id	sid	tid	token	lemma	pos
fbem-29211	1	1	frontiers	frontier	NOUN
fbem-29211	1	2	in	in	ADP
fbem-29211	1	3	business	business	NOUN
fbem-29211	1	4	,	,	PUNCT
fbem-29211	1	5	economics	economic	NOUN
fbem-29211	1	6	and	and	CCONJ
fbem-29211	1	7	management	management	NOUN
fbem-29211	1	8	issn	issn	PROPN
fbem-29211	1	9	:	:	PUNCT
fbem-29211	1	10	2766	2766	NUM
fbem-29211	1	11	-	-	PUNCT
fbem-29211	1	12	824x	824x	NUM
fbem-29211	1	13	|	|	ADJ
fbem-29211	1	14	vol	vol	NOUN
fbem-29211	1	15	.	.	PROPN
fbem-29211	1	16	18	18	NUM
fbem-29211	1	17	,	,	PUNCT
fbem-29211	1	18	no	no	INTJ
fbem-29211	1	19	.	.	NOUN
fbem-29211	1	20	1	1	NUM
fbem-29211	1	21	,	,	PUNCT
fbem-29211	1	22	2025	2025	NUM
fbem-29211	1	23	90	90	NUM
fbem-29211	1	24	data	datum	NOUN
fbem-29211	1	25	-	-	PUNCT
fbem-29211	1	26	driven	drive	VERB
fbem-29211	1	27	urban	urban	ADJ
fbem-29211	1	28	development	development	NOUN
fbem-29211	1	29	prospects	prospect	NOUN
fbem-29211	1	30	based	base	VERB
fbem-29211	1	31	research	research	NOUN
fbem-29211	1	32	haobo	haobo	NOUN
fbem-29211	1	33	zhang	zhang	PROPN
fbem-29211	1	34	1	1	NUM
fbem-29211	1	35	,	,	PUNCT
fbem-29211	1	36	*	*	PUNCT
fbem-29211	1	37	,	,	PUNCT
fbem-29211	1	38	yangyang	yangyang	PROPN
fbem-29211	1	39	li	li	PROPN
fbem-29211	1	40	2	2	PROPN
fbem-29211	1	41	,	,	PUNCT
fbem-29211	1	42	xuan	xuan	PROPN
fbem-29211	1	43	cao	cao	PROPN
fbem-29211	1	44	3	3	NUM
fbem-29211	1	45	,	,	PUNCT
fbem-29211	1	46	wandong	wandong	NOUN
fbem-29211	1	47	qiu	qiu	PROPN
fbem-29211	1	48	3	3	NUM
fbem-29211	1	49	,	,	PUNCT
fbem-29211	1	50	jixi	jixi	PROPN
fbem-29211	1	51	zhang	zhang	PROPN
fbem-29211	1	52	1	1	NUM
fbem-29211	1	53	,	,	PUNCT
fbem-29211	1	54	changgen	changgen	PROPN
fbem-29211	1	55	he	he	PRON
fbem-29211	1	56	1	1	NUM
fbem-29211	1	57	,	,	PUNCT
fbem-29211	1	58	wenbo	wenbo	ADP
fbem-29211	1	59	song	song	NOUN
fbem-29211	1	60	2	2	NUM
fbem-29211	1	61	1	1	NUM
fbem-29211	1	62	school	school	NOUN
fbem-29211	1	63	of	of	ADP
fbem-29211	1	64	chemical	chemical	NOUN
fbem-29211	1	65	engineering	engineering	NOUN
fbem-29211	1	66	and	and	CCONJ
fbem-29211	1	67	materials	material	NOUN
fbem-29211	1	68	,	,	PUNCT
fbem-29211	1	69	tianjin	tianjin	PROPN
fbem-29211	1	70	university	university	PROPN
fbem-29211	1	71	of	of	ADP
fbem-29211	1	72	science	science	NOUN
fbem-29211	1	73	and	and	CCONJ
fbem-29211	1	74	technology	technology	NOUN
fbem-29211	1	75	,	,	PUNCT
fbem-29211	1	76	tianjin	tianjin	PROPN
fbem-29211	1	77	,	,	PUNCT
fbem-29211	1	78	china	china	PROPN
fbem-29211	1	79	2	2	NUM
fbem-29211	1	80	artificial	artificial	PROPN
fbem-29211	1	81	intelligence	intelligence	NOUN
fbem-29211	1	82	institute	institute	NOUN
fbem-29211	1	83	,	,	PUNCT
fbem-29211	1	84	tianjin	tianjin	PROPN
fbem-29211	1	85	university	university	PROPN
fbem-29211	1	86	of	of	ADP
fbem-29211	1	87	science	science	NOUN
fbem-29211	1	88	and	and	CCONJ
fbem-29211	1	89	technology	technology	NOUN
fbem-29211	1	90	,	,	PUNCT
fbem-29211	1	91	tianjin	tianjin	PROPN
fbem-29211	1	92	,	,	PUNCT
fbem-29211	1	93	china	china	PROPN
fbem-29211	1	94	3	3	NUM
fbem-29211	1	95	school	school	NOUN
fbem-29211	1	96	of	of	ADP
fbem-29211	1	97	biological	biological	ADJ
fbem-29211	1	98	engineering	engineering	NOUN
fbem-29211	1	99	,	,	PUNCT
fbem-29211	1	100	tianjin	tianjin	PROPN
fbem-29211	1	101	university	university	PROPN
fbem-29211	1	102	of	of	ADP
fbem-29211	1	103	science	science	NOUN
fbem-29211	1	104	and	and	CCONJ
fbem-29211	1	105	technology	technology	NOUN
fbem-29211	1	106	,	,	PUNCT
fbem-29211	1	107	tianjin	tianjin	PROPN
fbem-29211	1	108	,	,	PUNCT
fbem-29211	1	109	china	china	PROPN
fbem-29211	1	110	abstract	abstract	NOUN
fbem-29211	1	111	:	:	PUNCT
fbem-29211	1	112	this	this	DET
fbem-29211	1	113	study	study	NOUN
fbem-29211	1	114	evaluates	evaluate	VERB
fbem-29211	1	115	the	the	DET
fbem-29211	1	116	future	future	ADJ
fbem-29211	1	117	development	development	NOUN
fbem-29211	1	118	prospects	prospect	NOUN
fbem-29211	1	119	of	of	ADP
fbem-29211	1	120	changchun	changchun	NOUN
fbem-29211	1	121	and	and	CCONJ
fbem-29211	1	122	hohhot	hohhot	VERB
fbem-29211	1	123	through	through	ADP
fbem-29211	1	124	a	a	DET
fbem-29211	1	125	data	data	NOUN
fbem-29211	1	126	-	-	PUNCT
fbem-29211	1	127	driven	drive	VERB
fbem-29211	1	128	approach	approach	NOUN
fbem-29211	1	129	,	,	PUNCT
fbem-29211	1	130	focusing	focus	VERB
fbem-29211	1	131	on	on	ADP
fbem-29211	1	132	key	key	ADJ
fbem-29211	1	133	factors	factor	NOUN
fbem-29211	1	134	such	such	ADJ
fbem-29211	1	135	as	as	ADP
fbem-29211	1	136	housing	housing	NOUN
fbem-29211	1	137	prices	price	NOUN
fbem-29211	1	138	,	,	PUNCT
fbem-29211	1	139	service	service	NOUN
fbem-29211	1	140	levels	level	NOUN
fbem-29211	1	141	,	,	PUNCT
fbem-29211	1	142	urban	urban	ADJ
fbem-29211	1	143	resilience	resilience	NOUN
fbem-29211	1	144	,	,	PUNCT
fbem-29211	1	145	and	and	CCONJ
fbem-29211	1	146	sustainable	sustainable	ADJ
fbem-29211	1	147	development	development	NOUN
fbem-29211	1	148	.	.	PUNCT
fbem-29211	2	1	the	the	DET
fbem-29211	2	2	research	research	NOUN
fbem-29211	2	3	integrates	integrate	VERB
fbem-29211	2	4	advanced	advanced	ADJ
fbem-29211	2	5	modeling	modeling	NOUN
fbem-29211	2	6	techniques	technique	NOUN
fbem-29211	2	7	including	include	VERB
fbem-29211	2	8	multiple	multiple	ADJ
fbem-29211	2	9	linear	linear	ADJ
fbem-29211	2	10	regression	regression	NOUN
fbem-29211	2	11	,	,	PUNCT
fbem-29211	2	12	random	random	ADJ
fbem-29211	2	13	forest	forest	NOUN
fbem-29211	2	14	,	,	PUNCT
fbem-29211	2	15	and	and	CCONJ
fbem-29211	2	16	xgboost	xgboost	ADV
fbem-29211	2	17	to	to	PART
fbem-29211	2	18	analyze	analyze	VERB
fbem-29211	2	19	various	various	ADJ
fbem-29211	2	20	urban	urban	ADJ
fbem-29211	2	21	indicators	indicator	NOUN
fbem-29211	2	22	.	.	PUNCT
fbem-29211	3	1	in	in	ADP
fbem-29211	3	2	housing	housing	NOUN
fbem-29211	3	3	,	,	PUNCT
fbem-29211	3	4	the	the	DET
fbem-29211	3	5	models	model	NOUN
fbem-29211	3	6	identify	identify	VERB
fbem-29211	3	7	price	price	NOUN
fbem-29211	3	8	fluctuation	fluctuation	NOUN
fbem-29211	3	9	factors	factor	NOUN
fbem-29211	3	10	and	and	CCONJ
fbem-29211	3	11	estimate	estimate	VERB
fbem-29211	3	12	housing	housing	NOUN
fbem-29211	3	13	stock	stock	NOUN
fbem-29211	3	14	using	use	VERB
fbem-29211	3	15	indirect	indirect	ADJ
fbem-29211	3	16	metrics	metric	NOUN
fbem-29211	3	17	,	,	PUNCT
fbem-29211	3	18	with	with	ADP
fbem-29211	3	19	gradient	gradient	ADJ
fbem-29211	3	20	boosting	boost	VERB
fbem-29211	3	21	regression	regression	NOUN
fbem-29211	3	22	emerging	emerge	VERB
fbem-29211	3	23	as	as	ADP
fbem-29211	3	24	the	the	DET
fbem-29211	3	25	most	most	ADV
fbem-29211	3	26	effective	effective	ADJ
fbem-29211	3	27	model	model	NOUN
fbem-29211	3	28	.	.	PUNCT
fbem-29211	4	1	changchun	changchun	PROPN
fbem-29211	4	2	is	be	AUX
fbem-29211	4	3	found	find	VERB
fbem-29211	4	4	to	to	PART
fbem-29211	4	5	excel	excel	VERB
fbem-29211	4	6	in	in	ADP
fbem-29211	4	7	retail	retail	NOUN
fbem-29211	4	8	,	,	PUNCT
fbem-29211	4	9	finance	finance	NOUN
fbem-29211	4	10	,	,	PUNCT
fbem-29211	4	11	and	and	CCONJ
fbem-29211	4	12	lifestyle	lifestyle	NOUN
fbem-29211	4	13	services	service	NOUN
fbem-29211	4	14	,	,	PUNCT
fbem-29211	4	15	while	while	SCONJ
fbem-29211	4	16	hohhot	hohhot	ADJ
fbem-29211	4	17	excels	excel	NOUN
fbem-29211	4	18	in	in	ADP
fbem-29211	4	19	public	public	ADJ
fbem-29211	4	20	infrastructure	infrastructure	NOUN
fbem-29211	4	21	,	,	PUNCT
fbem-29211	4	22	though	though	SCONJ
fbem-29211	4	23	both	both	DET
fbem-29211	4	24	cities	city	NOUN
fbem-29211	4	25	require	require	VERB
fbem-29211	4	26	balanced	balanced	ADJ
fbem-29211	4	27	development	development	NOUN
fbem-29211	4	28	to	to	PART
fbem-29211	4	29	address	address	VERB
fbem-29211	4	30	disparities	disparity	NOUN
fbem-29211	4	31	in	in	ADP
fbem-29211	4	32	facility	facility	NOUN
fbem-29211	4	33	distribution	distribution	NOUN
fbem-29211	4	34	.	.	PUNCT
fbem-29211	5	1	urban	urban	ADJ
fbem-29211	5	2	resilience	resilience	NOUN
fbem-29211	5	3	is	be	AUX
fbem-29211	5	4	assessed	assess	VERB
fbem-29211	5	5	by	by	ADP
fbem-29211	5	6	examining	examine	VERB
fbem-29211	5	7	response	response	NOUN
fbem-29211	5	8	capabilities	capability	NOUN
fbem-29211	5	9	to	to	ADP
fbem-29211	5	10	extreme	extreme	ADJ
fbem-29211	5	11	weather	weather	NOUN
fbem-29211	5	12	and	and	CCONJ
fbem-29211	5	13	emergencies	emergency	NOUN
fbem-29211	5	14	,	,	PUNCT
fbem-29211	5	15	with	with	ADP
fbem-29211	5	16	targeted	target	VERB
fbem-29211	5	17	investments	investment	NOUN
fbem-29211	5	18	suggested	suggest	VERB
fbem-29211	5	19	to	to	PART
fbem-29211	5	20	enhance	enhance	VERB
fbem-29211	5	21	resilience	resilience	NOUN
fbem-29211	5	22	and	and	CCONJ
fbem-29211	5	23	service	service	NOUN
fbem-29211	5	24	accessibility	accessibility	NOUN
fbem-29211	5	25	.	.	PUNCT
fbem-29211	6	1	sustainable	sustainable	ADJ
fbem-29211	6	2	development	development	NOUN
fbem-29211	6	3	strategies	strategy	NOUN
fbem-29211	6	4	for	for	ADP
fbem-29211	6	5	both	both	DET
fbem-29211	6	6	cities	city	NOUN
fbem-29211	6	7	are	be	AUX
fbem-29211	6	8	proposed	propose	VERB
fbem-29211	6	9	,	,	PUNCT
fbem-29211	6	10	with	with	ADP
fbem-29211	6	11	changchun	changchun	NOUN
fbem-29211	6	12	focusing	focus	VERB
fbem-29211	6	13	on	on	ADP
fbem-29211	6	14	green	green	ADJ
fbem-29211	6	15	transportation	transportation	NOUN
fbem-29211	6	16	and	and	CCONJ
fbem-29211	6	17	mixed	mixed	ADJ
fbem-29211	6	18	-	-	PUNCT
fbem-29211	6	19	use	use	NOUN
fbem-29211	6	20	developments	development	NOUN
fbem-29211	6	21	,	,	PUNCT
fbem-29211	6	22	and	and	CCONJ
fbem-29211	6	23	hohhot	hohhot	ADJ
fbem-29211	6	24	emphasizing	emphasize	VERB
fbem-29211	6	25	healthcare	healthcare	PROPN
fbem-29211	6	26	and	and	CCONJ
fbem-29211	6	27	tourism	tourism	NOUN
fbem-29211	6	28	infrastructure	infrastructure	NOUN
fbem-29211	6	29	.	.	PUNCT
fbem-29211	7	1	both	both	DET
fbem-29211	7	2	cities	city	NOUN
fbem-29211	7	3	are	be	AUX
fbem-29211	7	4	encouraged	encourage	VERB
fbem-29211	7	5	to	to	PART
fbem-29211	7	6	adopt	adopt	VERB
fbem-29211	7	7	smart	smart	ADJ
fbem-29211	7	8	city	city	NOUN
fbem-29211	7	9	technologies	technology	NOUN
fbem-29211	7	10	to	to	PART
fbem-29211	7	11	optimize	optimize	VERB
fbem-29211	7	12	resource	resource	NOUN
fbem-29211	7	13	allocation	allocation	NOUN
fbem-29211	7	14	.	.	PUNCT
fbem-29211	8	1	the	the	DET
fbem-29211	8	2	study	study	NOUN
fbem-29211	8	3	concludes	conclude	VERB
fbem-29211	8	4	that	that	SCONJ
fbem-29211	8	5	tailored	tailor	VERB
fbem-29211	8	6	development	development	NOUN
fbem-29211	8	7	strategies	strategy	NOUN
fbem-29211	8	8	,	,	PUNCT
fbem-29211	8	9	informed	inform	VERB
fbem-29211	8	10	by	by	ADP
fbem-29211	8	11	data	datum	NOUN
fbem-29211	8	12	-	-	PUNCT
fbem-29211	8	13	driven	drive	VERB
fbem-29211	8	14	insights	insight	NOUN
fbem-29211	8	15	,	,	PUNCT
fbem-29211	8	16	are	be	AUX
fbem-29211	8	17	crucial	crucial	ADJ
fbem-29211	8	18	for	for	ADP
fbem-29211	8	19	achieving	achieve	VERB
fbem-29211	8	20	balanced	balanced	ADJ
fbem-29211	8	21	,	,	PUNCT
fbem-29211	8	22	resilient	resilient	ADJ
fbem-29211	8	23	,	,	PUNCT
fbem-29211	8	24	and	and	CCONJ
fbem-29211	8	25	sustainable	sustainable	ADJ
fbem-29211	8	26	urban	urban	ADJ
fbem-29211	8	27	growth	growth	NOUN
fbem-29211	8	28	,	,	PUNCT
fbem-29211	8	29	with	with	ADP
fbem-29211	8	30	practical	practical	ADJ
fbem-29211	8	31	recommendations	recommendation	NOUN
fbem-29211	8	32	for	for	SCONJ
fbem-29211	8	33	policymakers	policymaker	NOUN
fbem-29211	8	34	to	to	PART
fbem-29211	8	35	improve	improve	VERB
fbem-29211	8	36	service	service	NOUN
fbem-29211	8	37	equity	equity	NOUN
fbem-29211	8	38	and	and	CCONJ
fbem-29211	8	39	foster	foster	ADJ
fbem-29211	8	40	long	long	ADJ
fbem-29211	8	41	-	-	PUNCT
fbem-29211	8	42	term	term	NOUN
fbem-29211	8	43	urban	urban	ADJ
fbem-29211	8	44	vitality	vitality	NOUN
fbem-29211	8	45	.	.	PUNCT
fbem-29211	9	1	keywords	keyword	NOUN
fbem-29211	9	2	:	:	PUNCT
fbem-29211	9	3	sustainable	sustainable	ADJ
fbem-29211	9	4	development	development	NOUN
fbem-29211	9	5	,	,	PUNCT
fbem-29211	9	6	smart	smart	ADJ
fbem-29211	9	7	city	city	NOUN
fbem-29211	9	8	technologies	technology	NOUN
fbem-29211	9	9	,	,	PUNCT
fbem-29211	9	10	urban	urban	ADJ
fbem-29211	9	11	resilience	resilience	NOUN
fbem-29211	9	12	,	,	PUNCT
fbem-29211	9	13	data	data	NOUN
fbem-29211	9	14	-	-	PUNCT
fbem-29211	9	15	driven	drive	VERB
fbem-29211	9	16	analysis	analysis	NOUN
fbem-29211	9	17	,	,	PUNCT
fbem-29211	9	18	housing	housing	NOUN
fbem-29211	9	19	price	price	NOUN
fbem-29211	9	20	prediction	prediction	NOUN
fbem-29211	9	21	.	.	PUNCT
fbem-29211	10	1	1	1	X
fbem-29211	10	2	.	.	X
fbem-29211	10	3	introduction	introduction	NOUN
fbem-29211	10	4	urbanization	urbanization	NOUN
fbem-29211	10	5	in	in	ADP
fbem-29211	10	6	china	china	PROPN
fbem-29211	10	7	has	have	AUX
fbem-29211	10	8	reached	reach	VERB
fbem-29211	10	9	unprecedented	unprecedented	ADJ
fbem-29211	10	10	levels	level	NOUN
fbem-29211	10	11	in	in	ADP
fbem-29211	10	12	recent	recent	ADJ
fbem-29211	10	13	decades	decade	NOUN
fbem-29211	10	14	,	,	PUNCT
fbem-29211	10	15	with	with	ADP
fbem-29211	10	16	cities	city	NOUN
fbem-29211	10	17	expanding	expand	VERB
fbem-29211	10	18	rapidly	rapidly	ADV
fbem-29211	10	19	to	to	PART
fbem-29211	10	20	accommodate	accommodate	VERB
fbem-29211	10	21	growing	grow	VERB
fbem-29211	10	22	populations	population	NOUN
fbem-29211	10	23	and	and	CCONJ
fbem-29211	10	24	economic	economic	ADJ
fbem-29211	10	25	demands	demand	NOUN
fbem-29211	10	26	.	.	PUNCT
fbem-29211	11	1	however	however	ADV
fbem-29211	11	2	,	,	PUNCT
fbem-29211	11	3	the	the	DET
fbem-29211	11	4	country	country	NOUN
fbem-29211	11	5	now	now	ADV
fbem-29211	11	6	faces	face	VERB
fbem-29211	11	7	new	new	ADJ
fbem-29211	11	8	challenges	challenge	NOUN
fbem-29211	11	9	that	that	PRON
fbem-29211	11	10	threaten	threaten	VERB
fbem-29211	11	11	the	the	DET
fbem-29211	11	12	sustainability	sustainability	NOUN
fbem-29211	11	13	and	and	CCONJ
fbem-29211	11	14	quality	quality	NOUN
fbem-29211	11	15	of	of	ADP
fbem-29211	11	16	urban	urban	ADJ
fbem-29211	11	17	growth	growth	NOUN
fbem-29211	11	18	[	[	X
fbem-29211	11	19	1	1	NUM
fbem-29211	11	20	]	]	PUNCT
fbem-29211	11	21	.	.	PUNCT
fbem-29211	12	1	one	one	NUM
fbem-29211	12	2	of	of	ADP
fbem-29211	12	3	the	the	DET
fbem-29211	12	4	most	most	ADV
fbem-29211	12	5	pressing	pressing	ADJ
fbem-29211	12	6	issues	issue	NOUN
fbem-29211	12	7	is	be	AUX
fbem-29211	12	8	the	the	DET
fbem-29211	12	9	accelerating	accelerate	VERB
fbem-29211	12	10	trend	trend	NOUN
fbem-29211	12	11	of	of	ADP
fbem-29211	12	12	population	population	NOUN
fbem-29211	12	13	aging	aging	NOUN
fbem-29211	12	14	,	,	PUNCT
fbem-29211	12	15	which	which	PRON
fbem-29211	12	16	,	,	PUNCT
fbem-29211	12	17	combined	combine	VERB
fbem-29211	12	18	with	with	ADP
fbem-29211	12	19	the	the	DET
fbem-29211	12	20	anticipated	anticipated	ADJ
fbem-29211	12	21	negative	negative	ADJ
fbem-29211	12	22	population	population	NOUN
fbem-29211	12	23	growth	growth	NOUN
fbem-29211	12	24	from	from	ADP
fbem-29211	12	25	2022	2022	NUM
fbem-29211	12	26	onward	onward	NOUN
fbem-29211	12	27	,	,	PUNCT
fbem-29211	12	28	will	will	AUX
fbem-29211	12	29	fundamentally	fundamentally	ADV
fbem-29211	12	30	alter	alter	VERB
fbem-29211	12	31	the	the	DET
fbem-29211	12	32	demographic	demographic	ADJ
fbem-29211	12	33	structure	structure	NOUN
fbem-29211	12	34	in	in	ADP
fbem-29211	12	35	many	many	ADJ
fbem-29211	12	36	cities	city	NOUN
fbem-29211	12	37	.	.	PUNCT
fbem-29211	13	1	this	this	DET
fbem-29211	13	2	shift	shift	NOUN
fbem-29211	13	3	presents	present	VERB
fbem-29211	13	4	significant	significant	ADJ
fbem-29211	13	5	challenges	challenge	NOUN
fbem-29211	13	6	for	for	ADP
fbem-29211	13	7	second	second	ADJ
fbem-29211	13	8	-	-	PUNCT
fbem-29211	13	9	tier	tier	NOUN
fbem-29211	13	10	and	and	CCONJ
fbem-29211	13	11	third	third	ADJ
fbem-29211	13	12	-	-	PUNCT
fbem-29211	13	13	tier	tier	NOUN
fbem-29211	13	14	cities	city	NOUN
fbem-29211	13	15	,	,	PUNCT
fbem-29211	13	16	which	which	PRON
fbem-29211	13	17	are	be	AUX
fbem-29211	13	18	particularly	particularly	ADV
fbem-29211	13	19	vulnerable	vulnerable	ADJ
fbem-29211	13	20	to	to	ADP
fbem-29211	13	21	the	the	DET
fbem-29211	13	22	effects	effect	NOUN
fbem-29211	13	23	of	of	ADP
fbem-29211	13	24	demographic	demographic	ADJ
fbem-29211	13	25	decline	decline	NOUN
fbem-29211	13	26	,	,	PUNCT
fbem-29211	13	27	such	such	ADJ
fbem-29211	13	28	as	as	ADP
fbem-29211	13	29	labor	labor	NOUN
fbem-29211	13	30	shortages	shortage	NOUN
fbem-29211	13	31	and	and	CCONJ
fbem-29211	13	32	a	a	DET
fbem-29211	13	33	reduction	reduction	NOUN
fbem-29211	13	34	in	in	ADP
fbem-29211	13	35	consumer	consumer	NOUN
fbem-29211	13	36	demand	demand	NOUN
fbem-29211	13	37	[	[	X
fbem-29211	13	38	1	1	NUM
fbem-29211	13	39	,	,	PUNCT
fbem-29211	13	40	2	2	NUM
fbem-29211	13	41	]	]	PUNCT
fbem-29211	13	42	.	.	PUNCT
fbem-29211	14	1	at	at	ADP
fbem-29211	14	2	the	the	DET
fbem-29211	14	3	same	same	ADJ
fbem-29211	14	4	time	time	NOUN
fbem-29211	14	5	,	,	PUNCT
fbem-29211	14	6	cities	city	NOUN
fbem-29211	14	7	are	be	AUX
fbem-29211	14	8	grappling	grapple	VERB
fbem-29211	14	9	with	with	ADP
fbem-29211	14	10	the	the	DET
fbem-29211	14	11	consequences	consequence	NOUN
fbem-29211	14	12	of	of	ADP
fbem-29211	14	13	global	global	ADJ
fbem-29211	14	14	climate	climate	NOUN
fbem-29211	14	15	change	change	NOUN
fbem-29211	14	16	,	,	PUNCT
fbem-29211	14	17	including	include	VERB
fbem-29211	14	18	more	more	ADV
fbem-29211	14	19	frequent	frequent	ADJ
fbem-29211	14	20	extreme	extreme	ADJ
fbem-29211	14	21	weather	weather	NOUN
fbem-29211	14	22	events	event	NOUN
fbem-29211	14	23	.	.	PUNCT
fbem-29211	15	1	these	these	DET
fbem-29211	15	2	events	event	NOUN
fbem-29211	15	3	not	not	PART
fbem-29211	15	4	only	only	ADV
fbem-29211	15	5	affect	affect	VERB
fbem-29211	15	6	the	the	DET
fbem-29211	15	7	physical	physical	ADJ
fbem-29211	15	8	infrastructure	infrastructure	NOUN
fbem-29211	15	9	of	of	ADP
fbem-29211	15	10	cities	city	NOUN
fbem-29211	15	11	but	but	CCONJ
fbem-29211	15	12	also	also	ADV
fbem-29211	15	13	challenge	challenge	VERB
fbem-29211	15	14	their	their	PRON
fbem-29211	15	15	ability	ability	NOUN
fbem-29211	15	16	to	to	PART
fbem-29211	15	17	ensure	ensure	VERB
fbem-29211	15	18	the	the	DET
fbem-29211	15	19	safety	safety	NOUN
fbem-29211	15	20	,	,	PUNCT
fbem-29211	15	21	health	health	NOUN
fbem-29211	15	22	,	,	PUNCT
fbem-29211	15	23	and	and	CCONJ
fbem-29211	15	24	well	well	ADV
fbem-29211	15	25	-	-	PUNCT
fbem-29211	15	26	being	being	NOUN
fbem-29211	15	27	of	of	ADP
fbem-29211	15	28	residents	resident	NOUN
fbem-29211	15	29	.	.	PUNCT
fbem-29211	16	1	the	the	DET
fbem-29211	16	2	ongoing	ongoing	ADJ
fbem-29211	16	3	economic	economic	ADJ
fbem-29211	16	4	downturn	downturn	NOUN
fbem-29211	16	5	further	far	ADV
fbem-29211	16	6	complicates	complicate	VERB
fbem-29211	16	7	these	these	DET
fbem-29211	16	8	challenges	challenge	NOUN
fbem-29211	16	9	,	,	PUNCT
fbem-29211	16	10	straining	strain	VERB
fbem-29211	16	11	resources	resource	NOUN
fbem-29211	16	12	available	available	ADJ
fbem-29211	16	13	for	for	ADP
fbem-29211	16	14	urban	urban	ADJ
fbem-29211	16	15	development	development	NOUN
fbem-29211	16	16	and	and	CCONJ
fbem-29211	16	17	investment	investment	NOUN
fbem-29211	16	18	[	[	X
fbem-29211	16	19	3	3	NUM
fbem-29211	16	20	]	]	PUNCT
fbem-29211	16	21	.	.	PUNCT
fbem-29211	17	1	this	this	DET
fbem-29211	17	2	study	study	NOUN
fbem-29211	17	3	focuses	focus	VERB
fbem-29211	17	4	on	on	ADP
fbem-29211	17	5	two	two	NUM
fbem-29211	17	6	cities	city	NOUN
fbem-29211	17	7	in	in	ADP
fbem-29211	17	8	china	china	PROPN
fbem-29211	17	9	—	—	PUNCT
fbem-29211	17	10	changchun	changchun	PROPN
fbem-29211	17	11	and	and	CCONJ
fbem-29211	17	12	hohhot	hohhot	ADV
fbem-29211	17	13	—	—	PUNCT
fbem-29211	17	14	exploring	explore	VERB
fbem-29211	17	15	their	their	PRON
fbem-29211	17	16	future	future	ADJ
fbem-29211	17	17	development	development	NOUN
fbem-29211	17	18	prospects	prospect	NOUN
fbem-29211	17	19	in	in	ADP
fbem-29211	17	20	the	the	DET
fbem-29211	17	21	context	context	NOUN
fbem-29211	17	22	of	of	ADP
fbem-29211	17	23	these	these	DET
fbem-29211	17	24	challenges	challenge	NOUN
fbem-29211	17	25	.	.	PUNCT
fbem-29211	18	1	changchun	changchun	PROPN
fbem-29211	18	2	,	,	PUNCT
fbem-29211	18	3	the	the	DET
fbem-29211	18	4	capital	capital	NOUN
fbem-29211	18	5	of	of	ADP
fbem-29211	18	6	jilin	jilin	PROPN
fbem-29211	18	7	province	province	PROPN
fbem-29211	18	8	,	,	PUNCT
fbem-29211	18	9	has	have	VERB
fbem-29211	18	10	a	a	DET
fbem-29211	18	11	strong	strong	ADJ
fbem-29211	18	12	industrial	industrial	ADJ
fbem-29211	18	13	base	base	NOUN
fbem-29211	18	14	and	and	CCONJ
fbem-29211	18	15	serves	serve	VERB
fbem-29211	18	16	as	as	ADP
fbem-29211	18	17	a	a	DET
fbem-29211	18	18	key	key	ADJ
fbem-29211	18	19	hub	hub	NOUN
fbem-29211	18	20	for	for	ADP
fbem-29211	18	21	automotive	automotive	ADJ
fbem-29211	18	22	and	and	CCONJ
fbem-29211	18	23	manufacturing	manufacturing	NOUN
fbem-29211	18	24	industries	industry	NOUN
fbem-29211	18	25	[	[	X
fbem-29211	18	26	4	4	NUM
fbem-29211	18	27	]	]	PUNCT
fbem-29211	18	28	.	.	PUNCT
fbem-29211	19	1	the	the	DET
fbem-29211	19	2	primary	primary	ADJ
fbem-29211	19	3	objective	objective	NOUN
fbem-29211	19	4	of	of	ADP
fbem-29211	19	5	this	this	DET
fbem-29211	19	6	study	study	NOUN
fbem-29211	19	7	is	be	AUX
fbem-29211	19	8	to	to	PART
fbem-29211	19	9	evaluate	evaluate	VERB
fbem-29211	19	10	the	the	DET
fbem-29211	19	11	development	development	NOUN
fbem-29211	19	12	prospects	prospect	NOUN
fbem-29211	19	13	of	of	ADP
fbem-29211	19	14	changchun	changchun	NOUN
fbem-29211	19	15	and	and	CCONJ
fbem-29211	19	16	hohhot	hohhot	ADJ
fbem-29211	19	17	using	use	VERB
fbem-29211	19	18	datadriven	datadriven	ADJ
fbem-29211	19	19	approaches	approach	NOUN
fbem-29211	19	20	.	.	PUNCT
fbem-29211	20	1	this	this	PRON
fbem-29211	20	2	involves	involve	VERB
fbem-29211	20	3	analyzing	analyze	VERB
fbem-29211	20	4	key	key	ADJ
fbem-29211	20	5	variables	variable	NOUN
fbem-29211	20	6	such	such	ADJ
fbem-29211	20	7	as	as	ADP
fbem-29211	20	8	housing	housing	NOUN
fbem-29211	20	9	prices	price	NOUN
fbem-29211	20	10	,	,	PUNCT
fbem-29211	20	11	service	service	NOUN
fbem-29211	20	12	levels	level	NOUN
fbem-29211	20	13	,	,	PUNCT
fbem-29211	20	14	urban	urban	ADJ
fbem-29211	20	15	resilience	resilience	NOUN
fbem-29211	20	16	,	,	PUNCT
fbem-29211	20	17	and	and	CCONJ
fbem-29211	20	18	sustainable	sustainable	ADJ
fbem-29211	20	19	development	development	NOUN
fbem-29211	20	20	.	.	PUNCT
fbem-29211	21	1	by	by	ADP
fbem-29211	21	2	utilizing	utilize	VERB
fbem-29211	21	3	advanced	advanced	ADJ
fbem-29211	21	4	modeling	modeling	NOUN
fbem-29211	21	5	techniques	technique	NOUN
fbem-29211	21	6	—	—	PUNCT
fbem-29211	21	7	including	include	VERB
fbem-29211	21	8	multiple	multiple	ADJ
fbem-29211	21	9	linear	linear	ADJ
fbem-29211	21	10	regression	regression	NOUN
fbem-29211	21	11	,	,	PUNCT
fbem-29211	21	12	random	random	ADJ
fbem-29211	21	13	forest	forest	NOUN
fbem-29211	21	14	,	,	PUNCT
fbem-29211	21	15	and	and	CCONJ
fbem-29211	21	16	xgboost	xgboost	ADV
fbem-29211	21	17	regression	regression	NOUN
fbem-29211	21	18	—	—	PUNCT
fbem-29211	21	19	the	the	DET
fbem-29211	21	20	study	study	NOUN
fbem-29211	21	21	aims	aim	VERB
fbem-29211	21	22	to	to	PART
fbem-29211	21	23	identify	identify	VERB
fbem-29211	21	24	critical	critical	ADJ
fbem-29211	21	25	factors	factor	NOUN
fbem-29211	21	26	affecting	affect	VERB
fbem-29211	21	27	urban	urban	ADJ
fbem-29211	21	28	growth	growth	NOUN
fbem-29211	21	29	and	and	CCONJ
fbem-29211	21	30	propose	propose	VERB
fbem-29211	21	31	targeted	target	VERB
fbem-29211	21	32	strategies	strategy	NOUN
fbem-29211	21	33	for	for	ADP
fbem-29211	21	34	improving	improve	VERB
fbem-29211	21	35	the	the	DET
fbem-29211	21	36	quality	quality	NOUN
fbem-29211	21	37	of	of	ADP
fbem-29211	21	38	life	life	NOUN
fbem-29211	21	39	for	for	ADP
fbem-29211	21	40	residents	resident	NOUN
fbem-29211	21	41	[	[	X
fbem-29211	21	42	4	4	NUM
fbem-29211	21	43	,	,	PUNCT
fbem-29211	21	44	5	5	NUM
fbem-29211	21	45	]	]	PUNCT
fbem-29211	21	46	.	.	PUNCT
fbem-29211	22	1	this	this	DET
fbem-29211	22	2	study	study	NOUN
fbem-29211	22	3	makes	make	VERB
fbem-29211	22	4	several	several	ADJ
fbem-29211	22	5	important	important	ADJ
fbem-29211	22	6	contributions	contribution	NOUN
fbem-29211	22	7	to	to	ADP
fbem-29211	22	8	the	the	DET
fbem-29211	22	9	field	field	NOUN
fbem-29211	22	10	of	of	ADP
fbem-29211	22	11	urban	urban	ADJ
fbem-29211	22	12	development	development	NOUN
fbem-29211	22	13	,	,	PUNCT
fbem-29211	22	14	particularly	particularly	ADV
fbem-29211	22	15	in	in	ADP
fbem-29211	22	16	the	the	DET
fbem-29211	22	17	context	context	NOUN
fbem-29211	22	18	of	of	ADP
fbem-29211	22	19	secondand	secondand	NOUN
fbem-29211	22	20	third	third	ADJ
fbem-29211	22	21	-	-	PUNCT
fbem-29211	22	22	tier	tier	NOUN
fbem-29211	22	23	cities	city	NOUN
fbem-29211	22	24	in	in	ADP
fbem-29211	22	25	china	china	PROPN
fbem-29211	22	26	,	,	PUNCT
fbem-29211	22	27	such	such	ADJ
fbem-29211	22	28	as	as	ADP
fbem-29211	22	29	changchun	changchun	NOUN
fbem-29211	22	30	and	and	CCONJ
fbem-29211	22	31	hohhot	hohhot	ADJ
fbem-29211	22	32	.	.	PUNCT
fbem-29211	23	1	the	the	DET
fbem-29211	23	2	key	key	ADJ
fbem-29211	23	3	contributions	contribution	NOUN
fbem-29211	23	4	of	of	ADP
fbem-29211	23	5	this	this	DET
fbem-29211	23	6	research	research	NOUN
fbem-29211	23	7	are	be	AUX
fbem-29211	23	8	as	as	SCONJ
fbem-29211	23	9	follows	follow	VERB
fbem-29211	23	10	:	:	PUNCT
fbem-29211	23	11	(	(	PUNCT
fbem-29211	23	12	1	1	X
fbem-29211	23	13	)	)	PUNCT
fbem-29211	23	14	data	data	NOUN
fbem-29211	23	15	-	-	PUNCT
fbem-29211	23	16	driven	drive	VERB
fbem-29211	23	17	evaluation	evaluation	NOUN
fbem-29211	23	18	of	of	ADP
fbem-29211	23	19	urban	urban	ADJ
fbem-29211	23	20	development	development	NOUN
fbem-29211	23	21	.	.	PUNCT
fbem-29211	24	1	(	(	PUNCT
fbem-29211	24	2	2	2	X
fbem-29211	24	3	)	)	PUNCT
fbem-29211	24	4	urban	urban	ADJ
fbem-29211	24	5	resilience	resilience	NOUN
fbem-29211	24	6	and	and	CCONJ
fbem-29211	24	7	sustainable	sustainable	ADJ
fbem-29211	24	8	development	development	NOUN
fbem-29211	24	9	insights	insight	NOUN
fbem-29211	24	10	.	.	PUNCT
fbem-29211	25	1	(	(	PUNCT
fbem-29211	25	2	3	3	X
fbem-29211	25	3	)	)	PUNCT
fbem-29211	25	4	tailored	tailor	VERB
fbem-29211	25	5	development	development	NOUN
fbem-29211	25	6	strategies	strategy	NOUN
fbem-29211	25	7	for	for	ADP
fbem-29211	25	8	changchun	changchun	NOUN
fbem-29211	25	9	and	and	CCONJ
fbem-29211	25	10	hohhot	hohhot	ADJ
fbem-29211	25	11	.	.	PUNCT
fbem-29211	26	1	(	(	PUNCT
fbem-29211	26	2	4	4	X
fbem-29211	26	3	)	)	PUNCT
fbem-29211	26	4	practical	practical	ADJ
fbem-29211	26	5	application	application	NOUN
fbem-29211	26	6	of	of	ADP
fbem-29211	26	7	smart	smart	ADJ
fbem-29211	26	8	city	city	NOUN
fbem-29211	26	9	technologies	technology	NOUN
fbem-29211	26	10	.	.	PUNCT
fbem-29211	27	1	(	(	PUNCT
fbem-29211	27	2	5	5	X
fbem-29211	27	3	)	)	PUNCT
fbem-29211	27	4	sensitivity	sensitivity	NOUN
fbem-29211	27	5	analysis	analysis	NOUN
fbem-29211	27	6	for	for	ADP
fbem-29211	27	7	robust	robust	ADJ
fbem-29211	27	8	urban	urban	ADJ
fbem-29211	27	9	planning	planning	NOUN
fbem-29211	27	10	.	.	PUNCT
fbem-29211	28	1	(	(	PUNCT
fbem-29211	28	2	6	6	X
fbem-29211	28	3	)	)	PUNCT
fbem-29211	28	4	contributions	contribution	NOUN
fbem-29211	28	5	to	to	ADP
fbem-29211	28	6	sustainable	sustainable	ADJ
fbem-29211	28	7	urban	urban	ADJ
fbem-29211	28	8	policy	policy	NOUN
fbem-29211	28	9	and	and	CCONJ
fbem-29211	28	10	decision	decision	NOUN
fbem-29211	28	11	making	making	NOUN
fbem-29211	28	12	.	.	PUNCT
fbem-29211	29	1	(	(	PUNCT
fbem-29211	29	2	7	7	X
fbem-29211	29	3	)	)	PUNCT
fbem-29211	29	4	advancing	advance	VERB
fbem-29211	29	5	comparative	comparative	ADJ
fbem-29211	29	6	urban	urban	ADJ
fbem-29211	29	7	analysis	analysis	NOUN
fbem-29211	29	8	in	in	ADP
fbem-29211	29	9	china	china	PROPN
fbem-29211	29	10	.	.	PUNCT
fbem-29211	30	1	in	in	ADP
fbem-29211	30	2	conclusion	conclusion	NOUN
fbem-29211	30	3	,	,	PUNCT
fbem-29211	30	4	this	this	DET
fbem-29211	30	5	study	study	NOUN
fbem-29211	30	6	provides	provide	VERB
fbem-29211	30	7	a	a	DET
fbem-29211	30	8	robust	robust	ADJ
fbem-29211	30	9	,	,	PUNCT
fbem-29211	30	10	data	data	NOUN
fbem-29211	30	11	-	-	PUNCT
fbem-29211	30	12	driven	drive	VERB
fbem-29211	30	13	framework	framework	NOUN
fbem-29211	30	14	for	for	ADP
fbem-29211	30	15	assessing	assess	VERB
fbem-29211	30	16	the	the	DET
fbem-29211	30	17	development	development	NOUN
fbem-29211	30	18	prospects	prospect	NOUN
fbem-29211	30	19	of	of	ADP
fbem-29211	30	20	changchun	changchun	NOUN
fbem-29211	30	21	and	and	CCONJ
fbem-29211	30	22	hohhot	hohhot	ADJ
fbem-29211	30	23	,	,	PUNCT
fbem-29211	30	24	offering	offer	VERB
fbem-29211	30	25	practical	practical	ADJ
fbem-29211	30	26	and	and	CCONJ
fbem-29211	30	27	actionable	actionable	ADJ
fbem-29211	30	28	recommendations	recommendation	NOUN
fbem-29211	30	29	for	for	ADP
fbem-29211	30	30	urban	urban	ADJ
fbem-29211	30	31	policy	policy	NOUN
fbem-29211	30	32	makers	maker	NOUN
fbem-29211	30	33	.	.	PUNCT
fbem-29211	31	1	by	by	ADP
fbem-29211	31	2	emphasizing	emphasize	VERB
fbem-29211	31	3	the	the	DET
fbem-29211	31	4	importance	importance	NOUN
fbem-29211	31	5	of	of	ADP
fbem-29211	31	6	resilience	resilience	NOUN
fbem-29211	31	7	,	,	PUNCT
fbem-29211	31	8	sustainability	sustainability	NOUN
fbem-29211	31	9	,	,	PUNCT
fbem-29211	31	10	and	and	CCONJ
fbem-29211	31	11	smart	smart	ADJ
fbem-29211	31	12	technologies	technology	NOUN
fbem-29211	31	13	,	,	PUNCT
fbem-29211	31	14	the	the	DET
fbem-29211	31	15	research	research	NOUN
fbem-29211	31	16	contributes	contribute	VERB
fbem-29211	31	17	to	to	ADP
fbem-29211	31	18	the	the	DET
fbem-29211	31	19	ongoing	ongoing	ADJ
fbem-29211	31	20	effort	effort	NOUN
fbem-29211	31	21	to	to	PART
fbem-29211	31	22	create	create	VERB
fbem-29211	31	23	more	more	ADV
fbem-29211	31	24	livable	livable	ADJ
fbem-29211	31	25	,	,	PUNCT
fbem-29211	31	26	sustainable	sustainable	ADJ
fbem-29211	31	27	,	,	PUNCT
fbem-29211	31	28	and	and	CCONJ
fbem-29211	31	29	resilient	resilient	ADJ
fbem-29211	31	30	urban	urban	ADJ
fbem-29211	31	31	environments	environment	NOUN
fbem-29211	31	32	in	in	ADP
fbem-29211	31	33	china	china	PROPN
fbem-29211	31	34	.	.	PUNCT
fbem-29211	32	1	91	91	NUM
fbem-29211	32	2	2	2	NUM
fbem-29211	32	3	.	.	PUNCT
fbem-29211	32	4	methodology	methodology	NOUN
fbem-29211	32	5	2.1	2.1	NUM
fbem-29211	32	6	.	.	PUNCT
fbem-29211	33	1	future	future	ADJ
fbem-29211	33	2	housing	housing	NOUN
fbem-29211	33	3	prices	price	NOUN
fbem-29211	33	4	we	we	PRON
fbem-29211	33	5	select	select	VERB
fbem-29211	33	6	two	two	NUM
fbem-29211	33	7	cities	city	NOUN
fbem-29211	33	8	changchun	changchun	NOUN
fbem-29211	33	9	and	and	CCONJ
fbem-29211	33	10	hohhot	hohhot	ADJ
fbem-29211	33	11	.	.	PUNCT
fbem-29211	34	1	we	we	PRON
fbem-29211	34	2	find	find	VERB
fbem-29211	34	3	out	out	ADP
fbem-29211	34	4	some	some	DET
fbem-29211	34	5	information	information	NOUN
fbem-29211	34	6	about	about	ADP
fbem-29211	34	7	two	two	NUM
fbem-29211	34	8	cities	city	NOUN
fbem-29211	34	9	,	,	PUNCT
fbem-29211	34	10	as	as	ADP
fbem-29211	34	11	of	of	ADP
fbem-29211	34	12	the	the	DET
fbem-29211	34	13	end	end	NOUN
fbem-29211	34	14	of	of	ADP
fbem-29211	34	15	2023	2023	NUM
fbem-29211	34	16	,	,	PUNCT
fbem-29211	34	17	the	the	DET
fbem-29211	34	18	total	total	ADJ
fbem-29211	34	19	population	population	NOUN
fbem-29211	34	20	of	of	ADP
fbem-29211	34	21	changchun	changchun	PROPN
fbem-29211	34	22	city	city	PROPN
fbem-29211	34	23	was	be	AUX
fbem-29211	34	24	9.1019	9.1019	NUM
fbem-29211	34	25	million	million	NUM
fbem-29211	34	26	,	,	PUNCT
fbem-29211	34	27	of	of	ADP
fbem-29211	34	28	which	which	PRON
fbem-29211	34	29	the	the	DET
fbem-29211	34	30	permanent	permanent	ADJ
fbem-29211	34	31	urban	urban	ADJ
fbem-29211	34	32	population	population	NOUN
fbem-29211	34	33	was	be	AUX
fbem-29211	34	34	6.2053	6.2053	NUM
fbem-29211	34	35	million	million	NUM
fbem-29211	34	36	,	,	PUNCT
fbem-29211	34	37	accounting	account	VERB
fbem-29211	34	38	for	for	ADP
fbem-29211	34	39	68.2	68.2	NUM
fbem-29211	34	40	%	%	NOUN
fbem-29211	34	41	of	of	ADP
fbem-29211	34	42	the	the	DET
fbem-29211	34	43	total	total	ADJ
fbem-29211	34	44	population	population	NOUN
fbem-29211	34	45	.	.	PUNCT
fbem-29211	35	1	the	the	DET
fbem-29211	35	2	permanent	permanent	ADJ
fbem-29211	35	3	population	population	NOUN
fbem-29211	35	4	of	of	ADP
fbem-29211	35	5	hohhot	hohhot	PROPN
fbem-29211	35	6	was	be	AUX
fbem-29211	35	7	3.6041	3.6041	NUM
fbem-29211	35	8	million	million	NUM
fbem-29211	35	9	,	,	PUNCT
fbem-29211	35	10	an	an	DET
fbem-29211	35	11	increase	increase	NOUN
fbem-29211	35	12	of	of	ADP
fbem-29211	35	13	53,000	53,000	NUM
fbem-29211	35	14	over	over	ADP
fbem-29211	35	15	the	the	DET
fbem-29211	35	16	end	end	NOUN
fbem-29211	35	17	of	of	ADP
fbem-29211	35	18	the	the	DET
fbem-29211	35	19	previous	previous	ADJ
fbem-29211	35	20	year	year	NOUN
fbem-29211	35	21	.	.	PUNCT
fbem-29211	36	1	through	through	ADP
fbem-29211	36	2	the	the	DET
fbem-29211	36	3	data	datum	NOUN
fbem-29211	36	4	preprocessing	preprocessing	NOUN
fbem-29211	36	5	,	,	PUNCT
fbem-29211	36	6	we	we	PRON
fbem-29211	36	7	cleaned	clean	VERB
fbem-29211	36	8	up	up	ADP
fbem-29211	36	9	abnormal	abnormal	ADJ
fbem-29211	36	10	data	datum	NOUN
fbem-29211	36	11	and	and	CCONJ
fbem-29211	36	12	standardized	standardize	VERB
fbem-29211	36	13	the	the	DET
fbem-29211	36	14	field	field	NOUN
fbem-29211	36	15	format	format	NOUN
fbem-29211	36	16	to	to	PART
fbem-29211	36	17	ensure	ensure	VERB
fbem-29211	36	18	data	datum	NOUN
fbem-29211	36	19	consistency	consistency	NOUN
fbem-29211	36	20	and	and	CCONJ
fbem-29211	36	21	accuracy	accuracy	NOUN
fbem-29211	36	22	of	of	ADP
fbem-29211	36	23	analysis	analysis	NOUN
fbem-29211	36	24	.	.	PUNCT
fbem-29211	37	1	the	the	DET
fbem-29211	37	2	scatter	scatter	NOUN
fbem-29211	37	3	plot	plot	NOUN
fbem-29211	37	4	is	be	AUX
fbem-29211	37	5	display	display	NOUN
fbem-29211	37	6	in	in	ADP
fbem-29211	37	7	figure	figure	NOUN
fbem-29211	37	8	1	1	NUM
fbem-29211	37	9	.	.	PUNCT
fbem-29211	37	10	figure	figure	NOUN
fbem-29211	37	11	1	1	NUM
fbem-29211	37	12	.	.	PUNCT
fbem-29211	37	13	graph	graph	NOUN
fbem-29211	37	14	and	and	CCONJ
fbem-29211	37	15	analyze	analyze	VERB
fbem-29211	37	16	the	the	DET
fbem-29211	37	17	processed	process	VERB
fbem-29211	37	18	data	datum	NOUN
fbem-29211	37	19	the	the	DET
fbem-29211	37	20	scatter	scatter	NOUN
fbem-29211	37	21	plot	plot	NOUN
fbem-29211	37	22	illustrates	illustrate	VERB
fbem-29211	37	23	the	the	DET
fbem-29211	37	24	correlation	correlation	NOUN
fbem-29211	37	25	between	between	ADP
fbem-29211	37	26	price	price	NOUN
fbem-29211	37	27	and	and	CCONJ
fbem-29211	37	28	the	the	DET
fbem-29211	37	29	aggregate	aggregate	ADJ
fbem-29211	37	30	number	number	NOUN
fbem-29211	37	31	of	of	ADP
fbem-29211	37	32	households	household	NOUN
fbem-29211	37	33	across	across	ADP
fbem-29211	37	34	various	various	ADJ
fbem-29211	37	35	building	building	NOUN
fbem-29211	37	36	types	type	NOUN
fbem-29211	37	37	.	.	PUNCT
fbem-29211	38	1	generally	generally	ADV
fbem-29211	38	2	,	,	PUNCT
fbem-29211	38	3	the	the	DET
fbem-29211	38	4	aggregate	aggregate	ADJ
fbem-29211	38	5	number	number	NOUN
fbem-29211	38	6	of	of	ADP
fbem-29211	38	7	households	household	NOUN
fbem-29211	38	8	has	have	VERB
fbem-29211	38	9	minimal	minimal	ADJ
fbem-29211	38	10	influence	influence	NOUN
fbem-29211	38	11	on	on	ADP
fbem-29211	38	12	price	price	NOUN
fbem-29211	38	13	,	,	PUNCT
fbem-29211	38	14	with	with	ADP
fbem-29211	38	15	prices	price	NOUN
fbem-29211	38	16	predominantly	predominantly	ADV
fbem-29211	38	17	falling	fall	VERB
fbem-29211	38	18	within	within	ADP
fbem-29211	38	19	the	the	DET
fbem-29211	38	20	5,000	5,000	NUM
fbem-29211	38	21	to	to	PART
fbem-29211	38	22	10,000	10,000	NUM
fbem-29211	38	23	range	range	NOUN
fbem-29211	38	24	,	,	PUNCT
fbem-29211	38	25	and	and	CCONJ
fbem-29211	38	26	experiencing	experience	VERB
fbem-29211	38	27	greater	great	ADJ
fbem-29211	38	28	variability	variability	NOUN
fbem-29211	38	29	at	at	ADP
fbem-29211	38	30	the	the	DET
fbem-29211	38	31	lower	low	ADJ
fbem-29211	38	32	end	end	NOUN
fbem-29211	38	33	of	of	ADP
fbem-29211	38	34	the	the	DET
fbem-29211	38	35	household	household	NOUN
fbem-29211	38	36	count	count	NOUN
fbem-29211	38	37	spectrum	spectrum	NOUN
fbem-29211	38	38	.	.	PUNCT
fbem-29211	39	1	multi	multi	ADJ
fbem-29211	39	2	-	-	ADJ
fbem-29211	39	3	story	story	ADJ
fbem-29211	39	4	buildings	building	NOUN
fbem-29211	39	5	,	,	PUNCT
fbem-29211	39	6	such	such	ADJ
fbem-29211	39	7	as	as	ADP
fbem-29211	39	8	multi	multi	ADJ
fbem-29211	39	9	-	-	NOUN
fbem-29211	39	10	story	story	NOUN
fbem-29211	39	11	“	"	PUNCT
fbem-29211	39	12	and	and	CCONJ
fbem-29211	39	13	„	„	PUNCT
fbem-29211	39	14	mid	mid	NOUN
fbem-29211	39	15	-	-	NOUN
fbem-29211	39	16	rise	rise	NOUN
fbem-29211	39	17	“	"	PUNCT
fbem-29211	39	18	,	,	PUNCT
fbem-29211	39	19	are	be	AUX
fbem-29211	39	20	predominantly	predominantly	ADV
fbem-29211	39	21	situated	situate	VERB
fbem-29211	39	22	in	in	ADP
fbem-29211	39	23	areas	area	NOUN
fbem-29211	39	24	with	with	ADP
fbem-29211	39	25	lower	low	ADJ
fbem-29211	39	26	to	to	ADP
fbem-29211	39	27	mid	mid	ADJ
fbem-29211	39	28	-	-	ADJ
fbem-29211	39	29	range	range	ADJ
fbem-29211	39	30	prices	price	NOUN
fbem-29211	39	31	and	and	CCONJ
fbem-29211	39	32	smaller	small	ADJ
fbem-29211	39	33	aggregate	aggregate	ADJ
fbem-29211	39	34	household	household	NOUN
fbem-29211	39	35	numbers	number	NOUN
fbem-29211	39	36	.	.	PUNCT
fbem-29211	40	1	conversely	conversely	ADV
fbem-29211	40	2	,	,	PUNCT
fbem-29211	40	3	buildings	building	NOUN
fbem-29211	40	4	categorized	categorize	VERB
fbem-29211	40	5	as	as	ADP
fbem-29211	40	6	high	high	ADJ
fbem-29211	40	7	-	-	PUNCT
fbem-29211	40	8	rise	rise	NOUN
fbem-29211	40	9	and	and	CCONJ
fbem-29211	40	10	super	super	ADV
fbem-29211	40	11	high	high	ADJ
fbem-29211	40	12	-	-	PUNCT
fbem-29211	40	13	rise	rise	NOUN
fbem-29211	40	14	encompass	encompass	VERB
fbem-29211	40	15	a	a	DET
fbem-29211	40	16	broader	broad	ADJ
fbem-29211	40	17	price	price	NOUN
fbem-29211	40	18	spectrum	spectrum	NOUN
fbem-29211	40	19	.	.	PUNCT
fbem-29211	41	1	additionally	additionally	ADV
fbem-29211	41	2	,	,	PUNCT
fbem-29211	41	3	the	the	DET
fbem-29211	41	4	plot	plot	NOUN
fbem-29211	41	5	reveals	reveal	VERB
fbem-29211	41	6	some	some	DET
fbem-29211	41	7	exceptional	exceptional	ADJ
fbem-29211	41	8	data	datum	NOUN
fbem-29211	41	9	points	point	NOUN
fbem-29211	41	10	,	,	PUNCT
fbem-29211	41	11	including	include	VERB
fbem-29211	41	12	high	high	ADV
fbem-29211	41	13	-	-	PUNCT
fbem-29211	41	14	priced	price	VERB
fbem-29211	41	15	units	unit	NOUN
fbem-29211	41	16	exceeding	exceed	VERB
fbem-29211	41	17	$	$	SYM
fbem-29211	41	18	20,000	20,000	NUM
fbem-29211	41	19	and	and	CCONJ
fbem-29211	41	20	low	low	ADV
fbem-29211	41	21	-	-	PUNCT
fbem-29211	41	22	priced	price	VERB
fbem-29211	41	23	units	unit	NOUN
fbem-29211	41	24	with	with	ADP
fbem-29211	41	25	a	a	DET
fbem-29211	41	26	substantial	substantial	ADJ
fbem-29211	41	27	number	number	NOUN
fbem-29211	41	28	of	of	ADP
fbem-29211	41	29	households	household	NOUN
fbem-29211	41	30	,	,	PUNCT
fbem-29211	41	31	suggesting	suggest	VERB
fbem-29211	41	32	that	that	SCONJ
fbem-29211	41	33	larger	large	ADJ
fbem-29211	41	34	communities	community	NOUN
fbem-29211	41	35	may	may	AUX
fbem-29211	41	36	benefit	benefit	VERB
fbem-29211	41	37	from	from	ADP
fbem-29211	41	38	lower	low	ADJ
fbem-29211	41	39	unit	unit	NOUN
fbem-29211	41	40	prices	price	NOUN
fbem-29211	41	41	due	due	ADJ
fbem-29211	41	42	to	to	ADP
fbem-29211	41	43	economies	economy	NOUN
fbem-29211	41	44	of	of	ADP
fbem-29211	41	45	scale	scale	NOUN
fbem-29211	41	46	.	.	PUNCT
fbem-29211	42	1	figure	figure	NOUN
fbem-29211	42	2	2	2	NUM
fbem-29211	42	3	.	.	PUNCT
fbem-29211	42	4	box	box	NOUN
fbem-29211	42	5	plot	plot	NOUN
fbem-29211	42	6	of	of	ADP
fbem-29211	42	7	the	the	DET
fbem-29211	42	8	variation	variation	NOUN
fbem-29211	42	9	in	in	ADP
fbem-29211	42	10	property	property	NOUN
fbem-29211	42	11	management	management	NOUN
fbem-29211	42	12	fees	fee	NOUN
fbem-29211	42	13	across	across	ADP
fbem-29211	42	14	different	different	ADJ
fbem-29211	42	15	building	building	NOUN
fbem-29211	42	16	types	type	NOUN
fbem-29211	42	17	figure	figure	VERB
fbem-29211	42	18	2	2	NUM
fbem-29211	42	19	illustrates	illustrate	VERB
fbem-29211	42	20	the	the	DET
fbem-29211	42	21	variation	variation	NOUN
fbem-29211	42	22	in	in	ADP
fbem-29211	42	23	property	property	NOUN
fbem-29211	42	24	management	management	NOUN
fbem-29211	42	25	fees	fee	NOUN
fbem-29211	42	26	across	across	ADP
fbem-29211	42	27	different	different	ADJ
fbem-29211	42	28	building	building	NOUN
fbem-29211	42	29	types	type	NOUN
fbem-29211	42	30	.	.	PUNCT
fbem-29211	43	1	it	it	PRON
fbem-29211	43	2	is	be	AUX
fbem-29211	43	3	evident	evident	ADJ
fbem-29211	43	4	that	that	SCONJ
fbem-29211	43	5	there	there	PRON
fbem-29211	43	6	are	be	VERB
fbem-29211	43	7	substantial	substantial	ADJ
fbem-29211	43	8	differences	difference	NOUN
fbem-29211	43	9	in	in	ADP
fbem-29211	43	10	fees	fee	NOUN
fbem-29211	43	11	among	among	ADP
fbem-29211	43	12	various	various	ADJ
fbem-29211	43	13	building	building	NOUN
fbem-29211	43	14	types	type	NOUN
fbem-29211	43	15	,	,	PUNCT
fbem-29211	43	16	with	with	ADP
fbem-29211	43	17	some	some	DET
fbem-29211	43	18	types	type	NOUN
fbem-29211	43	19	,	,	PUNCT
fbem-29211	43	20	like	like	ADP
fbem-29211	43	21	multi	multi	NOUN
fbem-29211	43	22	-	-	NOUN
fbem-29211	43	23	story	story	ADJ
fbem-29211	43	24	and	and	CCONJ
fbem-29211	43	25	mid	mid	NOUN
fbem-29211	43	26	-	-	NOUN
fbem-29211	43	27	rise	rise	NOUN
fbem-29211	43	28	,	,	PUNCT
fbem-29211	43	29	exhibiting	exhibit	VERB
fbem-29211	43	30	lower	low	ADJ
fbem-29211	43	31	medians	median	NOUN
fbem-29211	43	32	,	,	PUNCT
fbem-29211	43	33	while	while	SCONJ
fbem-29211	43	34	others	other	NOUN
fbem-29211	43	35	,	,	PUNCT
fbem-29211	43	36	such	such	ADJ
fbem-29211	43	37	as	as	ADP
fbem-29211	43	38	high	high	ADJ
fbem-29211	43	39	-	-	PUNCT
fbem-29211	43	40	rise	rise	NOUN
fbem-29211	43	41	and	and	CCONJ
fbem-29211	43	42	super	super	ADJ
fbem-29211	43	43	highrise	highrise	NOUN
fbem-29211	43	44	,	,	PUNCT
fbem-29211	43	45	which	which	PRON
fbem-29211	43	46	include	include	VERB
fbem-29211	43	47	extremely	extremely	ADV
fbem-29211	43	48	tall	tall	ADJ
fbem-29211	43	49	structures	structure	NOUN
fbem-29211	43	50	,	,	PUNCT
fbem-29211	43	51	demonstrate	demonstrate	VERB
fbem-29211	43	52	higher	high	ADJ
fbem-29211	43	53	medians	median	NOUN
fbem-29211	43	54	.	.	PUNCT
fbem-29211	44	1	additionally	additionally	ADV
fbem-29211	44	2	,	,	PUNCT
fbem-29211	44	3	the	the	DET
fbem-29211	44	4	graph	graph	NOUN
fbem-29211	44	5	highlights	highlight	VERB
fbem-29211	44	6	the	the	DET
fbem-29211	44	7	presence	presence	NOUN
fbem-29211	44	8	of	of	ADP
fbem-29211	44	9	several	several	ADJ
fbem-29211	44	10	outliers	outlier	NOUN
fbem-29211	44	11	,	,	PUNCT
fbem-29211	44	12	particularly	particularly	ADV
fbem-29211	44	13	among	among	ADP
fbem-29211	44	14	the	the	DET
fbem-29211	44	15	building	building	NOUN
fbem-29211	44	16	types	type	NOUN
fbem-29211	44	17	with	with	ADP
fbem-29211	44	18	higher	high	ADJ
fbem-29211	44	19	fees	fee	NOUN
fbem-29211	44	20	.	.	PUNCT
fbem-29211	45	1	generally	generally	ADV
fbem-29211	45	2	,	,	PUNCT
fbem-29211	45	3	there	there	PRON
fbem-29211	45	4	is	be	VERB
fbem-29211	45	5	a	a	DET
fbem-29211	45	6	correlation	correlation	NOUN
fbem-29211	45	7	between	between	ADP
fbem-29211	45	8	the	the	DET
fbem-29211	45	9	complexity	complexity	NOUN
fbem-29211	45	10	of	of	ADP
fbem-29211	45	11	building	building	NOUN
fbem-29211	45	12	types	type	NOUN
fbem-29211	45	13	and	and	CCONJ
fbem-29211	45	14	the	the	DET
fbem-29211	45	15	level	level	NOUN
fbem-29211	45	16	of	of	ADP
fbem-29211	45	17	92	92	NUM
fbem-29211	45	18	property	property	NOUN
fbem-29211	45	19	management	management	NOUN
fbem-29211	45	20	fees	fee	NOUN
fbem-29211	45	21	,	,	PUNCT
fbem-29211	45	22	as	as	ADP
fbem-29211	45	23	taller	tall	ADJ
fbem-29211	45	24	or	or	CCONJ
fbem-29211	45	25	super	super	ADJ
fbem-29211	45	26	-	-	ADJ
fbem-29211	45	27	tall	tall	ADJ
fbem-29211	45	28	buildings	building	NOUN
fbem-29211	45	29	tend	tend	VERB
fbem-29211	45	30	to	to	PART
fbem-29211	45	31	incur	incur	VERB
fbem-29211	45	32	higher	high	ADJ
fbem-29211	45	33	fees	fee	NOUN
fbem-29211	45	34	.	.	PUNCT
fbem-29211	46	1	2.2	2.2	NUM
fbem-29211	46	2	.	.	PUNCT
fbem-29211	46	3	weather	weather	NOUN
fbem-29211	46	4	and	and	CCONJ
fbem-29211	46	5	emergencies	emergency	NOUN
fbem-29211	46	6	in	in	ADP
fbem-29211	46	7	order	order	NOUN
fbem-29211	46	8	to	to	PART
fbem-29211	46	9	assess	assess	VERB
fbem-29211	46	10	the	the	DET
fbem-29211	46	11	resilience	resilience	NOUN
fbem-29211	46	12	of	of	ADP
fbem-29211	46	13	the	the	DET
fbem-29211	46	14	two	two	NUM
fbem-29211	46	15	cities	city	NOUN
fbem-29211	46	16	to	to	ADP
fbem-29211	46	17	extreme	extreme	ADJ
fbem-29211	46	18	weather	weather	NOUN
fbem-29211	46	19	and	and	CCONJ
fbem-29211	46	20	emergencies	emergency	NOUN
fbem-29211	46	21	,	,	PUNCT
fbem-29211	46	22	we	we	PRON
fbem-29211	46	23	analyze	analyze	VERB
fbem-29211	46	24	relevant	relevant	ADJ
fbem-29211	46	25	data	datum	NOUN
fbem-29211	46	26	from	from	ADP
fbem-29211	46	27	multiple	multiple	ADJ
fbem-29211	46	28	perspectives	perspective	NOUN
fbem-29211	46	29	[	[	X
fbem-29211	46	30	6	6	NUM
fbem-29211	46	31	]	]	PUNCT
fbem-29211	46	32	.	.	PUNCT
fbem-29211	47	1	(	(	PUNCT
fbem-29211	47	2	1	1	X
fbem-29211	47	3	)	)	PUNCT
fbem-29211	47	4	critical	critical	ADJ
fbem-29211	47	5	infrastructure	infrastructure	NOUN
fbem-29211	47	6	assessment	assessment	NOUN
fbem-29211	47	7	(	(	PUNCT
fbem-29211	47	8	2	2	NUM
fbem-29211	47	9	)	)	PUNCT
fbem-29211	47	10	emergency	emergency	NOUN
fbem-29211	47	11	service	service	NOUN
fbem-29211	47	12	assessment	assessment	NOUN
fbem-29211	47	13	(	(	PUNCT
fbem-29211	47	14	3	3	X
fbem-29211	47	15	)	)	PUNCT
fbem-29211	47	16	emergency	emergency	NOUN
fbem-29211	47	17	response	response	NOUN
fbem-29211	47	18	capability	capability	NOUN
fbem-29211	47	19	(	(	PUNCT
fbem-29211	47	20	4	4	X
fbem-29211	47	21	)	)	PUNCT
fbem-29211	47	22	environmental	environmental	ADJ
fbem-29211	47	23	adaptability	adaptability	NOUN
fbem-29211	47	24	assessment	assessment	NOUN
fbem-29211	47	25	(	(	PUNCT
fbem-29211	47	26	5	5	NUM
fbem-29211	47	27	)	)	PUNCT
fbem-29211	47	28	regional	regional	ADJ
fbem-29211	47	29	vulnerability	vulnerability	NOUN
fbem-29211	47	30	analysis	analysis	NOUN
fbem-29211	47	31	through	through	ADP
fbem-29211	47	32	these	these	DET
fbem-29211	47	33	steps	step	NOUN
fbem-29211	47	34	,	,	PUNCT
fbem-29211	47	35	we	we	PRON
fbem-29211	47	36	get	get	VERB
fbem-29211	47	37	some	some	DET
fbem-29211	47	38	scatter	scatter	NOUN
fbem-29211	47	39	plot	plot	NOUN
fbem-29211	47	40	in	in	ADP
fbem-29211	47	41	figure	figure	NOUN
fbem-29211	47	42	3	3	NUM
fbem-29211	47	43	and	and	CCONJ
fbem-29211	47	44	figure	figure	VERB
fbem-29211	47	45	4	4	NUM
fbem-29211	47	46	:	:	PUNCT
fbem-29211	47	47	figure	figure	NOUN
fbem-29211	47	48	3	3	NUM
fbem-29211	47	49	.	.	PUNCT
fbem-29211	48	1	the	the	DET
fbem-29211	48	2	distribution	distribution	NOUN
fbem-29211	48	3	of	of	ADP
fbem-29211	48	4	changchun	changchun	NOUN
fbem-29211	48	5	figure	figure	NOUN
fbem-29211	48	6	4	4	NUM
fbem-29211	48	7	.	.	PUNCT
fbem-29211	49	1	the	the	DET
fbem-29211	49	2	distribution	distribution	NOUN
fbem-29211	49	3	of	of	ADP
fbem-29211	49	4	hohhot	hohhot	ADJ
fbem-29211	49	5	3	3	NUM
fbem-29211	49	6	.	.	NOUN
fbem-29211	49	7	results	result	NOUN
fbem-29211	49	8	and	and	CCONJ
fbem-29211	49	9	discussion	discussion	NOUN
fbem-29211	49	10	3.1	3.1	NUM
fbem-29211	49	11	.	.	PUNCT
fbem-29211	49	12	results	result	NOUN
fbem-29211	49	13	according	accord	VERB
fbem-29211	49	14	to	to	ADP
fbem-29211	49	15	the	the	DET
fbem-29211	49	16	steps	step	NOUN
fbem-29211	49	17	below	below	ADV
fbem-29211	49	18	,	,	PUNCT
fbem-29211	49	19	we	we	PRON
fbem-29211	49	20	know	know	VERB
fbem-29211	49	21	the	the	DET
fbem-29211	49	22	distribution	distribution	NOUN
fbem-29211	49	23	of	of	ADP
fbem-29211	49	24	changchun	changchun	NOUN
fbem-29211	49	25	and	and	CCONJ
fbem-29211	49	26	hohhot	hohhot	ADJ
fbem-29211	49	27	:	:	PUNCT
fbem-29211	49	28	(	(	PUNCT
fbem-29211	49	29	1	1	X
fbem-29211	49	30	)	)	PUNCT
fbem-29211	49	31	changchun	changchun	NOUN
fbem-29211	49	32	city	city	NOUN
fbem-29211	49	33	short	short	ADJ
fbem-29211	49	34	-	-	PUNCT
fbem-29211	49	35	term	term	NOUN
fbem-29211	49	36	plan	plan	NOUN
fbem-29211	49	37	:	:	PUNCT
fbem-29211	49	38	a.	a.	NOUN
fbem-29211	49	39	transportation	transportation	NOUN
fbem-29211	49	40	network	network	NOUN
fbem-29211	49	41	enhancement	enhancement	NOUN
fbem-29211	49	42	:	:	PUNCT
fbem-29211	49	43	focus	focus	VERB
fbem-29211	49	44	resources	resource	NOUN
fbem-29211	49	45	on	on	ADP
fbem-29211	49	46	improving	improve	VERB
fbem-29211	49	47	the	the	DET
fbem-29211	49	48	public	public	ADJ
fbem-29211	49	49	transit	transit	NOUN
fbem-29211	49	50	network	network	NOUN
fbem-29211	49	51	connecting	connect	VERB
fbem-29211	49	52	the	the	DET
fbem-29211	49	53	central	central	ADJ
fbem-29211	49	54	urban	urban	ADJ
fbem-29211	49	55	area	area	NOUN
fbem-29211	49	56	to	to	ADP
fbem-29211	49	57	the	the	DET
fbem-29211	49	58	periphery	periphery	NOUN
fbem-29211	49	59	,	,	PUNCT
fbem-29211	49	60	and	and	CCONJ
fbem-29211	49	61	mitigate	mitigate	VERB
fbem-29211	49	62	commuting	commuting	NOUN
fbem-29211	49	63	pressure	pressure	NOUN
fbem-29211	49	64	in	in	ADP
fbem-29211	49	65	the	the	DET
fbem-29211	49	66	central	central	ADJ
fbem-29211	49	67	urban	urban	ADJ
fbem-29211	49	68	area	area	NOUN
fbem-29211	49	69	by	by	ADP
fbem-29211	49	70	adding	add	VERB
fbem-29211	49	71	bus	bus	NOUN
fbem-29211	49	72	routes	route	NOUN
fbem-29211	49	73	and	and	CCONJ
fbem-29211	49	74	refining	refining	NOUN
fbem-29211	49	75	road	road	NOUN
fbem-29211	49	76	configurations	configuration	NOUN
fbem-29211	49	77	.	.	PUNCT
fbem-29211	50	1	b.	b.	PROPN
fbem-29211	50	2	site	site	NOUN
fbem-29211	50	3	selection	selection	NOUN
fbem-29211	50	4	for	for	ADP
fbem-29211	50	5	key	key	ADJ
fbem-29211	50	6	public	public	ADJ
fbem-29211	50	7	facilities	facility	NOUN
fbem-29211	50	8	:	:	PUNCT
fbem-29211	50	9	give	give	VERB
fbem-29211	50	10	priority	priority	NOUN
fbem-29211	50	11	to	to	ADP
fbem-29211	50	12	peripheral	peripheral	ADJ
fbem-29211	50	13	areas	area	NOUN
fbem-29211	50	14	with	with	ADP
fbem-29211	50	15	significant	significant	ADJ
fbem-29211	50	16	population	population	NOUN
fbem-29211	50	17	densities	density	NOUN
fbem-29211	50	18	for	for	ADP
fbem-29211	50	19	the	the	DET
fbem-29211	50	20	construction	construction	NOUN
fbem-29211	50	21	of	of	ADP
fbem-29211	50	22	community	community	NOUN
fbem-29211	50	23	libraries	library	NOUN
fbem-29211	50	24	,	,	PUNCT
fbem-29211	50	25	small	small	ADJ
fbem-29211	50	26	parks	park	NOUN
fbem-29211	50	27	,	,	PUNCT
fbem-29211	50	28	and	and	CCONJ
fbem-29211	50	29	other	other	ADJ
fbem-29211	50	30	infrastructures	infrastructure	NOUN
fbem-29211	50	31	to	to	PART
fbem-29211	50	32	bolster	bolster	VERB
fbem-29211	50	33	local	local	ADJ
fbem-29211	50	34	living	living	NOUN
fbem-29211	50	35	convenience	convenience	NOUN
fbem-29211	50	36	.	.	PUNCT
fbem-29211	51	1	long	long	ADJ
fbem-29211	51	2	-	-	PUNCT
fbem-29211	51	3	term	term	NOUN
fbem-29211	51	4	plan	plan	NOUN
fbem-29211	51	5	:	:	PUNCT
fbem-29211	51	6	a.	a.	NOUN
fbem-29211	51	7	peripheral	peripheral	PROPN
fbem-29211	51	8	comprehensive	comprehensive	ADJ
fbem-29211	51	9	development	development	NOUN
fbem-29211	51	10	plan	plan	NOUN
fbem-29211	51	11	:	:	PUNCT
fbem-29211	51	12	plan	plan	VERB
fbem-29211	51	13	and	and	CCONJ
fbem-29211	51	14	implement	implement	VERB
fbem-29211	51	15	comprehensive	comprehensive	ADJ
fbem-29211	51	16	commercial	commercial	ADJ
fbem-29211	51	17	-	-	PUNCT
fbem-29211	51	18	residential	residential	ADJ
fbem-29211	51	19	mixed	mixed	ADJ
fbem-29211	51	20	areas	area	NOUN
fbem-29211	51	21	in	in	ADP
fbem-29211	51	22	peripheral	peripheral	ADJ
fbem-29211	51	23	areas	area	NOUN
fbem-29211	51	24	,	,	PUNCT
fbem-29211	51	25	encourage	encourage	VERB
fbem-29211	51	26	enterprises	enterprise	NOUN
fbem-29211	51	27	and	and	CCONJ
fbem-29211	51	28	residents	resident	NOUN
fbem-29211	51	29	to	to	PART
fbem-29211	51	30	move	move	VERB
fbem-29211	51	31	in	in	ADV
fbem-29211	51	32	,	,	PUNCT
fbem-29211	51	33	and	and	CCONJ
fbem-29211	51	34	promote	promote	VERB
fbem-29211	51	35	economic	economic	ADJ
fbem-29211	51	36	activities	activity	NOUN
fbem-29211	51	37	and	and	CCONJ
fbem-29211	51	38	living	live	VERB
fbem-29211	51	39	convenience	convenience	NOUN
fbem-29211	51	40	in	in	ADP
fbem-29211	51	41	the	the	DET
fbem-29211	51	42	area	area	NOUN
fbem-29211	51	43	[	[	X
fbem-29211	51	44	7	7	NUM
fbem-29211	51	45	]	]	PUNCT
fbem-29211	51	46	.	.	PUNCT
fbem-29211	52	1	b.	b.	PROPN
fbem-29211	52	2	green	green	PROPN
fbem-29211	52	3	transportation	transportation	PROPN
fbem-29211	52	4	construction	construction	NOUN
fbem-29211	52	5	:	:	PUNCT
fbem-29211	52	6	invest	invest	VERB
fbem-29211	52	7	in	in	ADP
fbem-29211	52	8	the	the	DET
fbem-29211	52	9	construction	construction	NOUN
fbem-29211	52	10	of	of	ADP
fbem-29211	52	11	rail	rail	NOUN
fbem-29211	52	12	transit	transit	NOUN
fbem-29211	52	13	and	and	CCONJ
fbem-29211	52	14	brt	brt	PROPN
fbem-29211	52	15	(	(	PUNCT
fbem-29211	52	16	bus	bus	NOUN
fbem-29211	52	17	rapid	rapid	ADJ
fbem-29211	52	18	transit	transit	NOUN
fbem-29211	52	19	system	system	NOUN
fbem-29211	52	20	)	)	PUNCT
fbem-29211	52	21	to	to	PART
fbem-29211	52	22	connect	connect	VERB
fbem-29211	52	23	the	the	DET
fbem-29211	52	24	central	central	ADJ
fbem-29211	52	25	urban	urban	ADJ
fbem-29211	52	26	area	area	NOUN
fbem-29211	52	27	and	and	CCONJ
fbem-29211	52	28	peripheral	peripheral	ADJ
fbem-29211	52	29	areas	area	NOUN
fbem-29211	52	30	,	,	PUNCT
fbem-29211	52	31	reduce	reduce	VERB
fbem-29211	52	32	carbon	carbon	NOUN
fbem-29211	52	33	emissions	emission	NOUN
fbem-29211	52	34	,	,	PUNCT
fbem-29211	52	35	and	and	CCONJ
fbem-29211	52	36	promote	promote	VERB
fbem-29211	52	37	sustainable	sustainable	ADJ
fbem-29211	52	38	development	development	NOUN
fbem-29211	52	39	of	of	ADP
fbem-29211	52	40	the	the	DET
fbem-29211	52	41	city	city	NOUN
fbem-29211	52	42	[	[	X
fbem-29211	52	43	7	7	NUM
fbem-29211	52	44	,	,	PUNCT
fbem-29211	52	45	8	8	NUM
fbem-29211	52	46	]	]	PUNCT
fbem-29211	52	47	.	.	PUNCT
fbem-29211	53	1	93	93	NUM
fbem-29211	53	2	(	(	PUNCT
fbem-29211	53	3	2	2	NUM
fbem-29211	53	4	)	)	PUNCT
fbem-29211	53	5	hohhot	hohhot	ADJ
fbem-29211	53	6	short	short	ADJ
fbem-29211	53	7	-	-	PUNCT
fbem-29211	53	8	term	term	NOUN
fbem-29211	53	9	plan	plan	NOUN
fbem-29211	53	10	:	:	PUNCT
fbem-29211	53	11	a.	a.	NOUN
fbem-29211	53	12	core	core	PROPN
fbem-29211	53	13	-	-	PUNCT
fbem-29211	53	14	to	to	ADP
fbem-29211	53	15	-	-	PUNCT
fbem-29211	53	16	periphery	periphery	NOUN
fbem-29211	53	17	transportation	transportation	NOUN
fbem-29211	53	18	improvement	improvement	NOUN
fbem-29211	53	19	:	:	PUNCT
fbem-29211	53	20	optimize	optimize	VERB
fbem-29211	53	21	transportation	transportation	NOUN
fbem-29211	53	22	facilities	facility	NOUN
fbem-29211	53	23	from	from	ADP
fbem-29211	53	24	the	the	DET
fbem-29211	53	25	center	center	NOUN
fbem-29211	53	26	to	to	ADP
fbem-29211	53	27	the	the	DET
fbem-29211	53	28	periphery	periphery	NOUN
fbem-29211	53	29	,	,	PUNCT
fbem-29211	53	30	including	include	VERB
fbem-29211	53	31	increasing	increase	VERB
fbem-29211	53	32	bus	bus	NOUN
fbem-29211	53	33	routes	route	NOUN
fbem-29211	53	34	and	and	CCONJ
fbem-29211	53	35	road	road	NOUN
fbem-29211	53	36	maintenance	maintenance	NOUN
fbem-29211	53	37	to	to	PART
fbem-29211	53	38	improve	improve	VERB
fbem-29211	53	39	commuting	commute	VERB
fbem-29211	53	40	convenience	convenience	NOUN
fbem-29211	53	41	.	.	PUNCT
fbem-29211	54	1	b.	b.	NOUN
fbem-29211	54	2	addition	addition	NOUN
fbem-29211	54	3	of	of	ADP
fbem-29211	54	4	medical	medical	ADJ
fbem-29211	54	5	facilities	facility	NOUN
fbem-29211	54	6	:	:	PUNCT
fbem-29211	54	7	prioritize	prioritize	VERB
fbem-29211	54	8	the	the	DET
fbem-29211	54	9	establishment	establishment	NOUN
fbem-29211	54	10	of	of	ADP
fbem-29211	54	11	small	small	ADJ
fbem-29211	54	12	medical	medical	ADJ
fbem-29211	54	13	stations	station	NOUN
fbem-29211	54	14	or	or	CCONJ
fbem-29211	54	15	community	community	NOUN
fbem-29211	54	16	clinics	clinic	NOUN
fbem-29211	54	17	in	in	ADP
fbem-29211	54	18	remote	remote	ADJ
fbem-29211	54	19	areas	area	NOUN
fbem-29211	54	20	to	to	PART
fbem-29211	54	21	ensure	ensure	VERB
fbem-29211	54	22	basic	basic	ADJ
fbem-29211	54	23	medical	medical	ADJ
fbem-29211	54	24	insurance	insurance	NOUN
fbem-29211	54	25	coverage	coverage	NOUN
fbem-29211	54	26	and	and	CCONJ
fbem-29211	54	27	improve	improve	VERB
fbem-29211	54	28	the	the	DET
fbem-29211	54	29	quality	quality	NOUN
fbem-29211	54	30	of	of	ADP
fbem-29211	54	31	life	life	NOUN
fbem-29211	54	32	of	of	ADP
fbem-29211	54	33	residents	resident	NOUN
fbem-29211	54	34	.	.	PUNCT
fbem-29211	55	1	long	long	ADJ
fbem-29211	55	2	-	-	PUNCT
fbem-29211	55	3	term	term	NOUN
fbem-29211	55	4	plan	plan	NOUN
fbem-29211	55	5	:	:	PUNCT
fbem-29211	55	6	a.	a.	PROPN
fbem-29211	55	7	regional	regional	PROPN
fbem-29211	55	8	transportation	transportation	PROPN
fbem-29211	55	9	hub	hub	NOUN
fbem-29211	55	10	construction	construction	NOUN
fbem-29211	55	11	:	:	PUNCT
fbem-29211	55	12	build	build	VERB
fbem-29211	55	13	transportation	transportation	NOUN
fbem-29211	55	14	hubs	hub	NOUN
fbem-29211	55	15	to	to	PART
fbem-29211	55	16	connect	connect	VERB
fbem-29211	55	17	multiple	multiple	ADJ
fbem-29211	55	18	urban	urban	ADJ
fbem-29211	55	19	areas	area	NOUN
fbem-29211	55	20	,	,	PUNCT
fbem-29211	55	21	improve	improve	VERB
fbem-29211	55	22	the	the	DET
fbem-29211	55	23	efficiency	efficiency	NOUN
fbem-29211	55	24	of	of	ADP
fbem-29211	55	25	the	the	DET
fbem-29211	55	26	overall	overall	ADJ
fbem-29211	55	27	transportation	transportation	NOUN
fbem-29211	55	28	system	system	NOUN
fbem-29211	55	29	,	,	PUNCT
fbem-29211	55	30	and	and	CCONJ
fbem-29211	55	31	encourage	encourage	VERB
fbem-29211	55	32	the	the	DET
fbem-29211	55	33	gathering	gathering	NOUN
fbem-29211	55	34	of	of	ADP
fbem-29211	55	35	economy	economy	NOUN
fbem-29211	55	36	and	and	CCONJ
fbem-29211	55	37	residents	resident	NOUN
fbem-29211	55	38	in	in	ADP
fbem-29211	55	39	peripheral	peripheral	ADJ
fbem-29211	55	40	areas	area	NOUN
fbem-29211	55	41	.	.	PUNCT
fbem-29211	56	1	b.	b.	PROPN
fbem-29211	56	2	tourism	tourism	PROPN
fbem-29211	56	3	service	service	NOUN
fbem-29211	56	4	improvement	improvement	NOUN
fbem-29211	56	5	:	:	PUNCT
fbem-29211	56	6	invest	invest	VERB
fbem-29211	56	7	in	in	ADP
fbem-29211	56	8	infrastructure	infrastructure	NOUN
fbem-29211	56	9	construction	construction	NOUN
fbem-29211	56	10	near	near	ADP
fbem-29211	56	11	tourist	tourist	NOUN
fbem-29211	56	12	attractions	attraction	NOUN
fbem-29211	56	13	,	,	PUNCT
fbem-29211	56	14	including	include	VERB
fbem-29211	56	15	accommodation	accommodation	NOUN
fbem-29211	56	16	,	,	PUNCT
fbem-29211	56	17	catering	catering	NOUN
fbem-29211	56	18	and	and	CCONJ
fbem-29211	56	19	commercial	commercial	ADJ
fbem-29211	56	20	services	service	NOUN
fbem-29211	56	21	,	,	PUNCT
fbem-29211	56	22	to	to	PART
fbem-29211	56	23	promote	promote	VERB
fbem-29211	56	24	tourism	tourism	NOUN
fbem-29211	56	25	development	development	NOUN
fbem-29211	56	26	and	and	CCONJ
fbem-29211	56	27	increase	increase	VERB
fbem-29211	56	28	urban	urban	ADJ
fbem-29211	56	29	income	income	NOUN
fbem-29211	56	30	.	.	PUNCT
fbem-29211	57	1	3.2	3.2	NUM
fbem-29211	57	2	.	.	PUNCT
fbem-29211	57	3	discussion	discussion	NOUN
fbem-29211	57	4	the	the	DET
fbem-29211	57	5	assessment	assessment	NOUN
fbem-29211	57	6	of	of	ADP
fbem-29211	57	7	urban	urban	ADJ
fbem-29211	57	8	resilience	resilience	NOUN
fbem-29211	57	9	revealed	reveal	VERB
fbem-29211	57	10	that	that	SCONJ
fbem-29211	57	11	both	both	DET
fbem-29211	57	12	cities	city	NOUN
fbem-29211	57	13	are	be	AUX
fbem-29211	57	14	vulnerable	vulnerable	ADJ
fbem-29211	57	15	to	to	ADP
fbem-29211	57	16	extreme	extreme	ADJ
fbem-29211	57	17	weather	weather	NOUN
fbem-29211	57	18	events	event	NOUN
fbem-29211	57	19	and	and	CCONJ
fbem-29211	57	20	emergencies	emergency	NOUN
fbem-29211	57	21	,	,	PUNCT
fbem-29211	57	22	though	though	SCONJ
fbem-29211	57	23	their	their	PRON
fbem-29211	57	24	resilience	resilience	NOUN
fbem-29211	57	25	strategies	strategy	NOUN
fbem-29211	57	26	differ	differ	VERB
fbem-29211	57	27	.	.	PUNCT
fbem-29211	58	1	changchun	changchun	PROPN
fbem-29211	58	2	’s	’s	PART
fbem-29211	58	3	robust	robust	ADJ
fbem-29211	58	4	transportation	transportation	NOUN
fbem-29211	58	5	network	network	NOUN
fbem-29211	58	6	stands	stand	VERB
fbem-29211	58	7	in	in	ADP
fbem-29211	58	8	contrast	contrast	NOUN
fbem-29211	58	9	to	to	ADP
fbem-29211	58	10	the	the	DET
fbem-29211	58	11	limited	limited	ADJ
fbem-29211	58	12	medical	medical	ADJ
fbem-29211	58	13	infrastructure	infrastructure	NOUN
fbem-29211	58	14	in	in	ADP
fbem-29211	58	15	peripheral	peripheral	ADJ
fbem-29211	58	16	areas	area	NOUN
fbem-29211	58	17	,	,	PUNCT
fbem-29211	58	18	while	while	SCONJ
fbem-29211	58	19	hohhot	hohhot	ADJ
fbem-29211	58	20	faces	face	VERB
fbem-29211	58	21	transportation	transportation	NOUN
fbem-29211	58	22	challenges	challenge	NOUN
fbem-29211	58	23	,	,	PUNCT
fbem-29211	58	24	especially	especially	ADV
fbem-29211	58	25	during	during	ADP
fbem-29211	58	26	extreme	extreme	ADJ
fbem-29211	58	27	weather	weather	NOUN
fbem-29211	58	28	conditions	condition	NOUN
fbem-29211	58	29	.	.	PUNCT
fbem-29211	59	1	the	the	DET
fbem-29211	59	2	uneven	uneven	ADJ
fbem-29211	59	3	distribution	distribution	NOUN
fbem-29211	59	4	of	of	ADP
fbem-29211	59	5	public	public	ADJ
fbem-29211	59	6	facilities	facility	NOUN
fbem-29211	59	7	and	and	CCONJ
fbem-29211	59	8	healthcare	healthcare	NOUN
fbem-29211	59	9	resources	resource	NOUN
fbem-29211	59	10	highlights	highlight	VERB
fbem-29211	59	11	the	the	DET
fbem-29211	59	12	need	need	NOUN
fbem-29211	59	13	for	for	ADP
fbem-29211	59	14	more	more	ADV
fbem-29211	59	15	targeted	target	VERB
fbem-29211	59	16	investments	investment	NOUN
fbem-29211	59	17	in	in	ADP
fbem-29211	59	18	infrastructure	infrastructure	NOUN
fbem-29211	59	19	to	to	PART
fbem-29211	59	20	improve	improve	VERB
fbem-29211	59	21	resilience	resilience	NOUN
fbem-29211	59	22	[	[	X
fbem-29211	59	23	9	9	NUM
fbem-29211	59	24	]	]	PUNCT
fbem-29211	59	25	.	.	PUNCT
fbem-29211	60	1	overall	overall	ADV
fbem-29211	60	2	,	,	PUNCT
fbem-29211	60	3	the	the	DET
fbem-29211	60	4	study	study	NOUN
fbem-29211	60	5	highlights	highlight	VERB
fbem-29211	60	6	the	the	DET
fbem-29211	60	7	need	need	NOUN
fbem-29211	60	8	for	for	ADP
fbem-29211	60	9	a	a	DET
fbem-29211	60	10	tailored	tailor	VERB
fbem-29211	60	11	,	,	PUNCT
fbem-29211	60	12	datadriven	datadriven	ADJ
fbem-29211	60	13	approach	approach	NOUN
fbem-29211	60	14	to	to	ADP
fbem-29211	60	15	urban	urban	ADJ
fbem-29211	60	16	planning	planning	NOUN
fbem-29211	60	17	that	that	PRON
fbem-29211	60	18	balances	balance	VERB
fbem-29211	60	19	economic	economic	ADJ
fbem-29211	60	20	growth	growth	NOUN
fbem-29211	60	21	,	,	PUNCT
fbem-29211	60	22	environmental	environmental	ADJ
fbem-29211	60	23	sustainability	sustainability	NOUN
fbem-29211	60	24	,	,	PUNCT
fbem-29211	60	25	and	and	CCONJ
fbem-29211	60	26	social	social	ADJ
fbem-29211	60	27	equity	equity	NOUN
fbem-29211	60	28	.	.	PUNCT
fbem-29211	61	1	while	while	SCONJ
fbem-29211	61	2	both	both	PRON
fbem-29211	61	3	changchun	changchun	NOUN
fbem-29211	61	4	and	and	CCONJ
fbem-29211	61	5	hohhot	hohhot	ADJ
fbem-29211	61	6	possess	possess	NOUN
fbem-29211	61	7	strong	strong	ADJ
fbem-29211	61	8	economic	economic	ADJ
fbem-29211	61	9	foundations	foundation	NOUN
fbem-29211	61	10	and	and	CCONJ
fbem-29211	61	11	infrastructure	infrastructure	NOUN
fbem-29211	61	12	,	,	PUNCT
fbem-29211	61	13	they	they	PRON
fbem-29211	61	14	must	must	AUX
fbem-29211	61	15	address	address	VERB
fbem-29211	61	16	service	service	NOUN
fbem-29211	61	17	distribution	distribution	NOUN
fbem-29211	61	18	disparities	disparity	NOUN
fbem-29211	61	19	,	,	PUNCT
fbem-29211	61	20	housing	housing	NOUN
fbem-29211	61	21	affordability	affordability	NOUN
fbem-29211	61	22	,	,	PUNCT
fbem-29211	61	23	and	and	CCONJ
fbem-29211	61	24	urban	urban	ADJ
fbem-29211	61	25	resilience	resilience	NOUN
fbem-29211	61	26	to	to	PART
fbem-29211	61	27	achieve	achieve	VERB
fbem-29211	61	28	long	long	ADJ
fbem-29211	61	29	-	-	PUNCT
fbem-29211	61	30	term	term	NOUN
fbem-29211	61	31	sustainable	sustainable	ADJ
fbem-29211	61	32	development	development	NOUN
fbem-29211	61	33	.	.	PUNCT
fbem-29211	62	1	the	the	DET
fbem-29211	62	2	integration	integration	NOUN
fbem-29211	62	3	of	of	ADP
fbem-29211	62	4	smart	smart	ADJ
fbem-29211	62	5	city	city	NOUN
fbem-29211	62	6	technologies	technology	NOUN
fbem-29211	62	7	offers	offer	VERB
fbem-29211	62	8	a	a	DET
fbem-29211	62	9	powerful	powerful	ADJ
fbem-29211	62	10	tool	tool	NOUN
fbem-29211	62	11	for	for	ADP
fbem-29211	62	12	optimizing	optimize	VERB
fbem-29211	62	13	urban	urban	ADJ
fbem-29211	62	14	management	management	NOUN
fbem-29211	62	15	,	,	PUNCT
fbem-29211	62	16	but	but	CCONJ
fbem-29211	62	17	it	it	PRON
fbem-29211	62	18	requires	require	VERB
fbem-29211	62	19	careful	careful	ADJ
fbem-29211	62	20	planning	planning	NOUN
fbem-29211	62	21	and	and	CCONJ
fbem-29211	62	22	continuous	continuous	ADJ
fbem-29211	62	23	adaptation	adaptation	NOUN
fbem-29211	62	24	to	to	PART
fbem-29211	62	25	meet	meet	VERB
fbem-29211	62	26	the	the	DET
fbem-29211	62	27	cities	city	NOUN
fbem-29211	62	28	’	'	PUNCT
fbem-29211	62	29	evolving	evolve	VERB
fbem-29211	62	30	challenges	challenge	NOUN
fbem-29211	62	31	.	.	PUNCT
fbem-29211	63	1	strategic	strategic	ADJ
fbem-29211	63	2	investments	investment	NOUN
fbem-29211	63	3	in	in	ADP
fbem-29211	63	4	key	key	ADJ
fbem-29211	63	5	sectors	sector	NOUN
fbem-29211	63	6	,	,	PUNCT
fbem-29211	63	7	supported	support	VERB
fbem-29211	63	8	by	by	ADP
fbem-29211	63	9	advanced	advanced	ADJ
fbem-29211	63	10	modeling	modeling	NOUN
fbem-29211	63	11	techniques	technique	NOUN
fbem-29211	63	12	and	and	CCONJ
fbem-29211	63	13	sensitivity	sensitivity	NOUN
fbem-29211	63	14	analyses	analysis	NOUN
fbem-29211	63	15	,	,	PUNCT
fbem-29211	63	16	will	will	AUX
fbem-29211	63	17	be	be	AUX
fbem-29211	63	18	crucial	crucial	ADJ
fbem-29211	63	19	in	in	ADP
fbem-29211	63	20	ensuring	ensure	VERB
fbem-29211	63	21	that	that	SCONJ
fbem-29211	63	22	both	both	DET
fbem-29211	63	23	cities	city	NOUN
fbem-29211	63	24	can	can	AUX
fbem-29211	63	25	achieve	achieve	VERB
fbem-29211	63	26	balanced	balanced	ADJ
fbem-29211	63	27	and	and	CCONJ
fbem-29211	63	28	resilient	resilient	ADJ
fbem-29211	63	29	growth	growth	NOUN
fbem-29211	63	30	in	in	ADP
fbem-29211	63	31	the	the	DET
fbem-29211	63	32	face	face	NOUN
fbem-29211	63	33	of	of	ADP
fbem-29211	63	34	future	future	ADJ
fbem-29211	63	35	challenges	challenge	NOUN
fbem-29211	63	36	.	.	PUNCT
fbem-29211	64	1	4	4	X
fbem-29211	64	2	.	.	X
fbem-29211	64	3	conclusion	conclusion	NOUN
fbem-29211	64	4	and	and	CCONJ
fbem-29211	64	5	future	future	ADJ
fbem-29211	64	6	work	work	NOUN
fbem-29211	64	7	this	this	DET
fbem-29211	64	8	study	study	NOUN
fbem-29211	64	9	provides	provide	VERB
fbem-29211	64	10	a	a	DET
fbem-29211	64	11	comprehensive	comprehensive	ADJ
fbem-29211	64	12	,	,	PUNCT
fbem-29211	64	13	data	data	NOUN
fbem-29211	64	14	-	-	PUNCT
fbem-29211	64	15	driven	drive	VERB
fbem-29211	64	16	evaluation	evaluation	NOUN
fbem-29211	64	17	of	of	ADP
fbem-29211	64	18	the	the	DET
fbem-29211	64	19	development	development	NOUN
fbem-29211	64	20	prospects	prospect	NOUN
fbem-29211	64	21	for	for	ADP
fbem-29211	64	22	changchun	changchun	NOUN
fbem-29211	64	23	and	and	CCONJ
fbem-29211	64	24	hohhot	hohhot	ADJ
fbem-29211	64	25	,	,	PUNCT
fbem-29211	64	26	focusing	focus	VERB
fbem-29211	64	27	on	on	ADP
fbem-29211	64	28	key	key	ADJ
fbem-29211	64	29	variables	variable	NOUN
fbem-29211	64	30	such	such	ADJ
fbem-29211	64	31	as	as	ADP
fbem-29211	64	32	housing	housing	NOUN
fbem-29211	64	33	prices	price	NOUN
fbem-29211	64	34	,	,	PUNCT
fbem-29211	64	35	service	service	NOUN
fbem-29211	64	36	levels	level	NOUN
fbem-29211	64	37	,	,	PUNCT
fbem-29211	64	38	urban	urban	ADJ
fbem-29211	64	39	resilience	resilience	NOUN
fbem-29211	64	40	,	,	PUNCT
fbem-29211	64	41	and	and	CCONJ
fbem-29211	64	42	sustainable	sustainable	ADJ
fbem-29211	64	43	development	development	NOUN
fbem-29211	64	44	.	.	PUNCT
fbem-29211	65	1	by	by	ADP
fbem-29211	65	2	applying	apply	VERB
fbem-29211	65	3	advanced	advanced	ADJ
fbem-29211	65	4	modeling	modeling	NOUN
fbem-29211	65	5	techniques	technique	NOUN
fbem-29211	65	6	,	,	PUNCT
fbem-29211	65	7	including	include	VERB
fbem-29211	65	8	multiple	multiple	ADJ
fbem-29211	65	9	linear	linear	ADJ
fbem-29211	65	10	regression	regression	NOUN
fbem-29211	65	11	,	,	PUNCT
fbem-29211	65	12	random	random	ADJ
fbem-29211	65	13	forest	forest	NOUN
fbem-29211	65	14	,	,	PUNCT
fbem-29211	65	15	and	and	CCONJ
fbem-29211	65	16	xgboost	xgboost	ADV
fbem-29211	65	17	,	,	PUNCT
fbem-29211	65	18	the	the	DET
fbem-29211	65	19	analysis	analysis	NOUN
fbem-29211	65	20	delivered	deliver	VERB
fbem-29211	65	21	valuable	valuable	ADJ
fbem-29211	65	22	insights	insight	NOUN
fbem-29211	65	23	into	into	ADP
fbem-29211	65	24	the	the	DET
fbem-29211	65	25	urban	urban	ADJ
fbem-29211	65	26	dynamics	dynamic	NOUN
fbem-29211	65	27	of	of	ADP
fbem-29211	65	28	both	both	DET
fbem-29211	65	29	cities	city	NOUN
fbem-29211	65	30	.	.	PUNCT
fbem-29211	66	1	this	this	DET
fbem-29211	66	2	study	study	NOUN
fbem-29211	66	3	underscores	underscore	VERB
fbem-29211	66	4	the	the	DET
fbem-29211	66	5	need	need	NOUN
fbem-29211	66	6	for	for	ADP
fbem-29211	66	7	region	region	NOUN
fbem-29211	66	8	-	-	PUNCT
fbem-29211	66	9	specific	specific	ADJ
fbem-29211	66	10	development	development	NOUN
fbem-29211	66	11	strategies	strategy	NOUN
fbem-29211	66	12	,	,	PUNCT
fbem-29211	66	13	where	where	SCONJ
fbem-29211	66	14	infrastructure	infrastructure	NOUN
fbem-29211	66	15	expansion	expansion	NOUN
fbem-29211	66	16	is	be	AUX
fbem-29211	66	17	balanced	balance	VERB
fbem-29211	66	18	with	with	ADP
fbem-29211	66	19	the	the	DET
fbem-29211	66	20	integration	integration	NOUN
fbem-29211	66	21	of	of	ADP
fbem-29211	66	22	smart	smart	ADJ
fbem-29211	66	23	technologies	technology	NOUN
fbem-29211	66	24	.	.	PUNCT
fbem-29211	67	1	the	the	DET
fbem-29211	67	2	proposed	propose	VERB
fbem-29211	67	3	strategies	strategy	NOUN
fbem-29211	67	4	aim	aim	VERB
fbem-29211	67	5	to	to	PART
fbem-29211	67	6	enhance	enhance	VERB
fbem-29211	67	7	urban	urban	ADJ
fbem-29211	67	8	resilience	resilience	NOUN
fbem-29211	67	9	,	,	PUNCT
fbem-29211	67	10	promote	promote	VERB
fbem-29211	67	11	sustainable	sustainable	ADJ
fbem-29211	67	12	growth	growth	NOUN
fbem-29211	67	13	,	,	PUNCT
fbem-29211	67	14	and	and	CCONJ
fbem-29211	67	15	improve	improve	VERB
fbem-29211	67	16	the	the	DET
fbem-29211	67	17	livability	livability	NOUN
fbem-29211	67	18	of	of	ADP
fbem-29211	67	19	both	both	DET
fbem-29211	67	20	cities	city	NOUN
fbem-29211	67	21	in	in	ADP
fbem-29211	67	22	the	the	DET
fbem-29211	67	23	face	face	NOUN
fbem-29211	67	24	of	of	ADP
fbem-29211	67	25	challenges	challenge	NOUN
fbem-29211	67	26	such	such	ADJ
fbem-29211	67	27	as	as	ADP
fbem-29211	67	28	population	population	NOUN
fbem-29211	67	29	aging	aging	NOUN
fbem-29211	67	30	,	,	PUNCT
fbem-29211	67	31	economic	economic	ADJ
fbem-29211	67	32	shifts	shift	NOUN
fbem-29211	67	33	,	,	PUNCT
fbem-29211	67	34	and	and	CCONJ
fbem-29211	67	35	climate	climate	NOUN
fbem-29211	67	36	change	change	NOUN
fbem-29211	67	37	.	.	PUNCT
fbem-29211	68	1	building	build	VERB
fbem-29211	68	2	on	on	ADP
fbem-29211	68	3	this	this	DET
fbem-29211	68	4	study	study	NOUN
fbem-29211	68	5	,	,	PUNCT
fbem-29211	68	6	future	future	ADJ
fbem-29211	68	7	research	research	NOUN
fbem-29211	68	8	can	can	AUX
fbem-29211	68	9	expand	expand	VERB
fbem-29211	68	10	in	in	ADP
fbem-29211	68	11	several	several	ADJ
fbem-29211	68	12	key	key	ADJ
fbem-29211	68	13	areas	area	NOUN
fbem-29211	68	14	to	to	PART
fbem-29211	68	15	further	far	ADV
fbem-29211	68	16	refine	refine	VERB
fbem-29211	68	17	urban	urban	ADJ
fbem-29211	68	18	development	development	NOUN
fbem-29211	68	19	strategies	strategy	NOUN
fbem-29211	68	20	for	for	ADP
fbem-29211	68	21	changchun	changchun	NOUN
fbem-29211	68	22	,	,	PUNCT
fbem-29211	68	23	hohhot	hohhot	ADJ
fbem-29211	68	24	,	,	PUNCT
fbem-29211	68	25	and	and	CCONJ
fbem-29211	68	26	other	other	ADJ
fbem-29211	68	27	cities	city	NOUN
fbem-29211	68	28	with	with	ADP
fbem-29211	68	29	similar	similar	ADJ
fbem-29211	68	30	contexts	contexts	NOUN
fbem-29211	68	31	:	:	PUNCT
fbem-29211	68	32	enhanced	enhance	VERB
fbem-29211	68	33	data	data	NOUN
fbem-29211	68	34	integration	integration	NOUN
fbem-29211	68	35	and	and	CCONJ
fbem-29211	68	36	model	model	NOUN
fbem-29211	68	37	refinement	refinement	NOUN
fbem-29211	68	38	:	:	PUNCT
fbem-29211	68	39	the	the	DET
fbem-29211	68	40	inclusion	inclusion	NOUN
fbem-29211	68	41	of	of	ADP
fbem-29211	68	42	additional	additional	ADJ
fbem-29211	68	43	data	datum	NOUN
fbem-29211	68	44	sources	source	NOUN
fbem-29211	68	45	,	,	PUNCT
fbem-29211	68	46	such	such	ADJ
fbem-29211	68	47	as	as	ADP
fbem-29211	68	48	real	real	ADJ
fbem-29211	68	49	-	-	PUNCT
fbem-29211	68	50	time	time	NOUN
fbem-29211	68	51	traffic	traffic	NOUN
fbem-29211	68	52	data	datum	NOUN
fbem-29211	68	53	,	,	PUNCT
fbem-29211	68	54	health	health	NOUN
fbem-29211	68	55	outcomes	outcome	NOUN
fbem-29211	68	56	,	,	PUNCT
fbem-29211	68	57	and	and	CCONJ
fbem-29211	68	58	environmental	environmental	ADJ
fbem-29211	68	59	variables	variable	NOUN
fbem-29211	68	60	,	,	PUNCT
fbem-29211	68	61	could	could	AUX
fbem-29211	68	62	improve	improve	VERB
fbem-29211	68	63	model	model	NOUN
fbem-29211	68	64	accuracy	accuracy	NOUN
fbem-29211	68	65	.	.	PUNCT
fbem-29211	69	1	furthermore	furthermore	ADV
fbem-29211	69	2	,	,	PUNCT
fbem-29211	69	3	integrating	integrate	VERB
fbem-29211	69	4	more	more	ADV
fbem-29211	69	5	advanced	advanced	ADJ
fbem-29211	69	6	ai	ai	NOUN
fbem-29211	69	7	models	model	NOUN
fbem-29211	69	8	,	,	PUNCT
fbem-29211	69	9	such	such	ADJ
fbem-29211	69	10	as	as	ADP
fbem-29211	69	11	deep	deep	ADJ
fbem-29211	69	12	learning	learning	NOUN
fbem-29211	69	13	,	,	PUNCT
fbem-29211	69	14	could	could	AUX
fbem-29211	69	15	capture	capture	VERB
fbem-29211	69	16	complex	complex	ADJ
fbem-29211	69	17	relationships	relationship	NOUN
fbem-29211	69	18	more	more	ADV
fbem-29211	69	19	effectively	effectively	ADV
fbem-29211	69	20	,	,	PUNCT
fbem-29211	69	21	enhancing	enhance	VERB
fbem-29211	69	22	predictive	predictive	ADJ
fbem-29211	69	23	power	power	NOUN
fbem-29211	69	24	.	.	PUNCT
fbem-29211	70	1	long	long	ADJ
fbem-29211	70	2	-	-	PUNCT
fbem-29211	70	3	term	term	NOUN
fbem-29211	70	4	monitoring	monitoring	NOUN
fbem-29211	70	5	and	and	CCONJ
fbem-29211	70	6	feedback	feedback	NOUN
fbem-29211	70	7	loops	loop	NOUN
fbem-29211	70	8	:	:	PUNCT
fbem-29211	70	9	establishing	establish	VERB
fbem-29211	70	10	continuous	continuous	ADJ
fbem-29211	70	11	monitoring	monitoring	NOUN
fbem-29211	70	12	systems	system	NOUN
fbem-29211	70	13	for	for	ADP
fbem-29211	70	14	key	key	ADJ
fbem-29211	70	15	urban	urban	ADJ
fbem-29211	70	16	indicators	indicator	NOUN
fbem-29211	70	17	,	,	PUNCT
fbem-29211	70	18	such	such	ADJ
fbem-29211	70	19	as	as	ADP
fbem-29211	70	20	population	population	NOUN
fbem-29211	70	21	growth	growth	NOUN
fbem-29211	70	22	,	,	PUNCT
fbem-29211	70	23	service	service	NOUN
fbem-29211	70	24	demand	demand	NOUN
fbem-29211	70	25	,	,	PUNCT
fbem-29211	70	26	and	and	CCONJ
fbem-29211	70	27	housing	housing	NOUN
fbem-29211	70	28	trends	trend	NOUN
fbem-29211	70	29	,	,	PUNCT
fbem-29211	70	30	is	be	AUX
fbem-29211	70	31	essential	essential	ADJ
fbem-29211	70	32	for	for	ADP
fbem-29211	70	33	maintaining	maintain	VERB
fbem-29211	70	34	the	the	DET
fbem-29211	70	35	adaptability	adaptability	NOUN
fbem-29211	70	36	of	of	ADP
fbem-29211	70	37	development	development	NOUN
fbem-29211	70	38	plans	plan	NOUN
fbem-29211	70	39	.	.	PUNCT
fbem-29211	71	1	real	real	ADJ
fbem-29211	71	2	-	-	PUNCT
fbem-29211	71	3	time	time	NOUN
fbem-29211	71	4	data	datum	NOUN
fbem-29211	71	5	can	can	AUX
fbem-29211	71	6	update	update	VERB
fbem-29211	71	7	predictions	prediction	NOUN
fbem-29211	71	8	and	and	CCONJ
fbem-29211	71	9	strategies	strategy	NOUN
fbem-29211	71	10	,	,	PUNCT
fbem-29211	71	11	ensuring	ensure	VERB
fbem-29211	71	12	that	that	SCONJ
fbem-29211	71	13	urban	urban	ADJ
fbem-29211	71	14	planning	planning	NOUN
fbem-29211	71	15	remains	remain	VERB
fbem-29211	71	16	responsive	responsive	ADJ
fbem-29211	71	17	to	to	ADP
fbem-29211	71	18	emerging	emerge	VERB
fbem-29211	71	19	challenges	challenge	NOUN
fbem-29211	71	20	.	.	PUNCT
fbem-29211	72	1	urban	urban	ADJ
fbem-29211	72	2	resilience	resilience	NOUN
fbem-29211	72	3	and	and	CCONJ
fbem-29211	72	4	climate	climate	NOUN
fbem-29211	72	5	adaptation	adaptation	NOUN
fbem-29211	72	6	:	:	PUNCT
fbem-29211	72	7	as	as	SCONJ
fbem-29211	72	8	climate	climate	NOUN
fbem-29211	72	9	change	change	NOUN
fbem-29211	72	10	continues	continue	VERB
fbem-29211	72	11	to	to	PART
fbem-29211	72	12	affect	affect	VERB
fbem-29211	72	13	urban	urban	ADJ
fbem-29211	72	14	areas	area	NOUN
fbem-29211	72	15	,	,	PUNCT
fbem-29211	72	16	future	future	ADJ
fbem-29211	72	17	work	work	NOUN
fbem-29211	72	18	should	should	AUX
fbem-29211	72	19	explore	explore	VERB
fbem-29211	72	20	additional	additional	ADJ
fbem-29211	72	21	strategies	strategy	NOUN
fbem-29211	72	22	to	to	PART
fbem-29211	72	23	enhance	enhance	VERB
fbem-29211	72	24	resilience	resilience	NOUN
fbem-29211	72	25	,	,	PUNCT
fbem-29211	72	26	including	include	VERB
fbem-29211	72	27	the	the	DET
fbem-29211	72	28	adoption	adoption	NOUN
fbem-29211	72	29	of	of	ADP
fbem-29211	72	30	green	green	ADJ
fbem-29211	72	31	infrastructure	infrastructure	NOUN
fbem-29211	72	32	,	,	PUNCT
fbem-29211	72	33	sustainable	sustainable	ADJ
fbem-29211	72	34	water	water	NOUN
fbem-29211	72	35	management	management	NOUN
fbem-29211	72	36	,	,	PUNCT
fbem-29211	72	37	and	and	CCONJ
fbem-29211	72	38	disaster	disaster	NOUN
fbem-29211	72	39	preparedness	preparedness	NOUN
fbem-29211	72	40	.	.	PUNCT
fbem-29211	73	1	such	such	ADJ
fbem-29211	73	2	strategies	strategy	NOUN
fbem-29211	73	3	would	would	AUX
fbem-29211	73	4	support	support	VERB
fbem-29211	73	5	long	long	ADJ
fbem-29211	73	6	-	-	PUNCT
fbem-29211	73	7	term	term	NOUN
fbem-29211	73	8	urban	urban	ADJ
fbem-29211	73	9	sustainability	sustainability	NOUN
fbem-29211	73	10	and	and	CCONJ
fbem-29211	73	11	adaptability	adaptability	NOUN
fbem-29211	73	12	in	in	ADP
fbem-29211	73	13	the	the	DET
fbem-29211	73	14	face	face	NOUN
fbem-29211	73	15	of	of	ADP
fbem-29211	73	16	extreme	extreme	ADJ
fbem-29211	73	17	weather	weather	NOUN
fbem-29211	73	18	events	event	NOUN
fbem-29211	73	19	.	.	PUNCT
fbem-29211	74	1	in	in	ADP
fbem-29211	74	2	conclusion	conclusion	NOUN
fbem-29211	74	3	,	,	PUNCT
fbem-29211	74	4	while	while	SCONJ
fbem-29211	74	5	this	this	DET
fbem-29211	74	6	study	study	NOUN
fbem-29211	74	7	provides	provide	VERB
fbem-29211	74	8	a	a	DET
fbem-29211	74	9	strong	strong	ADJ
fbem-29211	74	10	foundation	foundation	NOUN
fbem-29211	74	11	for	for	ADP
fbem-29211	74	12	understanding	understand	VERB
fbem-29211	74	13	urban	urban	ADJ
fbem-29211	74	14	development	development	NOUN
fbem-29211	74	15	through	through	ADP
fbem-29211	74	16	data	data	NOUN
fbem-29211	74	17	-	-	PUNCT
fbem-29211	74	18	driven	drive	VERB
fbem-29211	74	19	methods	method	NOUN
fbem-29211	74	20	,	,	PUNCT
fbem-29211	74	21	the	the	DET
fbem-29211	74	22	complexity	complexity	NOUN
fbem-29211	74	23	of	of	ADP
fbem-29211	74	24	urban	urban	ADJ
fbem-29211	74	25	systems	system	NOUN
fbem-29211	74	26	necessitates	necessitate	VERB
fbem-29211	74	27	continued	continued	ADJ
fbem-29211	74	28	research	research	NOUN
fbem-29211	74	29	and	and	CCONJ
fbem-29211	74	30	adaptation	adaptation	NOUN
fbem-29211	74	31	.	.	PUNCT
fbem-29211	75	1	by	by	ADP
fbem-29211	75	2	incorporating	incorporate	VERB
fbem-29211	75	3	real	real	ADJ
fbem-29211	75	4	-	-	PUNCT
fbem-29211	75	5	time	time	NOUN
fbem-29211	75	6	data	datum	NOUN
fbem-29211	75	7	,	,	PUNCT
fbem-29211	75	8	leveraging	leverage	VERB
fbem-29211	75	9	new	new	ADJ
fbem-29211	75	10	technologies	technology	NOUN
fbem-29211	75	11	,	,	PUNCT
fbem-29211	75	12	and	and	CCONJ
fbem-29211	75	13	addressing	address	VERB
fbem-29211	75	14	emerging	emerge	VERB
fbem-29211	75	15	challenges	challenge	NOUN
fbem-29211	75	16	like	like	ADP
fbem-29211	75	17	climate	climate	NOUN
fbem-29211	75	18	change	change	NOUN
fbem-29211	75	19	,	,	PUNCT
fbem-29211	75	20	future	future	ADJ
fbem-29211	75	21	urban	urban	ADJ
fbem-29211	75	22	planning	planning	NOUN
fbem-29211	75	23	can	can	AUX
fbem-29211	75	24	ensure	ensure	VERB
fbem-29211	75	25	sustainable	sustainable	ADJ
fbem-29211	75	26	,	,	PUNCT
fbem-29211	75	27	resilient	resilient	ADJ
fbem-29211	75	28	,	,	PUNCT
fbem-29211	75	29	and	and	CCONJ
fbem-29211	75	30	equitable	equitable	ADJ
fbem-29211	75	31	growth	growth	NOUN
fbem-29211	75	32	for	for	ADP
fbem-29211	75	33	cities	city	NOUN
fbem-29211	75	34	like	like	ADP
fbem-29211	75	35	changchun	changchun	NOUN
fbem-29211	75	36	and	and	CCONJ
fbem-29211	75	37	hohhot	hohhot	ADJ
fbem-29211	75	38	.	.	PUNCT
fbem-29211	76	1	references	reference	NOUN
fbem-29211	76	2	[	[	X
fbem-29211	76	3	1	1	X
fbem-29211	76	4	]	]	X
fbem-29211	76	5	shi	shi	PROPN
fbem-29211	76	6	y	y	PROPN
fbem-29211	76	7	,	,	PUNCT
fbem-29211	76	8	zhai	zhai	PROPN
fbem-29211	76	9	g	g	PROPN
fbem-29211	76	10	,	,	PUNCT
fbem-29211	76	11	xu	xu	PROPN
fbem-29211	77	1	l	l	PROPN
fbem-29211	77	2	,	,	PUNCT
fbem-29211	77	3	et	et	PROPN
fbem-29211	77	4	al	al	PROPN
fbem-29211	77	5	.	.	PROPN
fbem-29211	77	6	assessment	assessment	NOUN
fbem-29211	77	7	methods	method	NOUN
fbem-29211	77	8	of	of	ADP
fbem-29211	77	9	urban	urban	ADJ
fbem-29211	77	10	system	system	NOUN
fbem-29211	77	11	resilience	resilience	NOUN
fbem-29211	77	12	:	:	PUNCT
fbem-29211	77	13	from	from	ADP
fbem-29211	77	14	the	the	DET
fbem-29211	77	15	perspective	perspective	NOUN
fbem-29211	77	16	of	of	ADP
fbem-29211	77	17	complex	complex	ADJ
fbem-29211	77	18	adaptive	adaptive	ADJ
fbem-29211	77	19	system	system	NOUN
fbem-29211	77	20	theory	theory	NOUN
fbem-29211	77	21	[	[	X
fbem-29211	77	22	j	j	X
fbem-29211	77	23	]	]	X
fbem-29211	77	24	.	.	PUNCT
fbem-29211	78	1	cities	city	NOUN
fbem-29211	78	2	,	,	PUNCT
fbem-29211	78	3	2021	2021	NUM
fbem-29211	78	4	,	,	PUNCT
fbem-29211	78	5	112	112	NUM
fbem-29211	78	6	:	:	SYM
fbem-29211	78	7	103141	103141	NUM
fbem-29211	78	8	.	.	PUNCT
fbem-29211	79	1	[	[	X
fbem-29211	79	2	2	2	NUM
fbem-29211	79	3	]	]	PUNCT
fbem-29211	79	4	carvalhaes	carvalhaes	NOUN
fbem-29211	79	5	t	t	PROPN
fbem-29211	79	6	m	m	PROPN
fbem-29211	79	7	,	,	PUNCT
fbem-29211	79	8	chester	chester	PROPN
fbem-29211	79	9	m	m	PROPN
fbem-29211	79	10	v	v	NOUN
fbem-29211	79	11	,	,	PUNCT
fbem-29211	79	12	reddy	reddy	PROPN
fbem-29211	79	13	a	a	DET
fbem-29211	79	14	t	t	PROPN
fbem-29211	79	15	,	,	PUNCT
fbem-29211	79	16	et	et	PROPN
fbem-29211	79	17	al	al	PROPN
fbem-29211	79	18	.	.	PUNCT
fbem-29211	80	1	an	an	DET
fbem-29211	80	2	overview	overview	NOUN
fbem-29211	80	3	&	&	CCONJ
fbem-29211	80	4	synthesis	synthesis	NOUN
fbem-29211	80	5	of	of	ADP
fbem-29211	80	6	disaster	disaster	NOUN
fbem-29211	80	7	resilience	resilience	NOUN
fbem-29211	80	8	indices	indice	VERB
fbem-29211	80	9	from	from	ADP
fbem-29211	80	10	a	a	DET
fbem-29211	80	11	complexity	complexity	NOUN
fbem-29211	80	12	perspective	perspective	NOUN
fbem-29211	81	1	[	[	X
fbem-29211	81	2	j	j	X
fbem-29211	81	3	]	]	X
fbem-29211	81	4	.	.	PUNCT
fbem-29211	82	1	international	international	ADJ
fbem-29211	82	2	journal	journal	PROPN
fbem-29211	82	3	of	of	ADP
fbem-29211	82	4	disaster	disaster	NOUN
fbem-29211	82	5	risk	risk	NOUN
fbem-29211	82	6	reduction	reduction	NOUN
fbem-29211	82	7	,	,	PUNCT
fbem-29211	82	8	2021	2021	NUM
fbem-29211	82	9	,	,	PUNCT
fbem-29211	82	10	57	57	NUM
fbem-29211	82	11	:	:	SYM
fbem-29211	82	12	102165	102165	NUM
fbem-29211	82	13	.	.	PUNCT
fbem-29211	83	1	[	[	X
fbem-29211	83	2	3	3	NUM
fbem-29211	83	3	]	]	PUNCT
fbem-29211	83	4	xu	xu	PROPN
fbem-29211	83	5	h	h	PROPN
fbem-29211	83	6	,	,	PUNCT
fbem-29211	83	7	li	li	PROPN
fbem-29211	83	8	y	y	PROPN
fbem-29211	83	9	,	,	PUNCT
fbem-29211	83	10	tan	tan	PROPN
fbem-29211	83	11	y	y	PROPN
fbem-29211	83	12	,	,	PUNCT
fbem-29211	83	13	et	et	PROPN
fbem-29211	83	14	al	al	PROPN
fbem-29211	83	15	.	.	PUNCT
fbem-29211	84	1	a	a	DET
fbem-29211	84	2	scientometric	scientometric	ADJ
fbem-29211	84	3	review	review	NOUN
fbem-29211	84	4	of	of	ADP
fbem-29211	84	5	urban	urban	ADJ
fbem-29211	84	6	disaster	disaster	NOUN
fbem-29211	84	7	resilience	resilience	NOUN
fbem-29211	84	8	research	research	NOUN
fbem-29211	84	9	[	[	X
fbem-29211	84	10	j	j	X
fbem-29211	84	11	]	]	X
fbem-29211	84	12	.	.	PUNCT
fbem-29211	85	1	international	international	ADJ
fbem-29211	85	2	journal	journal	PROPN
fbem-29211	85	3	of	of	ADP
fbem-29211	85	4	environmental	environmental	ADJ
fbem-29211	85	5	research	research	NOUN
fbem-29211	85	6	and	and	CCONJ
fbem-29211	85	7	public	public	ADJ
fbem-29211	85	8	health	health	NOUN
fbem-29211	85	9	,	,	PUNCT
fbem-29211	85	10	2021	2021	NUM
fbem-29211	85	11	,	,	PUNCT
fbem-29211	85	12	18(7	18(7	NUM
fbem-29211	85	13	):	):	PUNCT
fbem-29211	85	14	3677	3677	NUM
fbem-29211	85	15	.	.	PUNCT
fbem-29211	86	1	[	[	X
fbem-29211	86	2	4	4	NUM
fbem-29211	86	3	]	]	X
fbem-29211	86	4	fu	fu	NOUN
fbem-29211	86	5	x	x	NOUN
fbem-29211	86	6	,	,	PUNCT
fbem-29211	86	7	hopton	hopton	PROPN
fbem-29211	86	8	m	m	PROPN
fbem-29211	86	9	e	e	PROPN
fbem-29211	86	10	,	,	PUNCT
fbem-29211	86	11	wang	wang	PROPN
fbem-29211	86	12	x.	x.	PROPN
fbem-29211	86	13	assessment	assessment	NOUN
fbem-29211	86	14	of	of	ADP
fbem-29211	86	15	green	green	ADJ
fbem-29211	86	16	infrastructure	infrastructure	NOUN
fbem-29211	86	17	performance	performance	NOUN
fbem-29211	86	18	through	through	ADP
fbem-29211	86	19	an	an	DET
fbem-29211	86	20	urban	urban	ADJ
fbem-29211	86	21	resilience	resilience	NOUN
fbem-29211	86	22	lens	lens	NOUN
fbem-29211	87	1	[	[	X
fbem-29211	87	2	j	j	X
fbem-29211	87	3	]	]	X
fbem-29211	87	4	.	.	PUNCT
fbem-29211	88	1	journal	journal	PROPN
fbem-29211	88	2	of	of	ADP
fbem-29211	88	3	cleaner	clean	ADJ
fbem-29211	88	4	production	production	NOUN
fbem-29211	88	5	,	,	PUNCT
fbem-29211	88	6	2021	2021	NUM
fbem-29211	88	7	,	,	PUNCT
fbem-29211	88	8	289	289	NUM
fbem-29211	88	9	:	:	SYM
fbem-29211	88	10	125146	125146	NUM
fbem-29211	88	11	.	.	PUNCT
fbem-29211	89	1	[	[	X
fbem-29211	89	2	5	5	NUM
fbem-29211	89	3	]	]	SYM
fbem-29211	89	4	gillespie‐marthaler	gillespie‐marthaler	NOUN
fbem-29211	89	5	l	l	NOUN
fbem-29211	89	6	,	,	PUNCT
fbem-29211	89	7	nelson	nelson	PROPN
fbem-29211	89	8	k	k	PROPN
fbem-29211	89	9	,	,	PUNCT
fbem-29211	89	10	baroud	baroud	PROPN
fbem-29211	89	11	h	h	PROPN
fbem-29211	89	12	,	,	PUNCT
fbem-29211	89	13	et	et	PROPN
fbem-29211	89	14	al	al	PROPN
fbem-29211	89	15	.	.	PUNCT
fbem-29211	89	16	selecting	select	VERB
fbem-29211	89	17	indicators	indicator	NOUN
fbem-29211	89	18	for	for	ADP
fbem-29211	89	19	assessing	assess	VERB
fbem-29211	89	20	community	community	NOUN
fbem-29211	89	21	sustainable	sustainable	ADJ
fbem-29211	89	22	resilience	resilience	NOUN
fbem-29211	90	1	[	[	X
fbem-29211	90	2	j	j	X
fbem-29211	90	3	]	]	X
fbem-29211	90	4	.	.	PUNCT
fbem-29211	91	1	risk	risk	NOUN
fbem-29211	91	2	analysis	analysis	NOUN
fbem-29211	91	3	,	,	PUNCT
fbem-29211	91	4	2019	2019	NUM
fbem-29211	91	5	,	,	PUNCT
fbem-29211	91	6	39(11	39(11	NUM
fbem-29211	91	7	):	):	PUNCT
fbem-29211	91	8	2479	2479	NUM
fbem-29211	91	9	-	-	SYM
fbem-29211	91	10	2498	2498	NUM
fbem-29211	91	11	.	.	PUNCT
fbem-29211	92	1	[	[	X
fbem-29211	92	2	6	6	NUM
fbem-29211	92	3	]	]	PUNCT
fbem-29211	92	4	shamsipour	shamsipour	ADJ
fbem-29211	92	5	a	a	PRON
fbem-29211	92	6	,	,	PUNCT
fbem-29211	92	7	jahanshahi	jahanshahi	PROPN
fbem-29211	92	8	s	s	PROPN
fbem-29211	92	9	,	,	PUNCT
fbem-29211	92	10	mousavi	mousavi	PROPN
fbem-29211	92	11	s	s	PROPN
fbem-29211	92	12	s	s	PROPN
fbem-29211	92	13	,	,	PUNCT
fbem-29211	92	14	et	et	PROPN
fbem-29211	92	15	al	al	PROPN
fbem-29211	92	16	.	.	PUNCT
fbem-29211	93	1	assessing	assess	VERB
fbem-29211	93	2	and	and	CCONJ
fbem-29211	93	3	mapping	map	VERB
fbem-29211	93	4	urban	urban	ADJ
fbem-29211	93	5	ecological	ecological	ADJ
fbem-29211	93	6	resilience	resilience	NOUN
fbem-29211	93	7	using	use	VERB
fbem-29211	93	8	the	the	DET
fbem-29211	93	9	loss	loss	NOUN
fbem-29211	93	10	-	-	PUNCT
fbem-29211	93	11	gain	gain	NOUN
fbem-29211	93	12	approach	approach	NOUN
fbem-29211	93	13	:	:	PUNCT
fbem-29211	93	14	a	a	DET
fbem-29211	93	15	case	case	NOUN
fbem-29211	93	16	study	study	NOUN
fbem-29211	93	17	of	of	ADP
fbem-29211	93	18	tehran	tehran	PROPN
fbem-29211	93	19	,	,	PUNCT
fbem-29211	93	20	iran	iran	PROPN
fbem-29211	94	1	[	[	X
fbem-29211	94	2	j	j	X
fbem-29211	94	3	]	]	X
fbem-29211	94	4	.	.	PUNCT
fbem-29211	95	1	sustainable	sustainable	ADJ
fbem-29211	95	2	cities	city	NOUN
fbem-29211	95	3	and	and	CCONJ
fbem-29211	95	4	society	society	NOUN
fbem-29211	95	5	,	,	PUNCT
fbem-29211	95	6	2024	2024	NUM
fbem-29211	95	7	,	,	PUNCT
fbem-29211	95	8	103	103	NUM
fbem-29211	95	9	:	:	SYM
fbem-29211	95	10	105252	105252	NUM
fbem-29211	95	11	.	.	PUNCT
fbem-29211	96	1	[	[	X
fbem-29211	96	2	7	7	X
fbem-29211	96	3	]	]	SYM
fbem-29211	96	4	makana	makana	NOUN
fbem-29211	96	5	l	l	PROPN
fbem-29211	96	6	o	o	PROPN
fbem-29211	96	7	,	,	PUNCT
fbem-29211	96	8	jefferson	jefferson	PROPN
fbem-29211	96	9	i	i	PROPN
fbem-29211	96	10	,	,	PUNCT
fbem-29211	96	11	hunt	hunt	PROPN
fbem-29211	96	12	d	d	PROPN
fbem-29211	96	13	v	v	NOUN
fbem-29211	96	14	l	l	NOUN
fbem-29211	96	15	,	,	PUNCT
fbem-29211	96	16	et	et	PROPN
fbem-29211	96	17	al	al	PROPN
fbem-29211	96	18	.	.	PROPN
fbem-29211	96	19	assessment	assessment	NOUN
fbem-29211	96	20	of	of	ADP
fbem-29211	96	21	the	the	DET
fbem-29211	96	22	future	future	ADJ
fbem-29211	96	23	resilience	resilience	NOUN
fbem-29211	96	24	of	of	ADP
fbem-29211	96	25	sustainable	sustainable	ADJ
fbem-29211	96	26	urban	urban	ADJ
fbem-29211	96	27	sub	sub	ADJ
fbem-29211	96	28	-	-	ADJ
fbem-29211	96	29	surface	surface	ADJ
fbem-29211	96	30	environments	environment	NOUN
fbem-29211	97	1	[	[	X
fbem-29211	97	2	j	j	X
fbem-29211	97	3	]	]	X
fbem-29211	97	4	.	.	PUNCT
fbem-29211	98	1	tunnelling	tunnelling	NOUN
fbem-29211	98	2	and	and	CCONJ
fbem-29211	98	3	underground	underground	ADJ
fbem-29211	98	4	space	space	NOUN
fbem-29211	98	5	technology	technology	NOUN
fbem-29211	98	6	,	,	PUNCT
fbem-29211	98	7	2016	2016	NUM
fbem-29211	98	8	,	,	PUNCT
fbem-29211	98	9	55	55	NUM
fbem-29211	98	10	:	:	SYM
fbem-29211	98	11	21	21	NUM
fbem-29211	98	12	-	-	SYM
fbem-29211	98	13	31	31	NUM
fbem-29211	98	14	.	.	PUNCT
fbem-29211	99	1	[	[	X
fbem-29211	99	2	8	8	NUM
fbem-29211	99	3	]	]	PUNCT
fbem-29211	99	4	saikia	saikia	ADJ
fbem-29211	99	5	p	p	X
fbem-29211	99	6	,	,	PUNCT
fbem-29211	99	7	beane	beane	NOUN
fbem-29211	99	8	g	g	PROPN
fbem-29211	99	9	,	,	PUNCT
fbem-29211	99	10	garriga	garriga	ADJ
fbem-29211	99	11	r	r	NOUN
fbem-29211	99	12	g	g	NOUN
fbem-29211	99	13	,	,	PUNCT
fbem-29211	99	14	et	et	PROPN
fbem-29211	99	15	al	al	PROPN
fbem-29211	99	16	.	.	PROPN
fbem-29211	99	17	city	city	PROPN
fbem-29211	99	18	water	water	NOUN
fbem-29211	99	19	resilience	resilience	NOUN
fbem-29211	99	20	framework	framework	NOUN
fbem-29211	99	21	:	:	PUNCT
fbem-29211	99	22	a	a	DET
fbem-29211	99	23	governance	governance	NOUN
fbem-29211	99	24	based	base	VERB
fbem-29211	99	25	planning	planning	NOUN
fbem-29211	99	26	tool	tool	NOUN
fbem-29211	99	27	to	to	PART
fbem-29211	99	28	enhance	enhance	VERB
fbem-29211	99	29	urban	urban	ADJ
fbem-29211	99	30	water	water	NOUN
fbem-29211	99	31	resilience	resilience	NOUN
fbem-29211	100	1	[	[	X
fbem-29211	100	2	j	j	X
fbem-29211	100	3	]	]	X
fbem-29211	100	4	.	.	PUNCT
fbem-29211	101	1	sustainable	sustainable	ADJ
fbem-29211	101	2	cities	city	NOUN
fbem-29211	101	3	and	and	CCONJ
fbem-29211	101	4	society	society	NOUN
fbem-29211	101	5	,	,	PUNCT
fbem-29211	101	6	2022	2022	NUM
fbem-29211	101	7	,	,	PUNCT
fbem-29211	101	8	77	77	NUM
fbem-29211	101	9	:	:	SYM
fbem-29211	101	10	103497	103497	NUM
fbem-29211	101	11	.	.	PUNCT
fbem-29211	102	1	94	94	NUM
fbem-29211	103	1	[	[	X
fbem-29211	103	2	9	9	NUM
fbem-29211	103	3	]	]	PUNCT
fbem-29211	103	4	index	index	NOUN
fbem-29211	103	5	c	c	PROPN
fbem-29211	103	6	r.	r.	PROPN
fbem-29211	103	7	city	city	PROPN
fbem-29211	103	8	resilience	resilience	NOUN
fbem-29211	103	9	framework	framework	NOUN
fbem-29211	103	10	[	[	X
fbem-29211	103	11	j	j	X
fbem-29211	103	12	]	]	X
fbem-29211	103	13	.	.	PUNCT
fbem-29211	104	1	the	the	DET
fbem-29211	104	2	rockefeller	rockefeller	PROPN
fbem-29211	104	3	foundation	foundation	PROPN
fbem-29211	104	4	and	and	CCONJ
fbem-29211	104	5	arup	arup	PROPN
fbem-29211	104	6	,	,	PUNCT
fbem-29211	104	7	2014	2014	NUM
fbem-29211	104	8	,	,	PUNCT
fbem-29211	104	9	928	928	NUM
fbem-29211	104	10	.	.	PUNCT
fbem-29211	105	1	[	[	X
fbem-29211	105	2	10	10	NUM
fbem-29211	105	3	]	]	PUNCT
fbem-29211	105	4	labaka	labaka	NOUN
fbem-29211	105	5	l	l	NOUN
fbem-29211	105	6	,	,	PUNCT
fbem-29211	105	7	maraña	maraña	NOUN
fbem-29211	105	8	p	p	X
fbem-29211	105	9	,	,	PUNCT
fbem-29211	105	10	giménez	giménez	ADJ
fbem-29211	105	11	r	r	NOUN
fbem-29211	105	12	,	,	PUNCT
fbem-29211	105	13	et	et	PROPN
fbem-29211	105	14	al	al	PROPN
fbem-29211	105	15	.	.	PUNCT
fbem-29211	105	16	defining	define	VERB
fbem-29211	105	17	the	the	DET
fbem-29211	105	18	roadmap	roadmap	NOUN
fbem-29211	105	19	towards	towards	ADP
fbem-29211	105	20	city	city	NOUN
fbem-29211	105	21	resilience	resilience	NOUN
fbem-29211	106	1	[	[	X
fbem-29211	106	2	j	j	X
fbem-29211	106	3	]	]	X
fbem-29211	106	4	.	.	PUNCT
fbem-29211	107	1	technological	technological	ADJ
fbem-29211	107	2	forecasting	forecasting	NOUN
fbem-29211	107	3	and	and	CCONJ
fbem-29211	107	4	social	social	ADJ
fbem-29211	107	5	change	change	NOUN
fbem-29211	107	6	,	,	PUNCT
fbem-29211	107	7	2019	2019	NUM
fbem-29211	107	8	,	,	PUNCT
fbem-29211	107	9	146	146	NUM
fbem-29211	107	10	:	:	PUNCT
fbem-29211	107	11	281	281	NUM
fbem-29211	107	12	-	-	SYM
fbem-29211	107	13	296	296	NUM