	;	PUNCT
bracis-33656	58	46	education	education	NOUN
bracis-33656	58	47	level	level	NOUN
bracis-33656	58	48	investment	investment	NOUN
bracis-33656	58	49	data	datum	NOUN
bracis-33656	58	50	,	,	PUNCT
bracis-33656	58	51	from	from	ADP
bracis-33656	58	52	inepfootnote	inepfootnote	NOUN
bracis-33656	58	53	4	4	NUM
bracis-33656	58	54	.	.	PUNCT
bracis-33656	59	1	all	all	DET
bracis-33656	59	2	external	external	ADJ
bracis-33656	59	3	features	feature	NOUN
bracis-33656	59	4	are	be	AUX
bracis-33656	59	5	provided	provide	VERB
bracis-33656	59	6	annually	annually	ADV
bracis-33656	59	7	at	at	ADP
bracis-33656	59	8	the	the	DET
bracis-33656	59	9	estate	estate	NOUN
bracis-33656	59	10	level	level	NOUN
bracis-33656	59	11	,	,	PUNCT
bracis-33656	59	12	except	except	SCONJ
bracis-33656	59	13	for	for	ADP
bracis-33656	59	14	data	datum	NOUN
bracis-33656	59	15	from	from	ADP
bracis-33656	59	16	inep	inep	NOUN
bracis-33656	59	17	,	,	PUNCT
bracis-33656	59	18	which	which	PRON
bracis-33656	59	19	are	be	AUX
bracis-33656	59	20	provided	provide	VERB
bracis-33656	59	21	at	at	ADP
bracis-33656	59	22	the	the	DET
bracis-33656	59	23	national	national	ADJ
bracis-33656	59	24	level	level	NOUN
bracis-33656	59	25	.	.	PUNCT
bracis-33656	60	1	table	table	NOUN
bracis-33656	60	2	 	 	SPACE
bracis-33656	60	3	1	1	NUM
bracis-33656	60	4	shows	show	VERB
bracis-33656	60	5	the	the	DET
bracis-33656	60	6	variables	variable	NOUN
bracis-33656	60	7	,	,	PUNCT
bracis-33656	60	8	their	their	PRON
bracis-33656	60	9	corresponding	corresponding	ADJ
bracis-33656	60	10	abbreviated	abbreviate	VERB
bracis-33656	60	11	names	name	NOUN
bracis-33656	60	12	used	use	VERB
bracis-33656	60	13	in	in	ADP
bracis-33656	60	14	the	the	DET
bracis-33656	60	15	graphs	graph	NOUN
bracis-33656	60	16	and	and	CCONJ
bracis-33656	60	17	sources	source	NOUN
bracis-33656	60	18	.	.	PUNCT
bracis-33656	61	1	besides	besides	SCONJ
bracis-33656	61	2	the	the	DET
bracis-33656	61	3	complete	complete	ADJ
bracis-33656	61	4	dataset	dataset	NOUN
bracis-33656	61	5	,	,	PUNCT
bracis-33656	61	6	two	two	NUM
bracis-33656	61	7	subsets	subset	NOUN
bracis-33656	61	8	were	be	AUX
bracis-33656	61	9	created	create	VERB
bracis-33656	61	10	:	:	PUNCT
bracis-33656	61	11	one	one	NUM
bracis-33656	61	12	with	with	ADP
bracis-33656	61	13	data	datum	NOUN
bracis-33656	61	14	from	from	ADP
bracis-33656	61	15	2003	2003	NUM
bracis-33656	61	16	to	to	ADP
bracis-33656	61	17	2011	2011	NUM
bracis-33656	61	18	,	,	PUNCT
bracis-33656	61	19	comprising	comprise	VERB
bracis-33656	61	20	13,407	13,407	NUM
bracis-33656	61	21	examples	example	NOUN
bracis-33656	61	22	,	,	PUNCT
bracis-33656	61	23	and	and	CCONJ
bracis-33656	61	24	the	the	DET
bracis-33656	61	25	other	other	ADJ
bracis-33656	61	26	with	with	ADP
bracis-33656	61	27	data	datum	NOUN
bracis-33656	61	28	from	from	ADP
bracis-33656	61	29	2012	2012	NUM
bracis-33656	61	30	to	to	ADP
bracis-33656	61	31	2020	2020	NUM
bracis-33656	61	32	,	,	PUNCT
bracis-33656	61	33	comprising	comprise	VERB
bracis-33656	61	34	30,878	30,878	NUM
bracis-33656	61	35	examples	example	NOUN
bracis-33656	61	36	.	.	PUNCT
bracis-33656	62	1	this	this	DET
bracis-33656	62	2	separation	separation	NOUN
bracis-33656	62	3	was	be	AUX
bracis-33656	62	4	considered	consider	VERB
bracis-33656	62	5	to	to	PART
bracis-33656	62	6	allow	allow	VERB
bracis-33656	62	7	the	the	DET
bracis-33656	62	8	emergence	emergence	NOUN
bracis-33656	62	9	of	of	ADP
bracis-33656	62	10	different	different	ADJ
bracis-33656	62	11	variables	variable	NOUN
bracis-33656	62	12	among	among	ADP
bracis-33656	62	13	the	the	DET
bracis-33656	62	14	most	most	ADV
bracis-33656	62	15	important	important	ADJ
bracis-33656	62	16	ones	one	NOUN
bracis-33656	62	17	in	in	ADP
bracis-33656	62	18	different	different	ADJ
bracis-33656	62	19	periods	period	NOUN
bracis-33656	62	20	,	,	PUNCT
bracis-33656	62	21	due	due	ADP
bracis-33656	62	22	to	to	ADP
bracis-33656	62	23	the	the	DET
bracis-33656	62	24	changes	change	NOUN
bracis-33656	62	25	that	that	PRON
bracis-33656	62	26	occurred	occur	VERB
bracis-33656	62	27	in	in	ADP
bracis-33656	62	28	2012	2012	NUM
bracis-33656	62	29	,	,	PUNCT
bracis-33656	62	30	such	such	ADJ
bracis-33656	62	31	as	as	ADP
bracis-33656	62	32	the	the	DET
bracis-33656	62	33	new	new	ADJ
bracis-33656	62	34	classification	classification	NOUN
bracis-33656	62	35	of	of	ADP
bracis-33656	62	36	disasters	disaster	NOUN
bracis-33656	62	37	[	[	X
bracis-33656	62	38	1	1	NUM
bracis-33656	62	39	]	]	PUNCT
bracis-33656	62	40	and	and	CCONJ
bracis-33656	62	41	the	the	DET
bracis-33656	62	42	standardization	standardization	NOUN
bracis-33656	62	43	of	of	ADP
bracis-33656	62	44	validity	validity	NOUN
bracis-33656	62	45	periods	period	NOUN
bracis-33656	62	46	for	for	ADP
bracis-33656	62	47	emergency	emergency	NOUN
bracis-33656	62	48	situations	situation	NOUN
bracis-33656	62	49	(	(	PUNCT
bracis-33656	62	50	90	90	NUM
bracis-33656	62	51	days	day	NOUN
bracis-33656	62	52	)	)	PUNCT
bracis-33656	62	53	and	and	CCONJ
bracis-33656	62	54	states	state	NOUN
bracis-33656	62	55	of	of	ADP
bracis-33656	62	56	public	public	ADJ
bracis-33656	62	57	calamity	calamity	NOUN
bracis-33656	62	58	(	(	PUNCT
bracis-33656	62	59	180	180	NUM
bracis-33656	62	60	days	day	NOUN
bracis-33656	62	61	)	)	PUNCT
bracis-33656	62	62	.	.	PUNCT
bracis-33656	63	1	table	table	NOUN
bracis-33656	63	2	1	1	NUM
bracis-33656	63	3	.	.	NUM
bracis-33656	63	4	selected	select	VERB
bracis-33656	63	5	variables.full	variables.full	NOUN
bracis-33656	63	6	size	size	NOUN
bracis-33656	63	7	table	table	NOUN
bracis-33656	63	8	2.2	2.2	NUM
bracis-33656	63	9	machine	machine	NOUN
bracis-33656	63	10	learning	learn	VERB
bracis-33656	63	11	algorithms	algorithm	NOUN
bracis-33656	63	12	and	and	CCONJ
bracis-33656	63	13	 	 	SPACE
bracis-33656	63	14	shap	shap	NOUN
bracis-33656	63	15	values	value	NOUN
bracis-33656	63	16	our	our	PRON
bracis-33656	63	17	problem	problem	NOUN
bracis-33656	63	18	was	be	AUX
bracis-33656	63	19	modeled	model	VERB
bracis-33656	63	20	as	as	ADP
bracis-33656	63	21	a	a	DET
bracis-33656	63	22	classification	classification	NOUN
bracis-33656	63	23	task	task	NOUN
bracis-33656	63	24	with	with	ADP
bracis-33656	63	25	the	the	DET
bracis-33656	63	26	cobrade	cobrade	ADJ
bracis-33656	63	27	category	category	NOUN
bracis-33656	63	28	of	of	ADP
bracis-33656	63	29	events	event	NOUN
bracis-33656	63	30	[	[	X
bracis-33656	63	31	1	1	NUM
bracis-33656	63	32	]	]	PUNCT
bracis-33656	63	33	as	as	ADP
bracis-33656	63	34	the	the	DET
bracis-33656	63	35	class	class	NOUN
bracis-33656	63	36	,	,	PUNCT
bracis-33656	63	37	aiming	aim	VERB
bracis-33656	63	38	at	at	ADP
bracis-33656	63	39	unraveling	unravel	VERB
bracis-33656	63	40	insights	insight	NOUN
bracis-33656	63	41	on	on	ADP
bracis-33656	63	42	the	the	DET
bracis-33656	63	43	relationships	relationship	NOUN
bracis-33656	63	44	among	among	ADP
bracis-33656	63	45	these	these	DET
bracis-33656	63	46	events	event	NOUN
bracis-33656	63	47	and	and	CCONJ
bracis-33656	63	48	several	several	ADJ
bracis-33656	63	49	socio	socio	NOUN
bracis-33656	63	50	-	-	PUNCT
bracis-33656	63	51	economic	economic	ADJ
bracis-33656	63	52	indicators	indicator	NOUN
bracis-33656	63	53	.	.	PUNCT
bracis-33656	64	1	we	we	PRON
bracis-33656	64	2	employed	employ	VERB
bracis-33656	64	3	tree	tree	NOUN
bracis-33656	64	4	-	-	PUNCT
bracis-33656	64	5	based	base	VERB
bracis-33656	64	6	models	model	NOUN
bracis-33656	64	7	such	such	ADJ
bracis-33656	64	8	as	as	ADP
bracis-33656	64	9	xgboost	xgboost	ADJ
bracis-33656	64	10	,	,	PUNCT
bracis-33656	64	11	random	random	ADJ
bracis-33656	64	12	forest	forest	NOUN
bracis-33656	64	13	,	,	PUNCT
bracis-33656	64	14	and	and	CCONJ
bracis-33656	64	15	decision	decision	NOUN
bracis-33656	64	16	tree	tree	NOUN
bracis-33656	64	17	[	[	X
bracis-33656	64	18	22	22	NUM
bracis-33656	64	19	]	]	PUNCT
bracis-33656	64	20	for	for	ADP
bracis-33656	64	21	our	our	PRON
bracis-33656	64	22	classification	classification	NOUN
bracis-33656	64	23	task	task	NOUN
bracis-33656	64	24	due	due	ADP
bracis-33656	64	25	to	to	ADP
bracis-33656	64	26	their	their	PRON
bracis-33656	64	27	effectiveness	effectiveness	NOUN
bracis-33656	64	28	in	in	ADP
bracis-33656	64	29	handling	handle	VERB
bracis-33656	64	30	complex	complex	ADJ
bracis-33656	64	31	relationships	relationship	NOUN
bracis-33656	64	32	within	within	ADP
bracis-33656	64	33	data	datum	NOUN
bracis-33656	64	34	and	and	CCONJ
bracis-33656	64	35	their	their	PRON
bracis-33656	64	36	ability	ability	NOUN
bracis-33656	64	37	to	to	PART
bracis-33656	64	38	capture	capture	VERB
bracis-33656	64	39	nonlinearities	nonlinearitie	NOUN
bracis-33656	64	40	and	and	CCONJ
bracis-33656	64	41	interactions	interaction	NOUN
bracis-33656	64	42	among	among	ADP
bracis-33656	64	43	features	feature	NOUN
bracis-33656	64	44	.	.	PUNCT
bracis-33656	65	1	evaluation	evaluation	NOUN
bracis-33656	65	2	of	of	ADP
bracis-33656	65	3	model	model	NOUN
bracis-33656	65	4	performance	performance	NOUN
bracis-33656	65	5	included	include	VERB
bracis-33656	65	6	metrics	metric	NOUN
bracis-33656	65	7	such	such	ADJ
bracis-33656	65	8	as	as	ADP
bracis-33656	65	9	accuracy	accuracy	NOUN
bracis-33656	65	10	,	,	PUNCT
bracis-33656	65	11	precision	precision	NOUN
bracis-33656	65	12	,	,	PUNCT
bracis-33656	65	13	recall	recall	NOUN
bracis-33656	65	14	,	,	PUNCT
bracis-33656	65	15	and	and	CCONJ
bracis-33656	65	16	f1	f1	PROPN
bracis-33656	65	17	score	score	NOUN
bracis-33656	65	18	.	.	PUNCT
bracis-33656	66	1	to	to	PART
bracis-33656	66	2	enhance	enhance	VERB
bracis-33656	66	3	interpretability	interpretability	NOUN
bracis-33656	66	4	,	,	PUNCT
bracis-33656	66	5	we	we	PRON
bracis-33656	66	6	utilized	utilize	VERB
bracis-33656	66	7	the	the	DET
bracis-33656	66	8	shap	shap	NOUN
bracis-33656	66	9	libraryfootnote	libraryfootnote	VERB
bracis-33656	66	10	5	5	NUM
bracis-33656	66	11	to	to	PART
bracis-33656	66	12	compute	compute	VERB
bracis-33656	66	13	average	average	ADJ
bracis-33656	66	14	variable	variable	ADJ
bracis-33656	66	15	importance	importance	NOUN
bracis-33656	66	16	scores	score	NOUN
bracis-33656	66	17	for	for	ADP
bracis-33656	66	18	each	each	DET
bracis-33656	66	19	class	class	NOUN
bracis-33656	66	20	separately	separately	ADV
bracis-33656	66	21	.	.	PUNCT
bracis-33656	67	1	these	these	DET
bracis-33656	67	2	insights	insight	NOUN
bracis-33656	67	3	were	be	AUX
bracis-33656	67	4	crucial	crucial	ADJ
bracis-33656	67	5	for	for	ADP
bracis-33656	67	6	evaluation	evaluation	NOUN
bracis-33656	67	7	by	by	ADP
bracis-33656	67	8	a	a	DET
bracis-33656	67	9	disaster	disaster	NOUN
bracis-33656	67	10	specialist	specialist	NOUN
bracis-33656	67	11	,	,	PUNCT
bracis-33656	67	12	considering	consider	VERB
bracis-33656	67	13	both	both	CCONJ
bracis-33656	67	14	geographical	geographical	ADJ
bracis-33656	67	15	and	and	CCONJ
bracis-33656	67	16	socio	socio	NOUN
bracis-33656	67	17	-	-	PUNCT
bracis-33656	67	18	political	political	ADJ
bracis-33656	67	19	aspects	aspect	NOUN
bracis-33656	67	20	.	.	PUNCT
bracis-33656	68	1	3	3	NUM
bracis-33656	68	2	experiments	experiment	NOUN
bracis-33656	68	3	and	and	CCONJ
bracis-33656	68	4	 	 	SPACE
bracis-33656	68	5	analysis	analysis	NOUN
bracis-33656	68	6	the	the	DET
bracis-33656	68	7	algorithms	algorithm	NOUN
bracis-33656	68	8	were	be	AUX
bracis-33656	68	9	run	run	VERB
bracis-33656	68	10	on	on	ADP
bracis-33656	68	11	the	the	DET
bracis-33656	68	12	entire	entire	ADJ
bracis-33656	68	13	dataset	dataset	NOUN
bracis-33656	68	14	,	,	PUNCT
bracis-33656	68	15	spanning	span	VERB
bracis-33656	68	16	from	from	ADP
bracis-33656	68	17	2003	2003	NUM
bracis-33656	68	18	to	to	ADP
bracis-33656	68	19	2020	2020	NUM
bracis-33656	68	20	,	,	PUNCT
bracis-33656	68	21	and	and	CCONJ
bracis-33656	68	22	on	on	ADP
bracis-33656	68	23	two	two	NUM
bracis-33656	68	24	separate	separate	ADJ
bracis-33656	68	25	datasets	dataset	NOUN
bracis-33656	68	26	,	,	PUNCT
bracis-33656	68	27	covering	cover	VERB
bracis-33656	68	28	the	the	DET
bracis-33656	68	29	periods	period	NOUN
bracis-33656	68	30	:	:	PUNCT
bracis-33656	68	31	period	period	NOUN
bracis-33656	68	32	1	1	NUM
bracis-33656	68	33	(	(	PUNCT
bracis-33656	68	34	2003	2003	NUM
bracis-33656	68	35	-	-	SYM
bracis-33656	68	36	2011	2011	NUM
bracis-33656	68	37	)	)	PUNCT
bracis-33656	68	38	and	and	CCONJ
bracis-33656	68	39	period	period	NOUN
bracis-33656	68	40	2	2	NUM
bracis-33656	68	41	(	(	PUNCT
bracis-33656	68	42	2012	2012	NUM
bracis-33656	68	43	-	-	SYM
bracis-33656	68	44	2020	2020	NUM
bracis-33656	68	45	)	)	PUNCT
bracis-33656	68	46	.	.	PUNCT
bracis-33656	69	1	in	in	ADP
bracis-33656	69	2	all	all	DET
bracis-33656	69	3	executions	execution	NOUN
bracis-33656	69	4	we	we	PRON
bracis-33656	69	5	employed	employ	VERB
bracis-33656	69	6	an	an	DET
bracis-33656	69	7	80	80	NUM
bracis-33656	69	8	-	-	SYM
bracis-33656	69	9	20	20	NUM
bracis-33656	69	10	split	split	NOUN
bracis-33656	69	11	for	for	ADP
bracis-33656	69	12	this	this	DET
bracis-33656	69	13	study	study	NOUN
bracis-33656	69	14	,	,	PUNCT
bracis-33656	69	15	allocating	allocate	VERB
bracis-33656	69	16	80	80	NUM
bracis-33656	69	17	%	%	NOUN
bracis-33656	69	18	for	for	ADP
bracis-33656	69	19	training	training	NOUN
bracis-33656	69	20	and	and	CCONJ
bracis-33656	69	21	20	20	NUM
bracis-33656	69	22	%	%	NOUN
bracis-33656	69	23	for	for	ADP
bracis-33656	69	24	testing	testing	NOUN
bracis-33656	69	25	and	and	CCONJ
bracis-33656	69	26	using	use	VERB
bracis-33656	69	27	the	the	DET
bracis-33656	69	28	default	default	NOUN
bracis-33656	69	29	parameters	parameter	NOUN
bracis-33656	69	30	.	.	PUNCT
bracis-33656	70	1	throughout	throughout	ADP
bracis-33656	70	2	the	the	DET
bracis-33656	70	3	process	process	NOUN
bracis-33656	70	4	,	,	PUNCT
bracis-33656	70	5	our	our	PRON
bracis-33656	70	6	focus	focus	NOUN
bracis-33656	70	7	was	be	AUX
bracis-33656	70	8	on	on	ADP
bracis-33656	70	9	ensuring	ensure	VERB
bracis-33656	70	10	adequate	adequate	ADJ
bracis-33656	70	11	class	class	NOUN
bracis-33656	70	12	representation	representation	NOUN
bracis-33656	70	13	to	to	PART
bracis-33656	70	14	allow	allow	VERB
bracis-33656	70	15	the	the	DET
bracis-33656	70	16	model	model	NOUN
bracis-33656	70	17	to	to	PART
bracis-33656	70	18	generalize	generalize	VERB
bracis-33656	70	19	common	common	ADJ
bracis-33656	70	20	behaviors	behavior	NOUN
bracis-33656	70	21	across	across	ADP
bracis-33656	70	22	event	event	NOUN
bracis-33656	70	23	occurrences	occurrence	NOUN
bracis-33656	70	24	.	.	PUNCT
bracis-33656	71	1	we	we	PRON
bracis-33656	71	2	acknowledge	acknowledge	VERB
bracis-33656	71	3	the	the	DET
bracis-33656	71	4	inherent	inherent	ADJ
bracis-33656	71	5	imbalance	imbalance	NOUN
bracis-33656	71	6	in	in	ADP
bracis-33656	71	7	our	our	PRON
bracis-33656	71	8	dataset	dataset	NOUN
bracis-33656	71	9	,	,	PUNCT
bracis-33656	71	10	however	however	ADV
bracis-33656	71	11	,	,	PUNCT
bracis-33656	71	12	introducing	introduce	VERB
bracis-33656	71	13	synthetic	synthetic	ADJ
bracis-33656	71	14	data	datum	NOUN
bracis-33656	71	15	was	be	AUX
bracis-33656	71	16	deemed	deem	VERB
bracis-33656	71	17	inappropriate	inappropriate	ADJ
bracis-33656	71	18	as	as	SCONJ
bracis-33656	71	19	it	it	PRON
bracis-33656	71	20	could	could	AUX
bracis-33656	71	21	distort	distort	VERB
bracis-33656	71	22	variable	variable	ADJ
bracis-33656	71	23	importance	importance	NOUN
bracis-33656	71	24	and	and	CCONJ
bracis-33656	71	25	exacerbate	exacerbate	VERB
bracis-33656	71	26	biases	bias	NOUN
bracis-33656	71	27	.	.	PUNCT
bracis-33656	72	1	the	the	DET
bracis-33656	72	2	performance	performance	NOUN
bracis-33656	72	3	measures	measure	NOUN
bracis-33656	72	4	for	for	ADP
bracis-33656	72	5	all	all	DET
bracis-33656	72	6	algorithms	algorithm	NOUN
bracis-33656	72	7	and	and	CCONJ
bracis-33656	72	8	time	time	NOUN
bracis-33656	72	9	periods	period	NOUN
bracis-33656	72	10	are	be	AUX
bracis-33656	72	11	shown	show	VERB
bracis-33656	72	12	in	in	ADP
bracis-33656	72	13	table	table	NOUN
bracis-33656	72	14	 	 	SPACE
bracis-33656	72	15	2	2	NUM
bracis-33656	72	16	.	.	PUNCT
bracis-33656	73	1	the	the	DET
bracis-33656	73	2	model	model	NOUN
bracis-33656	73	3	with	with	ADP
bracis-33656	73	4	best	good	ADJ
bracis-33656	73	5	accuracy	accuracy	NOUN
bracis-33656	73	6	(	(	PUNCT
bracis-33656	73	7	xgboost	xgboost	X
bracis-33656	73	8	)	)	PUNCT
bracis-33656	73	9	was	be	AUX
bracis-33656	73	10	selected	select	VERB
bracis-33656	73	11	to	to	PART
bracis-33656	73	12	perform	perform	VERB
bracis-33656	73	13	the	the	DET
bracis-33656	73	14	analyses	analysis	NOUN
bracis-33656	73	15	of	of	ADP
bracis-33656	73	16	features	feature	NOUN
bracis-33656	73	17	importance	importance	NOUN
bracis-33656	73	18	by	by	ADP
bracis-33656	73	19	the	the	DET
bracis-33656	73	20	shap	shap	PROPN
bracis-33656	73	21	method	method	NOUN
bracis-33656	73	22	.	.	PUNCT
bracis-33656	74	1	table	table	NOUN
bracis-33656	74	2	2	2	NUM
bracis-33656	74	3	.	.	PUNCT
bracis-33656	74	4	model	model	NOUN
bracis-33656	74	5	performance	performance	NOUN
bracis-33656	74	6	metrics	metric	NOUN
bracis-33656	74	7	across	across	ADP
bracis-33656	74	8	time	time	NOUN
bracis-33656	74	9	periodsfull	periodsfull	ADJ
bracis-33656	74	10	size	size	NOUN
bracis-33656	74	11	table	table	NOUN
bracis-33656	74	12	as	as	ADP
bracis-33656	74	13	not	not	PART
bracis-33656	74	14	all	all	DET
bracis-33656	74	15	classes	class	NOUN
bracis-33656	74	16	have	have	VERB
bracis-33656	74	17	enough	enough	ADJ
bracis-33656	74	18	examples	example	NOUN
bracis-33656	74	19	,	,	PUNCT
bracis-33656	74	20	only	only	ADV
bracis-33656	74	21	the	the	DET
bracis-33656	74	22	classes	class	NOUN
bracis-33656	74	23	with	with	ADP
bracis-33656	74	24	the	the	DET
bracis-33656	74	25	highest	high	ADJ
bracis-33656	74	26	frequency	frequency	NOUN
bracis-33656	74	27	in	in	ADP
bracis-33656	74	28	the	the	DET
bracis-33656	74	29	data	datum	NOUN
bracis-33656	74	30	set	set	VERB
bracis-33656	74	31	were	be	AUX
bracis-33656	74	32	considered	consider	VERB
bracis-33656	74	33	for	for	ADP
bracis-33656	74	34	analysis	analysis	NOUN
bracis-33656	74	35	(	(	PUNCT
bracis-33656	74	36	cobrade	cobrade	VERB
bracis-33656	74	37	classes	class	NOUN
bracis-33656	74	38	in	in	ADP
bracis-33656	74	39	parenthesis	parenthesis	NOUN
bracis-33656	74	40	):	):	PUNCT
bracis-33656	74	41	landslide	landslide	NOUN
bracis-33656	74	42	(	(	PUNCT
bracis-33656	74	43	1.1.3.2.1	1.1.3.2.1	NUM
bracis-33656	74	44	)	)	PUNCT
bracis-33656	74	45	,	,	PUNCT
bracis-33656	74	46	storms	storm	NOUN
bracis-33656	74	47	and	and	CCONJ
bracis-33656	74	48	floods	flood	NOUN
bracis-33656	74	49	(	(	PUNCT
bracis-33656	74	50	1.2.1.0.0	1.2.1.0.0	ADJ
bracis-33656	74	51	)	)	PUNCT
bracis-33656	74	52	,	,	PUNCT
bracis-33656	74	53	dry	dry	ADJ
bracis-33656	74	54	season	season	NOUN
bracis-33656	74	55	(	(	PUNCT
bracis-33656	74	56	1.4.1.1.0	1.4.1.1.0	NUM
bracis-33656	74	57	)	)	PUNCT
bracis-33656	74	58	,	,	PUNCT
bracis-33656	74	59	drought	drought	NOUN
bracis-33656	74	60	(	(	PUNCT
bracis-33656	74	61	1.4.1.2.0	1.4.1.2.0	NUM
bracis-33656	74	62	)	)	PUNCT
bracis-33656	74	63	,	,	PUNCT
bracis-33656	74	64	forest	forest	NOUN
bracis-33656	74	65	fires	fire	NOUN
bracis-33656	74	66	(	(	PUNCT
bracis-33656	74	67	1.4.1.3.1	1.4.1.3.1	NUM
bracis-33656	74	68	)	)	PUNCT
bracis-33656	74	69	and	and	CCONJ
bracis-33656	74	70	viral	viral	ADJ
bracis-33656	74	71	infectious	infectious	ADJ
bracis-33656	74	72	diseases	disease	NOUN
bracis-33656	74	73	(	(	PUNCT
bracis-33656	74	74	1.5.1.1.0	1.5.1.1.0	NUM
bracis-33656	74	75	)	)	PUNCT
bracis-33656	74	76	(	(	PUNCT
bracis-33656	74	77	see	see	VERB
bracis-33656	74	78	fig	fig	NOUN
bracis-33656	74	79	.	.	PUNCT
bracis-33656	74	80	 	 	SPACE
bracis-33656	74	81	1	1	NUM
bracis-33656	74	82	)	)	PUNCT
bracis-33656	74	83	.	.	PUNCT
bracis-33656	75	1	the	the	DET
bracis-33656	75	2	shap	shap	PROPN
bracis-33656	75	3	beeswarm	beeswarm	PROPN
bracis-33656	75	4	plot	plot	NOUN
bracis-33656	75	5	is	be	AUX
bracis-33656	75	6	used	use	VERB
bracis-33656	75	7	to	to	PART
bracis-33656	75	8	present	present	VERB
bracis-33656	75	9	the	the	DET
bracis-33656	75	10	11	11	NUM
bracis-33656	75	11	most	most	ADV
bracis-33656	75	12	important	important	ADJ
bracis-33656	75	13	variables	variable	NOUN
bracis-33656	75	14	for	for	ADP
bracis-33656	75	15	each	each	DET
bracis-33656	75	16	class	class	NOUN
bracis-33656	75	17	in	in	ADP
bracis-33656	75	18	the	the	DET
bracis-33656	75	19	period	period	NOUN
bracis-33656	75	20	chosen	choose	VERB
bracis-33656	75	21	for	for	ADP
bracis-33656	75	22	analysis	analysis	NOUN
bracis-33656	75	23	:	:	PUNCT
bracis-33656	75	24	the	the	DET
bracis-33656	75	25	entire	entire	ADJ
bracis-33656	75	26	period	period	NOUN
bracis-33656	75	27	(	(	PUNCT
bracis-33656	75	28	2003	2003	NUM
bracis-33656	75	29	-	-	SYM
bracis-33656	75	30	2020	2020	NUM
bracis-33656	75	31	)	)	PUNCT
bracis-33656	75	32	or	or	CCONJ
bracis-33656	75	33	separate	separate	ADJ
bracis-33656	75	34	periods	period	NOUN
bracis-33656	75	35	(	(	PUNCT
bracis-33656	75	36	2002	2002	NUM
bracis-33656	75	37	-	-	SYM
bracis-33656	75	38	2011	2011	NUM
bracis-33656	75	39	or	or	CCONJ
bracis-33656	75	40	2012	2012	NUM
bracis-33656	75	41	-	-	SYM
bracis-33656	75	42	2020	2020	NUM
bracis-33656	75	43	)	)	PUNCT
bracis-33656	75	44	,	,	PUNCT
bracis-33656	75	45	depending	depend	VERB
bracis-33656	75	46	on	on	ADP
bracis-33656	75	47	the	the	DET
bracis-33656	75	48	relevance	relevance	NOUN
bracis-33656	75	49	identified	identify	VERB
bracis-33656	75	50	in	in	ADP
bracis-33656	75	51	each	each	DET
bracis-33656	75	52	case	case	NOUN
bracis-33656	75	53	.	.	PUNCT
bracis-33656	76	1	the	the	DET
bracis-33656	76	2	beeswarm	beeswarm	PROPN
bracis-33656	76	3	plot	plot	NOUN
bracis-33656	76	4	gives	give	VERB
bracis-33656	76	5	the	the	DET
bracis-33656	76	6	rank	rank	NOUN
bracis-33656	76	7	of	of	ADP
bracis-33656	76	8	features	feature	NOUN
bracis-33656	76	9	by	by	ADP
bracis-33656	76	10	their	their	PRON
bracis-33656	76	11	importance	importance	NOUN
bracis-33656	76	12	,	,	PUNCT
bracis-33656	76	13	and	and	CCONJ
bracis-33656	76	14	provides	provide	VERB
bracis-33656	76	15	information	information	NOUN
bracis-33656	76	16	on	on	ADP
bracis-33656	76	17	how	how	SCONJ
bracis-33656	76	18	the	the	DET
bracis-33656	76	19	variation	variation	NOUN
bracis-33656	76	20	of	of	ADP
bracis-33656	76	21	the	the	DET
bracis-33656	76	22	features	feature	NOUN
bracis-33656	76	23	values	value	NOUN
bracis-33656	76	24	can	can	AUX
bracis-33656	76	25	impact	impact	VERB
bracis-33656	76	26	each	each	DET
bracis-33656	76	27	class	class	NOUN
bracis-33656	76	28	.	.	PUNCT
bracis-33656	77	1	for	for	ADP
bracis-33656	77	2	each	each	DET
bracis-33656	77	3	feature	feature	NOUN
bracis-33656	77	4	,	,	PUNCT
bracis-33656	77	5	all	all	DET
bracis-33656	77	6	instances	instance	NOUN
bracis-33656	77	7	in	in	ADP
bracis-33656	77	8	the	the	DET
bracis-33656	77	9	dataset	dataset	NOUN
bracis-33656	77	10	are	be	AUX
bracis-33656	77	11	identified	identify	VERB
bracis-33656	77	12	by	by	ADP
bracis-33656	77	13	a	a	DET
bracis-33656	77	14	dot	dot	NOUN
bracis-33656	77	15	,	,	PUNCT
bracis-33656	77	16	with	with	ADP
bracis-33656	77	17	the	the	DET
bracis-33656	77	18	horizontal	horizontal	ADJ
bracis-33656	77	19	position	position	NOUN
bracis-33656	77	20	of	of	ADP
bracis-33656	77	21	the	the	DET
bracis-33656	77	22	dot	dot	NOUN
bracis-33656	77	23	being	be	AUX
bracis-33656	77	24	the	the	DET
bracis-33656	77	25	shap	shap	NOUN
bracis-33656	77	26	value	value	NOUN
bracis-33656	77	27	of	of	ADP
bracis-33656	77	28	that	that	DET
bracis-33656	77	29	feature	feature	NOUN
bracis-33656	77	30	.	.	PUNCT
bracis-33656	78	1	the	the	DET
bracis-33656	78	2	blue	blue	ADJ
bracis-33656	78	3	color	color	NOUN
bracis-33656	78	4	represents	represent	VERB
bracis-33656	78	5	low	low	ADJ
bracis-33656	78	6	values	value	NOUN
bracis-33656	78	7	and	and	CCONJ
bracis-33656	78	8	,	,	PUNCT
bracis-33656	78	9	red	red	PROPN
bracis-33656	78	10	,	,	PUNCT
bracis-33656	78	11	the	the	DET
bracis-33656	78	12	high	high	ADJ
bracis-33656	78	13	ones	one	NOUN
bracis-33656	78	14	.	.	PUNCT
bracis-33656	79	1	it	it	PRON
bracis-33656	79	2	can	can	AUX
bracis-33656	79	3	be	be	AUX
bracis-33656	79	4	noted	note	VERB
bracis-33656	79	5	that	that	SCONJ
bracis-33656	79	6	date	date	NOUN
bracis-33656	79	7	related	relate	VERB
bracis-33656	79	8	features	feature	NOUN
bracis-33656	79	9	such	such	ADJ
bracis-33656	79	10	as	as	ADP
bracis-33656	79	11	year	year	NOUN
bracis-33656	79	12	or	or	CCONJ
bracis-33656	79	13	month	month	NOUN
bracis-33656	79	14	of	of	ADP
bracis-33656	79	15	beginning	beginning	NOUN
bracis-33656	79	16	and	and	CCONJ
bracis-33656	79	17	end	end	NOUN
bracis-33656	79	18	of	of	ADP
bracis-33656	79	19	the	the	DET
bracis-33656	79	20	decree	decree	NOUN
bracis-33656	79	21	validity	validity	NOUN
bracis-33656	79	22	,	,	PUNCT
bracis-33656	79	23	as	as	ADV
bracis-33656	79	24	well	well	ADV
bracis-33656	79	25	as	as	ADP
bracis-33656	79	26	ibge	ibge	NOUN
bracis-33656	79	27	code	code	NOUN
bracis-33656	79	28	,	,	PUNCT
bracis-33656	79	29	appear	appear	VERB
bracis-33656	79	30	frequently	frequently	ADV
bracis-33656	79	31	among	among	ADP
bracis-33656	79	32	the	the	DET
bracis-33656	79	33	most	most	ADV
bracis-33656	79	34	important	important	ADJ
bracis-33656	79	35	ones	one	NOUN
bracis-33656	79	36	.	.	PUNCT
bracis-33656	80	1	although	although	SCONJ
bracis-33656	80	2	important	important	ADJ
bracis-33656	80	3	for	for	ADP
bracis-33656	80	4	the	the	DET
bracis-33656	80	5	class	class	NOUN
bracis-33656	80	6	determination	determination	NOUN
bracis-33656	80	7	,	,	PUNCT
bracis-33656	80	8	it	it	PRON
bracis-33656	80	9	is	be	AUX
bracis-33656	80	10	not	not	PART
bracis-33656	80	11	possible	possible	ADJ
bracis-33656	80	12	to	to	PART
bracis-33656	80	13	extract	extract	VERB
bracis-33656	80	14	specific	specific	ADJ
bracis-33656	80	15	information	information	NOUN
bracis-33656	80	16	based	base	VERB
bracis-33656	80	17	on	on	ADP
bracis-33656	80	18	the	the	DET
bracis-33656	80	19	feature	feature	NOUN
bracis-33656	80	20	values	value	NOUN
bracis-33656	80	21	,	,	PUNCT
bracis-33656	80	22	except	except	SCONJ
bracis-33656	80	23	for	for	ADP
bracis-33656	80	24	some	some	DET
bracis-33656	80	25	cases	case	NOUN
bracis-33656	80	26	where	where	SCONJ
bracis-33656	80	27	the	the	DET
bracis-33656	80	28	decrees	decree	NOUN
bracis-33656	80	29	validity	validity	NOUN
bracis-33656	80	30	start	start	VERB
bracis-33656	80	31	in	in	ADP
bracis-33656	80	32	specific	specific	ADJ
bracis-33656	80	33	years	year	NOUN
bracis-33656	80	34	,	,	PUNCT
bracis-33656	80	35	for	for	ADP
bracis-33656	80	36	example	example	NOUN
bracis-33656	80	37	viral	viral	ADJ
bracis-33656	80	38	infectious	infectious	ADJ
bracis-33656	80	39	diseases	disease	NOUN
bracis-33656	80	40	(	(	PUNCT
bracis-33656	80	41	1.5.1.1.0	1.5.1.1.0	NOUN
bracis-33656	80	42	)	)	PUNCT
bracis-33656	80	43	that	that	PRON
bracis-33656	80	44	occurred	occur	VERB
bracis-33656	80	45	mainly	mainly	ADV
bracis-33656	80	46	during	during	ADP
bracis-33656	80	47	2020	2020	NUM
bracis-33656	80	48	covid-19	covid-19	PROPN
bracis-33656	80	49	pandemic	pandemic	ADJ
bracis-33656	80	50	period	period	NOUN
bracis-33656	80	51	as	as	SCONJ
bracis-33656	80	52	seen	see	VERB
bracis-33656	80	53	in	in	ADP
bracis-33656	80	54	fig	fig	NOUN
bracis-33656	80	55	.	.	PUNCT
bracis-33656	81	1	1	1	X
bracis-33656	81	2	.	.	X
bracis-33656	81	3	for	for	ADP
bracis-33656	81	4	this	this	DET
bracis-33656	81	5	reason	reason	NOUN
bracis-33656	81	6	,	,	PUNCT
bracis-33656	81	7	we	we	PRON
bracis-33656	81	8	do	do	AUX
bracis-33656	81	9	not	not	PART
bracis-33656	81	10	comment	comment	VERB
bracis-33656	81	11	on	on	ADP
bracis-33656	81	12	these	these	DET
bracis-33656	81	13	variables	variable	NOUN
bracis-33656	81	14	in	in	ADP
bracis-33656	81	15	the	the	DET
bracis-33656	81	16	analysis	analysis	NOUN
bracis-33656	81	17	that	that	PRON
bracis-33656	81	18	follows	follow	VERB
bracis-33656	81	19	.	.	PUNCT
bracis-33656	82	1	it	it	PRON
bracis-33656	82	2	is	be	AUX
bracis-33656	82	3	important	important	ADJ
bracis-33656	82	4	to	to	PART
bracis-33656	82	5	mention	mention	VERB
bracis-33656	82	6	that	that	PRON
bracis-33656	82	7	ibge	ibge	NOUN
bracis-33656	82	8	code	code	NOUN
bracis-33656	82	9	is	be	AUX
bracis-33656	82	10	included	include	VERB
bracis-33656	82	11	as	as	ADP
bracis-33656	82	12	one	one	NUM
bracis-33656	82	13	of	of	ADP
bracis-33656	82	14	the	the	DET
bracis-33656	82	15	attributes	attribute	NOUN
bracis-33656	82	16	as	as	ADP
bracis-33656	82	17	an	an	DET
bracis-33656	82	18	identifier	identifier	NOUN
bracis-33656	82	19	of	of	ADP
bracis-33656	82	20	the	the	DET
bracis-33656	82	21	municipalities	municipality	NOUN
bracis-33656	82	22	.	.	PUNCT
bracis-33656	83	1	fig	fig	NOUN
bracis-33656	83	2	.	.	PUNCT
bracis-33656	84	1	1	1	X
bracis-33656	84	2	.	.	X
bracis-33656	84	3	frequency	frequency	NOUN
bracis-33656	84	4	of	of	ADP
bracis-33656	84	5	cobrade	cobrade	ADJ
bracis-33656	84	6	classes	class	NOUN
bracis-33656	84	7	over	over	ADP
bracis-33656	84	8	the	the	DET
bracis-33656	84	9	years	year	NOUN
bracis-33656	84	10	,	,	PUNCT
bracis-33656	84	11	2003	2003	NUM
bracis-33656	84	12	-	-	SYM
bracis-33656	84	13	2020	2020	NUM
bracis-33656	84	14	.	.	PUNCT
bracis-33656	85	1	full	full	ADJ
bracis-33656	85	2	size	size	NOUN
bracis-33656	85	3	image	image	NOUN
bracis-33656	85	4	below	below	ADV
bracis-33656	85	5	,	,	PUNCT
bracis-33656	85	6	we	we	PRON
bracis-33656	85	7	comment	comment	VERB
bracis-33656	85	8	on	on	ADP
bracis-33656	85	9	the	the	DET
bracis-33656	85	10	variables	variable	NOUN
bracis-33656	85	11	that	that	PRON
bracis-33656	85	12	appear	appear	VERB
bracis-33656	85	13	among	among	ADP
bracis-33656	85	14	the	the	DET
bracis-33656	85	15	most	most	ADV
bracis-33656	85	16	important	important	ADJ
bracis-33656	85	17	and	and	CCONJ
bracis-33656	85	18	provide	provide	VERB
bracis-33656	85	19	relevant	relevant	ADJ
bracis-33656	85	20	information	information	NOUN
bracis-33656	85	21	for	for	ADP
bracis-33656	85	22	the	the	DET
bracis-33656	85	23	objectives	objective	NOUN
bracis-33656	85	24	of	of	ADP
bracis-33656	85	25	the	the	DET
bracis-33656	85	26	article	article	NOUN
bracis-33656	85	27	,	,	PUNCT
bracis-33656	85	28	for	for	ADP
bracis-33656	85	29	each	each	PRON
bracis-33656	85	30	of	of	ADP
bracis-33656	85	31	the	the	DET
bracis-33656	85	32	selected	select	VERB
bracis-33656	85	33	classes	class	NOUN
bracis-33656	85	34	.	.	PUNCT
bracis-33656	86	1	fig	fig	NOUN
bracis-33656	86	2	.	.	PUNCT
bracis-33656	87	1	2	2	X
bracis-33656	87	2	.	.	X
bracis-33656	87	3	most	most	ADV
bracis-33656	87	4	important	important	ADJ
bracis-33656	87	5	variables	variable	NOUN
bracis-33656	87	6	for	for	ADP
bracis-33656	87	7	class	class	NOUN
bracis-33656	87	8	landslide	landslide	NOUN
bracis-33656	87	9	(	(	PUNCT
bracis-33656	87	10	1.1.3.2.1	1.1.3.2.1	NUM
bracis-33656	87	11	)	)	PUNCT
bracis-33656	87	12	full	full	ADJ
bracis-33656	87	13	size	size	NOUN
bracis-33656	87	14	image	image	NOUN
bracis-33656	87	15	landslide	landslide	NOUN
bracis-33656	87	16	.	.	PUNCT
bracis-33656	88	1	a	a	DET
bracis-33656	88	2	landslide	landslide	NOUN
bracis-33656	88	3	is	be	AUX
bracis-33656	88	4	defined	define	VERB
bracis-33656	88	5	as	as	ADP
bracis-33656	88	6	the	the	DET
bracis-33656	88	7	movement	movement	NOUN
bracis-33656	88	8	of	of	ADP
bracis-33656	88	9	a	a	DET
bracis-33656	88	10	mass	mass	NOUN
bracis-33656	88	11	on	on	ADP
bracis-33656	88	12	a	a	DET
bracis-33656	88	13	slope	slope	NOUN
bracis-33656	88	14	due	due	ADP
bracis-33656	88	15	to	to	ADP
bracis-33656	88	16	the	the	DET
bracis-33656	88	17	action	action	NOUN
bracis-33656	88	18	of	of	ADP
bracis-33656	88	19	gravity	gravity	NOUN
bracis-33656	88	20	and	and	CCONJ
bracis-33656	88	21	the	the	DET
bracis-33656	88	22	effect	effect	NOUN
bracis-33656	88	23	of	of	ADP
bracis-33656	88	24	some	some	DET
bracis-33656	88	25	force	force	NOUN
bracis-33656	88	26	[	[	X
bracis-33656	88	27	21	21	NUM
bracis-33656	88	28	]	]	PUNCT
bracis-33656	88	29	.	.	PUNCT
bracis-33656	89	1	in	in	ADP
bracis-33656	89	2	the	the	DET
bracis-33656	89	3	brazilian	brazilian	ADJ
bracis-33656	89	4	case	case	NOUN
bracis-33656	89	5	,	,	PUNCT
bracis-33656	89	6	intense	intense	ADJ
bracis-33656	89	7	rainfall	rainfall	NOUN
bracis-33656	89	8	over	over	ADP
bracis-33656	89	9	these	these	DET
bracis-33656	89	10	areas	area	NOUN
bracis-33656	89	11	acts	act	VERB
bracis-33656	89	12	to	to	PART
bracis-33656	89	13	produce	produce	VERB
bracis-33656	89	14	the	the	DET
bracis-33656	89	15	movement	movement	NOUN
bracis-33656	89	16	of	of	ADP
bracis-33656	89	17	soil	soil	NOUN
bracis-33656	89	18	sliding	slide	VERB
bracis-33656	89	19	(	(	PUNCT
bracis-33656	89	20	in	in	ADP
bracis-33656	89	21	the	the	DET
bracis-33656	89	22	form	form	NOUN
bracis-33656	89	23	of	of	ADP
bracis-33656	89	24	mud	mud	NOUN
bracis-33656	89	25	)	)	PUNCT
bracis-33656	89	26	or	or	CCONJ
bracis-33656	89	27	falling	fall	VERB
bracis-33656	89	28	rocks	rock	NOUN
bracis-33656	89	29	and	and	CCONJ
bracis-33656	89	30	debris	debris	NOUN
bracis-33656	89	31	(	(	PUNCT
bracis-33656	89	32	including	include	VERB
bracis-33656	89	33	natural	natural	ADJ
bracis-33656	89	34	or	or	CCONJ
bracis-33656	89	35	planted	plant	VERB
bracis-33656	89	36	flora	flora	NOUN
bracis-33656	89	37	)	)	PUNCT
bracis-33656	89	38	causing	cause	VERB
bracis-33656	89	39	considerable	considerable	ADJ
bracis-33656	89	40	destruction	destruction	NOUN
bracis-33656	89	41	to	to	ADP
bracis-33656	89	42	the	the	DET
bracis-33656	89	43	form	form	NOUN
bracis-33656	89	44	of	of	ADP
bracis-33656	89	45	human	human	ADJ
bracis-33656	89	46	occupation	occupation	NOUN
bracis-33656	89	47	in	in	ADP
bracis-33656	89	48	the	the	DET
bracis-33656	89	49	path	path	NOUN
bracis-33656	89	50	of	of	ADP
bracis-33656	89	51	their	their	PRON
bracis-33656	89	52	flow	flow	NOUN
bracis-33656	89	53	.	.	PUNCT
bracis-33656	90	1	because	because	SCONJ
bracis-33656	90	2	of	of	ADP
bracis-33656	90	3	this	this	PRON
bracis-33656	90	4	,	,	PUNCT
bracis-33656	90	5	it	it	PRON
bracis-33656	90	6	can	can	AUX
bracis-33656	90	7	directly	directly	ADV
bracis-33656	90	8	affect	affect	VERB
bracis-33656	90	9	the	the	DET
bracis-33656	90	10	share	share	NOUN
bracis-33656	90	11	of	of	ADP
bracis-33656	90	12	agriculture	agriculture	NOUN
bracis-33656	90	13	in	in	ADP
bracis-33656	90	14	the	the	DET
bracis-33656	90	15	municipal	municipal	ADJ
bracis-33656	90	16	/	/	SYM
bracis-33656	90	17	state	state	NOUN
bracis-33656	90	18	contribution	contribution	NOUN
bracis-33656	90	19	when	when	SCONJ
bracis-33656	90	20	this	this	DET
bracis-33656	90	21	productive	productive	ADJ
bracis-33656	90	22	activity	activity	NOUN
bracis-33656	90	23	is	be	AUX
bracis-33656	90	24	carried	carry	VERB
bracis-33656	90	25	out	out	ADP
bracis-33656	90	26	on	on	ADP
bracis-33656	90	27	this	this	DET
bracis-33656	90	28	type	type	NOUN
bracis-33656	90	29	of	of	ADP
bracis-33656	90	30	land	land	NOUN
bracis-33656	90	31	.	.	PUNCT
bracis-33656	91	1	this	this	DET
bracis-33656	91	2	explanation	explanation	NOUN
bracis-33656	91	3	shapes	shape	VERB
bracis-33656	91	4	both	both	CCONJ
bracis-33656	91	5	the	the	DET
bracis-33656	91	6	low	low	ADJ
bracis-33656	91	7	values	value	NOUN
bracis-33656	91	8	of	of	ADP
bracis-33656	91	9	the	the	DET
bracis-33656	91	10	agriculture	agriculture	NOUN
bracis-33656	91	11	share	share	NOUN
bracis-33656	91	12	(	(	PUNCT
bracis-33656	91	13	3rd	3rd	NOUN
bracis-33656	91	14	,	,	PUNCT
bracis-33656	91	15	fig	fig	NOUN
bracis-33656	91	16	.	.	PUNCT
bracis-33656	91	17	 	 	SPACE
bracis-33656	91	18	2a	2a	NUM
bracis-33656	91	19	)	)	PUNCT
bracis-33656	91	20	and	and	CCONJ
bracis-33656	91	21	the	the	DET
bracis-33656	91	22	high	high	ADJ
bracis-33656	91	23	values	value	NOUN
bracis-33656	91	24	of	of	ADP
bracis-33656	91	25	the	the	DET
bracis-33656	91	26	industry	industry	NOUN
bracis-33656	91	27	share	share	NOUN
bracis-33656	91	28	(	(	PUNCT
bracis-33656	91	29	1st	1st	ADJ
bracis-33656	91	30	,	,	PUNCT
bracis-33656	91	31	fig	fig	NOUN
bracis-33656	91	32	.	.	PUNCT
bracis-33656	91	33	 	 	SPACE
bracis-33656	91	34	2b	2b	NOUN
bracis-33656	91	35	)	)	PUNCT
bracis-33656	91	36	.	.	PUNCT
bracis-33656	92	1	the	the	DET
bracis-33656	92	2	importance	importance	NOUN
bracis-33656	92	3	of	of	ADP
bracis-33656	92	4	monetary	monetary	ADJ
bracis-33656	92	5	value	value	NOUN
bracis-33656	92	6	in	in	ADP
bracis-33656	92	7	high	high	ADJ
bracis-33656	92	8	administration	administration	NOUN
bracis-33656	92	9	,	,	PUNCT
bracis-33656	92	10	observed	observe	VERB
bracis-33656	92	11	more	more	ADV
bracis-33656	92	12	markedly	markedly	ADV
bracis-33656	92	13	in	in	ADP
bracis-33656	92	14	the	the	DET
bracis-33656	92	15	second	second	ADJ
bracis-33656	92	16	period	period	NOUN
bracis-33656	92	17	,	,	PUNCT
bracis-33656	92	18	may	may	AUX
bracis-33656	92	19	be	be	AUX
bracis-33656	92	20	due	due	ADJ
bracis-33656	92	21	to	to	ADP
bracis-33656	92	22	the	the	DET
bracis-33656	92	23	significant	significant	ADJ
bracis-33656	92	24	volumes	volume	NOUN
bracis-33656	92	25	of	of	ADP
bracis-33656	92	26	extraordinary	extraordinary	ADJ
bracis-33656	92	27	monetary	monetary	ADJ
bracis-33656	92	28	resources	resource	NOUN
bracis-33656	92	29	accessed	access	VERB
bracis-33656	92	30	by	by	ADP
bracis-33656	92	31	the	the	DET
bracis-33656	92	32	municipal	municipal	ADJ
bracis-33656	92	33	executive	executive	ADJ
bracis-33656	92	34	power	power	NOUN
bracis-33656	92	35	after	after	ADP
bracis-33656	92	36	the	the	DET
bracis-33656	92	37	emergency	emergency	NOUN
bracis-33656	92	38	decree	decree	NOUN
bracis-33656	92	39	when	when	SCONJ
bracis-33656	92	40	this	this	DET
bracis-33656	92	41	event	event	NOUN
bracis-33656	92	42	reaches	reach	VERB
bracis-33656	92	43	the	the	DET
bracis-33656	92	44	fullness	fullness	NOUN
bracis-33656	92	45	of	of	ADP
bracis-33656	92	46	its	its	PRON
bracis-33656	92	47	local	local	ADJ
bracis-33656	92	48	destructive	destructive	ADJ
bracis-33656	92	49	manifestation	manifestation	NOUN
bracis-33656	92	50	.	.	PUNCT
bracis-33656	93	1	this	this	PRON
bracis-33656	93	2	is	be	AUX
bracis-33656	93	3	because	because	SCONJ
bracis-33656	93	4	the	the	DET
bracis-33656	93	5	damage	damage	NOUN
bracis-33656	93	6	caused	cause	VERB
bracis-33656	93	7	,	,	PUNCT
bracis-33656	93	8	especially	especially	ADV
bracis-33656	93	9	on	on	ADP
bracis-33656	93	10	trafficable	trafficable	ADJ
bracis-33656	93	11	roads	road	NOUN
bracis-33656	93	12	and	and	CCONJ
bracis-33656	93	13	in	in	ADP
bracis-33656	93	14	inhabited	inhabited	ADJ
bracis-33656	93	15	areas	area	NOUN
bracis-33656	93	16	,	,	PUNCT
bracis-33656	93	17	requires	require	VERB
bracis-33656	93	18	expeditious	expeditious	ADJ
bracis-33656	93	19	and	and	CCONJ
bracis-33656	93	20	exceptional	exceptional	ADJ
bracis-33656	93	21	technical	technical	ADJ
bracis-33656	93	22	intervention	intervention	NOUN
bracis-33656	93	23	–	–	PUNCT
bracis-33656	93	24	carried	carry	VERB
bracis-33656	93	25	out	out	ADP
bracis-33656	93	26	by	by	ADP
bracis-33656	93	27	human	human	ADJ
bracis-33656	93	28	staff	staff	NOUN
bracis-33656	93	29	and	and	CCONJ
bracis-33656	93	30	current	current	ADJ
bracis-33656	93	31	public	public	ADJ
bracis-33656	93	32	equipment	equipment	NOUN
bracis-33656	93	33	,	,	PUNCT
bracis-33656	93	34	however	however	ADV
bracis-33656	93	35	,	,	PUNCT
bracis-33656	93	36	combined	combine	VERB
bracis-33656	93	37	with	with	ADP
bracis-33656	93	38	that	that	PRON
bracis-33656	93	39	of	of	ADP
bracis-33656	93	40	private	private	ADJ
bracis-33656	93	41	companies	company	NOUN
bracis-33656	93	42	hired	hire	VERB
bracis-33656	93	43	on	on	ADP
bracis-33656	93	44	an	an	DET
bracis-33656	93	45	emergency	emergency	NOUN
bracis-33656	93	46	basis	basis	NOUN
bracis-33656	93	47	–	–	PUNCT
bracis-33656	93	48	to	to	PART
bracis-33656	93	49	unblock	unblock	VERB
bracis-33656	93	50	and	and	CCONJ
bracis-33656	93	51	repair	repair	VERB
bracis-33656	93	52	the	the	DET
bracis-33656	93	53	roads	road	NOUN
bracis-33656	93	54	.	.	PUNCT
bracis-33656	94	1	reached	reach	VERB
bracis-33656	94	2	as	as	ADV
bracis-33656	94	3	well	well	ADV
bracis-33656	94	4	as	as	ADP
bracis-33656	94	5	containing	contain	VERB
bracis-33656	94	6	unstable	unstable	ADJ
bracis-33656	94	7	slopes	slope	NOUN
bracis-33656	94	8	.	.	PUNCT
bracis-33656	95	1	it	it	PRON
bracis-33656	95	2	is	be	AUX
bracis-33656	95	3	surprising	surprising	ADJ
bracis-33656	95	4	,	,	PUNCT
bracis-33656	95	5	however	however	ADV
bracis-33656	95	6	,	,	PUNCT
bracis-33656	95	7	that	that	SCONJ
bracis-33656	95	8	in	in	ADP
bracis-33656	95	9	the	the	DET
bracis-33656	95	10	second	second	ADJ
bracis-33656	95	11	period	period	NOUN
bracis-33656	95	12	(	(	PUNCT
bracis-33656	95	13	2012	2012	NUM
bracis-33656	95	14	-	-	SYM
bracis-33656	95	15	2020	2020	NUM
bracis-33656	95	16	)	)	PUNCT
bracis-33656	95	17	hdi	hdi	NOUN
bracis-33656	95	18	income	income	NOUN
bracis-33656	95	19	and	and	CCONJ
bracis-33656	95	20	longevity	longevity	NOUN
bracis-33656	95	21	,	,	PUNCT
bracis-33656	95	22	both	both	CCONJ
bracis-33656	95	23	at	at	ADP
bracis-33656	95	24	high	high	ADJ
bracis-33656	95	25	values	value	NOUN
bracis-33656	95	26	,	,	PUNCT
bracis-33656	95	27	emerge	emerge	VERB
bracis-33656	95	28	and	and	CCONJ
bracis-33656	95	29	become	become	VERB
bracis-33656	95	30	significant	significant	ADJ
bracis-33656	95	31	in	in	ADP
bracis-33656	95	32	the	the	DET
bracis-33656	95	33	model	model	NOUN
bracis-33656	95	34	.	.	PUNCT
bracis-33656	96	1	this	this	PRON
bracis-33656	96	2	may	may	AUX
bracis-33656	96	3	indicate	indicate	VERB
bracis-33656	96	4	that	that	SCONJ
bracis-33656	96	5	the	the	DET
bracis-33656	96	6	topographic	topographic	ADJ
bracis-33656	96	7	and	and	CCONJ
bracis-33656	96	8	geomorphological	geomorphological	ADJ
bracis-33656	96	9	characteristics	characteristic	NOUN
bracis-33656	96	10	of	of	ADP
bracis-33656	96	11	certain	certain	ADJ
bracis-33656	96	12	municipalities	municipality	NOUN
bracis-33656	96	13	belonging	belong	VERB
bracis-33656	96	14	to	to	ADP
bracis-33656	96	15	wealthy	wealthy	ADJ
bracis-33656	96	16	regions	region	NOUN
bracis-33656	96	17	make	make	VERB
bracis-33656	96	18	the	the	DET
bracis-33656	96	19	location	location	NOUN
bracis-33656	96	20	more	more	ADV
bracis-33656	96	21	susceptible	susceptible	ADJ
bracis-33656	96	22	to	to	ADP
bracis-33656	96	23	this	this	DET
bracis-33656	96	24	event	event	NOUN
bracis-33656	96	25	;	;	PUNCT
bracis-33656	96	26	however	however	ADV
bracis-33656	96	27	,	,	PUNCT
bracis-33656	96	28	even	even	ADV
bracis-33656	96	29	though	though	SCONJ
bracis-33656	96	30	the	the	DET
bracis-33656	96	31	regional	regional	ADJ
bracis-33656	96	32	socioeconomic	socioeconomic	ADJ
bracis-33656	96	33	characteristics	characteristic	NOUN
bracis-33656	96	34	,	,	PUNCT
bracis-33656	96	35	of	of	ADP
bracis-33656	96	36	a	a	DET
bracis-33656	96	37	more	more	ADV
bracis-33656	96	38	general	general	ADJ
bracis-33656	96	39	nature	nature	NOUN
bracis-33656	96	40	,	,	PUNCT
bracis-33656	96	41	are	be	AUX
bracis-33656	96	42	prosperous	prosperous	ADJ
bracis-33656	96	43	,	,	PUNCT
bracis-33656	96	44	the	the	DET
bracis-33656	96	45	most	most	ADV
bracis-33656	96	46	susceptible	susceptible	ADJ
bracis-33656	96	47	terrain	terrain	NOUN
bracis-33656	96	48	in	in	ADP
bracis-33656	96	49	the	the	DET
bracis-33656	96	50	affected	affect	VERB
bracis-33656	96	51	locations	location	NOUN
bracis-33656	96	52	may	may	AUX
bracis-33656	96	53	be	be	AUX
bracis-33656	96	54	those	those	PRON
bracis-33656	96	55	in	in	ADP
bracis-33656	96	56	the	the	DET
bracis-33656	96	57	territories	territory	NOUN
bracis-33656	96	58	of	of	ADP
bracis-33656	96	59	the	the	DET
bracis-33656	96	60	most	most	ADV
bracis-33656	96	61	socioeconomically	socioeconomically	ADV
bracis-33656	96	62	disaffiliated	disaffiliate	VERB
bracis-33656	96	63	communities	community	NOUN
bracis-33656	96	64	,	,	PUNCT
bracis-33656	96	65	that	that	ADV
bracis-33656	96	66	is	be	AUX
bracis-33656	96	67	,	,	PUNCT
bracis-33656	96	68	prosperous	prosperous	ADJ
bracis-33656	96	69	regions	region	NOUN
bracis-33656	96	70	with	with	ADP
bracis-33656	96	71	severe	severe	ADJ
bracis-33656	96	72	asymmetries	asymmetry	NOUN
bracis-33656	96	73	in	in	ADP
bracis-33656	96	74	terms	term	NOUN
bracis-33656	96	75	of	of	ADP
bracis-33656	96	76	socio	socio	NOUN
bracis-33656	96	77	-	-	PUNCT
bracis-33656	96	78	spatial	spatial	ADJ
bracis-33656	96	79	susceptibility	susceptibility	NOUN
bracis-33656	96	80	.	.	PUNCT
bracis-33656	97	1	storms	storm	NOUN
bracis-33656	97	2	and	and	CCONJ
bracis-33656	97	3	floods	flood	NOUN
bracis-33656	97	4	.	.	PUNCT
bracis-33656	98	1	these	these	DET
bracis-33656	98	2	events	event	NOUN
bracis-33656	98	3	,	,	PUNCT
bracis-33656	98	4	characterized	characterize	VERB
bracis-33656	98	5	by	by	ADP
bracis-33656	98	6	climatological	climatological	ADJ
bracis-33656	98	7	/	/	SYM
bracis-33656	98	8	atmospheric	atmospheric	ADJ
bracis-33656	98	9	and	and	CCONJ
bracis-33656	98	10	hydrological	hydrological	ADJ
bracis-33656	98	11	origins	origin	NOUN
bracis-33656	98	12	,	,	PUNCT
bracis-33656	98	13	are	be	AUX
bracis-33656	98	14	important	important	ADJ
bracis-33656	98	15	in	in	ADP
bracis-33656	98	16	both	both	DET
bracis-33656	98	17	periods	period	NOUN
bracis-33656	98	18	(	(	PUNCT
bracis-33656	98	19	2003	2003	NUM
bracis-33656	98	20	-	-	SYM
bracis-33656	98	21	2011	2011	NUM
bracis-33656	98	22	and	and	CCONJ
bracis-33656	98	23	2012	2012	NUM
bracis-33656	98	24	-	-	SYM
bracis-33656	98	25	2020	2020	NUM
bracis-33656	98	26	)	)	PUNCT
bracis-33656	98	27	,	,	PUNCT
bracis-33656	98	28	although	although	SCONJ
bracis-33656	98	29	they	they	PRON
bracis-33656	98	30	occur	occur	VERB
bracis-33656	98	31	at	at	ADP
bracis-33656	98	32	different	different	ADJ
bracis-33656	98	33	times	time	NOUN
bracis-33656	98	34	in	in	ADP
bracis-33656	98	35	the	the	DET
bracis-33656	98	36	five	five	NUM
bracis-33656	98	37	brazilian	brazilian	ADJ
bracis-33656	98	38	macro	macro	NOUN
bracis-33656	98	39	-	-	NOUN
bracis-33656	98	40	regions	region	NOUN
bracis-33656	98	41	.	.	PUNCT
bracis-33656	99	1	since	since	SCONJ
bracis-33656	99	2	this	this	DET
bracis-33656	99	3	class	class	NOUN
bracis-33656	99	4	of	of	ADP
bracis-33656	99	5	events	event	NOUN
bracis-33656	99	6	has	have	VERB
bracis-33656	99	7	relative	relative	ADJ
bracis-33656	99	8	predictability	predictability	NOUN
bracis-33656	99	9	regarding	regard	VERB
bracis-33656	99	10	the	the	DET
bracis-33656	99	11	period	period	NOUN
bracis-33656	99	12	of	of	ADP
bracis-33656	99	13	the	the	DET
bracis-33656	99	14	year	year	NOUN
bracis-33656	99	15	the	the	DET
bracis-33656	99	16	months	month	NOUN
bracis-33656	99	17	in	in	ADP
bracis-33656	99	18	which	which	PRON
bracis-33656	99	19	it	it	PRON
bracis-33656	99	20	will	will	AUX
bracis-33656	99	21	occur	occur	VERB
bracis-33656	99	22	,	,	PUNCT
bracis-33656	99	23	if	if	SCONJ
bracis-33656	99	24	the	the	DET
bracis-33656	99	25	federative	federative	ADJ
bracis-33656	99	26	unit	unit	NOUN
bracis-33656	99	27	(	(	PUNCT
bracis-33656	99	28	uf	uf	NOUN
bracis-33656	99	29	)	)	PUNCT
bracis-33656	99	30	and	and	CCONJ
bracis-33656	99	31	the	the	DET
bracis-33656	99	32	municipalities	municipality	NOUN
bracis-33656	99	33	are	be	AUX
bracis-33656	99	34	(	(	PUNCT
bracis-33656	99	35	or	or	CCONJ
bracis-33656	99	36	remain	remain	VERB
bracis-33656	99	37	)	)	PUNCT
bracis-33656	99	38	unprepared	unprepared	ADJ
bracis-33656	99	39	to	to	ADP
bracis-33656	99	40	dealing	deal	VERB
bracis-33656	99	41	with	with	ADP
bracis-33656	99	42	this	this	DET
bracis-33656	99	43	type	type	NOUN
bracis-33656	99	44	of	of	ADP
bracis-33656	99	45	events	event	NOUN
bracis-33656	99	46	,	,	PUNCT
bracis-33656	99	47	disaster	disaster	NOUN
bracis-33656	99	48	become	become	VERB
bracis-33656	99	49	inevitable	inevitable	ADJ
bracis-33656	99	50	.	.	PUNCT
bracis-33656	100	1	the	the	DET
bracis-33656	100	2	regularity	regularity	NOUN
bracis-33656	100	3	of	of	ADP
bracis-33656	100	4	manifestation	manifestation	NOUN
bracis-33656	100	5	of	of	ADP
bracis-33656	100	6	these	these	DET
bracis-33656	100	7	threats	threat	NOUN
bracis-33656	100	8	throughout	throughout	ADP
bracis-33656	100	9	the	the	DET
bracis-33656	100	10	year	year	NOUN
bracis-33656	100	11	is	be	AUX
bracis-33656	100	12	what	what	PRON
bracis-33656	100	13	would	would	AUX
bracis-33656	100	14	allow	allow	VERB
bracis-33656	100	15	the	the	DET
bracis-33656	100	16	local	local	ADJ
bracis-33656	100	17	public	public	ADJ
bracis-33656	100	18	administration	administration	NOUN
bracis-33656	100	19	to	to	PART
bracis-33656	100	20	achieve	achieve	VERB
bracis-33656	100	21	the	the	DET
bracis-33656	100	22	sdgs	sdgs	ADJ
bracis-33656	100	23	11	11	NUM
bracis-33656	100	24	(	(	PUNCT
bracis-33656	100	25	particularly	particularly	ADV
bracis-33656	100	26	,	,	PUNCT
bracis-33656	100	27	referring	refer	VERB
bracis-33656	100	28	to	to	ADP
bracis-33656	100	29	sub	sub	NOUN
bracis-33656	100	30	-	-	NOUN
bracis-33656	100	31	goals	goal	NOUN
bracis-33656	100	32	11.5	11.5	NUM
bracis-33656	100	33	and	and	CCONJ
bracis-33656	100	34	11.7.b	11.7.b	NUM
bracis-33656	100	35	)	)	PUNCT
bracis-33656	100	36	and	and	CCONJ
bracis-33656	100	37	13	13	NUM
bracis-33656	100	38	(	(	PUNCT
bracis-33656	100	39	sub	sub	NOUN
bracis-33656	100	40	-	-	ADJ
bracis-33656	100	41	goal	goal	ADJ
bracis-33656	100	42	13.1	13.1	NUM
bracis-33656	100	43	)	)	PUNCT
bracis-33656	100	44	,	,	PUNCT
bracis-33656	100	45	if	if	SCONJ
bracis-33656	100	46	it	it	PRON
bracis-33656	100	47	acted	act	VERB
bracis-33656	100	48	in	in	ADP
bracis-33656	100	49	non	non	ADJ
bracis-33656	100	50	-	-	ADJ
bracis-33656	100	51	seasonal	seasonal	ADJ
bracis-33656	100	52	periods	period	NOUN
bracis-33656	100	53	.	.	PUNCT
bracis-33656	101	1	rainy	rainy	ADJ
bracis-33656	101	2	seasons	season	NOUN
bracis-33656	101	3	for	for	ADP
bracis-33656	101	4	planning	planning	NOUN
bracis-33656	101	5	and	and	CCONJ
bracis-33656	101	6	executing	execute	VERB
bracis-33656	101	7	preventive	preventive	ADJ
bracis-33656	101	8	and	and	CCONJ
bracis-33656	101	9	preparatory	preparatory	ADJ
bracis-33656	101	10	measures	measure	NOUN
bracis-33656	101	11	to	to	PART
bracis-33656	101	12	face	face	VERB
bracis-33656	101	13	them	they	PRON
bracis-33656	101	14	in	in	ADP
bracis-33656	101	15	the	the	DET
bracis-33656	101	16	next	next	ADJ
bracis-33656	101	17	time	time	NOUN
bracis-33656	101	18	and	and	CCONJ
bracis-33656	101	19	avoid	avoid	VERB
bracis-33656	101	20	a	a	DET
bracis-33656	101	21	new	new	ADJ
bracis-33656	101	22	disaster	disaster	NOUN
bracis-33656	101	23	.	.	PUNCT
bracis-33656	102	1	the	the	DET
bracis-33656	102	2	low	low	ADJ
bracis-33656	102	3	and	and	CCONJ
bracis-33656	102	4	medium	medium	ADJ
bracis-33656	102	5	number	number	NOUN
bracis-33656	102	6	of	of	ADP
bracis-33656	102	7	vulnerable	vulnerable	ADJ
bracis-33656	102	8	people	people	NOUN
bracis-33656	102	9	dependent	dependent	ADJ
bracis-33656	102	10	on	on	ADP
bracis-33656	102	11	the	the	DET
bracis-33656	102	12	elderly	elderly	ADJ
bracis-33656	102	13	(	(	PUNCT
bracis-33656	102	14	1st	1st	ADJ
bracis-33656	102	15	and	and	CCONJ
bracis-33656	102	16	6th	6th	ADJ
bracis-33656	102	17	,	,	PUNCT
bracis-33656	102	18	fig	fig	NOUN
bracis-33656	102	19	.	.	PUNCT
bracis-33656	102	20	 	 	SPACE
bracis-33656	102	21	3	3	X
bracis-33656	102	22	)	)	PUNCT
bracis-33656	102	23	denotes	denote	NOUN
bracis-33656	102	24	that	that	SCONJ
bracis-33656	102	25	the	the	DET
bracis-33656	102	26	locations	location	NOUN
bracis-33656	102	27	currently	currently	ADV
bracis-33656	102	28	susceptible	susceptible	ADJ
bracis-33656	102	29	to	to	ADP
bracis-33656	102	30	disasters	disaster	NOUN
bracis-33656	102	31	associated	associate	VERB
bracis-33656	102	32	with	with	ADP
bracis-33656	102	33	this	this	DET
bracis-33656	102	34	class	class	NOUN
bracis-33656	102	35	of	of	ADP
bracis-33656	102	36	events	event	NOUN
bracis-33656	102	37	are	be	AUX
bracis-33656	102	38	socioeconomically	socioeconomically	ADV
bracis-33656	102	39	prosperous	prosperous	ADJ
bracis-33656	102	40	;	;	PUNCT
bracis-33656	102	41	therefore	therefore	ADV
bracis-33656	102	42	,	,	PUNCT
bracis-33656	102	43	the	the	DET
bracis-33656	102	44	chances	chance	NOUN
bracis-33656	102	45	are	be	AUX
bracis-33656	102	46	greater	great	ADJ
bracis-33656	102	47	that	that	SCONJ
bracis-33656	102	48	the	the	DET
bracis-33656	102	49	local	local	ADJ
bracis-33656	102	50	administration	administration	NOUN
bracis-33656	102	51	will	will	AUX
bracis-33656	102	52	have	have	VERB
bracis-33656	102	53	its	its	PRON
bracis-33656	102	54	own	own	ADJ
bracis-33656	102	55	human	human	NOUN
bracis-33656	102	56	,	,	PUNCT
bracis-33656	102	57	technological	technological	ADJ
bracis-33656	102	58	and	and	CCONJ
bracis-33656	102	59	financial	financial	ADJ
bracis-33656	102	60	resources	resource	NOUN
bracis-33656	102	61	to	to	PART
bracis-33656	102	62	adopt	adopt	VERB
bracis-33656	102	63	an	an	DET
bracis-33656	102	64	agenda	agenda	NOUN
bracis-33656	102	65	in	in	ADP
bracis-33656	102	66	accordance	accordance	NOUN
bracis-33656	102	67	with	with	ADP
bracis-33656	102	68	the	the	DET
bracis-33656	102	69	sub	sub	NOUN
bracis-33656	102	70	-	-	NOUN
bracis-33656	102	71	objectives	objective	NOUN
bracis-33656	102	72	of	of	ADP
bracis-33656	102	73	sustainable	sustainable	ADJ
bracis-33656	102	74	development	development	NOUN
bracis-33656	102	75	mentioned	mention	VERB
bracis-33656	102	76	above	above	ADV
bracis-33656	102	77	.	.	PUNCT
bracis-33656	103	1	fig	fig	NOUN
bracis-33656	103	2	.	.	PUNCT
bracis-33656	104	1	3	3	X
bracis-33656	104	2	.	.	X
bracis-33656	104	3	most	most	ADV
bracis-33656	104	4	important	important	ADJ
bracis-33656	104	5	variables	variable	NOUN
bracis-33656	104	6	for	for	ADP
bracis-33656	104	7	class	class	NOUN
bracis-33656	104	8	storms	storm	NOUN
bracis-33656	104	9	and	and	CCONJ
bracis-33656	104	10	floods	flood	NOUN
bracis-33656	104	11	(	(	PUNCT
bracis-33656	104	12	1.2.1.0.0	1.2.1.0.0	ADJ
bracis-33656	104	13	)	)	PUNCT
bracis-33656	104	14	,	,	PUNCT
bracis-33656	104	15	2003	2003	NUM
bracis-33656	104	16	-	-	SYM
bracis-33656	104	17	2020	2020	NUM
bracis-33656	104	18	.	.	PUNCT
bracis-33656	105	1	full	full	ADJ
bracis-33656	105	2	size	size	NOUN
bracis-33656	105	3	image	image	NOUN
bracis-33656	105	4	dry	dry	ADJ
bracis-33656	105	5	season	season	NOUN
bracis-33656	105	6	.	.	PUNCT
bracis-33656	106	1	medium	medium	ADJ
bracis-33656	106	2	and	and	CCONJ
bracis-33656	106	3	high	high	ADJ
bracis-33656	106	4	values	value	NOUN
bracis-33656	106	5	for	for	ADP
bracis-33656	106	6	single	single	ADJ
bracis-33656	106	7	mother	mother	NOUN
bracis-33656	106	8	heading	head	VERB
bracis-33656	106	9	households	household	NOUN
bracis-33656	106	10	and	and	CCONJ
bracis-33656	106	11	high	high	ADJ
bracis-33656	106	12	percentage	percentage	NOUN
bracis-33656	106	13	of	of	ADP
bracis-33656	106	14	vulnerable	vulnerable	ADJ
bracis-33656	106	15	people	people	NOUN
bracis-33656	106	16	dependent	dependent	ADJ
bracis-33656	106	17	on	on	ADP
bracis-33656	106	18	the	the	DET
bracis-33656	106	19	elderly	elderly	ADJ
bracis-33656	106	20	(	(	PUNCT
bracis-33656	106	21	1st	1st	ADJ
bracis-33656	106	22	and	and	CCONJ
bracis-33656	106	23	4th	4th	ADJ
bracis-33656	106	24	,	,	PUNCT
bracis-33656	106	25	fig	fig	NOUN
bracis-33656	106	26	.	.	PUNCT
bracis-33656	106	27	 	 	SPACE
bracis-33656	106	28	4	4	X
bracis-33656	106	29	)	)	PUNCT
bracis-33656	106	30	indicate	indicate	VERB
bracis-33656	106	31	that	that	SCONJ
bracis-33656	106	32	the	the	DET
bracis-33656	106	33	predominant	predominant	ADJ
bracis-33656	106	34	social	social	ADJ
bracis-33656	106	35	and	and	CCONJ
bracis-33656	106	36	economic	economic	ADJ
bracis-33656	106	37	characteristics	characteristic	NOUN
bracis-33656	106	38	associated	associate	VERB
bracis-33656	106	39	with	with	ADP
bracis-33656	106	40	the	the	DET
bracis-33656	106	41	dry	dry	ADJ
bracis-33656	106	42	season	season	NOUN
bracis-33656	106	43	are	be	AUX
bracis-33656	106	44	structural	structural	ADJ
bracis-33656	106	45	poverty	poverty	NOUN
bracis-33656	106	46	.	.	PUNCT
bracis-33656	107	1	this	this	PRON
bracis-33656	107	2	is	be	AUX
bracis-33656	107	3	confirmed	confirm	VERB
bracis-33656	107	4	by	by	ADP
bracis-33656	107	5	the	the	DET
bracis-33656	107	6	importance	importance	NOUN
bracis-33656	107	7	,	,	PUNCT
bracis-33656	107	8	also	also	ADV
bracis-33656	107	9	demonstrated	demonstrate	VERB
bracis-33656	107	10	in	in	ADP
bracis-33656	107	11	the	the	DET
bracis-33656	107	12	model	model	NOUN
bracis-33656	107	13	,	,	PUNCT
bracis-33656	107	14	of	of	ADP
bracis-33656	107	15	the	the	DET
bracis-33656	107	16	low	low	ADJ
bracis-33656	107	17	values	value	NOUN
bracis-33656	107	18	in	in	ADP
bracis-33656	107	19	both	both	DET
bracis-33656	107	20	variables	variable	NOUN
bracis-33656	107	21	,	,	PUNCT
bracis-33656	107	22	added	add	VERB
bracis-33656	107	23	value	value	NOUN
bracis-33656	107	24	of	of	ADP
bracis-33656	107	25	agriculture	agriculture	NOUN
bracis-33656	107	26	and	and	CCONJ
bracis-33656	107	27	added	add	VERB
bracis-33656	107	28	value	value	NOUN
bracis-33656	107	29	of	of	ADP
bracis-33656	107	30	industry	industry	NOUN
bracis-33656	107	31	(	(	PUNCT
bracis-33656	107	32	(	(	PUNCT
bracis-33656	107	33	3rd	3rd	ADJ
bracis-33656	107	34	and	and	CCONJ
bracis-33656	107	35	5th	5th	ADJ
bracis-33656	107	36	,	,	PUNCT
bracis-33656	107	37	fig	fig	NOUN
bracis-33656	107	38	.	.	PUNCT
bracis-33656	107	39	 	 	SPACE
bracis-33656	107	40	4	4	NUM
bracis-33656	107	41	)	)	PUNCT
bracis-33656	107	42	.	.	PUNCT
bracis-33656	108	1	thus	thus	ADV
bracis-33656	108	2	,	,	PUNCT
bracis-33656	108	3	it	it	PRON
bracis-33656	108	4	is	be	AUX
bracis-33656	108	5	clear	clear	ADJ
bracis-33656	108	6	how	how	SCONJ
bracis-33656	108	7	far	far	ADV
bracis-33656	108	8	the	the	DET
bracis-33656	108	9	localities	locality	NOUN
bracis-33656	108	10	experiencing	experience	VERB
bracis-33656	108	11	disasters	disaster	NOUN
bracis-33656	108	12	related	relate	VERB
bracis-33656	108	13	to	to	ADP
bracis-33656	108	14	this	this	DET
bracis-33656	108	15	class	class	NOUN
bracis-33656	108	16	of	of	ADP
bracis-33656	108	17	event	event	NOUN
bracis-33656	108	18	are	be	AUX
bracis-33656	108	19	from	from	ADP
bracis-33656	108	20	sdg	sdg	NOUN
bracis-33656	108	21	11	11	NUM
bracis-33656	108	22	(	(	PUNCT
bracis-33656	108	23	sub	sub	VERB
bracis-33656	108	24	goal	goal	NOUN
bracis-33656	108	25	11.5	11.5	NUM
bracis-33656	108	26	:	:	PUNCT
bracis-33656	108	27	protect	protect	VERB
bracis-33656	108	28	the	the	DET
bracis-33656	108	29	poor	poor	ADJ
bracis-33656	108	30	and	and	CCONJ
bracis-33656	108	31	people	people	NOUN
bracis-33656	108	32	in	in	ADP
bracis-33656	108	33	vulnerable	vulnerable	ADJ
bracis-33656	108	34	situations	situation	NOUN
bracis-33656	108	35	)	)	PUNCT
bracis-33656	108	36	.	.	PUNCT
bracis-33656	109	1	it	it	PRON
bracis-33656	109	2	is	be	AUX
bracis-33656	109	3	important	important	ADJ
bracis-33656	109	4	to	to	PART
bracis-33656	109	5	highlight	highlight	VERB
bracis-33656	109	6	the	the	DET
bracis-33656	109	7	unusual	unusual	ADJ
bracis-33656	109	8	aspect	aspect	NOUN
bracis-33656	109	9	of	of	ADP
bracis-33656	109	10	the	the	DET
bracis-33656	109	11	variable	variable	ADJ
bracis-33656	109	12	high	high	ADJ
bracis-33656	109	13	investment	investment	NOUN
bracis-33656	109	14	value	value	NOUN
bracis-33656	109	15	in	in	ADP
bracis-33656	109	16	basic	basic	ADJ
bracis-33656	109	17	education	education	NOUN
bracis-33656	109	18	(	(	PUNCT
bracis-33656	109	19	10th	10th	ADJ
bracis-33656	109	20	,	,	PUNCT
bracis-33656	109	21	fig	fig	NOUN
bracis-33656	109	22	.	.	PUNCT
bracis-33656	109	23	 	 	SPACE
bracis-33656	109	24	4	4	X
bracis-33656	109	25	)	)	PUNCT
bracis-33656	109	26	associated	associate	VERB
bracis-33656	109	27	with	with	ADP
bracis-33656	109	28	disasters	disaster	NOUN
bracis-33656	109	29	caused	cause	VERB
bracis-33656	109	30	by	by	ADP
bracis-33656	109	31	dry	dry	ADJ
bracis-33656	109	32	season	season	NOUN
bracis-33656	109	33	,	,	PUNCT
bracis-33656	109	34	in	in	ADP
bracis-33656	109	35	an	an	DET
bracis-33656	109	36	apparent	apparent	ADJ
bracis-33656	109	37	contradiction	contradiction	NOUN
bracis-33656	109	38	with	with	ADP
bracis-33656	109	39	the	the	DET
bracis-33656	109	40	above	above	ADJ
bracis-33656	109	41	interpretation	interpretation	NOUN
bracis-33656	109	42	.	.	PUNCT
bracis-33656	110	1	it	it	PRON
bracis-33656	110	2	turns	turn	VERB
bracis-33656	110	3	out	out	ADP
bracis-33656	110	4	that	that	SCONJ
bracis-33656	110	5	,	,	PUNCT
bracis-33656	110	6	in	in	ADP
bracis-33656	110	7	less	less	ADV
bracis-33656	110	8	economically	economically	ADV
bracis-33656	110	9	dynamic	dynamic	ADJ
bracis-33656	110	10	locations	location	NOUN
bracis-33656	110	11	,	,	PUNCT
bracis-33656	110	12	the	the	DET
bracis-33656	110	13	amounts	amount	NOUN
bracis-33656	110	14	transferred	transfer	VERB
bracis-33656	110	15	from	from	ADP
bracis-33656	110	16	the	the	DET
bracis-33656	110	17	federal	federal	ADJ
bracis-33656	110	18	level	level	NOUN
bracis-33656	110	19	to	to	ADP
bracis-33656	110	20	the	the	DET
bracis-33656	110	21	municipalities	municipality	NOUN
bracis-33656	110	22	as	as	ADV
bracis-33656	110	23	well	well	ADV
bracis-33656	110	24	as	as	ADP
bracis-33656	110	25	mandatory	mandatory	ADJ
bracis-33656	110	26	spending	spending	NOUN
bracis-33656	110	27	on	on	ADP
bracis-33656	110	28	education	education	NOUN
bracis-33656	110	29	(	(	PUNCT
bracis-33656	110	30	25	25	NUM
bracis-33656	110	31	%	%	NOUN
bracis-33656	110	32	of	of	ADP
bracis-33656	110	33	revenue	revenue	NOUN
bracis-33656	110	34	)	)	PUNCT
bracis-33656	110	35	stands	stand	VERB
bracis-33656	110	36	out	out	ADP
bracis-33656	110	37	in	in	ADP
bracis-33656	110	38	front	front	NOUN
bracis-33656	110	39	of	of	ADP
bracis-33656	110	40	the	the	DET
bracis-33656	110	41	dispersion	dispersion	NOUN
bracis-33656	110	42	of	of	ADP
bracis-33656	110	43	other	other	ADJ
bracis-33656	110	44	expense	expense	NOUN
bracis-33656	110	45	items	item	NOUN
bracis-33656	110	46	with	with	ADP
bracis-33656	110	47	which	which	PRON
bracis-33656	110	48	the	the	DET
bracis-33656	110	49	local	local	ADJ
bracis-33656	110	50	public	public	ADJ
bracis-33656	110	51	administration	administration	NOUN
bracis-33656	110	52	must	must	AUX
bracis-33656	110	53	deal	deal	VERB
bracis-33656	110	54	with	with	ADP
bracis-33656	110	55	.	.	PUNCT
bracis-33656	111	1	thus	thus	ADV
bracis-33656	111	2	,	,	PUNCT
bracis-33656	111	3	the	the	DET
bracis-33656	111	4	importance	importance	NOUN
bracis-33656	111	5	of	of	ADP
bracis-33656	111	6	high	high	ADJ
bracis-33656	111	7	investments	investment	NOUN
bracis-33656	111	8	in	in	ADP
bracis-33656	111	9	education	education	NOUN
bracis-33656	111	10	in	in	ADP
bracis-33656	111	11	the	the	DET
bracis-33656	111	12	model	model	NOUN
bracis-33656	111	13	signals	signal	VERB
bracis-33656	111	14	a	a	DET
bracis-33656	111	15	convergent	convergent	NOUN
bracis-33656	111	16	direction	direction	NOUN
bracis-33656	111	17	with	with	ADP
bracis-33656	111	18	sdg	sdg	NOUN
bracis-33656	111	19	4	4	NUM
bracis-33656	111	20	,	,	PUNCT
bracis-33656	111	21	especially	especially	ADV
bracis-33656	111	22	with	with	ADP
bracis-33656	111	23	regard	regard	NOUN
bracis-33656	111	24	to	to	ADP
bracis-33656	111	25	sub	sub	NOUN
bracis-33656	111	26	-	-	NOUN
bracis-33656	111	27	goal	goal	ADJ
bracis-33656	111	28	4.1	4.1	NUM
bracis-33656	111	29	(	(	PUNCT
bracis-33656	111	30	ensure	ensure	VERB
bracis-33656	111	31	that	that	SCONJ
bracis-33656	111	32	all	all	DET
bracis-33656	111	33	girls	girl	NOUN
bracis-33656	111	34	and	and	CCONJ
bracis-33656	111	35	boys	boy	NOUN
bracis-33656	111	36	complete	complete	VERB
bracis-33656	111	37	primary	primary	ADJ
bracis-33656	111	38	and	and	CCONJ
bracis-33656	111	39	secondary	secondary	ADJ
bracis-33656	111	40	education	education	NOUN
bracis-33656	111	41	[	[	X
bracis-33656	111	42	..	..	PUNCT
bracis-33656	111	43	.	.	PUNCT
bracis-33656	111	44	]	]	PUNCT
bracis-33656	112	1	that	that	PRON
bracis-33656	112	2	leads	lead	VERB
bracis-33656	112	3	to	to	ADP
bracis-33656	112	4	relevant	relevant	ADJ
bracis-33656	112	5	and	and	CCONJ
bracis-33656	112	6	effective	effective	ADJ
bracis-33656	112	7	learning	learn	VERB
bracis-33656	112	8	outcomes	outcome	NOUN
bracis-33656	112	9	)	)	PUNCT
bracis-33656	112	10	.	.	PUNCT
bracis-33656	113	1	fig	fig	NOUN
bracis-33656	113	2	.	.	PUNCT
bracis-33656	114	1	4	4	X
bracis-33656	114	2	.	.	X
bracis-33656	114	3	most	most	ADV
bracis-33656	114	4	important	important	ADJ
bracis-33656	114	5	variables	variable	NOUN
bracis-33656	114	6	for	for	ADP
bracis-33656	114	7	class	class	NOUN
bracis-33656	114	8	dry	dry	ADJ
bracis-33656	114	9	season	season	NOUN
bracis-33656	114	10	(	(	PUNCT
bracis-33656	114	11	1.4.1.1.0	1.4.1.1.0	NUM
bracis-33656	114	12	)	)	PUNCT
bracis-33656	114	13	,	,	PUNCT
bracis-33656	114	14	2003	2003	NUM
bracis-33656	114	15	-	-	SYM
bracis-33656	114	16	2020	2020	NUM
bracis-33656	114	17	.	.	PUNCT
bracis-33656	115	1	full	full	ADJ
bracis-33656	115	2	size	size	NOUN
bracis-33656	115	3	image	image	NOUN
bracis-33656	115	4	drought	drought	NOUN
bracis-33656	115	5	.	.	PUNCT
bracis-33656	116	1	in	in	ADP
bracis-33656	116	2	period	period	NOUN
bracis-33656	116	3	1	1	NUM
bracis-33656	116	4	,	,	PUNCT
bracis-33656	116	5	the	the	DET
bracis-33656	116	6	triad	triad	NOUN
bracis-33656	116	7	of	of	ADP
bracis-33656	116	8	low	low	ADJ
bracis-33656	116	9	values	value	NOUN
bracis-33656	116	10	in	in	ADP
bracis-33656	116	11	percentage	percentage	NOUN
bracis-33656	116	12	of	of	ADP
bracis-33656	116	13	employment	employment	NOUN
bracis-33656	116	14	in	in	ADP
bracis-33656	116	15	the	the	DET
bracis-33656	116	16	manufacturing	manufacturing	NOUN
bracis-33656	116	17	industry	industry	NOUN
bracis-33656	116	18	,	,	PUNCT
bracis-33656	116	19	monetary	monetary	ADJ
bracis-33656	116	20	value	value	NOUN
bracis-33656	116	21	added	add	VERB
bracis-33656	116	22	to	to	ADP
bracis-33656	116	23	administrative	administrative	ADJ
bracis-33656	116	24	activities	activity	NOUN
bracis-33656	116	25	and	and	CCONJ
bracis-33656	116	26	percentage	percentage	NOUN
bracis-33656	116	27	of	of	ADP
bracis-33656	116	28	investments	investment	NOUN
bracis-33656	116	29	in	in	ADP
bracis-33656	116	30	basic	basic	ADJ
bracis-33656	116	31	education	education	NOUN
bracis-33656	116	32	(	(	PUNCT
bracis-33656	116	33	7th	7th	ADJ
bracis-33656	116	34	,	,	PUNCT
bracis-33656	116	35	4th	4th	ADJ
bracis-33656	116	36	and	and	CCONJ
bracis-33656	116	37	9th	9th	ADJ
bracis-33656	116	38	,	,	PUNCT
bracis-33656	116	39	fig	fig	NOUN
bracis-33656	116	40	.	.	PUNCT
bracis-33656	116	41	 	 	SPACE
bracis-33656	116	42	5a	5a	NUM
bracis-33656	116	43	)	)	PUNCT
bracis-33656	116	44	indicates	indicate	VERB
bracis-33656	116	45	that	that	SCONJ
bracis-33656	116	46	,	,	PUNCT
bracis-33656	116	47	to	to	ADP
bracis-33656	116	48	an	an	DET
bracis-33656	116	49	inoperative	inoperative	ADJ
bracis-33656	116	50	public	public	ADJ
bracis-33656	116	51	management	management	NOUN
bracis-33656	116	52	corresponds	correspond	VERB
bracis-33656	116	53	a	a	DET
bracis-33656	116	54	poorly	poorly	ADV
bracis-33656	116	55	dynamic	dynamic	ADJ
bracis-33656	116	56	economy	economy	NOUN
bracis-33656	116	57	and	and	CCONJ
bracis-33656	116	58	a	a	DET
bracis-33656	116	59	precarious	precarious	ADJ
bracis-33656	116	60	educational	educational	ADJ
bracis-33656	116	61	cultural	cultural	ADJ
bracis-33656	116	62	standard	standard	NOUN
bracis-33656	116	63	for	for	ADP
bracis-33656	116	64	the	the	DET
bracis-33656	116	65	child	child	NOUN
bracis-33656	116	66	population	population	NOUN
bracis-33656	116	67	.	.	PUNCT
bracis-33656	117	1	thus	thus	ADV
bracis-33656	117	2	,	,	PUNCT
bracis-33656	117	3	the	the	DET
bracis-33656	117	4	lack	lack	NOUN
bracis-33656	117	5	of	of	ADP
bracis-33656	117	6	commitment	commitment	NOUN
bracis-33656	117	7	to	to	ADP
bracis-33656	117	8	the	the	DET
bracis-33656	117	9	intellectual	intellectual	ADJ
bracis-33656	117	10	training	training	NOUN
bracis-33656	117	11	of	of	ADP
bracis-33656	117	12	the	the	DET
bracis-33656	117	13	new	new	ADJ
bracis-33656	117	14	generations	generation	NOUN
bracis-33656	117	15	compromises	compromise	VERB
bracis-33656	117	16	the	the	DET
bracis-33656	117	17	brightest	bright	ADJ
bracis-33656	117	18	perspectives	perspective	NOUN
bracis-33656	117	19	in	in	ADP
bracis-33656	117	20	their	their	PRON
bracis-33656	117	21	occupational	occupational	ADJ
bracis-33656	117	22	future	future	NOUN
bracis-33656	117	23	and	and	CCONJ
bracis-33656	117	24	both	both	PRON
bracis-33656	117	25	make	make	VERB
bracis-33656	117	26	it	it	PRON
bracis-33656	117	27	impossible	impossible	ADJ
bracis-33656	117	28	for	for	SCONJ
bracis-33656	117	29	these	these	DET
bracis-33656	117	30	sub	sub	NOUN
bracis-33656	117	31	-	-	NOUN
bracis-33656	117	32	citizens	citizen	NOUN
bracis-33656	117	33	to	to	PART
bracis-33656	117	34	exercise	exercise	VERB
bracis-33656	117	35	greater	great	ADJ
bracis-33656	117	36	social	social	ADJ
bracis-33656	117	37	control	control	NOUN
bracis-33656	117	38	over	over	ADP
bracis-33656	117	39	the	the	DET
bracis-33656	117	40	public	public	ADJ
bracis-33656	117	41	policies	policy	NOUN
bracis-33656	117	42	.	.	PUNCT
bracis-33656	118	1	this	this	DET
bracis-33656	118	2	context	context	NOUN
bracis-33656	118	3	connects	connect	VERB
bracis-33656	118	4	,	,	PUNCT
bracis-33656	118	5	in	in	ADP
bracis-33656	118	6	an	an	DET
bracis-33656	118	7	unfavorable	unfavorable	ADJ
bracis-33656	118	8	way	way	NOUN
bracis-33656	118	9	,	,	PUNCT
bracis-33656	118	10	sdg	sdg	NOUN
bracis-33656	118	11	1	1	NUM
bracis-33656	118	12	(	(	PUNCT
bracis-33656	118	13	eradication	eradication	NOUN
bracis-33656	118	14	of	of	ADP
bracis-33656	118	15	poverty	poverty	NOUN
bracis-33656	118	16	)	)	PUNCT
bracis-33656	118	17	,	,	PUNCT
bracis-33656	118	18	particularly	particularly	ADV
bracis-33656	118	19	subgoal	subgoal	PROPN
bracis-33656	118	20	1.5.b	1.5.b	NUM
bracis-33656	118	21	(	(	PUNCT
bracis-33656	118	22	support	support	NOUN
bracis-33656	118	23	accelerated	accelerate	VERB
bracis-33656	118	24	investments	investment	NOUN
bracis-33656	118	25	in	in	ADP
bracis-33656	118	26	actions	action	NOUN
bracis-33656	118	27	to	to	PART
bracis-33656	118	28	eradicate	eradicate	VERB
bracis-33656	118	29	poverty	poverty	NOUN
bracis-33656	118	30	)	)	PUNCT
bracis-33656	118	31	to	to	PART
bracis-33656	118	32	sdg	sdg	VERB
bracis-33656	118	33	8	8	NUM
bracis-33656	118	34	(	(	PUNCT
bracis-33656	118	35	decent	decent	ADJ
bracis-33656	118	36	work	work	NOUN
bracis-33656	118	37	and	and	CCONJ
bracis-33656	118	38	economic	economic	ADJ
bracis-33656	118	39	growth	growth	NOUN
bracis-33656	118	40	)	)	PUNCT
bracis-33656	118	41	,	,	PUNCT
bracis-33656	118	42	especially	especially	ADV
bracis-33656	118	43	subgoal	subgoal	PROPN
bracis-33656	118	44	8.3	8.3	NUM
bracis-33656	118	45	(	(	PUNCT
bracis-33656	118	46	promote	promote	VERB
bracis-33656	118	47	development	development	NOUN
bracis-33656	118	48	-	-	PUNCT
bracis-33656	118	49	oriented	orient	VERB
bracis-33656	118	50	policies	policy	NOUN
bracis-33656	118	51	that	that	PRON
bracis-33656	118	52	support	support	VERB
bracis-33656	118	53	productive	productive	ADJ
bracis-33656	118	54	activities	activity	NOUN
bracis-33656	118	55	,	,	PUNCT
bracis-33656	118	56	generation	generation	NOUN
bracis-33656	118	57	of	of	ADP
bracis-33656	118	58	decent	decent	ADJ
bracis-33656	118	59	employment	employment	NOUN
bracis-33656	118	60	,	,	PUNCT
bracis-33656	118	61	entrepreneurship	entrepreneurship	NOUN
bracis-33656	118	62	,	,	PUNCT
bracis-33656	118	63	creativity	creativity	NOUN
bracis-33656	118	64	and	and	CCONJ
bracis-33656	118	65	innovation	innovation	NOUN
bracis-33656	118	66	)	)	PUNCT
bracis-33656	118	67	.	.	PUNCT
bracis-33656	119	1	period	period	NOUN
bracis-33656	119	2	2	2	NUM
bracis-33656	119	3	reconfirms	reconfirm	VERB
bracis-33656	119	4	the	the	DET
bracis-33656	119	5	meanings	meaning	NOUN
bracis-33656	119	6	of	of	ADP
bracis-33656	119	7	this	this	DET
bracis-33656	119	8	same	same	ADJ
bracis-33656	119	9	triad	triad	NOUN
bracis-33656	119	10	,	,	PUNCT
bracis-33656	119	11	although	although	SCONJ
bracis-33656	119	12	it	it	PRON
bracis-33656	119	13	does	do	VERB
bracis-33656	119	14	so	so	ADV
bracis-33656	119	15	through	through	ADP
bracis-33656	119	16	the	the	DET
bracis-33656	119	17	variables	variable	NOUN
bracis-33656	119	18	low	low	ADJ
bracis-33656	119	19	value	value	NOUN
bracis-33656	119	20	added	add	VERB
bracis-33656	119	21	by	by	ADP
bracis-33656	119	22	agriculture	agriculture	NOUN
bracis-33656	119	23	and	and	CCONJ
bracis-33656	119	24	low	low	ADJ
bracis-33656	119	25	hdi	hdi	PROPN
bracis-33656	119	26	(	(	PUNCT
bracis-33656	119	27	5th	5th	ADJ
bracis-33656	119	28	,	,	PUNCT
bracis-33656	119	29	9th	9th	ADJ
bracis-33656	119	30	,	,	PUNCT
bracis-33656	119	31	fig	fig	NOUN
bracis-33656	119	32	.	.	PUNCT
bracis-33656	119	33	 	 	SPACE
bracis-33656	119	34	5b	5b	NUM
bracis-33656	119	35	)	)	PUNCT
bracis-33656	119	36	,	,	PUNCT
bracis-33656	119	37	which	which	PRON
bracis-33656	119	38	clash	clash	VERB
bracis-33656	119	39	with	with	ADP
bracis-33656	119	40	the	the	DET
bracis-33656	119	41	same	same	ADJ
bracis-33656	119	42	sub	sub	NOUN
bracis-33656	119	43	-	-	NOUN
bracis-33656	119	44	goals	goal	NOUN
bracis-33656	119	45	of	of	ADP
bracis-33656	119	46	the	the	DET
bracis-33656	119	47	sdgs	sdgs	NOUN
bracis-33656	119	48	mentioned	mention	VERB
bracis-33656	119	49	above	above	ADV
bracis-33656	119	50	(	(	PUNCT
bracis-33656	119	51	1.5.b	1.5.b	NUM
bracis-33656	119	52	and	and	CCONJ
bracis-33656	119	53	8.3	8.3	NUM
bracis-33656	119	54	)	)	PUNCT
bracis-33656	119	55	.	.	PUNCT
bracis-33656	120	1	the	the	DET
bracis-33656	120	2	low	low	ADJ
bracis-33656	120	3	hdi	hdi	PROPN
bracis-33656	120	4	,	,	PUNCT
bracis-33656	120	5	however	however	ADV
bracis-33656	120	6	,	,	PUNCT
bracis-33656	120	7	also	also	ADV
bracis-33656	120	8	points	point	VERB
bracis-33656	120	9	unfavorably	unfavorably	ADV
bracis-33656	120	10	to	to	ADP
bracis-33656	120	11	the	the	DET
bracis-33656	120	12	possibility	possibility	NOUN
bracis-33656	120	13	of	of	ADP
bracis-33656	120	14	achieving	achieve	VERB
bracis-33656	120	15	sdg	sdg	NOUN
bracis-33656	120	16	3	3	NUM
bracis-33656	120	17	(	(	PUNCT
bracis-33656	120	18	health	health	NOUN
bracis-33656	120	19	and	and	CCONJ
bracis-33656	120	20	well	well	ADV
bracis-33656	120	21	-	-	PUNCT
bracis-33656	120	22	being	being	NOUN
bracis-33656	120	23	)	)	PUNCT
bracis-33656	120	24	and	and	CCONJ
bracis-33656	120	25	sdg	sdg	NOUN
bracis-33656	120	26	4	4	NUM
bracis-33656	120	27	(	(	PUNCT
bracis-33656	120	28	quality	quality	NOUN
bracis-33656	120	29	education	education	NOUN
bracis-33656	120	30	)	)	PUNCT
bracis-33656	120	31	,	,	PUNCT
bracis-33656	120	32	distancing	distance	VERB
bracis-33656	120	33	localities	locality	NOUN
bracis-33656	120	34	in	in	ADP
bracis-33656	120	35	drought	drought	NOUN
bracis-33656	120	36	emergencies	emergency	NOUN
bracis-33656	120	37	from	from	ADP
bracis-33656	120	38	a	a	DET
bracis-33656	120	39	local	local	ADJ
bracis-33656	120	40	,	,	PUNCT
bracis-33656	120	41	state	state	NOUN
bracis-33656	120	42	and	and	CCONJ
bracis-33656	120	43	regional	regional	ADJ
bracis-33656	120	44	development	development	NOUN
bracis-33656	120	45	model	model	NOUN
bracis-33656	120	46	effectively	effectively	ADV
bracis-33656	120	47	sustainable	sustainable	ADJ
bracis-33656	120	48	.	.	PUNCT
bracis-33656	121	1	fig	fig	NOUN
bracis-33656	121	2	.	.	PUNCT
bracis-33656	122	1	5	5	X
bracis-33656	122	2	.	.	X
bracis-33656	122	3	most	most	ADV
bracis-33656	122	4	important	important	ADJ
bracis-33656	122	5	variables	variable	NOUN
bracis-33656	122	6	for	for	ADP
bracis-33656	122	7	class	class	NOUN
bracis-33656	122	8	drought	drought	NOUN
bracis-33656	122	9	(	(	PUNCT
bracis-33656	122	10	1.4.1.2.0	1.4.1.2.0	X
bracis-33656	122	11	)	)	PUNCT
bracis-33656	122	12	full	full	ADJ
bracis-33656	122	13	size	size	NOUN
bracis-33656	122	14	image	image	NOUN
bracis-33656	122	15	forest	forest	NOUN
bracis-33656	122	16	fires	fire	NOUN
bracis-33656	122	17	.	.	PUNCT
bracis-33656	123	1	forest	forest	NOUN
bracis-33656	123	2	fires	fire	NOUN
bracis-33656	123	3	are	be	AUX
bracis-33656	123	4	well	well	ADV
bracis-33656	123	5	demarcated	demarcate	VERB
bracis-33656	123	6	in	in	ADP
bracis-33656	123	7	the	the	DET
bracis-33656	123	8	model	model	NOUN
bracis-33656	123	9	in	in	ADP
bracis-33656	123	10	relation	relation	NOUN
bracis-33656	123	11	to	to	ADP
bracis-33656	123	12	the	the	DET
bracis-33656	123	13	beginning	beginning	NOUN
bracis-33656	123	14	and	and	CCONJ
bracis-33656	123	15	end	end	VERB
bracis-33656	123	16	months	month	NOUN
bracis-33656	123	17	of	of	ADP
bracis-33656	123	18	the	the	DET
bracis-33656	123	19	season	season	NOUN
bracis-33656	123	20	in	in	ADP
bracis-33656	123	21	both	both	DET
bracis-33656	123	22	periods	period	NOUN
bracis-33656	123	23	.	.	PUNCT
bracis-33656	124	1	in	in	ADP
bracis-33656	124	2	the	the	DET
bracis-33656	124	3	first	first	ADJ
bracis-33656	124	4	one	one	NUM
bracis-33656	124	5	(	(	PUNCT
bracis-33656	124	6	2003	2003	NUM
bracis-33656	124	7	-	-	SYM
bracis-33656	124	8	2011	2011	NUM
bracis-33656	124	9	)	)	PUNCT
bracis-33656	124	10	,	,	PUNCT
bracis-33656	124	11	it	it	PRON
bracis-33656	124	12	indicates	indicate	VERB
bracis-33656	124	13	direct	direct	ADJ
bracis-33656	124	14	correspondence	correspondence	NOUN
bracis-33656	124	15	with	with	ADP
bracis-33656	124	16	high	high	ADJ
bracis-33656	124	17	percentages	percentage	NOUN
bracis-33656	124	18	of	of	ADP
bracis-33656	124	19	employment	employment	NOUN
bracis-33656	124	20	in	in	ADP
bracis-33656	124	21	the	the	DET
bracis-33656	124	22	service	service	NOUN
bracis-33656	124	23	sector	sector	NOUN
bracis-33656	124	24	(	(	PUNCT
bracis-33656	124	25	5th	5th	ADJ
bracis-33656	124	26	,	,	PUNCT
bracis-33656	124	27	fig	fig	NOUN
bracis-33656	124	28	.	.	PUNCT
bracis-33656	124	29	 	 	SPACE
bracis-33656	124	30	6a	6a	NOUN
bracis-33656	124	31	)	)	PUNCT
bracis-33656	124	32	,	,	PUNCT
bracis-33656	124	33	these	these	PRON
bracis-33656	124	34	probably	probably	ADV
bracis-33656	124	35	being	be	AUX
bracis-33656	124	36	harmed	harm	VERB
bracis-33656	124	37	by	by	ADP
bracis-33656	124	38	atmospheric	atmospheric	ADJ
bracis-33656	124	39	pollution	pollution	NOUN
bracis-33656	124	40	and	and	CCONJ
bracis-33656	124	41	destruction	destruction	NOUN
bracis-33656	124	42	of	of	ADP
bracis-33656	124	43	forests	forest	NOUN
bracis-33656	124	44	,	,	PUNCT
bracis-33656	124	45	especially	especially	ADV
bracis-33656	124	46	if	if	SCONJ
bracis-33656	124	47	they	they	PRON
bracis-33656	124	48	were	be	AUX
bracis-33656	124	49	linked	link	VERB
bracis-33656	124	50	to	to	ADP
bracis-33656	124	51	tourism	tourism	NOUN
bracis-33656	124	52	services	service	NOUN
bracis-33656	124	53	,	,	PUNCT
bracis-33656	124	54	as	as	ADP
bracis-33656	124	55	in	in	ADP
bracis-33656	124	56	the	the	DET
bracis-33656	124	57	brazilian	brazilian	ADJ
bracis-33656	124	58	pantanal	pantanal	NOUN
bracis-33656	124	59	.	.	PUNCT
bracis-33656	125	1	in	in	ADP
bracis-33656	125	2	the	the	DET
bracis-33656	125	3	second	second	ADJ
bracis-33656	125	4	period	period	NOUN
bracis-33656	125	5	(	(	PUNCT
bracis-33656	125	6	2012	2012	NUM
bracis-33656	125	7	-	-	SYM
bracis-33656	125	8	2020	2020	NUM
bracis-33656	125	9	)	)	PUNCT
bracis-33656	125	10	,	,	PUNCT
bracis-33656	125	11	the	the	DET
bracis-33656	125	12	lowest	low	ADJ
bracis-33656	125	13	percentage	percentage	NOUN
bracis-33656	125	14	of	of	ADP
bracis-33656	125	15	vulnerable	vulnerable	ADJ
bracis-33656	125	16	people	people	NOUN
bracis-33656	125	17	dependent	dependent	ADJ
bracis-33656	125	18	on	on	ADP
bracis-33656	125	19	the	the	DET
bracis-33656	125	20	elderly	elderly	ADJ
bracis-33656	125	21	(	(	PUNCT
bracis-33656	125	22	8th	8th	ADJ
bracis-33656	125	23	,	,	PUNCT
bracis-33656	125	24	fig	fig	NOUN
bracis-33656	125	25	.	.	PUNCT
bracis-33656	125	26	 	 	SPACE
bracis-33656	125	27	6b	6b	NOUN
bracis-33656	125	28	)	)	PUNCT
bracis-33656	125	29	shows	show	VERB
bracis-33656	125	30	that	that	SCONJ
bracis-33656	125	31	these	these	PRON
bracis-33656	125	32	are	be	AUX
bracis-33656	125	33	economically	economically	ADV
bracis-33656	125	34	prosperous	prosperous	ADJ
bracis-33656	125	35	locations	location	NOUN
bracis-33656	125	36	.	.	PUNCT
bracis-33656	126	1	the	the	DET
bracis-33656	126	2	regional	regional	ADJ
bracis-33656	126	3	characteristic	characteristic	ADJ
bracis-33656	126	4	(	(	PUNCT
bracis-33656	126	5	central	central	ADJ
bracis-33656	126	6	-	-	PUNCT
bracis-33656	126	7	west	west	NOUN
bracis-33656	126	8	)	)	PUNCT
bracis-33656	126	9	and	and	CCONJ
bracis-33656	126	10	the	the	DET
bracis-33656	126	11	added	add	VERB
bracis-33656	126	12	value	value	NOUN
bracis-33656	126	13	of	of	ADP
bracis-33656	126	14	agriculture	agriculture	NOUN
bracis-33656	126	15	(	(	PUNCT
bracis-33656	126	16	large	large	ADJ
bracis-33656	126	17	-	-	PUNCT
bracis-33656	126	18	scale	scale	NOUN
bracis-33656	126	19	production	production	NOUN
bracis-33656	126	20	)	)	PUNCT
bracis-33656	126	21	stand	stand	VERB
bracis-33656	126	22	out	out	ADP
bracis-33656	126	23	(	(	PUNCT
bracis-33656	126	24	7th	7th	ADJ
bracis-33656	126	25	,	,	PUNCT
bracis-33656	126	26	fig	fig	NOUN
bracis-33656	126	27	.	.	PUNCT
bracis-33656	126	28	 	 	SPACE
bracis-33656	126	29	6b	6b	NOUN
bracis-33656	126	30	)	)	PUNCT
bracis-33656	126	31	,	,	PUNCT
bracis-33656	126	32	indicating	indicate	VERB
bracis-33656	126	33	the	the	DET
bracis-33656	126	34	potential	potential	ADJ
bracis-33656	126	35	huge	huge	ADJ
bracis-33656	126	36	economic	economic	ADJ
bracis-33656	126	37	loss	loss	NOUN
bracis-33656	126	38	to	to	ADP
bracis-33656	126	39	the	the	DET
bracis-33656	126	40	primary	primary	ADJ
bracis-33656	126	41	sector	sector	NOUN
bracis-33656	126	42	.	.	PUNCT
bracis-33656	127	1	if	if	SCONJ
bracis-33656	127	2	,	,	PUNCT
bracis-33656	127	3	on	on	ADP
bracis-33656	127	4	the	the	DET
bracis-33656	127	5	one	one	NUM
bracis-33656	127	6	hand	hand	NOUN
bracis-33656	127	7	,	,	PUNCT
bracis-33656	127	8	the	the	DET
bracis-33656	127	9	possibility	possibility	NOUN
bracis-33656	127	10	of	of	ADP
bracis-33656	127	11	specifying	specify	VERB
bracis-33656	127	12	the	the	DET
bracis-33656	127	13	location	location	NOUN
bracis-33656	127	14	of	of	ADP
bracis-33656	127	15	these	these	DET
bracis-33656	127	16	events	event	NOUN
bracis-33656	127	17	(	(	PUNCT
bracis-33656	127	18	by	by	ADP
bracis-33656	127	19	region	region	NOUN
bracis-33656	127	20	and	and	CCONJ
bracis-33656	127	21	municipality	municipality	NOUN
bracis-33656	127	22	)	)	PUNCT
bracis-33656	127	23	would	would	AUX
bracis-33656	127	24	facilitate	facilitate	VERB
bracis-33656	127	25	prevention	prevention	NOUN
bracis-33656	127	26	strategies	strategy	NOUN
bracis-33656	127	27	,	,	PUNCT
bracis-33656	127	28	which	which	PRON
bracis-33656	127	29	would	would	AUX
bracis-33656	127	30	converge	converge	VERB
bracis-33656	127	31	with	with	ADP
bracis-33656	127	32	sdg	sdg	NOUN
bracis-33656	127	33	15	15	NUM
bracis-33656	127	34	,	,	PUNCT
bracis-33656	127	35	sub	sub	ADJ
bracis-33656	127	36	-	-	NOUN
bracis-33656	127	37	goal	goal	ADJ
bracis-33656	127	38	15.2	15.2	NUM
bracis-33656	127	39	(	(	PUNCT
bracis-33656	127	40	stop	stop	VERB
bracis-33656	127	41	deforestation	deforestation	NOUN
bracis-33656	127	42	,	,	PUNCT
bracis-33656	127	43	restore	restore	VERB
bracis-33656	127	44	degraded	degraded	ADJ
bracis-33656	127	45	forests	forest	NOUN
bracis-33656	127	46	)	)	PUNCT
bracis-33656	127	47	,	,	PUNCT
bracis-33656	127	48	on	on	ADP
bracis-33656	127	49	the	the	DET
bracis-33656	127	50	other	other	ADJ
bracis-33656	127	51	the	the	DET
bracis-33656	127	52	recurrence	recurrence	NOUN
bracis-33656	127	53	of	of	ADP
bracis-33656	127	54	forest	forest	NOUN
bracis-33656	127	55	fires	fire	NOUN
bracis-33656	127	56	indicates	indicate	VERB
bracis-33656	127	57	that	that	SCONJ
bracis-33656	127	58	the	the	DET
bracis-33656	127	59	relative	relative	ADJ
bracis-33656	127	60	ineffectiveness	ineffectiveness	NOUN
bracis-33656	127	61	of	of	ADP
bracis-33656	127	62	the	the	DET
bracis-33656	127	63	actions	action	NOUN
bracis-33656	127	64	taken	take	VERB
bracis-33656	127	65	is	be	AUX
bracis-33656	127	66	far	far	ADV
bracis-33656	127	67	from	from	ADP
bracis-33656	127	68	achieving	achieve	VERB
bracis-33656	127	69	this	this	DET
bracis-33656	127	70	goal	goal	NOUN
bracis-33656	127	71	.	.	PUNCT
bracis-33656	128	1	fig	fig	NOUN
bracis-33656	128	2	.	.	PUNCT
bracis-33656	129	1	6	6	NUM
bracis-33656	129	2	.	.	X
bracis-33656	129	3	most	most	ADV
bracis-33656	129	4	important	important	ADJ
bracis-33656	129	5	variables	variable	NOUN
bracis-33656	129	6	for	for	ADP
bracis-33656	129	7	class	class	NOUN
bracis-33656	129	8	forest	forest	NOUN
bracis-33656	129	9	fires	fire	NOUN
bracis-33656	129	10	(	(	PUNCT
bracis-33656	129	11	1.4.1.3.1	1.4.1.3.1	X
bracis-33656	129	12	)	)	PUNCT
bracis-33656	129	13	full	full	ADJ
bracis-33656	129	14	size	size	NOUN
bracis-33656	129	15	image	image	NOUN
bracis-33656	129	16	viral	viral	ADJ
bracis-33656	129	17	infectious	infectious	ADJ
bracis-33656	129	18	diseases	disease	NOUN
bracis-33656	129	19	.	.	PUNCT
bracis-33656	130	1	viral	viral	ADJ
bracis-33656	130	2	infectious	infectious	ADJ
bracis-33656	130	3	diseases	disease	NOUN
bracis-33656	130	4	gained	gain	VERB
bracis-33656	130	5	prominence	prominence	NOUN
bracis-33656	130	6	in	in	ADP
bracis-33656	130	7	the	the	DET
bracis-33656	130	8	model	model	NOUN
bracis-33656	130	9	only	only	ADV
bracis-33656	130	10	in	in	ADP
bracis-33656	130	11	the	the	DET
bracis-33656	130	12	second	second	ADJ
bracis-33656	130	13	period	period	NOUN
bracis-33656	130	14	(	(	PUNCT
bracis-33656	130	15	2012	2012	NUM
bracis-33656	130	16	-	-	SYM
bracis-33656	130	17	2020	2020	NUM
bracis-33656	130	18	)	)	PUNCT
bracis-33656	130	19	,	,	PUNCT
bracis-33656	130	20	mainly	mainly	ADV
bracis-33656	130	21	due	due	ADP
bracis-33656	130	22	to	to	ADP
bracis-33656	130	23	the	the	DET
bracis-33656	130	24	covid-19	covid-19	PROPN
bracis-33656	130	25	pandemic	pandemic	NOUN
bracis-33656	130	26	in	in	ADP
bracis-33656	130	27	2020	2020	NUM
bracis-33656	130	28	,	,	PUNCT
bracis-33656	130	29	which	which	PRON
bracis-33656	130	30	led	lead	VERB
bracis-33656	130	31	to	to	ADP
bracis-33656	130	32	all	all	DET
bracis-33656	130	33	regions	region	NOUN
bracis-33656	130	34	of	of	ADP
bracis-33656	130	35	brazil	brazil	PROPN
bracis-33656	130	36	declaring	declare	VERB
bracis-33656	130	37	an	an	DET
bracis-33656	130	38	emergency	emergency	NOUN
bracis-33656	130	39	,	,	PUNCT
bracis-33656	130	40	which	which	PRON
bracis-33656	130	41	is	be	AUX
bracis-33656	130	42	why	why	SCONJ
bracis-33656	130	43	the	the	DET
bracis-33656	130	44	event	event	NOUN
bracis-33656	130	45	’s	’s	PART
bracis-33656	130	46	starting	starting	NOUN
bracis-33656	130	47	year	year	NOUN
bracis-33656	130	48	is	be	AUX
bracis-33656	130	49	the	the	DET
bracis-33656	130	50	best	well	ADV
bracis-33656	130	51	demarcated	demarcate	VERB
bracis-33656	130	52	variable	variable	NOUN
bracis-33656	130	53	in	in	ADP
bracis-33656	130	54	the	the	DET
bracis-33656	130	55	model	model	NOUN
bracis-33656	130	56	(	(	PUNCT
bracis-33656	130	57	1st	1st	ADJ
bracis-33656	130	58	,	,	PUNCT
bracis-33656	130	59	fig	fig	NOUN
bracis-33656	130	60	.	.	PUNCT
bracis-33656	130	61	 	 	SPACE
bracis-33656	130	62	7	7	NUM
bracis-33656	130	63	)	)	PUNCT
bracis-33656	130	64	.	.	PUNCT
bracis-33656	131	1	the	the	DET
bracis-33656	131	2	set	set	NOUN
bracis-33656	131	3	of	of	ADP
bracis-33656	131	4	high	high	ADJ
bracis-33656	131	5	values	value	NOUN
bracis-33656	131	6	for	for	ADP
bracis-33656	131	7	variables	variable	NOUN
bracis-33656	131	8	related	relate	VERB
bracis-33656	131	9	to	to	ADP
bracis-33656	131	10	economic	economic	ADJ
bracis-33656	131	11	activities	activity	NOUN
bracis-33656	131	12	(	(	PUNCT
bracis-33656	131	13	high	high	ADJ
bracis-33656	131	14	percentage	percentage	NOUN
bracis-33656	131	15	of	of	ADP
bracis-33656	131	16	jobs	job	NOUN
bracis-33656	131	17	in	in	ADP
bracis-33656	131	18	the	the	DET
bracis-33656	131	19	service	service	NOUN
bracis-33656	131	20	sector	sector	NOUN
bracis-33656	131	21	and	and	CCONJ
bracis-33656	131	22	added	add	VERB
bracis-33656	131	23	value	value	NOUN
bracis-33656	131	24	of	of	ADP
bracis-33656	131	25	agriculture	agriculture	NOUN
bracis-33656	131	26	,	,	PUNCT
bracis-33656	131	27	9th	9th	NOUN
bracis-33656	131	28	and	and	CCONJ
bracis-33656	131	29	10th	10th	ADJ
bracis-33656	131	30	,	,	PUNCT
bracis-33656	131	31	fig	fig	NOUN
bracis-33656	131	32	.	.	PUNCT
bracis-33656	131	33	7	7	NUM
bracis-33656	131	34	)	)	PUNCT
bracis-33656	131	35	indicates	indicate	VERB
bracis-33656	131	36	the	the	DET
bracis-33656	131	37	success	success	NOUN
bracis-33656	131	38	of	of	ADP
bracis-33656	131	39	adaptive	adaptive	ADJ
bracis-33656	131	40	strategies	strategy	NOUN
bracis-33656	131	41	in	in	ADP
bracis-33656	131	42	the	the	DET
bracis-33656	131	43	face	face	NOUN
bracis-33656	131	44	of	of	ADP
bracis-33656	131	45	a	a	DET
bracis-33656	131	46	serious	serious	ADJ
bracis-33656	131	47	biological	biological	ADJ
bracis-33656	131	48	threat	threat	NOUN
bracis-33656	131	49	.	.	PUNCT
bracis-33656	132	1	despite	despite	SCONJ
bracis-33656	132	2	the	the	DET
bracis-33656	132	3	mandatory	mandatory	ADJ
bracis-33656	132	4	change	change	NOUN
bracis-33656	132	5	in	in	ADP
bracis-33656	132	6	collective	collective	ADJ
bracis-33656	132	7	behavior	behavior	NOUN
bracis-33656	132	8	,	,	PUNCT
bracis-33656	132	9	through	through	ADP
bracis-33656	132	10	preventive	preventive	ADJ
bracis-33656	132	11	measures	measure	NOUN
bracis-33656	132	12	of	of	ADP
bracis-33656	132	13	social	social	ADJ
bracis-33656	132	14	isolation	isolation	NOUN
bracis-33656	132	15	,	,	PUNCT
bracis-33656	132	16	it	it	PRON
bracis-33656	132	17	was	be	AUX
bracis-33656	132	18	possible	possible	ADJ
bracis-33656	132	19	to	to	PART
bracis-33656	132	20	keep	keep	VERB
bracis-33656	132	21	the	the	DET
bracis-33656	132	22	production	production	NOUN
bracis-33656	132	23	and	and	CCONJ
bracis-33656	132	24	distribution	distribution	NOUN
bracis-33656	132	25	of	of	ADP
bracis-33656	132	26	essential	essential	ADJ
bracis-33656	132	27	and	and	CCONJ
bracis-33656	132	28	consumer	consumer	NOUN
bracis-33656	132	29	goods	good	NOUN
bracis-33656	132	30	that	that	PRON
bracis-33656	132	31	society	society	NOUN
bracis-33656	132	32	needed	need	VERB
bracis-33656	132	33	flowing	flow	VERB
bracis-33656	132	34	,	,	PUNCT
bracis-33656	132	35	which	which	PRON
bracis-33656	132	36	is	be	AUX
bracis-33656	132	37	in	in	ADP
bracis-33656	132	38	line	line	NOUN
bracis-33656	132	39	with	with	ADP
bracis-33656	132	40	the	the	DET
bracis-33656	132	41	purposes	purpose	NOUN
bracis-33656	132	42	of	of	ADP
bracis-33656	132	43	sdg	sdg	NOUN
bracis-33656	132	44	8.8	8.8	NUM
bracis-33656	132	45	(	(	PUNCT
bracis-33656	132	46	promote	promote	VERB
bracis-33656	132	47	safe	safe	ADJ
bracis-33656	132	48	and	and	CCONJ
bracis-33656	132	49	secure	secure	VERB
bracis-33656	132	50	working	work	VERB
bracis-33656	132	51	environments	environment	NOUN
bracis-33656	132	52	for	for	ADP
bracis-33656	132	53	all	all	DET
bracis-33656	132	54	workers	worker	NOUN
bracis-33656	132	55	)	)	PUNCT
bracis-33656	132	56	and	and	CCONJ
bracis-33656	132	57	3.d	3.d	NUM
bracis-33656	132	58	(	(	PUNCT
bracis-33656	132	59	strengthen	strengthen	VERB
bracis-33656	132	60	the	the	DET
bracis-33656	132	61	capacity	capacity	NOUN
bracis-33656	132	62	[	[	X
bracis-33656	132	63	...	...	PUNCT
bracis-33656	132	64	]	]	X
bracis-33656	132	65	particularly	particularly	ADV
bracis-33656	132	66	of	of	ADP
bracis-33656	132	67	developing	develop	VERB
bracis-33656	132	68	countries	country	NOUN
bracis-33656	132	69	,	,	PUNCT
bracis-33656	132	70	for	for	ADP
bracis-33656	132	71	early	early	ADJ
bracis-33656	132	72	warning	warning	NOUN
bracis-33656	132	73	,	,	PUNCT
bracis-33656	132	74	risk	risk	NOUN
bracis-33656	132	75	reduction	reduction	NOUN
bracis-33656	132	76	and	and	CCONJ
bracis-33656	132	77	management	management	NOUN
bracis-33656	132	78	of	of	ADP
bracis-33656	132	79	national	national	ADJ
bracis-33656	132	80	[	[	X
bracis-33656	132	81	...	...	X
bracis-33656	132	82	]	]	X
bracis-33656	133	1	health	health	NOUN
bracis-33656	133	2	risks	risk	NOUN
bracis-33656	133	3	)	)	PUNCT
bracis-33656	133	4	.	.	PUNCT
bracis-33656	134	1	in	in	ADP
bracis-33656	134	2	this	this	DET
bracis-33656	134	3	case	case	NOUN
bracis-33656	134	4	,	,	PUNCT
bracis-33656	134	5	even	even	ADV
bracis-33656	134	6	though	though	SCONJ
bracis-33656	134	7	the	the	DET
bracis-33656	134	8	country	country	NOUN
bracis-33656	134	9	’s	’s	PART
bracis-33656	134	10	health	health	NOUN
bracis-33656	134	11	policies	policy	NOUN
bracis-33656	134	12	were	be	AUX
bracis-33656	134	13	unprepared	unprepared	ADJ
bracis-33656	134	14	to	to	PART
bracis-33656	134	15	mitigate	mitigate	VERB
bracis-33656	134	16	the	the	DET
bracis-33656	134	17	situation	situation	NOUN
bracis-33656	134	18	that	that	DET
bracis-33656	134	19	year	year	NOUN
bracis-33656	134	20	,	,	PUNCT
bracis-33656	134	21	the	the	DET
bracis-33656	134	22	health	health	NOUN
bracis-33656	134	23	sector	sector	NOUN
bracis-33656	134	24	pursued	pursue	VERB
bracis-33656	134	25	sdg	sdg	NOUN
bracis-33656	134	26	3	3	NUM
bracis-33656	134	27	,	,	PUNCT
bracis-33656	134	28	sub	sub	ADJ
bracis-33656	134	29	-	-	NOUN
bracis-33656	134	30	goal	goal	ADJ
bracis-33656	134	31	3.9.b	3.9.b	PROPN
bracis-33656	134	32	(	(	PUNCT
bracis-33656	134	33	support	support	VERB
bracis-33656	134	34	the	the	DET
bracis-33656	134	35	research	research	NOUN
bracis-33656	134	36	and	and	CCONJ
bracis-33656	134	37	development	development	NOUN
bracis-33656	134	38	of	of	ADP
bracis-33656	134	39	vaccines	vaccine	NOUN
bracis-33656	134	40	and	and	CCONJ
bracis-33656	134	41	medicines	medicine	NOUN
bracis-33656	134	42	for	for	ADP
bracis-33656	134	43	communicable	communicable	NOUN
bracis-33656	134	44	and	and	CCONJ
bracis-33656	134	45	non	non	ADJ
bracis-33656	134	46	-	-	ADJ
bracis-33656	134	47	communicable	communicable	ADJ
bracis-33656	134	48	diseases	disease	NOUN
bracis-33656	134	49	,	,	PUNCT
bracis-33656	134	50	which	which	PRON
bracis-33656	134	51	mainly	mainly	ADV
bracis-33656	134	52	affect	affect	VERB
bracis-33656	134	53	developing	develop	VERB
bracis-33656	134	54	countries	country	NOUN
bracis-33656	134	55	)	)	PUNCT
bracis-33656	134	56	.	.	PUNCT
bracis-33656	135	1	fig	fig	NOUN
bracis-33656	135	2	.	.	PUNCT
bracis-33656	136	1	7	7	X
bracis-33656	136	2	.	.	X
bracis-33656	136	3	most	most	ADV
bracis-33656	136	4	important	important	ADJ
bracis-33656	136	5	variables	variable	NOUN
bracis-33656	136	6	for	for	ADP
bracis-33656	136	7	class	class	NOUN
bracis-33656	136	8	viral	viral	ADJ
bracis-33656	136	9	infectious	infectious	ADJ
bracis-33656	136	10	diseases	disease	NOUN
bracis-33656	136	11	(	(	PUNCT
bracis-33656	136	12	1.5.1.1.0	1.5.1.1.0	NOUN
bracis-33656	136	13	)	)	PUNCT
bracis-33656	136	14	,	,	PUNCT
bracis-33656	136	15	2012	2012	NUM
bracis-33656	136	16	-	-	SYM
bracis-33656	136	17	2020	2020	NUM
bracis-33656	136	18	.	.	PUNCT
bracis-33656	137	1	full	full	ADJ
bracis-33656	137	2	size	size	NOUN
bracis-33656	137	3	image	image	NOUN
bracis-33656	137	4	4	4	NUM
bracis-33656	137	5	conclusions	conclusion	NOUN
bracis-33656	137	6	with	with	ADP
bracis-33656	137	7	only	only	ADV
bracis-33656	137	8	seven	seven	NUM
bracis-33656	137	9	years	year	NOUN
bracis-33656	137	10	left	leave	VERB
bracis-33656	137	11	for	for	ADP
bracis-33656	137	12	nations	nation	NOUN
bracis-33656	137	13	,	,	PUNCT
bracis-33656	137	14	like	like	ADP
bracis-33656	137	15	brazil	brazil	PROPN
bracis-33656	137	16	,	,	PUNCT
bracis-33656	137	17	to	to	PART
bracis-33656	137	18	achieve	achieve	VERB
bracis-33656	137	19	the	the	DET
bracis-33656	137	20	sdgs	sdgs	NOUN
bracis-33656	137	21	to	to	PART
bracis-33656	137	22	which	which	PRON
bracis-33656	137	23	they	they	PRON
bracis-33656	137	24	had	have	AUX
bracis-33656	137	25	committed	commit	VERB
bracis-33656	137	26	,	,	PUNCT
bracis-33656	137	27	united	united	PROPN
bracis-33656	137	28	nations	nations	PROPN
bracis-33656	137	29	secretary	secretary	PROPN
bracis-33656	137	30	antónio	antónio	PROPN
bracis-33656	137	31	guterres	guterre	NOUN
bracis-33656	137	32	stated	state	VERB
bracis-33656	137	33	:	:	PUNCT
bracis-33656	137	34	“	"	PUNCT
bracis-33656	137	35	unless	unless	SCONJ
bracis-33656	137	36	we	we	PRON
bracis-33656	137	37	act	act	VERB
bracis-33656	137	38	now	now	ADV
bracis-33656	137	39	,	,	PUNCT
bracis-33656	137	40	the	the	DET
bracis-33656	137	41	2030	2030	NUM
bracis-33656	137	42	agenda	agenda	NOUN
bracis-33656	137	43	will	will	AUX
bracis-33656	137	44	become	become	VERB
bracis-33656	137	45	an	an	DET
bracis-33656	137	46	epitaph	epitaph	NOUN
bracis-33656	137	47	for	for	ADP
bracis-33656	137	48	a	a	DET
bracis-33656	137	49	world	world	NOUN
bracis-33656	137	50	that	that	PRON
bracis-33656	137	51	might	might	AUX
bracis-33656	137	52	have	have	AUX
bracis-33656	137	53	been	be	AUX
bracis-33656	137	54	.	.	PUNCT
bracis-33656	137	55	”	"	PUNCT
bracis-33656	138	1	the	the	DET
bracis-33656	138	2	findings	finding	NOUN
bracis-33656	138	3	above	above	ADV
bracis-33656	138	4	indicate	indicate	VERB
bracis-33656	138	5	that	that	SCONJ
bracis-33656	138	6	the	the	DET
bracis-33656	138	7	larger	large	ADJ
bracis-33656	138	8	number	number	NOUN
bracis-33656	138	9	of	of	ADP
bracis-33656	138	10	emergencies	emergency	NOUN
bracis-33656	138	11	that	that	PRON
bracis-33656	138	12	occur	occur	VERB
bracis-33656	138	13	in	in	ADP
bracis-33656	138	14	brazil	brazil	PROPN
bracis-33656	138	15	indicative	indicative	ADJ
bracis-33656	138	16	of	of	ADP
bracis-33656	138	17	weak	weak	ADJ
bracis-33656	138	18	institutional	institutional	ADJ
bracis-33656	138	19	and	and	CCONJ
bracis-33656	138	20	social	social	ADJ
bracis-33656	138	21	resilience	resilience	NOUN
bracis-33656	138	22	to	to	PART
bracis-33656	138	23	face	face	VERB
bracis-33656	138	24	geological	geological	ADJ
bracis-33656	138	25	,	,	PUNCT
bracis-33656	138	26	hydrological	hydrological	ADJ
bracis-33656	138	27	,	,	PUNCT
bracis-33656	138	28	climatic	climatic	ADJ
bracis-33656	138	29	,	,	PUNCT
bracis-33656	138	30	biological	biological	ADJ
bracis-33656	138	31	and	and	CCONJ
bracis-33656	138	32	similar	similar	ADJ
bracis-33656	138	33	threats	threat	NOUN
bracis-33656	138	34	and	and	CCONJ
bracis-33656	138	35	prevent	prevent	VERB
bracis-33656	138	36	them	they	PRON
bracis-33656	138	37	from	from	ADP
bracis-33656	138	38	triggering	trigger	VERB
bracis-33656	138	39	disasters	disaster	NOUN
bracis-33656	138	40	is	be	AUX
bracis-33656	138	41	intertwined	intertwine	VERB
bracis-33656	138	42	with	with	ADP
bracis-33656	138	43	cultural	cultural	ADJ
bracis-33656	138	44	vulnerabilities	vulnerability	NOUN
bracis-33656	138	45	,	,	PUNCT
bracis-33656	138	46	historical	historical	ADJ
bracis-33656	138	47	economic	economic	ADJ
bracis-33656	138	48	and	and	CCONJ
bracis-33656	138	49	territorial	territorial	ADJ
bracis-33656	138	50	issues	issue	NOUN
bracis-33656	138	51	,	,	PUNCT
bracis-33656	138	52	however	however	ADV
bracis-33656	138	53	,	,	PUNCT
bracis-33656	138	54	uncomfortably	uncomfortably	ADV
bracis-33656	138	55	persistent	persistent	ADJ
bracis-33656	138	56	in	in	ADP
bracis-33656	138	57	the	the	DET
bracis-33656	138	58	face	face	NOUN
bracis-33656	138	59	of	of	ADP
bracis-33656	138	60	multilateral	multilateral	ADJ
bracis-33656	138	61	aspirations	aspiration	NOUN
bracis-33656	138	62	.	.	PUNCT
bracis-33656	139	1	in	in	ADP
bracis-33656	139	2	other	other	ADJ
bracis-33656	139	3	words	word	NOUN
bracis-33656	139	4	,	,	PUNCT
bracis-33656	139	5	the	the	DET
bracis-33656	139	6	brazilian	brazilian	ADJ
bracis-33656	139	7	pace	pace	NOUN
bracis-33656	139	8	of	of	ADP
bracis-33656	139	9	inducing	induce	VERB
bracis-33656	139	10	sustainable	sustainable	ADJ
bracis-33656	139	11	inter	inter	ADJ
bracis-33656	139	12	-	-	ADJ
bracis-33656	139	13	sectoral	sectoral	ADJ
bracis-33656	139	14	public	public	ADJ
bracis-33656	139	15	policies	policy	NOUN
bracis-33656	139	16	,	,	PUNCT
bracis-33656	139	17	which	which	PRON
bracis-33656	139	18	can	can	AUX
bracis-33656	139	19	reduce	reduce	VERB
bracis-33656	139	20	the	the	DET
bracis-33656	139	21	risks	risk	NOUN
bracis-33656	139	22	of	of	ADP
bracis-33656	139	23	disasters	disaster	NOUN
bracis-33656	139	24	based	base	VERB
bracis-33656	139	25	on	on	ADP
bracis-33656	139	26	their	their	PRON
bracis-33656	139	27	discussion	discussion	NOUN
bracis-33656	139	28	and	and	CCONJ
bracis-33656	139	29	training	training	NOUN
bracis-33656	139	30	in	in	ADP
bracis-33656	139	31	the	the	DET
bracis-33656	139	32	content	content	NOUN
bracis-33656	139	33	of	of	ADP
bracis-33656	139	34	quality	quality	NOUN
bracis-33656	139	35	basic	basic	ADJ
bracis-33656	139	36	education	education	NOUN
bracis-33656	139	37	,	,	PUNCT
bracis-33656	139	38	in	in	ADP
bracis-33656	139	39	the	the	DET
bracis-33656	139	40	training	training	NOUN
bracis-33656	139	41	processes	process	NOUN
bracis-33656	139	42	to	to	PART
bracis-33656	139	43	obtain	obtain	VERB
bracis-33656	139	44	employment	employment	NOUN
bracis-33656	139	45	,	,	PUNCT
bracis-33656	139	46	is	be	AUX
bracis-33656	139	47	slow	slow	ADJ
bracis-33656	139	48	.	.	PUNCT
bracis-33656	140	1	there	there	PRON
bracis-33656	140	2	is	be	VERB
bracis-33656	140	3	still	still	ADV
bracis-33656	140	4	a	a	DET
bracis-33656	140	5	lack	lack	NOUN
bracis-33656	140	6	of	of	ADP
bracis-33656	140	7	good	good	ADJ
bracis-33656	140	8	strategies	strategy	NOUN
bracis-33656	140	9	to	to	PART
bracis-33656	140	10	protect	protect	VERB
bracis-33656	140	11	subsistence	subsistence	NOUN
bracis-33656	140	12	and	and	CCONJ
bracis-33656	140	13	small	small	ADJ
bracis-33656	140	14	-	-	PUNCT
bracis-33656	140	15	scale	scale	NOUN
bracis-33656	140	16	agriculture	agriculture	NOUN
bracis-33656	140	17	in	in	ADP
bracis-33656	140	18	the	the	DET
bracis-33656	140	19	face	face	NOUN
bracis-33656	140	20	of	of	ADP
bracis-33656	140	21	climate	climate	NOUN
bracis-33656	140	22	setbacks	setback	NOUN
bracis-33656	140	23	as	as	ADV
bracis-33656	140	24	well	well	ADV
bracis-33656	140	25	as	as	ADP
bracis-33656	140	26	in	in	ADP
bracis-33656	140	27	the	the	DET
bracis-33656	140	28	expansion	expansion	NOUN
bracis-33656	140	29	of	of	ADP
bracis-33656	140	30	slope	slope	NOUN
bracis-33656	140	31	containment	containment	NOUN
bracis-33656	140	32	measures	measure	NOUN
bracis-33656	140	33	and	and	CCONJ
bracis-33656	140	34	the	the	DET
bracis-33656	140	35	improvement	improvement	NOUN
bracis-33656	140	36	of	of	ADP
bracis-33656	140	37	rainwater	rainwater	NOUN
bracis-33656	140	38	drainage	drainage	NOUN
bracis-33656	140	39	systems	system	NOUN
bracis-33656	140	40	,	,	PUNCT
bracis-33656	140	41	among	among	ADP
bracis-33656	140	42	others	other	NOUN
bracis-33656	140	43	.	.	PUNCT
bracis-33656	141	1	during	during	ADP
bracis-33656	141	2	data	datum	NOUN
bracis-33656	141	3	modeling	modeling	NOUN
bracis-33656	141	4	,	,	PUNCT
bracis-33656	141	5	we	we	PRON
bracis-33656	141	6	encountered	encounter	VERB
bracis-33656	141	7	problems	problem	NOUN
bracis-33656	141	8	with	with	ADP
bracis-33656	141	9	inconsistent	inconsistent	ADJ
bracis-33656	141	10	and	and	CCONJ
bracis-33656	141	11	missing	miss	VERB
bracis-33656	141	12	data	datum	NOUN
bracis-33656	141	13	for	for	ADP
bracis-33656	141	14	several	several	ADJ
bracis-33656	141	15	indicators	indicator	NOUN
bracis-33656	141	16	,	,	PUNCT
bracis-33656	141	17	which	which	PRON
bracis-33656	141	18	could	could	AUX
bracis-33656	141	19	significantly	significantly	ADV
bracis-33656	141	20	impact	impact	VERB
bracis-33656	141	21	conclusions	conclusion	NOUN
bracis-33656	141	22	and	and	CCONJ
bracis-33656	141	23	prevent	prevent	VERB
bracis-33656	141	24	us	we	PRON
bracis-33656	141	25	from	from	ADP
bracis-33656	141	26	exploring	explore	VERB
bracis-33656	141	27	more	more	ADV
bracis-33656	141	28	recent	recent	ADJ
bracis-33656	141	29	periods	period	NOUN
bracis-33656	141	30	for	for	ADP
bracis-33656	141	31	an	an	DET
bracis-33656	141	32	up	up	ADP
bracis-33656	141	33	-	-	PUNCT
bracis-33656	141	34	to	to	ADP
bracis-33656	141	35	-	-	PUNCT
bracis-33656	141	36	date	date	NOUN
bracis-33656	141	37	warning	warning	NOUN
bracis-33656	141	38	study	study	NOUN
bracis-33656	141	39	.	.	PUNCT
bracis-33656	142	1	despite	despite	SCONJ
bracis-33656	142	2	an	an	DET
bracis-33656	142	3	unbalanced	unbalanced	ADJ
bracis-33656	142	4	dataset	dataset	NOUN
bracis-33656	142	5	and	and	CCONJ
bracis-33656	142	6	the	the	DET
bracis-33656	142	7	inability	inability	NOUN
bracis-33656	142	8	to	to	PART
bracis-33656	142	9	create	create	VERB
bracis-33656	142	10	synthetic	synthetic	ADJ
bracis-33656	142	11	data	datum	NOUN
bracis-33656	142	12	,	,	PUNCT
bracis-33656	142	13	we	we	PRON
bracis-33656	142	14	obtained	obtain	VERB
bracis-33656	142	15	information	information	NOUN
bracis-33656	142	16	that	that	PRON
bracis-33656	142	17	helped	help	VERB
bracis-33656	142	18	interpret	interpret	VERB
bracis-33656	142	19	events	event	NOUN
bracis-33656	142	20	and	and	CCONJ
bracis-33656	142	21	achieved	achieve	VERB
bracis-33656	142	22	relevant	relevant	ADJ
bracis-33656	142	23	performance	performance	NOUN
bracis-33656	142	24	using	use	VERB
bracis-33656	142	25	simple	simple	ADJ
bracis-33656	142	26	tree	tree	NOUN
bracis-33656	142	27	-	-	PUNCT
bracis-33656	142	28	based	base	VERB
bracis-33656	142	29	models	model	NOUN
bracis-33656	142	30	.	.	PUNCT
bracis-33656	143	1	future	future	ADJ
bracis-33656	143	2	studies	study	NOUN
bracis-33656	143	3	could	could	AUX
bracis-33656	143	4	expand	expand	VERB
bracis-33656	143	5	the	the	DET
bracis-33656	143	6	analysis	analysis	NOUN
bracis-33656	143	7	with	with	ADP
bracis-33656	143	8	a	a	DET
bracis-33656	143	9	wider	wide	ADJ
bracis-33656	143	10	range	range	NOUN
bracis-33656	143	11	of	of	ADP
bracis-33656	143	12	classes	class	NOUN
bracis-33656	143	13	and	and	CCONJ
bracis-33656	143	14	variables	variable	NOUN
bracis-33656	143	15	at	at	ADP
bracis-33656	143	16	both	both	CCONJ
bracis-33656	143	17	state	state	NOUN
bracis-33656	143	18	and	and	CCONJ
bracis-33656	143	19	municipal	municipal	ADJ
bracis-33656	143	20	levels	level	NOUN
bracis-33656	143	21	,	,	PUNCT
bracis-33656	143	22	enhancing	enhance	VERB
bracis-33656	143	23	the	the	DET
bracis-33656	143	24	understanding	understanding	NOUN
bracis-33656	143	25	of	of	ADP
bracis-33656	143	26	emergency	emergency	NOUN
bracis-33656	143	27	decrees	decree	NOUN
bracis-33656	143	28	.	.	PUNCT
bracis-33656	144	1	improving	improve	VERB
bracis-33656	144	2	the	the	DET
bracis-33656	144	3	model	model	NOUN
bracis-33656	144	4	would	would	AUX
bracis-33656	144	5	help	help	VERB
bracis-33656	144	6	express	express	VERB
bracis-33656	144	7	the	the	DET
bracis-33656	144	8	association	association	NOUN
bracis-33656	144	9	between	between	ADP
bracis-33656	144	10	emergencies	emergency	NOUN
bracis-33656	144	11	and	and	CCONJ
bracis-33656	144	12	socioeconomic	socioeconomic	ADJ
bracis-33656	144	13	and	and	CCONJ
bracis-33656	144	14	socio	socio	NOUN
bracis-33656	144	15	-	-	PUNCT
bracis-33656	144	16	environmental	environmental	ADJ
bracis-33656	144	17	variables	variable	NOUN
bracis-33656	144	18	.	.	PUNCT
bracis-33656	145	1	this	this	PRON
bracis-33656	145	2	would	would	AUX
bracis-33656	145	3	aid	aid	VERB
bracis-33656	145	4	decision	decision	NOUN
bracis-33656	145	5	-	-	PUNCT
bracis-33656	145	6	makers	maker	NOUN
bracis-33656	145	7	in	in	ADP
bracis-33656	145	8	identifying	identify	VERB
bracis-33656	145	9	underlying	underlying	ADJ
bracis-33656	145	10	factors	factor	NOUN
bracis-33656	145	11	related	relate	VERB
bracis-33656	145	12	to	to	ADP
bracis-33656	145	13	decrees	decree	NOUN
bracis-33656	145	14	,	,	PUNCT
bracis-33656	145	15	supporting	support	VERB
bracis-33656	145	16	a	a	DET
bracis-33656	145	17	strong	strong	ADJ
bracis-33656	145	18	government	government	NOUN
bracis-33656	145	19	commitment	commitment	NOUN
bracis-33656	145	20	to	to	ADP
bracis-33656	145	21	investing	invest	VERB
bracis-33656	145	22	in	in	ADP
bracis-33656	145	23	public	public	ADJ
bracis-33656	145	24	institutions	institution	NOUN
bracis-33656	145	25	that	that	PRON
bracis-33656	145	26	collect	collect	VERB
bracis-33656	145	27	,	,	PUNCT
bracis-33656	145	28	systematize	systematize	VERB
bracis-33656	145	29	,	,	PUNCT
bracis-33656	145	30	and	and	CCONJ
bracis-33656	145	31	disseminate	disseminate	VERB
bracis-33656	145	32	updated	update	VERB
bracis-33656	145	33	open	open	ADJ
bracis-33656	145	34	data	datum	NOUN
bracis-33656	145	35	,	,	PUNCT
bracis-33656	145	36	thus	thus	ADV
bracis-33656	145	37	accelerating	accelerate	VERB
bracis-33656	145	38	progress	progress	NOUN
bracis-33656	145	39	toward	toward	ADP
bracis-33656	145	40	fulfilling	fulfil	VERB
bracis-33656	145	41	the	the	DET
bracis-33656	145	42	2030	2030	NUM
bracis-33656	145	43	agenda	agenda	NOUN
bracis-33656	145	44	.	.	PUNCT
bracis-33656	146	1	notes	note	VERB
bracis-33656	146	2	1.https://www.gov.br/mdr/pt-br/assuntos/protecao-e-defesa-civil/sistema-integrado-de-informacoes-sobre-desastres	1.https://www.gov.br/mdr/pt-br/assuntos/protecao-e-defesa-civil/sistema-integrado-de-informacoes-sobre-desastres	PROPN
bracis-33656	146	3	.	.	PUNCT
bracis-33656	147	1	2.http://www.atlasbrasil.org.br/consulta/planilha	2.http://www.atlasbrasil.org.br/consulta/planilha	NUM
bracis-33656	147	2	.	.	PUNCT
bracis-33656	147	3	3.https://sidra.ibge.gov.br/tabela/21	3.https://sidra.ibge.gov.br/tabela/21	NUM
bracis-33656	147	4	.	.	PUNCT
bracis-33656	148	1	4.https://www.gov.br/inep/pt-br/acesso-a-informacao/dados-abertos/indicadores-educacionais/indicadores-financeiros-educacionais	4.https://www.gov.br/inep/pt-br/acesso-a-informacao/dados-abertos/indicadores-educacionais/indicadores-financeiros-educacionais	NUM
bracis-33656	148	2	.	.	PUNCT
bracis-33656	149	1	5.https://shap.readthedocs.io/en/latest	5.https://shap.readthedocs.io/en/latest	NUM
bracis-33656	149	2	.	.	PUNCT
bracis-33656	150	1	references	reference	NOUN
bracis-33656	150	2	brasil	brasil	PROPN
bracis-33656	150	3	:	:	PUNCT
bracis-33656	150	4	classificação	classificação	PROPN
bracis-33656	150	5	e	e	PROPN
bracis-33656	150	6	codificação	codificação	PROPN
bracis-33656	150	7	brasileira	brasileira	PROPN
bracis-33656	150	8	de	de	X
bracis-33656	150	9	desastres	desastres	PROPN
bracis-33656	150	10	.	.	PUNCT
bracis-33656	151	1	secretaria	secretaria	PROPN
bracis-33656	151	2	nacional	nacional	PROPN
bracis-33656	151	3	de	de	X
bracis-33656	151	4	proteção	proteção	PROPN
bracis-33656	151	5	e	e	PROPN
bracis-33656	151	6	defesa	defesa	PROPN
bracis-33656	151	7	civil	civil	ADJ
bracis-33656	151	8	-	-	PUNCT
bracis-33656	151	9	sedec	sedec	PROPN
bracis-33656	151	10	/	/	SYM
bracis-33656	151	11	mdr	mdr	PROPN
bracis-33656	151	12	,	,	PUNCT
bracis-33656	151	13	brasília	brasília	PROPN
bracis-33656	151	14	(	(	PUNCT
bracis-33656	151	15	2012	2012	NUM
bracis-33656	151	16	)	)	PUNCT
bracis-33656	151	17	google	google	PROPN
bracis-33656	151	18	scholar	scholar	NOUN
bracis-33656	151	19	  	  	SPACE
bracis-33656	151	20	kowarick	kowarick	NOUN
bracis-33656	151	21	,	,	PUNCT
bracis-33656	151	22	l.	l.	PROPN
bracis-33656	151	23	:	:	PUNCT
bracis-33656	151	24	viver	viver	PROPN
bracis-33656	151	25	em	em	PROPN
bracis-33656	151	26	risco	risco	PROPN
bracis-33656	151	27	:	:	PUNCT
bracis-33656	151	28	sobre	sobre	PROPN
bracis-33656	151	29	a	a	DET
bracis-33656	151	30	vulnerabilidade	vulnerabilidade	VERB
bracis-33656	151	31	socioeconômica	socioeconômica	PROPN
bracis-33656	151	32	e	e	PROPN
bracis-33656	151	33	civil	civil	NOUN
bracis-33656	151	34	.	.	PUNCT
bracis-33656	152	1	editora	editora	PROPN
bracis-33656	152	2	34	34	NUM
bracis-33656	152	3	,	,	PUNCT
bracis-33656	152	4	são	são	PROPN
bracis-33656	152	5	paulo	paulo	PROPN
bracis-33656	152	6	(	(	PUNCT
bracis-33656	152	7	2009	2009	NUM
bracis-33656	152	8	)	)	PUNCT
bracis-33656	152	9	google	google	PROPN
bracis-33656	152	10	scholar	scholar	NOUN
bracis-33656	152	11	  	  	SPACE
bracis-33656	152	12	fritz	fritz	PROPN
bracis-33656	152	13	,	,	PUNCT
bracis-33656	152	14	c.	c.	NOUN
bracis-33656	152	15	:	:	PUNCT
bracis-33656	152	16	disaster	disaster	NOUN
bracis-33656	152	17	.	.	PUNCT
bracis-33656	153	1	in	in	ADP
bracis-33656	153	2	:	:	PUNCT
bracis-33656	153	3	merton	merton	ADJ
bracis-33656	153	4	,	,	PUNCT
bracis-33656	153	5	r	r	NOUN
bracis-33656	153	6	..	..	PUNCT
bracis-33656	153	7	nisbet	nisbet	PROPN
bracis-33656	153	8	,	,	PUNCT
bracis-33656	153	9	r.	r.	PROPN
bracis-33656	153	10	(	(	PUNCT
bracis-33656	153	11	eds	eds	PROPN
bracis-33656	153	12	.	.	PUNCT
bracis-33656	153	13	)	)	PUNCT
bracis-33656	153	14	contemporary	contemporary	ADJ
bracis-33656	153	15	social	social	ADJ
bracis-33656	153	16	problems	problem	NOUN
bracis-33656	153	17	.	.	PUNCT
bracis-33656	154	1	1\(^{\underline{a}}\	1\(^{\underline{a}}\	NUM
bracis-33656	154	2	)	)	PUNCT
bracis-33656	154	3	ed	ed	NOUN
bracis-33656	154	4	.	.	PROPN
bracis-33656	154	5	,	,	PUNCT
bracis-33656	154	6	pp	pp	ADJ
bracis-33656	154	7	.	.	PUNCT
bracis-33656	155	1	651–694	651–694	NUM
bracis-33656	155	2	.	.	PUNCT
bracis-33656	156	1	harcourt	harcourt	PROPN
bracis-33656	156	2	brace	brace	PROPN
bracis-33656	156	3	jovanovich	jovanovich	PROPN
bracis-33656	156	4	,	,	PUNCT
bracis-33656	156	5	new	new	PROPN
bracis-33656	156	6	york	york	PROPN
bracis-33656	156	7	(	(	PUNCT
bracis-33656	156	8	1961	1961	NUM
bracis-33656	156	9	)	)	PUNCT
bracis-33656	156	10	google	google	PROPN
bracis-33656	156	11	scholar	scholar	NOUN
bracis-33656	156	12	  	  	SPACE
bracis-33656	156	13	quarantelli	quarantelli	NOUN
bracis-33656	156	14	,	,	PUNCT
bracis-33656	156	15	e.	e.	PROPN
bracis-33656	156	16	:	:	PUNCT
bracis-33656	156	17	uma	uma	PROPN
bracis-33656	156	18	agenda	agenda	PROPN
bracis-33656	156	19	de	de	X
bracis-33656	156	20	pesquisa	pesquisa	X
bracis-33656	156	21	do	do	AUX
bracis-33656	156	22	século	século	X
bracis-33656	156	23	21	21	NUM
bracis-33656	156	24	em	em	PRON
bracis-33656	156	25	ciências	ciências	PROPN
bracis-33656	156	26	sociais	sociais	PROPN
bracis-33656	156	27	para	para	PROPN
bracis-33656	156	28	os	os	PROPN
bracis-33656	156	29	desastres	desastres	PROPN
bracis-33656	156	30	:	:	PUNCT
bracis-33656	156	31	questões	questões	PROPN
bracis-33656	156	32	teóricas	teóricas	PROPN
bracis-33656	156	33	,	,	PUNCT
bracis-33656	156	34	metodológicas	metodológica	NOUN
bracis-33656	156	35	e	e	NOUN
bracis-33656	156	36	empíricas	empírica	NOUN
bracis-33656	156	37	,	,	PUNCT
bracis-33656	156	38	e	e	PROPN
bracis-33656	156	39	suas	suas	PROPN
bracis-33656	156	40	implementações	implementações	VERB
bracis-33656	156	41	no	no	DET
bracis-33656	156	42	campo	campo	NOUN
bracis-33656	156	43	professional	professional	NOUN
bracis-33656	156	44	.	.	PUNCT
bracis-33656	157	1	o	o	PROPN
bracis-33656	157	2	social	social	ADJ
bracis-33656	157	3	em	em	PROPN
bracis-33656	157	4	questão	questão	PROPN
bracis-33656	157	5	.	.	PUNCT
bracis-33656	158	1	rio	rio	PROPN
bracis-33656	158	2	de	de	PROPN
bracis-33656	158	3	janeiro	janeiro	PROPN
bracis-33656	158	4	,	,	PUNCT
bracis-33656	158	5	vol	vol	NOUN
bracis-33656	158	6	.	.	PROPN
bracis-33656	158	7	18	18	NUM
bracis-33656	158	8	,	,	PUNCT
bracis-33656	158	9	pp	pp	ADJ
bracis-33656	158	10	.	.	PUNCT
bracis-33656	159	1	25–56	25–56	NUM
bracis-33656	159	2	(	(	PUNCT
bracis-33656	159	3	2015	2015	NUM
bracis-33656	159	4	)	)	PUNCT
bracis-33656	159	5	google	google	PROPN
bracis-33656	159	6	scholar	scholar	NOUN
bracis-33656	159	7	  	  	SPACE
bracis-33656	159	8	valencio	valencio	NOUN
bracis-33656	159	9	,	,	PUNCT
bracis-33656	159	10	n.	n.	NOUN
bracis-33656	159	11	:	:	PUNCT
bracis-33656	159	12	para	para	PROPN
bracis-33656	159	13	além	além	NOUN
bracis-33656	159	14	do	do	VERB
bracis-33656	159	15	‘	'	PUNCT
bracis-33656	159	16	dia	dia	PROPN
bracis-33656	159	17	do	do	PROPN
bracis-33656	159	18	desastre	desastre	NOUN
bracis-33656	159	19	’	'	PUNCT
bracis-33656	159	20	:	:	PUNCT
bracis-33656	159	21	o	o	PROPN
bracis-33656	159	22	caso	caso	PROPN
bracis-33656	159	23	brasileiro	brasileiro	PROPN
bracis-33656	159	24	.	.	PUNCT
bracis-33656	160	1	coleção	coleção	PROPN
bracis-33656	160	2	ciências	ciências	PROPN
bracis-33656	160	3	sociais	sociais	PROPN
bracis-33656	160	4	.	.	PUNCT
bracis-33656	161	1	ed	ed	PROPN
bracis-33656	161	2	.	.	PROPN
bracis-33656	161	3	appris	appris	PROPN
bracis-33656	161	4	,	,	PUNCT
bracis-33656	161	5	curitiba	curitiba	PROPN
bracis-33656	161	6	(	(	PUNCT
bracis-33656	161	7	2012	2012	NUM
bracis-33656	161	8	)	)	PUNCT
bracis-33656	161	9	google	google	PROPN
bracis-33656	161	10	scholar	scholar	NOUN
bracis-33656	161	11	  	  	SPACE
bracis-33656	161	12	valencio	valencio	PROPN
bracis-33656	161	13	,	,	PUNCT
bracis-33656	161	14	n.	n.	NOUN
bracis-33656	161	15	,	,	PUNCT
bracis-33656	161	16	valencio	valencio	PROPN
bracis-33656	161	17	,	,	PUNCT
bracis-33656	161	18	a.	a.	NOUN
bracis-33656	161	19	:	:	PUNCT
bracis-33656	161	20	o	o	NOUN
bracis-33656	161	21	assédio	assédio	NOUN
bracis-33656	161	22	em	em	PRON
bracis-33656	161	23	nome	nome	PROPN
bracis-33656	161	24	do	do	AUX
bracis-33656	161	25	bem	bem	PROPN
bracis-33656	161	26	:	:	PUNCT
bracis-33656	161	27	dos	dos	NOUN
bracis-33656	161	28	sofrimentos	sofrimento	VERB
bracis-33656	161	29	conectados	conectado	NOUN
bracis-33656	161	30	à	à	X
bracis-33656	161	31	dor	dor	PROPN
bracis-33656	161	32	moral	moral	ADJ
bracis-33656	161	33	coletiva	coletiva	PROPN
bracis-33656	161	34	de	de	X
bracis-33656	161	35	vítimas	vítimas	PROPN
bracis-33656	161	36	de	de	X
bracis-33656	161	37	desastres	desastres	PROPN
bracis-33656	161	38	.	.	PUNCT
bracis-33656	162	1	lumina	lumina	PROPN
bracis-33656	162	2	12	12	NUM
bracis-33656	162	3	,	,	PUNCT
bracis-33656	162	4	19–39	19–39	NUM
bracis-33656	162	5	(	(	PUNCT
bracis-33656	162	6	2018	2018	NUM
bracis-33656	162	7	)	)	PUNCT
bracis-33656	162	8	article	article	NOUN
bracis-33656	162	9	  	  	SPACE
bracis-33656	162	10	google	google	PROPN
bracis-33656	162	11	scholar	scholar	NOUN
bracis-33656	162	12	  	  	SPACE
bracis-33656	162	13	united	united	PROPN
bracis-33656	162	14	nations	nations	PROPN
bracis-33656	162	15	:	:	PUNCT
bracis-33656	162	16	the	the	DET
bracis-33656	162	17	sustainable	sustainable	ADJ
bracis-33656	162	18	development	development	NOUN
bracis-33656	162	19	goals	goal	NOUN
bracis-33656	162	20	report	report	VERB
bracis-33656	162	21	2023	2023	NUM
bracis-33656	162	22	,	,	PUNCT
bracis-33656	162	23	special	special	ADJ
bracis-33656	162	24	united	united	PROPN
bracis-33656	162	25	nations	nations	PROPN
bracis-33656	162	26	publications	publication	NOUN
bracis-33656	162	27	,	,	PUNCT
bracis-33656	162	28	new	new	PROPN
bracis-33656	162	29	york	york	PROPN
bracis-33656	162	30	(	(	PUNCT
bracis-33656	162	31	2023	2023	NUM
bracis-33656	162	32	)	)	PUNCT
bracis-33656	162	33	google	google	NOUN
bracis-33656	162	34	scholar	scholar	NOUN
bracis-33656	162	35	  	  	SPACE
bracis-33656	162	36	arrieta	arrieta	NOUN
bracis-33656	162	37	,	,	PUNCT
bracis-33656	162	38	a.	a.	PROPN
bracis-33656	162	39	,	,	PUNCT
bracis-33656	162	40	et	et	PROPN
bracis-33656	162	41	al	al	PROPN
bracis-33656	162	42	.	.	PROPN
bracis-33656	162	43	:	:	PUNCT
bracis-33656	162	44	explainable	explainable	ADJ
bracis-33656	162	45	artificial	artificial	ADJ
bracis-33656	162	46	intelligence	intelligence	NOUN
bracis-33656	162	47	(	(	PUNCT
bracis-33656	162	48	xai	xai	PROPN
bracis-33656	162	49	):	):	PUNCT
bracis-33656	162	50	concepts	concept	NOUN
bracis-33656	162	51	,	,	PUNCT
bracis-33656	162	52	taxonomies	taxonomy	NOUN
bracis-33656	162	53	,	,	PUNCT
bracis-33656	162	54	opportunities	opportunity	NOUN
bracis-33656	162	55	and	and	CCONJ
bracis-33656	162	56	challenges	challenge	NOUN
bracis-33656	162	57	toward	toward	ADP
bracis-33656	162	58	responsible	responsible	ADJ
bracis-33656	162	59	ai	ai	PROPN
bracis-33656	162	60	.	.	PROPN
bracis-33656	162	61	inf	inf	PROPN
bracis-33656	162	62	.	.	PUNCT
bracis-33656	162	63	fusion	fusion	PROPN
bracis-33656	162	64	58	58	NUM
bracis-33656	162	65	,	,	PUNCT
bracis-33656	162	66	82–115	82–115	PROPN
bracis-33656	162	67	(	(	PUNCT
bracis-33656	162	68	2020	2020	NUM
bracis-33656	162	69	)	)	PUNCT
bracis-33656	162	70	article	article	NOUN
bracis-33656	162	71	  	  	SPACE
bracis-33656	162	72	math	math	NOUN
bracis-33656	162	73	  	  	SPACE
bracis-33656	162	74	google	google	PROPN
bracis-33656	162	75	scholar	scholar	NOUN
bracis-33656	162	76	  	  	SPACE
bracis-33656	162	77	lundberg	lundberg	PROPN
bracis-33656	162	78	,	,	PUNCT
bracis-33656	162	79	s.	s.	PROPN
bracis-33656	162	80	,	,	PUNCT
bracis-33656	162	81	lee	lee	PROPN
bracis-33656	162	82	,	,	PUNCT
bracis-33656	162	83	s.-i	s.-i	PROPN
bracis-33656	162	84	.	.	PUNCT
bracis-33656	162	85	:	:	PUNCT
bracis-33656	163	1	a	a	DET
bracis-33656	163	2	unified	unified	ADJ
bracis-33656	163	3	approach	approach	NOUN
bracis-33656	163	4	to	to	ADP
bracis-33656	163	5	interpreting	interpret	VERB
bracis-33656	163	6	model	model	NOUN
bracis-33656	163	7	predictions	prediction	NOUN
bracis-33656	163	8	.	.	PUNCT
bracis-33656	164	1	adv	adv	PROPN
bracis-33656	164	2	.	.	PUNCT
bracis-33656	164	3	neural	neural	PROPN
bracis-33656	164	4	.	.	PUNCT
bracis-33656	164	5	inf	inf	PROPN
bracis-33656	164	6	.	.	PROPN
bracis-33656	164	7	process	process	NOUN
bracis-33656	164	8	.	.	PUNCT
bracis-33656	165	1	syst	syst	PROPN
bracis-33656	165	2	.	.	PUNCT
bracis-33656	166	1	30	30	NUM
bracis-33656	166	2	,	,	PUNCT
bracis-33656	166	3	4765–4774	4765–4774	NUM
bracis-33656	166	4	(	(	PUNCT
bracis-33656	166	5	2017	2017	NUM
bracis-33656	166	6	)	)	PUNCT
bracis-33656	166	7	math	math	NOUN
bracis-33656	166	8	  	  	SPACE
bracis-33656	166	9	google	google	PROPN
bracis-33656	166	10	scholar	scholar	NOUN
bracis-33656	166	11	  	  	SPACE
bracis-33656	166	12	breiman	breiman	NOUN
bracis-33656	166	13	,	,	PUNCT
bracis-33656	166	14	l.	l.	PROPN
bracis-33656	166	15	:	:	PUNCT
bracis-33656	166	16	random	random	ADJ
bracis-33656	166	17	forests	forest	NOUN
bracis-33656	166	18	.	.	PUNCT
bracis-33656	167	1	mach	mach	NOUN
bracis-33656	167	2	.	.	PUNCT
bracis-33656	168	1	learn	learn	VERB
bracis-33656	168	2	.	.	PUNCT
bracis-33656	169	1	45	45	NUM
bracis-33656	169	2	,	,	PUNCT
bracis-33656	169	3	5–32	5–32	NUM
bracis-33656	169	4	(	(	PUNCT
bracis-33656	169	5	2001	2001	NUM
bracis-33656	169	6	)	)	PUNCT
bracis-33656	169	7	article	article	NOUN
bracis-33656	169	8	  	  	SPACE
bracis-33656	169	9	math	math	NOUN
bracis-33656	169	10	  	  	SPACE
bracis-33656	169	11	google	google	PROPN
bracis-33656	169	12	scholar	scholar	NOUN
bracis-33656	169	13	  	  	SPACE
bracis-33656	169	14	chen	chen	PROPN
bracis-33656	169	15	,	,	PUNCT
bracis-33656	169	16	t.	t.	PROPN
bracis-33656	169	17	,	,	PUNCT
bracis-33656	169	18	guestrin	guestrin	NOUN
bracis-33656	169	19	,	,	PUNCT
bracis-33656	169	20	c.	c.	PROPN
bracis-33656	169	21	:	:	PUNCT
bracis-33656	169	22	xgboost	xgboost	ADV
bracis-33656	169	23	:	:	PUNCT
bracis-33656	169	24	a	a	DET
bracis-33656	169	25	scalable	scalable	ADJ
bracis-33656	169	26	tree	tree	NOUN
bracis-33656	169	27	boosting	boost	VERB
bracis-33656	169	28	system	system	NOUN
bracis-33656	169	29	.	.	PUNCT
bracis-33656	170	1	in	in	ADP
bracis-33656	170	2	:	:	PUNCT
bracis-33656	170	3	proceedings	proceeding	NOUN
bracis-33656	170	4	of	of	ADP
bracis-33656	170	5	the	the	DET
bracis-33656	170	6	22nd	22nd	PROPN
bracis-33656	170	7	acm	acm	PROPN
bracis-33656	170	8	sigkdd	sigkdd	PROPN
bracis-33656	170	9	international	international	ADJ
bracis-33656	170	10	conference	conference	NOUN
bracis-33656	170	11	on	on	ADP
bracis-33656	170	12	knowledge	knowledge	NOUN
bracis-33656	170	13	discovery	discovery	PROPN
bracis-33656	170	14	and	and	CCONJ
bracis-33656	170	15	data	datum	NOUN
bracis-33656	170	16	mining	mining	NOUN
bracis-33656	170	17	,	,	PUNCT
bracis-33656	170	18	pp	pp	ADP
bracis-33656	170	19	.	.	PUNCT
bracis-33656	171	1	785–794	785–794	NUM
bracis-33656	171	2	.	.	PUNCT
bracis-33656	172	1	acm	acm	PROPN
bracis-33656	172	2	,	,	PUNCT
bracis-33656	172	3	new	new	PROPN
bracis-33656	172	4	york	york	PROPN
bracis-33656	172	5	(	(	PUNCT
bracis-33656	172	6	2016	2016	NUM
bracis-33656	172	7	)	)	PUNCT
bracis-33656	172	8	google	google	PROPN
bracis-33656	172	9	scholar	scholar	NOUN
bracis-33656	172	10	  	  	SPACE
bracis-33656	172	11	yi	yi	PROPN
bracis-33656	172	12	,	,	PUNCT
bracis-33656	172	13	f.	f.	PROPN
bracis-33656	172	14	,	,	PUNCT
bracis-33656	172	15	yang	yang	PROPN
bracis-33656	172	16	,	,	PUNCT
bracis-33656	172	17	h.	h.	PROPN
bracis-33656	172	18	,	,	PUNCT
bracis-33656	172	19	chen	chen	PROPN
bracis-33656	172	20	,	,	PUNCT
bracis-33656	172	21	d.	d.	PROPN
bracis-33656	172	22	,	,	PUNCT
bracis-33656	172	23	et	et	PROPN
bracis-33656	172	24	al	al	PROPN
bracis-33656	172	25	.	.	PUNCT
bracis-33656	172	26	:	:	PUNCT
bracis-33656	173	1	xgboost	xgboost	PROPN
bracis-33656	173	2	-	-	PUNCT
bracis-33656	173	3	shap	shap	NOUN
bracis-33656	173	4	-	-	PUNCT
bracis-33656	173	5	based	base	VERB
bracis-33656	173	6	interpretable	interpretable	ADJ
bracis-33656	173	7	diagnostic	diagnostic	ADJ
bracis-33656	173	8	framework	framework	NOUN
bracis-33656	173	9	for	for	ADP
bracis-33656	173	10	alzheimer	alzheimer	PROPN
bracis-33656	173	11	’s	’s	PART
bracis-33656	173	12	disease	disease	NOUN
bracis-33656	173	13	.	.	PUNCT
bracis-33656	174	1	bmc	bmc	PROPN
bracis-33656	174	2	med	med	PROPN
bracis-33656	174	3	.	.	PUNCT
bracis-33656	175	1	inform	inform	NOUN
bracis-33656	175	2	.	.	PUNCT
bracis-33656	176	1	decis	decis	PROPN
bracis-33656	176	2	.	.	PROPN
bracis-33656	176	3	mak	mak	PROPN
bracis-33656	176	4	.	.	PUNCT
bracis-33656	176	5	23(137	23(137	NOUN
bracis-33656	176	6	)	)	PUNCT
bracis-33656	176	7	,	,	PUNCT
bracis-33656	176	8	1–14	1–14	PROPN
bracis-33656	176	9	(	(	PUNCT
bracis-33656	176	10	2023	2023	NUM
bracis-33656	176	11	)	)	PUNCT
bracis-33656	176	12	math	math	NOUN
bracis-33656	176	13	  	  	SPACE
bracis-33656	176	14	google	google	PROPN
bracis-33656	176	15	scholar	scholar	NOUN
bracis-33656	176	16	  	  	SPACE
bracis-33656	176	17	tan	tan	PROPN
bracis-33656	176	18	,	,	PUNCT
bracis-33656	176	19	b.	b.	PROPN
bracis-33656	176	20	,	,	PUNCT
bracis-33656	176	21	gan	gan	PROPN
bracis-33656	176	22	,	,	PUNCT
bracis-33656	176	23	z.	z.	PROPN
bracis-33656	176	24	,	,	PUNCT
bracis-33656	176	25	wu	wu	PROPN
bracis-33656	176	26	,	,	PUNCT
bracis-33656	176	27	y.	y.	PROPN
bracis-33656	176	28	:	:	PUNCT
bracis-33656	176	29	the	the	DET
bracis-33656	176	30	measurement	measurement	NOUN
bracis-33656	176	31	and	and	CCONJ
bracis-33656	176	32	early	early	ADJ
bracis-33656	176	33	warning	warning	NOUN
bracis-33656	176	34	of	of	ADP
bracis-33656	176	35	daily	daily	ADJ
bracis-33656	176	36	financial	financial	ADJ
bracis-33656	176	37	stability	stability	NOUN
bracis-33656	176	38	index	index	NOUN
bracis-33656	176	39	based	base	VERB
bracis-33656	176	40	on	on	ADP
bracis-33656	176	41	xgboost	xgboost	ADV
bracis-33656	176	42	and	and	CCONJ
bracis-33656	176	43	shap	shap	NOUN
bracis-33656	176	44	:	:	PUNCT
bracis-33656	176	45	evidence	evidence	NOUN
bracis-33656	176	46	from	from	ADP
bracis-33656	176	47	china	china	PROPN
bracis-33656	176	48	.	.	PUNCT
bracis-33656	177	1	expert	expert	PROPN
bracis-33656	177	2	syst	syst	PROPN
bracis-33656	177	3	.	.	PUNCT
bracis-33656	178	1	appl	appl	PROPN
bracis-33656	178	2	.	.	PROPN
bracis-33656	179	1	227	227	NUM
bracis-33656	179	2	,	,	PUNCT
bracis-33656	179	3	120325	120325	NUM
bracis-33656	179	4	(	(	PUNCT
bracis-33656	179	5	2023	2023	NUM
bracis-33656	179	6	)	)	PUNCT
bracis-33656	179	7	article	article	NOUN
bracis-33656	179	8	  	  	SPACE
bracis-33656	179	9	google	google	PROPN
bracis-33656	179	10	scholar	scholar	NOUN
bracis-33656	179	11	  	  	SPACE
bracis-33656	179	12	hatami	hatami	NOUN
bracis-33656	179	13	,	,	PUNCT
bracis-33656	179	14	f.	f.	PROPN
bracis-33656	179	15	,	,	PUNCT
bracis-33656	179	16	rahman	rahman	PROPN
bracis-33656	179	17	,	,	PUNCT
bracis-33656	179	18	m.	m.	NOUN
bracis-33656	179	19	,	,	PUNCT
bracis-33656	179	20	nikparvar	nikparvar	NOUN
bracis-33656	179	21	,	,	PUNCT
bracis-33656	179	22	b.	b.	PROPN
bracis-33656	179	23	,	,	PUNCT
bracis-33656	179	24	thill	thill	PROPN
bracis-33656	179	25	,	,	PUNCT
bracis-33656	179	26	j.-c	j.-c	PROPN
bracis-33656	179	27	.	.	PUNCT
bracis-33656	180	1	:	:	PUNCT
bracis-33656	180	2	non	non	ADJ
bracis-33656	180	3	-	-	ADJ
bracis-33656	180	4	linear	linear	ADJ
bracis-33656	180	5	associations	association	NOUN
bracis-33656	180	6	between	between	ADP
bracis-33656	180	7	the	the	DET
bracis-33656	180	8	urban	urban	ADJ
bracis-33656	180	9	built	build	VERB
bracis-33656	180	10	environment	environment	NOUN
bracis-33656	180	11	and	and	CCONJ
bracis-33656	180	12	commuting	commuting	NOUN
bracis-33656	180	13	modal	modal	ADJ
bracis-33656	180	14	split	split	NOUN
bracis-33656	180	15	:	:	PUNCT
bracis-33656	180	16	a	a	DET
bracis-33656	180	17	random	random	ADJ
bracis-33656	180	18	forest	forest	NOUN
bracis-33656	180	19	approach	approach	NOUN
bracis-33656	180	20	and	and	CCONJ
bracis-33656	180	21	shap	shap	PROPN
bracis-33656	180	22	evaluation	evaluation	NOUN
bracis-33656	180	23	.	.	PUNCT
bracis-33656	181	1	ieee	ieee	NOUN
bracis-33656	181	2	access	access	NOUN
bracis-33656	181	3	11	11	NUM
bracis-33656	181	4	,	,	PUNCT
bracis-33656	181	5	12649–12662	12649–12662	NUM
bracis-33656	181	6	(	(	PUNCT
bracis-33656	181	7	2023	2023	NUM
bracis-33656	181	8	)	)	PUNCT
bracis-33656	181	9	article	article	NOUN
bracis-33656	181	10	  	  	SPACE
bracis-33656	181	11	google	google	PROPN
bracis-33656	181	12	scholar	scholar	NOUN
bracis-33656	181	13	  	  	SPACE
bracis-33656	181	14	andrade	andrade	PROPN
bracis-33656	181	15	,	,	PUNCT
bracis-33656	181	16	j.	j.	PROPN
bracis-33656	181	17	,	,	PUNCT
bracis-33656	181	18	de	de	PROPN
bracis-33656	181	19	souza	souza	PROPN
bracis-33656	181	20	junior	junior	PROPN
bracis-33656	181	21	,	,	PUNCT
bracis-33656	181	22	t.	t.	PROPN
bracis-33656	181	23	,	,	PUNCT
bracis-33656	181	24	silva	silva	PROPN
bracis-33656	181	25	,	,	PUNCT
bracis-33656	181	26	l.	l.	PROPN
bracis-33656	181	27	lucena	lucena	PROPN
bracis-33656	181	28	,	,	PUNCT
bracis-33656	181	29	d.	d.	PROPN
bracis-33656	181	30	,	,	PUNCT
bracis-33656	181	31	fernandes	fernandes	PROPN
bracis-33656	181	32	,	,	PUNCT
bracis-33656	181	33	b.	b.	PROPN
bracis-33656	181	34	:	:	PUNCT
bracis-33656	181	35	assessing	assess	VERB
bracis-33656	181	36	the	the	DET
bracis-33656	181	37	effect	effect	NOUN
bracis-33656	181	38	of	of	ADP
bracis-33656	181	39	urban	urban	ADJ
bracis-33656	181	40	expansion	expansion	NOUN
bracis-33656	181	41	and	and	CCONJ
bracis-33656	181	42	deforestation	deforestation	NOUN
bracis-33656	181	43	on	on	ADP
bracis-33656	181	44	temperature	temperature	NOUN
bracis-33656	181	45	rise	rise	NOUN
bracis-33656	181	46	in	in	ADP
bracis-33656	181	47	cajazeiras	cajazeira	NOUN
bracis-33656	181	48	,	,	PUNCT
bracis-33656	181	49	brazil	brazil	PROPN
bracis-33656	181	50	:	:	PUNCT
bracis-33656	181	51	a	a	DET
bracis-33656	181	52	data	data	NOUN
bracis-33656	181	53	-	-	PUNCT
bracis-33656	181	54	driven	drive	VERB
bracis-33656	181	55	approach	approach	NOUN
bracis-33656	181	56	.	.	PUNCT
bracis-33656	182	1	in	in	ADP
bracis-33656	182	2	:	:	PUNCT
bracis-33656	182	3	2023	2023	NUM
bracis-33656	182	4	ieee	ieee	NOUN
bracis-33656	182	5	la	la	PROPN
bracis-33656	182	6	-	-	PROPN
bracis-33656	182	7	cci	cci	PROPN
bracis-33656	182	8	,	,	PUNCT
bracis-33656	182	9	pp	pp	ADJ
bracis-33656	182	10	.	.	PUNCT
bracis-33656	183	1	1–6	1–6	NUM
bracis-33656	183	2	.	.	X
bracis-33656	184	1	ieee	ieee	PROPN
bracis-33656	184	2	,	,	PUNCT
bracis-33656	184	3	recife	recife	NOUN
bracis-33656	184	4	(	(	PUNCT
bracis-33656	184	5	2023	2023	NUM
bracis-33656	184	6	)	)	PUNCT
bracis-33656	184	7	google	google	PROPN
bracis-33656	184	8	scholar	scholar	NOUN
bracis-33656	184	9	  	  	SPACE
bracis-33656	184	10	zhang	zhang	PROPN
bracis-33656	184	11	,	,	PUNCT
bracis-33656	184	12	j.	j.	PROPN
bracis-33656	184	13	,	,	PUNCT
bracis-33656	184	14	et	et	PROPN
bracis-33656	184	15	al	al	PROPN
bracis-33656	184	16	.	.	PUNCT
bracis-33656	184	17	:	:	PUNCT
bracis-33656	185	1	insights	insight	NOUN
bracis-33656	185	2	into	into	ADP
bracis-33656	185	3	geospatial	geospatial	ADJ
bracis-33656	185	4	heterogeneity	heterogeneity	NOUN
bracis-33656	185	5	of	of	ADP
bracis-33656	185	6	landslide	landslide	NOUN
bracis-33656	185	7	susceptibility	susceptibility	NOUN
bracis-33656	185	8	based	base	VERB
bracis-33656	185	9	on	on	ADP
bracis-33656	185	10	the	the	DET
bracis-33656	185	11	shap	shap	NOUN
bracis-33656	185	12	-	-	PUNCT
bracis-33656	185	13	xgboost	xgboost	PROPN
bracis-33656	185	14	model	model	PROPN
bracis-33656	185	15	.	.	PUNCT
bracis-33656	186	1	j.	j.	PROPN
bracis-33656	186	2	environ	environ	PROPN
bracis-33656	186	3	.	.	PUNCT
bracis-33656	186	4	manage	manage	VERB
bracis-33656	186	5	.	.	PUNCT
bracis-33656	187	1	332	332	NUM
bracis-33656	187	2	,	,	PUNCT
bracis-33656	187	3	117357	117357	NUM
bracis-33656	187	4	(	(	PUNCT
bracis-33656	187	5	2023	2023	NUM
bracis-33656	187	6	)	)	PUNCT
bracis-33656	187	7	article	article	NOUN
bracis-33656	187	8	  	  	SPACE
bracis-33656	187	9	google	google	PROPN
bracis-33656	187	10	scholar	scholar	NOUN
bracis-33656	187	11	  	  	SPACE
bracis-33656	187	12	van	van	PROPN
bracis-33656	187	13	,	,	PUNCT
bracis-33656	187	14	l.	l.	PROPN
bracis-33656	187	15	,	,	PUNCT
bracis-33656	187	16	tran	tran	PROPN
bracis-33656	187	17	,	,	PUNCT
bracis-33656	187	18	v.	v.	PROPN
bracis-33656	187	19	,	,	PUNCT
bracis-33656	187	20	nguyen	nguyen	NOUN
bracis-33656	187	21	,	,	PUNCT
bracis-33656	187	22	g.	g.	PROPN
bracis-33656	187	23	,	,	PUNCT
bracis-33656	187	24	yeon	yeon	PROPN
bracis-33656	187	25	,	,	PUNCT
bracis-33656	187	26	m.	m.	NOUN
bracis-33656	187	27	,	,	PUNCT
bracis-33656	187	28	do	do	AUX
bracis-33656	187	29	,	,	PUNCT
bracis-33656	187	30	m.	m.	NOUN
bracis-33656	187	31	,	,	PUNCT
bracis-33656	187	32	lee	lee	PROPN
bracis-33656	187	33	,	,	PUNCT
bracis-33656	187	34	g.	g.	PROPN
bracis-33656	187	35	:	:	PUNCT
bracis-33656	187	36	enhancing	enhance	VERB
bracis-33656	187	37	wildfire	wildfire	NOUN
bracis-33656	187	38	mapping	mapping	NOUN
bracis-33656	187	39	accuracy	accuracy	NOUN
bracis-33656	187	40	using	use	VERB
bracis-33656	187	41	mono	mono	NOUN
bracis-33656	187	42	-	-	PUNCT
bracis-33656	187	43	temporal	temporal	ADJ
bracis-33656	187	44	sentinel-2	sentinel-2	ADJ
bracis-33656	187	45	data	datum	NOUN
bracis-33656	187	46	:	:	PUNCT
bracis-33656	187	47	a	a	DET
bracis-33656	187	48	novel	novel	ADJ
bracis-33656	187	49	approach	approach	NOUN
bracis-33656	187	50	through	through	ADP
bracis-33656	187	51	qualitative	qualitative	ADJ
bracis-33656	187	52	and	and	CCONJ
bracis-33656	187	53	quantitative	quantitative	ADJ
bracis-33656	187	54	feature	feature	NOUN
bracis-33656	187	55	selection	selection	NOUN
bracis-33656	187	56	with	with	ADP
bracis-33656	187	57	explainable	explainable	ADJ
bracis-33656	187	58	ai	ai	NOUN
bracis-33656	187	59	.	.	PUNCT
bracis-33656	188	1	eco	eco	PROPN
bracis-33656	188	2	.	.	PUNCT
bracis-33656	189	1	inform	inform	NOUN
bracis-33656	189	2	.	.	PUNCT
bracis-33656	190	1	81	81	NUM
bracis-33656	190	2	,	,	PUNCT
bracis-33656	190	3	102601	102601	NUM
bracis-33656	190	4	(	(	PUNCT
bracis-33656	190	5	2024	2024	NUM
bracis-33656	190	6	)	)	PUNCT
bracis-33656	190	7	article	article	NOUN
bracis-33656	190	8	  	  	SPACE
bracis-33656	190	9	math	math	NOUN
bracis-33656	190	10	  	  	SPACE
bracis-33656	190	11	google	google	PROPN
bracis-33656	190	12	scholar	scholar	NOUN
bracis-33656	190	13	  	  	SPACE
bracis-33656	190	14	zhang	zhang	PROPN
bracis-33656	190	15	,	,	PUNCT
bracis-33656	190	16	b.	b.	PROPN
bracis-33656	190	17	,	,	PUNCT
bracis-33656	190	18	salem	salem	PROPN
bracis-33656	190	19	,	,	PUNCT
bracis-33656	190	20	f.	f.	PROPN
bracis-33656	190	21	,	,	PUNCT
bracis-33656	190	22	hayes	hayes	PROPN
bracis-33656	190	23	,	,	PUNCT
bracis-33656	190	24	m.	m.	NOUN
bracis-33656	190	25	,	,	PUNCT
bracis-33656	190	26	smith	smith	PROPN
bracis-33656	190	27	,	,	PUNCT
bracis-33656	190	28	k.	k.	PROPN
bracis-33656	190	29	,	,	PUNCT
bracis-33656	190	30	tadesse	tadesse	INTJ
bracis-33656	190	31	,	,	PUNCT
bracis-33656	190	32	t.	t.	PROPN
bracis-33656	190	33	,	,	PUNCT
bracis-33656	190	34	wardlow	wardlow	NOUN
bracis-33656	190	35	,	,	PUNCT
bracis-33656	190	36	b.	b.	NOUN
bracis-33656	190	37	:	:	PUNCT
bracis-33656	190	38	explainable	explainable	ADJ
bracis-33656	190	39	machine	machine	NOUN
bracis-33656	190	40	learning	learn	VERB
bracis-33656	190	41	for	for	ADP
bracis-33656	190	42	the	the	DET
bracis-33656	190	43	prediction	prediction	NOUN
bracis-33656	190	44	and	and	CCONJ
bracis-33656	190	45	assessment	assessment	NOUN
bracis-33656	190	46	of	of	ADP
bracis-33656	190	47	complex	complex	ADJ
bracis-33656	190	48	drought	drought	NOUN
bracis-33656	190	49	impacts	impact	NOUN
bracis-33656	190	50	.	.	PUNCT
bracis-33656	191	1	sci	sci	PROPN
bracis-33656	191	2	.	.	PUNCT
bracis-33656	191	3	total	total	PROPN
bracis-33656	191	4	environ	environ	PROPN
bracis-33656	191	5	.	.	PROPN
bracis-33656	191	6	898	898	NUM
bracis-33656	191	7	,	,	PUNCT
bracis-33656	191	8	165509	165509	NUM
bracis-33656	191	9	(	(	PUNCT
bracis-33656	191	10	2023	2023	NUM
bracis-33656	191	11	)	)	PUNCT
bracis-33656	191	12	article	article	NOUN
bracis-33656	191	13	  	  	SPACE
bracis-33656	191	14	google	google	PROPN
bracis-33656	191	15	scholar	scholar	NOUN
bracis-33656	191	16	  	  	SPACE
bracis-33656	191	17	liu	liu	PROPN
bracis-33656	191	18	,	,	PUNCT
bracis-33656	191	19	s.	s.	PROPN
bracis-33656	191	20	,	,	PUNCT
bracis-33656	191	21	et	et	PROPN
bracis-33656	191	22	al	al	PROPN
bracis-33656	191	23	.	.	PUNCT
bracis-33656	191	24	:	:	PUNCT
bracis-33656	192	1	evaluation	evaluation	NOUN
bracis-33656	192	2	of	of	ADP
bracis-33656	192	3	tropical	tropical	ADJ
bracis-33656	192	4	cyclone	cyclone	NOUN
bracis-33656	192	5	disaster	disaster	NOUN
bracis-33656	192	6	loss	loss	NOUN
bracis-33656	192	7	using	use	VERB
bracis-33656	192	8	machine	machine	NOUN
bracis-33656	192	9	learning	learn	VERB
bracis-33656	192	10	algorithms	algorithm	NOUN
bracis-33656	192	11	with	with	ADP
bracis-33656	192	12	an	an	DET
bracis-33656	192	13	explainable	explainable	ADJ
bracis-33656	192	14	artificial	artificial	ADJ
bracis-33656	192	15	intelligence	intelligence	NOUN
bracis-33656	192	16	approach	approach	NOUN
bracis-33656	192	17	.	.	PUNCT
bracis-33656	193	1	sustainability	sustainability	NOUN
bracis-33656	193	2	15	15	NUM
bracis-33656	193	3	,	,	PUNCT
bracis-33656	193	4	12261	12261	NUM
bracis-33656	193	5	(	(	PUNCT
bracis-33656	193	6	2023	2023	NUM
bracis-33656	193	7	)	)	PUNCT
bracis-33656	193	8	article	article	NOUN
bracis-33656	193	9	  	  	SPACE
bracis-33656	193	10	google	google	PROPN
bracis-33656	193	11	scholar	scholar	NOUN
bracis-33656	193	12	  	  	SPACE
bracis-33656	193	13	wang	wang	PROPN
bracis-33656	193	14	,	,	PUNCT
bracis-33656	193	15	m.	m.	NOUN
bracis-33656	193	16	,	,	PUNCT
bracis-33656	193	17	et	et	PROPN
bracis-33656	193	18	al	al	PROPN
bracis-33656	193	19	.	.	PROPN
bracis-33656	193	20	:	:	PUNCT
bracis-33656	194	1	an	an	DET
bracis-33656	194	2	xgboost	xgboost	PROPN
bracis-33656	194	3	-	-	PUNCT
bracis-33656	194	4	shap	shap	NOUN
bracis-33656	194	5	approach	approach	NOUN
bracis-33656	194	6	to	to	ADP
bracis-33656	194	7	quantifying	quantify	VERB
bracis-33656	194	8	morphological	morphological	ADJ
bracis-33656	194	9	impact	impact	NOUN
bracis-33656	194	10	on	on	ADP
bracis-33656	194	11	urban	urban	ADJ
bracis-33656	194	12	flooding	flooding	NOUN
bracis-33656	194	13	susceptibility	susceptibility	NOUN
bracis-33656	194	14	.	.	PUNCT
bracis-33656	195	1	ecol	ecol	NOUN
bracis-33656	195	2	.	.	PUNCT
bracis-33656	196	1	ind	ind	NOUN
bracis-33656	196	2	.	.	PUNCT
bracis-33656	197	1	156	156	NUM
bracis-33656	197	2	,	,	PUNCT
bracis-33656	197	3	111137	111137	NUM
bracis-33656	197	4	(	(	PUNCT
bracis-33656	197	5	2023	2023	NUM
bracis-33656	197	6	)	)	PUNCT
bracis-33656	197	7	article	article	NOUN
bracis-33656	197	8	  	  	SPACE
bracis-33656	197	9	math	math	NOUN
bracis-33656	197	10	  	  	SPACE
bracis-33656	197	11	google	google	PROPN
bracis-33656	197	12	scholar	scholar	NOUN
bracis-33656	197	13	  	  	SPACE
bracis-33656	197	14	highland	highland	PROPN
bracis-33656	197	15	,	,	PUNCT
bracis-33656	197	16	l.m	l.m	PROPN
bracis-33656	197	17	.	.	PROPN
bracis-33656	197	18	,	,	PUNCT
bracis-33656	197	19	bobrowsky	bobrowsky	PROPN
bracis-33656	197	20	,	,	PUNCT
bracis-33656	197	21	p.	p.	NOUN
bracis-33656	197	22	:	:	PUNCT
bracis-33656	197	23	the	the	DET
bracis-33656	197	24	landslide	landslide	NOUN
bracis-33656	197	25	handbook	handbook	NOUN
bracis-33656	197	26	—	—	PUNCT
bracis-33656	197	27	a	a	DET
bracis-33656	197	28	guide	guide	NOUN
bracis-33656	197	29	to	to	ADP
bracis-33656	197	30	understanding	understand	VERB
bracis-33656	197	31	landslides	landslide	NOUN
bracis-33656	197	32	.	.	PUNCT
bracis-33656	198	1	u.s	u.s	PROPN
bracis-33656	198	2	.	.	PROPN
bracis-33656	198	3	geological	geological	ADJ
bracis-33656	198	4	survey	survey	NOUN
bracis-33656	198	5	circular	circular	ADJ
bracis-33656	198	6	,	,	PUNCT
bracis-33656	198	7	vol	vol	NOUN
bracis-33656	198	8	.	.	PUNCT
bracis-33656	198	9	1325	1325	NUM
bracis-33656	198	10	(	(	PUNCT
bracis-33656	198	11	2008	2008	NUM
bracis-33656	198	12	)	)	PUNCT
bracis-33656	198	13	google	google	PROPN
bracis-33656	198	14	scholar	scholar	NOUN
bracis-33656	198	15	  	  	SPACE
bracis-33656	198	16	wu	wu	PROPN
bracis-33656	198	17	,	,	PUNCT
bracis-33656	198	18	x.	x.	PROPN
bracis-33656	198	19	,	,	PUNCT
bracis-33656	198	20	et	et	PROPN
bracis-33656	198	21	al	al	PROPN
bracis-33656	198	22	.	.	PUNCT
bracis-33656	198	23	:	:	PUNCT
bracis-33656	199	1	top	top	ADJ
bracis-33656	199	2	10	10	NUM
bracis-33656	199	3	algorithms	algorithm	NOUN
bracis-33656	199	4	in	in	ADP
bracis-33656	199	5	data	datum	NOUN
bracis-33656	199	6	mining	mining	NOUN
bracis-33656	199	7	.	.	PUNCT
bracis-33656	200	1	knowl	knowl	PROPN
bracis-33656	200	2	.	.	PUNCT
bracis-33656	201	1	inf	inf	PROPN
bracis-33656	201	2	.	.	PUNCT
bracis-33656	201	3	syst	syst	PROPN
bracis-33656	201	4	.	.	PUNCT
bracis-33656	202	1	14(1	14(1	NUM
bracis-33656	202	2	)	)	PUNCT
bracis-33656	202	3	,	,	PUNCT
bracis-33656	202	4	1–37	1–37	PROPN
bracis-33656	202	5	(	(	PUNCT
bracis-33656	202	6	2008	2008	NUM
bracis-33656	202	7	)	)	PUNCT
bracis-33656	202	8	article	article	NOUN
bracis-33656	202	9	  	  	SPACE
bracis-33656	202	10	mathscinet	mathscinet	NOUN
bracis-33656	202	11	  	  	SPACE
bracis-33656	202	12	math	math	NOUN
bracis-33656	202	13	  	  	SPACE
bracis-33656	202	14	google	google	PROPN
bracis-33656	202	15	scholar	scholar	NOUN
bracis-33656	202	16	  	  	SPACE
bracis-33656	202	17	download	download	NOUN
bracis-33656	202	18	references	reference	NOUN
bracis-33656	202	19	acknowledgments	acknowledgment	NOUN
bracis-33656	202	20	this	this	DET
bracis-33656	202	21	study	study	NOUN
bracis-33656	202	22	was	be	AUX
bracis-33656	202	23	funded	fund	VERB
bracis-33656	202	24	by	by	ADP
bracis-33656	202	25	fapesp	fapesp	ADJ
bracis-33656	202	26	(	(	PUNCT
bracis-33656	202	27	processes	process	NOUN
bracis-33656	202	28	2022/09136	2022/09136	NUM
bracis-33656	202	29	-	-	SYM
bracis-33656	202	30	1	1	NUM
bracis-33656	202	31	and	and	CCONJ
bracis-33656	202	32	2023/03000	2023/03000	NUM
bracis-33656	202	33	-	-	SYM
bracis-33656	202	34	3	3	NUM
bracis-33656	202	35	)	)	PUNCT
bracis-33656	202	36	,	,	PUNCT
bracis-33656	202	37	cnpq	cnpq	NOUN
bracis-33656	202	38	(	(	PUNCT
bracis-33656	202	39	processes	process	NOUN
bracis-33656	202	40	316828/2023	316828/2023	NUM
bracis-33656	202	41	-	-	SYM
bracis-33656	202	42	8	8	NUM
bracis-33656	202	43	and	and	CCONJ
bracis-33656	202	44	144465/2023	144465/2023	NUM
bracis-33656	202	45	-	-	SYM
bracis-33656	202	46	0	0	NUM
bracis-33656	202	47	)	)	PUNCT
bracis-33656	202	48	and	and	CCONJ
bracis-33656	202	49	capes	cape	NOUN
bracis-33656	202	50	.	.	PUNCT
bracis-33656	203	1	author	author	NOUN
bracis-33656	203	2	information	information	NOUN
bracis-33656	203	3	authors	author	NOUN
bracis-33656	203	4	and	and	CCONJ
bracis-33656	203	5	affiliations	affiliation	NOUN
bracis-33656	203	6	computer	computer	NOUN
bracis-33656	203	7	science	science	PROPN
bracis-33656	203	8	department	department	PROPN
bracis-33656	203	9	,	,	PUNCT
bracis-33656	203	10	ufscar	ufscar	NOUN
bracis-33656	203	11	,	,	PUNCT
bracis-33656	203	12	são	são	PROPN
bracis-33656	203	13	carlos	carlos	PROPN
bracis-33656	203	14	,	,	PUNCT
bracis-33656	203	15	sp	sp	PROPN
bracis-33656	203	16	,	,	PUNCT
bracis-33656	203	17	brazil	brazil	PROPN
bracis-33656	203	18	lucas	lucas	PROPN
bracis-33656	203	19	teixeira	teixeira	PROPN
bracis-33656	203	20	,	,	PUNCT
bracis-33656	203	21	 	 	SPACE
bracis-33656	203	22	augusto	augusto	PROPN
bracis-33656	203	23	matos	matos	PROPN
bracis-33656	203	24	 	 	SPACE
bracis-33656	203	25	&	&	CCONJ
bracis-33656	203	26	 	 	SPACE
bracis-33656	203	27	heloisa	heloisa	NOUN
bracis-33656	203	28	camargo	camargo	PROPN
bracis-33656	203	29	department	department	PROPN
bracis-33656	203	30	of	of	ADP
bracis-33656	203	31	environmental	environmental	PROPN
bracis-33656	203	32	sciences	sciences	PROPN
bracis-33656	203	33	,	,	PUNCT
bracis-33656	203	34	ufscar	ufscar	NOUN
bracis-33656	203	35	,	,	PUNCT
bracis-33656	203	36	são	são	PROPN
bracis-33656	203	37	carlos	carlos	PROPN
bracis-33656	203	38	,	,	PUNCT
bracis-33656	203	39	sp	sp	PROPN
bracis-33656	203	40	,	,	PUNCT
bracis-33656	203	41	brazil	brazil	PROPN
bracis-33656	203	42	gabriel	gabriel	PROPN
bracis-33656	203	43	carvalho	carvalho	PROPN
bracis-33656	203	44	 	 	SPACE
bracis-33656	203	45	&	&	CCONJ
bracis-33656	203	46	 	 	SPACE
bracis-33656	203	47	norma	norma	PROPN
bracis-33656	203	48	valencio	valencio	PROPN
bracis-33656	203	49	authors	author	NOUN
bracis-33656	203	50	lucas	lucas	PROPN
bracis-33656	203	51	teixeiraview	teixeiraview	PROPN
bracis-33656	203	52	author	author	NOUN
bracis-33656	203	53	publications	publication	NOUN
bracis-33656	203	54	search	search	NOUN
bracis-33656	203	55	author	author	NOUN
bracis-33656	203	56	on	on	ADP
bracis-33656	203	57	:	:	PUNCT
bracis-33656	203	58	pubmed	pubmed	PROPN
bracis-33656	203	59	 	 	SPACE
bracis-33656	203	60	google	google	PROPN
bracis-33656	203	61	scholar	scholar	NOUN
bracis-33656	203	62	augusto	augusto	NOUN
bracis-33656	203	63	matosview	matosview	ADJ
bracis-33656	203	64	author	author	NOUN
bracis-33656	203	65	publications	publication	NOUN
bracis-33656	203	66	search	search	NOUN
bracis-33656	203	67	author	author	NOUN
bracis-33656	203	68	on	on	ADP
bracis-33656	203	69	:	:	PUNCT
bracis-33656	203	70	pubmed	pubmed	PROPN
bracis-33656	203	71	 	 	SPACE
bracis-33656	203	72	google	google	PROPN
bracis-33656	203	73	scholar	scholar	PROPN
bracis-33656	203	74	gabriel	gabriel	PROPN
bracis-33656	203	75	carvalhoview	carvalhoview	PROPN
bracis-33656	203	76	author	author	NOUN
bracis-33656	203	77	publications	publication	NOUN
bracis-33656	203	78	search	search	NOUN
bracis-33656	203	79	author	author	NOUN
bracis-33656	203	80	on	on	ADP
bracis-33656	203	81	:	:	PUNCT
bracis-33656	203	82	pubmed	pubmed	PROPN
bracis-33656	203	83	 	 	SPACE
bracis-33656	203	84	google	google	PROPN
bracis-33656	203	85	scholar	scholar	PROPN
bracis-33656	203	86	norma	norma	PROPN
bracis-33656	203	87	valencioview	valencioview	PROPN
bracis-33656	203	88	author	author	NOUN
bracis-33656	203	89	publications	publication	NOUN
bracis-33656	203	90	search	search	NOUN
bracis-33656	203	91	author	author	NOUN
bracis-33656	203	92	on	on	ADP
bracis-33656	203	93	:	:	PUNCT
bracis-33656	203	94	pubmed	pubmed	PROPN
bracis-33656	203	95	 	 	SPACE
bracis-33656	203	96	google	google	PROPN
bracis-33656	203	97	scholar	scholar	NOUN
bracis-33656	203	98	heloisa	heloisa	NOUN
bracis-33656	203	99	camargoview	camargoview	NOUN
bracis-33656	203	100	author	author	NOUN
bracis-33656	203	101	publications	publication	NOUN
bracis-33656	203	102	search	search	NOUN
bracis-33656	203	103	author	author	NOUN
bracis-33656	203	104	on	on	ADP
bracis-33656	203	105	:	:	PUNCT
bracis-33656	203	106	pubmed	pubmed	PROPN
bracis-33656	203	107	 	 	SPACE
bracis-33656	203	108	google	google	PROPN
bracis-33656	203	109	scholar	scholar	NOUN
bracis-33656	203	110	corresponding	correspond	VERB
bracis-33656	203	111	author	author	NOUN
bracis-33656	203	112	correspondence	correspondence	NOUN
bracis-33656	203	113	to	to	ADP
bracis-33656	203	114	heloisa	heloisa	NOUN
bracis-33656	203	115	camargo	camargo	PROPN
bracis-33656	203	116	.	.	PUNCT
bracis-33656	204	1	editor	editor	NOUN
bracis-33656	204	2	information	information	NOUN
bracis-33656	204	3	editors	editor	NOUN
bracis-33656	204	4	and	and	CCONJ
bracis-33656	204	5	affiliations	affiliation	NOUN
bracis-33656	204	6	universidade	universidade	VERB
bracis-33656	204	7	federal	federal	PROPN
bracis-33656	204	8	fluminense	fluminense	PROPN
bracis-33656	204	9	,	,	PUNCT
bracis-33656	204	10	niterói	niterói	PROPN
bracis-33656	204	11	,	,	PUNCT
bracis-33656	204	12	brazil	brazil	PROPN
bracis-33656	204	13	aline	aline	PROPN
bracis-33656	204	14	paes	paes	PROPN
bracis-33656	204	15	instituto	instituto	PROPN
bracis-33656	204	16	tecnológico	tecnológico	PROPN
bracis-33656	204	17	de	de	PROPN
bracis-33656	204	18	aeronáutica	aeronáutica	PROPN
bracis-33656	204	19	,	,	PUNCT
bracis-33656	204	20	são	são	PROPN
bracis-33656	204	21	josé	josé	PROPN
bracis-33656	204	22	dos	dos	PROPN
bracis-33656	204	23	campos	campos	PROPN
bracis-33656	204	24	,	,	PUNCT
bracis-33656	204	25	brazil	brazil	PROPN
bracis-33656	204	26	filipe	filipe	PROPN
bracis-33656	204	27	a.	a.	PROPN
bracis-33656	204	28	n.	n.	PROPN
bracis-33656	204	29	verri	verri	PROPN
bracis-33656	204	30	rights	right	NOUN
bracis-33656	204	31	and	and	CCONJ
bracis-33656	204	32	permissions	permission	NOUN
bracis-33656	204	33	reprints	reprint	NOUN
bracis-33656	204	34	and	and	CCONJ
bracis-33656	204	35	permissions	permission	VERB
bracis-33656	204	36	copyright	copyright	NOUN
bracis-33656	204	37	information	information	NOUN
bracis-33656	204	38	©	©	ADP
bracis-33656	204	39	2025	2025	NUM
bracis-33656	204	40	the	the	DET
bracis-33656	204	41	author(s	author(s	NOUN
bracis-33656	204	42	)	)	PUNCT
bracis-33656	204	43	,	,	PUNCT
bracis-33656	204	44	under	under	ADP
bracis-33656	204	45	exclusive	exclusive	ADJ
bracis-33656	204	46	license	license	NOUN
bracis-33656	204	47	to	to	ADP
bracis-33656	204	48	springer	springer	NOUN
bracis-33656	204	49	nature	nature	PROPN
bracis-33656	204	50	switzerland	switzerland	PROPN
bracis-33656	204	51	ag	ag	PROPN
bracis-33656	204	52	about	about	ADP
bracis-33656	204	53	this	this	DET
bracis-33656	204	54	paper	paper	NOUN
bracis-33656	204	55	cite	cite	VERB
bracis-33656	204	56	this	this	DET
bracis-33656	204	57	paper	paper	NOUN
bracis-33656	204	58	teixeira	teixeira	PROPN
bracis-33656	204	59	,	,	PUNCT
bracis-33656	204	60	l.	l.	PROPN
bracis-33656	204	61	,	,	PUNCT
bracis-33656	204	62	matos	matos	PROPN
bracis-33656	204	63	,	,	PUNCT
bracis-33656	204	64	a.	a.	NOUN
bracis-33656	204	65	,	,	PUNCT
bracis-33656	204	66	carvalho	carvalho	PROPN
bracis-33656	204	67	,	,	PUNCT
bracis-33656	204	68	g.	g.	PROPN
bracis-33656	204	69	,	,	PUNCT
bracis-33656	204	70	valencio	valencio	PROPN
bracis-33656	204	71	,	,	PUNCT
bracis-33656	204	72	n.	n.	NOUN
bracis-33656	204	73	,	,	PUNCT
bracis-33656	204	74	camargo	camargo	PROPN
bracis-33656	204	75	,	,	PUNCT
bracis-33656	204	76	h.	h.	PROPN
bracis-33656	204	77	(	(	PUNCT
bracis-33656	204	78	2025	2025	NUM
bracis-33656	204	79	)	)	PUNCT
bracis-33656	204	80	.	.	PUNCT
bracis-33656	205	1	explainability	explainability	NOUN
bracis-33656	205	2	of	of	ADP
bracis-33656	205	3	 	 	SPACE
bracis-33656	205	4	machine	machine	NOUN
bracis-33656	205	5	learning	learning	NOUN
bracis-33656	205	6	models	model	NOUN
bracis-33656	205	7	with	with	ADP
bracis-33656	205	8	 	 	SPACE
bracis-33656	205	9	xgboost	xgboost	ADV
bracis-33656	205	10	and	and	CCONJ
bracis-33656	205	11	 	 	SPACE
bracis-33656	205	12	shap	shap	NOUN
bracis-33656	205	13	values	value	NOUN
bracis-33656	205	14	in	in	ADP
bracis-33656	205	15	 	 	SPACE
bracis-33656	205	16	the	the	DET
bracis-33656	205	17	 	 	SPACE
bracis-33656	205	18	context	context	NOUN
bracis-33656	205	19	of	of	ADP
bracis-33656	205	20	 	 	SPACE
bracis-33656	205	21	coping	cope	VERB
bracis-33656	205	22	with	with	ADP
bracis-33656	205	23	 	 	SPACE
bracis-33656	205	24	disasters	disaster	NOUN
bracis-33656	205	25	.	.	PUNCT
bracis-33656	206	1	in	in	ADP
bracis-33656	206	2	:	:	PUNCT
bracis-33656	206	3	paes	paes	PROPN
bracis-33656	206	4	,	,	PUNCT
bracis-33656	206	5	a.	a.	PROPN
bracis-33656	206	6	,	,	PUNCT
bracis-33656	206	7	verri	verri	NOUN
bracis-33656	206	8	,	,	PUNCT
bracis-33656	206	9	f.a.n	f.a.n	ADJ
bracis-33656	206	10	.	.	PUNCT
bracis-33656	206	11	(	(	PUNCT
bracis-33656	206	12	eds	ed	NOUN
bracis-33656	206	13	)	)	PUNCT
bracis-33656	206	14	intelligent	intelligent	ADJ
bracis-33656	206	15	systems	system	NOUN
bracis-33656	206	16	.	.	PUNCT
bracis-33656	206	17	bracis	bracis	PROPN
bracis-33656	206	18	2024	2024	NUM
bracis-33656	206	19	.	.	PUNCT
bracis-33656	207	1	lecture	lecture	NOUN
bracis-33656	207	2	notes	note	NOUN
bracis-33656	207	3	in	in	ADP
bracis-33656	207	4	computer	computer	NOUN
bracis-33656	207	5	science	science	NOUN
bracis-33656	207	6	(	(	PUNCT
bracis-33656	207	7	)	)	PUNCT
bracis-33656	207	8	,	,	PUNCT
bracis-33656	207	9	vol	vol	NOUN
bracis-33656	207	10	15415	15415	NUM
bracis-33656	207	11	.	.	PUNCT
bracis-33656	208	1	springer	springer	NOUN
bracis-33656	208	2	,	,	PUNCT
bracis-33656	208	3	cham	cham	PROPN
bracis-33656	208	4	.	.	PUNCT
bracis-33656	209	1	https://doi.org/10.1007/978-3-031-79038-6_11	https://doi.org/10.1007/978-3-031-79038-6_11	PROPN
bracis-33656	209	2	download	download	NOUN
bracis-33656	209	3	citation	citation	NOUN
bracis-33656	209	4	.ris	.ris	PUNCT
bracis-33656	210	1	.enw	.enw	PROPN
bracis-33656	210	2	.bib	.bib	PUNCT
bracis-33656	211	1	doi	doi	PROPN
bracis-33656	211	2	:	:	PUNCT
bracis-33656	211	3	https://doi.org/10.1007/978-3-031-79038-6_11	https://doi.org/10.1007/978-3-031-79038-6_11	PROPN
bracis-33656	211	4	published	publish	VERB
bracis-33656	211	5	:	:	PUNCT
bracis-33656	211	6	31	31	NUM
bracis-33656	211	7	january	january	PROPN
bracis-33656	211	8	2025	2025	NUM
bracis-33656	211	9	publisher	publisher	NOUN
bracis-33656	211	10	name	name	NOUN
bracis-33656	211	11	:	:	PUNCT
bracis-33656	211	12	springer	springer	NOUN
bracis-33656	211	13	,	,	PUNCT
bracis-33656	211	14	cham	cham	PROPN
bracis-33656	211	15	print	print	PROPN
bracis-33656	211	16	isbn	isbn	PROPN
bracis-33656	211	17	:	:	PUNCT
bracis-33656	211	18	978	978	NUM
bracis-33656	211	19	-	-	SYM
bracis-33656	211	20	3	3	NUM
bracis-33656	211	21	-	-	PUNCT
bracis-33656	211	22	031	031	NUM
bracis-33656	211	23	-	-	PUNCT
bracis-33656	211	24	79037	79037	NUM
bracis-33656	211	25	-	-	SYM
bracis-33656	211	26	9	9	NUM
bracis-33656	211	27	online	online	ADJ
bracis-33656	211	28	isbn	isbn	NOUN
bracis-33656	211	29	:	:	PUNCT
bracis-33656	211	30	978	978	NUM
bracis-33656	211	31	-	-	SYM
bracis-33656	211	32	3	3	NUM
bracis-33656	211	33	-	-	PUNCT
bracis-33656	211	34	031	031	NUM
bracis-33656	211	35	-	-	PUNCT
bracis-33656	211	36	79038	79038	NUM
bracis-33656	211	37	-	-	SYM
bracis-33656	211	38	6	6	NUM
bracis-33656	211	39	ebook	ebook	NOUN
bracis-33656	211	40	packages	package	NOUN
bracis-33656	211	41	:	:	PUNCT
bracis-33656	211	42	computer	computer	NOUN
bracis-33656	211	43	sciencecomputer	sciencecomputer	NOUN
bracis-33656	211	44	science	science	NOUN
bracis-33656	211	45	(	(	PUNCT
bracis-33656	211	46	r0	r0	NOUN
bracis-33656	211	47	)	)	PUNCT
bracis-33656	211	48	share	share	VERB
bracis-33656	211	49	this	this	DET
bracis-33656	211	50	paper	paper	NOUN
bracis-33656	211	51	anyone	anyone	PRON
bracis-33656	211	52	you	you	PRON
bracis-33656	211	53	share	share	VERB
bracis-33656	211	54	the	the	DET
bracis-33656	211	55	following	follow	VERB
bracis-33656	211	56	link	link	NOUN
bracis-33656	211	57	with	with	ADP
bracis-33656	211	58	will	will	AUX
bracis-33656	211	59	be	be	AUX
bracis-33656	211	60	able	able	ADJ
bracis-33656	211	61	to	to	PART
bracis-33656	211	62	read	read	VERB
bracis-33656	211	63	this	this	DET
bracis-33656	211	64	content	content	NOUN
bracis-33656	211	65	:	:	PUNCT
bracis-33656	211	66	get	get	VERB
bracis-33656	211	67	shareable	shareable	ADJ
bracis-33656	211	68	linksorry	linksorry	NOUN
bracis-33656	211	69	,	,	PUNCT
bracis-33656	211	70	a	a	DET
bracis-33656	211	71	shareable	shareable	ADJ
bracis-33656	211	72	link	link	NOUN
bracis-33656	211	73	is	be	AUX
bracis-33656	211	74	not	not	PART
bracis-33656	211	75	currently	currently	ADV
bracis-33656	211	76	available	available	ADJ
bracis-33656	211	77	for	for	ADP
bracis-33656	211	78	this	this	DET
bracis-33656	211	79	article	article	NOUN
bracis-33656	211	80	.	.	PUNCT
bracis-33656	212	1	copy	copy	VERB
bracis-33656	212	2	shareable	shareable	ADJ
bracis-33656	212	3	link	link	NOUN
bracis-33656	212	4	to	to	PART
bracis-33656	212	5	clipboard	clipboard	NOUN
bracis-33656	212	6	provided	provide	VERB
bracis-33656	212	7	by	by	ADP
bracis-33656	212	8	the	the	DET
bracis-33656	212	9	springer	springer	NOUN
bracis-33656	212	10	nature	nature	PROPN
bracis-33656	212	11	sharedit	sharedit	PROPN
bracis-33656	212	12	content	content	NOUN
bracis-33656	212	13	-	-	PUNCT
bracis-33656	212	14	sharing	share	VERB
bracis-33656	212	15	initiative	initiative	NOUN
bracis-33656	212	16	keywords	keyword	NOUN
bracis-33656	212	17	machine	machine	NOUN
bracis-33656	212	18	learning	learn	VERB
bracis-33656	212	19	explainable	explainable	ADJ
bracis-33656	212	20	ai	ai	NOUN
bracis-33656	212	21	disasters	disaster	NOUN
bracis-33656	212	22	xgboost	xgboost	ADP
bracis-33656	212	23	shap	shap	PROPN
bracis-33656	212	24	values	value	NOUN
bracis-33656	212	25	sustainable	sustainable	ADJ
bracis-33656	212	26	development	development	NOUN
bracis-33656	212	27	goals	goal	NOUN
bracis-33656	212	28	publish	publish	VERB
bracis-33656	212	29	with	with	ADP
bracis-33656	212	30	us	us	PROPN
bracis-33656	212	31	policies	policy	NOUN
bracis-33656	212	32	and	and	CCONJ
bracis-33656	212	33	ethics	ethic	NOUN
bracis-33656	212	34	profiles	profile	NOUN
bracis-33656	212	35	heloisa	heloisa	NOUN
bracis-33656	212	36	camargo	camargo	NOUN
bracis-33656	212	37	view	view	PROPN
bracis-33656	212	38	author	author	NOUN
bracis-33656	212	39	profile	profile	NOUN
bracis-33656	212	40	search	search	NOUN
bracis-33656	212	41	search	search	NOUN
bracis-33656	212	42	by	by	ADP
bracis-33656	212	43	keyword	keyword	NOUN
bracis-33656	212	44	or	or	CCONJ
bracis-33656	212	45	author	author	NOUN
bracis-33656	212	46	search	search	NOUN
bracis-33656	212	47	navigation	navigation	NOUN
bracis-33656	212	48	find	find	VERB
bracis-33656	212	49	a	a	DET
bracis-33656	212	50	journal	journal	NOUN
bracis-33656	212	51	publish	publish	VERB
bracis-33656	212	52	with	with	ADP
bracis-33656	212	53	us	we	PRON
bracis-33656	212	54	track	track	VERB
bracis-33656	212	55	your	your	PRON
bracis-33656	212	56	research	research	NOUN
bracis-33656	212	57	discover	discover	VERB
bracis-33656	212	58	content	content	NOUN
bracis-33656	212	59	journals	journal	NOUN
bracis-33656	212	60	a	a	DET
bracis-33656	212	61	-	-	PUNCT
bracis-33656	212	62	z	z	NOUN
bracis-33656	212	63	books	book	NOUN
bracis-33656	212	64	a	a	DET
bracis-33656	212	65	-	-	PUNCT
bracis-33656	212	66	z	z	NOUN
bracis-33656	212	67	publish	publish	NOUN
bracis-33656	212	68	with	with	ADP
bracis-33656	212	69	us	us	PROPN
bracis-33656	212	70	journal	journal	PROPN
bracis-33656	212	71	finder	finder	PROPN
bracis-33656	212	72	publish	publish	VERB
bracis-33656	212	73	your	your	PRON
bracis-33656	212	74	research	research	NOUN
bracis-33656	212	75	language	language	NOUN
bracis-33656	212	76	editing	edit	VERB
bracis-33656	212	77	open	open	ADJ
bracis-33656	212	78	access	access	NOUN
bracis-33656	212	79	publishing	publishing	NOUN
bracis-33656	212	80	products	product	NOUN
bracis-33656	212	81	and	and	CCONJ
bracis-33656	212	82	services	service	NOUN
bracis-33656	212	83	our	our	PRON
bracis-33656	212	84	products	product	NOUN
bracis-33656	212	85	librarians	librarian	VERB
bracis-33656	212	86	societies	society	NOUN
bracis-33656	212	87	partners	partner	NOUN
bracis-33656	212	88	and	and	CCONJ
bracis-33656	212	89	advertisers	advertiser	NOUN
bracis-33656	212	90	our	our	PRON
bracis-33656	212	91	brands	brand	NOUN
bracis-33656	212	92	springer	springer	NOUN
bracis-33656	212	93	nature	nature	PROPN
bracis-33656	212	94	portfolio	portfolio	PROPN
bracis-33656	212	95	bmc	bmc	PROPN
bracis-33656	212	96	palgrave	palgrave	PROPN
bracis-33656	212	97	macmillan	macmillan	PROPN
bracis-33656	212	98	apress	apress	PROPN
bracis-33656	212	99	discover	discover	VERB
bracis-33656	212	100	your	your	PRON
bracis-33656	212	101	privacy	privacy	NOUN
bracis-33656	212	102	choices	choice	NOUN
bracis-33656	212	103	/	/	SYM
bracis-33656	212	104	manage	manage	NOUN
bracis-33656	212	105	cookies	cookie	NOUN
bracis-33656	212	106	your	your	PRON
bracis-33656	212	107	us	us	PROPN
bracis-33656	213	1	state	state	NOUN
bracis-33656	213	2	privacy	privacy	NOUN
bracis-33656	213	3	rights	right	NOUN
bracis-33656	213	4	accessibility	accessibility	NOUN
bracis-33656	213	5	statement	statement	NOUN
bracis-33656	213	6	terms	term	NOUN
bracis-33656	213	7	and	and	CCONJ
bracis-33656	213	8	conditions	condition	NOUN
bracis-33656	213	9	privacy	privacy	NOUN
bracis-33656	213	10	policy	policy	NOUN
bracis-33656	213	11	help	help	NOUN
bracis-33656	213	12	and	and	CCONJ
bracis-33656	213	13	support	support	VERB
bracis-33656	213	14	legal	legal	ADJ
bracis-33656	213	15	notice	notice	NOUN
bracis-33656	213	16	cancel	cancel	VERB
bracis-33656	213	17	contracts	contract	NOUN
bracis-33656	213	18	here	here	ADV
bracis-33656	213	19	129.74.145.123	129.74.145.123	NUM
bracis-33656	213	20	hesburgh	hesburgh	PROPN
bracis-33656	213	21	library	library	PROPN
bracis-33656	213	22	er	er	INTJ
bracis-33656	213	23	unit	unit	NOUN
bracis-33656	213	24	(	(	PUNCT
bracis-33656	213	25	3005732405	3005732405	NUM
bracis-33656	213	26	)	)	PUNCT
bracis-33656	213	27	northeast	northeast	ADJ
bracis-33656	213	28	research	research	NOUN
bracis-33656	213	29	libraries	library	NOUN
bracis-33656	213	30	(	(	PUNCT
bracis-33656	213	31	nerl	nerl	PROPN
bracis-33656	213	32	)	)	PUNCT
bracis-33656	213	33	(	(	PUNCT
bracis-33656	213	34	8200828607	8200828607	NUM
bracis-33656	213	35	)	)	PUNCT
bracis-33656	213	36	nerl	nerl	VERB
bracis-33656	213	37	ta	ta	X
bracis-33656	213	38	account	account	NOUN
bracis-33656	213	39	(	(	PUNCT
bracis-33656	213	40	3006206169	3006206169	NUM
bracis-33656	213	41	)	)	PUNCT
bracis-33656	213	42	university	university	NOUN
bracis-33656	213	43	of	of	ADP
bracis-33656	213	44	notre	notre	PROPN
bracis-33656	213	45	dame	dame	PROPN
bracis-33656	213	46	hesburgh	hesburgh	PROPN
bracis-33656	213	47	library	library	NOUN
bracis-33656	213	48	(	(	PUNCT
bracis-33656	213	49	3000184373	3000184373	NUM
bracis-33656	213	50	)	)	PUNCT
bracis-33656	214	1	©	©	ADP
bracis-33656	214	2	2025	2025	NUM
bracis-33656	214	3	springer	springer	NOUN
bracis-33656	214	4	nature	nature	NOUN