id	sid	tid	token	lemma	pos
fbem-23491	1	1	frontiers	frontier	NOUN
fbem-23491	1	2	in	in	ADP
fbem-23491	1	3	business	business	NOUN
fbem-23491	1	4	,	,	PUNCT
fbem-23491	1	5	economics	economic	NOUN
fbem-23491	1	6	and	and	CCONJ
fbem-23491	1	7	management	management	NOUN
fbem-23491	1	8	issn	issn	PROPN
fbem-23491	1	9	:	:	PUNCT
fbem-23491	1	10	2766	2766	NUM
fbem-23491	1	11	-	-	PUNCT
fbem-23491	1	12	824x	824x	NUM
fbem-23491	1	13	|	|	ADJ
fbem-23491	1	14	vol	vol	NOUN
fbem-23491	1	15	.	.	PROPN
fbem-23491	1	16	15	15	NUM
fbem-23491	1	17	,	,	PUNCT
fbem-23491	1	18	no	no	INTJ
fbem-23491	1	19	.	.	NOUN
fbem-23491	1	20	3	3	NUM
fbem-23491	1	21	,	,	PUNCT
fbem-23491	1	22	2024	2024	NUM
fbem-23491	1	23	186	186	NUM
fbem-23491	1	24	post	post	ADJ
fbem-23491	1	25	-	-	ADJ
fbem-23491	1	26	earthquake	earthquake	ADJ
fbem-23491	1	27	emergency	emergency	NOUN
fbem-23491	1	28	supplies	supply	NOUN
fbem-23491	1	29	prediction	prediction	NOUN
fbem-23491	1	30	based	base	VERB
fbem-23491	1	31	on	on	ADP
fbem-23491	1	32	bp	bp	PROPN
fbem-23491	1	33	neural	neural	ADJ
fbem-23491	1	34	network	network	PROPN
fbem-23491	1	35	zhihang	zhihang	PROPN
fbem-23491	1	36	liu	liu	PROPN
fbem-23491	1	37	,	,	PUNCT
fbem-23491	1	38	bo	bo	PROPN
fbem-23491	1	39	dong	dong	PROPN
fbem-23491	1	40	school	school	PROPN
fbem-23491	1	41	of	of	ADP
fbem-23491	1	42	emergency	emergency	NOUN
fbem-23491	1	43	management	management	NOUN
fbem-23491	1	44	and	and	CCONJ
fbem-23491	1	45	safety	safety	NOUN
fbem-23491	1	46	engineering	engineering	NOUN
fbem-23491	1	47	,	,	PUNCT
fbem-23491	1	48	north	north	PROPN
fbem-23491	1	49	china	china	PROPN
fbem-23491	1	50	university	university	PROPN
fbem-23491	1	51	of	of	ADP
fbem-23491	1	52	science	science	NOUN
fbem-23491	1	53	and	and	CCONJ
fbem-23491	1	54	technology	technology	NOUN
fbem-23491	1	55	,	,	PUNCT
fbem-23491	1	56	tangshan	tangshan	ADP
fbem-23491	1	57	063200	063200	NUM
fbem-23491	1	58	,	,	PUNCT
fbem-23491	1	59	china	china	PROPN
fbem-23491	1	60	abstract	abstract	PROPN
fbem-23491	1	61	:	:	PUNCT
fbem-23491	1	62	the	the	DET
fbem-23491	1	63	prediction	prediction	NOUN
fbem-23491	1	64	of	of	ADP
fbem-23491	1	65	earthquake	earthquake	NOUN
fbem-23491	1	66	casualty	casualty	NOUN
fbem-23491	1	67	population	population	NOUN
fbem-23491	1	68	is	be	AUX
fbem-23491	1	69	a	a	DET
fbem-23491	1	70	typical	typical	ADJ
fbem-23491	1	71	complex	complex	ADJ
fbem-23491	1	72	prediction	prediction	NOUN
fbem-23491	1	73	system	system	NOUN
fbem-23491	1	74	,	,	PUNCT
fbem-23491	1	75	which	which	PRON
fbem-23491	1	76	needs	need	VERB
fbem-23491	1	77	to	to	PART
fbem-23491	1	78	comprehensively	comprehensively	ADV
fbem-23491	1	79	consider	consider	VERB
fbem-23491	1	80	a	a	DET
fbem-23491	1	81	variety	variety	NOUN
fbem-23491	1	82	of	of	ADP
fbem-23491	1	83	factors	factor	NOUN
fbem-23491	1	84	such	such	ADJ
fbem-23491	1	85	as	as	ADP
fbem-23491	1	86	the	the	DET
fbem-23491	1	87	earthquake	earthquake	NOUN
fbem-23491	1	88	damage	damage	NOUN
fbem-23491	1	89	itself	itself	PRON
fbem-23491	1	90	,	,	PUNCT
fbem-23491	1	91	the	the	DET
fbem-23491	1	92	population	population	NOUN
fbem-23491	1	93	distribution	distribution	NOUN
fbem-23491	1	94	in	in	ADP
fbem-23491	1	95	the	the	DET
fbem-23491	1	96	affected	affected	ADJ
fbem-23491	1	97	area	area	NOUN
fbem-23491	1	98	and	and	CCONJ
fbem-23491	1	99	its	its	PRON
fbem-23491	1	100	environment	environment	NOUN
fbem-23491	1	101	.	.	PUNCT
fbem-23491	2	1	aiming	aim	VERB
fbem-23491	2	2	at	at	ADP
fbem-23491	2	3	the	the	DET
fbem-23491	2	4	prediction	prediction	NOUN
fbem-23491	2	5	of	of	ADP
fbem-23491	2	6	emergency	emergency	NOUN
fbem-23491	2	7	supplies	supply	NOUN
fbem-23491	2	8	in	in	ADP
fbem-23491	2	9	earthquake	earthquake	NOUN
fbem-23491	2	10	disasters	disaster	NOUN
fbem-23491	2	11	,	,	PUNCT
fbem-23491	2	12	this	this	DET
fbem-23491	2	13	paper	paper	NOUN
fbem-23491	2	14	collects	collect	VERB
fbem-23491	2	15	historical	historical	ADJ
fbem-23491	2	16	earthquake	earthquake	NOUN
fbem-23491	2	17	data	datum	NOUN
fbem-23491	2	18	,	,	PUNCT
fbem-23491	2	19	including	include	VERB
fbem-23491	2	20	key	key	ADJ
fbem-23491	2	21	factors	factor	NOUN
fbem-23491	2	22	such	such	ADJ
fbem-23491	2	23	as	as	ADP
fbem-23491	2	24	magnitude	magnitude	NOUN
fbem-23491	2	25	,	,	PUNCT
fbem-23491	2	26	depth	depth	NOUN
fbem-23491	2	27	of	of	ADP
fbem-23491	2	28	epicenter	epicenter	NOUN
fbem-23491	2	29	,	,	PUNCT
fbem-23491	2	30	population	population	NOUN
fbem-23491	2	31	density	density	NOUN
fbem-23491	2	32	of	of	ADP
fbem-23491	2	33	the	the	DET
fbem-23491	2	34	affected	affected	ADJ
fbem-23491	2	35	area	area	NOUN
fbem-23491	2	36	,	,	PUNCT
fbem-23491	2	37	constr	constr	NOUN
fbem-23491	2	38	ucts	uct	VERB
fbem-23491	2	39	the	the	DET
fbem-23491	2	40	input	input	NOUN
fbem-23491	2	41	layer	layer	NOUN
fbem-23491	2	42	of	of	ADP
fbem-23491	2	43	bp	bp	PROPN
fbem-23491	2	44	neural	neural	ADJ
fbem-23491	2	45	network	network	NOUN
fbem-23491	2	46	,	,	PUNCT
fbem-23491	2	47	and	and	CCONJ
fbem-23491	2	48	utilizes	utilize	VERB
fbem-23491	2	49	the	the	DET
fbem-23491	2	50	self	self	NOUN
fbem-23491	2	51	-	-	PUNCT
fbem-23491	2	52	learning	learn	VERB
fbem-23491	2	53	ability	ability	NOUN
fbem-23491	2	54	of	of	ADP
fbem-23491	2	55	the	the	DET
fbem-23491	2	56	network	network	NOUN
fbem-23491	2	57	for	for	ADP
fbem-23491	2	58	training	training	NOUN
fbem-23491	2	59	to	to	PART
fbem-23491	2	60	realize	realize	VERB
fbem-23491	2	61	the	the	DET
fbem-23491	2	62	prediction	prediction	NOUN
fbem-23491	2	63	of	of	ADP
fbem-23491	2	64	the	the	DET
fbem-23491	2	65	number	number	NOUN
fbem-23491	2	66	of	of	ADP
fbem-23491	2	67	people	people	NOUN
fbem-23491	2	68	injured	injure	VERB
fbem-23491	2	69	in	in	ADP
fbem-23491	2	70	an	an	DET
fbem-23491	2	71	earthquake	earthquake	NOUN
fbem-23491	2	72	,	,	PUNCT
fbem-23491	2	73	which	which	PRON
fbem-23491	2	74	in	in	ADP
fbem-23491	2	75	turn	turn	NOUN
fbem-23491	2	76	indirectly	indirectly	ADV
fbem-23491	2	77	predicts	predict	VERB
fbem-23491	2	78	the	the	DET
fbem-23491	2	79	demand	demand	NOUN
fbem-23491	2	80	for	for	ADP
fbem-23491	2	81	emergency	emergency	NOUN
fbem-23491	2	82	supplies	supply	NOUN
fbem-23491	2	83	.	.	PUNCT
fbem-23491	3	1	the	the	DET
fbem-23491	3	2	experimental	experimental	ADJ
fbem-23491	3	3	results	result	NOUN
fbem-23491	3	4	show	show	VERB
fbem-23491	3	5	that	that	SCONJ
fbem-23491	3	6	the	the	DET
fbem-23491	3	7	prediction	prediction	NOUN
fbem-23491	3	8	model	model	NOUN
fbem-23491	3	9	of	of	ADP
fbem-23491	3	10	the	the	DET
fbem-23491	3	11	number	number	NOUN
fbem-23491	3	12	of	of	ADP
fbem-23491	3	13	earthquake	earthquake	NOUN
fbem-23491	3	14	injuries	injury	NOUN
fbem-23491	3	15	based	base	VERB
fbem-23491	3	16	on	on	ADP
fbem-23491	3	17	bp	bp	PROPN
fbem-23491	3	18	neural	neural	ADJ
fbem-23491	3	19	network	network	NOUN
fbem-23491	3	20	has	have	VERB
fbem-23491	3	21	excellent	excellent	ADJ
fbem-23491	3	22	performance	performance	NOUN
fbem-23491	3	23	in	in	ADP
fbem-23491	3	24	prediction	prediction	NOUN
fbem-23491	3	25	accuracy	accuracy	NOUN
fbem-23491	3	26	,	,	PUNCT
fbem-23491	3	27	and	and	CCONJ
fbem-23491	3	28	the	the	DET
fbem-23491	3	29	operational	operational	ADJ
fbem-23491	3	30	coefficient	coefficient	NOUN
fbem-23491	3	31	of	of	ADP
fbem-23491	3	32	determination	determination	NOUN
fbem-23491	3	33	of	of	ADP
fbem-23491	3	34	the	the	DET
fbem-23491	3	35	model	model	NOUN
fbem-23491	3	36	r^2	r^2	PROPN
fbem-23491	3	37	reaches	reach	VERB
fbem-23491	3	38	0.93337	0.93337	NUM
fbem-23491	3	39	,	,	PUNCT
fbem-23491	3	40	which	which	PRON
fbem-23491	3	41	indicates	indicate	VERB
fbem-23491	3	42	that	that	SCONJ
fbem-23491	3	43	the	the	DET
fbem-23491	3	44	prediction	prediction	NOUN
fbem-23491	3	45	results	result	NOUN
fbem-23491	3	46	of	of	ADP
fbem-23491	3	47	the	the	DET
fbem-23491	3	48	model	model	NOUN
fbem-23491	3	49	have	have	VERB
fbem-23491	3	50	ahigh	ahigh	ADJ
fbem-23491	3	51	degree	degree	NOUN
fbem-23491	3	52	of	of	ADP
fbem-23491	3	53	correlation	correlation	NOUN
fbem-23491	3	54	and	and	CCONJ
fbem-23491	3	55	accuracy	accuracy	NOUN
fbem-23491	3	56	with	with	ADP
fbem-23491	3	57	the	the	DET
fbem-23491	3	58	actual	actual	ADJ
fbem-23491	3	59	values	value	NOUN
fbem-23491	3	60	,	,	PUNCT
fbem-23491	3	61	and	and	CCONJ
fbem-23491	3	62	it	it	PRON
fbem-23491	3	63	is	be	AUX
fbem-23491	3	64	able	able	ADJ
fbem-23491	3	65	to	to	PART
fbem-23491	3	66	provide	provide	VERB
fbem-23491	3	67	a	a	DET
fbem-23491	3	68	more	more	ADV
fbem-23491	3	69	accurate	accurate	ADJ
fbem-23491	3	70	and	and	CCONJ
fbem-23491	3	71	reliable	reliable	ADJ
fbem-23491	3	72	reference	reference	NOUN
fbem-23491	3	73	for	for	ADP
fbem-23491	3	74	the	the	DET
fbem-23491	3	75	rescue	rescue	NOUN
fbem-23491	3	76	work	work	NOUN
fbem-23491	3	77	of	of	ADP
fbem-23491	3	78	the	the	DET
fbem-23491	3	79	emergency	emergency	NOUN
fbem-23491	3	80	supplies	supply	NOUN
fbem-23491	3	81	after	after	ADP
fbem-23491	3	82	the	the	DET
fbem-23491	3	83	earthquake	earthquake	NOUN
fbem-23491	3	84	.	.	PUNCT
fbem-23491	4	1	keywords	keyword	NOUN
fbem-23491	4	2	:	:	PUNCT
fbem-23491	4	3	bp	bp	PROPN
fbem-23491	4	4	neural	neural	ADJ
fbem-23491	4	5	network	network	PROPN
fbem-23491	4	6	,	,	PUNCT
fbem-23491	4	7	casualty	casualty	NOUN
fbem-23491	4	8	prediction	prediction	NOUN
fbem-23491	4	9	,	,	PUNCT
fbem-23491	4	10	emergency	emergency	NOUN
fbem-23491	4	11	supplies	supply	NOUN
fbem-23491	4	12	,	,	PUNCT
fbem-23491	4	13	earthquake	earthquake	NOUN
fbem-23491	4	14	disaster	disaster	NOUN
fbem-23491	4	15	.	.	PUNCT
fbem-23491	5	1	1	1	X
fbem-23491	5	2	.	.	X
fbem-23491	5	3	introduction	introduction	NOUN
fbem-23491	5	4	china	china	PROPN
fbem-23491	5	5	,	,	PUNCT
fbem-23491	5	6	as	as	ADP
fbem-23491	5	7	a	a	DET
fbem-23491	5	8	country	country	NOUN
fbem-23491	5	9	located	locate	VERB
fbem-23491	5	10	at	at	ADP
fbem-23491	5	11	the	the	DET
fbem-23491	5	12	intersection	intersection	NOUN
fbem-23491	5	13	of	of	ADP
fbem-23491	5	14	the	the	DET
fbem-23491	5	15	pacific	pacific	PROPN
fbem-23491	5	16	rim	rim	PROPN
fbem-23491	5	17	seismic	seismic	ADJ
fbem-23491	5	18	belt	belt	NOUN
fbem-23491	5	19	and	and	CCONJ
fbem-23491	5	20	the	the	DET
fbem-23491	5	21	eurasian	eurasian	ADJ
fbem-23491	5	22	seismic	seismic	ADJ
fbem-23491	5	23	belt	belt	NOUN
fbem-23491	5	24	,	,	PUNCT
fbem-23491	5	25	is	be	AUX
fbem-23491	5	26	prone	prone	ADJ
fbem-23491	5	27	to	to	ADP
fbem-23491	5	28	frequent	frequent	ADJ
fbem-23491	5	29	earthquakes	earthquake	NOUN
fbem-23491	5	30	as	as	ADP
fbem-23491	5	31	a	a	DET
fbem-23491	5	32	result	result	NOUN
fbem-23491	5	33	of	of	ADP
fbem-23491	5	34	the	the	DET
fbem-23491	5	35	frequent	frequent	ADJ
fbem-23491	5	36	extrusion	extrusion	NOUN
fbem-23491	5	37	of	of	ADP
fbem-23491	5	38	the	the	DET
fbem-23491	5	39	crustal	crustal	ADJ
fbem-23491	5	40	plates	plate	NOUN
fbem-23491	5	41	.	.	PUNCT
fbem-23491	6	1	earthquakes	earthquake	NOUN
fbem-23491	6	2	are	be	AUX
fbem-23491	6	3	one	one	NUM
fbem-23491	6	4	of	of	ADP
fbem-23491	6	5	the	the	DET
fbem-23491	6	6	most	most	ADV
fbem-23491	6	7	serious	serious	ADJ
fbem-23491	6	8	natural	natural	ADJ
fbem-23491	6	9	disasters	disaster	NOUN
fbem-23491	6	10	that	that	PRON
fbem-23491	6	11	china	china	PROPN
fbem-23491	6	12	faces	face	VERB
fbem-23491	6	13	,	,	PUNCT
fbem-23491	6	14	and	and	CCONJ
fbem-23491	6	15	given	give	VERB
fbem-23491	6	16	the	the	DET
fbem-23491	6	17	country	country	NOUN
fbem-23491	6	18	's	's	PART
fbem-23491	6	19	vast	vast	ADJ
fbem-23491	6	20	size	size	NOUN
fbem-23491	6	21	,	,	PUNCT
fbem-23491	6	22	large	large	ADJ
fbem-23491	6	23	population	population	NOUN
fbem-23491	6	24	and	and	CCONJ
fbem-23491	6	25	dense	dense	ADJ
fbem-23491	6	26	urban	urban	ADJ
fbem-23491	6	27	distribution	distribution	NOUN
fbem-23491	6	28	,	,	PUNCT
fbem-23491	6	29	the	the	DET
fbem-23491	6	30	destructive	destructive	ADJ
fbem-23491	6	31	power	power	NOUN
fbem-23491	6	32	of	of	ADP
fbem-23491	6	33	a	a	DET
fbem-23491	6	34	large	large	ADJ
fbem-23491	6	35	-	-	PUNCT
fbem-23491	6	36	scale	scale	NOUN
fbem-23491	6	37	earthquake	earthquake	NOUN
fbem-23491	6	38	would	would	AUX
fbem-23491	6	39	be	be	AUX
fbem-23491	6	40	incalculable	incalculable	ADJ
fbem-23491	6	41	,	,	PUNCT
fbem-23491	6	42	with	with	ADP
fbem-23491	6	43	the	the	DET
fbem-23491	6	44	potential	potential	NOUN
fbem-23491	6	45	to	to	PART
fbem-23491	6	46	cause	cause	VERB
fbem-23491	6	47	a	a	DET
fbem-23491	6	48	large	large	ADJ
fbem-23491	6	49	number	number	NOUN
fbem-23491	6	50	of	of	ADP
fbem-23491	6	51	deaths	death	NOUN
fbem-23491	6	52	and	and	CCONJ
fbem-23491	6	53	injuries	injury	NOUN
fbem-23491	6	54	as	as	ADV
fbem-23491	6	55	well	well	ADV
fbem-23491	6	56	as	as	ADP
fbem-23491	6	57	irreversible	irreversible	ADJ
fbem-23491	6	58	damage	damage	NOUN
fbem-23491	6	59	to	to	ADP
fbem-23491	6	60	property	property	NOUN
fbem-23491	6	61	.	.	PUNCT
fbem-23491	7	1	since	since	SCONJ
fbem-23491	7	2	the	the	DET
fbem-23491	7	3	beginning	beginning	NOUN
fbem-23491	7	4	of	of	ADP
fbem-23491	7	5	2000	2000	NUM
fbem-23491	7	6	to	to	ADP
fbem-23491	7	7	2023	2023	NUM
fbem-23491	7	8	,	,	PUNCT
fbem-23491	7	9	just	just	ADV
fbem-23491	7	10	more	more	ADJ
fbem-23491	7	11	than	than	ADP
fbem-23491	7	12	twenty	twenty	NUM
fbem-23491	7	13	years	year	NOUN
fbem-23491	7	14	,	,	PUNCT
fbem-23491	7	15	china	china	PROPN
fbem-23491	7	16	and	and	CCONJ
fbem-23491	7	17	its	its	PRON
fbem-23491	7	18	neighboring	neighboring	NOUN
fbem-23491	7	19	regions	region	NOUN
fbem-23491	7	20	have	have	AUX
fbem-23491	7	21	experienced	experience	VERB
fbem-23491	7	22	more	more	ADJ
fbem-23491	7	23	than	than	ADP
fbem-23491	7	24	a	a	DET
fbem-23491	7	25	hundred	hundred	NUM
fbem-23491	7	26	earthquakes	earthquake	NOUN
fbem-23491	7	27	of	of	ADP
fbem-23491	7	28	magnitude	magnitude	NOUN
fbem-23491	7	29	6.0	6.0	NUM
fbem-23491	7	30	or	or	CCONJ
fbem-23491	7	31	above	above	ADV
fbem-23491	7	32	,	,	PUNCT
fbem-23491	7	33	and	and	CCONJ
fbem-23491	7	34	each	each	DET
fbem-23491	7	35	disaster	disaster	NOUN
fbem-23491	7	36	is	be	AUX
fbem-23491	7	37	accompanied	accompany	VERB
fbem-23491	7	38	by	by	ADP
fbem-23491	7	39	heavy	heavy	ADJ
fbem-23491	7	40	losses	loss	NOUN
fbem-23491	7	41	[	[	X
fbem-23491	7	42	1	1	NUM
fbem-23491	7	43	]	]	PUNCT
fbem-23491	7	44	.	.	PUNCT
fbem-23491	8	1	in	in	ADP
fbem-23491	8	2	particular	particular	ADJ
fbem-23491	8	3	,	,	PUNCT
fbem-23491	8	4	the	the	DET
fbem-23491	8	5	occurrence	occurrence	NOUN
fbem-23491	8	6	of	of	ADP
fbem-23491	8	7	several	several	ADJ
fbem-23491	8	8	major	major	ADJ
fbem-23491	8	9	earthquakes	earthquake	NOUN
fbem-23491	8	10	in	in	ADP
fbem-23491	8	11	recent	recent	ADJ
fbem-23491	8	12	years	year	NOUN
fbem-23491	8	13	has	have	AUX
fbem-23491	8	14	not	not	PART
fbem-23491	8	15	only	only	ADV
fbem-23491	8	16	brought	bring	VERB
fbem-23491	8	17	a	a	DET
fbem-23491	8	18	deep	deep	ADJ
fbem-23491	8	19	shock	shock	NOUN
fbem-23491	8	20	to	to	ADP
fbem-23491	8	21	the	the	DET
fbem-23491	8	22	people	people	NOUN
fbem-23491	8	23	of	of	ADP
fbem-23491	8	24	the	the	DET
fbem-23491	8	25	country	country	NOUN
fbem-23491	8	26	,	,	PUNCT
fbem-23491	8	27	but	but	CCONJ
fbem-23491	8	28	also	also	ADV
fbem-23491	8	29	exposed	expose	VERB
fbem-23491	8	30	many	many	ADJ
fbem-23491	8	31	challenges	challenge	NOUN
fbem-23491	8	32	in	in	ADP
fbem-23491	8	33	the	the	DET
fbem-23491	8	34	process	process	NOUN
fbem-23491	8	35	of	of	ADP
fbem-23491	8	36	disaster	disaster	NOUN
fbem-23491	8	37	relief	relief	NOUN
fbem-23491	8	38	.	.	PUNCT
fbem-23491	9	1	after	after	ADP
fbem-23491	9	2	an	an	DET
fbem-23491	9	3	earthquake	earthquake	NOUN
fbem-23491	9	4	,	,	PUNCT
fbem-23491	9	5	cities	city	NOUN
fbem-23491	9	6	are	be	AUX
fbem-23491	9	7	instantly	instantly	ADV
fbem-23491	9	8	turned	turn	VERB
fbem-23491	9	9	into	into	ADP
fbem-23491	9	10	ruins	ruin	NOUN
fbem-23491	9	11	,	,	PUNCT
fbem-23491	9	12	roads	road	NOUN
fbem-23491	9	13	are	be	AUX
fbem-23491	9	14	damaged	damage	VERB
fbem-23491	9	15	and	and	CCONJ
fbem-23491	9	16	communication	communication	NOUN
fbem-23491	9	17	is	be	AUX
fbem-23491	9	18	interrupted	interrupt	VERB
fbem-23491	9	19	,	,	PUNCT
fbem-23491	9	20	which	which	PRON
fbem-23491	9	21	brings	bring	VERB
fbem-23491	9	22	great	great	ADJ
fbem-23491	9	23	obstacles	obstacle	NOUN
fbem-23491	9	24	to	to	ADP
fbem-23491	9	25	rescue	rescue	NOUN
fbem-23491	9	26	teams	team	NOUN
fbem-23491	9	27	.	.	PUNCT
fbem-23491	10	1	in	in	ADP
fbem-23491	10	2	such	such	ADJ
fbem-23491	10	3	emergencies	emergency	NOUN
fbem-23491	10	4	,	,	PUNCT
fbem-23491	10	5	there	there	PRON
fbem-23491	10	6	is	be	VERB
fbem-23491	10	7	a	a	DET
fbem-23491	10	8	need	need	NOUN
fbem-23491	10	9	to	to	PART
fbem-23491	10	10	quickly	quickly	ADV
fbem-23491	10	11	find	find	VERB
fbem-23491	10	12	trapped	trapped	ADJ
fbem-23491	10	13	people	people	NOUN
fbem-23491	10	14	and	and	CCONJ
fbem-23491	10	15	at	at	ADP
fbem-23491	10	16	the	the	DET
fbem-23491	10	17	same	same	ADJ
fbem-23491	10	18	time	time	NOUN
fbem-23491	10	19	ensure	ensure	VERB
fbem-23491	10	20	that	that	SCONJ
fbem-23491	10	21	the	the	DET
fbem-23491	10	22	basic	basic	ADJ
fbem-23491	10	23	needs	need	NOUN
fbem-23491	10	24	of	of	ADP
fbem-23491	10	25	the	the	DET
fbem-23491	10	26	victims	victim	NOUN
fbem-23491	10	27	are	be	AUX
fbem-23491	10	28	met	meet	VERB
fbem-23491	10	29	.	.	PUNCT
fbem-23491	11	1	however	however	ADV
fbem-23491	11	2	,	,	PUNCT
fbem-23491	11	3	due	due	ADP
fbem-23491	11	4	to	to	ADP
fbem-23491	11	5	various	various	ADJ
fbem-23491	11	6	unfavorable	unfavorable	ADJ
fbem-23491	11	7	factors	factor	NOUN
fbem-23491	11	8	,	,	PUNCT
fbem-23491	11	9	such	such	ADJ
fbem-23491	11	10	as	as	ADP
fbem-23491	11	11	the	the	DET
fbem-23491	11	12	difficulty	difficulty	NOUN
fbem-23491	11	13	of	of	ADP
fbem-23491	11	14	obtaining	obtain	VERB
fbem-23491	11	15	information	information	NOUN
fbem-23491	11	16	and	and	CCONJ
fbem-23491	11	17	the	the	DET
fbem-23491	11	18	poor	poor	ADJ
fbem-23491	11	19	deployment	deployment	NOUN
fbem-23491	11	20	of	of	ADP
fbem-23491	11	21	supplies	supply	NOUN
fbem-23491	11	22	,	,	PUNCT
fbem-23491	11	23	it	it	PRON
fbem-23491	11	24	is	be	AUX
fbem-23491	11	25	difficult	difficult	ADJ
fbem-23491	11	26	for	for	SCONJ
fbem-23491	11	27	the	the	DET
fbem-23491	11	28	relevant	relevant	ADJ
fbem-23491	11	29	departments	department	NOUN
fbem-23491	11	30	to	to	PART
fbem-23491	11	31	accurately	accurately	ADV
fbem-23491	11	32	grasp	grasp	VERB
fbem-23491	11	33	the	the	DET
fbem-23491	11	34	situation	situation	NOUN
fbem-23491	11	35	of	of	ADP
fbem-23491	11	36	the	the	DET
fbem-23491	11	37	population	population	NOUN
fbem-23491	11	38	casualties	casualty	NOUN
fbem-23491	11	39	and	and	CCONJ
fbem-23491	11	40	the	the	DET
fbem-23491	11	41	needs	need	NOUN
fbem-23491	11	42	of	of	ADP
fbem-23491	11	43	the	the	DET
fbem-23491	11	44	victims	victim	NOUN
fbem-23491	11	45	,	,	PUNCT
fbem-23491	11	46	which	which	PRON
fbem-23491	11	47	makes	make	VERB
fbem-23491	11	48	the	the	DET
fbem-23491	11	49	supply	supply	NOUN
fbem-23491	11	50	of	of	ADP
fbem-23491	11	51	supplies	supply	NOUN
fbem-23491	11	52	a	a	DET
fbem-23491	11	53	shortcoming	shortcoming	NOUN
fbem-23491	11	54	in	in	ADP
fbem-23491	11	55	the	the	DET
fbem-23491	11	56	rescue	rescue	NOUN
fbem-23491	11	57	work	work	NOUN
fbem-23491	11	58	,	,	PUNCT
fbem-23491	11	59	exacerbates	exacerbate	VERB
fbem-23491	11	60	the	the	DET
fbem-23491	11	61	difficulty	difficulty	NOUN
fbem-23491	11	62	of	of	ADP
fbem-23491	11	63	the	the	DET
fbem-23491	11	64	rescue	rescue	NOUN
fbem-23491	11	65	work	work	NOUN
fbem-23491	11	66	,	,	PUNCT
fbem-23491	11	67	and	and	CCONJ
fbem-23491	11	68	seriously	seriously	ADV
fbem-23491	11	69	threatens	threaten	VERB
fbem-23491	11	70	the	the	DET
fbem-23491	11	71	survival	survival	NOUN
fbem-23491	11	72	and	and	CCONJ
fbem-23491	11	73	safety	safety	NOUN
fbem-23491	11	74	of	of	ADP
fbem-23491	11	75	the	the	DET
fbem-23491	11	76	victims	victim	NOUN
fbem-23491	11	77	.	.	PUNCT
fbem-23491	12	1	after	after	ADP
fbem-23491	12	2	the	the	DET
fbem-23491	12	3	earthquake	earthquake	NOUN
fbem-23491	12	4	,	,	PUNCT
fbem-23491	12	5	the	the	DET
fbem-23491	12	6	affected	affect	VERB
fbem-23491	12	7	areas	area	NOUN
fbem-23491	12	8	faced	face	VERB
fbem-23491	12	9	severe	severe	ADJ
fbem-23491	12	10	survival	survival	NOUN
fbem-23491	12	11	challenges	challenge	NOUN
fbem-23491	12	12	,	,	PUNCT
fbem-23491	12	13	and	and	CCONJ
fbem-23491	12	14	were	be	AUX
fbem-23491	12	15	in	in	ADP
fbem-23491	12	16	urgent	urgent	ADJ
fbem-23491	12	17	need	need	NOUN
fbem-23491	12	18	of	of	ADP
fbem-23491	12	19	all	all	DET
fbem-23491	12	20	kinds	kind	NOUN
fbem-23491	12	21	of	of	ADP
fbem-23491	12	22	emergency	emergency	NOUN
fbem-23491	12	23	supplies	supply	NOUN
fbem-23491	12	24	to	to	PART
fbem-23491	12	25	guarantee	guarantee	VERB
fbem-23491	12	26	the	the	DET
fbem-23491	12	27	basic	basic	ADJ
fbem-23491	12	28	living	living	NOUN
fbem-23491	12	29	needs	need	NOUN
fbem-23491	12	30	of	of	ADP
fbem-23491	12	31	the	the	DET
fbem-23491	12	32	affected	affected	ADJ
fbem-23491	12	33	people	people	NOUN
fbem-23491	12	34	.	.	PUNCT
fbem-23491	13	1	however	however	ADV
fbem-23491	13	2	,	,	PUNCT
fbem-23491	13	3	due	due	ADP
fbem-23491	13	4	to	to	ADP
fbem-23491	13	5	the	the	DET
fbem-23491	13	6	suddenness	suddenness	NOUN
fbem-23491	13	7	and	and	CCONJ
fbem-23491	13	8	complexity	complexity	NOUN
fbem-23491	13	9	of	of	ADP
fbem-23491	13	10	earthquake	earthquake	NOUN
fbem-23491	13	11	disasters	disaster	NOUN
fbem-23491	13	12	,	,	PUNCT
fbem-23491	13	13	the	the	DET
fbem-23491	13	14	mobilization	mobilization	NOUN
fbem-23491	13	15	and	and	CCONJ
fbem-23491	13	16	distribution	distribution	NOUN
fbem-23491	13	17	of	of	ADP
fbem-23491	13	18	materials	material	NOUN
fbem-23491	13	19	in	in	ADP
fbem-23491	13	20	the	the	DET
fbem-23491	13	21	early	early	ADJ
fbem-23491	13	22	stages	stage	NOUN
fbem-23491	13	23	often	often	ADV
fbem-23491	13	24	face	face	VERB
fbem-23491	13	25	many	many	ADJ
fbem-23491	13	26	difficulties	difficulty	NOUN
fbem-23491	13	27	.	.	PUNCT
fbem-23491	14	1	on	on	ADP
fbem-23491	14	2	the	the	DET
fbem-23491	14	3	one	one	NUM
fbem-23491	14	4	hand	hand	NOUN
fbem-23491	14	5	,	,	PUNCT
fbem-23491	14	6	the	the	DET
fbem-23491	14	7	lack	lack	NOUN
fbem-23491	14	8	of	of	ADP
fbem-23491	14	9	resources	resource	NOUN
fbem-23491	14	10	such	such	ADJ
fbem-23491	14	11	as	as	ADP
fbem-23491	14	12	manpower	manpower	NOUN
fbem-23491	14	13	,	,	PUNCT
fbem-23491	14	14	financial	financial	ADJ
fbem-23491	14	15	resources	resource	NOUN
fbem-23491	14	16	and	and	CCONJ
fbem-23491	14	17	means	mean	NOUN
fbem-23491	14	18	of	of	ADP
fbem-23491	14	19	transportation	transportation	NOUN
fbem-23491	14	20	makes	make	VERB
fbem-23491	14	21	the	the	DET
fbem-23491	14	22	transportation	transportation	NOUN
fbem-23491	14	23	and	and	CCONJ
fbem-23491	14	24	distribution	distribution	NOUN
fbem-23491	14	25	of	of	ADP
fbem-23491	14	26	materials	material	NOUN
fbem-23491	14	27	inefficient	inefficient	ADJ
fbem-23491	14	28	;	;	PUNCT
fbem-23491	14	29	on	on	ADP
fbem-23491	14	30	the	the	DET
fbem-23491	14	31	other	other	ADJ
fbem-23491	14	32	hand	hand	NOUN
fbem-23491	14	33	,	,	PUNCT
fbem-23491	14	34	the	the	DET
fbem-23491	14	35	differences	difference	NOUN
fbem-23491	14	36	in	in	ADP
fbem-23491	14	37	the	the	DET
fbem-23491	14	38	degree	degree	NOUN
fbem-23491	14	39	of	of	ADP
fbem-23491	14	40	damage	damage	NOUN
fbem-23491	14	41	in	in	ADP
fbem-23491	14	42	different	different	ADJ
fbem-23491	14	43	disaster	disaster	NOUN
fbem-23491	14	44	areas	area	NOUN
fbem-23491	14	45	also	also	ADV
fbem-23491	14	46	lead	lead	VERB
fbem-23491	14	47	to	to	ADP
fbem-23491	14	48	the	the	DET
fbem-23491	14	49	diversity	diversity	NOUN
fbem-23491	14	50	and	and	CCONJ
fbem-23491	14	51	variability	variability	NOUN
fbem-23491	14	52	of	of	ADP
fbem-23491	14	53	the	the	DET
fbem-23491	14	54	demand	demand	NOUN
fbem-23491	14	55	for	for	ADP
fbem-23491	14	56	materials	material	NOUN
fbem-23491	14	57	.	.	PUNCT
fbem-23491	15	1	if	if	SCONJ
fbem-23491	15	2	the	the	DET
fbem-23491	15	3	materials	material	NOUN
fbem-23491	15	4	are	be	AUX
fbem-23491	15	5	not	not	PART
fbem-23491	15	6	properly	properly	ADV
fbem-23491	15	7	distributed	distribute	VERB
fbem-23491	15	8	,	,	PUNCT
fbem-23491	15	9	it	it	PRON
fbem-23491	15	10	may	may	AUX
fbem-23491	15	11	not	not	PART
fbem-23491	15	12	only	only	ADV
fbem-23491	15	13	lead	lead	VERB
fbem-23491	15	14	to	to	ADP
fbem-23491	15	15	the	the	DET
fbem-23491	15	16	backlog	backlog	NOUN
fbem-23491	15	17	and	and	CCONJ
fbem-23491	15	18	waste	waste	NOUN
fbem-23491	15	19	of	of	ADP
fbem-23491	15	20	materials	material	NOUN
fbem-23491	15	21	in	in	ADP
fbem-23491	15	22	some	some	DET
fbem-23491	15	23	areas	area	NOUN
fbem-23491	15	24	,	,	PUNCT
fbem-23491	15	25	but	but	CCONJ
fbem-23491	15	26	also	also	ADV
fbem-23491	15	27	cause	cause	VERB
fbem-23491	15	28	serious	serious	ADJ
fbem-23491	15	29	shortage	shortage	NOUN
fbem-23491	15	30	of	of	ADP
fbem-23491	15	31	materials	material	NOUN
fbem-23491	15	32	in	in	ADP
fbem-23491	15	33	other	other	ADJ
fbem-23491	15	34	areas	area	NOUN
fbem-23491	15	35	,	,	PUNCT
fbem-23491	15	36	which	which	PRON
fbem-23491	15	37	may	may	AUX
fbem-23491	15	38	threaten	threaten	VERB
fbem-23491	15	39	people	people	NOUN
fbem-23491	15	40	's	's	PART
fbem-23491	15	41	lives	life	NOUN
fbem-23491	15	42	and	and	CCONJ
fbem-23491	15	43	safety	safety	NOUN
fbem-23491	15	44	.	.	PUNCT
fbem-23491	16	1	therefore	therefore	ADV
fbem-23491	16	2	,	,	PUNCT
fbem-23491	16	3	it	it	PRON
fbem-23491	16	4	is	be	AUX
fbem-23491	16	5	particularly	particularly	ADV
fbem-23491	16	6	important	important	ADJ
fbem-23491	16	7	to	to	PART
fbem-23491	16	8	make	make	VERB
fbem-23491	16	9	scientific	scientific	ADJ
fbem-23491	16	10	and	and	CCONJ
fbem-23491	16	11	reasonable	reasonable	ADJ
fbem-23491	16	12	prediction	prediction	NOUN
fbem-23491	16	13	and	and	CCONJ
fbem-23491	16	14	distribution	distribution	NOUN
fbem-23491	16	15	of	of	ADP
fbem-23491	16	16	post	post	ADJ
fbem-23491	16	17	-	-	ADJ
fbem-23491	16	18	earthquake	earthquake	ADJ
fbem-23491	16	19	emergency	emergency	NOUN
fbem-23491	16	20	supplies	supply	NOUN
fbem-23491	16	21	.	.	PUNCT
fbem-23491	17	1	this	this	PRON
fbem-23491	17	2	will	will	AUX
fbem-23491	17	3	not	not	PART
fbem-23491	17	4	only	only	ADV
fbem-23491	17	5	help	help	VERB
fbem-23491	17	6	to	to	PART
fbem-23491	17	7	improve	improve	VERB
fbem-23491	17	8	the	the	DET
fbem-23491	17	9	efficiency	efficiency	NOUN
fbem-23491	17	10	and	and	CCONJ
fbem-23491	17	11	fairness	fairness	NOUN
fbem-23491	17	12	of	of	ADP
fbem-23491	17	13	the	the	DET
fbem-23491	17	14	use	use	NOUN
fbem-23491	17	15	of	of	ADP
fbem-23491	17	16	materials	material	NOUN
fbem-23491	17	17	,	,	PUNCT
fbem-23491	17	18	but	but	CCONJ
fbem-23491	17	19	also	also	ADV
fbem-23491	17	20	provide	provide	VERB
fbem-23491	17	21	strong	strong	ADJ
fbem-23491	17	22	support	support	NOUN
fbem-23491	17	23	and	and	CCONJ
fbem-23491	17	24	guarantee	guarantee	NOUN
fbem-23491	17	25	for	for	ADP
fbem-23491	17	26	the	the	DET
fbem-23491	17	27	subsequent	subsequent	ADJ
fbem-23491	17	28	emergency	emergency	NOUN
fbem-23491	17	29	relief	relief	NOUN
fbem-23491	17	30	work	work	NOUN
fbem-23491	17	31	.	.	PUNCT
fbem-23491	18	1	2	2	X
fbem-23491	18	2	.	.	X
fbem-23491	18	3	post	post	ADJ
fbem-23491	18	4	-	-	ADJ
fbem-23491	18	5	earthquake	earthquake	ADJ
fbem-23491	18	6	emergency	emergency	NOUN
fbem-23491	18	7	supplies	supply	NOUN
fbem-23491	18	8	forecasting	forecasting	NOUN
fbem-23491	18	9	study	study	NOUN
fbem-23491	18	10	2.1	2.1	NUM
fbem-23491	18	11	.	.	PUNCT
fbem-23491	19	1	identification	identification	NOUN
fbem-23491	19	2	of	of	ADP
fbem-23491	19	3	data	datum	NOUN
fbem-23491	19	4	indicators	indicator	NOUN
fbem-23491	19	5	the	the	DET
fbem-23491	19	6	casualties	casualty	NOUN
fbem-23491	19	7	caused	cause	VERB
fbem-23491	19	8	by	by	ADP
fbem-23491	19	9	earthquakes	earthquake	NOUN
fbem-23491	19	10	are	be	AUX
fbem-23491	19	11	affected	affect	VERB
fbem-23491	19	12	by	by	ADP
fbem-23491	19	13	a	a	DET
fbem-23491	19	14	variety	variety	NOUN
fbem-23491	19	15	of	of	ADP
fbem-23491	19	16	parameters	parameter	NOUN
fbem-23491	19	17	including	include	VERB
fbem-23491	19	18	,	,	PUNCT
fbem-23491	19	19	but	but	CCONJ
fbem-23491	19	20	not	not	PART
fbem-23491	19	21	limited	limit	VERB
fbem-23491	19	22	to	to	ADP
fbem-23491	19	23	,	,	PUNCT
fbem-23491	19	24	the	the	DET
fbem-23491	19	25	magnitude	magnitude	NOUN
fbem-23491	19	26	of	of	ADP
fbem-23491	19	27	the	the	DET
fbem-23491	19	28	earthquake	earthquake	NOUN
fbem-23491	19	29	,	,	PUNCT
fbem-23491	19	30	the	the	DET
fbem-23491	19	31	exact	exact	ADJ
fbem-23491	19	32	time	time	NOUN
fbem-23491	19	33	of	of	ADP
fbem-23491	19	34	the	the	DET
fbem-23491	19	35	earthquake	earthquake	NOUN
fbem-23491	19	36	,	,	PUNCT
fbem-23491	19	37	the	the	DET
fbem-23491	19	38	intensity	intensity	NOUN
fbem-23491	19	39	of	of	ADP
fbem-23491	19	40	the	the	DET
fbem-23491	19	41	fortification	fortification	NOUN
fbem-23491	19	42	,	,	PUNCT
fbem-23491	19	43	the	the	DET
fbem-23491	19	44	number	number	NOUN
fbem-23491	19	45	of	of	ADP
fbem-23491	19	46	people	people	NOUN
fbem-23491	19	47	affected	affect	VERB
fbem-23491	19	48	by	by	ADP
fbem-23491	19	49	the	the	DET
fbem-23491	19	50	earthquake	earthquake	NOUN
fbem-23491	19	51	,	,	PUNCT
fbem-23491	19	52	the	the	DET
fbem-23491	19	53	severity	severity	NOUN
fbem-23491	19	54	of	of	ADP
fbem-23491	19	55	the	the	DET
fbem-23491	19	56	destruction	destruction	NOUN
fbem-23491	19	57	of	of	ADP
fbem-23491	19	58	the	the	DET
fbem-23491	19	59	housing	housing	NOUN
fbem-23491	19	60	stock	stock	NOUN
fbem-23491	19	61	,	,	PUNCT
fbem-23491	19	62	and	and	CCONJ
fbem-23491	19	63	the	the	DET
fbem-23491	19	64	level	level	NOUN
fbem-23491	19	65	of	of	ADP
fbem-23491	19	66	economy	economy	NOUN
fbem-23491	19	67	in	in	ADP
fbem-23491	19	68	the	the	DET
fbem-23491	19	69	area	area	NOUN
fbem-23491	19	70	.	.	PUNCT
fbem-23491	20	1	the	the	DET
fbem-23491	20	2	aim	aim	NOUN
fbem-23491	20	3	of	of	ADP
fbem-23491	20	4	this	this	DET
fbem-23491	20	5	paper	paper	NOUN
fbem-23491	20	6	is	be	AUX
fbem-23491	20	7	to	to	PART
fbem-23491	20	8	construct	construct	VERB
fbem-23491	20	9	a	a	DET
fbem-23491	20	10	prediction	prediction	NOUN
fbem-23491	20	11	method	method	NOUN
fbem-23491	20	12	that	that	PRON
fbem-23491	20	13	can	can	AUX
fbem-23491	20	14	quickly	quickly	ADV
fbem-23491	20	15	provide	provide	VERB
fbem-23491	20	16	a	a	DET
fbem-23491	20	17	basis	basis	NOUN
fbem-23491	20	18	for	for	ADP
fbem-23491	20	19	decision	decision	NOUN
fbem-23491	20	20	-	-	PUNCT
fbem-23491	20	21	making	making	NOUN
fbem-23491	20	22	in	in	ADP
fbem-23491	20	23	the	the	DET
fbem-23491	20	24	mobilization	mobilization	NOUN
fbem-23491	20	25	and	and	CCONJ
fbem-23491	20	26	dispatch	dispatch	NOUN
fbem-23491	20	27	of	of	ADP
fbem-23491	20	28	emergency	emergency	NOUN
fbem-23491	20	29	supplies	supply	NOUN
fbem-23491	20	30	in	in	ADP
fbem-23491	20	31	the	the	DET
fbem-23491	20	32	early	early	ADJ
fbem-23491	20	33	stages	stage	NOUN
fbem-23491	20	34	of	of	ADP
fbem-23491	20	35	an	an	DET
fbem-23491	20	36	earthquake	earthquake	NOUN
fbem-23491	20	37	.	.	PUNCT
fbem-23491	21	1	therefore	therefore	ADV
fbem-23491	21	2	,	,	PUNCT
fbem-23491	21	3	the	the	DET
fbem-23491	21	4	selected	select	VERB
fbem-23491	21	5	data	datum	NOUN
fbem-23491	21	6	needs	need	VERB
fbem-23491	21	7	to	to	PART
fbem-23491	21	8	meet	meet	VERB
fbem-23491	21	9	the	the	DET
fbem-23491	21	10	requirements	requirement	NOUN
fbem-23491	21	11	of	of	ADP
fbem-23491	21	12	rapid	rapid	ADJ
fbem-23491	21	13	access	access	NOUN
fbem-23491	21	14	and	and	CCONJ
fbem-23491	21	15	easy	easy	ADJ
fbem-23491	21	16	analysis	analysis	NOUN
fbem-23491	21	17	.	.	PUNCT
fbem-23491	22	1	after	after	ADP
fbem-23491	22	2	comprehensive	comprehensive	ADJ
fbem-23491	22	3	consideration	consideration	NOUN
fbem-23491	22	4	of	of	ADP
fbem-23491	22	5	various	various	ADJ
fbem-23491	22	6	aspects	aspect	NOUN
fbem-23491	22	7	,	,	PUNCT
fbem-23491	22	8	this	this	DET
fbem-23491	22	9	paper	paper	NOUN
fbem-23491	22	10	selects	select	VERB
fbem-23491	22	11	the	the	DET
fbem-23491	22	12	following	follow	VERB
fbem-23491	22	13	seven	seven	NUM
fbem-23491	22	14	parameters	parameter	NOUN
fbem-23491	22	15	[	[	X
fbem-23491	22	16	2	2	NUM
fbem-23491	22	17	]	]	PUNCT
fbem-23491	22	18	as	as	ADP
fbem-23491	22	19	the	the	DET
fbem-23491	22	20	key	key	ADJ
fbem-23491	22	21	indicators	indicator	NOUN
fbem-23491	22	22	for	for	ADP
fbem-23491	22	23	assessing	assess	VERB
fbem-23491	22	24	the	the	DET
fbem-23491	22	25	number	number	NOUN
fbem-23491	22	26	of	of	ADP
fbem-23491	22	27	earthquake	earthquake	NOUN
fbem-23491	22	28	casualties	casualty	NOUN
fbem-23491	22	29	:	:	PUNCT
fbem-23491	22	30	the	the	DET
fbem-23491	22	31	magnitude	magnitude	NOUN
fbem-23491	22	32	,	,	PUNCT
fbem-23491	22	33	the	the	DET
fbem-23491	22	34	time	time	NOUN
fbem-23491	22	35	of	of	ADP
fbem-23491	22	36	the	the	DET
fbem-23491	22	37	earthquake	earthquake	NOUN
fbem-23491	22	38	,	,	PUNCT
fbem-23491	22	39	the	the	DET
fbem-23491	22	40	intensity	intensity	NOUN
fbem-23491	22	41	of	of	ADP
fbem-23491	22	42	defense	defense	NOUN
fbem-23491	22	43	,	,	PUNCT
fbem-23491	22	44	the	the	DET
fbem-23491	22	45	intensity	intensity	NOUN
fbem-23491	22	46	of	of	ADP
fbem-23491	22	47	damage	damage	NOUN
fbem-23491	22	48	,	,	PUNCT
fbem-23491	22	49	the	the	DET
fbem-23491	22	50	number	number	NOUN
fbem-23491	22	51	of	of	ADP
fbem-23491	22	52	people	people	NOUN
fbem-23491	22	53	affected	affect	VERB
fbem-23491	22	54	,	,	PUNCT
fbem-23491	22	55	the	the	DET
fbem-23491	22	56	destruction	destruction	NOUN
fbem-23491	22	57	of	of	ADP
fbem-23491	22	58	housing	housing	NOUN
fbem-23491	22	59	,	,	PUNCT
fbem-23491	22	60	and	and	CCONJ
fbem-23491	22	61	the	the	DET
fbem-23491	22	62	local	local	ADJ
fbem-23491	22	63	economic	economic	ADJ
fbem-23491	22	64	development	development	NOUN
fbem-23491	22	65	level	level	NOUN
fbem-23491	22	66	,	,	PUNCT
fbem-23491	22	67	and	and	CCONJ
fbem-23491	22	68	the	the	DET
fbem-23491	22	69	specific	specific	ADJ
fbem-23491	22	70	content	content	NOUN
fbem-23491	22	71	of	of	ADP
fbem-23491	22	72	each	each	DET
fbem-23491	22	73	predictive	predictive	ADJ
fbem-23491	22	74	indicator	indicator	NOUN
fbem-23491	22	75	is	be	AUX
fbem-23491	22	76	described	describe	VERB
fbem-23491	22	77	below	below	ADV
fbem-23491	22	78	.	.	PUNCT
fbem-23491	23	1	187	187	NUM
fbem-23491	23	2	(	(	PUNCT
fbem-23491	23	3	1	1	NUM
fbem-23491	23	4	)	)	PUNCT
fbem-23491	23	5	magnitude	magnitude	NOUN
fbem-23491	23	6	the	the	DET
fbem-23491	23	7	magnitude	magnitude	NOUN
fbem-23491	23	8	of	of	ADP
fbem-23491	23	9	an	an	DET
fbem-23491	23	10	earthquake	earthquake	NOUN
fbem-23491	23	11	is	be	AUX
fbem-23491	23	12	a	a	DET
fbem-23491	23	13	classification	classification	NOUN
fbem-23491	23	14	of	of	ADP
fbem-23491	23	15	the	the	DET
fbem-23491	23	16	magnitude	magnitude	NOUN
fbem-23491	23	17	of	of	ADP
fbem-23491	23	18	the	the	DET
fbem-23491	23	19	energy	energy	NOUN
fbem-23491	23	20	released	release	VERB
fbem-23491	23	21	by	by	ADP
fbem-23491	23	22	the	the	DET
fbem-23491	23	23	earthquake	earthquake	NOUN
fbem-23491	23	24	source	source	NOUN
fbem-23491	23	25	.	.	PUNCT
fbem-23491	24	1	the	the	PRON
fbem-23491	24	2	greater	great	ADJ
fbem-23491	24	3	the	the	DET
fbem-23491	24	4	magnitude	magnitude	NOUN
fbem-23491	24	5	,	,	PUNCT
fbem-23491	24	6	the	the	PRON
fbem-23491	24	7	greater	great	ADJ
fbem-23491	24	8	the	the	DET
fbem-23491	24	9	energy	energy	NOUN
fbem-23491	24	10	released	release	VERB
fbem-23491	24	11	by	by	ADP
fbem-23491	24	12	the	the	DET
fbem-23491	24	13	source	source	NOUN
fbem-23491	24	14	,	,	PUNCT
fbem-23491	24	15	and	and	CCONJ
fbem-23491	24	16	the	the	PRON
fbem-23491	24	17	greater	great	ADJ
fbem-23491	24	18	the	the	DET
fbem-23491	24	19	impact	impact	NOUN
fbem-23491	24	20	on	on	ADP
fbem-23491	24	21	the	the	DET
fbem-23491	24	22	surface	surface	NOUN
fbem-23491	24	23	structure	structure	NOUN
fbem-23491	24	24	.	.	PUNCT
fbem-23491	25	1	the	the	PRON
fbem-23491	25	2	greater	great	ADJ
fbem-23491	25	3	the	the	DET
fbem-23491	25	4	magnitude	magnitude	NOUN
fbem-23491	25	5	,	,	PUNCT
fbem-23491	25	6	the	the	PRON
fbem-23491	25	7	greater	great	ADJ
fbem-23491	25	8	the	the	DET
fbem-23491	25	9	destructive	destructive	ADJ
fbem-23491	25	10	power	power	NOUN
fbem-23491	25	11	to	to	ADP
fbem-23491	25	12	the	the	DET
fbem-23491	25	13	surface	surface	NOUN
fbem-23491	25	14	structure	structure	NOUN
fbem-23491	25	15	and	and	CCONJ
fbem-23491	25	16	buildings	building	NOUN
fbem-23491	25	17	on	on	ADP
fbem-23491	25	18	the	the	DET
fbem-23491	25	19	ground	ground	NOUN
fbem-23491	25	20	,	,	PUNCT
fbem-23491	25	21	and	and	CCONJ
fbem-23491	25	22	therefore	therefore	ADV
fbem-23491	25	23	,	,	PUNCT
fbem-23491	25	24	the	the	PRON
fbem-23491	25	25	greater	great	ADJ
fbem-23491	25	26	the	the	DET
fbem-23491	25	27	possibility	possibility	NOUN
fbem-23491	25	28	of	of	ADP
fbem-23491	25	29	casualties	casualty	NOUN
fbem-23491	25	30	.	.	PUNCT
fbem-23491	26	1	therefore	therefore	ADV
fbem-23491	26	2	,	,	PUNCT
fbem-23491	26	3	the	the	DET
fbem-23491	26	4	possibility	possibility	NOUN
fbem-23491	26	5	of	of	ADP
fbem-23491	26	6	casualties	casualty	NOUN
fbem-23491	26	7	is	be	AUX
fbem-23491	26	8	also	also	ADV
fbem-23491	26	9	greater	great	ADJ
fbem-23491	26	10	.	.	PUNCT
fbem-23491	27	1	(	(	PUNCT
fbem-23491	27	2	2	2	NUM
fbem-23491	27	3	)	)	PUNCT
fbem-23491	27	4	time	time	NOUN
fbem-23491	27	5	of	of	ADP
fbem-23491	27	6	occurrence	occurrence	NOUN
fbem-23491	27	7	according	accord	VERB
fbem-23491	27	8	to	to	ADP
fbem-23491	27	9	the	the	DET
fbem-23491	27	10	analysis	analysis	NOUN
fbem-23491	27	11	results	result	NOUN
fbem-23491	27	12	of	of	ADP
fbem-23491	27	13	relevant	relevant	ADJ
fbem-23491	27	14	literature	literature	NOUN
fbem-23491	27	15	,	,	PUNCT
fbem-23491	27	16	the	the	DET
fbem-23491	27	17	number	number	NOUN
fbem-23491	27	18	of	of	ADP
fbem-23491	27	19	casualties	casualty	NOUN
fbem-23491	27	20	in	in	ADP
fbem-23491	27	21	earthquakes	earthquake	NOUN
fbem-23491	27	22	occurring	occur	VERB
fbem-23491	27	23	between	between	ADP
fbem-23491	27	24	0:00	0:00	NUM
fbem-23491	27	25	a.m.	a.m.	NOUN
fbem-23491	27	26	and	and	CCONJ
fbem-23491	27	27	6:00	6:00	NUM
fbem-23491	27	28	a.m.	a.m.	NOUN
fbem-23491	27	29	is	be	AUX
fbem-23491	27	30	relatively	relatively	ADV
fbem-23491	27	31	high	high	ADJ
fbem-23491	27	32	,	,	PUNCT
fbem-23491	27	33	so	so	SCONJ
fbem-23491	27	34	this	this	DET
fbem-23491	27	35	paper	paper	NOUN
fbem-23491	27	36	marks	mark	NOUN
fbem-23491	27	37	this	this	DET
fbem-23491	27	38	time	time	NOUN
fbem-23491	27	39	period	period	NOUN
fbem-23491	27	40	as	as	ADP
fbem-23491	27	41	2	2	NUM
fbem-23491	27	42	,	,	PUNCT
fbem-23491	27	43	and	and	CCONJ
fbem-23491	27	44	other	other	ADJ
fbem-23491	27	45	times	time	NOUN
fbem-23491	27	46	as	as	ADP
fbem-23491	27	47	1	1	NUM
fbem-23491	27	48	.	.	PUNCT
fbem-23491	28	1	(	(	PUNCT
fbem-23491	28	2	3	3	X
fbem-23491	28	3	)	)	PUNCT
fbem-23491	28	4	intensity	intensity	NOUN
fbem-23491	28	5	of	of	ADP
fbem-23491	28	6	defense	defense	NOUN
fbem-23491	28	7	intensity	intensity	NOUN
fbem-23491	28	8	of	of	ADP
fbem-23491	28	9	defense	defense	NOUN
fbem-23491	28	10	reflects	reflect	VERB
fbem-23491	28	11	the	the	DET
fbem-23491	28	12	ability	ability	NOUN
fbem-23491	28	13	of	of	ADP
fbem-23491	28	14	buildings	building	NOUN
fbem-23491	28	15	to	to	PART
fbem-23491	28	16	resist	resist	VERB
fbem-23491	28	17	the	the	DET
fbem-23491	28	18	damage	damage	NOUN
fbem-23491	28	19	caused	cause	VERB
fbem-23491	28	20	by	by	ADP
fbem-23491	28	21	seismic	seismic	ADJ
fbem-23491	28	22	waves	wave	NOUN
fbem-23491	28	23	,	,	PUNCT
fbem-23491	28	24	which	which	PRON
fbem-23491	28	25	directly	directly	ADV
fbem-23491	28	26	determines	determine	VERB
fbem-23491	28	27	the	the	DET
fbem-23491	28	28	stability	stability	NOUN
fbem-23491	28	29	and	and	CCONJ
fbem-23491	28	30	safety	safety	NOUN
fbem-23491	28	31	of	of	ADP
fbem-23491	28	32	buildings	building	NOUN
fbem-23491	28	33	in	in	ADP
fbem-23491	28	34	earthquakes	earthquake	NOUN
fbem-23491	28	35	.	.	PUNCT
fbem-23491	29	1	in	in	ADP
fbem-23491	29	2	an	an	DET
fbem-23491	29	3	area	area	NOUN
fbem-23491	29	4	with	with	ADP
fbem-23491	29	5	a	a	DET
fbem-23491	29	6	high	high	ADJ
fbem-23491	29	7	intensity	intensity	NOUN
fbem-23491	29	8	of	of	ADP
fbem-23491	29	9	defense	defense	NOUN
fbem-23491	29	10	,	,	PUNCT
fbem-23491	29	11	buildings	building	NOUN
fbem-23491	29	12	may	may	AUX
fbem-23491	29	13	be	be	AUX
fbem-23491	29	14	less	less	ADV
fbem-23491	29	15	damaged	damage	VERB
fbem-23491	29	16	in	in	ADP
fbem-23491	29	17	an	an	DET
fbem-23491	29	18	earthquake	earthquake	NOUN
fbem-23491	29	19	,	,	PUNCT
fbem-23491	29	20	thus	thus	ADV
fbem-23491	29	21	reducing	reduce	VERB
fbem-23491	29	22	the	the	DET
fbem-23491	29	23	risk	risk	NOUN
fbem-23491	29	24	of	of	ADP
fbem-23491	29	25	casualties	casualty	NOUN
fbem-23491	29	26	.	.	PUNCT
fbem-23491	30	1	(	(	PUNCT
fbem-23491	30	2	4	4	X
fbem-23491	30	3	)	)	PUNCT
fbem-23491	30	4	damage	damage	NOUN
fbem-23491	30	5	intensity	intensity	NOUN
fbem-23491	30	6	damage	damage	NOUN
fbem-23491	30	7	intensity	intensity	NOUN
fbem-23491	30	8	is	be	AUX
fbem-23491	30	9	the	the	DET
fbem-23491	30	10	actual	actual	ADJ
fbem-23491	30	11	observed	observe	VERB
fbem-23491	30	12	degree	degree	NOUN
fbem-23491	30	13	of	of	ADP
fbem-23491	30	14	damage	damage	NOUN
fbem-23491	30	15	caused	cause	VERB
fbem-23491	30	16	by	by	ADP
fbem-23491	30	17	the	the	DET
fbem-23491	30	18	earthquake	earthquake	NOUN
fbem-23491	30	19	to	to	ADP
fbem-23491	30	20	the	the	DET
fbem-23491	30	21	ground	ground	NOUN
fbem-23491	30	22	and	and	CCONJ
fbem-23491	30	23	buildings	building	NOUN
fbem-23491	30	24	,	,	PUNCT
fbem-23491	30	25	and	and	CCONJ
fbem-23491	30	26	also	also	ADV
fbem-23491	30	27	directly	directly	ADV
fbem-23491	30	28	reflects	reflect	VERB
fbem-23491	30	29	the	the	DET
fbem-23491	30	30	actual	actual	ADJ
fbem-23491	30	31	impact	impact	NOUN
fbem-23491	30	32	of	of	ADP
fbem-23491	30	33	the	the	DET
fbem-23491	30	34	earthquake	earthquake	NOUN
fbem-23491	30	35	,	,	PUNCT
fbem-23491	30	36	which	which	PRON
fbem-23491	30	37	is	be	AUX
fbem-23491	30	38	closely	closely	ADV
fbem-23491	30	39	related	relate	VERB
fbem-23491	30	40	to	to	ADP
fbem-23491	30	41	the	the	DET
fbem-23491	30	42	casualties	casualty	NOUN
fbem-23491	30	43	.	.	PUNCT
fbem-23491	31	1	generally	generally	ADV
fbem-23491	31	2	speaking	speak	VERB
fbem-23491	31	3	,	,	PUNCT
fbem-23491	31	4	the	the	PRON
fbem-23491	31	5	higher	high	ADJ
fbem-23491	31	6	the	the	DET
fbem-23491	31	7	damage	damage	NOUN
fbem-23491	31	8	intensity	intensity	NOUN
fbem-23491	31	9	,	,	PUNCT
fbem-23491	31	10	the	the	PRON
fbem-23491	31	11	more	more	ADV
fbem-23491	31	12	serious	serious	ADJ
fbem-23491	31	13	the	the	DET
fbem-23491	31	14	casualties	casualty	NOUN
fbem-23491	31	15	.	.	PUNCT
fbem-23491	32	1	(	(	PUNCT
fbem-23491	32	2	5	5	X
fbem-23491	32	3	)	)	PUNCT
fbem-23491	32	4	affected	affect	VERB
fbem-23491	32	5	population	population	NOUN
fbem-23491	32	6	the	the	DET
fbem-23491	32	7	affected	affected	ADJ
fbem-23491	32	8	population	population	NOUN
fbem-23491	32	9	refers	refer	VERB
fbem-23491	32	10	to	to	ADP
fbem-23491	32	11	the	the	DET
fbem-23491	32	12	group	group	NOUN
fbem-23491	32	13	of	of	ADP
fbem-23491	32	14	people	people	NOUN
fbem-23491	32	15	who	who	PRON
fbem-23491	32	16	are	be	AUX
fbem-23491	32	17	affected	affect	VERB
fbem-23491	32	18	and	and	CCONJ
fbem-23491	32	19	may	may	AUX
fbem-23491	32	20	suffer	suffer	VERB
fbem-23491	32	21	casualties	casualty	NOUN
fbem-23491	32	22	in	in	ADP
fbem-23491	32	23	an	an	DET
fbem-23491	32	24	earthquake	earthquake	NOUN
fbem-23491	32	25	,	,	PUNCT
fbem-23491	32	26	and	and	CCONJ
fbem-23491	32	27	is	be	AUX
fbem-23491	32	28	one	one	NUM
fbem-23491	32	29	of	of	ADP
fbem-23491	32	30	the	the	DET
fbem-23491	32	31	important	important	ADJ
fbem-23491	32	32	indicators	indicator	NOUN
fbem-23491	32	33	for	for	ADP
fbem-23491	32	34	assessing	assess	VERB
fbem-23491	32	35	earthquake	earthquake	NOUN
fbem-23491	32	36	casualties	casualty	NOUN
fbem-23491	32	37	.	.	PUNCT
fbem-23491	33	1	densely	densely	ADV
fbem-23491	33	2	populated	populate	VERB
fbem-23491	33	3	areas	area	NOUN
fbem-23491	33	4	tend	tend	VERB
fbem-23491	33	5	to	to	PART
fbem-23491	33	6	cause	cause	VERB
fbem-23491	33	7	greater	great	ADJ
fbem-23491	33	8	casualties	casualty	NOUN
fbem-23491	33	9	in	in	ADP
fbem-23491	33	10	earthquakes	earthquake	NOUN
fbem-23491	33	11	.	.	PUNCT
fbem-23491	34	1	in	in	ADP
fbem-23491	34	2	addition	addition	NOUN
fbem-23491	34	3	,	,	PUNCT
fbem-23491	34	4	data	datum	NOUN
fbem-23491	34	5	on	on	ADP
fbem-23491	34	6	the	the	DET
fbem-23491	34	7	affected	affected	ADJ
fbem-23491	34	8	population	population	NOUN
fbem-23491	34	9	can	can	AUX
fbem-23491	34	10	be	be	AUX
fbem-23491	34	11	collected	collect	VERB
fbem-23491	34	12	and	and	CCONJ
fbem-23491	34	13	organized	organize	VERB
fbem-23491	34	14	by	by	ADP
fbem-23491	34	15	statistical	statistical	ADJ
fbem-23491	34	16	departments	department	NOUN
fbem-23491	34	17	or	or	CCONJ
fbem-23491	34	18	related	related	ADJ
fbem-23491	34	19	organizations	organization	NOUN
fbem-23491	34	20	,	,	PUNCT
fbem-23491	34	21	and	and	CCONJ
fbem-23491	34	22	the	the	DET
fbem-23491	34	23	data	data	NOUN
fbem-23491	34	24	is	be	AUX
fbem-23491	34	25	relatively	relatively	ADV
fbem-23491	34	26	accurate	accurate	ADJ
fbem-23491	34	27	and	and	CCONJ
fbem-23491	34	28	reliable	reliable	ADJ
fbem-23491	34	29	.	.	PUNCT
fbem-23491	35	1	(	(	PUNCT
fbem-23491	35	2	6	6	NUM
fbem-23491	35	3	)	)	PUNCT
fbem-23491	35	4	destruction	destruction	NOUN
fbem-23491	35	5	of	of	ADP
fbem-23491	35	6	housing	housing	NOUN
fbem-23491	35	7	housing	housing	NOUN
fbem-23491	35	8	is	be	AUX
fbem-23491	35	9	a	a	DET
fbem-23491	35	10	basic	basic	ADJ
fbem-23491	35	11	place	place	NOUN
fbem-23491	35	12	for	for	SCONJ
fbem-23491	35	13	people	people	NOUN
fbem-23491	35	14	to	to	PART
fbem-23491	35	15	live	live	VERB
fbem-23491	35	16	,	,	PUNCT
fbem-23491	35	17	and	and	CCONJ
fbem-23491	35	18	the	the	DET
fbem-23491	35	19	degree	degree	NOUN
fbem-23491	35	20	of	of	ADP
fbem-23491	35	21	damage	damage	NOUN
fbem-23491	35	22	to	to	ADP
fbem-23491	35	23	housing	housing	NOUN
fbem-23491	35	24	directly	directly	ADV
fbem-23491	35	25	affects	affect	VERB
fbem-23491	35	26	people	people	NOUN
fbem-23491	35	27	's	's	PART
fbem-23491	35	28	life	life	NOUN
fbem-23491	35	29	safety	safety	NOUN
fbem-23491	35	30	and	and	CCONJ
fbem-23491	35	31	quality	quality	NOUN
fbem-23491	35	32	of	of	ADP
fbem-23491	35	33	life	life	NOUN
fbem-23491	35	34	,	,	PUNCT
fbem-23491	35	35	and	and	CCONJ
fbem-23491	35	36	heavy	heavy	ADJ
fbem-23491	35	37	housing	housing	NOUN
fbem-23491	35	38	destruction	destruction	NOUN
fbem-23491	35	39	often	often	ADV
fbem-23491	35	40	leads	lead	VERB
fbem-23491	35	41	to	to	ADP
fbem-23491	35	42	a	a	DET
fbem-23491	35	43	large	large	ADJ
fbem-23491	35	44	number	number	NOUN
fbem-23491	35	45	of	of	ADP
fbem-23491	35	46	casualties	casualty	NOUN
fbem-23491	35	47	.	.	PUNCT
fbem-23491	36	1	housing	housing	NOUN
fbem-23491	36	2	destruction	destruction	NOUN
fbem-23491	36	3	refers	refer	VERB
fbem-23491	36	4	to	to	ADP
fbem-23491	36	5	the	the	DET
fbem-23491	36	6	extent	extent	NOUN
fbem-23491	36	7	of	of	ADP
fbem-23491	36	8	housing	housing	NOUN
fbem-23491	36	9	damage	damage	NOUN
fbem-23491	36	10	in	in	ADP
fbem-23491	36	11	an	an	DET
fbem-23491	36	12	earthquake	earthquake	NOUN
fbem-23491	36	13	,	,	PUNCT
fbem-23491	36	14	including	include	VERB
fbem-23491	36	15	collapse	collapse	NOUN
fbem-23491	36	16	,	,	PUNCT
fbem-23491	36	17	cracks	crack	NOUN
fbem-23491	36	18	,	,	PUNCT
fbem-23491	36	19	etc	etc	X
fbem-23491	36	20	.	.	X
fbem-23491	36	21	,	,	PUNCT
fbem-23491	36	22	which	which	PRON
fbem-23491	36	23	can	can	AUX
fbem-23491	36	24	be	be	AUX
fbem-23491	36	25	obtained	obtain	VERB
fbem-23491	36	26	through	through	ADP
fbem-23491	36	27	on	on	ADP
fbem-23491	36	28	-	-	PUNCT
fbem-23491	36	29	site	site	NOUN
fbem-23491	36	30	investigation	investigation	NOUN
fbem-23491	36	31	,	,	PUNCT
fbem-23491	36	32	remote	remote	ADJ
fbem-23491	36	33	sensing	sense	VERB
fbem-23491	36	34	technology	technology	NOUN
fbem-23491	36	35	and	and	CCONJ
fbem-23491	36	36	feedback	feedback	NOUN
fbem-23491	36	37	from	from	ADP
fbem-23491	36	38	residents	resident	NOUN
fbem-23491	36	39	.	.	PUNCT
fbem-23491	37	1	(	(	PUNCT
fbem-23491	37	2	7	7	X
fbem-23491	37	3	)	)	PUNCT
fbem-23491	37	4	level	level	NOUN
fbem-23491	37	5	of	of	ADP
fbem-23491	37	6	economic	economic	ADJ
fbem-23491	37	7	development	development	NOUN
fbem-23491	37	8	the	the	DET
fbem-23491	37	9	level	level	NOUN
fbem-23491	37	10	of	of	ADP
fbem-23491	37	11	local	local	ADJ
fbem-23491	37	12	economic	economic	ADJ
fbem-23491	37	13	development	development	NOUN
fbem-23491	37	14	has	have	VERB
fbem-23491	37	15	a	a	DET
fbem-23491	37	16	certain	certain	ADJ
fbem-23491	37	17	correlation	correlation	NOUN
fbem-23491	37	18	with	with	ADP
fbem-23491	37	19	earthquake	earthquake	NOUN
fbem-23491	37	20	casualties	casualty	NOUN
fbem-23491	37	21	.	.	PUNCT
fbem-23491	38	1	regions	region	NOUN
fbem-23491	38	2	with	with	ADP
fbem-23491	38	3	higher	high	ADJ
fbem-23491	38	4	levels	level	NOUN
fbem-23491	38	5	of	of	ADP
fbem-23491	38	6	economic	economic	ADJ
fbem-23491	38	7	development	development	NOUN
fbem-23491	38	8	usually	usually	ADV
fbem-23491	38	9	have	have	VERB
fbem-23491	38	10	better	well	ADJ
fbem-23491	38	11	infrastructures	infrastructure	NOUN
fbem-23491	38	12	and	and	CCONJ
fbem-23491	38	13	emergency	emergency	NOUN
fbem-23491	38	14	response	response	NOUN
fbem-23491	38	15	capabilities	capability	NOUN
fbem-23491	38	16	,	,	PUNCT
fbem-23491	38	17	and	and	CCONJ
fbem-23491	38	18	are	be	AUX
fbem-23491	38	19	able	able	ADJ
fbem-23491	38	20	to	to	PART
fbem-23491	38	21	respond	respond	VERB
fbem-23491	38	22	more	more	ADV
fbem-23491	38	23	effectively	effectively	ADV
fbem-23491	38	24	to	to	ADP
fbem-23491	38	25	earthquake	earthquake	NOUN
fbem-23491	38	26	disasters	disaster	NOUN
fbem-23491	38	27	and	and	CCONJ
fbem-23491	38	28	reduce	reduce	VERB
fbem-23491	38	29	casualties	casualty	NOUN
fbem-23491	38	30	.	.	PUNCT
fbem-23491	39	1	2.2	2.2	NUM
fbem-23491	39	2	.	.	PUNCT
fbem-23491	39	3	data	datum	NOUN
fbem-23491	39	4	processing	process	VERB
fbem-23491	39	5	2.2.1	2.2.1	NUM
fbem-23491	39	6	.	.	PUNCT
fbem-23491	39	7	data	datum	NOUN
fbem-23491	39	8	standardization	standardization	NOUN
fbem-23491	39	9	data	datum	NOUN
fbem-23491	39	10	standardization	standardization	NOUN
fbem-23491	39	11	can	can	AUX
fbem-23491	39	12	scale	scale	VERB
fbem-23491	39	13	the	the	DET
fbem-23491	39	14	data	datum	NOUN
fbem-23491	39	15	to	to	ADP
fbem-23491	39	16	a	a	DET
fbem-23491	39	17	uniform	uniform	ADJ
fbem-23491	39	18	range	range	NOUN
fbem-23491	39	19	of	of	ADP
fbem-23491	39	20	scales	scale	NOUN
fbem-23491	39	21	,	,	PUNCT
fbem-23491	39	22	reducing	reduce	VERB
fbem-23491	39	23	the	the	DET
fbem-23491	39	24	differences	difference	NOUN
fbem-23491	39	25	between	between	ADP
fbem-23491	39	26	variables	variable	NOUN
fbem-23491	39	27	and	and	CCONJ
fbem-23491	39	28	facilitating	facilitate	VERB
fbem-23491	39	29	the	the	DET
fbem-23491	39	30	convergence	convergence	NOUN
fbem-23491	39	31	of	of	ADP
fbem-23491	39	32	machine	machine	NOUN
fbem-23491	39	33	learning	learn	VERB
fbem-23491	39	34	algorithms	algorithm	NOUN
fbem-23491	39	35	.	.	PUNCT
fbem-23491	40	1	especially	especially	ADV
fbem-23491	40	2	in	in	ADP
fbem-23491	40	3	bp	bp	PROPN
fbem-23491	40	4	neural	neural	ADJ
fbem-23491	40	5	network	network	NOUN
fbem-23491	40	6	,	,	PUNCT
fbem-23491	40	7	its	its	PRON
fbem-23491	40	8	training	training	NOUN
fbem-23491	40	9	process	process	NOUN
fbem-23491	40	10	based	base	VERB
fbem-23491	40	11	on	on	ADP
fbem-23491	40	12	gradient	gradient	ADJ
fbem-23491	40	13	descent	descent	NOUN
fbem-23491	40	14	method	method	NOUN
fbem-23491	40	15	is	be	AUX
fbem-23491	40	16	very	very	ADV
fbem-23491	40	17	sensitive	sensitive	ADJ
fbem-23491	40	18	to	to	ADP
fbem-23491	40	19	the	the	DET
fbem-23491	40	20	scale	scale	NOUN
fbem-23491	40	21	of	of	ADP
fbem-23491	40	22	input	input	NOUN
fbem-23491	40	23	data	datum	NOUN
fbem-23491	40	24	.	.	PUNCT
fbem-23491	41	1	the	the	DET
fbem-23491	41	2	standardization	standardization	NOUN
fbem-23491	41	3	process	process	NOUN
fbem-23491	41	4	can	can	AUX
fbem-23491	41	5	accelerate	accelerate	VERB
fbem-23491	41	6	the	the	DET
fbem-23491	41	7	adjustment	adjustment	NOUN
fbem-23491	41	8	process	process	NOUN
fbem-23491	41	9	of	of	ADP
fbem-23491	41	10	weights	weight	NOUN
fbem-23491	41	11	and	and	CCONJ
fbem-23491	41	12	improve	improve	VERB
fbem-23491	41	13	the	the	DET
fbem-23491	41	14	training	training	NOUN
fbem-23491	41	15	efficiency	efficiency	NOUN
fbem-23491	41	16	of	of	ADP
fbem-23491	41	17	the	the	DET
fbem-23491	41	18	model	model	NOUN
fbem-23491	41	19	,	,	PUNCT
fbem-23491	41	20	and	and	CCONJ
fbem-23491	41	21	the	the	DET
fbem-23491	41	22	following	follow	VERB
fbem-23491	41	23	are	be	AUX
fbem-23491	41	24	the	the	DET
fbem-23491	41	25	specific	specific	ADJ
fbem-23491	41	26	steps	step	NOUN
fbem-23491	41	27	of	of	ADP
fbem-23491	41	28	data	datum	NOUN
fbem-23491	41	29	standardization	standardization	NOUN
fbem-23491	41	30	.	.	PUNCT
fbem-23491	42	1	(	(	PUNCT
fbem-23491	42	2	1	1	X
fbem-23491	42	3	)	)	PUNCT
fbem-23491	42	4	calculate	calculate	NOUN
fbem-23491	42	5	the	the	DET
fbem-23491	42	6	mean	mean	ADJ
fbem-23491	42	7	value	value	NOUN
fbem-23491	42	8	for	for	ADP
fbem-23491	42	9	all	all	DET
fbem-23491	42	10	the	the	DET
fbem-23491	42	11	collected	collect	VERB
fbem-23491	42	12	indicator	indicator	NOUN
fbem-23491	42	13	data	datum	NOUN
fbem-23491	42	14	,	,	PUNCT
fbem-23491	42	15	first	first	ADV
fbem-23491	42	16	calculate	calculate	VERB
fbem-23491	42	17	the	the	DET
fbem-23491	42	18	mean	mean	ADJ
fbem-23491	42	19	value	value	NOUN
fbem-23491	42	20	of	of	ADP
fbem-23491	42	21	its	its	PRON
fbem-23491	42	22	data	data	NOUN
fbem-23491	42	23	values	value	NOUN
fbem-23491	42	24	,	,	PUNCT
fbem-23491	42	25	and	and	CCONJ
fbem-23491	42	26	the	the	DET
fbem-23491	42	27	calculation	calculation	NOUN
fbem-23491	42	28	formula	formula	NOUN
fbem-23491	42	29	is	be	AUX
fbem-23491	42	30	:	:	PUNCT
fbem-23491	42	31	𝑀𝑒𝑎𝑛	𝑀𝑒𝑎𝑛	NOUN
fbem-23491	42	32	=	=	SYM
fbem-23491	42	33	1	1	NUM
fbem-23491	42	34	𝑛	𝑛	PROPN
fbem-23491	42	35	∑	∑	PUNCT
fbem-23491	42	36	𝑥𝑖	𝑥𝑖	PROPN
fbem-23491	42	37	𝑛	𝑛	PRON
fbem-23491	42	38	𝑖=1	𝑖=1	PROPN
fbem-23491	42	39	(	(	PUNCT
fbem-23491	42	40	1	1	NUM
fbem-23491	42	41	)	)	PUNCT
fbem-23491	42	42	(	(	PUNCT
fbem-23491	42	43	2	2	X
fbem-23491	42	44	)	)	PUNCT
fbem-23491	42	45	calculating	calculate	VERB
fbem-23491	42	46	the	the	DET
fbem-23491	42	47	standard	standard	ADJ
fbem-23491	42	48	deviation	deviation	NOUN
fbem-23491	42	49	average	average	ADJ
fbem-23491	42	50	the	the	DET
fbem-23491	42	51	square	square	NOUN
fbem-23491	42	52	of	of	ADP
fbem-23491	42	53	the	the	DET
fbem-23491	42	54	difference	difference	NOUN
fbem-23491	42	55	from	from	ADP
fbem-23491	42	56	the	the	DET
fbem-23491	42	57	mean	mean	NOUN
fbem-23491	42	58	for	for	ADP
fbem-23491	42	59	each	each	DET
fbem-23491	42	60	data	datum	NOUN
fbem-23491	42	61	point	point	NOUN
fbem-23491	42	62	and	and	CCONJ
fbem-23491	42	63	then	then	ADV
fbem-23491	42	64	take	take	VERB
fbem-23491	42	65	the	the	DET
fbem-23491	42	66	square	square	ADJ
fbem-23491	42	67	root	root	NOUN
fbem-23491	42	68	of	of	ADP
fbem-23491	42	69	that	that	DET
fbem-23491	42	70	average	average	NOUN
fbem-23491	42	71	,	,	PUNCT
fbem-23491	42	72	and	and	CCONJ
fbem-23491	42	73	the	the	DET
fbem-23491	42	74	calculation	calculation	NOUN
fbem-23491	42	75	formula	formula	NOUN
fbem-23491	42	76	is	be	AUX
fbem-23491	42	77	:	:	PUNCT
fbem-23491	43	1	𝑆𝑡𝑎𝑛𝑑𝑎𝑟𝑑𝐷𝑒𝑣𝑖𝑎𝑡𝑖𝑜𝑛	𝑆𝑡𝑎𝑛𝑑𝑎𝑟𝑑𝐷𝑒𝑣𝑖𝑎𝑡𝑖𝑜𝑛	PROPN
fbem-23491	43	2	=	=	PUNCT
fbem-23491	44	1	√	√	PROPN
fbem-23491	44	2	1	1	NUM
fbem-23491	44	3	𝑛	𝑛	PRON
fbem-23491	44	4	∑	∑	PROPN
fbem-23491	44	5	(	(	PUNCT
fbem-23491	44	6	𝜆𝑖	𝜆𝑖	PROPN
fbem-23491	44	7	−	−	PROPN
fbem-23491	44	8	𝑀𝑒𝑎𝑛	𝑀𝑒𝑎𝑛	PROPN
fbem-23491	44	9	)	)	PUNCT
fbem-23491	44	10	2𝑛	2𝑛	PROPN
fbem-23491	44	11	𝑖=1	𝑖=1	PUNCT
fbem-23491	45	1	(	(	PUNCT
fbem-23491	45	2	2	2	NUM
fbem-23491	45	3	)	)	PUNCT
fbem-23491	45	4	(	(	PUNCT
fbem-23491	45	5	3	3	X
fbem-23491	45	6	)	)	PUNCT
fbem-23491	45	7	standardizing	standardize	VERB
fbem-23491	45	8	data	datum	NOUN
fbem-23491	45	9	for	for	ADP
fbem-23491	45	10	each	each	DET
fbem-23491	45	11	case	case	NOUN
fbem-23491	45	12	data	data	NOUN
fbem-23491	45	13	point	point	NOUN
fbem-23491	45	14	collected	collect	VERB
fbem-23491	45	15	,	,	PUNCT
fbem-23491	45	16	subtract	subtract	VERB
fbem-23491	45	17	the	the	DET
fbem-23491	45	18	mean	mean	NOUN
fbem-23491	45	19	and	and	CCONJ
fbem-23491	45	20	divide	divide	VERB
fbem-23491	45	21	by	by	ADP
fbem-23491	45	22	the	the	DET
fbem-23491	45	23	standard	standard	ADJ
fbem-23491	45	24	deviation	deviation	NOUN
fbem-23491	45	25	,	,	PUNCT
fbem-23491	45	26	and	and	CCONJ
fbem-23491	45	27	the	the	DET
fbem-23491	45	28	calculation	calculation	NOUN
fbem-23491	45	29	formula	formula	NOUN
fbem-23491	45	30	is	be	AUX
fbem-23491	45	31	:	:	PUNCT
fbem-23491	45	32	𝑆𝑡𝑎𝑛𝑑𝑎𝑟𝑑𝑖𝑧𝑒𝑑𝐷𝑎𝑡𝑎	𝑆𝑡𝑎𝑛𝑑𝑎𝑟𝑑𝑖𝑧𝑒𝑑𝐷𝑎𝑡𝑎	PROPN
fbem-23491	45	33	=	=	SYM
fbem-23491	45	34	𝑥𝑖−𝑀𝑒𝑎𝑛	𝑥𝑖−𝑀𝑒𝑎𝑛	PROPN
fbem-23491	45	35	𝑆𝑡𝑎𝑛𝑑𝑎𝑟𝑑𝐷𝑒𝑣𝑖𝑎𝑡𝑖𝑜𝑛	𝑆𝑡𝑎𝑛𝑑𝑎𝑟𝑑𝐷𝑒𝑣𝑖𝑎𝑡𝑖𝑜𝑛	PROPN
fbem-23491	45	36	(	(	PUNCT
fbem-23491	45	37	3	3	NUM
fbem-23491	45	38	)	)	PUNCT
fbem-23491	45	39	2.2.2	2.2.2	NUM
fbem-23491	45	40	.	.	PUNCT
fbem-23491	45	41	calculate	calculate	VERB
fbem-23491	45	42	the	the	DET
fbem-23491	45	43	pearson	pearson	PROPN
fbem-23491	45	44	correlation	correlation	NOUN
fbem-23491	45	45	coefficient	coefficient	NOUN
fbem-23491	45	46	matrix	matrix	NOUN
fbem-23491	45	47	by	by	ADP
fbem-23491	45	48	calculating	calculate	VERB
fbem-23491	45	49	the	the	DET
fbem-23491	45	50	pearson	pearson	NOUN
fbem-23491	45	51	correlation	correlation	NOUN
fbem-23491	45	52	coefficients	coefficient	NOUN
fbem-23491	45	53	between	between	ADP
fbem-23491	45	54	each	each	DET
fbem-23491	45	55	feature	feature	NOUN
fbem-23491	45	56	and	and	CCONJ
fbem-23491	45	57	the	the	DET
fbem-23491	45	58	number	number	NOUN
fbem-23491	45	59	of	of	ADP
fbem-23491	45	60	injuries	injury	NOUN
fbem-23491	45	61	,	,	PUNCT
fbem-23491	45	62	this	this	DET
fbem-23491	45	63	subsection	subsection	NOUN
fbem-23491	45	64	can	can	AUX
fbem-23491	45	65	clearly	clearly	ADV
fbem-23491	45	66	demonstrate	demonstrate	VERB
fbem-23491	45	67	the	the	DET
fbem-23491	45	68	linear	linear	ADJ
fbem-23491	45	69	relationship	relationship	NOUN
fbem-23491	45	70	between	between	ADP
fbem-23491	45	71	features	feature	NOUN
fbem-23491	45	72	such	such	ADJ
fbem-23491	45	73	as	as	ADP
fbem-23491	45	74	magnitude	magnitude	NOUN
fbem-23491	45	75	,	,	PUNCT
fbem-23491	45	76	time	time	NOUN
fbem-23491	45	77	of	of	ADP
fbem-23491	45	78	occurrence	occurrence	NOUN
fbem-23491	45	79	,	,	PUNCT
fbem-23491	45	80	intensity	intensity	NOUN
fbem-23491	45	81	of	of	ADP
fbem-23491	45	82	defense	defense	NOUN
fbem-23491	45	83	,	,	PUNCT
fbem-23491	45	84	and	and	CCONJ
fbem-23491	45	85	population	population	NOUN
fbem-23491	45	86	affected	affect	VERB
fbem-23491	45	87	by	by	ADP
fbem-23491	45	88	the	the	DET
fbem-23491	45	89	earthquake	earthquake	NOUN
fbem-23491	45	90	and	and	CCONJ
fbem-23491	45	91	the	the	DET
fbem-23491	45	92	number	number	NOUN
fbem-23491	45	93	of	of	ADP
fbem-23491	45	94	injuries	injury	NOUN
fbem-23491	45	95	,	,	PUNCT
fbem-23491	45	96	in	in	ADP
fbem-23491	45	97	order	order	NOUN
fbem-23491	45	98	to	to	PART
fbem-23491	45	99	better	well	ADV
fbem-23491	45	100	understand	understand	VERB
fbem-23491	45	101	the	the	DET
fbem-23491	45	102	impact	impact	NOUN
fbem-23491	45	103	of	of	ADP
fbem-23491	45	104	earthquakes	earthquake	NOUN
fbem-23491	45	105	on	on	ADP
fbem-23491	45	106	human	human	ADJ
fbem-23491	45	107	casualties	casualty	NOUN
fbem-23491	45	108	.	.	PUNCT
fbem-23491	46	1	the	the	DET
fbem-23491	46	2	pearson	pearson	PROPN
fbem-23491	46	3	correlation	correlation	NOUN
fbem-23491	46	4	coefficient	coefficient	NOUN
fbem-23491	46	5	helps	help	VERB
fbem-23491	46	6	to	to	PART
fbem-23491	46	7	select	select	VERB
fbem-23491	46	8	the	the	DET
fbem-23491	46	9	features	feature	NOUN
fbem-23491	46	10	that	that	PRON
fbem-23491	46	11	are	be	AUX
fbem-23491	46	12	most	most	ADV
fbem-23491	46	13	helpful	helpful	ADJ
fbem-23491	46	14	in	in	ADP
fbem-23491	46	15	predicting	predict	VERB
fbem-23491	46	16	the	the	DET
fbem-23491	46	17	number	number	NOUN
fbem-23491	46	18	of	of	ADP
fbem-23491	46	19	casualties	casualty	NOUN
fbem-23491	46	20	and	and	CCONJ
fbem-23491	46	21	improves	improve	VERB
fbem-23491	46	22	the	the	DET
fbem-23491	46	23	accuracy	accuracy	NOUN
fbem-23491	46	24	of	of	ADP
fbem-23491	46	25	the	the	DET
fbem-23491	46	26	model	model	NOUN
fbem-23491	46	27	.	.	PUNCT
fbem-23491	47	1	the	the	DET
fbem-23491	47	2	calculation	calculation	NOUN
fbem-23491	47	3	formula	formula	NOUN
fbem-23491	47	4	is	be	AUX
fbem-23491	47	5	shown	show	VERB
fbem-23491	47	6	below	below	ADP
fbem-23491	47	7	:	:	PUNCT
fbem-23491	47	8	𝑟𝑥𝑦	𝑟𝑥𝑦	ADP
fbem-23491	47	9	=	=	SYM
fbem-23491	47	10	∑	∑	PROPN
fbem-23491	47	11	(	(	PUNCT
fbem-23491	47	12	𝑥𝑖−	𝑥𝑖−	NOUN
fbem-23491	47	13	�	�	NOUN
fbem-23491	47	14	̅	̅	NOUN
fbem-23491	47	15	�	�	SYM
fbem-23491	47	16	)(𝑦𝑖−	)(𝑦𝑖−	NOUN
fbem-23491	47	17	�	�	PROPN
fbem-23491	47	18	̅	̅	NOUN
fbem-23491	47	19	�	�	NOUN
fbem-23491	47	20	)	)	PUNCT
fbem-23491	47	21	𝑛	𝑛	PRON
fbem-23491	47	22	𝑖=1	𝑖=1	PROPN
fbem-23491	47	23	√∑	√∑	X
fbem-23491	47	24	(	(	PUNCT
fbem-23491	47	25	𝑥𝑖−	𝑥𝑖−	NOUN
fbem-23491	47	26	�	�	SYM
fbem-23491	47	27	̅	̅	NOUN
fbem-23491	47	28	�	�	NOUN
fbem-23491	47	29	)	)	PUNCT
fbem-23491	47	30	2𝑛	2𝑛	PROPN
fbem-23491	48	1	𝑗=1	𝑗=1	PROPN
fbem-23491	48	2	√∑	√∑	ADV
fbem-23491	48	3	(	(	PUNCT
fbem-23491	48	4	𝑦𝑖−	𝑦𝑖−	NUM
fbem-23491	48	5	�	�	PROPN
fbem-23491	48	6	̅	̅	NOUN
fbem-23491	48	7	�	�	NOUN
fbem-23491	48	8	)	)	PUNCT
fbem-23491	48	9	2𝑛	2𝑛	PROPN
fbem-23491	49	1	𝑗=1	𝑗=1	PROPN
fbem-23491	49	2	(	(	PUNCT
fbem-23491	49	3	4	4	X
fbem-23491	49	4	)	)	PUNCT
fbem-23491	49	5	where	where	SCONJ
fbem-23491	49	6	𝑟𝑥𝑦	𝑟𝑥𝑦	NOUN
fbem-23491	49	7	denotes	denote	VERB
fbem-23491	49	8	the	the	DET
fbem-23491	49	9	pearson	pearson	PROPN
fbem-23491	49	10	correlation	correlation	NOUN
fbem-23491	49	11	coefficient	coefficient	NOUN
fbem-23491	49	12	between	between	ADP
fbem-23491	49	13	feature	feature	NOUN
fbem-23491	49	14	𝑥	𝑥	NOUN
fbem-23491	49	15	and	and	CCONJ
fbem-23491	49	16	feature	feature	VERB
fbem-23491	49	17	𝑦	𝑦	PRON
fbem-23491	49	18	,	,	PUNCT
fbem-23491	49	19	𝑛	𝑛	PRON
fbem-23491	49	20	denotes	denote	VERB
fbem-23491	49	21	the	the	DET
fbem-23491	49	22	number	number	NOUN
fbem-23491	49	23	of	of	ADP
fbem-23491	49	24	observations	observation	NOUN
fbem-23491	49	25	,	,	PUNCT
fbem-23491	49	26	𝑥𝑖	𝑥𝑖	PROPN
fbem-23491	49	27	and	and	CCONJ
fbem-23491	49	28	𝑦𝑖	𝑦𝑖	PROPN
fbem-23491	49	29	denote	denote	VERB
fbem-23491	49	30	the	the	DET
fbem-23491	49	31	𝑖	𝑖	X
fbem-23491	49	32	th	th	X
fbem-23491	49	33	observation	observation	NOUN
fbem-23491	49	34	of	of	ADP
fbem-23491	49	35	feature	feature	NOUN
fbem-23491	49	36	𝑥	𝑥	NOUN
fbem-23491	49	37	and	and	CCONJ
fbem-23491	49	38	feature	feature	VERB
fbem-23491	49	39	𝑦	𝑦	PRON
fbem-23491	49	40	,	,	PUNCT
fbem-23491	49	41	respectively	respectively	ADV
fbem-23491	49	42	,	,	PUNCT
fbem-23491	49	43	and	and	CCONJ
fbem-23491	49	44	�	�	PROPN
fbem-23491	49	45	̅	̅	NOUN
fbem-23491	49	46	�	�	PROPN
fbem-23491	49	47	and	and	CCONJ
fbem-23491	49	48	�	�	PROPN
fbem-23491	49	49	̅	̅	NOUN
fbem-23491	49	50	�	�	NOUN
fbem-23491	49	51	denote	denote	VERB
fbem-23491	49	52	the	the	DET
fbem-23491	49	53	mean	mean	ADJ
fbem-23491	49	54	values	value	NOUN
fbem-23491	49	55	of	of	ADP
fbem-23491	49	56	feature	feature	NOUN
fbem-23491	49	57	𝑥	𝑥	NOUN
fbem-23491	49	58	and	and	CCONJ
fbem-23491	49	59	feature	feature	VERB
fbem-23491	49	60	𝑦	𝑦	NOUN
fbem-23491	49	61	,	,	PUNCT
fbem-23491	49	62	respectively	respectively	ADV
fbem-23491	49	63	.	.	PUNCT
fbem-23491	50	1	2.3	2.3	NUM
fbem-23491	50	2	.	.	PUNCT
fbem-23491	51	1	constructing	construct	VERB
fbem-23491	51	2	a	a	DET
fbem-23491	51	3	bp	bp	PROPN
fbem-23491	51	4	neural	neural	ADJ
fbem-23491	51	5	network	network	NOUN
fbem-23491	51	6	prediction	prediction	NOUN
fbem-23491	51	7	model	model	NOUN
fbem-23491	51	8	2.3.1	2.3.1	PROPN
fbem-23491	51	9	.	.	PUNCT
fbem-23491	51	10	model	model	NOUN
fbem-23491	51	11	structure	structure	NOUN
fbem-23491	51	12	identification	identification	NOUN
fbem-23491	51	13	from	from	ADP
fbem-23491	51	14	the	the	DET
fbem-23491	51	15	theoretical	theoretical	ADJ
fbem-23491	51	16	point	point	NOUN
fbem-23491	51	17	of	of	ADP
fbem-23491	51	18	view	view	NOUN
fbem-23491	51	19	,	,	PUNCT
fbem-23491	51	20	when	when	SCONJ
fbem-23491	51	21	the	the	DET
fbem-23491	51	22	transfer	transfer	NOUN
fbem-23491	51	23	function	function	NOUN
fbem-23491	51	24	of	of	ADP
fbem-23491	51	25	the	the	DET
fbem-23491	51	26	hidden	hide	VERB
fbem-23491	51	27	layer	layer	NOUN
fbem-23491	51	28	of	of	ADP
fbem-23491	51	29	the	the	DET
fbem-23491	51	30	three	three	NUM
fbem-23491	51	31	-	-	PUNCT
fbem-23491	51	32	layer	layer	NOUN
fbem-23491	51	33	bp	bp	PROPN
fbem-23491	51	34	neural	neural	ADJ
fbem-23491	51	35	network	network	NOUN
fbem-23491	51	36	utilizes	utilize	VERB
fbem-23491	51	37	the	the	DET
fbem-23491	51	38	s	s	NOUN
fbem-23491	51	39	-	-	PUNCT
fbem-23491	51	40	type	type	NOUN
fbem-23491	51	41	function	function	NOUN
fbem-23491	51	42	,	,	PUNCT
fbem-23491	51	43	and	and	CCONJ
fbem-23491	51	44	the	the	DET
fbem-23491	51	45	transfer	transfer	NOUN
fbem-23491	51	46	function	function	NOUN
fbem-23491	51	47	of	of	ADP
fbem-23491	51	48	the	the	DET
fbem-23491	51	49	output	output	NOUN
fbem-23491	51	50	layer	layer	NOUN
fbem-23491	51	51	adopts	adopt	VERB
fbem-23491	51	52	the	the	DET
fbem-23491	51	53	linear	linear	ADJ
fbem-23491	51	54	function	function	NOUN
fbem-23491	51	55	,	,	PUNCT
fbem-23491	51	56	it	it	PRON
fbem-23491	51	57	is	be	AUX
fbem-23491	51	58	able	able	ADJ
fbem-23491	51	59	to	to	PART
fbem-23491	51	60	approximate	approximate	VERB
fbem-23491	51	61	the	the	DET
fbem-23491	51	62	arbitrary	arbitrary	ADJ
fbem-23491	51	63	continuous	continuous	ADJ
fbem-23491	51	64	function	function	NOUN
fbem-23491	51	65	with	with	ADP
fbem-23491	51	66	arbitrary	arbitrary	ADJ
fbem-23491	51	67	accuracy	accuracy	NOUN
fbem-23491	51	68	.	.	PUNCT
fbem-23491	52	1	based	base	VERB
fbem-23491	52	2	on	on	ADP
fbem-23491	52	3	this	this	PRON
fbem-23491	52	4	,	,	PUNCT
fbem-23491	52	5	the	the	DET
fbem-23491	52	6	bp	bp	PROPN
fbem-23491	52	7	neural	neural	PROPN
fbem-23491	52	8	network	network	NOUN
fbem-23491	52	9	used	use	VERB
fbem-23491	52	10	in	in	ADP
fbem-23491	52	11	this	this	DET
fbem-23491	52	12	paper	paper	NOUN
fbem-23491	52	13	contains	contain	VERB
fbem-23491	52	14	three	three	NUM
fbem-23491	52	15	layers	layer	NOUN
fbem-23491	52	16	,	,	PUNCT
fbem-23491	52	17	specifically	specifically	ADV
fbem-23491	52	18	the	the	DET
fbem-23491	52	19	input	input	NOUN
fbem-23491	52	20	layer	layer	NOUN
fbem-23491	52	21	,	,	PUNCT
fbem-23491	52	22	a	a	DET
fbem-23491	52	23	hidden	hidden	ADJ
fbem-23491	52	24	layer	layer	NOUN
fbem-23491	52	25	and	and	CCONJ
fbem-23491	52	26	the	the	DET
fbem-23491	52	27	output	output	NOUN
fbem-23491	52	28	layer	layer	NOUN
fbem-23491	52	29	.	.	PUNCT
fbem-23491	53	1	moreover	moreover	ADV
fbem-23491	53	2	,	,	PUNCT
fbem-23491	53	3	the	the	DET
fbem-23491	53	4	transfer	transfer	NOUN
fbem-23491	53	5	function	function	NOUN
fbem-23491	53	6	between	between	ADP
fbem-23491	53	7	the	the	DET
fbem-23491	53	8	input	input	NOUN
fbem-23491	53	9	layer	layer	NOUN
fbem-23491	53	10	and	and	CCONJ
fbem-23491	53	11	the	the	DET
fbem-23491	53	12	hidden	hide	VERB
fbem-23491	53	13	layer	layer	NOUN
fbem-23491	53	14	is	be	AUX
fbem-23491	53	15	a	a	DET
fbem-23491	53	16	linear	linear	ADJ
fbem-23491	53	17	activation	activation	NOUN
fbem-23491	53	18	function	function	NOUN
fbem-23491	53	19	,	,	PUNCT
fbem-23491	53	20	while	while	SCONJ
fbem-23491	53	21	the	the	DET
fbem-23491	53	22	transfer	transfer	NOUN
fbem-23491	53	23	function	function	NOUN
fbem-23491	53	24	between	between	ADP
fbem-23491	53	25	the	the	DET
fbem-23491	53	26	hidden	hide	VERB
fbem-23491	53	27	layer	layer	NOUN
fbem-23491	53	28	and	and	CCONJ
fbem-23491	53	29	the	the	DET
fbem-23491	53	30	output	output	NOUN
fbem-23491	53	31	layer	layer	NOUN
fbem-23491	53	32	is	be	AUX
fbem-23491	53	33	a	a	DET
fbem-23491	53	34	sigmoid	sigmoid	NOUN
fbem-23491	53	35	activation	activation	NOUN
fbem-23491	53	36	function	function	NOUN
fbem-23491	53	37	.	.	PUNCT
fbem-23491	54	1	188	188	NUM
fbem-23491	54	2	(	(	PUNCT
fbem-23491	54	3	1	1	NUM
fbem-23491	54	4	)	)	PUNCT
fbem-23491	54	5	determine	determine	VERB
fbem-23491	54	6	the	the	DET
fbem-23491	54	7	number	number	NOUN
fbem-23491	54	8	of	of	ADP
fbem-23491	54	9	neurons	neuron	NOUN
fbem-23491	54	10	in	in	ADP
fbem-23491	54	11	the	the	DET
fbem-23491	54	12	input	input	NOUN
fbem-23491	54	13	layer	layer	NOUN
fbem-23491	54	14	after	after	ADP
fbem-23491	54	15	various	various	ADJ
fbem-23491	54	16	studies	study	NOUN
fbem-23491	54	17	,	,	PUNCT
fbem-23491	54	18	the	the	DET
fbem-23491	54	19	seven	seven	NUM
fbem-23491	54	20	indicators	indicator	NOUN
fbem-23491	54	21	of	of	ADP
fbem-23491	54	22	earthquake	earthquake	NOUN
fbem-23491	54	23	magnitude	magnitude	NOUN
fbem-23491	54	24	,	,	PUNCT
fbem-23491	54	25	occurrence	occurrence	NOUN
fbem-23491	54	26	time	time	NOUN
fbem-23491	54	27	,	,	PUNCT
fbem-23491	54	28	defense	defense	NOUN
fbem-23491	54	29	intensity	intensity	NOUN
fbem-23491	54	30	,	,	PUNCT
fbem-23491	54	31	damage	damage	NOUN
fbem-23491	54	32	intensity	intensity	NOUN
fbem-23491	54	33	,	,	PUNCT
fbem-23491	54	34	affected	affected	ADJ
fbem-23491	54	35	population	population	NOUN
fbem-23491	54	36	,	,	PUNCT
fbem-23491	54	37	housing	housing	NOUN
fbem-23491	54	38	destruction	destruction	NOUN
fbem-23491	54	39	and	and	CCONJ
fbem-23491	54	40	local	local	ADJ
fbem-23491	54	41	economic	economic	ADJ
fbem-23491	54	42	development	development	NOUN
fbem-23491	54	43	level	level	NOUN
fbem-23491	54	44	are	be	AUX
fbem-23491	54	45	selected	select	VERB
fbem-23491	54	46	as	as	ADP
fbem-23491	54	47	the	the	DET
fbem-23491	54	48	input	input	NOUN
fbem-23491	54	49	parameters	parameter	NOUN
fbem-23491	54	50	of	of	ADP
fbem-23491	54	51	the	the	DET
fbem-23491	54	52	model	model	NOUN
fbem-23491	54	53	,	,	PUNCT
fbem-23491	54	54	so	so	SCONJ
fbem-23491	54	55	the	the	DET
fbem-23491	54	56	input	input	NOUN
fbem-23491	54	57	layer	layer	NOUN
fbem-23491	54	58	neurons	neuron	NOUN
fbem-23491	54	59	are	be	AUX
fbem-23491	54	60	determined	determine	VERB
fbem-23491	54	61	to	to	PART
fbem-23491	54	62	be	be	AUX
fbem-23491	54	63	seven	seven	NUM
fbem-23491	54	64	.	.	PUNCT
fbem-23491	55	1	(	(	PUNCT
fbem-23491	55	2	2	2	X
fbem-23491	55	3	)	)	PUNCT
fbem-23491	55	4	determine	determine	VERB
fbem-23491	55	5	the	the	DET
fbem-23491	55	6	output	output	NOUN
fbem-23491	55	7	layer	layer	NOUN
fbem-23491	55	8	neurons	neuron	NOUN
fbem-23491	55	9	in	in	ADP
fbem-23491	55	10	this	this	DET
fbem-23491	55	11	paper	paper	NOUN
fbem-23491	55	12	,	,	PUNCT
fbem-23491	55	13	the	the	DET
fbem-23491	55	14	number	number	NOUN
fbem-23491	55	15	of	of	ADP
fbem-23491	55	16	people	people	NOUN
fbem-23491	55	17	injured	injure	VERB
fbem-23491	55	18	in	in	ADP
fbem-23491	55	19	the	the	DET
fbem-23491	55	20	earthquake	earthquake	NOUN
fbem-23491	55	21	is	be	AUX
fbem-23491	55	22	chosen	choose	VERB
fbem-23491	55	23	as	as	ADP
fbem-23491	55	24	the	the	DET
fbem-23491	55	25	output	output	NOUN
fbem-23491	55	26	of	of	ADP
fbem-23491	55	27	the	the	DET
fbem-23491	55	28	network	network	NOUN
fbem-23491	55	29	,	,	PUNCT
fbem-23491	55	30	so	so	CCONJ
fbem-23491	55	31	the	the	DET
fbem-23491	55	32	output	output	NOUN
fbem-23491	55	33	layer	layer	NOUN
fbem-23491	55	34	neuron	neuron	NOUN
fbem-23491	55	35	is	be	AUX
fbem-23491	55	36	1	1	NUM
fbem-23491	55	37	.	.	PUNCT
fbem-23491	56	1	(	(	PUNCT
fbem-23491	56	2	3	3	X
fbem-23491	56	3	)	)	PUNCT
fbem-23491	56	4	determine	determine	VERB
fbem-23491	56	5	the	the	DET
fbem-23491	56	6	hidden	hide	VERB
fbem-23491	56	7	layer	layer	NOUN
fbem-23491	56	8	neurons	neuron	NOUN
fbem-23491	56	9	the	the	DET
fbem-23491	56	10	determination	determination	NOUN
fbem-23491	56	11	of	of	ADP
fbem-23491	56	12	the	the	DET
fbem-23491	56	13	number	number	NOUN
fbem-23491	56	14	of	of	ADP
fbem-23491	56	15	hidden	hide	VERB
fbem-23491	56	16	layer	layer	NOUN
fbem-23491	56	17	neurons	neuron	NOUN
fbem-23491	56	18	is	be	AUX
fbem-23491	56	19	not	not	PART
fbem-23491	56	20	standardized	standardize	VERB
fbem-23491	56	21	and	and	CCONJ
fbem-23491	56	22	is	be	AUX
fbem-23491	56	23	often	often	ADV
fbem-23491	56	24	based	base	VERB
fbem-23491	56	25	on	on	ADP
fbem-23491	56	26	the	the	DET
fbem-23491	56	27	volume	volume	NOUN
fbem-23491	56	28	of	of	ADP
fbem-23491	56	29	samples	sample	NOUN
fbem-23491	56	30	collected	collect	VERB
fbem-23491	56	31	and	and	CCONJ
fbem-23491	56	32	human	human	ADJ
fbem-23491	56	33	experience	experience	NOUN
fbem-23491	56	34	.	.	PUNCT
fbem-23491	57	1	setting	set	VERB
fbem-23491	57	2	the	the	DET
fbem-23491	57	3	number	number	NOUN
fbem-23491	57	4	of	of	ADP
fbem-23491	57	5	nodes	node	NOUN
fbem-23491	57	6	too	too	ADV
fbem-23491	57	7	little	little	ADJ
fbem-23491	57	8	may	may	AUX
fbem-23491	57	9	result	result	VERB
fbem-23491	57	10	in	in	ADP
fbem-23491	57	11	the	the	DET
fbem-23491	57	12	model	model	NOUN
fbem-23491	57	13	prediction	prediction	NOUN
fbem-23491	57	14	accuracy	accuracy	NOUN
fbem-23491	57	15	not	not	PART
fbem-23491	57	16	being	be	AUX
fbem-23491	57	17	able	able	ADJ
fbem-23491	57	18	to	to	PART
fbem-23491	57	19	meet	meet	VERB
fbem-23491	57	20	the	the	DET
fbem-23491	57	21	expected	expect	VERB
fbem-23491	57	22	goal	goal	NOUN
fbem-23491	57	23	,	,	PUNCT
fbem-23491	57	24	while	while	SCONJ
fbem-23491	57	25	setting	set	VERB
fbem-23491	57	26	too	too	ADV
fbem-23491	57	27	much	much	ADJ
fbem-23491	57	28	may	may	AUX
fbem-23491	57	29	improve	improve	VERB
fbem-23491	57	30	the	the	DET
fbem-23491	57	31	accuracy	accuracy	NOUN
fbem-23491	57	32	to	to	ADP
fbem-23491	57	33	a	a	DET
fbem-23491	57	34	certain	certain	ADJ
fbem-23491	57	35	extent	extent	NOUN
fbem-23491	57	36	,	,	PUNCT
fbem-23491	57	37	but	but	CCONJ
fbem-23491	57	38	the	the	DET
fbem-23491	57	39	overly	overly	ADV
fbem-23491	57	40	complex	complex	ADJ
fbem-23491	57	41	model	model	NOUN
fbem-23491	57	42	is	be	AUX
fbem-23491	57	43	prone	prone	ADJ
fbem-23491	57	44	to	to	PART
fbem-23491	57	45	fall	fall	VERB
fbem-23491	57	46	into	into	ADP
fbem-23491	57	47	the	the	DET
fbem-23491	57	48	dilemma	dilemma	NOUN
fbem-23491	57	49	of	of	ADP
fbem-23491	57	50	overfitting	overfitte	VERB
fbem-23491	57	51	.	.	PUNCT
fbem-23491	58	1	therefore	therefore	ADV
fbem-23491	58	2	,	,	PUNCT
fbem-23491	58	3	in	in	ADP
fbem-23491	58	4	this	this	DET
fbem-23491	58	5	paper	paper	NOUN
fbem-23491	58	6	,	,	PUNCT
fbem-23491	58	7	the	the	DET
fbem-23491	58	8	implicit	implicit	ADJ
fbem-23491	58	9	layer	layer	NOUN
fbem-23491	58	10	node	node	NOUN
fbem-23491	58	11	settings	setting	NOUN
fbem-23491	58	12	are	be	AUX
fbem-23491	58	13	determined	determine	VERB
fbem-23491	58	14	by	by	ADP
fbem-23491	58	15	the	the	DET
fbem-23491	58	16	principle	principle	NOUN
fbem-23491	58	17	of	of	ADP
fbem-23491	58	18	trial	trial	NOUN
fbem-23491	58	19	-	-	PUNCT
fbem-23491	58	20	and	and	CCONJ
fbem-23491	58	21	-	-	PUNCT
fbem-23491	58	22	error	error	NOUN
fbem-23491	58	23	algorithm	algorithm	NOUN
fbem-23491	58	24	,	,	PUNCT
fbem-23491	58	25	and	and	CCONJ
fbem-23491	58	26	the	the	DET
fbem-23491	58	27	number	number	NOUN
fbem-23491	58	28	of	of	ADP
fbem-23491	58	29	nodes	node	NOUN
fbem-23491	58	30	ranges	range	VERB
fbem-23491	58	31	from	from	ADP
fbem-23491	58	32	8	8	NUM
fbem-23491	58	33	to	to	ADP
fbem-23491	58	34	20	20	NUM
fbem-23491	58	35	,	,	PUNCT
fbem-23491	58	36	and	and	CCONJ
fbem-23491	58	37	the	the	DET
fbem-23491	58	38	number	number	NOUN
fbem-23491	58	39	of	of	ADP
fbem-23491	58	40	neurons	neuron	NOUN
fbem-23491	58	41	in	in	ADP
fbem-23491	58	42	the	the	DET
fbem-23491	58	43	implicit	implicit	ADJ
fbem-23491	58	44	layer	layer	NOUN
fbem-23491	58	45	is	be	AUX
fbem-23491	58	46	determined	determine	VERB
fbem-23491	58	47	to	to	PART
fbem-23491	58	48	be	be	AUX
fbem-23491	58	49	17	17	NUM
fbem-23491	58	50	through	through	ADP
fbem-23491	58	51	the	the	DET
fbem-23491	58	52	experiments	experiment	NOUN
fbem-23491	58	53	of	of	ADP
fbem-23491	58	54	multiple	multiple	ADJ
fbem-23491	58	55	model	model	NOUN
fbem-23491	58	56	training	training	NOUN
fbem-23491	58	57	and	and	CCONJ
fbem-23491	58	58	observation	observation	NOUN
fbem-23491	58	59	of	of	ADP
fbem-23491	58	60	the	the	DET
fbem-23491	58	61	error	error	NOUN
fbem-23491	58	62	.	.	PUNCT
fbem-23491	59	1	(	(	PUNCT
fbem-23491	59	2	4	4	X
fbem-23491	59	3	)	)	PUNCT
fbem-23491	59	4	other	other	ADJ
fbem-23491	59	5	parameter	parameter	NOUN
fbem-23491	59	6	settings	setting	NOUN
fbem-23491	59	7	of	of	ADP
fbem-23491	59	8	the	the	DET
fbem-23491	59	9	model	model	NOUN
fbem-23491	59	10	smaller	small	ADJ
fbem-23491	59	11	batch	batch	NOUN
fbem-23491	59	12	sizes	size	NOUN
fbem-23491	59	13	usually	usually	ADV
fbem-23491	59	14	speed	speed	VERB
fbem-23491	59	15	up	up	ADP
fbem-23491	59	16	training	training	NOUN
fbem-23491	59	17	and	and	CCONJ
fbem-23491	59	18	help	help	VERB
fbem-23491	59	19	the	the	DET
fbem-23491	59	20	model	model	NOUN
fbem-23491	59	21	generalize	generalize	VERB
fbem-23491	59	22	better	well	ADV
fbem-23491	59	23	,	,	PUNCT
fbem-23491	59	24	but	but	CCONJ
fbem-23491	59	25	may	may	AUX
fbem-23491	59	26	also	also	ADV
fbem-23491	59	27	lead	lead	VERB
fbem-23491	59	28	to	to	ADP
fbem-23491	59	29	unstable	unstable	ADJ
fbem-23491	59	30	training	training	NOUN
fbem-23491	59	31	,	,	PUNCT
fbem-23491	59	32	therefore	therefore	ADV
fbem-23491	59	33	,	,	PUNCT
fbem-23491	59	34	the	the	DET
fbem-23491	59	35	number	number	NOUN
fbem-23491	59	36	of	of	ADP
fbem-23491	59	37	data	datum	NOUN
fbem-23491	59	38	samples	sample	NOUN
fbem-23491	59	39	used	use	VERB
fbem-23491	59	40	for	for	ADP
fbem-23491	59	41	training	training	NOUN
fbem-23491	59	42	in	in	ADP
fbem-23491	59	43	each	each	DET
fbem-23491	59	44	batch	batch	NOUN
fbem-23491	59	45	was	be	AUX
fbem-23491	59	46	set	set	VERB
fbem-23491	59	47	to	to	PART
fbem-23491	59	48	be	be	AUX
fbem-23491	59	49	3	3	NUM
fbem-23491	59	50	.	.	PUNCT
fbem-23491	60	1	in	in	ADP
fbem-23491	60	2	addition	addition	NOUN
fbem-23491	60	3	,	,	PUNCT
fbem-23491	60	4	a	a	DET
fbem-23491	60	5	higher	high	ADJ
fbem-23491	60	6	number	number	NOUN
fbem-23491	60	7	of	of	ADP
fbem-23491	60	8	loops	loop	NOUN
fbem-23491	60	9	may	may	AUX
fbem-23491	60	10	help	help	VERB
fbem-23491	60	11	the	the	DET
fbem-23491	60	12	model	model	NOUN
fbem-23491	60	13	learn	learn	VERB
fbem-23491	60	14	more	more	ADJ
fbem-23491	60	15	information	information	NOUN
fbem-23491	60	16	,	,	PUNCT
fbem-23491	60	17	but	but	CCONJ
fbem-23491	60	18	may	may	AUX
fbem-23491	60	19	also	also	ADV
fbem-23491	60	20	lead	lead	VERB
fbem-23491	60	21	to	to	ADP
fbem-23491	60	22	overfitting	overfitte	VERB
fbem-23491	60	23	.	.	PUNCT
fbem-23491	61	1	therefore	therefore	ADV
fbem-23491	61	2	,	,	PUNCT
fbem-23491	61	3	it	it	PRON
fbem-23491	61	4	was	be	AUX
fbem-23491	61	5	specified	specify	VERB
fbem-23491	61	6	that	that	SCONJ
fbem-23491	61	7	the	the	DET
fbem-23491	61	8	model	model	NOUN
fbem-23491	61	9	was	be	AUX
fbem-23491	61	10	changed	change	VERB
fbem-23491	61	11	to	to	PART
fbem-23491	61	12	run	run	VERB
fbem-23491	61	13	500	500	NUM
fbem-23491	61	14	cycles	cycle	NOUN
fbem-23491	61	15	.	.	PUNCT
fbem-23491	62	1	2.3.2	2.3.2	NUM
fbem-23491	62	2	.	.	PUNCT
fbem-23491	62	3	steps	step	NOUN
fbem-23491	62	4	to	to	PART
fbem-23491	62	5	build	build	VERB
fbem-23491	62	6	a	a	DET
fbem-23491	62	7	bp	bp	PROPN
fbem-23491	62	8	neural	neural	PROPN
fbem-23491	62	9	model	model	PROPN
fbem-23491	62	10	bp	bp	PROPN
fbem-23491	62	11	(	(	PUNCT
fbem-23491	62	12	back	back	ADJ
fbem-23491	62	13	propagation	propagation	NOUN
fbem-23491	62	14	)	)	PUNCT
fbem-23491	62	15	neural	neural	ADJ
fbem-23491	62	16	network	network	NOUN
fbem-23491	62	17	,	,	PUNCT
fbem-23491	62	18	proposed	propose	VERB
fbem-23491	62	19	by	by	ADP
fbem-23491	62	20	scientists	scientist	NOUN
fbem-23491	62	21	led	lead	VERB
fbem-23491	62	22	by	by	ADP
fbem-23491	62	23	rumelhart	rumelhart	NOUN
fbem-23491	62	24	and	and	CCONJ
fbem-23491	62	25	mcclelland	mcclelland	NOUN
fbem-23491	62	26	in	in	ADP
fbem-23491	62	27	1986	1986	NUM
fbem-23491	62	28	,	,	PUNCT
fbem-23491	62	29	aims	aim	VERB
fbem-23491	62	30	to	to	PART
fbem-23491	62	31	solve	solve	VERB
fbem-23491	62	32	the	the	DET
fbem-23491	62	33	problem	problem	NOUN
fbem-23491	62	34	of	of	ADP
fbem-23491	62	35	multilayer	multilayer	ADJ
fbem-23491	62	36	neural	neural	ADJ
fbem-23491	62	37	network	network	NOUN
fbem-23491	62	38	implicit	implicit	ADJ
fbem-23491	62	39	layer	layer	NOUN
fbem-23491	62	40	connection	connection	NOUN
fbem-23491	62	41	weights	weight	VERB
fbem-23491	62	42	learning	learning	NOUN
fbem-23491	62	43	,	,	PUNCT
fbem-23491	62	44	is	be	AUX
fbem-23491	62	45	a	a	DET
fbem-23491	62	46	multilayer	multilayer	ADJ
fbem-23491	62	47	feed	feed	NOUN
fbem-23491	62	48	-	-	PUNCT
fbem-23491	62	49	forward	forward	ADV
fbem-23491	62	50	neural	neural	ADJ
fbem-23491	62	51	network	network	NOUN
fbem-23491	62	52	,	,	PUNCT
fbem-23491	62	53	whose	whose	DET
fbem-23491	62	54	core	core	NOUN
fbem-23491	62	55	feature	feature	NOUN
fbem-23491	62	56	lies	lie	VERB
fbem-23491	62	57	in	in	ADP
fbem-23491	62	58	the	the	DET
fbem-23491	62	59	training	training	NOUN
fbem-23491	62	60	through	through	ADP
fbem-23491	62	61	the	the	DET
fbem-23491	62	62	back	back	ADJ
fbem-23491	62	63	propagation	propagation	NOUN
fbem-23491	62	64	of	of	ADP
fbem-23491	62	65	error	error	NOUN
fbem-23491	62	66	algorithm	algorithm	NOUN
fbem-23491	62	67	.	.	PUNCT
fbem-23491	63	1	the	the	DET
fbem-23491	63	2	sample	sample	NOUN
fbem-23491	63	3	data	data	NOUN
fbem-23491	63	4	is	be	AUX
fbem-23491	63	5	input	input	NOUN
fbem-23491	63	6	from	from	ADP
fbem-23491	63	7	the	the	DET
fbem-23491	63	8	input	input	NOUN
fbem-23491	63	9	layer	layer	NOUN
fbem-23491	63	10	,	,	PUNCT
fbem-23491	63	11	and	and	CCONJ
fbem-23491	63	12	is	be	AUX
fbem-23491	63	13	continuously	continuously	ADV
fbem-23491	63	14	calculated	calculate	VERB
fbem-23491	63	15	forward	forward	ADV
fbem-23491	63	16	according	accord	VERB
fbem-23491	63	17	to	to	ADP
fbem-23491	63	18	the	the	DET
fbem-23491	63	19	parameters	parameter	NOUN
fbem-23491	63	20	set	set	VERB
fbem-23491	63	21	in	in	ADP
fbem-23491	63	22	each	each	DET
fbem-23491	63	23	layer	layer	NOUN
fbem-23491	63	24	until	until	SCONJ
fbem-23491	63	25	it	it	PRON
fbem-23491	63	26	reaches	reach	VERB
fbem-23491	63	27	the	the	DET
fbem-23491	63	28	output	output	NOUN
fbem-23491	63	29	layer	layer	NOUN
fbem-23491	63	30	,	,	PUNCT
fbem-23491	63	31	and	and	CCONJ
fbem-23491	63	32	the	the	DET
fbem-23491	63	33	back	back	ADJ
fbem-23491	63	34	propagation	propagation	NOUN
fbem-23491	63	35	is	be	AUX
fbem-23491	63	36	carried	carry	VERB
fbem-23491	63	37	out	out	ADP
fbem-23491	63	38	according	accord	VERB
fbem-23491	63	39	to	to	ADP
fbem-23491	63	40	the	the	DET
fbem-23491	63	41	error	error	NOUN
fbem-23491	63	42	between	between	ADP
fbem-23491	63	43	the	the	DET
fbem-23491	63	44	output	output	NOUN
fbem-23491	63	45	value	value	NOUN
fbem-23491	63	46	and	and	CCONJ
fbem-23491	63	47	the	the	DET
fbem-23491	63	48	expected	expect	VERB
fbem-23491	63	49	value	value	NOUN
fbem-23491	63	50	,	,	PUNCT
fbem-23491	63	51	and	and	CCONJ
fbem-23491	63	52	the	the	DET
fbem-23491	63	53	weights	weight	NOUN
fbem-23491	63	54	and	and	CCONJ
fbem-23491	63	55	thresholds	threshold	NOUN
fbem-23491	63	56	of	of	ADP
fbem-23491	63	57	the	the	DET
fbem-23491	63	58	connections	connection	NOUN
fbem-23491	63	59	between	between	ADP
fbem-23491	63	60	the	the	DET
fbem-23491	63	61	layers	layer	NOUN
fbem-23491	63	62	are	be	AUX
fbem-23491	63	63	adjusted	adjust	VERB
fbem-23491	63	64	and	and	CCONJ
fbem-23491	63	65	updated	update	VERB
fbem-23491	63	66	until	until	SCONJ
fbem-23491	63	67	the	the	DET
fbem-23491	63	68	final	final	ADJ
fbem-23491	63	69	output	output	NOUN
fbem-23491	63	70	result	result	NOUN
fbem-23491	63	71	meets	meet	VERB
fbem-23491	63	72	the	the	DET
fbem-23491	63	73	expected	expect	VERB
fbem-23491	63	74	value	value	NOUN
fbem-23491	63	75	.	.	PUNCT
fbem-23491	64	1	the	the	DET
fbem-23491	64	2	structure	structure	NOUN
fbem-23491	64	3	of	of	ADP
fbem-23491	64	4	the	the	DET
fbem-23491	64	5	bp	bp	PROPN
fbem-23491	64	6	neural	neural	ADJ
fbem-23491	64	7	network	network	NOUN
fbem-23491	64	8	with	with	ADP
fbem-23491	64	9	three	three	NUM
fbem-23491	64	10	layers	layer	NOUN
fbem-23491	64	11	studied	study	VERB
fbem-23491	64	12	in	in	ADP
fbem-23491	64	13	this	this	DET
fbem-23491	64	14	paper	paper	NOUN
fbem-23491	64	15	is	be	AUX
fbem-23491	64	16	shown	show	VERB
fbem-23491	64	17	in	in	ADP
fbem-23491	64	18	figure	figure	NOUN
fbem-23491	64	19	1	1	NUM
fbem-23491	64	20	.	.	PUNCT
fbem-23491	64	21	figure	figure	NOUN
fbem-23491	64	22	1	1	NUM
fbem-23491	64	23	.	.	PUNCT
fbem-23491	64	24	bp	bp	PROPN
fbem-23491	64	25	neural	neural	ADJ
fbem-23491	64	26	network	network	NOUN
fbem-23491	64	27	structure	structure	NOUN
fbem-23491	64	28	diagram	diagram	VERB
fbem-23491	64	29	the	the	DET
fbem-23491	64	30	construction	construction	NOUN
fbem-23491	64	31	steps	step	NOUN
fbem-23491	64	32	of	of	ADP
fbem-23491	64	33	the	the	DET
fbem-23491	64	34	bp	bp	PROPN
fbem-23491	64	35	neural	neural	PROPN
fbem-23491	64	36	network	network	NOUN
fbem-23491	64	37	model	model	NOUN
fbem-23491	64	38	are	be	AUX
fbem-23491	64	39	as	as	SCONJ
fbem-23491	64	40	follows	follow	VERB
fbem-23491	64	41	:	:	PUNCT
fbem-23491	64	42	(	(	PUNCT
fbem-23491	64	43	1	1	X
fbem-23491	64	44	)	)	PUNCT
fbem-23491	64	45	forward	forward	ADV
fbem-23491	64	46	propagation	propagation	NOUN
fbem-23491	64	47	the	the	DET
fbem-23491	64	48	output	output	NOUN
fbem-23491	64	49	corresponding	correspond	VERB
fbem-23491	64	50	to	to	ADP
fbem-23491	64	51	the	the	DET
fbem-23491	64	52	𝑖th	𝑖th	NOUN
fbem-23491	64	53	input	input	NOUN
fbem-23491	64	54	layer	layer	NOUN
fbem-23491	64	55	node	node	NOUN
fbem-23491	64	56	is	be	AUX
fbem-23491	64	57	:	:	PUNCT
fbem-23491	65	1	𝑎𝑖	𝑎𝑖	ADP
fbem-23491	65	2	0	0	X
fbem-23491	65	3	=	=	SYM
fbem-23491	65	4	𝑥𝑖	𝑥𝑖	PROPN
fbem-23491	65	5	(	(	PUNCT
fbem-23491	65	6	5	5	X
fbem-23491	65	7	)	)	PUNCT
fbem-23491	65	8	the	the	DET
fbem-23491	65	9	inputs	input	NOUN
fbem-23491	65	10	and	and	CCONJ
fbem-23491	65	11	outputs	output	NOUN
fbem-23491	65	12	of	of	ADP
fbem-23491	65	13	the	the	DET
fbem-23491	65	14	𝑗th	𝑗th	NUM
fbem-23491	65	15	node	node	NOUN
fbem-23491	65	16	of	of	ADP
fbem-23491	65	17	the	the	DET
fbem-23491	65	18	hidden	hide	VERB
fbem-23491	65	19	layer	layer	NOUN
fbem-23491	65	20	are	be	AUX
fbem-23491	65	21	:	:	PUNCT
fbem-23491	65	22	𝐼𝑗	𝐼𝑗	NOUN
fbem-23491	65	23	=	=	SYM
fbem-23491	65	24	∑	∑	PUNCT
fbem-23491	65	25	𝑤𝑖𝑗	𝑤𝑖𝑗	PROPN
fbem-23491	65	26	𝑎𝑖	𝑎𝑖	X
fbem-23491	65	27	0𝑛	0𝑛	NOUN
fbem-23491	65	28	𝑖=1	𝑖=1	PROPN
fbem-23491	66	1	+	+	NUM
fbem-23491	66	2	𝜃𝑗	𝜃𝑗	NOUN
fbem-23491	66	3	(	(	PUNCT
fbem-23491	66	4	6	6	NUM
fbem-23491	66	5	)	)	PUNCT
fbem-23491	66	6	𝑎𝑗	𝑎𝑗	ADP
fbem-23491	66	7	1	1	NUM
fbem-23491	66	8	=	=	NOUN
fbem-23491	66	9	𝑓(𝐼𝑗	𝑓(𝐼𝑗	NOUN
fbem-23491	66	10	)	)	PUNCT
fbem-23491	66	11	(	(	PUNCT
fbem-23491	66	12	7	7	X
fbem-23491	66	13	)	)	PUNCT
fbem-23491	66	14	(	(	PUNCT
fbem-23491	66	15	2	2	X
fbem-23491	66	16	)	)	PUNCT
fbem-23491	66	17	objective	objective	ADJ
fbem-23491	66	18	function	function	NOUN
fbem-23491	66	19	of	of	ADP
fbem-23491	66	20	bp	bp	PROPN
fbem-23491	66	21	network	network	NOUN
fbem-23491	66	22	assuming	assume	VERB
fbem-23491	66	23	that	that	SCONJ
fbem-23491	66	24	there	there	PRON
fbem-23491	66	25	are	be	VERB
fbem-23491	66	26	𝑁	𝑁	PROPN
fbem-23491	66	27	samples	sample	NOUN
fbem-23491	66	28	,	,	PUNCT
fbem-23491	66	29	the	the	DET
fbem-23491	66	30	error	error	NOUN
fbem-23491	66	31	of	of	ADP
fbem-23491	66	32	the	the	DET
fbem-23491	66	33	input	input	NOUN
fbem-23491	66	34	and	and	CCONJ
fbem-23491	66	35	output	output	NOUN
fbem-23491	66	36	corresponding	correspond	VERB
fbem-23491	66	37	to	to	ADP
fbem-23491	66	38	the	the	DET
fbem-23491	66	39	𝑖th	𝑖th	NOUN
fbem-23491	66	40	sample	sample	NOUN
fbem-23491	66	41	is	be	AUX
fbem-23491	66	42	:	:	PUNCT
fbem-23491	66	43	𝐸𝑖	𝐸𝑖	PROPN
fbem-23491	66	44	=	=	SYM
fbem-23491	66	45	1	1	NUM
fbem-23491	66	46	2	2	NUM
fbem-23491	66	47	∑	∑	PRON
fbem-23491	66	48	(	(	PUNCT
fbem-23491	66	49	𝑑𝑖𝑘	𝑑𝑖𝑘	INTJ
fbem-23491	66	50	−	−	PROPN
fbem-23491	66	51	𝑦𝑖𝑘	𝑦𝑖𝑘	NOUN
fbem-23491	66	52	)	)	PUNCT
fbem-23491	66	53	2𝑚	2𝑚	NOUN
fbem-23491	66	54	𝑘=1	𝑘=1	NOUN
fbem-23491	66	55	(	(	PUNCT
fbem-23491	66	56	8)	8)	NUM
fbem-23491	66	57	𝐸	𝐸	NOUN
fbem-23491	66	58	=	=	PUNCT
fbem-23491	66	59	∑	∑	PUNCT
fbem-23491	66	60	𝐸𝑖	𝐸𝑖	PROPN
fbem-23491	66	61	𝑁	𝑁	PROPN
fbem-23491	66	62	𝑖=1	𝑖=1	PUNCT
fbem-23491	66	63	=	=	SYM
fbem-23491	66	64	1	1	NUM
fbem-23491	66	65	2	2	NUM
fbem-23491	66	66	∑	∑	PUNCT
fbem-23491	66	67	∑	∑	PROPN
fbem-23491	66	68	(	(	PUNCT
fbem-23491	66	69	𝑑𝑖𝑘	𝑑𝑖𝑘	INTJ
fbem-23491	66	70	−	−	PROPN
fbem-23491	66	71	𝑦𝑖𝑘	𝑦𝑖𝑘	NOUN
fbem-23491	66	72	)	)	PUNCT
fbem-23491	66	73	2𝑚	2𝑚	NOUN
fbem-23491	66	74	𝑘=1	𝑘=1	NOUN
fbem-23491	66	75	𝑁	𝑁	PROPN
fbem-23491	66	76	𝑖=1	𝑖=1	PROPN
fbem-23491	66	77	(	(	PUNCT
fbem-23491	66	78	9	9	NUM
fbem-23491	66	79	)	)	PUNCT
fbem-23491	66	80	in	in	ADP
fbem-23491	66	81	the	the	DET
fbem-23491	66	82	above	above	ADJ
fbem-23491	66	83	two	two	NUM
fbem-23491	66	84	formulas	formula	NOUN
fbem-23491	66	85	,	,	PUNCT
fbem-23491	66	86	m	m	VERB
fbem-23491	66	87	is	be	AUX
fbem-23491	66	88	the	the	DET
fbem-23491	66	89	number	number	NOUN
fbem-23491	66	90	of	of	ADP
fbem-23491	66	91	output	output	NOUN
fbem-23491	66	92	nodes	node	NOUN
fbem-23491	66	93	,	,	PUNCT
fbem-23491	66	94	𝑑𝑖𝑘	𝑑𝑖𝑘	INTJ
fbem-23491	66	95	is	be	AUX
fbem-23491	66	96	the	the	DET
fbem-23491	66	97	𝑘th	𝑘th	NOUN
fbem-23491	66	98	expected	expect	VERB
fbem-23491	66	99	value	value	NOUN
fbem-23491	66	100	of	of	ADP
fbem-23491	66	101	the	the	DET
fbem-23491	66	102	𝑖th	𝑖th	PROPN
fbem-23491	66	103	sample	sample	NOUN
fbem-23491	66	104	,	,	PUNCT
fbem-23491	66	105	and	and	CCONJ
fbem-23491	66	106	𝑦𝑖𝑘	𝑦𝑖𝑘	NOUN
fbem-23491	66	107	is	be	AUX
fbem-23491	66	108	the	the	DET
fbem-23491	66	109	𝑘	𝑘	PRON
fbem-23491	66	110	th	th	X
fbem-23491	66	111	neural	neural	ADJ
fbem-23491	66	112	network	network	NOUN
fbem-23491	66	113	predicted	predict	VERB
fbem-23491	66	114	output	output	NOUN
fbem-23491	66	115	value	value	NOUN
fbem-23491	66	116	of	of	ADP
fbem-23491	66	117	the	the	DET
fbem-23491	66	118	ith	ith	PROPN
fbem-23491	66	119	sample	sample	NOUN
fbem-23491	66	120	.	.	PUNCT
fbem-23491	67	1	(	(	PUNCT
fbem-23491	67	2	3	3	X
fbem-23491	67	3	)	)	PUNCT
fbem-23491	67	4	gradient	gradient	ADJ
fbem-23491	67	5	descent	descent	NOUN
fbem-23491	67	6	method	method	NOUN
fbem-23491	67	7	is	be	AUX
fbem-23491	67	8	used	use	VERB
fbem-23491	67	9	to	to	PART
fbem-23491	67	10	train	train	VERB
fbem-23491	67	11	the	the	DET
fbem-23491	67	12	network	network	NOUN
fbem-23491	67	13	,	,	PUNCT
fbem-23491	67	14	and	and	CCONJ
fbem-23491	67	15	the	the	DET
fbem-23491	67	16	weight	weight	NOUN
fbem-23491	67	17	coefficient	coefficient	NOUN
fbem-23491	67	18	update	update	NOUN
fbem-23491	67	19	formula	formula	NOUN
fbem-23491	67	20	is	be	AUX
fbem-23491	67	21	:	:	PUNCT
fbem-23491	67	22	𝛥𝑊	𝛥𝑊	PROPN
fbem-23491	67	23	=	=	PUNCT
fbem-23491	67	24	−	−	NOUN
fbem-23491	67	25	𝜇	𝜇	ADP
fbem-23491	67	26	𝑁	𝑁	PROPN
fbem-23491	67	27	𝜕𝐸	𝜕𝐸	X
fbem-23491	67	28	𝜕𝑤	𝜕𝑤	NOUN
fbem-23491	67	29	(	(	PUNCT
fbem-23491	67	30	10	10	NUM
fbem-23491	67	31	)	)	PUNCT
fbem-23491	67	32	(	(	PUNCT
fbem-23491	67	33	4	4	X
fbem-23491	67	34	)	)	PUNCT
fbem-23491	67	35	adjusting	adjust	VERB
fbem-23491	67	36	the	the	DET
fbem-23491	67	37	weights	weight	NOUN
fbem-23491	67	38	and	and	CCONJ
fbem-23491	67	39	thresholds	threshold	NOUN
fbem-23491	67	40	for	for	ADP
fbem-23491	67	41	each	each	DET
fbem-23491	67	42	layer	layer	NOUN
fbem-23491	67	43	of	of	ADP
fbem-23491	67	44	the	the	DET
fbem-23491	67	45	network	network	NOUN
fbem-23491	67	46	:	:	PUNCT
fbem-23491	67	47	𝑊	𝑊	PROPN
fbem-23491	67	48	(	(	PUNCT
fbem-23491	67	49	𝑙	𝑙	NOUN
fbem-23491	67	50	)	)	PUNCT
fbem-23491	67	51	=	=	SYM
fbem-23491	67	52	𝑊	𝑊	PROPN
fbem-23491	67	53	(	(	PUNCT
fbem-23491	67	54	𝑙	𝑙	NOUN
fbem-23491	67	55	)	)	PUNCT
fbem-23491	67	56	−	−	NOUN
fbem-23491	67	57	𝜇	𝜇	ADP
fbem-23491	67	58	𝑁	𝑁	PROPN
fbem-23491	67	59	∑	∑	ADV
fbem-23491	67	60	𝜕𝐸(𝑖	𝜕𝐸(𝑖	NOUN
fbem-23491	67	61	)	)	PUNCT
fbem-23491	67	62	𝜕𝑊(𝑙	𝜕𝑊(𝑙	NOUN
fbem-23491	67	63	)	)	PUNCT
fbem-23491	68	1	𝑁	𝑁	PROPN
fbem-23491	68	2	𝑖=1	𝑖=1	PROPN
fbem-23491	68	3	(	(	PUNCT
fbem-23491	68	4	11	11	NUM
fbem-23491	68	5	)	)	PUNCT
fbem-23491	68	6	𝑏(𝑙	𝑏(𝑙	PROPN
fbem-23491	68	7	)	)	PUNCT
fbem-23491	68	8	=	=	SYM
fbem-23491	68	9	𝑏(𝑙	𝑏(𝑙	ADJ
fbem-23491	68	10	)	)	PUNCT
fbem-23491	68	11	−	−	NOUN
fbem-23491	68	12	𝜇	𝜇	ADP
fbem-23491	68	13	𝑁	𝑁	PROPN
fbem-23491	68	14	∑	∑	ADV
fbem-23491	68	15	𝜕𝐸(𝑖	𝜕𝐸(𝑖	NOUN
fbem-23491	68	16	)	)	PUNCT
fbem-23491	68	17	𝑏(𝑙	𝑏(𝑙	NOUN
fbem-23491	68	18	)	)	PUNCT
fbem-23491	69	1	𝑁	𝑁	PROPN
fbem-23491	69	2	𝑖=1	𝑖=1	PROPN
fbem-23491	69	3	(	(	PUNCT
fbem-23491	69	4	12	12	NUM
fbem-23491	69	5	)	)	PUNCT
fbem-23491	69	6	where	where	SCONJ
fbem-23491	69	7	is	be	AUX
fbem-23491	69	8	the	the	DET
fbem-23491	69	9	rate	rate	NOUN
fbem-23491	69	10	of	of	ADP
fbem-23491	69	11	change	change	NOUN
fbem-23491	69	12	of	of	ADP
fbem-23491	69	13	𝜇	𝜇	ADP
fbem-23491	69	14	𝑁	𝑁	PROPN
fbem-23491	69	15	,	,	PUNCT
fbem-23491	69	16	i.e.	i.e.	X
fbem-23491	69	17	,	,	PUNCT
fbem-23491	69	18	the	the	DET
fbem-23491	69	19	step	step	NOUN
fbem-23491	69	20	size	size	NOUN
fbem-23491	69	21	;	;	PUNCT
fbem-23491	69	22	𝜕𝐸(𝑖	𝜕𝐸(𝑖	NOUN
fbem-23491	69	23	)	)	PUNCT
fbem-23491	69	24	𝜕𝑊(𝑙	𝜕𝑊(𝑙	NOUN
fbem-23491	69	25	)	)	PUNCT
fbem-23491	69	26	is	be	AUX
fbem-23491	69	27	the	the	DET
fbem-23491	69	28	derivative	derivative	NOUN
fbem-23491	69	29	of	of	ADP
fbem-23491	69	30	the	the	DET
fbem-23491	69	31	error	error	NOUN
fbem-23491	69	32	equation	equation	NOUN
fbem-23491	69	33	.	.	PUNCT
fbem-23491	70	1	2.3.3	2.3.3	NUM
fbem-23491	70	2	.	.	PUNCT
fbem-23491	70	3	performance	performance	NOUN
fbem-23491	70	4	evaluation	evaluation	NOUN
fbem-23491	70	5	indicators	indicator	NOUN
fbem-23491	70	6	performance	performance	NOUN
fbem-23491	70	7	evaluation	evaluation	NOUN
fbem-23491	70	8	metrics	metric	NOUN
fbem-23491	70	9	play	play	VERB
fbem-23491	70	10	a	a	DET
fbem-23491	70	11	vital	vital	ADJ
fbem-23491	70	12	role	role	NOUN
fbem-23491	70	13	in	in	ADP
fbem-23491	70	14	evaluating	evaluate	VERB
fbem-23491	70	15	bp	bp	PROPN
fbem-23491	70	16	neural	neural	ADJ
fbem-23491	70	17	networks	network	NOUN
fbem-23491	70	18	,	,	PUNCT
fbem-23491	70	19	which	which	PRON
fbem-23491	70	20	can	can	AUX
fbem-23491	70	21	help	help	VERB
fbem-23491	70	22	researchers	researcher	NOUN
fbem-23491	70	23	understand	understand	VERB
fbem-23491	70	24	the	the	DET
fbem-23491	70	25	performance	performance	NOUN
fbem-23491	70	26	of	of	ADP
fbem-23491	70	27	the	the	DET
fbem-23491	70	28	model	model	NOUN
fbem-23491	70	29	for	for	ADP
fbem-23491	70	30	model	model	NOUN
fbem-23491	70	31	optimization	optimization	NOUN
fbem-23491	70	32	,	,	PUNCT
fbem-23491	70	33	comparing	compare	VERB
fbem-23491	70	34	different	different	ADJ
fbem-23491	70	35	models	model	NOUN
fbem-23491	70	36	,	,	PUNCT
fbem-23491	70	37	and	and	CCONJ
fbem-23491	70	38	decision	decision	NOUN
fbem-23491	70	39	making	making	NOUN
fbem-23491	70	40	,	,	PUNCT
fbem-23491	70	41	as	as	ADV
fbem-23491	70	42	well	well	ADV
fbem-23491	70	43	as	as	ADP
fbem-23491	70	44	reflecting	reflect	VERB
fbem-23491	70	45	potential	potential	ADJ
fbem-23491	70	46	problems	problem	NOUN
fbem-23491	70	47	in	in	ADP
fbem-23491	70	48	the	the	DET
fbem-23491	70	49	model	model	NOUN
fbem-23491	70	50	,	,	PUNCT
fbem-23491	70	51	such	such	ADJ
fbem-23491	70	52	as	as	ADP
fbem-23491	70	53	overfitting	overfitte	VERB
fbem-23491	70	54	or	or	CCONJ
fbem-23491	70	55	underfitting	underfitting	NOUN
fbem-23491	70	56	.	.	PUNCT
fbem-23491	71	1	evaluation	evaluation	NOUN
fbem-23491	71	2	metrics	metric	NOUN
fbem-23491	71	3	usually	usually	ADV
fbem-23491	71	4	use	use	VERB
fbem-23491	71	5	mean	mean	ADJ
fbem-23491	71	6	square	square	ADJ
fbem-23491	71	7	error	error	NOUN
fbem-23491	71	8	,	,	PUNCT
fbem-23491	71	9	mean	mean	ADJ
fbem-23491	71	10	absolute	absolute	ADJ
fbem-23491	71	11	error	error	NOUN
fbem-23491	71	12	,	,	PUNCT
fbem-23491	71	13	and	and	CCONJ
fbem-23491	71	14	coefficient	coefficient	NOUN
fbem-23491	71	15	of	of	ADP
fbem-23491	71	16	determination	determination	NOUN
fbem-23491	71	17	,	,	PUNCT
fbem-23491	71	18	as	as	SCONJ
fbem-23491	71	19	shown	show	VERB
fbem-23491	71	20	in	in	ADP
fbem-23491	71	21	the	the	DET
fbem-23491	71	22	following	follow	VERB
fbem-23491	71	23	equations	equation	NOUN
fbem-23491	71	24	:	:	PUNCT
fbem-23491	71	25	189	189	NUM
fbem-23491	71	26	(	(	PUNCT
fbem-23491	71	27	1	1	NUM
fbem-23491	71	28	)	)	PUNCT
fbem-23491	71	29	mean	mean	VERB
fbem-23491	71	30	squared	square	VERB
fbem-23491	71	31	error	error	NOUN
fbem-23491	71	32	(	(	PUNCT
fbem-23491	71	33	mse	mse	NOUN
fbem-23491	71	34	)	)	PUNCT
fbem-23491	71	35	𝑀𝑆𝐸	𝑀𝑆𝐸	NOUN
fbem-23491	71	36	=	=	SYM
fbem-23491	71	37	1	1	NUM
fbem-23491	71	38	𝑛	𝑛	NOUN
fbem-23491	71	39	∑	∑	PUNCT
fbem-23491	71	40	(	(	PUNCT
fbem-23491	71	41	𝑦𝑖	𝑦𝑖	PROPN
fbem-23491	71	42	−	−	PROPN
fbem-23491	71	43	�	�	PROPN
fbem-23491	71	44	̂	̂	VERB
fbem-23491	71	45	�	�	NOUN
fbem-23491	71	46	𝑖	𝑖	X
fbem-23491	71	47	)	)	PUNCT
fbem-23491	71	48	2𝑛	2𝑛	PROPN
fbem-23491	71	49	𝑖=1	𝑖=1	PUNCT
fbem-23491	71	50	(	(	PUNCT
fbem-23491	71	51	13	13	NUM
fbem-23491	71	52	)	)	PUNCT
fbem-23491	71	53	(	(	PUNCT
fbem-23491	71	54	2	2	X
fbem-23491	71	55	)	)	PUNCT
fbem-23491	71	56	mean	mean	VERB
fbem-23491	71	57	absolute	absolute	ADJ
fbem-23491	71	58	error	error	NOUN
fbem-23491	71	59	(	(	PUNCT
fbem-23491	71	60	mae	mae	PROPN
fbem-23491	71	61	)	)	PUNCT
fbem-23491	71	62	𝑀𝐴𝐸	𝑀𝐴𝐸	PROPN
fbem-23491	71	63	=	=	SYM
fbem-23491	71	64	1	1	NUM
fbem-23491	71	65	𝑛	𝑛	PROPN
fbem-23491	71	66	∑	∑	ADP
fbem-23491	71	67	|𝑦𝑖	|𝑦𝑖	X
fbem-23491	71	68	−	−	PROPN
fbem-23491	71	69	�	�	PROPN
fbem-23491	71	70	̂	̂	VERB
fbem-23491	71	71	�	�	NOUN
fbem-23491	71	72	𝑖	𝑖	NOUN
fbem-23491	71	73	|	|	NOUN
fbem-23491	71	74	𝑛	𝑛	PRON
fbem-23491	71	75	𝑖=1	𝑖=1	PROPN
fbem-23491	71	76	(	(	PUNCT
fbem-23491	71	77	14	14	NUM
fbem-23491	71	78	)	)	PUNCT
fbem-23491	71	79	(	(	PUNCT
fbem-23491	71	80	3	3	X
fbem-23491	71	81	)	)	PUNCT
fbem-23491	71	82	coefficient	coefficient	NOUN
fbem-23491	71	83	of	of	ADP
fbem-23491	71	84	determination	determination	NOUN
fbem-23491	71	85	(	(	PUNCT
fbem-23491	71	86	r^2	r^2	PROPN
fbem-23491	71	87	)	)	PUNCT
fbem-23491	71	88	𝑅2	𝑅2	NOUN
fbem-23491	71	89	=	=	NOUN
fbem-23491	71	90	1	1	NUM
fbem-23491	71	91	−	−	NOUN
fbem-23491	71	92	∑	∑	PUNCT
fbem-23491	71	93	(	(	PUNCT
fbem-23491	71	94	𝑦𝑖−	𝑦𝑖−	NUM
fbem-23491	71	95	�	�	PROPN
fbem-23491	71	96	̂	̂	VERB
fbem-23491	71	97	�	�	NOUN
fbem-23491	71	98	𝑖	𝑖	NOUN
fbem-23491	71	99	)	)	PUNCT
fbem-23491	71	100	2𝑛	2𝑛	PROPN
fbem-23491	72	1	𝑖=1	𝑖=1	PUNCT
fbem-23491	72	2	∑	∑	PROPN
fbem-23491	72	3	(	(	PUNCT
fbem-23491	72	4	𝑦𝑖−	𝑦𝑖−	NUM
fbem-23491	72	5	�	�	PROPN
fbem-23491	72	6	̅	̅	NOUN
fbem-23491	72	7	�	�	NOUN
fbem-23491	72	8	)	)	PUNCT
fbem-23491	72	9	2𝑛	2𝑛	PROPN
fbem-23491	72	10	𝑖=1	𝑖=1	PUNCT
fbem-23491	73	1	(	(	PUNCT
fbem-23491	73	2	15	15	NUM
fbem-23491	73	3	)	)	PUNCT
fbem-23491	73	4	in	in	ADP
fbem-23491	73	5	the	the	DET
fbem-23491	73	6	three	three	NUM
fbem-23491	73	7	evaluation	evaluation	NOUN
fbem-23491	73	8	indicator	indicator	NOUN
fbem-23491	73	9	formulas	formula	VERB
fbem-23491	73	10	above	above	ADV
fbem-23491	73	11	,	,	PUNCT
fbem-23491	73	12	𝑛	𝑛	PROPN
fbem-23491	73	13	is	be	AUX
fbem-23491	73	14	the	the	DET
fbem-23491	73	15	sample	sample	NOUN
fbem-23491	73	16	size	size	NOUN
fbem-23491	73	17	,	,	PUNCT
fbem-23491	73	18	𝑦𝑖	𝑦𝑖	PROPN
fbem-23491	73	19	is	be	AUX
fbem-23491	73	20	the	the	DET
fbem-23491	73	21	true	true	ADJ
fbem-23491	73	22	value	value	NOUN
fbem-23491	73	23	,	,	PUNCT
fbem-23491	73	24	�	�	PROPN
fbem-23491	73	25	̂	̂	VERB
fbem-23491	73	26	�	�	NOUN
fbem-23491	73	27	𝑖	𝑖	NOUN
fbem-23491	73	28	is	be	AUX
fbem-23491	73	29	the	the	DET
fbem-23491	73	30	predicted	predict	VERB
fbem-23491	73	31	value	value	NOUN
fbem-23491	73	32	,	,	PUNCT
fbem-23491	73	33	and	and	CCONJ
fbem-23491	73	34	�	�	PROPN
fbem-23491	73	35	̅	̅	NOUN
fbem-23491	73	36	�	�	NOUN
fbem-23491	73	37	is	be	AUX
fbem-23491	73	38	the	the	DET
fbem-23491	73	39	average	average	NOUN
fbem-23491	73	40	of	of	ADP
fbem-23491	73	41	the	the	DET
fbem-23491	73	42	true	true	ADJ
fbem-23491	73	43	values	value	NOUN
fbem-23491	73	44	.	.	PUNCT
fbem-23491	74	1	2.4	2.4	NUM
fbem-23491	74	2	.	.	PUNCT
fbem-23491	75	1	estimated	estimate	VERB
fbem-23491	75	2	material	material	NOUN
fbem-23491	75	3	requirements	requirement	NOUN
fbem-23491	75	4	(	(	PUNCT
fbem-23491	75	5	1	1	X
fbem-23491	75	6	)	)	PUNCT
fbem-23491	75	7	daily	daily	ADJ
fbem-23491	75	8	consumables	consumable	NOUN
fbem-23491	75	9	according	accord	VERB
fbem-23491	75	10	to	to	ADP
fbem-23491	75	11	cdc	cdc	PROPN
fbem-23491	75	12	data	data	PROPN
fbem-23491	75	13	,	,	PUNCT
fbem-23491	75	14	the	the	DET
fbem-23491	75	15	minimum	minimum	ADJ
fbem-23491	75	16	daily	daily	ADJ
fbem-23491	75	17	requirement	requirement	NOUN
fbem-23491	75	18	per	per	ADP
fbem-23491	75	19	person	person	NOUN
fbem-23491	75	20	in	in	ADP
fbem-23491	75	21	an	an	DET
fbem-23491	75	22	emergency	emergency	NOUN
fbem-23491	75	23	is	be	AUX
fbem-23491	75	24	4183kj	4183kj	VERB
fbem-23491	75	25	(	(	PUNCT
fbem-23491	75	26	1000kcal	1000kcal	NUM
fbem-23491	75	27	)	)	PUNCT
fbem-23491	75	28	of	of	ADP
fbem-23491	75	29	energy	energy	NOUN
fbem-23491	75	30	and	and	CCONJ
fbem-23491	75	31	1000ml	1000ml	PROPN
fbem-23491	75	32	(	(	PUNCT
fbem-23491	75	33	1	1	NUM
fbem-23491	75	34	kg	kg	NOUN
fbem-23491	75	35	)	)	PUNCT
fbem-23491	75	36	of	of	ADP
fbem-23491	75	37	drinking	drinking	NOUN
fbem-23491	75	38	water	water	NOUN
fbem-23491	75	39	.	.	PUNCT
fbem-23491	76	1	in	in	ADP
fbem-23491	76	2	this	this	DET
fbem-23491	76	3	paper	paper	NOUN
fbem-23491	76	4	,	,	PUNCT
fbem-23491	76	5	bread	bread	NOUN
fbem-23491	76	6	,	,	PUNCT
fbem-23491	76	7	which	which	PRON
fbem-23491	76	8	is	be	AUX
fbem-23491	76	9	a	a	DET
fbem-23491	76	10	representative	representative	NOUN
fbem-23491	76	11	of	of	ADP
fbem-23491	76	12	daily	daily	ADJ
fbem-23491	76	13	consumable	consumable	ADJ
fbem-23491	76	14	relief	relief	NOUN
fbem-23491	76	15	foods	food	NOUN
fbem-23491	76	16	,	,	PUNCT
fbem-23491	76	17	is	be	AUX
fbem-23491	76	18	stipulated	stipulate	VERB
fbem-23491	76	19	to	to	PART
fbem-23491	76	20	be	be	AUX
fbem-23491	76	21	about	about	ADV
fbem-23491	76	22	1000	1000	NUM
fbem-23491	76	23	kcal	kcal	NOUN
fbem-23491	76	24	for	for	ADP
fbem-23491	76	25	500	500	NUM
fbem-23491	76	26	g	g	NOUN
fbem-23491	76	27	of	of	ADP
fbem-23491	76	28	bread	bread	NOUN
fbem-23491	76	29	among	among	ADP
fbem-23491	76	30	the	the	DET
fbem-23491	76	31	common	common	ADJ
fbem-23491	76	32	bread	bread	NOUN
fbem-23491	76	33	types	type	NOUN
fbem-23491	76	34	.	.	PUNCT
fbem-23491	77	1	therefore	therefore	ADV
fbem-23491	77	2	,	,	PUNCT
fbem-23491	77	3	the	the	DET
fbem-23491	77	4	total	total	ADJ
fbem-23491	77	5	weight	weight	NOUN
fbem-23491	77	6	of	of	ADP
fbem-23491	77	7	food	food	NOUN
fbem-23491	77	8	consumed	consume	VERB
fbem-23491	77	9	by	by	ADP
fbem-23491	77	10	the	the	DET
fbem-23491	77	11	general	general	ADJ
fbem-23491	77	12	population	population	NOUN
fbem-23491	77	13	in	in	ADP
fbem-23491	77	14	an	an	DET
fbem-23491	77	15	emergency	emergency	NOUN
fbem-23491	77	16	is	be	AUX
fbem-23491	77	17	1.5kg	1.5kg	PROPN
fbem-23491	77	18	/	/	SYM
fbem-23491	77	19	d.	d.	NOUN
fbem-23491	77	20	(	(	PUNCT
fbem-23491	77	21	2	2	NUM
fbem-23491	77	22	)	)	PUNCT
fbem-23491	77	23	common	common	ADJ
fbem-23491	77	24	medicines	medicine	NOUN
fbem-23491	77	25	this	this	DET
fbem-23491	77	26	paper	paper	NOUN
fbem-23491	77	27	focuses	focus	VERB
fbem-23491	77	28	on	on	ADP
fbem-23491	77	29	the	the	DET
fbem-23491	77	30	impact	impact	NOUN
fbem-23491	77	31	of	of	ADP
fbem-23491	77	32	the	the	DET
fbem-23491	77	33	number	number	NOUN
fbem-23491	77	34	of	of	ADP
fbem-23491	77	35	injured	injured	ADJ
fbem-23491	77	36	people	people	NOUN
fbem-23491	77	37	on	on	ADP
fbem-23491	77	38	the	the	DET
fbem-23491	77	39	demand	demand	NOUN
fbem-23491	77	40	for	for	ADP
fbem-23491	77	41	rescue	rescue	NOUN
fbem-23491	77	42	supplies	supply	NOUN
fbem-23491	77	43	in	in	ADP
fbem-23491	77	44	the	the	DET
fbem-23491	77	45	drug	drug	NOUN
fbem-23491	77	46	category	category	NOUN
fbem-23491	77	47	,	,	PUNCT
fbem-23491	77	48	abstracting	abstract	VERB
fbem-23491	77	49	it	it	PRON
fbem-23491	77	50	into	into	ADP
fbem-23491	77	51	routine	routine	ADJ
fbem-23491	77	52	medical	medical	ADJ
fbem-23491	77	53	supplies	supply	NOUN
fbem-23491	77	54	and	and	CCONJ
fbem-23491	77	55	first	first	ADJ
fbem-23491	77	56	aid	aid	NOUN
fbem-23491	77	57	supplies	supply	NOUN
fbem-23491	77	58	,	,	PUNCT
fbem-23491	77	59	such	such	ADJ
fbem-23491	77	60	as	as	ADP
fbem-23491	77	61	bandages	bandage	NOUN
fbem-23491	77	62	,	,	PUNCT
fbem-23491	77	63	anti	anti	ADJ
fbem-23491	77	64	-	-	ADJ
fbem-23491	77	65	inflammatory	inflammatory	ADJ
fbem-23491	77	66	drugs	drug	NOUN
fbem-23491	77	67	,	,	PUNCT
fbem-23491	77	68	iodine	iodine	NOUN
fbem-23491	77	69	vapors	vapor	NOUN
fbem-23491	77	70	,	,	PUNCT
fbem-23491	77	71	tetanus	tetanus	NOUN
fbem-23491	77	72	,	,	PUNCT
fbem-23491	77	73	and	and	CCONJ
fbem-23491	77	74	so	so	ADV
fbem-23491	77	75	on	on	ADV
fbem-23491	77	76	.	.	PUNCT
fbem-23491	78	1	they	they	PRON
fbem-23491	78	2	are	be	AUX
fbem-23491	78	3	packaged	package	VERB
fbem-23491	78	4	into	into	ADP
fbem-23491	78	5	one	one	NUM
fbem-23491	78	6	-	-	PUNCT
fbem-23491	78	7	person	person	NOUN
fbem-23491	78	8	portions	portion	NOUN
fbem-23491	78	9	and	and	CCONJ
fbem-23491	78	10	distributed	distribute	VERB
fbem-23491	78	11	to	to	ADP
fbem-23491	78	12	the	the	DET
fbem-23491	78	13	injured	injure	VERB
fbem-23491	78	14	in	in	ADP
fbem-23491	78	15	the	the	DET
fbem-23491	78	16	disaster	disaster	NOUN
fbem-23491	78	17	area	area	NOUN
fbem-23491	78	18	,	,	PUNCT
fbem-23491	78	19	stipulating	stipulate	VERB
fbem-23491	78	20	that	that	SCONJ
fbem-23491	78	21	the	the	DET
fbem-23491	78	22	demand	demand	NOUN
fbem-23491	78	23	of	of	ADP
fbem-23491	78	24	each	each	DET
fbem-23491	78	25	injured	injure	VERB
fbem-23491	78	26	person	person	NOUN
fbem-23491	78	27	is	be	AUX
fbem-23491	78	28	fixed	fix	VERB
fbem-23491	78	29	at	at	ADP
fbem-23491	78	30	120g	120g	PROPN
fbem-23491	78	31	/	/	SYM
fbem-23491	78	32	d.	d.	PROPN
fbem-23491	78	33	3	3	NUM
fbem-23491	78	34	.	.	PUNCT
fbem-23491	79	1	case	case	NOUN
fbem-23491	79	2	studies	study	VERB
fbem-23491	79	3	the	the	DET
fbem-23491	79	4	purpose	purpose	NOUN
fbem-23491	79	5	of	of	ADP
fbem-23491	79	6	this	this	DET
fbem-23491	79	7	section	section	NOUN
fbem-23491	79	8	is	be	AUX
fbem-23491	79	9	to	to	PART
fbem-23491	79	10	demonstrate	demonstrate	VERB
fbem-23491	79	11	,	,	PUNCT
fbem-23491	79	12	through	through	ADP
fbem-23491	79	13	an	an	DET
fbem-23491	79	14	example	example	NOUN
fbem-23491	79	15	analysis	analysis	NOUN
fbem-23491	79	16	,	,	PUNCT
fbem-23491	79	17	how	how	SCONJ
fbem-23491	79	18	the	the	DET
fbem-23491	79	19	constructed	construct	VERB
fbem-23491	79	20	prediction	prediction	NOUN
fbem-23491	79	21	method	method	NOUN
fbem-23491	79	22	can	can	AUX
fbem-23491	79	23	quickly	quickly	ADV
fbem-23491	79	24	predict	predict	VERB
fbem-23491	79	25	the	the	DET
fbem-23491	79	26	emergency	emergency	NOUN
fbem-23491	79	27	supplies	supply	NOUN
fbem-23491	79	28	required	require	VERB
fbem-23491	79	29	by	by	ADP
fbem-23491	79	30	the	the	DET
fbem-23491	79	31	victims	victim	NOUN
fbem-23491	79	32	at	at	ADP
fbem-23491	79	33	each	each	DET
fbem-23491	79	34	disaster	disaster	NOUN
fbem-23491	79	35	site	site	NOUN
fbem-23491	79	36	when	when	SCONJ
fbem-23491	79	37	responding	respond	VERB
fbem-23491	79	38	to	to	ADP
fbem-23491	79	39	a	a	DET
fbem-23491	79	40	large	large	ADJ
fbem-23491	79	41	-	-	PUNCT
fbem-23491	79	42	scale	scale	NOUN
fbem-23491	79	43	earthquake	earthquake	NOUN
fbem-23491	79	44	,	,	PUNCT
fbem-23491	79	45	so	so	SCONJ
fbem-23491	79	46	as	as	SCONJ
fbem-23491	79	47	to	to	PART
fbem-23491	79	48	provide	provide	VERB
fbem-23491	79	49	a	a	DET
fbem-23491	79	50	reference	reference	NOUN
fbem-23491	79	51	for	for	ADP
fbem-23491	79	52	the	the	DET
fbem-23491	79	53	rapid	rapid	ADJ
fbem-23491	79	54	and	and	CCONJ
fbem-23491	79	55	effective	effective	ADJ
fbem-23491	79	56	mobilization	mobilization	NOUN
fbem-23491	79	57	and	and	CCONJ
fbem-23491	79	58	supply	supply	NOUN
fbem-23491	79	59	of	of	ADP
fbem-23491	79	60	emergency	emergency	NOUN
fbem-23491	79	61	supplies	supply	NOUN
fbem-23491	79	62	in	in	ADP
fbem-23491	79	63	the	the	DET
fbem-23491	79	64	first	first	ADJ
fbem-23491	79	65	time	time	NOUN
fbem-23491	79	66	after	after	ADP
fbem-23491	79	67	the	the	DET
fbem-23491	79	68	earthquake	earthquake	NOUN
fbem-23491	79	69	.	.	PUNCT
fbem-23491	80	1	to	to	ADP
fbem-23491	80	2	this	this	DET
fbem-23491	80	3	end	end	NOUN
fbem-23491	80	4	,	,	PUNCT
fbem-23491	80	5	the	the	DET
fbem-23491	80	6	7.0	7.0	NUM
fbem-23491	80	7	magnitude	magnitude	NOUN
fbem-23491	80	8	earthquake	earthquake	NOUN
fbem-23491	80	9	that	that	PRON
fbem-23491	80	10	occurred	occur	VERB
fbem-23491	80	11	in	in	ADP
fbem-23491	80	12	ya'an	ya'an	NOUN
fbem-23491	80	13	,	,	PUNCT
fbem-23491	80	14	sichuan	sichuan	PROPN
fbem-23491	80	15	province	province	PROPN
fbem-23491	80	16	on	on	ADP
fbem-23491	80	17	april	april	PROPN
fbem-23491	80	18	20	20	NUM
fbem-23491	80	19	,	,	PUNCT
fbem-23491	80	20	2013	2013	NUM
fbem-23491	80	21	was	be	AUX
fbem-23491	80	22	chosen	choose	VERB
fbem-23491	80	23	as	as	ADP
fbem-23491	80	24	a	a	DET
fbem-23491	80	25	case	case	NOUN
fbem-23491	80	26	study	study	NOUN
fbem-23491	80	27	in	in	ADP
fbem-23491	80	28	this	this	DET
fbem-23491	80	29	chapter	chapter	NOUN
fbem-23491	80	30	[	[	X
fbem-23491	80	31	3	3	NUM
fbem-23491	80	32	]	]	PUNCT
fbem-23491	80	33	.	.	PUNCT
fbem-23491	81	1	this	this	DET
fbem-23491	81	2	earthquake	earthquake	NOUN
fbem-23491	81	3	is	be	AUX
fbem-23491	81	4	a	a	DET
fbem-23491	81	5	major	major	ADJ
fbem-23491	81	6	natural	natural	ADJ
fbem-23491	81	7	disaster	disaster	NOUN
fbem-23491	81	8	that	that	PRON
fbem-23491	81	9	occurred	occur	VERB
fbem-23491	81	10	in	in	ADP
fbem-23491	81	11	china	china	PROPN
fbem-23491	81	12	in	in	ADP
fbem-23491	81	13	recent	recent	ADJ
fbem-23491	81	14	years	year	NOUN
fbem-23491	81	15	,	,	PUNCT
fbem-23491	81	16	and	and	CCONJ
fbem-23491	81	17	we	we	PRON
fbem-23491	81	18	will	will	AUX
fbem-23491	81	19	use	use	VERB
fbem-23491	81	20	the	the	DET
fbem-23491	81	21	constructed	construct	VERB
fbem-23491	81	22	principal	principal	ADJ
fbem-23491	81	23	component	component	NOUN
fbem-23491	81	24	bp	bp	PROPN
fbem-23491	81	25	neural	neural	PROPN
fbem-23491	81	26	network	network	PROPN
fbem-23491	81	27	earthquake	earthquake	NOUN
fbem-23491	81	28	casualty	casualty	NOUN
fbem-23491	81	29	prediction	prediction	NOUN
fbem-23491	81	30	model	model	NOUN
fbem-23491	81	31	and	and	CCONJ
fbem-23491	81	32	the	the	DET
fbem-23491	81	33	method	method	NOUN
fbem-23491	81	34	of	of	ADP
fbem-23491	81	35	estimating	estimate	VERB
fbem-23491	81	36	the	the	DET
fbem-23491	81	37	demand	demand	NOUN
fbem-23491	81	38	for	for	ADP
fbem-23491	81	39	earthquake	earthquake	NOUN
fbem-23491	81	40	emergency	emergency	NOUN
fbem-23491	81	41	supplies	supply	NOUN
fbem-23491	81	42	to	to	PART
fbem-23491	81	43	analyze	analyze	VERB
fbem-23491	81	44	the	the	DET
fbem-23491	81	45	demand	demand	NOUN
fbem-23491	81	46	for	for	ADP
fbem-23491	81	47	emergency	emergency	NOUN
fbem-23491	81	48	supplies	supply	NOUN
fbem-23491	81	49	in	in	ADP
fbem-23491	81	50	the	the	DET
fbem-23491	81	51	severely	severely	ADV
fbem-23491	81	52	affected	affect	VERB
fbem-23491	81	53	areas	area	NOUN
fbem-23491	81	54	in	in	ADP
fbem-23491	81	55	the	the	DET
fbem-23491	81	56	earthquake	earthquake	NOUN
fbem-23491	81	57	.	.	PUNCT
fbem-23491	82	1	3.1	3.1	NUM
fbem-23491	82	2	.	.	PUNCT
fbem-23491	82	3	data	datum	NOUN
fbem-23491	82	4	collection	collection	NOUN
fbem-23491	82	5	3.1.1	3.1.1	NOUN
fbem-23491	82	6	.	.	PUNCT
fbem-23491	83	1	yaan	yaan	PROPN
fbem-23491	83	2	earthquake	earthquake	NOUN
fbem-23491	83	3	data	datum	NOUN
fbem-23491	83	4	according	accord	VERB
fbem-23491	83	5	to	to	ADP
fbem-23491	83	6	the	the	DET
fbem-23491	83	7	china	china	PROPN
fbem-23491	83	8	earthquake	earthquake	NOUN
fbem-23491	83	9	network	network	NOUN
fbem-23491	83	10	,	,	PUNCT
fbem-23491	83	11	at	at	ADP
fbem-23491	83	12	8:02:46	8:02:46	NUM
fbem-23491	83	13	beijing	beijing	PROPN
fbem-23491	83	14	time	time	NOUN
fbem-23491	83	15	on	on	ADP
fbem-23491	83	16	april	april	PROPN
fbem-23491	83	17	20	20	NUM
fbem-23491	83	18	,	,	PUNCT
fbem-23491	83	19	2013	2013	NUM
fbem-23491	83	20	,	,	PUNCT
fbem-23491	83	21	an	an	DET
fbem-23491	83	22	earthquake	earthquake	NOUN
fbem-23491	83	23	with	with	ADP
fbem-23491	83	24	a	a	DET
fbem-23491	83	25	magnitude	magnitude	NOUN
fbem-23491	83	26	of	of	ADP
fbem-23491	83	27	7.0	7.0	NUM
fbem-23491	83	28	occurred	occur	VERB
fbem-23491	83	29	in	in	ADP
fbem-23491	83	30	lushan	lushan	PROPN
fbem-23491	83	31	county	county	NOUN
fbem-23491	83	32	,	,	PUNCT
fbem-23491	83	33	ya'an	ya'an	NOUN
fbem-23491	83	34	city	city	PROPN
fbem-23491	83	35	,	,	PUNCT
fbem-23491	83	36	sichuan	sichuan	PROPN
fbem-23491	83	37	province	province	PROPN
fbem-23491	83	38	,	,	PUNCT
fbem-23491	83	39	at	at	ADP
fbem-23491	83	40	a	a	DET
fbem-23491	83	41	depth	depth	NOUN
fbem-23491	83	42	of	of	ADP
fbem-23491	83	43	13	13	NUM
fbem-23491	83	44	kilometers	kilometer	NOUN
fbem-23491	83	45	,	,	PUNCT
fbem-23491	83	46	with	with	ADP
fbem-23491	83	47	a	a	DET
fbem-23491	83	48	maximum	maximum	ADJ
fbem-23491	83	49	intensity	intensity	NOUN
fbem-23491	83	50	of	of	ADP
fbem-23491	83	51	9	9	NUM
fbem-23491	83	52	degrees	degree	NOUN
fbem-23491	83	53	,	,	PUNCT
fbem-23491	83	54	and	and	CCONJ
fbem-23491	83	55	affected	affect	VERB
fbem-23491	83	56	an	an	DET
fbem-23491	83	57	area	area	NOUN
fbem-23491	83	58	of	of	ADP
fbem-23491	83	59	about	about	ADV
fbem-23491	83	60	18,682	18,682	NUM
fbem-23491	83	61	square	square	ADJ
fbem-23491	83	62	kilometers	kilometer	NOUN
fbem-23491	83	63	.	.	PUNCT
fbem-23491	84	1	the	the	DET
fbem-23491	84	2	latest	late	ADJ
fbem-23491	84	3	situation	situation	NOUN
fbem-23491	84	4	of	of	ADP
fbem-23491	84	5	the	the	DET
fbem-23491	84	6	earthquake	earthquake	NOUN
fbem-23491	84	7	damage	damage	NOUN
fbem-23491	84	8	coming	come	VERB
fbem-23491	84	9	from	from	ADP
fbem-23491	84	10	the	the	DET
fbem-23491	84	11	ya'an	ya'an	NOUN
fbem-23491	84	12	city	city	NOUN
fbem-23491	84	13	earthquake	earthquake	NOUN
fbem-23491	84	14	relief	relief	NOUN
fbem-23491	84	15	command	command	NOUN
fbem-23491	84	16	shows	show	VERB
fbem-23491	84	17	that	that	SCONJ
fbem-23491	84	18	as	as	ADP
fbem-23491	84	19	of	of	ADP
fbem-23491	84	20	12:00	12:00	NUM
fbem-23491	84	21	on	on	ADP
fbem-23491	84	22	the	the	DET
fbem-23491	84	23	23rd	23rd	NOUN
fbem-23491	84	24	,	,	PUNCT
fbem-23491	84	25	the	the	DET
fbem-23491	84	26	number	number	NOUN
fbem-23491	84	27	of	of	ADP
fbem-23491	84	28	deaths	death	NOUN
fbem-23491	84	29	in	in	ADP
fbem-23491	84	30	the	the	DET
fbem-23491	84	31	city	city	NOUN
fbem-23491	84	32	has	have	AUX
fbem-23491	84	33	reached	reach	VERB
fbem-23491	84	34	173	173	NUM
fbem-23491	84	35	,	,	PUNCT
fbem-23491	84	36	22	22	NUM
fbem-23491	84	37	are	be	AUX
fbem-23491	84	38	missing	miss	VERB
fbem-23491	84	39	,	,	PUNCT
fbem-23491	84	40	and	and	CCONJ
fbem-23491	84	41	the	the	DET
fbem-23491	84	42	number	number	NOUN
fbem-23491	84	43	of	of	ADP
fbem-23491	84	44	injuries	injury	NOUN
fbem-23491	84	45	has	have	AUX
fbem-23491	84	46	reached	reach	VERB
fbem-23491	84	47	10,974	10,974	NUM
fbem-23491	84	48	,	,	PUNCT
fbem-23491	84	49	of	of	ADP
fbem-23491	84	50	which	which	PRON
fbem-23491	84	51	968	968	NUM
fbem-23491	84	52	are	be	AUX
fbem-23491	84	53	serious	serious	ADJ
fbem-23491	84	54	injuries	injury	NOUN
fbem-23491	84	55	[	[	X
fbem-23491	84	56	4	4	NUM
fbem-23491	84	57	]	]	PUNCT
fbem-23491	84	58	.	.	PUNCT
fbem-23491	85	1	specific	specific	ADJ
fbem-23491	85	2	data	datum	NOUN
fbem-23491	85	3	on	on	ADP
fbem-23491	85	4	the	the	DET
fbem-23491	85	5	damage	damage	NOUN
fbem-23491	85	6	in	in	ADP
fbem-23491	85	7	ya'an	ya'an	NOUN
fbem-23491	85	8	is	be	AUX
fbem-23491	85	9	shown	show	VERB
fbem-23491	85	10	in	in	ADP
fbem-23491	85	11	table	table	NOUN
fbem-23491	85	12	1	1	NUM
fbem-23491	85	13	.	.	PUNCT
fbem-23491	85	14	table	table	NOUN
fbem-23491	85	15	1	1	NUM
fbem-23491	85	16	.	.	PUNCT
fbem-23491	86	1	statistics	statistic	NOUN
fbem-23491	86	2	on	on	ADP
fbem-23491	86	3	the	the	DET
fbem-23491	86	4	damage	damage	NOUN
fbem-23491	86	5	in	in	ADP
fbem-23491	86	6	ya'an	ya'an	NOUN
fbem-23491	86	7	region	region	PROPN
fbem-23491	86	8	magnit	magnit	PROPN
fbem-23491	86	9	ude	ude	PROPN
fbem-23491	86	10	occurren	occurren	PROPN
fbem-23491	86	11	ce	ce	PROPN
fbem-23491	86	12	time	time	PROPN
fbem-23491	86	13	fortification	fortification	NOUN
fbem-23491	86	14	intensity	intensity	NOUN
fbem-23491	86	15	damage	damage	NOUN
fbem-23491	86	16	intensity	intensity	NOUN
fbem-23491	86	17	affected	affect	VERB
fbem-23491	86	18	population	population	NOUN
fbem-23491	86	19	destroyed	destroy	VERB
fbem-23491	86	20	housing	housing	NOUN
fbem-23491	86	21	gdp/	gdp/	NOUN
fbem-23491	86	22	billion	billion	NUM
fbem-23491	86	23	number	number	NOUN
fbem-23491	86	24	of	of	ADP
fbem-23491	86	25	injured	injure	VERB
fbem-23491	86	26	number	number	NOUN
fbem-23491	86	27	of	of	ADP
fbem-23491	86	28	deaths	death	NOUN
fbem-23491	86	29	yucheng	yucheng	NOUN
fbem-23491	86	30	7	7	NUM
fbem-23491	86	31	1	1	NUM
fbem-23491	86	32	7	7	NUM
fbem-23491	86	33	7	7	NUM
fbem-23491	86	34	356800	356800	NUM
fbem-23491	86	35	125579	125579	NUM
fbem-23491	86	36	12.51	12.51	NUM
fbem-23491	86	37	1109	1109	NUM
fbem-23491	86	38	15	15	NUM
fbem-23491	86	39	lushan	lushan	NOUN
fbem-23491	86	40	7	7	NUM
fbem-23491	86	41	1	1	NUM
fbem-23491	86	42	6	6	NUM
fbem-23491	86	43	9	9	NUM
fbem-23491	86	44	112000	112000	NUM
fbem-23491	86	45	127710	127710	NUM
fbem-23491	86	46	2.65	2.65	NUM
fbem-23491	86	47	5537	5537	NUM
fbem-23491	86	48	120	120	NUM
fbem-23491	86	49	baoxing	baoxe	VERB
fbem-23491	86	50	7	7	NUM
fbem-23491	86	51	1	1	NUM
fbem-23491	86	52	6	6	NUM
fbem-23491	86	53	6	6	NUM
fbem-23491	86	54	58954	58954	NUM
fbem-23491	86	55	57731	57731	NUM
fbem-23491	86	56	1.91	1.91	NUM
fbem-23491	86	57	2503	2503	NUM
fbem-23491	86	58	26	26	NUM
fbem-23491	86	59	tianquan	tianquan	NOUN
fbem-23491	86	60	7	7	NUM
fbem-23491	86	61	1	1	NUM
fbem-23491	86	62	7	7	NUM
fbem-23491	86	63	7	7	NUM
fbem-23491	86	64	155200	155200	NUM
fbem-23491	86	65	18705	18705	NUM
fbem-23491	86	66	3.78	3.78	NUM
fbem-23491	86	67	811	811	NUM
fbem-23491	86	68	5	5	NUM
fbem-23491	86	69	mingshan	mingshan	ADV
fbem-23491	86	70	7	7	NUM
fbem-23491	86	71	1	1	NUM
fbem-23491	86	72	6	6	NUM
fbem-23491	86	73	7	7	NUM
fbem-23491	86	74	279900	279900	NUM
fbem-23491	86	75	14000	14000	NUM
fbem-23491	86	76	5.74	5.74	NUM
fbem-23491	86	77	607	607	NUM
fbem-23491	86	78	2	2	NUM
fbem-23491	86	79	yingjing	yingje	VERB
fbem-23491	86	80	7	7	NUM
fbem-23491	86	81	1	1	NUM
fbem-23491	86	82	7	7	NUM
fbem-23491	86	83	7	7	NUM
fbem-23491	86	84	149000	149000	NUM
fbem-23491	86	85	7865	7865	NUM
fbem-23491	86	86	4.36	4.36	NUM
fbem-23491	86	87	341	341	NUM
fbem-23491	86	88	2	2	NUM
fbem-23491	86	89	shimian	shimian	NOUN
fbem-23491	86	90	7	7	NUM
fbem-23491	86	91	1	1	NUM
fbem-23491	86	92	6	6	NUM
fbem-23491	86	93	6	6	NUM
fbem-23491	86	94	124400	124400	NUM
fbem-23491	86	95	899	899	NUM
fbem-23491	86	96	5.88	5.88	NUM
fbem-23491	86	97	39	39	NUM
fbem-23491	86	98	2	2	NUM
fbem-23491	86	99	hanyuan	hanyuan	NOUN
fbem-23491	86	100	7	7	NUM
fbem-23491	86	101	1	1	NUM
fbem-23491	86	102	6	6	NUM
fbem-23491	86	103	6	6	NUM
fbem-23491	86	104	325000	325000	NUM
fbem-23491	86	105	807	807	NUM
fbem-23491	86	106	6.07	6.07	NUM
fbem-23491	86	107	35	35	NUM
fbem-23491	86	108	1	1	NUM
fbem-23491	86	109	3.1.2	3.1.2	NUM
fbem-23491	86	110	.	.	PUNCT
fbem-23491	87	1	bp	bp	PROPN
fbem-23491	87	2	neural	neural	PROPN
fbem-23491	87	3	network	network	NOUN
fbem-23491	87	4	training	training	NOUN
fbem-23491	87	5	set	set	VERB
fbem-23491	87	6	data	datum	NOUN
fbem-23491	87	7	collection	collection	NOUN
fbem-23491	87	8	and	and	CCONJ
fbem-23491	87	9	processing	processing	NOUN
fbem-23491	87	10	in	in	ADP
fbem-23491	87	11	this	this	DET
fbem-23491	87	12	paper	paper	NOUN
fbem-23491	87	13	,	,	PUNCT
fbem-23491	87	14	39	39	NUM
fbem-23491	87	15	earthquakes	earthquake	NOUN
fbem-23491	87	16	of	of	ADP
fbem-23491	87	17	magnitude	magnitude	NOUN
fbem-23491	87	18	6	6	NUM
fbem-23491	87	19	or	or	CCONJ
fbem-23491	87	20	above	above	ADV
fbem-23491	87	21	that	that	PRON
fbem-23491	87	22	occurred	occur	VERB
fbem-23491	87	23	in	in	ADP
fbem-23491	87	24	china	china	PROPN
fbem-23491	87	25	in	in	ADP
fbem-23491	87	26	the	the	DET
fbem-23491	87	27	past	past	ADJ
fbem-23491	87	28	30	30	NUM
fbem-23491	87	29	years	year	NOUN
fbem-23491	87	30	are	be	AUX
fbem-23491	87	31	selected	select	VERB
fbem-23491	87	32	as	as	ADP
fbem-23491	87	33	the	the	DET
fbem-23491	87	34	training	training	NOUN
fbem-23491	87	35	sample	sample	NOUN
fbem-23491	87	36	set	set	VERB
fbem-23491	87	37	based	base	VERB
fbem-23491	87	38	on	on	ADP
fbem-23491	87	39	news	news	NOUN
fbem-23491	87	40	reports	report	NOUN
fbem-23491	87	41	,	,	PUNCT
fbem-23491	87	42	thesis	thesis	NOUN
fbem-23491	87	43	data	datum	NOUN
fbem-23491	87	44	,	,	PUNCT
fbem-23491	87	45	and	and	CCONJ
fbem-23491	87	46	the	the	DET
fbem-23491	87	47	"	"	PUNCT
fbem-23491	87	48	national	national	ADJ
fbem-23491	87	49	center	center	NOUN
fbem-23491	87	50	for	for	ADP
fbem-23491	87	51	sharing	share	VERB
fbem-23491	87	52	earthquake	earthquake	NOUN
fbem-23491	87	53	science	science	NOUN
fbem-23491	87	54	data	data	PROPN
fbem-23491	87	55	"	"	PUNCT
fbem-23491	87	56	,	,	PUNCT
fbem-23491	87	57	etc	etc	X
fbem-23491	87	58	.	.	X
fbem-23491	87	59	table	table	NOUN
fbem-23491	87	60	2	2	NUM
fbem-23491	87	61	shows	show	VERB
fbem-23491	87	62	some	some	PRON
fbem-23491	87	63	of	of	ADP
fbem-23491	87	64	the	the	DET
fbem-23491	87	65	statistical	statistical	ADJ
fbem-23491	87	66	information	information	NOUN
fbem-23491	87	67	of	of	ADP
fbem-23491	87	68	the	the	DET
fbem-23491	87	69	earthquakes	earthquake	NOUN
fbem-23491	87	70	.	.	PUNCT
fbem-23491	88	1	190	190	NUM
fbem-23491	88	2	table	table	NOUN
fbem-23491	88	3	2	2	NUM
fbem-23491	88	4	.	.	PUNCT
fbem-23491	88	5	training	train	VERB
fbem-23491	88	6	set	set	VERB
fbem-23491	88	7	data	data	NOUN
fbem-23491	88	8	region	region	NOUN
fbem-23491	88	9	magnitude	magnitude	NOUN
fbem-23491	88	10	occurrence	occurrence	NOUN
fbem-23491	88	11	time	time	NOUN
fbem-23491	88	12	fortification	fortification	NOUN
fbem-23491	88	13	intensity	intensity	NOUN
fbem-23491	88	14	damage	damage	NOUN
fbem-23491	88	15	intensity	intensity	NOUN
fbem-23491	88	16	affected	affect	VERB
fbem-23491	88	17	population	population	NOUN
fbem-23491	88	18	destroyed	destroy	VERB
fbem-23491	88	19	housing	housing	NOUN
fbem-23491	88	20	gdp/	gdp/	NOUN
fbem-23491	88	21	billion	billion	NUM
fbem-23491	88	22	number	number	NOUN
fbem-23491	88	23	of	of	ADP
fbem-23491	88	24	injured	injure	VERB
fbem-23491	88	25	number	number	NOUN
fbem-23491	88	26	of	of	ADP
fbem-23491	88	27	deaths	death	NOUN
fbem-23491	88	28	lixian	lixian	VERB
fbem-23491	88	29	6.1	6.1	NUM
fbem-23491	88	30	1	1	NUM
fbem-23491	88	31	7	7	NUM
fbem-23491	88	32	8	8	NUM
fbem-23491	88	33	103054	103054	NUM
fbem-23491	88	34	36500	36500	NUM
fbem-23491	88	35	0.63	0.63	NUM
fbem-23491	88	36	359	359	NUM
fbem-23491	88	37	30	30	NUM
fbem-23491	88	38	panzhihua	panzhihua	NOUN
fbem-23491	88	39	6.1	6.1	NUM
fbem-23491	88	40	2	2	NUM
fbem-23491	88	41	7	7	NUM
fbem-23491	88	42	8	8	NUM
fbem-23491	88	43	130311	130311	NUM
fbem-23491	88	44	7455	7455	NUM
fbem-23491	88	45	5.16	5.16	NUM
fbem-23491	88	46	145	145	NUM
fbem-23491	88	47	5	5	NUM
fbem-23491	88	48	ninglang	ninglang	NOUN
fbem-23491	88	49	6.2	6.2	NUM
fbem-23491	88	50	1	1	NUM
fbem-23491	88	51	7	7	NUM
fbem-23491	88	52	7	7	NUM
fbem-23491	88	53	127870	127870	NUM
fbem-23491	88	54	17500	17500	NUM
fbem-23491	88	55	10.74	10.74	NUM
fbem-23491	88	56	208	208	NUM
fbem-23491	88	57	5	5	NUM
fbem-23491	88	58	dangxiong	dangxiong	NOUN
fbem-23491	88	59	6.6	6.6	NUM
fbem-23491	88	60	1	1	NUM
fbem-23491	88	61	8	8	NUM
fbem-23491	88	62	8	8	NUM
fbem-23491	88	63	899	899	NUM
fbem-23491	88	64	171	171	NUM
fbem-23491	88	65	3.84	3.84	NUM
fbem-23491	88	66	19	19	NUM
fbem-23491	88	67	9	9	NUM
fbem-23491	88	68	jiangyou	jiangyou	NOUN
fbem-23491	88	69	8.0	8.0	NUM
fbem-23491	88	70	1	1	NUM
fbem-23491	88	71	7	7	NUM
fbem-23491	88	72	7	7	NUM
fbem-23491	88	73	870000	870000	NUM
fbem-23491	88	74	200000	200000	NUM
fbem-23491	88	75	2.87	2.87	NUM
fbem-23491	88	76	19278	19278	NUM
fbem-23491	88	77	437	437	NUM
fbem-23491	88	78	zitong	zitong	NOUN
fbem-23491	88	79	8.0	8.0	NUM
fbem-23491	88	80	1	1	NUM
fbem-23491	88	81	6	6	NUM
fbem-23491	88	82	7	7	NUM
fbem-23491	88	83	312807	312807	NUM
fbem-23491	88	84	16517	16517	NUM
fbem-23491	88	85	1.33	1.33	NUM
fbem-23491	88	86	2489	2489	NUM
fbem-23491	88	87	25	25	NUM
fbem-23491	88	88	youxian	youxian	ADJ
fbem-23491	88	89	8.0	8.0	NUM
fbem-23491	88	90	1	1	NUM
fbem-23491	88	91	6	6	NUM
fbem-23491	88	92	7	7	NUM
fbem-23491	88	93	450000	450000	NUM
fbem-23491	88	94	112987	112987	NUM
fbem-23491	88	95	14.25	14.25	NUM
fbem-23491	88	96	482	482	NUM
fbem-23491	88	97	85	85	NUM
fbem-23491	88	98	xiaojin	xiaojin	ADJ
fbem-23491	88	99	8.0	8.0	NUM
fbem-23491	88	100	1	1	NUM
fbem-23491	88	101	6	6	NUM
fbem-23491	88	102	8	8	NUM
fbem-23491	88	103	79982	79982	NUM
fbem-23491	88	104	12888	12888	NUM
fbem-23491	88	105	12.73	12.73	NUM
fbem-23491	88	106	452	452	NUM
fbem-23491	88	107	27	27	NUM
fbem-23491	88	108	fucheng	fucheng	NOUN
fbem-23491	88	109	8.0	8.0	NUM
fbem-23491	88	110	1	1	NUM
fbem-23491	88	111	7	7	NUM
fbem-23491	88	112	8	8	NUM
fbem-23491	88	113	545465	545465	NUM
fbem-23491	88	114	38298	38298	NUM
fbem-23491	88	115	1.48	1.48	NUM
fbem-23491	88	116	2038	2038	NUM
fbem-23491	88	117	86	86	NUM
fbem-23491	88	118	luojiang	luojiang	PROPN
fbem-23491	88	119	8.0	8.0	NUM
fbem-23491	88	120	1	1	NUM
fbem-23491	88	121	6	6	NUM
fbem-23491	88	122	8	8	NUM
fbem-23491	88	123	203000	203000	NUM
fbem-23491	88	124	24596	24596	NUM
fbem-23491	88	125	5.07	5.07	NUM
fbem-23491	88	126	307	307	NUM
fbem-23491	88	127	19	19	NUM
fbem-23491	88	128	…	…	PUNCT
fbem-23491	88	129	…	…	PUNCT
fbem-23491	88	130	…	…	PUNCT
fbem-23491	88	131	…	…	PUNCT
fbem-23491	88	132	…	…	PUNCT
fbem-23491	88	133	…	…	PUNCT
fbem-23491	88	134	…	…	PUNCT
fbem-23491	88	135	…	…	PUNCT
fbem-23491	88	136	…	…	PUNCT
fbem-23491	88	137	…	…	PUNCT
fbem-23491	88	138	lasa	lasa	X
fbem-23491	88	139	6.1	6.1	NUM
fbem-23491	88	140	2	2	NUM
fbem-23491	88	141	7	7	NUM
fbem-23491	88	142	9	9	NUM
fbem-23491	88	143	130300	130300	NUM
fbem-23491	88	144	7466	7466	NUM
fbem-23491	88	145	12.18	12.18	NUM
fbem-23491	88	146	132	132	NUM
fbem-23491	88	147	5	5	NUM
fbem-23491	88	148	lijiang	lijiang	NOUN
fbem-23491	88	149	7.0	7.0	NUM
fbem-23491	88	150	1	1	NUM
fbem-23491	88	151	7	7	NUM
fbem-23491	88	152	7	7	NUM
fbem-23491	88	153	1075000	1075000	NUM
fbem-23491	88	154	959000	959000	NUM
fbem-23491	88	155	5.18	5.18	NUM
fbem-23491	88	156	16912	16912	NUM
fbem-23491	88	157	309	309	NUM
fbem-23491	88	158	ludian	ludian	ADJ
fbem-23491	88	159	6.1	6.1	NUM
fbem-23491	88	160	1	1	NUM
fbem-23491	88	161	7	7	NUM
fbem-23491	88	162	8	8	NUM
fbem-23491	88	163	130311	130311	NUM
fbem-23491	88	164	7455	7455	NUM
fbem-23491	88	165	0.34	0.34	NUM
fbem-23491	88	166	145	145	NUM
fbem-23491	88	167	5	5	NUM
fbem-23491	88	168	after	after	SCONJ
fbem-23491	88	169	the	the	DET
fbem-23491	88	170	collected	collect	VERB
fbem-23491	88	171	data	datum	NOUN
fbem-23491	88	172	were	be	AUX
fbem-23491	88	173	processed	process	VERB
fbem-23491	88	174	according	accord	VERB
fbem-23491	88	175	to	to	ADP
fbem-23491	88	176	the	the	DET
fbem-23491	88	177	standardization	standardization	NOUN
fbem-23491	88	178	method	method	NOUN
fbem-23491	88	179	in	in	ADP
fbem-23491	88	180	section	section	NOUN
fbem-23491	88	181	2.2.1	2.2.1	NUM
fbem-23491	88	182	,	,	PUNCT
fbem-23491	88	183	the	the	DET
fbem-23491	88	184	data	datum	NOUN
fbem-23491	88	185	in	in	ADP
fbem-23491	88	186	the	the	DET
fbem-23491	88	187	data	data	NOUN
fbem-23491	88	188	table	table	NOUN
fbem-23491	88	189	were	be	AUX
fbem-23491	88	190	converted	convert	VERB
fbem-23491	88	191	to	to	ADP
fbem-23491	88	192	standard	standard	ADJ
fbem-23491	88	193	normal	normal	ADJ
fbem-23491	88	194	distribution	distribution	NOUN
fbem-23491	88	195	as	as	ADP
fbem-23491	88	196	a	a	DET
fbem-23491	88	197	way	way	NOUN
fbem-23491	88	198	to	to	PART
fbem-23491	88	199	eliminate	eliminate	VERB
fbem-23491	88	200	the	the	DET
fbem-23491	88	201	difference	difference	NOUN
fbem-23491	88	202	in	in	ADP
fbem-23491	88	203	magnitude	magnitude	NOUN
fbem-23491	88	204	between	between	ADP
fbem-23491	88	205	different	different	ADJ
fbem-23491	88	206	features	feature	NOUN
fbem-23491	88	207	[	[	X
fbem-23491	88	208	5	5	NUM
fbem-23491	88	209	]	]	PUNCT
fbem-23491	88	210	,	,	PUNCT
fbem-23491	88	211	which	which	PRON
fbem-23491	88	212	is	be	AUX
fbem-23491	88	213	beneficial	beneficial	ADJ
fbem-23491	88	214	for	for	ADP
fbem-23491	88	215	the	the	DET
fbem-23491	88	216	training	training	NOUN
fbem-23491	88	217	of	of	ADP
fbem-23491	88	218	the	the	DET
fbem-23491	88	219	network	network	NOUN
fbem-23491	88	220	.	.	PUNCT
fbem-23491	89	1	some	some	PRON
fbem-23491	89	2	of	of	ADP
fbem-23491	89	3	the	the	DET
fbem-23491	89	4	data	datum	NOUN
fbem-23491	89	5	after	after	SCONJ
fbem-23491	89	6	the	the	DET
fbem-23491	89	7	standardization	standardization	NOUN
fbem-23491	89	8	process	process	NOUN
fbem-23491	89	9	is	be	AUX
fbem-23491	89	10	shown	show	VERB
fbem-23491	89	11	in	in	ADP
fbem-23491	89	12	table	table	NOUN
fbem-23491	89	13	3	3	NUM
fbem-23491	89	14	below	below	ADV
fbem-23491	89	15	.	.	PUNCT
fbem-23491	90	1	table	table	NOUN
fbem-23491	90	2	3	3	NUM
fbem-23491	90	3	.	.	PUNCT
fbem-23491	90	4	standardized	standardized	ADJ
fbem-23491	90	5	processing	processing	NOUN
fbem-23491	90	6	of	of	ADP
fbem-23491	90	7	training	training	NOUN
fbem-23491	90	8	set	set	VERB
fbem-23491	90	9	data	data	NOUN
fbem-23491	90	10	region	region	NOUN
fbem-23491	90	11	magnitude	magnitude	NOUN
fbem-23491	90	12	occurrence	occurrence	NOUN
fbem-23491	90	13	time	time	NOUN
fbem-23491	90	14	fortification	fortification	NOUN
fbem-23491	90	15	intensity	intensity	NOUN
fbem-23491	90	16	damage	damage	NOUN
fbem-23491	90	17	intensity	intensity	NOUN
fbem-23491	90	18	affected	affect	VERB
fbem-23491	90	19	population	population	NOUN
fbem-23491	90	20	destroyed	destroy	VERB
fbem-23491	90	21	housing	housing	NOUN
fbem-23491	90	22	gdp/	gdp/	NOUN
fbem-23491	90	23	billion	billion	NUM
fbem-23491	90	24	number	number	NOUN
fbem-23491	90	25	of	of	ADP
fbem-23491	90	26	injured	injure	VERB
fbem-23491	90	27	number	number	NOUN
fbem-23491	90	28	of	of	ADP
fbem-23491	90	29	deaths	death	NOUN
fbem-23491	90	30	1	1	NUM
fbem-23491	90	31	-2.286	-2.286	ADJ
fbem-23491	90	32	-0.549	-0.549	NUM
fbem-23491	90	33	0.483	0.483	NUM
fbem-23491	90	34	-0.194	-0.194	SYM
fbem-23491	90	35	-0.546	-0.546	PUNCT
fbem-23491	90	36	-0.427	-0.427	NOUN
fbem-23491	90	37	-0.024	-0.024	PUNCT
fbem-23491	90	38	-0.560	-0.560	X
fbem-23491	90	39	-0.425	-0.425	X
fbem-23491	90	40	2	2	NUM
fbem-23491	90	41	-2.13	-2.13	NUM
fbem-23491	90	42	-0.549	-0.549	NOUN
fbem-23491	90	43	0.483	0.483	NUM
fbem-23491	90	44	-0.194	-0.194	NOUN
fbem-23491	90	45	-0.553	-0.553	PUNCT
fbem-23491	90	46	-0.372	-0.372	PUNCT
fbem-23491	90	47	0.989	0.989	NUM
fbem-23491	90	48	-0.557	-0.557	PUNCT
fbem-23491	90	49	-0.425	-0.425	NOUN
fbem-23491	90	50	3	3	NUM
fbem-23491	90	51	-1.506	-1.506	NOUN
fbem-23491	90	52	-0.549	-0.549	NOUN
fbem-23491	90	53	2.526	2.526	NUM
fbem-23491	90	54	-0.194	-0.194	NOUN
fbem-23491	90	55	-0.880	-0.880	NUM
fbem-23491	90	56	-0.467	-0.467	PUNCT
fbem-23491	90	57	-0.263	-0.263	ADJ
fbem-23491	90	58	-0.567	-0.567	NOUN
fbem-23491	90	59	-0.424	-0.424	PUNCT
fbem-23491	90	60	4	4	NUM
fbem-23491	90	61	0.677	0.677	NUM
fbem-23491	90	62	-0.549	-0.549	NUM
fbem-23491	90	63	0.483	0.483	NUM
fbem-23491	90	64	-0.194	-0.194	NOUN
fbem-23491	90	65	1.361	1.361	NUM
fbem-23491	90	66	0.632	0.632	NUM
fbem-23491	90	67	-0.439	-0.439	NUM
fbem-23491	90	68	0.442	0.442	NUM
fbem-23491	90	69	-0.338	-0.338	NUM
fbem-23491	90	70	5	5	NUM
fbem-23491	90	71	0.677	0.677	NUM
fbem-23491	90	72	-0.549	-0.549	NUM
fbem-23491	90	73	-1.558	-1.558	PUNCT
fbem-23491	90	74	-0.194	-0.194	PUNCT
fbem-23491	90	75	-0.075	-0.075	NUM
fbem-23491	90	76	-0.377	-0.377	PUNCT
fbem-23491	90	77	-0.721	-0.721	SYM
fbem-23491	90	78	-0.438	-0.438	X
fbem-23491	90	79	-0.421	-0.421	PUNCT
fbem-23491	90	80	6	6	NUM
fbem-23491	90	81	0.677	0.677	NUM
fbem-23491	90	82	-0.549	-0.549	NUM
fbem-23491	90	83	-1.558	-1.558	PUNCT
fbem-23491	90	84	-0.194	-0.194	SYM
fbem-23491	90	85	0.278	0.278	NUM
fbem-23491	90	86	0.153	0.153	NUM
fbem-23491	90	87	1.628	1.628	NUM
fbem-23491	90	88	-0.543	-0.543	NOUN
fbem-23491	90	89	-0.409	-0.409	NUM
fbem-23491	90	90	7	7	NUM
fbem-23491	90	91	0.677	0.677	NUM
fbem-23491	90	92	-0.549	-0.549	NUM
fbem-23491	90	93	0.483	0.483	NUM
fbem-23491	90	94	0.483	0.483	NUM
fbem-23491	90	95	-0.676	-0.676	SYM
fbem-23491	90	96	-0.397	-0.397	NUM
fbem-23491	90	97	1.351	1.351	NUM
fbem-23491	90	98	-0.544	-0.544	PUNCT
fbem-23491	90	99	-0.420	-0.420	PUNCT
fbem-23491	90	100	8	8	NUM
fbem-23491	90	101	0.677	0.677	NUM
fbem-23491	90	102	-0.549	-0.549	NUM
fbem-23491	90	103	-1.558	-1.558	PUNCT
fbem-23491	90	104	-1.558	-1.558	PUNCT
fbem-23491	90	105	0.524	0.524	NUM
fbem-23491	90	106	-0.257	-0.257	PUNCT
fbem-23491	90	107	-0.693	-0.693	PUNCT
fbem-23491	90	108	-0.461	-0.461	X
fbem-23491	90	109	-0.409	-0.409	NUM
fbem-23491	90	110	9	9	NUM
fbem-23491	90	111	0.677	0.677	NUM
fbem-23491	90	112	-0.549	-0.549	NUM
fbem-23491	90	113	-1.558	-1.558	PUNCT
fbem-23491	90	114	-0.194	-0.194	NOUN
fbem-23491	90	115	-0.359	-0.359	NOUN
fbem-23491	90	116	-0.333	-0.333	PUNCT
fbem-23491	90	117	-0.041	-0.041	PUNCT
fbem-23491	90	118	-0.552	-0.552	PUNCT
fbem-23491	90	119	-0.422	-0.422	PUNCT
fbem-23491	90	120	10	10	NUM
fbem-23491	90	121	0.677	0.677	NUM
fbem-23491	90	122	-0.549	-0.549	NUM
fbem-23491	90	123	0.483	0.483	NUM
fbem-23491	90	124	-0.194	-0.194	NOUN
fbem-23491	90	125	-0.723	-0.723	PROPN
fbem-23491	90	126	-0.421	-0.421	ADP
fbem-23491	90	127	1.149	1.149	NUM
fbem-23491	90	128	-0.567	-0.567	NUM
fbem-23491	90	129	-0.407	-0.407	X
fbem-23491	90	130	…	…	PUNCT
fbem-23491	90	131	…	…	PUNCT
fbem-23491	90	132	…	…	PUNCT
fbem-23491	90	133	…	…	PUNCT
fbem-23491	90	134	…	…	PUNCT
fbem-23491	90	135	…	…	PUNCT
fbem-23491	90	136	…	…	PUNCT
fbem-23491	90	137	…	…	PUNCT
fbem-23491	90	138	…	…	PUNCT
fbem-23491	90	139	…	…	PUNCT
fbem-23491	90	140	37	37	NUM
fbem-23491	90	141	0.677	0.677	NUM
fbem-23491	90	142	1.77	1.77	NUM
fbem-23491	90	143	0.483	0.483	NUM
fbem-23491	90	144	1.447	1.447	NUM
fbem-23491	90	145	0.442	0.442	NUM
fbem-23491	90	146	0.268	0.268	NUM
fbem-23491	90	147	-0.253	-0.253	PUNCT
fbem-23491	90	148	1.382	1.382	NUM
fbem-23491	90	149	1.851	1.851	NUM
fbem-23491	90	150	38	38	NUM
fbem-23491	90	151	0.677	0.677	NUM
fbem-23491	90	152	-0.549	-0.549	NUM
fbem-23491	90	153	0.483	0.483	NUM
fbem-23491	90	154	1.447	1.447	NUM
fbem-23491	90	155	0.180	0.180	NUM
fbem-23491	90	156	0.094	0.094	NUM
fbem-23491	90	157	0.962	0.962	NUM
fbem-23491	90	158	1.166	1.166	NUM
fbem-23491	90	159	0.799	0.799	NUM
fbem-23491	90	160	39	39	NUM
fbem-23491	90	161	0.677	0.677	NUM
fbem-23491	90	162	-0.549	-0.549	NUM
fbem-23491	90	163	0.483	0.483	NUM
fbem-23491	90	164	1.447	1.447	NUM
fbem-23491	90	165	-0.237	-0.237	SYM
fbem-23491	90	166	-0.112	-0.112	PUNCT
fbem-23491	90	167	0.216	0.216	NUM
fbem-23491	90	168	0.259	0.259	NUM
fbem-23491	90	169	0.539	0.539	NUM
fbem-23491	90	170	3.2	3.2	NUM
fbem-23491	90	171	.	.	PUNCT
fbem-23491	91	1	analysis	analysis	NOUN
fbem-23491	91	2	of	of	ADP
fbem-23491	91	3	experimental	experimental	ADJ
fbem-23491	91	4	results	result	NOUN
fbem-23491	91	5	3.2.1	3.2.1	NUM
fbem-23491	91	6	.	.	PUNCT
fbem-23491	92	1	forecast	forecast	NOUN
fbem-23491	92	2	of	of	ADP
fbem-23491	92	3	earthquake	earthquake	NOUN
fbem-23491	92	4	injuries	injury	NOUN
fbem-23491	92	5	bp	bp	PROPN
fbem-23491	92	6	simulation	simulation	NOUN
fbem-23491	92	7	experiments	experiment	NOUN
fbem-23491	92	8	are	be	AUX
fbem-23491	92	9	carried	carry	VERB
fbem-23491	92	10	out	out	ADP
fbem-23491	92	11	using	use	VERB
fbem-23491	92	12	the	the	DET
fbem-23491	92	13	above	above	ADJ
fbem-23491	92	14	standardized	standardized	ADJ
fbem-23491	92	15	processed	process	VERB
fbem-23491	92	16	data	datum	NOUN
fbem-23491	92	17	,	,	PUNCT
fbem-23491	92	18	the	the	DET
fbem-23491	92	19	dataset	dataset	NOUN
fbem-23491	92	20	contains	contain	VERB
fbem-23491	92	21	39	39	NUM
fbem-23491	92	22	seismic	seismic	ADJ
fbem-23491	92	23	case	case	NOUN
fbem-23491	92	24	samples	sample	NOUN
fbem-23491	92	25	,	,	PUNCT
fbem-23491	92	26	and	and	CCONJ
fbem-23491	92	27	all	all	DET
fbem-23491	92	28	the	the	DET
fbem-23491	92	29	later	later	ADJ
fbem-23491	92	30	simulation	simulation	NOUN
fbem-23491	92	31	experiments	experiment	NOUN
fbem-23491	92	32	use	use	VERB
fbem-23491	92	33	the	the	DET
fbem-23491	92	34	data	datum	NOUN
fbem-23491	92	35	after	after	ADP
fbem-23491	92	36	this	this	DET
fbem-23491	92	37	processing	processing	NOUN
fbem-23491	92	38	.	.	PUNCT
fbem-23491	93	1	firstly	firstly	ADV
fbem-23491	93	2	,	,	PUNCT
fbem-23491	93	3	the	the	DET
fbem-23491	93	4	pearson	pearson	PROPN
fbem-23491	93	5	correlation	correlation	NOUN
fbem-23491	93	6	coefficient	coefficient	NOUN
fbem-23491	93	7	between	between	ADP
fbem-23491	93	8	the	the	DET
fbem-23491	93	9	data	data	NOUN
fbem-23491	93	10	is	be	AUX
fbem-23491	93	11	calculated	calculate	VERB
fbem-23491	93	12	and	and	CCONJ
fbem-23491	93	13	the	the	DET
fbem-23491	93	14	correlation	correlation	NOUN
fbem-23491	93	15	heat	heat	NOUN
fbem-23491	93	16	map	map	NOUN
fbem-23491	93	17	is	be	AUX
fbem-23491	93	18	plotted	plot	VERB
fbem-23491	93	19	as	as	SCONJ
fbem-23491	93	20	shown	show	VERB
fbem-23491	93	21	in	in	ADP
fbem-23491	93	22	figure	figure	NOUN
fbem-23491	93	23	2	2	NUM
fbem-23491	93	24	below	below	ADV
fbem-23491	93	25	.	.	PUNCT
fbem-23491	94	1	figure	figure	NOUN
fbem-23491	94	2	2	2	NUM
fbem-23491	94	3	.	.	PUNCT
fbem-23491	94	4	heat	heat	NOUN
fbem-23491	94	5	map	map	NOUN
fbem-23491	94	6	of	of	ADP
fbem-23491	94	7	pearson	pearson	PROPN
fbem-23491	94	8	's	's	PART
fbem-23491	94	9	correlation	correlation	NOUN
fbem-23491	94	10	coefficient	coefficient	NOUN
fbem-23491	94	11	for	for	ADP
fbem-23491	94	12	the	the	DET
fbem-23491	94	13	bp	bp	PROPN
fbem-23491	94	14	neural	neural	PROPN
fbem-23491	94	15	network	network	PROPN
fbem-23491	94	16	model	model	NOUN
fbem-23491	94	17	parameters	parameter	NOUN
fbem-23491	94	18	are	be	AUX
fbem-23491	94	19	set	set	VERB
fbem-23491	94	20	as	as	SCONJ
fbem-23491	94	21	shown	show	VERB
fbem-23491	94	22	in	in	ADP
fbem-23491	94	23	table	table	NOUN
fbem-23491	94	24	4	4	NUM
fbem-23491	94	25	below	below	ADV
fbem-23491	94	26	.	.	PUNCT
fbem-23491	95	1	191	191	NUM
fbem-23491	95	2	table	table	NOUN
fbem-23491	95	3	4	4	NUM
fbem-23491	95	4	.	.	PUNCT
fbem-23491	95	5	model	model	NOUN
fbem-23491	95	6	parameters	parameter	NOUN
fbem-23491	95	7	trainin	trainin	PROPN
fbem-23491	95	8	g	g	PROPN
fbem-23491	95	9	epochs	epoch	NOUN
fbem-23491	95	10	batc	batc	VERB
fbem-23491	95	11	h	h	PROPN
fbem-23491	95	12	size	size	NOUN
fbem-23491	95	13	lear	lear	NOUN
fbem-23491	95	14	ning	ning	NOUN
fbem-23491	95	15	rate	rate	NOUN
fbem-23491	95	16	number	number	NOUN
fbem-23491	95	17	of	of	ADP
fbem-23491	95	18	neurons	neuron	NOUN
fbem-23491	95	19	hidden	hide	VERB
fbem-23491	95	20	layer	layer	NOUN
fbem-23491	95	21	activation	activation	NOUN
fbem-23491	95	22	function	function	VERB
fbem-23491	95	23	output	output	NOUN
fbem-23491	95	24	layer	layer	NOUN
fbem-23491	95	25	activation	activation	NOUN
fbem-23491	95	26	function	function	VERB
fbem-23491	95	27	500	500	NUM
fbem-23491	95	28	3	3	NUM
fbem-23491	95	29	0.01	0.01	NUM
fbem-23491	95	30	17	17	NUM
fbem-23491	95	31	linear	linear	NOUN
fbem-23491	95	32	sigmoid	sigmoid	NOUN
fbem-23491	95	33	the	the	DET
fbem-23491	95	34	loss	loss	NOUN
fbem-23491	95	35	function	function	NOUN
fbem-23491	95	36	curve	curve	NOUN
fbem-23491	95	37	for	for	ADP
fbem-23491	95	38	the	the	DET
fbem-23491	95	39	output	output	NOUN
fbem-23491	95	40	of	of	ADP
fbem-23491	95	41	the	the	DET
fbem-23491	95	42	algorithm	algorithm	NOUN
fbem-23491	95	43	is	be	AUX
fbem-23491	95	44	shown	show	VERB
fbem-23491	95	45	in	in	ADP
fbem-23491	95	46	figure	figure	NOUN
fbem-23491	95	47	3	3	NUM
fbem-23491	95	48	.	.	PUNCT
fbem-23491	95	49	figure	figure	VERB
fbem-23491	95	50	3	3	NUM
fbem-23491	95	51	.	.	PUNCT
fbem-23491	95	52	graph	graph	NOUN
fbem-23491	95	53	of	of	ADP
fbem-23491	95	54	loss	loss	NOUN
fbem-23491	95	55	function	function	NOUN
fbem-23491	95	56	the	the	DET
fbem-23491	95	57	loss	loss	NOUN
fbem-23491	95	58	function	function	NOUN
fbem-23491	95	59	pictures	picture	NOUN
fbem-23491	95	60	visualize	visualize	VERB
fbem-23491	95	61	the	the	DET
fbem-23491	95	62	change	change	NOUN
fbem-23491	95	63	in	in	ADP
fbem-23491	95	64	loss	loss	NOUN
fbem-23491	95	65	during	during	ADP
fbem-23491	95	66	training	training	NOUN
fbem-23491	95	67	and	and	CCONJ
fbem-23491	95	68	testing	testing	NOUN
fbem-23491	95	69	of	of	ADP
fbem-23491	95	70	the	the	DET
fbem-23491	95	71	two	two	NUM
fbem-23491	95	72	different	different	ADJ
fbem-23491	95	73	models	model	NOUN
fbem-23491	95	74	.	.	PUNCT
fbem-23491	96	1	it	it	PRON
fbem-23491	96	2	can	can	AUX
fbem-23491	96	3	be	be	AUX
fbem-23491	96	4	seen	see	VERB
fbem-23491	96	5	from	from	ADP
fbem-23491	96	6	the	the	DET
fbem-23491	96	7	figure	figure	NOUN
fbem-23491	96	8	that	that	SCONJ
fbem-23491	96	9	with	with	ADP
fbem-23491	96	10	the	the	DET
fbem-23491	96	11	increase	increase	NOUN
fbem-23491	96	12	of	of	ADP
fbem-23491	96	13	training	training	NOUN
fbem-23491	96	14	rounds	round	NOUN
fbem-23491	96	15	,	,	PUNCT
fbem-23491	96	16	the	the	DET
fbem-23491	96	17	loss	loss	NOUN
fbem-23491	96	18	of	of	ADP
fbem-23491	96	19	both	both	CCONJ
fbem-23491	96	20	the	the	DET
fbem-23491	96	21	training	training	NOUN
fbem-23491	96	22	and	and	CCONJ
fbem-23491	96	23	testing	testing	NOUN
fbem-23491	96	24	sets	set	NOUN
fbem-23491	96	25	is	be	AUX
fbem-23491	96	26	gradually	gradually	ADV
fbem-23491	96	27	decreasing	decrease	VERB
fbem-23491	96	28	,	,	PUNCT
fbem-23491	96	29	which	which	PRON
fbem-23491	96	30	indicates	indicate	VERB
fbem-23491	96	31	that	that	SCONJ
fbem-23491	96	32	the	the	DET
fbem-23491	96	33	model	model	NOUN
fbem-23491	96	34	is	be	AUX
fbem-23491	96	35	gradually	gradually	ADV
fbem-23491	96	36	learning	learn	VERB
fbem-23491	96	37	and	and	CCONJ
fbem-23491	96	38	optimizing	optimize	VERB
fbem-23491	96	39	its	its	PRON
fbem-23491	96	40	performance	performance	NOUN
fbem-23491	96	41	.	.	PUNCT
fbem-23491	97	1	the	the	DET
fbem-23491	97	2	metrics	metric	NOUN
fbem-23491	97	3	of	of	ADP
fbem-23491	97	4	this	this	DET
fbem-23491	97	5	prediction	prediction	NOUN
fbem-23491	97	6	model	model	NOUN
fbem-23491	97	7	are	be	AUX
fbem-23491	97	8	shown	show	VERB
fbem-23491	97	9	in	in	ADP
fbem-23491	97	10	the	the	DET
fbem-23491	97	11	table	table	NOUN
fbem-23491	97	12	below	below	ADV
fbem-23491	97	13	.	.	PUNCT
fbem-23491	98	1	table	table	NOUN
fbem-23491	98	2	5	5	NUM
fbem-23491	98	3	.	.	PUNCT
fbem-23491	98	4	performance	performance	NOUN
fbem-23491	98	5	evaluation	evaluation	NOUN
fbem-23491	98	6	indicators	indicator	NOUN
fbem-23491	98	7	evaluation	evaluation	NOUN
fbem-23491	98	8	metrics	metric	NOUN
fbem-23491	98	9	experimental	experimental	ADJ
fbem-23491	98	10	values	value	NOUN
fbem-23491	98	11	mse	mse	PROPN
fbem-23491	98	12	1.56954	1.56954	NUM
fbem-23491	98	13	mae	mae	PROPN
fbem-23491	98	14	0.00404	0.00404	NUM
fbem-23491	98	15	r2	r2	NOUN
fbem-23491	98	16	0.93337	0.93337	NUM
fbem-23491	98	17	the	the	DET
fbem-23491	98	18	output	output	NOUN
fbem-23491	98	19	values	value	NOUN
fbem-23491	98	20	predicted	predict	VERB
fbem-23491	98	21	by	by	ADP
fbem-23491	98	22	the	the	DET
fbem-23491	98	23	model	model	NOUN
fbem-23491	98	24	and	and	CCONJ
fbem-23491	98	25	the	the	DET
fbem-23491	98	26	real	real	ADJ
fbem-23491	98	27	test	test	NOUN
fbem-23491	98	28	set	set	VERB
fbem-23491	98	29	target	target	NOUN
fbem-23491	98	30	values	value	NOUN
fbem-23491	98	31	are	be	AUX
fbem-23491	98	32	reduced	reduce	VERB
fbem-23491	98	33	to	to	ADP
fbem-23491	98	34	the	the	DET
fbem-23491	98	35	original	original	ADJ
fbem-23491	98	36	scale	scale	NOUN
fbem-23491	98	37	by	by	ADP
fbem-23491	98	38	a	a	DET
fbem-23491	98	39	specific	specific	ADJ
fbem-23491	98	40	scaling	scaling	NOUN
fbem-23491	98	41	transformation	transformation	NOUN
fbem-23491	98	42	for	for	ADP
fbem-23491	98	43	more	more	ADV
fbem-23491	98	44	intuitive	intuitive	ADJ
fbem-23491	98	45	comparison	comparison	NOUN
fbem-23491	98	46	and	and	CCONJ
fbem-23491	98	47	analysis	analysis	NOUN
fbem-23491	98	48	.	.	PUNCT
fbem-23491	99	1	figure	figure	NOUN
fbem-23491	99	2	4	4	NUM
fbem-23491	99	3	shows	show	VERB
fbem-23491	99	4	the	the	DET
fbem-23491	99	5	predicted	predict	VERB
fbem-23491	99	6	and	and	CCONJ
fbem-23491	99	7	actual	actual	ADJ
fbem-23491	99	8	graphs	graph	NOUN
fbem-23491	99	9	after	after	ADP
fbem-23491	99	10	reduction	reduction	NOUN
fbem-23491	99	11	to	to	ADP
fbem-23491	99	12	the	the	DET
fbem-23491	99	13	original	original	ADJ
fbem-23491	99	14	scale	scale	NOUN
fbem-23491	99	15	.	.	PUNCT
fbem-23491	100	1	figure	figure	NOUN
fbem-23491	100	2	4	4	NUM
fbem-23491	100	3	.	.	PUNCT
fbem-23491	100	4	comparison	comparison	NOUN
fbem-23491	100	5	of	of	ADP
fbem-23491	100	6	predicted	predict	VERB
fbem-23491	100	7	and	and	CCONJ
fbem-23491	100	8	actual	actual	ADJ
fbem-23491	100	9	values	value	NOUN
fbem-23491	100	10	in	in	ADP
fbem-23491	100	11	order	order	NOUN
fbem-23491	100	12	to	to	PART
fbem-23491	100	13	visualize	visualize	VERB
fbem-23491	100	14	the	the	DET
fbem-23491	100	15	comparison	comparison	NOUN
fbem-23491	100	16	between	between	ADP
fbem-23491	100	17	the	the	DET
fbem-23491	100	18	model	model	NOUN
fbem-23491	100	19	data	datum	NOUN
fbem-23491	100	20	and	and	CCONJ
fbem-23491	100	21	the	the	DET
fbem-23491	100	22	real	real	ADJ
fbem-23491	100	23	values	value	NOUN
fbem-23491	100	24	,	,	PUNCT
fbem-23491	100	25	the	the	DET
fbem-23491	100	26	specific	specific	ADJ
fbem-23491	100	27	data	datum	NOUN
fbem-23491	100	28	are	be	AUX
fbem-23491	100	29	organized	organize	VERB
fbem-23491	100	30	into	into	ADP
fbem-23491	100	31	the	the	DET
fbem-23491	100	32	following	follow	VERB
fbem-23491	100	33	table	table	NOUN
fbem-23491	100	34	.	.	PUNCT
fbem-23491	101	1	table	table	NOUN
fbem-23491	101	2	6	6	NUM
fbem-23491	101	3	.	.	PUNCT
fbem-23491	102	1	statistics	statistic	NOUN
fbem-23491	102	2	of	of	ADP
fbem-23491	102	3	predicted	predict	VERB
fbem-23491	102	4	and	and	CCONJ
fbem-23491	102	5	real	real	ADJ
fbem-23491	102	6	values	value	NOUN
fbem-23491	102	7	region	region	NOUN
fbem-23491	102	8	actual	actual	ADJ
fbem-23491	102	9	value	value	NOUN
fbem-23491	102	10	predicted	predict	VERB
fbem-23491	102	11	value	value	NOUN
fbem-23491	102	12	yucheng	yucheng	NOUN
fbem-23491	102	13	1109	1109	NUM
fbem-23491	102	14	1098	1098	NUM
fbem-23491	102	15	lushan	lushan	NOUN
fbem-23491	102	16	5537	5537	NUM
fbem-23491	102	17	5780	5780	NUM
fbem-23491	102	18	baoxing	baoxe	VERB
fbem-23491	102	19	2503	2503	NUM
fbem-23491	102	20	2110	2110	NUM
fbem-23491	102	21	tianquan	tianquan	PROPN
fbem-23491	102	22	811	811	NUM
fbem-23491	102	23	699	699	NUM
fbem-23491	102	24	mingshan	mingshan	ADV
fbem-23491	102	25	607	607	NUM
fbem-23491	102	26	560	560	NUM
fbem-23491	102	27	yingjing	yingje	VERB
fbem-23491	102	28	341	341	NUM
fbem-23491	102	29	495	495	NUM
fbem-23491	102	30	shimian	shimian	NOUN
fbem-23491	102	31	39	39	NUM
fbem-23491	102	32	52	52	NUM
fbem-23491	102	33	hanyuan	hanyuan	NOUN
fbem-23491	102	34	35	35	NUM
fbem-23491	102	35	45	45	NUM
fbem-23491	102	36	total	total	ADJ
fbem-23491	102	37	10982	10982	NUM
fbem-23491	102	38	10839	10839	NUM
fbem-23491	102	39	3.2.2	3.2.2	NUM
fbem-23491	102	40	.	.	PUNCT
fbem-23491	103	1	forecasting	forecasting	NOUN
fbem-23491	103	2	of	of	ADP
fbem-23491	103	3	requirements	requirement	NOUN
fbem-23491	103	4	for	for	ADP
fbem-23491	103	5	emergency	emergency	NOUN
fbem-23491	103	6	supplies	supply	NOUN
fbem-23491	103	7	based	base	VERB
fbem-23491	103	8	on	on	ADP
fbem-23491	103	9	the	the	DET
fbem-23491	103	10	data	datum	NOUN
fbem-23491	103	11	projected	project	VERB
fbem-23491	103	12	in	in	ADP
fbem-23491	103	13	section	section	NOUN
fbem-23491	103	14	3.2.1	3.2.1	NUM
fbem-23491	103	15	,	,	PUNCT
fbem-23491	103	16	the	the	DET
fbem-23491	103	17	demand	demand	NOUN
fbem-23491	103	18	for	for	ADP
fbem-23491	103	19	emergency	emergency	NOUN
fbem-23491	103	20	supplies	supply	NOUN
fbem-23491	103	21	is	be	AUX
fbem-23491	103	22	calculated	calculate	VERB
fbem-23491	103	23	,	,	PUNCT
fbem-23491	103	24	and	and	CCONJ
fbem-23491	103	25	the	the	DET
fbem-23491	103	26	demand	demand	NOUN
fbem-23491	103	27	for	for	ADP
fbem-23491	103	28	daily	daily	ADJ
fbem-23491	103	29	consumables	consumable	NOUN
fbem-23491	103	30	as	as	ADV
fbem-23491	103	31	well	well	ADV
fbem-23491	103	32	as	as	ADP
fbem-23491	103	33	general	general	ADJ
fbem-23491	103	34	pharmaceuticals	pharmaceutical	NOUN
fbem-23491	103	35	in	in	ADP
fbem-23491	103	36	each	each	DET
fbem-23491	103	37	region	region	NOUN
fbem-23491	103	38	is	be	AUX
fbem-23491	103	39	shown	show	VERB
fbem-23491	103	40	in	in	ADP
fbem-23491	103	41	the	the	DET
fbem-23491	103	42	following	follow	VERB
fbem-23491	103	43	statistical	statistical	ADJ
fbem-23491	103	44	table	table	NOUN
fbem-23491	103	45	:	:	PUNCT
fbem-23491	103	46	table	table	NOUN
fbem-23491	103	47	7	7	NUM
fbem-23491	103	48	.	.	PUNCT
fbem-23491	103	49	forecast	forecast	NOUN
fbem-23491	103	50	of	of	ADP
fbem-23491	103	51	emergency	emergency	NOUN
fbem-23491	103	52	supplies	supply	NOUN
fbem-23491	103	53	region	region	NOUN
fbem-23491	103	54	daily	daily	ADJ
fbem-23491	103	55	consumables	consumable	NOUN
fbem-23491	103	56	(	(	PUNCT
fbem-23491	103	57	t	t	NOUN
fbem-23491	103	58	)	)	PUNCT
fbem-23491	103	59	general	general	ADJ
fbem-23491	103	60	pharmaceuticals	pharmaceutical	NOUN
fbem-23491	103	61	(	(	PUNCT
fbem-23491	103	62	kg	kg	NOUN
fbem-23491	103	63	)	)	PUNCT
fbem-23491	103	64	yucheng	yucheng	NOUN
fbem-23491	104	1	535.2	535.2	NUM
fbem-23491	104	2	131.7	131.7	NUM
fbem-23491	104	3	lushan	lushan	NOUN
fbem-23491	104	4	168	168	NUM
fbem-23491	104	5	693.6	693.6	NUM
fbem-23491	104	6	baoxing	baoxe	VERB
fbem-23491	104	7	88.4	88.4	NUM
fbem-23491	104	8	253.2	253.2	NUM
fbem-23491	104	9	tianquan	tianquan	PROPN
fbem-23491	104	10	232.8	232.8	NUM
fbem-23491	104	11	83.8	83.8	NUM
fbem-23491	104	12	mingshan	mingshan	ADV
fbem-23491	104	13	419.8	419.8	NUM
fbem-23491	104	14	67.2	67.2	NUM
fbem-23491	104	15	yingjing	yingje	VERB
fbem-23491	104	16	223.5	223.5	NUM
fbem-23491	104	17	59.4	59.4	NUM
fbem-23491	104	18	shimian	shimian	NOUN
fbem-23491	104	19	186.6	186.6	NUM
fbem-23491	104	20	6.2	6.2	NUM
fbem-23491	104	21	hanyuan	hanyuan	NOUN
fbem-23491	104	22	186.6	186.6	NUM
fbem-23491	104	23	5.4	5.4	NUM
fbem-23491	104	24	total	total	NOUN
fbem-23491	104	25	2040.9	2040.9	NUM
fbem-23491	104	26	1300.7	1300.7	NUM
fbem-23491	104	27	4	4	NUM
fbem-23491	104	28	.	.	PUNCT
fbem-23491	105	1	summary	summary	NOUN
fbem-23491	105	2	and	and	CCONJ
fbem-23491	105	3	outlook	outlook	NOUN
fbem-23491	105	4	china	china	PROPN
fbem-23491	105	5	is	be	AUX
fbem-23491	105	6	in	in	ADP
fbem-23491	105	7	an	an	DET
fbem-23491	105	8	earthquake	earthquake	NOUN
fbem-23491	105	9	-	-	PUNCT
fbem-23491	105	10	prone	prone	ADJ
fbem-23491	105	11	area	area	NOUN
fbem-23491	105	12	,	,	PUNCT
fbem-23491	105	13	and	and	CCONJ
fbem-23491	105	14	earthquake	earthquake	NOUN
fbem-23491	105	15	disaster	disaster	NOUN
fbem-23491	105	16	,	,	PUNCT
fbem-23491	105	17	as	as	ADP
fbem-23491	105	18	a	a	DET
fbem-23491	105	19	serious	serious	ADJ
fbem-23491	105	20	natural	natural	ADJ
fbem-23491	105	21	disaster	disaster	NOUN
fbem-23491	105	22	,	,	PUNCT
fbem-23491	105	23	has	have	AUX
fbem-23491	105	24	caused	cause	VERB
fbem-23491	105	25	serious	serious	ADJ
fbem-23491	105	26	economic	economic	ADJ
fbem-23491	105	27	losses	loss	NOUN
fbem-23491	105	28	and	and	CCONJ
fbem-23491	105	29	also	also	ADV
fbem-23491	105	30	seriously	seriously	ADV
fbem-23491	105	31	jeopardized	jeopardize	VERB
fbem-23491	105	32	people	people	NOUN
fbem-23491	105	33	's	's	PART
fbem-23491	105	34	lives	life	NOUN
fbem-23491	105	35	.	.	PUNCT
fbem-23491	106	1	it	it	PRON
fbem-23491	106	2	is	be	AUX
fbem-23491	106	3	of	of	ADP
fbem-23491	106	4	great	great	ADJ
fbem-23491	106	5	significance	significance	NOUN
fbem-23491	106	6	to	to	PART
fbem-23491	106	7	predict	predict	VERB
fbem-23491	106	8	the	the	DET
fbem-23491	106	9	number	number	NOUN
fbem-23491	106	10	of	of	ADP
fbem-23491	106	11	injuries	injury	NOUN
fbem-23491	106	12	for	for	ADP
fbem-23491	106	13	the	the	DET
fbem-23491	106	14	first	first	ADJ
fbem-23491	106	15	time	time	NOUN
fbem-23491	106	16	after	after	ADP
fbem-23491	106	17	the	the	DET
fbem-23491	106	18	earthquake	earthquake	NOUN
fbem-23491	106	19	and	and	CCONJ
fbem-23491	106	20	reasonably	reasonably	ADV
fbem-23491	106	21	to	to	PART
fbem-23491	106	22	provide	provide	VERB
fbem-23491	106	23	data	datum	NOUN
fbem-23491	106	24	reference	reference	NOUN
fbem-23491	106	25	to	to	ADP
fbem-23491	106	26	the	the	DET
fbem-23491	106	27	related	relate	VERB
fbem-23491	106	28	organizations	organization	NOUN
fbem-23491	106	29	of	of	ADP
fbem-23491	106	30	emergency	emergency	NOUN
fbem-23491	106	31	rescue	rescue	NOUN
fbem-23491	106	32	.	.	PUNCT
fbem-23491	107	1	in	in	ADP
fbem-23491	107	2	this	this	DET
fbem-23491	107	3	paper	paper	NOUN
fbem-23491	107	4	,	,	PUNCT
fbem-23491	107	5	after	after	ADP
fbem-23491	107	6	analyzing	analyze	VERB
fbem-23491	107	7	many	many	ADJ
fbem-23491	107	8	factors	factor	NOUN
fbem-23491	107	9	affecting	affect	VERB
fbem-23491	107	10	earthquake	earthquake	NOUN
fbem-23491	107	11	casualties	casualty	NOUN
fbem-23491	107	12	,	,	PUNCT
fbem-23491	107	13	according	accord	VERB
fbem-23491	107	14	to	to	ADP
fbem-23491	107	15	the	the	DET
fbem-23491	107	16	principle	principle	NOUN
fbem-23491	107	17	of	of	ADP
fbem-23491	107	18	being	be	AUX
fbem-23491	107	19	able	able	ADJ
fbem-23491	107	20	to	to	PART
fbem-23491	107	21	obtain	obtain	VERB
fbem-23491	107	22	direct	direct	ADJ
fbem-23491	107	23	or	or	CCONJ
fbem-23491	107	24	using	use	VERB
fbem-23491	107	25	rapid	rapid	ADJ
fbem-23491	107	26	assessment	assessment	NOUN
fbem-23491	107	27	methods	method	NOUN
fbem-23491	107	28	for	for	ADP
fbem-23491	107	29	the	the	DET
fbem-23491	107	30	first	first	ADJ
fbem-23491	107	31	time	time	NOUN
fbem-23491	107	32	after	after	ADP
fbem-23491	107	33	the	the	DET
fbem-23491	107	34	earthquake	earthquake	NOUN
fbem-23491	107	35	,	,	PUNCT
fbem-23491	107	36	seven	seven	NUM
fbem-23491	107	37	parameters	parameter	NOUN
fbem-23491	107	38	such	such	ADJ
fbem-23491	107	39	as	as	ADP
fbem-23491	107	40	the	the	DET
fbem-23491	107	41	magnitude	magnitude	NOUN
fbem-23491	107	42	,	,	PUNCT
fbem-23491	107	43	the	the	DET
fbem-23491	107	44	time	time	NOUN
fbem-23491	107	45	of	of	ADP
fbem-23491	107	46	the	the	DET
fbem-23491	107	47	earthquake	earthquake	NOUN
fbem-23491	107	48	,	,	PUNCT
fbem-23491	107	49	the	the	DET
fbem-23491	107	50	seismic	seismic	ADJ
fbem-23491	107	51	intensity	intensity	NOUN
fbem-23491	107	52	,	,	PUNCT
fbem-23491	107	53	the	the	DET
fbem-23491	107	54	intensity	intensity	NOUN
fbem-23491	107	55	of	of	ADP
fbem-23491	107	56	earthquake	earthquake	NOUN
fbem-23491	107	57	damage	damage	NOUN
fbem-23491	107	58	,	,	PUNCT
fbem-23491	107	59	the	the	DET
fbem-23491	107	60	affected	affected	ADJ
fbem-23491	107	61	population	population	NOUN
fbem-23491	107	62	,	,	PUNCT
fbem-23491	107	63	the	the	DET
fbem-23491	107	64	collapse	collapse	NOUN
fbem-23491	107	65	of	of	ADP
fbem-23491	107	66	buildings	building	NOUN
fbem-23491	107	67	,	,	PUNCT
fbem-23491	107	68	and	and	CCONJ
fbem-23491	107	69	the	the	DET
fbem-23491	107	70	level	level	NOUN
fbem-23491	107	71	of	of	ADP
fbem-23491	107	72	economic	economic	ADJ
fbem-23491	107	73	development	development	NOUN
fbem-23491	107	74	are	be	AUX
fbem-23491	107	75	selected	select	VERB
fbem-23491	107	76	as	as	ADP
fbem-23491	107	77	the	the	DET
fbem-23491	107	78	indicators	indicator	NOUN
fbem-23491	107	79	for	for	ADP
fbem-23491	107	80	predicting	predict	VERB
fbem-23491	107	81	the	the	DET
fbem-23491	107	82	number	number	NOUN
fbem-23491	107	83	of	of	ADP
fbem-23491	107	84	people	people	NOUN
fbem-23491	107	85	injured	injure	VERB
fbem-23491	107	86	in	in	ADP
fbem-23491	107	87	each	each	DET
fbem-23491	107	88	affected	affect	VERB
fbem-23491	107	89	point	point	NOUN
fbem-23491	107	90	of	of	ADP
fbem-23491	107	91	the	the	DET
fbem-23491	107	92	earthquake	earthquake	NOUN
fbem-23491	107	93	.	.	PUNCT
fbem-23491	108	1	in	in	ADP
fbem-23491	108	2	addition	addition	NOUN
fbem-23491	108	3	,	,	PUNCT
fbem-23491	108	4	the	the	DET
fbem-23491	108	5	article	article	NOUN
fbem-23491	108	6	constructs	construct	VERB
fbem-23491	108	7	a	a	DET
fbem-23491	108	8	three	three	NUM
fbem-23491	108	9	-	-	PUNCT
fbem-23491	108	10	layer	layer	NOUN
fbem-23491	108	11	bp	bp	PROPN
fbem-23491	108	12	neural	neural	ADJ
fbem-23491	108	13	network	network	NOUN
fbem-23491	108	14	model	model	NOUN
fbem-23491	108	15	and	and	CCONJ
fbem-23491	108	16	divides	divide	VERB
fbem-23491	108	17	the	the	DET
fbem-23491	108	18	collected	collect	VERB
fbem-23491	108	19	samples	sample	NOUN
fbem-23491	108	20	into	into	ADP
fbem-23491	108	21	training	training	NOUN
fbem-23491	108	22	sample	sample	NOUN
fbem-23491	108	23	sets	set	NOUN
fbem-23491	108	24	and	and	CCONJ
fbem-23491	108	25	test	test	NOUN
fbem-23491	108	26	sample	sample	NOUN
fbem-23491	108	27	sets	set	NOUN
fbem-23491	108	28	.	.	PUNCT
fbem-23491	109	1	by	by	ADP
fbem-23491	109	2	continuously	continuously	ADV
fbem-23491	109	3	training	train	VERB
fbem-23491	109	4	and	and	CCONJ
fbem-23491	109	5	testing	test	VERB
fbem-23491	109	6	the	the	DET
fbem-23491	109	7	samples	sample	NOUN
fbem-23491	109	8	,	,	PUNCT
fbem-23491	109	9	it	it	PRON
fbem-23491	109	10	proves	prove	VERB
fbem-23491	109	11	that	that	SCONJ
fbem-23491	109	12	the	the	DET
fbem-23491	109	13	network	network	NOUN
fbem-23491	109	14	meets	meet	VERB
fbem-23491	109	15	the	the	DET
fbem-23491	109	16	error	error	NOUN
fbem-23491	109	17	requirements	requirement	NOUN
fbem-23491	109	18	and	and	CCONJ
fbem-23491	109	19	verifies	verifie	NOUN
fbem-23491	109	20	the	the	DET
fbem-23491	109	21	reasonableness	reasonableness	NOUN
fbem-23491	109	22	of	of	ADP
fbem-23491	109	23	the	the	DET
fbem-23491	109	24	constructed	construct	VERB
fbem-23491	109	25	model	model	NOUN
fbem-23491	109	26	.	.	PUNCT
fbem-23491	110	1	the	the	DET
fbem-23491	110	2	experimental	experimental	ADJ
fbem-23491	110	3	results	result	NOUN
fbem-23491	110	4	of	of	ADP
fbem-23491	110	5	the	the	DET
fbem-23491	110	6	model	model	NOUN
fbem-23491	110	7	show	show	VERB
fbem-23491	110	8	that	that	SCONJ
fbem-23491	110	9	the	the	DET
fbem-23491	110	10	coefficient	coefficient	NOUN
fbem-23491	110	11	of	of	ADP
fbem-23491	110	12	determination	determination	NOUN
fbem-23491	110	13	𝑅^2	𝑅^2	NOUN
fbem-23491	110	14	reaches	reach	VERB
fbem-23491	110	15	0.93337	0.93337	NUM
fbem-23491	110	16	,	,	PUNCT
fbem-23491	110	17	proving	prove	VERB
fbem-23491	110	18	that	that	SCONJ
fbem-23491	110	19	the	the	DET
fbem-23491	110	20	neural	neural	ADJ
fbem-23491	110	21	network	network	NOUN
fbem-23491	110	22	model	model	NOUN
fbem-23491	110	23	has	have	VERB
fbem-23491	110	24	high	high	ADJ
fbem-23491	110	25	accuracy	accuracy	NOUN
fbem-23491	110	26	in	in	ADP
fbem-23491	110	27	predicting	predict	VERB
fbem-23491	110	28	the	the	DET
fbem-23491	110	29	target	target	NOUN
fbem-23491	110	30	variable	variable	NOUN
fbem-23491	110	31	.	.	PUNCT
fbem-23491	111	1	although	although	SCONJ
fbem-23491	111	2	the	the	DET
fbem-23491	111	3	bp	bp	PROPN
fbem-23491	111	4	neural	neural	PROPN
fbem-23491	111	5	network	network	NOUN
fbem-23491	111	6	model	model	NOUN
fbem-23491	111	7	constructed	construct	VERB
fbem-23491	111	8	in	in	ADP
fbem-23491	111	9	this	this	DET
fbem-23491	111	10	paper	paper	NOUN
fbem-23491	111	11	achieved	achieve	VERB
fbem-23491	111	12	high	high	ADJ
fbem-23491	111	13	accuracy	accuracy	NOUN
fbem-23491	111	14	in	in	ADP
fbem-23491	111	15	predicting	predict	VERB
fbem-23491	111	16	the	the	DET
fbem-23491	111	17	number	number	NOUN
fbem-23491	111	18	of	of	ADP
fbem-23491	111	19	injuries	injury	NOUN
fbem-23491	111	20	of	of	ADP
fbem-23491	111	21	people	people	NOUN
fbem-23491	111	22	at	at	ADP
fbem-23491	111	23	earthquake	earthquake	NOUN
fbem-23491	111	24	-	-	PUNCT
fbem-23491	111	25	affected	affect	VERB
fbem-23491	111	26	sites	site	NOUN
fbem-23491	111	27	,	,	PUNCT
fbem-23491	111	28	the	the	DET
fbem-23491	111	29	data	datum	NOUN
fbem-23491	111	30	used	use	VERB
fbem-23491	111	31	in	in	ADP
fbem-23491	111	32	this	this	DET
fbem-23491	111	33	paper	paper	NOUN
fbem-23491	111	34	may	may	AUX
fbem-23491	111	35	be	be	AUX
fbem-23491	111	36	limited	limit	VERB
fbem-23491	111	37	by	by	ADP
fbem-23491	111	38	factors	factor	NOUN
fbem-23491	111	39	such	such	ADJ
fbem-23491	111	40	as	as	ADP
fbem-23491	111	41	sample	sample	NOUN
fbem-23491	111	42	size	size	NOUN
fbem-23491	111	43	,	,	PUNCT
fbem-23491	111	44	data	datum	NOUN
fbem-23491	111	45	quality	quality	NOUN
fbem-23491	111	46	and	and	CCONJ
fbem-23491	111	47	coverage	coverage	NOUN
fbem-23491	111	48	.	.	PUNCT
fbem-23491	112	1	the	the	DET
fbem-23491	112	2	complexity	complexity	NOUN
fbem-23491	112	3	and	and	CCONJ
fbem-23491	112	4	diversity	diversity	NOUN
fbem-23491	112	5	of	of	ADP
fbem-23491	112	6	192	192	NUM
fbem-23491	112	7	earthquake	earthquake	NOUN
fbem-23491	112	8	hazards	hazard	NOUN
fbem-23491	112	9	may	may	AUX
fbem-23491	112	10	result	result	VERB
fbem-23491	112	11	in	in	ADP
fbem-23491	112	12	some	some	DET
fbem-23491	112	13	important	important	ADJ
fbem-23491	112	14	influencing	influence	VERB
fbem-23491	112	15	factors	factor	NOUN
fbem-23491	112	16	not	not	PART
fbem-23491	112	17	being	be	AUX
fbem-23491	112	18	included	include	VERB
fbem-23491	112	19	in	in	ADP
fbem-23491	112	20	the	the	DET
fbem-23491	112	21	model	model	NOUN
fbem-23491	112	22	,	,	PUNCT
fbem-23491	112	23	thus	thus	ADV
fbem-23491	112	24	affecting	affect	VERB
fbem-23491	112	25	the	the	DET
fbem-23491	112	26	predictive	predictive	ADJ
fbem-23491	112	27	ability	ability	NOUN
fbem-23491	112	28	of	of	ADP
fbem-23491	112	29	the	the	DET
fbem-23491	112	30	model	model	NOUN
fbem-23491	112	31	.	.	PUNCT
fbem-23491	113	1	in	in	ADP
fbem-23491	113	2	addition	addition	NOUN
fbem-23491	113	3	,	,	PUNCT
fbem-23491	113	4	although	although	SCONJ
fbem-23491	113	5	the	the	DET
fbem-23491	113	6	model	model	NOUN
fbem-23491	113	7	achieved	achieve	VERB
fbem-23491	113	8	high	high	ADJ
fbem-23491	113	9	accuracy	accuracy	NOUN
fbem-23491	113	10	on	on	ADP
fbem-23491	113	11	the	the	DET
fbem-23491	113	12	training	training	NOUN
fbem-23491	113	13	set	set	NOUN
fbem-23491	113	14	,	,	PUNCT
fbem-23491	113	15	its	its	PRON
fbem-23491	113	16	generalization	generalization	NOUN
fbem-23491	113	17	ability	ability	NOUN
fbem-23491	113	18	on	on	ADP
fbem-23491	113	19	unknown	unknown	ADJ
fbem-23491	113	20	data	datum	NOUN
fbem-23491	113	21	or	or	CCONJ
fbem-23491	113	22	newly	newly	ADV
fbem-23491	113	23	occurring	occur	VERB
fbem-23491	113	24	seismic	seismic	ADJ
fbem-23491	113	25	events	event	NOUN
fbem-23491	113	26	has	have	AUX
fbem-23491	113	27	not	not	PART
fbem-23491	113	28	been	be	AUX
fbem-23491	113	29	fully	fully	ADV
fbem-23491	113	30	validated	validate	VERB
fbem-23491	113	31	.	.	PUNCT
fbem-23491	114	1	therefore	therefore	ADV
fbem-23491	114	2	,	,	PUNCT
fbem-23491	114	3	in	in	ADP
fbem-23491	114	4	future	future	ADJ
fbem-23491	114	5	research	research	NOUN
fbem-23491	114	6	,	,	PUNCT
fbem-23491	114	7	it	it	PRON
fbem-23491	114	8	is	be	AUX
fbem-23491	114	9	necessary	necessary	ADJ
fbem-23491	114	10	to	to	PART
fbem-23491	114	11	improve	improve	VERB
fbem-23491	114	12	the	the	DET
fbem-23491	114	13	predictive	predictive	ADJ
fbem-23491	114	14	ability	ability	NOUN
fbem-23491	114	15	and	and	CCONJ
fbem-23491	114	16	generalization	generalization	NOUN
fbem-23491	114	17	performance	performance	NOUN
fbem-23491	114	18	of	of	ADP
fbem-23491	114	19	the	the	DET
fbem-23491	114	20	model	model	NOUN
fbem-23491	114	21	by	by	ADP
fbem-23491	114	22	collecting	collect	VERB
fbem-23491	114	23	more	more	ADJ
fbem-23491	114	24	and	and	CCONJ
fbem-23491	114	25	more	more	ADV
fbem-23491	114	26	comprehensive	comprehensive	ADJ
fbem-23491	114	27	seismic	seismic	ADJ
fbem-23491	114	28	hazard	hazard	NOUN
fbem-23491	114	29	data	datum	NOUN
fbem-23491	114	30	,	,	PUNCT
fbem-23491	114	31	including	include	VERB
fbem-23491	114	32	real	real	ADJ
fbem-23491	114	33	-	-	PUNCT
fbem-23491	114	34	time	time	NOUN
fbem-23491	114	35	and	and	CCONJ
fbem-23491	114	36	historical	historical	ADJ
fbem-23491	114	37	data	datum	NOUN
fbem-23491	114	38	,	,	PUNCT
fbem-23491	114	39	as	as	ADV
fbem-23491	114	40	well	well	ADV
fbem-23491	114	41	as	as	ADP
fbem-23491	114	42	integrating	integrate	VERB
fbem-23491	114	43	data	datum	NOUN
fbem-23491	114	44	from	from	ADP
fbem-23491	114	45	different	different	ADJ
fbem-23491	114	46	sources	source	NOUN
fbem-23491	114	47	.	.	PUNCT
fbem-23491	115	1	references	reference	NOUN
fbem-23491	115	2	[	[	X
fbem-23491	115	3	1	1	NUM
fbem-23491	115	4	]	]	X
fbem-23491	115	5	guo	guo	PROPN
fbem-23491	115	6	jinfen	jinfen	PROPN
fbem-23491	115	7	.	.	PUNCT
fbem-23491	116	1	research	research	NOUN
fbem-23491	116	2	on	on	ADP
fbem-23491	116	3	emergency	emergency	NOUN
fbem-23491	116	4	material	material	NOUN
fbem-23491	116	5	demand	demand	NOUN
fbem-23491	116	6	forecasting	forecasting	NOUN
fbem-23491	116	7	methods	method	NOUN
fbem-23491	116	8	for	for	ADP
fbem-23491	116	9	large	large	ADJ
fbem-23491	116	10	-	-	PUNCT
fbem-23491	116	11	scale	scale	NOUN
fbem-23491	116	12	earthquakes	earthquake	NOUN
fbem-23491	117	1	[	[	X
fbem-23491	117	2	d	d	X
fbem-23491	117	3	]	]	X
fbem-23491	117	4	.	.	PUNCT
fbem-23491	118	1	tianjin	tianjin	PROPN
fbem-23491	118	2	university	university	PROPN
fbem-23491	118	3	,	,	PUNCT
fbem-23491	118	4	2012	2012	NUM
fbem-23491	118	5	.	.	PUNCT
fbem-23491	119	1	[	[	X
fbem-23491	119	2	2	2	NUM
fbem-23491	119	3	]	]	PUNCT
fbem-23491	119	4	fan	fan	PROPN
fbem-23491	119	5	rui	rui	PROPN
fbem-23491	119	6	.	.	PUNCT
fbem-23491	119	7	research	research	NOUN
fbem-23491	119	8	on	on	ADP
fbem-23491	119	9	large	large	ADJ
fbem-23491	119	10	-	-	PUNCT
fbem-23491	119	11	scale	scale	NOUN
fbem-23491	119	12	earthquake	earthquake	NOUN
fbem-23491	119	13	emergency	emergency	NOUN
fbem-23491	119	14	material	material	NOUN
fbem-23491	119	15	demand	demand	NOUN
fbem-23491	119	16	forecasting	forecasting	NOUN
fbem-23491	119	17	based	base	VERB
fbem-23491	119	18	on	on	ADP
fbem-23491	119	19	pso	pso	NOUN
fbem-23491	119	20	-	-	PUNCT
fbem-23491	119	21	bp	bp	PROPN
fbem-23491	119	22	neural	neural	ADJ
fbem-23491	119	23	network	network	NOUN
fbem-23491	120	1	[	[	X
fbem-23491	120	2	d	d	X
fbem-23491	120	3	]	]	X
fbem-23491	120	4	.	.	PUNCT
fbem-23491	121	1	beijing	beijing	PROPN
fbem-23491	121	2	jiaotong	jiaotong	PROPN
fbem-23491	121	3	university	university	PROPN
fbem-23491	121	4	,	,	PUNCT
fbem-23491	121	5	2020	2020	NUM
fbem-23491	121	6	.	.	PUNCT
fbem-23491	122	1	doi	doi	NOUN
fbem-23491	122	2	:	:	PUNCT
fbem-23491	122	3	10.26944	10.26944	NUM
fbem-23491	122	4	/	/	SYM
fbem-23491	122	5	d.cnki.gbfju.2020.001371	d.cnki.gbfju.2020.001371	NOUN
fbem-23491	122	6	.	.	PUNCT
fbem-23491	123	1	[	[	X
fbem-23491	123	2	3	3	X
fbem-23491	123	3	]	]	X
fbem-23491	123	4	lan	lan	PROPN
fbem-23491	123	5	hengxing	hengxing	NOUN
fbem-23491	123	6	,	,	PUNCT
fbem-23491	123	7	zhou	zhou	PROPN
fbem-23491	123	8	chenghu	chenghu	PROPN
fbem-23491	123	9	,	,	PUNCT
fbem-23491	123	10	gao	gao	PROPN
fbem-23491	123	11	xing	xing	PROPN
fbem-23491	123	12	,	,	PUNCT
fbem-23491	123	13	et	et	PROPN
fbem-23491	123	14	al	al	PROPN
fbem-23491	123	15	.	.	PUNCT
fbem-23491	123	16	evaluation	evaluation	NOUN
fbem-23491	123	17	and	and	CCONJ
fbem-23491	123	18	countermeasure	countermeasure	NOUN
fbem-23491	123	19	suggestions	suggestion	NOUN
fbem-23491	123	20	on	on	ADP
fbem-23491	123	21	secondary	secondary	ADJ
fbem-23491	123	22	geological	geological	ADJ
fbem-23491	123	23	disasters	disaster	NOUN
fbem-23491	123	24	in	in	ADP
fbem-23491	123	25	the	the	DET
fbem-23491	123	26	lushan	lushan	NOUN
fbem-23491	123	27	earthquake	earthquake	NOUN
fbem-23491	123	28	-	-	PUNCT
fbem-23491	123	29	stricken	stricken	VERB
fbem-23491	123	30	area	area	NOUN
fbem-23491	123	31	of	of	ADP
fbem-23491	123	32	ya'an	ya'an	NOUN
fbem-23491	123	33	,	,	PUNCT
fbem-23491	123	34	sichuan	sichuan	PROPN
fbem-23491	124	1	[	[	X
fbem-23491	124	2	j	j	X
fbem-23491	124	3	]	]	X
fbem-23491	124	4	.	.	PUNCT
fbem-23491	125	1	progress	progress	NOUN
fbem-23491	125	2	in	in	ADP
fbem-23491	125	3	geographical	geographical	ADJ
fbem-23491	125	4	sciences	science	NOUN
fbem-23491	125	5	,	,	PUNCT
fbem-23491	125	6	2013	2013	NUM
fbem-23491	125	7	,	,	PUNCT
fbem-23491	125	8	32(04	32(04	NUM
fbem-23491	125	9	):	):	PUNCT
fbem-23491	125	10	499	499	NUM
fbem-23491	125	11	-	-	SYM
fbem-23491	125	12	504	504	NUM
fbem-23491	125	13	.	.	PUNCT
fbem-23491	126	1	[	[	X
fbem-23491	126	2	4	4	NUM
fbem-23491	126	3	]	]	X
fbem-23491	126	4	communist	communist	PROPN
fbem-23491	126	5	party	party	PROPN
fbem-23491	126	6	members	member	NOUN
fbem-23491	126	7	'	'	PART
fbem-23491	126	8	network	network	NOUN
fbem-23491	126	9	.	.	PUNCT
fbem-23491	127	1	the	the	DET
fbem-23491	127	2	death	death	NOUN
fbem-23491	127	3	toll	toll	NOUN
fbem-23491	127	4	in	in	ADP
fbem-23491	127	5	ya'an	ya'an	NOUN
fbem-23491	127	6	city	city	PROPN
fbem-23491	127	7	due	due	ADP
fbem-23491	127	8	to	to	ADP
fbem-23491	127	9	the	the	DET
fbem-23491	127	10	earthquake	earthquake	NOUN
fbem-23491	127	11	as	as	ADP
fbem-23491	127	12	of	of	ADP
fbem-23491	127	13	12:00	12:00	NUM
fbem-23491	127	14	on	on	ADP
fbem-23491	127	15	april	april	PROPN
fbem-23491	127	16	23	23	NUM
fbem-23491	127	17	has	have	AUX
fbem-23491	127	18	reached	reach	VERB
fbem-23491	127	19	173	173	NUM
fbem-23491	128	1	[	[	X
fbem-23491	128	2	eb	eb	PROPN
fbem-23491	128	3	/	/	SYM
fbem-23491	128	4	ol	ol	PROPN
fbem-23491	128	5	]	]	X
fbem-23491	128	6	.	.	PUNCT
fbem-23491	129	1	2013	2013	NUM
fbem-23491	129	2	.	.	PUNCT
fbem-23491	130	1	[	[	X
fbem-23491	130	2	5	5	X
fbem-23491	130	3	]	]	PUNCT
fbem-23491	130	4	he	he	PRON
fbem-23491	130	5	xinyun	xinyun	VERB
fbem-23491	130	6	,	,	PUNCT
fbem-23491	130	7	wang	wang	PROPN
fbem-23491	130	8	chao	chao	PROPN
fbem-23491	130	9	.	.	PUNCT
fbem-23491	131	1	research	research	NOUN
fbem-23491	131	2	on	on	ADP
fbem-23491	131	3	flood	flood	NOUN
fbem-23491	131	4	control	control	NOUN
fbem-23491	131	5	emergency	emergency	NOUN
fbem-23491	131	6	material	material	NOUN
fbem-23491	131	7	demand	demand	NOUN
fbem-23491	131	8	forecasting	forecasting	NOUN
fbem-23491	131	9	based	base	VERB
fbem-23491	131	10	on	on	ADP
fbem-23491	131	11	bp	bp	PROPN
fbem-23491	131	12	neural	neural	ADJ
fbem-23491	131	13	network	network	NOUN
fbem-23491	132	1	[	[	X
fbem-23491	132	2	j	j	X
fbem-23491	132	3	]	]	X
fbem-23491	132	4	.	.	PUNCT
fbem-23491	133	1	information	information	NOUN
fbem-23491	133	2	and	and	CCONJ
fbem-23491	133	3	computer	computer	NOUN
fbem-23491	133	4	(	(	PUNCT
fbem-23491	133	5	theoretical	theoretical	ADJ
fbem-23491	133	6	edition	edition	NOUN
fbem-23491	133	7	)	)	PUNCT
fbem-23491	133	8	,	,	PUNCT
fbem-23491	133	9	2022	2022	NUM
fbem-23491	133	10	,	,	PUNCT
fbem-23491	133	11	34(24	34(24	NUM
fbem-23491	133	12	):	):	PUNCT
fbem-23491	133	13	84	84	NUM
fbem-23491	133	14	-	-	SYM
fbem-23491	133	15	86	86	NUM
fbem-23491	133	16	+	+	NUM
fbem-23491	133	17	91	91	NUM
fbem-23491	133	18	.	.	PUNCT