id	sid	tid	token	lemma	pos
consilience-8249	1	1	consilience	consilience	NOUN
consilience-8249	1	2	:	:	PUNCT
consilience-8249	1	3	the	the	DET
consilience-8249	1	4	journal	journal	NOUN
consilience-8249	1	5	of	of	ADP
consilience-8249	1	6	sustainable	sustainable	ADJ
consilience-8249	1	7	development	development	PROPN
consilience-8249	1	8	iss	iss	PROPN
consilience-8249	1	9	.	.	PROPN
consilience-8249	1	10	25	25	NUM
consilience-8249	1	11	(	(	PUNCT
consilience-8249	1	12	2021	2021	NUM
consilience-8249	1	13	-	-	SYM
consilience-8249	1	14	22	22	NUM
consilience-8249	1	15	)	)	PUNCT
consilience-8249	1	16	using	use	VERB
consilience-8249	1	17	spatial	spatial	ADJ
consilience-8249	1	18	context	context	NOUN
consilience-8249	1	19	and	and	CCONJ
consilience-8249	1	20	demographic	demographic	ADJ
consilience-8249	1	21	analysis	analysis	NOUN
consilience-8249	1	22	to	to	PART
consilience-8249	1	23	assess	assess	VERB
consilience-8249	1	24	surface	surface	NOUN
consilience-8249	1	25	permeability	permeability	NOUN
consilience-8249	1	26	in	in	ADP
consilience-8249	1	27	philadelphia	philadelphia	PROPN
consilience-8249	1	28	nicholas	nicholas	PROPN
consilience-8249	1	29	zhu	zhu	PROPN
consilience-8249	1	30	urban	urban	PROPN
consilience-8249	1	31	studies	studies	PROPN
consilience-8249	1	32	program	program	NOUN
consilience-8249	1	33	advised	advise	VERB
consilience-8249	1	34	by	by	ADP
consilience-8249	1	35	:	:	PUNCT
consilience-8249	1	36	dr	dr	PROPN
consilience-8249	1	37	.	.	PROPN
consilience-8249	1	38	elaine	elaine	PROPN
consilience-8249	1	39	simon	simon	PROPN
consilience-8249	1	40	and	and	CCONJ
consilience-8249	1	41	dr	dr	PROPN
consilience-8249	1	42	.	.	PROPN
consilience-8249	1	43	elizabeth	elizabeth	PROPN
consilience-8249	1	44	greenspan	greenspan	PROPN
consilience-8249	1	45	university	university	PROPN
consilience-8249	1	46	of	of	ADP
consilience-8249	1	47	pennsylvania	pennsylvania	PROPN
consilience-8249	1	48	abstract	abstract	PROPN
consilience-8249	1	49	surface	surface	NOUN
consilience-8249	1	50	permeability	permeability	NOUN
consilience-8249	1	51	significantly	significantly	ADV
consilience-8249	1	52	impacts	impact	VERB
consilience-8249	1	53	the	the	DET
consilience-8249	1	54	urban	urban	ADJ
consilience-8249	1	55	environment	environment	NOUN
consilience-8249	1	56	.	.	PUNCT
consilience-8249	2	1	specifically	specifically	ADV
consilience-8249	2	2	,	,	PUNCT
consilience-8249	2	3	impermeable	impermeable	ADJ
consilience-8249	2	4	surfaces	surface	NOUN
consilience-8249	2	5	result	result	VERB
consilience-8249	2	6	in	in	ADP
consilience-8249	2	7	runoff	runoff	NOUN
consilience-8249	2	8	,	,	PUNCT
consilience-8249	2	9	which	which	PRON
consilience-8249	2	10	in	in	ADP
consilience-8249	2	11	turn	turn	NOUN
consilience-8249	2	12	causes	cause	VERB
consilience-8249	2	13	flooding	flooding	NOUN
consilience-8249	2	14	and	and	CCONJ
consilience-8249	2	15	pollution	pollution	NOUN
consilience-8249	2	16	.	.	PUNCT
consilience-8249	3	1	left	leave	VERB
consilience-8249	3	2	unchecked	unchecked	ADJ
consilience-8249	3	3	,	,	PUNCT
consilience-8249	3	4	impermeable	impermeable	ADJ
consilience-8249	3	5	surfaces	surface	NOUN
consilience-8249	3	6	can	can	AUX
consilience-8249	3	7	lead	lead	VERB
consilience-8249	3	8	to	to	ADP
consilience-8249	3	9	hazardous	hazardous	ADJ
consilience-8249	3	10	conditions	condition	NOUN
consilience-8249	3	11	for	for	ADP
consilience-8249	3	12	unlucky	unlucky	ADJ
consilience-8249	3	13	city	city	NOUN
consilience-8249	3	14	residents	resident	NOUN
consilience-8249	3	15	.	.	PUNCT
consilience-8249	4	1	these	these	DET
consilience-8249	4	2	concerns	concern	NOUN
consilience-8249	4	3	are	be	AUX
consilience-8249	4	4	prominent	prominent	ADJ
consilience-8249	4	5	in	in	ADP
consilience-8249	4	6	philadelphia	philadelphia	PROPN
consilience-8249	4	7	,	,	PUNCT
consilience-8249	4	8	and	and	CCONJ
consilience-8249	4	9	in	in	ADP
consilience-8249	4	10	response	response	NOUN
consilience-8249	4	11	the	the	DET
consilience-8249	4	12	municipal	municipal	ADJ
consilience-8249	4	13	government	government	NOUN
consilience-8249	4	14	has	have	AUX
consilience-8249	4	15	launched	launch	VERB
consilience-8249	4	16	an	an	DET
consilience-8249	4	17	ambitious	ambitious	ADJ
consilience-8249	4	18	plan	plan	NOUN
consilience-8249	4	19	to	to	PART
consilience-8249	4	20	increase	increase	VERB
consilience-8249	4	21	permeability	permeability	NOUN
consilience-8249	4	22	by	by	ADP
consilience-8249	4	23	installing	instal	VERB
consilience-8249	4	24	green	green	ADJ
consilience-8249	4	25	infrastructure	infrastructure	NOUN
consilience-8249	4	26	.	.	PUNCT
consilience-8249	5	1	this	this	DET
consilience-8249	5	2	paper	paper	NOUN
consilience-8249	5	3	explores	explore	VERB
consilience-8249	5	4	how	how	SCONJ
consilience-8249	5	5	spatial	spatial	ADJ
consilience-8249	5	6	and	and	CCONJ
consilience-8249	5	7	demographic	demographic	ADJ
consilience-8249	5	8	research	research	NOUN
consilience-8249	5	9	can	can	AUX
consilience-8249	5	10	be	be	AUX
consilience-8249	5	11	combined	combine	VERB
consilience-8249	5	12	to	to	PART
consilience-8249	5	13	provide	provide	VERB
consilience-8249	5	14	a	a	DET
consilience-8249	5	15	holistic	holistic	ADJ
consilience-8249	5	16	assessment	assessment	NOUN
consilience-8249	5	17	of	of	ADP
consilience-8249	5	18	surface	surface	NOUN
consilience-8249	5	19	permeability	permeability	NOUN
consilience-8249	5	20	across	across	ADP
consilience-8249	5	21	one	one	NUM
consilience-8249	5	22	of	of	ADP
consilience-8249	5	23	america	america	PROPN
consilience-8249	5	24	’s	’s	PART
consilience-8249	5	25	largest	large	ADJ
consilience-8249	5	26	cities	city	NOUN
consilience-8249	5	27	.	.	PUNCT
consilience-8249	6	1	first	first	ADV
consilience-8249	6	2	,	,	PUNCT
consilience-8249	6	3	2020	2020	NUM
consilience-8249	6	4	satellite	satellite	NOUN
consilience-8249	6	5	imagery	imagery	NOUN
consilience-8249	6	6	,	,	PUNCT
consilience-8249	6	7	provided	provide	VERB
consilience-8249	6	8	by	by	ADP
consilience-8249	6	9	the	the	DET
consilience-8249	6	10	united	united	PROPN
consilience-8249	6	11	states	states	PROPN
consilience-8249	6	12	geological	geological	ADJ
consilience-8249	6	13	survey	survey	NOUN
consilience-8249	6	14	(	(	PUNCT
consilience-8249	6	15	usgs	usgs	PROPN
consilience-8249	6	16	)	)	PUNCT
consilience-8249	6	17	,	,	PUNCT
consilience-8249	6	18	was	be	AUX
consilience-8249	6	19	used	use	VERB
consilience-8249	6	20	to	to	PART
consilience-8249	6	21	classify	classify	VERB
consilience-8249	6	22	permeable	permeable	ADJ
consilience-8249	6	23	and	and	CCONJ
consilience-8249	6	24	impermeable	impermeable	ADJ
consilience-8249	6	25	surfaces	surface	NOUN
consilience-8249	6	26	over	over	ADP
consilience-8249	6	27	the	the	DET
consilience-8249	6	28	entire	entire	ADJ
consilience-8249	6	29	city	city	NOUN
consilience-8249	6	30	.	.	PUNCT
consilience-8249	7	1	next	next	ADJ
consilience-8249	7	2	,	,	PUNCT
consilience-8249	7	3	demographic	demographic	ADJ
consilience-8249	7	4	data	datum	NOUN
consilience-8249	7	5	from	from	ADP
consilience-8249	7	6	the	the	DET
consilience-8249	7	7	2014	2014	NUM
consilience-8249	7	8	-	-	SYM
consilience-8249	7	9	2018	2018	NUM
consilience-8249	7	10	american	american	ADJ
consilience-8249	7	11	community	community	NOUN
consilience-8249	7	12	survey	survey	NOUN
consilience-8249	7	13	(	(	PUNCT
consilience-8249	7	14	acs	acs	PROPN
consilience-8249	7	15	)	)	PUNCT
consilience-8249	7	16	–	–	PUNCT
consilience-8249	7	17	household	household	NOUN
consilience-8249	7	18	income	income	NOUN
consilience-8249	7	19	,	,	PUNCT
consilience-8249	7	20	rent	rent	NOUN
consilience-8249	7	21	,	,	PUNCT
consilience-8249	7	22	and	and	CCONJ
consilience-8249	7	23	home	home	NOUN
consilience-8249	7	24	value	value	NOUN
consilience-8249	7	25	,	,	PUNCT
consilience-8249	7	26	all	all	PRON
consilience-8249	7	27	by	by	ADP
consilience-8249	7	28	census	census	NOUN
consilience-8249	7	29	block	block	NOUN
consilience-8249	7	30	group	group	NOUN
consilience-8249	7	31	–	–	PUNCT
consilience-8249	7	32	were	be	AUX
consilience-8249	7	33	individually	individually	ADV
consilience-8249	7	34	merged	merge	VERB
consilience-8249	7	35	with	with	ADP
consilience-8249	7	36	the	the	DET
consilience-8249	7	37	surface	surface	NOUN
consilience-8249	7	38	permeability	permeability	NOUN
consilience-8249	7	39	classification	classification	NOUN
consilience-8249	7	40	to	to	PART
consilience-8249	7	41	generate	generate	VERB
consilience-8249	7	42	three	three	NUM
consilience-8249	7	43	overlays	overlay	NOUN
consilience-8249	7	44	.	.	PUNCT
consilience-8249	8	1	for	for	ADP
consilience-8249	8	2	example	example	NOUN
consilience-8249	8	3	,	,	PUNCT
consilience-8249	8	4	surface	surface	NOUN
consilience-8249	8	5	permeability	permeability	NOUN
consilience-8249	8	6	was	be	AUX
consilience-8249	8	7	correlated	correlate	VERB
consilience-8249	8	8	with	with	ADP
consilience-8249	8	9	household	household	NOUN
consilience-8249	8	10	income	income	NOUN
consilience-8249	8	11	.	.	PUNCT
consilience-8249	9	1	upon	upon	SCONJ
consilience-8249	9	2	quantitative	quantitative	ADJ
consilience-8249	9	3	and	and	CCONJ
consilience-8249	9	4	qualitative	qualitative	ADJ
consilience-8249	9	5	examination	examination	NOUN
consilience-8249	9	6	of	of	ADP
consilience-8249	9	7	these	these	DET
consilience-8249	9	8	overlays	overlay	NOUN
consilience-8249	9	9	,	,	PUNCT
consilience-8249	9	10	it	it	PRON
consilience-8249	9	11	was	be	AUX
consilience-8249	9	12	found	find	VERB
consilience-8249	9	13	that	that	SCONJ
consilience-8249	9	14	impermeable	impermeable	ADJ
consilience-8249	9	15	surfaces	surface	NOUN
consilience-8249	9	16	are	be	AUX
consilience-8249	9	17	unevenly	unevenly	ADV
consilience-8249	9	18	distributed	distribute	VERB
consilience-8249	9	19	and	and	CCONJ
consilience-8249	9	20	inequitably	inequitably	ADV
consilience-8249	9	21	concentrated	concentrate	VERB
consilience-8249	9	22	in	in	ADP
consilience-8249	9	23	philadelphia	philadelphia	PROPN
consilience-8249	9	24	’s	’s	PART
consilience-8249	9	25	lessaffluent	lessaffluent	ADJ
consilience-8249	9	26	communities	community	NOUN
consilience-8249	9	27	.	.	PUNCT
consilience-8249	10	1	overall	overall	ADV
consilience-8249	10	2	,	,	PUNCT
consilience-8249	10	3	the	the	DET
consilience-8249	10	4	methodology	methodology	NOUN
consilience-8249	10	5	used	use	VERB
consilience-8249	10	6	in	in	ADP
consilience-8249	10	7	this	this	DET
consilience-8249	10	8	research	research	NOUN
consilience-8249	10	9	demonstrates	demonstrate	VERB
consilience-8249	10	10	a	a	DET
consilience-8249	10	11	multi	multi	ADJ
consilience-8249	10	12	-	-	ADJ
consilience-8249	10	13	disciplinary	disciplinary	ADJ
consilience-8249	10	14	and	and	CCONJ
consilience-8249	10	15	reproducible	reproducible	ADJ
consilience-8249	10	16	procedure	procedure	NOUN
consilience-8249	10	17	for	for	ADP
consilience-8249	10	18	joint	joint	ADJ
consilience-8249	10	19	environmental	environmental	ADJ
consilience-8249	10	20	-	-	PUNCT
consilience-8249	10	21	demographic	demographic	ADJ
consilience-8249	10	22	research	research	NOUN
consilience-8249	10	23	.	.	PUNCT
consilience-8249	11	1	additionally	additionally	ADV
consilience-8249	11	2	,	,	PUNCT
consilience-8249	11	3	the	the	DET
consilience-8249	11	4	conclusions	conclusion	NOUN
consilience-8249	11	5	reached	reach	VERB
consilience-8249	11	6	offer	offer	NOUN
consilience-8249	11	7	location	location	NOUN
consilience-8249	11	8	-	-	PUNCT
consilience-8249	11	9	specific	specific	ADJ
consilience-8249	11	10	insights	insight	NOUN
consilience-8249	11	11	that	that	PRON
consilience-8249	11	12	can	can	AUX
consilience-8249	11	13	help	help	VERB
consilience-8249	11	14	inform	inform	VERB
consilience-8249	11	15	philadelphia	philadelphia	PROPN
consilience-8249	11	16	’s	’s	PART
consilience-8249	11	17	future	future	ADJ
consilience-8249	11	18	green	green	ADJ
consilience-8249	11	19	infrastructure	infrastructure	NOUN
consilience-8249	11	20	investments	investment	NOUN
consilience-8249	11	21	and	and	CCONJ
consilience-8249	11	22	runoff	runoff	NOUN
consilience-8249	11	23	mitigation	mitigation	NOUN
consilience-8249	11	24	strategies	strategy	NOUN
consilience-8249	11	25	.	.	PUNCT
consilience-8249	12	1	introduction	introduction	NOUN
consilience-8249	12	2	surface	surface	NOUN
consilience-8249	12	3	permeability	permeability	NOUN
consilience-8249	12	4	is	be	AUX
consilience-8249	12	5	often	often	ADV
consilience-8249	12	6	overlooked	overlook	VERB
consilience-8249	12	7	.	.	PUNCT
consilience-8249	13	1	truth	truth	NOUN
consilience-8249	13	2	be	be	AUX
consilience-8249	13	3	told	tell	VERB
consilience-8249	13	4	,	,	PUNCT
consilience-8249	13	5	ground	ground	NOUN
consilience-8249	13	6	observation	observation	NOUN
consilience-8249	13	7	is	be	AUX
consilience-8249	13	8	usually	usually	ADV
consilience-8249	13	9	for	for	ADP
consilience-8249	13	10	avoiding	avoid	VERB
consilience-8249	13	11	puddles	puddle	NOUN
consilience-8249	13	12	,	,	PUNCT
consilience-8249	13	13	or	or	CCONJ
consilience-8249	13	14	worse	bad	ADJ
consilience-8249	13	15	,	,	PUNCT
consilience-8249	13	16	the	the	DET
consilience-8249	13	17	trails	trail	NOUN
consilience-8249	13	18	of	of	ADP
consilience-8249	13	19	a	a	DET
consilience-8249	13	20	dog	dog	NOUN
consilience-8249	13	21	owner	owner	NOUN
consilience-8249	13	22	without	without	ADP
consilience-8249	13	23	a	a	DET
consilience-8249	13	24	plastic	plastic	ADJ
consilience-8249	13	25	bag	bag	NOUN
consilience-8249	13	26	.	.	PUNCT
consilience-8249	14	1	even	even	ADV
consilience-8249	14	2	though	though	SCONJ
consilience-8249	14	3	surface	surface	NOUN
consilience-8249	14	4	permeability	permeability	NOUN
consilience-8249	14	5	is	be	AUX
consilience-8249	14	6	easily	easily	ADV
consilience-8249	14	7	forgotten	forget	VERB
consilience-8249	14	8	,	,	PUNCT
consilience-8249	14	9	it	it	PRON
consilience-8249	14	10	is	be	AUX
consilience-8249	14	11	critical	critical	ADJ
consilience-8249	14	12	to	to	ADP
consilience-8249	14	13	the	the	DET
consilience-8249	14	14	environmental	environmental	ADJ
consilience-8249	14	15	health	health	NOUN
consilience-8249	14	16	of	of	ADP
consilience-8249	14	17	cities	city	NOUN
consilience-8249	14	18	.	.	PUNCT
consilience-8249	15	1	impermeable	impermeable	ADJ
consilience-8249	15	2	surfaces	surface	NOUN
consilience-8249	15	3	which	which	PRON
consilience-8249	15	4	include	include	VERB
consilience-8249	15	5	common	common	ADJ
consilience-8249	15	6	materials	material	NOUN
consilience-8249	15	7	such	such	ADJ
consilience-8249	15	8	as	as	ADP
consilience-8249	15	9	concrete	concrete	ADJ
consilience-8249	15	10	,	,	PUNCT
consilience-8249	15	11	asphalt	asphalt	NOUN
consilience-8249	15	12	,	,	PUNCT
consilience-8249	15	13	gravel	gravel	NOUN
consilience-8249	15	14	,	,	PUNCT
consilience-8249	15	15	and	and	CCONJ
consilience-8249	15	16	tar	tar	NOUN
consilience-8249	15	17	–	–	PUNCT
consilience-8249	15	18	lead	lead	NOUN
consilience-8249	15	19	to	to	ADP
consilience-8249	15	20	flooding	flooding	NOUN
consilience-8249	15	21	and	and	CCONJ
consilience-8249	15	22	stormwater	stormwater	NOUN
consilience-8249	15	23	runoff	runoff	NOUN
consilience-8249	15	24	.	.	PUNCT
consilience-8249	16	1	runoff	runoff	NOUN
consilience-8249	16	2	is	be	AUX
consilience-8249	16	3	particularly	particularly	ADV
consilience-8249	16	4	a	a	DET
consilience-8249	16	5	problem	problem	NOUN
consilience-8249	16	6	in	in	ADP
consilience-8249	16	7	cities	city	NOUN
consilience-8249	16	8	with	with	ADP
consilience-8249	16	9	combined	combined	ADJ
consilience-8249	16	10	waste	waste	NOUN
consilience-8249	16	11	-	-	PUNCT
consilience-8249	16	12	stormwater	stormwater	NOUN
consilience-8249	16	13	sewer	sewer	NOUN
consilience-8249	16	14	systems	system	NOUN
consilience-8249	16	15	:	:	PUNCT
consilience-8249	16	16	philadelphia	philadelphia	PROPN
consilience-8249	16	17	is	be	AUX
consilience-8249	16	18	such	such	DET
consilience-8249	16	19	a	a	DET
consilience-8249	16	20	city	city	NOUN
consilience-8249	16	21	.	.	PUNCT
consilience-8249	17	1	when	when	SCONJ
consilience-8249	17	2	it	it	PRON
consilience-8249	17	3	rains	rain	VERB
consilience-8249	17	4	,	,	PUNCT
consilience-8249	17	5	these	these	DET
consilience-8249	17	6	sewers	sewer	NOUN
consilience-8249	17	7	can	can	AUX
consilience-8249	17	8	not	not	PART
consilience-8249	17	9	handle	handle	VERB
consilience-8249	17	10	the	the	DET
consilience-8249	17	11	sheer	sheer	ADJ
consilience-8249	17	12	volume	volume	NOUN
consilience-8249	17	13	of	of	ADP
consilience-8249	17	14	liquid	liquid	NOUN
consilience-8249	17	15	and	and	CCONJ
consilience-8249	17	16	subsequently	subsequently	ADV
consilience-8249	17	17	release	release	VERB
consilience-8249	17	18	excess	excess	ADJ
consilience-8249	17	19	untreated	untreated	ADJ
consilience-8249	17	20	waste	waste	NOUN
consilience-8249	17	21	into	into	ADP
consilience-8249	17	22	local	local	ADJ
consilience-8249	17	23	waterways	waterway	NOUN
consilience-8249	17	24	.	.	PUNCT
consilience-8249	18	1	this	this	DET
consilience-8249	18	2	process	process	NOUN
consilience-8249	18	3	–	–	PUNCT
consilience-8249	18	4	called	call	VERB
consilience-8249	18	5	2	2	NUM
consilience-8249	18	6	consilience	consilience	NOUN
consilience-8249	18	7	combined	combine	VERB
consilience-8249	18	8	sewer	sewer	NOUN
consilience-8249	18	9	overflow	overflow	NOUN
consilience-8249	18	10	(	(	PUNCT
consilience-8249	18	11	cso)–is	cso)–is	ADV
consilience-8249	18	12	severely	severely	ADV
consilience-8249	18	13	detrimental	detrimental	ADJ
consilience-8249	18	14	to	to	ADP
consilience-8249	18	15	human	human	ADJ
consilience-8249	18	16	health	health	NOUN
consilience-8249	18	17	and	and	CCONJ
consilience-8249	18	18	the	the	DET
consilience-8249	18	19	environment	environment	NOUN
consilience-8249	18	20	.	.	PUNCT
consilience-8249	19	1	flooding	flooding	NOUN
consilience-8249	19	2	is	be	AUX
consilience-8249	19	3	also	also	ADV
consilience-8249	19	4	a	a	DET
consilience-8249	19	5	major	major	ADJ
consilience-8249	19	6	threat	threat	NOUN
consilience-8249	19	7	to	to	ADP
consilience-8249	19	8	cities	city	NOUN
consilience-8249	19	9	,	,	PUNCT
consilience-8249	19	10	as	as	SCONJ
consilience-8249	19	11	demonstrated	demonstrate	VERB
consilience-8249	19	12	by	by	ADP
consilience-8249	19	13	the	the	DET
consilience-8249	19	14	devastation	devastation	NOUN
consilience-8249	19	15	wrought	work	VERB
consilience-8249	19	16	by	by	ADP
consilience-8249	19	17	hurricane	hurricane	PROPN
consilience-8249	19	18	katrina	katrina	PROPN
consilience-8249	19	19	on	on	ADP
consilience-8249	19	20	new	new	PROPN
consilience-8249	19	21	orleans	orleans	PROPN
consilience-8249	19	22	.	.	PUNCT
consilience-8249	20	1	permeable	permeable	ADJ
consilience-8249	20	2	surfaces	surface	NOUN
consilience-8249	20	3	protect	protect	VERB
consilience-8249	20	4	against	against	ADP
consilience-8249	20	5	such	such	ADJ
consilience-8249	20	6	environmental	environmental	ADJ
consilience-8249	20	7	damage	damage	NOUN
consilience-8249	20	8	by	by	ADP
consilience-8249	20	9	absorbing	absorb	VERB
consilience-8249	20	10	stormwater	stormwater	NOUN
consilience-8249	20	11	and	and	CCONJ
consilience-8249	20	12	ensuring	ensure	VERB
consilience-8249	20	13	that	that	SCONJ
consilience-8249	20	14	sewers	sewer	NOUN
consilience-8249	20	15	are	be	AUX
consilience-8249	20	16	not	not	PART
consilience-8249	20	17	overwhelmed	overwhelmed	ADJ
consilience-8249	20	18	.	.	PUNCT
consilience-8249	21	1	as	as	SCONJ
consilience-8249	21	2	demonstrated	demonstrate	VERB
consilience-8249	21	3	by	by	ADP
consilience-8249	21	4	hurricane	hurricane	PROPN
consilience-8249	21	5	katrina	katrina	PROPN
consilience-8249	21	6	,	,	PUNCT
consilience-8249	21	7	flood	flood	NOUN
consilience-8249	21	8	mitigation	mitigation	NOUN
consilience-8249	21	9	infrastructure	infrastructure	NOUN
consilience-8249	21	10	is	be	AUX
consilience-8249	21	11	not	not	PART
consilience-8249	21	12	equitably	equitably	ADV
consilience-8249	21	13	distributed	distribute	VERB
consilience-8249	21	14	across	across	ADP
consilience-8249	21	15	cities	city	NOUN
consilience-8249	21	16	:	:	PUNCT
consilience-8249	21	17	poorer	poor	ADJ
consilience-8249	21	18	neighborhoods	neighborhood	NOUN
consilience-8249	21	19	are	be	AUX
consilience-8249	21	20	often	often	ADV
consilience-8249	21	21	left	leave	VERB
consilience-8249	21	22	more	more	ADV
consilience-8249	21	23	susceptible	susceptible	ADJ
consilience-8249	21	24	to	to	ADP
consilience-8249	21	25	stormwater	stormwater	NOUN
consilience-8249	21	26	hazards	hazard	NOUN
consilience-8249	21	27	.	.	PUNCT
consilience-8249	22	1	this	this	DET
consilience-8249	22	2	study	study	NOUN
consilience-8249	22	3	examines	examine	VERB
consilience-8249	22	4	the	the	DET
consilience-8249	22	5	relationship	relationship	NOUN
consilience-8249	22	6	between	between	ADP
consilience-8249	22	7	surface	surface	NOUN
consilience-8249	22	8	permeability	permeability	NOUN
consilience-8249	22	9	and	and	CCONJ
consilience-8249	22	10	socioeconomic	socioeconomic	ADJ
consilience-8249	22	11	factors	factor	NOUN
consilience-8249	22	12	in	in	ADP
consilience-8249	22	13	order	order	NOUN
consilience-8249	22	14	to	to	PART
consilience-8249	22	15	assess	assess	VERB
consilience-8249	22	16	stormwater	stormwater	NOUN
consilience-8249	22	17	runoff	runoff	NOUN
consilience-8249	22	18	and	and	CCONJ
consilience-8249	22	19	environmental	environmental	ADJ
consilience-8249	22	20	justice	justice	NOUN
consilience-8249	22	21	across	across	ADP
consilience-8249	22	22	philadelphia	philadelphia	PROPN
consilience-8249	22	23	.	.	PUNCT
consilience-8249	23	1	in	in	ADP
consilience-8249	23	2	doing	do	VERB
consilience-8249	23	3	so	so	ADV
consilience-8249	23	4	,	,	PUNCT
consilience-8249	23	5	this	this	DET
consilience-8249	23	6	paper	paper	NOUN
consilience-8249	23	7	asks	ask	VERB
consilience-8249	23	8	the	the	DET
consilience-8249	23	9	reader	reader	NOUN
consilience-8249	23	10	to	to	PART
consilience-8249	23	11	consider	consider	VERB
consilience-8249	23	12	this	this	DET
consilience-8249	23	13	question	question	NOUN
consilience-8249	23	14	:	:	PUNCT
consilience-8249	23	15	what	what	PRON
consilience-8249	23	16	would	would	AUX
consilience-8249	23	17	equitable	equitable	VERB
consilience-8249	23	18	surface	surface	NOUN
consilience-8249	23	19	permeability	permeability	NOUN
consilience-8249	23	20	in	in	ADP
consilience-8249	23	21	philadelphia	philadelphia	PROPN
consilience-8249	23	22	look	look	VERB
consilience-8249	23	23	like	like	ADP
consilience-8249	23	24	?	?	PUNCT
consilience-8249	24	1	while	while	SCONJ
consilience-8249	24	2	there	there	PRON
consilience-8249	24	3	is	be	VERB
consilience-8249	24	4	no	no	DET
consilience-8249	24	5	concrete	concrete	ADJ
consilience-8249	24	6	answer	answer	NOUN
consilience-8249	24	7	provided	provide	VERB
consilience-8249	24	8	in	in	ADP
consilience-8249	24	9	the	the	DET
consilience-8249	24	10	following	following	ADJ
consilience-8249	24	11	pages	page	NOUN
consilience-8249	24	12	,	,	PUNCT
consilience-8249	24	13	this	this	DET
consilience-8249	24	14	research	research	NOUN
consilience-8249	24	15	demonstrates	demonstrate	VERB
consilience-8249	24	16	that	that	SCONJ
consilience-8249	24	17	surface	surface	NOUN
consilience-8249	24	18	permeability	permeability	NOUN
consilience-8249	24	19	is	be	AUX
consilience-8249	24	20	spatially	spatially	ADV
consilience-8249	24	21	and	and	CCONJ
consilience-8249	24	22	demographically	demographically	ADV
consilience-8249	24	23	unequal	unequal	ADJ
consilience-8249	24	24	across	across	ADP
consilience-8249	24	25	philadelphia	philadelphia	PROPN
consilience-8249	24	26	.	.	PUNCT
consilience-8249	25	1	while	while	SCONJ
consilience-8249	25	2	it	it	PRON
consilience-8249	25	3	is	be	AUX
consilience-8249	25	4	unrealistic	unrealistic	ADJ
consilience-8249	25	5	to	to	PART
consilience-8249	25	6	expect	expect	VERB
consilience-8249	25	7	100	100	NUM
consilience-8249	25	8	percent	percent	NOUN
consilience-8249	25	9	permeable	permeable	ADJ
consilience-8249	25	10	surfaces	surface	NOUN
consilience-8249	25	11	in	in	ADP
consilience-8249	25	12	any	any	DET
consilience-8249	25	13	urban	urban	ADJ
consilience-8249	25	14	environment	environment	NOUN
consilience-8249	25	15	,	,	PUNCT
consilience-8249	25	16	the	the	DET
consilience-8249	25	17	dominance	dominance	NOUN
consilience-8249	25	18	of	of	ADP
consilience-8249	25	19	impermeable	impermeable	ADJ
consilience-8249	25	20	surfaces	surface	NOUN
consilience-8249	25	21	in	in	ADP
consilience-8249	25	22	philadelphia	philadelphia	PROPN
consilience-8249	25	23	,	,	PUNCT
consilience-8249	25	24	especially	especially	ADV
consilience-8249	25	25	within	within	ADP
consilience-8249	25	26	lower	low	ADJ
consilience-8249	25	27	-	-	PUNCT
consilience-8249	25	28	income	income	NOUN
consilience-8249	25	29	communities	community	NOUN
consilience-8249	25	30	,	,	PUNCT
consilience-8249	25	31	is	be	AUX
consilience-8249	25	32	cause	cause	NOUN
consilience-8249	25	33	for	for	ADP
consilience-8249	25	34	concern	concern	NOUN
consilience-8249	25	35	.	.	PUNCT
consilience-8249	26	1	literature	literature	NOUN
consilience-8249	26	2	review	review	VERB
consilience-8249	26	3	many	many	ADJ
consilience-8249	26	4	common	common	ADJ
consilience-8249	26	5	elements	element	NOUN
consilience-8249	26	6	of	of	ADP
consilience-8249	26	7	the	the	DET
consilience-8249	26	8	environment	environment	NOUN
consilience-8249	26	9	can	can	AUX
consilience-8249	26	10	be	be	AUX
consilience-8249	26	11	considered	consider	VERB
consilience-8249	26	12	green	green	ADJ
consilience-8249	26	13	infrastructure	infrastructure	NOUN
consilience-8249	26	14	(	(	PUNCT
consilience-8249	26	15	gi	gi	NOUN
consilience-8249	26	16	)	)	PUNCT
consilience-8249	26	17	,	,	PUNCT
consilience-8249	26	18	including	include	VERB
consilience-8249	26	19	street	street	NOUN
consilience-8249	26	20	trees	tree	NOUN
consilience-8249	26	21	,	,	PUNCT
consilience-8249	26	22	lawns	lawn	NOUN
consilience-8249	26	23	,	,	PUNCT
consilience-8249	26	24	and	and	CCONJ
consilience-8249	26	25	public	public	ADJ
consilience-8249	26	26	parks	park	NOUN
consilience-8249	26	27	.	.	PUNCT
consilience-8249	27	1	thus	thus	ADV
consilience-8249	27	2	,	,	PUNCT
consilience-8249	27	3	assessing	assess	VERB
consilience-8249	27	4	gi	gi	NOUN
consilience-8249	27	5	requires	require	VERB
consilience-8249	27	6	a	a	DET
consilience-8249	27	7	detailed	detailed	ADJ
consilience-8249	27	8	survey	survey	NOUN
consilience-8249	27	9	of	of	ADP
consilience-8249	27	10	land	land	NOUN
consilience-8249	27	11	characteristics	characteristic	NOUN
consilience-8249	27	12	(	(	PUNCT
consilience-8249	27	13	xu	xu	INTJ
consilience-8249	27	14	et	et	PROPN
consilience-8249	27	15	al	al	PROPN
consilience-8249	27	16	.	.	PROPN
consilience-8249	27	17	,	,	PUNCT
consilience-8249	27	18	2018	2018	NUM
consilience-8249	27	19	)	)	PUNCT
consilience-8249	27	20	.	.	PUNCT
consilience-8249	28	1	in	in	ADP
consilience-8249	28	2	these	these	DET
consilience-8249	28	3	surveys	survey	NOUN
consilience-8249	28	4	,	,	PUNCT
consilience-8249	28	5	remote	remote	ADJ
consilience-8249	28	6	sensing	sense	VERB
consilience-8249	28	7	observation	observation	NOUN
consilience-8249	28	8	is	be	AUX
consilience-8249	28	9	more	more	ADV
consilience-8249	28	10	efficient	efficient	ADJ
consilience-8249	28	11	than	than	ADP
consilience-8249	28	12	land	land	NOUN
consilience-8249	28	13	-	-	PUNCT
consilience-8249	28	14	based	base	VERB
consilience-8249	28	15	techniques	technique	NOUN
consilience-8249	28	16	.	.	PUNCT
consilience-8249	29	1	remotely	remotely	ADV
consilience-8249	29	2	sensed	sense	VERB
consilience-8249	29	3	imagery	imagery	NOUN
consilience-8249	29	4	can	can	AUX
consilience-8249	29	5	be	be	AUX
consilience-8249	29	6	collected	collect	VERB
consilience-8249	29	7	in	in	ADP
consilience-8249	29	8	many	many	ADJ
consilience-8249	29	9	ways	way	NOUN
consilience-8249	29	10	,	,	PUNCT
consilience-8249	29	11	the	the	DET
consilience-8249	29	12	most	most	ADV
consilience-8249	29	13	common	common	ADJ
consilience-8249	29	14	being	being	NOUN
consilience-8249	29	15	satellites	satellite	NOUN
consilience-8249	29	16	such	such	ADJ
consilience-8249	29	17	as	as	ADP
consilience-8249	29	18	the	the	DET
consilience-8249	29	19	nasa	nasa	PROPN
consilience-8249	29	20	/	/	SYM
consilience-8249	29	21	usgs	usgs	PROPN
consilience-8249	29	22	landsat	landsat	PROPN
consilience-8249	29	23	missions	mission	NOUN
consilience-8249	29	24	.	.	PUNCT
consilience-8249	30	1	a	a	DET
consilience-8249	30	2	wide	wide	ADJ
consilience-8249	30	3	variety	variety	NOUN
consilience-8249	30	4	of	of	ADP
consilience-8249	30	5	remote	remote	ADJ
consilience-8249	30	6	sensing	sensing	NOUN
consilience-8249	30	7	techniques	technique	NOUN
consilience-8249	30	8	have	have	AUX
consilience-8249	30	9	been	be	AUX
consilience-8249	30	10	applied	apply	VERB
consilience-8249	30	11	to	to	ADP
consilience-8249	30	12	surface	surface	NOUN
consilience-8249	30	13	permeability	permeability	NOUN
consilience-8249	30	14	research	research	NOUN
consilience-8249	30	15	in	in	ADP
consilience-8249	30	16	urban	urban	ADJ
consilience-8249	30	17	and	and	CCONJ
consilience-8249	30	18	suburban	suburban	ADJ
consilience-8249	30	19	settings	setting	NOUN
consilience-8249	30	20	.	.	PUNCT
consilience-8249	31	1	many	many	ADJ
consilience-8249	31	2	indices	index	NOUN
consilience-8249	31	3	have	have	AUX
consilience-8249	31	4	been	be	AUX
consilience-8249	31	5	developed	develop	VERB
consilience-8249	31	6	to	to	PART
consilience-8249	31	7	identify	identify	VERB
consilience-8249	31	8	permeable	permeable	ADJ
consilience-8249	31	9	land	land	NOUN
consilience-8249	31	10	characteristics	characteristic	NOUN
consilience-8249	31	11	,	,	PUNCT
consilience-8249	31	12	such	such	ADJ
consilience-8249	31	13	as	as	ADP
consilience-8249	31	14	vegetation	vegetation	NOUN
consilience-8249	31	15	,	,	PUNCT
consilience-8249	31	16	in	in	ADP
consilience-8249	31	17	remotely	remotely	ADV
consilience-8249	31	18	sensed	sense	VERB
consilience-8249	31	19	imagery	imagery	NOUN
consilience-8249	31	20	(	(	PUNCT
consilience-8249	31	21	labib	labib	PROPN
consilience-8249	31	22	&	&	CCONJ
consilience-8249	31	23	harris	harris	PROPN
consilience-8249	31	24	,	,	PUNCT
consilience-8249	31	25	2018	2018	NUM
consilience-8249	31	26	;	;	PUNCT
consilience-8249	31	27	okujeni	okujeni	NOUN
consilience-8249	31	28	et	et	PROPN
consilience-8249	31	29	al	al	PROPN
consilience-8249	31	30	.	.	PROPN
consilience-8249	31	31	,	,	PUNCT
consilience-8249	31	32	2018	2018	NUM
consilience-8249	31	33	;	;	PUNCT
consilience-8249	31	34	padmanaban	padmanaban	PROPN
consilience-8249	31	35	et	et	PROPN
consilience-8249	31	36	al	al	PROPN
consilience-8249	31	37	.	.	PROPN
consilience-8249	31	38	,	,	PUNCT
consilience-8249	31	39	2019	2019	NUM
consilience-8249	31	40	;	;	PUNCT
consilience-8249	32	1	taramelli	taramelli	NOUN
consilience-8249	32	2	et	et	PROPN
consilience-8249	32	3	al	al	PROPN
consilience-8249	32	4	.	.	PROPN
consilience-8249	32	5	,	,	PUNCT
consilience-8249	32	6	2019	2019	NUM
consilience-8249	32	7	)	)	PUNCT
consilience-8249	32	8	.	.	PUNCT
consilience-8249	33	1	in	in	ADP
consilience-8249	33	2	environmental	environmental	PROPN
consilience-8249	33	3	justice	justice	PROPN
consilience-8249	33	4	research	research	PROPN
consilience-8249	33	5	,	,	PUNCT
consilience-8249	33	6	spatial	spatial	ADJ
consilience-8249	33	7	context	context	NOUN
consilience-8249	33	8	is	be	AUX
consilience-8249	33	9	essential	essential	ADJ
consilience-8249	33	10	.	.	PUNCT
consilience-8249	34	1	high	high	ADJ
consilience-8249	34	2	resolution	resolution	NOUN
consilience-8249	34	3	geographical	geographical	ADJ
consilience-8249	34	4	analysis	analysis	NOUN
consilience-8249	34	5	enables	enable	VERB
consilience-8249	34	6	correlations	correlation	NOUN
consilience-8249	34	7	to	to	PART
consilience-8249	34	8	be	be	AUX
consilience-8249	34	9	made	make	VERB
consilience-8249	34	10	between	between	ADP
consilience-8249	34	11	environmental	environmental	ADJ
consilience-8249	34	12	characteristics	characteristic	NOUN
consilience-8249	34	13	and	and	CCONJ
consilience-8249	34	14	demographic	demographic	ADJ
consilience-8249	34	15	factors	factor	NOUN
consilience-8249	34	16	(	(	PUNCT
consilience-8249	34	17	weigand	weigand	NOUN
consilience-8249	34	18	et	et	NOUN
consilience-8249	34	19	al	al	PROPN
consilience-8249	34	20	.	.	PROPN
consilience-8249	34	21	,	,	PUNCT
consilience-8249	34	22	2019	2019	NUM
consilience-8249	34	23	)	)	PUNCT
consilience-8249	34	24	.	.	PUNCT
consilience-8249	35	1	spatial	spatial	ADJ
consilience-8249	35	2	context	context	NOUN
consilience-8249	35	3	is	be	AUX
consilience-8249	35	4	especially	especially	ADV
consilience-8249	35	5	important	important	ADJ
consilience-8249	35	6	in	in	ADP
consilience-8249	35	7	cities	city	NOUN
consilience-8249	35	8	because	because	SCONJ
consilience-8249	35	9	metropolitan	metropolitan	ADJ
consilience-8249	35	10	areas	area	NOUN
consilience-8249	35	11	have	have	VERB
consilience-8249	35	12	dense	dense	ADJ
consilience-8249	35	13	and	and	CCONJ
consilience-8249	35	14	diverse	diverse	ADJ
consilience-8249	35	15	landscapes	landscape	NOUN
consilience-8249	35	16	.	.	PUNCT
consilience-8249	36	1	in	in	ADP
consilience-8249	36	2	highly	highly	ADV
consilience-8249	36	3	populated	populated	ADJ
consilience-8249	36	4	regions	region	NOUN
consilience-8249	36	5	,	,	PUNCT
consilience-8249	36	6	environmental	environmental	ADJ
consilience-8249	36	7	data	datum	NOUN
consilience-8249	36	8	are	be	AUX
consilience-8249	36	9	often	often	ADV
consilience-8249	36	10	aggregated	aggregate	VERB
consilience-8249	36	11	over	over	ADP
consilience-8249	36	12	too	too	ADV
consilience-8249	36	13	large	large	ADJ
consilience-8249	36	14	of	of	ADP
consilience-8249	36	15	an	an	DET
consilience-8249	36	16	area	area	NOUN
consilience-8249	36	17	.	.	PUNCT
consilience-8249	37	1	these	these	DET
consilience-8249	37	2	data	datum	NOUN
consilience-8249	37	3	then	then	ADV
consilience-8249	37	4	lose	lose	VERB
consilience-8249	37	5	their	their	PRON
consilience-8249	37	6	resolution	resolution	NOUN
consilience-8249	37	7	and	and	CCONJ
consilience-8249	37	8	specificity	specificity	NOUN
consilience-8249	37	9	.	.	PUNCT
consilience-8249	38	1	detailed	detail	VERB
consilience-8249	38	2	spatial	spatial	ADJ
consilience-8249	38	3	context	context	NOUN
consilience-8249	38	4	helps	help	VERB
consilience-8249	38	5	researchers	researcher	NOUN
consilience-8249	38	6	to	to	PART
consilience-8249	38	7	minimize	minimize	VERB
consilience-8249	38	8	the	the	DET
consilience-8249	38	9	ecological	ecological	ADJ
consilience-8249	38	10	fallacy	fallacy	NOUN
consilience-8249	38	11	of	of	ADP
consilience-8249	38	12	using	use	VERB
consilience-8249	38	13	group	group	NOUN
consilience-8249	38	14	data	datum	NOUN
consilience-8249	38	15	to	to	PART
consilience-8249	38	16	draw	draw	VERB
consilience-8249	38	17	conclusions	conclusion	NOUN
consilience-8249	38	18	about	about	ADP
consilience-8249	38	19	an	an	DET
consilience-8249	38	20	individual	individual	ADJ
consilience-8249	38	21	member	member	NOUN
consilience-8249	38	22	of	of	ADP
consilience-8249	38	23	the	the	DET
consilience-8249	38	24	group	group	NOUN
consilience-8249	38	25	.	.	PUNCT
consilience-8249	39	1	throughout	throughout	ADP
consilience-8249	39	2	cities	city	NOUN
consilience-8249	39	3	,	,	PUNCT
consilience-8249	39	4	surface	surface	NOUN
consilience-8249	39	5	permeability	permeability	NOUN
consilience-8249	39	6	and	and	CCONJ
consilience-8249	39	7	environmental	environmental	ADJ
consilience-8249	39	8	justice	justice	NOUN
consilience-8249	39	9	are	be	AUX
consilience-8249	39	10	unquestionably	unquestionably	ADV
consilience-8249	39	11	linked	link	VERB
consilience-8249	39	12	.	.	PUNCT
consilience-8249	40	1	comparatively	comparatively	ADV
consilience-8249	40	2	impermeable	impermeable	ADJ
consilience-8249	40	3	neighborhoods	neighborhood	NOUN
consilience-8249	40	4	experience	experience	VERB
consilience-8249	40	5	more	more	ADJ
consilience-8249	40	6	flooding	flooding	NOUN
consilience-8249	40	7	and	and	CCONJ
consilience-8249	40	8	runoff	runoff	NOUN
consilience-8249	40	9	–	–	PUNCT
consilience-8249	40	10	and	and	CCONJ
consilience-8249	40	11	suffer	suffer	VERB
consilience-8249	40	12	from	from	ADP
consilience-8249	40	13	more	more	ADJ
consilience-8249	40	14	combined	combine	VERB
consilience-8249	40	15	sewer	sewer	NOUN
consilience-8249	40	16	overflows	overflow	VERB
consilience-8249	40	17	into	into	ADP
consilience-8249	40	18	local	local	ADJ
consilience-8249	40	19	waterways	waterway	NOUN
consilience-8249	40	20	.	.	PUNCT
consilience-8249	41	1	a	a	DET
consilience-8249	41	2	recent	recent	ADJ
consilience-8249	41	3	storm	storm	NOUN
consilience-8249	41	4	that	that	PRON
consilience-8249	41	5	produced	produce	VERB
consilience-8249	41	6	one	one	NUM
consilience-8249	41	7	-	-	PUNCT
consilience-8249	41	8	quarter	quarter	NOUN
consilience-8249	41	9	inch	inch	NOUN
consilience-8249	41	10	of	of	ADP
consilience-8249	41	11	rain	rain	NOUN
consilience-8249	41	12	on	on	ADP
consilience-8249	41	13	the	the	DET
consilience-8249	41	14	ground	ground	NOUN
consilience-8249	41	15	led	lead	VERB
consilience-8249	41	16	to	to	PART
consilience-8249	41	17	trash	trash	VERB
consilience-8249	41	18	and	and	CCONJ
consilience-8249	41	19	raw	raw	ADJ
consilience-8249	41	20	sewage	sewage	NOUN
consilience-8249	41	21	flowing	flow	VERB
consilience-8249	41	22	down	down	ADP
consilience-8249	41	23	frankford	frankford	PROPN
consilience-8249	41	24	creek	creek	PROPN
consilience-8249	41	25	,	,	PUNCT
consilience-8249	41	26	which	which	PRON
consilience-8249	41	27	lies	lie	VERB
consilience-8249	41	28	in	in	ADP
consilience-8249	41	29	an	an	DET
consilience-8249	41	30	impermeable	impermeable	ADJ
consilience-8249	41	31	semi	semi	ADJ
consilience-8249	41	32	-	-	ADJ
consilience-8249	41	33	industrial	industrial	ADJ
consilience-8249	41	34	region	region	NOUN
consilience-8249	41	35	of	of	ADP
consilience-8249	41	36	philadelphia	philadelphia	PROPN
consilience-8249	41	37	(	(	PUNCT
consilience-8249	41	38	kummer	kummer	NOUN
consilience-8249	41	39	,	,	PUNCT
consilience-8249	41	40	2019	2019	NUM
consilience-8249	41	41	)	)	PUNCT
consilience-8249	41	42	.	.	PUNCT
consilience-8249	42	1	recent	recent	ADJ
consilience-8249	42	2	studies	study	NOUN
consilience-8249	42	3	have	have	AUX
consilience-8249	42	4	reported	report	VERB
consilience-8249	42	5	correlation	correlation	NOUN
consilience-8249	42	6	between	between	ADP
consilience-8249	42	7	surface	surface	NOUN
consilience-8249	42	8	permeability	permeability	NOUN
consilience-8249	42	9	,	,	PUNCT
consilience-8249	42	10	exposure	exposure	NOUN
consilience-8249	42	11	to	to	ADP
consilience-8249	42	12	flooding	flooding	NOUN
consilience-8249	42	13	-	-	PUNCT
consilience-8249	42	14	based	base	VERB
consilience-8249	42	15	contamination	contamination	NOUN
consilience-8249	42	16	,	,	PUNCT
consilience-8249	42	17	and	and	CCONJ
consilience-8249	42	18	socioeconomic	socioeconomic	ADJ
consilience-8249	42	19	status	status	NOUN
consilience-8249	42	20	(	(	PUNCT
consilience-8249	42	21	sansom	sansom	PROPN
consilience-8249	42	22	et	et	PROPN
consilience-8249	42	23	al	al	PROPN
consilience-8249	42	24	.	.	PROPN
consilience-8249	42	25	,	,	PUNCT
consilience-8249	42	26	2016	2016	NUM
consilience-8249	42	27	)	)	PUNCT
consilience-8249	42	28	.	.	PUNCT
consilience-8249	43	1	philadelphia	philadelphia	PROPN
consilience-8249	43	2	happens	happen	VERB
consilience-8249	43	3	to	to	PART
consilience-8249	43	4	be	be	AUX
consilience-8249	43	5	a	a	DET
consilience-8249	43	6	national	national	ADJ
consilience-8249	43	7	leader	leader	NOUN
consilience-8249	43	8	in	in	ADP
consilience-8249	43	9	water	water	NOUN
consilience-8249	43	10	management	management	NOUN
consilience-8249	43	11	.	.	PUNCT
consilience-8249	44	1	notably	notably	ADV
consilience-8249	44	2	,	,	PUNCT
consilience-8249	44	3	the	the	DET
consilience-8249	44	4	city	city	NOUN
consilience-8249	44	5	is	be	AUX
consilience-8249	44	6	taking	take	VERB
consilience-8249	44	7	a	a	DET
consilience-8249	44	8	completely	completely	ADV
consilience-8249	44	9	gi	gi	NOUN
consilience-8249	44	10	-	-	PUNCT
consilience-8249	44	11	based	base	VERB
consilience-8249	44	12	approach	approach	NOUN
consilience-8249	44	13	toward	toward	ADP
consilience-8249	44	14	addressing	address	VERB
consilience-8249	44	15	their	their	PRON
consilience-8249	44	16	outdated	outdated	ADJ
consilience-8249	44	17	,	,	PUNCT
consilience-8249	44	18	yet	yet	CCONJ
consilience-8249	44	19	unfortunately	unfortunately	ADV
consilience-8249	44	20	typical	typical	ADJ
consilience-8249	44	21	,	,	PUNCT
consilience-8249	44	22	combined	combined	ADJ
consilience-8249	44	23	sewer	sewer	NOUN
consilience-8249	44	24	system	system	NOUN
consilience-8249	44	25	(	(	PUNCT
consilience-8249	44	26	dolowitz	dolowitz	PROPN
consilience-8249	44	27	et	et	PROPN
consilience-8249	44	28	al	al	PROPN
consilience-8249	44	29	.	.	PROPN
consilience-8249	44	30	,	,	PUNCT
consilience-8249	44	31	2018	2018	NUM
consilience-8249	44	32	;	;	PUNCT
consilience-8249	44	33	fitzgerald	fitzgerald	PROPN
consilience-8249	44	34	&	&	CCONJ
consilience-8249	44	35	laufer	laufer	PROPN
consilience-8249	44	36	,	,	PUNCT
consilience-8249	44	37	2017	2017	NUM
consilience-8249	44	38	)	)	PUNCT
consilience-8249	44	39	.	.	PUNCT
consilience-8249	45	1	specifically	specifically	ADV
consilience-8249	45	2	,	,	PUNCT
consilience-8249	45	3	in	in	ADP
consilience-8249	45	4	2011	2011	NUM
consilience-8249	45	5	,	,	PUNCT
consilience-8249	45	6	the	the	DET
consilience-8249	45	7	municipal	municipal	ADJ
consilience-8249	45	8	government	government	NOUN
consilience-8249	45	9	committed	commit	VERB
consilience-8249	45	10	to	to	ADP
consilience-8249	45	11	a	a	DET
consilience-8249	45	12	25	25	NUM
consilience-8249	45	13	-	-	PUNCT
consilience-8249	45	14	year	year	NOUN
consilience-8249	45	15	$	$	SYM
consilience-8249	45	16	2	2	NUM
consilience-8249	45	17	-	-	PUNCT
consilience-8249	45	18	billion	billion	NUM
consilience-8249	45	19	plan	plan	NOUN
consilience-8249	45	20	called	call	VERB
consilience-8249	45	21	green	green	ADJ
consilience-8249	45	22	city	city	PROPN
consilience-8249	45	23	clean	clean	ADJ
consilience-8249	45	24	waters	water	NOUN
consilience-8249	45	25	,	,	PUNCT
consilience-8249	45	26	which	which	PRON
consilience-8249	45	27	aims	aim	VERB
consilience-8249	45	28	to	to	PART
consilience-8249	45	29	create	create	VERB
consilience-8249	45	30	over	over	ADP
consilience-8249	45	31	9,500	9,500	NUM
consilience-8249	45	32	acres	acre	NOUN
consilience-8249	45	33	of	of	ADP
consilience-8249	45	34	new	new	ADJ
consilience-8249	45	35	permeable	permeable	ADJ
consilience-8249	45	36	surfaces	surface	NOUN
consilience-8249	45	37	(	(	PUNCT
consilience-8249	45	38	city	city	NOUN
consilience-8249	45	39	of	of	ADP
consilience-8249	45	40	philadelphia	philadelphia	PROPN
consilience-8249	45	41	,	,	PUNCT
consilience-8249	45	42	2014	2014	NUM
consilience-8249	45	43	)	)	PUNCT
consilience-8249	45	44	.	.	PUNCT
consilience-8249	46	1	the	the	DET
consilience-8249	46	2	city	city	NOUN
consilience-8249	46	3	’s	’s	PART
consilience-8249	46	4	proactive	proactive	ADJ
consilience-8249	46	5	decision	decision	NOUN
consilience-8249	46	6	to	to	PART
consilience-8249	46	7	focus	focus	VERB
consilience-8249	46	8	so	so	ADV
consilience-8249	46	9	heavily	heavily	ADV
consilience-8249	46	10	on	on	ADP
consilience-8249	46	11	gi	gi	NOUN
consilience-8249	46	12	implementation	implementation	NOUN
consilience-8249	46	13	was	be	AUX
consilience-8249	46	14	atypical	atypical	ADJ
consilience-8249	46	15	among	among	ADP
consilience-8249	46	16	its	its	PRON
consilience-8249	46	17	peers	peer	NOUN
consilience-8249	46	18	.	.	PUNCT
consilience-8249	47	1	in	in	ADP
consilience-8249	47	2	consilience	consilience	NOUN
consilience-8249	47	3	zhu	zhu	PROPN
consilience-8249	47	4	:	:	PUNCT
consilience-8249	47	5	using	use	VERB
consilience-8249	47	6	spatial	spatial	ADJ
consilience-8249	47	7	context	context	NOUN
consilience-8249	47	8	and	and	CCONJ
consilience-8249	47	9	demographic	demographic	ADJ
consilience-8249	47	10	analysis	analysis	NOUN
consilience-8249	47	11	contrast	contrast	NOUN
consilience-8249	47	12	,	,	PUNCT
consilience-8249	47	13	washington	washington	PROPN
consilience-8249	47	14	d.c	d.c	PROPN
consilience-8249	47	15	.	.	PROPN
consilience-8249	47	16	proposed	propose	VERB
consilience-8249	47	17	an	an	DET
consilience-8249	47	18	unrealistically	unrealistically	ADV
consilience-8249	47	19	expensive	expensive	ADJ
consilience-8249	47	20	gray	gray	ADJ
consilience-8249	47	21	infrastructure	infrastructure	NOUN
consilience-8249	47	22	approach	approach	NOUN
consilience-8249	47	23	that	that	PRON
consilience-8249	47	24	would	would	AUX
consilience-8249	47	25	have	have	AUX
consilience-8249	47	26	separated	separate	VERB
consilience-8249	47	27	the	the	DET
consilience-8249	47	28	sewer	sewer	NOUN
consilience-8249	47	29	system	system	NOUN
consilience-8249	47	30	into	into	ADP
consilience-8249	47	31	waste	waste	NOUN
consilience-8249	47	32	and	and	CCONJ
consilience-8249	47	33	stormwater	stormwater	NOUN
consilience-8249	47	34	components	component	NOUN
consilience-8249	47	35	(	(	PUNCT
consilience-8249	47	36	bauers	bauer	NOUN
consilience-8249	47	37	,	,	PUNCT
consilience-8249	47	38	2012	2012	NUM
consilience-8249	47	39	)	)	PUNCT
consilience-8249	47	40	.	.	PUNCT
consilience-8249	48	1	a	a	DET
consilience-8249	48	2	new	new	PROPN
consilience-8249	48	3	york	york	PROPN
consilience-8249	48	4	-	-	PUNCT
consilience-8249	48	5	based	base	VERB
consilience-8249	48	6	study	study	NOUN
consilience-8249	48	7	found	find	VERB
consilience-8249	48	8	that	that	SCONJ
consilience-8249	48	9	gi	gi	PROPN
consilience-8249	48	10	can	can	AUX
consilience-8249	48	11	be	be	AUX
consilience-8249	48	12	cheaper	cheap	ADJ
consilience-8249	48	13	than	than	ADP
consilience-8249	48	14	gray	gray	ADJ
consilience-8249	48	15	infrastructure	infrastructure	NOUN
consilience-8249	48	16	even	even	ADV
consilience-8249	48	17	without	without	ADP
consilience-8249	48	18	accounting	account	VERB
consilience-8249	48	19	for	for	ADP
consilience-8249	48	20	additional	additional	ADJ
consilience-8249	48	21	benefits	benefit	NOUN
consilience-8249	48	22	of	of	ADP
consilience-8249	48	23	gi	gi	NOUN
consilience-8249	48	24	such	such	ADJ
consilience-8249	48	25	as	as	ADP
consilience-8249	48	26	heat	heat	NOUN
consilience-8249	48	27	island	island	NOUN
consilience-8249	48	28	mitigation	mitigation	NOUN
consilience-8249	48	29	(	(	PUNCT
consilience-8249	48	30	montalto	montalto	NOUN
consilience-8249	48	31	et	et	PROPN
consilience-8249	48	32	al	al	PROPN
consilience-8249	48	33	.	.	PROPN
consilience-8249	48	34	,	,	PUNCT
consilience-8249	48	35	2007	2007	NUM
consilience-8249	48	36	)	)	PUNCT
consilience-8249	48	37	.	.	PUNCT
consilience-8249	49	1	while	while	SCONJ
consilience-8249	49	2	green	green	ADJ
consilience-8249	49	3	city	city	PROPN
consilience-8249	49	4	clean	clean	ADJ
consilience-8249	49	5	waters	water	NOUN
consilience-8249	49	6	is	be	AUX
consilience-8249	49	7	definitely	definitely	ADV
consilience-8249	49	8	a	a	DET
consilience-8249	49	9	positive	positive	ADJ
consilience-8249	49	10	for	for	ADP
consilience-8249	49	11	philadelphia	philadelphia	PROPN
consilience-8249	49	12	,	,	PUNCT
consilience-8249	49	13	stormwater	stormwater	NOUN
consilience-8249	49	14	management	management	NOUN
consilience-8249	49	15	concerns	concern	NOUN
consilience-8249	49	16	are	be	AUX
consilience-8249	49	17	still	still	ADV
consilience-8249	49	18	pervasive	pervasive	ADJ
consilience-8249	49	19	in	in	ADP
consilience-8249	49	20	the	the	DET
consilience-8249	49	21	city	city	NOUN
consilience-8249	49	22	.	.	PUNCT
consilience-8249	50	1	for	for	ADP
consilience-8249	50	2	example	example	NOUN
consilience-8249	50	3	,	,	PUNCT
consilience-8249	50	4	the	the	DET
consilience-8249	50	5	2019	2019	NUM
consilience-8249	50	6	incident	incident	NOUN
consilience-8249	50	7	in	in	ADP
consilience-8249	50	8	frankford	frankford	PROPN
consilience-8249	50	9	creek	creek	PROPN
consilience-8249	50	10	left	leave	VERB
consilience-8249	50	11	the	the	DET
consilience-8249	50	12	waterway	waterway	NOUN
consilience-8249	50	13	muddy	muddy	ADJ
consilience-8249	50	14	brown	brown	NOUN
consilience-8249	50	15	and	and	CCONJ
consilience-8249	50	16	highly	highly	ADV
consilience-8249	50	17	contaminated	contaminate	VERB
consilience-8249	50	18	with	with	ADP
consilience-8249	50	19	hazards	hazard	NOUN
consilience-8249	50	20	such	such	ADJ
consilience-8249	50	21	as	as	ADP
consilience-8249	50	22	fecal	fecal	ADJ
consilience-8249	50	23	bacteria	bacteria	NOUN
consilience-8249	50	24	(	(	PUNCT
consilience-8249	50	25	kummer	kummer	NOUN
consilience-8249	50	26	,	,	PUNCT
consilience-8249	50	27	2019	2019	NUM
consilience-8249	50	28	)	)	PUNCT
consilience-8249	50	29	.	.	PUNCT
consilience-8249	51	1	this	this	DET
consilience-8249	51	2	incident	incident	NOUN
consilience-8249	51	3	shows	show	VERB
consilience-8249	51	4	that	that	SCONJ
consilience-8249	51	5	,	,	PUNCT
consilience-8249	51	6	despite	despite	SCONJ
consilience-8249	51	7	philadelphia	philadelphia	PROPN
consilience-8249	51	8	’s	’s	PART
consilience-8249	51	9	efforts	effort	NOUN
consilience-8249	51	10	,	,	PUNCT
consilience-8249	51	11	a	a	DET
consilience-8249	51	12	clear	clear	ADJ
consilience-8249	51	13	need	need	NOUN
consilience-8249	51	14	still	still	ADV
consilience-8249	51	15	exists	exist	VERB
consilience-8249	51	16	for	for	ADP
consilience-8249	51	17	further	further	ADJ
consilience-8249	51	18	gi	gi	NOUN
consilience-8249	51	19	implementation	implementation	NOUN
consilience-8249	51	20	and	and	CCONJ
consilience-8249	51	21	surface	surface	NOUN
consilience-8249	51	22	permeability	permeability	NOUN
consilience-8249	51	23	research	research	NOUN
consilience-8249	51	24	.	.	PUNCT
consilience-8249	52	1	small	small	ADJ
consilience-8249	52	2	storms	storm	NOUN
consilience-8249	52	3	continue	continue	VERB
consilience-8249	52	4	to	to	PART
consilience-8249	52	5	wreak	wreak	VERB
consilience-8249	52	6	havoc	havoc	NOUN
consilience-8249	52	7	by	by	ADP
consilience-8249	52	8	introducing	introduce	VERB
consilience-8249	52	9	hazardous	hazardous	ADJ
consilience-8249	52	10	conditions	condition	NOUN
consilience-8249	52	11	in	in	ADP
consilience-8249	52	12	philadelphia	philadelphia	PROPN
consilience-8249	52	13	’s	’s	PART
consilience-8249	52	14	communities	community	NOUN
consilience-8249	52	15	.	.	PUNCT
consilience-8249	53	1	creating	create	VERB
consilience-8249	53	2	a	a	DET
consilience-8249	53	3	supervised	supervised	ADJ
consilience-8249	53	4	classification	classification	NOUN
consilience-8249	53	5	a	a	DET
consilience-8249	53	6	supervised	supervised	ADJ
consilience-8249	53	7	classification1	classification1	NOUN
consilience-8249	53	8	can	can	AUX
consilience-8249	53	9	efficiently	efficiently	ADV
consilience-8249	53	10	identify	identify	VERB
consilience-8249	53	11	permeable	permeable	ADJ
consilience-8249	53	12	,	,	PUNCT
consilience-8249	53	13	impermeable	impermeable	ADJ
consilience-8249	53	14	,	,	PUNCT
consilience-8249	53	15	and	and	CCONJ
consilience-8249	53	16	water	water	NOUN
consilience-8249	53	17	surfaces	surface	NOUN
consilience-8249	53	18	across	across	ADP
consilience-8249	53	19	philadelphia	philadelphia	PROPN
consilience-8249	53	20	.	.	PUNCT
consilience-8249	54	1	a	a	DET
consilience-8249	54	2	high	high	ADJ
consilience-8249	54	3	-	-	PUNCT
consilience-8249	54	4	quality	quality	NOUN
consilience-8249	54	5	satellite	satellite	NOUN
consilience-8249	54	6	image	image	NOUN
consilience-8249	54	7	of	of	ADP
consilience-8249	54	8	philadelphia	philadelphia	PROPN
consilience-8249	54	9	with	with	ADP
consilience-8249	54	10	minimal	minimal	ADJ
consilience-8249	54	11	cloud	cloud	NOUN
consilience-8249	54	12	cover	cover	NOUN
consilience-8249	54	13	is	be	AUX
consilience-8249	54	14	required	require	VERB
consilience-8249	54	15	for	for	ADP
consilience-8249	54	16	this	this	DET
consilience-8249	54	17	process	process	NOUN
consilience-8249	54	18	.	.	PUNCT
consilience-8249	55	1	i	i	PRON
consilience-8249	55	2	downloaded	download	VERB
consilience-8249	55	3	the	the	DET
consilience-8249	55	4	selected	select	VERB
consilience-8249	55	5	image	image	NOUN
consilience-8249	55	6	from	from	ADP
consilience-8249	55	7	the	the	DET
consilience-8249	55	8	usgs	usgs	PROPN
consilience-8249	55	9	earthexplorer	earthexplorer	PROPN
consilience-8249	55	10	.	.	PUNCT
consilience-8249	56	1	the	the	DET
consilience-8249	56	2	image	image	NOUN
consilience-8249	56	3	was	be	AUX
consilience-8249	56	4	taken	take	VERB
consilience-8249	56	5	on	on	ADP
consilience-8249	56	6	september	september	PROPN
consilience-8249	56	7	8	8	NUM
consilience-8249	56	8	,	,	PUNCT
consilience-8249	56	9	2020	2020	NUM
consilience-8249	56	10	,	,	PUNCT
consilience-8249	56	11	by	by	ADP
consilience-8249	56	12	the	the	DET
consilience-8249	56	13	landsat	landsat	PROPN
consilience-8249	56	14	8	8	NUM
consilience-8249	56	15	satellite.2	satellite.2	PROPN
consilience-8249	56	16	clouds	cloud	NOUN
consilience-8249	56	17	covered	cover	VERB
consilience-8249	56	18	14	14	NUM
consilience-8249	56	19	percent	percent	NOUN
consilience-8249	56	20	of	of	ADP
consilience-8249	56	21	the	the	DET
consilience-8249	56	22	full	full	ADJ
consilience-8249	56	23	image	image	NOUN
consilience-8249	56	24	but	but	CCONJ
consilience-8249	56	25	none	none	NOUN
consilience-8249	56	26	of	of	ADP
consilience-8249	56	27	philadelphia	philadelphia	PROPN
consilience-8249	56	28	.	.	PUNCT
consilience-8249	57	1	i	i	PRON
consilience-8249	57	2	trimmed	trim	VERB
consilience-8249	57	3	the	the	DET
consilience-8249	57	4	downloaded	download	VERB
consilience-8249	57	5	image	image	NOUN
consilience-8249	57	6	and	and	CCONJ
consilience-8249	57	7	converted	convert	VERB
consilience-8249	57	8	it	it	PRON
consilience-8249	57	9	to	to	ADP
consilience-8249	57	10	a	a	DET
consilience-8249	57	11	raster3	raster3	NOUN
consilience-8249	57	12	in	in	ADP
consilience-8249	57	13	which	which	PRON
consilience-8249	57	14	each	each	DET
consilience-8249	57	15	pixel	pixel	NOUN
consilience-8249	57	16	contained	contain	VERB
consilience-8249	57	17	surface	surface	NOUN
consilience-8249	57	18	reflectance	reflectance	NOUN
consilience-8249	57	19	values	value	NOUN
consilience-8249	57	20	for	for	ADP
consilience-8249	57	21	ten	ten	NUM
consilience-8249	57	22	electromagnetic	electromagnetic	ADJ
consilience-8249	57	23	bands.4,5	bands.4,5	NUM
consilience-8249	57	24	figure	figure	NOUN
consilience-8249	57	25	1	1	NUM
consilience-8249	57	26	is	be	AUX
consilience-8249	57	27	an	an	DET
consilience-8249	57	28	image	image	NOUN
consilience-8249	57	29	constructed	construct	VERB
consilience-8249	57	30	from	from	ADP
consilience-8249	57	31	the	the	DET
consilience-8249	57	32	three	three	NUM
consilience-8249	57	33	electromagnetic	electromagnetic	ADJ
consilience-8249	57	34	bands	band	NOUN
consilience-8249	57	35	in	in	ADP
consilience-8249	57	36	the	the	DET
consilience-8249	57	37	visible	visible	ADJ
consilience-8249	57	38	light	light	NOUN
consilience-8249	57	39	spectrum	spectrum	NOUN
consilience-8249	57	40	(	(	PUNCT
consilience-8249	57	41	blue	blue	ADJ
consilience-8249	57	42	,	,	PUNCT
consilience-8249	57	43	green	green	ADJ
consilience-8249	57	44	,	,	PUNCT
consilience-8249	57	45	and	and	CCONJ
consilience-8249	57	46	red).6	red).6	PUNCT
consilience-8249	57	47	this	this	DET
consilience-8249	57	48	representation	representation	NOUN
consilience-8249	57	49	mimics	mimic	VERB
consilience-8249	57	50	what	what	PRON
consilience-8249	57	51	human	human	ADJ
consilience-8249	57	52	eyes	eye	NOUN
consilience-8249	57	53	would	would	AUX
consilience-8249	57	54	see	see	VERB
consilience-8249	57	55	if	if	SCONJ
consilience-8249	57	56	looking	look	VERB
consilience-8249	57	57	upon	upon	SCONJ
consilience-8249	57	58	philadelphia	philadelphia	PROPN
consilience-8249	57	59	from	from	ADP
consilience-8249	57	60	above	above	ADV
consilience-8249	57	61	.	.	PUNCT
consilience-8249	58	1	1	1	NUM
consilience-8249	58	2	a	a	DET
consilience-8249	58	3	supervised	supervised	ADJ
consilience-8249	58	4	classification	classification	NOUN
consilience-8249	58	5	is	be	AUX
consilience-8249	58	6	a	a	DET
consilience-8249	58	7	type	type	NOUN
consilience-8249	58	8	of	of	ADP
consilience-8249	58	9	machine	machine	NOUN
consilience-8249	58	10	learning	learn	VERB
consilience-8249	58	11	task	task	NOUN
consilience-8249	58	12	that	that	PRON
consilience-8249	58	13	automatically	automatically	ADV
consilience-8249	58	14	partitions	partition	VERB
consilience-8249	58	15	data	datum	NOUN
consilience-8249	58	16	based	base	VERB
consilience-8249	58	17	on	on	ADP
consilience-8249	58	18	pre	pre	ADJ
consilience-8249	58	19	-	-	ADJ
consilience-8249	58	20	determined	determined	ADJ
consilience-8249	58	21	categories	category	NOUN
consilience-8249	58	22	.	.	PUNCT
consilience-8249	59	1	2	2	NUM
consilience-8249	59	2	landsat	landsat	NOUN
consilience-8249	59	3	8	8	NUM
consilience-8249	59	4	was	be	AUX
consilience-8249	59	5	launched	launch	VERB
consilience-8249	59	6	in	in	ADP
consilience-8249	59	7	2013	2013	NUM
consilience-8249	59	8	,	,	PUNCT
consilience-8249	59	9	orbits	orbit	VERB
consilience-8249	59	10	the	the	DET
consilience-8249	59	11	earth	earth	NOUN
consilience-8249	59	12	every	every	DET
consilience-8249	59	13	99	99	NUM
consilience-8249	59	14	minutes	minute	NOUN
consilience-8249	59	15	,	,	PUNCT
consilience-8249	59	16	and	and	CCONJ
consilience-8249	59	17	collects	collect	VERB
consilience-8249	59	18	imagery	imagery	NOUN
consilience-8249	59	19	with	with	ADP
consilience-8249	59	20	30	30	NUM
consilience-8249	59	21	meter	meter	NOUN
consilience-8249	59	22	by	by	ADP
consilience-8249	59	23	30	30	NUM
consilience-8249	59	24	meter	meter	NOUN
consilience-8249	59	25	resolution	resolution	NOUN
consilience-8249	59	26	.	.	PUNCT
consilience-8249	60	1	3	3	NUM
consilience-8249	60	2	a	a	DET
consilience-8249	60	3	raster	raster	NOUN
consilience-8249	60	4	is	be	AUX
consilience-8249	60	5	a	a	DET
consilience-8249	60	6	matrix	matrix	NOUN
consilience-8249	60	7	of	of	ADP
consilience-8249	60	8	pixels	pixel	NOUN
consilience-8249	60	9	in	in	ADP
consilience-8249	60	10	which	which	PRON
consilience-8249	60	11	each	each	DET
consilience-8249	60	12	pixel	pixel	NOUN
consilience-8249	60	13	contains	contain	VERB
consilience-8249	60	14	specific	specific	ADJ
consilience-8249	60	15	information	information	NOUN
consilience-8249	60	16	.	.	PUNCT
consilience-8249	61	1	4	4	NUM
consilience-8249	61	2	specifically	specifically	ADV
consilience-8249	61	3	,	,	PUNCT
consilience-8249	61	4	i	i	PRON
consilience-8249	61	5	used	use	VERB
consilience-8249	61	6	the	the	DET
consilience-8249	61	7	following	follow	VERB
consilience-8249	61	8	bands	band	NOUN
consilience-8249	61	9	:	:	PUNCT
consilience-8249	61	10	coastal	coastal	ADJ
consilience-8249	61	11	aerosol	aerosol	NOUN
consilience-8249	61	12	,	,	PUNCT
consilience-8249	61	13	blue	blue	ADJ
consilience-8249	61	14	,	,	PUNCT
consilience-8249	61	15	green	green	ADJ
consilience-8249	61	16	,	,	PUNCT
consilience-8249	61	17	red	red	ADJ
consilience-8249	61	18	,	,	PUNCT
consilience-8249	61	19	near	near	ADP
consilience-8249	61	20	infrared	infrared	NOUN
consilience-8249	61	21	,	,	PUNCT
consilience-8249	61	22	shortwave	shortwave	NOUN
consilience-8249	61	23	infrared	infrared	ADJ
consilience-8249	61	24	1	1	NUM
consilience-8249	61	25	,	,	PUNCT
consilience-8249	61	26	shortwave	shortwave	VERB
consilience-8249	61	27	infrared	infrared	ADJ
consilience-8249	61	28	2	2	NUM
consilience-8249	61	29	,	,	PUNCT
consilience-8249	61	30	cirrus	cirrus	NOUN
consilience-8249	61	31	,	,	PUNCT
consilience-8249	61	32	thermal	thermal	ADJ
consilience-8249	61	33	infrared	infrared	ADJ
consilience-8249	61	34	1	1	NUM
consilience-8249	61	35	,	,	PUNCT
consilience-8249	61	36	and	and	CCONJ
consilience-8249	61	37	thermal	thermal	ADJ
consilience-8249	61	38	infrared	infrared	ADJ
consilience-8249	61	39	2	2	NUM
consilience-8249	61	40	.	.	SYM
consilience-8249	61	41	5	5	NUM
consilience-8249	61	42	i	i	PRON
consilience-8249	61	43	performed	perform	VERB
consilience-8249	61	44	the	the	DET
consilience-8249	61	45	trimming	trimming	NOUN
consilience-8249	61	46	and	and	CCONJ
consilience-8249	61	47	raster	raster	NOUN
consilience-8249	61	48	conversion	conversion	NOUN
consilience-8249	61	49	in	in	ADP
consilience-8249	61	50	arcgis	arcgis	PROPN
consilience-8249	61	51	.	.	PROPN
consilience-8249	62	1	6	6	NUM
consilience-8249	62	2	i	i	PRON
consilience-8249	62	3	performed	perform	VERB
consilience-8249	62	4	the	the	DET
consilience-8249	62	5	image	image	NOUN
consilience-8249	62	6	construction	construction	NOUN
consilience-8249	62	7	in	in	ADP
consilience-8249	62	8	r.	r.	PROPN
consilience-8249	62	9	4	4	NUM
consilience-8249	62	10	consilience	consilience	NOUN
consilience-8249	62	11	figure	figure	NOUN
consilience-8249	62	12	1	1	NUM
consilience-8249	62	13	.	.	PUNCT
consilience-8249	62	14	true	true	ADJ
consilience-8249	62	15	color	color	NOUN
consilience-8249	62	16	composite	composite	NOUN
consilience-8249	62	17	of	of	ADP
consilience-8249	62	18	2020	2020	NUM
consilience-8249	62	19	landsat	landsat	PROPN
consilience-8249	62	20	8	8	NUM
consilience-8249	62	21	satellite	satellite	NOUN
consilience-8249	62	22	imagery	imagery	NOUN
consilience-8249	62	23	consilience	consilience	NOUN
consilience-8249	62	24	zhu	zhu	PROPN
consilience-8249	62	25	:	:	PUNCT
consilience-8249	62	26	using	use	VERB
consilience-8249	62	27	spatial	spatial	ADJ
consilience-8249	62	28	context	context	NOUN
consilience-8249	62	29	and	and	CCONJ
consilience-8249	62	30	demographic	demographic	ADJ
consilience-8249	62	31	analysis	analysis	NOUN
consilience-8249	62	32	next	next	ADV
consilience-8249	62	33	,	,	PUNCT
consilience-8249	62	34	i	i	PRON
consilience-8249	62	35	collected	collect	VERB
consilience-8249	62	36	ground	ground	NOUN
consilience-8249	62	37	-	-	PUNCT
consilience-8249	62	38	truthed	truthe	VERB
consilience-8249	62	39	training	training	NOUN
consilience-8249	62	40	data	datum	NOUN
consilience-8249	62	41	and	and	CCONJ
consilience-8249	62	42	placed	place	VERB
consilience-8249	62	43	them	they	PRON
consilience-8249	62	44	into	into	ADP
consilience-8249	62	45	a	a	DET
consilience-8249	62	46	shapefile.7,8	shapefile.7,8	ADV
consilience-8249	62	47	i	i	PRON
consilience-8249	62	48	directly	directly	ADV
consilience-8249	62	49	confirmed	confirm	VERB
consilience-8249	62	50	these	these	DET
consilience-8249	62	51	individual	individual	ADJ
consilience-8249	62	52	training	training	NOUN
consilience-8249	62	53	points	point	NOUN
consilience-8249	62	54	as	as	ADP
consilience-8249	62	55	either	either	CCONJ
consilience-8249	62	56	permeable	permeable	ADJ
consilience-8249	62	57	,	,	PUNCT
consilience-8249	62	58	impermeable9	impermeable9	ADJ
consilience-8249	62	59	,	,	PUNCT
consilience-8249	62	60	or	or	CCONJ
consilience-8249	62	61	water	water	NOUN
consilience-8249	62	62	.	.	PUNCT
consilience-8249	63	1	in	in	ADP
consilience-8249	63	2	total	total	NOUN
consilience-8249	63	3	,	,	PUNCT
consilience-8249	63	4	i	i	PRON
consilience-8249	63	5	confirmed	confirm	VERB
consilience-8249	63	6	418	418	NUM
consilience-8249	63	7	permeable	permeable	ADJ
consilience-8249	63	8	points	point	NOUN
consilience-8249	63	9	,	,	PUNCT
consilience-8249	63	10	342	342	NUM
consilience-8249	63	11	impermeable	impermeable	ADJ
consilience-8249	63	12	points	point	NOUN
consilience-8249	63	13	,	,	PUNCT
consilience-8249	63	14	and	and	CCONJ
consilience-8249	63	15	212	212	NUM
consilience-8249	63	16	water	water	NOUN
consilience-8249	63	17	points	point	NOUN
consilience-8249	63	18	for	for	ADP
consilience-8249	63	19	a	a	DET
consilience-8249	63	20	total	total	NOUN
consilience-8249	63	21	of	of	ADP
consilience-8249	63	22	972	972	NUM
consilience-8249	63	23	training	training	NOUN
consilience-8249	63	24	data	datum	NOUN
consilience-8249	63	25	points	point	NOUN
consilience-8249	63	26	.	.	PUNCT
consilience-8249	64	1	figure	figure	NOUN
consilience-8249	64	2	2	2	NUM
consilience-8249	64	3	is	be	AUX
consilience-8249	64	4	a	a	DET
consilience-8249	64	5	map	map	NOUN
consilience-8249	64	6	displaying	display	VERB
consilience-8249	64	7	the	the	DET
consilience-8249	64	8	locations	location	NOUN
consilience-8249	64	9	of	of	ADP
consilience-8249	64	10	all	all	DET
consilience-8249	64	11	972	972	NUM
consilience-8249	64	12	training	training	NOUN
consilience-8249	64	13	points	point	NOUN
consilience-8249	64	14	.	.	PUNCT
consilience-8249	65	1	7	7	NUM
consilience-8249	66	1	i	i	PRON
consilience-8249	66	2	created	create	VERB
consilience-8249	66	3	the	the	DET
consilience-8249	66	4	shapefile	shapefile	NOUN
consilience-8249	66	5	in	in	ADP
consilience-8249	66	6	arcgis	arcgis	PROPN
consilience-8249	66	7	.	.	PROPN
consilience-8249	66	8	8	8	NUM
consilience-8249	66	9	while	while	SCONJ
consilience-8249	66	10	collecting	collect	VERB
consilience-8249	66	11	training	training	NOUN
consilience-8249	66	12	data	datum	NOUN
consilience-8249	66	13	for	for	ADP
consilience-8249	66	14	spatial	spatial	ADJ
consilience-8249	66	15	analysis	analysis	NOUN
consilience-8249	66	16	,	,	PUNCT
consilience-8249	66	17	accurate	accurate	ADJ
consilience-8249	66	18	ground	ground	NOUN
consilience-8249	66	19	truthing	truthing	NOUN
consilience-8249	66	20	is	be	AUX
consilience-8249	66	21	essential	essential	ADJ
consilience-8249	66	22	.	.	PUNCT
consilience-8249	67	1	if	if	SCONJ
consilience-8249	67	2	,	,	PUNCT
consilience-8249	67	3	for	for	ADP
consilience-8249	67	4	example	example	NOUN
consilience-8249	67	5	,	,	PUNCT
consilience-8249	67	6	50	50	NUM
consilience-8249	67	7	impermeable	impermeable	ADJ
consilience-8249	67	8	training	training	NOUN
consilience-8249	67	9	points	point	NOUN
consilience-8249	67	10	were	be	AUX
consilience-8249	67	11	actually	actually	ADV
consilience-8249	67	12	water	water	NOUN
consilience-8249	67	13	bodies	body	NOUN
consilience-8249	67	14	,	,	PUNCT
consilience-8249	67	15	the	the	DET
consilience-8249	67	16	model	model	NOUN
consilience-8249	67	17	’s	’s	PART
consilience-8249	67	18	ability	ability	NOUN
consilience-8249	67	19	to	to	PART
consilience-8249	67	20	classify	classify	VERB
consilience-8249	67	21	surfaces	surface	NOUN
consilience-8249	67	22	would	would	AUX
consilience-8249	67	23	be	be	AUX
consilience-8249	67	24	directly	directly	ADV
consilience-8249	67	25	compromised	compromise	VERB
consilience-8249	67	26	.	.	PUNCT
consilience-8249	68	1	9	9	NUM
consilience-8249	68	2	in	in	ADP
consilience-8249	68	3	this	this	DET
consilience-8249	68	4	instance	instance	NOUN
consilience-8249	68	5	of	of	ADP
consilience-8249	68	6	ground	ground	NOUN
consilience-8249	68	7	-	-	PUNCT
consilience-8249	68	8	truthing	truthing	NOUN
consilience-8249	68	9	,	,	PUNCT
consilience-8249	68	10	impermeable	impermeable	ADJ
consilience-8249	68	11	surfaces	surface	NOUN
consilience-8249	68	12	consisted	consist	VERB
consilience-8249	68	13	entirely	entirely	ADV
consilience-8249	68	14	of	of	ADP
consilience-8249	68	15	vegetation	vegetation	NOUN
consilience-8249	68	16	elements	element	NOUN
consilience-8249	68	17	.	.	PUNCT
consilience-8249	69	1	therefore	therefore	ADV
consilience-8249	69	2	,	,	PUNCT
consilience-8249	69	3	permeable	permeable	ADJ
consilience-8249	69	4	elements	element	NOUN
consilience-8249	69	5	such	such	ADJ
consilience-8249	69	6	as	as	ADP
consilience-8249	69	7	porous	porous	ADJ
consilience-8249	69	8	pavement	pavement	NOUN
consilience-8249	69	9	were	be	AUX
consilience-8249	69	10	not	not	PART
consilience-8249	69	11	classified	classify	VERB
consilience-8249	69	12	as	as	ADP
consilience-8249	69	13	permeable	permeable	ADJ
consilience-8249	69	14	.	.	PUNCT
consilience-8249	70	1	this	this	PRON
consilience-8249	70	2	is	be	AUX
consilience-8249	70	3	a	a	DET
consilience-8249	70	4	limitation	limitation	NOUN
consilience-8249	70	5	of	of	ADP
consilience-8249	70	6	a	a	DET
consilience-8249	70	7	satellite	satellite	NOUN
consilience-8249	70	8	-	-	PUNCT
consilience-8249	70	9	imagery	imagery	NOUN
consilience-8249	70	10	based	base	VERB
consilience-8249	70	11	supervised	supervised	ADJ
consilience-8249	70	12	classification	classification	NOUN
consilience-8249	70	13	.	.	PUNCT
consilience-8249	71	1	6	6	NUM
consilience-8249	71	2	consilience	consilience	NOUN
consilience-8249	71	3	figure	figure	NOUN
consilience-8249	71	4	2	2	NUM
consilience-8249	71	5	.	.	PUNCT
consilience-8249	71	6	training	training	NOUN
consilience-8249	71	7	points	point	NOUN
consilience-8249	71	8	confirmed	confirm	VERB
consilience-8249	71	9	through	through	ADP
consilience-8249	71	10	personal	personal	ADJ
consilience-8249	71	11	observation	observation	NOUN
consilience-8249	71	12	consilience	consilience	NOUN
consilience-8249	71	13	zhu	zhu	PROPN
consilience-8249	71	14	:	:	PUNCT
consilience-8249	71	15	using	use	VERB
consilience-8249	71	16	spatial	spatial	ADJ
consilience-8249	71	17	context	context	NOUN
consilience-8249	71	18	and	and	CCONJ
consilience-8249	71	19	demographic	demographic	ADJ
consilience-8249	71	20	analysis	analysis	NOUN
consilience-8249	71	21	after	after	ADP
consilience-8249	71	22	collecting	collect	VERB
consilience-8249	71	23	the	the	DET
consilience-8249	71	24	required	require	VERB
consilience-8249	71	25	imagery	imagery	NOUN
consilience-8249	71	26	and	and	CCONJ
consilience-8249	71	27	training	training	NOUN
consilience-8249	71	28	data	datum	NOUN
consilience-8249	71	29	,	,	PUNCT
consilience-8249	71	30	i	i	PRON
consilience-8249	71	31	wrote	write	VERB
consilience-8249	71	32	a	a	DET
consilience-8249	71	33	supervised	supervised	ADJ
consilience-8249	71	34	classification	classification	NOUN
consilience-8249	71	35	script	script	NOUN
consilience-8249	71	36	(	(	PUNCT
consilience-8249	71	37	see	see	VERB
consilience-8249	71	38	appendix).10	appendix).10	PROPN
consilience-8249	71	39	using	use	VERB
consilience-8249	71	40	a	a	DET
consilience-8249	71	41	decision	decision	NOUN
consilience-8249	71	42	tree	tree	NOUN
consilience-8249	71	43	structure	structure	NOUN
consilience-8249	71	44	,	,	PUNCT
consilience-8249	71	45	i	i	PRON
consilience-8249	71	46	computed	compute	VERB
consilience-8249	71	47	predictions	prediction	NOUN
consilience-8249	71	48	of	of	ADP
consilience-8249	71	49	surface	surface	NOUN
consilience-8249	71	50	permeability	permeability	NOUN
consilience-8249	71	51	across	across	ADP
consilience-8249	71	52	philadelphia	philadelphia	PROPN
consilience-8249	71	53	.	.	PUNCT
consilience-8249	72	1	figure	figure	NOUN
consilience-8249	72	2	3	3	NUM
consilience-8249	72	3	shows	show	VERB
consilience-8249	72	4	a	a	DET
consilience-8249	72	5	generalized	generalized	ADJ
consilience-8249	72	6	example	example	NOUN
consilience-8249	72	7	of	of	ADP
consilience-8249	72	8	the	the	DET
consilience-8249	72	9	decision	decision	NOUN
consilience-8249	72	10	tree.11	tree.11	NOUN
consilience-8249	72	11	figure	figure	VERB
consilience-8249	72	12	4	4	NUM
consilience-8249	72	13	maps	map	NOUN
consilience-8249	72	14	the	the	DET
consilience-8249	72	15	resulting	result	VERB
consilience-8249	72	16	classification	classification	NOUN
consilience-8249	72	17	of	of	ADP
consilience-8249	72	18	surface	surface	NOUN
consilience-8249	72	19	types	type	NOUN
consilience-8249	72	20	.	.	PUNCT
consilience-8249	73	1	figure	figure	VERB
consilience-8249	73	2	3	3	NUM
consilience-8249	73	3	.	.	NOUN
consilience-8249	73	4	example	example	NOUN
consilience-8249	73	5	of	of	ADP
consilience-8249	73	6	decision	decision	NOUN
consilience-8249	73	7	tree	tree	NOUN
consilience-8249	73	8	structure	structure	NOUN
consilience-8249	73	9	10	10	NUM
consilience-8249	73	10	i	i	PRON
consilience-8249	73	11	wrote	write	VERB
consilience-8249	73	12	the	the	DET
consilience-8249	73	13	supervised	supervised	ADJ
consilience-8249	73	14	classification	classification	NOUN
consilience-8249	73	15	script	script	NOUN
consilience-8249	73	16	in	in	ADP
consilience-8249	73	17	r.	r.	PROPN
consilience-8249	73	18	11	11	NUM
consilience-8249	73	19	in	in	ADP
consilience-8249	73	20	the	the	DET
consilience-8249	73	21	generalized	generalized	ADJ
consilience-8249	73	22	example	example	NOUN
consilience-8249	73	23	,	,	PUNCT
consilience-8249	73	24	each	each	DET
consilience-8249	73	25	condition	condition	NOUN
consilience-8249	73	26	represents	represent	VERB
consilience-8249	73	27	a	a	DET
consilience-8249	73	28	reflectance	reflectance	NOUN
consilience-8249	73	29	value	value	NOUN
consilience-8249	73	30	.	.	PUNCT
consilience-8249	74	1	the	the	DET
consilience-8249	74	2	model	model	NOUN
consilience-8249	74	3	bases	base	VERB
consilience-8249	74	4	its	its	PRON
consilience-8249	74	5	prediction	prediction	NOUN
consilience-8249	74	6	on	on	ADP
consilience-8249	74	7	the	the	DET
consilience-8249	74	8	reflectance	reflectance	NOUN
consilience-8249	74	9	values	value	NOUN
consilience-8249	74	10	of	of	ADP
consilience-8249	74	11	the	the	DET
consilience-8249	74	12	training	training	NOUN
consilience-8249	74	13	points	point	NOUN
consilience-8249	74	14	.	.	PUNCT
consilience-8249	75	1	for	for	ADP
consilience-8249	75	2	example	example	NOUN
consilience-8249	75	3	,	,	PUNCT
consilience-8249	75	4	in	in	ADP
consilience-8249	75	5	pixel	pixel	PROPN
consilience-8249	75	6	q	q	X
consilience-8249	75	7	,	,	PUNCT
consilience-8249	75	8	if	if	SCONJ
consilience-8249	75	9	band	band	NOUN
consilience-8249	75	10	2	2	NUM
consilience-8249	75	11	’s	’s	PART
consilience-8249	75	12	reflectance	reflectance	NOUN
consilience-8249	75	13	is	be	AUX
consilience-8249	75	14	greater	great	ADJ
consilience-8249	75	15	than	than	ADP
consilience-8249	75	16	x	x	PRON
consilience-8249	75	17	and	and	CCONJ
consilience-8249	75	18	band	band	NOUN
consilience-8249	75	19	2	2	NUM
consilience-8249	75	20	’s	’s	PART
consilience-8249	75	21	reflectance	reflectance	NOUN
consilience-8249	75	22	in	in	ADP
consilience-8249	75	23	permeable	permeable	ADJ
consilience-8249	75	24	-	-	PUNCT
consilience-8249	75	25	surface	surface	NOUN
consilience-8249	75	26	training	training	NOUN
consilience-8249	75	27	points	point	NOUN
consilience-8249	75	28	is	be	AUX
consilience-8249	75	29	almost	almost	ADV
consilience-8249	75	30	always	always	ADV
consilience-8249	75	31	greater	great	ADJ
consilience-8249	75	32	than	than	ADP
consilience-8249	75	33	x	x	NOUN
consilience-8249	75	34	,	,	PUNCT
consilience-8249	75	35	then	then	ADV
consilience-8249	75	36	pixel	pixel	PROPN
consilience-8249	75	37	q	q	PROPN
consilience-8249	75	38	is	be	AUX
consilience-8249	75	39	predicted	predict	VERB
consilience-8249	75	40	to	to	PART
consilience-8249	75	41	be	be	AUX
consilience-8249	75	42	a	a	DET
consilience-8249	75	43	permeable	permeable	ADJ
consilience-8249	75	44	surface	surface	NOUN
consilience-8249	75	45	.	.	PUNCT
consilience-8249	76	1	8	8	NUM
consilience-8249	76	2	consilience	consilience	NOUN
consilience-8249	76	3	figure	figure	NOUN
consilience-8249	76	4	4	4	NUM
consilience-8249	76	5	.	.	PUNCT
consilience-8249	76	6	supervised	supervise	VERB
consilience-8249	76	7	classification	classification	NOUN
consilience-8249	76	8	of	of	ADP
consilience-8249	76	9	surface	surface	NOUN
consilience-8249	76	10	permeability	permeability	NOUN
consilience-8249	76	11	in	in	ADP
consilience-8249	76	12	philadelphia	philadelphia	PROPN
consilience-8249	76	13	(	(	PUNCT
consilience-8249	76	14	2020	2020	NUM
consilience-8249	76	15	)	)	PUNCT
consilience-8249	76	16	consilience	consilience	NOUN
consilience-8249	76	17	zhu	zhu	PROPN
consilience-8249	76	18	:	:	PUNCT
consilience-8249	76	19	using	use	VERB
consilience-8249	76	20	spatial	spatial	ADJ
consilience-8249	76	21	context	context	NOUN
consilience-8249	76	22	and	and	CCONJ
consilience-8249	76	23	demographic	demographic	ADJ
consilience-8249	76	24	analysis	analysis	NOUN
consilience-8249	76	25	as	as	SCONJ
consilience-8249	76	26	shown	show	VERB
consilience-8249	76	27	in	in	ADP
consilience-8249	76	28	figure	figure	NOUN
consilience-8249	76	29	5	5	NUM
consilience-8249	76	30	,	,	PUNCT
consilience-8249	76	31	impermeable	impermeable	ADJ
consilience-8249	76	32	surfaces	surface	NOUN
consilience-8249	76	33	outnumber	outnumber	VERB
consilience-8249	76	34	permeable	permeable	ADJ
consilience-8249	76	35	surfaces	surface	NOUN
consilience-8249	76	36	in	in	ADP
consilience-8249	76	37	philadelphia	philadelphia	PROPN
consilience-8249	76	38	by	by	ADP
consilience-8249	76	39	nearly	nearly	ADV
consilience-8249	76	40	2:1	2:1	NUM
consilience-8249	76	41	.	.	PUNCT
consilience-8249	77	1	impermeable	impermeable	ADJ
consilience-8249	77	2	surfaces	surface	NOUN
consilience-8249	77	3	especially	especially	ADV
consilience-8249	77	4	outnumber	outnumber	ADV
consilience-8249	77	5	permeable	permeable	ADJ
consilience-8249	77	6	surfaces	surface	NOUN
consilience-8249	77	7	in	in	ADP
consilience-8249	77	8	central	central	ADJ
consilience-8249	77	9	and	and	CCONJ
consilience-8249	77	10	south	south	PROPN
consilience-8249	77	11	philadelphia	philadelphia	PROPN
consilience-8249	77	12	.	.	PUNCT
consilience-8249	78	1	in	in	ADP
consilience-8249	78	2	the	the	DET
consilience-8249	78	3	northwest	northwest	ADJ
consilience-8249	78	4	and	and	CCONJ
consilience-8249	78	5	northeast	northeast	ADJ
consilience-8249	78	6	regions	region	NOUN
consilience-8249	78	7	,	,	PUNCT
consilience-8249	78	8	permeable	permeable	ADJ
consilience-8249	78	9	surfaces	surface	NOUN
consilience-8249	78	10	are	be	AUX
consilience-8249	78	11	relatively	relatively	ADV
consilience-8249	78	12	more	more	ADV
consilience-8249	78	13	common	common	ADJ
consilience-8249	78	14	.	.	PUNCT
consilience-8249	79	1	these	these	DET
consilience-8249	79	2	northern	northern	ADJ
consilience-8249	79	3	regions	region	NOUN
consilience-8249	79	4	represent	represent	VERB
consilience-8249	79	5	the	the	DET
consilience-8249	79	6	sections	section	NOUN
consilience-8249	79	7	of	of	ADP
consilience-8249	79	8	philadelphia	philadelphia	PROPN
consilience-8249	79	9	that	that	PRON
consilience-8249	79	10	are	be	AUX
consilience-8249	79	11	beginning	begin	VERB
consilience-8249	79	12	to	to	PART
consilience-8249	79	13	blend	blend	VERB
consilience-8249	79	14	with	with	ADP
consilience-8249	79	15	suburban	suburban	ADJ
consilience-8249	79	16	landscapes	landscape	NOUN
consilience-8249	79	17	.	.	PUNCT
consilience-8249	80	1	to	to	PART
consilience-8249	80	2	confirm	confirm	VERB
consilience-8249	80	3	the	the	DET
consilience-8249	80	4	accuracy	accuracy	NOUN
consilience-8249	80	5	of	of	ADP
consilience-8249	80	6	the	the	DET
consilience-8249	80	7	classification	classification	NOUN
consilience-8249	80	8	,	,	PUNCT
consilience-8249	80	9	i	i	PRON
consilience-8249	80	10	compared	compare	VERB
consilience-8249	80	11	the	the	DET
consilience-8249	80	12	predicted	predict	VERB
consilience-8249	80	13	permeability	permeability	NOUN
consilience-8249	80	14	with	with	ADP
consilience-8249	80	15	the	the	DET
consilience-8249	80	16	original	original	ADJ
consilience-8249	80	17	training	training	NOUN
consilience-8249	80	18	data	datum	NOUN
consilience-8249	80	19	.	.	PUNCT
consilience-8249	81	1	the	the	DET
consilience-8249	81	2	following	follow	VERB
consilience-8249	81	3	is	be	AUX
consilience-8249	81	4	an	an	DET
consilience-8249	81	5	example	example	NOUN
consilience-8249	81	6	of	of	ADP
consilience-8249	81	7	this	this	DET
consilience-8249	81	8	comparison	comparison	NOUN
consilience-8249	81	9	in	in	ADP
consilience-8249	81	10	question	question	NOUN
consilience-8249	81	11	form	form	NOUN
consilience-8249	81	12	:	:	PUNCT
consilience-8249	81	13	for	for	ADP
consilience-8249	81	14	a	a	DET
consilience-8249	81	15	training	training	NOUN
consilience-8249	81	16	point	point	NOUN
consilience-8249	81	17	that	that	PRON
consilience-8249	81	18	was	be	AUX
consilience-8249	81	19	confirmed	confirm	VERB
consilience-8249	81	20	in	in	ADP
consilience-8249	81	21	-	-	PUNCT
consilience-8249	81	22	person	person	NOUN
consilience-8249	81	23	as	as	ADP
consilience-8249	81	24	an	an	DET
consilience-8249	81	25	impermeable	impermeable	ADJ
consilience-8249	81	26	surface	surface	NOUN
consilience-8249	81	27	,	,	PUNCT
consilience-8249	81	28	was	be	AUX
consilience-8249	81	29	an	an	DET
consilience-8249	81	30	impermeable	impermeable	ADJ
consilience-8249	81	31	surface	surface	NOUN
consilience-8249	81	32	predicted	predict	VERB
consilience-8249	81	33	by	by	ADP
consilience-8249	81	34	the	the	DET
consilience-8249	81	35	machine	machine	NOUN
consilience-8249	81	36	learning	learn	VERB
consilience-8249	81	37	model	model	NOUN
consilience-8249	81	38	?	?	PUNCT
consilience-8249	82	1	for	for	ADP
consilience-8249	82	2	this	this	DET
consilience-8249	82	3	criterion	criterion	NOUN
consilience-8249	82	4	,	,	PUNCT
consilience-8249	82	5	the	the	DET
consilience-8249	82	6	model	model	NOUN
consilience-8249	82	7	was	be	AUX
consilience-8249	82	8	shown	show	VERB
consilience-8249	82	9	to	to	PART
consilience-8249	82	10	be	be	AUX
consilience-8249	82	11	99.59	99.59	NUM
consilience-8249	82	12	percent	percent	NOUN
consilience-8249	82	13	accurate	accurate	ADJ
consilience-8249	82	14	:	:	PUNCT
consilience-8249	82	15	of	of	ADP
consilience-8249	82	16	the	the	DET
consilience-8249	82	17	972	972	NUM
consilience-8249	82	18	training	training	NOUN
consilience-8249	82	19	points	point	NOUN
consilience-8249	82	20	,	,	PUNCT
consilience-8249	82	21	968	968	NUM
consilience-8249	82	22	were	be	AUX
consilience-8249	82	23	predicted	predict	VERB
consilience-8249	82	24	correctly	correctly	ADV
consilience-8249	82	25	.	.	PUNCT
consilience-8249	83	1	one	one	NUM
consilience-8249	83	2	water	water	NOUN
consilience-8249	83	3	training	training	NOUN
consilience-8249	83	4	point	point	NOUN
consilience-8249	83	5	figure	figure	NOUN
consilience-8249	83	6	5	5	NUM
consilience-8249	83	7	.	.	PUNCT
consilience-8249	83	8	surface	surface	NOUN
consilience-8249	83	9	area	area	NOUN
consilience-8249	83	10	breakdown	breakdown	NOUN
consilience-8249	83	11	of	of	ADP
consilience-8249	83	12	2020	2020	NUM
consilience-8249	83	13	supervised	supervise	VERB
consilience-8249	83	14	classification	classification	NOUN
consilience-8249	83	15	19141200	19141200	NUM
consilience-8249	83	16	,	,	PUNCT
consilience-8249	83	17	5.2	5.2	NUM
consilience-8249	83	18	%	%	NOUN
consilience-8249	83	19	216361800	216361800	NUM
consilience-8249	83	20	,	,	PUNCT
consilience-8249	83	21	58.6	58.6	NUM
consilience-8249	83	22	%	%	NOUN
consilience-8249	83	23	133801200	133801200	NUM
consilience-8249	83	24	,	,	PUNCT
consilience-8249	83	25	36.2	36.2	NUM
consilience-8249	83	26	%	%	NOUN
consilience-8249	83	27	surface	surface	NOUN
consilience-8249	83	28	permeability	permeability	NOUN
consilience-8249	83	29	supervised	supervise	VERB
consilience-8249	83	30	classification	classification	NOUN
consilience-8249	83	31	surface	surface	NOUN
consilience-8249	83	32	area	area	NOUN
consilience-8249	83	33	in	in	ADP
consilience-8249	83	34	square	square	ADJ
consilience-8249	83	35	meters	meter	NOUN
consilience-8249	83	36	water	water	NOUN
consilience-8249	83	37	impermeable	impermeable	ADJ
consilience-8249	83	38	permeable	permeable	ADJ
consilience-8249	83	39	10	10	NUM
consilience-8249	83	40	consilience	consilience	NOUN
consilience-8249	83	41	and	and	CCONJ
consilience-8249	83	42	three	three	NUM
consilience-8249	83	43	permeable	permeable	ADJ
consilience-8249	83	44	training	training	NOUN
consilience-8249	83	45	points	point	NOUN
consilience-8249	83	46	were	be	AUX
consilience-8249	83	47	incorrectly	incorrectly	ADV
consilience-8249	83	48	predicted	predict	VERB
consilience-8249	83	49	as	as	ADP
consilience-8249	83	50	impermeable	impermeable	ADJ
consilience-8249	83	51	.	.	PUNCT
consilience-8249	84	1	as	as	ADP
consilience-8249	84	2	another	another	DET
consilience-8249	84	3	validation	validation	NOUN
consilience-8249	84	4	method	method	NOUN
consilience-8249	84	5	,	,	PUNCT
consilience-8249	84	6	i	i	PRON
consilience-8249	84	7	calculated	calculate	VERB
consilience-8249	84	8	the	the	DET
consilience-8249	84	9	sensitivity12	sensitivity12	NOUN
consilience-8249	84	10	and	and	CCONJ
consilience-8249	84	11	specificity13	specificity13	NOUN
consilience-8249	84	12	for	for	ADP
consilience-8249	84	13	each	each	DET
consilience-8249	84	14	category	category	NOUN
consilience-8249	84	15	(	(	PUNCT
consilience-8249	84	16	see	see	VERB
consilience-8249	84	17	table	table	NOUN
consilience-8249	84	18	1	1	NUM
consilience-8249	84	19	)	)	PUNCT
consilience-8249	84	20	.	.	PUNCT
consilience-8249	85	1	permeable	permeable	ADJ
consilience-8249	85	2	impermeable	impermeable	ADJ
consilience-8249	85	3	water	water	NOUN
consilience-8249	85	4	sensitivity	sensitivity	NOUN
consilience-8249	85	5	100.00	100.00	NUM
consilience-8249	85	6	%	%	NOUN
consilience-8249	85	7	98.84	98.84	NUM
consilience-8249	85	8	%	%	NOUN
consilience-8249	85	9	100.00	100.00	NUM
consilience-8249	85	10	%	%	NOUN
consilience-8249	85	11	specificity	specificity	NOUN
consilience-8249	85	12	99.46	99.46	NUM
consilience-8249	85	13	%	%	NOUN
consilience-8249	85	14	100.00	100.00	NUM
consilience-8249	85	15	%	%	NOUN
consilience-8249	85	16	99.87	99.87	NUM
consilience-8249	85	17	%	%	NOUN
consilience-8249	85	18	table	table	NOUN
consilience-8249	85	19	1	1	NUM
consilience-8249	85	20	.	.	X
consilience-8249	85	21	sensitivity	sensitivity	NOUN
consilience-8249	85	22	and	and	CCONJ
consilience-8249	85	23	specificity	specificity	NOUN
consilience-8249	85	24	of	of	ADP
consilience-8249	85	25	the	the	DET
consilience-8249	85	26	supervised	supervised	ADJ
consilience-8249	85	27	classification	classification	NOUN
consilience-8249	85	28	demographic	demographic	ADJ
consilience-8249	85	29	analysis	analysis	NOUN
consilience-8249	85	30	this	this	DET
consilience-8249	85	31	study	study	NOUN
consilience-8249	85	32	searches	search	NOUN
consilience-8249	85	33	for	for	ADP
consilience-8249	85	34	connections	connection	NOUN
consilience-8249	85	35	between	between	ADP
consilience-8249	85	36	surface	surface	NOUN
consilience-8249	85	37	permeability	permeability	NOUN
consilience-8249	85	38	and	and	CCONJ
consilience-8249	85	39	socioeconomic	socioeconomic	ADJ
consilience-8249	85	40	factors	factor	NOUN
consilience-8249	85	41	in	in	ADP
consilience-8249	85	42	order	order	NOUN
consilience-8249	85	43	to	to	PART
consilience-8249	85	44	consider	consider	VERB
consilience-8249	85	45	issues	issue	NOUN
consilience-8249	85	46	of	of	ADP
consilience-8249	85	47	environmental	environmental	ADJ
consilience-8249	85	48	justice	justice	NOUN
consilience-8249	85	49	and	and	CCONJ
consilience-8249	85	50	neighborhood	neighborhood	NOUN
consilience-8249	85	51	affordability	affordability	NOUN
consilience-8249	85	52	.	.	PUNCT
consilience-8249	86	1	specifically	specifically	ADV
consilience-8249	86	2	,	,	PUNCT
consilience-8249	86	3	this	this	DET
consilience-8249	86	4	study	study	NOUN
consilience-8249	86	5	examines	examine	VERB
consilience-8249	86	6	a	a	DET
consilience-8249	86	7	total	total	NOUN
consilience-8249	86	8	of	of	ADP
consilience-8249	86	9	three	three	NUM
consilience-8249	86	10	community	community	NOUN
consilience-8249	86	11	demographic	demographic	ADJ
consilience-8249	86	12	indicators	indicator	NOUN
consilience-8249	86	13	:	:	PUNCT
consilience-8249	86	14	household	household	NOUN
consilience-8249	86	15	income	income	NOUN
consilience-8249	86	16	,	,	PUNCT
consilience-8249	86	17	rent	rent	NOUN
consilience-8249	86	18	,	,	PUNCT
consilience-8249	86	19	and	and	CCONJ
consilience-8249	86	20	property	property	NOUN
consilience-8249	86	21	values.14	values.14	NOUN
consilience-8249	86	22	i	i	PRON
consilience-8249	86	23	obtained	obtain	VERB
consilience-8249	86	24	the	the	DET
consilience-8249	86	25	census	census	NOUN
consilience-8249	86	26	block	block	NOUN
consilience-8249	86	27	group	group	NOUN
consilience-8249	86	28	for	for	ADP
consilience-8249	86	29	each	each	DET
consilience-8249	86	30	indicator	indicator	NOUN
consilience-8249	86	31	from	from	ADP
consilience-8249	86	32	the	the	DET
consilience-8249	86	33	american	american	PROPN
consilience-8249	86	34	community	community	NOUN
consilience-8249	86	35	survey	survey	NOUN
consilience-8249	86	36	2014	2014	NUM
consilience-8249	86	37	-	-	SYM
consilience-8249	86	38	2018	2018	NUM
consilience-8249	86	39	5	5	NUM
consilience-8249	86	40	year	year	NOUN
consilience-8249	86	41	estimates	estimate	NOUN
consilience-8249	86	42	.	.	PUNCT
consilience-8249	87	1	i	i	PRON
consilience-8249	87	2	then	then	ADV
consilience-8249	87	3	converted	convert	VERB
consilience-8249	87	4	this	this	DET
consilience-8249	87	5	data	datum	NOUN
consilience-8249	87	6	to	to	ADP
consilience-8249	87	7	raster	raster	PROPN
consilience-8249	87	8	outputs	output	NOUN
consilience-8249	87	9	and	and	CCONJ
consilience-8249	87	10	separated	separate	VERB
consilience-8249	87	11	the	the	DET
consilience-8249	87	12	block	block	NOUN
consilience-8249	87	13	groups	group	NOUN
consilience-8249	87	14	into	into	ADP
consilience-8249	87	15	three	three	NUM
consilience-8249	87	16	categories	category	NOUN
consilience-8249	87	17	:	:	PUNCT
consilience-8249	87	18	low	low	ADJ
consilience-8249	87	19	,	,	PUNCT
consilience-8249	87	20	medium	medium	ADJ
consilience-8249	87	21	,	,	PUNCT
consilience-8249	87	22	and	and	CCONJ
consilience-8249	87	23	high	high	ADJ
consilience-8249	87	24	(	(	PUNCT
consilience-8249	87	25	see	see	VERB
consilience-8249	87	26	figures	figure	NOUN
consilience-8249	87	27	6	6	NUM
consilience-8249	87	28	,	,	PUNCT
consilience-8249	87	29	7	7	NUM
consilience-8249	87	30	,	,	PUNCT
consilience-8249	87	31	and	and	CCONJ
consilience-8249	87	32	8	8	NUM
consilience-8249	87	33	12	12	NUM
consilience-8249	87	34	sensitivity	sensitivity	NOUN
consilience-8249	87	35	definition	definition	NOUN
consilience-8249	87	36	:	:	PUNCT
consilience-8249	87	37	(	(	PUNCT
consilience-8249	87	38	number	number	NOUN
consilience-8249	87	39	of	of	ADP
consilience-8249	87	40	true	true	ADJ
consilience-8249	87	41	positives	positive	NOUN
consilience-8249	87	42	)	)	PUNCT
consilience-8249	87	43	/	/	SYM
consilience-8249	87	44	(	(	PUNCT
consilience-8249	87	45	number	number	NOUN
consilience-8249	87	46	of	of	ADP
consilience-8249	87	47	true	true	ADJ
consilience-8249	87	48	positives	positive	NOUN
consilience-8249	87	49	+	+	CCONJ
consilience-8249	87	50	number	number	NOUN
consilience-8249	87	51	of	of	ADP
consilience-8249	87	52	false	false	ADJ
consilience-8249	87	53	negatives	negative	NOUN
consilience-8249	87	54	)	)	PUNCT
consilience-8249	87	55	13	13	NUM
consilience-8249	87	56	specificity	specificity	NOUN
consilience-8249	87	57	definition	definition	NOUN
consilience-8249	87	58	:	:	PUNCT
consilience-8249	87	59	(	(	PUNCT
consilience-8249	87	60	number	number	NOUN
consilience-8249	87	61	of	of	ADP
consilience-8249	87	62	true	true	ADJ
consilience-8249	87	63	negatives	negative	NOUN
consilience-8249	87	64	)	)	PUNCT
consilience-8249	87	65	/	/	SYM
consilience-8249	87	66	(	(	PUNCT
consilience-8249	87	67	number	number	NOUN
consilience-8249	87	68	of	of	ADP
consilience-8249	87	69	true	true	ADJ
consilience-8249	87	70	negatives	negative	NOUN
consilience-8249	87	71	+	+	CCONJ
consilience-8249	87	72	number	number	NOUN
consilience-8249	87	73	of	of	ADP
consilience-8249	87	74	false	false	ADJ
consilience-8249	87	75	positives	positive	NOUN
consilience-8249	87	76	)	)	PUNCT
consilience-8249	87	77	14	14	NUM
consilience-8249	87	78	these	these	DET
consilience-8249	87	79	indicators	indicator	NOUN
consilience-8249	87	80	,	,	PUNCT
consilience-8249	87	81	while	while	SCONJ
consilience-8249	87	82	useful	useful	ADJ
consilience-8249	87	83	,	,	PUNCT
consilience-8249	87	84	are	be	AUX
consilience-8249	87	85	not	not	PART
consilience-8249	87	86	a	a	DET
consilience-8249	87	87	complete	complete	ADJ
consilience-8249	87	88	portrait	portrait	NOUN
consilience-8249	87	89	of	of	ADP
consilience-8249	87	90	any	any	DET
consilience-8249	87	91	community	community	NOUN
consilience-8249	87	92	.	.	PUNCT
consilience-8249	88	1	a	a	DET
consilience-8249	88	2	limitation	limitation	NOUN
consilience-8249	88	3	of	of	ADP
consilience-8249	88	4	this	this	DET
consilience-8249	88	5	demographic	demographic	ADJ
consilience-8249	88	6	analysis	analysis	NOUN
consilience-8249	88	7	is	be	AUX
consilience-8249	88	8	that	that	SCONJ
consilience-8249	88	9	it	it	PRON
consilience-8249	88	10	is	be	AUX
consilience-8249	88	11	impossible	impossible	ADJ
consilience-8249	88	12	to	to	PART
consilience-8249	88	13	create	create	VERB
consilience-8249	88	14	a	a	DET
consilience-8249	88	15	complete	complete	ADJ
consilience-8249	88	16	depiction	depiction	NOUN
consilience-8249	88	17	of	of	ADP
consilience-8249	88	18	an	an	DET
consilience-8249	88	19	urban	urban	ADJ
consilience-8249	88	20	community	community	NOUN
consilience-8249	88	21	using	use	VERB
consilience-8249	88	22	such	such	ADJ
consilience-8249	88	23	indicators	indicator	NOUN
consilience-8249	88	24	.	.	PUNCT
consilience-8249	89	1	consilience	consilience	PROPN
consilience-8249	89	2	zhu	zhu	PROPN
consilience-8249	89	3	:	:	PUNCT
consilience-8249	89	4	using	use	VERB
consilience-8249	89	5	spatial	spatial	ADJ
consilience-8249	89	6	context	context	NOUN
consilience-8249	89	7	and	and	CCONJ
consilience-8249	89	8	demographic	demographic	ADJ
consilience-8249	89	9	analysis	analysis	NOUN
consilience-8249	89	10	below	below	ADP
consilience-8249	89	11	)	)	PUNCT
consilience-8249	89	12	.	.	PUNCT
consilience-8249	90	1	the	the	DET
consilience-8249	90	2	break	break	NOUN
consilience-8249	90	3	points	point	NOUN
consilience-8249	90	4	were	be	AUX
consilience-8249	90	5	chosen	choose	VERB
consilience-8249	90	6	to	to	PART
consilience-8249	90	7	create	create	VERB
consilience-8249	90	8	roughly	roughly	ADV
consilience-8249	90	9	equal	equal	ADJ
consilience-8249	90	10	amounts	amount	NOUN
consilience-8249	90	11	of	of	ADP
consilience-8249	90	12	area	area	NOUN
consilience-8249	90	13	in	in	ADP
consilience-8249	90	14	each	each	PRON
consilience-8249	90	15	category.15figure	category.15figure	PROPN
consilience-8249	90	16	6	6	NUM
consilience-8249	90	17	.	.	PUNCT
consilience-8249	91	1	median	median	ADJ
consilience-8249	91	2	household	household	NOUN
consilience-8249	91	3	income	income	NOUN
consilience-8249	91	4	from	from	ADP
consilience-8249	91	5	the	the	DET
consilience-8249	91	6	2014	2014	NUM
consilience-8249	91	7	-	-	SYM
consilience-8249	91	8	2018	2018	NUM
consilience-8249	91	9	american	american	ADJ
consilience-8249	91	10	community	community	NOUN
consilience-8249	91	11	survey	survey	NOUN
consilience-8249	91	12	12	12	NUM
consilience-8249	91	13	consilience	consilience	NOUN
consilience-8249	91	14	figure	figure	NOUN
consilience-8249	91	15	7	7	NUM
consilience-8249	91	16	.	.	PUNCT
consilience-8249	92	1	median	median	ADJ
consilience-8249	92	2	rent	rent	NOUN
consilience-8249	92	3	from	from	ADP
consilience-8249	92	4	the	the	DET
consilience-8249	92	5	2014	2014	NUM
consilience-8249	92	6	-	-	SYM
consilience-8249	92	7	2018	2018	NUM
consilience-8249	92	8	american	american	ADJ
consilience-8249	92	9	community	community	NOUN
consilience-8249	92	10	survey	survey	NOUN
consilience-8249	92	11	consilience	consilience	NOUN
consilience-8249	92	12	zhu	zhu	PROPN
consilience-8249	92	13	:	:	PUNCT
consilience-8249	92	14	using	use	VERB
consilience-8249	92	15	spatial	spatial	ADJ
consilience-8249	92	16	context	context	NOUN
consilience-8249	92	17	and	and	CCONJ
consilience-8249	92	18	demographic	demographic	ADJ
consilience-8249	92	19	analysis	analysis	NOUN
consilience-8249	92	20	figure	figure	NOUN
consilience-8249	92	21	8	8	NUM
consilience-8249	92	22	.	.	PUNCT
consilience-8249	93	1	median	median	ADJ
consilience-8249	93	2	home	home	NOUN
consilience-8249	93	3	value	value	NOUN
consilience-8249	93	4	from	from	ADP
consilience-8249	93	5	the	the	DET
consilience-8249	93	6	2014	2014	NUM
consilience-8249	93	7	-	-	SYM
consilience-8249	93	8	2018	2018	NUM
consilience-8249	93	9	american	american	ADJ
consilience-8249	93	10	community	community	NOUN
consilience-8249	93	11	survey	survey	NOUN
consilience-8249	93	12	consilience	consilience	NOUN
consilience-8249	93	13	zhu	zhu	PROPN
consilience-8249	93	14	:	:	PUNCT
consilience-8249	93	15	using	use	VERB
consilience-8249	93	16	spatial	spatial	ADJ
consilience-8249	93	17	context	context	NOUN
consilience-8249	93	18	and	and	CCONJ
consilience-8249	93	19	demographic	demographic	ADJ
consilience-8249	93	20	analysis	analysis	NOUN
consilience-8249	93	21	correlating	correlate	VERB
consilience-8249	93	22	surface	surface	NOUN
consilience-8249	93	23	permeability	permeability	NOUN
consilience-8249	93	24	with	with	ADP
consilience-8249	93	25	demographic	demographic	ADJ
consilience-8249	93	26	data	datum	NOUN
consilience-8249	93	27	i	i	PRON
consilience-8249	93	28	combined	combine	VERB
consilience-8249	93	29	the	the	DET
consilience-8249	93	30	supervised	supervised	ADJ
consilience-8249	93	31	classification	classification	NOUN
consilience-8249	93	32	with	with	ADP
consilience-8249	93	33	each	each	PRON
consilience-8249	93	34	of	of	ADP
consilience-8249	93	35	the	the	DET
consilience-8249	93	36	demographic	demographic	ADJ
consilience-8249	93	37	factors	factor	NOUN
consilience-8249	93	38	using	use	VERB
consilience-8249	93	39	the	the	DET
consilience-8249	93	40	raster	raster	NOUN
consilience-8249	93	41	calculator	calculator	NOUN
consilience-8249	93	42	feature	feature	NOUN
consilience-8249	93	43	in	in	ADP
consilience-8249	93	44	arcgis	arcgis	PROPN
consilience-8249	93	45	.	.	PUNCT
consilience-8249	94	1	for	for	ADP
consilience-8249	94	2	this	this	DET
consilience-8249	94	3	process	process	NOUN
consilience-8249	94	4	,	,	PUNCT
consilience-8249	94	5	i	i	PRON
consilience-8249	94	6	assigned	assign	VERB
consilience-8249	94	7	numerical	numerical	ADJ
consilience-8249	94	8	values	value	NOUN
consilience-8249	94	9	to	to	ADP
consilience-8249	94	10	both	both	CCONJ
consilience-8249	94	11	the	the	DET
consilience-8249	94	12	surface	surface	NOUN
consilience-8249	94	13	permeability	permeability	NOUN
consilience-8249	94	14	and	and	CCONJ
consilience-8249	94	15	demographic	demographic	ADJ
consilience-8249	94	16	indicator	indicator	NOUN
consilience-8249	94	17	categorizations	categorization	NOUN
consilience-8249	94	18	.	.	PUNCT
consilience-8249	95	1	then	then	ADV
consilience-8249	95	2	i	i	PRON
consilience-8249	95	3	multiplied	multiply	VERB
consilience-8249	95	4	the	the	DET
consilience-8249	95	5	values	value	NOUN
consilience-8249	95	6	together	together	ADV
consilience-8249	95	7	to	to	PART
consilience-8249	95	8	create	create	VERB
consilience-8249	95	9	distinct	distinct	ADJ
consilience-8249	95	10	product	product	NOUN
consilience-8249	95	11	values	value	NOUN
consilience-8249	95	12	.	.	PUNCT
consilience-8249	96	1	in	in	ADP
consilience-8249	96	2	order	order	NOUN
consilience-8249	96	3	to	to	PART
consilience-8249	96	4	perform	perform	VERB
consilience-8249	96	5	this	this	DET
consilience-8249	96	6	comparative	comparative	ADJ
consilience-8249	96	7	analysis	analysis	NOUN
consilience-8249	96	8	,	,	PUNCT
consilience-8249	96	9	both	both	CCONJ
consilience-8249	96	10	the	the	DET
consilience-8249	96	11	surface	surface	NOUN
consilience-8249	96	12	permeability	permeability	NOUN
consilience-8249	96	13	and	and	CCONJ
consilience-8249	96	14	demographic	demographic	ADJ
consilience-8249	96	15	indicator	indicator	NOUN
consilience-8249	96	16	raster	raster	NOUN
consilience-8249	96	17	datasets	dataset	NOUN
consilience-8249	96	18	must	must	AUX
consilience-8249	96	19	have	have	VERB
consilience-8249	96	20	the	the	DET
consilience-8249	96	21	same	same	ADJ
consilience-8249	96	22	pixel	pixel	NOUN
consilience-8249	96	23	size.16	size.16	PROPN
consilience-8249	96	24	an	an	DET
consilience-8249	96	25	important	important	ADJ
consilience-8249	96	26	issue	issue	NOUN
consilience-8249	96	27	was	be	AUX
consilience-8249	96	28	then	then	ADV
consilience-8249	96	29	revealed	reveal	VERB
consilience-8249	96	30	.	.	PUNCT
consilience-8249	97	1	the	the	DET
consilience-8249	97	2	census	census	PROPN
consilience-8249	97	3	bureau	bureau	PROPN
consilience-8249	97	4	aggregates	aggregate	VERB
consilience-8249	97	5	its	its	PRON
consilience-8249	97	6	demographic	demographic	ADJ
consilience-8249	97	7	data	datum	NOUN
consilience-8249	97	8	by	by	ADP
consilience-8249	97	9	block	block	NOUN
consilience-8249	97	10	group	group	NOUN
consilience-8249	97	11	,	,	PUNCT
consilience-8249	97	12	each	each	PRON
consilience-8249	97	13	of	of	ADP
consilience-8249	97	14	which	which	PRON
consilience-8249	97	15	is	be	AUX
consilience-8249	97	16	much	much	ADV
consilience-8249	97	17	larger	large	ADJ
consilience-8249	97	18	than	than	ADP
consilience-8249	97	19	30	30	NUM
consilience-8249	97	20	m	m	NOUN
consilience-8249	97	21	by	by	ADP
consilience-8249	97	22	30	30	NUM
consilience-8249	97	23	m.	m.	NOUN
consilience-8249	97	24	the	the	DET
consilience-8249	97	25	blockgroup	blockgroup	NOUN
consilience-8249	97	26	-	-	PUNCT
consilience-8249	97	27	based	base	VERB
consilience-8249	97	28	data	datum	NOUN
consilience-8249	97	29	can	can	AUX
consilience-8249	97	30	easily	easily	ADV
consilience-8249	97	31	be	be	AUX
consilience-8249	97	32	apportioned	apportion	VERB
consilience-8249	97	33	into	into	ADP
consilience-8249	97	34	a	a	DET
consilience-8249	97	35	30	30	NUM
consilience-8249	97	36	m	m	NOUN
consilience-8249	97	37	by	by	ADP
consilience-8249	97	38	30	30	NUM
consilience-8249	97	39	m	m	NOUN
consilience-8249	97	40	raster	raster	NOUN
consilience-8249	97	41	,	,	PUNCT
consilience-8249	97	42	but	but	CCONJ
consilience-8249	97	43	the	the	DET
consilience-8249	97	44	initial	initial	ADJ
consilience-8249	97	45	block	block	NOUN
consilience-8249	97	46	-	-	PUNCT
consilience-8249	97	47	group	group	NOUN
consilience-8249	97	48	aggregation	aggregation	NOUN
consilience-8249	97	49	lowers	lower	VERB
consilience-8249	97	50	the	the	DET
consilience-8249	97	51	overall	overall	ADJ
consilience-8249	97	52	spatial	spatial	ADJ
consilience-8249	97	53	resolution	resolution	NOUN
consilience-8249	97	54	of	of	ADP
consilience-8249	97	55	this	this	DET
consilience-8249	97	56	comparative	comparative	ADJ
consilience-8249	97	57	analysis	analysis	NOUN
consilience-8249	97	58	.	.	PUNCT
consilience-8249	98	1	therefore	therefore	ADV
consilience-8249	98	2	,	,	PUNCT
consilience-8249	98	3	individual	individual	ADJ
consilience-8249	98	4	-	-	PUNCT
consilience-8249	98	5	building	building	NOUN
consilience-8249	98	6	-	-	PUNCT
consilience-8249	98	7	level	level	NOUN
consilience-8249	98	8	insights	insight	NOUN
consilience-8249	98	9	are	be	AUX
consilience-8249	98	10	unavailable	unavailable	ADJ
consilience-8249	98	11	.	.	PUNCT
consilience-8249	99	1	within	within	ADP
consilience-8249	99	2	the	the	DET
consilience-8249	99	3	scope	scope	NOUN
consilience-8249	99	4	of	of	ADP
consilience-8249	99	5	this	this	DET
consilience-8249	99	6	study	study	NOUN
consilience-8249	99	7	,	,	PUNCT
consilience-8249	99	8	this	this	DET
consilience-8249	99	9	problem	problem	NOUN
consilience-8249	99	10	could	could	AUX
consilience-8249	99	11	not	not	PART
consilience-8249	99	12	be	be	AUX
consilience-8249	99	13	worked	work	VERB
consilience-8249	99	14	around	around	ADV
consilience-8249	99	15	.	.	PUNCT
consilience-8249	100	1	sufficiently	sufficiently	ADV
consilience-8249	100	2	recent	recent	ADJ
consilience-8249	100	3	single	single	ADJ
consilience-8249	100	4	block	block	NOUN
consilience-8249	100	5	or	or	CCONJ
consilience-8249	100	6	residence	residence	NOUN
consilience-8249	100	7	-	-	PUNCT
consilience-8249	100	8	based	base	VERB
consilience-8249	100	9	demographic	demographic	ADJ
consilience-8249	100	10	data	datum	NOUN
consilience-8249	100	11	are	be	AUX
consilience-8249	100	12	not	not	PART
consilience-8249	100	13	publicly	publicly	ADV
consilience-8249	100	14	available.17	available.17	PROPN
consilience-8249	100	15	once	once	ADV
consilience-8249	100	16	distinct	distinct	ADJ
consilience-8249	100	17	categories	category	NOUN
consilience-8249	100	18	were	be	AUX
consilience-8249	100	19	created	create	VERB
consilience-8249	100	20	for	for	ADP
consilience-8249	100	21	each	each	DET
consilience-8249	100	22	correlation	correlation	NOUN
consilience-8249	100	23	,	,	PUNCT
consilience-8249	100	24	the	the	DET
consilience-8249	100	25	three	three	NUM
consilience-8249	100	26	maps	map	NOUN
consilience-8249	100	27	shown	show	VERB
consilience-8249	100	28	in	in	ADP
consilience-8249	100	29	figures	figure	NOUN
consilience-8249	100	30	9	9	NUM
consilience-8249	100	31	,	,	PUNCT
consilience-8249	100	32	11	11	NUM
consilience-8249	100	33	,	,	PUNCT
consilience-8249	100	34	and	and	CCONJ
consilience-8249	100	35	13	13	NUM
consilience-8249	100	36	were	be	AUX
consilience-8249	100	37	created	create	VERB
consilience-8249	100	38	:	:	PUNCT
consilience-8249	100	39	surface	surface	NOUN
consilience-8249	100	40	permeability	permeability	NOUN
consilience-8249	100	41	correlated	correlate	VERB
consilience-8249	100	42	with	with	ADP
consilience-8249	100	43	median	median	ADJ
consilience-8249	100	44	household	household	NOUN
consilience-8249	100	45	income	income	NOUN
consilience-8249	100	46	,	,	PUNCT
consilience-8249	100	47	surface	surface	NOUN
consilience-8249	100	48	permeability	permeability	NOUN
consilience-8249	100	49	correlated	correlate	VERB
consilience-8249	100	50	with	with	ADP
consilience-8249	100	51	median	median	ADJ
consilience-8249	100	52	rent	rent	NOUN
consilience-8249	100	53	,	,	PUNCT
consilience-8249	100	54	and	and	CCONJ
consilience-8249	100	55	surface	surface	NOUN
consilience-8249	100	56	permeability	permeability	NOUN
consilience-8249	100	57	correlated	correlate	VERB
consilience-8249	100	58	with	with	ADP
consilience-8249	100	59	median	median	ADJ
consilience-8249	100	60	home	home	NOUN
consilience-8249	100	61	value	value	NOUN
consilience-8249	100	62	.	.	PUNCT
consilience-8249	101	1	for	for	ADP
consilience-8249	101	2	each	each	DET
consilience-8249	101	3	map	map	NOUN
consilience-8249	101	4	,	,	PUNCT
consilience-8249	101	5	i	i	PRON
consilience-8249	101	6	graphed	graph	VERB
consilience-8249	101	7	surface	surface	NOUN
consilience-8249	101	8	areas	area	NOUN
consilience-8249	101	9	for	for	ADP
consilience-8249	101	10	the	the	DET
consilience-8249	101	11	distinct	distinct	ADJ
consilience-8249	101	12	permeability	permeability	NOUN
consilience-8249	101	13	/	/	SYM
consilience-8249	101	14	demographic	demographic	ADJ
consilience-8249	101	15	categories	category	NOUN
consilience-8249	101	16	(	(	PUNCT
consilience-8249	101	17	figures	figure	NOUN
consilience-8249	101	18	10	10	NUM
consilience-8249	101	19	,	,	PUNCT
consilience-8249	101	20	12	12	NUM
consilience-8249	101	21	,	,	PUNCT
consilience-8249	101	22	and	and	CCONJ
consilience-8249	101	23	14	14	NUM
consilience-8249	101	24	)	)	PUNCT
consilience-8249	101	25	.	.	PUNCT
consilience-8249	102	1	16	16	NUM
consilience-8249	102	2	in	in	ADP
consilience-8249	102	3	this	this	DET
consilience-8249	102	4	case	case	NOUN
consilience-8249	102	5	,	,	PUNCT
consilience-8249	102	6	the	the	DET
consilience-8249	102	7	pixel	pixel	PROPN
consilience-8249	102	8	size	size	NOUN
consilience-8249	102	9	will	will	AUX
consilience-8249	102	10	be	be	AUX
consilience-8249	102	11	30	30	NUM
consilience-8249	102	12	meters	meter	NOUN
consilience-8249	102	13	(	(	PUNCT
consilience-8249	102	14	m	m	NOUN
consilience-8249	102	15	)	)	PUNCT
consilience-8249	102	16	x	x	SYM
consilience-8249	102	17	30	30	NUM
consilience-8249	102	18	meters	meter	NOUN
consilience-8249	102	19	(	(	PUNCT
consilience-8249	102	20	m	m	NOUN
consilience-8249	102	21	)	)	PUNCT
consilience-8249	102	22	.	.	PUNCT
consilience-8249	103	1	17	17	NUM
consilience-8249	103	2	unaggregated	unaggregated	ADJ
consilience-8249	103	3	census	census	NOUN
consilience-8249	103	4	data	datum	NOUN
consilience-8249	103	5	becomes	become	VERB
consilience-8249	103	6	public	public	ADJ
consilience-8249	103	7	72	72	NUM
consilience-8249	103	8	years	year	NOUN
consilience-8249	103	9	after	after	ADP
consilience-8249	103	10	its	its	PRON
consilience-8249	103	11	collection	collection	NOUN
consilience-8249	103	12	.	.	PUNCT
consilience-8249	104	1	15	15	NUM
consilience-8249	104	2	consilience	consilience	NOUN
consilience-8249	104	3	figure	figure	NOUN
consilience-8249	104	4	9	9	NUM
consilience-8249	104	5	.	.	PUNCT
consilience-8249	104	6	spatial	spatial	ADJ
consilience-8249	104	7	overlay	overlay	NOUN
consilience-8249	104	8	combining	combine	VERB
consilience-8249	104	9	surface	surface	NOUN
consilience-8249	104	10	permeability	permeability	NOUN
consilience-8249	104	11	and	and	CCONJ
consilience-8249	104	12	household	household	NOUN
consilience-8249	104	13	income	income	NOUN
consilience-8249	104	14	data	datum	NOUN
consilience-8249	104	15	consilience	consilience	NOUN
consilience-8249	104	16	zhu	zhu	PROPN
consilience-8249	104	17	:	:	PUNCT
consilience-8249	104	18	using	use	VERB
consilience-8249	104	19	spatial	spatial	ADJ
consilience-8249	104	20	context	context	NOUN
consilience-8249	104	21	and	and	CCONJ
consilience-8249	104	22	demographic	demographic	ADJ
consilience-8249	104	23	analysis	analysis	NOUN
consilience-8249	104	24	figure	figure	NOUN
consilience-8249	104	25	10	10	NUM
consilience-8249	104	26	.	.	PUNCT
consilience-8249	105	1	surface	surface	NOUN
consilience-8249	105	2	area	area	NOUN
consilience-8249	105	3	breakdown	breakdown	NOUN
consilience-8249	105	4	of	of	ADP
consilience-8249	105	5	surface	surface	NOUN
consilience-8249	105	6	permeability	permeability	NOUN
consilience-8249	105	7	correlated	correlate	VERB
consilience-8249	105	8	with	with	ADP
consilience-8249	105	9	median	median	ADJ
consilience-8249	105	10	household	household	NOUN
consilience-8249	105	11	income	income	NOUN
consilience-8249	105	12	in	in	ADP
consilience-8249	105	13	the	the	DET
consilience-8249	105	14	correlation	correlation	NOUN
consilience-8249	105	15	between	between	ADP
consilience-8249	105	16	permeability	permeability	NOUN
consilience-8249	105	17	and	and	CCONJ
consilience-8249	105	18	income	income	NOUN
consilience-8249	105	19	,	,	PUNCT
consilience-8249	105	20	the	the	DET
consilience-8249	105	21	two	two	NUM
consilience-8249	105	22	most	most	ADV
consilience-8249	105	23	common	common	ADJ
consilience-8249	105	24	categories	category	NOUN
consilience-8249	105	25	are	be	AUX
consilience-8249	105	26	impermeable	impermeable	ADJ
consilience-8249	105	27	,	,	PUNCT
consilience-8249	105	28	medium	medium	ADJ
consilience-8249	105	29	income	income	NOUN
consilience-8249	105	30	and	and	CCONJ
consilience-8249	105	31	impermeable	impermeable	ADJ
consilience-8249	105	32	,	,	PUNCT
consilience-8249	105	33	low	low	ADJ
consilience-8249	105	34	income	income	NOUN
consilience-8249	105	35	.	.	PUNCT
consilience-8249	106	1	this	this	DET
consilience-8249	106	2	result	result	NOUN
consilience-8249	106	3	shows	show	VERB
consilience-8249	106	4	the	the	DET
consilience-8249	106	5	disproportionately	disproportionately	ADV
consilience-8249	106	6	large	large	ADJ
consilience-8249	106	7	presence	presence	NOUN
consilience-8249	106	8	of	of	ADP
consilience-8249	106	9	impermeable	impermeable	ADJ
consilience-8249	106	10	surfaces	surface	NOUN
consilience-8249	106	11	in	in	ADP
consilience-8249	106	12	the	the	DET
consilience-8249	106	13	neighborhoods	neighborhood	NOUN
consilience-8249	106	14	of	of	ADP
consilience-8249	106	15	less	less	ADV
consilience-8249	106	16	affluent	affluent	ADJ
consilience-8249	106	17	residents	resident	NOUN
consilience-8249	106	18	.	.	PUNCT
consilience-8249	107	1	land	land	NOUN
consilience-8249	107	2	falling	fall	VERB
consilience-8249	107	3	in	in	ADP
consilience-8249	107	4	these	these	DET
consilience-8249	107	5	two	two	NUM
consilience-8249	107	6	categories	category	NOUN
consilience-8249	107	7	surrounds	surround	VERB
consilience-8249	107	8	center	center	ADJ
consilience-8249	107	9	city	city	NOUN
consilience-8249	107	10	in	in	ADP
consilience-8249	107	11	a	a	DET
consilience-8249	107	12	semicircular	semicircular	ADJ
consilience-8249	107	13	pattern	pattern	NOUN
consilience-8249	107	14	that	that	PRON
consilience-8249	107	15	extends	extend	VERB
consilience-8249	107	16	from	from	ADP
consilience-8249	107	17	south	south	PROPN
consilience-8249	107	18	philadelphia	philadelphia	PROPN
consilience-8249	107	19	,	,	PUNCT
consilience-8249	107	20	through	through	ADP
consilience-8249	107	21	west	west	PROPN
consilience-8249	107	22	philadelphia	philadelphia	PROPN
consilience-8249	107	23	,	,	PUNCT
consilience-8249	107	24	and	and	CCONJ
consilience-8249	107	25	up	up	ADV
consilience-8249	107	26	into	into	ADP
consilience-8249	107	27	lower	low	ADJ
consilience-8249	107	28	north	north	PROPN
consilience-8249	107	29	philadelphia	philadelphia	PROPN
consilience-8249	107	30	.	.	PUNCT
consilience-8249	108	1	the	the	DET
consilience-8249	108	2	circular	circular	ADJ
consilience-8249	108	3	pattern	pattern	NOUN
consilience-8249	108	4	is	be	AUX
consilience-8249	108	5	cut	cut	VERB
consilience-8249	108	6	off	off	ADP
consilience-8249	108	7	to	to	ADP
consilience-8249	108	8	the	the	DET
consilience-8249	108	9	east	east	NOUN
consilience-8249	108	10	by	by	ADP
consilience-8249	108	11	the	the	DET
consilience-8249	108	12	delaware	delaware	PROPN
consilience-8249	108	13	river	river	PROPN
consilience-8249	108	14	.	.	PUNCT
consilience-8249	109	1	permeable	permeable	ADJ
consilience-8249	109	2	,	,	PUNCT
consilience-8249	109	3	high	high	ADJ
consilience-8249	109	4	income	income	NOUN
consilience-8249	109	5	and	and	CCONJ
consilience-8249	109	6	impermeable	impermeable	ADJ
consilience-8249	109	7	,	,	PUNCT
consilience-8249	109	8	high	high	ADJ
consilience-8249	109	9	income	income	NOUN
consilience-8249	109	10	areas	area	NOUN
consilience-8249	109	11	form	form	VERB
consilience-8249	109	12	certain	certain	ADJ
consilience-8249	109	13	distinct	distinct	ADJ
consilience-8249	109	14	patches	patch	NOUN
consilience-8249	109	15	.	.	PUNCT
consilience-8249	110	1	the	the	DET
consilience-8249	110	2	most	most	ADV
consilience-8249	110	3	notable	notable	ADJ
consilience-8249	110	4	impermeable	impermeable	ADJ
consilience-8249	110	5	,	,	PUNCT
consilience-8249	110	6	high	high	ADJ
consilience-8249	110	7	income	income	NOUN
consilience-8249	110	8	patch	patch	NOUN
consilience-8249	110	9	is	be	AUX
consilience-8249	110	10	center	center	ADJ
consilience-8249	110	11	city	city	NOUN
consilience-8249	110	12	.	.	PUNCT
consilience-8249	111	1	a	a	DET
consilience-8249	111	2	clear	clear	ADJ
consilience-8249	111	3	patch	patch	NOUN
consilience-8249	111	4	of	of	ADP
consilience-8249	111	5	permeable	permeable	ADJ
consilience-8249	111	6	,	,	PUNCT
consilience-8249	111	7	high	high	ADJ
consilience-8249	111	8	income	income	NOUN
consilience-8249	111	9	land	land	NOUN
consilience-8249	111	10	can	can	AUX
consilience-8249	111	11	be	be	AUX
consilience-8249	111	12	seen	see	VERB
consilience-8249	111	13	in	in	ADP
consilience-8249	111	14	northwest	northwest	PROPN
consilience-8249	111	15	philadelphia	philadelphia	PROPN
consilience-8249	111	16	.	.	PUNCT
consilience-8249	112	1	another	another	PRON
consilience-8249	112	2	is	be	AUX
consilience-8249	112	3	observed	observe	VERB
consilience-8249	112	4	in	in	ADP
consilience-8249	112	5	82838700	82838700	NUM
consilience-8249	112	6	77166900	77166900	NUM
consilience-8249	112	7	60933600	60933600	NUM
consilience-8249	112	8	56304000	56304000	NUM
consilience-8249	112	9	36387900	36387900	NUM
consilience-8249	112	10	36241200	36241200	NUM
consilience-8249	112	11	18929700	18929700	NUM
consilience-8249	112	12	impermeable	impermeable	ADJ
consilience-8249	112	13	,	,	PUNCT
consilience-8249	112	14	medium	medium	ADJ
consilience-8249	112	15	income	income	NOUN
consilience-8249	112	16	impermeable	impermeable	ADJ
consilience-8249	112	17	,	,	PUNCT
consilience-8249	112	18	low	low	ADJ
consilience-8249	112	19	income	income	NOUN
consilience-8249	112	20	permeable	permeable	ADJ
consilience-8249	112	21	,	,	PUNCT
consilience-8249	112	22	high	high	ADJ
consilience-8249	112	23	income	income	NOUN
consilience-8249	112	24	impermeable	impermeable	ADJ
consilience-8249	112	25	,	,	PUNCT
consilience-8249	112	26	high	high	ADJ
consilience-8249	112	27	income	income	NOUN
consilience-8249	112	28	permeable	permeable	ADJ
consilience-8249	112	29	,	,	PUNCT
consilience-8249	112	30	low	low	ADJ
consilience-8249	112	31	income	income	NOUN
consilience-8249	112	32	permeable	permeable	ADJ
consilience-8249	112	33	,	,	PUNCT
consilience-8249	112	34	medium	medium	ADJ
consilience-8249	112	35	income	income	NOUN
consilience-8249	112	36	water	water	NOUN
consilience-8249	112	37	surface	surface	NOUN
consilience-8249	112	38	permeability	permeability	NOUN
consilience-8249	112	39	correlated	correlate	VERB
consilience-8249	112	40	with	with	ADP
consilience-8249	112	41	median	median	ADJ
consilience-8249	112	42	household	household	NOUN
consilience-8249	112	43	income	income	NOUN
consilience-8249	112	44	surface	surface	NOUN
consilience-8249	112	45	area	area	NOUN
consilience-8249	112	46	in	in	ADP
consilience-8249	112	47	square	square	ADJ
consilience-8249	112	48	meters	meter	NOUN
consilience-8249	112	49	17	17	NUM
consilience-8249	112	50	consilience	consilience	NOUN
consilience-8249	112	51	the	the	DET
consilience-8249	112	52	northeast	northeast	NOUN
consilience-8249	112	53	.	.	PUNCT
consilience-8249	113	1	while	while	SCONJ
consilience-8249	113	2	income	income	NOUN
consilience-8249	113	3	can	can	AUX
consilience-8249	113	4	not	not	PART
consilience-8249	113	5	be	be	AUX
consilience-8249	113	6	called	call	VERB
consilience-8249	113	7	a	a	DET
consilience-8249	113	8	predictor	predictor	NOUN
consilience-8249	113	9	of	of	ADP
consilience-8249	113	10	permeability	permeability	NOUN
consilience-8249	113	11	,	,	PUNCT
consilience-8249	113	12	a	a	DET
consilience-8249	113	13	clear	clear	ADJ
consilience-8249	113	14	correlation	correlation	NOUN
consilience-8249	113	15	exists	exist	VERB
consilience-8249	113	16	.	.	PUNCT
consilience-8249	114	1	consilience	consilience	PROPN
consilience-8249	114	2	zhu	zhu	PROPN
consilience-8249	114	3	:	:	PUNCT
consilience-8249	114	4	using	use	VERB
consilience-8249	114	5	spatial	spatial	ADJ
consilience-8249	114	6	context	context	NOUN
consilience-8249	114	7	and	and	CCONJ
consilience-8249	114	8	demographic	demographic	ADJ
consilience-8249	114	9	analysis	analysis	NOUN
consilience-8249	114	10	figure	figure	NOUN
consilience-8249	114	11	11	11	NUM
consilience-8249	114	12	.	.	PUNCT
consilience-8249	115	1	spatial	spatial	ADJ
consilience-8249	115	2	overlay	overlay	NOUN
consilience-8249	115	3	combining	combine	VERB
consilience-8249	115	4	surface	surface	NOUN
consilience-8249	115	5	permeability	permeability	NOUN
consilience-8249	115	6	and	and	CCONJ
consilience-8249	115	7	rent	rent	NOUN
consilience-8249	115	8	data	datum	NOUN
consilience-8249	115	9	19	19	NUM
consilience-8249	115	10	consilience	consilience	NOUN
consilience-8249	115	11	figure	figure	NOUN
consilience-8249	115	12	12	12	NUM
consilience-8249	115	13	.	.	PUNCT
consilience-8249	116	1	surface	surface	NOUN
consilience-8249	116	2	area	area	NOUN
consilience-8249	116	3	breakdown	breakdown	NOUN
consilience-8249	116	4	of	of	ADP
consilience-8249	116	5	surface	surface	NOUN
consilience-8249	116	6	permeability	permeability	NOUN
consilience-8249	116	7	correlated	correlate	VERB
consilience-8249	116	8	with	with	ADP
consilience-8249	116	9	median	median	ADJ
consilience-8249	116	10	rent	rent	VERB
consilience-8249	116	11	the	the	DET
consilience-8249	116	12	correlation	correlation	NOUN
consilience-8249	116	13	between	between	ADP
consilience-8249	116	14	surface	surface	NOUN
consilience-8249	116	15	permeability	permeability	NOUN
consilience-8249	116	16	and	and	CCONJ
consilience-8249	116	17	median	median	ADJ
consilience-8249	116	18	rent	rent	NOUN
consilience-8249	116	19	features	feature	VERB
consilience-8249	116	20	numerous	numerous	ADJ
consilience-8249	116	21	distinctly	distinctly	ADV
consilience-8249	116	22	homogenous	homogenous	ADJ
consilience-8249	116	23	patches	patch	NOUN
consilience-8249	116	24	.	.	PUNCT
consilience-8249	117	1	impermeable	impermeable	ADJ
consilience-8249	117	2	,	,	PUNCT
consilience-8249	117	3	medium	medium	ADJ
consilience-8249	117	4	rent	rent	NOUN
consilience-8249	117	5	areas	area	NOUN
consilience-8249	117	6	dominate	dominate	VERB
consilience-8249	117	7	in	in	ADP
consilience-8249	117	8	surface	surface	NOUN
consilience-8249	117	9	area	area	NOUN
consilience-8249	117	10	,	,	PUNCT
consilience-8249	117	11	and	and	CCONJ
consilience-8249	117	12	clusters	cluster	NOUN
consilience-8249	117	13	of	of	ADP
consilience-8249	117	14	this	this	DET
consilience-8249	117	15	category	category	NOUN
consilience-8249	117	16	can	can	AUX
consilience-8249	117	17	be	be	AUX
consilience-8249	117	18	seen	see	VERB
consilience-8249	117	19	most	most	ADV
consilience-8249	117	20	clearly	clearly	ADV
consilience-8249	117	21	throughout	throughout	ADP
consilience-8249	117	22	west	west	NOUN
consilience-8249	117	23	and	and	CCONJ
consilience-8249	117	24	lower	low	ADJ
consilience-8249	117	25	north	north	PROPN
consilience-8249	117	26	philadelphia	philadelphia	PROPN
consilience-8249	117	27	.	.	PUNCT
consilience-8249	118	1	patches	patch	NOUN
consilience-8249	118	2	of	of	ADP
consilience-8249	118	3	impermeable	impermeable	ADJ
consilience-8249	118	4	,	,	PUNCT
consilience-8249	118	5	low	low	ADJ
consilience-8249	118	6	rent	rent	NOUN
consilience-8249	118	7	land	land	NOUN
consilience-8249	118	8	feature	feature	VERB
consilience-8249	118	9	heavily	heavily	ADV
consilience-8249	118	10	in	in	ADP
consilience-8249	118	11	philadelphia	philadelphia	PROPN
consilience-8249	118	12	’s	’s	PART
consilience-8249	118	13	southernmost	southernmost	NOUN
consilience-8249	118	14	neighborhoods	neighborhood	NOUN
consilience-8249	118	15	.	.	PUNCT
consilience-8249	119	1	center	center	NOUN
consilience-8249	119	2	city	city	NOUN
consilience-8249	119	3	is	be	AUX
consilience-8249	119	4	predominantly	predominantly	ADV
consilience-8249	119	5	impermeable	impermeable	ADJ
consilience-8249	119	6	,	,	PUNCT
consilience-8249	119	7	high	high	ADJ
consilience-8249	119	8	rent	rent	NOUN
consilience-8249	119	9	.	.	PUNCT
consilience-8249	120	1	additionally	additionally	ADV
consilience-8249	120	2	,	,	PUNCT
consilience-8249	120	3	both	both	CCONJ
consilience-8249	120	4	northwest	northwest	ADJ
consilience-8249	120	5	and	and	CCONJ
consilience-8249	120	6	northeast	northeast	PROPN
consilience-8249	120	7	philadelphia	philadelphia	PROPN
consilience-8249	120	8	show	show	VERB
consilience-8249	120	9	large	large	ADJ
consilience-8249	120	10	patches	patch	NOUN
consilience-8249	120	11	of	of	ADP
consilience-8249	120	12	permeable	permeable	ADJ
consilience-8249	120	13	,	,	PUNCT
consilience-8249	120	14	high	high	ADJ
consilience-8249	120	15	rent	rent	NOUN
consilience-8249	120	16	land	land	NOUN
consilience-8249	120	17	.	.	PUNCT
consilience-8249	121	1	permeable	permeable	ADJ
consilience-8249	121	2	,	,	PUNCT
consilience-8249	121	3	medium	medium	ADJ
consilience-8249	121	4	rent	rent	NOUN
consilience-8249	121	5	regions	region	NOUN
consilience-8249	121	6	were	be	AUX
consilience-8249	121	7	by	by	ADP
consilience-8249	121	8	far	far	ADV
consilience-8249	121	9	the	the	DET
consilience-8249	121	10	least	least	ADV
consilience-8249	121	11	represented	represent	VERB
consilience-8249	121	12	but	but	CCONJ
consilience-8249	121	13	can	can	AUX
consilience-8249	121	14	be	be	AUX
consilience-8249	121	15	seen	see	VERB
consilience-8249	121	16	dispersed	disperse	VERB
consilience-8249	121	17	throughout	throughout	ADP
consilience-8249	121	18	the	the	DET
consilience-8249	121	19	northernmost	northernmost	ADJ
consilience-8249	121	20	regions	region	NOUN
consilience-8249	121	21	.	.	PUNCT
consilience-8249	122	1	as	as	ADP
consilience-8249	122	2	with	with	ADP
consilience-8249	122	3	the	the	DET
consilience-8249	122	4	correlation	correlation	NOUN
consilience-8249	122	5	between	between	ADP
consilience-8249	122	6	permeability	permeability	NOUN
consilience-8249	122	7	and	and	CCONJ
consilience-8249	122	8	income	income	NOUN
consilience-8249	122	9	,	,	PUNCT
consilience-8249	122	10	a	a	DET
consilience-8249	122	11	semicircle	semicircle	NOUN
consilience-8249	122	12	of	of	ADP
consilience-8249	122	13	impermeable	impermeable	ADJ
consilience-8249	122	14	land	land	NOUN
consilience-8249	122	15	that	that	PRON
consilience-8249	122	16	is	be	AUX
consilience-8249	122	17	occupied	occupy	VERB
consilience-8249	122	18	by	by	ADP
consilience-8249	122	19	less	less	ADJ
consilience-8249	122	20	90213300	90213300	NUM
consilience-8249	122	21	63666900	63666900	NUM
consilience-8249	122	22	62429400	62429400	NUM
consilience-8249	122	23	53128800	53128800	NUM
consilience-8249	122	24	49904100	49904100	NUM
consilience-8249	122	25	30529800	30529800	NUM
consilience-8249	122	26	18929700	18929700	NUM
consilience-8249	122	27	impermeable	impermeable	ADJ
consilience-8249	122	28	,	,	PUNCT
consilience-8249	122	29	medium	medium	ADJ
consilience-8249	122	30	rent	rent	NOUN
consilience-8249	122	31	impermeable	impermeable	ADJ
consilience-8249	122	32	,	,	PUNCT
consilience-8249	122	33	high	high	ADJ
consilience-8249	122	34	rent	rent	NOUN
consilience-8249	122	35	impermeable	impermeable	ADJ
consilience-8249	122	36	,	,	PUNCT
consilience-8249	122	37	low	low	ADJ
consilience-8249	122	38	rent	rent	NOUN
consilience-8249	122	39	permeable	permeable	ADJ
consilience-8249	122	40	,	,	PUNCT
consilience-8249	122	41	high	high	ADJ
consilience-8249	122	42	rent	rent	NOUN
consilience-8249	122	43	permeable	permeable	ADJ
consilience-8249	122	44	,	,	PUNCT
consilience-8249	122	45	low	low	ADJ
consilience-8249	122	46	rent	rent	NOUN
consilience-8249	122	47	permeable	permeable	ADJ
consilience-8249	122	48	,	,	PUNCT
consilience-8249	122	49	medium	medium	ADJ
consilience-8249	122	50	rent	rent	NOUN
consilience-8249	122	51	water	water	NOUN
consilience-8249	122	52	surface	surface	NOUN
consilience-8249	122	53	permeability	permeability	NOUN
consilience-8249	122	54	correlated	correlate	VERB
consilience-8249	122	55	with	with	ADP
consilience-8249	122	56	median	median	ADJ
consilience-8249	122	57	rent	rent	NOUN
consilience-8249	122	58	surface	surface	NOUN
consilience-8249	122	59	area	area	NOUN
consilience-8249	122	60	in	in	ADP
consilience-8249	122	61	square	square	ADJ
consilience-8249	122	62	meters	meter	NOUN
consilience-8249	122	63	consilience	consilience	NOUN
consilience-8249	122	64	zhu	zhu	PROPN
consilience-8249	122	65	:	:	PUNCT
consilience-8249	122	66	using	use	VERB
consilience-8249	122	67	spatial	spatial	ADJ
consilience-8249	122	68	context	context	NOUN
consilience-8249	122	69	and	and	CCONJ
consilience-8249	122	70	demographic	demographic	ADJ
consilience-8249	122	71	analysis	analysis	NOUN
consilience-8249	122	72	affluent	affluent	ADJ
consilience-8249	122	73	residents	resident	NOUN
consilience-8249	122	74	(	(	PUNCT
consilience-8249	122	75	signified	signify	VERB
consilience-8249	122	76	by	by	ADP
consilience-8249	122	77	lower	low	ADJ
consilience-8249	122	78	rent	rent	NOUN
consilience-8249	122	79	)	)	PUNCT
consilience-8249	122	80	is	be	AUX
consilience-8249	122	81	observed	observe	VERB
consilience-8249	122	82	:	:	PUNCT
consilience-8249	122	83	a	a	DET
consilience-8249	122	84	correlation	correlation	NOUN
consilience-8249	122	85	between	between	ADP
consilience-8249	122	86	permeability	permeability	NOUN
consilience-8249	122	87	and	and	CCONJ
consilience-8249	122	88	rent	rent	NOUN
consilience-8249	122	89	certainly	certainly	ADV
consilience-8249	122	90	exists	exist	VERB
consilience-8249	122	91	.	.	PUNCT
consilience-8249	123	1	21	21	NUM
consilience-8249	123	2	consilience	consilience	NOUN
consilience-8249	123	3	figure	figure	NOUN
consilience-8249	123	4	13	13	NUM
consilience-8249	123	5	.	.	PUNCT
consilience-8249	124	1	spatial	spatial	ADJ
consilience-8249	124	2	overlay	overlay	NOUN
consilience-8249	124	3	combining	combine	VERB
consilience-8249	124	4	surface	surface	NOUN
consilience-8249	124	5	permeability	permeability	NOUN
consilience-8249	124	6	and	and	CCONJ
consilience-8249	124	7	home	home	NOUN
consilience-8249	124	8	value	value	NOUN
consilience-8249	124	9	data	datum	NOUN
consilience-8249	124	10	consilience	consilience	NOUN
consilience-8249	124	11	zhu	zhu	PROPN
consilience-8249	124	12	:	:	PUNCT
consilience-8249	124	13	using	use	VERB
consilience-8249	124	14	spatial	spatial	ADJ
consilience-8249	124	15	context	context	NOUN
consilience-8249	124	16	and	and	CCONJ
consilience-8249	124	17	demographic	demographic	ADJ
consilience-8249	124	18	analysis	analysis	NOUN
consilience-8249	124	19	figure	figure	NOUN
consilience-8249	124	20	14	14	NUM
consilience-8249	124	21	.	.	PUNCT
consilience-8249	125	1	surface	surface	NOUN
consilience-8249	125	2	area	area	NOUN
consilience-8249	125	3	breakdown	breakdown	NOUN
consilience-8249	125	4	of	of	ADP
consilience-8249	125	5	surface	surface	NOUN
consilience-8249	125	6	permeability	permeability	NOUN
consilience-8249	125	7	correlated	correlate	VERB
consilience-8249	125	8	with	with	ADP
consilience-8249	125	9	median	median	ADJ
consilience-8249	125	10	home	home	NOUN
consilience-8249	125	11	value	value	NOUN
consilience-8249	125	12	the	the	DET
consilience-8249	125	13	correlation	correlation	NOUN
consilience-8249	125	14	between	between	ADP
consilience-8249	125	15	surface	surface	NOUN
consilience-8249	125	16	permeability	permeability	NOUN
consilience-8249	125	17	and	and	CCONJ
consilience-8249	125	18	median	median	ADJ
consilience-8249	125	19	home	home	NOUN
consilience-8249	125	20	value	value	NOUN
consilience-8249	125	21	shows	show	VERB
consilience-8249	125	22	the	the	DET
consilience-8249	125	23	largest	large	ADJ
consilience-8249	125	24	homogenous	homogenous	ADJ
consilience-8249	125	25	patches	patch	NOUN
consilience-8249	125	26	of	of	ADP
consilience-8249	125	27	all	all	DET
consilience-8249	125	28	three	three	NUM
consilience-8249	125	29	correlation	correlation	NOUN
consilience-8249	125	30	maps	map	NOUN
consilience-8249	125	31	.	.	PUNCT
consilience-8249	126	1	impermeable	impermeable	ADJ
consilience-8249	126	2	,	,	PUNCT
consilience-8249	126	3	medium	medium	ADJ
consilience-8249	126	4	value	value	NOUN
consilience-8249	126	5	regions	region	NOUN
consilience-8249	126	6	lead	lead	VERB
consilience-8249	126	7	in	in	ADP
consilience-8249	126	8	surface	surface	NOUN
consilience-8249	126	9	area	area	NOUN
consilience-8249	126	10	and	and	CCONJ
consilience-8249	126	11	are	be	AUX
consilience-8249	126	12	distributed	distribute	VERB
consilience-8249	126	13	expansively	expansively	ADV
consilience-8249	126	14	through	through	ADP
consilience-8249	126	15	northern	northern	ADJ
consilience-8249	126	16	philadelphia	philadelphia	PROPN
consilience-8249	126	17	.	.	PUNCT
consilience-8249	127	1	another	another	DET
consilience-8249	127	2	distinct	distinct	ADJ
consilience-8249	127	3	patch	patch	NOUN
consilience-8249	127	4	can	can	AUX
consilience-8249	127	5	be	be	AUX
consilience-8249	127	6	seen	see	VERB
consilience-8249	127	7	in	in	ADP
consilience-8249	127	8	south	south	PROPN
consilience-8249	127	9	philadelphia	philadelphia	PROPN
consilience-8249	127	10	.	.	PUNCT
consilience-8249	128	1	impermeable	impermeable	ADJ
consilience-8249	128	2	,	,	PUNCT
consilience-8249	128	3	low	low	ADJ
consilience-8249	128	4	value	value	NOUN
consilience-8249	128	5	patches	patch	NOUN
consilience-8249	128	6	form	form	VERB
consilience-8249	128	7	a	a	DET
consilience-8249	128	8	rough	rough	ADJ
consilience-8249	128	9	semicircle	semicircle	NOUN
consilience-8249	128	10	pattern	pattern	NOUN
consilience-8249	128	11	surrounding	surround	VERB
consilience-8249	128	12	central	central	ADJ
consilience-8249	128	13	philadelphia	philadelphia	PROPN
consilience-8249	128	14	similar	similar	ADJ
consilience-8249	128	15	to	to	ADP
consilience-8249	128	16	that	that	PRON
consilience-8249	128	17	described	describe	VERB
consilience-8249	128	18	in	in	ADP
consilience-8249	128	19	the	the	DET
consilience-8249	128	20	permeability	permeability	NOUN
consilience-8249	128	21	/	/	SYM
consilience-8249	128	22	income	income	NOUN
consilience-8249	128	23	and	and	CCONJ
consilience-8249	128	24	permeability	permeability	NOUN
consilience-8249	128	25	/	/	SYM
consilience-8249	128	26	rent	rent	NOUN
consilience-8249	128	27	correlations	correlation	NOUN
consilience-8249	128	28	.	.	PUNCT
consilience-8249	129	1	impermeable	impermeable	ADJ
consilience-8249	129	2	,	,	PUNCT
consilience-8249	129	3	high	high	ADJ
consilience-8249	129	4	value	value	NOUN
consilience-8249	129	5	patches	patch	NOUN
consilience-8249	129	6	can	can	AUX
consilience-8249	129	7	be	be	AUX
consilience-8249	129	8	easily	easily	ADV
consilience-8249	129	9	distinguished	distinguish	VERB
consilience-8249	129	10	in	in	ADP
consilience-8249	129	11	center	center	ADJ
consilience-8249	129	12	city	city	NOUN
consilience-8249	129	13	.	.	PUNCT
consilience-8249	130	1	permeable	permeable	ADJ
consilience-8249	130	2	,	,	PUNCT
consilience-8249	130	3	high	high	ADJ
consilience-8249	130	4	value	value	NOUN
consilience-8249	130	5	patches	patch	NOUN
consilience-8249	130	6	are	be	AUX
consilience-8249	130	7	clearly	clearly	ADV
consilience-8249	130	8	present	present	ADJ
consilience-8249	130	9	in	in	ADP
consilience-8249	130	10	northwest	northwest	ADJ
consilience-8249	130	11	and	and	CCONJ
consilience-8249	130	12	northeast	northeast	PROPN
consilience-8249	130	13	philadelphia	philadelphia	PROPN
consilience-8249	130	14	.	.	PUNCT
consilience-8249	131	1	comparatively	comparatively	ADV
consilience-8249	131	2	less	less	ADJ
consilience-8249	131	3	surface	surface	NOUN
consilience-8249	131	4	area	area	NOUN
consilience-8249	131	5	falls	fall	VERB
consilience-8249	131	6	in	in	ADP
consilience-8249	131	7	the	the	DET
consilience-8249	131	8	permeable	permeable	ADJ
consilience-8249	131	9	,	,	PUNCT
consilience-8249	131	10	low	low	ADJ
consilience-8249	131	11	value	value	NOUN
consilience-8249	131	12	and	and	CCONJ
consilience-8249	131	13	permeable	permeable	ADJ
consilience-8249	131	14	,	,	PUNCT
consilience-8249	131	15	medium	medium	ADJ
consilience-8249	131	16	value	value	NOUN
consilience-8249	131	17	categories	category	NOUN
consilience-8249	131	18	.	.	PUNCT
consilience-8249	132	1	88369200	88369200	NUM
consilience-8249	132	2	75894300	75894300	NUM
consilience-8249	132	3	63435600	63435600	NUM
consilience-8249	132	4	52046100	52046100	NUM
consilience-8249	132	5	36172800	36172800	NUM
consilience-8249	132	6	33954300	33954300	NUM
consilience-8249	132	7	18929700	18929700	NUM
consilience-8249	132	8	impermeable	impermeable	ADJ
consilience-8249	132	9	,	,	PUNCT
consilience-8249	132	10	medium	medium	ADJ
consilience-8249	132	11	value	value	NOUN
consilience-8249	132	12	impermeable	impermeable	ADJ
consilience-8249	132	13	,	,	PUNCT
consilience-8249	132	14	low	low	ADJ
consilience-8249	132	15	value	value	NOUN
consilience-8249	132	16	permeable	permeable	ADJ
consilience-8249	132	17	,	,	PUNCT
consilience-8249	132	18	high	high	ADJ
consilience-8249	132	19	value	value	NOUN
consilience-8249	132	20	impermeable	impermeable	ADJ
consilience-8249	132	21	,	,	PUNCT
consilience-8249	132	22	high	high	ADJ
consilience-8249	132	23	value	value	NOUN
consilience-8249	132	24	permeable	permeable	ADJ
consilience-8249	132	25	,	,	PUNCT
consilience-8249	132	26	low	low	ADJ
consilience-8249	132	27	value	value	NOUN
consilience-8249	132	28	permeable	permeable	ADJ
consilience-8249	132	29	,	,	PUNCT
consilience-8249	132	30	medium	medium	ADJ
consilience-8249	132	31	value	value	NOUN
consilience-8249	132	32	water	water	NOUN
consilience-8249	132	33	surface	surface	NOUN
consilience-8249	132	34	permeability	permeability	NOUN
consilience-8249	132	35	correlated	correlate	VERB
consilience-8249	132	36	with	with	ADP
consilience-8249	132	37	median	median	ADJ
consilience-8249	132	38	home	home	NOUN
consilience-8249	132	39	value	value	NOUN
consilience-8249	132	40	surface	surface	NOUN
consilience-8249	132	41	area	area	NOUN
consilience-8249	132	42	in	in	ADP
consilience-8249	132	43	square	square	ADJ
consilience-8249	132	44	meters	meter	NOUN
consilience-8249	132	45	23	23	NUM
consilience-8249	132	46	consilience	consilience	NOUN
consilience-8249	132	47	having	having	AUX
consilience-8249	132	48	analyzed	analyze	VERB
consilience-8249	132	49	the	the	DET
consilience-8249	132	50	correlation	correlation	NOUN
consilience-8249	132	51	between	between	ADP
consilience-8249	132	52	permeability	permeability	NOUN
consilience-8249	132	53	and	and	CCONJ
consilience-8249	132	54	three	three	NUM
consilience-8249	132	55	demographic	demographic	ADJ
consilience-8249	132	56	factors	factor	NOUN
consilience-8249	132	57	,	,	PUNCT
consilience-8249	132	58	a	a	DET
consilience-8249	132	59	general	general	ADJ
consilience-8249	132	60	trend	trend	NOUN
consilience-8249	132	61	may	may	AUX
consilience-8249	132	62	be	be	AUX
consilience-8249	132	63	noted	note	VERB
consilience-8249	132	64	:	:	PUNCT
consilience-8249	132	65	impermeable	impermeable	ADJ
consilience-8249	132	66	surfaces	surface	NOUN
consilience-8249	132	67	in	in	ADP
consilience-8249	132	68	less	less	ADV
consilience-8249	132	69	-	-	PUNCT
consilience-8249	132	70	affluent	affluent	ADJ
consilience-8249	132	71	neighborhoods	neighborhood	NOUN
consilience-8249	132	72	surround	surround	VERB
consilience-8249	132	73	an	an	DET
consilience-8249	132	74	impermeable	impermeable	ADJ
consilience-8249	132	75	affluent	affluent	ADJ
consilience-8249	132	76	central	central	ADJ
consilience-8249	132	77	district	district	NOUN
consilience-8249	132	78	.	.	PUNCT
consilience-8249	133	1	permeable	permeable	ADJ
consilience-8249	133	2	affluent	affluent	ADJ
consilience-8249	133	3	neighborhoods	neighborhood	NOUN
consilience-8249	133	4	are	be	AUX
consilience-8249	133	5	concentrated	concentrate	VERB
consilience-8249	133	6	in	in	ADP
consilience-8249	133	7	northwest	northwest	ADJ
consilience-8249	133	8	and	and	CCONJ
consilience-8249	133	9	northeast	northeast	PROPN
consilience-8249	133	10	philadelphia	philadelphia	PROPN
consilience-8249	133	11	.	.	PUNCT
consilience-8249	134	1	figure	figure	NOUN
consilience-8249	134	2	15	15	NUM
consilience-8249	134	3	shows	show	VERB
consilience-8249	134	4	the	the	DET
consilience-8249	134	5	sum	sum	NOUN
consilience-8249	134	6	of	of	ADP
consilience-8249	134	7	each	each	DET
consilience-8249	134	8	correlation	correlation	NOUN
consilience-8249	134	9	category	category	NOUN
consilience-8249	134	10	over	over	ADP
consilience-8249	134	11	all	all	DET
consilience-8249	134	12	three	three	NUM
consilience-8249	134	13	demographic	demographic	ADJ
consilience-8249	134	14	factors	factor	NOUN
consilience-8249	134	15	.	.	PUNCT
consilience-8249	135	1	for	for	ADP
consilience-8249	135	2	example	example	NOUN
consilience-8249	135	3	,	,	PUNCT
consilience-8249	135	4	the	the	DET
consilience-8249	135	5	impermeable	impermeable	ADJ
consilience-8249	135	6	,	,	PUNCT
consilience-8249	135	7	medium	medium	ADJ
consilience-8249	135	8	category	category	NOUN
consilience-8249	135	9	is	be	AUX
consilience-8249	135	10	calculated	calculate	VERB
consilience-8249	135	11	by	by	ADP
consilience-8249	135	12	adding	add	VERB
consilience-8249	135	13	together	together	ADV
consilience-8249	135	14	the	the	DET
consilience-8249	135	15	impermeable	impermeable	ADJ
consilience-8249	135	16	,	,	PUNCT
consilience-8249	135	17	medium	medium	ADJ
consilience-8249	135	18	household	household	NOUN
consilience-8249	135	19	income	income	NOUN
consilience-8249	135	20	and	and	CCONJ
consilience-8249	135	21	impermeable	impermeable	ADJ
consilience-8249	135	22	,	,	PUNCT
consilience-8249	135	23	medium	medium	ADJ
consilience-8249	135	24	rent	rent	NOUN
consilience-8249	135	25	and	and	CCONJ
consilience-8249	135	26	impermeable	impermeable	ADJ
consilience-8249	135	27	,	,	PUNCT
consilience-8249	135	28	medium	medium	ADJ
consilience-8249	135	29	home	home	NOUN
consilience-8249	135	30	value	value	NOUN
consilience-8249	135	31	areas	area	NOUN
consilience-8249	135	32	.	.	PUNCT
consilience-8249	136	1	as	as	SCONJ
consilience-8249	136	2	shown	show	VERB
consilience-8249	136	3	in	in	ADP
consilience-8249	136	4	figure	figure	NOUN
consilience-8249	136	5	15	15	NUM
consilience-8249	136	6	and	and	CCONJ
consilience-8249	136	7	table	table	NOUN
consilience-8249	136	8	2	2	NUM
consilience-8249	136	9	,	,	PUNCT
consilience-8249	136	10	high	high	ADJ
consilience-8249	136	11	values	value	NOUN
consilience-8249	136	12	for	for	ADP
consilience-8249	136	13	the	the	DET
consilience-8249	136	14	demographic	demographic	ADJ
consilience-8249	136	15	factors	factor	NOUN
consilience-8249	136	16	are	be	AUX
consilience-8249	136	17	closely	closely	ADV
consilience-8249	136	18	split	split	VERB
consilience-8249	136	19	between	between	ADP
consilience-8249	136	20	permeable	permeable	ADJ
consilience-8249	136	21	and	and	CCONJ
consilience-8249	136	22	impermeable	impermeable	ADJ
consilience-8249	136	23	surfaces	surface	NOUN
consilience-8249	136	24	:	:	PUNCT
consilience-8249	136	25	51	51	NUM
consilience-8249	136	26	percent	percent	NOUN
consilience-8249	136	27	of	of	ADP
consilience-8249	136	28	the	the	DET
consilience-8249	136	29	highdemographic	highdemographic	ADJ
consilience-8249	136	30	-	-	PUNCT
consilience-8249	136	31	factor	factor	NOUN
consilience-8249	136	32	areas	area	NOUN
consilience-8249	136	33	are	be	AUX
consilience-8249	136	34	permeable	permeable	ADJ
consilience-8249	136	35	.	.	PUNCT
consilience-8249	137	1	medium	medium	ADJ
consilience-8249	137	2	values	value	NOUN
consilience-8249	137	3	of	of	ADP
consilience-8249	137	4	the	the	DET
consilience-8249	137	5	demographic	demographic	ADJ
consilience-8249	137	6	factors	factor	NOUN
consilience-8249	137	7	possess	possess	VERB
consilience-8249	137	8	the	the	DET
consilience-8249	137	9	largest	large	ADJ
consilience-8249	137	10	difference	difference	NOUN
consilience-8249	137	11	between	between	ADP
consilience-8249	137	12	permeable	permeable	ADJ
consilience-8249	137	13	and	and	CCONJ
consilience-8249	137	14	impermeable	impermeable	ADJ
consilience-8249	137	15	surfaces	surface	NOUN
consilience-8249	137	16	:	:	PUNCT
consilience-8249	137	17	28	28	NUM
consilience-8249	137	18	percent	percent	NOUN
consilience-8249	137	19	of	of	ADP
consilience-8249	137	20	medium	medium	ADJ
consilience-8249	137	21	-	-	PUNCT
consilience-8249	137	22	demographic	demographic	ADJ
consilience-8249	137	23	-	-	PUNCT
consilience-8249	137	24	factor	factor	NOUN
consilience-8249	137	25	areas	area	NOUN
consilience-8249	137	26	are	be	AUX
consilience-8249	137	27	permeable	permeable	ADJ
consilience-8249	137	28	.	.	PUNCT
consilience-8249	138	1	36	36	NUM
consilience-8249	138	2	percent	percent	NOUN
consilience-8249	138	3	of	of	ADP
consilience-8249	138	4	lowdemographic	lowdemographic	ADJ
consilience-8249	138	5	-	-	PUNCT
consilience-8249	138	6	factor	factor	NOUN
consilience-8249	138	7	areas	area	NOUN
consilience-8249	138	8	are	be	AUX
consilience-8249	138	9	permeable	permeable	ADJ
consilience-8249	138	10	.	.	PUNCT
consilience-8249	139	1	table	table	NOUN
consilience-8249	139	2	2	2	NUM
consilience-8249	139	3	shows	show	NOUN
consilience-8249	139	4	for	for	ADP
consilience-8249	139	5	the	the	DET
consilience-8249	139	6	summed	sum	VERB
consilience-8249	139	7	surface	surface	NOUN
consilience-8249	139	8	area	area	NOUN
consilience-8249	139	9	of	of	ADP
consilience-8249	139	10	all	all	DET
consilience-8249	139	11	three	three	NUM
consilience-8249	139	12	demographic	demographic	ADJ
consilience-8249	139	13	indicators	indicator	NOUN
consilience-8249	139	14	,	,	PUNCT
consilience-8249	139	15	the	the	DET
consilience-8249	139	16	difference	difference	NOUN
consilience-8249	139	17	between	between	ADP
consilience-8249	139	18	permeable	permeable	ADJ
consilience-8249	139	19	and	and	CCONJ
consilience-8249	139	20	impermeable	impermeable	ADJ
consilience-8249	139	21	areas	area	NOUN
consilience-8249	139	22	.	.	PUNCT
consilience-8249	140	1	the	the	DET
consilience-8249	140	2	imbalance	imbalance	NOUN
consilience-8249	140	3	toward	toward	ADP
consilience-8249	140	4	impermeable	impermeable	ADJ
consilience-8249	140	5	surfaces	surface	NOUN
consilience-8249	140	6	in	in	ADP
consilience-8249	140	7	the	the	DET
consilience-8249	140	8	medium	medium	ADJ
consilience-8249	140	9	and	and	CCONJ
consilience-8249	140	10	low	low	ADJ
consilience-8249	140	11	demographic	demographic	ADJ
consilience-8249	140	12	factor	factor	NOUN
consilience-8249	140	13	categories	category	NOUN
consilience-8249	140	14	is	be	AUX
consilience-8249	140	15	clear	clear	ADJ
consilience-8249	140	16	.	.	PUNCT
consilience-8249	141	1	consilience	consilience	PROPN
consilience-8249	141	2	zhu	zhu	PROPN
consilience-8249	141	3	:	:	PUNCT
consilience-8249	141	4	using	use	VERB
consilience-8249	141	5	spatial	spatial	ADJ
consilience-8249	141	6	context	context	NOUN
consilience-8249	141	7	and	and	CCONJ
consilience-8249	141	8	demographic	demographic	ADJ
consilience-8249	141	9	analysis	analysis	NOUN
consilience-8249	141	10	figure	figure	NOUN
consilience-8249	141	11	15	15	NUM
consilience-8249	141	12	.	.	PUNCT
consilience-8249	141	13	surface	surface	NOUN
consilience-8249	141	14	area	area	NOUN
consilience-8249	141	15	breakdown	breakdown	NOUN
consilience-8249	141	16	of	of	ADP
consilience-8249	141	17	surface	surface	NOUN
consilience-8249	141	18	permeability	permeability	NOUN
consilience-8249	141	19	correlated	correlate	VERB
consilience-8249	141	20	with	with	ADP
consilience-8249	141	21	all	all	DET
consilience-8249	141	22	three	three	NUM
consilience-8249	141	23	demographic	demographic	ADJ
consilience-8249	141	24	indicators	indicator	NOUN
consilience-8249	141	25	permeable	permeable	ADJ
consilience-8249	141	26	,	,	PUNCT
consilience-8249	141	27	high	high	ADJ
consilience-8249	141	28	minus	minus	CCONJ
consilience-8249	141	29	impermeable	impermeable	ADJ
consilience-8249	141	30	,	,	PUNCT
consilience-8249	141	31	high	high	ADJ
consilience-8249	141	32	5,481,000	5,481,000	NUM
consilience-8249	141	33	m2	m2	NOUN
consilience-8249	141	34	permeable	permeable	ADJ
consilience-8249	141	35	,	,	PUNCT
consilience-8249	141	36	medium	medium	ADJ
consilience-8249	141	37	minus	minus	CCONJ
consilience-8249	141	38	impermeable	impermeable	ADJ
consilience-8249	141	39	,	,	PUNCT
consilience-8249	141	40	medium	medium	ADJ
consilience-8249	141	41	-160,695,500	-160,695,500	NOUN
consilience-8249	141	42	m2	m2	PROPN
consilience-8249	141	43	permeable	permeable	ADJ
consilience-8249	141	44	,	,	PUNCT
consilience-8249	141	45	low	low	ADJ
consilience-8249	141	46	minus	minus	CCONJ
consilience-8249	141	47	impermeable	impermeable	ADJ
consilience-8249	141	48	,	,	PUNCT
consilience-8249	141	49	low	low	ADJ
consilience-8249	141	50	-93,025,800	-93,025,800	PROPN
consilience-8249	141	51	m2	m2	PROPN
consilience-8249	141	52	table	table	NOUN
consilience-8249	141	53	2	2	NUM
consilience-8249	141	54	.	.	X
consilience-8249	141	55	difference	difference	NOUN
consilience-8249	141	56	between	between	ADP
consilience-8249	141	57	permeable	permeable	ADJ
consilience-8249	141	58	and	and	CCONJ
consilience-8249	141	59	impermeable	impermeable	ADJ
consilience-8249	141	60	surface	surface	NOUN
consilience-8249	141	61	area	area	NOUN
consilience-8249	141	62	over	over	ADP
consilience-8249	141	63	each	each	DET
consilience-8249	141	64	demographic	demographic	ADJ
consilience-8249	141	65	factor	factor	NOUN
consilience-8249	141	66	category	category	NOUN
consilience-8249	141	67	261421200	261421200	NUM
consilience-8249	141	68	215490600	215490600	NUM
consilience-8249	141	69	177498000	177498000	NUM
consilience-8249	141	70	172017000	172017000	NUM
consilience-8249	141	71	122464800	122464800	NUM
consilience-8249	141	72	100725300	100725300	NUM
consilience-8249	141	73	impermeable	impermeable	ADJ
consilience-8249	141	74	,	,	PUNCT
consilience-8249	141	75	medium	medium	NOUN
consilience-8249	141	76	impermeable	impermeable	ADJ
consilience-8249	141	77	,	,	PUNCT
consilience-8249	141	78	low	low	ADJ
consilience-8249	141	79	permeable	permeable	ADJ
consilience-8249	141	80	,	,	PUNCT
consilience-8249	141	81	high	high	ADJ
consilience-8249	141	82	impermeable	impermeable	ADJ
consilience-8249	141	83	,	,	PUNCT
consilience-8249	141	84	high	high	ADJ
consilience-8249	141	85	permeable	permeable	ADJ
consilience-8249	141	86	,	,	PUNCT
consilience-8249	141	87	low	low	ADJ
consilience-8249	141	88	permeable	permeable	ADJ
consilience-8249	141	89	,	,	PUNCT
consilience-8249	141	90	medium	medium	ADJ
consilience-8249	141	91	surface	surface	NOUN
consilience-8249	141	92	permeability	permeability	NOUN
consilience-8249	141	93	correlated	correlate	VERB
consilience-8249	141	94	with	with	ADP
consilience-8249	141	95	the	the	DET
consilience-8249	141	96	sum	sum	NOUN
consilience-8249	141	97	of	of	ADP
consilience-8249	141	98	all	all	DET
consilience-8249	141	99	three	three	NUM
consilience-8249	141	100	demographic	demographic	ADJ
consilience-8249	141	101	indicators	indicator	NOUN
consilience-8249	141	102	surface	surface	NOUN
consilience-8249	141	103	area	area	NOUN
consilience-8249	141	104	in	in	ADP
consilience-8249	141	105	square	square	ADJ
consilience-8249	141	106	meters	meter	NOUN
consilience-8249	141	107	25	25	NUM
consilience-8249	141	108	consilience	consilience	NOUN
consilience-8249	141	109	discussion	discussion	NOUN
consilience-8249	141	110	what	what	PRON
consilience-8249	141	111	does	do	AUX
consilience-8249	141	112	it	it	PRON
consilience-8249	141	113	mean	mean	VERB
consilience-8249	141	114	for	for	SCONJ
consilience-8249	141	115	surface	surface	NOUN
consilience-8249	141	116	permeability	permeability	NOUN
consilience-8249	141	117	to	to	PART
consilience-8249	141	118	be	be	AUX
consilience-8249	141	119	equitably	equitably	ADV
consilience-8249	141	120	distributed	distribute	VERB
consilience-8249	141	121	across	across	ADP
consilience-8249	141	122	philadelphia	philadelphia	PROPN
consilience-8249	141	123	?	?	PUNCT
consilience-8249	142	1	should	should	AUX
consilience-8249	142	2	there	there	PRON
consilience-8249	142	3	be	be	AUX
consilience-8249	142	4	a	a	DET
consilience-8249	142	5	comparable	comparable	ADJ
consilience-8249	142	6	ratio	ratio	NOUN
consilience-8249	142	7	of	of	ADP
consilience-8249	142	8	permeable	permeable	ADJ
consilience-8249	142	9	to	to	ADP
consilience-8249	142	10	impermeable	impermeable	ADJ
consilience-8249	142	11	surfaces	surface	NOUN
consilience-8249	142	12	for	for	ADP
consilience-8249	142	13	each	each	DET
consilience-8249	142	14	demographic	demographic	ADJ
consilience-8249	142	15	category	category	NOUN
consilience-8249	142	16	?	?	PUNCT
consilience-8249	143	1	there	there	PRON
consilience-8249	143	2	is	be	VERB
consilience-8249	143	3	no	no	DET
consilience-8249	143	4	“	"	PUNCT
consilience-8249	143	5	correct	correct	ADJ
consilience-8249	143	6	”	"	PUNCT
consilience-8249	143	7	answer	answer	NOUN
consilience-8249	143	8	to	to	ADP
consilience-8249	143	9	this	this	DET
consilience-8249	143	10	query	query	NOUN
consilience-8249	143	11	.	.	PUNCT
consilience-8249	144	1	however	however	ADV
consilience-8249	144	2	,	,	PUNCT
consilience-8249	144	3	the	the	DET
consilience-8249	144	4	dominance	dominance	NOUN
consilience-8249	144	5	of	of	ADP
consilience-8249	144	6	impermeable	impermeable	ADJ
consilience-8249	144	7	surfaces	surface	NOUN
consilience-8249	144	8	in	in	ADP
consilience-8249	144	9	low	low	ADJ
consilience-8249	144	10	and	and	CCONJ
consilience-8249	144	11	medium	medium	ADJ
consilience-8249	144	12	demographic	demographic	ADJ
consilience-8249	144	13	factor	factor	NOUN
consilience-8249	144	14	categories	category	NOUN
consilience-8249	144	15	suggests	suggest	VERB
consilience-8249	144	16	a	a	DET
consilience-8249	144	17	degree	degree	NOUN
consilience-8249	144	18	of	of	ADP
consilience-8249	144	19	urban	urban	ADJ
consilience-8249	144	20	environmental	environmental	ADJ
consilience-8249	144	21	inequity	inequity	NOUN
consilience-8249	144	22	.	.	PUNCT
consilience-8249	145	1	this	this	DET
consilience-8249	145	2	spatial	spatial	ADJ
consilience-8249	145	3	-	-	PUNCT
consilience-8249	145	4	demographic	demographic	ADJ
consilience-8249	145	5	analysis	analysis	NOUN
consilience-8249	145	6	does	do	AUX
consilience-8249	145	7	not	not	PART
consilience-8249	145	8	provide	provide	VERB
consilience-8249	145	9	a	a	DET
consilience-8249	145	10	blanket	blanket	NOUN
consilience-8249	145	11	answer	answer	NOUN
consilience-8249	145	12	as	as	ADP
consilience-8249	145	13	to	to	ADP
consilience-8249	145	14	how	how	SCONJ
consilience-8249	145	15	surface	surface	NOUN
consilience-8249	145	16	permeability	permeability	NOUN
consilience-8249	145	17	correlates	correlate	VERB
consilience-8249	145	18	with	with	ADP
consilience-8249	145	19	the	the	DET
consilience-8249	145	20	three	three	NUM
consilience-8249	145	21	selected	select	VERB
consilience-8249	145	22	demographic	demographic	ADJ
consilience-8249	145	23	factors	factor	NOUN
consilience-8249	145	24	in	in	ADP
consilience-8249	145	25	philadelphia	philadelphia	PROPN
consilience-8249	145	26	.	.	PUNCT
consilience-8249	146	1	at	at	ADP
consilience-8249	146	2	the	the	DET
consilience-8249	146	3	finest	fine	ADJ
consilience-8249	146	4	level	level	NOUN
consilience-8249	146	5	,	,	PUNCT
consilience-8249	146	6	neighborhood	neighborhood	NOUN
consilience-8249	146	7	specific	specific	ADJ
consilience-8249	146	8	assessments	assessment	NOUN
consilience-8249	146	9	are	be	AUX
consilience-8249	146	10	possible	possible	ADJ
consilience-8249	146	11	.	.	PUNCT
consilience-8249	147	1	for	for	ADP
consilience-8249	147	2	example	example	NOUN
consilience-8249	147	3	,	,	PUNCT
consilience-8249	147	4	center	center	NOUN
consilience-8249	147	5	city	city	NOUN
consilience-8249	147	6	philadelphia	philadelphia	PROPN
consilience-8249	147	7	can	can	AUX
consilience-8249	147	8	be	be	AUX
consilience-8249	147	9	characterized	characterize	VERB
consilience-8249	147	10	as	as	ADP
consilience-8249	147	11	both	both	CCONJ
consilience-8249	147	12	affluent	affluent	ADJ
consilience-8249	147	13	—	—	PUNCT
consilience-8249	147	14	in	in	ADP
consilience-8249	147	15	this	this	DET
consilience-8249	147	16	case	case	NOUN
consilience-8249	147	17	defined	define	VERB
consilience-8249	147	18	as	as	ADP
consilience-8249	147	19	majority	majority	NOUN
consilience-8249	147	20	high	high	ADJ
consilience-8249	147	21	income	income	NOUN
consilience-8249	147	22	,	,	PUNCT
consilience-8249	147	23	high	high	ADJ
consilience-8249	147	24	rent	rent	NOUN
consilience-8249	147	25	,	,	PUNCT
consilience-8249	147	26	and	and	CCONJ
consilience-8249	147	27	high	high	ADJ
consilience-8249	147	28	home	home	NOUN
consilience-8249	147	29	value	value	NOUN
consilience-8249	147	30	—	—	PUNCT
consilience-8249	147	31	and	and	CCONJ
consilience-8249	147	32	covered	cover	VERB
consilience-8249	147	33	with	with	ADP
consilience-8249	147	34	mostly	mostly	ADV
consilience-8249	147	35	impermeable	impermeable	ADJ
consilience-8249	147	36	surfaces	surface	NOUN
consilience-8249	147	37	.	.	PUNCT
consilience-8249	148	1	there	there	PRON
consilience-8249	148	2	are	be	VERB
consilience-8249	148	3	several	several	ADJ
consilience-8249	148	4	broad	broad	ADJ
consilience-8249	148	5	themes	theme	NOUN
consilience-8249	148	6	that	that	PRON
consilience-8249	148	7	can	can	AUX
consilience-8249	148	8	be	be	AUX
consilience-8249	148	9	extracted	extract	VERB
consilience-8249	148	10	from	from	ADP
consilience-8249	148	11	the	the	DET
consilience-8249	148	12	three	three	NUM
consilience-8249	148	13	correlation	correlation	NOUN
consilience-8249	148	14	maps	map	NOUN
consilience-8249	148	15	and	and	CCONJ
consilience-8249	148	16	associated	associated	ADJ
consilience-8249	148	17	bar	bar	NOUN
consilience-8249	148	18	graphs	graph	NOUN
consilience-8249	148	19	and	and	CCONJ
consilience-8249	148	20	tables	table	NOUN
consilience-8249	148	21	.	.	PUNCT
consilience-8249	149	1	more	more	ADV
consilience-8249	149	2	affluent	affluent	ADJ
consilience-8249	149	3	neighborhoods	neighborhood	NOUN
consilience-8249	149	4	are	be	AUX
consilience-8249	149	5	concentrated	concentrate	VERB
consilience-8249	149	6	in	in	ADP
consilience-8249	149	7	the	the	DET
consilience-8249	149	8	center	center	NOUN
consilience-8249	149	9	of	of	ADP
consilience-8249	149	10	philadelphia	philadelphia	PROPN
consilience-8249	149	11	and	and	CCONJ
consilience-8249	149	12	in	in	ADP
consilience-8249	149	13	the	the	DET
consilience-8249	149	14	northwest	northwest	ADJ
consilience-8249	149	15	and	and	CCONJ
consilience-8249	149	16	northeast	northeast	ADJ
consilience-8249	149	17	corners	corner	NOUN
consilience-8249	149	18	.	.	PUNCT
consilience-8249	150	1	in	in	ADP
consilience-8249	150	2	the	the	DET
consilience-8249	150	3	heart	heart	NOUN
consilience-8249	150	4	of	of	ADP
consilience-8249	150	5	philadelphia	philadelphia	PROPN
consilience-8249	150	6	,	,	PUNCT
consilience-8249	150	7	land	land	NOUN
consilience-8249	150	8	is	be	AUX
consilience-8249	150	9	almost	almost	ADV
consilience-8249	150	10	completely	completely	ADV
consilience-8249	150	11	impermeable	impermeable	ADJ
consilience-8249	150	12	:	:	PUNCT
consilience-8249	150	13	center	center	NOUN
consilience-8249	150	14	city	city	NOUN
consilience-8249	150	15	and	and	CCONJ
consilience-8249	150	16	the	the	DET
consilience-8249	150	17	surrounding	surround	VERB
consilience-8249	150	18	neighborhoods	neighborhood	NOUN
consilience-8249	150	19	are	be	AUX
consilience-8249	150	20	densely	densely	ADV
consilience-8249	150	21	developed	develop	VERB
consilience-8249	150	22	,	,	PUNCT
consilience-8249	150	23	with	with	ADP
consilience-8249	150	24	only	only	ADV
consilience-8249	150	25	a	a	DET
consilience-8249	150	26	scattering	scattering	NOUN
consilience-8249	150	27	of	of	ADP
consilience-8249	150	28	public	public	ADJ
consilience-8249	150	29	green	green	ADJ
consilience-8249	150	30	spaces	space	NOUN
consilience-8249	150	31	such	such	ADJ
consilience-8249	150	32	as	as	ADP
consilience-8249	150	33	rittenhouse	rittenhouse	NOUN
consilience-8249	150	34	square	square	ADJ
consilience-8249	150	35	park	park	NOUN
consilience-8249	150	36	.	.	PUNCT
consilience-8249	151	1	this	this	DET
consilience-8249	151	2	central	central	ADJ
consilience-8249	151	3	region	region	NOUN
consilience-8249	151	4	appeals	appeal	NOUN
consilience-8249	151	5	to	to	ADP
consilience-8249	151	6	those	those	PRON
consilience-8249	151	7	who	who	PRON
consilience-8249	151	8	desire	desire	VERB
consilience-8249	151	9	high	high	ADJ
consilience-8249	151	10	-	-	PUNCT
consilience-8249	151	11	density	density	NOUN
consilience-8249	151	12	living	living	NOUN
consilience-8249	151	13	,	,	PUNCT
consilience-8249	151	14	seek	seek	VERB
consilience-8249	151	15	minimal	minimal	ADJ
consilience-8249	151	16	distance	distance	NOUN
consilience-8249	151	17	to	to	ADP
consilience-8249	151	18	philadelphia	philadelphia	PROPN
consilience-8249	151	19	’s	’s	PART
consilience-8249	151	20	economic	economic	ADJ
consilience-8249	151	21	center	center	NOUN
consilience-8249	151	22	,	,	PUNCT
consilience-8249	151	23	and	and	CCONJ
consilience-8249	151	24	can	can	AUX
consilience-8249	151	25	afford	afford	VERB
consilience-8249	151	26	the	the	DET
consilience-8249	151	27	associated	associated	ADJ
consilience-8249	151	28	costs	cost	NOUN
consilience-8249	151	29	of	of	ADP
consilience-8249	151	30	living	living	NOUN
consilience-8249	151	31	.	.	PUNCT
consilience-8249	152	1	on	on	ADP
consilience-8249	152	2	the	the	DET
consilience-8249	152	3	other	other	ADJ
consilience-8249	152	4	hand	hand	NOUN
consilience-8249	152	5	,	,	PUNCT
consilience-8249	152	6	in	in	ADP
consilience-8249	152	7	philadelphia	philadelphia	PROPN
consilience-8249	152	8	’s	’s	PART
consilience-8249	152	9	largely	largely	ADV
consilience-8249	152	10	affluent	affluent	ADJ
consilience-8249	152	11	northwest	northwest	ADJ
consilience-8249	152	12	and	and	CCONJ
consilience-8249	152	13	northeast	northeast	ADJ
consilience-8249	152	14	corners	corner	NOUN
consilience-8249	152	15	,	,	PUNCT
consilience-8249	152	16	land	land	NOUN
consilience-8249	152	17	is	be	AUX
consilience-8249	152	18	largely	largely	ADV
consilience-8249	152	19	permeable	permeable	ADJ
consilience-8249	152	20	.	.	PUNCT
consilience-8249	153	1	this	this	DET
consilience-8249	153	2	fact	fact	NOUN
consilience-8249	153	3	can	can	AUX
consilience-8249	153	4	perhaps	perhaps	ADV
consilience-8249	153	5	be	be	AUX
consilience-8249	153	6	explained	explain	VERB
consilience-8249	153	7	by	by	ADP
consilience-8249	153	8	identifying	identify	VERB
consilience-8249	153	9	these	these	DET
consilience-8249	153	10	outer	outer	ADJ
consilience-8249	153	11	neighborhoods	neighborhood	NOUN
consilience-8249	153	12	as	as	ADP
consilience-8249	153	13	the	the	DET
consilience-8249	153	14	transition	transition	NOUN
consilience-8249	153	15	point	point	NOUN
consilience-8249	153	16	between	between	ADP
consilience-8249	153	17	the	the	DET
consilience-8249	153	18	city	city	NOUN
consilience-8249	153	19	and	and	CCONJ
consilience-8249	153	20	its	its	PRON
consilience-8249	153	21	less	less	ADV
consilience-8249	153	22	-	-	PUNCT
consilience-8249	153	23	developed	develop	VERB
consilience-8249	153	24	suburbs	suburb	NOUN
consilience-8249	153	25	.	.	PUNCT
consilience-8249	154	1	wealthy	wealthy	ADJ
consilience-8249	154	2	residents	resident	NOUN
consilience-8249	154	3	of	of	ADP
consilience-8249	154	4	these	these	DET
consilience-8249	154	5	northern	northern	ADJ
consilience-8249	154	6	areas	area	NOUN
consilience-8249	154	7	still	still	ADV
consilience-8249	154	8	need	need	VERB
consilience-8249	154	9	to	to	PART
consilience-8249	154	10	be	be	AUX
consilience-8249	154	11	close	close	ADJ
consilience-8249	154	12	to	to	ADP
consilience-8249	154	13	consilience	consilience	PROPN
consilience-8249	154	14	zhu	zhu	PROPN
consilience-8249	154	15	:	:	PUNCT
consilience-8249	154	16	using	use	VERB
consilience-8249	154	17	spatial	spatial	ADJ
consilience-8249	154	18	context	context	NOUN
consilience-8249	154	19	and	and	CCONJ
consilience-8249	154	20	demographic	demographic	ADJ
consilience-8249	154	21	analysis	analysis	NOUN
consilience-8249	154	22	philadelphia	philadelphia	PROPN
consilience-8249	154	23	’s	’s	PART
consilience-8249	154	24	economic	economic	ADJ
consilience-8249	154	25	center	center	NOUN
consilience-8249	154	26	,	,	PUNCT
consilience-8249	154	27	yet	yet	CCONJ
consilience-8249	154	28	they	they	PRON
consilience-8249	154	29	also	also	ADV
consilience-8249	154	30	are	be	AUX
consilience-8249	154	31	looking	look	VERB
consilience-8249	154	32	to	to	PART
consilience-8249	154	33	escape	escape	VERB
consilience-8249	154	34	problems	problem	NOUN
consilience-8249	154	35	associated	associate	VERB
consilience-8249	154	36	with	with	ADP
consilience-8249	154	37	high	high	ADJ
consilience-8249	154	38	-	-	PUNCT
consilience-8249	154	39	density	density	NOUN
consilience-8249	154	40	urban	urban	ADJ
consilience-8249	154	41	living	living	NOUN
consilience-8249	154	42	.	.	PUNCT
consilience-8249	155	1	in	in	ADP
consilience-8249	155	2	between	between	ADP
consilience-8249	155	3	these	these	DET
consilience-8249	155	4	two	two	NUM
consilience-8249	155	5	affluent	affluent	ADJ
consilience-8249	155	6	sections	section	NOUN
consilience-8249	155	7	is	be	AUX
consilience-8249	155	8	a	a	DET
consilience-8249	155	9	semicircle	semicircle	NOUN
consilience-8249	155	10	that	that	PRON
consilience-8249	155	11	contains	contain	VERB
consilience-8249	155	12	the	the	DET
consilience-8249	155	13	bulk	bulk	NOUN
consilience-8249	155	14	of	of	ADP
consilience-8249	155	15	lower	low	ADJ
consilience-8249	155	16	-	-	PUNCT
consilience-8249	155	17	income	income	NOUN
consilience-8249	155	18	,	,	PUNCT
consilience-8249	155	19	lower	low	ADJ
consilience-8249	155	20	-	-	PUNCT
consilience-8249	155	21	rent	rent	NOUN
consilience-8249	155	22	,	,	PUNCT
consilience-8249	155	23	and	and	CCONJ
consilience-8249	155	24	lower	low	ADJ
consilience-8249	155	25	-	-	PUNCT
consilience-8249	155	26	home	home	NOUN
consilience-8249	155	27	-	-	PUNCT
consilience-8249	155	28	value	value	NOUN
consilience-8249	155	29	communities	community	NOUN
consilience-8249	155	30	.	.	PUNCT
consilience-8249	156	1	as	as	SCONJ
consilience-8249	156	2	shown	show	VERB
consilience-8249	156	3	in	in	ADP
consilience-8249	156	4	table	table	NOUN
consilience-8249	156	5	2	2	NUM
consilience-8249	156	6	,	,	PUNCT
consilience-8249	156	7	philadelphia	philadelphia	PROPN
consilience-8249	156	8	’s	’s	PART
consilience-8249	156	9	wealthiest	wealthy	ADJ
consilience-8249	156	10	communities	community	NOUN
consilience-8249	156	11	are	be	AUX
consilience-8249	156	12	about	about	ADV
consilience-8249	156	13	equally	equally	ADV
consilience-8249	156	14	divided	divide	VERB
consilience-8249	156	15	between	between	ADP
consilience-8249	156	16	permeable	permeable	ADJ
consilience-8249	156	17	and	and	CCONJ
consilience-8249	156	18	impermeable	impermeable	ADJ
consilience-8249	156	19	surfaces	surface	NOUN
consilience-8249	156	20	.	.	PUNCT
consilience-8249	157	1	however	however	ADV
consilience-8249	157	2	,	,	PUNCT
consilience-8249	157	3	this	this	DET
consilience-8249	157	4	division	division	NOUN
consilience-8249	157	5	is	be	AUX
consilience-8249	157	6	not	not	PART
consilience-8249	157	7	random	random	ADJ
consilience-8249	157	8	within	within	ADP
consilience-8249	157	9	wealthy	wealthy	ADJ
consilience-8249	157	10	communities	community	NOUN
consilience-8249	157	11	:	:	PUNCT
consilience-8249	157	12	the	the	DET
consilience-8249	157	13	wealthy	wealthy	ADJ
consilience-8249	157	14	central	central	ADJ
consilience-8249	157	15	neighborhoods	neighborhood	NOUN
consilience-8249	157	16	are	be	AUX
consilience-8249	157	17	predominantly	predominantly	ADV
consilience-8249	157	18	impermeable	impermeable	ADJ
consilience-8249	157	19	,	,	PUNCT
consilience-8249	157	20	while	while	SCONJ
consilience-8249	157	21	the	the	DET
consilience-8249	157	22	wealthy	wealthy	ADJ
consilience-8249	157	23	outlying	outlying	ADJ
consilience-8249	157	24	communities	community	NOUN
consilience-8249	157	25	are	be	AUX
consilience-8249	157	26	generally	generally	ADV
consilience-8249	157	27	permeable	permeable	ADJ
consilience-8249	157	28	.	.	PUNCT
consilience-8249	158	1	on	on	ADP
consilience-8249	158	2	the	the	DET
consilience-8249	158	3	other	other	ADJ
consilience-8249	158	4	hand	hand	NOUN
consilience-8249	158	5	,	,	PUNCT
consilience-8249	158	6	in	in	ADP
consilience-8249	158	7	medium	medium	ADJ
consilience-8249	158	8	and	and	CCONJ
consilience-8249	158	9	low	low	ADJ
consilience-8249	158	10	-	-	PUNCT
consilience-8249	158	11	demographic	demographic	ADJ
consilience-8249	158	12	-	-	PUNCT
consilience-8249	158	13	factor	factor	NOUN
consilience-8249	158	14	communities	community	NOUN
consilience-8249	158	15	,	,	PUNCT
consilience-8249	158	16	impermeable	impermeable	ADJ
consilience-8249	158	17	surfaces	surface	NOUN
consilience-8249	158	18	far	far	ADV
consilience-8249	158	19	outnumber	outnumber	ADV
consilience-8249	158	20	permeable	permeable	ADJ
consilience-8249	158	21	surfaces	surface	NOUN
consilience-8249	158	22	.	.	PUNCT
consilience-8249	159	1	generally	generally	ADV
consilience-8249	159	2	,	,	PUNCT
consilience-8249	159	3	it	it	PRON
consilience-8249	159	4	is	be	AUX
consilience-8249	159	5	much	much	ADV
consilience-8249	159	6	likelier	likeli	ADJ
consilience-8249	159	7	to	to	PART
consilience-8249	159	8	encounter	encounter	VERB
consilience-8249	159	9	a	a	DET
consilience-8249	159	10	permeable	permeable	ADJ
consilience-8249	159	11	surface	surface	NOUN
consilience-8249	159	12	in	in	ADP
consilience-8249	159	13	an	an	DET
consilience-8249	159	14	affluent	affluent	ADJ
consilience-8249	159	15	community	community	NOUN
consilience-8249	159	16	than	than	ADP
consilience-8249	159	17	in	in	ADP
consilience-8249	159	18	a	a	DET
consilience-8249	159	19	lower	low	ADJ
consilience-8249	159	20	income	income	NOUN
consilience-8249	159	21	community	community	NOUN
consilience-8249	159	22	.	.	PUNCT
consilience-8249	160	1	the	the	DET
consilience-8249	160	2	overall	overall	ADJ
consilience-8249	160	3	increase	increase	NOUN
consilience-8249	160	4	in	in	ADP
consilience-8249	160	5	permeability	permeability	NOUN
consilience-8249	160	6	with	with	ADP
consilience-8249	160	7	distance	distance	NOUN
consilience-8249	160	8	from	from	ADP
consilience-8249	160	9	the	the	DET
consilience-8249	160	10	city	city	NOUN
consilience-8249	160	11	center	center	NOUN
consilience-8249	160	12	is	be	AUX
consilience-8249	160	13	reflective	reflective	ADJ
consilience-8249	160	14	of	of	ADP
consilience-8249	160	15	philadelphia	philadelphia	PROPN
consilience-8249	160	16	’s	’s	PART
consilience-8249	160	17	historical	historical	ADJ
consilience-8249	160	18	development	development	NOUN
consilience-8249	160	19	.	.	PUNCT
consilience-8249	161	1	the	the	DET
consilience-8249	161	2	older	old	ADJ
consilience-8249	161	3	more	more	ADJ
consilience-8249	161	4	central	central	ADJ
consilience-8249	161	5	regions	region	NOUN
consilience-8249	161	6	were	be	AUX
consilience-8249	161	7	developed	develop	VERB
consilience-8249	161	8	in	in	ADP
consilience-8249	161	9	an	an	DET
consilience-8249	161	10	era	era	NOUN
consilience-8249	161	11	when	when	SCONJ
consilience-8249	161	12	surface	surface	NOUN
consilience-8249	161	13	permeability	permeability	NOUN
consilience-8249	161	14	was	be	AUX
consilience-8249	161	15	not	not	PART
consilience-8249	161	16	considered	consider	VERB
consilience-8249	161	17	a	a	DET
consilience-8249	161	18	priority	priority	NOUN
consilience-8249	161	19	.	.	PUNCT
consilience-8249	162	1	the	the	DET
consilience-8249	162	2	variations	variation	NOUN
consilience-8249	162	3	of	of	ADP
consilience-8249	162	4	socioeconomic	socioeconomic	ADJ
consilience-8249	162	5	status	status	NOUN
consilience-8249	162	6	with	with	ADP
consilience-8249	162	7	distance	distance	NOUN
consilience-8249	162	8	from	from	ADP
consilience-8249	162	9	the	the	DET
consilience-8249	162	10	center	center	NOUN
consilience-8249	162	11	are	be	AUX
consilience-8249	162	12	consistent	consistent	ADJ
consilience-8249	162	13	with	with	ADP
consilience-8249	162	14	burgess	burgess	PROPN
consilience-8249	162	15	’s	’s	PART
consilience-8249	162	16	concentric	concentric	PROPN
consilience-8249	162	17	zone	zone	NOUN
consilience-8249	162	18	model	model	NOUN
consilience-8249	162	19	(	(	PUNCT
consilience-8249	162	20	burgess	burgess	NOUN
consilience-8249	162	21	,	,	PUNCT
consilience-8249	162	22	1924	1924	NUM
consilience-8249	162	23	)	)	PUNCT
consilience-8249	162	24	.	.	PUNCT
consilience-8249	163	1	together	together	ADV
consilience-8249	163	2	,	,	PUNCT
consilience-8249	163	3	these	these	DET
consilience-8249	163	4	patterns	pattern	NOUN
consilience-8249	163	5	in	in	ADP
consilience-8249	163	6	permeability	permeability	NOUN
consilience-8249	163	7	and	and	CCONJ
consilience-8249	163	8	demographics	demographic	NOUN
consilience-8249	163	9	yield	yield	VERB
consilience-8249	163	10	the	the	DET
consilience-8249	163	11	correlations	correlation	NOUN
consilience-8249	163	12	observed	observe	VERB
consilience-8249	163	13	in	in	ADP
consilience-8249	163	14	this	this	DET
consilience-8249	163	15	study	study	NOUN
consilience-8249	163	16	,	,	PUNCT
consilience-8249	163	17	in	in	ADP
consilience-8249	163	18	which	which	PRON
consilience-8249	163	19	the	the	DET
consilience-8249	163	20	relatively	relatively	ADV
consilience-8249	163	21	affluent	affluent	ADJ
consilience-8249	163	22	choose	choose	NOUN
consilience-8249	163	23	between	between	ADP
consilience-8249	163	24	the	the	DET
consilience-8249	163	25	impermeable	impermeable	ADJ
consilience-8249	163	26	city	city	NOUN
consilience-8249	163	27	center	center	NOUN
consilience-8249	163	28	or	or	CCONJ
consilience-8249	163	29	a	a	DET
consilience-8249	163	30	permeable	permeable	ADJ
consilience-8249	163	31	outlying	outlying	ADJ
consilience-8249	163	32	zone	zone	NOUN
consilience-8249	163	33	.	.	PUNCT
consilience-8249	164	1	thus	thus	ADV
consilience-8249	164	2	,	,	PUNCT
consilience-8249	164	3	wealthy	wealthy	ADJ
consilience-8249	164	4	residents	resident	NOUN
consilience-8249	164	5	have	have	VERB
consilience-8249	164	6	the	the	DET
consilience-8249	164	7	option	option	NOUN
consilience-8249	164	8	to	to	PART
consilience-8249	164	9	live	live	VERB
consilience-8249	164	10	in	in	ADP
consilience-8249	164	11	the	the	DET
consilience-8249	164	12	dense	dense	ADJ
consilience-8249	164	13	and	and	CCONJ
consilience-8249	164	14	impermeable	impermeable	ADJ
consilience-8249	164	15	center	center	NOUN
consilience-8249	164	16	city	city	NOUN
consilience-8249	164	17	or	or	CCONJ
consilience-8249	164	18	in	in	ADP
consilience-8249	164	19	the	the	DET
consilience-8249	164	20	permeable	permeable	ADJ
consilience-8249	164	21	neighborhoods	neighborhood	NOUN
consilience-8249	164	22	bordering	border	VERB
consilience-8249	164	23	philadelphia	philadelphia	PROPN
consilience-8249	164	24	’s	’s	PART
consilience-8249	164	25	northern	northern	ADJ
consilience-8249	164	26	suburbs	suburb	NOUN
consilience-8249	164	27	.	.	PUNCT
consilience-8249	165	1	less	less	ADV
consilience-8249	165	2	wealthy	wealthy	ADJ
consilience-8249	165	3	residents	resident	NOUN
consilience-8249	165	4	have	have	VERB
consilience-8249	165	5	few	few	ADJ
consilience-8249	165	6	alternatives	alternative	NOUN
consilience-8249	165	7	besides	besides	SCONJ
consilience-8249	165	8	living	live	VERB
consilience-8249	165	9	in	in	ADP
consilience-8249	165	10	the	the	DET
consilience-8249	165	11	impermeable	impermeable	ADJ
consilience-8249	165	12	semicircle	semicircle	NOUN
consilience-8249	165	13	that	that	PRON
consilience-8249	165	14	envelops	envelop	VERB
consilience-8249	165	15	center	center	PROPN
consilience-8249	165	16	city	city	NOUN
consilience-8249	165	17	.	.	PUNCT
consilience-8249	166	1	27	27	NUM
consilience-8249	166	2	consilience	consilience	NOUN
consilience-8249	166	3	is	be	AUX
consilience-8249	166	4	permeability	permeability	NOUN
consilience-8249	166	5	an	an	DET
consilience-8249	166	6	indicator	indicator	NOUN
consilience-8249	166	7	of	of	ADP
consilience-8249	166	8	the	the	DET
consilience-8249	166	9	cost	cost	NOUN
consilience-8249	166	10	of	of	ADP
consilience-8249	166	11	living	living	NOUN
consilience-8249	166	12	and	and	CCONJ
consilience-8249	166	13	neighborhood	neighborhood	NOUN
consilience-8249	166	14	affordability	affordability	NOUN
consilience-8249	166	15	?	?	PUNCT
consilience-8249	167	1	what	what	PRON
consilience-8249	167	2	kind	kind	NOUN
consilience-8249	167	3	of	of	ADP
consilience-8249	167	4	value	value	NOUN
consilience-8249	167	5	can	can	AUX
consilience-8249	167	6	be	be	AUX
consilience-8249	167	7	attributed	attribute	VERB
consilience-8249	167	8	to	to	ADP
consilience-8249	167	9	permeable	permeable	ADJ
consilience-8249	167	10	surfaces	surface	NOUN
consilience-8249	167	11	?	?	PUNCT
consilience-8249	168	1	the	the	DET
consilience-8249	168	2	answers	answer	NOUN
consilience-8249	168	3	vary	vary	VERB
consilience-8249	168	4	from	from	ADP
consilience-8249	168	5	neighborhood	neighborhood	NOUN
consilience-8249	168	6	to	to	ADP
consilience-8249	168	7	neighborhood	neighborhood	NOUN
consilience-8249	168	8	.	.	PUNCT
consilience-8249	169	1	in	in	ADP
consilience-8249	169	2	regions	region	NOUN
consilience-8249	169	3	bordering	border	VERB
consilience-8249	169	4	the	the	DET
consilience-8249	169	5	suburbs	suburb	NOUN
consilience-8249	169	6	,	,	PUNCT
consilience-8249	169	7	permeable	permeable	ADJ
consilience-8249	169	8	land	land	NOUN
consilience-8249	169	9	appears	appear	VERB
consilience-8249	169	10	to	to	PART
consilience-8249	169	11	be	be	AUX
consilience-8249	169	12	highly	highly	ADV
consilience-8249	169	13	coveted	covet	VERB
consilience-8249	169	14	.	.	PUNCT
consilience-8249	170	1	residents	resident	NOUN
consilience-8249	170	2	of	of	ADP
consilience-8249	170	3	these	these	DET
consilience-8249	170	4	areas	area	NOUN
consilience-8249	170	5	likely	likely	ADV
consilience-8249	170	6	have	have	VERB
consilience-8249	170	7	more	more	ADJ
consilience-8249	170	8	space	space	NOUN
consilience-8249	170	9	and	and	CCONJ
consilience-8249	170	10	therefore	therefore	ADV
consilience-8249	170	11	value	value	VERB
consilience-8249	170	12	permeable	permeable	ADJ
consilience-8249	170	13	open	open	ADJ
consilience-8249	170	14	green	green	ADJ
consilience-8249	170	15	space	space	NOUN
consilience-8249	170	16	such	such	ADJ
consilience-8249	170	17	as	as	ADP
consilience-8249	170	18	private	private	ADJ
consilience-8249	170	19	lawns	lawn	NOUN
consilience-8249	170	20	and	and	CCONJ
consilience-8249	170	21	backyards	backyard	NOUN
consilience-8249	170	22	.	.	PUNCT
consilience-8249	171	1	in	in	ADP
consilience-8249	171	2	the	the	DET
consilience-8249	171	3	more	more	ADV
consilience-8249	171	4	densely	densely	ADV
consilience-8249	171	5	developed	develop	VERB
consilience-8249	171	6	portions	portion	NOUN
consilience-8249	171	7	of	of	ADP
consilience-8249	171	8	philadelphia	philadelphia	PROPN
consilience-8249	171	9	,	,	PUNCT
consilience-8249	171	10	permeability	permeability	NOUN
consilience-8249	171	11	is	be	AUX
consilience-8249	171	12	not	not	PART
consilience-8249	171	13	a	a	DET
consilience-8249	171	14	clear	clear	ADJ
consilience-8249	171	15	distinguishing	distinguish	VERB
consilience-8249	171	16	factor	factor	NOUN
consilience-8249	171	17	between	between	ADP
consilience-8249	171	18	affluent	affluent	ADJ
consilience-8249	171	19	regions	region	NOUN
consilience-8249	171	20	such	such	ADJ
consilience-8249	171	21	as	as	ADP
consilience-8249	171	22	center	center	ADJ
consilience-8249	171	23	city	city	NOUN
consilience-8249	171	24	and	and	CCONJ
consilience-8249	171	25	the	the	DET
consilience-8249	171	26	less	less	ADV
consilience-8249	171	27	-	-	PUNCT
consilience-8249	171	28	affluent	affluent	ADJ
consilience-8249	171	29	southern	southern	ADJ
consilience-8249	171	30	neighborhoods	neighborhood	NOUN
consilience-8249	171	31	.	.	PUNCT
consilience-8249	172	1	in	in	ADP
consilience-8249	172	2	summary	summary	NOUN
consilience-8249	172	3	,	,	PUNCT
consilience-8249	172	4	the	the	DET
consilience-8249	172	5	most	most	ADV
consilience-8249	172	6	notable	notable	ADJ
consilience-8249	172	7	patterns	pattern	NOUN
consilience-8249	172	8	that	that	PRON
consilience-8249	172	9	can	can	AUX
consilience-8249	172	10	be	be	AUX
consilience-8249	172	11	identified	identify	VERB
consilience-8249	172	12	are	be	AUX
consilience-8249	172	13	as	as	SCONJ
consilience-8249	172	14	follows	follow	VERB
consilience-8249	172	15	.	.	PUNCT
consilience-8249	173	1	1	1	X
consilience-8249	173	2	)	)	PUNCT
consilience-8249	173	3	philadelphia	philadelphia	PROPN
consilience-8249	173	4	’s	’s	PART
consilience-8249	173	5	center	center	NOUN
consilience-8249	173	6	is	be	AUX
consilience-8249	173	7	largely	largely	ADV
consilience-8249	173	8	impermeable	impermeable	ADJ
consilience-8249	173	9	and	and	CCONJ
consilience-8249	173	10	affluent	affluent	ADJ
consilience-8249	173	11	.	.	PUNCT
consilience-8249	174	1	2	2	X
consilience-8249	174	2	)	)	PUNCT
consilience-8249	174	3	moving	move	VERB
consilience-8249	174	4	away	away	ADV
consilience-8249	174	5	from	from	ADP
consilience-8249	174	6	the	the	DET
consilience-8249	174	7	city	city	NOUN
consilience-8249	174	8	’s	’s	PART
consilience-8249	174	9	center	center	NOUN
consilience-8249	174	10	,	,	PUNCT
consilience-8249	174	11	the	the	DET
consilience-8249	174	12	land	land	NOUN
consilience-8249	174	13	is	be	AUX
consilience-8249	174	14	still	still	ADV
consilience-8249	174	15	largely	largely	ADV
consilience-8249	174	16	impermeable	impermeable	ADJ
consilience-8249	174	17	but	but	CCONJ
consilience-8249	174	18	less	less	ADV
consilience-8249	174	19	affluent	affluent	ADJ
consilience-8249	174	20	.	.	PUNCT
consilience-8249	175	1	3	3	X
consilience-8249	175	2	)	)	PUNCT
consilience-8249	175	3	nearing	near	VERB
consilience-8249	175	4	the	the	DET
consilience-8249	175	5	border	border	NOUN
consilience-8249	175	6	between	between	ADP
consilience-8249	175	7	suburbs	suburb	NOUN
consilience-8249	175	8	and	and	CCONJ
consilience-8249	175	9	city	city	NOUN
consilience-8249	175	10	in	in	ADP
consilience-8249	175	11	philadelphia	philadelphia	PROPN
consilience-8249	175	12	’s	’s	PART
consilience-8249	175	13	northwest	northwest	ADJ
consilience-8249	175	14	and	and	CCONJ
consilience-8249	175	15	northeast	northeast	ADJ
consilience-8249	175	16	corners	corner	NOUN
consilience-8249	175	17	,	,	PUNCT
consilience-8249	175	18	the	the	DET
consilience-8249	175	19	proportion	proportion	NOUN
consilience-8249	175	20	of	of	ADP
consilience-8249	175	21	permeable	permeable	ADJ
consilience-8249	175	22	and	and	CCONJ
consilience-8249	175	23	affluent	affluent	ADJ
consilience-8249	175	24	neighborhoods	neighborhood	NOUN
consilience-8249	175	25	increases	increase	NOUN
consilience-8249	175	26	.	.	PUNCT
consilience-8249	176	1	conclusion	conclusion	NOUN
consilience-8249	176	2	this	this	DET
consilience-8249	176	3	research	research	NOUN
consilience-8249	176	4	has	have	AUX
consilience-8249	176	5	revealed	reveal	VERB
consilience-8249	176	6	a	a	DET
consilience-8249	176	7	spatially	spatially	ADV
consilience-8249	176	8	and	and	CCONJ
consilience-8249	176	9	socially	socially	ADV
consilience-8249	176	10	uneven	uneven	ADJ
consilience-8249	176	11	distribution	distribution	NOUN
consilience-8249	176	12	of	of	ADP
consilience-8249	176	13	permeable	permeable	ADJ
consilience-8249	176	14	surfaces	surface	NOUN
consilience-8249	176	15	across	across	ADP
consilience-8249	176	16	philadelphia	philadelphia	PROPN
consilience-8249	176	17	.	.	PUNCT
consilience-8249	177	1	specifically	specifically	ADV
consilience-8249	177	2	,	,	PUNCT
consilience-8249	177	3	permeable	permeable	ADJ
consilience-8249	177	4	surfaces	surface	NOUN
consilience-8249	177	5	are	be	AUX
consilience-8249	177	6	concentrated	concentrate	VERB
consilience-8249	177	7	in	in	ADP
consilience-8249	177	8	the	the	DET
consilience-8249	177	9	relatively	relatively	ADV
consilience-8249	177	10	affluent	affluent	ADJ
consilience-8249	177	11	northwest	northwest	ADJ
consilience-8249	177	12	and	and	CCONJ
consilience-8249	177	13	northeast	northeast	ADJ
consilience-8249	177	14	corners	corner	NOUN
consilience-8249	177	15	of	of	ADP
consilience-8249	177	16	the	the	DET
consilience-8249	177	17	city	city	NOUN
consilience-8249	177	18	.	.	PUNCT
consilience-8249	178	1	while	while	SCONJ
consilience-8249	178	2	the	the	DET
consilience-8249	178	3	methods	method	NOUN
consilience-8249	178	4	of	of	ADP
consilience-8249	178	5	this	this	DET
consilience-8249	178	6	study	study	NOUN
consilience-8249	178	7	were	be	AUX
consilience-8249	178	8	conducted	conduct	VERB
consilience-8249	178	9	successfully	successfully	ADV
consilience-8249	178	10	and	and	CCONJ
consilience-8249	178	11	the	the	DET
consilience-8249	178	12	research	research	NOUN
consilience-8249	178	13	questions	question	NOUN
consilience-8249	178	14	were	be	AUX
consilience-8249	178	15	addressed	address	VERB
consilience-8249	178	16	,	,	PUNCT
consilience-8249	178	17	there	there	PRON
consilience-8249	178	18	is	be	VERB
consilience-8249	178	19	potential	potential	ADJ
consilience-8249	178	20	for	for	ADP
consilience-8249	178	21	further	further	ADJ
consilience-8249	178	22	research	research	NOUN
consilience-8249	178	23	on	on	ADP
consilience-8249	178	24	this	this	DET
consilience-8249	178	25	topic	topic	NOUN
consilience-8249	178	26	.	.	PUNCT
consilience-8249	179	1	extensions	extension	NOUN
consilience-8249	179	2	of	of	ADP
consilience-8249	179	3	this	this	DET
consilience-8249	179	4	work	work	NOUN
consilience-8249	179	5	could	could	AUX
consilience-8249	179	6	begin	begin	VERB
consilience-8249	179	7	by	by	ADP
consilience-8249	179	8	incorporating	incorporate	VERB
consilience-8249	179	9	more	more	ADV
consilience-8249	179	10	demographic	demographic	ADJ
consilience-8249	179	11	factors	factor	NOUN
consilience-8249	179	12	into	into	ADP
consilience-8249	179	13	the	the	DET
consilience-8249	179	14	correlation	correlation	NOUN
consilience-8249	179	15	analysis	analysis	NOUN
consilience-8249	179	16	.	.	PUNCT
consilience-8249	180	1	as	as	SCONJ
consilience-8249	180	2	stated	state	VERB
consilience-8249	180	3	in	in	ADP
consilience-8249	180	4	the	the	DET
consilience-8249	180	5	demographic	demographic	ADJ
consilience-8249	180	6	analysis	analysis	NOUN
consilience-8249	180	7	section	section	NOUN
consilience-8249	180	8	,	,	PUNCT
consilience-8249	180	9	household	household	NOUN
consilience-8249	180	10	income	income	NOUN
consilience-8249	180	11	,	,	PUNCT
consilience-8249	180	12	rent	rent	NOUN
consilience-8249	180	13	,	,	PUNCT
consilience-8249	180	14	and	and	CCONJ
consilience-8249	180	15	home	home	NOUN
consilience-8249	180	16	value	value	NOUN
consilience-8249	180	17	do	do	AUX
consilience-8249	180	18	not	not	PART
consilience-8249	180	19	paint	paint	VERB
consilience-8249	180	20	a	a	DET
consilience-8249	180	21	complete	complete	ADJ
consilience-8249	180	22	portrait	portrait	NOUN
consilience-8249	180	23	of	of	ADP
consilience-8249	180	24	any	any	DET
consilience-8249	180	25	community	community	NOUN
consilience-8249	180	26	.	.	PUNCT
consilience-8249	181	1	demographic	demographic	ADJ
consilience-8249	181	2	factors	factor	NOUN
consilience-8249	181	3	such	such	ADJ
consilience-8249	181	4	as	as	ADP
consilience-8249	181	5	race	race	NOUN
consilience-8249	181	6	,	,	PUNCT
consilience-8249	181	7	ethnicity	ethnicity	NOUN
consilience-8249	181	8	,	,	PUNCT
consilience-8249	181	9	land	land	NOUN
consilience-8249	181	10	value	value	NOUN
consilience-8249	181	11	,	,	PUNCT
consilience-8249	181	12	and	and	CCONJ
consilience-8249	181	13	highest	high	ADJ
consilience-8249	181	14	attained	attain	VERB
consilience-8249	181	15	level	level	NOUN
consilience-8249	181	16	of	of	ADP
consilience-8249	181	17	consilience	consilience	NOUN
consilience-8249	181	18	zhu	zhu	PROPN
consilience-8249	181	19	:	:	PUNCT
consilience-8249	181	20	using	use	VERB
consilience-8249	181	21	spatial	spatial	ADJ
consilience-8249	181	22	context	context	NOUN
consilience-8249	181	23	and	and	CCONJ
consilience-8249	181	24	demographic	demographic	ADJ
consilience-8249	181	25	analysis	analysis	NOUN
consilience-8249	181	26	education	education	NOUN
consilience-8249	181	27	might	might	AUX
consilience-8249	181	28	be	be	AUX
consilience-8249	181	29	illuminating	illuminate	VERB
consilience-8249	181	30	.	.	PUNCT
consilience-8249	182	1	additionally	additionally	ADV
consilience-8249	182	2	,	,	PUNCT
consilience-8249	182	3	non	non	ADJ
consilience-8249	182	4	-	-	ADJ
consilience-8249	182	5	demographic	demographic	ADJ
consilience-8249	182	6	variables	variable	NOUN
consilience-8249	182	7	such	such	ADJ
consilience-8249	182	8	as	as	ADP
consilience-8249	182	9	land	land	NOUN
consilience-8249	182	10	use	use	NOUN
consilience-8249	182	11	and	and	CCONJ
consilience-8249	182	12	proximity	proximity	NOUN
consilience-8249	182	13	to	to	ADP
consilience-8249	182	14	center	center	ADJ
consilience-8249	182	15	city	city	NOUN
consilience-8249	182	16	could	could	AUX
consilience-8249	182	17	show	show	VERB
consilience-8249	182	18	illuminating	illuminating	ADJ
consilience-8249	182	19	correlations	correlation	NOUN
consilience-8249	182	20	with	with	ADP
consilience-8249	182	21	surface	surface	NOUN
consilience-8249	182	22	permeability	permeability	NOUN
consilience-8249	182	23	.	.	PUNCT
consilience-8249	183	1	in	in	ADP
consilience-8249	183	2	the	the	DET
consilience-8249	183	3	future	future	NOUN
consilience-8249	183	4	,	,	PUNCT
consilience-8249	183	5	the	the	DET
consilience-8249	183	6	methods	method	NOUN
consilience-8249	183	7	of	of	ADP
consilience-8249	183	8	this	this	DET
consilience-8249	183	9	study	study	NOUN
consilience-8249	183	10	can	can	AUX
consilience-8249	183	11	be	be	AUX
consilience-8249	183	12	used	use	VERB
consilience-8249	183	13	to	to	PART
consilience-8249	183	14	assess	assess	VERB
consilience-8249	183	15	surface	surface	NOUN
consilience-8249	183	16	permeability	permeability	NOUN
consilience-8249	183	17	in	in	ADP
consilience-8249	183	18	other	other	ADJ
consilience-8249	183	19	cities	city	NOUN
consilience-8249	183	20	besides	besides	SCONJ
consilience-8249	183	21	philadelphia	philadelphia	PROPN
consilience-8249	183	22	.	.	PUNCT
consilience-8249	184	1	for	for	ADP
consilience-8249	184	2	example	example	NOUN
consilience-8249	184	3	,	,	PUNCT
consilience-8249	184	4	as	as	SCONJ
consilience-8249	184	5	mentioned	mention	VERB
consilience-8249	184	6	in	in	ADP
consilience-8249	184	7	the	the	DET
consilience-8249	184	8	literature	literature	PROPN
consilience-8249	184	9	review	review	PROPN
consilience-8249	184	10	,	,	PUNCT
consilience-8249	184	11	new	new	PROPN
consilience-8249	184	12	york	york	PROPN
consilience-8249	184	13	city	city	PROPN
consilience-8249	184	14	and	and	CCONJ
consilience-8249	184	15	washington	washington	PROPN
consilience-8249	184	16	d.c	d.c	PROPN
consilience-8249	184	17	.	.	PROPN
consilience-8249	184	18	have	have	VERB
consilience-8249	184	19	concerns	concern	NOUN
consilience-8249	184	20	regarding	regard	VERB
consilience-8249	184	21	surface	surface	NOUN
consilience-8249	184	22	permeability	permeability	NOUN
consilience-8249	184	23	,	,	PUNCT
consilience-8249	184	24	runoff	runoff	NOUN
consilience-8249	184	25	,	,	PUNCT
consilience-8249	184	26	and	and	CCONJ
consilience-8249	184	27	combined	combined	ADJ
consilience-8249	184	28	sewer	sewer	NOUN
consilience-8249	184	29	systems	system	NOUN
consilience-8249	184	30	.	.	PUNCT
consilience-8249	185	1	at	at	ADP
consilience-8249	185	2	present	present	ADJ
consilience-8249	185	3	,	,	PUNCT
consilience-8249	185	4	this	this	DET
consilience-8249	185	5	study	study	NOUN
consilience-8249	185	6	can	can	AUX
consilience-8249	185	7	help	help	VERB
consilience-8249	185	8	planners	planner	NOUN
consilience-8249	185	9	and	and	CCONJ
consilience-8249	185	10	government	government	NOUN
consilience-8249	185	11	officials	official	NOUN
consilience-8249	185	12	in	in	ADP
consilience-8249	185	13	philadelphia	philadelphia	PROPN
consilience-8249	185	14	to	to	PART
consilience-8249	185	15	assess	assess	VERB
consilience-8249	185	16	permeability	permeability	NOUN
consilience-8249	185	17	with	with	ADP
consilience-8249	185	18	high	high	ADJ
consilience-8249	185	19	spatial	spatial	ADJ
consilience-8249	185	20	resolution	resolution	NOUN
consilience-8249	185	21	and	and	CCONJ
consilience-8249	185	22	create	create	VERB
consilience-8249	185	23	narratives	narrative	NOUN
consilience-8249	185	24	relating	relate	VERB
consilience-8249	185	25	environmental	environmental	ADJ
consilience-8249	185	26	and	and	CCONJ
consilience-8249	185	27	demographic	demographic	ADJ
consilience-8249	185	28	data	datum	NOUN
consilience-8249	185	29	.	.	PUNCT
consilience-8249	186	1	supervised	supervise	VERB
consilience-8249	186	2	learning	learning	NOUN
consilience-8249	186	3	tasks	task	NOUN
consilience-8249	186	4	and	and	CCONJ
consilience-8249	186	5	correlations	correlation	NOUN
consilience-8249	186	6	with	with	ADP
consilience-8249	186	7	demographics	demographic	NOUN
consilience-8249	186	8	can	can	AUX
consilience-8249	186	9	help	help	AUX
consilience-8249	186	10	identify	identify	VERB
consilience-8249	186	11	ideal	ideal	ADJ
consilience-8249	186	12	locations	location	NOUN
consilience-8249	186	13	for	for	ADP
consilience-8249	186	14	investments	investment	NOUN
consilience-8249	186	15	in	in	ADP
consilience-8249	186	16	gi	gi	NOUN
consilience-8249	186	17	that	that	PRON
consilience-8249	186	18	equitably	equitably	ADV
consilience-8249	186	19	benefit	benefit	VERB
consilience-8249	186	20	both	both	CCONJ
consilience-8249	186	21	affluent	affluent	ADJ
consilience-8249	186	22	and	and	CCONJ
consilience-8249	186	23	lower	low	ADJ
consilience-8249	186	24	income	income	NOUN
consilience-8249	186	25	communities	community	NOUN
consilience-8249	186	26	.	.	PUNCT
consilience-8249	187	1	peering	peer	VERB
consilience-8249	187	2	into	into	ADP
consilience-8249	187	3	the	the	DET
consilience-8249	187	4	future	future	NOUN
consilience-8249	187	5	,	,	PUNCT
consilience-8249	187	6	this	this	DET
consilience-8249	187	7	study	study	NOUN
consilience-8249	187	8	aligns	align	VERB
consilience-8249	187	9	with	with	ADP
consilience-8249	187	10	philadelphia	philadelphia	PROPN
consilience-8249	187	11	’s	’s	PART
consilience-8249	187	12	goal	goal	NOUN
consilience-8249	187	13	to	to	PART
consilience-8249	187	14	become	become	VERB
consilience-8249	187	15	a	a	DET
consilience-8249	187	16	smarter	smart	ADJ
consilience-8249	187	17	city	city	NOUN
consilience-8249	187	18	.	.	PUNCT
consilience-8249	188	1	in	in	ADP
consilience-8249	188	2	2019	2019	NUM
consilience-8249	188	3	,	,	PUNCT
consilience-8249	188	4	the	the	DET
consilience-8249	188	5	municipal	municipal	ADJ
consilience-8249	188	6	government	government	NOUN
consilience-8249	188	7	released	release	VERB
consilience-8249	188	8	a	a	DET
consilience-8249	188	9	document	document	NOUN
consilience-8249	188	10	called	call	VERB
consilience-8249	188	11	the	the	DET
consilience-8249	188	12	smartcityphl	smartcityphl	NOUN
consilience-8249	188	13	roadmap	roadmap	NOUN
consilience-8249	188	14	,	,	PUNCT
consilience-8249	188	15	which	which	PRON
consilience-8249	188	16	outlines	outline	VERB
consilience-8249	188	17	the	the	DET
consilience-8249	188	18	applications	application	NOUN
consilience-8249	188	19	,	,	PUNCT
consilience-8249	188	20	objectives	objective	NOUN
consilience-8249	188	21	,	,	PUNCT
consilience-8249	188	22	and	and	CCONJ
consilience-8249	188	23	values	value	NOUN
consilience-8249	188	24	of	of	ADP
consilience-8249	188	25	local	local	ADJ
consilience-8249	188	26	urban	urban	ADJ
consilience-8249	188	27	technology	technology	NOUN
consilience-8249	188	28	solutions	solution	NOUN
consilience-8249	188	29	.	.	PUNCT
consilience-8249	189	1	this	this	DET
consilience-8249	189	2	paper	paper	NOUN
consilience-8249	189	3	’s	’s	PART
consilience-8249	189	4	methodology	methodology	NOUN
consilience-8249	189	5	can	can	AUX
consilience-8249	189	6	be	be	AUX
consilience-8249	189	7	extended	extend	VERB
consilience-8249	189	8	to	to	PART
consilience-8249	189	9	inform	inform	VERB
consilience-8249	189	10	green	green	ADJ
consilience-8249	189	11	-	-	PUNCT
consilience-8249	189	12	tech	tech	NOUN
consilience-8249	189	13	assessments	assessment	NOUN
consilience-8249	189	14	of	of	ADP
consilience-8249	189	15	the	the	DET
consilience-8249	189	16	environmental	environmental	ADJ
consilience-8249	189	17	and	and	CCONJ
consilience-8249	189	18	health	health	NOUN
consilience-8249	189	19	concerns	concern	NOUN
consilience-8249	189	20	associated	associate	VERB
consilience-8249	189	21	with	with	ADP
consilience-8249	189	22	impermeable	impermeable	ADJ
consilience-8249	189	23	surfaces	surface	NOUN
consilience-8249	189	24	.	.	PUNCT
consilience-8249	190	1	if	if	SCONJ
consilience-8249	190	2	the	the	DET
consilience-8249	190	3	reader	reader	NOUN
consilience-8249	190	4	is	be	AUX
consilience-8249	190	5	to	to	PART
consilience-8249	190	6	come	come	VERB
consilience-8249	190	7	away	away	ADV
consilience-8249	190	8	from	from	ADP
consilience-8249	190	9	this	this	DET
consilience-8249	190	10	paper	paper	NOUN
consilience-8249	190	11	with	with	ADP
consilience-8249	190	12	one	one	NUM
consilience-8249	190	13	takeaway	takeaway	NOUN
consilience-8249	190	14	,	,	PUNCT
consilience-8249	190	15	it	it	PRON
consilience-8249	190	16	would	would	AUX
consilience-8249	190	17	be	be	AUX
consilience-8249	190	18	that	that	PRON
consilience-8249	190	19	surface	surface	NOUN
consilience-8249	190	20	permeability	permeability	NOUN
consilience-8249	190	21	in	in	ADP
consilience-8249	190	22	philadelphia	philadelphia	PROPN
consilience-8249	190	23	can	can	AUX
consilience-8249	190	24	not	not	PART
consilience-8249	190	25	be	be	AUX
consilience-8249	190	26	described	describe	VERB
consilience-8249	190	27	in	in	ADP
consilience-8249	190	28	one	one	NUM
consilience-8249	190	29	blanket	blanket	NOUN
consilience-8249	190	30	statement	statement	NOUN
consilience-8249	190	31	.	.	PUNCT
consilience-8249	191	1	as	as	SCONJ
consilience-8249	191	2	explained	explain	VERB
consilience-8249	191	3	in	in	ADP
consilience-8249	191	4	the	the	DET
consilience-8249	191	5	literature	literature	PROPN
consilience-8249	191	6	review	review	PROPN
consilience-8249	191	7	,	,	PUNCT
consilience-8249	191	8	permeable	permeable	ADJ
consilience-8249	191	9	surfaces	surface	NOUN
consilience-8249	191	10	in	in	ADP
consilience-8249	191	11	the	the	DET
consilience-8249	191	12	form	form	NOUN
consilience-8249	191	13	of	of	ADP
consilience-8249	191	14	gi	gi	PRON
consilience-8249	191	15	appear	appear	VERB
consilience-8249	191	16	in	in	ADP
consilience-8249	191	17	many	many	ADJ
consilience-8249	191	18	variations	variation	NOUN
consilience-8249	191	19	.	.	PUNCT
consilience-8249	192	1	surface	surface	NOUN
consilience-8249	192	2	permeability	permeability	NOUN
consilience-8249	192	3	has	have	VERB
consilience-8249	192	4	a	a	DET
consilience-8249	192	5	complicated	complicated	ADJ
consilience-8249	192	6	correlation	correlation	NOUN
consilience-8249	192	7	with	with	ADP
consilience-8249	192	8	household	household	NOUN
consilience-8249	192	9	income	income	NOUN
consilience-8249	192	10	,	,	PUNCT
consilience-8249	192	11	rent	rent	NOUN
consilience-8249	192	12	,	,	PUNCT
consilience-8249	192	13	and	and	CCONJ
consilience-8249	192	14	home	home	NOUN
consilience-8249	192	15	values	value	NOUN
consilience-8249	192	16	in	in	ADP
consilience-8249	192	17	philadelphia	philadelphia	PROPN
consilience-8249	192	18	.	.	PUNCT
consilience-8249	193	1	in	in	ADP
consilience-8249	193	2	broadest	broad	ADJ
consilience-8249	193	3	terms	term	NOUN
consilience-8249	193	4	,	,	PUNCT
consilience-8249	193	5	permeable	permeable	ADJ
consilience-8249	193	6	surfaces	surface	NOUN
consilience-8249	193	7	are	be	AUX
consilience-8249	193	8	not	not	PART
consilience-8249	193	9	proportionally	proportionally	ADV
consilience-8249	193	10	distributed	distribute	VERB
consilience-8249	193	11	among	among	ADP
consilience-8249	193	12	affluent	affluent	ADJ
consilience-8249	193	13	and	and	CCONJ
consilience-8249	193	14	lower	low	ADJ
consilience-8249	193	15	29	29	NUM
consilience-8249	193	16	consilience	consilience	NOUN
consilience-8249	193	17	income	income	NOUN
consilience-8249	193	18	communities	community	NOUN
consilience-8249	193	19	.	.	PUNCT
consilience-8249	194	1	despite	despite	SCONJ
consilience-8249	194	2	the	the	DET
consilience-8249	194	3	complex	complex	ADJ
consilience-8249	194	4	nature	nature	NOUN
consilience-8249	194	5	of	of	ADP
consilience-8249	194	6	these	these	DET
consilience-8249	194	7	findings	finding	NOUN
consilience-8249	194	8	,	,	PUNCT
consilience-8249	194	9	the	the	DET
consilience-8249	194	10	author	author	NOUN
consilience-8249	194	11	–	–	PUNCT
consilience-8249	194	12	and	and	CCONJ
consilience-8249	194	13	hopefully	hopefully	ADV
consilience-8249	194	14	the	the	DET
consilience-8249	194	15	reader	reader	NOUN
consilience-8249	194	16	–	–	PUNCT
consilience-8249	194	17	have	have	AUX
consilience-8249	194	18	come	come	VERB
consilience-8249	194	19	away	away	ADV
consilience-8249	194	20	from	from	ADP
consilience-8249	194	21	this	this	DET
consilience-8249	194	22	research	research	NOUN
consilience-8249	194	23	with	with	ADP
consilience-8249	194	24	a	a	DET
consilience-8249	194	25	more	more	ADV
consilience-8249	194	26	holistic	holistic	ADJ
consilience-8249	194	27	and	and	CCONJ
consilience-8249	194	28	extensive	extensive	ADJ
consilience-8249	194	29	understanding	understanding	NOUN
consilience-8249	194	30	of	of	ADP
consilience-8249	194	31	surface	surface	NOUN
consilience-8249	194	32	permeability	permeability	NOUN
consilience-8249	194	33	in	in	ADP
consilience-8249	194	34	philadelphia	philadelphia	PROPN
consilience-8249	194	35	.	.	PUNCT
consilience-8249	195	1	consilience	consilience	PROPN
consilience-8249	195	2	zhu	zhu	PROPN
consilience-8249	195	3	:	:	PUNCT
consilience-8249	195	4	using	use	VERB
consilience-8249	195	5	spatial	spatial	ADJ
consilience-8249	195	6	context	context	NOUN
consilience-8249	195	7	and	and	CCONJ
consilience-8249	195	8	demographic	demographic	ADJ
consilience-8249	195	9	analysis	analysis	NOUN
consilience-8249	195	10	bibliography	bibliography	NOUN
consilience-8249	195	11	bauers	bauer	NOUN
consilience-8249	195	12	,	,	PUNCT
consilience-8249	195	13	s.	s.	PROPN
consilience-8249	195	14	(	(	PUNCT
consilience-8249	195	15	2012	2012	NUM
consilience-8249	195	16	,	,	PUNCT
consilience-8249	195	17	april	april	PROPN
consilience-8249	195	18	11	11	NUM
consilience-8249	195	19	)	)	PUNCT
consilience-8249	195	20	.	.	PUNCT
consilience-8249	196	1	phila	phila	PROPN
consilience-8249	196	2	.	.	PUNCT
consilience-8249	197	1	embarks	embark	NOUN
consilience-8249	197	2	on	on	ADP
consilience-8249	197	3	green	green	ADJ
consilience-8249	197	4	stormwater	stormwater	NOUN
consilience-8249	197	5	management	management	NOUN
consilience-8249	197	6	.	.	PUNCT
consilience-8249	198	1	philadelphia	philadelphia	PROPN
consilience-8249	198	2	inquirer	inquirer	PROPN
consilience-8249	198	3	.	.	PUNCT
consilience-8249	199	1	burgess	burgess	PROPN
consilience-8249	199	2	,	,	PUNCT
consilience-8249	199	3	e.	e.	PROPN
consilience-8249	199	4	w.	w.	PROPN
consilience-8249	199	5	(	(	PUNCT
consilience-8249	199	6	1924	1924	NUM
consilience-8249	199	7	)	)	PUNCT
consilience-8249	199	8	.	.	PUNCT
consilience-8249	200	1	the	the	DET
consilience-8249	200	2	growth	growth	NOUN
consilience-8249	200	3	of	of	ADP
consilience-8249	200	4	the	the	DET
consilience-8249	200	5	city	city	NOUN
consilience-8249	200	6	:	:	PUNCT
consilience-8249	200	7	an	an	DET
consilience-8249	200	8	introduction	introduction	NOUN
consilience-8249	200	9	to	to	ADP
consilience-8249	200	10	a	a	DET
consilience-8249	200	11	research	research	NOUN
consilience-8249	200	12	project	project	NOUN
consilience-8249	200	13	.	.	PUNCT
consilience-8249	201	1	publications	publication	NOUN
consilience-8249	201	2	of	of	ADP
consilience-8249	201	3	the	the	DET
consilience-8249	201	4	american	american	ADJ
consilience-8249	201	5	sociological	sociological	ADJ
consilience-8249	201	6	society	society	NOUN
consilience-8249	201	7	43	43	NUM
consilience-8249	201	8	,	,	PUNCT
consilience-8249	201	9	85	85	NUM
consilience-8249	201	10	-	-	SYM
consilience-8249	201	11	97	97	NUM
consilience-8249	201	12	.	.	PUNCT
consilience-8249	202	1	dolowitz	dolowitz	PROPN
consilience-8249	202	2	,	,	PUNCT
consilience-8249	202	3	d.	d.	PROPN
consilience-8249	202	4	p.	p.	PROPN
consilience-8249	202	5	,	,	PUNCT
consilience-8249	202	6	bell	bell	PROPN
consilience-8249	202	7	,	,	PUNCT
consilience-8249	202	8	s.	s.	PROPN
consilience-8249	202	9	,	,	PUNCT
consilience-8249	202	10	&	&	CCONJ
consilience-8249	202	11	keeley	keeley	PROPN
consilience-8249	202	12	,	,	PUNCT
consilience-8249	202	13	m.	m.	NOUN
consilience-8249	202	14	(	(	PUNCT
consilience-8249	202	15	2018	2018	NUM
consilience-8249	202	16	)	)	PUNCT
consilience-8249	202	17	.	.	PUNCT
consilience-8249	203	1	retrofitting	retrofit	VERB
consilience-8249	203	2	urban	urban	ADJ
consilience-8249	203	3	drainage	drainage	NOUN
consilience-8249	203	4	infrastructure	infrastructure	NOUN
consilience-8249	203	5	:	:	PUNCT
consilience-8249	203	6	green	green	ADJ
consilience-8249	203	7	or	or	CCONJ
consilience-8249	203	8	grey	grey	ADJ
consilience-8249	203	9	?	?	PUNCT
consilience-8249	204	1	urban	urban	ADJ
consilience-8249	204	2	water	water	PROPN
consilience-8249	204	3	journal	journal	PROPN
consilience-8249	204	4	15	15	NUM
consilience-8249	204	5	,	,	PUNCT
consilience-8249	204	6	83	83	NUM
consilience-8249	204	7	-	-	SYM
consilience-8249	204	8	91	91	NUM
consilience-8249	204	9	.	.	PUNCT
consilience-8249	205	1	fitzgerald	fitzgerald	PROPN
consilience-8249	205	2	,	,	PUNCT
consilience-8249	205	3	j.	j.	PROPN
consilience-8249	205	4	,	,	PUNCT
consilience-8249	205	5	and	and	CCONJ
consilience-8249	205	6	laufer	laufer	NOUN
consilience-8249	205	7	,	,	PUNCT
consilience-8249	205	8	j.	j.	PROPN
consilience-8249	205	9	(	(	PUNCT
consilience-8249	205	10	2017	2017	NUM
consilience-8249	205	11	)	)	PUNCT
consilience-8249	205	12	.	.	PUNCT
consilience-8249	206	1	governing	govern	VERB
consilience-8249	206	2	green	green	ADJ
consilience-8249	206	3	stormwater	stormwater	NOUN
consilience-8249	206	4	infrastructure	infrastructure	NOUN
consilience-8249	206	5	:	:	PUNCT
consilience-8249	206	6	the	the	DET
consilience-8249	206	7	philadelphia	philadelphia	PROPN
consilience-8249	206	8	experience	experience	NOUN
consilience-8249	206	9	.	.	PUNCT
consilience-8249	207	1	local	local	ADJ
consilience-8249	207	2	environment	environment	NOUN
consilience-8249	207	3	22	22	NUM
consilience-8249	207	4	,	,	PUNCT
consilience-8249	207	5	256	256	NUM
consilience-8249	207	6	-	-	SYM
consilience-8249	207	7	268	268	NUM
consilience-8249	207	8	.	.	PUNCT
consilience-8249	208	1	kummer	kummer	NOUN
consilience-8249	208	2	,	,	PUNCT
consilience-8249	208	3	f.	f.	PROPN
consilience-8249	208	4	(	(	PUNCT
consilience-8249	208	5	2019	2019	NUM
consilience-8249	208	6	,	,	PUNCT
consilience-8249	208	7	september	september	PROPN
consilience-8249	208	8	13	13	NUM
consilience-8249	208	9	)	)	PUNCT
consilience-8249	208	10	.	.	PUNCT
consilience-8249	209	1	the	the	DET
consilience-8249	209	2	secret	secret	ADJ
consilience-8249	209	3	scourge	scourge	NOUN
consilience-8249	209	4	of	of	ADP
consilience-8249	209	5	climate	climate	NOUN
consilience-8249	209	6	change	change	NOUN
consilience-8249	209	7	?	?	PUNCT
consilience-8249	210	1	more	more	ADJ
consilience-8249	210	2	raw	raw	ADJ
consilience-8249	210	3	sewage	sewage	NOUN
consilience-8249	210	4	in	in	ADP
consilience-8249	210	5	philadelphia	philadelphia	PROPN
consilience-8249	210	6	's	's	PART
consilience-8249	210	7	waterways	waterway	NOUN
consilience-8249	210	8	.	.	PUNCT
consilience-8249	211	1	philadelphia	philadelphia	PROPN
consilience-8249	211	2	:	:	PUNCT
consilience-8249	211	3	philadephia	philadephia	PROPN
consilience-8249	211	4	inquirer	inquirer	PROPN
consilience-8249	211	5	.	.	PUNCT
consilience-8249	212	1	labib	labib	PROPN
consilience-8249	212	2	,	,	PUNCT
consilience-8249	212	3	s.	s.	PROPN
consilience-8249	212	4	m.	m.	PROPN
consilience-8249	212	5	,	,	PUNCT
consilience-8249	212	6	&	&	CCONJ
consilience-8249	212	7	harris	harris	PROPN
consilience-8249	212	8	,	,	PUNCT
consilience-8249	212	9	a.	a.	NOUN
consilience-8249	212	10	(	(	PUNCT
consilience-8249	212	11	2018	2018	NUM
consilience-8249	212	12	)	)	PUNCT
consilience-8249	212	13	.	.	PUNCT
consilience-8249	213	1	the	the	DET
consilience-8249	213	2	potentials	potential	NOUN
consilience-8249	213	3	of	of	ADP
consilience-8249	213	4	sentinel-2	sentinel-2	ADJ
consilience-8249	213	5	and	and	CCONJ
consilience-8249	213	6	landsat-8	landsat-8	NUM
consilience-8249	213	7	data	datum	NOUN
consilience-8249	213	8	in	in	ADP
consilience-8249	213	9	green	green	ADJ
consilience-8249	213	10	infrastructure	infrastructure	NOUN
consilience-8249	213	11	extraction	extraction	NOUN
consilience-8249	213	12	,	,	PUNCT
consilience-8249	213	13	using	use	VERB
consilience-8249	213	14	object	object	NOUN
consilience-8249	213	15	based	base	VERB
consilience-8249	213	16	image	image	NOUN
consilience-8249	213	17	analysis	analysis	NOUN
consilience-8249	213	18	(	(	PUNCT
consilience-8249	213	19	obia	obia	NOUN
consilience-8249	213	20	)	)	PUNCT
consilience-8249	213	21	method	method	NOUN
consilience-8249	213	22	.	.	PUNCT
consilience-8249	214	1	european	european	PROPN
consilience-8249	214	2	journal	journal	PROPN
consilience-8249	214	3	of	of	ADP
consilience-8249	214	4	remote	remote	ADJ
consilience-8249	214	5	sensing	sense	VERB
consilience-8249	214	6	51	51	NUM
consilience-8249	214	7	,	,	PUNCT
consilience-8249	214	8	231	231	NUM
consilience-8249	214	9	-	-	SYM
consilience-8249	214	10	240	240	NUM
consilience-8249	214	11	.	.	PUNCT
consilience-8249	214	12	montalto	montalto	PROPN
consilience-8249	214	13	,	,	PUNCT
consilience-8249	214	14	f.	f.	PROPN
consilience-8249	214	15	,	,	PUNCT
consilience-8249	214	16	behr	behr	PROPN
consilience-8249	214	17	,	,	PUNCT
consilience-8249	214	18	c.	c.	NOUN
consilience-8249	214	19	,	,	PUNCT
consilience-8249	214	20	alfredo	alfredo	NOUN
consilience-8249	214	21	,	,	PUNCT
consilience-8249	214	22	k.	k.	PROPN
consilience-8249	214	23	,	,	PUNCT
consilience-8249	214	24	wolf	wolf	PROPN
consilience-8249	214	25	,	,	PUNCT
consilience-8249	214	26	m.	m.	NOUN
consilience-8249	214	27	,	,	PUNCT
consilience-8249	214	28	arye	arye	NOUN
consilience-8249	214	29	,	,	PUNCT
consilience-8249	214	30	m.	m.	NOUN
consilience-8249	214	31	,	,	PUNCT
consilience-8249	214	32	&	&	CCONJ
consilience-8249	214	33	walsh	walsh	PROPN
consilience-8249	214	34	,	,	PUNCT
consilience-8249	214	35	m.	m.	NOUN
consilience-8249	214	36	(	(	PUNCT
consilience-8249	214	37	2007	2007	NUM
consilience-8249	214	38	)	)	PUNCT
consilience-8249	214	39	.	.	PUNCT
consilience-8249	215	1	rapid	rapid	ADJ
consilience-8249	215	2	assessment	assessment	NOUN
consilience-8249	215	3	of	of	ADP
consilience-8249	215	4	the	the	DET
consilience-8249	215	5	cost	cost	NOUN
consilience-8249	215	6	-	-	PUNCT
consilience-8249	215	7	effectiveness	effectiveness	NOUN
consilience-8249	215	8	of	of	ADP
consilience-8249	215	9	low	low	ADJ
consilience-8249	215	10	impact	impact	NOUN
consilience-8249	215	11	development	development	NOUN
consilience-8249	215	12	for	for	ADP
consilience-8249	215	13	cso	cso	PROPN
consilience-8249	215	14	control	control	PROPN
consilience-8249	215	15	.	.	PUNCT
consilience-8249	216	1	landscape	landscape	NOUN
consilience-8249	216	2	and	and	CCONJ
consilience-8249	216	3	urban	urban	ADJ
consilience-8249	216	4	planning	planning	NOUN
consilience-8249	216	5	82	82	NUM
consilience-8249	216	6	,	,	PUNCT
consilience-8249	216	7	117	117	NUM
consilience-8249	216	8	-	-	SYM
consilience-8249	216	9	131	131	NUM
consilience-8249	216	10	.	.	PUNCT
consilience-8249	217	1	okujeni	okujeni	PROPN
consilience-8249	217	2	,	,	PUNCT
consilience-8249	217	3	a.	a.	PROPN
consilience-8249	217	4	,	,	PUNCT
consilience-8249	217	5	canters	canter	NOUN
consilience-8249	217	6	,	,	PUNCT
consilience-8249	217	7	f.	f.	PROPN
consilience-8249	217	8	,	,	PUNCT
consilience-8249	217	9	cooper	cooper	PROPN
consilience-8249	217	10	,	,	PUNCT
consilience-8249	217	11	s.	s.	PROPN
consilience-8249	217	12	d.	d.	PROPN
consilience-8249	217	13	,	,	PUNCT
consilience-8249	217	14	degerickx	degerickx	PROPN
consilience-8249	217	15	,	,	PUNCT
consilience-8249	217	16	j.	j.	PROPN
consilience-8249	217	17	,	,	PUNCT
consilience-8249	217	18	heiden	heiden	PROPN
consilience-8249	217	19	,	,	PUNCT
consilience-8249	217	20	u.	u.	PROPN
consilience-8249	217	21	,	,	PUNCT
consilience-8249	217	22	hostert	hostert	NOUN
consilience-8249	217	23	,	,	PUNCT
consilience-8249	217	24	p.	p.	NOUN
consilience-8249	217	25	,	,	PUNCT
consilience-8249	217	26	priem	priem	PROPN
consilience-8249	217	27	,	,	PUNCT
consilience-8249	217	28	f.	f.	PROPN
consilience-8249	217	29	,	,	PUNCT
consilience-8249	217	30	roberts	roberts	PROPN
consilience-8249	217	31	,	,	PUNCT
consilience-8249	217	32	d.	d.	PROPN
consilience-8249	217	33	a.	a.	PROPN
consilience-8249	217	34	,	,	PUNCT
consilience-8249	217	35	somers	somers	PROPN
consilience-8249	217	36	,	,	PUNCT
consilience-8249	217	37	b.	b.	PROPN
consilience-8249	217	38	,	,	PUNCT
consilience-8249	217	39	van	van	PROPN
consilience-8249	217	40	der	der	PROPN
consilience-8249	217	41	linden	linden	PROPN
consilience-8249	217	42	,	,	PUNCT
consilience-8249	217	43	s.	s.	PROPN
consilience-8249	217	44	(	(	PUNCT
consilience-8249	217	45	2018	2018	NUM
consilience-8249	217	46	)	)	PUNCT
consilience-8249	217	47	.	.	PUNCT
consilience-8249	218	1	generalizing	generalize	VERB
consilience-8249	218	2	machine	machine	NOUN
consilience-8249	218	3	learning	learn	VERB
consilience-8249	218	4	regression	regression	NOUN
consilience-8249	218	5	models	model	NOUN
consilience-8249	218	6	using	use	VERB
consilience-8249	218	7	multi	multi	ADJ
consilience-8249	218	8	-	-	ADJ
consilience-8249	218	9	site	site	ADJ
consilience-8249	218	10	spectral	spectral	ADJ
consilience-8249	218	11	libraries	library	NOUN
consilience-8249	218	12	for	for	ADP
consilience-8249	218	13	mapping	map	VERB
consilience-8249	218	14	vegetation	vegetation	NOUN
consilience-8249	218	15	-	-	PUNCT
consilience-8249	218	16	impervious	impervious	ADJ
consilience-8249	218	17	-	-	PUNCT
consilience-8249	218	18	soil	soil	NOUN
consilience-8249	218	19	fractions	fraction	NOUN
consilience-8249	218	20	across	across	ADP
consilience-8249	218	21	multiple	multiple	ADJ
consilience-8249	218	22	cities	city	NOUN
consilience-8249	218	23	.	.	PUNCT
consilience-8249	219	1	remote	remote	ADJ
consilience-8249	219	2	sensing	sensing	NOUN
consilience-8249	219	3	of	of	ADP
consilience-8249	219	4	environment	environment	NOUN
consilience-8249	219	5	216	216	NUM
consilience-8249	219	6	,	,	PUNCT
consilience-8249	219	7	482	482	NUM
consilience-8249	219	8	-	-	SYM
consilience-8249	219	9	496	496	NUM
consilience-8249	219	10	.	.	PUNCT
consilience-8249	220	1	padmanaban	padmanaban	PROPN
consilience-8249	220	2	,	,	PUNCT
consilience-8249	220	3	r.	r.	PROPN
consilience-8249	220	4	,	,	PUNCT
consilience-8249	220	5	bhowmik	bhowmik	ADJ
consilience-8249	220	6	,	,	PUNCT
consilience-8249	220	7	a.	a.	PROPN
consilience-8249	220	8	k.	k.	PROPN
consilience-8249	220	9	,	,	PUNCT
consilience-8249	220	10	cabral	cabral	PROPN
consilience-8249	220	11	,	,	PUNCT
consilience-8249	220	12	p.	p.	NOUN
consilience-8249	220	13	(	(	PUNCT
consilience-8249	220	14	2019	2019	NUM
consilience-8249	220	15	)	)	PUNCT
consilience-8249	220	16	.	.	PUNCT
consilience-8249	221	1	satellite	satellite	NOUN
consilience-8249	221	2	image	image	NOUN
consilience-8249	221	3	fusion	fusion	NOUN
consilience-8249	221	4	to	to	PART
consilience-8249	221	5	detect	detect	VERB
consilience-8249	221	6	changing	change	VERB
consilience-8249	221	7	surface	surface	NOUN
consilience-8249	221	8	permeability	permeability	NOUN
consilience-8249	221	9	and	and	CCONJ
consilience-8249	221	10	emerging	emerge	VERB
consilience-8249	221	11	urban	urban	ADJ
consilience-8249	221	12	heat	heat	NOUN
consilience-8249	221	13	islands	island	NOUN
consilience-8249	221	14	in	in	ADP
consilience-8249	221	15	a	a	DET
consilience-8249	221	16	fastgrowing	fastgrowing	ADJ
consilience-8249	221	17	city	city	NOUN
consilience-8249	221	18	.	.	PUNCT
consilience-8249	222	1	plos	plos	PROPN
consilience-8249	222	2	one	one	NUM
consilience-8249	222	3	14	14	NUM
consilience-8249	222	4	,	,	PUNCT
consilience-8249	222	5	e0208949	e0208949	PROPN
consilience-8249	222	6	.	.	PUNCT
consilience-8249	222	7	philadelphia	philadelphia	PROPN
consilience-8249	222	8	,	,	PUNCT
consilience-8249	222	9	city	city	NOUN
consilience-8249	222	10	of	of	ADP
consilience-8249	222	11	.	.	PUNCT
consilience-8249	223	1	(	(	PUNCT
consilience-8249	223	2	2014	2014	NUM
consilience-8249	223	3	)	)	PUNCT
consilience-8249	223	4	.	.	PUNCT
consilience-8249	224	1	green	green	ADJ
consilience-8249	224	2	streets	streets	PROPN
consilience-8249	224	3	design	design	NOUN
consilience-8249	224	4	manual	manual	NOUN
consilience-8249	224	5	.	.	PUNCT
consilience-8249	225	1	http://www.mapc.org/wpcontent/uploads/2017/10/gsdm_final_20140211.pdf	http://www.mapc.org/wpcontent/uploads/2017/10/gsdm_final_20140211.pdf	PROPN
consilience-8249	225	2	philadelphia	philadelphia	PROPN
consilience-8249	225	3	,	,	PUNCT
consilience-8249	225	4	city	city	NOUN
consilience-8249	225	5	of	of	ADP
consilience-8249	225	6	.	.	PUNCT
consilience-8249	225	7	(	(	PUNCT
consilience-8249	225	8	2019	2019	NUM
consilience-8249	225	9	)	)	PUNCT
consilience-8249	225	10	.	.	PUNCT
consilience-8249	226	1	smartcityphl	smartcityphl	NOUN
consilience-8249	226	2	roadmap	roadmap	NOUN
consilience-8249	226	3	.	.	PUNCT
consilience-8249	227	1	https://www.phila.gov/media/20190204121858/smartcityphlroadmap.pdf	https://www.phila.gov/media/20190204121858/smartcityphlroadmap.pdf	PROPN
consilience-8249	227	2	31	31	NUM
consilience-8249	227	3	consilience	consilience	PROPN
consilience-8249	227	4	sansom	sansom	PROPN
consilience-8249	227	5	,	,	PUNCT
consilience-8249	227	6	g.	g.	PROPN
consilience-8249	227	7	,	,	PUNCT
consilience-8249	227	8	berke	berke	PROPN
consilience-8249	227	9	,	,	PUNCT
consilience-8249	227	10	p.	p.	NOUN
consilience-8249	227	11	,	,	PUNCT
consilience-8249	227	12	mcdonald	mcdonald	PROPN
consilience-8249	227	13	,	,	PUNCT
consilience-8249	227	14	t.	t.	PROPN
consilience-8249	227	15	,	,	PUNCT
consilience-8249	227	16	shipp	shipp	NOUN
consilience-8249	227	17	,	,	PUNCT
consilience-8249	227	18	e.	e.	PROPN
consilience-8249	227	19	,	,	PUNCT
consilience-8249	227	20	&	&	CCONJ
consilience-8249	227	21	horney	horney	NOUN
consilience-8249	227	22	,	,	PUNCT
consilience-8249	227	23	j.	j.	PROPN
consilience-8249	227	24	(	(	PUNCT
consilience-8249	227	25	2016	2016	NUM
consilience-8249	227	26	)	)	PUNCT
consilience-8249	227	27	.	.	PUNCT
consilience-8249	228	1	confirming	confirm	VERB
consilience-8249	228	2	the	the	DET
consilience-8249	228	3	environmental	environmental	ADJ
consilience-8249	228	4	concerns	concern	NOUN
consilience-8249	228	5	of	of	ADP
consilience-8249	228	6	community	community	NOUN
consilience-8249	228	7	members	member	NOUN
consilience-8249	228	8	utilizing	utilize	VERB
consilience-8249	228	9	participatorybased	participatorybase	VERB
consilience-8249	228	10	research	research	NOUN
consilience-8249	228	11	in	in	ADP
consilience-8249	228	12	the	the	DET
consilience-8249	228	13	houston	houston	PROPN
consilience-8249	228	14	neighborhood	neighborhood	NOUN
consilience-8249	228	15	of	of	ADP
consilience-8249	228	16	manchester	manchester	PROPN
consilience-8249	228	17	.	.	PUNCT
consilience-8249	229	1	international	international	PROPN
consilience-8249	229	2	journal	journal	PROPN
consilience-8249	229	3	of	of	ADP
consilience-8249	229	4	environmental	environmental	ADJ
consilience-8249	229	5	research	research	NOUN
consilience-8249	229	6	and	and	CCONJ
consilience-8249	229	7	public	public	ADJ
consilience-8249	229	8	health	health	NOUN
consilience-8249	229	9	13	13	NUM
consilience-8249	229	10	,	,	PUNCT
consilience-8249	229	11	839	839	NUM
consilience-8249	229	12	.	.	PUNCT
consilience-8249	230	1	taramelli	taramelli	PROPN
consilience-8249	230	2	,	,	PUNCT
consilience-8249	230	3	a.	a.	NOUN
consilience-8249	230	4	,	,	PUNCT
consilience-8249	230	5	lissoni	lissoni	ADJ
consilience-8249	230	6	,	,	PUNCT
consilience-8249	230	7	m.	m.	NOUN
consilience-8249	230	8	,	,	PUNCT
consilience-8249	230	9	piedelobo	piedelobo	PROPN
consilience-8249	230	10	,	,	PUNCT
consilience-8249	230	11	l.	l.	PROPN
consilience-8249	230	12	,	,	PUNCT
consilience-8249	230	13	schiavon	schiavon	PROPN
consilience-8249	230	14	,	,	PUNCT
consilience-8249	230	15	e.	e.	PROPN
consilience-8249	230	16	,	,	PUNCT
consilience-8249	230	17	valentini	valentini	PROPN
consilience-8249	230	18	,	,	PUNCT
consilience-8249	230	19	e.	e.	PROPN
consilience-8249	230	20	,	,	PUNCT
consilience-8249	230	21	nguyen	nguyen	PROPN
consilience-8249	230	22	xuan	xuan	PROPN
consilience-8249	230	23	,	,	PUNCT
consilience-8249	230	24	a.	a.	PROPN
consilience-8249	230	25	,	,	PUNCT
consilience-8249	230	26	&	&	CCONJ
consilience-8249	230	27	gonzález	gonzález	PROPN
consilience-8249	230	28	-	-	PUNCT
consilience-8249	230	29	aguilera	aguilera	PROPN
consilience-8249	230	30	,	,	PUNCT
consilience-8249	230	31	d.	d.	PROPN
consilience-8249	230	32	(	(	PUNCT
consilience-8249	230	33	2019	2019	NUM
consilience-8249	230	34	)	)	PUNCT
consilience-8249	230	35	.	.	PUNCT
consilience-8249	231	1	monitoring	monitor	VERB
consilience-8249	231	2	green	green	ADJ
consilience-8249	231	3	infrastructure	infrastructure	NOUN
consilience-8249	231	4	for	for	ADP
consilience-8249	231	5	natural	natural	ADJ
consilience-8249	231	6	water	water	NOUN
consilience-8249	231	7	retention	retention	NOUN
consilience-8249	231	8	using	use	VERB
consilience-8249	231	9	copernicus	copernicus	PROPN
consilience-8249	231	10	global	global	ADJ
consilience-8249	231	11	land	land	NOUN
consilience-8249	231	12	products	product	NOUN
consilience-8249	231	13	.	.	PUNCT
consilience-8249	232	1	remote	remote	ADJ
consilience-8249	232	2	sensing	sense	VERB
consilience-8249	232	3	11	11	NUM
consilience-8249	232	4	,	,	PUNCT
consilience-8249	232	5	1583	1583	NUM
consilience-8249	232	6	.	.	PUNCT
consilience-8249	233	1	weigand	weigand	NOUN
consilience-8249	233	2	,	,	PUNCT
consilience-8249	233	3	m.	m.	NOUN
consilience-8249	233	4	,	,	PUNCT
consilience-8249	233	5	wurm	wurm	NOUN
consilience-8249	233	6	,	,	PUNCT
consilience-8249	233	7	m.	m.	NOUN
consilience-8249	233	8	,	,	PUNCT
consilience-8249	233	9	dech	dech	NOUN
consilience-8249	233	10	,	,	PUNCT
consilience-8249	233	11	s.	s.	PROPN
consilience-8249	233	12	,	,	PUNCT
consilience-8249	233	13	&	&	CCONJ
consilience-8249	233	14	taubenböck	taubenböck	PROPN
consilience-8249	233	15	,	,	PUNCT
consilience-8249	233	16	h.	h.	PROPN
consilience-8249	233	17	(	(	PUNCT
consilience-8249	233	18	2019	2019	NUM
consilience-8249	233	19	)	)	PUNCT
consilience-8249	233	20	.	.	PUNCT
consilience-8249	234	1	remote	remote	ADJ
consilience-8249	234	2	sensing	sensing	NOUN
consilience-8249	234	3	in	in	ADP
consilience-8249	234	4	environmental	environmental	ADJ
consilience-8249	234	5	justice	justice	NOUN
consilience-8249	234	6	research	research	NOUN
consilience-8249	234	7	–	–	PUNCT
consilience-8249	234	8	a	a	DET
consilience-8249	234	9	review	review	NOUN
consilience-8249	234	10	.	.	PUNCT
consilience-8249	235	1	geo	geo	PROPN
consilience-8249	235	2	-	-	PUNCT
consilience-8249	235	3	information	information	NOUN
consilience-8249	235	4	8	8	NUM
consilience-8249	235	5	,	,	PUNCT
consilience-8249	235	6	20	20	NUM
consilience-8249	235	7	.	.	PUNCT
consilience-8249	236	1	xu	xu	PROPN
consilience-8249	236	2	,	,	PUNCT
consilience-8249	236	3	x.	x.	PROPN
consilience-8249	236	4	,	,	PUNCT
consilience-8249	236	5	schreiber	schreiber	PROPN
consilience-8249	236	6	,	,	PUNCT
consilience-8249	236	7	d.	d.	PROPN
consilience-8249	236	8	s.	s.	PROPN
consilience-8249	236	9	p.	p.	PROPN
consilience-8249	236	10	,	,	PUNCT
consilience-8249	236	11	lu	lu	PROPN
consilience-8249	236	12	,	,	PUNCT
consilience-8249	236	13	q.	q.	PROPN
consilience-8249	236	14	,	,	PUNCT
consilience-8249	236	15	&	&	CCONJ
consilience-8249	236	16	zhang	zhang	PROPN
consilience-8249	236	17	,	,	PUNCT
consilience-8249	236	18	q.	q.	PROPN
consilience-8249	236	19	(	(	PUNCT
consilience-8249	236	20	2018	2018	NUM
consilience-8249	236	21	)	)	PUNCT
consilience-8249	236	22	.	.	PUNCT
consilience-8249	237	1	a	a	DET
consilience-8249	237	2	gis	gis	NOUN
consilience-8249	237	3	-	-	PUNCT
consilience-8249	237	4	based	base	VERB
consilience-8249	237	5	framework	framework	NOUN
consilience-8249	237	6	creating	create	VERB
consilience-8249	237	7	green	green	ADJ
consilience-8249	237	8	stormwater	stormwater	NOUN
consilience-8249	237	9	infrastructure	infrastructure	NOUN
consilience-8249	237	10	inventory	inventory	NOUN
consilience-8249	237	11	relevant	relevant	ADJ
consilience-8249	237	12	to	to	PART
consilience-8249	237	13	surface	surface	VERB
consilience-8249	237	14	transportation	transportation	NOUN
consilience-8249	237	15	planning	planning	NOUN
consilience-8249	237	16	.	.	PUNCT
consilience-8249	238	1	sustainability	sustainability	NOUN
consilience-8249	238	2	10	10	NUM
consilience-8249	238	3	,	,	PUNCT
consilience-8249	238	4	4710	4710	NUM
consilience-8249	238	5	.	.	PUNCT
consilience-8249	239	1	consilience	consilience	PROPN
consilience-8249	239	2	zhu	zhu	PROPN
consilience-8249	239	3	:	:	PUNCT
consilience-8249	239	4	using	use	VERB
consilience-8249	239	5	spatial	spatial	ADJ
consilience-8249	239	6	context	context	NOUN
consilience-8249	239	7	and	and	CCONJ
consilience-8249	239	8	demographic	demographic	ADJ
consilience-8249	239	9	analysis	analysis	NOUN
consilience-8249	239	10	appendix	appendix	NOUN
consilience-8249	239	11	script	script	NOUN
consilience-8249	239	12	for	for	ADP
consilience-8249	239	13	supervised	supervised	ADJ
consilience-8249	239	14	classification	classification	NOUN
consilience-8249	239	15	of	of	ADP
consilience-8249	239	16	surface	surface	NOUN
consilience-8249	239	17	permeability	permeability	NOUN
consilience-8249	239	18	programming	programming	NOUN
consilience-8249	239	19	language	language	NOUN
consilience-8249	239	20	:	:	PUNCT
consilience-8249	239	21	r	r	NOUN
consilience-8249	239	22	integrated	integrate	VERB
consilience-8249	239	23	development	development	NOUN
consilience-8249	239	24	environment	environment	NOUN
consilience-8249	239	25	:	:	PUNCT
consilience-8249	239	26	rstudio	rstudio	NOUN
consilience-8249	239	27	_	_	PUNCT
consilience-8249	239	28	_	_	PUNCT
consilience-8249	240	1	_	_	PUNCT
consilience-8249	241	1	_	_	PUNCT
consilience-8249	242	1	_	_	PUNCT
consilience-8249	243	1	_	_	PUNCT
consilience-8249	244	1	_	_	PUNCT
consilience-8249	245	1	_	_	PUNCT
consilience-8249	246	1	_	_	PUNCT
consilience-8249	247	1	_	_	PUNCT
consilience-8249	248	1	_	_	PUNCT
consilience-8249	249	1	_	_	PUNCT
consilience-8249	250	1	_	_	PUNCT
consilience-8249	251	1	_	_	PUNCT
consilience-8249	252	1	_	_	PUNCT
consilience-8249	253	1	_	_	PUNCT
consilience-8249	254	1	_	_	PUNCT
consilience-8249	255	1	_	_	PUNCT
consilience-8249	256	1	_	_	PUNCT
consilience-8249	257	1	_	_	PUNCT
consilience-8249	258	1	_	_	PUNCT
consilience-8249	259	1	_	_	PUNCT
consilience-8249	260	1	_	_	PUNCT
consilience-8249	261	1	_	_	PUNCT
consilience-8249	262	1	_	_	PUNCT
consilience-8249	263	1	_	_	PUNCT
consilience-8249	264	1	_	_	PUNCT
consilience-8249	265	1	_	_	PUNCT
consilience-8249	266	1	_	_	PUNCT
consilience-8249	267	1	_	_	PUNCT
consilience-8249	268	1	_	_	PUNCT
consilience-8249	269	1	_	_	PUNCT
consilience-8249	270	1	_	_	PUNCT
consilience-8249	271	1	_	_	PUNCT
consilience-8249	272	1	_	_	PUNCT
consilience-8249	273	1	_	_	PUNCT
consilience-8249	274	1	_	_	PUNCT
consilience-8249	275	1	_	_	PUNCT
consilience-8249	276	1	_	_	PUNCT
consilience-8249	277	1	_	_	PUNCT
consilience-8249	278	1	_	_	PUNCT
consilience-8249	279	1	_	_	PUNCT
consilience-8249	280	1	_	_	PUNCT
consilience-8249	281	1	_	_	PUNCT
consilience-8249	282	1	_	_	PUNCT
consilience-8249	283	1	_	_	PUNCT
consilience-8249	284	1	_	_	PUNCT
consilience-8249	285	1	_	_	PUNCT
consilience-8249	286	1	_	_	PUNCT
consilience-8249	287	1	_	_	PUNCT
consilience-8249	288	1	_	_	PUNCT
consilience-8249	289	1	_	_	PUNCT
consilience-8249	290	1	_	_	PUNCT
consilience-8249	291	1	_	_	PUNCT
consilience-8249	292	1	_	_	PUNCT
consilience-8249	293	1	_	_	PUNCT
consilience-8249	294	1	_	_	PUNCT
consilience-8249	295	1	_	_	PUNCT
consilience-8249	296	1	_	_	PUNCT
consilience-8249	297	1	_	_	PUNCT
consilience-8249	298	1	_	_	PUNCT
consilience-8249	299	1	_	_	PUNCT
consilience-8249	300	1	_	_	PUNCT
consilience-8249	301	1	_	_	PUNCT
consilience-8249	302	1	_	_	PUNCT
consilience-8249	303	1	_	_	PUNCT
consilience-8249	304	1	_	_	PUNCT
consilience-8249	305	1	_	_	PUNCT
consilience-8249	306	1	_	_	PUNCT
consilience-8249	307	1	_	_	PUNCT
consilience-8249	308	1	_	_	PUNCT
consilience-8249	309	1	_	_	PUNCT
consilience-8249	310	1	_	_	PUNCT
consilience-8249	311	1	_	_	PUNCT
consilience-8249	312	1	_	_	PUNCT
consilience-8249	313	1	_	_	PUNCT
consilience-8249	314	1	_	_	PUNCT
consilience-8249	315	1	_	_	PUNCT
consilience-8249	316	1	#	#	NOUN
consilience-8249	316	2	clear	clear	VERB
consilience-8249	316	3	the	the	DET
consilience-8249	316	4	global	global	ADJ
consilience-8249	316	5	environment	environment	NOUN
consilience-8249	316	6	rm(list	rm(list	NOUN
consilience-8249	316	7	=	=	SYM
consilience-8249	316	8	ls	ls	X
consilience-8249	316	9	(	(	PUNCT
consilience-8249	316	10	)	)	PUNCT
consilience-8249	316	11	)	)	PUNCT
consilience-8249	316	12	#	#	NOUN
consilience-8249	316	13	set	set	VERB
consilience-8249	316	14	the	the	DET
consilience-8249	316	15	working	work	VERB
consilience-8249	316	16	directory	directory	NOUN
consilience-8249	316	17	setwd("c:/users	setwd("c:/user	NOUN
consilience-8249	316	18	/	/	SYM
consilience-8249	316	19	classification	classification	NOUN
consilience-8249	316	20	"	"	PUNCT
consilience-8249	316	21	)	)	PUNCT
consilience-8249	316	22	#	#	SYM
consilience-8249	316	23	#	#	SYM
consilience-8249	316	24	#	#	SYM
consilience-8249	316	25	#	#	SYM
consilience-8249	316	26	#	#	NOUN
consilience-8249	316	27	#	#	NOUN
consilience-8249	316	28	load	load	NOUN
consilience-8249	316	29	libraries	library	NOUN
consilience-8249	316	30	library(raster	library(raster	PROPN
consilience-8249	316	31	)	)	PUNCT
consilience-8249	316	32	library(tidyverse	library(tidyverse	PROPN
consilience-8249	316	33	)	)	PUNCT
consilience-8249	316	34	library(sf	library(sf	NOUN
consilience-8249	316	35	)	)	PUNCT
consilience-8249	316	36	library(rpart	library(rpart	PROPN
consilience-8249	316	37	)	)	PUNCT
consilience-8249	316	38	library(caret	library(caret	PROPN
consilience-8249	316	39	)	)	PUNCT
consilience-8249	316	40	library(forcats	library(forcats	PROPN
consilience-8249	316	41	)	)	PUNCT
consilience-8249	316	42	library(rpart.plot	library(rpart.plot	NOUN
consilience-8249	316	43	)	)	PUNCT
consilience-8249	316	44	library(rastervis	library(rastervis	PROPN
consilience-8249	316	45	)	)	PUNCT
consilience-8249	316	46	library(mapedit	library(mapedit	PROPN
consilience-8249	316	47	)	)	PUNCT
consilience-8249	316	48	library(mapview	library(mapview	PROPN
consilience-8249	316	49	)	)	PUNCT
consilience-8249	316	50	library(magrittr	library(magrittr	PROPN
consilience-8249	316	51	)	)	PUNCT
consilience-8249	316	52	library(ggplot2	library(ggplot2	PROPN
consilience-8249	316	53	)	)	PUNCT
consilience-8249	316	54	#	#	SYM
consilience-8249	316	55	#	#	SYM
consilience-8249	316	56	#	#	SYM
consilience-8249	316	57	#	#	SYM
consilience-8249	316	58	#	#	NOUN
consilience-8249	316	59	#	#	NOUN
consilience-8249	316	60	2020	2020	NUM
consilience-8249	316	61	imagery	imagery	NOUN
consilience-8249	316	62	preparation	preparation	NOUN
consilience-8249	316	63	and	and	CCONJ
consilience-8249	316	64	processing	processing	NOUN
consilience-8249	316	65	#	#	NOUN
consilience-8249	316	66	bring	bring	NOUN
consilience-8249	316	67	in	in	ADP
consilience-8249	316	68	2020	2020	NUM
consilience-8249	316	69	satellite	satellite	NOUN
consilience-8249	316	70	imagery	imagery	NOUN
consilience-8249	316	71	as	as	ADP
consilience-8249	316	72	individual	individual	ADJ
consilience-8249	316	73	bands	band	NOUN
consilience-8249	316	74	band1	band1	PROPN
consilience-8249	316	75	<	<	X
consilience-8249	316	76	raster("2020_data	raster("2020_data	X
consilience-8249	316	77	/	/	SYM
consilience-8249	316	78	band1.tif	band1.tif	NOUN
consilience-8249	316	79	"	"	PUNCT
consilience-8249	316	80	)	)	PUNCT
consilience-8249	317	1	band2	band2	PROPN
consilience-8249	318	1	<	<	AUX
consilience-8249	318	2	raster("2020_data	raster("2020_data	X
consilience-8249	318	3	/	/	SYM
consilience-8249	318	4	band2.tif	band2.tif	NOUN
consilience-8249	318	5	"	"	PUNCT
consilience-8249	318	6	)	)	PUNCT
consilience-8249	318	7	band3	band3	PROPN
consilience-8249	318	8	<	<	X
consilience-8249	318	9	raster("2020_data	raster("2020_data	X
consilience-8249	318	10	/	/	SYM
consilience-8249	318	11	band3.tif	band3.tif	NOUN
consilience-8249	318	12	"	"	PUNCT
consilience-8249	318	13	)	)	PUNCT
consilience-8249	318	14	band4	band4	PROPN
consilience-8249	319	1	<	<	X
consilience-8249	319	2	raster("2020_data	raster("2020_data	PROPN
consilience-8249	319	3	/	/	SYM
consilience-8249	319	4	band4.tif	band4.tif	NOUN
consilience-8249	319	5	"	"	PUNCT
consilience-8249	319	6	)	)	PUNCT
consilience-8249	319	7	band5	band5	PROPN
consilience-8249	320	1	<	<	X
consilience-8249	320	2	raster("2020_data	raster("2020_data	PROPN
consilience-8249	320	3	/	/	SYM
consilience-8249	320	4	band5.tif	band5.tif	PROPN
consilience-8249	320	5	"	"	PUNCT
consilience-8249	320	6	)	)	PUNCT
consilience-8249	320	7	band6	band6	NOUN
consilience-8249	320	8	<	<	X
consilience-8249	320	9	raster("2020_data	raster("2020_data	PROPN
consilience-8249	320	10	/	/	SYM
consilience-8249	320	11	band6.tif	band6.tif	PROPN
consilience-8249	320	12	"	"	PUNCT
consilience-8249	320	13	)	)	PUNCT
consilience-8249	320	14	band7	band7	VERB
consilience-8249	321	1	<	<	X
consilience-8249	321	2	raster("2020_data	raster("2020_data	X
consilience-8249	321	3	/	/	SYM
consilience-8249	321	4	band7.tif	band7.tif	NOUN
consilience-8249	321	5	"	"	PUNCT
consilience-8249	321	6	)	)	PUNCT
consilience-8249	321	7	#	#	NOUN
consilience-8249	321	8	band8	band8	NOUN
consilience-8249	321	9	<	<	X
consilience-8249	321	10	raster("2020_data	raster("2020_data	X
consilience-8249	321	11	/	/	SYM
consilience-8249	321	12	band8.tif	band8.tif	NOUN
consilience-8249	321	13	"	"	PUNCT
consilience-8249	321	14	)	)	PUNCT
consilience-8249	321	15	#	#	NOUN
consilience-8249	321	16	band	band	NOUN
consilience-8249	321	17	8	8	NUM
consilience-8249	321	18	omitted	omit	VERB
consilience-8249	321	19	because	because	SCONJ
consilience-8249	321	20	of	of	ADP
consilience-8249	321	21	an	an	DET
consilience-8249	321	22	incompatible	incompatible	ADJ
consilience-8249	321	23	extent	extent	NOUN
consilience-8249	321	24	band9	band9	NOUN
consilience-8249	321	25	<	<	X
consilience-8249	321	26	raster("2020_data	raster("2020_data	X
consilience-8249	321	27	/	/	SYM
consilience-8249	321	28	band9.tif	band9.tif	PROPN
consilience-8249	321	29	"	"	PUNCT
consilience-8249	321	30	)	)	PUNCT
consilience-8249	321	31	band10	band10	PROPN
consilience-8249	321	32	<	<	X
consilience-8249	321	33	raster("2020_data	raster("2020_data	PROPN
consilience-8249	321	34	/	/	SYM
consilience-8249	321	35	band10.tif	band10.tif	PROPN
consilience-8249	321	36	"	"	PUNCT
consilience-8249	321	37	)	)	PUNCT
consilience-8249	321	38	band11	band11	NOUN
consilience-8249	321	39	<	<	X
consilience-8249	321	40	raster("2020_data	raster("2020_data	NOUN
consilience-8249	321	41	/	/	SYM
consilience-8249	321	42	band11.tif	band11.tif	NOUN
consilience-8249	321	43	"	"	PUNCT
consilience-8249	321	44	)	)	PUNCT
consilience-8249	321	45	#	#	NOUN
consilience-8249	321	46	stack	stack	VERB
consilience-8249	321	47	the	the	DET
consilience-8249	321	48	bands	band	NOUN
consilience-8249	321	49	into	into	ADP
consilience-8249	321	50	a	a	DET
consilience-8249	321	51	multi	multi	ADJ
consilience-8249	321	52	-	-	ADJ
consilience-8249	321	53	band	band	ADJ
consilience-8249	321	54	raster	raster	NOUN
consilience-8249	321	55	image	image	NOUN
consilience-8249	321	56	<	<	X
consilience-8249	321	57	stack(band1	stack(band1	NOUN
consilience-8249	321	58	,	,	PUNCT
consilience-8249	321	59	band2	band2	PROPN
consilience-8249	321	60	,	,	PUNCT
consilience-8249	321	61	band3	band3	PROPN
consilience-8249	321	62	,	,	PUNCT
consilience-8249	321	63	band4	band4	PROPN
consilience-8249	321	64	,	,	PUNCT
consilience-8249	321	65	band5	band5	PROPN
consilience-8249	321	66	,	,	PUNCT
consilience-8249	321	67	band6	band6	PROPN
consilience-8249	321	68	,	,	PUNCT
consilience-8249	321	69	band7	band7	NOUN
consilience-8249	321	70	,	,	PUNCT
consilience-8249	321	71	#	#	NOUN
consilience-8249	321	72	band8,band9	band8,band9	NOUN
consilience-8249	321	73	,	,	PUNCT
consilience-8249	321	74	band10	band10	PROPN
consilience-8249	321	75	,	,	PUNCT
consilience-8249	321	76	band11	band11	NOUN
consilience-8249	321	77	)	)	PUNCT
consilience-8249	321	78	#	#	NOUN
consilience-8249	321	79	print	print	NOUN
consilience-8249	321	80	image	image	NOUN
consilience-8249	321	81	properties	property	NOUN
consilience-8249	321	82	nlayers(image	nlayers(image	NOUN
consilience-8249	321	83	)	)	PUNCT
consilience-8249	321	84	crs(image	crs(image	NOUN
consilience-8249	321	85	)	)	PUNCT
consilience-8249	321	86	res(image	res(image	NOUN
consilience-8249	321	87	)	)	PUNCT
consilience-8249	321	88	#	#	SYM
consilience-8249	321	89	#	#	SYM
consilience-8249	321	90	#	#	SYM
consilience-8249	321	91	#	#	SYM
consilience-8249	321	92	#	#	NOUN
consilience-8249	321	93	33	33	NUM
consilience-8249	321	94	consilience	consilience	NOUN
consilience-8249	321	95	#	#	NOUN
consilience-8249	321	96	create	create	VERB
consilience-8249	321	97	initial	initial	ADJ
consilience-8249	321	98	plots	plot	NOUN
consilience-8249	321	99	of	of	ADP
consilience-8249	321	100	2020	2020	NUM
consilience-8249	321	101	imagery	imagery	NOUN
consilience-8249	321	102	#	#	NOUN
consilience-8249	321	103	plot	plot	NOUN
consilience-8249	321	104	the	the	DET
consilience-8249	321	105	true	true	ADJ
consilience-8249	321	106	color	color	NOUN
consilience-8249	321	107	composite	composite	ADJ
consilience-8249	321	108	par(col.axis="white",col.lab="white",tck=0	par(col.axis="white",col.lab="white",tck=0	NOUN
consilience-8249	321	109	)	)	PUNCT
consilience-8249	321	110	plotrgb(image	plotrgb(image	NOUN
consilience-8249	321	111	,	,	PUNCT
consilience-8249	321	112	r	r	NOUN
consilience-8249	321	113	=	=	SYM
consilience-8249	321	114	4	4	NUM
consilience-8249	321	115	,	,	PUNCT
consilience-8249	321	116	g	g	NOUN
consilience-8249	321	117	=	=	SYM
consilience-8249	321	118	3	3	NUM
consilience-8249	321	119	,	,	PUNCT
consilience-8249	321	120	b	b	NOUN
consilience-8249	321	121	=	=	SYM
consilience-8249	321	122	2	2	NUM
consilience-8249	321	123	,	,	PUNCT
consilience-8249	321	124	stretch	stretch	NOUN
consilience-8249	321	125	=	=	PUNCT
consilience-8249	321	126	"	"	PUNCT
consilience-8249	321	127	lin	lin	PROPN
consilience-8249	321	128	"	"	PUNCT
consilience-8249	321	129	,	,	PUNCT
consilience-8249	321	130	main	main	ADJ
consilience-8249	321	131	=	=	SYM
consilience-8249	321	132	"	"	PUNCT
consilience-8249	321	133	2020	2020	NUM
consilience-8249	321	134	true	true	ADJ
consilience-8249	321	135	color	color	NOUN
consilience-8249	321	136	composite	composite	NOUN
consilience-8249	321	137	"	"	PUNCT
consilience-8249	321	138	)	)	PUNCT
consilience-8249	321	139	#	#	NOUN
consilience-8249	321	140	export	export	NOUN
consilience-8249	321	141	the	the	DET
consilience-8249	321	142	true	true	ADJ
consilience-8249	321	143	color	color	NOUN
consilience-8249	321	144	composite	composite	NOUN
consilience-8249	321	145	to	to	ADP
consilience-8249	321	146	the	the	DET
consilience-8249	321	147	working	work	VERB
consilience-8249	321	148	directory	directory	NOUN
consilience-8249	321	149	truecolor	truecolor	NOUN
consilience-8249	321	150	<	<	X
consilience-8249	321	151	stack(band2	stack(band2	PROPN
consilience-8249	321	152	,	,	PUNCT
consilience-8249	321	153	band3	band3	PROPN
consilience-8249	321	154	,	,	PUNCT
consilience-8249	321	155	band4	band4	ADJ
consilience-8249	321	156	)	)	PUNCT
consilience-8249	321	157	path	path	NOUN
consilience-8249	321	158	<	<	X
consilience-8249	321	159	"	"	PUNCT
consilience-8249	321	160	2020_truecolorcomposite.tif	2020_truecolorcomposite.tif	NUM
consilience-8249	321	161	"	"	PUNCT
consilience-8249	321	162	writeraster(truecolor	writeraster(truecolor	PROPN
consilience-8249	321	163	,	,	PUNCT
consilience-8249	321	164	filename	filename	NOUN
consilience-8249	321	165	=	=	SYM
consilience-8249	321	166	path	path	NOUN
consilience-8249	321	167	)	)	PUNCT
consilience-8249	321	168	#	#	NOUN
consilience-8249	321	169	plot	plot	NOUN
consilience-8249	321	170	the	the	DET
consilience-8249	321	171	false	false	ADJ
consilience-8249	321	172	color	color	NOUN
consilience-8249	321	173	composite	composite	ADJ
consilience-8249	321	174	par(col.axis="white",col.lab="white",tck=0	par(col.axis="white",col.lab="white",tck=0	NOUN
consilience-8249	321	175	)	)	PUNCT
consilience-8249	321	176	plotrgb(image	plotrgb(image	NOUN
consilience-8249	321	177	,	,	PUNCT
consilience-8249	321	178	r	r	NOUN
consilience-8249	321	179	=	=	SYM
consilience-8249	321	180	5	5	NUM
consilience-8249	321	181	,	,	PUNCT
consilience-8249	321	182	g	g	NOUN
consilience-8249	321	183	=	=	SYM
consilience-8249	321	184	4	4	NUM
consilience-8249	321	185	,	,	PUNCT
consilience-8249	321	186	b	b	NOUN
consilience-8249	321	187	=	=	SYM
consilience-8249	321	188	3	3	NUM
consilience-8249	321	189	,	,	PUNCT
consilience-8249	321	190	stretch	stretch	NOUN
consilience-8249	321	191	=	=	PUNCT
consilience-8249	321	192	"	"	PUNCT
consilience-8249	321	193	lin	lin	PROPN
consilience-8249	321	194	"	"	PUNCT
consilience-8249	321	195	,	,	PUNCT
consilience-8249	321	196	main	main	ADJ
consilience-8249	321	197	=	=	SYM
consilience-8249	321	198	"	"	PUNCT
consilience-8249	321	199	2020	2020	NUM
consilience-8249	321	200	false	false	ADJ
consilience-8249	321	201	color	color	NOUN
consilience-8249	321	202	composite	composite	NOUN
consilience-8249	321	203	"	"	PUNCT
consilience-8249	321	204	)	)	PUNCT
consilience-8249	321	205	#	#	SYM
consilience-8249	321	206	#	#	SYM
consilience-8249	321	207	#	#	SYM
consilience-8249	321	208	#	#	SYM
consilience-8249	321	209	#	#	NOUN
consilience-8249	321	210	#	#	NOUN
consilience-8249	321	211	preparation	preparation	NOUN
consilience-8249	321	212	for	for	ADP
consilience-8249	321	213	predictive	predictive	ADJ
consilience-8249	321	214	modeling	modeling	NOUN
consilience-8249	321	215	#	#	NOUN
consilience-8249	321	216	read	read	NOUN
consilience-8249	321	217	-	-	PUNCT
consilience-8249	321	218	in	in	ADP
consilience-8249	321	219	training	training	NOUN
consilience-8249	321	220	data	datum	NOUN
consilience-8249	321	221	training_points	training_point	NOUN
consilience-8249	321	222	<	<	X
consilience-8249	321	223	st_read("2020_data	st_read("2020_data	PROPN
consilience-8249	321	224	/	/	SYM
consilience-8249	321	225	training_points.shp	training_points.shp	NOUN
consilience-8249	321	226	"	"	PUNCT
consilience-8249	321	227	)	)	PUNCT
consilience-8249	321	228	#	#	NOUN
consilience-8249	321	229	extract	extract	VERB
consilience-8249	321	230	the	the	DET
consilience-8249	321	231	spectral	spectral	ADJ
consilience-8249	321	232	values	value	NOUN
consilience-8249	321	233	for	for	ADP
consilience-8249	321	234	each	each	DET
consilience-8249	321	235	training	training	NOUN
consilience-8249	321	236	point	point	NOUN
consilience-8249	321	237	training_points	training_point	NOUN
consilience-8249	321	238	<	<	X
consilience-8249	321	239	as(training_points	as(training_point	NOUN
consilience-8249	321	240	,	,	PUNCT
consilience-8249	321	241	'	'	PUNCT
consilience-8249	321	242	spatial	spatial	ADJ
consilience-8249	321	243	'	'	PUNCT
consilience-8249	321	244	)	)	PUNCT
consilience-8249	321	245	df	df	PROPN
consilience-8249	321	246	<	<	X
consilience-8249	321	247	raster::extract(image	raster::extract(image	NOUN
consilience-8249	321	248	,	,	PUNCT
consilience-8249	321	249	training_points	training_point	NOUN
consilience-8249	321	250	)	)	PUNCT
consilience-8249	322	1	%	%	NOUN
consilience-8249	322	2	>	>	PUNCT
consilience-8249	322	3	%	%	NOUN
consilience-8249	322	4	round	round	NOUN
consilience-8249	322	5	(	(	PUNCT
consilience-8249	322	6	)	)	PUNCT
consilience-8249	322	7	#	#	NOUN
consilience-8249	322	8	create	create	VERB
consilience-8249	322	9	spectral	spectral	ADJ
consilience-8249	322	10	profiles	profile	NOUN
consilience-8249	322	11	of	of	ADP
consilience-8249	322	12	each	each	DET
consilience-8249	322	13	classification	classification	NOUN
consilience-8249	322	14	category	category	NOUN
consilience-8249	322	15	(	(	PUNCT
consilience-8249	322	16	permeable	permeable	ADJ
consilience-8249	322	17	,	,	PUNCT
consilience-8249	322	18	etc	etc	X
consilience-8249	322	19	.	.	X
consilience-8249	322	20	)	)	PUNCT
consilience-8249	323	1	profiles	profile	NOUN
consilience-8249	323	2	<	<	X
consilience-8249	323	3	df	df	X
consilience-8249	323	4	%	%	INTJ
consilience-8249	323	5	>	>	X
consilience-8249	323	6	%	%	NOUN
consilience-8249	323	7	as.data.frame	as.data.frame	PROPN
consilience-8249	323	8	(	(	PUNCT
consilience-8249	323	9	)	)	PUNCT
consilience-8249	323	10	%	%	INTJ
consilience-8249	323	11	>	>	PUNCT
consilience-8249	323	12	%	%	NOUN
consilience-8249	323	13	cbind	cbind	NOUN
consilience-8249	323	14	(	(	PUNCT
consilience-8249	323	15	.	.	NUM
consilience-8249	323	16	,	,	PUNCT
consilience-8249	323	17	training_points$id	training_points$id	NOUN
consilience-8249	323	18	)	)	PUNCT
consilience-8249	324	1	%	%	INTJ
consilience-8249	324	2	>	>	PUNCT
consilience-8249	324	3	%	%	NOUN
consilience-8249	324	4	rename(id	rename(id	NOUN
consilience-8249	324	5	=	=	SYM
consilience-8249	324	6	"	"	PUNCT
consilience-8249	324	7	training_points$id	training_points$id	NOUN
consilience-8249	324	8	"	"	PUNCT
consilience-8249	324	9	)	)	PUNCT
consilience-8249	324	10	%	%	INTJ
consilience-8249	324	11	>	>	PUNCT
consilience-8249	324	12	%	%	NOUN
consilience-8249	324	13	na.omit	na.omit	NOUN
consilience-8249	324	14	(	(	PUNCT
consilience-8249	324	15	)	)	PUNCT
consilience-8249	324	16	%	%	INTJ
consilience-8249	324	17	>	>	PUNCT
consilience-8249	324	18	%	%	NOUN
consilience-8249	324	19	group_by(id	group_by(id	NOUN
consilience-8249	324	20	)	)	PUNCT
consilience-8249	324	21	%	%	NOUN
consilience-8249	324	22	>	>	PUNCT
consilience-8249	324	23	%	%	NOUN
consilience-8249	324	24	summarise(band1	summarise(band1	NOUN
consilience-8249	324	25	=	=	NOUN
consilience-8249	324	26	mean(band1	mean(band1	NOUN
consilience-8249	324	27	)	)	PUNCT
consilience-8249	324	28	,	,	PUNCT
consilience-8249	324	29	band2	band2	PROPN
consilience-8249	325	1	=	=	SYM
consilience-8249	325	2	mean(band2	mean(band2	PROPN
consilience-8249	325	3	)	)	PUNCT
consilience-8249	325	4	,	,	PUNCT
consilience-8249	325	5	band3	band3	PROPN
consilience-8249	325	6	=	=	SYM
consilience-8249	325	7	mean(band3	mean(band3	PROPN
consilience-8249	325	8	)	)	PUNCT
consilience-8249	325	9	,	,	PUNCT
consilience-8249	325	10	band4	band4	NOUN
consilience-8249	325	11	=	=	SYM
consilience-8249	325	12	mean(band4	mean(band4	PROPN
consilience-8249	325	13	)	)	PUNCT
consilience-8249	325	14	,	,	PUNCT
consilience-8249	325	15	band5	band5	PROPN
consilience-8249	325	16	=	=	SYM
consilience-8249	325	17	mean(band5	mean(band5	PROPN
consilience-8249	325	18	)	)	PUNCT
consilience-8249	325	19	,	,	PUNCT
consilience-8249	325	20	band6	band6	NOUN
consilience-8249	325	21	=	=	SYM
consilience-8249	325	22	mean(band6	mean(band6	NOUN
consilience-8249	325	23	)	)	PUNCT
consilience-8249	325	24	,	,	PUNCT
consilience-8249	325	25	band7	band7	X
consilience-8249	326	1	=	=	SYM
consilience-8249	326	2	mean(band7	mean(band7	ADJ
consilience-8249	326	3	)	)	PUNCT
consilience-8249	326	4	,	,	PUNCT
consilience-8249	326	5	#	#	NOUN
consilience-8249	326	6	band8	band8	NOUN
consilience-8249	326	7	=	=	SYM
consilience-8249	326	8	mean(band8	mean(band8	PROPN
consilience-8249	326	9	)	)	PUNCT
consilience-8249	326	10	,	,	PUNCT
consilience-8249	326	11	band9	band9	NOUN
consilience-8249	327	1	=	=	SYM
consilience-8249	327	2	mean(band9	mean(band9	PROPN
consilience-8249	327	3	)	)	PUNCT
consilience-8249	327	4	,	,	PUNCT
consilience-8249	327	5	band10	band10	NOUN
consilience-8249	327	6	=	=	SYM
consilience-8249	327	7	mean(band10	mean(band10	PROPN
consilience-8249	327	8	)	)	PUNCT
consilience-8249	327	9	,	,	PUNCT
consilience-8249	327	10	band11	band11	NOUN
consilience-8249	327	11	=	=	SYM
consilience-8249	327	12	mean(band11	mean(band11	PROPN
consilience-8249	327	13	)	)	PUNCT
consilience-8249	327	14	)	)	PUNCT
consilience-8249	328	1	%	%	INTJ
consilience-8249	328	2	>	>	PUNCT
consilience-8249	328	3	%	%	NOUN
consilience-8249	328	4	mutate(id	mutate(id	NOUN
consilience-8249	328	5	=	=	SYM
consilience-8249	328	6	case_when(id	case_when(id	NOUN
consilience-8249	328	7	=	=	SYM
consilience-8249	328	8	=	=	SYM
consilience-8249	328	9	1	1	NUM
consilience-8249	328	10	~	~	PUNCT
consilience-8249	328	11	"	"	PUNCT
consilience-8249	328	12	permeable	permeable	ADJ
consilience-8249	328	13	"	"	PUNCT
consilience-8249	328	14	,	,	PUNCT
consilience-8249	328	15	i	i	PROPN
consilience-8249	328	16	d	d	NOUN
consilience-8249	328	17	=	=	SYM
consilience-8249	328	18	=	=	SYM
consilience-8249	328	19	2	2	NUM
consilience-8249	328	20	~	~	PUNCT
consilience-8249	328	21	"	"	PUNCT
consilience-8249	328	22	impermeable	impermeable	ADJ
consilience-8249	328	23	"	"	PUNCT
consilience-8249	328	24	,	,	PUNCT
consilience-8249	328	25	i	i	PROPN
consilience-8249	328	26	d	d	NOUN
consilience-8249	328	27	=	=	SYM
consilience-8249	328	28	=	=	SYM
consilience-8249	328	29	3	3	NUM
consilience-8249	328	30	~	~	PUNCT
consilience-8249	328	31	"	"	PUNCT
consilience-8249	328	32	water	water	NOUN
consilience-8249	328	33	"	"	PUNCT
consilience-8249	328	34	)	)	PUNCT
consilience-8249	328	35	)	)	PUNCT
consilience-8249	329	1	%	%	INTJ
consilience-8249	329	2	>	>	X
consilience-8249	329	3	%	%	NOUN
consilience-8249	329	4	as.data.frame	as.data.frame	PROPN
consilience-8249	329	5	(	(	PUNCT
consilience-8249	329	6	)	)	PUNCT
consilience-8249	329	7	head(profiles	head(profile	NOUN
consilience-8249	329	8	)	)	PUNCT
consilience-8249	329	9	#	#	NOUN
consilience-8249	329	10	plot	plot	NOUN
consilience-8249	329	11	the	the	DET
consilience-8249	329	12	spectral	spectral	ADJ
consilience-8249	329	13	profiles	profile	NOUN
consilience-8249	329	14	of	of	ADP
consilience-8249	329	15	each	each	DET
consilience-8249	329	16	classification	classification	NOUN
consilience-8249	329	17	category	category	NOUN
consilience-8249	329	18	across	across	ADP
consilience-8249	329	19	each	each	DET
consilience-8249	329	20	band	band	NOUN
consilience-8249	329	21	profiles	profile	NOUN
consilience-8249	329	22	%	%	INTJ
consilience-8249	329	23	>	>	X
consilience-8249	329	24	%	%	NOUN
consilience-8249	329	25	select(-id	select(-id	NOUN
consilience-8249	329	26	)	)	PUNCT
consilience-8249	329	27	%	%	NOUN
consilience-8249	329	28	>	>	PUNCT
consilience-8249	329	29	%	%	NOUN
consilience-8249	330	1	consilience	consilience	PROPN
consilience-8249	330	2	zhu	zhu	PROPN
consilience-8249	330	3	:	:	PUNCT
consilience-8249	330	4	using	use	VERB
consilience-8249	330	5	spatial	spatial	ADJ
consilience-8249	330	6	context	context	NOUN
consilience-8249	330	7	and	and	CCONJ
consilience-8249	330	8	demographic	demographic	ADJ
consilience-8249	330	9	analysis	analysis	NOUN
consilience-8249	330	10	gather	gather	NOUN
consilience-8249	330	11	(	(	PUNCT
consilience-8249	330	12	)	)	PUNCT
consilience-8249	330	13	%	%	INTJ
consilience-8249	330	14	>	>	PUNCT
consilience-8249	330	15	%	%	NOUN
consilience-8249	330	16	mutate(class	mutate(class	NOUN
consilience-8249	331	1	=	=	SYM
consilience-8249	331	2	rep(c("permeable	rep(c("permeable	ADJ
consilience-8249	331	3	"	"	PUNCT
consilience-8249	331	4	,	,	PUNCT
consilience-8249	331	5	"	"	PUNCT
consilience-8249	331	6	impermeable	impermeable	ADJ
consilience-8249	331	7	"	"	PUNCT
consilience-8249	331	8	,	,	PUNCT
consilience-8249	331	9	"	"	PUNCT
consilience-8249	331	10	water	water	NOUN
consilience-8249	331	11	"	"	PUNCT
consilience-8249	331	12	)	)	PUNCT
consilience-8249	331	13	,	,	PUNCT
consilience-8249	331	14	10	10	NUM
consilience-8249	331	15	)	)	PUNCT
consilience-8249	331	16	)	)	PUNCT
consilience-8249	332	1	%	%	INTJ
consilience-8249	332	2	>	>	PUNCT
consilience-8249	332	3	%	%	NOUN
consilience-8249	333	1	ggplot(data	ggplot(data	NOUN
consilience-8249	333	2	=	=	PUNCT
consilience-8249	333	3	.	.	PUNCT
consilience-8249	333	4	,	,	PUNCT
consilience-8249	333	5	aes(x	aes(x	PROPN
consilience-8249	333	6	=	=	PUNCT
consilience-8249	333	7	fct_relevel(as.factor(key	fct_relevel(as.factor(key	PROPN
consilience-8249	333	8	)	)	PUNCT
consilience-8249	333	9	,	,	PUNCT
consilience-8249	333	10	levels	level	NOUN
consilience-8249	333	11	=	=	SYM
consilience-8249	333	12	c("band1	c("band1	PROPN
consilience-8249	333	13	"	"	PUNCT
consilience-8249	333	14	,	,	PUNCT
consilience-8249	333	15	"	"	PUNCT
consilience-8249	333	16	band2	band2	NOUN
consilience-8249	333	17	"	"	PUNCT
consilience-8249	333	18	,	,	PUNCT
consilience-8249	333	19	"	"	PUNCT
consilience-8249	333	20	band3	band3	ADJ
consilience-8249	333	21	"	"	PUNCT
consilience-8249	333	22	,	,	PUNCT
consilience-8249	333	23	"	"	PUNCT
consilience-8249	333	24	band4","band5	band4","band5	PROPN
consilience-8249	333	25	"	"	PUNCT
consilience-8249	333	26	,	,	PUNCT
consilience-8249	333	27	"	"	PUNCT
consilience-8249	333	28	band6	band6	NOUN
consilience-8249	333	29	"	"	PUNCT
consilience-8249	333	30	,	,	PUNCT
consilience-8249	333	31	"	"	PUNCT
consilience-8249	333	32	band7	band7	NOUN
consilience-8249	333	33	"	"	PUNCT
consilience-8249	333	34	,	,	PUNCT
consilience-8249	333	35	#	#	NOUN
consilience-8249	333	36	"	"	PUNCT
consilience-8249	333	37	band8	band8	NOUN
consilience-8249	333	38	"	"	PUNCT
consilience-8249	333	39	,	,	PUNCT
consilience-8249	333	40	"	"	PUNCT
consilience-8249	333	41	band9	band9	NOUN
consilience-8249	333	42	"	"	PUNCT
consilience-8249	333	43	,	,	PUNCT
consilience-8249	333	44	"	"	PUNCT
consilience-8249	333	45	band10	band10	NOUN
consilience-8249	333	46	"	"	PUNCT
consilience-8249	333	47	,	,	PUNCT
consilience-8249	333	48	"	"	PUNCT
consilience-8249	333	49	band11	band11	NOUN
consilience-8249	333	50	"	"	PUNCT
consilience-8249	333	51	)	)	PUNCT
consilience-8249	333	52	)	)	PUNCT
consilience-8249	333	53	,	,	PUNCT
consilience-8249	333	54	y	y	NOUN
consilience-8249	333	55	=	=	PUNCT
consilience-8249	333	56	value	value	NOUN
consilience-8249	333	57	,	,	PUNCT
consilience-8249	333	58	group	group	NOUN
consilience-8249	333	59	=	=	NOUN
consilience-8249	333	60	class	class	NOUN
consilience-8249	333	61	,	,	PUNCT
consilience-8249	333	62	color	color	NOUN
consilience-8249	333	63	=	=	SYM
consilience-8249	333	64	class	class	NOUN
consilience-8249	333	65	)	)	PUNCT
consilience-8249	333	66	)	)	PUNCT
consilience-8249	334	1	+	+	CCONJ
consilience-8249	334	2	geom_point(size	geom_point(size	PROPN
consilience-8249	334	3	=	=	SYM
consilience-8249	334	4	2.5	2.5	NUM
consilience-8249	334	5	)	)	PUNCT
consilience-8249	335	1	+	+	CCONJ
consilience-8249	335	2	geom_line(lwd	geom_line(lwd	X
consilience-8249	335	3	=	=	SYM
consilience-8249	335	4	1.2	1.2	NUM
consilience-8249	335	5	)	)	PUNCT
consilience-8249	336	1	+	+	NUM
consilience-8249	337	1	scale_color_manual(values	scale_color_manual(value	NOUN
consilience-8249	337	2	=	=	NOUN
consilience-8249	337	3	c("#e8cf7d	c("#e8cf7d	NOUN
consilience-8249	337	4	"	"	PUNCT
consilience-8249	337	5	,	,	PUNCT
consilience-8249	337	6	"	"	PUNCT
consilience-8249	337	7	#	#	SYM
consilience-8249	337	8	2a7332	2a7332	NOUN
consilience-8249	337	9	"	"	PUNCT
consilience-8249	337	10	,	,	PUNCT
consilience-8249	337	11	"	"	PUNCT
consilience-8249	337	12	#	#	SYM
consilience-8249	337	13	0032a0	0032a0	NOUN
consilience-8249	337	14	"	"	PUNCT
consilience-8249	337	15	)	)	PUNCT
consilience-8249	337	16	)	)	PUNCT
consilience-8249	338	1	+	+	CCONJ
consilience-8249	338	2	labs(title	labs(title	PROPN
consilience-8249	338	3	=	=	SYM
consilience-8249	338	4	"	"	PUNCT
consilience-8249	338	5	spectral	spectral	ADJ
consilience-8249	338	6	profiles	profile	NOUN
consilience-8249	338	7	"	"	PUNCT
consilience-8249	338	8	,	,	PUNCT
consilience-8249	338	9	x	x	PUNCT
consilience-8249	338	10	=	=	PUNCT
consilience-8249	338	11	"	"	PUNCT
consilience-8249	338	12	"	"	PUNCT
consilience-8249	338	13	,	,	PUNCT
consilience-8249	338	14	y	y	PROPN
consilience-8249	338	15	=	=	PUNCT
consilience-8249	338	16	"	"	PUNCT
consilience-8249	338	17	surface	surface	NOUN
consilience-8249	338	18	reflectance	reflectance	NOUN
consilience-8249	338	19	"	"	PUNCT
consilience-8249	338	20	)	)	PUNCT
consilience-8249	338	21	+	+	CCONJ
consilience-8249	338	22	theme(panel.background	theme(panel.background	ADJ
consilience-8249	338	23	=	=	ADJ
consilience-8249	338	24	element_blank	element_blank	PROPN
consilience-8249	338	25	(	(	PUNCT
consilience-8249	338	26	)	)	PUNCT
consilience-8249	338	27	,	,	PUNCT
consilience-8249	338	28	panel.grid.major	panel.grid.major	NOUN
consilience-8249	338	29	=	=	SYM
consilience-8249	338	30	element_line(color	element_line(color	NOUN
consilience-8249	338	31	=	=	NOUN
consilience-8249	338	32	"	"	PUNCT
consilience-8249	338	33	gray	gray	ADJ
consilience-8249	338	34	"	"	PUNCT
consilience-8249	338	35	,	,	PUNCT
consilience-8249	338	36	size	size	NOUN
consilience-8249	338	37	=	=	NOUN
consilience-8249	338	38	0.5	0.5	NUM
consilience-8249	338	39	)	)	PUNCT
consilience-8249	338	40	,	,	PUNCT
consilience-8249	338	41	panel.grid.minor	panel.grid.minor	NOUN
consilience-8249	338	42	=	=	SYM
consilience-8249	338	43	element_line(color	element_line(color	NOUN
consilience-8249	338	44	=	=	NOUN
consilience-8249	338	45	"	"	PUNCT
consilience-8249	338	46	gray	gray	ADJ
consilience-8249	338	47	"	"	PUNCT
consilience-8249	338	48	,	,	PUNCT
consilience-8249	338	49	size	size	NOUN
consilience-8249	338	50	=	=	NOUN
consilience-8249	338	51	0.5	0.5	NUM
consilience-8249	338	52	)	)	PUNCT
consilience-8249	338	53	,	,	PUNCT
consilience-8249	338	54	axis.ticks	axis.tick	VERB
consilience-8249	338	55	=	=	SYM
consilience-8249	338	56	element_blank	element_blank	PROPN
consilience-8249	338	57	(	(	PUNCT
consilience-8249	338	58	)	)	PUNCT
consilience-8249	338	59	)	)	PUNCT
consilience-8249	338	60	#	#	NOUN
consilience-8249	338	61	create	create	VERB
consilience-8249	338	62	a	a	DET
consilience-8249	338	63	histogram	histogram	NOUN
consilience-8249	338	64	of	of	ADP
consilience-8249	338	65	spectral	spectral	ADJ
consilience-8249	338	66	profiles	profile	NOUN
consilience-8249	338	67	profiles	profile	NOUN
consilience-8249	338	68	%	%	NOUN
consilience-8249	338	69	>	>	X
consilience-8249	338	70	%	%	NOUN
consilience-8249	338	71	select(-id	select(-id	NOUN
consilience-8249	338	72	)	)	PUNCT
consilience-8249	338	73	%	%	NOUN
consilience-8249	338	74	>	>	PUNCT
consilience-8249	338	75	%	%	NOUN
consilience-8249	338	76	gather	gather	NOUN
consilience-8249	338	77	(	(	PUNCT
consilience-8249	338	78	)	)	PUNCT
consilience-8249	338	79	%	%	INTJ
consilience-8249	338	80	>	>	PUNCT
consilience-8249	338	81	%	%	NOUN
consilience-8249	338	82	mutate(class	mutate(class	NOUN
consilience-8249	338	83	=	=	SYM
consilience-8249	339	1	rep(c("permeable	rep(c("permeable	ADJ
consilience-8249	339	2	"	"	PUNCT
consilience-8249	339	3	,	,	PUNCT
consilience-8249	339	4	"	"	PUNCT
consilience-8249	339	5	impermeable	impermeable	ADJ
consilience-8249	339	6	"	"	PUNCT
consilience-8249	339	7	,	,	PUNCT
consilience-8249	339	8	"	"	PUNCT
consilience-8249	339	9	water	water	NOUN
consilience-8249	339	10	"	"	PUNCT
consilience-8249	339	11	)	)	PUNCT
consilience-8249	339	12	,	,	PUNCT
consilience-8249	339	13	10	10	NUM
consilience-8249	339	14	)	)	PUNCT
consilience-8249	339	15	)	)	PUNCT
consilience-8249	340	1	%	%	INTJ
consilience-8249	340	2	>	>	PUNCT
consilience-8249	340	3	%	%	NOUN
consilience-8249	340	4	ggplot	ggplot	NOUN
consilience-8249	340	5	(	(	PUNCT
consilience-8249	340	6	.	.	NUM
consilience-8249	340	7	,	,	PUNCT
consilience-8249	340	8	aes(x	aes(x	X
consilience-8249	340	9	=	=	SYM
consilience-8249	340	10	value	value	NOUN
consilience-8249	340	11	,	,	PUNCT
consilience-8249	340	12	group	group	NOUN
consilience-8249	340	13	=	=	SYM
consilience-8249	340	14	as.factor(class	as.factor(class	PROPN
consilience-8249	340	15	)	)	PUNCT
consilience-8249	340	16	,	,	PUNCT
consilience-8249	340	17	fill	fill	NOUN
consilience-8249	340	18	=	=	NOUN
consilience-8249	340	19	as.factor(class	as.factor(class	ADJ
consilience-8249	340	20	)	)	PUNCT
consilience-8249	340	21	)	)	PUNCT
consilience-8249	340	22	)	)	PUNCT
consilience-8249	341	1	+	+	PUNCT
consilience-8249	341	2	geom_density(alpha	geom_density(alpha	NOUN
consilience-8249	341	3	=	=	SYM
consilience-8249	341	4	0.75	0.75	NUM
consilience-8249	341	5	)	)	PUNCT
consilience-8249	342	1	+	+	CCONJ
consilience-8249	342	2	geom_vline(data	geom_vline(data	PROPN
consilience-8249	342	3	=	=	SYM
consilience-8249	342	4	.	.	PUNCT
consilience-8249	343	1	%	%	INTJ
consilience-8249	343	2	>	>	PUNCT
consilience-8249	343	3	%	%	NOUN
consilience-8249	343	4	group_by(class	group_by(class	NOUN
consilience-8249	343	5	)	)	PUNCT
consilience-8249	344	1	%	%	NOUN
consilience-8249	344	2	>	>	PUNCT
consilience-8249	344	3	%	%	NOUN
consilience-8249	344	4	summarise(grp.mean	summarise(grp.mean	ADJ
consilience-8249	344	5	=	=	SYM
consilience-8249	344	6	mean(value	mean(value	PROPN
consilience-8249	344	7	)	)	PUNCT
consilience-8249	344	8	)	)	PUNCT
consilience-8249	344	9	,	,	PUNCT
consilience-8249	344	10	aes(xintercept	aes(xintercept	SYM
consilience-8249	344	11	=	=	SYM
consilience-8249	344	12	grp.mean	grp.mean	ADJ
consilience-8249	344	13	,	,	PUNCT
consilience-8249	344	14	color	color	NOUN
consilience-8249	344	15	=	=	SYM
consilience-8249	344	16	class	class	NOUN
consilience-8249	344	17	)	)	PUNCT
consilience-8249	344	18	,	,	PUNCT
consilience-8249	344	19	linetype="dashed	linetype="dashe	VERB
consilience-8249	344	20	"	"	PUNCT
consilience-8249	344	21	,	,	PUNCT
consilience-8249	344	22	size=1	size=1	PROPN
consilience-8249	344	23	)	)	PUNCT
consilience-8249	345	1	+	+	NUM
consilience-8249	345	2	scale_fill_manual(values	scale_fill_manual(value	NOUN
consilience-8249	345	3	=	=	NOUN
consilience-8249	345	4	c("#e8cf7d	c("#e8cf7d	NOUN
consilience-8249	345	5	"	"	PUNCT
consilience-8249	345	6	,	,	PUNCT
consilience-8249	345	7	"	"	PUNCT
consilience-8249	345	8	#	#	SYM
consilience-8249	345	9	2a7332	2a7332	NOUN
consilience-8249	345	10	"	"	PUNCT
consilience-8249	345	11	,	,	PUNCT
consilience-8249	345	12	"	"	PUNCT
consilience-8249	345	13	#	#	SYM
consilience-8249	345	14	0032a0	0032a0	NOUN
consilience-8249	345	15	"	"	PUNCT
consilience-8249	345	16	)	)	PUNCT
consilience-8249	345	17	,	,	PUNCT
consilience-8249	345	18	name	name	NOUN
consilience-8249	345	19	=	=	PUNCT
consilience-8249	345	20	"	"	PUNCT
consilience-8249	345	21	class	class	NOUN
consilience-8249	345	22	"	"	PUNCT
consilience-8249	345	23	)	)	PUNCT
consilience-8249	346	1	+	+	CCONJ
consilience-8249	346	2	scale_color_manual(values	scale_color_manual(value	NOUN
consilience-8249	346	3	=	=	NOUN
consilience-8249	346	4	c("#e8cf7d	c("#e8cf7d	NOUN
consilience-8249	346	5	"	"	PUNCT
consilience-8249	346	6	,	,	PUNCT
consilience-8249	346	7	"	"	PUNCT
consilience-8249	346	8	#	#	SYM
consilience-8249	346	9	2a7332	2a7332	NOUN
consilience-8249	346	10	"	"	PUNCT
consilience-8249	346	11	,	,	PUNCT
consilience-8249	346	12	"	"	PUNCT
consilience-8249	346	13	#	#	SYM
consilience-8249	346	14	0032a0	0032a0	NOUN
consilience-8249	346	15	"	"	PUNCT
consilience-8249	346	16	)	)	PUNCT
consilience-8249	346	17	)	)	PUNCT
consilience-8249	347	1	+	+	CCONJ
consilience-8249	347	2	theme(panel.background	theme(panel.background	ADJ
consilience-8249	347	3	=	=	ADJ
consilience-8249	347	4	element_blank	element_blank	PROPN
consilience-8249	347	5	(	(	PUNCT
consilience-8249	347	6	)	)	PUNCT
consilience-8249	347	7	,	,	PUNCT
consilience-8249	347	8	panel.grid.major	panel.grid.major	NOUN
consilience-8249	347	9	=	=	SYM
consilience-8249	347	10	element_line(color	element_line(color	NOUN
consilience-8249	347	11	=	=	NOUN
consilience-8249	347	12	"	"	PUNCT
consilience-8249	347	13	gray	gray	ADJ
consilience-8249	347	14	"	"	PUNCT
consilience-8249	347	15	,	,	PUNCT
consilience-8249	347	16	size	size	NOUN
consilience-8249	347	17	=	=	NOUN
consilience-8249	347	18	0.5	0.5	NUM
consilience-8249	347	19	)	)	PUNCT
consilience-8249	347	20	,	,	PUNCT
consilience-8249	347	21	panel.grid.minor	panel.grid.minor	NOUN
consilience-8249	347	22	=	=	SYM
consilience-8249	347	23	element_line(color	element_line(color	NOUN
consilience-8249	347	24	=	=	NOUN
consilience-8249	347	25	"	"	PUNCT
consilience-8249	347	26	gray	gray	ADJ
consilience-8249	347	27	"	"	PUNCT
consilience-8249	347	28	,	,	PUNCT
consilience-8249	347	29	size	size	NOUN
consilience-8249	347	30	=	=	NOUN
consilience-8249	347	31	0.5	0.5	NUM
consilience-8249	347	32	)	)	PUNCT
consilience-8249	347	33	,	,	PUNCT
consilience-8249	347	34	axis.ticks	axis.tick	VERB
consilience-8249	347	35	=	=	SYM
consilience-8249	347	36	element_blank	element_blank	PROPN
consilience-8249	347	37	(	(	PUNCT
consilience-8249	347	38	)	)	PUNCT
consilience-8249	347	39	)	)	PUNCT
consilience-8249	348	1	+	+	PUNCT
consilience-8249	348	2	labs(x	labs(x	X
consilience-8249	348	3	=	=	PUNCT
consilience-8249	348	4	"	"	PUNCT
consilience-8249	348	5	reflectance	reflectance	NOUN
consilience-8249	348	6	value	value	NOUN
consilience-8249	348	7	"	"	PUNCT
consilience-8249	348	8	,	,	PUNCT
consilience-8249	348	9	y	y	PROPN
consilience-8249	348	10	=	=	PUNCT
consilience-8249	348	11	"	"	PUNCT
consilience-8249	348	12	density	density	NOUN
consilience-8249	348	13	"	"	PUNCT
consilience-8249	348	14	,	,	PUNCT
consilience-8249	348	15	title	title	NOUN
consilience-8249	348	16	=	=	PUNCT
consilience-8249	348	17	"	"	PUNCT
consilience-8249	348	18	density	density	NOUN
consilience-8249	348	19	histograms	histogram	NOUN
consilience-8249	348	20	of	of	ADP
consilience-8249	348	21	spectral	spectral	ADJ
consilience-8249	348	22	profiles	profile	NOUN
consilience-8249	348	23	"	"	PUNCT
consilience-8249	348	24	,	,	PUNCT
consilience-8249	348	25	subtitle	subtitle	NOUN
consilience-8249	348	26	=	=	PUNCT
consilience-8249	348	27	"	"	PUNCT
consilience-8249	348	28	vertical	vertical	ADJ
consilience-8249	348	29	lines	line	NOUN
consilience-8249	348	30	represent	represent	VERB
consilience-8249	348	31	mean	mean	ADJ
consilience-8249	348	32	group	group	NOUN
consilience-8249	348	33	reflectance	reflectance	NOUN
consilience-8249	348	34	values	value	NOUN
consilience-8249	348	35	"	"	PUNCT
consilience-8249	348	36	)	)	PUNCT
consilience-8249	348	37	#	#	SYM
consilience-8249	348	38	#	#	SYM
consilience-8249	348	39	#	#	SYM
consilience-8249	348	40	#	#	SYM
consilience-8249	348	41	#	#	NOUN
consilience-8249	348	42	#	#	NOUN
consilience-8249	348	43	predict	predict	VERB
consilience-8249	348	44	surface	surface	NOUN
consilience-8249	348	45	permeability	permeability	NOUN
consilience-8249	348	46	across	across	ADP
consilience-8249	348	47	philadelphia	philadelphia	PROPN
consilience-8249	348	48	for	for	SCONJ
consilience-8249	348	49	2020	2020	NUM
consilience-8249	348	50	#	#	NOUN
consilience-8249	348	51	combine	combine	VERB
consilience-8249	348	52	spectral	spectral	ADJ
consilience-8249	348	53	values	value	NOUN
consilience-8249	348	54	with	with	ADP
consilience-8249	348	55	their	their	PRON
consilience-8249	348	56	surface	surface	NOUN
consilience-8249	348	57	permeability	permeability	NOUN
consilience-8249	348	58	class	class	NOUN
consilience-8249	348	59	(	(	PUNCT
consilience-8249	348	60	permeable	permeable	ADJ
consilience-8249	348	61	,	,	PUNCT
consilience-8249	348	62	etc	etc	X
consilience-8249	348	63	.	.	X
consilience-8249	348	64	)	)	PUNCT
consilience-8249	349	1	df	df	PROPN
consilience-8249	349	2	<	<	X
consilience-8249	349	3	data.frame(training_points$id	data.frame(training_points$id	X
consilience-8249	349	4	,	,	PUNCT
consilience-8249	349	5	df	df	NOUN
consilience-8249	349	6	)	)	PUNCT
consilience-8249	349	7	model.class	model.class	PROPN
consilience-8249	349	8	<	<	NOUN
consilience-8249	349	9	rpart(as.factor(training_points.id)~.	rpart(as.factor(training_points.id)~.	NOUN
consilience-8249	349	10	,	,	PUNCT
consilience-8249	349	11	data	datum	NOUN
consilience-8249	349	12	=	=	SYM
consilience-8249	349	13	df	df	NOUN
consilience-8249	349	14	,	,	PUNCT
consilience-8249	349	15	method	method	NOUN
consilience-8249	349	16	=	=	SYM
consilience-8249	349	17	'	'	PUNCT
consilience-8249	349	18	class	class	NOUN
consilience-8249	349	19	'	'	PUNCT
consilience-8249	349	20	)	)	PUNCT
consilience-8249	349	21	35	35	NUM
consilience-8249	349	22	consilience	consilience	NOUN
consilience-8249	349	23	#	#	NOUN
consilience-8249	349	24	plot	plot	NOUN
consilience-8249	349	25	a	a	DET
consilience-8249	349	26	decision	decision	NOUN
consilience-8249	349	27	tree	tree	NOUN
consilience-8249	349	28	rpart.plot(model.class	rpart.plot(model.class	NOUN
consilience-8249	349	29	,	,	PUNCT
consilience-8249	349	30	box.palette	box.palette	PROPN
consilience-8249	349	31	=	=	SYM
consilience-8249	349	32	0	0	NUM
consilience-8249	349	33	,	,	PUNCT
consilience-8249	349	34	main	main	ADJ
consilience-8249	349	35	=	=	SYM
consilience-8249	349	36	"	"	PUNCT
consilience-8249	349	37	classification	classification	NOUN
consilience-8249	349	38	decision	decision	NOUN
consilience-8249	349	39	tree	tree	NOUN
consilience-8249	349	40	"	"	PUNCT
consilience-8249	349	41	,	,	PUNCT
consilience-8249	349	42	tweak	tweak	NOUN
consilience-8249	349	43	=	=	SYM
consilience-8249	349	44	1.1	1.1	NUM
consilience-8249	349	45	)	)	PUNCT
consilience-8249	349	46	#	#	NOUN
consilience-8249	349	47	predict	predict	VERB
consilience-8249	349	48	surface	surface	NOUN
consilience-8249	349	49	permeability	permeability	NOUN
consilience-8249	349	50	across	across	ADP
consilience-8249	349	51	philadelphia	philadelphia	PROPN
consilience-8249	349	52	pr	pr	NOUN
consilience-8249	349	53	<	<	X
consilience-8249	349	54	predict(image	predict(image	NOUN
consilience-8249	349	55	,	,	PUNCT
consilience-8249	349	56	model.class	model.class	NOUN
consilience-8249	349	57	,	,	PUNCT
consilience-8249	349	58	type	type	NOUN
consilience-8249	349	59	=	=	NOUN
consilience-8249	349	60	'	'	NOUN
consilience-8249	349	61	class	class	NOUN
consilience-8249	349	62	'	'	PUNCT
consilience-8249	349	63	,	,	PUNCT
consilience-8249	349	64	progress	progress	NOUN
consilience-8249	349	65	=	=	SYM
consilience-8249	349	66	'	'	PUNCT
consilience-8249	349	67	text	text	NOUN
consilience-8249	349	68	'	'	PUNCT
consilience-8249	349	69	)	)	PUNCT
consilience-8249	350	1	%	%	INTJ
consilience-8249	350	2	>	>	PUNCT
consilience-8249	350	3	%	%	NOUN
consilience-8249	350	4	ratify	ratify	VERB
consilience-8249	350	5	(	(	PUNCT
consilience-8249	350	6	)	)	PUNCT
consilience-8249	350	7	levels(pr	levels(pr	PROPN
consilience-8249	350	8	)	)	PUNCT
consilience-8249	350	9	<	<	X
consilience-8249	350	10	levels(pr)[[1	levels(pr)[[1	NOUN
consilience-8249	350	11	]	]	X
consilience-8249	350	12	]	]	X
consilience-8249	351	1	%	%	INTJ
consilience-8249	351	2	>	>	X
consilience-8249	351	3	%	%	NOUN
consilience-8249	351	4	mutate(legend	mutate(legend	NOUN
consilience-8249	351	5	=	=	SYM
consilience-8249	351	6	c("permeable	c("permeable	ADJ
consilience-8249	351	7	"	"	PUNCT
consilience-8249	351	8	,	,	PUNCT
consilience-8249	351	9	"	"	PUNCT
consilience-8249	351	10	impermeable	impermeable	ADJ
consilience-8249	351	11	"	"	PUNCT
consilience-8249	351	12	,	,	PUNCT
consilience-8249	351	13	"	"	PUNCT
consilience-8249	351	14	water	water	NOUN
consilience-8249	351	15	"	"	PUNCT
consilience-8249	351	16	)	)	PUNCT
consilience-8249	351	17	)	)	PUNCT
consilience-8249	352	1	#	#	NOUN
consilience-8249	352	2	plot	plot	NOUN
consilience-8249	352	3	it	it	PRON
consilience-8249	352	4	levelplot(pr	levelplot(pr	NOUN
consilience-8249	352	5	,	,	PUNCT
consilience-8249	352	6	maxpixels	maxpixel	NOUN
consilience-8249	352	7	=	=	SYM
consilience-8249	352	8	1e6	1e6	NUM
consilience-8249	352	9	,	,	PUNCT
consilience-8249	352	10	col.regions	col.region	NOUN
consilience-8249	352	11	=	=	SYM
consilience-8249	352	12	c("#2a7332	c("#2a7332	PROPN
consilience-8249	352	13	"	"	PUNCT
consilience-8249	352	14	,	,	PUNCT
consilience-8249	352	15	"	"	PUNCT
consilience-8249	352	16	#	#	SYM
consilience-8249	352	17	e8cf7d	e8cf7d	ADJ
consilience-8249	352	18	"	"	PUNCT
consilience-8249	352	19	,	,	PUNCT
consilience-8249	352	20	"	"	PUNCT
consilience-8249	352	21	#	#	SYM
consilience-8249	352	22	0032a0	0032a0	NOUN
consilience-8249	352	23	"	"	PUNCT
consilience-8249	352	24	)	)	PUNCT
consilience-8249	352	25	,	,	PUNCT
consilience-8249	352	26	scales	scale	NOUN
consilience-8249	352	27	=	=	PRON
consilience-8249	352	28	list(draw	list(draw	NOUN
consilience-8249	352	29	=	=	ADJ
consilience-8249	352	30	false	false	ADJ
consilience-8249	352	31	)	)	PUNCT
consilience-8249	352	32	,	,	PUNCT
consilience-8249	352	33	main	main	ADJ
consilience-8249	352	34	=	=	SYM
consilience-8249	352	35	"	"	PUNCT
consilience-8249	352	36	supervised	supervise	VERB
consilience-8249	352	37	classification	classification	NOUN
consilience-8249	352	38	of	of	ADP
consilience-8249	352	39	imagery	imagery	NOUN
consilience-8249	352	40	"	"	PUNCT
consilience-8249	352	41	)	)	PUNCT
consilience-8249	352	42	#	#	NOUN
consilience-8249	352	43	export	export	NOUN
consilience-8249	352	44	the	the	DET
consilience-8249	352	45	classification	classification	NOUN
consilience-8249	352	46	raster	raster	NOUN
consilience-8249	352	47	path2	path2	NOUN
consilience-8249	352	48	<	<	X
consilience-8249	352	49	"	"	PUNCT
consilience-8249	352	50	2020_classification.tif	2020_classification.tif	NUM
consilience-8249	352	51	"	"	PUNCT
consilience-8249	352	52	writeraster(pr	writeraster(pr	NOUN
consilience-8249	352	53	,	,	PUNCT
consilience-8249	352	54	filename	filename	NOUN
consilience-8249	352	55	=	=	SYM
consilience-8249	352	56	path2	path2	NOUN
consilience-8249	352	57	)	)	PUNCT
consilience-8249	352	58	#	#	SYM
consilience-8249	352	59	#	#	SYM
consilience-8249	352	60	#	#	SYM
consilience-8249	352	61	#	#	SYM
consilience-8249	352	62	#	#	NOUN
consilience-8249	352	63	#	#	NOUN
consilience-8249	352	64	model	model	NOUN
consilience-8249	352	65	validation	validation	NOUN
consilience-8249	352	66	#	#	NOUN
consilience-8249	352	67	compare	compare	VERB
consilience-8249	352	68	the	the	DET
consilience-8249	352	69	training	training	NOUN
consilience-8249	352	70	data	datum	NOUN
consilience-8249	352	71	to	to	ADP
consilience-8249	352	72	the	the	DET
consilience-8249	352	73	results	result	NOUN
consilience-8249	352	74	of	of	ADP
consilience-8249	352	75	the	the	DET
consilience-8249	352	76	model	model	NOUN
consilience-8249	352	77	test	test	NOUN
consilience-8249	352	78	<	<	X
consilience-8249	352	79	raster::extract(pr	raster::extract(pr	PROPN
consilience-8249	352	80	,	,	PUNCT
consilience-8249	352	81	training_points	training_points	PROPN
consilience-8249	352	82	)	)	PUNCT
consilience-8249	353	1	%	%	INTJ
consilience-8249	353	2	>	>	X
consilience-8249	353	3	%	%	NOUN
consilience-8249	353	4	as.data.frame	as.data.frame	PROPN
consilience-8249	353	5	(	(	PUNCT
consilience-8249	353	6	)	)	PUNCT
consilience-8249	353	7	%	%	INTJ
consilience-8249	353	8	>	>	PUNCT
consilience-8249	353	9	%	%	NOUN
consilience-8249	353	10	rename(id	rename(id	NOUN
consilience-8249	353	11	=	=	PRON
consilience-8249	353	12	"	"	PUNCT
consilience-8249	353	13	.	.	PUNCT
consilience-8249	353	14	"	"	PUNCT
consilience-8249	353	15	)	)	PUNCT
consilience-8249	353	16	testprobs	testprob	NOUN
consilience-8249	353	17	<	<	X
consilience-8249	353	18	data.frame	data.frame	PROPN
consilience-8249	353	19	(	(	PUNCT
consilience-8249	353	20	obs	obs	PROPN
consilience-8249	353	21	=	=	PUNCT
consilience-8249	353	22	as.factor(training_points$id	as.factor(training_points$id	PROPN
consilience-8249	353	23	)	)	PUNCT
consilience-8249	353	24	,	,	PUNCT
consilience-8249	353	25	pred	pre	VERB
consilience-8249	353	26	=	=	SYM
consilience-8249	353	27	as.factor(test$id	as.factor(test$id	PROPN
consilience-8249	353	28	)	)	PUNCT
consilience-8249	353	29	)	)	PUNCT
consilience-8249	354	1	%	%	INTJ
consilience-8249	354	2	>	>	PUNCT
consilience-8249	354	3	%	%	NOUN
consilience-8249	354	4	mutate(correct	mutate(correct	PROPN
consilience-8249	354	5	=	=	NOUN
consilience-8249	354	6	ifelse(obs	ifelse(ob	NOUN
consilience-8249	354	7	=	=	SYM
consilience-8249	354	8	=	=	NOUN
consilience-8249	354	9	pred	pre	VERB
consilience-8249	354	10	,	,	PUNCT
consilience-8249	354	11	1	1	NUM
consilience-8249	354	12	,	,	PUNCT
consilience-8249	354	13	0	0	NUM
consilience-8249	354	14	)	)	PUNCT
consilience-8249	354	15	)	)	PUNCT
consilience-8249	354	16	#	#	NOUN
consilience-8249	354	17	plot	plot	NOUN
consilience-8249	354	18	a	a	DET
consilience-8249	354	19	confusion	confusion	NOUN
consilience-8249	354	20	matrix	matrix	NOUN
consilience-8249	354	21	confmatrix	confmatrix	VERB
consilience-8249	354	22	<	<	X
consilience-8249	354	23	confusionmatrix(testprobs$obs	confusionmatrix(testprobs$obs	PROPN
consilience-8249	354	24	,	,	PUNCT
consilience-8249	354	25	testprobs$pred	testprobs$pred	NUM
consilience-8249	354	26	)	)	PUNCT
consilience-8249	354	27	confmatrix	confmatrix	VERB