id	sid	tid	token	lemma	pos
essd-556	1	1	http://www.press.ierek.com	http://www.press.ierek.com	PROPN
essd-556	1	2	issn	issn	PROPN
essd-556	1	3	(	(	PUNCT
essd-556	1	4	print	print	NOUN
essd-556	1	5	:	:	PUNCT
essd-556	1	6	2357	2357	NUM
essd-556	1	7	-	-	SYM
essd-556	1	8	0849	0849	NUM
essd-556	1	9	,	,	PUNCT
essd-556	1	10	online	online	ADJ
essd-556	1	11	:	:	PUNCT
essd-556	1	12	2357	2357	NUM
essd-556	1	13	-	-	SYM
essd-556	1	14	0857	0857	NUM
essd-556	1	15	)	)	PUNCT
essd-556	1	16	environmental	environmental	ADJ
essd-556	1	17	science	science	NOUN
essd-556	1	18	and	and	CCONJ
essd-556	1	19	sustainable	sustainable	ADJ
essd-556	1	20	development	development	NOUN
essd-556	1	21	doi	doi	NOUN
essd-556	1	22	:	:	PUNCT
essd-556	1	23	10.21625	10.21625	NUM
essd-556	1	24	/	/	SYM
essd-556	1	25	essd.v4i2.556	essd.v4i2.556	NOUN
essd-556	1	26	in	in	ADP
essd-556	1	27	search	search	NOUN
essd-556	1	28	of	of	ADP
essd-556	1	29	a	a	DET
essd-556	1	30	tool	tool	NOUN
essd-556	1	31	to	to	PART
essd-556	1	32	support	support	VERB
essd-556	1	33	planning	plan	VERB
essd-556	1	34	inside	inside	ADP
essd-556	1	35	large	large	ADJ
essd-556	1	36	cities	city	NOUN
essd-556	1	37	:	:	PUNCT
essd-556	1	38	the	the	DET
essd-556	1	39	sustain	sustain	VERB
essd-556	1	40	-	-	PUNCT
essd-556	1	41	led	lead	VERB
essd-556	1	42	model	model	NOUN
essd-556	1	43	giuseppe	giuseppe	PROPN
essd-556	1	44	umberto	umberto	PROPN
essd-556	1	45	cantafio1	cantafio1	PROPN
essd-556	1	46	,	,	PUNCT
essd-556	1	47	petros	petros	PROPN
essd-556	1	48	ieromonachou2	ieromonachou2	PROPN
essd-556	1	49	1business	1business	NUM
essd-556	1	50	,	,	PUNCT
essd-556	1	51	university	university	NOUN
essd-556	1	52	of	of	ADP
essd-556	1	53	sunderland	sunderland	PROPN
essd-556	1	54	in	in	ADP
essd-556	1	55	london	london	PROPN
essd-556	1	56	,	,	PUNCT
essd-556	1	57	197	197	NUM
essd-556	1	58	marsh	marsh	PROPN
essd-556	1	59	wall	wall	PROPN
essd-556	1	60	docklands	docklands	PROPN
essd-556	1	61	,	,	PUNCT
essd-556	1	62	london	london	PROPN
essd-556	1	63	,	,	PUNCT
essd-556	1	64	e14	e14	PROPN
essd-556	1	65	9sg	9sg	NOUN
essd-556	1	66	,	,	PUNCT
essd-556	1	67	london	london	PROPN
essd-556	1	68	,	,	PUNCT
essd-556	1	69	united	united	ADJ
essd-556	1	70	kingdom	kingdom	PROPN
essd-556	1	71	2business	2business	NUM
essd-556	1	72	school	school	NOUN
essd-556	1	73	,	,	PUNCT
essd-556	1	74	the	the	DET
essd-556	1	75	university	university	PROPN
essd-556	1	76	of	of	ADP
essd-556	1	77	greenwich	greenwich	PROPN
essd-556	1	78	abstract	abstract	PROPN
essd-556	1	79	the	the	DET
essd-556	1	80	aim	aim	NOUN
essd-556	1	81	of	of	ADP
essd-556	1	82	the	the	DET
essd-556	1	83	present	present	ADJ
essd-556	1	84	study	study	NOUN
essd-556	1	85	is	be	AUX
essd-556	1	86	to	to	PART
essd-556	1	87	investigate	investigate	VERB
essd-556	1	88	the	the	DET
essd-556	1	89	linkages	linkage	NOUN
essd-556	1	90	between	between	ADP
essd-556	1	91	local	local	ADJ
essd-556	1	92	economic	economic	ADJ
essd-556	1	93	development	development	NOUN
essd-556	1	94	,	,	PUNCT
essd-556	1	95	innovation	innovation	NOUN
essd-556	1	96	,	,	PUNCT
essd-556	1	97	and	and	CCONJ
essd-556	1	98	environmental	environmental	ADJ
essd-556	1	99	sustainability	sustainability	NOUN
essd-556	1	100	inside	inside	ADP
essd-556	1	101	urban	urban	ADJ
essd-556	1	102	areas	area	NOUN
essd-556	1	103	.	.	PUNCT
essd-556	2	1	can	can	AUX
essd-556	2	2	innovation	innovation	NOUN
essd-556	2	3	affect	affect	VERB
essd-556	2	4	the	the	DET
essd-556	2	5	improvement	improvement	NOUN
essd-556	2	6	of	of	ADP
essd-556	2	7	the	the	DET
essd-556	2	8	quality	quality	NOUN
essd-556	2	9	of	of	ADP
essd-556	2	10	life	life	NOUN
essd-556	2	11	inside	inside	ADP
essd-556	2	12	urban	urban	ADJ
essd-556	2	13	areas	area	NOUN
essd-556	2	14	?	?	PUNCT
essd-556	3	1	this	this	DET
essd-556	3	2	research	research	NOUN
essd-556	3	3	question	question	NOUN
essd-556	3	4	comes	come	VERB
essd-556	3	5	from	from	ADP
essd-556	3	6	the	the	DET
essd-556	3	7	consideration	consideration	NOUN
essd-556	3	8	that	that	PRON
essd-556	3	9	usually	usually	ADV
essd-556	3	10	innovation	innovation	NOUN
essd-556	3	11	and	and	CCONJ
essd-556	3	12	growth	growth	NOUN
essd-556	3	13	in	in	ADP
essd-556	3	14	general	general	ADJ
essd-556	3	15	are	be	AUX
essd-556	3	16	considered	consider	VERB
essd-556	3	17	sources	source	NOUN
essd-556	3	18	of	of	ADP
essd-556	3	19	conflict	conflict	NOUN
essd-556	3	20	in	in	ADP
essd-556	3	21	affecting	affect	VERB
essd-556	3	22	the	the	DET
essd-556	3	23	livability	livability	NOUN
essd-556	3	24	of	of	ADP
essd-556	3	25	large	large	ADJ
essd-556	3	26	cities	city	NOUN
essd-556	3	27	.	.	PUNCT
essd-556	4	1	the	the	DET
essd-556	4	2	objective	objective	NOUN
essd-556	4	3	of	of	ADP
essd-556	4	4	the	the	DET
essd-556	4	5	paper	paper	NOUN
essd-556	4	6	is	be	AUX
essd-556	4	7	to	to	PART
essd-556	4	8	design	design	VERB
essd-556	4	9	a	a	DET
essd-556	4	10	model	model	NOUN
essd-556	4	11	—	—	PUNCT
essd-556	4	12	the	the	DET
essd-556	4	13	“	"	PUNCT
essd-556	4	14	sustain	sustain	VERB
essd-556	4	15	-	-	PUNCT
essd-556	4	16	led	lead	VERB
essd-556	4	17	”	"	PUNCT
essd-556	4	18	to	to	PART
essd-556	4	19	connect	connect	VERB
essd-556	4	20	levels	level	NOUN
essd-556	4	21	of	of	ADP
essd-556	4	22	environmental	environmental	ADJ
essd-556	4	23	sustainability	sustainability	NOUN
essd-556	4	24	,	,	PUNCT
essd-556	4	25	quality	quality	NOUN
essd-556	4	26	of	of	ADP
essd-556	4	27	life	life	NOUN
essd-556	4	28	,	,	PUNCT
essd-556	4	29	and	and	CCONJ
essd-556	4	30	economic	economic	ADJ
essd-556	4	31	development	development	NOUN
essd-556	4	32	inside	inside	ADP
essd-556	4	33	metropolitan	metropolitan	ADJ
essd-556	4	34	areas	area	NOUN
essd-556	4	35	,	,	PUNCT
essd-556	4	36	taking	take	VERB
essd-556	4	37	into	into	ADP
essd-556	4	38	account	account	NOUN
essd-556	4	39	also	also	ADV
essd-556	4	40	innovation	innovation	NOUN
essd-556	4	41	processes	process	NOUN
essd-556	4	42	,	,	PUNCT
essd-556	4	43	activated	activate	VERB
essd-556	4	44	by	by	ADP
essd-556	4	45	the	the	DET
essd-556	4	46	innovation	innovation	NOUN
essd-556	4	47	policies	policy	NOUN
essd-556	4	48	and	and	CCONJ
essd-556	4	49	by	by	ADP
essd-556	4	50	the	the	DET
essd-556	4	51	knowledge	knowledge	NOUN
essd-556	4	52	economy	economy	NOUN
essd-556	4	53	.	.	PUNCT
essd-556	5	1	the	the	DET
essd-556	5	2	study	study	NOUN
essd-556	5	3	takes	take	VERB
essd-556	5	4	in	in	ADP
essd-556	5	5	consideration	consideration	NOUN
essd-556	5	6	the	the	DET
essd-556	5	7	53	53	NUM
essd-556	5	8	largest	large	ADJ
essd-556	5	9	united	united	PROPN
essd-556	5	10	states	states	PROPN
essd-556	5	11	metropolitan	metropolitan	ADJ
essd-556	5	12	areas	area	NOUN
essd-556	5	13	with	with	ADP
essd-556	5	14	a	a	DET
essd-556	5	15	population	population	NOUN
essd-556	5	16	over	over	ADP
essd-556	5	17	1	1	NUM
essd-556	5	18	million	million	NUM
essd-556	5	19	,	,	PUNCT
essd-556	5	20	with	with	ADP
essd-556	5	21	a	a	DET
essd-556	5	22	time	time	NOUN
essd-556	5	23	series	series	NOUN
essd-556	5	24	from	from	ADP
essd-556	5	25	the	the	DET
essd-556	5	26	years	year	NOUN
essd-556	5	27	2000	2000	NUM
essd-556	5	28	through	through	ADP
essd-556	5	29	2015	2015	NUM
essd-556	5	30	.	.	PUNCT
essd-556	6	1	this	this	PRON
essd-556	6	2	has	have	AUX
essd-556	6	3	been	be	AUX
essd-556	6	4	done	do	VERB
essd-556	6	5	because	because	SCONJ
essd-556	6	6	of	of	ADP
essd-556	6	7	a	a	DET
essd-556	6	8	two	two	NUM
essd-556	6	9	-	-	PUNCT
essd-556	6	10	fold	fold	ADJ
essd-556	6	11	reason	reason	NOUN
essd-556	6	12	:	:	PUNCT
essd-556	6	13	(	(	PUNCT
essd-556	6	14	1	1	X
essd-556	6	15	)	)	PUNCT
essd-556	6	16	the	the	DET
essd-556	6	17	us	us	PROPN
essd-556	6	18	among	among	ADP
essd-556	6	19	high	high	ADJ
essd-556	6	20	-	-	PUNCT
essd-556	6	21	income	income	NOUN
essd-556	6	22	countries	country	NOUN
essd-556	6	23	is	be	AUX
essd-556	6	24	the	the	DET
essd-556	6	25	one	one	NUM
essd-556	6	26	with	with	ADP
essd-556	6	27	the	the	DET
essd-556	6	28	highest	high	ADJ
essd-556	6	29	number	number	NOUN
essd-556	6	30	of	of	ADP
essd-556	6	31	universities	university	NOUN
essd-556	6	32	,	,	PUNCT
essd-556	6	33	patents	patent	NOUN
essd-556	6	34	,	,	PUNCT
essd-556	6	35	and	and	CCONJ
essd-556	6	36	citations	citation	VERB
essd-556	6	37	;	;	PUNCT
essd-556	6	38	(	(	PUNCT
essd-556	6	39	2	2	X
essd-556	6	40	)	)	PUNCT
essd-556	6	41	several	several	ADJ
essd-556	6	42	studies	study	NOUN
essd-556	6	43	have	have	AUX
essd-556	6	44	shown	show	VERB
essd-556	6	45	that	that	SCONJ
essd-556	6	46	innovation	innovation	NOUN
essd-556	6	47	occurs	occur	VERB
essd-556	6	48	in	in	ADP
essd-556	6	49	large	large	ADJ
essd-556	6	50	cities	city	NOUN
essd-556	6	51	.	.	PUNCT
essd-556	7	1	the	the	DET
essd-556	7	2	first	first	ADJ
essd-556	7	3	part	part	NOUN
essd-556	7	4	of	of	ADP
essd-556	7	5	the	the	DET
essd-556	7	6	present	present	ADJ
essd-556	7	7	study	study	NOUN
essd-556	7	8	has	have	AUX
essd-556	7	9	carried	carry	VERB
essd-556	7	10	out	out	ADP
essd-556	7	11	the	the	DET
essd-556	7	12	identification	identification	NOUN
essd-556	7	13	of	of	ADP
essd-556	7	14	the	the	DET
essd-556	7	15	variables	variable	NOUN
essd-556	7	16	to	to	PART
essd-556	7	17	represent	represent	VERB
essd-556	7	18	and	and	CCONJ
essd-556	7	19	significantly	significantly	ADV
essd-556	7	20	explain	explain	VERB
essd-556	7	21	the	the	DET
essd-556	7	22	phenomena	phenomenon	NOUN
essd-556	7	23	–	–	PUNCT
essd-556	7	24	local	local	ADJ
essd-556	7	25	economic	economic	ADJ
essd-556	7	26	development	development	NOUN
essd-556	7	27	,	,	PUNCT
essd-556	7	28	innovation	innovation	NOUN
essd-556	7	29	,	,	PUNCT
essd-556	7	30	and	and	CCONJ
essd-556	7	31	environmental	environmental	ADJ
essd-556	7	32	sustainability	sustainability	NOUN
essd-556	7	33	–	–	PUNCT
essd-556	7	34	linked	link	VERB
essd-556	7	35	to	to	ADP
essd-556	7	36	the	the	DET
essd-556	7	37	design	design	NOUN
essd-556	7	38	of	of	ADP
essd-556	7	39	the	the	DET
essd-556	7	40	sustain	sustain	NOUN
essd-556	7	41	-	-	PUNCT
essd-556	7	42	led	lead	VERB
essd-556	7	43	model	model	NOUN
essd-556	7	44	.	.	PUNCT
essd-556	8	1	environmental	environmental	ADJ
essd-556	8	2	sustainability	sustainability	NOUN
essd-556	8	3	in	in	ADP
essd-556	8	4	urban	urban	ADJ
essd-556	8	5	areas	area	NOUN
essd-556	8	6	in	in	ADP
essd-556	8	7	this	this	DET
essd-556	8	8	paper	paper	NOUN
essd-556	8	9	is	be	AUX
essd-556	8	10	represented	represent	VERB
essd-556	8	11	by	by	ADP
essd-556	8	12	means	mean	NOUN
essd-556	8	13	of	of	ADP
essd-556	8	14	the	the	DET
essd-556	8	15	air	air	NOUN
essd-556	8	16	quality	quality	PROPN
essd-556	8	17	index	index	NOUN
essd-556	8	18	(	(	PUNCT
essd-556	8	19	aqi	aqi	PROPN
essd-556	8	20	)	)	PUNCT
essd-556	8	21	,	,	PUNCT
essd-556	8	22	while	while	SCONJ
essd-556	8	23	the	the	DET
essd-556	8	24	number	number	NOUN
essd-556	8	25	of	of	ADP
essd-556	8	26	workers	worker	NOUN
essd-556	8	27	synthetically	synthetically	ADV
essd-556	8	28	quantifies	quantify	VERB
essd-556	8	29	local	local	ADJ
essd-556	8	30	economic	economic	ADJ
essd-556	8	31	development	development	NOUN
essd-556	8	32	.	.	PUNCT
essd-556	9	1	correlation	correlation	NOUN
essd-556	9	2	and	and	CCONJ
essd-556	9	3	multiple	multiple	ADJ
essd-556	9	4	regression	regression	NOUN
essd-556	9	5	analyses	analysis	NOUN
essd-556	9	6	are	be	AUX
essd-556	9	7	conducted	conduct	VERB
essd-556	9	8	in	in	ADP
essd-556	9	9	order	order	NOUN
essd-556	9	10	to	to	PART
essd-556	9	11	examine	examine	VERB
essd-556	9	12	the	the	DET
essd-556	9	13	relationship	relationship	NOUN
essd-556	9	14	between	between	ADP
essd-556	9	15	the	the	DET
essd-556	9	16	three	three	NUM
essd-556	9	17	main	main	ADJ
essd-556	9	18	indicators	indicator	NOUN
essd-556	9	19	.	.	PUNCT
essd-556	10	1	the	the	DET
essd-556	10	2	multiple	multiple	ADJ
essd-556	10	3	regressions	regression	NOUN
essd-556	10	4	for	for	ADP
essd-556	10	5	the	the	DET
essd-556	10	6	year	year	NOUN
essd-556	10	7	2015	2015	NUM
essd-556	10	8	produced	produce	VERB
essd-556	10	9	a	a	DET
essd-556	10	10	low	low	ADJ
essd-556	10	11	p	p	NOUN
essd-556	10	12	-	-	PUNCT
essd-556	10	13	value	value	NOUN
essd-556	10	14	,	,	PUNCT
essd-556	10	15	indicating	indicate	VERB
essd-556	10	16	that	that	SCONJ
essd-556	10	17	the	the	DET
essd-556	10	18	predictors	predictor	NOUN
essd-556	10	19	are	be	AUX
essd-556	10	20	significant	significant	ADJ
essd-556	10	21	in	in	ADP
essd-556	10	22	the	the	DET
essd-556	10	23	regression	regression	NOUN
essd-556	10	24	analysis	analysis	NOUN
essd-556	10	25	.	.	PUNCT
essd-556	11	1	similar	similar	ADJ
essd-556	11	2	results	result	NOUN
essd-556	11	3	of	of	ADP
essd-556	11	4	p	p	NOUN
essd-556	11	5	-	-	PUNCT
essd-556	11	6	value	value	NOUN
essd-556	11	7	are	be	AUX
essd-556	11	8	shown	show	VERB
essd-556	11	9	in	in	ADP
essd-556	11	10	all	all	DET
essd-556	11	11	the	the	DET
essd-556	11	12	years	year	NOUN
essd-556	11	13	from	from	ADP
essd-556	11	14	2000	2000	NUM
essd-556	11	15	to	to	ADP
essd-556	11	16	2013	2013	NUM
essd-556	11	17	.	.	PUNCT
essd-556	12	1	for	for	ADP
essd-556	12	2	2015	2015	NUM
essd-556	12	3	,	,	PUNCT
essd-556	12	4	the	the	DET
essd-556	12	5	results	result	NOUN
essd-556	12	6	showed	show	VERB
essd-556	12	7	that	that	SCONJ
essd-556	12	8	part	part	NOUN
essd-556	12	9	of	of	ADP
essd-556	12	10	the	the	DET
essd-556	12	11	variance	variance	NOUN
essd-556	12	12	in	in	ADP
essd-556	12	13	the	the	DET
essd-556	12	14	measure	measure	NOUN
essd-556	12	15	of	of	ADP
essd-556	12	16	total	total	ADJ
essd-556	12	17	workers	worker	NOUN
essd-556	12	18	of	of	ADP
essd-556	12	19	the	the	DET
essd-556	12	20	metropolitan	metropolitan	ADJ
essd-556	12	21	areas	area	NOUN
essd-556	12	22	could	could	AUX
essd-556	12	23	be	be	AUX
essd-556	12	24	predicted	predict	VERB
essd-556	12	25	by	by	ADP
essd-556	12	26	measures	measure	NOUN
essd-556	12	27	of	of	ADP
essd-556	12	28	innovation	innovation	NOUN
essd-556	12	29	and	and	CCONJ
essd-556	12	30	air	air	NOUN
essd-556	12	31	quality	quality	NOUN
essd-556	12	32	.	.	PUNCT
essd-556	13	1	higher	high	ADJ
essd-556	13	2	r2	r2	PROPN
essd-556	13	3	values	value	NOUN
essd-556	13	4	have	have	AUX
essd-556	13	5	been	be	AUX
essd-556	13	6	registered	register	VERB
essd-556	13	7	for	for	ADP
essd-556	13	8	the	the	DET
essd-556	13	9	years	year	NOUN
essd-556	13	10	from	from	ADP
essd-556	13	11	2000	2000	NUM
essd-556	13	12	through	through	ADP
essd-556	13	13	2013	2013	NUM
essd-556	13	14	.	.	PUNCT
essd-556	14	1	the	the	DET
essd-556	14	2	development	development	NOUN
essd-556	14	3	of	of	ADP
essd-556	14	4	the	the	DET
essd-556	14	5	sustain	sustain	NOUN
essd-556	14	6	-	-	PUNCT
essd-556	14	7	led	lead	VERB
essd-556	14	8	model	model	NOUN
essd-556	14	9	could	could	AUX
essd-556	14	10	be	be	AUX
essd-556	14	11	utilized	utilize	VERB
essd-556	14	12	in	in	ADP
essd-556	14	13	urban	urban	ADJ
essd-556	14	14	regeneration	regeneration	NOUN
essd-556	14	15	processes	process	NOUN
essd-556	14	16	to	to	PART
essd-556	14	17	help	help	VERB
essd-556	14	18	in	in	ADP
essd-556	14	19	the	the	DET
essd-556	14	20	design	design	NOUN
essd-556	14	21	of	of	ADP
essd-556	14	22	new	new	ADJ
essd-556	14	23	urban	urban	ADJ
essd-556	14	24	planning	planning	NOUN
essd-556	14	25	policies	policy	NOUN
essd-556	14	26	inside	inside	ADP
essd-556	14	27	large	large	ADJ
essd-556	14	28	cities	city	NOUN
essd-556	14	29	by	by	ADP
essd-556	14	30	means	mean	NOUN
essd-556	14	31	of	of	ADP
essd-556	14	32	a	a	DET
essd-556	14	33	better	well	ADJ
essd-556	14	34	comprehension	comprehension	NOUN
essd-556	14	35	of	of	ADP
essd-556	14	36	environmental	environmental	ADJ
essd-556	14	37	and	and	CCONJ
essd-556	14	38	economic	economic	ADJ
essd-556	14	39	implications	implication	NOUN
essd-556	14	40	caused	cause	VERB
essd-556	14	41	by	by	ADP
essd-556	14	42	the	the	DET
essd-556	14	43	implementation	implementation	NOUN
essd-556	14	44	of	of	ADP
essd-556	14	45	innovation	innovation	NOUN
essd-556	14	46	policies	policy	NOUN
essd-556	14	47	.	.	PUNCT
essd-556	15	1	©	©	ADP
essd-556	15	2	2019	2019	NUM
essd-556	15	3	the	the	DET
essd-556	15	4	authors	author	NOUN
essd-556	15	5	.	.	PUNCT
essd-556	16	1	published	publish	VERB
essd-556	16	2	by	by	ADP
essd-556	16	3	ierek	ierek	PROPN
essd-556	16	4	press	press	NOUN
essd-556	16	5	.	.	PUNCT
essd-556	17	1	this	this	PRON
essd-556	17	2	is	be	AUX
essd-556	17	3	an	an	DET
essd-556	17	4	open	open	ADJ
essd-556	17	5	access	access	NOUN
essd-556	17	6	article	article	NOUN
essd-556	17	7	under	under	ADP
essd-556	17	8	the	the	DET
essd-556	17	9	cc	cc	NOUN
essd-556	17	10	by	by	ADP
essd-556	17	11	license	license	NOUN
essd-556	17	12	(	(	PUNCT
essd-556	17	13	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
essd-556	17	14	)	)	PUNCT
essd-556	17	15	.	.	PUNCT
essd-556	18	1	peer	peer	NOUN
essd-556	18	2	-	-	PUNCT
essd-556	18	3	review	review	NOUN
essd-556	18	4	under	under	ADP
essd-556	18	5	responsibility	responsibility	NOUN
essd-556	18	6	of	of	ADP
essd-556	18	7	essd	essd	NOUN
essd-556	18	8	’s	’s	PART
essd-556	18	9	international	international	ADJ
essd-556	18	10	scientific	scientific	ADJ
essd-556	18	11	committee	committee	NOUN
essd-556	18	12	of	of	ADP
essd-556	18	13	reviewers	reviewer	NOUN
essd-556	18	14	.	.	PUNCT
essd-556	19	1	pg	pg	INTJ
essd-556	19	2	.	.	PROPN
essd-556	20	1	61	61	NUM
essd-556	20	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
essd-556	20	3	https://crossmark.crossref.org/dialog/?doi=10.21625/essd.v4i2.556&domain=press.ierek.com	https://crossmark.crossref.org/dialog/?doi=10.21625/essd.v4i2.556&domain=press.ierek.com	PROPN
essd-556	20	4	cantafio	cantafio	PROPN
essd-556	20	5	/	/	SYM
essd-556	20	6	environmental	environmental	ADJ
essd-556	20	7	science	science	NOUN
essd-556	20	8	and	and	CCONJ
essd-556	20	9	sustainable	sustainable	ADJ
essd-556	20	10	development	development	NOUN
essd-556	20	11	,	,	PUNCT
essd-556	20	12	essd	essd	NOUN
essd-556	20	13	keywords	keyword	NOUN
essd-556	20	14	sustain	sustain	VERB
essd-556	20	15	-	-	PUNCT
essd-556	20	16	led	lead	VERB
essd-556	20	17	model	model	NOUN
essd-556	20	18	;	;	PUNCT
essd-556	20	19	sustainability	sustainability	NOUN
essd-556	20	20	;	;	PUNCT
essd-556	20	21	sustainable	sustainable	ADJ
essd-556	20	22	development	development	NOUN
essd-556	20	23	;	;	PUNCT
essd-556	20	24	city	city	NOUN
essd-556	20	25	planning	plan	VERB
essd-556	20	26	1	1	NUM
essd-556	20	27	.	.	PUNCT
essd-556	21	1	introduction	introduction	NOUN
essd-556	21	2	over	over	ADP
essd-556	21	3	half	half	NOUN
essd-556	21	4	of	of	ADP
essd-556	21	5	the	the	DET
essd-556	21	6	global	global	ADJ
essd-556	21	7	population	population	NOUN
essd-556	21	8	lives	live	VERB
essd-556	21	9	in	in	ADP
essd-556	21	10	cities	city	NOUN
essd-556	21	11	.	.	PUNCT
essd-556	22	1	the	the	DET
essd-556	22	2	trend	trend	NOUN
essd-556	22	3	toward	toward	ADP
essd-556	22	4	urbanization	urbanization	NOUN
essd-556	22	5	all	all	ADV
essd-556	22	6	over	over	ADP
essd-556	22	7	the	the	DET
essd-556	22	8	world	world	NOUN
essd-556	22	9	is	be	AUX
essd-556	22	10	a	a	DET
essd-556	22	11	key	key	ADJ
essd-556	22	12	challenge	challenge	NOUN
essd-556	22	13	that	that	PRON
essd-556	22	14	suggests	suggest	VERB
essd-556	22	15	the	the	DET
essd-556	22	16	need	need	NOUN
essd-556	22	17	for	for	ADP
essd-556	22	18	developing	develop	VERB
essd-556	22	19	models	model	NOUN
essd-556	22	20	regarding	regard	VERB
essd-556	22	21	urban	urban	ADJ
essd-556	22	22	organization	organization	NOUN
essd-556	22	23	and	and	CCONJ
essd-556	22	24	sustainable	sustainable	ADJ
essd-556	22	25	development	development	NOUN
essd-556	22	26	.	.	PUNCT
essd-556	23	1	while	while	SCONJ
essd-556	23	2	economic	economic	ADJ
essd-556	23	3	development	development	NOUN
essd-556	23	4	is	be	AUX
essd-556	23	5	essential	essential	ADJ
essd-556	23	6	,	,	PUNCT
essd-556	23	7	other	other	ADJ
essd-556	23	8	factors	factor	NOUN
essd-556	23	9	control	control	VERB
essd-556	23	10	the	the	DET
essd-556	23	11	urban	urban	ADJ
essd-556	23	12	areas	area	NOUN
essd-556	23	13	’	’	PART
essd-556	23	14	overall	overall	ADJ
essd-556	23	15	sustainability	sustainability	NOUN
essd-556	23	16	,	,	PUNCT
essd-556	23	17	competitiveness	competitiveness	NOUN
essd-556	23	18	,	,	PUNCT
essd-556	23	19	and	and	CCONJ
essd-556	23	20	growth	growth	NOUN
essd-556	23	21	,	,	PUNCT
essd-556	23	22	including	include	VERB
essd-556	23	23	its	its	PRON
essd-556	23	24	innovation	innovation	NOUN
essd-556	23	25	ecosystem	ecosystem	NOUN
essd-556	23	26	,	,	PUNCT
essd-556	23	27	the	the	DET
essd-556	23	28	quality	quality	NOUN
essd-556	23	29	of	of	ADP
essd-556	23	30	the	the	DET
essd-556	23	31	environment	environment	NOUN
essd-556	23	32	,	,	PUNCT
essd-556	23	33	and	and	CCONJ
essd-556	23	34	the	the	DET
essd-556	23	35	quality	quality	NOUN
essd-556	23	36	of	of	ADP
essd-556	23	37	life	life	NOUN
essd-556	23	38	.	.	PUNCT
essd-556	24	1	these	these	DET
essd-556	24	2	factors	factor	NOUN
essd-556	24	3	not	not	PART
essd-556	24	4	only	only	ADV
essd-556	24	5	represent	represent	VERB
essd-556	24	6	an	an	DET
essd-556	24	7	advantage	advantage	NOUN
essd-556	24	8	for	for	ADP
essd-556	24	9	urban	urban	ADJ
essd-556	24	10	areas	area	NOUN
essd-556	24	11	in	in	ADP
essd-556	24	12	order	order	NOUN
essd-556	24	13	to	to	PART
essd-556	24	14	achieve	achieve	VERB
essd-556	24	15	economic	economic	ADJ
essd-556	24	16	growth	growth	NOUN
essd-556	24	17	,	,	PUNCT
essd-556	24	18	but	but	CCONJ
essd-556	24	19	also	also	ADV
essd-556	24	20	generate	generate	VERB
essd-556	24	21	a	a	DET
essd-556	24	22	stable	stable	ADJ
essd-556	24	23	economic	economic	ADJ
essd-556	24	24	and	and	CCONJ
essd-556	24	25	social	social	ADJ
essd-556	24	26	environment	environment	NOUN
essd-556	24	27	.	.	PUNCT
essd-556	25	1	the	the	DET
essd-556	25	2	aim	aim	NOUN
essd-556	25	3	of	of	ADP
essd-556	25	4	the	the	DET
essd-556	25	5	present	present	ADJ
essd-556	25	6	study	study	NOUN
essd-556	25	7	is	be	AUX
essd-556	25	8	to	to	PART
essd-556	25	9	find	find	VERB
essd-556	25	10	out	out	ADP
essd-556	25	11	whether	whether	SCONJ
essd-556	25	12	or	or	CCONJ
essd-556	25	13	not	not	PART
essd-556	25	14	a	a	DET
essd-556	25	15	relationship	relationship	NOUN
essd-556	25	16	exists	exist	VERB
essd-556	25	17	within	within	ADP
essd-556	25	18	local	local	ADJ
essd-556	25	19	economic	economic	ADJ
essd-556	25	20	development	development	NOUN
essd-556	25	21	and	and	CCONJ
essd-556	25	22	innovation	innovation	NOUN
essd-556	25	23	,	,	PUNCT
essd-556	25	24	driven	drive	VERB
essd-556	25	25	by	by	ADP
essd-556	25	26	sustainability	sustainability	NOUN
essd-556	25	27	,	,	PUNCT
essd-556	25	28	within	within	ADP
essd-556	25	29	urban	urban	ADJ
essd-556	25	30	areas	area	NOUN
essd-556	25	31	.	.	PUNCT
essd-556	26	1	this	this	PRON
essd-556	26	2	will	will	AUX
essd-556	26	3	be	be	AUX
essd-556	26	4	carried	carry	VERB
essd-556	26	5	out	out	ADP
essd-556	26	6	by	by	ADP
essd-556	26	7	means	mean	NOUN
essd-556	26	8	of	of	ADP
essd-556	26	9	the	the	DET
essd-556	26	10	objective	objective	NOUN
essd-556	26	11	represented	represent	VERB
essd-556	26	12	by	by	ADP
essd-556	26	13	the	the	DET
essd-556	26	14	sustain	sustain	NOUN
essd-556	26	15	-	-	PUNCT
essd-556	26	16	led	lead	VERB
essd-556	26	17	model	model	NOUN
essd-556	26	18	,	,	PUNCT
essd-556	26	19	developed	develop	VERB
essd-556	26	20	in	in	ADP
essd-556	26	21	order	order	NOUN
essd-556	26	22	to	to	PART
essd-556	26	23	capture	capture	VERB
essd-556	26	24	and	and	CCONJ
essd-556	26	25	connect	connect	VERB
essd-556	26	26	standards	standard	NOUN
essd-556	26	27	of	of	ADP
essd-556	26	28	sustainability	sustainability	NOUN
essd-556	26	29	,	,	PUNCT
essd-556	26	30	innovation	innovation	NOUN
essd-556	26	31	,	,	PUNCT
essd-556	26	32	and	and	CCONJ
essd-556	26	33	economic	economic	ADJ
essd-556	26	34	development	development	NOUN
essd-556	26	35	.	.	PUNCT
essd-556	27	1	the	the	DET
essd-556	27	2	success	success	NOUN
essd-556	27	3	of	of	ADP
essd-556	27	4	a	a	DET
essd-556	27	5	city	city	NOUN
essd-556	27	6	does	do	AUX
essd-556	27	7	occur	occur	VERB
essd-556	27	8	because	because	SCONJ
essd-556	27	9	of	of	ADP
essd-556	27	10	several	several	ADJ
essd-556	27	11	factors	factor	NOUN
essd-556	27	12	.	.	PUNCT
essd-556	28	1	many	many	ADJ
essd-556	28	2	of	of	ADP
essd-556	28	3	them	they	PRON
essd-556	28	4	are	be	AUX
essd-556	28	5	localization	localization	NOUN
essd-556	28	6	factors	factor	NOUN
essd-556	28	7	,	,	PUNCT
essd-556	28	8	depending	depend	VERB
essd-556	28	9	on	on	ADP
essd-556	28	10	different	different	ADJ
essd-556	28	11	reasons	reason	NOUN
essd-556	28	12	.	.	PUNCT
essd-556	29	1	the	the	DET
essd-556	29	2	term	term	NOUN
essd-556	29	3	“	"	PUNCT
essd-556	29	4	success	success	NOUN
essd-556	29	5	”	"	PUNCT
essd-556	29	6	can	can	AUX
essd-556	29	7	be	be	AUX
essd-556	29	8	translated	translate	VERB
essd-556	29	9	with	with	ADP
essd-556	29	10	the	the	DET
essd-556	29	11	use	use	NOUN
essd-556	29	12	of	of	ADP
essd-556	29	13	different	different	ADJ
essd-556	29	14	criteria	criterion	NOUN
essd-556	29	15	that	that	PRON
essd-556	29	16	will	will	AUX
essd-556	29	17	be	be	AUX
essd-556	29	18	utilized	utilize	VERB
essd-556	29	19	in	in	ADP
essd-556	29	20	the	the	DET
essd-556	29	21	present	present	ADJ
essd-556	29	22	study	study	NOUN
essd-556	29	23	,	,	PUNCT
essd-556	29	24	for	for	ADP
essd-556	29	25	measuring	measure	VERB
essd-556	29	26	the	the	DET
essd-556	29	27	sustainability	sustainability	NOUN
essd-556	29	28	,	,	PUNCT
essd-556	29	29	innovation	innovation	NOUN
essd-556	29	30	,	,	PUNCT
essd-556	29	31	and	and	CCONJ
essd-556	29	32	economic	economic	ADJ
essd-556	29	33	development	development	NOUN
essd-556	29	34	within	within	ADP
essd-556	29	35	urban	urban	ADJ
essd-556	29	36	areas	area	NOUN
essd-556	29	37	.	.	PUNCT
essd-556	30	1	today	today	NOUN
essd-556	30	2	,	,	PUNCT
essd-556	30	3	people	people	NOUN
essd-556	30	4	are	be	AUX
essd-556	30	5	attracted	attract	VERB
essd-556	30	6	to	to	ADP
essd-556	30	7	urban	urban	ADJ
essd-556	30	8	areas	area	NOUN
essd-556	30	9	that	that	PRON
essd-556	30	10	offer	offer	VERB
essd-556	30	11	them	they	PRON
essd-556	30	12	not	not	PART
essd-556	30	13	only	only	ADV
essd-556	30	14	decent	decent	ADJ
essd-556	30	15	jobs	job	NOUN
essd-556	30	16	,	,	PUNCT
essd-556	30	17	but	but	CCONJ
essd-556	30	18	also	also	ADV
essd-556	30	19	a	a	DET
essd-556	30	20	high	high	ADJ
essd-556	30	21	standard	standard	NOUN
essd-556	30	22	of	of	ADP
essd-556	30	23	living	living	NOUN
essd-556	30	24	.	.	PUNCT
essd-556	31	1	different	different	ADJ
essd-556	31	2	studies	study	NOUN
essd-556	31	3	have	have	AUX
essd-556	31	4	highlighted	highlight	VERB
essd-556	31	5	the	the	DET
essd-556	31	6	importance	importance	NOUN
essd-556	31	7	of	of	ADP
essd-556	31	8	sustainability	sustainability	NOUN
essd-556	31	9	and	and	CCONJ
essd-556	31	10	sustainable	sustainable	ADJ
essd-556	31	11	planning	planning	NOUN
essd-556	31	12	within	within	ADP
essd-556	31	13	the	the	DET
essd-556	31	14	cities	city	NOUN
essd-556	31	15	,	,	PUNCT
essd-556	31	16	not	not	PART
essd-556	31	17	only	only	ADV
essd-556	31	18	in	in	ADP
essd-556	31	19	the	the	DET
essd-556	31	20	us	us	PROPN
essd-556	31	21	,	,	PUNCT
essd-556	31	22	but	but	CCONJ
essd-556	31	23	also	also	ADV
essd-556	31	24	in	in	ADP
essd-556	31	25	most	most	ADJ
essd-556	31	26	developed	develop	VERB
essd-556	31	27	countries	country	NOUN
essd-556	31	28	.	.	PUNCT
essd-556	32	1	as	as	ADP
essd-556	32	2	an	an	DET
essd-556	32	3	example	example	NOUN
essd-556	32	4	,	,	PUNCT
essd-556	32	5	a	a	DET
essd-556	32	6	study	study	NOUN
essd-556	32	7	made	make	VERB
essd-556	32	8	in	in	ADP
essd-556	32	9	portland	portland	PROPN
essd-556	32	10	,	,	PUNCT
essd-556	32	11	or	or	CCONJ
essd-556	32	12	(	(	PUNCT
essd-556	32	13	usa	usa	PROPN
essd-556	32	14	)	)	PUNCT
essd-556	32	15	analysed	analyse	VERB
essd-556	32	16	the	the	DET
essd-556	32	17	role	role	NOUN
essd-556	32	18	of	of	ADP
essd-556	32	19	the	the	DET
essd-556	32	20	local	local	ADJ
essd-556	32	21	government	government	NOUN
essd-556	32	22	during	during	ADP
essd-556	32	23	the	the	DET
essd-556	32	24	creation	creation	NOUN
essd-556	32	25	of	of	ADP
essd-556	32	26	green	green	ADJ
essd-556	32	27	cluster	cluster	NOUN
essd-556	32	28	and	and	CCONJ
essd-556	32	29	city	city	NOUN
essd-556	32	30	development	development	NOUN
essd-556	32	31	strategies	strategy	NOUN
essd-556	32	32	for	for	ADP
essd-556	32	33	the	the	DET
essd-556	32	34	transition	transition	NOUN
essd-556	32	35	to	to	ADP
essd-556	32	36	a	a	DET
essd-556	32	37	green	green	ADJ
essd-556	32	38	urban	urban	ADJ
essd-556	32	39	economy	economy	NOUN
essd-556	32	40	(	(	PUNCT
essd-556	32	41	zimmerman	zimmerman	NOUN
essd-556	32	42	,	,	PUNCT
essd-556	32	43	2013	2013	NUM
essd-556	32	44	)	)	PUNCT
essd-556	32	45	.	.	PUNCT
essd-556	33	1	other	other	ADJ
essd-556	33	2	studies	study	NOUN
essd-556	33	3	showed	show	VERB
essd-556	33	4	models	model	NOUN
essd-556	33	5	developed	develop	VERB
essd-556	33	6	for	for	ADP
essd-556	33	7	the	the	DET
essd-556	33	8	application	application	NOUN
essd-556	33	9	of	of	ADP
essd-556	33	10	sustainability	sustainability	NOUN
essd-556	33	11	to	to	ADP
essd-556	33	12	cities	city	NOUN
essd-556	33	13	(	(	PUNCT
essd-556	33	14	newman	newman	PROPN
essd-556	33	15	,	,	PUNCT
essd-556	33	16	1999	1999	NUM
essd-556	33	17	)	)	PUNCT
essd-556	33	18	or	or	CCONJ
essd-556	33	19	regarding	regard	VERB
essd-556	33	20	growth	growth	NOUN
essd-556	33	21	and	and	CCONJ
essd-556	33	22	innovation	innovation	NOUN
essd-556	33	23	inside	inside	ADP
essd-556	33	24	cities	city	NOUN
essd-556	33	25	(	(	PUNCT
essd-556	33	26	bettencourt	bettencourt	PROPN
essd-556	33	27	et	et	PROPN
essd-556	33	28	al	al	PROPN
essd-556	33	29	.	.	PROPN
essd-556	33	30	,	,	PUNCT
essd-556	33	31	2007	2007	NUM
essd-556	33	32	)	)	PUNCT
essd-556	33	33	or	or	CCONJ
essd-556	33	34	others	other	NOUN
essd-556	33	35	more	more	ADV
essd-556	33	36	recently	recently	ADV
essd-556	33	37	investigated	investigate	VERB
essd-556	33	38	the	the	DET
essd-556	33	39	role	role	NOUN
essd-556	33	40	of	of	ADP
essd-556	33	41	knowledge	knowledge	NOUN
essd-556	33	42	in	in	ADP
essd-556	33	43	urban	urban	ADJ
essd-556	33	44	areas	area	NOUN
essd-556	33	45	for	for	ADP
essd-556	33	46	achieving	achieve	VERB
essd-556	33	47	sustainable	sustainable	ADJ
essd-556	33	48	and	and	CCONJ
essd-556	33	49	more	more	ADV
essd-556	33	50	equitable	equitable	ADJ
essd-556	33	51	growth	growth	NOUN
essd-556	33	52	(	(	PUNCT
essd-556	33	53	pastor	pastor	NOUN
essd-556	33	54	&	&	CCONJ
essd-556	33	55	benner	benner	PROPN
essd-556	33	56	,	,	PUNCT
essd-556	33	57	2015	2015	NUM
essd-556	33	58	)	)	PUNCT
essd-556	33	59	.	.	PUNCT
essd-556	34	1	this	this	DET
essd-556	34	2	study	study	NOUN
essd-556	34	3	takes	take	VERB
essd-556	34	4	into	into	ADP
essd-556	34	5	account	account	NOUN
essd-556	34	6	the	the	DET
essd-556	34	7	united	united	PROPN
essd-556	34	8	states	states	PROPN
essd-556	34	9	metropolitan	metropolitan	ADJ
essd-556	34	10	areas	area	NOUN
essd-556	34	11	because	because	SCONJ
essd-556	34	12	among	among	ADP
essd-556	34	13	high	high	ADJ
essd-556	34	14	-	-	PUNCT
essd-556	34	15	income	income	NOUN
essd-556	34	16	countries	country	NOUN
essd-556	34	17	,	,	PUNCT
essd-556	34	18	the	the	DET
essd-556	34	19	usa	usa	PROPN
essd-556	34	20	is	be	AUX
essd-556	34	21	the	the	DET
essd-556	34	22	one	one	NUM
essd-556	34	23	with	with	ADP
essd-556	34	24	the	the	DET
essd-556	34	25	highest	high	ADJ
essd-556	34	26	level	level	NOUN
essd-556	34	27	of	of	ADP
essd-556	34	28	innovation	innovation	NOUN
essd-556	34	29	,	,	PUNCT
essd-556	34	30	with	with	ADP
essd-556	34	31	the	the	DET
essd-556	34	32	highest	high	ADJ
essd-556	34	33	number	number	NOUN
essd-556	34	34	of	of	ADP
essd-556	34	35	universities	university	NOUN
essd-556	34	36	,	,	PUNCT
essd-556	34	37	patents	patent	NOUN
essd-556	34	38	and	and	CCONJ
essd-556	34	39	citations	citation	NOUN
essd-556	34	40	.	.	PUNCT
essd-556	35	1	this	this	DET
essd-556	35	2	selection	selection	NOUN
essd-556	35	3	has	have	AUX
essd-556	35	4	been	be	AUX
essd-556	35	5	done	do	VERB
essd-556	35	6	because	because	SCONJ
essd-556	35	7	several	several	ADJ
essd-556	35	8	studies	study	NOUN
essd-556	35	9	have	have	AUX
essd-556	35	10	shown	show	VERB
essd-556	35	11	that	that	SCONJ
essd-556	35	12	innovation	innovation	NOUN
essd-556	35	13	occurs	occur	VERB
essd-556	35	14	in	in	ADP
essd-556	35	15	large	large	ADJ
essd-556	35	16	cities	city	NOUN
essd-556	35	17	(	(	PUNCT
essd-556	35	18	sedgley	sedgley	NOUN
essd-556	35	19	&	&	CCONJ
essd-556	35	20	elmslie	elmslie	PROPN
essd-556	35	21	,	,	PUNCT
essd-556	35	22	2011	2011	NUM
essd-556	35	23	;	;	PUNCT
essd-556	35	24	lee	lee	PROPN
essd-556	35	25	&	&	CCONJ
essd-556	35	26	rodriguez	rodriguez	PROPN
essd-556	35	27	-	-	PUNCT
essd-556	35	28	pose	pose	PROPN
essd-556	35	29	,	,	PUNCT
essd-556	35	30	2014	2014	NUM
essd-556	35	31	)	)	PUNCT
essd-556	35	32	.	.	PUNCT
essd-556	36	1	other	other	ADJ
essd-556	36	2	studies	study	NOUN
essd-556	36	3	provided	provide	VERB
essd-556	36	4	insightful	insightful	ADJ
essd-556	36	5	examinations	examination	NOUN
essd-556	36	6	of	of	ADP
essd-556	36	7	how	how	SCONJ
essd-556	36	8	innovation	innovation	NOUN
essd-556	36	9	occurs	occur	VERB
essd-556	36	10	in	in	ADP
essd-556	36	11	cities	city	NOUN
essd-556	36	12	.	.	PUNCT
essd-556	37	1	some	some	DET
essd-556	37	2	other	other	ADJ
essd-556	37	3	studies	study	NOUN
essd-556	37	4	endorsed	endorse	VERB
essd-556	37	5	the	the	DET
essd-556	37	6	notion	notion	NOUN
essd-556	37	7	that	that	SCONJ
essd-556	37	8	cities	city	NOUN
essd-556	37	9	are	be	AUX
essd-556	37	10	places	place	NOUN
essd-556	37	11	of	of	ADP
essd-556	37	12	innovation	innovation	NOUN
essd-556	37	13	and	and	CCONJ
essd-556	37	14	creativeness	creativeness	NOUN
essd-556	37	15	(	(	PUNCT
essd-556	37	16	florida	florida	PROPN
essd-556	37	17	,	,	PUNCT
essd-556	37	18	2010	2010	NUM
essd-556	37	19	;	;	PUNCT
essd-556	37	20	bettencourt	bettencourt	PROPN
essd-556	37	21	&	&	CCONJ
essd-556	37	22	west	west	PROPN
essd-556	37	23	,	,	PUNCT
essd-556	37	24	2010	2010	NUM
essd-556	37	25	;	;	PUNCT
essd-556	37	26	shearmur	shearmur	VERB
essd-556	37	27	,	,	PUNCT
essd-556	37	28	2012	2012	NUM
essd-556	37	29	;	;	PUNCT
essd-556	37	30	glaeser	glaeser	NOUN
essd-556	37	31	,	,	PUNCT
essd-556	37	32	2014	2014	NUM
essd-556	37	33	)	)	PUNCT
essd-556	37	34	.	.	PUNCT
essd-556	38	1	this	this	PRON
essd-556	38	2	is	be	AUX
essd-556	38	3	mainly	mainly	ADV
essd-556	38	4	due	due	ADJ
essd-556	38	5	to	to	ADP
essd-556	38	6	three	three	NUM
essd-556	38	7	kinds	kind	NOUN
essd-556	38	8	of	of	ADP
essd-556	38	9	inputs	input	NOUN
essd-556	38	10	:	:	PUNCT
essd-556	38	11	human	human	ADJ
essd-556	38	12	capital	capital	NOUN
essd-556	38	13	,	,	PUNCT
essd-556	38	14	financial	financial	ADJ
essd-556	38	15	resources	resource	NOUN
essd-556	38	16	,	,	PUNCT
essd-556	38	17	and	and	CCONJ
essd-556	38	18	knowledge	knowledge	NOUN
essd-556	38	19	sharing	sharing	NOUN
essd-556	38	20	.	.	PUNCT
essd-556	39	1	for	for	ADP
essd-556	39	2	instance	instance	NOUN
essd-556	39	3	,	,	PUNCT
essd-556	39	4	research	research	NOUN
essd-556	39	5	labs	lab	NOUN
essd-556	39	6	pay	pay	VERB
essd-556	39	7	experts	expert	NOUN
essd-556	39	8	and	and	CCONJ
essd-556	39	9	engineers	engineer	NOUN
essd-556	39	10	to	to	PART
essd-556	39	11	generate	generate	VERB
essd-556	39	12	valuable	valuable	ADJ
essd-556	39	13	new	new	ADJ
essd-556	39	14	ideas	idea	NOUN
essd-556	39	15	.	.	PUNCT
essd-556	40	1	a	a	DET
essd-556	40	2	recent	recent	ADJ
essd-556	40	3	study	study	NOUN
essd-556	40	4	points	point	VERB
essd-556	40	5	out	out	ADP
essd-556	40	6	that	that	SCONJ
essd-556	40	7	cities	city	NOUN
essd-556	40	8	generate	generate	VERB
essd-556	40	9	also	also	ADV
essd-556	40	10	more	more	ADV
essd-556	40	11	unconventional	unconventional	ADJ
essd-556	40	12	innovation	innovation	NOUN
essd-556	40	13	(	(	PUNCT
essd-556	40	14	gaetani	gaetani	PROPN
essd-556	40	15	&	&	CCONJ
essd-556	40	16	berkes	berkes	PROPN
essd-556	40	17	,	,	PUNCT
essd-556	40	18	2015	2015	NUM
essd-556	40	19	)	)	PUNCT
essd-556	40	20	.	.	PUNCT
essd-556	41	1	this	this	DET
essd-556	41	2	research	research	NOUN
essd-556	41	3	in	in	ADP
essd-556	41	4	the	the	DET
essd-556	41	5	future	future	NOUN
essd-556	41	6	could	could	AUX
essd-556	41	7	help	help	VERB
essd-556	41	8	in	in	ADP
essd-556	41	9	the	the	DET
essd-556	41	10	decision	decision	NOUN
essd-556	41	11	-	-	PUNCT
essd-556	41	12	making	make	VERB
essd-556	41	13	process	process	NOUN
essd-556	41	14	for	for	ADP
essd-556	41	15	the	the	DET
essd-556	41	16	implementation	implementation	NOUN
essd-556	41	17	of	of	ADP
essd-556	41	18	innovation	innovation	NOUN
essd-556	41	19	policies	policy	NOUN
essd-556	41	20	in	in	ADP
essd-556	41	21	urban	urban	ADJ
essd-556	41	22	areas	area	NOUN
essd-556	41	23	,	,	PUNCT
essd-556	41	24	trying	try	VERB
essd-556	41	25	to	to	PART
essd-556	41	26	draw	draw	VERB
essd-556	41	27	possible	possible	ADJ
essd-556	41	28	elements	element	NOUN
essd-556	41	29	that	that	PRON
essd-556	41	30	can	can	AUX
essd-556	41	31	be	be	AUX
essd-556	41	32	transferred	transfer	VERB
essd-556	41	33	and	and	CCONJ
essd-556	41	34	less	less	ADV
essd-556	41	35	positive	positive	ADJ
essd-556	41	36	elements	element	NOUN
essd-556	41	37	that	that	PRON
essd-556	41	38	should	should	AUX
essd-556	41	39	be	be	AUX
essd-556	41	40	analyzed	analyze	VERB
essd-556	41	41	more	more	ADV
essd-556	41	42	in	in	ADP
essd-556	41	43	depth	depth	NOUN
essd-556	41	44	before	before	ADP
essd-556	41	45	being	be	AUX
essd-556	41	46	transferred	transfer	VERB
essd-556	41	47	to	to	ADP
essd-556	41	48	other	other	ADJ
essd-556	41	49	regions	region	NOUN
essd-556	41	50	.	.	PUNCT
essd-556	42	1	moreover	moreover	ADV
essd-556	42	2	,	,	PUNCT
essd-556	42	3	it	it	PRON
essd-556	42	4	could	could	AUX
essd-556	42	5	be	be	AUX
essd-556	42	6	used	use	VERB
essd-556	42	7	as	as	ADP
essd-556	42	8	an	an	DET
essd-556	42	9	effective	effective	ADJ
essd-556	42	10	tool	tool	NOUN
essd-556	42	11	for	for	ADP
essd-556	42	12	evaluating	evaluate	VERB
essd-556	42	13	how	how	SCONJ
essd-556	42	14	urban	urban	ADJ
essd-556	42	15	areas	area	NOUN
essd-556	42	16	can	can	AUX
essd-556	42	17	achieve	achieve	VERB
essd-556	42	18	higher	high	ADJ
essd-556	42	19	standards	standard	NOUN
essd-556	42	20	of	of	ADP
essd-556	42	21	sustainability	sustainability	NOUN
essd-556	42	22	,	,	PUNCT
essd-556	42	23	innovation	innovation	NOUN
essd-556	42	24	and	and	CCONJ
essd-556	42	25	economic	economic	ADJ
essd-556	42	26	development	development	NOUN
essd-556	42	27	.	.	PUNCT
essd-556	43	1	a	a	DET
essd-556	43	2	better	well	ADJ
essd-556	43	3	planning	planning	NOUN
essd-556	43	4	of	of	ADP
essd-556	43	5	cities	city	NOUN
essd-556	43	6	could	could	AUX
essd-556	43	7	result	result	VERB
essd-556	43	8	in	in	ADP
essd-556	43	9	different	different	ADJ
essd-556	43	10	outcomes	outcome	NOUN
essd-556	43	11	,	,	PUNCT
essd-556	43	12	such	such	ADJ
essd-556	43	13	as	as	ADP
essd-556	43	14	job	job	NOUN
essd-556	43	15	creation	creation	NOUN
essd-556	43	16	.	.	PUNCT
essd-556	44	1	in	in	ADP
essd-556	44	2	turn	turn	NOUN
essd-556	44	3	,	,	PUNCT
essd-556	44	4	this	this	PRON
essd-556	44	5	could	could	AUX
essd-556	44	6	result	result	VERB
essd-556	44	7	,	,	PUNCT
essd-556	44	8	under	under	ADP
essd-556	44	9	a	a	DET
essd-556	44	10	keynesian	keynesian	ADJ
essd-556	44	11	point	point	NOUN
essd-556	44	12	of	of	ADP
essd-556	44	13	view	view	NOUN
essd-556	44	14	,	,	PUNCT
essd-556	44	15	in	in	ADP
essd-556	44	16	an	an	DET
essd-556	44	17	increase	increase	NOUN
essd-556	44	18	of	of	ADP
essd-556	44	19	consumption	consumption	NOUN
essd-556	44	20	and	and	CCONJ
essd-556	44	21	tax	tax	NOUN
essd-556	44	22	revenues	revenue	NOUN
essd-556	44	23	for	for	ADP
essd-556	44	24	the	the	DET
essd-556	44	25	area	area	NOUN
essd-556	44	26	,	,	PUNCT
essd-556	44	27	which	which	PRON
essd-556	44	28	could	could	AUX
essd-556	44	29	raise	raise	VERB
essd-556	44	30	the	the	DET
essd-556	44	31	quality	quality	NOUN
essd-556	44	32	of	of	ADP
essd-556	44	33	the	the	DET
essd-556	44	34	services	service	NOUN
essd-556	44	35	,	,	PUNCT
essd-556	44	36	the	the	DET
essd-556	44	37	gdp	gdp	NOUN
essd-556	44	38	of	of	ADP
essd-556	44	39	the	the	DET
essd-556	44	40	region	region	NOUN
essd-556	44	41	and	and	CCONJ
essd-556	44	42	other	other	ADJ
essd-556	44	43	parameters	parameter	NOUN
essd-556	44	44	for	for	ADP
essd-556	44	45	achieving	achieve	VERB
essd-556	44	46	a	a	DET
essd-556	44	47	better	well	ADJ
essd-556	44	48	quality	quality	NOUN
essd-556	44	49	of	of	ADP
essd-556	44	50	life	life	NOUN
essd-556	44	51	.	.	PUNCT
essd-556	45	1	2	2	X
essd-556	45	2	.	.	X
essd-556	45	3	methodology	methodology	NOUN
essd-556	45	4	extensive	extensive	ADJ
essd-556	45	5	and	and	CCONJ
essd-556	45	6	repeated	repeat	VERB
essd-556	45	7	visits	visit	NOUN
essd-556	45	8	over	over	ADP
essd-556	45	9	the	the	DET
essd-556	45	10	last	last	ADJ
essd-556	45	11	years	year	NOUN
essd-556	45	12	have	have	AUX
essd-556	45	13	formed	form	VERB
essd-556	45	14	a	a	DET
essd-556	45	15	knowledge	knowledge	NOUN
essd-556	45	16	base	base	NOUN
essd-556	45	17	about	about	ADP
essd-556	45	18	many	many	ADJ
essd-556	45	19	aspects	aspect	NOUN
essd-556	45	20	of	of	ADP
essd-556	45	21	urban	urban	ADJ
essd-556	45	22	areas	area	NOUN
essd-556	45	23	in	in	ADP
essd-556	45	24	the	the	DET
essd-556	45	25	usa	usa	PROPN
essd-556	45	26	and	and	CCONJ
essd-556	45	27	europe	europe	PROPN
essd-556	45	28	.	.	PUNCT
essd-556	46	1	research	research	NOUN
essd-556	46	2	during	during	ADP
essd-556	46	3	my	my	PRON
essd-556	46	4	doctorate	doctorate	NOUN
essd-556	46	5	as	as	ADP
essd-556	46	6	a	a	DET
essd-556	46	7	phd	phd	NOUN
essd-556	46	8	generated	generate	VERB
essd-556	46	9	quantitative	quantitative	ADJ
essd-556	46	10	and	and	CCONJ
essd-556	46	11	qualitative	qualitative	ADJ
essd-556	46	12	data	datum	NOUN
essd-556	46	13	for	for	ADP
essd-556	46	14	this	this	DET
essd-556	46	15	study	study	NOUN
essd-556	46	16	.	.	PUNCT
essd-556	47	1	as	as	ADP
essd-556	47	2	an	an	DET
essd-556	47	3	exploratory	exploratory	ADJ
essd-556	47	4	study	study	NOUN
essd-556	47	5	the	the	DET
essd-556	47	6	results	result	NOUN
essd-556	47	7	of	of	ADP
essd-556	47	8	the	the	DET
essd-556	47	9	research	research	NOUN
essd-556	47	10	were	be	AUX
essd-556	47	11	not	not	PART
essd-556	47	12	expected	expect	VERB
essd-556	47	13	at	at	ADP
essd-556	47	14	the	the	DET
essd-556	47	15	beginning	beginning	NOUN
essd-556	47	16	of	of	ADP
essd-556	47	17	the	the	DET
essd-556	47	18	investigation	investigation	NOUN
essd-556	47	19	.	.	PUNCT
essd-556	48	1	pg	pg	INTJ
essd-556	48	2	.	.	PUNCT
essd-556	49	1	62	62	NUM
essd-556	49	2	cantafio	cantafio	NOUN
essd-556	49	3	/	/	SYM
essd-556	49	4	environmental	environmental	ADJ
essd-556	49	5	science	science	NOUN
essd-556	49	6	and	and	CCONJ
essd-556	49	7	sustainable	sustainable	ADJ
essd-556	49	8	development	development	NOUN
essd-556	49	9	,	,	PUNCT
essd-556	49	10	essd	essd	NOUN
essd-556	49	11	2.1	2.1	NUM
essd-556	49	12	.	.	PUNCT
essd-556	50	1	the	the	DET
essd-556	50	2	scope	scope	NOUN
essd-556	50	3	of	of	ADP
essd-556	50	4	study	study	NOUN
essd-556	50	5	there	there	PRON
essd-556	50	6	was	be	VERB
essd-556	50	7	a	a	DET
essd-556	50	8	time	time	NOUN
essd-556	50	9	where	where	SCONJ
essd-556	50	10	cities	city	NOUN
essd-556	50	11	were	be	AUX
essd-556	50	12	delimited	delimit	VERB
essd-556	50	13	by	by	ADP
essd-556	50	14	their	their	PRON
essd-556	50	15	political	political	ADJ
essd-556	50	16	boundaries	boundary	NOUN
essd-556	50	17	.	.	PUNCT
essd-556	51	1	in	in	ADP
essd-556	51	2	recent	recent	ADJ
essd-556	51	3	decades	decade	NOUN
essd-556	51	4	urban	urban	ADJ
essd-556	51	5	settlements	settlement	NOUN
essd-556	51	6	have	have	AUX
essd-556	51	7	been	be	AUX
essd-556	51	8	rapidly	rapidly	ADV
essd-556	51	9	growing	grow	VERB
essd-556	51	10	into	into	ADP
essd-556	51	11	larger	large	ADJ
essd-556	51	12	urban	urban	ADJ
essd-556	51	13	areas	area	NOUN
essd-556	51	14	or	or	CCONJ
essd-556	51	15	metropolitan	metropolitan	ADJ
essd-556	51	16	areas	area	NOUN
essd-556	51	17	,	,	PUNCT
essd-556	51	18	with	with	ADP
essd-556	51	19	the	the	DET
essd-556	51	20	city	city	NOUN
essd-556	51	21	center	center	NOUN
essd-556	51	22	as	as	ADP
essd-556	51	23	the	the	DET
essd-556	51	24	nucleus	nucleus	NOUN
essd-556	51	25	of	of	ADP
essd-556	51	26	these	these	DET
essd-556	51	27	urban	urban	ADJ
essd-556	51	28	entities	entity	NOUN
essd-556	51	29	.	.	PUNCT
essd-556	52	1	for	for	ADP
essd-556	52	2	instance	instance	NOUN
essd-556	52	3	,	,	PUNCT
essd-556	52	4	new	new	PROPN
essd-556	52	5	york	york	PROPN
essd-556	52	6	city	city	PROPN
essd-556	52	7	in	in	ADP
essd-556	52	8	2013	2013	NUM
essd-556	52	9	had	have	VERB
essd-556	52	10	an	an	DET
essd-556	52	11	estimated	estimate	VERB
essd-556	52	12	population	population	NOUN
essd-556	52	13	of	of	ADP
essd-556	52	14	circa	circa	NOUN
essd-556	52	15	8	8	NUM
essd-556	52	16	m	m	NOUN
essd-556	52	17	of	of	ADP
essd-556	52	18	people	people	NOUN
essd-556	52	19	,	,	PUNCT
essd-556	52	20	whereas	whereas	SCONJ
essd-556	52	21	20	20	NUM
essd-556	52	22	m	m	VERB
essd-556	52	23	lived	live	VERB
essd-556	52	24	in	in	ADP
essd-556	52	25	the	the	DET
essd-556	52	26	new	new	ADJ
essd-556	52	27	yorknewark	yorknewark	PROPN
essd-556	52	28	-	-	PUNCT
essd-556	52	29	jersey	jersey	PROPN
essd-556	52	30	city	city	PROPN
essd-556	52	31	metropolitan	metropolitan	ADJ
essd-556	52	32	area	area	NOUN
essd-556	52	33	.	.	PUNCT
essd-556	53	1	the	the	DET
essd-556	53	2	broad	broad	ADJ
essd-556	53	3	definition	definition	NOUN
essd-556	53	4	of	of	ADP
essd-556	53	5	metropolitan	metropolitan	ADJ
essd-556	53	6	area	area	NOUN
essd-556	53	7	is	be	AUX
essd-556	53	8	that	that	PRON
essd-556	53	9	of	of	ADP
essd-556	53	10	a	a	DET
essd-556	53	11	core	core	NOUN
essd-556	53	12	area	area	NOUN
essd-556	53	13	comprising	comprise	VERB
essd-556	53	14	a	a	DET
essd-556	53	15	large	large	ADJ
essd-556	53	16	population	population	NOUN
essd-556	53	17	nucleus	nucleus	NOUN
essd-556	53	18	,	,	PUNCT
essd-556	53	19	together	together	ADV
essd-556	53	20	with	with	ADP
essd-556	53	21	adjacent	adjacent	ADJ
essd-556	53	22	communities	community	NOUN
essd-556	53	23	that	that	PRON
essd-556	53	24	have	have	VERB
essd-556	53	25	a	a	DET
essd-556	53	26	high	high	ADJ
essd-556	53	27	degree	degree	NOUN
essd-556	53	28	of	of	ADP
essd-556	53	29	economic	economic	ADJ
essd-556	53	30	and	and	CCONJ
essd-556	53	31	social	social	ADJ
essd-556	53	32	integration	integration	NOUN
essd-556	53	33	with	with	ADP
essd-556	53	34	that	that	DET
essd-556	53	35	core	core	NOUN
essd-556	53	36	.	.	PUNCT
essd-556	54	1	more	more	ADV
essd-556	54	2	specifically	specifically	ADV
essd-556	54	3	,	,	PUNCT
essd-556	54	4	in	in	ADP
essd-556	54	5	the	the	DET
essd-556	54	6	united	united	PROPN
essd-556	54	7	states	states	PROPN
essd-556	54	8	a	a	DET
essd-556	54	9	metropolitan	metropolitan	ADJ
essd-556	54	10	statistical	statistical	ADJ
essd-556	54	11	area	area	NOUN
essd-556	54	12	consists	consist	VERB
essd-556	54	13	of	of	ADP
essd-556	54	14	one	one	NUM
essd-556	54	15	or	or	CCONJ
essd-556	54	16	more	more	ADJ
essd-556	54	17	counties	county	NOUN
essd-556	54	18	that	that	PRON
essd-556	54	19	contain	contain	VERB
essd-556	54	20	at	at	ADV
essd-556	54	21	least	least	ADV
essd-556	54	22	one	one	NUM
essd-556	54	23	urbanized	urbanized	ADJ
essd-556	54	24	area	area	NOUN
essd-556	54	25	that	that	PRON
essd-556	54	26	has	have	VERB
essd-556	54	27	a	a	DET
essd-556	54	28	population	population	NOUN
essd-556	54	29	of	of	ADP
essd-556	54	30	at	at	ADV
essd-556	54	31	least	least	ADV
essd-556	54	32	50,000	50,000	NUM
essd-556	54	33	or	or	CCONJ
essd-556	54	34	more	more	ADJ
essd-556	54	35	inhabitants	inhabitant	NOUN
essd-556	54	36	(	(	PUNCT
essd-556	54	37	2010	2010	NUM
essd-556	54	38	census	census	NOUN
essd-556	54	39	summary	summary	NOUN
essd-556	54	40	file	file	NOUN
essd-556	54	41	)	)	PUNCT
essd-556	54	42	.	.	PUNCT
essd-556	55	1	the	the	DET
essd-556	55	2	present	present	ADJ
essd-556	55	3	study	study	NOUN
essd-556	55	4	has	have	AUX
essd-556	55	5	considered	consider	VERB
essd-556	55	6	usa	usa	PROPN
essd-556	55	7	metropolitan	metropolitan	ADJ
essd-556	55	8	areas	area	NOUN
essd-556	55	9	with	with	ADP
essd-556	55	10	a	a	DET
essd-556	55	11	population	population	NOUN
essd-556	55	12	larger	large	ADJ
essd-556	55	13	than	than	ADP
essd-556	55	14	1	1	NUM
essd-556	55	15	million	million	NUM
essd-556	55	16	.	.	PUNCT
essd-556	56	1	the	the	DET
essd-556	56	2	reasons	reason	NOUN
essd-556	56	3	for	for	ADP
essd-556	56	4	this	this	DET
essd-556	56	5	choice	choice	NOUN
essd-556	56	6	are	be	AUX
essd-556	56	7	explained	explain	VERB
essd-556	56	8	in	in	ADP
essd-556	56	9	the	the	DET
essd-556	56	10	introduction	introduction	NOUN
essd-556	56	11	section	section	NOUN
essd-556	56	12	;	;	PUNCT
essd-556	56	13	this	this	PRON
essd-556	56	14	is	be	AUX
essd-556	56	15	supported	support	VERB
essd-556	56	16	also	also	ADV
essd-556	56	17	by	by	ADP
essd-556	56	18	the	the	DET
essd-556	56	19	reason	reason	NOUN
essd-556	56	20	that	that	SCONJ
essd-556	56	21	in	in	ADP
essd-556	56	22	terms	term	NOUN
essd-556	56	23	of	of	ADP
essd-556	56	24	innovation	innovation	NOUN
essd-556	56	25	larger	large	ADJ
essd-556	56	26	cities	city	NOUN
essd-556	56	27	have	have	VERB
essd-556	56	28	more	more	ADJ
essd-556	56	29	advantages	advantage	NOUN
essd-556	56	30	than	than	ADP
essd-556	56	31	smaller	small	ADJ
essd-556	56	32	cities	city	NOUN
essd-556	56	33	,	,	PUNCT
essd-556	56	34	not	not	PART
essd-556	56	35	only	only	ADV
essd-556	56	36	because	because	SCONJ
essd-556	56	37	of	of	ADP
essd-556	56	38	the	the	DET
essd-556	56	39	larger	large	ADJ
essd-556	56	40	number	number	NOUN
essd-556	56	41	of	of	ADP
essd-556	56	42	people	people	NOUN
essd-556	56	43	,	,	PUNCT
essd-556	56	44	but	but	CCONJ
essd-556	56	45	also	also	ADV
essd-556	56	46	because	because	SCONJ
essd-556	56	47	of	of	ADP
essd-556	56	48	more	more	ADJ
essd-556	56	49	networks	network	NOUN
essd-556	56	50	,	,	PUNCT
essd-556	56	51	as	as	SCONJ
essd-556	56	52	new	new	ADJ
essd-556	56	53	ideas	idea	NOUN
essd-556	56	54	come	come	VERB
essd-556	56	55	from	from	ADP
essd-556	56	56	the	the	DET
essd-556	56	57	combination	combination	NOUN
essd-556	56	58	of	of	ADP
essd-556	56	59	existing	exist	VERB
essd-556	56	60	ideas	idea	NOUN
essd-556	56	61	.	.	PUNCT
essd-556	57	1	furthermore	furthermore	ADV
essd-556	57	2	,	,	PUNCT
essd-556	57	3	in	in	ADP
essd-556	57	4	larger	large	ADJ
essd-556	57	5	cities	city	NOUN
essd-556	57	6	there	there	PRON
essd-556	57	7	is	be	VERB
essd-556	57	8	more	more	ADJ
essd-556	57	9	information	information	NOUN
essd-556	57	10	spillover	spillover	VERB
essd-556	57	11	;	;	PUNCT
essd-556	57	12	the	the	DET
essd-556	57	13	connections	connection	NOUN
essd-556	57	14	are	be	AUX
essd-556	57	15	more	more	ADV
essd-556	57	16	varied	varied	ADJ
essd-556	57	17	in	in	ADP
essd-556	57	18	larger	large	ADJ
essd-556	57	19	cities	city	NOUN
essd-556	57	20	,	,	PUNCT
essd-556	57	21	as	as	SCONJ
essd-556	57	22	there	there	PRON
essd-556	57	23	is	be	VERB
essd-556	57	24	more	more	ADJ
essd-556	57	25	possibility	possibility	NOUN
essd-556	57	26	to	to	PART
essd-556	57	27	meet	meet	VERB
essd-556	57	28	diverse	diverse	ADJ
essd-556	57	29	people	people	NOUN
essd-556	57	30	that	that	PRON
essd-556	57	31	eventually	eventually	ADV
essd-556	57	32	make	make	VERB
essd-556	57	33	something	something	PRON
essd-556	57	34	innovative	innovative	ADJ
essd-556	57	35	happening	happen	VERB
essd-556	57	36	more	more	ADV
essd-556	57	37	likely	likely	ADV
essd-556	57	38	,	,	PUNCT
essd-556	57	39	in	in	ADP
essd-556	57	40	comparison	comparison	NOUN
essd-556	57	41	with	with	ADP
essd-556	57	42	smaller	small	ADJ
essd-556	57	43	cities	city	NOUN
essd-556	57	44	(	(	PUNCT
essd-556	57	45	johnson	johnson	PROPN
essd-556	57	46	,	,	PUNCT
essd-556	57	47	2011	2011	NUM
essd-556	57	48	)	)	PUNCT
essd-556	57	49	.	.	PUNCT
essd-556	58	1	the	the	DET
essd-556	58	2	us	us	PROPN
essd-556	58	3	metropolitan	metropolitan	ADJ
essd-556	58	4	areas	area	NOUN
essd-556	58	5	analyzed	analyze	VERB
essd-556	58	6	in	in	ADP
essd-556	58	7	the	the	DET
essd-556	58	8	present	present	ADJ
essd-556	58	9	study	study	NOUN
essd-556	58	10	are	be	AUX
essd-556	58	11	listed	list	VERB
essd-556	58	12	in	in	ADP
essd-556	58	13	table	table	NOUN
essd-556	58	14	1	1	NUM
essd-556	58	15	.	.	PUNCT
essd-556	59	1	the	the	DET
essd-556	59	2	metropolitan	metropolitan	ADJ
essd-556	59	3	areas	area	NOUN
essd-556	59	4	are	be	AUX
essd-556	59	5	listed	list	VERB
essd-556	59	6	in	in	ADP
essd-556	59	7	alphabetical	alphabetical	ADJ
essd-556	59	8	order	order	NOUN
essd-556	59	9	.	.	PUNCT
essd-556	60	1	2.2	2.2	NUM
essd-556	60	2	.	.	PUNCT
essd-556	61	1	the	the	DET
essd-556	61	2	database	database	NOUN
essd-556	61	3	and	and	CCONJ
essd-556	61	4	indicators	indicator	NOUN
essd-556	61	5	for	for	ADP
essd-556	61	6	the	the	DET
essd-556	61	7	present	present	ADJ
essd-556	61	8	study	study	NOUN
essd-556	61	9	it	it	PRON
essd-556	61	10	has	have	AUX
essd-556	61	11	been	be	AUX
essd-556	61	12	collected	collect	VERB
essd-556	61	13	a	a	DET
essd-556	61	14	multifaceted	multifaceted	ADJ
essd-556	61	15	database	database	NOUN
essd-556	61	16	,	,	PUNCT
essd-556	61	17	looking	look	VERB
essd-556	61	18	across	across	ADP
essd-556	61	19	various	various	ADJ
essd-556	61	20	aspects	aspect	NOUN
essd-556	61	21	of	of	ADP
essd-556	61	22	sustainability	sustainability	NOUN
essd-556	61	23	,	,	PUNCT
essd-556	61	24	technological	technological	ADJ
essd-556	61	25	innovation	innovation	NOUN
essd-556	61	26	,	,	PUNCT
essd-556	61	27	and	and	CCONJ
essd-556	61	28	economic	economic	ADJ
essd-556	61	29	development	development	NOUN
essd-556	61	30	,	,	PUNCT
essd-556	61	31	to	to	PART
essd-556	61	32	get	get	VERB
essd-556	61	33	the	the	DET
essd-556	61	34	full	full	ADJ
essd-556	61	35	picture	picture	NOUN
essd-556	61	36	.	.	PUNCT
essd-556	62	1	the	the	DET
essd-556	62	2	sustainability	sustainability	NOUN
essd-556	62	3	-	-	PUNCT
essd-556	62	4	innovation	innovation	NOUN
essd-556	62	5	-	-	PUNCT
essd-556	62	6	local	local	ADJ
essd-556	62	7	economic	economic	ADJ
essd-556	62	8	development	development	NOUN
essd-556	62	9	model	model	NOUN
essd-556	62	10	(	(	PUNCT
essd-556	62	11	sustain	sustain	VERB
essd-556	62	12	-	-	PUNCT
essd-556	62	13	led	lead	VERB
essd-556	62	14	model	model	NOUN
essd-556	62	15	)	)	PUNCT
essd-556	62	16	assesses	assess	VERB
essd-556	62	17	three	three	NUM
essd-556	62	18	parameters	parameter	NOUN
essd-556	62	19	:	:	PUNCT
essd-556	62	20	air	air	NOUN
essd-556	62	21	quality	quality	NOUN
essd-556	62	22	,	,	PUNCT
essd-556	62	23	jobs	job	NOUN
essd-556	62	24	,	,	PUNCT
essd-556	62	25	and	and	CCONJ
essd-556	62	26	technological	technological	ADJ
essd-556	62	27	innovation	innovation	NOUN
essd-556	62	28	.	.	PUNCT
essd-556	63	1	regression	regression	NOUN
essd-556	63	2	analyses	analysis	NOUN
essd-556	63	3	within	within	ADP
essd-556	63	4	each	each	DET
essd-556	63	5	parameter	parameter	NOUN
essd-556	63	6	are	be	AUX
essd-556	63	7	carried	carry	VERB
essd-556	63	8	out	out	ADP
essd-556	63	9	in	in	ADP
essd-556	63	10	the	the	DET
essd-556	63	11	study	study	NOUN
essd-556	63	12	.	.	PUNCT
essd-556	64	1	in	in	ADP
essd-556	64	2	the	the	DET
essd-556	64	3	following	follow	VERB
essd-556	64	4	table	table	NOUN
essd-556	64	5	are	be	AUX
essd-556	64	6	clarified	clarify	VERB
essd-556	64	7	the	the	DET
essd-556	64	8	indicators	indicator	NOUN
essd-556	64	9	relative	relative	ADJ
essd-556	64	10	to	to	ADP
essd-556	64	11	the	the	DET
essd-556	64	12	three	three	NUM
essd-556	64	13	main	main	ADJ
essd-556	64	14	topics	topic	NOUN
essd-556	64	15	included	include	VERB
essd-556	64	16	in	in	ADP
essd-556	64	17	the	the	DET
essd-556	64	18	development	development	NOUN
essd-556	64	19	of	of	ADP
essd-556	64	20	the	the	DET
essd-556	64	21	sustain	sustain	NOUN
essd-556	64	22	-	-	PUNCT
essd-556	64	23	led	lead	VERB
essd-556	64	24	model	model	NOUN
essd-556	64	25	.	.	PUNCT
essd-556	65	1	table	table	NOUN
essd-556	65	2	2	2	NUM
essd-556	65	3	.	.	PUNCT
essd-556	65	4	indicators	indicator	NOUN
essd-556	65	5	chosen	choose	VERB
essd-556	65	6	for	for	ADP
essd-556	65	7	the	the	DET
essd-556	65	8	sustain	sustain	VERB
essd-556	65	9	-	-	PUNCT
essd-556	65	10	led	lead	VERB
essd-556	65	11	model	model	NOUN
essd-556	65	12	topic	topic	NOUN
essd-556	65	13	indicator	indicator	NOUN
essd-556	65	14	units	unit	NOUN
essd-556	65	15	source	source	VERB
essd-556	65	16	geographic	geographic	ADJ
essd-556	65	17	scale	scale	NOUN
essd-556	65	18	description	description	NOUN
essd-556	65	19	of	of	ADP
essd-556	65	20	indicator	indicator	NOUN
essd-556	65	21	inputs	input	VERB
essd-556	65	22	environmental	environmental	ADJ
essd-556	65	23	sustainability	sustainability	NOUN
essd-556	65	24	air	air	NOUN
essd-556	65	25	quality	quality	PROPN
essd-556	65	26	median	median	ADJ
essd-556	65	27	air	air	NOUN
essd-556	65	28	quality	quality	PROPN
essd-556	65	29	index	index	PROPN
essd-556	65	30	environmental	environmental	PROPN
essd-556	65	31	protection	protection	PROPN
essd-556	65	32	agency	agency	PROPN
essd-556	65	33	metropolitan	metropolitan	PROPN
essd-556	65	34	areas	area	NOUN
essd-556	65	35	with	with	ADP
essd-556	65	36	population	population	NOUN
essd-556	65	37	greater	great	ADJ
essd-556	65	38	than	than	ADP
essd-556	65	39	1	1	NUM
essd-556	65	40	million	million	NUM
essd-556	65	41	the	the	DET
essd-556	65	42	aqi	aqi	NOUN
essd-556	65	43	is	be	AUX
essd-556	65	44	based	base	VERB
essd-556	65	45	on	on	ADP
essd-556	65	46	the	the	DET
essd-556	65	47	five	five	NUM
essd-556	65	48	”	"	PUNCT
essd-556	65	49	criteria	criterion	NOUN
essd-556	65	50	”	"	PUNCT
essd-556	65	51	pollutants	pollutant	NOUN
essd-556	65	52	regulated	regulate	VERB
essd-556	65	53	under	under	ADP
essd-556	65	54	the	the	DET
essd-556	65	55	clean	clean	PROPN
essd-556	65	56	air	air	PROPN
essd-556	65	57	act	act	PROPN
essd-556	65	58	:	:	PUNCT
essd-556	65	59	ground	ground	NOUN
essd-556	65	60	-	-	PUNCT
essd-556	65	61	level	level	NOUN
essd-556	65	62	ozone	ozone	NOUN
essd-556	65	63	,	,	PUNCT
essd-556	65	64	particulate	particulate	NOUN
essd-556	65	65	matter	matter	NOUN
essd-556	65	66	,	,	PUNCT
essd-556	65	67	carbon	carbon	NOUN
essd-556	65	68	monoxide	monoxide	NOUN
essd-556	65	69	,	,	PUNCT
essd-556	65	70	sulfur	sulfur	NOUN
essd-556	65	71	dioxide	dioxide	NOUN
essd-556	65	72	,	,	PUNCT
essd-556	65	73	and	and	CCONJ
essd-556	65	74	nitrogen	nitrogen	NOUN
essd-556	65	75	dioxide	dioxide	NOUN
essd-556	65	76	.	.	PUNCT
essd-556	66	1	innovation	innovation	NOUN
essd-556	66	2	utility	utility	NOUN
essd-556	66	3	patents	patent	NOUN
essd-556	66	4	utility	utility	NOUN
essd-556	66	5	patents	patent	NOUN
essd-556	66	6	per	per	ADP
essd-556	66	7	100	100	NUM
essd-556	66	8	workers	worker	NOUN
essd-556	66	9	us	us	PROPN
essd-556	66	10	patent	patent	NOUN
essd-556	66	11	and	and	CCONJ
essd-556	66	12	trademark	trademark	NOUN
essd-556	66	13	office	office	NOUN
essd-556	66	14	patent	patent	NOUN
essd-556	66	15	technology	technology	NOUN
essd-556	66	16	monitoring	monitor	VERB
essd-556	66	17	team	team	NOUN
essd-556	66	18	(	(	PUNCT
essd-556	66	19	ptmt	ptmt	PROPN
essd-556	66	20	)	)	PUNCT
essd-556	66	21	utility	utility	NOUN
essd-556	66	22	patents	patent	NOUN
essd-556	66	23	originated	originate	VERB
essd-556	66	24	during	during	ADP
essd-556	66	25	2015	2015	NUM
essd-556	66	26	(	(	PUNCT
essd-556	66	27	patent	patent	NOUN
essd-556	66	28	origin	origin	NOUN
essd-556	66	29	is	be	AUX
essd-556	66	30	determined	determine	VERB
essd-556	66	31	by	by	ADP
essd-556	66	32	the	the	DET
essd-556	66	33	residence	residence	NOUN
essd-556	66	34	of	of	ADP
essd-556	66	35	the	the	DET
essd-556	66	36	first	first	ADV
essd-556	66	37	-	-	PUNCT
essd-556	66	38	named	name	VERB
essd-556	66	39	inventor	inventor	NOUN
essd-556	66	40	)	)	PUNCT
essd-556	66	41	continued	continue	VERB
essd-556	66	42	on	on	ADP
essd-556	66	43	next	next	ADJ
essd-556	66	44	page	page	NOUN
essd-556	66	45	pg	pg	NOUN
essd-556	66	46	.	.	PROPN
essd-556	67	1	63	63	NUM
essd-556	67	2	cantafio	cantafio	NOUN
essd-556	67	3	/	/	SYM
essd-556	67	4	environmental	environmental	ADJ
essd-556	67	5	science	science	NOUN
essd-556	67	6	and	and	CCONJ
essd-556	67	7	sustainable	sustainable	ADJ
essd-556	67	8	development	development	NOUN
essd-556	67	9	,	,	PUNCT
essd-556	67	10	essd	essd	NOUN
essd-556	67	11	table	table	NOUN
essd-556	67	12	2	2	NUM
essd-556	67	13	continued	continue	VERB
essd-556	67	14	local	local	ADJ
essd-556	67	15	economic	economic	ADJ
essd-556	67	16	development	development	NOUN
essd-556	67	17	employment	employment	NOUN
essd-556	67	18	employment	employment	NOUN
essd-556	67	19	rate	rate	NOUN
essd-556	67	20	over	over	ADP
essd-556	67	21	population	population	NOUN
essd-556	67	22	us	us	PROPN
essd-556	67	23	bureau	bureau	PROPN
essd-556	67	24	of	of	ADP
essd-556	67	25	labor	labor	PROPN
essd-556	67	26	statistics	statistic	NOUN
essd-556	67	27	and	and	CCONJ
essd-556	67	28	american	american	ADJ
essd-556	67	29	community	community	NOUN
essd-556	67	30	2015	2015	NUM
essd-556	67	31	survey	survey	NOUN
essd-556	67	32	1	1	NUM
essd-556	67	33	-	-	PUNCT
essd-556	67	34	year	year	NOUN
essd-556	67	35	estimates	estimate	NOUN
essd-556	67	36	employment	employment	NOUN
essd-556	67	37	/	/	SYM
essd-556	67	38	population	population	NOUN
essd-556	67	39	rate	rate	NOUN
essd-556	67	40	(	(	PUNCT
essd-556	67	41	16	16	NUM
essd-556	67	42	years	year	NOUN
essd-556	67	43	and	and	CCONJ
essd-556	67	44	over	over	ADP
essd-556	67	45	)	)	PUNCT
essd-556	67	46	the	the	DET
essd-556	67	47	reasons	reason	NOUN
essd-556	67	48	for	for	ADP
essd-556	67	49	the	the	DET
essd-556	67	50	choice	choice	NOUN
essd-556	67	51	of	of	ADP
essd-556	67	52	the	the	DET
essd-556	67	53	three	three	NUM
essd-556	67	54	indicators	indicator	NOUN
essd-556	67	55	shown	show	VERB
essd-556	67	56	in	in	ADP
essd-556	67	57	table	table	NOUN
essd-556	67	58	2	2	NUM
essd-556	67	59	,	,	PUNCT
essd-556	67	60	representing	represent	VERB
essd-556	67	61	the	the	DET
essd-556	67	62	three	three	NUM
essd-556	67	63	main	main	ADJ
essd-556	67	64	topics	topic	NOUN
essd-556	67	65	of	of	ADP
essd-556	67	66	the	the	DET
essd-556	67	67	present	present	ADJ
essd-556	67	68	study	study	NOUN
essd-556	67	69	,	,	PUNCT
essd-556	67	70	are	be	AUX
essd-556	67	71	now	now	ADV
essd-556	67	72	explained	explain	VERB
essd-556	67	73	:	:	PUNCT
essd-556	67	74	–	–	PUNCT
essd-556	67	75	to	to	PART
essd-556	67	76	represent	represent	VERB
essd-556	67	77	local	local	ADJ
essd-556	67	78	economic	economic	ADJ
essd-556	67	79	development	development	NOUN
essd-556	67	80	,	,	PUNCT
essd-556	67	81	several	several	ADJ
essd-556	67	82	indicators	indicator	NOUN
essd-556	67	83	have	have	AUX
essd-556	67	84	been	be	AUX
essd-556	67	85	analyzed	analyze	VERB
essd-556	67	86	:	:	PUNCT
essd-556	67	87	total	total	ADJ
essd-556	67	88	employment	employment	NOUN
essd-556	67	89	,	,	PUNCT
essd-556	67	90	number	number	NOUN
essd-556	67	91	of	of	ADP
essd-556	67	92	jobs	job	NOUN
essd-556	67	93	of	of	ADP
essd-556	67	94	local	local	ADJ
essd-556	67	95	clusters	cluster	NOUN
essd-556	67	96	,	,	PUNCT
essd-556	67	97	wage	wage	NOUN
essd-556	67	98	,	,	PUNCT
essd-556	67	99	specialization	specialization	NOUN
essd-556	67	100	(	(	PUNCT
essd-556	67	101	as	as	ADP
essd-556	67	102	national	national	ADJ
essd-556	67	103	employment	employment	NOUN
essd-556	67	104	share	share	NOUN
essd-556	67	105	)	)	PUNCT
essd-556	67	106	,	,	PUNCT
essd-556	67	107	and	and	CCONJ
essd-556	67	108	active	active	ADJ
essd-556	67	109	population	population	NOUN
essd-556	67	110	(	(	PUNCT
essd-556	67	111	16	16	NUM
essd-556	67	112	years	year	NOUN
essd-556	67	113	old	old	ADJ
essd-556	67	114	)	)	PUNCT
essd-556	67	115	.	.	PUNCT
essd-556	68	1	as	as	ADP
essd-556	68	2	an	an	DET
essd-556	68	3	outcome	outcome	NOUN
essd-556	68	4	of	of	ADP
essd-556	68	5	this	this	DET
essd-556	68	6	phase	phase	NOUN
essd-556	68	7	,	,	PUNCT
essd-556	68	8	total	total	ADJ
essd-556	68	9	employment	employment	NOUN
essd-556	68	10	has	have	AUX
essd-556	68	11	been	be	AUX
essd-556	68	12	selected	select	VERB
essd-556	68	13	as	as	ADP
essd-556	68	14	the	the	DET
essd-556	68	15	most	most	ADV
essd-556	68	16	appropriate	appropriate	ADJ
essd-556	68	17	indicator	indicator	NOUN
essd-556	68	18	for	for	ADP
essd-556	68	19	the	the	DET
essd-556	68	20	research	research	NOUN
essd-556	68	21	.	.	PUNCT
essd-556	69	1	it	it	PRON
essd-556	69	2	is	be	AUX
essd-556	69	3	a	a	DET
essd-556	69	4	better	well	ADJ
essd-556	69	5	fit	fit	ADJ
essd-556	69	6	than	than	ADP
essd-556	69	7	employment	employment	NOUN
essd-556	69	8	of	of	ADP
essd-556	69	9	local	local	ADJ
essd-556	69	10	clusters	cluster	NOUN
essd-556	69	11	because	because	SCONJ
essd-556	69	12	it	it	PRON
essd-556	69	13	comprises	comprise	VERB
essd-556	69	14	all	all	DET
essd-556	69	15	the	the	DET
essd-556	69	16	types	type	NOUN
essd-556	69	17	of	of	ADP
essd-556	69	18	jobs	job	NOUN
essd-556	69	19	within	within	ADP
essd-556	69	20	economy	economy	NOUN
essd-556	69	21	,	,	PUNCT
essd-556	69	22	including	include	VERB
essd-556	69	23	the	the	DET
essd-556	69	24	ones	one	NOUN
essd-556	69	25	related	relate	VERB
essd-556	69	26	to	to	ADP
essd-556	69	27	exporting	export	VERB
essd-556	69	28	industry	industry	NOUN
essd-556	69	29	.	.	PUNCT
essd-556	70	1	the	the	DET
essd-556	70	2	total	total	ADJ
essd-556	70	3	employment	employment	NOUN
essd-556	70	4	helps	help	VERB
essd-556	70	5	to	to	PART
essd-556	70	6	explain	explain	VERB
essd-556	70	7	more	more	ADJ
essd-556	70	8	and	and	CCONJ
essd-556	70	9	it	it	PRON
essd-556	70	10	makes	make	VERB
essd-556	70	11	more	more	ADJ
essd-556	70	12	sense	sense	NOUN
essd-556	70	13	for	for	ADP
essd-556	70	14	this	this	DET
essd-556	70	15	investigation	investigation	NOUN
essd-556	70	16	.	.	PUNCT
essd-556	71	1	it	it	PRON
essd-556	71	2	also	also	ADV
essd-556	71	3	represents	represent	VERB
essd-556	71	4	broader	broad	ADJ
essd-556	71	5	facts	fact	NOUN
essd-556	71	6	affecting	affect	VERB
essd-556	71	7	the	the	DET
essd-556	71	8	community	community	NOUN
essd-556	71	9	.	.	PUNCT
essd-556	72	1	–	–	PUNCT
essd-556	72	2	regarding	regard	VERB
essd-556	72	3	the	the	DET
essd-556	72	4	choice	choice	NOUN
essd-556	72	5	of	of	ADP
essd-556	72	6	the	the	DET
essd-556	72	7	parameter	parameter	NOUN
essd-556	72	8	representing	represent	VERB
essd-556	72	9	innovation	innovation	NOUN
essd-556	72	10	,	,	PUNCT
essd-556	72	11	there	there	PRON
essd-556	72	12	are	be	VERB
essd-556	72	13	two	two	NUM
essd-556	72	14	separate	separate	ADJ
essd-556	72	15	schools	school	NOUN
essd-556	72	16	of	of	ADP
essd-556	72	17	thought	thought	NOUN
essd-556	72	18	for	for	ADP
essd-556	72	19	analyzing	analyze	VERB
essd-556	72	20	innovation	innovation	NOUN
essd-556	72	21	at	at	ADP
essd-556	72	22	a	a	DET
essd-556	72	23	broad	broad	ADJ
essd-556	72	24	scale	scale	NOUN
essd-556	72	25	.	.	PUNCT
essd-556	73	1	many	many	ADJ
essd-556	73	2	academics	academic	NOUN
essd-556	73	3	in	in	ADP
essd-556	73	4	their	their	PRON
essd-556	73	5	studies	study	NOUN
essd-556	73	6	have	have	AUX
essd-556	73	7	utilized	utilize	VERB
essd-556	73	8	patent	patent	NOUN
essd-556	73	9	data	datum	NOUN
essd-556	73	10	(	(	PUNCT
essd-556	73	11	feldman	feldman	PROPN
essd-556	73	12	&	&	CCONJ
essd-556	73	13	lendl	lendl	PROPN
essd-556	73	14	,	,	PUNCT
essd-556	73	15	2010	2010	NUM
essd-556	73	16	;	;	PUNCT
essd-556	73	17	sedgley	sedgley	NOUN
essd-556	73	18	&	&	CCONJ
essd-556	73	19	elmslie	elmslie	PROPN
essd-556	73	20	,	,	PUNCT
essd-556	73	21	2011	2011	NUM
essd-556	73	22	)	)	PUNCT
essd-556	73	23	.	.	PUNCT
essd-556	74	1	another	another	DET
essd-556	74	2	body	body	NOUN
essd-556	74	3	of	of	ADP
essd-556	74	4	researchers	researcher	NOUN
essd-556	74	5	believes	believe	VERB
essd-556	74	6	that	that	SCONJ
essd-556	74	7	the	the	DET
essd-556	74	8	best	good	ADJ
essd-556	74	9	measure	measure	NOUN
essd-556	74	10	for	for	ADP
essd-556	74	11	innovation	innovation	NOUN
essd-556	74	12	is	be	AUX
essd-556	74	13	represented	represent	VERB
essd-556	74	14	by	by	ADP
essd-556	74	15	surveys	survey	NOUN
essd-556	74	16	.	.	PUNCT
essd-556	75	1	however	however	ADV
essd-556	75	2	,	,	PUNCT
essd-556	75	3	a	a	DET
essd-556	75	4	study	study	NOUN
essd-556	75	5	conducted	conduct	VERB
essd-556	75	6	by	by	ADP
essd-556	75	7	(	(	PUNCT
essd-556	75	8	acs	acs	PROPN
essd-556	75	9	,	,	PUNCT
essd-556	75	10	anselin	anselin	PROPN
essd-556	75	11	&	&	CCONJ
essd-556	75	12	varga	varga	PROPN
essd-556	75	13	,	,	PUNCT
essd-556	75	14	2002	2002	NUM
essd-556	75	15	)	)	PUNCT
essd-556	75	16	determined	determine	VERB
essd-556	75	17	that	that	SCONJ
essd-556	75	18	patents	patent	NOUN
essd-556	75	19	deliver	deliver	VERB
essd-556	75	20	a	a	DET
essd-556	75	21	reasonably	reasonably	ADV
essd-556	75	22	precise	precise	ADJ
essd-556	75	23	evaluation	evaluation	NOUN
essd-556	75	24	of	of	ADP
essd-556	75	25	the	the	DET
essd-556	75	26	geography	geography	NOUN
essd-556	75	27	of	of	ADP
essd-556	75	28	product	product	NOUN
essd-556	75	29	innovation	innovation	NOUN
essd-556	75	30	throughout	throughout	ADP
essd-556	75	31	us	we	PRON
essd-556	75	32	metropolitan	metropolitan	ADJ
essd-556	75	33	areas	area	NOUN
essd-556	75	34	(	(	PUNCT
essd-556	75	35	msas	msa	NOUN
essd-556	75	36	)	)	PUNCT
essd-556	75	37	,	,	PUNCT
essd-556	75	38	but	but	CCONJ
essd-556	75	39	patents	patent	NOUN
essd-556	75	40	do	do	AUX
essd-556	75	41	not	not	PART
essd-556	75	42	control	control	VERB
essd-556	75	43	their	their	PRON
essd-556	75	44	legitimacy	legitimacy	NOUN
essd-556	75	45	in	in	ADP
essd-556	75	46	smaller	small	ADJ
essd-556	75	47	town	town	NOUN
essd-556	75	48	or	or	CCONJ
essd-556	75	49	non	non	ADJ
essd-556	75	50	-	-	ADJ
essd-556	75	51	urban	urban	ADJ
essd-556	75	52	areas	area	NOUN
essd-556	75	53	,	,	PUNCT
essd-556	75	54	nor	nor	CCONJ
essd-556	75	55	for	for	ADP
essd-556	75	56	other	other	ADJ
essd-556	75	57	types	type	NOUN
essd-556	75	58	of	of	ADP
essd-556	75	59	economic	economic	ADJ
essd-556	75	60	innovation	innovation	NOUN
essd-556	75	61	,	,	PUNCT
essd-556	75	62	like	like	ADP
essd-556	75	63	for	for	ADP
essd-556	75	64	instance	instance	NOUN
essd-556	75	65	non	non	ADJ
essd-556	75	66	-	-	ADJ
essd-556	75	67	scientific	scientific	ADJ
essd-556	75	68	fields	field	NOUN
essd-556	75	69	or	or	CCONJ
essd-556	75	70	more	more	ADJ
essd-556	75	71	humanistic	humanistic	ADJ
essd-556	75	72	areas	area	NOUN
essd-556	75	73	.	.	PUNCT
essd-556	76	1	the	the	DET
essd-556	76	2	latter	latter	ADJ
essd-556	76	3	does	do	AUX
essd-556	76	4	not	not	PART
essd-556	76	5	represent	represent	VERB
essd-556	76	6	an	an	DET
essd-556	76	7	issue	issue	NOUN
essd-556	76	8	,	,	PUNCT
essd-556	76	9	since	since	SCONJ
essd-556	76	10	the	the	DET
essd-556	76	11	present	present	ADJ
essd-556	76	12	study	study	NOUN
essd-556	76	13	has	have	AUX
essd-556	76	14	been	be	AUX
essd-556	76	15	carried	carry	VERB
essd-556	76	16	out	out	ADP
essd-556	76	17	with	with	ADP
essd-556	76	18	data	datum	NOUN
essd-556	76	19	of	of	ADP
essd-556	76	20	large	large	ADJ
essd-556	76	21	metropolitan	metropolitan	ADJ
essd-556	76	22	areas	area	NOUN
essd-556	76	23	,	,	PUNCT
essd-556	76	24	with	with	ADP
essd-556	76	25	a	a	DET
essd-556	76	26	population	population	NOUN
essd-556	76	27	of	of	ADP
essd-556	76	28	over	over	ADP
essd-556	76	29	1	1	NUM
essd-556	76	30	million	million	NUM
essd-556	76	31	.	.	PUNCT
essd-556	76	32	–	–	PUNCT
essd-556	76	33	for	for	ADP
essd-556	76	34	environmental	environmental	ADJ
essd-556	76	35	sustainability	sustainability	NOUN
essd-556	76	36	,	,	PUNCT
essd-556	76	37	the	the	DET
essd-556	76	38	median	median	ADJ
essd-556	76	39	value	value	NOUN
essd-556	76	40	of	of	ADP
essd-556	76	41	the	the	DET
essd-556	76	42	aqi	aqi	NOUN
essd-556	76	43	of	of	ADP
essd-556	76	44	the	the	DET
essd-556	76	45	metropolitan	metropolitan	ADJ
essd-556	76	46	area	area	NOUN
essd-556	76	47	has	have	AUX
essd-556	76	48	been	be	AUX
essd-556	76	49	utilized	utilize	VERB
essd-556	76	50	.	.	PUNCT
essd-556	77	1	the	the	DET
essd-556	77	2	reason	reason	NOUN
essd-556	77	3	that	that	PRON
essd-556	77	4	lay	lie	VERB
essd-556	77	5	behind	behind	ADV
essd-556	77	6	is	be	AUX
essd-556	77	7	that	that	PRON
essd-556	77	8	high	high	ADJ
essd-556	77	9	amounts	amount	NOUN
essd-556	77	10	of	of	ADP
essd-556	77	11	air	air	NOUN
essd-556	77	12	pollution	pollution	NOUN
essd-556	77	13	are	be	AUX
essd-556	77	14	connected	connect	VERB
essd-556	77	15	with	with	ADP
essd-556	77	16	frequent	frequent	ADJ
essd-556	77	17	adverse	adverse	ADJ
essd-556	77	18	health	health	NOUN
essd-556	77	19	effects	effect	NOUN
essd-556	77	20	for	for	ADP
essd-556	77	21	example	example	NOUN
essd-556	77	22	increased	increase	VERB
essd-556	77	23	risk	risk	NOUN
essd-556	77	24	for	for	ADP
essd-556	77	25	heart	heart	NOUN
essd-556	77	26	disease	disease	NOUN
essd-556	77	27	and	and	CCONJ
essd-556	77	28	lung	lung	NOUN
essd-556	77	29	illnesses	illness	NOUN
essd-556	77	30	.	.	PUNCT
essd-556	78	1	the	the	DET
essd-556	78	2	air	air	NOUN
essd-556	78	3	quality	quality	NOUN
essd-556	78	4	is	be	AUX
essd-556	78	5	a	a	DET
essd-556	78	6	measure	measure	NOUN
essd-556	78	7	of	of	ADP
essd-556	78	8	the	the	DET
essd-556	78	9	tendency	tendency	NOUN
essd-556	78	10	for	for	ADP
essd-556	78	11	the	the	DET
essd-556	78	12	adverse	adverse	ADJ
essd-556	78	13	health	health	NOUN
essd-556	78	14	consequences	consequence	NOUN
essd-556	78	15	related	relate	VERB
essd-556	78	16	with	with	ADP
essd-556	78	17	air	air	NOUN
essd-556	78	18	pollution	pollution	NOUN
essd-556	78	19	.	.	PUNCT
essd-556	79	1	in	in	ADP
essd-556	79	2	this	this	DET
essd-556	79	3	study	study	NOUN
essd-556	79	4	air	air	NOUN
essd-556	79	5	quality	quality	NOUN
essd-556	79	6	is	be	AUX
essd-556	79	7	quantified	quantify	VERB
essd-556	79	8	utilizing	utilize	VERB
essd-556	79	9	data	datum	NOUN
essd-556	79	10	from	from	ADP
essd-556	79	11	the	the	DET
essd-556	79	12	environmental	environmental	PROPN
essd-556	79	13	protection	protection	PROPN
essd-556	79	14	agency	agency	PROPN
essd-556	79	15	(	(	PUNCT
essd-556	79	16	epa	epa	PROPN
essd-556	79	17	)	)	PUNCT
essd-556	79	18	through	through	ADP
essd-556	79	19	air	air	NOUN
essd-556	79	20	quality	quality	NOUN
essd-556	79	21	index	index	NOUN
essd-556	79	22	(	(	PUNCT
essd-556	79	23	aqi	aqi	PROPN
essd-556	79	24	)	)	PUNCT
essd-556	79	25	.	.	PUNCT
essd-556	80	1	the	the	DET
essd-556	80	2	data	datum	NOUN
essd-556	80	3	provided	provide	VERB
essd-556	80	4	tells	tell	VERB
essd-556	80	5	how	how	SCONJ
essd-556	80	6	polluted	polluted	ADJ
essd-556	80	7	the	the	DET
essd-556	80	8	air	air	NOUN
essd-556	80	9	is	be	AUX
essd-556	80	10	.	.	PUNCT
essd-556	81	1	an	an	DET
essd-556	81	2	aqi	aqi	ADJ
essd-556	81	3	measure	measure	NOUN
essd-556	81	4	of	of	ADP
essd-556	81	5	100	100	NUM
essd-556	81	6	usually	usually	ADV
essd-556	81	7	corresponds	correspond	VERB
essd-556	81	8	to	to	ADP
essd-556	81	9	the	the	DET
essd-556	81	10	national	national	ADJ
essd-556	81	11	air	air	PROPN
essd-556	81	12	quality	quality	PROPN
essd-556	81	13	standard	standard	NOUN
essd-556	81	14	for	for	ADP
essd-556	81	15	the	the	DET
essd-556	81	16	pollutant	pollutant	NOUN
essd-556	81	17	,	,	PUNCT
essd-556	81	18	which	which	PRON
essd-556	81	19	is	be	AUX
essd-556	81	20	the	the	DET
essd-556	81	21	level	level	NOUN
essd-556	81	22	that	that	PRON
essd-556	81	23	epa	epa	PROPN
essd-556	81	24	has	have	AUX
essd-556	81	25	fixed	fix	VERB
essd-556	81	26	to	to	PART
essd-556	81	27	defend	defend	VERB
essd-556	81	28	public	public	ADJ
essd-556	81	29	health	health	NOUN
essd-556	81	30	.	.	PUNCT
essd-556	82	1	the	the	DET
essd-556	82	2	model	model	NOUN
essd-556	82	3	used	use	VERB
essd-556	82	4	for	for	ADP
essd-556	82	5	multiple	multiple	ADJ
essd-556	82	6	linear	linear	ADJ
essd-556	82	7	regression	regression	NOUN
essd-556	82	8	,	,	PUNCT
essd-556	82	9	given	give	VERB
essd-556	82	10	the	the	DET
essd-556	82	11	observations	observation	NOUN
essd-556	82	12	,	,	PUNCT
essd-556	82	13	is	be	AUX
essd-556	82	14	:	:	PUNCT
essd-556	82	15	y1	y1	INTJ
essd-556	82	16	=	=	PUNCT
essd-556	82	17	α	α	PRON
essd-556	83	1	|	|	ADV
essd-556	83	2	β1x1,1	β1x1,1	NOUN
essd-556	84	1	|	|	ADV
essd-556	84	2	β2x2,2	β2x2,2	PRON
essd-556	84	3	(	(	PUNCT
essd-556	84	4	1	1	X
essd-556	84	5	)	)	PUNCT
essd-556	84	6	it	it	PRON
essd-556	84	7	is	be	AUX
essd-556	84	8	useful	useful	ADJ
essd-556	84	9	to	to	PART
essd-556	84	10	recall	recall	VERB
essd-556	84	11	which	which	PRON
essd-556	84	12	variables	variable	NOUN
essd-556	84	13	are	be	AUX
essd-556	84	14	taken	take	VERB
essd-556	84	15	into	into	ADP
essd-556	84	16	account	account	NOUN
essd-556	84	17	for	for	ADP
essd-556	84	18	the	the	DET
essd-556	84	19	study	study	NOUN
essd-556	84	20	at	at	ADP
essd-556	84	21	this	this	DET
essd-556	84	22	level	level	NOUN
essd-556	84	23	:	:	PUNCT
essd-556	84	24	–	–	PUNCT
essd-556	84	25	dependent	dependent	ADJ
essd-556	84	26	variable	variable	NOUN
essd-556	84	27	:	:	PUNCT
essd-556	84	28	number	number	NOUN
essd-556	84	29	of	of	ADP
essd-556	84	30	workers	worker	NOUN
essd-556	84	31	in	in	ADP
essd-556	84	32	the	the	DET
essd-556	84	33	american	american	ADJ
essd-556	84	34	metropolitan	metropolitan	ADJ
essd-556	84	35	areas	area	NOUN
essd-556	84	36	;	;	PUNCT
essd-556	85	1	y1	y1	NOUN
essd-556	85	2	in	in	ADP
essd-556	85	3	the	the	DET
essd-556	85	4	equation	equation	NOUN
essd-556	85	5	(	(	PUNCT
essd-556	85	6	1	1	NUM
essd-556	85	7	)	)	PUNCT
essd-556	85	8	–	–	PUNCT
essd-556	85	9	independent	independent	ADJ
essd-556	85	10	variable	variable	ADJ
essd-556	85	11	no.1	no.1	NOUN
essd-556	85	12	:	:	PUNCT
essd-556	85	13	number	number	NOUN
essd-556	85	14	of	of	ADP
essd-556	85	15	patents	patent	NOUN
essd-556	85	16	in	in	ADP
essd-556	85	17	the	the	DET
essd-556	85	18	american	american	ADJ
essd-556	85	19	metropolitan	metropolitan	ADJ
essd-556	85	20	areas	area	NOUN
essd-556	85	21	;	;	PUNCT
essd-556	85	22	x2,1	x2,1	PROPN
essd-556	85	23	in	in	ADP
essd-556	85	24	the	the	DET
essd-556	85	25	equation	equation	NOUN
essd-556	85	26	(	(	PUNCT
essd-556	85	27	1	1	NUM
essd-556	85	28	)	)	PUNCT
essd-556	85	29	–	–	PUNCT
essd-556	85	30	independent	independent	ADJ
essd-556	85	31	variable	variable	ADJ
essd-556	85	32	no.2	no.2	PROPN
essd-556	85	33	:	:	PUNCT
essd-556	85	34	air	air	NOUN
essd-556	85	35	quality	quality	NOUN
essd-556	85	36	index	index	NOUN
essd-556	85	37	in	in	ADP
essd-556	85	38	the	the	DET
essd-556	85	39	american	american	ADJ
essd-556	85	40	metropolitan	metropolitan	ADJ
essd-556	85	41	areas	area	NOUN
essd-556	85	42	;	;	PUNCT
essd-556	85	43	x2,2	x2,2	PROPN
essd-556	85	44	in	in	ADP
essd-556	85	45	the	the	DET
essd-556	85	46	equation	equation	NOUN
essd-556	85	47	(	(	PUNCT
essd-556	85	48	1	1	X
essd-556	85	49	)	)	PUNCT
essd-556	85	50	pg	pg	NOUN
essd-556	85	51	.	.	PROPN
essd-556	85	52	64	64	NUM
essd-556	85	53	cantafio	cantafio	NOUN
essd-556	85	54	/	/	SYM
essd-556	85	55	environmental	environmental	ADJ
essd-556	85	56	science	science	NOUN
essd-556	85	57	and	and	CCONJ
essd-556	85	58	sustainable	sustainable	ADJ
essd-556	85	59	development	development	NOUN
essd-556	85	60	,	,	PUNCT
essd-556	85	61	essd	essd	NOUN
essd-556	85	62	table	table	NOUN
essd-556	85	63	1	1	NUM
essd-556	85	64	.	.	PUNCT
essd-556	86	1	us	us	PROPN
essd-556	86	2	metropolitan	metropolitan	ADJ
essd-556	86	3	areas	area	NOUN
essd-556	86	4	studied	study	VERB
essd-556	86	5	in	in	ADP
essd-556	86	6	the	the	DET
essd-556	86	7	sustain	sustain	NOUN
essd-556	86	8	-	-	PUNCT
essd-556	86	9	led	lead	VERB
essd-556	86	10	listed	list	VERB
essd-556	86	11	by	by	ADP
essd-556	86	12	population	population	NOUN
essd-556	86	13	1	1	NUM
essd-556	86	14	new	new	PROPN
essd-556	86	15	york	york	PROPN
essd-556	86	16	-	-	PUNCT
essd-556	86	17	newark	newark	PROPN
essd-556	86	18	-	-	PUNCT
essd-556	86	19	jersey	jersey	PROPN
essd-556	86	20	city	city	PROPN
essd-556	86	21	,	,	PUNCT
essd-556	86	22	ny	ny	PROPN
essd-556	86	23	-	-	PROPN
essd-556	86	24	nj	nj	PROPN
essd-556	86	25	-	-	PUNCT
essd-556	86	26	pa	pa	PROPN
essd-556	86	27	2	2	NUM
essd-556	86	28	los	los	PROPN
essd-556	86	29	angeles	angeles	PROPN
essd-556	86	30	-	-	PUNCT
essd-556	86	31	long	long	ADJ
essd-556	86	32	beach	beach	NOUN
essd-556	86	33	-	-	PUNCT
essd-556	86	34	anaheim	anaheim	PROPN
essd-556	86	35	,	,	PUNCT
essd-556	86	36	ca	ca	PROPN
essd-556	86	37	3	3	NUM
essd-556	86	38	chicago	chicago	PROPN
essd-556	86	39	-	-	PUNCT
essd-556	86	40	naperville	naperville	NOUN
essd-556	86	41	-	-	PUNCT
essd-556	86	42	elgin	elgin	NOUN
essd-556	86	43	,	,	PUNCT
essd-556	86	44	il	il	PROPN
essd-556	86	45	-	-	PUNCT
essd-556	86	46	in	in	ADP
essd-556	86	47	-	-	PUNCT
essd-556	86	48	wi	wi	PROPN
essd-556	86	49	4	4	NUM
essd-556	86	50	dallas	dallas	PROPN
essd-556	86	51	-	-	PUNCT
essd-556	86	52	fort	fort	NOUN
essd-556	86	53	worth	worth	PROPN
essd-556	86	54	-	-	PUNCT
essd-556	86	55	arlington	arlington	PROPN
essd-556	86	56	,	,	PUNCT
essd-556	86	57	tx	tx	PROPN
essd-556	86	58	5	5	NUM
essd-556	86	59	houston	houston	PROPN
essd-556	86	60	-	-	PUNCT
essd-556	86	61	the	the	DET
essd-556	86	62	woodlands	woodland	NOUN
essd-556	86	63	-	-	PUNCT
essd-556	86	64	sugar	sugar	NOUN
essd-556	86	65	land	land	NOUN
essd-556	86	66	,	,	PUNCT
essd-556	86	67	tx	tx	PROPN
essd-556	86	68	6	6	NUM
essd-556	86	69	washington	washington	PROPN
essd-556	86	70	-	-	PUNCT
essd-556	86	71	arlington	arlington	PROPN
essd-556	86	72	-	-	PUNCT
essd-556	86	73	alexandria	alexandria	PROPN
essd-556	86	74	,	,	PUNCT
essd-556	86	75	dc	dc	PROPN
essd-556	86	76	-	-	PUNCT
essd-556	86	77	vamd	vamd	ADJ
essd-556	86	78	-	-	PUNCT
essd-556	86	79	wv	wv	PROPN
essd-556	86	80	7	7	NUM
essd-556	86	81	philadelphia	philadelphia	PROPN
essd-556	86	82	-	-	PUNCT
essd-556	86	83	camden	camden	NOUN
essd-556	86	84	-	-	PUNCT
essd-556	86	85	wilmington	wilmington	PROPN
essd-556	86	86	,	,	PUNCT
essd-556	86	87	pa	pa	PROPN
essd-556	86	88	-	-	PUNCT
essd-556	86	89	njde	njde	PROPN
essd-556	86	90	-	-	PUNCT
essd-556	86	91	md	md	PROPN
essd-556	86	92	8	8	NUM
essd-556	86	93	miami	miami	PROPN
essd-556	86	94	-	-	PUNCT
essd-556	86	95	fort	fort	PROPN
essd-556	86	96	lauderdale	lauderdale	PROPN
essd-556	86	97	-	-	PUNCT
essd-556	86	98	west	west	PROPN
essd-556	86	99	palm	palm	PROPN
essd-556	86	100	beach	beach	PROPN
essd-556	86	101	,	,	PUNCT
essd-556	86	102	fl	fl	PROPN
essd-556	86	103	9	9	NUM
essd-556	86	104	atlanta	atlanta	PROPN
essd-556	86	105	-	-	PUNCT
essd-556	86	106	sandy	sandy	ADJ
essd-556	86	107	springs	springs	PROPN
essd-556	86	108	-	-	PUNCT
essd-556	86	109	roswell	roswell	PROPN
essd-556	86	110	,	,	PUNCT
essd-556	86	111	ga	ga	PROPN
essd-556	86	112	10	10	NUM
essd-556	86	113	boston	boston	PROPN
essd-556	86	114	-	-	PUNCT
essd-556	86	115	cambridge	cambridge	PROPN
essd-556	86	116	-	-	PUNCT
essd-556	86	117	newton	newton	PROPN
essd-556	86	118	,	,	PUNCT
essd-556	86	119	ma	ma	PROPN
essd-556	86	120	-	-	PROPN
essd-556	86	121	nh	nh	PROPN
essd-556	86	122	11	11	NUM
essd-556	86	123	san	san	PROPN
essd-556	86	124	francisco	francisco	PROPN
essd-556	86	125	–	–	PUNCT
essd-556	86	126	oakland	oakland	PROPN
essd-556	86	127	–	–	PUNCT
essd-556	86	128	hayward	hayward	PROPN
essd-556	86	129	,	,	PUNCT
essd-556	86	130	ca	can	AUX
essd-556	86	131	12	12	NUM
essd-556	86	132	phoenix	phoenix	PROPN
essd-556	86	133	-	-	PUNCT
essd-556	86	134	mesa	mesa	PROPN
essd-556	86	135	-	-	PROPN
essd-556	86	136	scottsdale	scottsdale	PROPN
essd-556	86	137	,	,	PUNCT
essd-556	86	138	az	az	PROPN
essd-556	86	139	13	13	NUM
essd-556	86	140	riverside	riverside	PROPN
essd-556	86	141	-	-	PUNCT
essd-556	86	142	san	san	PROPN
essd-556	86	143	bernardino	bernardino	PROPN
essd-556	86	144	-	-	PUNCT
essd-556	86	145	ontario	ontario	NOUN
essd-556	86	146	,	,	PUNCT
essd-556	86	147	ca	ca	PROPN
essd-556	86	148	14	14	NUM
essd-556	86	149	detroit	detroit	PROPN
essd-556	86	150	-	-	PUNCT
essd-556	86	151	warren	warren	PROPN
essd-556	86	152	-	-	PUNCT
essd-556	86	153	dearborn	dearborn	PROPN
essd-556	86	154	,	,	PUNCT
essd-556	86	155	mi	mi	PROPN
essd-556	86	156	15	15	NUM
essd-556	86	157	seattle	seattle	PROPN
essd-556	86	158	-	-	PUNCT
essd-556	86	159	tacoma	tacoma	PROPN
essd-556	86	160	-	-	PUNCT
essd-556	86	161	bellevue	bellevue	PROPN
essd-556	86	162	,	,	PUNCT
essd-556	86	163	wa	wa	PROPN
essd-556	86	164	16	16	NUM
essd-556	86	165	minneapolis	minneapolis	PROPN
essd-556	86	166	-	-	PUNCT
essd-556	86	167	st	st	PROPN
essd-556	86	168	.	.	PROPN
essd-556	86	169	paul	paul	PROPN
essd-556	86	170	-	-	PUNCT
essd-556	86	171	bloomington	bloomington	PROPN
essd-556	86	172	,	,	PUNCT
essd-556	86	173	mn	mn	PROPN
essd-556	86	174	-	-	PROPN
essd-556	86	175	wi	wi	PROPN
essd-556	86	176	17	17	NUM
essd-556	86	177	san	san	PROPN
essd-556	86	178	diego	diego	PROPN
essd-556	86	179	-	-	PUNCT
essd-556	86	180	carlsbad	carlsbad	PROPN
essd-556	86	181	,	,	PUNCT
essd-556	86	182	ca	ca	PROPN
essd-556	86	183	18	18	NUM
essd-556	86	184	tampa	tampa	PROPN
essd-556	86	185	-	-	PUNCT
essd-556	86	186	st	st	PROPN
essd-556	86	187	.	.	PROPN
essd-556	86	188	petersburg	petersburg	PROPN
essd-556	86	189	-	-	PUNCT
essd-556	86	190	clearwater	clearwater	PROPN
essd-556	86	191	,	,	PUNCT
essd-556	86	192	fl	fl	PROPN
essd-556	86	193	19	19	NUM
essd-556	86	194	denver	denver	PROPN
essd-556	86	195	-	-	PUNCT
essd-556	86	196	aurora	aurora	PROPN
essd-556	86	197	-	-	PUNCT
essd-556	86	198	lakewood	lakewood	NOUN
essd-556	86	199	,	,	PUNCT
essd-556	86	200	co	co	VERB
essd-556	86	201	20	20	PROPN
essd-556	86	202	st	st	PROPN
essd-556	86	203	.	.	PROPN
essd-556	86	204	louis	louis	PROPN
essd-556	86	205	,	,	PUNCT
essd-556	86	206	mo	mo	PROPN
essd-556	86	207	-	-	PROPN
essd-556	86	208	il	il	PROPN
essd-556	86	209	21	21	NUM
essd-556	86	210	baltimore	baltimore	PROPN
essd-556	86	211	-	-	PUNCT
essd-556	86	212	columbia	columbia	PROPN
essd-556	86	213	-	-	PUNCT
essd-556	86	214	towson	towson	PROPN
essd-556	86	215	,	,	PUNCT
essd-556	86	216	md	md	PROPN
essd-556	86	217	22	22	NUM
essd-556	86	218	charlotte	charlotte	PROPN
essd-556	86	219	-	-	PUNCT
essd-556	86	220	concord	concord	PROPN
essd-556	86	221	-	-	PUNCT
essd-556	86	222	gastonia	gastonia	PROPN
essd-556	86	223	,	,	PUNCT
essd-556	86	224	nc	nc	PROPN
essd-556	86	225	-	-	PROPN
essd-556	86	226	sc	sc	PROPN
essd-556	86	227	23	23	NUM
essd-556	86	228	portland	portland	PROPN
essd-556	86	229	-	-	PUNCT
essd-556	86	230	vancouver	vancouver	NOUN
essd-556	86	231	-	-	PUNCT
essd-556	86	232	hillsboro	hillsboro	PROPN
essd-556	86	233	,	,	PUNCT
essd-556	86	234	or	or	CCONJ
essd-556	86	235	-	-	PUNCT
essd-556	86	236	wa	wa	ADJ
essd-556	86	237	24	24	NUM
essd-556	86	238	orlando	orlando	PROPN
essd-556	86	239	-	-	PUNCT
essd-556	86	240	kissimmee	kissimmee	PROPN
essd-556	86	241	-	-	PUNCT
essd-556	86	242	sanford	sanford	PROPN
essd-556	86	243	,	,	PUNCT
essd-556	86	244	fl	fl	PROPN
essd-556	86	245	25	25	NUM
essd-556	86	246	san	san	PROPN
essd-556	86	247	antonio	antonio	PROPN
essd-556	86	248	-	-	PUNCT
essd-556	86	249	new	new	ADJ
essd-556	86	250	braunfels	braunfel	NOUN
essd-556	86	251	,	,	PUNCT
essd-556	86	252	tx	tx	PROPN
essd-556	86	253	26	26	NUM
essd-556	86	254	pittsburgh	pittsburgh	PROPN
essd-556	86	255	,	,	PUNCT
essd-556	86	256	pa	pa	PROPN
essd-556	86	257	27	27	NUM
essd-556	86	258	sacramento	sacramento	PROPN
essd-556	86	259	–	–	PUNCT
essd-556	86	260	roseville	roseville	NOUN
essd-556	86	261	–	–	PUNCT
essd-556	86	262	arden	arden	NOUN
essd-556	86	263	-	-	PUNCT
essd-556	86	264	arcade	arcade	NOUN
essd-556	86	265	,	,	PUNCT
essd-556	86	266	ca	ca	PROPN
essd-556	86	267	28	28	NUM
essd-556	86	268	cincinnati	cincinnati	PROPN
essd-556	86	269	,	,	PUNCT
essd-556	86	270	oh	oh	PROPN
essd-556	86	271	-	-	PUNCT
essd-556	86	272	ky	ky	NOUN
essd-556	86	273	-	-	PUNCT
essd-556	86	274	in	in	ADP
essd-556	86	275	29	29	NUM
essd-556	86	276	las	las	PROPN
essd-556	86	277	vegas	vegas	PROPN
essd-556	86	278	-	-	PUNCT
essd-556	86	279	henderson	henderson	PROPN
essd-556	86	280	-	-	PUNCT
essd-556	86	281	paradise	paradise	PROPN
essd-556	86	282	,	,	PUNCT
essd-556	86	283	nv	nv	PROPN
essd-556	86	284	30	30	NUM
essd-556	86	285	kansas	kansas	PROPN
essd-556	86	286	city	city	PROPN
essd-556	86	287	,	,	PUNCT
essd-556	86	288	mo	mo	PROPN
essd-556	86	289	-	-	PROPN
essd-556	86	290	ks	ks	PROPN
essd-556	86	291	31	31	NUM
essd-556	86	292	cleveland	cleveland	PROPN
essd-556	86	293	-	-	PUNCT
essd-556	86	294	elyria	elyria	PROPN
essd-556	86	295	,	,	PUNCT
essd-556	86	296	oh	oh	NUM
essd-556	86	297	32	32	NUM
essd-556	86	298	columbus	columbus	NOUN
essd-556	86	299	,	,	PUNCT
essd-556	87	1	oh	oh	INTJ
essd-556	87	2	33	33	NUM
essd-556	87	3	austin	austin	NOUN
essd-556	87	4	-	-	PUNCT
essd-556	87	5	round	round	NOUN
essd-556	87	6	rock	rock	NOUN
essd-556	87	7	,	,	PUNCT
essd-556	87	8	tx	tx	PROPN
essd-556	87	9	34	34	NUM
essd-556	87	10	indianapolis	indianapolis	PROPN
essd-556	87	11	-	-	PUNCT
essd-556	87	12	carmel	carmel	PROPN
essd-556	87	13	-	-	PUNCT
essd-556	87	14	anderson	anderson	PROPN
essd-556	87	15	,	,	PUNCT
essd-556	87	16	in	in	ADP
essd-556	87	17	35	35	NUM
essd-556	87	18	san	san	PROPN
essd-556	87	19	jose	jose	PROPN
essd-556	87	20	-	-	PUNCT
essd-556	87	21	sunnyvale	sunnyvale	PROPN
essd-556	87	22	-	-	PUNCT
essd-556	87	23	santa	santa	PROPN
essd-556	87	24	clara	clara	PROPN
essd-556	87	25	,	,	PUNCT
essd-556	87	26	ca	ca	PROPN
essd-556	87	27	36	36	NUM
essd-556	87	28	nashville	nashville	NOUN
essd-556	87	29	-	-	PUNCT
essd-556	87	30	davidson	davidson	PROPN
essd-556	87	31	–	–	PUNCT
essd-556	87	32	murfreesboro	murfreesboro	PROPN
essd-556	87	33	–	–	PUNCT
essd-556	87	34	franklin	franklin	PROPN
essd-556	87	35	,	,	PUNCT
essd-556	87	36	tn	tn	PROPN
essd-556	87	37	37	37	NUM
essd-556	87	38	virginia	virginia	PROPN
essd-556	87	39	beach	beach	PROPN
essd-556	87	40	-	-	PUNCT
essd-556	87	41	norfolk	norfolk	PROPN
essd-556	87	42	-	-	PUNCT
essd-556	87	43	newport	newport	PROPN
essd-556	87	44	news	news	PROPN
essd-556	87	45	,	,	PUNCT
essd-556	87	46	vanc	vanc	VERB
essd-556	87	47	38	38	NUM
essd-556	87	48	providence	providence	NOUN
essd-556	87	49	-	-	PUNCT
essd-556	87	50	warwick	warwick	NOUN
essd-556	87	51	,	,	PUNCT
essd-556	87	52	ri	ri	PROPN
essd-556	87	53	-	-	PUNCT
essd-556	87	54	ma	ma	PROPN
essd-556	87	55	39	39	NUM
essd-556	87	56	milwaukee	milwaukee	PROPN
essd-556	87	57	-	-	PUNCT
essd-556	87	58	waukesha	waukesha	PROPN
essd-556	87	59	-	-	PUNCT
essd-556	87	60	west	west	PROPN
essd-556	87	61	allis	allis	PROPN
essd-556	87	62	,	,	PUNCT
essd-556	87	63	wi	wi	PROPN
essd-556	87	64	40	40	NUM
essd-556	87	65	jacksonville	jacksonville	NOUN
essd-556	87	66	,	,	PUNCT
essd-556	87	67	fl	fl	PROPN
essd-556	87	68	41	41	NUM
essd-556	87	69	oklahoma	oklahoma	PROPN
essd-556	87	70	city	city	PROPN
essd-556	87	71	,	,	PUNCT
essd-556	87	72	ok	ok	PROPN
essd-556	87	73	42	42	NUM
essd-556	87	74	memphis	memphis	PROPN
essd-556	87	75	,	,	PUNCT
essd-556	87	76	tn	tn	PROPN
essd-556	87	77	-	-	PUNCT
essd-556	87	78	ms	ms	PROPN
essd-556	87	79	-	-	PUNCT
essd-556	87	80	ar	ar	NOUN
essd-556	87	81	43	43	NUM
essd-556	87	82	louisville	louisville	PROPN
essd-556	87	83	/	/	SYM
essd-556	87	84	jefferson	jefferson	PROPN
essd-556	87	85	county	county	PROPN
essd-556	87	86	,	,	PUNCT
essd-556	87	87	ky	ky	PROPN
essd-556	87	88	-	-	PUNCT
essd-556	87	89	in	in	ADP
essd-556	87	90	44	44	NUM
essd-556	87	91	raleigh	raleigh	NOUN
essd-556	87	92	,	,	PUNCT
essd-556	87	93	nc	nc	PROPN
essd-556	87	94	45	45	NUM
essd-556	87	95	richmond	richmond	PROPN
essd-556	87	96	,	,	PUNCT
essd-556	87	97	va	va	PROPN
essd-556	87	98	46	46	NUM
essd-556	87	99	new	new	PROPN
essd-556	87	100	orleans	orleans	PROPN
essd-556	87	101	-	-	PUNCT
essd-556	87	102	metairie	metairie	PROPN
essd-556	87	103	,	,	PUNCT
essd-556	87	104	la	la	PROPN
essd-556	87	105	47	47	NUM
essd-556	87	106	hartford	hartford	PROPN
essd-556	87	107	-	-	PUNCT
essd-556	87	108	west	west	PROPN
essd-556	87	109	hartford	hartford	PROPN
essd-556	87	110	-	-	PUNCT
essd-556	87	111	east	east	PROPN
essd-556	87	112	hartford	hartford	PROPN
essd-556	87	113	,	,	PUNCT
essd-556	87	114	ct	ct	PROPN
essd-556	87	115	48	48	NUM
essd-556	87	116	salt	salt	NOUN
essd-556	87	117	lake	lake	PROPN
essd-556	87	118	city	city	PROPN
essd-556	87	119	,	,	PUNCT
essd-556	87	120	ut	ut	PROPN
essd-556	87	121	49	49	NUM
essd-556	87	122	birmingham	birmingham	NOUN
essd-556	87	123	-	-	PUNCT
essd-556	87	124	hoover	hoover	NOUN
essd-556	87	125	,	,	PUNCT
essd-556	87	126	al	al	PROPN
essd-556	87	127	50	50	NUM
essd-556	87	128	buffalo	buffalo	PROPN
essd-556	87	129	-	-	PUNCT
essd-556	87	130	cheektowaga	cheektowaga	PROPN
essd-556	87	131	-	-	PUNCT
essd-556	87	132	niagara	niagara	PROPN
essd-556	87	133	falls	fall	VERB
essd-556	87	134	,	,	PUNCT
essd-556	87	135	ny	ny	PROPN
essd-556	87	136	51	51	NUM
essd-556	87	137	rochester	rochester	PROPN
essd-556	87	138	,	,	PUNCT
essd-556	87	139	ny	ny	PROPN
essd-556	87	140	52	52	NUM
essd-556	87	141	grand	grand	ADJ
essd-556	87	142	rapids	rapids	PROPN
essd-556	87	143	-	-	PUNCT
essd-556	87	144	wyoming	wyoming	PROPN
essd-556	87	145	,	,	PUNCT
essd-556	87	146	mi	mi	PROPN
essd-556	87	147	53	53	NUM
essd-556	87	148	tucson	tucson	PROPN
essd-556	87	149	,	,	PUNCT
essd-556	87	150	az	az	PROPN
essd-556	87	151	3	3	NUM
essd-556	87	152	.	.	PUNCT
essd-556	87	153	results	result	NOUN
essd-556	87	154	and	and	CCONJ
essd-556	87	155	discussion	discussion	NOUN
essd-556	87	156	this	this	DET
essd-556	87	157	section	section	NOUN
essd-556	87	158	shows	show	VERB
essd-556	87	159	the	the	DET
essd-556	87	160	results	result	NOUN
essd-556	87	161	of	of	ADP
essd-556	87	162	the	the	DET
essd-556	87	163	linear	linear	ADJ
essd-556	87	164	regression	regression	NOUN
essd-556	87	165	that	that	PRON
essd-556	87	166	has	have	AUX
essd-556	87	167	been	be	AUX
essd-556	87	168	carried	carry	VERB
essd-556	87	169	out	out	ADP
essd-556	87	170	to	to	PART
essd-556	87	171	investigate	investigate	VERB
essd-556	87	172	the	the	DET
essd-556	87	173	linkages	linkage	NOUN
essd-556	87	174	between	between	ADP
essd-556	87	175	economic	economic	ADJ
essd-556	87	176	development	development	NOUN
essd-556	87	177	,	,	PUNCT
essd-556	87	178	economic	economic	ADJ
essd-556	87	179	clusters	cluster	NOUN
essd-556	87	180	and	and	CCONJ
essd-556	87	181	environmental	environmental	ADJ
essd-556	87	182	sustainability	sustainability	NOUN
essd-556	87	183	inside	inside	ADP
essd-556	87	184	urban	urban	ADJ
essd-556	87	185	areas	area	NOUN
essd-556	87	186	.	.	PUNCT
essd-556	88	1	the	the	DET
essd-556	88	2	results	result	NOUN
essd-556	88	3	have	have	AUX
essd-556	88	4	been	be	AUX
essd-556	88	5	drawn	draw	VERB
essd-556	88	6	with	with	ADP
essd-556	88	7	the	the	DET
essd-556	88	8	support	support	NOUN
essd-556	88	9	of	of	ADP
essd-556	88	10	the	the	DET
essd-556	88	11	software	software	NOUN
essd-556	88	12	microsoft	microsoft	PROPN
essd-556	88	13	excel	excel	VERB
essd-556	88	14	and	and	CCONJ
essd-556	88	15	stata	stata	NOUN
essd-556	88	16	.	.	PUNCT
essd-556	89	1	data	datum	NOUN
essd-556	89	2	from	from	ADP
essd-556	89	3	2013	2013	NUM
essd-556	89	4	have	have	AUX
essd-556	89	5	been	be	AUX
essd-556	89	6	used	use	VERB
essd-556	89	7	for	for	ADP
essd-556	89	8	running	run	VERB
essd-556	89	9	the	the	DET
essd-556	89	10	first	first	ADJ
essd-556	89	11	linear	linear	PROPN
essd-556	89	12	regression	regression	NOUN
essd-556	89	13	.	.	PUNCT
essd-556	90	1	the	the	DET
essd-556	90	2	rationale	rationale	NOUN
essd-556	90	3	behind	behind	ADP
essd-556	90	4	it	it	PRON
essd-556	90	5	is	be	AUX
essd-556	90	6	that	that	SCONJ
essd-556	90	7	local	local	ADJ
essd-556	90	8	patents	patent	NOUN
essd-556	90	9	and	and	CCONJ
essd-556	90	10	air	air	NOUN
essd-556	90	11	quality	quality	NOUN
essd-556	90	12	index	index	NOUN
essd-556	90	13	(	(	PUNCT
essd-556	90	14	independent	independent	ADJ
essd-556	90	15	variables	variable	NOUN
essd-556	90	16	)	)	PUNCT
essd-556	90	17	do	do	AUX
essd-556	90	18	have	have	VERB
essd-556	90	19	an	an	DET
essd-556	90	20	effect	effect	NOUN
essd-556	90	21	on	on	ADP
essd-556	90	22	the	the	DET
essd-556	90	23	total	total	ADJ
essd-556	90	24	number	number	NOUN
essd-556	90	25	of	of	ADP
essd-556	90	26	workers	worker	NOUN
essd-556	90	27	in	in	ADP
essd-556	90	28	the	the	DET
essd-556	90	29	metropolitan	metropolitan	ADJ
essd-556	90	30	area	area	NOUN
essd-556	90	31	(	(	PUNCT
essd-556	90	32	dependent	dependent	ADJ
essd-556	90	33	variable	variable	NOUN
essd-556	90	34	)	)	PUNCT
essd-556	90	35	.	.	PUNCT
essd-556	91	1	table	table	NOUN
essd-556	92	1	3	3	NUM
essd-556	92	2	.	.	PUNCT
essd-556	93	1	summary	summary	NOUN
essd-556	93	2	statistics	statistics	PROPN
essd-556	93	3	variable	variable	ADJ
essd-556	93	4	observations	observation	NOUN
essd-556	93	5	obs	obs	PROPN
essd-556	93	6	.	.	PUNCT
essd-556	94	1	with	with	ADP
essd-556	94	2	missing	miss	VERB
essd-556	94	3	data	datum	NOUN
essd-556	94	4	obs	obs	PROPN
essd-556	94	5	.	.	PUNCT
essd-556	95	1	without	without	ADP
essd-556	95	2	missing	miss	VERB
essd-556	95	3	data	datum	NOUN
essd-556	95	4	min	min	PROPN
essd-556	95	5	.	.	PROPN
essd-556	95	6	max	max	PROPN
essd-556	95	7	.	.	PUNCT
essd-556	96	1	mean	mean	VERB
essd-556	97	1	std	std	X
essd-556	97	2	.	.	PUNCT
essd-556	98	1	deviation	deviation	NOUN
essd-556	98	2	y	y	NOUN
essd-556	98	3	53	53	NUM
essd-556	98	4	0	0	NUM
essd-556	98	5	53	53	NUM
essd-556	98	6	305393	305393	NUM
essd-556	98	7	7870219	7870219	NUM
essd-556	98	8	1322172.92	1322172.92	NUM
essd-556	98	9	1309411.907	1309411.907	PROPN
essd-556	98	10	aqi	aqi	NOUN
essd-556	99	1	53	53	NUM
essd-556	99	2	0	0	NUM
essd-556	99	3	53	53	NUM
essd-556	99	4	36	36	NUM
essd-556	99	5	97	97	NUM
essd-556	99	6	50.547	50.547	NUM
essd-556	99	7	10.5	10.5	NUM
essd-556	99	8	tot	tot	NOUN
essd-556	99	9	.	.	PUNCT
essd-556	100	1	patents	patent	NOUN
essd-556	100	2	53	53	NUM
essd-556	100	3	0	0	NUM
essd-556	100	4	53	53	NUM
essd-556	100	5	92	92	NUM
essd-556	100	6	12899	12899	NUM
essd-556	100	7	1886.491	1886.491	NUM
essd-556	100	8	2504.574	2504.574	NUM
essd-556	100	9	pg	pg	NOUN
essd-556	100	10	.	.	PUNCT
essd-556	101	1	65	65	NUM
essd-556	101	2	cantafio	cantafio	NOUN
essd-556	101	3	/	/	SYM
essd-556	101	4	environmental	environmental	ADJ
essd-556	101	5	science	science	NOUN
essd-556	101	6	and	and	CCONJ
essd-556	101	7	sustainable	sustainable	ADJ
essd-556	101	8	development	development	NOUN
essd-556	101	9	,	,	PUNCT
essd-556	101	10	essd	essd	NOUN
essd-556	101	11	correlation	correlation	NOUN
essd-556	101	12	matrix	matrix	NOUN
essd-556	101	13	:	:	PUNCT
essd-556	101	14	aqi	aqi	PROPN
essd-556	101	15	tot	tot	PROPN
essd-556	101	16	.	.	PUNCT
essd-556	102	1	patents	patent	NOUN
essd-556	102	2	y	y	PROPN
essd-556	102	3	aqi	aqi	PROPN
essd-556	102	4	1	1	NUM
essd-556	102	5	0.146	0.146	NUM
essd-556	102	6	0.291	0.291	NUM
essd-556	102	7	tot	tot	NOUN
essd-556	102	8	.	.	PUNCT
essd-556	103	1	patents	patent	NOUN
essd-556	103	2	0.146	0.146	NUM
essd-556	103	3	1	1	NUM
essd-556	103	4	0.569	0.569	NUM
essd-556	103	5	y	y	PROPN
essd-556	103	6	0.291	0.291	NUM
essd-556	103	7	0.569	0.569	NUM
essd-556	103	8	1	1	NUM
essd-556	103	9	regression	regression	NOUN
essd-556	103	10	of	of	ADP
essd-556	103	11	variable	variable	ADJ
essd-556	103	12	y	y	NOUN
essd-556	103	13	:	:	PUNCT
essd-556	103	14	goodness	goodness	NOUN
essd-556	103	15	of	of	ADP
essd-556	103	16	fit	fit	ADJ
essd-556	103	17	statistics	statistic	NOUN
essd-556	103	18	(	(	PUNCT
essd-556	103	19	y	y	NOUN
essd-556	103	20	):	):	PUNCT
essd-556	103	21	observations	observation	NOUN
essd-556	103	22	53.000	53.000	NUM
essd-556	103	23	sum	sum	NOUN
essd-556	103	24	of	of	ADP
essd-556	103	25	weights	weight	NOUN
essd-556	103	26	53.000	53.000	NUM
essd-556	103	27	df	df	NOUN
essd-556	103	28	50.000	50.000	NUM
essd-556	103	29	r2	r2	NOUN
essd-556	103	30	0.368	0.368	NUM
essd-556	103	31	adjusted	adjust	VERB
essd-556	103	32	r2	r2	PROPN
essd-556	103	33	0.342	0.342	NUM
essd-556	103	34	mse	mse	NOUN
essd-556	103	35	1127512333648.42	1127512333648.42	NUM
essd-556	103	36	rmse	rmse	NOUN
essd-556	103	37	1061843.837	1061843.837	PROPN
essd-556	103	38	mape	mape	NOUN
essd-556	103	39	49.542	49.542	NUM
essd-556	103	40	dw	dw	NOUN
essd-556	103	41	1.837	1.837	NUM
essd-556	103	42	cp	cp	NUM
essd-556	103	43	3.000	3.000	NUM
essd-556	103	44	aic	aic	PROPN
essd-556	103	45	1473.717	1473.717	PROPN
essd-556	103	46	sbc	sbc	PROPN
essd-556	103	47	1479.627	1479.627	PROPN
essd-556	103	48	pc	pc	NOUN
essd-556	103	49	0.708	0.708	NUM
essd-556	103	50	analysis	analysis	NOUN
essd-556	103	51	of	of	ADP
essd-556	103	52	variance	variance	NOUN
essd-556	103	53	(	(	PUNCT
essd-556	103	54	y	y	NOUN
essd-556	103	55	):	):	PUNCT
essd-556	103	56	source	source	NOUN
essd-556	103	57	df	df	PROPN
essd-556	103	58	sum	sum	NOUN
essd-556	103	59	of	of	ADP
essd-556	103	60	squares	square	NOUN
essd-556	103	61	mean	mean	VERB
essd-556	103	62	squares	square	NOUN
essd-556	103	63	f	f	NOUN
essd-556	103	64	pr	pr	VERB
essd-556	103	65	>	>	X
essd-556	103	66	f	f	PROPN
essd-556	103	67	model	model	NOUN
essd-556	103	68	2	2	NUM
essd-556	103	69	32781479498312.6	32781479498312.6	NUM
essd-556	103	70	16390739749156.3	16390739749156.3	NUM
essd-556	103	71	14.537	14.537	NUM
essd-556	103	72	<	<	X
essd-556	103	73	0.0001	0.0001	NUM
essd-556	103	74	error	error	NOUN
essd-556	103	75	50	50	NUM
essd-556	103	76	56375616682421.1	56375616682421.1	NUM
essd-556	103	77	1127512333648.42	1127512333648.42	NUM
essd-556	103	78	corrected	correct	VERB
essd-556	103	79	total	total	ADJ
essd-556	103	80	52	52	NUM
essd-556	103	81	89157096180733.7	89157096180733.7	NUM
essd-556	103	82	as	as	ADP
essd-556	103	83	a	a	DET
essd-556	103	84	double	double	ADJ
essd-556	103	85	-	-	PUNCT
essd-556	103	86	check	check	NOUN
essd-556	103	87	,	,	PUNCT
essd-556	103	88	the	the	DET
essd-556	103	89	data	datum	NOUN
essd-556	103	90	have	have	AUX
essd-556	103	91	been	be	AUX
essd-556	103	92	analyzed	analyze	VERB
essd-556	103	93	also	also	ADV
essd-556	103	94	using	use	VERB
essd-556	103	95	another	another	DET
essd-556	103	96	software	software	NOUN
essd-556	103	97	,	,	PUNCT
essd-556	103	98	stata	stata	VERB
essd-556	103	99	13.0	13.0	NUM
essd-556	103	100	.	.	PUNCT
essd-556	104	1	the	the	DET
essd-556	104	2	robustness	robustness	NOUN
essd-556	104	3	check	check	NOUN
essd-556	104	4	after	after	SCONJ
essd-556	104	5	an	an	DET
essd-556	104	6	ols	ols	NOUN
essd-556	104	7	regression	regression	NOUN
essd-556	104	8	is	be	AUX
essd-556	104	9	performed	perform	VERB
essd-556	104	10	to	to	PART
essd-556	104	11	see	see	VERB
essd-556	104	12	if	if	SCONJ
essd-556	104	13	none	none	NOUN
essd-556	104	14	of	of	ADP
essd-556	104	15	the	the	DET
essd-556	104	16	ordinary	ordinary	ADJ
essd-556	104	17	least	least	ADJ
essd-556	104	18	squares	square	NOUN
essd-556	104	19	(	(	PUNCT
essd-556	104	20	ols	ol	NOUN
essd-556	104	21	)	)	PUNCT
essd-556	104	22	assumptions	assumption	NOUN
essd-556	104	23	are	be	AUX
essd-556	104	24	violated	violate	VERB
essd-556	104	25	.	.	PUNCT
essd-556	105	1	the	the	DET
essd-556	105	2	ols	ols	PROPN
essd-556	105	3	is	be	AUX
essd-556	105	4	a	a	DET
essd-556	105	5	method	method	NOUN
essd-556	105	6	for	for	ADP
essd-556	105	7	estimating	estimate	VERB
essd-556	105	8	the	the	DET
essd-556	105	9	unknown	unknown	ADJ
essd-556	105	10	parameters	parameter	NOUN
essd-556	105	11	in	in	ADP
essd-556	105	12	a	a	DET
essd-556	105	13	linear	linear	ADJ
essd-556	105	14	regression	regression	NOUN
essd-556	105	15	model	model	NOUN
essd-556	105	16	,	,	PUNCT
essd-556	105	17	with	with	ADP
essd-556	105	18	the	the	DET
essd-556	105	19	goal	goal	NOUN
essd-556	105	20	of	of	ADP
essd-556	105	21	minimizing	minimize	VERB
essd-556	105	22	the	the	DET
essd-556	105	23	sum	sum	NOUN
essd-556	105	24	of	of	ADP
essd-556	105	25	the	the	DET
essd-556	105	26	squares	square	NOUN
essd-556	105	27	of	of	ADP
essd-556	105	28	the	the	DET
essd-556	105	29	differences	difference	NOUN
essd-556	105	30	between	between	ADP
essd-556	105	31	the	the	DET
essd-556	105	32	observed	observe	VERB
essd-556	105	33	responses	response	NOUN
essd-556	105	34	in	in	ADP
essd-556	105	35	the	the	DET
essd-556	105	36	given	give	VERB
essd-556	105	37	dataset	dataset	NOUN
essd-556	105	38	and	and	CCONJ
essd-556	105	39	those	those	PRON
essd-556	105	40	predicted	predict	VERB
essd-556	105	41	by	by	ADP
essd-556	105	42	a	a	DET
essd-556	105	43	linear	linear	ADJ
essd-556	105	44	function	function	NOUN
essd-556	105	45	of	of	ADP
essd-556	105	46	a	a	DET
essd-556	105	47	set	set	NOUN
essd-556	105	48	of	of	ADP
essd-556	105	49	explanatory	explanatory	ADJ
essd-556	105	50	variables	variable	NOUN
essd-556	105	51	.	.	PUNCT
essd-556	106	1	for	for	ADP
essd-556	106	2	the	the	DET
essd-556	106	3	year	year	NOUN
essd-556	106	4	2013	2013	NUM
essd-556	106	5	,	,	PUNCT
essd-556	106	6	the	the	DET
essd-556	106	7	process	process	NOUN
essd-556	106	8	has	have	AUX
essd-556	106	9	shown	show	VERB
essd-556	106	10	results	result	NOUN
essd-556	106	11	as	as	ADP
essd-556	106	12	an	an	DET
essd-556	106	13	r	r	NOUN
essd-556	106	14	-	-	PUNCT
essd-556	106	15	squared	square	VERB
essd-556	106	16	for	for	ADP
essd-556	106	17	the	the	DET
essd-556	106	18	multivariate	multivariate	NOUN
essd-556	106	19	correlation	correlation	NOUN
essd-556	106	20	a	a	DET
essd-556	106	21	value	value	NOUN
essd-556	106	22	of	of	ADP
essd-556	106	23	0.368	0.368	NUM
essd-556	106	24	,	,	PUNCT
essd-556	106	25	meaning	mean	VERB
essd-556	106	26	that	that	SCONJ
essd-556	106	27	almost	almost	ADV
essd-556	106	28	40	40	NUM
essd-556	106	29	%	%	NOUN
essd-556	106	30	of	of	ADP
essd-556	106	31	the	the	DET
essd-556	106	32	dependent	dependent	ADJ
essd-556	106	33	variable	variable	NOUN
essd-556	106	34	can	can	AUX
essd-556	106	35	be	be	AUX
essd-556	106	36	explained	explain	VERB
essd-556	106	37	by	by	ADP
essd-556	106	38	the	the	DET
essd-556	106	39	independent	independent	ADJ
essd-556	106	40	variables	variable	NOUN
essd-556	106	41	(	(	PUNCT
essd-556	106	42	number	number	NOUN
essd-556	106	43	of	of	ADP
essd-556	106	44	patents	patent	NOUN
essd-556	106	45	and	and	CCONJ
essd-556	106	46	environmental	environmental	ADJ
essd-556	106	47	pollution	pollution	NOUN
essd-556	106	48	)	)	PUNCT
essd-556	106	49	.	.	PUNCT
essd-556	107	1	other	other	ADJ
essd-556	107	2	results	result	NOUN
essd-556	107	3	for	for	ADP
essd-556	107	4	the	the	DET
essd-556	107	5	r	r	NOUN
essd-556	107	6	-	-	PUNCT
essd-556	107	7	squared	square	VERB
essd-556	107	8	value	value	NOUN
essd-556	107	9	show	show	VERB
essd-556	107	10	a	a	DET
essd-556	107	11	value	value	NOUN
essd-556	107	12	of	of	ADP
essd-556	107	13	0.569	0.569	NUM
essd-556	107	14	between	between	ADP
essd-556	107	15	the	the	DET
essd-556	107	16	variables	variable	NOUN
essd-556	107	17	y	y	PROPN
essd-556	107	18	and	and	CCONJ
essd-556	107	19	total	total	ADJ
essd-556	107	20	patents	patent	NOUN
essd-556	107	21	,	,	PUNCT
essd-556	107	22	meaning	mean	VERB
essd-556	107	23	that	that	SCONJ
essd-556	107	24	almost	almost	ADV
essd-556	107	25	the	the	DET
essd-556	107	26	57	57	NUM
essd-556	107	27	%	%	NOUN
essd-556	107	28	of	of	ADP
essd-556	107	29	the	the	DET
essd-556	107	30	number	number	NOUN
essd-556	107	31	of	of	ADP
essd-556	107	32	jobs	job	NOUN
essd-556	107	33	(	(	PUNCT
essd-556	107	34	taken	take	VERB
essd-556	107	35	as	as	ADP
essd-556	107	36	a	a	DET
essd-556	107	37	measure	measure	NOUN
essd-556	107	38	of	of	ADP
essd-556	107	39	economic	economic	ADJ
essd-556	107	40	development	development	NOUN
essd-556	107	41	)	)	PUNCT
essd-556	107	42	in	in	ADP
essd-556	107	43	the	the	DET
essd-556	107	44	largest	large	ADJ
essd-556	107	45	us	us	PROPN
essd-556	107	46	metro	metro	PROPN
essd-556	107	47	areas	area	NOUN
essd-556	107	48	can	can	AUX
essd-556	107	49	be	be	AUX
essd-556	107	50	explained	explain	VERB
essd-556	107	51	by	by	ADP
essd-556	107	52	the	the	DET
essd-556	107	53	number	number	NOUN
essd-556	107	54	of	of	ADP
essd-556	107	55	patents	patent	NOUN
essd-556	107	56	(	(	PUNCT
essd-556	107	57	assumed	assume	VERB
essd-556	107	58	as	as	ADP
essd-556	107	59	a	a	DET
essd-556	107	60	measure	measure	NOUN
essd-556	107	61	of	of	ADP
essd-556	107	62	technological	technological	ADJ
essd-556	107	63	innovation	innovation	NOUN
essd-556	107	64	)	)	PUNCT
essd-556	107	65	.	.	PUNCT
essd-556	108	1	the	the	DET
essd-556	108	2	f	f	X
essd-556	108	3	-	-	PUNCT
essd-556	108	4	ratio	ratio	NOUN
essd-556	108	5	tests	test	NOUN
essd-556	108	6	output	output	VERB
essd-556	108	7	,	,	PUNCT
essd-556	108	8	analyzing	analyze	VERB
essd-556	108	9	whether	whether	SCONJ
essd-556	108	10	the	the	DET
essd-556	108	11	overall	overall	ADJ
essd-556	108	12	regression	regression	NOUN
essd-556	108	13	model	model	NOUN
essd-556	108	14	is	be	AUX
essd-556	108	15	a	a	DET
essd-556	108	16	good	good	ADJ
essd-556	108	17	fit	fit	NOUN
essd-556	108	18	for	for	ADP
essd-556	108	19	the	the	DET
essd-556	108	20	data	datum	NOUN
essd-556	108	21	,	,	PUNCT
essd-556	108	22	shows	show	VERB
essd-556	108	23	that	that	SCONJ
essd-556	108	24	the	the	DET
essd-556	108	25	independent	independent	ADJ
essd-556	108	26	variables	variable	NOUN
essd-556	108	27	statistically	statistically	ADV
essd-556	108	28	and	and	CCONJ
essd-556	108	29	significantly	significantly	ADV
essd-556	108	30	predict	predict	VERB
essd-556	108	31	the	the	DET
essd-556	108	32	dependent	dependent	ADJ
essd-556	108	33	variable	variable	NOUN
essd-556	108	34	,	,	PUNCT
essd-556	108	35	f	f	PROPN
essd-556	108	36	(	(	PUNCT
essd-556	108	37	2	2	NUM
essd-556	108	38	,	,	PUNCT
essd-556	108	39	50	50	NUM
essd-556	108	40	)	)	PUNCT
essd-556	108	41	=	=	SYM
essd-556	108	42	14.537	14.537	NUM
essd-556	108	43	and	and	CCONJ
essd-556	108	44	p	p	ADJ
essd-556	108	45	0.0001<0.0005	0.0001<0.0005	NUM
essd-556	108	46	.	.	PUNCT
essd-556	109	1	this	this	PRON
essd-556	109	2	means	mean	VERB
essd-556	109	3	that	that	SCONJ
essd-556	109	4	the	the	DET
essd-556	109	5	regression	regression	NOUN
essd-556	109	6	model	model	NOUN
essd-556	109	7	is	be	AUX
essd-556	109	8	a	a	DET
essd-556	109	9	good	good	ADJ
essd-556	109	10	fit	fit	NOUN
essd-556	109	11	of	of	ADP
essd-556	109	12	the	the	DET
essd-556	109	13	data	datum	NOUN
essd-556	109	14	.	.	PUNCT
essd-556	110	1	a	a	DET
essd-556	110	2	small	small	ADJ
essd-556	110	3	p	p	NOUN
essd-556	110	4	(	(	PUNCT
essd-556	110	5	≤	≤	NOUN
essd-556	110	6	0.05	0.05	NUM
essd-556	110	7	)	)	PUNCT
essd-556	110	8	,	,	PUNCT
essd-556	110	9	rejects	reject	VERB
essd-556	110	10	the	the	DET
essd-556	110	11	null	null	ADJ
essd-556	110	12	hypothesis	hypothesis	NOUN
essd-556	110	13	.	.	PUNCT
essd-556	111	1	this	this	PRON
essd-556	111	2	is	be	AUX
essd-556	111	3	strong	strong	ADJ
essd-556	111	4	evidence	evidence	NOUN
essd-556	111	5	that	that	SCONJ
essd-556	111	6	the	the	DET
essd-556	111	7	null	null	ADJ
essd-556	111	8	hypothesis	hypothesis	NOUN
essd-556	111	9	is	be	AUX
essd-556	111	10	invalid	invalid	ADJ
essd-556	111	11	.	.	PUNCT
essd-556	112	1	the	the	DET
essd-556	112	2	analysis	analysis	NOUN
essd-556	112	3	of	of	ADP
essd-556	112	4	variance	variance	NOUN
essd-556	112	5	single	single	ADJ
essd-556	112	6	factor	factor	NOUN
essd-556	112	7	(	(	PUNCT
essd-556	112	8	anova	anova	PROPN
essd-556	112	9	)	)	PUNCT
essd-556	112	10	test	test	NOUN
essd-556	112	11	,	,	PUNCT
essd-556	112	12	for	for	ADP
essd-556	112	13	the	the	DET
essd-556	112	14	year	year	NOUN
essd-556	112	15	2015	2015	NUM
essd-556	112	16	has	have	AUX
essd-556	112	17	been	be	AUX
essd-556	112	18	performed	perform	VERB
essd-556	112	19	between	between	ADP
essd-556	112	20	the	the	DET
essd-556	112	21	three	three	NUM
essd-556	112	22	variables	variable	NOUN
essd-556	112	23	y	y	PROPN
essd-556	112	24	,	,	PUNCT
essd-556	112	25	total	total	ADJ
essd-556	112	26	patents	patent	NOUN
essd-556	112	27	and	and	CCONJ
essd-556	112	28	aqi	aqi	NOUN
essd-556	112	29	,	,	PUNCT
essd-556	112	30	namely	namely	ADV
essd-556	112	31	employment	employment	NOUN
essd-556	112	32	,	,	PUNCT
essd-556	112	33	total	total	ADJ
essd-556	112	34	patents	patent	NOUN
essd-556	112	35	and	and	CCONJ
essd-556	112	36	air	air	NOUN
essd-556	112	37	quality	quality	NOUN
essd-556	112	38	index	index	NOUN
essd-556	112	39	in	in	ADP
essd-556	112	40	the	the	DET
essd-556	112	41	metro	metro	PROPN
essd-556	112	42	areas	area	NOUN
essd-556	112	43	.	.	PUNCT
essd-556	113	1	as	as	SCONJ
essd-556	113	2	shown	show	VERB
essd-556	113	3	in	in	ADP
essd-556	113	4	table	table	NOUN
essd-556	113	5	4	4	NUM
essd-556	113	6	,	,	PUNCT
essd-556	113	7	the	the	DET
essd-556	113	8	analysis	analysis	NOUN
essd-556	113	9	gives	give	VERB
essd-556	113	10	an	an	DET
essd-556	113	11	f	f	NUM
essd-556	113	12	-	-	PUNCT
essd-556	113	13	value	value	NOUN
essd-556	113	14	greater	great	ADJ
essd-556	113	15	than	than	ADP
essd-556	113	16	f	f	NOUN
essd-556	113	17	-	-	PUNCT
essd-556	113	18	critical	critical	ADJ
essd-556	113	19	,	,	PUNCT
essd-556	113	20	being	be	AUX
essd-556	113	21	55.61>3.05	55.61>3.05	NUM
essd-556	113	22	.	.	PUNCT
essd-556	114	1	similar	similar	ADJ
essd-556	114	2	results	result	NOUN
essd-556	114	3	have	have	AUX
essd-556	114	4	been	be	AUX
essd-556	114	5	obtained	obtain	VERB
essd-556	114	6	for	for	ADP
essd-556	114	7	the	the	DET
essd-556	114	8	other	other	ADJ
essd-556	114	9	years	year	NOUN
essd-556	114	10	of	of	ADP
essd-556	114	11	the	the	DET
essd-556	114	12	time	time	NOUN
essd-556	114	13	series	series	NOUN
essd-556	114	14	:	:	PUNCT
essd-556	114	15	in	in	ADP
essd-556	114	16	2013	2013	NUM
essd-556	114	17	,	,	PUNCT
essd-556	114	18	2011	2011	NUM
essd-556	114	19	,	,	PUNCT
essd-556	114	20	2008	2008	NUM
essd-556	114	21	,	,	PUNCT
essd-556	114	22	2005	2005	NUM
essd-556	114	23	,	,	PUNCT
essd-556	114	24	2002	2002	NUM
essd-556	114	25	,	,	PUNCT
essd-556	114	26	and	and	CCONJ
essd-556	114	27	2000	2000	NUM
essd-556	114	28	the	the	DET
essd-556	114	29	f	f	NOUN
essd-556	114	30	-	-	PUNCT
essd-556	114	31	value	value	NOUN
essd-556	114	32	obtained	obtain	VERB
essd-556	114	33	was	be	AUX
essd-556	114	34	always	always	ADV
essd-556	114	35	greater	great	ADJ
essd-556	114	36	than	than	ADP
essd-556	114	37	f	f	NOUN
essd-556	114	38	-	-	PUNCT
essd-556	114	39	critical	critical	ADJ
essd-556	114	40	in	in	ADP
essd-556	114	41	the	the	DET
essd-556	114	42	anova	anova	PROPN
essd-556	114	43	test	test	NOUN
essd-556	114	44	,	,	PUNCT
essd-556	114	45	therefore	therefore	ADV
essd-556	114	46	the	the	DET
essd-556	114	47	null	null	ADJ
essd-556	114	48	hypothesis	hypothesis	NOUN
essd-556	114	49	can	can	AUX
essd-556	114	50	be	be	AUX
essd-556	114	51	rejected	reject	VERB
essd-556	114	52	.	.	PUNCT
essd-556	115	1	pg	pg	INTJ
essd-556	115	2	.	.	PUNCT
essd-556	116	1	66	66	NUM
essd-556	116	2	cantafio	cantafio	NOUN
essd-556	116	3	/	/	SYM
essd-556	116	4	environmental	environmental	ADJ
essd-556	116	5	science	science	NOUN
essd-556	116	6	and	and	CCONJ
essd-556	116	7	sustainable	sustainable	ADJ
essd-556	116	8	development	development	NOUN
essd-556	116	9	,	,	PUNCT
essd-556	116	10	essd	essd	NOUN
essd-556	116	11	table	table	NOUN
essd-556	116	12	4	4	NUM
essd-556	116	13	.	.	PUNCT
essd-556	116	14	anova	anova	PROPN
essd-556	116	15	test	test	VERB
essd-556	116	16	with	with	ADP
essd-556	116	17	three	three	NUM
essd-556	116	18	variables	variable	NOUN
essd-556	116	19	for	for	ADP
essd-556	116	20	the	the	DET
essd-556	116	21	year	year	NOUN
essd-556	116	22	2015	2015	NUM
essd-556	116	23	anova	anova	PROPN
essd-556	116	24	:	:	PUNCT
essd-556	116	25	single	single	ADJ
essd-556	116	26	factor	factor	NOUN
essd-556	116	27	summary	summary	NOUN
essd-556	116	28	groups	group	NOUN
essd-556	116	29	count	count	VERB
essd-556	116	30	sum	sum	NOUN
essd-556	116	31	average	average	ADJ
essd-556	116	32	variance	variance	NOUN
essd-556	116	33	total	total	ADJ
essd-556	116	34	workers	worker	NOUN
essd-556	116	35	53	53	NUM
essd-556	116	36	86068566	86068566	NUM
essd-556	116	37	1623935	1623935	NUM
essd-556	116	38	2.50995e+12	2.50995e+12	NUM
essd-556	116	39	aqi	aqi	NOUN
essd-556	116	40	53	53	NUM
essd-556	116	41	2708	2708	NUM
essd-556	116	42	51.09434	51.09434	NUM
essd-556	116	43	105.202	105.202	NUM
essd-556	116	44	tot	tot	NOUN
essd-556	116	45	.	.	PUNCT
essd-556	117	1	patents	patent	NOUN
essd-556	117	2	53	53	NUM
essd-556	117	3	105903	105903	NUM
essd-556	117	4	1998.17	1998.17	NUM
essd-556	117	5	7527260.528	7527260.528	NUM
essd-556	117	6	anova	anova	X
essd-556	117	7	source	source	NOUN
essd-556	117	8	of	of	ADP
essd-556	117	9	variation	variation	NOUN
essd-556	117	10	df	df	PROPN
essd-556	117	11	ms	ms	PROPN
essd-556	117	12	f	f	PROPN
essd-556	117	13	p	p	PROPN
essd-556	117	14	-	-	PUNCT
essd-556	117	15	value	value	NOUN
essd-556	117	16	f	f	PROPN
essd-556	117	17	crit	crit	NOUN
essd-556	117	18	between	between	ADP
essd-556	117	19	groups	group	NOUN
essd-556	117	20	9.31e+13	9.31e+13	NUM
essd-556	117	21	2	2	NUM
essd-556	117	22	4.65e+13	4.65e+13	NUM
essd-556	117	23	55.615	55.615	NUM
essd-556	117	24	5.84022e-19	5.84022e-19	NUM
essd-556	117	25	3.054	3.054	NUM
essd-556	117	26	within	within	ADP
essd-556	117	27	groups	group	NOUN
essd-556	117	28	1.31e+14	1.31e+14	NUM
essd-556	117	29	156	156	NUM
essd-556	117	30	8.37e+11	8.37e+11	NUM
essd-556	117	31	total	total	NOUN
essd-556	117	32	2.24e+14	2.24e+14	NUM
essd-556	117	33	158	158	NUM
essd-556	117	34	table	table	NOUN
essd-556	117	35	5	5	NUM
essd-556	117	36	.	.	PUNCT
essd-556	117	37	anova	anova	PROPN
essd-556	117	38	test	test	VERB
essd-556	117	39	with	with	ADP
essd-556	117	40	two	two	NUM
essd-556	117	41	variables	variable	NOUN
essd-556	117	42	y	y	PROPN
essd-556	117	43	and	and	CCONJ
essd-556	117	44	aqi	aqi	PROPN
essd-556	117	45	for	for	ADP
essd-556	117	46	the	the	DET
essd-556	117	47	year	year	NOUN
essd-556	117	48	2013	2013	NUM
essd-556	117	49	anova	anova	PROPN
essd-556	117	50	:	:	PUNCT
essd-556	117	51	single	single	ADJ
essd-556	117	52	factor	factor	NOUN
essd-556	117	53	summary	summary	NOUN
essd-556	117	54	groups	group	NOUN
essd-556	117	55	count	count	VERB
essd-556	117	56	sum	sum	NOUN
essd-556	117	57	average	average	ADJ
essd-556	117	58	variance	variance	NOUN
essd-556	117	59	y	y	PROPN
essd-556	117	60	53	53	NUM
essd-556	117	61	86068566	86068566	NUM
essd-556	117	62	1623935.208	1623935.208	NUM
essd-556	117	63	2.50995e+12	2.50995e+12	NUM
essd-556	117	64	aqi	aqi	NOUN
essd-556	117	65	53	53	NUM
essd-556	117	66	2708	2708	NUM
essd-556	117	67	51.094	51.094	NUM
essd-556	117	68	105.202	105.202	NUM
essd-556	117	69	anova	anova	PROPN
essd-556	117	70	source	source	NOUN
essd-556	117	71	of	of	ADP
essd-556	117	72	variation	variation	NOUN
essd-556	117	73	df	df	PROPN
essd-556	117	74	ms	ms	PROPN
essd-556	117	75	f	f	PROPN
essd-556	117	76	p	p	PROPN
essd-556	117	77	-	-	PUNCT
essd-556	117	78	value	value	NOUN
essd-556	117	79	f	f	PROPN
essd-556	117	80	crit	crit	NOUN
essd-556	117	81	between	between	ADP
essd-556	117	82	groups	group	NOUN
essd-556	117	83	6.98805e+13	6.98805e+13	NUM
essd-556	117	84	1	1	NUM
essd-556	117	85	6.98805e+13	6.98805e+13	NUM
essd-556	117	86	55.682	55.682	NUM
essd-556	117	87	2.69221e-11	2.69221e-11	NUM
essd-556	117	88	3.932	3.932	NUM
essd-556	117	89	within	within	ADP
essd-556	117	90	groups	group	NOUN
essd-556	117	91	1.30517e+14	1.30517e+14	NUM
essd-556	117	92	104	104	NUM
essd-556	117	93	1.25497e+12	1.25497e+12	NUM
essd-556	117	94	total	total	NOUN
essd-556	117	95	2.00398e+14	2.00398e+14	NUM
essd-556	117	96	105	105	NUM
essd-556	117	97	the	the	DET
essd-556	117	98	anova	anova	PROPN
essd-556	117	99	test	test	NOUN
essd-556	117	100	for	for	ADP
essd-556	117	101	the	the	DET
essd-556	117	102	year	year	NOUN
essd-556	117	103	2015	2015	NUM
essd-556	117	104	,	,	PUNCT
essd-556	117	105	between	between	ADP
essd-556	117	106	the	the	DET
essd-556	117	107	variables	variable	NOUN
essd-556	117	108	y	y	PROPN
essd-556	117	109	and	and	CCONJ
essd-556	117	110	aqi	aqi	PROPN
essd-556	117	111	,	,	PUNCT
essd-556	117	112	namely	namely	ADV
essd-556	117	113	employment	employment	NOUN
essd-556	117	114	and	and	CCONJ
essd-556	117	115	air	air	NOUN
essd-556	117	116	pollution	pollution	NOUN
essd-556	117	117	,	,	PUNCT
essd-556	117	118	gives	give	VERB
essd-556	117	119	an	an	DET
essd-556	117	120	f	f	NUM
essd-556	117	121	-	-	PUNCT
essd-556	117	122	value	value	NOUN
essd-556	117	123	greater	great	ADJ
essd-556	117	124	than	than	ADP
essd-556	117	125	f	f	NOUN
essd-556	117	126	-	-	PUNCT
essd-556	117	127	critical	critical	ADJ
essd-556	117	128	,	,	PUNCT
essd-556	117	129	being	be	AUX
essd-556	117	130	55.68>3.93	55.68>3.93	NUM
essd-556	117	131	(	(	PUNCT
essd-556	117	132	as	as	SCONJ
essd-556	117	133	shown	show	VERB
essd-556	117	134	in	in	ADP
essd-556	117	135	the	the	DET
essd-556	117	136	table	table	NOUN
essd-556	117	137	above	above	ADP
essd-556	117	138	)	)	PUNCT
essd-556	117	139	.	.	PUNCT
essd-556	118	1	an	an	DET
essd-556	118	2	f	f	X
essd-556	118	3	-	-	PUNCT
essd-556	118	4	statistic	statistic	NOUN
essd-556	118	5	value	value	NOUN
essd-556	118	6	greater	great	ADJ
essd-556	118	7	than	than	ADP
essd-556	118	8	the	the	DET
essd-556	118	9	critical	critical	ADJ
essd-556	118	10	value	value	NOUN
essd-556	118	11	is	be	AUX
essd-556	118	12	equivalent	equivalent	ADJ
essd-556	118	13	to	to	ADP
essd-556	118	14	a	a	DET
essd-556	118	15	p	p	NOUN
essd-556	118	16	-	-	PUNCT
essd-556	118	17	value	value	NOUN
essd-556	118	18	less	less	ADJ
essd-556	118	19	than	than	ADP
essd-556	118	20	alpha	alpha	NOUN
essd-556	118	21	and	and	CCONJ
essd-556	118	22	both	both	PRON
essd-556	118	23	mean	mean	VERB
essd-556	118	24	that	that	SCONJ
essd-556	118	25	the	the	DET
essd-556	118	26	null	null	ADJ
essd-556	118	27	hypothesis	hypothesis	NOUN
essd-556	118	28	can	can	AUX
essd-556	118	29	be	be	AUX
essd-556	118	30	rejected	reject	VERB
essd-556	118	31	.	.	PUNCT
essd-556	119	1	similarly	similarly	ADV
essd-556	119	2	,	,	PUNCT
essd-556	119	3	the	the	DET
essd-556	119	4	anova	anova	PROPN
essd-556	119	5	test	test	NOUN
essd-556	119	6	for	for	ADP
essd-556	119	7	2015	2015	NUM
essd-556	119	8	performed	perform	VERB
essd-556	119	9	for	for	ADP
essd-556	119	10	the	the	DET
essd-556	119	11	variables	variable	NOUN
essd-556	119	12	y	y	PROPN
essd-556	119	13	and	and	CCONJ
essd-556	119	14	tot	tot	NOUN
essd-556	119	15	.	.	PUNCT
essd-556	120	1	patents	patent	NOUN
essd-556	120	2	gives	give	VERB
essd-556	120	3	f	f	NOUN
essd-556	120	4	-	-	PUNCT
essd-556	120	5	value	value	NOUN
essd-556	120	6	>	>	X
essd-556	120	7	f	f	X
essd-556	120	8	-	-	NOUN
essd-556	120	9	critical	critical	ADJ
essd-556	120	10	,	,	PUNCT
essd-556	120	11	with	with	ADP
essd-556	120	12	55.54>3.93	55.54>3.93	NUM
essd-556	120	13	.	.	PUNCT
essd-556	121	1	for	for	ADP
essd-556	121	2	the	the	DET
essd-556	121	3	year	year	NOUN
essd-556	121	4	2013	2013	NUM
essd-556	121	5	,	,	PUNCT
essd-556	121	6	the	the	DET
essd-556	121	7	anova	anova	PROPN
essd-556	121	8	tests	test	NOUN
essd-556	121	9	performed	perform	VERB
essd-556	121	10	between	between	ADP
essd-556	121	11	y	y	PROPN
essd-556	121	12	and	and	CCONJ
essd-556	121	13	aqi	aqi	PROPN
essd-556	121	14	present	present	ADJ
essd-556	121	15	f	f	NOUN
essd-556	121	16	-	-	PUNCT
essd-556	121	17	value	value	NOUN
essd-556	121	18	>	>	X
essd-556	121	19	f	f	X
essd-556	121	20	-	-	PUNCT
essd-556	121	21	critical	critical	ADJ
essd-556	121	22	,	,	PUNCT
essd-556	121	23	being	be	AUX
essd-556	121	24	54.03>5.93	54.03>5.93	NUM
essd-556	121	25	and	and	CCONJ
essd-556	121	26	between	between	ADP
essd-556	121	27	y	y	PROPN
essd-556	121	28	and	and	CCONJ
essd-556	121	29	total	total	ADJ
essd-556	121	30	patents	patent	NOUN
essd-556	121	31	an	an	DET
essd-556	121	32	f	f	NOUN
essd-556	121	33	-	-	PUNCT
essd-556	121	34	value	value	NOUN
essd-556	121	35	>	>	X
essd-556	121	36	f	f	X
essd-556	121	37	-	-	NOUN
essd-556	121	38	critical	critical	ADJ
essd-556	121	39	,	,	PUNCT
essd-556	121	40	with	with	ADP
essd-556	121	41	53.88>3.93	53.88>3.93	NUM
essd-556	121	42	.	.	PUNCT
essd-556	122	1	therefore	therefore	ADV
essd-556	122	2	,	,	PUNCT
essd-556	122	3	also	also	ADV
essd-556	122	4	for	for	ADP
essd-556	122	5	the	the	DET
essd-556	122	6	year	year	NOUN
essd-556	122	7	2013	2013	NUM
essd-556	122	8	,	,	PUNCT
essd-556	122	9	the	the	DET
essd-556	122	10	null	null	ADJ
essd-556	122	11	hypothesis	hypothesis	NOUN
essd-556	122	12	can	can	AUX
essd-556	122	13	be	be	AUX
essd-556	122	14	rejected	reject	VERB
essd-556	122	15	.	.	PUNCT
essd-556	123	1	given	give	VERB
essd-556	123	2	these	these	DET
essd-556	123	3	analyses	analysis	NOUN
essd-556	123	4	,	,	PUNCT
essd-556	123	5	the	the	DET
essd-556	123	6	results	result	NOUN
essd-556	123	7	of	of	ADP
essd-556	123	8	the	the	DET
essd-556	123	9	regression	regression	NOUN
essd-556	123	10	from	from	ADP
essd-556	123	11	the	the	DET
essd-556	123	12	data	datum	NOUN
essd-556	123	13	can	can	AUX
essd-556	123	14	be	be	AUX
essd-556	123	15	considered	consider	VERB
essd-556	123	16	robust	robust	ADJ
essd-556	123	17	.	.	PUNCT
essd-556	124	1	3.1	3.1	NUM
essd-556	124	2	.	.	PUNCT
essd-556	124	3	interpretation	interpretation	NOUN
essd-556	124	4	of	of	ADP
essd-556	124	5	the	the	DET
essd-556	124	6	results	result	NOUN
essd-556	124	7	the	the	DET
essd-556	124	8	f	f	X
essd-556	124	9	-	-	PUNCT
essd-556	124	10	ratio	ratio	NOUN
essd-556	124	11	tests	test	NOUN
essd-556	124	12	whether	whether	SCONJ
essd-556	124	13	the	the	DET
essd-556	124	14	overall	overall	ADJ
essd-556	124	15	regression	regression	NOUN
essd-556	124	16	model	model	NOUN
essd-556	124	17	is	be	AUX
essd-556	124	18	a	a	DET
essd-556	124	19	good	good	ADJ
essd-556	124	20	fit	fit	NOUN
essd-556	124	21	for	for	ADP
essd-556	124	22	the	the	DET
essd-556	124	23	data	datum	NOUN
essd-556	124	24	.	.	PUNCT
essd-556	125	1	the	the	DET
essd-556	125	2	output	output	NOUN
essd-556	125	3	shows	show	VERB
essd-556	125	4	that	that	SCONJ
essd-556	125	5	the	the	DET
essd-556	125	6	independent	independent	ADJ
essd-556	125	7	variables	variable	NOUN
essd-556	125	8	statistically	statistically	ADV
essd-556	125	9	and	and	CCONJ
essd-556	125	10	significantly	significantly	ADV
essd-556	125	11	predict	predict	VERB
essd-556	125	12	the	the	DET
essd-556	125	13	dependent	dependent	ADJ
essd-556	125	14	variable	variable	ADJ
essd-556	125	15	f	f	NOUN
essd-556	125	16	(	(	PUNCT
essd-556	125	17	2	2	NUM
essd-556	125	18	,	,	PUNCT
essd-556	125	19	50	50	NUM
essd-556	125	20	)	)	PUNCT
essd-556	125	21	=	=	NOUN
essd-556	125	22	24.56	24.56	NUM
essd-556	125	23	and	and	CCONJ
essd-556	125	24	p	p	ADP
essd-556	125	25	0.0000	0.0000	NUM
essd-556	125	26	<	<	X
essd-556	125	27	0.0005	0.0005	NUM
essd-556	125	28	(	(	PUNCT
essd-556	125	29	i.e.	i.e.	X
essd-556	125	30	,	,	PUNCT
essd-556	125	31	the	the	DET
essd-556	125	32	regression	regression	NOUN
essd-556	125	33	model	model	NOUN
essd-556	125	34	is	be	AUX
essd-556	125	35	a	a	DET
essd-556	125	36	good	good	ADJ
essd-556	125	37	fit	fit	NOUN
essd-556	125	38	of	of	ADP
essd-556	125	39	the	the	DET
essd-556	125	40	data	datum	NOUN
essd-556	125	41	)	)	PUNCT
essd-556	125	42	.	.	PUNCT
essd-556	126	1	the	the	DET
essd-556	126	2	results	result	NOUN
essd-556	126	3	show	show	VERB
essd-556	126	4	an	an	DET
essd-556	126	5	r	r	NOUN
essd-556	126	6	-	-	PUNCT
essd-556	126	7	squared	square	VERB
essd-556	126	8	value	value	NOUN
essd-556	126	9	of	of	ADP
essd-556	126	10	0.495	0.495	NUM
essd-556	126	11	,	,	PUNCT
essd-556	126	12	meaning	mean	VERB
essd-556	126	13	that	that	SCONJ
essd-556	126	14	the	the	DET
essd-556	126	15	independent	independent	ADJ
essd-556	126	16	variables	variable	NOUN
essd-556	126	17	(	(	PUNCT
essd-556	126	18	aqi	aqi	PROPN
essd-556	126	19	and	and	CCONJ
essd-556	126	20	i	i	PROPN
essd-556	126	21	,	,	PUNCT
essd-556	126	22	namely	namely	ADV
essd-556	126	23	air	air	NOUN
essd-556	126	24	quality	quality	NOUN
essd-556	126	25	and	and	CCONJ
essd-556	126	26	innovation	innovation	NOUN
essd-556	126	27	)	)	PUNCT
essd-556	126	28	explain	explain	VERB
essd-556	126	29	49.5	49.5	NUM
essd-556	126	30	%	%	NOUN
essd-556	126	31	of	of	ADP
essd-556	126	32	the	the	DET
essd-556	126	33	variability	variability	NOUN
essd-556	126	34	of	of	ADP
essd-556	126	35	our	our	PRON
essd-556	126	36	dependent	dependent	ADJ
essd-556	126	37	variable	variable	ADJ
essd-556	126	38	y	y	PROPN
essd-556	126	39	(	(	PUNCT
essd-556	126	40	total	total	ADJ
essd-556	126	41	employment	employment	NOUN
essd-556	126	42	of	of	ADP
essd-556	126	43	the	the	DET
essd-556	126	44	metropolitan	metropolitan	ADJ
essd-556	126	45	area	area	NOUN
essd-556	126	46	)	)	PUNCT
essd-556	126	47	.	.	PUNCT
essd-556	127	1	the	the	DET
essd-556	127	2	same	same	ADJ
essd-556	127	3	model	model	NOUN
essd-556	127	4	has	have	AUX
essd-556	127	5	been	be	AUX
essd-556	127	6	applied	apply	VERB
essd-556	127	7	for	for	ADP
essd-556	127	8	the	the	DET
essd-556	127	9	years	year	NOUN
essd-556	127	10	:	:	PUNCT
essd-556	127	11	2000	2000	NUM
essd-556	127	12	,	,	PUNCT
essd-556	127	13	2002	2002	NUM
essd-556	127	14	,	,	PUNCT
essd-556	127	15	2005	2005	NUM
essd-556	127	16	,	,	PUNCT
essd-556	127	17	2008	2008	NUM
essd-556	127	18	,	,	PUNCT
essd-556	127	19	2011	2011	NUM
essd-556	127	20	,	,	PUNCT
essd-556	127	21	2013	2013	NUM
essd-556	127	22	,	,	PUNCT
essd-556	127	23	and	and	CCONJ
essd-556	127	24	2015	2015	NUM
essd-556	127	25	.	.	PUNCT
essd-556	128	1	for	for	ADP
essd-556	128	2	each	each	DET
essd-556	128	3	year	year	NOUN
essd-556	128	4	all	all	DET
essd-556	128	5	the	the	DET
essd-556	128	6	indicators	indicator	NOUN
essd-556	128	7	listed	list	VERB
essd-556	128	8	in	in	ADP
essd-556	128	9	table	table	NOUN
essd-556	128	10	1	1	NUM
essd-556	128	11	have	have	AUX
essd-556	128	12	been	be	AUX
essd-556	128	13	collected	collect	VERB
essd-556	128	14	.	.	PUNCT
essd-556	129	1	with	with	ADP
essd-556	129	2	the	the	DET
essd-556	129	3	data	datum	NOUN
essd-556	129	4	collected	collect	VERB
essd-556	129	5	before	before	ADP
essd-556	129	6	2007/2008	2007/2008	NUM
essd-556	129	7	,	,	PUNCT
essd-556	129	8	we	we	PRON
essd-556	129	9	have	have	VERB
essd-556	129	10	the	the	DET
essd-556	129	11	opportunity	opportunity	NOUN
essd-556	129	12	to	to	PART
essd-556	129	13	have	have	AUX
essd-556	129	14	information	information	NOUN
essd-556	129	15	before	before	ADV
essd-556	129	16	and	and	CCONJ
essd-556	129	17	after	after	ADP
essd-556	129	18	the	the	DET
essd-556	129	19	economic	economic	ADJ
essd-556	129	20	crisis	crisis	NOUN
essd-556	129	21	of	of	ADP
essd-556	129	22	2007/2008	2007/2008	NUM
essd-556	129	23	.	.	PUNCT
essd-556	130	1	in	in	ADP
essd-556	130	2	the	the	DET
essd-556	130	3	following	follow	VERB
essd-556	130	4	chart	chart	NOUN
essd-556	130	5	the	the	DET
essd-556	130	6	r	r	NOUN
essd-556	130	7	-	-	PUNCT
essd-556	130	8	squared	square	VERB
essd-556	130	9	values	value	NOUN
essd-556	130	10	of	of	ADP
essd-556	130	11	the	the	DET
essd-556	130	12	years	year	NOUN
essd-556	130	13	2000	2000	NUM
essd-556	130	14	,	,	PUNCT
essd-556	130	15	2002	2002	NUM
essd-556	130	16	,	,	PUNCT
essd-556	130	17	2005	2005	NUM
essd-556	130	18	,	,	PUNCT
essd-556	130	19	2008	2008	NUM
essd-556	130	20	,	,	PUNCT
essd-556	130	21	2011	2011	NUM
essd-556	130	22	,	,	PUNCT
essd-556	130	23	2013	2013	NUM
essd-556	130	24	and	and	CCONJ
essd-556	130	25	2015	2015	NUM
essd-556	130	26	are	be	AUX
essd-556	130	27	shown	show	VERB
essd-556	130	28	.	.	PUNCT
essd-556	131	1	from	from	ADP
essd-556	131	2	the	the	DET
essd-556	131	3	following	follow	VERB
essd-556	131	4	table	table	NOUN
essd-556	131	5	can	can	AUX
essd-556	131	6	be	be	AUX
essd-556	131	7	seen	see	VERB
essd-556	131	8	that	that	SCONJ
essd-556	131	9	the	the	DET
essd-556	131	10	maximum	maximum	ADJ
essd-556	131	11	r	r	NOUN
essd-556	131	12	-	-	PUNCT
essd-556	131	13	squared	square	VERB
essd-556	131	14	value	value	NOUN
essd-556	131	15	is	be	AUX
essd-556	131	16	in	in	ADP
essd-556	131	17	2000	2000	NUM
essd-556	131	18	,	,	PUNCT
essd-556	131	19	while	while	SCONJ
essd-556	131	20	the	the	DET
essd-556	131	21	minimum	minimum	NOUN
essd-556	131	22	is	be	AUX
essd-556	131	23	reached	reach	VERB
essd-556	131	24	in	in	ADP
essd-556	131	25	2015	2015	NUM
essd-556	131	26	,	,	PUNCT
essd-556	131	27	with	with	ADP
essd-556	131	28	a	a	DET
essd-556	131	29	progressive	progressive	ADJ
essd-556	131	30	decrease	decrease	NOUN
essd-556	131	31	of	of	ADP
essd-556	131	32	this	this	DET
essd-556	131	33	value	value	NOUN
essd-556	131	34	.	.	PUNCT
essd-556	132	1	this	this	PRON
essd-556	132	2	means	mean	VERB
essd-556	132	3	that	that	SCONJ
essd-556	132	4	the	the	DET
essd-556	132	5	correlation	correlation	NOUN
essd-556	132	6	among	among	ADP
essd-556	132	7	the	the	DET
essd-556	132	8	selected	select	VERB
essd-556	132	9	variables	variable	NOUN
essd-556	132	10	has	have	AUX
essd-556	132	11	diminished	diminish	VERB
essd-556	132	12	over	over	ADP
essd-556	132	13	the	the	DET
essd-556	132	14	years	year	NOUN
essd-556	132	15	.	.	PUNCT
essd-556	133	1	the	the	DET
essd-556	133	2	variance	variance	NOUN
essd-556	133	3	in	in	ADP
essd-556	133	4	the	the	DET
essd-556	133	5	measure	measure	NOUN
essd-556	133	6	of	of	ADP
essd-556	133	7	total	total	ADJ
essd-556	133	8	workers	worker	NOUN
essd-556	133	9	in	in	ADP
essd-556	133	10	metro	metro	PROPN
essd-556	133	11	areas	area	NOUN
essd-556	133	12	predicted	predict	VERB
essd-556	133	13	by	by	ADP
essd-556	133	14	measures	measure	NOUN
essd-556	133	15	of	of	ADP
essd-556	133	16	pg	pg	PROPN
essd-556	133	17	.	.	PROPN
essd-556	133	18	67	67	NUM
essd-556	133	19	cantafio	cantafio	NOUN
essd-556	133	20	/	/	SYM
essd-556	133	21	environmental	environmental	ADJ
essd-556	133	22	science	science	NOUN
essd-556	133	23	and	and	CCONJ
essd-556	133	24	sustainable	sustainable	ADJ
essd-556	133	25	development	development	NOUN
essd-556	133	26	,	,	PUNCT
essd-556	133	27	essd	essd	NOUN
essd-556	133	28	innovation	innovation	NOUN
essd-556	133	29	and	and	CCONJ
essd-556	133	30	air	air	NOUN
essd-556	133	31	quality	quality	NOUN
essd-556	133	32	has	have	AUX
essd-556	133	33	shrunk	shrink	VERB
essd-556	133	34	from	from	ADP
essd-556	133	35	more	more	ADJ
essd-556	133	36	than	than	ADP
essd-556	133	37	60	60	NUM
essd-556	133	38	%	%	NOUN
essd-556	133	39	in	in	ADP
essd-556	133	40	2000	2000	NUM
essd-556	133	41	to	to	ADP
essd-556	133	42	about	about	ADV
essd-556	133	43	36	36	NUM
essd-556	133	44	%	%	NOUN
essd-556	133	45	in	in	ADP
essd-556	133	46	2015	2015	NUM
essd-556	133	47	,	,	PUNCT
essd-556	133	48	as	as	SCONJ
essd-556	133	49	shown	show	VERB
essd-556	133	50	in	in	ADP
essd-556	133	51	the	the	DET
essd-556	133	52	following	follow	VERB
essd-556	133	53	table	table	NOUN
essd-556	133	54	6	6	NUM
essd-556	133	55	.	.	PUNCT
essd-556	133	56	table	table	NOUN
essd-556	133	57	6	6	NUM
essd-556	133	58	.	.	PUNCT
essd-556	134	1	r	r	X
essd-556	134	2	-	-	PUNCT
essd-556	134	3	squared	square	VERB
essd-556	134	4	results	result	NOUN
essd-556	134	5	sustain	sustain	VERB
essd-556	134	6	-	-	PUNCT
essd-556	134	7	led	lead	VERB
essd-556	134	8	model	model	NOUN
essd-556	134	9	for	for	ADP
essd-556	134	10	the	the	DET
essd-556	134	11	years	year	NOUN
essd-556	134	12	2000:2015	2000:2015	NUM
essd-556	134	13	year	year	NOUN
essd-556	134	14	r	r	NOUN
essd-556	134	15	-	-	PUNCT
essd-556	134	16	squared	square	VERB
essd-556	134	17	2000	2000	NUM
essd-556	134	18	0.611	0.611	NUM
essd-556	134	19	2002	2002	NUM
essd-556	134	20	0.473	0.473	NUM
essd-556	134	21	2005	2005	NUM
essd-556	134	22	0.442	0.442	NUM
essd-556	134	23	2008	2008	NUM
essd-556	134	24	0.420	0.420	NUM
essd-556	134	25	2011	2011	NUM
essd-556	134	26	0.400	0.400	NUM
essd-556	134	27	2013	2013	NUM
essd-556	134	28	0.368	0.368	NUM
essd-556	134	29	2015	2015	NUM
essd-556	134	30	0.359	0.359	NUM
essd-556	134	31	figure	figure	NOUN
essd-556	134	32	1	1	NUM
essd-556	134	33	.	.	PUNCT
essd-556	135	1	r	r	X
essd-556	135	2	-	-	PUNCT
essd-556	135	3	squared	square	VERB
essd-556	135	4	coefficient	coefficient	NOUN
essd-556	135	5	from	from	ADP
essd-556	135	6	the	the	DET
essd-556	135	7	linear	linear	ADJ
essd-556	135	8	regressions	regression	NOUN
essd-556	135	9	of	of	ADP
essd-556	135	10	the	the	DET
essd-556	135	11	sustain	sustain	NOUN
essd-556	135	12	-	-	PUNCT
essd-556	135	13	led	lead	VERB
essd-556	135	14	model	model	NOUN
essd-556	135	15	in	in	ADP
essd-556	135	16	the	the	DET
essd-556	135	17	years	year	NOUN
essd-556	135	18	2000	2000	NUM
essd-556	135	19	-	-	SYM
essd-556	135	20	2015	2015	NUM
essd-556	135	21	it	it	PRON
essd-556	135	22	is	be	AUX
essd-556	135	23	probable	probable	ADJ
essd-556	135	24	that	that	SCONJ
essd-556	135	25	the	the	DET
essd-556	135	26	negative	negative	ADJ
essd-556	135	27	trend	trend	NOUN
essd-556	135	28	phenomenon	phenomenon	NOUN
essd-556	135	29	can	can	AUX
essd-556	135	30	be	be	AUX
essd-556	135	31	explained	explain	VERB
essd-556	135	32	with	with	ADP
essd-556	135	33	the	the	DET
essd-556	135	34	various	various	ADJ
essd-556	135	35	economic	economic	ADJ
essd-556	135	36	crises	crisis	NOUN
essd-556	135	37	that	that	PRON
essd-556	135	38	happened	happen	VERB
essd-556	135	39	during	during	ADP
essd-556	135	40	the	the	DET
essd-556	135	41	years	year	NOUN
essd-556	135	42	taken	take	VERB
essd-556	135	43	into	into	ADP
essd-556	135	44	account	account	NOUN
essd-556	135	45	in	in	ADP
essd-556	135	46	the	the	DET
essd-556	135	47	study	study	NOUN
essd-556	135	48	.	.	PUNCT
essd-556	136	1	in	in	ADP
essd-556	136	2	the	the	DET
essd-556	136	3	2000s	2000	NOUN
essd-556	136	4	an	an	DET
essd-556	136	5	energy	energy	NOUN
essd-556	136	6	crisis	crisis	NOUN
essd-556	136	7	swept	sweep	VERB
essd-556	136	8	the	the	DET
essd-556	136	9	western	western	ADJ
essd-556	136	10	world	world	NOUN
essd-556	136	11	,	,	PUNCT
essd-556	136	12	known	know	VERB
essd-556	136	13	as	as	ADP
essd-556	136	14	the	the	DET
essd-556	136	15	2000s	2000s	NUM
essd-556	136	16	energy	energy	NOUN
essd-556	136	17	crisis	crisis	NOUN
essd-556	136	18	since	since	SCONJ
essd-556	136	19	2003	2003	NUM
essd-556	136	20	,	,	PUNCT
essd-556	136	21	a	a	DET
essd-556	136	22	rise	rise	NOUN
essd-556	136	23	in	in	ADP
essd-556	136	24	prices	price	NOUN
essd-556	136	25	was	be	AUX
essd-556	136	26	produced	produce	VERB
essd-556	136	27	by	by	ADP
essd-556	136	28	continuous	continuous	ADJ
essd-556	136	29	global	global	ADJ
essd-556	136	30	rises	rise	NOUN
essd-556	136	31	in	in	ADP
essd-556	136	32	petroleum	petroleum	NOUN
essd-556	136	33	demand	demand	NOUN
essd-556	136	34	combined	combine	VERB
essd-556	136	35	with	with	ADP
essd-556	136	36	production	production	NOUN
essd-556	136	37	stagnation	stagnation	NOUN
essd-556	136	38	,	,	PUNCT
essd-556	136	39	the	the	DET
essd-556	136	40	falling	fall	VERB
essd-556	136	41	value	value	NOUN
essd-556	136	42	of	of	ADP
essd-556	136	43	the	the	DET
essd-556	136	44	us	us	PROPN
essd-556	136	45	dollar	dollar	NOUN
essd-556	136	46	,	,	PUNCT
essd-556	136	47	and	and	CCONJ
essd-556	136	48	a	a	DET
essd-556	136	49	multitude	multitude	NOUN
essd-556	136	50	of	of	ADP
essd-556	136	51	other	other	ADJ
essd-556	136	52	minor	minor	ADJ
essd-556	136	53	causes	cause	NOUN
essd-556	136	54	.	.	PUNCT
essd-556	137	1	another	another	DET
essd-556	137	2	crisis	crisis	NOUN
essd-556	137	3	was	be	AUX
essd-556	137	4	in	in	ADP
essd-556	137	5	2000–2001	2000–2001	NUM
essd-556	137	6	,	,	PUNCT
essd-556	137	7	the	the	DET
essd-556	137	8	california	california	PROPN
essd-556	137	9	electricity	electricity	NOUN
essd-556	137	10	crisis	crisis	NOUN
essd-556	137	11	,	,	PUNCT
essd-556	137	12	caused	cause	VERB
essd-556	137	13	by	by	ADP
essd-556	137	14	market	market	NOUN
essd-556	137	15	manipulation	manipulation	NOUN
essd-556	137	16	by	by	ADP
essd-556	137	17	enron	enron	PROPN
essd-556	137	18	and	and	CCONJ
essd-556	137	19	failed	fail	VERB
essd-556	137	20	deregulation	deregulation	NOUN
essd-556	137	21	;	;	PUNCT
essd-556	137	22	this	this	PRON
essd-556	137	23	resulted	result	VERB
essd-556	137	24	in	in	ADP
essd-556	137	25	multiple	multiple	ADJ
essd-556	137	26	largescale	largescale	NOUN
essd-556	137	27	power	power	NOUN
essd-556	137	28	outages	outage	NOUN
essd-556	137	29	.	.	PUNCT
essd-556	138	1	last	last	ADJ
essd-556	138	2	but	but	CCONJ
essd-556	138	3	not	not	PART
essd-556	138	4	least	least	ADJ
essd-556	138	5	,	,	PUNCT
essd-556	138	6	another	another	DET
essd-556	138	7	reason	reason	NOUN
essd-556	138	8	that	that	PRON
essd-556	138	9	can	can	AUX
essd-556	138	10	explain	explain	VERB
essd-556	138	11	the	the	DET
essd-556	138	12	results	result	NOUN
essd-556	138	13	is	be	AUX
essd-556	138	14	the	the	DET
essd-556	138	15	financial	financial	ADJ
essd-556	138	16	crisis	crisis	NOUN
essd-556	138	17	of	of	ADP
essd-556	138	18	2007–09	2007–09	NOUN
essd-556	138	19	,	,	PUNCT
essd-556	138	20	also	also	ADV
essd-556	138	21	identified	identify	VERB
essd-556	138	22	as	as	ADP
essd-556	138	23	the	the	DET
essd-556	138	24	global	global	ADJ
essd-556	138	25	financial	financial	ADJ
essd-556	138	26	crisis	crisis	NOUN
essd-556	138	27	and	and	CCONJ
essd-556	138	28	the	the	DET
essd-556	138	29	2008	2008	NUM
essd-556	138	30	-	-	SYM
essd-556	138	31	09	09	NUM
essd-556	138	32	financial	financial	ADJ
essd-556	138	33	crisis	crisis	NOUN
essd-556	138	34	,	,	PUNCT
essd-556	138	35	considered	consider	VERB
essd-556	138	36	by	by	ADP
essd-556	138	37	numerous	numerous	ADJ
essd-556	138	38	economists	economist	NOUN
essd-556	138	39	to	to	PART
essd-556	138	40	be	be	AUX
essd-556	138	41	the	the	DET
essd-556	138	42	worst	bad	ADJ
essd-556	138	43	financial	financial	ADJ
essd-556	138	44	crisis	crisis	NOUN
essd-556	138	45	that	that	PRON
essd-556	138	46	has	have	AUX
essd-556	138	47	happened	happen	VERB
essd-556	138	48	since	since	SCONJ
essd-556	138	49	the	the	DET
essd-556	138	50	great	great	ADJ
essd-556	138	51	depression	depression	NOUN
essd-556	138	52	of	of	ADP
essd-556	138	53	the	the	DET
essd-556	138	54	1930s	1930	NOUN
essd-556	138	55	.	.	PUNCT
essd-556	139	1	all	all	DET
essd-556	139	2	these	these	DET
essd-556	139	3	crises	crisis	NOUN
essd-556	139	4	had	have	VERB
essd-556	139	5	an	an	DET
essd-556	139	6	impact	impact	NOUN
essd-556	139	7	on	on	ADP
essd-556	139	8	various	various	ADJ
essd-556	139	9	sectors	sector	NOUN
essd-556	139	10	of	of	ADP
essd-556	139	11	the	the	DET
essd-556	139	12	economy	economy	NOUN
essd-556	139	13	,	,	PUNCT
essd-556	139	14	starting	start	VERB
essd-556	139	15	with	with	ADP
essd-556	139	16	the	the	DET
essd-556	139	17	financial	financial	ADJ
essd-556	139	18	market	market	NOUN
essd-556	139	19	,	,	PUNCT
essd-556	139	20	with	with	ADP
essd-556	139	21	a	a	DET
essd-556	139	22	drop	drop	NOUN
essd-556	139	23	of	of	ADP
essd-556	139	24	various	various	ADJ
essd-556	139	25	stock	stock	NOUN
essd-556	139	26	market	market	NOUN
essd-556	139	27	indexes	index	NOUN
essd-556	139	28	,	,	PUNCT
essd-556	139	29	e.g.	e.g.	ADV
essd-556	139	30	in	in	ADP
essd-556	139	31	june	june	PROPN
essd-556	139	32	2008	2008	NUM
essd-556	139	33	the	the	DET
essd-556	139	34	dow	dow	PROPN
essd-556	139	35	jones	jones	PROPN
essd-556	139	36	industrial	industrial	PROPN
essd-556	139	37	average	average	PROPN
essd-556	139	38	(	(	PUNCT
essd-556	139	39	djia	djia	PROPN
essd-556	139	40	)	)	PUNCT
essd-556	139	41	had	have	AUX
essd-556	139	42	fallen	fall	VERB
essd-556	139	43	20	20	NUM
essd-556	139	44	%	%	NOUN
essd-556	139	45	from	from	ADP
essd-556	139	46	its	its	PRON
essd-556	139	47	october	october	PROPN
essd-556	139	48	11	11	NUM
essd-556	139	49	,	,	PUNCT
essd-556	139	50	2007	2007	NUM
essd-556	139	51	high	high	ADJ
essd-556	139	52	.	.	PUNCT
essd-556	140	1	also	also	ADV
essd-556	140	2	,	,	PUNCT
essd-556	140	3	the	the	DET
essd-556	140	4	standard	standard	ADJ
essd-556	140	5	and	and	CCONJ
essd-556	140	6	poor	poor	ADJ
essd-556	140	7	’s	’s	PART
essd-556	140	8	stock	stock	NOUN
essd-556	140	9	market	market	NOUN
essd-556	140	10	index	index	NOUN
essd-556	140	11	(	(	PUNCT
essd-556	140	12	s&p	s&p	PROPN
essd-556	140	13	)	)	PUNCT
essd-556	140	14	500	500	NUM
essd-556	140	15	lost	lose	VERB
essd-556	140	16	approximately	approximately	ADV
essd-556	140	17	50	50	NUM
essd-556	140	18	%	%	NOUN
essd-556	140	19	of	of	ADP
essd-556	140	20	its	its	PRON
essd-556	140	21	value	value	NOUN
essd-556	140	22	in	in	ADP
essd-556	140	23	the	the	DET
essd-556	140	24	period	period	NOUN
essd-556	140	25	2007	2007	NUM
essd-556	140	26	-	-	SYM
essd-556	140	27	2009	2009	NUM
essd-556	140	28	.	.	PUNCT
essd-556	141	1	other	other	ADJ
essd-556	141	2	effects	effect	NOUN
essd-556	141	3	of	of	ADP
essd-556	141	4	these	these	DET
essd-556	141	5	crises	crisis	NOUN
essd-556	141	6	have	have	AUX
essd-556	141	7	been	be	AUX
essd-556	141	8	seen	see	VERB
essd-556	141	9	on	on	ADP
essd-556	141	10	the	the	DET
essd-556	141	11	global	global	ADJ
essd-556	141	12	economy	economy	NOUN
essd-556	141	13	as	as	ADP
essd-556	141	14	a	a	DET
essd-556	141	15	whole	whole	NOUN
essd-556	141	16	and	and	CCONJ
essd-556	141	17	on	on	ADP
essd-556	141	18	the	the	DET
essd-556	141	19	us	us	PROPN
essd-556	141	20	domestic	domestic	ADJ
essd-556	141	21	economy	economy	NOUN
essd-556	141	22	,	,	PUNCT
essd-556	141	23	with	with	ADP
essd-556	141	24	a	a	DET
essd-556	141	25	drop	drop	NOUN
essd-556	141	26	of	of	ADP
essd-556	141	27	the	the	DET
essd-556	141	28	gross	gross	ADJ
essd-556	141	29	domestic	domestic	ADJ
essd-556	141	30	product	product	NOUN
essd-556	141	31	with	with	ADP
essd-556	141	32	an	an	DET
essd-556	141	33	annual	annual	ADJ
essd-556	141	34	rate	rate	NOUN
essd-556	141	35	of	of	ADP
essd-556	141	36	the	the	DET
essd-556	141	37	6	6	NUM
essd-556	141	38	%	%	NOUN
essd-556	141	39	until	until	ADP
essd-556	141	40	2009	2009	NUM
essd-556	141	41	,	,	PUNCT
essd-556	141	42	and	and	CCONJ
essd-556	141	43	impacts	impact	NOUN
essd-556	141	44	on	on	ADP
essd-556	141	45	the	the	DET
essd-556	141	46	distribution	distribution	NOUN
essd-556	141	47	of	of	ADP
essd-556	141	48	the	the	DET
essd-556	141	49	wealth	wealth	NOUN
essd-556	141	50	.	.	PUNCT
essd-556	142	1	77	77	NUM
essd-556	142	2	%	%	NOUN
essd-556	142	3	of	of	ADP
essd-556	142	4	the	the	DET
essd-556	142	5	richest	rich	ADJ
essd-556	142	6	families	family	NOUN
essd-556	142	7	had	have	VERB
essd-556	142	8	a	a	DET
essd-556	142	9	decrease	decrease	NOUN
essd-556	142	10	in	in	ADP
essd-556	142	11	total	total	ADJ
essd-556	142	12	wealth	wealth	NOUN
essd-556	142	13	.	.	PUNCT
essd-556	143	1	it	it	PRON
essd-556	143	2	is	be	AUX
essd-556	143	3	difficult	difficult	ADJ
essd-556	143	4	to	to	PART
essd-556	143	5	say	say	VERB
essd-556	143	6	which	which	PRON
essd-556	143	7	is	be	AUX
essd-556	143	8	the	the	DET
essd-556	143	9	cause	cause	NOUN
essd-556	143	10	and	and	CCONJ
essd-556	143	11	which	which	PRON
essd-556	143	12	is	be	AUX
essd-556	143	13	the	the	DET
essd-556	143	14	consequence	consequence	NOUN
essd-556	143	15	in	in	ADP
essd-556	143	16	these	these	DET
essd-556	143	17	cases	case	NOUN
essd-556	143	18	,	,	PUNCT
essd-556	143	19	but	but	CCONJ
essd-556	143	20	we	we	PRON
essd-556	143	21	can	can	AUX
essd-556	143	22	say	say	VERB
essd-556	143	23	that	that	SCONJ
essd-556	143	24	there	there	PRON
essd-556	143	25	is	be	VERB
essd-556	143	26	a	a	DET
essd-556	143	27	relation	relation	NOUN
essd-556	143	28	among	among	ADP
essd-556	143	29	the	the	DET
essd-556	143	30	economic	economic	ADJ
essd-556	143	31	and	and	CCONJ
essd-556	143	32	energy	energy	NOUN
essd-556	143	33	crises	crisis	NOUN
essd-556	143	34	of	of	ADP
essd-556	143	35	the	the	DET
essd-556	143	36	2000s	2000s	NUM
essd-556	143	37	.	.	PUNCT
essd-556	144	1	a	a	DET
essd-556	144	2	reason	reason	NOUN
essd-556	144	3	for	for	ADP
essd-556	144	4	the	the	DET
essd-556	144	5	job	job	NOUN
essd-556	144	6	losses	loss	NOUN
essd-556	144	7	from	from	ADP
essd-556	144	8	2008	2008	NUM
essd-556	144	9	on	on	ADP
essd-556	144	10	lays	lay	NOUN
essd-556	144	11	behind	behind	ADP
essd-556	144	12	the	the	DET
essd-556	144	13	fact	fact	NOUN
essd-556	144	14	that	that	SCONJ
essd-556	144	15	during	during	ADP
essd-556	144	16	the	the	DET
essd-556	144	17	economic	economic	ADJ
essd-556	144	18	crisis	crisis	NOUN
essd-556	144	19	period	period	NOUN
essd-556	144	20	,	,	PUNCT
essd-556	144	21	as	as	SCONJ
essd-556	144	22	the	the	DET
essd-556	144	23	nobel	nobel	PROPN
essd-556	144	24	prize	prize	PROPN
essd-556	144	25	in	in	ADP
essd-556	144	26	economic	economic	ADJ
essd-556	144	27	sciences	science	NOUN
essd-556	144	28	paul	paul	PROPN
essd-556	144	29	krugman	krugman	PROPN
essd-556	144	30	wrote	write	VERB
essd-556	144	31	,	,	PUNCT
essd-556	144	32	“	"	PUNCT
essd-556	144	33	countries	country	NOUN
essd-556	144	34	faced	face	VERB
essd-556	144	35	with	with	ADP
essd-556	144	36	economic	economic	ADJ
essd-556	144	37	crisis	crisis	NOUN
essd-556	144	38	were	be	AUX
essd-556	144	39	urged	urge	VERB
essd-556	144	40	by	by	ADP
essd-556	144	41	washington	washington	PROPN
essd-556	144	42	to	to	PART
essd-556	144	43	raise	raise	VERB
essd-556	144	44	interest	interest	NOUN
essd-556	144	45	rates	rate	NOUN
essd-556	144	46	,	,	PUNCT
essd-556	144	47	cut	cut	VERB
essd-556	144	48	public	public	ADJ
essd-556	144	49	spending	spending	NOUN
essd-556	144	50	and	and	CCONJ
essd-556	144	51	increase	increase	VERB
essd-556	144	52	taxes	taxis	NOUN
essd-556	144	53	”	"	PUNCT
essd-556	144	54	.	.	PUNCT
essd-556	145	1	as	as	ADP
essd-556	145	2	a	a	DET
essd-556	145	3	result	result	NOUN
essd-556	145	4	to	to	ADP
essd-556	145	5	the	the	DET
essd-556	145	6	increase	increase	NOUN
essd-556	145	7	in	in	ADP
essd-556	145	8	interest	interest	NOUN
essd-556	145	9	rates	rate	NOUN
essd-556	145	10	and	and	CCONJ
essd-556	145	11	taxes	taxis	NOUN
essd-556	145	12	,	,	PUNCT
essd-556	145	13	firms	firm	NOUN
essd-556	145	14	stopped	stop	VERB
essd-556	145	15	investing	invest	VERB
essd-556	145	16	and	and	CCONJ
essd-556	145	17	hiring	hire	VERB
essd-556	145	18	workers	worker	NOUN
essd-556	145	19	,	,	PUNCT
essd-556	145	20	pg	pg	INTJ
essd-556	145	21	.	.	PROPN
essd-556	146	1	68	68	NUM
essd-556	146	2	cantafio	cantafio	NOUN
essd-556	146	3	/	/	SYM
essd-556	146	4	environmental	environmental	ADJ
essd-556	146	5	science	science	NOUN
essd-556	146	6	and	and	CCONJ
essd-556	146	7	sustainable	sustainable	ADJ
essd-556	146	8	development	development	NOUN
essd-556	146	9	,	,	PUNCT
essd-556	146	10	essd	essd	NOUN
essd-556	146	11	“	"	PUNCT
essd-556	146	12	as	as	ADP
essd-556	146	13	in	in	ADP
essd-556	146	14	past	past	ADJ
essd-556	146	15	periods	period	NOUN
essd-556	146	16	of	of	ADP
essd-556	146	17	depression	depression	NOUN
essd-556	146	18	,	,	PUNCT
essd-556	146	19	the	the	DET
essd-556	146	20	decline	decline	NOUN
essd-556	146	21	in	in	ADP
essd-556	146	22	the	the	DET
essd-556	146	23	rate	rate	NOUN
essd-556	146	24	of	of	ADP
essd-556	146	25	profit	profit	NOUN
essd-556	146	26	reduced	reduce	VERB
essd-556	146	27	business	business	NOUN
essd-556	146	28	investment	investment	NOUN
essd-556	146	29	,	,	PUNCT
essd-556	146	30	which	which	PRON
essd-556	146	31	in	in	ADP
essd-556	146	32	turn	turn	NOUN
essd-556	146	33	resulted	result	VERB
essd-556	146	34	in	in	ADP
essd-556	146	35	slower	slow	ADJ
essd-556	146	36	growth	growth	NOUN
essd-556	146	37	and	and	CCONJ
essd-556	146	38	higher	high	ADJ
essd-556	146	39	rates	rate	NOUN
essd-556	146	40	of	of	ADP
essd-556	146	41	unemployment	unemployment	NOUN
essd-556	146	42	”	"	PUNCT
essd-556	146	43	(	(	PUNCT
essd-556	146	44	moseley	moseley	NOUN
essd-556	146	45	,	,	PUNCT
essd-556	146	46	2009	2009	NUM
essd-556	146	47	)	)	PUNCT
essd-556	146	48	.	.	PUNCT
essd-556	147	1	as	as	ADP
essd-556	147	2	a	a	DET
essd-556	147	3	result	result	NOUN
essd-556	147	4	of	of	ADP
essd-556	147	5	the	the	DET
essd-556	147	6	cut	cut	NOUN
essd-556	147	7	in	in	ADP
essd-556	147	8	public	public	ADJ
essd-556	147	9	spending	spending	NOUN
essd-556	147	10	,	,	PUNCT
essd-556	147	11	public	public	ADJ
essd-556	147	12	spending	spending	NOUN
essd-556	147	13	in	in	ADP
essd-556	147	14	initiatives	initiative	NOUN
essd-556	147	15	for	for	ADP
essd-556	147	16	social	social	ADJ
essd-556	147	17	well	well	NOUN
essd-556	147	18	-	-	PUNCT
essd-556	147	19	being	being	NOUN
essd-556	147	20	,	,	PUNCT
essd-556	147	21	such	such	ADJ
essd-556	147	22	as	as	ADP
essd-556	147	23	pollution	pollution	NOUN
essd-556	147	24	remediation	remediation	NOUN
essd-556	147	25	and	and	CCONJ
essd-556	147	26	sustainability	sustainability	NOUN
essd-556	147	27	measures	measure	NOUN
essd-556	147	28	decreased	decrease	VERB
essd-556	147	29	after	after	ADP
essd-556	147	30	the	the	DET
essd-556	147	31	period	period	NOUN
essd-556	147	32	of	of	ADP
essd-556	147	33	economic	economic	ADJ
essd-556	147	34	crisis	crisis	NOUN
essd-556	147	35	.	.	PUNCT
essd-556	148	1	the	the	DET
essd-556	148	2	drop	drop	NOUN
essd-556	148	3	of	of	ADP
essd-556	148	4	the	the	DET
essd-556	148	5	r	r	NOUN
essd-556	148	6	-	-	PUNCT
essd-556	148	7	squared	square	VERB
essd-556	148	8	value	value	NOUN
essd-556	148	9	,	,	PUNCT
essd-556	148	10	representing	represent	VERB
essd-556	148	11	the	the	DET
essd-556	148	12	variance	variance	NOUN
essd-556	148	13	in	in	ADP
essd-556	148	14	the	the	DET
essd-556	148	15	measure	measure	NOUN
essd-556	148	16	of	of	ADP
essd-556	148	17	total	total	ADJ
essd-556	148	18	workers	worker	NOUN
essd-556	148	19	in	in	ADP
essd-556	148	20	metro	metro	PROPN
essd-556	148	21	areas	area	NOUN
essd-556	148	22	predicted	predict	VERB
essd-556	148	23	by	by	ADP
essd-556	148	24	measures	measure	NOUN
essd-556	148	25	of	of	ADP
essd-556	148	26	innovation	innovation	NOUN
essd-556	148	27	and	and	CCONJ
essd-556	148	28	air	air	NOUN
essd-556	148	29	quality	quality	NOUN
essd-556	148	30	,	,	PUNCT
essd-556	148	31	as	as	SCONJ
essd-556	148	32	shown	show	VERB
essd-556	148	33	in	in	ADP
essd-556	148	34	the	the	DET
essd-556	148	35	previous	previous	ADJ
essd-556	148	36	figure	figure	NOUN
essd-556	148	37	,	,	PUNCT
essd-556	148	38	can	can	AUX
essd-556	148	39	be	be	AUX
essd-556	148	40	explained	explain	VERB
essd-556	148	41	by	by	ADP
essd-556	148	42	the	the	DET
essd-556	148	43	economics	economic	NOUN
essd-556	148	44	and	and	CCONJ
essd-556	148	45	social	social	ADJ
essd-556	148	46	facts	fact	NOUN
essd-556	148	47	aforementioned	aforementione	VERB
essd-556	148	48	.	.	PUNCT
essd-556	149	1	in	in	ADP
essd-556	149	2	2015	2015	NUM
essd-556	149	3	,	,	PUNCT
essd-556	149	4	the	the	DET
essd-556	149	5	unadjusted	unadjusted	ADJ
essd-556	149	6	multiple	multiple	ADJ
essd-556	149	7	r	r	NOUN
essd-556	149	8	=	=	NOUN
essd-556	149	9	0.359	0.359	NUM
essd-556	149	10	,	,	PUNCT
essd-556	149	11	but	but	CCONJ
essd-556	149	12	that	that	SCONJ
essd-556	149	13	the	the	DET
essd-556	149	14	adjusted	adjust	VERB
essd-556	149	15	multiple	multiple	ADJ
essd-556	149	16	r	r	NOUN
essd-556	149	17	is	be	AUX
essd-556	149	18	0.334	0.334	NUM
essd-556	149	19	.	.	PUNCT
essd-556	150	1	this	this	DET
essd-556	150	2	rather	rather	ADV
essd-556	150	3	small	small	ADJ
essd-556	150	4	change	change	NOUN
essd-556	150	5	is	be	AUX
essd-556	150	6	due	due	ADJ
essd-556	150	7	to	to	ADP
essd-556	150	8	the	the	DET
essd-556	150	9	fact	fact	NOUN
essd-556	150	10	that	that	SCONJ
essd-556	150	11	a	a	DET
essd-556	150	12	relatively	relatively	ADV
essd-556	150	13	large	large	ADJ
essd-556	150	14	number	number	NOUN
essd-556	150	15	of	of	ADP
essd-556	150	16	observations	observation	NOUN
essd-556	150	17	are	be	AUX
essd-556	150	18	being	be	AUX
essd-556	150	19	predicted	predict	VERB
essd-556	150	20	with	with	ADP
essd-556	150	21	a	a	DET
essd-556	150	22	relatively	relatively	ADV
essd-556	150	23	small	small	ADJ
essd-556	150	24	number	number	NOUN
essd-556	150	25	of	of	ADP
essd-556	150	26	variables	variable	NOUN
essd-556	150	27	.	.	PUNCT
essd-556	151	1	3.2	3.2	NUM
essd-556	151	2	.	.	PUNCT
essd-556	151	3	linkages	linkage	NOUN
essd-556	151	4	between	between	ADP
essd-556	151	5	the	the	DET
essd-556	151	6	dependant	dependant	ADJ
essd-556	151	7	variable	variable	NOUN
essd-556	151	8	and	and	CCONJ
essd-556	151	9	one	one	NUM
essd-556	151	10	independent	independent	ADJ
essd-556	151	11	variable	variable	NOUN
essd-556	151	12	after	after	ADP
essd-556	151	13	having	having	AUX
essd-556	151	14	analyzed	analyze	VERB
essd-556	151	15	the	the	DET
essd-556	151	16	multivariate	multivariate	NOUN
essd-556	151	17	function	function	NOUN
essd-556	151	18	,	,	PUNCT
essd-556	151	19	it	it	PRON
essd-556	151	20	is	be	AUX
essd-556	151	21	interesting	interesting	ADJ
essd-556	151	22	to	to	PART
essd-556	151	23	separately	separately	ADV
essd-556	151	24	explore	explore	VERB
essd-556	151	25	the	the	DET
essd-556	151	26	linkages	linkage	NOUN
essd-556	151	27	between	between	ADP
essd-556	151	28	the	the	DET
essd-556	151	29	dependent	dependent	ADJ
essd-556	151	30	variable	variable	NOUN
essd-556	151	31	and	and	CCONJ
essd-556	151	32	one	one	NUM
essd-556	151	33	of	of	ADP
essd-556	151	34	the	the	DET
essd-556	151	35	two	two	NUM
essd-556	151	36	independent	independent	ADJ
essd-556	151	37	variables	variable	NOUN
essd-556	151	38	.	.	PUNCT
essd-556	152	1	the	the	DET
essd-556	152	2	relation	relation	NOUN
essd-556	152	3	between	between	ADP
essd-556	152	4	the	the	DET
essd-556	152	5	number	number	NOUN
essd-556	152	6	of	of	ADP
essd-556	152	7	workers	worker	NOUN
essd-556	152	8	and	and	CCONJ
essd-556	152	9	the	the	DET
essd-556	152	10	number	number	NOUN
essd-556	152	11	of	of	ADP
essd-556	152	12	patents	patent	NOUN
essd-556	152	13	has	have	AUX
essd-556	152	14	been	be	AUX
essd-556	152	15	analyzed	analyze	VERB
essd-556	152	16	,	,	PUNCT
essd-556	152	17	as	as	ADV
essd-556	152	18	well	well	ADV
essd-556	152	19	as	as	ADP
essd-556	152	20	the	the	DET
essd-556	152	21	relation	relation	NOUN
essd-556	152	22	between	between	ADP
essd-556	152	23	the	the	DET
essd-556	152	24	number	number	NOUN
essd-556	152	25	of	of	ADP
essd-556	152	26	workers	worker	NOUN
essd-556	152	27	and	and	CCONJ
essd-556	152	28	the	the	DET
essd-556	152	29	air	air	NOUN
essd-556	152	30	quality	quality	NOUN
essd-556	152	31	.	.	PUNCT
essd-556	153	1	the	the	DET
essd-556	153	2	results	result	NOUN
essd-556	153	3	of	of	ADP
essd-556	153	4	these	these	DET
essd-556	153	5	analyses	analysis	NOUN
essd-556	153	6	are	be	AUX
essd-556	153	7	interesting	interesting	ADJ
essd-556	153	8	for	for	ADP
essd-556	153	9	determining	determine	VERB
essd-556	153	10	the	the	DET
essd-556	153	11	changes	change	NOUN
essd-556	153	12	over	over	ADP
essd-556	153	13	the	the	DET
essd-556	153	14	year	year	NOUN
essd-556	153	15	of	of	ADP
essd-556	153	16	the	the	DET
essd-556	153	17	correlation	correlation	NOUN
essd-556	153	18	between	between	ADP
essd-556	153	19	innovation	innovation	NOUN
essd-556	153	20	and	and	CCONJ
essd-556	153	21	local	local	ADJ
essd-556	153	22	economic	economic	ADJ
essd-556	153	23	development	development	NOUN
essd-556	153	24	,	,	PUNCT
essd-556	153	25	and	and	CCONJ
essd-556	153	26	the	the	DET
essd-556	153	27	correlation	correlation	NOUN
essd-556	153	28	between	between	ADP
essd-556	153	29	environmental	environmental	ADJ
essd-556	153	30	sustainability	sustainability	NOUN
essd-556	153	31	and	and	CCONJ
essd-556	153	32	economic	economic	ADJ
essd-556	153	33	development	development	NOUN
essd-556	153	34	.	.	PUNCT
essd-556	154	1	the	the	DET
essd-556	154	2	series	series	NOUN
essd-556	154	3	of	of	ADP
essd-556	154	4	data	datum	NOUN
essd-556	154	5	going	go	VERB
essd-556	154	6	from	from	ADP
essd-556	154	7	2000	2000	NUM
essd-556	154	8	to	to	ADP
essd-556	154	9	2015	2015	NUM
essd-556	154	10	shows	show	VERB
essd-556	154	11	a	a	DET
essd-556	154	12	negative	negative	ADJ
essd-556	154	13	trend	trend	NOUN
essd-556	154	14	of	of	ADP
essd-556	154	15	the	the	DET
essd-556	154	16	r	r	NOUN
essd-556	154	17	-	-	PUNCT
essd-556	154	18	squared	square	VERB
essd-556	154	19	coefficient	coefficient	NOUN
essd-556	154	20	,	,	PUNCT
essd-556	154	21	namely	namely	ADV
essd-556	154	22	a	a	DET
essd-556	154	23	diminishing	diminishing	NOUN
essd-556	154	24	linkage	linkage	NOUN
essd-556	154	25	among	among	ADP
essd-556	154	26	the	the	DET
essd-556	154	27	dependent	dependent	ADJ
essd-556	154	28	variable	variable	NOUN
essd-556	154	29	(	(	PUNCT
essd-556	154	30	number	number	NOUN
essd-556	154	31	of	of	ADP
essd-556	154	32	workers	worker	NOUN
essd-556	154	33	in	in	ADP
essd-556	154	34	the	the	DET
essd-556	154	35	metro	metro	PROPN
essd-556	154	36	areas	area	NOUN
essd-556	154	37	)	)	PUNCT
essd-556	154	38	and	and	CCONJ
essd-556	154	39	the	the	DET
essd-556	154	40	independent	independent	ADJ
essd-556	154	41	variable	variable	NOUN
essd-556	154	42	(	(	PUNCT
essd-556	154	43	number	number	NOUN
essd-556	154	44	of	of	ADP
essd-556	154	45	patents	patent	NOUN
essd-556	154	46	registered	register	VERB
essd-556	154	47	in	in	ADP
essd-556	154	48	the	the	DET
essd-556	154	49	metro	metro	PROPN
essd-556	154	50	areas	area	NOUN
essd-556	154	51	)	)	PUNCT
essd-556	154	52	.	.	PUNCT
essd-556	155	1	the	the	DET
essd-556	155	2	r	r	NOUN
essd-556	155	3	-	-	PUNCT
essd-556	155	4	squared	square	VERB
essd-556	155	5	value	value	NOUN
essd-556	155	6	decreased	decrease	VERB
essd-556	155	7	from	from	ADP
essd-556	155	8	a	a	DET
essd-556	155	9	maximum	maximum	ADJ
essd-556	155	10	value	value	NOUN
essd-556	155	11	of	of	ADP
essd-556	155	12	0.542	0.542	NUM
essd-556	155	13	in	in	ADP
essd-556	155	14	2000	2000	NUM
essd-556	155	15	to	to	ADP
essd-556	155	16	a	a	DET
essd-556	155	17	minimum	minimum	NOUN
essd-556	155	18	of	of	ADP
essd-556	155	19	0.254	0.254	NUM
essd-556	155	20	in	in	ADP
essd-556	155	21	2015	2015	NUM
essd-556	155	22	.	.	PUNCT
essd-556	156	1	the	the	DET
essd-556	156	2	negative	negative	ADJ
essd-556	156	3	trend	trend	NOUN
essd-556	156	4	of	of	ADP
essd-556	156	5	the	the	DET
essd-556	156	6	coefficient	coefficient	NOUN
essd-556	156	7	of	of	ADP
essd-556	156	8	determination	determination	NOUN
essd-556	156	9	could	could	AUX
essd-556	156	10	mean	mean	VERB
essd-556	156	11	that	that	SCONJ
essd-556	156	12	the	the	DET
essd-556	156	13	model	model	NOUN
essd-556	156	14	was	be	AUX
essd-556	156	15	more	more	ADV
essd-556	156	16	robust	robust	ADJ
essd-556	156	17	in	in	ADP
essd-556	156	18	the	the	DET
essd-556	156	19	first	first	ADJ
essd-556	156	20	years	year	NOUN
essd-556	156	21	taken	take	VERB
essd-556	156	22	into	into	ADP
essd-556	156	23	account	account	NOUN
essd-556	156	24	for	for	ADP
essd-556	156	25	the	the	DET
essd-556	156	26	model	model	NOUN
essd-556	156	27	,	,	PUNCT
essd-556	156	28	while	while	SCONJ
essd-556	156	29	in	in	ADP
essd-556	156	30	the	the	DET
essd-556	156	31	meantime	meantime	NOUN
essd-556	156	32	,	,	PUNCT
essd-556	156	33	some	some	DET
essd-556	156	34	other	other	ADJ
essd-556	156	35	variables	variable	NOUN
essd-556	156	36	could	could	AUX
essd-556	156	37	have	have	AUX
essd-556	156	38	affected	affect	VERB
essd-556	156	39	the	the	DET
essd-556	156	40	dependent	dependent	ADJ
essd-556	156	41	variables	variable	NOUN
essd-556	156	42	(	(	PUNCT
essd-556	156	43	number	number	NOUN
essd-556	156	44	of	of	ADP
essd-556	156	45	workers	worker	NOUN
essd-556	156	46	)	)	PUNCT
essd-556	156	47	.	.	PUNCT
essd-556	157	1	among	among	ADP
essd-556	157	2	these	these	DET
essd-556	157	3	variables	variable	NOUN
essd-556	157	4	there	there	PRON
essd-556	157	5	could	could	AUX
essd-556	157	6	be	be	AUX
essd-556	157	7	the	the	DET
essd-556	157	8	9/11	9/11	NUM
essd-556	157	9	factor	factor	NOUN
essd-556	157	10	,	,	PUNCT
essd-556	157	11	happened	happen	VERB
essd-556	157	12	in	in	ADP
essd-556	157	13	2001	2001	NUM
essd-556	157	14	,	,	PUNCT
essd-556	157	15	and	and	CCONJ
essd-556	157	16	the	the	DET
essd-556	157	17	financial	financial	ADJ
essd-556	157	18	crisis	crisis	NOUN
essd-556	157	19	of	of	ADP
essd-556	157	20	2007	2007	NUM
essd-556	157	21	-	-	SYM
essd-556	157	22	2008	2008	NUM
essd-556	157	23	.	.	PUNCT
essd-556	158	1	these	these	DET
essd-556	158	2	events	event	NOUN
essd-556	158	3	have	have	AUX
essd-556	158	4	shaken	shake	VERB
essd-556	158	5	the	the	DET
essd-556	158	6	market	market	NOUN
essd-556	158	7	and	and	CCONJ
essd-556	158	8	could	could	AUX
essd-556	158	9	have	have	AUX
essd-556	158	10	affected	affect	VERB
essd-556	158	11	the	the	DET
essd-556	158	12	relationship	relationship	NOUN
essd-556	158	13	hypothesized	hypothesize	VERB
essd-556	158	14	in	in	ADP
essd-556	158	15	the	the	DET
essd-556	158	16	model	model	NOUN
essd-556	158	17	,	,	PUNCT
essd-556	158	18	among	among	ADP
essd-556	158	19	innovation	innovation	NOUN
essd-556	158	20	and	and	CCONJ
essd-556	158	21	economic	economic	ADJ
essd-556	158	22	development	development	NOUN
essd-556	158	23	in	in	ADP
essd-556	158	24	the	the	DET
essd-556	158	25	american	american	PROPN
essd-556	158	26	metro	metro	PROPN
essd-556	158	27	areas	areas	PROPN
essd-556	158	28	.	.	PUNCT
essd-556	159	1	figure	figure	VERB
essd-556	159	2	2	2	NUM
essd-556	159	3	.	.	PUNCT
essd-556	159	4	coefficient	coefficient	NOUN
essd-556	159	5	of	of	ADP
essd-556	159	6	determination	determination	NOUN
essd-556	159	7	(	(	PUNCT
essd-556	159	8	r	r	NOUN
essd-556	159	9	-	-	PUNCT
essd-556	159	10	squared	square	VERB
essd-556	159	11	)	)	PUNCT
essd-556	159	12	patents	patent	NOUN
essd-556	159	13	-	-	PUNCT
essd-556	159	14	workers	worker	NOUN
essd-556	159	15	for	for	ADP
essd-556	159	16	us	us	PROPN
essd-556	159	17	metro	metro	PROPN
essd-556	159	18	areas	area	NOUN
essd-556	159	19	from	from	ADP
essd-556	159	20	2000	2000	NUM
essd-556	159	21	-	-	SYM
essd-556	159	22	2015	2015	NUM
essd-556	159	23	higher	high	ADJ
essd-556	159	24	results	result	NOUN
essd-556	159	25	for	for	ADP
essd-556	159	26	the	the	DET
essd-556	159	27	r	r	NOUN
essd-556	159	28	-	-	PUNCT
essd-556	159	29	squared	square	VERB
essd-556	159	30	value	value	NOUN
essd-556	159	31	are	be	AUX
essd-556	159	32	provided	provide	VERB
essd-556	159	33	if	if	SCONJ
essd-556	159	34	two	two	NUM
essd-556	159	35	outliers	outlier	NOUN
essd-556	159	36	are	be	AUX
essd-556	159	37	excluded	exclude	VERB
essd-556	159	38	:	:	PUNCT
essd-556	159	39	the	the	DET
essd-556	159	40	metropolitan	metropolitan	ADJ
essd-556	159	41	area	area	NOUN
essd-556	159	42	of	of	ADP
essd-556	159	43	san	san	PROPN
essd-556	159	44	jose	jose	PROPN
essd-556	159	45	,	,	PUNCT
essd-556	159	46	because	because	SCONJ
essd-556	159	47	of	of	ADP
essd-556	159	48	the	the	DET
essd-556	159	49	presence	presence	NOUN
essd-556	159	50	of	of	ADP
essd-556	159	51	silicon	silicon	PROPN
essd-556	159	52	valley	valley	PROPN
essd-556	159	53	,	,	PUNCT
essd-556	159	54	which	which	PRON
essd-556	159	55	represents	represent	VERB
essd-556	159	56	a	a	DET
essd-556	159	57	unique	unique	ADJ
essd-556	159	58	case	case	NOUN
essd-556	159	59	in	in	ADP
essd-556	159	60	all	all	DET
essd-556	159	61	the	the	DET
essd-556	159	62	world	world	NOUN
essd-556	159	63	,	,	PUNCT
essd-556	159	64	given	give	VERB
essd-556	159	65	the	the	DET
essd-556	159	66	world	world	NOUN
essd-556	159	67	-	-	PUNCT
essd-556	159	68	class	class	NOUN
essd-556	159	69	high	high	ADJ
essd-556	159	70	-	-	PUNCT
essd-556	159	71	tech	tech	NOUN
essd-556	159	72	companies	company	NOUN
essd-556	159	73	located	locate	VERB
essd-556	159	74	in	in	ADP
essd-556	159	75	its	its	PRON
essd-556	159	76	metro	metro	PROPN
essd-556	159	77	area	area	NOUN
essd-556	159	78	,	,	PUNCT
essd-556	159	79	and	and	CCONJ
essd-556	159	80	the	the	DET
essd-556	159	81	metropolitan	metropolitan	ADJ
essd-556	159	82	area	area	NOUN
essd-556	159	83	of	of	ADP
essd-556	159	84	detroit	detroit	PROPN
essd-556	159	85	,	,	PUNCT
essd-556	159	86	exposed	expose	VERB
essd-556	159	87	to	to	ADP
essd-556	159	88	an	an	DET
essd-556	159	89	economic	economic	ADJ
essd-556	159	90	crisis	crisis	NOUN
essd-556	159	91	pg	pg	NOUN
essd-556	159	92	.	.	PROPN
essd-556	160	1	69	69	NUM
essd-556	160	2	cantafio	cantafio	NOUN
essd-556	160	3	/	/	SYM
essd-556	160	4	environmental	environmental	ADJ
essd-556	160	5	science	science	NOUN
essd-556	160	6	and	and	CCONJ
essd-556	160	7	sustainable	sustainable	ADJ
essd-556	160	8	development	development	NOUN
essd-556	160	9	,	,	PUNCT
essd-556	160	10	essd	essd	NOUN
essd-556	160	11	in	in	ADP
essd-556	160	12	the	the	DET
essd-556	160	13	automotive	automotive	ADJ
essd-556	160	14	industry	industry	NOUN
essd-556	160	15	,	,	PUNCT
essd-556	160	16	the	the	DET
essd-556	160	17	main	main	ADJ
essd-556	160	18	source	source	NOUN
essd-556	160	19	of	of	ADP
essd-556	160	20	jobs	job	NOUN
essd-556	160	21	for	for	ADP
essd-556	160	22	the	the	DET
essd-556	160	23	workers	worker	NOUN
essd-556	160	24	of	of	ADP
essd-556	160	25	the	the	DET
essd-556	160	26	area	area	NOUN
essd-556	160	27	.	.	PUNCT
essd-556	161	1	figure	figure	VERB
essd-556	161	2	3	3	NUM
essd-556	161	3	.	.	PUNCT
essd-556	162	1	coefficient	coefficient	NOUN
essd-556	162	2	of	of	ADP
essd-556	162	3	determination	determination	NOUN
essd-556	162	4	trend	trend	NOUN
essd-556	162	5	from	from	ADP
essd-556	162	6	2000	2000	NUM
essd-556	162	7	to	to	ADP
essd-556	162	8	2015	2015	NUM
essd-556	162	9	between	between	ADP
essd-556	162	10	patents	patent	NOUN
essd-556	162	11	and	and	CCONJ
essd-556	162	12	workers	worker	NOUN
essd-556	162	13	for	for	ADP
essd-556	162	14	us	us	PROPN
essd-556	162	15	metro	metro	PROPN
essd-556	162	16	areas	area	NOUN
essd-556	162	17	with	with	ADP
essd-556	162	18	and	and	CCONJ
essd-556	162	19	without	without	ADP
essd-556	162	20	outliers	outlier	NOUN
essd-556	162	21	.	.	PUNCT
essd-556	163	1	analyzing	analyze	VERB
essd-556	163	2	the	the	DET
essd-556	163	3	relation	relation	NOUN
essd-556	163	4	between	between	ADP
essd-556	163	5	the	the	DET
essd-556	163	6	number	number	NOUN
essd-556	163	7	of	of	ADP
essd-556	163	8	workers	worker	NOUN
essd-556	163	9	and	and	CCONJ
essd-556	163	10	the	the	DET
essd-556	163	11	air	air	NOUN
essd-556	163	12	quality	quality	NOUN
essd-556	163	13	,	,	PUNCT
essd-556	163	14	it	it	PRON
essd-556	163	15	has	have	AUX
essd-556	163	16	been	be	AUX
essd-556	163	17	discovered	discover	VERB
essd-556	163	18	that	that	SCONJ
essd-556	163	19	there	there	PRON
essd-556	163	20	is	be	VERB
essd-556	163	21	a	a	DET
essd-556	163	22	weak	weak	ADJ
essd-556	163	23	correlation	correlation	NOUN
essd-556	163	24	among	among	ADP
essd-556	163	25	these	these	DET
essd-556	163	26	indicators	indicator	NOUN
essd-556	163	27	.	.	PUNCT
essd-556	164	1	the	the	DET
essd-556	164	2	r	r	NOUN
essd-556	164	3	-	-	PUNCT
essd-556	164	4	squared	square	VERB
essd-556	164	5	of	of	ADP
essd-556	164	6	the	the	DET
essd-556	164	7	regression	regression	NOUN
essd-556	164	8	among	among	ADP
essd-556	164	9	these	these	DET
essd-556	164	10	indicators	indicator	NOUN
essd-556	164	11	is	be	AUX
essd-556	164	12	about	about	ADV
essd-556	164	13	0.09	0.09	NUM
essd-556	164	14	for	for	ADP
essd-556	164	15	the	the	DET
essd-556	164	16	year	year	NOUN
essd-556	164	17	2000	2000	NUM
essd-556	164	18	,	,	PUNCT
essd-556	164	19	while	while	SCONJ
essd-556	164	20	for	for	ADP
essd-556	164	21	2015	2015	NUM
essd-556	164	22	,	,	PUNCT
essd-556	164	23	the	the	DET
essd-556	164	24	r	r	NOUN
essd-556	164	25	-	-	PUNCT
essd-556	164	26	square	square	NOUN
essd-556	164	27	is	be	AUX
essd-556	164	28	around	around	ADV
essd-556	164	29	0.15	0.15	NUM
essd-556	164	30	,	,	PUNCT
essd-556	164	31	indicating	indicate	VERB
essd-556	164	32	a	a	DET
essd-556	164	33	rather	rather	ADV
essd-556	164	34	low	low	ADJ
essd-556	164	35	correlation	correlation	NOUN
essd-556	164	36	.	.	PUNCT
essd-556	165	1	figure	figure	NOUN
essd-556	165	2	4	4	NUM
essd-556	165	3	.	.	PUNCT
essd-556	166	1	r	r	X
essd-556	166	2	-	-	PUNCT
essd-556	166	3	squared	square	VERB
essd-556	166	4	between	between	ADP
essd-556	166	5	aqi	aqi	PROPN
essd-556	166	6	-	-	PUNCT
essd-556	166	7	workers	worker	NOUN
essd-556	166	8	for	for	ADP
essd-556	166	9	the	the	DET
essd-556	166	10	us	us	PROPN
essd-556	166	11	metro	metro	PROPN
essd-556	166	12	areas	area	NOUN
essd-556	166	13	in	in	ADP
essd-556	166	14	the	the	DET
essd-556	166	15	period	period	NOUN
essd-556	166	16	2000	2000	NUM
essd-556	166	17	-	-	SYM
essd-556	166	18	2015	2015	NUM
essd-556	166	19	moreover	moreover	ADV
essd-556	166	20	,	,	PUNCT
essd-556	166	21	a	a	DET
essd-556	166	22	positive	positive	ADJ
essd-556	166	23	correlation	correlation	NOUN
essd-556	166	24	between	between	ADP
essd-556	166	25	air	air	NOUN
essd-556	166	26	pollution	pollution	NOUN
essd-556	166	27	and	and	CCONJ
essd-556	166	28	the	the	DET
essd-556	166	29	number	number	NOUN
essd-556	166	30	of	of	ADP
essd-556	166	31	workers	worker	NOUN
essd-556	166	32	,	,	PUNCT
essd-556	166	33	in	in	ADP
essd-556	166	34	this	this	DET
essd-556	166	35	case	case	NOUN
essd-556	166	36	,	,	PUNCT
essd-556	166	37	represents	represent	VERB
essd-556	166	38	that	that	SCONJ
essd-556	166	39	the	the	DET
essd-556	166	40	more	more	ADV
essd-556	166	41	polluted	polluted	ADJ
essd-556	166	42	is	be	AUX
essd-556	166	43	the	the	DET
essd-556	166	44	metro	metro	PROPN
essd-556	166	45	area	area	NOUN
essd-556	166	46	,	,	PUNCT
essd-556	166	47	the	the	DET
essd-556	166	48	more	more	ADJ
essd-556	166	49	workers	worker	NOUN
essd-556	166	50	are	be	AUX
essd-556	166	51	present	present	ADJ
essd-556	166	52	in	in	ADP
essd-556	166	53	the	the	DET
essd-556	166	54	metro	metro	PROPN
essd-556	166	55	area	area	NOUN
essd-556	166	56	,	,	PUNCT
essd-556	166	57	therefore	therefore	ADV
essd-556	166	58	the	the	DET
essd-556	166	59	hypothesis	hypothesis	NOUN
essd-556	166	60	advocated	advocate	VERB
essd-556	166	61	at	at	ADP
essd-556	166	62	the	the	DET
essd-556	166	63	beginning	beginning	NOUN
essd-556	166	64	of	of	ADP
essd-556	166	65	the	the	DET
essd-556	166	66	study	study	NOUN
essd-556	166	67	of	of	ADP
essd-556	166	68	a	a	DET
essd-556	166	69	relationship	relationship	NOUN
essd-556	166	70	between	between	ADP
essd-556	166	71	environmental	environmental	ADJ
essd-556	166	72	sustainability	sustainability	NOUN
essd-556	166	73	and	and	CCONJ
essd-556	166	74	economic	economic	ADJ
essd-556	166	75	development	development	NOUN
essd-556	166	76	can	can	AUX
essd-556	166	77	not	not	PART
essd-556	166	78	be	be	AUX
essd-556	166	79	depicted	depict	VERB
essd-556	166	80	by	by	ADP
essd-556	166	81	the	the	DET
essd-556	166	82	indicator	indicator	NOUN
essd-556	166	83	of	of	ADP
essd-556	166	84	air	air	NOUN
essd-556	166	85	quality	quality	PROPN
essd-556	166	86	index	index	NOUN
essd-556	166	87	.	.	PUNCT
essd-556	167	1	pg	pg	PROPN
essd-556	167	2	.	.	PUNCT
essd-556	168	1	70	70	NUM
essd-556	168	2	cantafio	cantafio	NOUN
essd-556	168	3	/	/	SYM
essd-556	168	4	environmental	environmental	ADJ
essd-556	168	5	science	science	NOUN
essd-556	168	6	and	and	CCONJ
essd-556	168	7	sustainable	sustainable	ADJ
essd-556	168	8	development	development	NOUN
essd-556	168	9	,	,	PUNCT
essd-556	168	10	essd	essd	NOUN
essd-556	168	11	3.3	3.3	NUM
essd-556	168	12	.	.	PUNCT
essd-556	169	1	alternative	alternative	ADJ
essd-556	169	2	fit	fit	ADJ
essd-556	169	3	to	to	ADP
essd-556	169	4	the	the	DET
essd-556	169	5	data	datum	NOUN
essd-556	169	6	the	the	DET
essd-556	169	7	usual	usual	ADJ
essd-556	169	8	correlation	correlation	NOUN
essd-556	169	9	between	between	ADP
essd-556	169	10	two	two	NUM
essd-556	169	11	variables	variable	NOUN
essd-556	169	12	is	be	AUX
essd-556	169	13	represented	represent	VERB
essd-556	169	14	by	by	ADP
essd-556	169	15	a	a	DET
essd-556	169	16	straight	straight	ADJ
essd-556	169	17	line	line	NOUN
essd-556	169	18	.	.	PUNCT
essd-556	170	1	namely	namely	ADV
essd-556	170	2	,	,	PUNCT
essd-556	170	3	if	if	SCONJ
essd-556	170	4	we	we	PRON
essd-556	170	5	increase	increase	VERB
essd-556	170	6	the	the	DET
essd-556	170	7	predictor	predictor	NOUN
essd-556	170	8	by	by	ADP
essd-556	170	9	1	1	NUM
essd-556	170	10	unit	unit	NOUN
essd-556	170	11	,	,	PUNCT
essd-556	170	12	the	the	DET
essd-556	170	13	response	response	NOUN
essd-556	170	14	always	always	ADV
essd-556	170	15	rises	rise	VERB
essd-556	170	16	by	by	ADP
essd-556	170	17	x	x	NOUN
essd-556	170	18	units	unit	NOUN
essd-556	170	19	.	.	PUNCT
essd-556	171	1	however	however	ADV
essd-556	171	2	,	,	PUNCT
essd-556	171	3	not	not	PART
essd-556	171	4	all	all	DET
essd-556	171	5	data	datum	NOUN
essd-556	171	6	have	have	VERB
essd-556	171	7	a	a	DET
essd-556	171	8	linear	linear	ADJ
essd-556	171	9	relationship	relationship	NOUN
essd-556	171	10	,	,	PUNCT
essd-556	171	11	and	and	CCONJ
essd-556	171	12	the	the	DET
essd-556	171	13	model	model	NOUN
essd-556	171	14	must	must	AUX
essd-556	171	15	be	be	AUX
essd-556	171	16	fitting	fitting	ADJ
essd-556	171	17	to	to	ADP
essd-556	171	18	the	the	DET
essd-556	171	19	curves	curve	NOUN
essd-556	171	20	present	present	ADJ
essd-556	171	21	in	in	ADP
essd-556	171	22	the	the	DET
essd-556	171	23	data	datum	NOUN
essd-556	171	24	.	.	PUNCT
essd-556	172	1	among	among	ADP
essd-556	172	2	all	all	DET
essd-556	172	3	the	the	DET
essd-556	172	4	non	non	ADJ
essd-556	172	5	-	-	ADJ
essd-556	172	6	linear	linear	ADJ
essd-556	172	7	curves	curve	NOUN
essd-556	172	8	,	,	PUNCT
essd-556	172	9	the	the	DET
essd-556	172	10	one	one	NOUN
essd-556	172	11	that	that	PRON
essd-556	172	12	fits	fit	VERB
essd-556	172	13	the	the	DET
essd-556	172	14	data	datum	NOUN
essd-556	172	15	collected	collect	VERB
essd-556	172	16	best	well	ADV
essd-556	172	17	is	be	AUX
essd-556	172	18	the	the	DET
essd-556	172	19	power	power	NOUN
essd-556	172	20	function	function	NOUN
essd-556	172	21	.	.	PUNCT
essd-556	173	1	for	for	ADP
essd-556	173	2	instance	instance	NOUN
essd-556	173	3	,	,	PUNCT
essd-556	173	4	the	the	DET
essd-556	173	5	following	follow	VERB
essd-556	173	6	charts	chart	NOUN
essd-556	173	7	display	display	VERB
essd-556	173	8	the	the	DET
essd-556	173	9	number	number	NOUN
essd-556	173	10	of	of	ADP
essd-556	173	11	patents	patent	NOUN
essd-556	173	12	produced	produce	VERB
essd-556	173	13	and	and	CCONJ
essd-556	173	14	the	the	DET
essd-556	173	15	number	number	NOUN
essd-556	173	16	of	of	ADP
essd-556	173	17	workers	worker	NOUN
essd-556	173	18	per	per	ADP
essd-556	173	19	us	us	PROPN
essd-556	173	20	metro	metro	PROPN
essd-556	173	21	areas	area	NOUN
essd-556	173	22	in	in	ADP
essd-556	173	23	2005	2005	NUM
essd-556	173	24	.	.	PUNCT
essd-556	174	1	it	it	PRON
essd-556	174	2	can	can	AUX
essd-556	174	3	be	be	AUX
essd-556	174	4	seen	see	VERB
essd-556	174	5	that	that	SCONJ
essd-556	174	6	a	a	DET
essd-556	174	7	power	power	NOUN
essd-556	174	8	regression	regression	NOUN
essd-556	174	9	is	be	AUX
essd-556	174	10	a	a	DET
essd-556	174	11	better	well	ADJ
essd-556	174	12	fit	fit	ADJ
essd-556	174	13	than	than	ADP
essd-556	174	14	the	the	DET
essd-556	174	15	linear	linear	ADJ
essd-556	174	16	regression	regression	NOUN
essd-556	174	17	for	for	ADP
essd-556	174	18	the	the	DET
essd-556	174	19	distribution	distribution	NOUN
essd-556	174	20	,	,	PUNCT
essd-556	174	21	with	with	ADP
essd-556	174	22	an	an	DET
essd-556	174	23	r	r	NOUN
essd-556	174	24	-	-	PUNCT
essd-556	174	25	squared	square	VERB
essd-556	174	26	value	value	NOUN
essd-556	174	27	of	of	ADP
essd-556	174	28	0.517	0.517	NUM
essd-556	174	29	instead	instead	ADV
essd-556	174	30	of	of	ADP
essd-556	174	31	0.344	0.344	NUM
essd-556	174	32	.	.	PUNCT
essd-556	175	1	figure	figure	NOUN
essd-556	175	2	5	5	NUM
essd-556	175	3	.	.	PUNCT
essd-556	176	1	linear	linear	ADJ
essd-556	176	2	and	and	CCONJ
essd-556	176	3	power	power	NOUN
essd-556	176	4	regression	regression	NOUN
essd-556	176	5	patents	patent	NOUN
essd-556	176	6	workers	worker	NOUN
essd-556	176	7	2005	2005	NUM
essd-556	176	8	figure	figure	NOUN
essd-556	176	9	6	6	NUM
essd-556	176	10	.	.	PUNCT
essd-556	177	1	linear	linear	ADJ
essd-556	177	2	and	and	CCONJ
essd-556	177	3	polynomial	polynomial	ADJ
essd-556	177	4	regression	regression	NOUN
essd-556	177	5	without	without	ADP
essd-556	177	6	two	two	NUM
essd-556	177	7	outliers	outlier	NOUN
essd-556	177	8	.	.	PUNCT
essd-556	178	1	pg	pg	INTJ
essd-556	178	2	.	.	PUNCT
essd-556	179	1	71	71	NUM
essd-556	179	2	cantafio	cantafio	NOUN
essd-556	179	3	/	/	SYM
essd-556	179	4	environmental	environmental	ADJ
essd-556	179	5	science	science	NOUN
essd-556	179	6	and	and	CCONJ
essd-556	179	7	sustainable	sustainable	ADJ
essd-556	179	8	development	development	NOUN
essd-556	179	9	,	,	PUNCT
essd-556	179	10	essd	essd	NOUN
essd-556	179	11	if	if	SCONJ
essd-556	179	12	we	we	PRON
essd-556	179	13	keep	keep	VERB
essd-556	179	14	on	on	ADP
essd-556	179	15	exploring	explore	VERB
essd-556	179	16	at	at	ADP
essd-556	179	17	this	this	DET
essd-556	179	18	relationship	relationship	NOUN
essd-556	179	19	,	,	PUNCT
essd-556	179	20	eliminating	eliminate	VERB
essd-556	179	21	two	two	NUM
essd-556	179	22	outliers	outlier	NOUN
essd-556	179	23	from	from	ADP
essd-556	179	24	the	the	DET
essd-556	179	25	data	datum	NOUN
essd-556	179	26	set	set	VERB
essd-556	179	27	,	,	PUNCT
essd-556	179	28	that	that	PRON
essd-556	179	29	are	be	AUX
essd-556	179	30	the	the	DET
essd-556	179	31	cities	city	NOUN
essd-556	179	32	of	of	ADP
essd-556	179	33	detroit	detroit	PROPN
essd-556	179	34	and	and	CCONJ
essd-556	179	35	san	san	PROPN
essd-556	179	36	jose	jose	PROPN
essd-556	179	37	,	,	PUNCT
essd-556	179	38	we	we	PRON
essd-556	179	39	can	can	AUX
essd-556	179	40	see	see	VERB
essd-556	179	41	from	from	ADP
essd-556	179	42	figure	figure	NOUN
essd-556	179	43	6	6	NUM
essd-556	179	44	that	that	SCONJ
essd-556	179	45	the	the	DET
essd-556	179	46	correlation	correlation	NOUN
essd-556	179	47	is	be	AUX
essd-556	179	48	even	even	ADV
essd-556	179	49	stronger	strong	ADJ
essd-556	179	50	(	(	PUNCT
essd-556	179	51	r2	r2	NOUN
essd-556	179	52	from	from	ADP
essd-556	179	53	0.344	0.344	NUM
essd-556	179	54	to	to	ADP
essd-556	179	55	0.637	0.637	NUM
essd-556	179	56	)	)	PUNCT
essd-556	179	57	.	.	PUNCT
essd-556	180	1	a	a	DET
essd-556	180	2	better	well	ADJ
essd-556	180	3	indicator	indicator	NOUN
essd-556	180	4	for	for	ADP
essd-556	180	5	depicting	depict	VERB
essd-556	180	6	the	the	DET
essd-556	180	7	quality	quality	NOUN
essd-556	180	8	of	of	ADP
essd-556	180	9	environmental	environmental	ADJ
essd-556	180	10	sustainability	sustainability	NOUN
essd-556	180	11	within	within	ADP
essd-556	180	12	urban	urban	ADJ
essd-556	180	13	areas	area	NOUN
essd-556	180	14	is	be	AUX
essd-556	180	15	provided	provide	VERB
essd-556	180	16	by	by	ADP
essd-556	180	17	wallet	wallet	NOUN
essd-556	180	18	hub	hub	NOUN
essd-556	180	19	,	,	PUNCT
essd-556	180	20	which	which	PRON
essd-556	180	21	calculated	calculate	VERB
essd-556	180	22	the	the	DET
essd-556	180	23	“	"	PUNCT
essd-556	180	24	greenest	green	ADJ
essd-556	180	25	cities	city	NOUN
essd-556	180	26	in	in	ADP
essd-556	180	27	america	america	PROPN
essd-556	180	28	”	"	PUNCT
essd-556	180	29	(	(	PUNCT
essd-556	180	30	bernardo	bernardo	NOUN
essd-556	180	31	,	,	PUNCT
essd-556	180	32	2016	2016	NUM
essd-556	180	33	)	)	PUNCT
essd-556	180	34	.	.	PUNCT
essd-556	181	1	another	another	DET
essd-556	181	2	useful	useful	ADJ
essd-556	181	3	indicator	indicator	NOUN
essd-556	181	4	for	for	ADP
essd-556	181	5	this	this	DET
essd-556	181	6	purpose	purpose	NOUN
essd-556	181	7	could	could	AUX
essd-556	181	8	be	be	AUX
essd-556	181	9	the	the	DET
essd-556	181	10	one	one	NOUN
essd-556	181	11	provided	provide	VERB
essd-556	181	12	by	by	ADP
essd-556	181	13	siemens	siemen	NOUN
essd-556	181	14	and	and	CCONJ
essd-556	181	15	the	the	DET
essd-556	181	16	economist	economist	NOUN
essd-556	181	17	intelligence	intelligence	NOUN
essd-556	181	18	unit	unit	NOUN
essd-556	181	19	(	(	PUNCT
essd-556	181	20	unit	unit	NOUN
essd-556	181	21	ei	ei	PROPN
essd-556	181	22	,	,	PUNCT
essd-556	181	23	2009	2009	NUM
essd-556	181	24	)	)	PUNCT
essd-556	181	25	.	.	PUNCT
essd-556	182	1	in	in	ADP
essd-556	182	2	order	order	NOUN
essd-556	182	3	to	to	PART
essd-556	182	4	define	define	VERB
essd-556	182	5	the	the	DET
essd-556	182	6	greenest	green	ADJ
essd-556	182	7	cities	city	NOUN
essd-556	182	8	in	in	ADP
essd-556	182	9	america	america	PROPN
essd-556	182	10	,	,	PUNCT
essd-556	182	11	wallet	wallet	NOUN
essd-556	182	12	hub	hub	PROPN
essd-556	182	13	’s	’s	PART
essd-556	182	14	analysts	analyst	NOUN
essd-556	182	15	studied	study	VERB
essd-556	182	16	the	the	DET
essd-556	182	17	100	100	NUM
essd-556	182	18	most	most	ADV
essd-556	182	19	populated	populated	ADJ
essd-556	182	20	cities	city	NOUN
essd-556	182	21	in	in	ADP
essd-556	182	22	the	the	DET
essd-556	182	23	united	united	PROPN
essd-556	182	24	states	states	PROPN
essd-556	182	25	throughout	throughout	ADP
essd-556	182	26	four	four	NUM
essd-556	182	27	main	main	ADJ
essd-556	182	28	dimensions	dimension	NOUN
essd-556	182	29	:	:	PUNCT
essd-556	182	30	environment	environment	NOUN
essd-556	182	31	,	,	PUNCT
essd-556	182	32	transportation	transportation	NOUN
essd-556	182	33	,	,	PUNCT
essd-556	182	34	energy	energy	NOUN
essd-556	182	35	sources	source	NOUN
essd-556	182	36	and	and	CCONJ
essd-556	182	37	lifestyle	lifestyle	NOUN
essd-556	182	38	&	&	CCONJ
essd-556	182	39	policy	policy	NOUN
essd-556	182	40	.	.	PUNCT
essd-556	183	1	some	some	DET
essd-556	183	2	examples	example	NOUN
essd-556	183	3	of	of	ADP
essd-556	183	4	indicators	indicator	NOUN
essd-556	183	5	within	within	ADP
essd-556	183	6	the	the	DET
essd-556	183	7	gci	gci	NOUN
essd-556	183	8	:	:	PUNCT
essd-556	183	9	median	median	ADJ
essd-556	183	10	air	air	NOUN
essd-556	183	11	quality	quality	PROPN
essd-556	183	12	index	index	NOUN
essd-556	183	13	(	(	PUNCT
essd-556	183	14	aqi	aqi	PROPN
essd-556	183	15	)	)	PUNCT
essd-556	183	16	,	,	PUNCT
essd-556	183	17	greenhouse	greenhouse	NOUN
essd-556	183	18	-	-	PUNCT
essd-556	183	19	gas	gas	NOUN
essd-556	183	20	emissions	emission	NOUN
essd-556	183	21	per	per	ADP
essd-556	183	22	capita	capita	NOUN
essd-556	183	23	,	,	PUNCT
essd-556	183	24	green	green	ADJ
essd-556	183	25	spaces	space	NOUN
essd-556	183	26	(	(	PUNCT
essd-556	183	27	percentage	percentage	NOUN
essd-556	183	28	of	of	ADP
essd-556	183	29	parkland	parkland	NOUN
essd-556	183	30	)	)	PUNCT
essd-556	183	31	,	,	PUNCT
essd-556	183	32	and	and	CCONJ
essd-556	183	33	water	water	NOUN
essd-556	183	34	quality	quality	NOUN
essd-556	183	35	.	.	PUNCT
essd-556	184	1	the	the	DET
essd-556	184	2	cons	con	NOUN
essd-556	184	3	of	of	ADP
essd-556	184	4	the	the	DET
essd-556	184	5	study	study	NOUN
essd-556	184	6	are	be	AUX
essd-556	184	7	represented	represent	VERB
essd-556	184	8	by	by	ADP
essd-556	184	9	the	the	DET
essd-556	184	10	fact	fact	NOUN
essd-556	184	11	that	that	SCONJ
essd-556	184	12	the	the	DET
essd-556	184	13	data	datum	NOUN
essd-556	184	14	have	have	AUX
essd-556	184	15	been	be	AUX
essd-556	184	16	collected	collect	VERB
essd-556	184	17	at	at	ADP
essd-556	184	18	the	the	DET
essd-556	184	19	city	city	NOUN
essd-556	184	20	level	level	NOUN
essd-556	184	21	,	,	PUNCT
essd-556	184	22	hence	hence	ADV
essd-556	184	23	if	if	SCONJ
essd-556	184	24	we	we	PRON
essd-556	184	25	want	want	VERB
essd-556	184	26	to	to	PART
essd-556	184	27	compare	compare	VERB
essd-556	184	28	the	the	DET
essd-556	184	29	greenest	green	ADJ
essd-556	184	30	cities	city	NOUN
essd-556	184	31	in	in	ADP
essd-556	184	32	america	america	PROPN
essd-556	184	33	with	with	ADP
essd-556	184	34	the	the	DET
essd-556	184	35	indicators	indicator	NOUN
essd-556	184	36	collected	collect	VERB
essd-556	184	37	in	in	ADP
essd-556	184	38	the	the	DET
essd-556	184	39	sustain	sustain	NOUN
essd-556	184	40	-	-	PUNCT
essd-556	184	41	led	lead	VERB
essd-556	184	42	database	database	NOUN
essd-556	184	43	,	,	PUNCT
essd-556	184	44	we	we	PRON
essd-556	184	45	have	have	VERB
essd-556	184	46	to	to	PART
essd-556	184	47	considerate	considerate	VERB
essd-556	184	48	the	the	DET
essd-556	184	49	proxy	proxy	NOUN
essd-556	184	50	that	that	PRON
essd-556	184	51	the	the	DET
essd-556	184	52	rest	rest	NOUN
essd-556	184	53	of	of	ADP
essd-556	184	54	the	the	DET
essd-556	184	55	indicators	indicator	NOUN
essd-556	184	56	are	be	AUX
essd-556	184	57	gathered	gather	VERB
essd-556	184	58	at	at	ADP
essd-556	184	59	the	the	DET
essd-556	184	60	metropolitan	metropolitan	ADJ
essd-556	184	61	area	area	NOUN
essd-556	184	62	level	level	NOUN
essd-556	184	63	(	(	PUNCT
essd-556	184	64	bernardo	bernardo	NOUN
essd-556	184	65	,	,	PUNCT
essd-556	184	66	2016	2016	NUM
essd-556	184	67	)	)	PUNCT
essd-556	184	68	.	.	PUNCT
essd-556	185	1	the	the	DET
essd-556	185	2	greenest	green	ADJ
essd-556	185	3	cities	city	NOUN
essd-556	185	4	in	in	ADP
essd-556	185	5	america	america	PROPN
essd-556	185	6	for	for	ADP
essd-556	185	7	2016	2016	NUM
essd-556	185	8	are	be	AUX
essd-556	185	9	somewhat	somewhat	ADV
essd-556	185	10	correlated	correlate	VERB
essd-556	185	11	with	with	ADP
essd-556	185	12	the	the	DET
essd-556	185	13	number	number	NOUN
essd-556	185	14	of	of	ADP
essd-556	185	15	workers	worker	NOUN
essd-556	185	16	in	in	ADP
essd-556	185	17	the	the	DET
essd-556	185	18	metro	metro	PROPN
essd-556	185	19	area	area	NOUN
essd-556	185	20	,	,	PUNCT
essd-556	185	21	with	with	ADP
essd-556	185	22	an	an	DET
essd-556	185	23	r	r	NOUN
essd-556	185	24	-	-	PUNCT
essd-556	185	25	squared	square	VERB
essd-556	185	26	value	value	NOUN
essd-556	185	27	of	of	ADP
essd-556	185	28	the	the	DET
essd-556	185	29	linear	linear	ADJ
essd-556	185	30	regression	regression	NOUN
essd-556	185	31	of	of	ADP
essd-556	185	32	0.0727	0.0727	NUM
essd-556	185	33	.	.	PUNCT
essd-556	186	1	if	if	SCONJ
essd-556	186	2	we	we	PRON
essd-556	186	3	hypothesize	hypothesize	VERB
essd-556	186	4	a	a	DET
essd-556	186	5	power	power	NOUN
essd-556	186	6	regression	regression	NOUN
essd-556	186	7	instead	instead	ADV
essd-556	186	8	of	of	ADP
essd-556	186	9	a	a	DET
essd-556	186	10	linear	linear	ADJ
essd-556	186	11	regression	regression	NOUN
essd-556	186	12	,	,	PUNCT
essd-556	186	13	we	we	PRON
essd-556	186	14	can	can	AUX
essd-556	186	15	appreciate	appreciate	VERB
essd-556	186	16	an	an	DET
essd-556	186	17	r	r	NOUN
essd-556	186	18	-	-	PUNCT
essd-556	186	19	squared	square	VERB
essd-556	186	20	value	value	NOUN
essd-556	186	21	increased	increase	VERB
essd-556	186	22	to	to	ADP
essd-556	186	23	0.101	0.101	NUM
essd-556	186	24	.	.	PUNCT
essd-556	187	1	it	it	PRON
essd-556	187	2	is	be	AUX
essd-556	187	3	interesting	interesting	ADJ
essd-556	187	4	also	also	ADV
essd-556	187	5	to	to	PART
essd-556	187	6	look	look	VERB
essd-556	187	7	at	at	ADP
essd-556	187	8	the	the	DET
essd-556	187	9	relationship	relationship	NOUN
essd-556	187	10	between	between	ADP
essd-556	187	11	the	the	DET
essd-556	187	12	number	number	NOUN
essd-556	187	13	of	of	ADP
essd-556	187	14	patents	patent	NOUN
essd-556	187	15	inside	inside	ADP
essd-556	187	16	the	the	DET
essd-556	187	17	metro	metro	PROPN
essd-556	187	18	area	area	NOUN
essd-556	187	19	and	and	CCONJ
essd-556	187	20	the	the	DET
essd-556	187	21	greenest	green	ADJ
essd-556	187	22	cities	city	NOUN
essd-556	187	23	in	in	ADP
essd-556	187	24	america	america	PROPN
essd-556	187	25	for	for	ADP
essd-556	187	26	2016	2016	NUM
essd-556	187	27	,	,	PUNCT
essd-556	187	28	by	by	ADP
essd-556	187	29	looking	look	VERB
essd-556	187	30	at	at	ADP
essd-556	187	31	the	the	DET
essd-556	187	32	following	follow	VERB
essd-556	187	33	chart	chart	NOUN
essd-556	187	34	(	(	PUNCT
essd-556	187	35	fig	fig	NOUN
essd-556	187	36	.	.	PUNCT
essd-556	188	1	7	7	NUM
essd-556	188	2	)	)	PUNCT
essd-556	188	3	.	.	PUNCT
essd-556	189	1	figure	figure	VERB
essd-556	189	2	7	7	NUM
essd-556	189	3	.	.	PUNCT
essd-556	190	1	regression	regression	NOUN
essd-556	190	2	between	between	ADP
essd-556	190	3	patents	patent	NOUN
essd-556	190	4	and	and	CCONJ
essd-556	190	5	green	green	ADJ
essd-556	190	6	city	city	NOUN
essd-556	190	7	index	index	NOUN
essd-556	190	8	for	for	ADP
essd-556	190	9	us	us	PROPN
essd-556	190	10	metro	metro	PROPN
essd-556	190	11	areas	area	NOUN
essd-556	190	12	in	in	ADP
essd-556	190	13	this	this	DET
essd-556	190	14	case	case	NOUN
essd-556	190	15	,	,	PUNCT
essd-556	190	16	the	the	DET
essd-556	190	17	rationale	rationale	NOUN
essd-556	190	18	is	be	AUX
essd-556	190	19	slightly	slightly	ADV
essd-556	190	20	different	different	ADJ
essd-556	190	21	from	from	ADP
essd-556	190	22	the	the	DET
essd-556	190	23	one	one	NOUN
essd-556	190	24	originally	originally	ADV
essd-556	190	25	hypothesized	hypothesize	VERB
essd-556	190	26	in	in	ADP
essd-556	190	27	the	the	DET
essd-556	190	28	model	model	NOUN
essd-556	190	29	.	.	PUNCT
essd-556	191	1	in	in	ADP
essd-556	191	2	this	this	DET
essd-556	191	3	circumstance	circumstance	NOUN
essd-556	191	4	,	,	PUNCT
essd-556	191	5	the	the	DET
essd-556	191	6	present	present	ADJ
essd-556	191	7	study	study	NOUN
essd-556	191	8	explores	explore	NOUN
essd-556	191	9	if	if	SCONJ
essd-556	191	10	innovation	innovation	NOUN
essd-556	191	11	has	have	VERB
essd-556	191	12	an	an	DET
essd-556	191	13	impact	impact	NOUN
essd-556	191	14	on	on	ADP
essd-556	191	15	environmental	environmental	ADJ
essd-556	191	16	sustainability	sustainability	NOUN
essd-556	191	17	within	within	ADP
essd-556	191	18	metropolitan	metropolitan	ADJ
essd-556	191	19	areas	area	NOUN
essd-556	191	20	.	.	PUNCT
essd-556	192	1	from	from	ADP
essd-556	192	2	the	the	DET
essd-556	192	3	data	datum	NOUN
essd-556	192	4	analyzed	analyze	VERB
essd-556	192	5	,	,	PUNCT
essd-556	192	6	it	it	PRON
essd-556	192	7	seems	seem	VERB
essd-556	192	8	that	that	SCONJ
essd-556	192	9	there	there	PRON
essd-556	192	10	is	be	VERB
essd-556	192	11	a	a	DET
essd-556	192	12	relation	relation	NOUN
essd-556	192	13	among	among	ADP
essd-556	192	14	innovation	innovation	NOUN
essd-556	192	15	and	and	CCONJ
essd-556	192	16	sustainability	sustainability	NOUN
essd-556	192	17	.	.	PUNCT
essd-556	193	1	this	this	PRON
essd-556	193	2	has	have	AUX
essd-556	193	3	been	be	AUX
essd-556	193	4	done	do	VERB
essd-556	193	5	by	by	ADP
essd-556	193	6	utilizing	utilize	VERB
essd-556	193	7	utility	utility	NOUN
essd-556	193	8	patents	patent	NOUN
essd-556	193	9	and	and	CCONJ
essd-556	193	10	the	the	DET
essd-556	193	11	green	green	PROPN
essd-556	193	12	city	city	PROPN
essd-556	193	13	index	index	NOUN
essd-556	193	14	,	,	PUNCT
essd-556	193	15	and	and	CCONJ
essd-556	193	16	more	more	ADJ
essd-556	193	17	than	than	ADP
essd-556	193	18	41	41	NUM
essd-556	193	19	%	%	NOUN
essd-556	193	20	of	of	ADP
essd-556	193	21	the	the	DET
essd-556	193	22	variable	variable	NOUN
essd-556	193	23	of	of	ADP
essd-556	193	24	the	the	DET
essd-556	193	25	greenest	green	ADJ
essd-556	193	26	cities	city	NOUN
essd-556	193	27	in	in	ADP
essd-556	193	28	america	america	PROPN
essd-556	193	29	for	for	ADP
essd-556	193	30	2016	2016	NUM
essd-556	193	31	can	can	AUX
essd-556	193	32	be	be	AUX
essd-556	193	33	explained	explain	VERB
essd-556	193	34	by	by	ADP
essd-556	193	35	the	the	DET
essd-556	193	36	variance	variance	NOUN
essd-556	193	37	of	of	ADP
essd-556	193	38	the	the	DET
essd-556	193	39	number	number	NOUN
essd-556	193	40	of	of	ADP
essd-556	193	41	patents	patent	NOUN
essd-556	193	42	registered	register	VERB
essd-556	193	43	in	in	ADP
essd-556	193	44	the	the	DET
essd-556	193	45	metro	metro	PROPN
essd-556	193	46	area	area	NOUN
essd-556	193	47	in	in	ADP
essd-556	193	48	2015	2015	NUM
essd-556	193	49	,	,	PUNCT
essd-556	193	50	as	as	SCONJ
essd-556	193	51	if	if	SCONJ
essd-556	193	52	there	there	PRON
essd-556	193	53	was	be	VERB
essd-556	193	54	a	a	DET
essd-556	193	55	cause	cause	VERB
essd-556	193	56	-	-	PUNCT
essd-556	193	57	effect	effect	NOUN
essd-556	193	58	relationship	relationship	NOUN
essd-556	193	59	.	.	PUNCT
essd-556	194	1	if	if	SCONJ
essd-556	194	2	we	we	PRON
essd-556	194	3	use	use	VERB
essd-556	194	4	a	a	DET
essd-556	194	5	power	power	NOUN
essd-556	194	6	relation	relation	NOUN
essd-556	194	7	instead	instead	ADV
essd-556	194	8	of	of	ADP
essd-556	194	9	a	a	DET
essd-556	194	10	linear	linear	ADJ
essd-556	194	11	one	one	NUM
essd-556	194	12	as	as	ADP
essd-556	194	13	a	a	DET
essd-556	194	14	fit	fit	NOUN
essd-556	194	15	to	to	ADP
essd-556	194	16	the	the	DET
essd-556	194	17	data	datum	NOUN
essd-556	194	18	,	,	PUNCT
essd-556	194	19	the	the	DET
essd-556	194	20	coefficient	coefficient	NOUN
essd-556	194	21	of	of	ADP
essd-556	194	22	determination	determination	NOUN
essd-556	194	23	goes	go	VERB
essd-556	194	24	from	from	ADP
essd-556	194	25	41	41	NUM
essd-556	194	26	%	%	NOUN
essd-556	194	27	to	to	ADP
essd-556	194	28	43.5	43.5	NUM
essd-556	194	29	%	%	NOUN
essd-556	194	30	,	,	PUNCT
essd-556	194	31	therefore	therefore	ADV
essd-556	194	32	representing	represent	VERB
essd-556	194	33	a	a	DET
essd-556	194	34	better	well	ADJ
essd-556	194	35	fit	fit	NOUN
essd-556	194	36	to	to	ADP
essd-556	194	37	the	the	DET
essd-556	194	38	data	datum	NOUN
essd-556	194	39	.	.	PUNCT
essd-556	195	1	if	if	SCONJ
essd-556	195	2	we	we	PRON
essd-556	195	3	keep	keep	VERB
essd-556	195	4	on	on	ADP
essd-556	195	5	exploring	explore	VERB
essd-556	195	6	at	at	ADP
essd-556	195	7	this	this	DET
essd-556	195	8	relation	relation	NOUN
essd-556	195	9	,	,	PUNCT
essd-556	195	10	eliminating	eliminate	VERB
essd-556	195	11	two	two	NUM
essd-556	195	12	outliers	outlier	NOUN
essd-556	195	13	from	from	ADP
essd-556	195	14	the	the	DET
essd-556	195	15	data	datum	NOUN
essd-556	195	16	set	set	VERB
essd-556	195	17	,	,	PUNCT
essd-556	195	18	that	that	PRON
essd-556	195	19	are	be	AUX
essd-556	195	20	the	the	DET
essd-556	195	21	cities	city	NOUN
essd-556	195	22	of	of	ADP
essd-556	195	23	detroit	detroit	PROPN
essd-556	195	24	and	and	CCONJ
essd-556	195	25	new	new	PROPN
essd-556	195	26	orleans	orleans	PROPN
essd-556	195	27	,	,	PUNCT
essd-556	195	28	we	we	PRON
essd-556	195	29	can	can	AUX
essd-556	195	30	see	see	VERB
essd-556	195	31	that	that	SCONJ
essd-556	195	32	the	the	DET
essd-556	195	33	relationship	relationship	NOUN
essd-556	195	34	is	be	AUX
essd-556	195	35	even	even	ADV
essd-556	195	36	stronger	strong	ADJ
essd-556	195	37	.	.	PUNCT
essd-556	196	1	the	the	DET
essd-556	196	2	city	city	NOUN
essd-556	196	3	of	of	ADP
essd-556	196	4	detroit	detroit	PROPN
essd-556	196	5	,	,	PUNCT
essd-556	196	6	in	in	ADP
essd-556	196	7	2013	2013	NUM
essd-556	196	8	,	,	PUNCT
essd-556	196	9	filed	file	VERB
essd-556	196	10	the	the	DET
essd-556	196	11	largest	large	ADJ
essd-556	196	12	municipal	municipal	ADJ
essd-556	196	13	bankruptcy	bankruptcy	NOUN
essd-556	196	14	case	case	NOUN
essd-556	196	15	in	in	ADP
essd-556	196	16	us	us	PROPN
essd-556	196	17	history	history	NOUN
essd-556	196	18	,	,	PUNCT
essd-556	196	19	which	which	PRON
essd-556	196	20	it	it	PRON
essd-556	196	21	successfully	successfully	ADV
essd-556	196	22	exited	exit	VERB
essd-556	196	23	on	on	ADP
essd-556	196	24	december	december	PROPN
essd-556	196	25	10	10	NUM
essd-556	196	26	,	,	PUNCT
essd-556	196	27	2014	2014	NUM
essd-556	196	28	.	.	PUNCT
essd-556	197	1	however	however	ADV
essd-556	197	2	,	,	PUNCT
essd-556	197	3	poverty	poverty	NOUN
essd-556	197	4	,	,	PUNCT
essd-556	197	5	crime	crime	NOUN
essd-556	197	6	,	,	PUNCT
essd-556	197	7	and	and	CCONJ
essd-556	197	8	urban	urban	ADJ
essd-556	197	9	blight	blight	NOUN
essd-556	197	10	continue	continue	VERB
essd-556	197	11	to	to	PART
essd-556	197	12	be	be	AUX
essd-556	197	13	ongoing	ongoing	ADJ
essd-556	197	14	difficulties	difficulty	NOUN
essd-556	197	15	in	in	ADP
essd-556	197	16	the	the	DET
essd-556	197	17	urban	urban	ADJ
essd-556	197	18	pg	pg	PROPN
essd-556	197	19	.	.	PROPN
essd-556	197	20	72	72	NUM
essd-556	197	21	cantafio	cantafio	NOUN
essd-556	197	22	/	/	SYM
essd-556	197	23	environmental	environmental	ADJ
essd-556	197	24	science	science	NOUN
essd-556	197	25	and	and	CCONJ
essd-556	197	26	sustainable	sustainable	ADJ
essd-556	197	27	development	development	NOUN
essd-556	197	28	,	,	PUNCT
essd-556	197	29	essd	essd	NOUN
essd-556	197	30	area	area	NOUN
essd-556	197	31	.	.	PUNCT
essd-556	198	1	the	the	DET
essd-556	198	2	city	city	NOUN
essd-556	198	3	of	of	ADP
essd-556	198	4	new	new	PROPN
essd-556	198	5	orleans	orleans	PROPN
essd-556	198	6	,	,	PUNCT
essd-556	198	7	hit	hit	VERB
essd-556	198	8	by	by	ADP
essd-556	198	9	hurricane	hurricane	PROPN
essd-556	198	10	katrina	katrina	PROPN
essd-556	198	11	in	in	ADP
essd-556	198	12	2005	2005	NUM
essd-556	198	13	,	,	PUNCT
essd-556	198	14	had	have	VERB
essd-556	198	15	devastating	devastating	ADJ
essd-556	198	16	effects	effect	NOUN
essd-556	198	17	also	also	ADV
essd-556	198	18	on	on	ADP
essd-556	198	19	the	the	DET
essd-556	198	20	industrial	industrial	ADJ
essd-556	198	21	sector	sector	NOUN
essd-556	198	22	and	and	CCONJ
essd-556	198	23	on	on	ADP
essd-556	198	24	the	the	DET
essd-556	198	25	production	production	NOUN
essd-556	198	26	of	of	ADP
essd-556	198	27	patents	patent	NOUN
essd-556	198	28	and	and	CCONJ
essd-556	198	29	trademarks	trademark	NOUN
essd-556	198	30	;	;	PUNCT
essd-556	198	31	the	the	DET
essd-556	198	32	average	average	NOUN
essd-556	198	33	of	of	ADP
essd-556	198	34	patents	patent	NOUN
essd-556	198	35	produced	produce	VERB
essd-556	198	36	in	in	ADP
essd-556	198	37	the	the	DET
essd-556	198	38	period	period	NOUN
essd-556	198	39	2000	2000	NUM
essd-556	198	40	-	-	SYM
essd-556	198	41	2004	2004	NUM
essd-556	198	42	was	be	AUX
essd-556	198	43	145	145	NUM
essd-556	198	44	per	per	ADP
essd-556	198	45	year	year	NOUN
essd-556	198	46	,	,	PUNCT
essd-556	198	47	while	while	SCONJ
essd-556	198	48	in	in	ADP
essd-556	198	49	the	the	DET
essd-556	198	50	period	period	NOUN
essd-556	198	51	2005	2005	NUM
essd-556	198	52	-	-	SYM
essd-556	198	53	2015	2015	NUM
essd-556	198	54	the	the	DET
essd-556	198	55	average	average	NOUN
essd-556	198	56	fell	fall	VERB
essd-556	198	57	to	to	ADP
essd-556	198	58	104	104	NUM
essd-556	198	59	patents	patent	NOUN
essd-556	198	60	per	per	ADP
essd-556	198	61	year	year	NOUN
essd-556	198	62	.	.	PUNCT
essd-556	199	1	with	with	ADP
essd-556	199	2	the	the	DET
essd-556	199	3	pondered	pondered	ADJ
essd-556	199	4	exclusion	exclusion	NOUN
essd-556	199	5	of	of	ADP
essd-556	199	6	the	the	DET
essd-556	199	7	two	two	NUM
essd-556	199	8	outliers	outlier	NOUN
essd-556	199	9	,	,	PUNCT
essd-556	199	10	the	the	DET
essd-556	199	11	relation	relation	NOUN
essd-556	199	12	between	between	ADP
essd-556	199	13	innovation	innovation	NOUN
essd-556	199	14	and	and	CCONJ
essd-556	199	15	sustainability	sustainability	NOUN
essd-556	199	16	is	be	AUX
essd-556	199	17	even	even	ADV
essd-556	199	18	stronger	strong	ADJ
essd-556	199	19	.	.	PUNCT
essd-556	200	1	the	the	DET
essd-556	200	2	coefficient	coefficient	NOUN
essd-556	200	3	of	of	ADP
essd-556	200	4	determination	determination	NOUN
essd-556	200	5	rises	rise	VERB
essd-556	200	6	from	from	ADP
essd-556	200	7	0.413	0.413	NUM
essd-556	200	8	to	to	ADP
essd-556	200	9	0.439	0.439	NUM
essd-556	200	10	,	,	PUNCT
essd-556	200	11	meaning	mean	VERB
essd-556	200	12	that	that	SCONJ
essd-556	200	13	43.9	43.9	NUM
essd-556	200	14	%	%	NOUN
essd-556	200	15	of	of	ADP
essd-556	200	16	the	the	DET
essd-556	200	17	variance	variance	NOUN
essd-556	200	18	in	in	ADP
essd-556	200	19	the	the	DET
essd-556	200	20	dependent	dependent	ADJ
essd-556	200	21	variable	variable	NOUN
essd-556	200	22	(	(	PUNCT
essd-556	200	23	tot	tot	NOUN
essd-556	200	24	.	.	PUNCT
essd-556	201	1	patents	patent	NOUN
essd-556	201	2	in	in	ADP
essd-556	201	3	the	the	DET
essd-556	201	4	metro	metro	PROPN
essd-556	201	5	area	area	NOUN
essd-556	201	6	in	in	ADP
essd-556	201	7	2015	2015	NUM
essd-556	201	8	)	)	PUNCT
essd-556	201	9	is	be	AUX
essd-556	201	10	explained	explain	VERB
essd-556	201	11	by	by	ADP
essd-556	201	12	the	the	DET
essd-556	201	13	independent	independent	ADJ
essd-556	201	14	variable	variable	NOUN
essd-556	201	15	.	.	PUNCT
essd-556	202	1	if	if	SCONJ
essd-556	202	2	a	a	DET
essd-556	202	3	polynomial	polynomial	ADJ
essd-556	202	4	relation	relation	NOUN
essd-556	202	5	as	as	ADP
essd-556	202	6	a	a	DET
essd-556	202	7	fit	fit	NOUN
essd-556	202	8	to	to	ADP
essd-556	202	9	the	the	DET
essd-556	202	10	data	datum	NOUN
essd-556	202	11	is	be	AUX
essd-556	202	12	hypothesized	hypothesize	VERB
essd-556	202	13	,	,	PUNCT
essd-556	202	14	the	the	DET
essd-556	202	15	r	r	NOUN
essd-556	202	16	-	-	PUNCT
essd-556	202	17	squared	square	VERB
essd-556	202	18	value	value	NOUN
essd-556	202	19	rises	rise	VERB
essd-556	202	20	to	to	ADP
essd-556	202	21	0.474	0.474	NUM
essd-556	202	22	(	(	PUNCT
essd-556	202	23	without	without	ADP
essd-556	202	24	the	the	DET
essd-556	202	25	exclusion	exclusion	NOUN
essd-556	202	26	of	of	ADP
essd-556	202	27	the	the	DET
essd-556	202	28	outliers	outlier	NOUN
essd-556	202	29	the	the	DET
essd-556	202	30	value	value	NOUN
essd-556	202	31	was	be	AUX
essd-556	202	32	0.435	0.435	NUM
essd-556	202	33	)	)	PUNCT
essd-556	202	34	.	.	PUNCT
essd-556	203	1	4	4	X
essd-556	203	2	.	.	X
essd-556	203	3	conclusions	conclusion	NOUN
essd-556	203	4	the	the	DET
essd-556	203	5	aim	aim	NOUN
essd-556	203	6	of	of	ADP
essd-556	203	7	the	the	DET
essd-556	203	8	present	present	ADJ
essd-556	203	9	study	study	NOUN
essd-556	203	10	has	have	AUX
essd-556	203	11	been	be	AUX
essd-556	203	12	to	to	PART
essd-556	203	13	find	find	VERB
essd-556	203	14	out	out	ADP
essd-556	203	15	whether	whether	SCONJ
essd-556	203	16	or	or	CCONJ
essd-556	203	17	not	not	PART
essd-556	203	18	a	a	DET
essd-556	203	19	relationship	relationship	NOUN
essd-556	203	20	exists	exist	VERB
essd-556	203	21	within	within	ADP
essd-556	203	22	local	local	ADJ
essd-556	203	23	economic	economic	ADJ
essd-556	203	24	development	development	NOUN
essd-556	203	25	and	and	CCONJ
essd-556	203	26	clusters	cluster	NOUN
essd-556	203	27	,	,	PUNCT
essd-556	203	28	driven	drive	VERB
essd-556	203	29	by	by	ADP
essd-556	203	30	sustainability	sustainability	NOUN
essd-556	203	31	,	,	PUNCT
essd-556	203	32	in	in	ADP
essd-556	203	33	urban	urban	ADJ
essd-556	203	34	areas	area	NOUN
essd-556	203	35	.	.	PUNCT
essd-556	204	1	nowadays	nowadays	ADV
essd-556	204	2	,	,	PUNCT
essd-556	204	3	cities	city	NOUN
essd-556	204	4	in	in	ADP
essd-556	204	5	the	the	DET
essd-556	204	6	world	world	NOUN
essd-556	204	7	are	be	AUX
essd-556	204	8	dealing	deal	VERB
essd-556	204	9	with	with	ADP
essd-556	204	10	sustainability	sustainability	NOUN
essd-556	204	11	issues	issue	NOUN
essd-556	204	12	.	.	PUNCT
essd-556	205	1	it	it	PRON
essd-556	205	2	has	have	AUX
essd-556	205	3	become	become	VERB
essd-556	205	4	a	a	DET
essd-556	205	5	central	central	ADJ
essd-556	205	6	topic	topic	NOUN
essd-556	205	7	of	of	ADP
essd-556	205	8	discussion	discussion	NOUN
essd-556	205	9	in	in	ADP
essd-556	205	10	every	every	DET
essd-556	205	11	single	single	ADJ
essd-556	205	12	decision	decision	NOUN
essd-556	205	13	that	that	PRON
essd-556	205	14	has	have	VERB
essd-556	205	15	to	to	PART
essd-556	205	16	be	be	AUX
essd-556	205	17	made	make	VERB
essd-556	205	18	concerning	concern	VERB
essd-556	205	19	everybody	everybody	PRON
essd-556	205	20	’s	’s	PART
essd-556	205	21	life	life	NOUN
essd-556	205	22	and	and	CCONJ
essd-556	205	23	affecting	affect	VERB
essd-556	205	24	the	the	DET
essd-556	205	25	livability	livability	NOUN
essd-556	205	26	of	of	ADP
essd-556	205	27	urban	urban	ADJ
essd-556	205	28	areas	area	NOUN
essd-556	205	29	.	.	PUNCT
essd-556	206	1	with	with	ADP
essd-556	206	2	regards	regard	NOUN
essd-556	206	3	to	to	ADP
essd-556	206	4	local	local	ADJ
essd-556	206	5	economic	economic	ADJ
essd-556	206	6	development	development	NOUN
essd-556	206	7	,	,	PUNCT
essd-556	206	8	in	in	ADP
essd-556	206	9	this	this	DET
essd-556	206	10	study	study	NOUN
essd-556	206	11	it	it	PRON
essd-556	206	12	has	have	AUX
essd-556	206	13	not	not	PART
essd-556	206	14	been	be	AUX
essd-556	206	15	intended	intend	VERB
essd-556	206	16	as	as	ADP
essd-556	206	17	mere	mere	ADJ
essd-556	206	18	economic	economic	ADJ
essd-556	206	19	growth	growth	NOUN
essd-556	206	20	.	.	PUNCT
essd-556	207	1	it	it	PRON
essd-556	207	2	rather	rather	ADV
essd-556	207	3	encompasses	encompass	VERB
essd-556	207	4	environmental	environmental	ADJ
essd-556	207	5	planning	planning	NOUN
essd-556	207	6	,	,	PUNCT
essd-556	207	7	business	business	NOUN
essd-556	207	8	development	development	NOUN
essd-556	207	9	,	,	PUNCT
essd-556	207	10	infrastructure	infrastructure	NOUN
essd-556	207	11	provision	provision	NOUN
essd-556	207	12	,	,	PUNCT
essd-556	207	13	real	real	ADJ
essd-556	207	14	estate	estate	NOUN
essd-556	207	15	development	development	NOUN
essd-556	207	16	,	,	PUNCT
essd-556	207	17	and	and	CCONJ
essd-556	207	18	finance	finance	NOUN
essd-556	207	19	.	.	PUNCT
essd-556	208	1	these	these	DET
essd-556	208	2	themes	theme	NOUN
essd-556	208	3	are	be	AUX
essd-556	208	4	analyzed	analyze	VERB
essd-556	208	5	in	in	ADP
essd-556	208	6	the	the	DET
essd-556	208	7	present	present	ADJ
essd-556	208	8	research	research	NOUN
essd-556	208	9	,	,	PUNCT
essd-556	208	10	as	as	ADP
essd-556	208	11	the	the	DET
essd-556	208	12	attempt	attempt	NOUN
essd-556	208	13	of	of	ADP
essd-556	208	14	the	the	DET
essd-556	208	15	present	present	ADJ
essd-556	208	16	study	study	NOUN
essd-556	208	17	to	to	PART
essd-556	208	18	merge	merge	VERB
essd-556	208	19	the	the	DET
essd-556	208	20	three	three	NUM
essd-556	208	21	main	main	ADJ
essd-556	208	22	topics	topic	NOUN
essd-556	208	23	of	of	ADP
essd-556	208	24	local	local	ADJ
essd-556	208	25	economic	economic	ADJ
essd-556	208	26	development	development	NOUN
essd-556	208	27	,	,	PUNCT
essd-556	208	28	innovation	innovation	NOUN
essd-556	208	29	,	,	PUNCT
essd-556	208	30	and	and	CCONJ
essd-556	208	31	environmental	environmental	ADJ
essd-556	208	32	sustainability	sustainability	NOUN
essd-556	208	33	,	,	PUNCT
essd-556	208	34	which	which	PRON
essd-556	208	35	at	at	ADP
essd-556	208	36	first	first	ADV
essd-556	208	37	can	can	AUX
essd-556	208	38	seem	seem	VERB
essd-556	208	39	as	as	ADP
essd-556	208	40	distant	distant	ADJ
essd-556	208	41	concepts	concept	NOUN
essd-556	208	42	,	,	PUNCT
essd-556	208	43	but	but	CCONJ
essd-556	208	44	are	be	AUX
essd-556	208	45	actually	actually	ADV
essd-556	208	46	intertwined	intertwine	VERB
essd-556	208	47	topics	topic	NOUN
essd-556	208	48	,	,	PUNCT
essd-556	208	49	and	and	CCONJ
essd-556	208	50	they	they	PRON
essd-556	208	51	all	all	PRON
essd-556	208	52	concur	concur	VERB
essd-556	208	53	to	to	ADP
essd-556	208	54	the	the	DET
essd-556	208	55	development	development	NOUN
essd-556	208	56	and	and	CCONJ
essd-556	208	57	support	support	VERB
essd-556	208	58	contemporary	contemporary	ADJ
essd-556	208	59	urban	urban	ADJ
essd-556	208	60	areas	area	NOUN
essd-556	208	61	,	,	PUNCT
essd-556	208	62	helping	help	VERB
essd-556	208	63	them	they	PRON
essd-556	208	64	to	to	PART
essd-556	208	65	be	be	AUX
essd-556	208	66	competitive	competitive	ADJ
essd-556	208	67	,	,	PUNCT
essd-556	208	68	inclusive	inclusive	ADJ
essd-556	208	69	,	,	PUNCT
essd-556	208	70	and	and	CCONJ
essd-556	208	71	economically	economically	ADV
essd-556	208	72	strong	strong	ADJ
essd-556	208	73	.	.	PUNCT
essd-556	209	1	the	the	DET
essd-556	209	2	present	present	ADJ
essd-556	209	3	study	study	NOUN
essd-556	209	4	has	have	AUX
essd-556	209	5	carried	carry	VERB
essd-556	209	6	out	out	ADP
essd-556	209	7	an	an	DET
essd-556	209	8	econometric	econometric	ADJ
essd-556	209	9	model	model	NOUN
essd-556	209	10	to	to	PART
essd-556	209	11	find	find	VERB
essd-556	209	12	out	out	ADP
essd-556	209	13	the	the	DET
essd-556	209	14	significance	significance	NOUN
essd-556	209	15	of	of	ADP
essd-556	209	16	the	the	DET
essd-556	209	17	correlation	correlation	NOUN
essd-556	209	18	between	between	ADP
essd-556	209	19	the	the	DET
essd-556	209	20	three	three	NUM
essd-556	209	21	main	main	ADJ
essd-556	209	22	topics	topic	NOUN
essd-556	209	23	aforementioned	aforementione	VERB
essd-556	209	24	.	.	PUNCT
essd-556	210	1	this	this	PRON
essd-556	210	2	has	have	AUX
essd-556	210	3	been	be	AUX
essd-556	210	4	accomplished	accomplish	VERB
essd-556	210	5	with	with	ADP
essd-556	210	6	a	a	DET
essd-556	210	7	time	time	NOUN
essd-556	210	8	series	series	NOUN
essd-556	210	9	from	from	ADP
essd-556	210	10	the	the	DET
essd-556	210	11	years	year	NOUN
essd-556	210	12	2000	2000	NUM
essd-556	210	13	through	through	ADP
essd-556	210	14	2015	2015	NUM
essd-556	210	15	in	in	ADP
essd-556	210	16	american	american	ADJ
essd-556	210	17	metropolitan	metropolitan	ADJ
essd-556	210	18	areas	area	NOUN
essd-556	210	19	with	with	ADP
essd-556	210	20	a	a	DET
essd-556	210	21	population	population	NOUN
essd-556	210	22	larger	large	ADJ
essd-556	210	23	than	than	ADP
essd-556	210	24	1	1	NUM
essd-556	210	25	million	million	NUM
essd-556	210	26	.	.	PUNCT
essd-556	211	1	the	the	DET
essd-556	211	2	results	result	NOUN
essd-556	211	3	of	of	ADP
essd-556	211	4	the	the	DET
essd-556	211	5	year	year	NOUN
essd-556	211	6	2015	2015	NUM
essd-556	211	7	showed	show	VERB
essd-556	211	8	that	that	SCONJ
essd-556	211	9	35.9	35.9	NUM
essd-556	211	10	%	%	NOUN
essd-556	211	11	of	of	ADP
essd-556	211	12	the	the	DET
essd-556	211	13	variance	variance	NOUN
essd-556	211	14	in	in	ADP
essd-556	211	15	the	the	DET
essd-556	211	16	measure	measure	NOUN
essd-556	211	17	of	of	ADP
essd-556	211	18	total	total	ADJ
essd-556	211	19	workers	worker	NOUN
essd-556	211	20	in	in	ADP
essd-556	211	21	metro	metro	PROPN
essd-556	211	22	areas	area	NOUN
essd-556	211	23	can	can	AUX
essd-556	211	24	be	be	AUX
essd-556	211	25	predicted	predict	VERB
essd-556	211	26	by	by	ADP
essd-556	211	27	measures	measure	NOUN
essd-556	211	28	of	of	ADP
essd-556	211	29	innovation	innovation	NOUN
essd-556	211	30	and	and	CCONJ
essd-556	211	31	air	air	NOUN
essd-556	211	32	quality	quality	NOUN
essd-556	211	33	.	.	PUNCT
essd-556	212	1	higher	high	ADJ
essd-556	212	2	r2	r2	PROPN
essd-556	212	3	values	value	NOUN
essd-556	212	4	have	have	AUX
essd-556	212	5	been	be	AUX
essd-556	212	6	registered	register	VERB
essd-556	212	7	for	for	ADP
essd-556	212	8	the	the	DET
essd-556	212	9	years	year	NOUN
essd-556	212	10	2000	2000	NUM
essd-556	212	11	through	through	ADP
essd-556	212	12	2013	2013	NUM
essd-556	212	13	.	.	PUNCT
essd-556	213	1	the	the	DET
essd-556	213	2	highest	high	ADJ
essd-556	213	3	r2	r2	NOUN
essd-556	213	4	value	value	NOUN
essd-556	213	5	has	have	AUX
essd-556	213	6	been	be	AUX
essd-556	213	7	scored	score	VERB
essd-556	213	8	in	in	ADP
essd-556	213	9	2000	2000	NUM
essd-556	213	10	,	,	PUNCT
essd-556	213	11	with	with	ADP
essd-556	213	12	a	a	DET
essd-556	213	13	r2	r2	NOUN
essd-556	213	14	value	value	NOUN
essd-556	213	15	of	of	ADP
essd-556	213	16	0.611	0.611	NUM
essd-556	213	17	,	,	PUNCT
essd-556	213	18	meaning	mean	VERB
essd-556	213	19	that	that	SCONJ
essd-556	213	20	the	the	DET
essd-556	213	21	61.1	61.1	NUM
essd-556	213	22	%	%	NOUN
essd-556	213	23	of	of	ADP
essd-556	213	24	the	the	DET
essd-556	213	25	variance	variance	NOUN
essd-556	213	26	in	in	ADP
essd-556	213	27	the	the	DET
essd-556	213	28	measure	measure	NOUN
essd-556	213	29	of	of	ADP
essd-556	213	30	total	total	ADJ
essd-556	213	31	workers	worker	NOUN
essd-556	213	32	can	can	AUX
essd-556	213	33	be	be	AUX
essd-556	213	34	predicted	predict	VERB
essd-556	213	35	by	by	ADP
essd-556	213	36	innovation	innovation	NOUN
essd-556	213	37	and	and	CCONJ
essd-556	213	38	air	air	NOUN
essd-556	213	39	quality	quality	NOUN
essd-556	213	40	.	.	PUNCT
essd-556	214	1	a	a	DET
essd-556	214	2	more	more	ADV
essd-556	214	3	consistent	consistent	ADJ
essd-556	214	4	correlation	correlation	NOUN
essd-556	214	5	that	that	PRON
essd-556	214	6	has	have	AUX
essd-556	214	7	been	be	AUX
essd-556	214	8	found	find	VERB
essd-556	214	9	is	be	AUX
essd-556	214	10	the	the	DET
essd-556	214	11	one	one	NUM
essd-556	214	12	between	between	ADP
essd-556	214	13	two	two	NUM
essd-556	214	14	variables	variable	NOUN
essd-556	214	15	:	:	PUNCT
essd-556	214	16	the	the	DET
essd-556	214	17	number	number	NOUN
essd-556	214	18	of	of	ADP
essd-556	214	19	patents	patent	NOUN
essd-556	214	20	and	and	CCONJ
essd-556	214	21	workers	worker	NOUN
essd-556	214	22	in	in	ADP
essd-556	214	23	metropolitan	metropolitan	ADJ
essd-556	214	24	areas	area	NOUN
essd-556	214	25	of	of	ADP
essd-556	214	26	the	the	DET
essd-556	214	27	us	us	PROPN
essd-556	214	28	,	,	PUNCT
essd-556	214	29	excluding	exclude	VERB
essd-556	214	30	two	two	NUM
essd-556	214	31	outliers	outlier	NOUN
essd-556	214	32	.	.	PUNCT
essd-556	215	1	the	the	DET
essd-556	215	2	highest	high	ADJ
essd-556	215	3	coefficient	coefficient	NOUN
essd-556	215	4	of	of	ADP
essd-556	215	5	determination	determination	NOUN
essd-556	215	6	from	from	ADP
essd-556	215	7	the	the	DET
essd-556	215	8	database	database	NOUN
essd-556	215	9	,	,	PUNCT
essd-556	215	10	excluding	exclude	VERB
essd-556	215	11	two	two	NUM
essd-556	215	12	outliers	outlier	NOUN
essd-556	215	13	,	,	PUNCT
essd-556	215	14	was	be	AUX
essd-556	215	15	0.76	0.76	NUM
essd-556	215	16	in	in	ADP
essd-556	215	17	the	the	DET
essd-556	215	18	year	year	NOUN
essd-556	215	19	2000	2000	NUM
essd-556	215	20	.	.	PUNCT
essd-556	216	1	concerning	concern	VERB
essd-556	216	2	the	the	DET
essd-556	216	3	limitations	limitation	NOUN
essd-556	216	4	of	of	ADP
essd-556	216	5	the	the	DET
essd-556	216	6	model	model	NOUN
essd-556	216	7	,	,	PUNCT
essd-556	216	8	an	an	DET
essd-556	216	9	improved	improved	ADJ
essd-556	216	10	database	database	NOUN
essd-556	216	11	and	and	CCONJ
essd-556	216	12	data	data	NOUN
essd-556	216	13	-	-	PUNCT
essd-556	216	14	retrieval	retrieval	NOUN
essd-556	216	15	will	will	AUX
essd-556	216	16	help	help	VERB
essd-556	216	17	to	to	PART
essd-556	216	18	collect	collect	VERB
essd-556	216	19	more	more	ADV
essd-556	216	20	significant	significant	ADJ
essd-556	216	21	data	datum	NOUN
essd-556	216	22	.	.	PUNCT
essd-556	217	1	in	in	ADP
essd-556	217	2	the	the	DET
essd-556	217	3	future	future	NOUN
essd-556	217	4	,	,	PUNCT
essd-556	217	5	we	we	PRON
essd-556	217	6	can	can	AUX
essd-556	217	7	consider	consider	VERB
essd-556	217	8	two	two	NUM
essd-556	217	9	possible	possible	ADJ
essd-556	217	10	scenarios	scenario	NOUN
essd-556	217	11	.	.	PUNCT
essd-556	218	1	will	will	AUX
essd-556	218	2	it	it	PRON
essd-556	218	3	be	be	AUX
essd-556	218	4	more	more	ADV
essd-556	218	5	efficient	efficient	ADJ
essd-556	218	6	to	to	PART
essd-556	218	7	collect	collect	VERB
essd-556	218	8	more	more	ADJ
essd-556	218	9	data	datum	NOUN
essd-556	218	10	,	,	PUNCT
essd-556	218	11	improving	improve	VERB
essd-556	218	12	the	the	DET
essd-556	218	13	database	database	NOUN
essd-556	218	14	and	and	CCONJ
essd-556	218	15	utilizing	utilize	VERB
essd-556	218	16	the	the	DET
essd-556	218	17	current	current	ADJ
essd-556	218	18	indicators	indicator	NOUN
essd-556	218	19	?	?	PUNCT
essd-556	219	1	will	will	AUX
essd-556	219	2	it	it	PRON
essd-556	219	3	be	be	AUX
essd-556	219	4	better	well	ADJ
essd-556	219	5	to	to	PART
essd-556	219	6	choose	choose	VERB
essd-556	219	7	different	different	ADJ
essd-556	219	8	indicators	indicator	NOUN
essd-556	219	9	in	in	ADP
essd-556	219	10	the	the	DET
essd-556	219	11	study	study	NOUN
essd-556	219	12	?	?	PUNCT
essd-556	220	1	a	a	DET
essd-556	220	2	first	first	ADJ
essd-556	220	3	attempt	attempt	NOUN
essd-556	220	4	has	have	AUX
essd-556	220	5	shown	show	VERB
essd-556	220	6	that	that	SCONJ
essd-556	220	7	substituting	substitute	VERB
essd-556	220	8	the	the	DET
essd-556	220	9	indicator	indicator	NOUN
essd-556	220	10	of	of	ADP
essd-556	220	11	air	air	NOUN
essd-556	220	12	quality	quality	NOUN
essd-556	220	13	index	index	NOUN
essd-556	220	14	(	(	PUNCT
essd-556	220	15	aqi	aqi	PROPN
essd-556	220	16	)	)	PUNCT
essd-556	220	17	,	,	PUNCT
essd-556	220	18	representing	represent	VERB
essd-556	220	19	the	the	DET
essd-556	220	20	topic	topic	NOUN
essd-556	220	21	of	of	ADP
essd-556	220	22	environmental	environmental	ADJ
essd-556	220	23	sustainability	sustainability	NOUN
essd-556	220	24	,	,	PUNCT
essd-556	220	25	has	have	AUX
essd-556	220	26	produced	produce	VERB
essd-556	220	27	better	well	ADJ
essd-556	220	28	results	result	NOUN
essd-556	220	29	in	in	ADP
essd-556	220	30	terms	term	NOUN
essd-556	220	31	of	of	ADP
essd-556	220	32	r2	r2	PROPN
essd-556	220	33	(	(	PUNCT
essd-556	220	34	coefficient	coefficient	NOUN
essd-556	220	35	of	of	ADP
essd-556	220	36	determination	determination	NOUN
essd-556	220	37	)	)	PUNCT
essd-556	220	38	.	.	PUNCT
essd-556	221	1	the	the	DET
essd-556	221	2	problem	problem	NOUN
essd-556	221	3	presented	present	VERB
essd-556	221	4	in	in	ADP
essd-556	221	5	the	the	DET
essd-556	221	6	results	result	NOUN
essd-556	221	7	of	of	ADP
essd-556	221	8	the	the	DET
essd-556	221	9	negative	negative	ADJ
essd-556	221	10	correlation	correlation	NOUN
essd-556	221	11	between	between	ADP
essd-556	221	12	sustainability	sustainability	NOUN
essd-556	221	13	and	and	CCONJ
essd-556	221	14	economic	economic	ADJ
essd-556	221	15	development	development	NOUN
essd-556	221	16	has	have	AUX
essd-556	221	17	been	be	AUX
essd-556	221	18	partly	partly	ADV
essd-556	221	19	solved	solve	VERB
essd-556	221	20	by	by	ADP
essd-556	221	21	using	use	VERB
essd-556	221	22	a	a	DET
essd-556	221	23	new	new	ADJ
essd-556	221	24	indicator	indicator	NOUN
essd-556	221	25	representing	represent	VERB
essd-556	221	26	environmental	environmental	ADJ
essd-556	221	27	sustainability	sustainability	NOUN
essd-556	221	28	,	,	PUNCT
essd-556	221	29	namely	namely	ADV
essd-556	221	30	the	the	DET
essd-556	221	31	greenest	green	ADJ
essd-556	221	32	cities	city	NOUN
essd-556	221	33	in	in	ADP
essd-556	221	34	america	america	PROPN
essd-556	221	35	or	or	CCONJ
essd-556	221	36	another	another	PRON
essd-556	221	37	like	like	ADP
essd-556	221	38	the	the	DET
essd-556	221	39	green	green	PROPN
essd-556	221	40	city	city	PROPN
essd-556	221	41	index	index	NOUN
essd-556	221	42	(	(	PUNCT
essd-556	221	43	gci	gci	PROPN
essd-556	221	44	)	)	PUNCT
essd-556	221	45	.	.	PUNCT
essd-556	222	1	more	more	ADJ
essd-556	222	2	work	work	NOUN
essd-556	222	3	has	have	VERB
essd-556	222	4	to	to	PART
essd-556	222	5	be	be	AUX
essd-556	222	6	done	do	VERB
essd-556	222	7	to	to	PART
essd-556	222	8	improve	improve	VERB
essd-556	222	9	the	the	DET
essd-556	222	10	results	result	NOUN
essd-556	222	11	of	of	ADP
essd-556	222	12	the	the	DET
essd-556	222	13	multivariate	multivariate	NOUN
essd-556	222	14	regression	regression	NOUN
essd-556	222	15	,	,	PUNCT
essd-556	222	16	by	by	ADP
essd-556	222	17	inserting	insert	VERB
essd-556	222	18	the	the	DET
essd-556	222	19	greenest	green	ADJ
essd-556	222	20	cities	city	NOUN
essd-556	222	21	in	in	ADP
essd-556	222	22	america	america	PROPN
essd-556	222	23	inside	inside	ADP
essd-556	222	24	the	the	DET
essd-556	222	25	sustain	sustain	NOUN
essd-556	222	26	-	-	PUNCT
essd-556	222	27	led	lead	VERB
essd-556	222	28	model	model	NOUN
essd-556	222	29	and	and	CCONJ
essd-556	222	30	verifying	verifying	NOUN
essd-556	222	31	if	if	SCONJ
essd-556	222	32	there	there	PRON
essd-556	222	33	is	be	VERB
essd-556	222	34	a	a	DET
essd-556	222	35	higher	high	ADJ
essd-556	222	36	correlation	correlation	NOUN
essd-556	222	37	,	,	PUNCT
essd-556	222	38	inserting	insert	VERB
essd-556	222	39	the	the	DET
essd-556	222	40	data	datum	NOUN
essd-556	222	41	about	about	ADP
essd-556	222	42	patents	patent	NOUN
essd-556	222	43	of	of	ADP
essd-556	222	44	2016	2016	NUM
essd-556	222	45	,	,	PUNCT
essd-556	222	46	that	that	PRON
essd-556	222	47	still	still	ADV
essd-556	222	48	have	have	VERB
essd-556	222	49	to	to	PART
essd-556	222	50	be	be	AUX
essd-556	222	51	released	release	VERB
essd-556	222	52	by	by	ADP
essd-556	222	53	the	the	DET
essd-556	222	54	united	united	PROPN
essd-556	222	55	states	states	PROPN
essd-556	222	56	patent	patent	PROPN
essd-556	222	57	and	and	CCONJ
essd-556	222	58	trademark	trademark	NOUN
essd-556	222	59	office	office	NOUN
essd-556	222	60	in	in	ADP
essd-556	222	61	their	their	PRON
essd-556	222	62	annual	annual	ADJ
essd-556	222	63	report	report	NOUN
essd-556	222	64	.	.	PUNCT
essd-556	223	1	some	some	DET
essd-556	223	2	potential	potential	ADJ
essd-556	223	3	future	future	ADJ
essd-556	223	4	work	work	NOUN
essd-556	223	5	could	could	AUX
essd-556	223	6	be	be	AUX
essd-556	223	7	the	the	DET
essd-556	223	8	application	application	NOUN
essd-556	223	9	of	of	ADP
essd-556	223	10	the	the	DET
essd-556	223	11	sustain	sustain	NOUN
essd-556	223	12	-	-	PUNCT
essd-556	223	13	led	lead	VERB
essd-556	223	14	model	model	NOUN
essd-556	223	15	to	to	ADP
essd-556	223	16	european	european	ADJ
essd-556	223	17	urban	urban	ADJ
essd-556	223	18	areas	area	NOUN
essd-556	223	19	.	.	PUNCT
essd-556	224	1	it	it	PRON
essd-556	224	2	could	could	AUX
essd-556	224	3	represent	represent	VERB
essd-556	224	4	an	an	DET
essd-556	224	5	important	important	ADJ
essd-556	224	6	tool	tool	NOUN
essd-556	224	7	for	for	ADP
essd-556	224	8	policymakers	policymaker	NOUN
essd-556	224	9	,	,	PUNCT
essd-556	224	10	offering	offer	VERB
essd-556	224	11	a	a	DET
essd-556	224	12	comprehensive	comprehensive	ADJ
essd-556	224	13	picture	picture	NOUN
essd-556	224	14	with	with	ADP
essd-556	224	15	the	the	DET
essd-556	224	16	possible	possible	ADJ
essd-556	224	17	implementation	implementation	NOUN
essd-556	224	18	pg	pg	NOUN
essd-556	224	19	.	.	PUNCT
essd-556	225	1	73	73	NUM
essd-556	225	2	cantafio	cantafio	NOUN
essd-556	225	3	/	/	SYM
essd-556	225	4	environmental	environmental	ADJ
essd-556	225	5	science	science	NOUN
essd-556	225	6	and	and	CCONJ
essd-556	225	7	sustainable	sustainable	ADJ
essd-556	225	8	development	development	NOUN
essd-556	225	9	,	,	PUNCT
essd-556	225	10	essd	essd	NOUN
essd-556	225	11	of	of	ADP
essd-556	225	12	a	a	DET
essd-556	225	13	visual	visual	ADJ
essd-556	225	14	tool	tool	NOUN
essd-556	225	15	like	like	ADP
essd-556	225	16	a	a	DET
essd-556	225	17	gis	gis	NOUN
essd-556	225	18	platform	platform	NOUN
essd-556	225	19	for	for	ADP
essd-556	225	20	visualizing	visualize	VERB
essd-556	225	21	the	the	DET
essd-556	225	22	parameters	parameter	NOUN
essd-556	225	23	taken	take	VERB
essd-556	225	24	into	into	ADP
essd-556	225	25	account	account	NOUN
essd-556	225	26	in	in	ADP
essd-556	225	27	the	the	DET
essd-556	225	28	present	present	ADJ
essd-556	225	29	research	research	NOUN
essd-556	225	30	and	and	CCONJ
essd-556	225	31	that	that	PRON
essd-556	225	32	could	could	AUX
essd-556	225	33	help	help	VERB
essd-556	225	34	policymakers	policymaker	NOUN
essd-556	225	35	decide	decide	VERB
essd-556	225	36	which	which	PRON
essd-556	225	37	policies	policy	NOUN
essd-556	225	38	need	need	VERB
essd-556	225	39	to	to	PART
essd-556	225	40	be	be	AUX
essd-556	225	41	implemented	implement	VERB
essd-556	225	42	to	to	PART
essd-556	225	43	improve	improve	VERB
essd-556	225	44	the	the	DET
essd-556	225	45	quality	quality	NOUN
essd-556	225	46	of	of	ADP
essd-556	225	47	life	life	NOUN
essd-556	225	48	inside	inside	ADP
essd-556	225	49	urban	urban	ADJ
essd-556	225	50	areas	area	NOUN
essd-556	225	51	.	.	PUNCT
essd-556	226	1	5	5	X
essd-556	226	2	.	.	NUM
essd-556	226	3	references	reference	NOUN
essd-556	226	4	1	1	NUM
essd-556	226	5	.	.	NUM
essd-556	226	6	2010	2010	NUM
essd-556	226	7	census	census	NOUN
essd-556	226	8	summary	summary	NOUN
essd-556	226	9	file	file	NOUN
essd-556	226	10	1	1	NUM
essd-556	226	11	.	.	PUNCT
essd-556	226	12	(	(	PUNCT
essd-556	226	13	2012	2012	NUM
essd-556	226	14	)	)	PUNCT
essd-556	226	15	.	.	PUNCT
essd-556	227	1	retrieved	retrieve	VERB
essd-556	227	2	from	from	ADP
essd-556	227	3	https://www.census.gov/prod/cen2010/doc/sf1.pdf	https://www.census.gov/prod/cen2010/doc/sf1.pdf	PROPN
essd-556	227	4	2	2	NUM
essd-556	227	5	.	.	PUNCT
essd-556	227	6	acs	acs	PROPN
essd-556	227	7	,	,	PUNCT
essd-556	227	8	z.	z.	PROPN
essd-556	227	9	j.	j.	PROPN
essd-556	227	10	,	,	PUNCT
essd-556	227	11	anselin	anselin	PROPN
essd-556	227	12	,	,	PUNCT
essd-556	227	13	l.	l.	PROPN
essd-556	227	14	,	,	PUNCT
essd-556	227	15	&	&	CCONJ
essd-556	227	16	varga	varga	PROPN
essd-556	227	17	,	,	PUNCT
essd-556	227	18	a.	a.	NOUN
essd-556	227	19	(	(	PUNCT
essd-556	227	20	2002	2002	NUM
essd-556	227	21	)	)	PUNCT
essd-556	227	22	.	.	PUNCT
essd-556	228	1	patents	patent	NOUN
essd-556	228	2	and	and	CCONJ
essd-556	228	3	innovation	innovation	NOUN
essd-556	228	4	counts	count	NOUN
essd-556	228	5	as	as	ADP
essd-556	228	6	measures	measure	NOUN
essd-556	228	7	of	of	ADP
essd-556	228	8	regional	regional	ADJ
essd-556	228	9	production	production	NOUN
essd-556	228	10	of	of	ADP
essd-556	228	11	new	new	ADJ
essd-556	228	12	knowledge	knowledge	NOUN
essd-556	228	13	.	.	PUNCT
essd-556	229	1	research	research	NOUN
essd-556	229	2	policy,31(7	policy,31(7	PROPN
essd-556	229	3	)	)	PUNCT
essd-556	229	4	,	,	PUNCT
essd-556	229	5	1069	1069	NUM
essd-556	229	6	-	-	SYM
essd-556	229	7	1085	1085	NUM
essd-556	229	8	.	.	PUNCT
essd-556	230	1	doi:10.1016	doi:10.1016	PROPN
essd-556	230	2	/	/	SYM
essd-556	230	3	s0048	s0048	NOUN
essd-556	230	4	-	-	PUNCT
essd-556	230	5	7333(01)00184	7333(01)00184	NUM
essd-556	230	6	-	-	SYM
essd-556	230	7	6	6	NUM
essd-556	230	8	3	3	NUM
essd-556	230	9	.	.	PUNCT
essd-556	231	1	pastor	pastor	NOUN
essd-556	231	2	,	,	PUNCT
essd-556	231	3	m.	m.	NOUN
essd-556	231	4	and	and	CCONJ
essd-556	231	5	benner	benner	NOUN
essd-556	231	6	,	,	PUNCT
essd-556	231	7	c.	c.	PROPN
essd-556	231	8	(	(	PUNCT
essd-556	231	9	2015	2015	NUM
essd-556	231	10	)	)	PUNCT
essd-556	231	11	.	.	PUNCT
essd-556	232	1	equity	equity	NOUN
essd-556	232	2	,	,	PUNCT
essd-556	232	3	growth	growth	NOUN
essd-556	232	4	,	,	PUNCT
essd-556	232	5	and	and	CCONJ
essd-556	232	6	community	community	NOUN
essd-556	232	7	:	:	PUNCT
essd-556	232	8	what	what	PRON
essd-556	232	9	the	the	DET
essd-556	232	10	nation	nation	NOUN
essd-556	232	11	can	can	AUX
essd-556	232	12	learn	learn	VERB
essd-556	232	13	from	from	ADP
essd-556	232	14	america	america	PROPN
essd-556	232	15	’s	’s	PART
essd-556	232	16	metro	metro	PROPN
essd-556	232	17	areas	area	NOUN
essd-556	232	18	.	.	PUNCT
essd-556	233	1	california	california	PROPN
essd-556	233	2	:	:	PUNCT
essd-556	233	3	university	university	NOUN
essd-556	233	4	of	of	ADP
essd-556	233	5	california	california	PROPN
essd-556	233	6	press	press	PROPN
essd-556	233	7	.	.	PUNCT
essd-556	234	1	doi	doi	NOUN
essd-556	234	2	:	:	PUNCT
essd-556	235	1	https://doi.org/10.1525/luminos.6	https://doi.org/10.1525/luminos.6	PROPN
essd-556	235	2	4	4	NUM
essd-556	235	3	.	.	PUNCT
essd-556	235	4	bernardo	bernardo	PROPN
essd-556	235	5	r.	r.	PROPN
essd-556	235	6	(	(	PUNCT
essd-556	235	7	2018	2018	NUM
essd-556	235	8	)	)	PUNCT
essd-556	235	9	.	.	PUNCT
essd-556	236	1	2017	2017	NUM
essd-556	236	2	’s	’s	PART
essd-556	236	3	greenest	green	ADJ
essd-556	236	4	cities	city	NOUN
essd-556	236	5	in	in	ADP
essd-556	236	6	america	america	PROPN
essd-556	236	7	(	(	PUNCT
essd-556	236	8	wallethub	wallethub	NOUN
essd-556	236	9	)	)	PUNCT
essd-556	236	10	.	.	PUNCT
essd-556	236	11	retrieved	retrieve	VERB
essd-556	236	12	from	from	ADP
essd-556	236	13	https://wallethub.com	https://wallethub.com	X
essd-556	236	14	/edu	/edu	PUNCT
essd-556	236	15	/	/	SYM
essd-556	236	16	most	most	ADV
essd-556	236	17	-	-	PUNCT
essd-556	236	18	least	least	ADJ
essd-556	236	19	-	-	PUNCT
essd-556	236	20	green	green	ADJ
essd-556	236	21	-	-	PUNCT
essd-556	236	22	cities/16246/#methodology	cities/16246/#methodology	NOUN
essd-556	236	23	5	5	NUM
essd-556	236	24	.	.	PUNCT
essd-556	237	1	bettencourt	bettencourt	PROPN
essd-556	237	2	,	,	PUNCT
essd-556	237	3	l.	l.	PROPN
essd-556	237	4	,	,	PUNCT
essd-556	237	5	lobo	lobo	PROPN
essd-556	237	6	,	,	PUNCT
essd-556	237	7	j.	j.	PROPN
essd-556	237	8	,	,	PUNCT
essd-556	237	9	helbing	helbing	PROPN
essd-556	237	10	,	,	PUNCT
essd-556	237	11	d.	d.	PROPN
essd-556	237	12	,	,	PUNCT
essd-556	237	13	kuhnert	kuhnert	NOUN
essd-556	237	14	,	,	PUNCT
essd-556	237	15	c.	c.	PROPN
essd-556	237	16	,	,	PUNCT
essd-556	237	17	&	&	CCONJ
essd-556	237	18	west	west	PROPN
essd-556	237	19	,	,	PUNCT
essd-556	237	20	g.	g.	PROPN
essd-556	237	21	(	(	PUNCT
essd-556	237	22	2007	2007	NUM
essd-556	237	23	)	)	PUNCT
essd-556	237	24	.	.	PUNCT
essd-556	238	1	growth	growth	NOUN
essd-556	238	2	,	,	PUNCT
essd-556	238	3	innovation	innovation	NOUN
essd-556	238	4	,	,	PUNCT
essd-556	238	5	scaling	scaling	NOUN
essd-556	238	6	,	,	PUNCT
essd-556	238	7	and	and	CCONJ
essd-556	238	8	the	the	DET
essd-556	238	9	pace	pace	NOUN
essd-556	238	10	of	of	ADP
essd-556	238	11	life	life	NOUN
essd-556	238	12	in	in	ADP
essd-556	238	13	cities	city	NOUN
essd-556	238	14	.	.	PUNCT
essd-556	239	1	proceedings	proceeding	NOUN
essd-556	239	2	of	of	ADP
essd-556	239	3	the	the	DET
essd-556	239	4	national	national	PROPN
essd-556	239	5	academy	academy	PROPN
essd-556	239	6	of	of	ADP
essd-556	239	7	sciences	sciences	PROPN
essd-556	239	8	,	,	PUNCT
essd-556	239	9	104(17	104(17	NUM
essd-556	239	10	)	)	PUNCT
essd-556	239	11	,	,	PUNCT
essd-556	239	12	7301	7301	NUM
essd-556	239	13	-	-	SYM
essd-556	239	14	7306	7306	NUM
essd-556	239	15	.	.	PUNCT
essd-556	240	1	doi	doi	NOUN
essd-556	240	2	:	:	PUNCT
essd-556	240	3	10.1073	10.1073	NUM
essd-556	240	4	/	/	SYM
essd-556	240	5	pnas.0610172104	pnas.0610172104	PROPN
essd-556	240	6	6	6	NUM
essd-556	240	7	.	.	PUNCT
essd-556	241	1	bettencourt	bettencourt	PROPN
essd-556	241	2	,	,	PUNCT
essd-556	241	3	l.	l.	PROPN
essd-556	241	4	,	,	PUNCT
essd-556	241	5	&	&	CCONJ
essd-556	241	6	west	west	PROPN
essd-556	241	7	,	,	PUNCT
essd-556	241	8	g.	g.	PROPN
essd-556	241	9	(	(	PUNCT
essd-556	241	10	2010	2010	NUM
essd-556	241	11	)	)	PUNCT
essd-556	241	12	.	.	PUNCT
essd-556	242	1	a	a	DET
essd-556	242	2	unified	unified	ADJ
essd-556	242	3	theory	theory	NOUN
essd-556	242	4	of	of	ADP
essd-556	242	5	urban	urban	ADJ
essd-556	242	6	living	living	NOUN
essd-556	242	7	.	.	PUNCT
essd-556	243	1	nature	nature	NOUN
essd-556	243	2	,	,	PUNCT
essd-556	243	3	467(7318	467(7318	NUM
essd-556	243	4	)	)	PUNCT
essd-556	243	5	,	,	PUNCT
essd-556	243	6	912	912	NUM
essd-556	243	7	-	-	SYM
essd-556	243	8	913	913	NUM
essd-556	243	9	.	.	PUNCT
essd-556	244	1	doi	doi	NOUN
essd-556	244	2	:	:	PUNCT
essd-556	244	3	10.1038/467912a	10.1038/467912a	NUM
essd-556	244	4	7	7	NUM
essd-556	244	5	.	.	X
essd-556	244	6	feldman	feldman	PROPN
essd-556	244	7	,	,	PUNCT
essd-556	244	8	m.	m.	NOUN
essd-556	244	9	,	,	PUNCT
essd-556	244	10	&	&	CCONJ
essd-556	244	11	lendel	lendel	PROPN
essd-556	244	12	,	,	PUNCT
essd-556	244	13	i.	i.	PROPN
essd-556	244	14	(	(	PUNCT
essd-556	244	15	2010	2010	NUM
essd-556	244	16	)	)	PUNCT
essd-556	244	17	.	.	PUNCT
essd-556	245	1	under	under	ADP
essd-556	245	2	the	the	DET
essd-556	245	3	lens	len	NOUN
essd-556	245	4	:	:	PUNCT
essd-556	245	5	the	the	DET
essd-556	245	6	geography	geography	NOUN
essd-556	245	7	of	of	ADP
essd-556	245	8	optical	optical	ADJ
essd-556	245	9	science	science	NOUN
essd-556	245	10	as	as	ADP
essd-556	245	11	an	an	DET
essd-556	245	12	emerging	emerge	VERB
essd-556	245	13	industry	industry	NOUN
essd-556	245	14	.	.	PUNCT
essd-556	246	1	economic	economic	ADJ
essd-556	246	2	geography	geography	NOUN
essd-556	246	3	,	,	PUNCT
essd-556	246	4	86(2	86(2	PROPN
essd-556	246	5	)	)	PUNCT
essd-556	246	6	,	,	PUNCT
essd-556	246	7	147	147	NUM
essd-556	246	8	-	-	SYM
essd-556	246	9	171	171	NUM
essd-556	246	10	.	.	PUNCT
essd-556	247	1	doi	doi	NOUN
essd-556	247	2	:	:	PUNCT
essd-556	247	3	10.1111	10.1111	NUM
essd-556	247	4	/	/	SYM
essd-556	247	5	j.1944	j.1944	PROPN
essd-556	247	6	-	-	PUNCT
essd-556	247	7	8287.2010.01068.x	8287.2010.01068.x	NUM
essd-556	247	8	.	.	PUNCT
essd-556	248	1	8	8	NUM
essd-556	248	2	.	.	X
essd-556	249	1	florida	florida	PROPN
essd-556	249	2	,	,	PUNCT
essd-556	249	3	r.	r.	PROPN
essd-556	249	4	(	(	PUNCT
essd-556	249	5	2009	2009	NUM
essd-556	249	6	)	)	PUNCT
essd-556	249	7	.	.	PUNCT
essd-556	250	1	who	who	PRON
essd-556	250	2	’s	’	VERB
essd-556	250	3	your	your	PRON
essd-556	250	4	city	city	NOUN
essd-556	250	5	?	?	PUNCT
essd-556	250	6	.	.	PUNCT
essd-556	251	1	new	new	PROPN
essd-556	251	2	york	york	PROPN
essd-556	251	3	:	:	PUNCT
essd-556	251	4	basic	basic	ADJ
essd-556	251	5	books	book	NOUN
essd-556	251	6	.	.	PUNCT
essd-556	252	1	9	9	X
essd-556	252	2	.	.	X
essd-556	252	3	gaetani	gaetani	PROPN
essd-556	252	4	,	,	PUNCT
essd-556	252	5	r.	r.	PROPN
essd-556	252	6	,	,	PUNCT
essd-556	252	7	&	&	CCONJ
essd-556	252	8	berkes	berkes	PROPN
essd-556	252	9	,	,	PUNCT
essd-556	252	10	e.	e.	PROPN
essd-556	252	11	(	(	PUNCT
essd-556	252	12	2015	2015	NUM
essd-556	252	13	)	)	PUNCT
essd-556	252	14	.	.	PUNCT
essd-556	253	1	the	the	DET
essd-556	253	2	geography	geography	NOUN
essd-556	253	3	of	of	ADP
essd-556	253	4	unconventional	unconventional	ADJ
essd-556	253	5	innovation	innovation	NOUN
essd-556	253	6	.	.	PUNCT
essd-556	254	1	2015	2015	NUM
essd-556	254	2	meeting	meeting	NOUN
essd-556	254	3	papers	paper	NOUN
essd-556	254	4	,	,	PUNCT
essd-556	254	5	society	society	NOUN
essd-556	254	6	for	for	ADP
essd-556	254	7	economic	economic	ADJ
essd-556	254	8	dynamics	dynamic	NOUN
essd-556	254	9	,	,	PUNCT
essd-556	254	10	(	(	PUNCT
essd-556	254	11	896	896	NUM
essd-556	254	12	)	)	PUNCT
essd-556	254	13	.	.	PUNCT
essd-556	255	1	10	10	NUM
essd-556	255	2	.	.	PUNCT
essd-556	255	3	glaeser	glaeser	PROPN
essd-556	255	4	,	,	PUNCT
essd-556	255	5	e.	e.	PROPN
essd-556	255	6	(	(	PUNCT
essd-556	255	7	2014	2014	NUM
essd-556	255	8	)	)	PUNCT
essd-556	255	9	.	.	PUNCT
essd-556	256	1	triumph	triumph	NOUN
essd-556	256	2	of	of	ADP
essd-556	256	3	the	the	DET
essd-556	256	4	city	city	NOUN
essd-556	256	5	.	.	PUNCT
essd-556	257	1	new	new	PROPN
essd-556	257	2	york	york	PROPN
essd-556	257	3	:	:	PUNCT
essd-556	257	4	penguin	penguin	NOUN
essd-556	257	5	books	book	NOUN
essd-556	257	6	.	.	PUNCT
essd-556	258	1	11	11	NUM
essd-556	258	2	.	.	X
essd-556	259	1	johnson	johnson	PROPN
essd-556	259	2	,	,	PUNCT
essd-556	259	3	s.	s.	PROPN
essd-556	259	4	(	(	PUNCT
essd-556	259	5	2011	2011	NUM
essd-556	259	6	)	)	PUNCT
essd-556	259	7	.	.	PUNCT
essd-556	260	1	where	where	SCONJ
essd-556	260	2	good	good	ADJ
essd-556	260	3	ideas	idea	NOUN
essd-556	260	4	come	come	VERB
essd-556	260	5	from	from	ADP
essd-556	260	6	:	:	PUNCT
essd-556	260	7	the	the	DET
essd-556	260	8	natural	natural	ADJ
essd-556	260	9	history	history	NOUN
essd-556	260	10	of	of	ADP
essd-556	260	11	innovation	innovation	NOUN
essd-556	260	12	.	.	PUNCT
essd-556	261	1	choice	choice	NOUN
essd-556	261	2	reviews	review	NOUN
essd-556	261	3	online	online	ADV
essd-556	261	4	,	,	PUNCT
essd-556	261	5	48(10	48(10	NUM
essd-556	261	6	)	)	PUNCT
essd-556	261	7	,	,	PUNCT
essd-556	261	8	48	48	NUM
essd-556	261	9	-	-	SYM
essd-556	261	10	5785	5785	NUM
essd-556	261	11	-	-	PUNCT
essd-556	261	12	48	48	NUM
essd-556	261	13	-	-	SYM
essd-556	261	14	5785	5785	NUM
essd-556	261	15	.	.	PUNCT
essd-556	262	1	doi	doi	NOUN
essd-556	262	2	:	:	PUNCT
essd-556	262	3	10.5860	10.5860	NUM
essd-556	262	4	/	/	SYM
essd-556	262	5	choice.48	choice.48	NOUN
essd-556	262	6	-	-	PUNCT
essd-556	262	7	5785	5785	NUM
essd-556	262	8	12	12	NUM
essd-556	262	9	.	.	PUNCT
essd-556	263	1	lee	lee	PROPN
essd-556	263	2	,	,	PUNCT
essd-556	263	3	n.	n.	PROPN
essd-556	263	4	,	,	PUNCT
essd-556	263	5	&	&	CCONJ
essd-556	263	6	rodrı́guez	rodrı́guez	PROPN
essd-556	263	7	-	-	PUNCT
essd-556	263	8	pose	pose	VERB
essd-556	263	9	,	,	PUNCT
essd-556	263	10	a.	a.	NOUN
essd-556	263	11	(	(	PUNCT
essd-556	263	12	2014	2014	NUM
essd-556	263	13	)	)	PUNCT
essd-556	263	14	.	.	PUNCT
essd-556	264	1	creativity	creativity	NOUN
essd-556	264	2	,	,	PUNCT
essd-556	264	3	cities	city	NOUN
essd-556	264	4	,	,	PUNCT
essd-556	264	5	and	and	CCONJ
essd-556	264	6	innovation	innovation	NOUN
essd-556	264	7	.	.	PUNCT
essd-556	265	1	environment	environment	NOUN
essd-556	265	2	and	and	CCONJ
essd-556	265	3	planning	plan	VERB
essd-556	265	4	a	a	DET
essd-556	265	5	:	:	PUNCT
essd-556	265	6	economy	economy	NOUN
essd-556	265	7	and	and	CCONJ
essd-556	265	8	space	space	NOUN
essd-556	265	9	,	,	PUNCT
essd-556	265	10	46(5	46(5	NOUN
essd-556	265	11	)	)	PUNCT
essd-556	265	12	,	,	PUNCT
essd-556	265	13	1139	1139	NUM
essd-556	265	14	-	-	SYM
essd-556	265	15	1159	1159	NUM
essd-556	265	16	.	.	PUNCT
essd-556	266	1	doi	doi	NOUN
essd-556	266	2	:	:	PUNCT
essd-556	266	3	10.1068	10.1068	NUM
essd-556	266	4	/	/	SYM
essd-556	266	5	a46202	a46202	PROPN
essd-556	266	6	.	.	PUNCT
essd-556	267	1	13	13	NUM
essd-556	267	2	.	.	X
essd-556	268	1	newman	newman	PROPN
essd-556	268	2	,	,	PUNCT
essd-556	268	3	p.	p.	PROPN
essd-556	268	4	(	(	PUNCT
essd-556	268	5	1999	1999	NUM
essd-556	268	6	)	)	PUNCT
essd-556	268	7	.	.	PUNCT
essd-556	269	1	sustainability	sustainability	NOUN
essd-556	269	2	and	and	CCONJ
essd-556	269	3	cities	city	NOUN
essd-556	269	4	:	:	PUNCT
essd-556	269	5	extending	extend	VERB
essd-556	269	6	the	the	DET
essd-556	269	7	metabolism	metabolism	NOUN
essd-556	269	8	model	model	NOUN
essd-556	269	9	.	.	PUNCT
essd-556	270	1	landscape	landscape	NOUN
essd-556	270	2	and	and	CCONJ
essd-556	270	3	urban	urban	ADJ
essd-556	270	4	planning	planning	NOUN
essd-556	270	5	,	,	PUNCT
essd-556	270	6	44(4	44(4	NOUN
essd-556	270	7	)	)	PUNCT
essd-556	270	8	,	,	PUNCT
essd-556	270	9	219	219	NUM
essd-556	270	10	-	-	SYM
essd-556	270	11	226	226	NUM
essd-556	270	12	.	.	PUNCT
essd-556	271	1	doi	doi	NOUN
essd-556	271	2	:	:	PUNCT
essd-556	271	3	10.1016	10.1016	NUM
essd-556	271	4	/	/	SYM
essd-556	271	5	s0169	s0169	PROPN
essd-556	271	6	-	-	PUNCT
essd-556	271	7	2046(99)00009	2046(99)00009	NUM
essd-556	271	8	-	-	SYM
essd-556	271	9	2	2	NUM
essd-556	271	10	.	.	PUNCT
essd-556	272	1	14	14	NUM
essd-556	272	2	.	.	PUNCT
essd-556	273	1	sedgley	sedgley	NOUN
essd-556	273	2	,	,	PUNCT
essd-556	273	3	n.	n.	NOUN
essd-556	273	4	,	,	PUNCT
essd-556	273	5	&	&	CCONJ
essd-556	273	6	elmslie	elmslie	PROPN
essd-556	273	7	,	,	PUNCT
essd-556	273	8	b.	b.	PROPN
essd-556	273	9	(	(	PUNCT
essd-556	273	10	2011	2011	NUM
essd-556	273	11	)	)	PUNCT
essd-556	273	12	.	.	PUNCT
essd-556	274	1	do	do	AUX
essd-556	274	2	we	we	PRON
essd-556	274	3	still	still	ADV
essd-556	274	4	need	need	VERB
essd-556	274	5	cities	city	NOUN
essd-556	274	6	?	?	PUNCT
essd-556	275	1	evidence	evidence	NOUN
essd-556	275	2	on	on	ADP
essd-556	275	3	rates	rate	NOUN
essd-556	275	4	of	of	ADP
essd-556	275	5	innovation	innovation	NOUN
essd-556	275	6	from	from	ADP
essd-556	275	7	count	count	NOUN
essd-556	275	8	data	datum	NOUN
essd-556	275	9	models	model	NOUN
essd-556	275	10	of	of	ADP
essd-556	275	11	metropolitan	metropolitan	ADJ
essd-556	275	12	statistical	statistical	ADJ
essd-556	275	13	area	area	NOUN
essd-556	275	14	patents	patent	NOUN
essd-556	275	15	.	.	PUNCT
essd-556	276	1	american	american	PROPN
essd-556	276	2	journal	journal	PROPN
essd-556	276	3	of	of	ADP
essd-556	276	4	economics	economic	NOUN
essd-556	276	5	and	and	CCONJ
essd-556	276	6	sociology	sociology	NOUN
essd-556	276	7	,	,	PUNCT
essd-556	276	8	70(1	70(1	NOUN
essd-556	276	9	)	)	PUNCT
essd-556	276	10	,	,	PUNCT
essd-556	276	11	86	86	NUM
essd-556	276	12	-	-	SYM
essd-556	276	13	108	108	NUM
essd-556	276	14	.	.	PUNCT
essd-556	277	1	doi	doi	NOUN
essd-556	277	2	:	:	PUNCT
essd-556	277	3	10.1111	10.1111	NUM
essd-556	277	4	/	/	SYM
essd-556	277	5	j.1536	j.1536	NOUN
essd-556	277	6	-	-	PUNCT
essd-556	277	7	7150.2010.00764.x	7150.2010.00764.x	NUM
essd-556	277	8	.	.	PUNCT
essd-556	278	1	15	15	NUM
essd-556	278	2	.	.	PUNCT
essd-556	278	3	shearmur	shearmur	PROPN
essd-556	278	4	,	,	PUNCT
essd-556	278	5	r.	r.	PROPN
essd-556	278	6	(	(	PUNCT
essd-556	278	7	2012	2012	NUM
essd-556	278	8	)	)	PUNCT
essd-556	278	9	.	.	PUNCT
essd-556	279	1	are	be	AUX
essd-556	279	2	cities	city	NOUN
essd-556	279	3	the	the	DET
essd-556	279	4	font	font	NOUN
essd-556	279	5	of	of	ADP
essd-556	279	6	innovation	innovation	NOUN
essd-556	279	7	?	?	PUNCT
essd-556	280	1	a	a	DET
essd-556	280	2	critical	critical	ADJ
essd-556	280	3	review	review	NOUN
essd-556	280	4	of	of	ADP
essd-556	280	5	the	the	DET
essd-556	280	6	literature	literature	NOUN
essd-556	280	7	on	on	ADP
essd-556	280	8	cities	city	NOUN
essd-556	280	9	and	and	CCONJ
essd-556	280	10	innovation	innovation	NOUN
essd-556	280	11	.	.	PUNCT
essd-556	281	1	cities	city	NOUN
essd-556	281	2	,	,	PUNCT
essd-556	281	3	29	29	NUM
essd-556	281	4	,	,	PUNCT
essd-556	281	5	s9	s9	NOUN
essd-556	281	6	-	-	PUNCT
essd-556	281	7	s18	s18	PROPN
essd-556	281	8	.	.	PUNCT
essd-556	282	1	doi	doi	NOUN
essd-556	282	2	:	:	PUNCT
essd-556	282	3	10.1016	10.1016	NUM
essd-556	282	4	/	/	SYM
essd-556	282	5	j.cities.2012.06.008	j.cities.2012.06.008	PROPN
essd-556	282	6	.	.	PUNCT
essd-556	283	1	16	16	NUM
essd-556	283	2	.	.	PUNCT
essd-556	284	1	unit	unit	PROPN
essd-556	284	2	ei	ei	PROPN
essd-556	284	3	,	,	PUNCT
essd-556	284	4	siemens	siemens	PROPN
essd-556	284	5	ag	ag	PROPN
essd-556	284	6	.	.	PUNCT
essd-556	284	7	(	(	PUNCT
essd-556	284	8	2009	2009	NUM
essd-556	284	9	)	)	PUNCT
essd-556	284	10	.	.	PUNCT
essd-556	285	1	european	european	ADJ
essd-556	285	2	green	green	PROPN
essd-556	285	3	city	city	PROPN
essd-556	285	4	index	index	NOUN
essd-556	285	5	(	(	PUNCT
essd-556	285	6	p.	p.	NOUN
essd-556	285	7	51	51	NUM
essd-556	285	8	)	)	PUNCT
essd-556	285	9	.	.	PUNCT
essd-556	286	1	munich	munich	PROPN
essd-556	286	2	:	:	PUNCT
essd-556	286	3	siemens	siemens	PROPN
essd-556	286	4	ag	ag	PROPN
essd-556	286	5	.	.	PUNCT
essd-556	286	6	u.s	u.s	PROPN
essd-556	286	7	.	.	PROPN
essd-556	286	8	patent	patent	NOUN
essd-556	286	9	and	and	CCONJ
essd-556	286	10	trademark	trademark	NOUN
essd-556	286	11	office	office	NOUN
essd-556	286	12	.	.	PUNCT
essd-556	287	1	(	(	PUNCT
essd-556	287	2	2000	2000	NUM
essd-556	287	3	)	)	PUNCT
essd-556	287	4	.	.	PUNCT
essd-556	287	5	.	.	PUNCT
essd-556	288	1	17	17	NUM
essd-556	288	2	.	.	PUNCT
essd-556	289	1	united	united	PROPN
essd-556	289	2	states	states	PROPN
essd-556	289	3	patent	patent	NOUN
essd-556	289	4	grants	grant	NOUN
essd-556	289	5	by	by	ADP
essd-556	289	6	state	state	NOUN
essd-556	289	7	,	,	PUNCT
essd-556	289	8	county	county	NOUN
essd-556	289	9	,	,	PUNCT
essd-556	289	10	and	and	CCONJ
essd-556	289	11	metropolitan	metropolitan	ADJ
essd-556	289	12	area	area	NOUN
essd-556	289	13	(	(	PUNCT
essd-556	289	14	utility	utility	NOUN
essd-556	289	15	patents	patent	NOUN
essd-556	289	16	,	,	PUNCT
essd-556	289	17	1990	1990	NUM
essd-556	289	18	1999	1999	NUM
essd-556	289	19	)	)	PUNCT
essd-556	289	20	.	.	PUNCT
essd-556	290	1	office	office	NOUN
essd-556	290	2	for	for	ADP
essd-556	290	3	patent	patent	NOUN
essd-556	290	4	and	and	CCONJ
essd-556	290	5	trademark	trademark	NOUN
essd-556	290	6	information	information	NOUN
essd-556	290	7	washington	washington	PROPN
essd-556	290	8	,	,	PUNCT
essd-556	290	9	dc	dc	PROPN
essd-556	290	10	20231	20231	NUM
essd-556	290	11	.	.	PUNCT
essd-556	291	1	18	18	NUM
essd-556	291	2	.	.	X
essd-556	292	1	zimmermann	zimmermann	PROPN
essd-556	292	2	,	,	PUNCT
essd-556	292	3	m.	m.	NOUN
essd-556	292	4	(	(	PUNCT
essd-556	292	5	2013	2013	NUM
essd-556	292	6	)	)	PUNCT
essd-556	292	7	.	.	PUNCT
essd-556	293	1	the	the	DET
essd-556	293	2	economy	economy	NOUN
essd-556	293	3	of	of	ADP
essd-556	293	4	green	green	ADJ
essd-556	293	5	cities	city	NOUN
essd-556	293	6	.	.	PUNCT
essd-556	294	1	springer	springer	NOUN
essd-556	294	2	.	.	PUNCT
essd-556	295	1	pg	pg	INTJ
essd-556	295	2	.	.	PUNCT
essd-556	296	1	74	74	NUM
essd-556	296	2	introduction	introduction	NOUN
essd-556	296	3	methodology	methodology	NOUN
essd-556	296	4	the	the	DET
essd-556	296	5	scope	scope	NOUN
essd-556	296	6	of	of	ADP
essd-556	296	7	study	study	VERB
essd-556	296	8	the	the	DET
essd-556	296	9	database	database	NOUN
essd-556	296	10	and	and	CCONJ
essd-556	296	11	indicators	indicator	NOUN
essd-556	296	12	results	result	VERB
essd-556	296	13	and	and	CCONJ
essd-556	296	14	discussion	discussion	NOUN
essd-556	296	15	interpretation	interpretation	NOUN
essd-556	296	16	of	of	ADP
essd-556	296	17	the	the	DET
essd-556	296	18	results	result	NOUN
essd-556	296	19	linkages	linkage	NOUN
essd-556	296	20	between	between	ADP
essd-556	296	21	the	the	DET
essd-556	296	22	dependant	dependant	ADJ
essd-556	296	23	variable	variable	NOUN
essd-556	296	24	and	and	CCONJ
essd-556	296	25	one	one	NUM
essd-556	296	26	independent	independent	ADJ
essd-556	296	27	variable	variable	ADJ
essd-556	296	28	alternative	alternative	NOUN
essd-556	296	29	fit	fit	ADJ
essd-556	296	30	to	to	ADP
essd-556	296	31	the	the	DET
essd-556	296	32	data	datum	NOUN
essd-556	296	33	conclusions	conclusion	NOUN
essd-556	296	34	references	reference	NOUN