id	sid	tid	token	lemma	pos
ajst-30226	1	1	academic	academic	ADJ
ajst-30226	1	2	journal	journal	NOUN
ajst-30226	1	3	of	of	ADP
ajst-30226	1	4	science	science	NOUN
ajst-30226	1	5	and	and	CCONJ
ajst-30226	1	6	technology	technology	NOUN
ajst-30226	1	7	issn	issn	NOUN
ajst-30226	1	8	:	:	PUNCT
ajst-30226	1	9	2771	2771	NUM
ajst-30226	1	10	-	-	SYM
ajst-30226	1	11	3032	3032	NUM
ajst-30226	1	12	|	|	NOUN
ajst-30226	1	13	vol	vol	NOUN
ajst-30226	1	14	.	.	PUNCT
ajst-30226	2	1	14	14	NUM
ajst-30226	2	2	,	,	PUNCT
ajst-30226	2	3	no	no	INTJ
ajst-30226	2	4	.	.	NOUN
ajst-30226	2	5	3	3	NUM
ajst-30226	2	6	,	,	PUNCT
ajst-30226	2	7	2025	2025	NUM
ajst-30226	2	8	312	312	NUM
ajst-30226	2	9	automated	automate	VERB
ajst-30226	2	10	construction	construction	NOUN
ajst-30226	2	11	of	of	ADP
ajst-30226	2	12	deep	deep	ADJ
ajst-30226	2	13	learning	learning	NOUN
ajst-30226	2	14	sample	sample	NOUN
ajst-30226	2	15	sets	set	NOUN
ajst-30226	2	16	for	for	ADP
ajst-30226	2	17	impervious	impervious	ADJ
ajst-30226	2	18	surfaces	surface	NOUN
ajst-30226	2	19	incorporating	incorporate	VERB
ajst-30226	2	20	eco‐geographic	eco‐geographic	ADJ
ajst-30226	2	21	partitions	partition	NOUN
ajst-30226	2	22	longchen	longchen	ADJ
ajst-30226	2	23	zhai	zhai	PROPN
ajst-30226	2	24	school	school	PROPN
ajst-30226	2	25	of	of	ADP
ajst-30226	2	26	geomatics	geomatics	PROPN
ajst-30226	2	27	and	and	CCONJ
ajst-30226	2	28	urban	urban	ADJ
ajst-30226	2	29	spatial	spatial	ADJ
ajst-30226	2	30	informatics	informatics	PROPN
ajst-30226	2	31	,	,	PUNCT
ajst-30226	2	32	beijing	beijing	PROPN
ajst-30226	2	33	university	university	PROPN
ajst-30226	2	34	of	of	ADP
ajst-30226	2	35	civil	civil	ADJ
ajst-30226	2	36	engineering	engineering	NOUN
ajst-30226	2	37	and	and	CCONJ
ajst-30226	2	38	architecture	architecture	NOUN
ajst-30226	2	39	,	,	PUNCT
ajst-30226	2	40	beijing	beijing	PROPN
ajst-30226	2	41	102600	102600	NUM
ajst-30226	2	42	,	,	PUNCT
ajst-30226	2	43	china	china	PROPN
ajst-30226	2	44	abstract	abstract	NOUN
ajst-30226	2	45	:	:	PUNCT
ajst-30226	2	46	accurate	accurate	ADJ
ajst-30226	2	47	and	and	CCONJ
ajst-30226	2	48	efficient	efficient	ADJ
ajst-30226	2	49	impervious	impervious	ADJ
ajst-30226	2	50	surface	surface	NOUN
ajst-30226	2	51	mapping	mapping	NOUN
ajst-30226	2	52	is	be	AUX
ajst-30226	2	53	crucial	crucial	ADJ
ajst-30226	2	54	to	to	ADP
ajst-30226	2	55	natural	natural	ADJ
ajst-30226	2	56	ecological	ecological	ADJ
ajst-30226	2	57	protection	protection	NOUN
ajst-30226	2	58	,	,	PUNCT
ajst-30226	2	59	urban	urban	ADJ
ajst-30226	2	60	planning	planning	NOUN
ajst-30226	2	61	,	,	PUNCT
ajst-30226	2	62	land	land	NOUN
ajst-30226	2	63	use	use	NOUN
ajst-30226	2	64	and	and	CCONJ
ajst-30226	2	65	other	other	ADJ
ajst-30226	2	66	fields	field	NOUN
ajst-30226	2	67	.	.	PUNCT
ajst-30226	3	1	currently	currently	ADV
ajst-30226	3	2	,	,	PUNCT
ajst-30226	3	3	using	use	VERB
ajst-30226	3	4	deep	deep	ADJ
ajst-30226	3	5	learning	learning	NOUN
ajst-30226	3	6	methods	method	NOUN
ajst-30226	3	7	to	to	PART
ajst-30226	3	8	extract	extract	VERB
ajst-30226	3	9	impervious	impervious	ADJ
ajst-30226	3	10	surfaces	surface	NOUN
ajst-30226	3	11	requires	require	VERB
ajst-30226	3	12	a	a	DET
ajst-30226	3	13	large	large	ADJ
ajst-30226	3	14	number	number	NOUN
ajst-30226	3	15	of	of	ADP
ajst-30226	3	16	training	training	NOUN
ajst-30226	3	17	samples	sample	NOUN
ajst-30226	3	18	,	,	PUNCT
ajst-30226	3	19	and	and	CCONJ
ajst-30226	3	20	visual	visual	ADJ
ajst-30226	3	21	interpretation	interpretation	NOUN
ajst-30226	3	22	of	of	ADP
ajst-30226	3	23	the	the	DET
ajst-30226	3	24	samples	sample	NOUN
ajst-30226	3	25	is	be	AUX
ajst-30226	3	26	time	time	NOUN
ajst-30226	3	27	-	-	PUNCT
ajst-30226	3	28	consuming	consume	VERB
ajst-30226	3	29	and	and	CCONJ
ajst-30226	3	30	laborious	laborious	ADJ
ajst-30226	3	31	.	.	PUNCT
ajst-30226	4	1	the	the	DET
ajst-30226	4	2	distribution	distribution	NOUN
ajst-30226	4	3	of	of	ADP
ajst-30226	4	4	existing	exist	VERB
ajst-30226	4	5	labeled	label	VERB
ajst-30226	4	6	samples	sample	NOUN
ajst-30226	4	7	is	be	AUX
ajst-30226	4	8	relatively	relatively	ADV
ajst-30226	4	9	limited	limited	ADJ
ajst-30226	4	10	,	,	PUNCT
ajst-30226	4	11	which	which	PRON
ajst-30226	4	12	will	will	AUX
ajst-30226	4	13	lead	lead	VERB
ajst-30226	4	14	to	to	ADP
ajst-30226	4	15	model	model	NOUN
ajst-30226	4	16	overfitting	overfitting	NOUN
ajst-30226	4	17	.	.	PUNCT
ajst-30226	5	1	this	this	DET
ajst-30226	5	2	paper	paper	NOUN
ajst-30226	5	3	fully	fully	ADV
ajst-30226	5	4	considers	consider	VERB
ajst-30226	5	5	factors	factor	NOUN
ajst-30226	5	6	such	such	ADJ
ajst-30226	5	7	as	as	ADP
ajst-30226	5	8	geographical	geographical	ADJ
ajst-30226	5	9	differences	difference	NOUN
ajst-30226	5	10	and	and	CCONJ
ajst-30226	5	11	efficiency	efficiency	NOUN
ajst-30226	5	12	,	,	PUNCT
ajst-30226	5	13	and	and	CCONJ
ajst-30226	5	14	proposes	propose	VERB
ajst-30226	5	15	an	an	DET
ajst-30226	5	16	automatic	automatic	ADJ
ajst-30226	5	17	extraction	extraction	NOUN
ajst-30226	5	18	technology	technology	NOUN
ajst-30226	5	19	for	for	ADP
ajst-30226	5	20	impervious	impervious	ADJ
ajst-30226	5	21	surfaces	surface	NOUN
ajst-30226	5	22	combined	combine	VERB
ajst-30226	5	23	with	with	ADP
ajst-30226	5	24	ecological	ecological	ADJ
ajst-30226	5	25	geographical	geographical	ADJ
ajst-30226	5	26	zoning	zoning	NOUN
ajst-30226	5	27	.	.	PUNCT
ajst-30226	6	1	two	two	NUM
ajst-30226	6	2	high	high	ADJ
ajst-30226	6	3	-	-	PUNCT
ajst-30226	6	4	precision	precision	NOUN
ajst-30226	6	5	impervious	impervious	ADJ
ajst-30226	6	6	surface	surface	NOUN
ajst-30226	6	7	products	product	NOUN
ajst-30226	6	8	,	,	PUNCT
ajst-30226	6	9	gisa	gisa	NOUN
ajst-30226	6	10	and	and	CCONJ
ajst-30226	6	11	glc_fcs30	glc_fcs30	NOUN
ajst-30226	6	12	,	,	PUNCT
ajst-30226	6	13	are	be	AUX
ajst-30226	6	14	fused	fuse	VERB
ajst-30226	6	15	and	and	CCONJ
ajst-30226	6	16	superimposed	superimpose	VERB
ajst-30226	6	17	,	,	PUNCT
ajst-30226	6	18	and	and	CCONJ
ajst-30226	6	19	training	training	NOUN
ajst-30226	6	20	samples	sample	NOUN
ajst-30226	6	21	are	be	AUX
ajst-30226	6	22	obtained	obtain	VERB
ajst-30226	6	23	through	through	ADP
ajst-30226	6	24	the	the	DET
ajst-30226	6	25	crowd	crowd	NOUN
ajst-30226	6	26	-	-	PUNCT
ajst-30226	6	27	source	source	NOUN
ajst-30226	6	28	data	datum	NOUN
ajst-30226	6	29	openstreetmap	openstreetmap	ADJ
ajst-30226	6	30	mapping	mapping	NOUN
ajst-30226	6	31	optimization	optimization	NOUN
ajst-30226	6	32	results	result	NOUN
ajst-30226	6	33	.	.	PUNCT
ajst-30226	7	1	a	a	DET
ajst-30226	7	2	deep	deep	ADJ
ajst-30226	7	3	learning	learning	NOUN
ajst-30226	7	4	framework	framework	NOUN
ajst-30226	7	5	based	base	VERB
ajst-30226	7	6	on	on	ADP
ajst-30226	7	7	resnest	resn	ADJ
ajst-30226	7	8	introduced	introduce	VERB
ajst-30226	7	9	into	into	ADP
ajst-30226	7	10	aspp	aspp	NOUN
ajst-30226	7	11	is	be	AUX
ajst-30226	7	12	used	use	VERB
ajst-30226	7	13	to	to	PART
ajst-30226	7	14	automatically	automatically	ADV
ajst-30226	7	15	construct	construct	VERB
ajst-30226	7	16	impervious	impervious	ADJ
ajst-30226	7	17	surface	surface	NOUN
ajst-30226	7	18	samples	sample	NOUN
ajst-30226	7	19	in	in	ADP
ajst-30226	7	20	different	different	ADJ
ajst-30226	7	21	ecological	ecological	ADJ
ajst-30226	7	22	geographical	geographical	ADJ
ajst-30226	7	23	divisions	division	NOUN
ajst-30226	7	24	across	across	ADP
ajst-30226	7	25	the	the	DET
ajst-30226	7	26	country	country	NOUN
ajst-30226	7	27	.	.	PUNCT
ajst-30226	8	1	after	after	ADP
ajst-30226	8	2	testing	test	VERB
ajst-30226	8	3	with	with	ADP
ajst-30226	8	4	gaofen-1	gaofen-1	PROPN
ajst-30226	8	5	data	datum	NOUN
ajst-30226	8	6	in	in	ADP
ajst-30226	8	7	the	the	DET
ajst-30226	8	8	internal	internal	ADJ
ajst-30226	8	9	test	test	NOUN
ajst-30226	8	10	areas	area	NOUN
ajst-30226	8	11	of	of	ADP
ajst-30226	8	12	each	each	DET
ajst-30226	8	13	partition	partition	NOUN
ajst-30226	8	14	,	,	PUNCT
ajst-30226	8	15	the	the	DET
ajst-30226	8	16	overall	overall	ADJ
ajst-30226	8	17	accuracy	accuracy	NOUN
ajst-30226	8	18	of	of	ADP
ajst-30226	8	19	impermeable	impermeable	ADJ
ajst-30226	8	20	surface	surface	NOUN
ajst-30226	8	21	extraction	extraction	NOUN
ajst-30226	8	22	exceeded	exceed	VERB
ajst-30226	8	23	90	90	NUM
ajst-30226	8	24	%	%	NOUN
ajst-30226	8	25	.	.	PUNCT
ajst-30226	9	1	the	the	DET
ajst-30226	9	2	sample	sample	NOUN
ajst-30226	9	3	migration	migration	NOUN
ajst-30226	9	4	characteristic	characteristic	ADJ
ajst-30226	9	5	experiment	experiment	NOUN
ajst-30226	9	6	shows	show	VERB
ajst-30226	9	7	that	that	SCONJ
ajst-30226	9	8	the	the	DET
ajst-30226	9	9	model	model	NOUN
ajst-30226	9	10	extraction	extraction	NOUN
ajst-30226	9	11	accuracy	accuracy	NOUN
ajst-30226	9	12	within	within	ADP
ajst-30226	9	13	the	the	DET
ajst-30226	9	14	same	same	ADJ
ajst-30226	9	15	ecological	ecological	ADJ
ajst-30226	9	16	geographical	geographical	ADJ
ajst-30226	9	17	zone	zone	NOUN
ajst-30226	9	18	is	be	AUX
ajst-30226	9	19	the	the	DET
ajst-30226	9	20	highest	high	ADJ
ajst-30226	9	21	and	and	CCONJ
ajst-30226	9	22	the	the	DET
ajst-30226	9	23	effect	effect	NOUN
ajst-30226	9	24	is	be	AUX
ajst-30226	9	25	significant	significant	ADJ
ajst-30226	9	26	,	,	PUNCT
ajst-30226	9	27	and	and	CCONJ
ajst-30226	9	28	the	the	DET
ajst-30226	9	29	overall	overall	ADJ
ajst-30226	9	30	accuracy	accuracy	NOUN
ajst-30226	9	31	of	of	ADP
ajst-30226	9	32	models	model	NOUN
ajst-30226	9	33	in	in	ADP
ajst-30226	9	34	different	different	ADJ
ajst-30226	9	35	ecological	ecological	ADJ
ajst-30226	9	36	geographical	geographical	ADJ
ajst-30226	9	37	zones	zone	NOUN
ajst-30226	9	38	is	be	AUX
ajst-30226	9	39	increased	increase	VERB
ajst-30226	9	40	by	by	ADP
ajst-30226	9	41	at	at	ADV
ajst-30226	9	42	least	least	ADV
ajst-30226	9	43	1.44	1.44	NUM
ajst-30226	9	44	%	%	NOUN
ajst-30226	9	45	.	.	PUNCT
ajst-30226	10	1	the	the	DET
ajst-30226	10	2	method	method	NOUN
ajst-30226	10	3	of	of	ADP
ajst-30226	10	4	automatically	automatically	ADV
ajst-30226	10	5	constructing	construct	VERB
ajst-30226	10	6	impervious	impervious	ADJ
ajst-30226	10	7	surface	surface	NOUN
ajst-30226	10	8	samples	sample	NOUN
ajst-30226	10	9	proposed	propose	VERB
ajst-30226	10	10	in	in	ADP
ajst-30226	10	11	this	this	DET
ajst-30226	10	12	article	article	NOUN
ajst-30226	10	13	not	not	PART
ajst-30226	10	14	only	only	ADV
ajst-30226	10	15	achieves	achieve	VERB
ajst-30226	10	16	ideal	ideal	ADJ
ajst-30226	10	17	results	result	NOUN
ajst-30226	10	18	in	in	ADP
ajst-30226	10	19	terms	term	NOUN
ajst-30226	10	20	of	of	ADP
ajst-30226	10	21	accuracy	accuracy	NOUN
ajst-30226	10	22	,	,	PUNCT
ajst-30226	10	23	but	but	CCONJ
ajst-30226	10	24	also	also	ADV
ajst-30226	10	25	has	have	VERB
ajst-30226	10	26	geographical	geographical	ADJ
ajst-30226	10	27	generalization	generalization	NOUN
ajst-30226	10	28	.	.	PUNCT
ajst-30226	11	1	keywords	keyword	NOUN
ajst-30226	11	2	:	:	PUNCT
ajst-30226	11	3	impervious	impervious	ADJ
ajst-30226	11	4	water	water	NOUN
ajst-30226	11	5	surface	surface	NOUN
ajst-30226	11	6	;	;	PUNCT
ajst-30226	11	7	deep	deep	ADJ
ajst-30226	11	8	learning	learning	NOUN
ajst-30226	11	9	;	;	PUNCT
ajst-30226	11	10	automatically	automatically	ADV
ajst-30226	11	11	build	build	VERB
ajst-30226	11	12	samples	sample	NOUN
ajst-30226	11	13	;	;	PUNCT
ajst-30226	11	14	geographical	geographical	ADJ
ajst-30226	11	15	division	division	NOUN
ajst-30226	11	16	.	.	PUNCT
ajst-30226	12	1	1	1	X
ajst-30226	12	2	.	.	X
ajst-30226	12	3	introduction	introduction	NOUN
ajst-30226	12	4	in	in	ADP
ajst-30226	12	5	academic	academic	ADJ
ajst-30226	12	6	research	research	NOUN
ajst-30226	12	7	,	,	PUNCT
ajst-30226	12	8	impervious	impervious	ADJ
ajst-30226	12	9	surface	surface	NOUN
ajst-30226	12	10	area	area	NOUN
ajst-30226	12	11	(	(	PUNCT
ajst-30226	12	12	isa	isa	NOUN
ajst-30226	12	13	)	)	PUNCT
ajst-30226	12	14	refers	refer	VERB
ajst-30226	12	15	to	to	ADP
ajst-30226	12	16	natural	natural	ADJ
ajst-30226	12	17	or	or	CCONJ
ajst-30226	12	18	man	man	NOUN
ajst-30226	12	19	-	-	PUNCT
ajst-30226	12	20	made	make	VERB
ajst-30226	12	21	substances	substance	NOUN
ajst-30226	12	22	that	that	PRON
ajst-30226	12	23	can	can	AUX
ajst-30226	12	24	prevent	prevent	VERB
ajst-30226	12	25	water	water	NOUN
ajst-30226	12	26	from	from	ADP
ajst-30226	12	27	penetrating	penetrate	VERB
ajst-30226	12	28	below	below	ADP
ajst-30226	12	29	the	the	DET
ajst-30226	12	30	surface	surface	NOUN
ajst-30226	12	31	.	.	PUNCT
ajst-30226	13	1	it	it	PRON
ajst-30226	13	2	is	be	AUX
ajst-30226	13	3	one	one	NUM
ajst-30226	13	4	of	of	ADP
ajst-30226	13	5	the	the	DET
ajst-30226	13	6	main	main	ADJ
ajst-30226	13	7	signs	sign	NOUN
ajst-30226	13	8	of	of	ADP
ajst-30226	13	9	urbanization	urbanization	NOUN
ajst-30226	13	10	.	.	PUNCT
ajst-30226	14	1	increases	increase	NOUN
ajst-30226	14	2	in	in	ADP
ajst-30226	14	3	impervious	impervious	ADJ
ajst-30226	14	4	surface	surface	NOUN
ajst-30226	14	5	can	can	AUX
ajst-30226	14	6	exacerbate	exacerbate	VERB
ajst-30226	14	7	ecological	ecological	ADJ
ajst-30226	14	8	problems	problem	NOUN
ajst-30226	14	9	such	such	ADJ
ajst-30226	14	10	as	as	ADP
ajst-30226	14	11	surface	surface	NOUN
ajst-30226	14	12	runoff	runoff	NOUN
ajst-30226	14	13	and	and	CCONJ
ajst-30226	14	14	are	be	AUX
ajst-30226	14	15	critical	critical	ADJ
ajst-30226	14	16	to	to	ADP
ajst-30226	14	17	supporting	support	VERB
ajst-30226	14	18	urban	urban	ADJ
ajst-30226	14	19	environment	environment	NOUN
ajst-30226	14	20	and	and	CCONJ
ajst-30226	14	21	ecosystem	ecosystem	NOUN
ajst-30226	14	22	management[1	management[1	NOUN
ajst-30226	14	23	]	]	PUNCT
ajst-30226	14	24	.	.	PUNCT
ajst-30226	15	1	remote	remote	ADJ
ajst-30226	15	2	sensing	sense	VERB
ajst-30226	15	3	image	image	NOUN
ajst-30226	15	4	data	datum	NOUN
ajst-30226	15	5	are	be	AUX
ajst-30226	15	6	growing	grow	VERB
ajst-30226	15	7	rapidly	rapidly	ADV
ajst-30226	15	8	in	in	ADP
ajst-30226	15	9	geometric	geometric	ADJ
ajst-30226	15	10	progression	progression	NOUN
ajst-30226	15	11	and	and	CCONJ
ajst-30226	15	12	have	have	AUX
ajst-30226	15	13	become	become	VERB
ajst-30226	15	14	an	an	DET
ajst-30226	15	15	important	important	ADJ
ajst-30226	15	16	source	source	NOUN
ajst-30226	15	17	of	of	ADP
ajst-30226	15	18	data	datum	NOUN
ajst-30226	15	19	for	for	ADP
ajst-30226	15	20	the	the	DET
ajst-30226	15	21	extraction	extraction	NOUN
ajst-30226	15	22	of	of	ADP
ajst-30226	15	23	surface	surface	NOUN
ajst-30226	15	24	information[2]the	information[2]the	PRON
ajst-30226	15	25	extraction	extraction	NOUN
ajst-30226	15	26	methods	method	NOUN
ajst-30226	15	27	of	of	ADP
ajst-30226	15	28	impervious	impervious	ADJ
ajst-30226	15	29	surfaces	surface	NOUN
ajst-30226	15	30	are	be	AUX
ajst-30226	15	31	mainly	mainly	ADV
ajst-30226	15	32	categorized	categorize	VERB
ajst-30226	15	33	into	into	ADP
ajst-30226	15	34	spectral	spectral	ADJ
ajst-30226	15	35	mixture	mixture	NOUN
ajst-30226	15	36	analysis	analysis	NOUN
ajst-30226	15	37	,	,	PUNCT
ajst-30226	15	38	exponential	exponential	ADJ
ajst-30226	15	39	method	method	NOUN
ajst-30226	15	40	and	and	CCONJ
ajst-30226	15	41	machine	machine	NOUN
ajst-30226	15	42	learning	learning	NOUN
ajst-30226	15	43	algorithms	algorithm	NOUN
ajst-30226	15	44	.	.	PUNCT
ajst-30226	16	1	remote	remote	ADJ
ajst-30226	16	2	sensing	sense	VERB
ajst-30226	16	3	information	information	NOUN
ajst-30226	16	4	extraction	extraction	NOUN
ajst-30226	16	5	has	have	AUX
ajst-30226	16	6	gradually	gradually	ADV
ajst-30226	16	7	evolved	evolve	VERB
ajst-30226	16	8	from	from	ADP
ajst-30226	16	9	timeconsuming	timeconsuming	ADJ
ajst-30226	16	10	manual	manual	ADJ
ajst-30226	16	11	visual	visual	ADJ
ajst-30226	16	12	interpretation	interpretation	NOUN
ajst-30226	16	13	to	to	ADP
ajst-30226	16	14	automated	automate	VERB
ajst-30226	16	15	extraction	extraction	NOUN
ajst-30226	16	16	techniques	technique	NOUN
ajst-30226	16	17	,	,	PUNCT
ajst-30226	16	18	such	such	ADJ
ajst-30226	16	19	as	as	ADP
ajst-30226	16	20	machine	machine	NOUN
ajst-30226	16	21	learning	learning	NOUN
ajst-30226	16	22	and	and	CCONJ
ajst-30226	16	23	deep	deep	ADJ
ajst-30226	16	24	learning[3	learning[3	PROPN
ajst-30226	16	25	-	-	SYM
ajst-30226	16	26	5	5	NUM
ajst-30226	16	27	]	]	PUNCT
ajst-30226	16	28	.	.	PUNCT
ajst-30226	17	1	training	training	NOUN
ajst-30226	17	2	samples	sample	NOUN
ajst-30226	17	3	are	be	AUX
ajst-30226	17	4	the	the	DET
ajst-30226	17	5	basis	basis	NOUN
ajst-30226	17	6	of	of	ADP
ajst-30226	17	7	deep	deep	ADJ
ajst-30226	17	8	learning	learning	NOUN
ajst-30226	17	9	model	model	NOUN
ajst-30226	17	10	construction	construction	NOUN
ajst-30226	17	11	,	,	PUNCT
ajst-30226	17	12	and	and	CCONJ
ajst-30226	17	13	the	the	DET
ajst-30226	17	14	quality	quality	NOUN
ajst-30226	17	15	and	and	CCONJ
ajst-30226	17	16	quantity	quantity	NOUN
ajst-30226	17	17	of	of	ADP
ajst-30226	17	18	training	training	NOUN
ajst-30226	17	19	samples	sample	NOUN
ajst-30226	17	20	decide	decide	VERB
ajst-30226	17	21	the	the	DET
ajst-30226	17	22	model	model	NOUN
ajst-30226	17	23	classification[4]the	classification[4]the	DET
ajst-30226	17	24	main	main	ADJ
ajst-30226	17	25	purpose	purpose	NOUN
ajst-30226	17	26	of	of	ADP
ajst-30226	17	27	deep	deep	ADJ
ajst-30226	17	28	learning	learning	NOUN
ajst-30226	17	29	remote	remote	ADJ
ajst-30226	17	30	sensing	sense	VERB
ajst-30226	17	31	image	image	NOUN
ajst-30226	17	32	samples	sample	NOUN
ajst-30226	17	33	is	be	AUX
ajst-30226	17	34	to	to	PART
ajst-30226	17	35	obtain	obtain	VERB
ajst-30226	17	36	samples	sample	NOUN
ajst-30226	17	37	by	by	ADP
ajst-30226	17	38	manual	manual	ADJ
ajst-30226	17	39	labeling	labeling	NOUN
ajst-30226	17	40	and	and	CCONJ
ajst-30226	17	41	automatic	automatic	ADJ
ajst-30226	17	42	acquisition	acquisition	NOUN
ajst-30226	17	43	.	.	PUNCT
ajst-30226	18	1	for	for	ADP
ajst-30226	18	2	the	the	DET
ajst-30226	18	3	acquisition	acquisition	NOUN
ajst-30226	18	4	of	of	ADP
ajst-30226	18	5	deep	deep	ADJ
ajst-30226	18	6	learning	learning	NOUN
ajst-30226	18	7	remote	remote	ADJ
ajst-30226	18	8	sensing	sense	VERB
ajst-30226	18	9	image	image	NOUN
ajst-30226	18	10	samples	sample	NOUN
ajst-30226	18	11	,	,	PUNCT
ajst-30226	18	12	manual	manual	ADJ
ajst-30226	18	13	labeling	labeling	NOUN
ajst-30226	18	14	of	of	ADP
ajst-30226	18	15	samples	sample	NOUN
ajst-30226	18	16	and	and	CCONJ
ajst-30226	18	17	automatic	automatic	ADJ
ajst-30226	18	18	acquisition	acquisition	NOUN
ajst-30226	18	19	of	of	ADP
ajst-30226	18	20	samples	sample	NOUN
ajst-30226	18	21	are	be	AUX
ajst-30226	18	22	mainly	mainly	ADV
ajst-30226	18	23	used	use	VERB
ajst-30226	18	24	at	at	ADP
ajst-30226	18	25	this	this	DET
ajst-30226	18	26	stage	stage	NOUN
ajst-30226	18	27	.	.	PUNCT
ajst-30226	19	1	manual	manual	ADJ
ajst-30226	19	2	labeling	labeling	NOUN
ajst-30226	19	3	refers	refer	VERB
ajst-30226	19	4	to	to	ADP
ajst-30226	19	5	the	the	DET
ajst-30226	19	6	visual	visual	ADJ
ajst-30226	19	7	interpretation	interpretation	NOUN
ajst-30226	19	8	of	of	ADP
ajst-30226	19	9	feature	feature	NOUN
ajst-30226	19	10	information	information	NOUN
ajst-30226	19	11	of	of	ADP
ajst-30226	19	12	remote	remote	ADJ
ajst-30226	19	13	sensing	sensing	NOUN
ajst-30226	19	14	images	image	NOUN
ajst-30226	19	15	by	by	ADP
ajst-30226	19	16	experts	expert	NOUN
ajst-30226	19	17	,	,	PUNCT
ajst-30226	19	18	which	which	PRON
ajst-30226	19	19	is	be	AUX
ajst-30226	19	20	highly	highly	ADV
ajst-30226	19	21	operable	operable	ADJ
ajst-30226	19	22	and	and	CCONJ
ajst-30226	19	23	accurate	accurate	ADJ
ajst-30226	19	24	,	,	PUNCT
ajst-30226	19	25	but	but	CCONJ
ajst-30226	19	26	subjective	subjective	ADJ
ajst-30226	19	27	and	and	CCONJ
ajst-30226	19	28	inefficient[6	inefficient[6	NOUN
ajst-30226	19	29	]	]	PUNCT
ajst-30226	19	30	.	.	PUNCT
ajst-30226	20	1	automated	automate	VERB
ajst-30226	20	2	sample	sample	NOUN
ajst-30226	20	3	construction	construction	NOUN
ajst-30226	20	4	methods	method	NOUN
ajst-30226	20	5	,	,	PUNCT
ajst-30226	20	6	on	on	ADP
ajst-30226	20	7	the	the	DET
ajst-30226	20	8	other	other	ADJ
ajst-30226	20	9	hand	hand	NOUN
ajst-30226	20	10	,	,	PUNCT
ajst-30226	20	11	mostly	mostly	ADV
ajst-30226	20	12	use	use	VERB
ajst-30226	20	13	machine	machine	NOUN
ajst-30226	20	14	learning	learning	NOUN
ajst-30226	20	15	or	or	CCONJ
ajst-30226	20	16	a	a	DET
ajst-30226	20	17	combination	combination	NOUN
ajst-30226	20	18	with	with	ADP
ajst-30226	20	19	manual	manual	ADJ
ajst-30226	20	20	interpretation	interpretation	NOUN
ajst-30226	20	21	,	,	PUNCT
ajst-30226	20	22	article[7]positive	article[7]positive	ADJ
ajst-30226	20	23	sample	sample	NOUN
ajst-30226	20	24	expansion	expansion	NOUN
ajst-30226	20	25	based	base	VERB
ajst-30226	20	26	on	on	ADP
ajst-30226	20	27	supervised	supervised	ADJ
ajst-30226	20	28	classification	classification	NOUN
ajst-30226	20	29	mechanism	mechanism	NOUN
ajst-30226	20	30	with	with	ADP
ajst-30226	20	31	manually	manually	ADV
ajst-30226	20	32	labeled	label	VERB
ajst-30226	20	33	single	single	ADJ
ajst-30226	20	34	positive	positive	ADJ
ajst-30226	20	35	samples	sample	NOUN
ajst-30226	20	36	to	to	PART
ajst-30226	20	37	extract	extract	VERB
ajst-30226	20	38	rural	rural	ADJ
ajst-30226	20	39	residential	residential	ADJ
ajst-30226	20	40	land	land	NOUN
ajst-30226	20	41	in	in	ADP
ajst-30226	20	42	north	north	PROPN
ajst-30226	20	43	china	china	PROPN
ajst-30226	20	44	plain	plain	PROPN
ajst-30226	20	45	.	.	PUNCT
ajst-30226	21	1	article[8]remote	article[8]remote	X
ajst-30226	21	2	sensing	sense	VERB
ajst-30226	21	3	images	image	NOUN
ajst-30226	21	4	and	and	CCONJ
ajst-30226	21	5	corresponding	corresponding	ADJ
ajst-30226	21	6	historical	historical	ADJ
ajst-30226	21	7	interpretation	interpretation	NOUN
ajst-30226	21	8	data	datum	NOUN
ajst-30226	21	9	are	be	AUX
ajst-30226	21	10	used	use	VERB
ajst-30226	21	11	to	to	PART
ajst-30226	21	12	construct	construct	VERB
ajst-30226	21	13	a	a	DET
ajst-30226	21	14	sample	sample	NOUN
ajst-30226	21	15	data	datum	NOUN
ajst-30226	21	16	set	set	VERB
ajst-30226	21	17	,	,	PUNCT
ajst-30226	21	18	and	and	CCONJ
ajst-30226	21	19	a	a	DET
ajst-30226	21	20	deep	deep	ADJ
ajst-30226	21	21	convolutional	convolutional	ADJ
ajst-30226	21	22	neural	neural	ADJ
ajst-30226	21	23	network	network	NOUN
ajst-30226	21	24	is	be	AUX
ajst-30226	21	25	trained	train	VERB
ajst-30226	21	26	to	to	PART
ajst-30226	21	27	obtain	obtain	VERB
ajst-30226	21	28	a	a	DET
ajst-30226	21	29	pre	pre	ADJ
ajst-30226	21	30	-	-	ADJ
ajst-30226	21	31	trained	train	VERB
ajst-30226	21	32	model	model	NOUN
ajst-30226	21	33	.	.	PUNCT
ajst-30226	22	1	the	the	DET
ajst-30226	22	2	expansion	expansion	NOUN
ajst-30226	22	3	of	of	ADP
ajst-30226	22	4	the	the	DET
ajst-30226	22	5	sample	sample	NOUN
ajst-30226	22	6	library	library	NOUN
ajst-30226	22	7	based	base	VERB
ajst-30226	22	8	on	on	ADP
ajst-30226	22	9	existing	exist	VERB
ajst-30226	22	10	areas	area	NOUN
ajst-30226	22	11	can	can	AUX
ajst-30226	22	12	not	not	PART
ajst-30226	22	13	meet	meet	VERB
ajst-30226	22	14	the	the	DET
ajst-30226	22	15	needs	need	NOUN
ajst-30226	22	16	for	for	ADP
ajst-30226	22	17	rapid	rapid	ADJ
ajst-30226	22	18	extraction	extraction	NOUN
ajst-30226	22	19	of	of	ADP
ajst-30226	22	20	large	large	ADJ
ajst-30226	22	21	-	-	PUNCT
ajst-30226	22	22	scale	scale	NOUN
ajst-30226	22	23	feature	feature	NOUN
ajst-30226	22	24	information	information	NOUN
ajst-30226	22	25	.	.	PUNCT
ajst-30226	23	1	kristofer	kristofer	PROPN
ajst-30226	23	2	lasko[9]fitting	lasko[9]fitte	VERB
ajst-30226	23	3	machine	machine	NOUN
ajst-30226	23	4	learning	learning	NOUN
ajst-30226	23	5	classifiers	classifier	NOUN
ajst-30226	23	6	using	use	VERB
ajst-30226	23	7	spectrally	spectrally	ADV
ajst-30226	23	8	balanced	balanced	ADJ
ajst-30226	23	9	and	and	CCONJ
ajst-30226	23	10	randomly	randomly	ADV
ajst-30226	23	11	generated	generate	VERB
ajst-30226	23	12	training	training	NOUN
ajst-30226	23	13	datasets	dataset	NOUN
ajst-30226	23	14	based	base	VERB
ajst-30226	23	15	on	on	ADP
ajst-30226	23	16	metric	metric	ADJ
ajst-30226	23	17	values	value	NOUN
ajst-30226	23	18	and	and	CCONJ
ajst-30226	23	19	optimal	optimal	ADJ
ajst-30226	23	20	thresholds	threshold	NOUN
ajst-30226	23	21	.	.	PUNCT
ajst-30226	24	1	article[10]the	article[10]the	DET
ajst-30226	24	2	unique	unique	ADJ
ajst-30226	24	3	phenological	phenological	ADJ
ajst-30226	24	4	and	and	CCONJ
ajst-30226	24	5	spectral	spectral	ADJ
ajst-30226	24	6	characteristics	characteristic	NOUN
ajst-30226	24	7	of	of	ADP
ajst-30226	24	8	winter	winter	NOUN
ajst-30226	24	9	wheat	wheat	NOUN
ajst-30226	24	10	are	be	AUX
ajst-30226	24	11	used	use	VERB
ajst-30226	24	12	to	to	PART
ajst-30226	24	13	identify	identify	VERB
ajst-30226	24	14	the	the	DET
ajst-30226	24	15	provincial	provincial	ADJ
ajst-30226	24	16	training	training	NOUN
ajst-30226	24	17	samples	sample	NOUN
ajst-30226	24	18	of	of	ADP
ajst-30226	24	19	winter	winter	NOUN
ajst-30226	24	20	wheat	wheat	NOUN
ajst-30226	24	21	one	one	NUM
ajst-30226	24	22	-	-	PUNCT
ajst-30226	24	23	class	class	NOUN
ajst-30226	24	24	support	support	NOUN
ajst-30226	24	25	vector	vector	NOUN
ajst-30226	24	26	machine	machine	NOUN
ajst-30226	24	27	(	(	PUNCT
ajst-30226	24	28	ocsvm	ocsvm	ADV
ajst-30226	24	29	)	)	PUNCT
ajst-30226	24	30	.	.	PUNCT
ajst-30226	25	1	however	however	ADV
ajst-30226	25	2	,	,	PUNCT
ajst-30226	25	3	the	the	DET
ajst-30226	25	4	classifier	classifier	NOUN
ajst-30226	25	5	relies	rely	VERB
ajst-30226	25	6	on	on	ADP
ajst-30226	25	7	parameter	parameter	NOUN
ajst-30226	25	8	settings	setting	NOUN
ajst-30226	25	9	to	to	PART
ajst-30226	25	10	achieve	achieve	VERB
ajst-30226	25	11	the	the	DET
ajst-30226	25	12	same	same	ADJ
ajst-30226	25	13	quality	quality	NOUN
ajst-30226	25	14	classification	classification	NOUN
ajst-30226	25	15	results	result	NOUN
ajst-30226	25	16	in	in	ADP
ajst-30226	25	17	other	other	ADJ
ajst-30226	25	18	areas	area	NOUN
ajst-30226	25	19	.	.	PUNCT
ajst-30226	26	1	therefore	therefore	ADV
ajst-30226	26	2	,	,	PUNCT
ajst-30226	26	3	constructing	construct	VERB
ajst-30226	26	4	a	a	DET
ajst-30226	26	5	sufficient	sufficient	ADJ
ajst-30226	26	6	and	and	CCONJ
ajst-30226	26	7	representative	representative	ADJ
ajst-30226	26	8	sample	sample	NOUN
ajst-30226	26	9	data	datum	NOUN
ajst-30226	26	10	set	set	VERB
ajst-30226	26	11	is	be	AUX
ajst-30226	26	12	crucial	crucial	ADJ
ajst-30226	26	13	for	for	ADP
ajst-30226	26	14	deep	deep	ADJ
ajst-30226	26	15	learning	learning	NOUN
ajst-30226	26	16	to	to	PART
ajst-30226	26	17	extract	extract	VERB
ajst-30226	26	18	large	large	ADJ
ajst-30226	26	19	-	-	PUNCT
ajst-30226	26	20	scale	scale	NOUN
ajst-30226	26	21	impervious	impervious	ADJ
ajst-30226	26	22	surfaces.[4	surfaces.[4	NOUN
ajst-30226	26	23	]	]	X
ajst-30226	26	24	。	。	PUNCT
ajst-30226	26	25	some	some	DET
ajst-30226	26	26	scholars	scholar	NOUN
ajst-30226	26	27	have	have	AUX
ajst-30226	26	28	attempted	attempt	VERB
ajst-30226	26	29	to	to	PART
ajst-30226	26	30	extract	extract	VERB
ajst-30226	26	31	training	training	NOUN
ajst-30226	26	32	data	datum	NOUN
ajst-30226	26	33	from	from	ADP
ajst-30226	26	34	historical	historical	ADJ
ajst-30226	26	35	land	land	NOUN
ajst-30226	26	36	cover	cover	NOUN
ajst-30226	26	37	products	product	NOUN
ajst-30226	26	38	,	,	PUNCT
ajst-30226	26	39	the[11	the[11	NUM
ajst-30226	26	40	]	]	PUNCT
ajst-30226	26	41	.	.	PUNCT
ajst-30226	27	1	article[12]this	article[12]this	DET
ajst-30226	27	2	paper	paper	NOUN
ajst-30226	27	3	discusses	discuss	VERB
ajst-30226	27	4	an	an	DET
ajst-30226	27	5	automatic	automatic	ADJ
ajst-30226	27	6	extraction	extraction	NOUN
ajst-30226	27	7	method	method	NOUN
ajst-30226	27	8	of	of	ADP
ajst-30226	27	9	land	land	NOUN
ajst-30226	27	10	cover	cover	NOUN
ajst-30226	27	11	samples	sample	NOUN
ajst-30226	27	12	.	.	PUNCT
ajst-30226	28	1	compared	compare	VERB
ajst-30226	28	2	with	with	ADP
ajst-30226	28	3	single	single	ADJ
ajst-30226	28	4	-	-	PUNCT
ajst-30226	28	5	source	source	NOUN
ajst-30226	28	6	samples	sample	NOUN
ajst-30226	28	7	,	,	PUNCT
ajst-30226	28	8	automatic	automatic	ADJ
ajst-30226	28	9	extraction	extraction	NOUN
ajst-30226	28	10	of	of	ADP
ajst-30226	28	11	land	land	NOUN
ajst-30226	28	12	cover	cover	NOUN
ajst-30226	28	13	samples	sample	NOUN
ajst-30226	28	14	using	use	VERB
ajst-30226	28	15	multi	multi	ADJ
ajst-30226	28	16	-	-	ADJ
ajst-30226	28	17	source	source	NOUN
ajst-30226	28	18	data	datum	NOUN
ajst-30226	28	19	can	can	AUX
ajst-30226	28	20	achieve	achieve	VERB
ajst-30226	28	21	better	well	ADJ
ajst-30226	28	22	classification	classification	NOUN
ajst-30226	28	23	stability	stability	NOUN
ajst-30226	28	24	.	.	PUNCT
ajst-30226	29	1	zhang	zhang	PROPN
ajst-30226	29	2	et	et	PROPN
ajst-30226	29	3	al.[13]human	al.[13]human	PROPN
ajst-30226	29	4	comparative	comparative	ADJ
ajst-30226	29	5	analysis	analysis	NOUN
ajst-30226	29	6	of	of	ADP
ajst-30226	29	7	glc_fcs30	glc_fcs30	NOUN
ajst-30226	29	8	in	in	ADP
ajst-30226	29	9	15	15	NUM
ajst-30226	29	10	experimental	experimental	ADJ
ajst-30226	29	11	areas[14]、nuaci[15]、ghsl[16]、hbase[17]surface	areas[14]、nuaci[15]、ghsl[16]、hbase[17]surface	PROPN
ajst-30226	29	12	coverage	coverage	NOUN
ajst-30226	29	13	product	product	NOUN
ajst-30226	29	14	accuracy	accuracy	NOUN
ajst-30226	30	1	,	,	PUNCT
ajst-30226	30	2	experiments	experiment	NOUN
ajst-30226	30	3	have	have	AUX
ajst-30226	30	4	proven	prove	VERB
ajst-30226	30	5	that	that	SCONJ
ajst-30226	30	6	the	the	DET
ajst-30226	30	7	overall	overall	ADJ
ajst-30226	30	8	accuracy	accuracy	NOUN
ajst-30226	30	9	of	of	ADP
ajst-30226	30	10	the	the	DET
ajst-30226	30	11	glc_fcs30	glc_fcs30	NOUN
ajst-30226	30	12	product	product	NOUN
ajst-30226	30	13	is	be	AUX
ajst-30226	30	14	the	the	DET
ajst-30226	30	15	highest	high	ADJ
ajst-30226	30	16	at	at	ADP
ajst-30226	30	17	95.10%[18	95.10%[18	NUM
ajst-30226	30	18	]	]	PUNCT
ajst-30226	30	19	.	.	PUNCT
ajst-30226	31	1	global	global	ADJ
ajst-30226	31	2	30	30	NUM
ajst-30226	31	3	-	-	PUNCT
ajst-30226	31	4	meter	meter	NOUN
ajst-30226	31	5	impervious	impervious	ADJ
ajst-30226	31	6	surface	surface	NOUN
ajst-30226	31	7	product	product	NOUN
ajst-30226	31	8	(	(	PUNCT
ajst-30226	31	9	gisa)[19]using	gisa)[19]use	VERB
ajst-30226	31	10	the	the	DET
ajst-30226	31	11	entire	entire	ADJ
ajst-30226	31	12	world	world	NOUN
ajst-30226	31	13	as	as	ADP
ajst-30226	31	14	a	a	DET
ajst-30226	31	15	research	research	NOUN
ajst-30226	31	16	area	area	NOUN
ajst-30226	31	17	to	to	PART
ajst-30226	31	18	extract	extract	VERB
ajst-30226	31	19	impervious	impervious	ADJ
ajst-30226	31	20	surfaces	surface	NOUN
ajst-30226	31	21	,	,	PUNCT
ajst-30226	31	22	the	the	DET
ajst-30226	31	23	time	time	NOUN
ajst-30226	31	24	span	span	NOUN
ajst-30226	31	25	is	be	AUX
ajst-30226	31	26	as	as	ADV
ajst-30226	31	27	long	long	ADJ
ajst-30226	31	28	as	as	ADP
ajst-30226	31	29	37	37	NUM
ajst-30226	31	30	years	year	NOUN
ajst-30226	31	31	,	,	PUNCT
ajst-30226	31	32	and	and	CCONJ
ajst-30226	31	33	gisa	gisa	NOUN
ajst-30226	31	34	's	's	PART
ajst-30226	31	35	producer	producer	NOUN
ajst-30226	31	36	accuracy	accuracy	NOUN
ajst-30226	31	37	and	and	CCONJ
ajst-30226	31	38	user	user	NOUN
ajst-30226	31	39	accuracy	accuracy	NOUN
ajst-30226	31	40	are	be	AUX
ajst-30226	31	41	both	both	PRON
ajst-30226	31	42	very	very	ADV
ajst-30226	31	43	high.[19	high.[19	NOUN
ajst-30226	31	44	]	]	PUNCT
ajst-30226	31	45	.	.	PUNCT
ajst-30226	32	1	considering	consider	VERB
ajst-30226	32	2	the	the	DET
ajst-30226	32	3	spatiotemporal	spatiotemporal	ADJ
ajst-30226	32	4	consistency	consistency	NOUN
ajst-30226	32	5	and	and	CCONJ
ajst-30226	32	6	313	313	NUM
ajst-30226	32	7	classification	classification	NOUN
ajst-30226	32	8	stability	stability	NOUN
ajst-30226	32	9	between	between	ADP
ajst-30226	32	10	products	product	NOUN
ajst-30226	32	11	,	,	PUNCT
ajst-30226	32	12	this	this	DET
ajst-30226	32	13	paper	paper	NOUN
ajst-30226	32	14	proposes	propose	VERB
ajst-30226	32	15	a	a	DET
ajst-30226	32	16	method	method	NOUN
ajst-30226	32	17	that	that	PRON
ajst-30226	32	18	combines	combine	VERB
ajst-30226	32	19	optimized	optimize	VERB
ajst-30226	32	20	gisa	gisa	NOUN
ajst-30226	32	21	,	,	PUNCT
ajst-30226	32	22	glc_fcs30	glc_fcs30	NOUN
ajst-30226	32	23	surface	surface	NOUN
ajst-30226	32	24	coverage	coverage	NOUN
ajst-30226	32	25	products	product	NOUN
ajst-30226	32	26	and	and	CCONJ
ajst-30226	32	27	gaofen-1	gaofen-1	NUM
ajst-30226	32	28	images	image	NOUN
ajst-30226	32	29	to	to	PART
ajst-30226	32	30	automatically	automatically	ADV
ajst-30226	32	31	construct	construct	VERB
ajst-30226	32	32	an	an	DET
ajst-30226	32	33	impervious	impervious	ADJ
ajst-30226	32	34	surface	surface	NOUN
ajst-30226	32	35	sample	sample	NOUN
ajst-30226	32	36	set	set	NOUN
ajst-30226	32	37	.	.	PUNCT
ajst-30226	33	1	impervious	impervious	ADJ
ajst-30226	33	2	surfaces	surface	NOUN
ajst-30226	33	3	behave	behave	VERB
ajst-30226	33	4	similarly	similarly	ADV
ajst-30226	33	5	to	to	ADP
ajst-30226	33	6	bare	bare	ADJ
ajst-30226	33	7	ground	ground	NOUN
ajst-30226	33	8	in	in	ADP
ajst-30226	33	9	more	more	ADJ
ajst-30226	33	10	arid	arid	ADJ
ajst-30226	33	11	areas	area	NOUN
ajst-30226	33	12	and	and	CCONJ
ajst-30226	33	13	to	to	ADP
ajst-30226	33	14	bodies	body	NOUN
ajst-30226	33	15	of	of	ADP
ajst-30226	33	16	water	water	NOUN
ajst-30226	33	17	in	in	ADP
ajst-30226	33	18	wetter	wet	ADJ
ajst-30226	33	19	areas	area	NOUN
ajst-30226	33	20	.	.	PUNCT
ajst-30226	34	1	article[20]seasonal	article[20]seasonal	ADJ
ajst-30226	34	2	impervious	impervious	ADJ
ajst-30226	34	3	surface	surface	NOUN
ajst-30226	34	4	extraction	extraction	NOUN
ajst-30226	34	5	was	be	AUX
ajst-30226	34	6	carried	carry	VERB
ajst-30226	34	7	out	out	ADP
ajst-30226	34	8	in	in	ADP
ajst-30226	34	9	beijing	beijing	PROPN
ajst-30226	34	10	and	and	CCONJ
ajst-30226	34	11	nanjing	nanjing	PROPN
ajst-30226	34	12	.	.	PUNCT
ajst-30226	35	1	vegetation	vegetation	NOUN
ajst-30226	35	2	,	,	PUNCT
ajst-30226	35	3	water	water	NOUN
ajst-30226	35	4	,	,	PUNCT
ajst-30226	35	5	bare	bare	ADJ
ajst-30226	35	6	soil	soil	NOUN
ajst-30226	35	7	and	and	CCONJ
ajst-30226	35	8	surface	surface	NOUN
ajst-30226	35	9	temperature	temperature	NOUN
ajst-30226	35	10	were	be	AUX
ajst-30226	35	11	selected	select	VERB
ajst-30226	35	12	as	as	ADP
ajst-30226	35	13	influencing	influence	VERB
ajst-30226	35	14	factors	factor	NOUN
ajst-30226	35	15	,	,	PUNCT
ajst-30226	35	16	and	and	CCONJ
ajst-30226	35	17	geographical	geographical	ADJ
ajst-30226	35	18	detectors	detector	NOUN
ajst-30226	35	19	were	be	AUX
ajst-30226	35	20	used	use	VERB
ajst-30226	35	21	to	to	PART
ajst-30226	35	22	prove	prove	VERB
ajst-30226	35	23	that	that	SCONJ
ajst-30226	35	24	precipitation	precipitation	NOUN
ajst-30226	35	25	has	have	VERB
ajst-30226	35	26	an	an	DET
ajst-30226	35	27	impact	impact	NOUN
ajst-30226	35	28	on	on	ADP
ajst-30226	35	29	the	the	DET
ajst-30226	35	30	accuracy	accuracy	NOUN
ajst-30226	35	31	of	of	ADP
ajst-30226	35	32	impervious	impervious	ADJ
ajst-30226	35	33	surface	surface	NOUN
ajst-30226	35	34	extraction	extraction	NOUN
ajst-30226	35	35	.	.	PUNCT
ajst-30226	36	1	it	it	PRON
ajst-30226	36	2	can	can	AUX
ajst-30226	36	3	be	be	AUX
ajst-30226	36	4	seen	see	VERB
ajst-30226	36	5	that	that	SCONJ
ajst-30226	36	6	regional	regional	ADJ
ajst-30226	36	7	geographical	geographical	ADJ
ajst-30226	36	8	factors	factor	NOUN
ajst-30226	36	9	have	have	VERB
ajst-30226	36	10	varying	vary	VERB
ajst-30226	36	11	degrees	degree	NOUN
ajst-30226	36	12	of	of	ADP
ajst-30226	36	13	impact	impact	NOUN
ajst-30226	36	14	on	on	ADP
ajst-30226	36	15	impervious	impervious	ADJ
ajst-30226	36	16	surfaces	surface	NOUN
ajst-30226	36	17	.	.	PUNCT
ajst-30226	37	1	the	the	DET
ajst-30226	37	2	global	global	ADJ
ajst-30226	37	3	ecological	ecological	ADJ
ajst-30226	37	4	geographical	geographical	ADJ
ajst-30226	37	5	divisions	division	NOUN
ajst-30226	37	6	(	(	PUNCT
ajst-30226	37	7	ecoregions	ecoregion	NOUN
ajst-30226	37	8	)	)	PUNCT
ajst-30226	37	9	established	establish	VERB
ajst-30226	37	10	by	by	ADP
ajst-30226	37	11	the	the	DET
ajst-30226	37	12	world	world	NOUN
ajst-30226	37	13	fund	fund	NOUN
ajst-30226	37	14	divide	divide	VERB
ajst-30226	37	15	the	the	DET
ajst-30226	37	16	world	world	NOUN
ajst-30226	37	17	into	into	ADP
ajst-30226	37	18	867	867	NUM
ajst-30226	37	19	small	small	ADJ
ajst-30226	37	20	ecological	ecological	ADJ
ajst-30226	37	21	regions	region	NOUN
ajst-30226	37	22	.	.	PUNCT
ajst-30226	38	1	[	[	X
ajst-30226	38	2	21	21	NUM
ajst-30226	38	3	]	]	PUNCT
ajst-30226	38	4	.	.	PUNCT
ajst-30226	39	1	ecological	ecological	ADJ
ajst-30226	39	2	geographyzoning	geographyzoning	NOUN
ajst-30226	39	3	by	by	ADP
ajst-30226	39	4	geographic	geographic	ADJ
ajst-30226	39	5	attributes	attribute	NOUN
ajst-30226	39	6	,	,	PUNCT
ajst-30226	39	7	with	with	ADP
ajst-30226	39	8	similar	similar	ADJ
ajst-30226	39	9	biomes	biome	NOUN
ajst-30226	39	10	and	and	CCONJ
ajst-30226	39	11	regular	regular	ADJ
ajst-30226	39	12	surface	surface	NOUN
ajst-30226	39	13	cover	cover	NOUN
ajst-30226	39	14	changes	change	NOUN
ajst-30226	39	15	,	,	PUNCT
ajst-30226	39	16	can	can	AUX
ajst-30226	39	17	solve	solve	VERB
ajst-30226	39	18	the	the	DET
ajst-30226	39	19	problems	problem	NOUN
ajst-30226	39	20	faced	face	VERB
ajst-30226	39	21	by	by	ADP
ajst-30226	39	22	global	global	ADJ
ajst-30226	39	23	mapping	mapping	NOUN
ajst-30226	39	24	.	.	PUNCT
ajst-30226	40	1	however	however	ADV
ajst-30226	40	2	,	,	PUNCT
ajst-30226	40	3	there	there	PRON
ajst-30226	40	4	are	be	VERB
ajst-30226	40	5	few	few	ADJ
ajst-30226	40	6	studies	study	NOUN
ajst-30226	40	7	on	on	ADP
ajst-30226	40	8	the	the	DET
ajst-30226	40	9	automatic	automatic	ADJ
ajst-30226	40	10	generation	generation	NOUN
ajst-30226	40	11	of	of	ADP
ajst-30226	40	12	impervious	impervious	ADJ
ajst-30226	40	13	surface	surface	NOUN
ajst-30226	40	14	samples	sample	NOUN
ajst-30226	40	15	for	for	ADP
ajst-30226	40	16	eco	eco	NOUN
ajst-30226	40	17	-	-	PUNCT
ajst-30226	40	18	geographic	geographic	ADJ
ajst-30226	40	19	zoning	zoning	NOUN
ajst-30226	40	20	.	.	PUNCT
ajst-30226	41	1	in	in	ADP
ajst-30226	41	2	this	this	DET
ajst-30226	41	3	paper	paper	NOUN
ajst-30226	41	4	,	,	PUNCT
ajst-30226	41	5	we	we	PRON
ajst-30226	41	6	use	use	VERB
ajst-30226	41	7	the	the	DET
ajst-30226	41	8	method	method	NOUN
ajst-30226	41	9	of	of	ADP
ajst-30226	41	10	impervious	impervious	ADJ
ajst-30226	41	11	surface	surface	NOUN
ajst-30226	41	12	sample	sample	NOUN
ajst-30226	41	13	construction	construction	NOUN
ajst-30226	41	14	with	with	ADP
ajst-30226	41	15	ecogeographic	ecogeographic	ADJ
ajst-30226	41	16	zoning	zoning	NOUN
ajst-30226	41	17	to	to	PART
ajst-30226	41	18	automatically	automatically	ADV
ajst-30226	41	19	produce	produce	VERB
ajst-30226	41	20	sample	sample	NOUN
ajst-30226	41	21	sets	set	NOUN
ajst-30226	41	22	to	to	PART
ajst-30226	41	23	avoid	avoid	VERB
ajst-30226	41	24	the	the	DET
ajst-30226	41	25	confusion	confusion	NOUN
ajst-30226	41	26	of	of	ADP
ajst-30226	41	27	features	feature	NOUN
ajst-30226	41	28	in	in	ADP
ajst-30226	41	29	different	different	ADJ
ajst-30226	41	30	wet	wet	ADJ
ajst-30226	41	31	and	and	CCONJ
ajst-30226	41	32	dry	dry	ADJ
ajst-30226	41	33	areas	area	NOUN
ajst-30226	41	34	.	.	PUNCT
ajst-30226	42	1	2	2	X
ajst-30226	42	2	.	.	X
ajst-30226	42	3	study	study	NOUN
ajst-30226	42	4	area	area	NOUN
ajst-30226	42	5	and	and	CCONJ
ajst-30226	42	6	sources	source	NOUN
ajst-30226	42	7	2.1	2.1	NUM
ajst-30226	42	8	.	.	PUNCT
ajst-30226	43	1	experimental	experimental	ADJ
ajst-30226	43	2	area	area	NOUN
ajst-30226	43	3	according	accord	VERB
ajst-30226	43	4	to	to	ADP
ajst-30226	43	5	the	the	DET
ajst-30226	43	6	four	four	NUM
ajst-30226	43	7	ecological	ecological	ADJ
ajst-30226	43	8	geographical	geographical	ADJ
ajst-30226	43	9	divisions	division	NOUN
ajst-30226	43	10	divided	divide	VERB
ajst-30226	43	11	in	in	ADP
ajst-30226	43	12	this	this	DET
ajst-30226	43	13	article	article	NOUN
ajst-30226	43	14	,	,	PUNCT
ajst-30226	43	15	the	the	DET
ajst-30226	43	16	study	study	NOUN
ajst-30226	43	17	area	area	NOUN
ajst-30226	43	18	selected	select	VERB
ajst-30226	43	19	four	four	NUM
ajst-30226	43	20	representative	representative	ADJ
ajst-30226	43	21	cities	city	NOUN
ajst-30226	43	22	nationwide	nationwide	ADV
ajst-30226	43	23	,	,	PUNCT
ajst-30226	43	24	namely	namely	ADV
ajst-30226	43	25	w-1	w-1	PROPN
ajst-30226	43	26	urumqi	urumqi	PROPN
ajst-30226	43	27	city	city	PROPN
ajst-30226	43	28	,	,	PUNCT
ajst-30226	43	29	w-2	w-2	NOUN
ajst-30226	43	30	ili	ili	PROPN
ajst-30226	43	31	kazakh	kazakh	PROPN
ajst-30226	43	32	autonomous	autonomous	PROPN
ajst-30226	43	33	prefecture	prefecture	NOUN
ajst-30226	43	34	,	,	PUNCT
ajst-30226	43	35	w-3	w-3	NOUN
ajst-30226	43	36	beijing	beijing	PROPN
ajst-30226	43	37	city	city	PROPN
ajst-30226	43	38	,	,	PUNCT
ajst-30226	43	39	w4	w4	PROPN
ajst-30226	43	40	wuhan	wuhan	PROPN
ajst-30226	43	41	city	city	PROPN
ajst-30226	43	42	,	,	PUNCT
ajst-30226	43	43	the	the	DET
ajst-30226	43	44	above	above	ADJ
ajst-30226	43	45	cities	city	NOUN
ajst-30226	43	46	are	be	AUX
ajst-30226	43	47	located	locate	VERB
ajst-30226	43	48	in	in	ADP
ajst-30226	43	49	arid	arid	NOUN
ajst-30226	43	50	areas	area	NOUN
ajst-30226	43	51	,	,	PUNCT
ajst-30226	43	52	semiarid	semiarid	NOUN
ajst-30226	43	53	areas	area	NOUN
ajst-30226	43	54	,	,	PUNCT
ajst-30226	43	55	semi	semi	ADJ
ajst-30226	43	56	-	-	ADJ
ajst-30226	43	57	humid	humid	ADJ
ajst-30226	43	58	areas	area	NOUN
ajst-30226	43	59	and	and	CCONJ
ajst-30226	43	60	humid	humid	NOUN
ajst-30226	43	61	areas	area	NOUN
ajst-30226	43	62	respectively	respectively	ADV
ajst-30226	43	63	.	.	PUNCT
ajst-30226	44	1	the	the	DET
ajst-30226	44	2	experimental	experimental	ADJ
ajst-30226	44	3	area	area	NOUN
ajst-30226	44	4	has	have	VERB
ajst-30226	44	5	a	a	DET
ajst-30226	44	6	rich	rich	ADJ
ajst-30226	44	7	variety	variety	NOUN
ajst-30226	44	8	of	of	ADP
ajst-30226	44	9	typical	typical	ADJ
ajst-30226	44	10	land	land	NOUN
ajst-30226	44	11	features	feature	NOUN
ajst-30226	44	12	,	,	PUNCT
ajst-30226	44	13	which	which	PRON
ajst-30226	44	14	is	be	AUX
ajst-30226	44	15	suitable	suitable	ADJ
ajst-30226	44	16	for	for	ADP
ajst-30226	44	17	sample	sample	NOUN
ajst-30226	44	18	construction	construction	NOUN
ajst-30226	44	19	in	in	ADP
ajst-30226	44	20	this	this	DET
ajst-30226	44	21	study	study	NOUN
ajst-30226	44	22	.	.	PUNCT
ajst-30226	45	1	figure	figure	NOUN
ajst-30226	45	2	1	1	NUM
ajst-30226	45	3	.	.	PUNCT
ajst-30226	45	4	figure	figure	NOUN
ajst-30226	45	5	1	1	NUM
ajst-30226	45	6	.	.	PUNCT
ajst-30226	45	7	schematic	schematic	ADJ
ajst-30226	45	8	diagram	diagram	NOUN
ajst-30226	45	9	of	of	ADP
ajst-30226	45	10	the	the	DET
ajst-30226	45	11	experimental	experimental	ADJ
ajst-30226	45	12	area	area	NOUN
ajst-30226	45	13	(	(	PUNCT
ajst-30226	45	14	a	a	PRON
ajst-30226	45	15	,	,	PUNCT
ajst-30226	45	16	b	b	NOUN
ajst-30226	45	17	,	,	PUNCT
ajst-30226	45	18	c	c	NOUN
ajst-30226	45	19	,	,	PUNCT
ajst-30226	45	20	and	and	CCONJ
ajst-30226	45	21	d	d	NOUN
ajst-30226	45	22	are	be	AUX
ajst-30226	45	23	w-1	w-1	PROPN
ajst-30226	45	24	urumqi	urumqi	PROPN
ajst-30226	45	25	city	city	PROPN
ajst-30226	45	26	,	,	PUNCT
ajst-30226	45	27	w-2	w-2	NOUN
ajst-30226	45	28	ili	ili	PROPN
ajst-30226	45	29	kazakh	kazakh	PROPN
ajst-30226	45	30	autonomous	autonomous	PROPN
ajst-30226	45	31	prefecture	prefecture	NOUN
ajst-30226	45	32	,	,	PUNCT
ajst-30226	45	33	w-3	w-3	NOUN
ajst-30226	45	34	beijing	beijing	PROPN
ajst-30226	45	35	city	city	PROPN
ajst-30226	45	36	,	,	PUNCT
ajst-30226	45	37	and	and	CCONJ
ajst-30226	45	38	w-4	w-4	PROPN
ajst-30226	45	39	wuhan	wuhan	PROPN
ajst-30226	45	40	city	city	PROPN
ajst-30226	45	41	respectively	respectively	ADV
ajst-30226	45	42	)	)	PUNCT
ajst-30226	45	43	2.2	2.2	NUM
ajst-30226	45	44	.	.	PUNCT
ajst-30226	46	1	selection	selection	NOUN
ajst-30226	46	2	of	of	ADP
ajst-30226	46	3	eco	eco	NOUN
ajst-30226	46	4	-	-	PUNCT
ajst-30226	46	5	geographical	geographical	ADJ
ajst-30226	46	6	zones	zone	NOUN
ajst-30226	46	7	in	in	ADP
ajst-30226	46	8	order	order	NOUN
ajst-30226	46	9	to	to	PART
ajst-30226	46	10	better	well	ADV
ajst-30226	46	11	focus	focus	VERB
ajst-30226	46	12	on	on	ADP
ajst-30226	46	13	the	the	DET
ajst-30226	46	14	study	study	NOUN
ajst-30226	46	15	of	of	ADP
ajst-30226	46	16	impervious	impervious	ADJ
ajst-30226	46	17	surfaces	surface	NOUN
ajst-30226	46	18	,	,	PUNCT
ajst-30226	46	19	based	base	VERB
ajst-30226	46	20	on	on	ADP
ajst-30226	46	21	the	the	DET
ajst-30226	46	22	different	different	ADJ
ajst-30226	46	23	reflectance	reflectance	NOUN
ajst-30226	46	24	of	of	ADP
ajst-30226	46	25	images	image	NOUN
ajst-30226	46	26	of	of	ADP
ajst-30226	46	27	cropland	cropland	NOUN
ajst-30226	46	28	,	,	PUNCT
ajst-30226	46	29	bare	bare	ADJ
ajst-30226	46	30	land	land	NOUN
ajst-30226	46	31	,	,	PUNCT
ajst-30226	46	32	water	water	NOUN
ajst-30226	46	33	bodies	body	NOUN
ajst-30226	46	34	and	and	CCONJ
ajst-30226	46	35	impervious	impervious	ADJ
ajst-30226	46	36	surfaces	surface	NOUN
ajst-30226	46	37	in	in	ADP
ajst-30226	46	38	areas	area	NOUN
ajst-30226	46	39	with	with	ADP
ajst-30226	46	40	different	different	ADJ
ajst-30226	46	41	precipitation	precipitation	NOUN
ajst-30226	46	42	levels	level	NOUN
ajst-30226	46	43	,	,	PUNCT
ajst-30226	46	44	they	they	PRON
ajst-30226	46	45	were	be	AUX
ajst-30226	46	46	divided	divide	VERB
ajst-30226	46	47	into	into	ADP
ajst-30226	46	48	four	four	NUM
ajst-30226	46	49	major	major	ADJ
ajst-30226	46	50	subregions	subregion	NOUN
ajst-30226	46	51	based	base	VERB
ajst-30226	46	52	on	on	ADP
ajst-30226	46	53	the	the	DET
ajst-30226	46	54	integration	integration	NOUN
ajst-30226	46	55	of	of	ADP
ajst-30226	46	56	867	867	NUM
ajst-30226	46	57	ecogeographic	ecogeographic	ADJ
ajst-30226	46	58	subregions	subregion	NOUN
ajst-30226	46	59	around	around	ADP
ajst-30226	46	60	the	the	DET
ajst-30226	46	61	globe	globe	NOUN
ajst-30226	46	62	according	accord	VERB
ajst-30226	46	63	to	to	ADP
ajst-30226	46	64	the	the	DET
ajst-30226	46	65	average	average	ADJ
ajst-30226	46	66	annual	annual	ADJ
ajst-30226	46	67	precipitation	precipitation	NOUN
ajst-30226	46	68	,	,	PUNCT
ajst-30226	46	69	which	which	PRON
ajst-30226	46	70	was	be	AUX
ajst-30226	46	71	divided	divide	VERB
ajst-30226	46	72	into	into	ADP
ajst-30226	46	73	four	four	NUM
ajst-30226	46	74	major	major	ADJ
ajst-30226	46	75	subregions	subregion	NOUN
ajst-30226	46	76	,	,	PUNCT
ajst-30226	46	77	as	as	SCONJ
ajst-30226	46	78	shown	show	VERB
ajst-30226	46	79	in	in	ADP
ajst-30226	46	80	table	table	NOUN
ajst-30226	46	81	1[22	1[22	PROPN
ajst-30226	46	82	]	]	PUNCT
ajst-30226	46	83	.	.	PUNCT
ajst-30226	47	1	the	the	DET
ajst-30226	47	2	four	four	NUM
ajst-30226	47	3	large	large	ADJ
ajst-30226	47	4	partitions	partition	NOUN
ajst-30226	47	5	w1	w1	NOUN
ajst-30226	47	6	,	,	PUNCT
ajst-30226	47	7	w2	w2	NOUN
ajst-30226	47	8	,	,	PUNCT
ajst-30226	47	9	w3	w3	PROPN
ajst-30226	47	10	and	and	CCONJ
ajst-30226	47	11	w4	w4	NOUN
ajst-30226	47	12	were	be	AUX
ajst-30226	47	13	finally	finally	ADV
ajst-30226	47	14	generated	generate	VERB
ajst-30226	47	15	.	.	PUNCT
ajst-30226	48	1	the	the	DET
ajst-30226	48	2	specific	specific	ADJ
ajst-30226	48	3	ecological	ecological	ADJ
ajst-30226	48	4	geographical	geographical	ADJ
ajst-30226	48	5	zoning	zoning	NOUN
ajst-30226	48	6	results	result	NOUN
ajst-30226	48	7	are	be	AUX
ajst-30226	48	8	shown	show	VERB
ajst-30226	48	9	in	in	ADP
ajst-30226	48	10	figure	figure	NOUN
ajst-30226	48	11	2	2	NUM
ajst-30226	48	12	.	.	PUNCT
ajst-30226	48	13	table	table	NOUN
ajst-30226	48	14	1	1	NUM
ajst-30226	48	15	.	.	PUNCT
ajst-30226	49	1	division	division	NOUN
ajst-30226	49	2	of	of	ADP
ajst-30226	49	3	precipitation	precipitation	NOUN
ajst-30226	49	4	codenames	codename	NOUN
ajst-30226	49	5	average	average	ADJ
ajst-30226	49	6	annual	annual	ADJ
ajst-30226	49	7	rainfall	rainfall	NOUN
ajst-30226	49	8	w1	w1	NOUN
ajst-30226	49	9	arid	arid	NOUN
ajst-30226	49	10	zone	zone	NOUN
ajst-30226	49	11	<	<	X
ajst-30226	49	12	200	200	NUM
ajst-30226	49	13	w2	w2	NOUN
ajst-30226	49	14	semi	semi	ADJ
ajst-30226	49	15	-	-	ADJ
ajst-30226	49	16	arid	arid	ADJ
ajst-30226	49	17	area	area	NOUN
ajst-30226	49	18	200mm-400	200mm-400	NUM
ajst-30226	49	19	mm	mm	PROPN
ajst-30226	49	20	w3	w3	PROPN
ajst-30226	49	21	semi	semi	ADJ
ajst-30226	49	22	-	-	ADJ
ajst-30226	49	23	humid	humid	ADJ
ajst-30226	49	24	area	area	NOUN
ajst-30226	49	25	400mm-800	400mm-800	NUM
ajst-30226	49	26	mm	mm	PROPN
ajst-30226	49	27	w4	w4	NOUN
ajst-30226	49	28	wet	wet	ADJ
ajst-30226	49	29	zone	zone	NOUN
ajst-30226	49	30	>	>	X
ajst-30226	49	31	800	800	NUM
ajst-30226	49	32	314	314	NUM
ajst-30226	49	33	figure	figure	NOUN
ajst-30226	49	34	2	2	NUM
ajst-30226	49	35	.	.	PUNCT
ajst-30226	49	36	geographic	geographic	ADJ
ajst-30226	49	37	zoning	zoning	NOUN
ajst-30226	49	38	based	base	VERB
ajst-30226	49	39	on	on	ADP
ajst-30226	49	40	precipitation	precipitation	NOUN
ajst-30226	49	41	2.3	2.3	NUM
ajst-30226	49	42	.	.	PUNCT
ajst-30226	50	1	high	high	ADJ
ajst-30226	50	2	-	-	PUNCT
ajst-30226	50	3	precision	precision	NOUN
ajst-30226	50	4	ground	ground	NOUN
ajst-30226	50	5	cover	cover	NOUN
ajst-30226	50	6	products	product	NOUN
ajst-30226	50	7	glc_fcs30	glc_fcs30	NOUN
ajst-30226	50	8	-	-	PUNCT
ajst-30226	50	9	2020	2020	NUM
ajst-30226	50	10	product	product	NOUN
ajst-30226	50	11	and	and	CCONJ
ajst-30226	50	12	gisa	gisa	NOUN
ajst-30226	50	13	product	product	NOUN
ajst-30226	50	14	overview	overview	VERB
ajst-30226	50	15	domestic	domestic	ADJ
ajst-30226	50	16	and	and	CCONJ
ajst-30226	50	17	foreign	foreign	ADJ
ajst-30226	50	18	researchers	researcher	NOUN
ajst-30226	50	19	have	have	AUX
ajst-30226	50	20	released	release	VERB
ajst-30226	50	21	a	a	DET
ajst-30226	50	22	series	series	NOUN
ajst-30226	50	23	of	of	ADP
ajst-30226	50	24	global	global	ADJ
ajst-30226	50	25	,	,	PUNCT
ajst-30226	50	26	regional	regional	ADJ
ajst-30226	50	27	or	or	CCONJ
ajst-30226	50	28	national	national	ADJ
ajst-30226	50	29	-	-	PUNCT
ajst-30226	50	30	level	level	NOUN
ajst-30226	50	31	1km-30	1km-30	NUM
ajst-30226	50	32	m	m	NOUN
ajst-30226	50	33	resolution	resolution	NOUN
ajst-30226	50	34	products[23	products[23	NOUN
ajst-30226	50	35	]	]	PUNCT
ajst-30226	50	36	.	.	PUNCT
ajst-30226	51	1	after	after	ADP
ajst-30226	51	2	investigation	investigation	NOUN
ajst-30226	51	3	and	and	CCONJ
ajst-30226	51	4	research	research	NOUN
ajst-30226	51	5	on	on	ADP
ajst-30226	51	6	seven	seven	NUM
ajst-30226	51	7	surface	surface	NOUN
ajst-30226	51	8	coverage	coverage	NOUN
ajst-30226	51	9	products	product	NOUN
ajst-30226	51	10	,	,	PUNCT
ajst-30226	51	11	glc_fcs30	glc_fcs30	NOUN
ajst-30226	51	12	has	have	VERB
ajst-30226	51	13	better	well	ADJ
ajst-30226	51	14	producer	producer	NOUN
ajst-30226	51	15	accuracy	accuracy	NOUN
ajst-30226	51	16	and	and	CCONJ
ajst-30226	51	17	verifier	verifier	NOUN
ajst-30226	51	18	accuracy.[13	accuracy.[13	PROPN
ajst-30226	51	19	]	]	PUNCT
ajst-30226	51	20	,	,	PUNCT
ajst-30226	51	21	with	with	ADP
ajst-30226	51	22	more	more	ADJ
ajst-30226	51	23	than	than	ADP
ajst-30226	51	24	20	20	NUM
ajst-30226	51	25	million	million	NUM
ajst-30226	51	26	samples	sample	NOUN
ajst-30226	51	27	,	,	PUNCT
ajst-30226	51	28	which	which	PRON
ajst-30226	51	29	is	be	AUX
ajst-30226	51	30	higher	high	ADJ
ajst-30226	51	31	than	than	ADP
ajst-30226	51	32	the	the	DET
ajst-30226	51	33	number	number	NOUN
ajst-30226	51	34	of	of	ADP
ajst-30226	51	35	global	global	ADJ
ajst-30226	51	36	classification	classification	NOUN
ajst-30226	51	37	samples	sample	NOUN
ajst-30226	51	38	and	and	CCONJ
ajst-30226	51	39	the	the	DET
ajst-30226	51	40	user	user	NOUN
ajst-30226	51	41	usage	usage	NOUN
ajst-30226	51	42	rate	rate	NOUN
ajst-30226	51	43	is	be	AUX
ajst-30226	51	44	second	second	ADJ
ajst-30226	51	45	only	only	ADV
ajst-30226	51	46	to	to	PART
ajst-30226	51	47	globeland30	globeland30	VERB
ajst-30226	51	48	.	.	PUNCT
ajst-30226	52	1	it	it	PRON
ajst-30226	52	2	contains	contain	VERB
ajst-30226	52	3	the	the	DET
ajst-30226	52	4	impervious	impervious	ADJ
ajst-30226	52	5	surface	surface	NOUN
ajst-30226	52	6	category	category	NOUN
ajst-30226	52	7	,	,	PUNCT
ajst-30226	52	8	code	code	NOUN
ajst-30226	52	9	-	-	PUNCT
ajst-30226	52	10	named	name	VERB
ajst-30226	52	11	190	190	NUM
ajst-30226	52	12	;	;	PUNCT
ajst-30226	52	13	the	the	DET
ajst-30226	52	14	researcher	researcher	NOUN
ajst-30226	52	15	verified	verify	VERB
ajst-30226	52	16	gisa	gisa	NOUN
ajst-30226	52	17	based	base	VERB
ajst-30226	52	18	on	on	ADP
ajst-30226	52	19	the	the	DET
ajst-30226	52	20	method	method	NOUN
ajst-30226	52	21	of	of	ADP
ajst-30226	52	22	randomly	randomly	ADV
ajst-30226	52	23	selecting	select	VERB
ajst-30226	52	24	verification	verification	NOUN
ajst-30226	52	25	points	point	NOUN
ajst-30226	52	26	,	,	PUNCT
ajst-30226	52	27	and	and	CCONJ
ajst-30226	52	28	the	the	DET
ajst-30226	52	29	classification	classification	NOUN
ajst-30226	52	30	accuracy	accuracy	NOUN
ajst-30226	52	31	was	be	AUX
ajst-30226	52	32	89	89	NUM
ajst-30226	52	33	%	%	NOUN
ajst-30226	52	34	and	and	CCONJ
ajst-30226	52	35	higher	high	ADJ
ajst-30226	52	36	than	than	ADP
ajst-30226	52	37	other	other	ADJ
ajst-30226	52	38	products	product	NOUN
ajst-30226	52	39	and	and	CCONJ
ajst-30226	52	40	only	only	ADV
ajst-30226	52	41	contains	contain	VERB
ajst-30226	52	42	impermeable	impermeable	ADJ
ajst-30226	52	43	and	and	CCONJ
ajst-30226	52	44	permeable	permeable	ADJ
ajst-30226	52	45	surfaces[24	surfaces[24	NOUN
ajst-30226	52	46	]	]	PUNCT
ajst-30226	52	47	.	.	PUNCT
ajst-30226	53	1	therefore	therefore	ADV
ajst-30226	53	2	,	,	PUNCT
ajst-30226	53	3	these	these	DET
ajst-30226	53	4	two	two	NUM
ajst-30226	53	5	products	product	NOUN
ajst-30226	53	6	were	be	AUX
ajst-30226	53	7	selected	select	VERB
ajst-30226	53	8	as	as	ADP
ajst-30226	53	9	the	the	DET
ajst-30226	53	10	data	data	NOUN
ajst-30226	53	11	base	base	NOUN
ajst-30226	53	12	.	.	PUNCT
ajst-30226	54	1	crowd	crowd	NOUN
ajst-30226	54	2	source	source	NOUN
ajst-30226	54	3	data	data	VERB
ajst-30226	54	4	the	the	DET
ajst-30226	54	5	open	open	ADJ
ajst-30226	54	6	street	street	NOUN
ajst-30226	54	7	map	map	NOUN
ajst-30226	54	8	(	(	PUNCT
ajst-30226	54	9	osm	osm	NOUN
ajst-30226	54	10	)	)	PUNCT
ajst-30226	54	11	project	project	NOUN
ajst-30226	54	12	is	be	AUX
ajst-30226	54	13	a	a	DET
ajst-30226	54	14	globally	globally	ADV
ajst-30226	54	15	freely	freely	ADV
ajst-30226	54	16	licensed	license	VERB
ajst-30226	54	17	geospatial	geospatial	NOUN
ajst-30226	54	18	database[25	database[25	NOUN
ajst-30226	54	19	]	]	PUNCT
ajst-30226	54	20	.	.	PUNCT
ajst-30226	55	1	cidáli[26]integrating	cidáli[26]integrate	VERB
ajst-30226	55	2	globeland30	globeland30	NOUN
ajst-30226	55	3	(	(	PUNCT
ajst-30226	55	4	gl30	gl30	PROPN
ajst-30226	55	5	)	)	PUNCT
ajst-30226	55	6	data	datum	NOUN
ajst-30226	55	7	and	and	CCONJ
ajst-30226	55	8	the	the	DET
ajst-30226	55	9	latest	late	ADJ
ajst-30226	55	10	osm	osm	NOUN
ajst-30226	55	11	,	,	PUNCT
ajst-30226	55	12	the	the	DET
ajst-30226	55	13	updated	update	VERB
ajst-30226	55	14	lulc	lulc	PROPN
ajst-30226	55	15	chart	chart	PROPN
ajst-30226	55	16	is	be	AUX
ajst-30226	55	17	better	well	ADJ
ajst-30226	55	18	than	than	ADP
ajst-30226	55	19	the	the	DET
ajst-30226	55	20	original	original	ADJ
ajst-30226	55	21	gl30	gl30	PROPN
ajst-30226	55	22	in	in	ADP
ajst-30226	55	23	overall	overall	ADJ
ajst-30226	55	24	accuracy	accuracy	NOUN
ajst-30226	55	25	.	.	PUNCT
ajst-30226	56	1	this	this	DET
ajst-30226	56	2	study	study	NOUN
ajst-30226	56	3	uses	use	VERB
ajst-30226	56	4	osm	osm	PROPN
ajst-30226	56	5	as	as	ADP
ajst-30226	56	6	an	an	DET
ajst-30226	56	7	auxiliary	auxiliary	ADJ
ajst-30226	56	8	tool	tool	NOUN
ajst-30226	56	9	for	for	ADP
ajst-30226	56	10	optimizing	optimize	VERB
ajst-30226	56	11	fused	fuse	VERB
ajst-30226	56	12	data	datum	NOUN
ajst-30226	56	13	to	to	PART
ajst-30226	56	14	select	select	VERB
ajst-30226	56	15	osm	osm	NOUN
ajst-30226	56	16	transportation	transportation	NOUN
ajst-30226	56	17	facilities	facility	NOUN
ajst-30226	56	18	,	,	PUNCT
ajst-30226	56	19	buildings	building	NOUN
ajst-30226	56	20	and	and	CCONJ
ajst-30226	56	21	other	other	ADJ
ajst-30226	56	22	surface	surface	NOUN
ajst-30226	56	23	element	element	NOUN
ajst-30226	56	24	types	type	NOUN
ajst-30226	56	25	such	such	ADJ
ajst-30226	56	26	as	as	ADP
ajst-30226	56	27	natural	natural	ADJ
ajst-30226	56	28	,	,	PUNCT
ajst-30226	56	29	water	water	NOUN
ajst-30226	56	30	bodies	body	NOUN
ajst-30226	56	31	,	,	PUNCT
ajst-30226	56	32	transportation	transportation	NOUN
ajst-30226	56	33	facilities	facility	NOUN
ajst-30226	56	34	,	,	PUNCT
ajst-30226	56	35	and	and	CCONJ
ajst-30226	56	36	religious	religious	ADJ
ajst-30226	56	37	land	land	NOUN
ajst-30226	56	38	coverage	coverage	NOUN
ajst-30226	56	39	elements.[27	elements.[27	PROPN
ajst-30226	56	40	]	]	PUNCT
ajst-30226	56	41	.	.	PUNCT
ajst-30226	57	1	the	the	DET
ajst-30226	57	2	classification	classification	NOUN
ajst-30226	57	3	relationship	relationship	NOUN
ajst-30226	57	4	between	between	ADP
ajst-30226	57	5	impervious	impervious	ADJ
ajst-30226	57	6	surfaces	surface	NOUN
ajst-30226	57	7	and	and	CCONJ
ajst-30226	57	8	these	these	DET
ajst-30226	57	9	osm	osm	NOUN
ajst-30226	57	10	surface	surface	NOUN
ajst-30226	57	11	elements	element	NOUN
ajst-30226	57	12	is	be	AUX
ajst-30226	57	13	detailed	detail	VERB
ajst-30226	57	14	in	in	ADP
ajst-30226	57	15	table	table	NOUN
ajst-30226	57	16	2	2	NUM
ajst-30226	57	17	.	.	PUNCT
ajst-30226	57	18	table	table	NOUN
ajst-30226	57	19	2	2	NUM
ajst-30226	57	20	.	.	PUNCT
ajst-30226	57	21	mapping	mapping	NOUN
ajst-30226	57	22	relationship	relationship	NOUN
ajst-30226	57	23	between	between	ADP
ajst-30226	57	24	osm	osm	NOUN
ajst-30226	57	25	and	and	CCONJ
ajst-30226	57	26	classification	classification	NOUN
ajst-30226	57	27	classification	classification	NOUN
ajst-30226	57	28	osm	osm	NOUN
ajst-30226	57	29	feature	feature	NOUN
ajst-30226	57	30	categories	category	NOUN
ajst-30226	57	31	impervious	impervious	ADJ
ajst-30226	57	32	surfaces	surface	NOUN
ajst-30226	57	33	category	category	NOUN
ajst-30226	57	34	traffic	traffic	NOUN
ajst-30226	57	35	transport	transport	NOUN
ajst-30226	57	36	buildings	building	NOUN
ajst-30226	57	37	pofw	pofw	VERB
ajst-30226	57	38	nonimpervious	nonimpervious	ADJ
ajst-30226	57	39	surface	surface	NOUN
ajst-30226	57	40	category	category	NOUN
ajst-30226	57	41	natural	natural	ADJ
ajst-30226	57	42	water	water	NOUN
ajst-30226	57	43	2.4	2.4	NUM
ajst-30226	57	44	.	.	PUNCT
ajst-30226	58	1	formatting	format	VERB
ajst-30226	58	2	of	of	ADP
ajst-30226	58	3	auomatically	auomatically	ADV
ajst-30226	58	4	construct	construct	VERB
ajst-30226	58	5	impervious	impervious	ADJ
ajst-30226	58	6	surface	surface	NOUN
ajst-30226	58	7	samples	sample	NOUN
ajst-30226	58	8	extracting	extract	VERB
ajst-30226	58	9	large	large	ADJ
ajst-30226	58	10	-	-	PUNCT
ajst-30226	58	11	scale	scale	NOUN
ajst-30226	58	12	artificial	artificial	ADJ
ajst-30226	58	13	impervious	impervious	ADJ
ajst-30226	58	14	surface	surface	NOUN
ajst-30226	58	15	elements	element	NOUN
ajst-30226	58	16	requires	require	VERB
ajst-30226	58	17	a	a	DET
ajst-30226	58	18	large	large	ADJ
ajst-30226	58	19	number	number	NOUN
ajst-30226	58	20	of	of	ADP
ajst-30226	58	21	samples	sample	NOUN
ajst-30226	58	22	,	,	PUNCT
ajst-30226	58	23	and	and	CCONJ
ajst-30226	58	24	automatic	automatic	ADJ
ajst-30226	58	25	generation	generation	NOUN
ajst-30226	58	26	of	of	ADP
ajst-30226	58	27	training	training	NOUN
ajst-30226	58	28	sample	sample	NOUN
ajst-30226	58	29	sets	set	NOUN
ajst-30226	58	30	can	can	AUX
ajst-30226	58	31	save	save	VERB
ajst-30226	58	32	time	time	NOUN
ajst-30226	58	33	and	and	CCONJ
ajst-30226	58	34	improve	improve	VERB
ajst-30226	58	35	efficiency	efficiency	NOUN
ajst-30226	58	36	.	.	PUNCT
ajst-30226	59	1	the	the	DET
ajst-30226	59	2	steps	step	NOUN
ajst-30226	59	3	of	of	ADP
ajst-30226	59	4	the	the	DET
ajst-30226	59	5	algorithm	algorithm	NOUN
ajst-30226	59	6	for	for	ADP
ajst-30226	59	7	automatic	automatic	ADJ
ajst-30226	59	8	construction	construction	NOUN
ajst-30226	59	9	of	of	ADP
ajst-30226	59	10	impervious	impervious	ADJ
ajst-30226	59	11	surface	surface	NOUN
ajst-30226	59	12	sample	sample	NOUN
ajst-30226	59	13	sets	set	NOUN
ajst-30226	59	14	for	for	ADP
ajst-30226	59	15	ecogeographic	ecogeographic	ADJ
ajst-30226	59	16	zoning	zoning	NOUN
ajst-30226	59	17	are	be	AUX
ajst-30226	59	18	shown	show	VERB
ajst-30226	59	19	in	in	ADP
ajst-30226	59	20	figure	figure	NOUN
ajst-30226	59	21	3	3	NUM
ajst-30226	59	22	.	.	PUNCT
ajst-30226	59	23	figure	figure	NOUN
ajst-30226	59	24	3	3	NUM
ajst-30226	59	25	.	.	PUNCT
ajst-30226	59	26	production	production	NOUN
ajst-30226	59	27	technology	technology	NOUN
ajst-30226	59	28	routes	route	VERB
ajst-30226	59	29	315	315	NUM
ajst-30226	59	30	the	the	DET
ajst-30226	59	31	deep	deep	ADJ
ajst-30226	59	32	learning	learning	NOUN
ajst-30226	59	33	construction	construction	NOUN
ajst-30226	59	34	sample	sample	NOUN
ajst-30226	59	35	consists	consist	VERB
ajst-30226	59	36	of	of	ADP
ajst-30226	59	37	two	two	NUM
ajst-30226	59	38	parts	part	NOUN
ajst-30226	59	39	,	,	PUNCT
ajst-30226	59	40	namely	namely	ADV
ajst-30226	59	41	the	the	DET
ajst-30226	59	42	original	original	ADJ
ajst-30226	59	43	image	image	NOUN
ajst-30226	59	44	and	and	CCONJ
ajst-30226	59	45	label	label	NOUN
ajst-30226	59	46	production	production	NOUN
ajst-30226	59	47	.	.	PUNCT
ajst-30226	60	1	this	this	DET
ajst-30226	60	2	article	article	NOUN
ajst-30226	60	3	selects	select	VERB
ajst-30226	60	4	gaofen-1	gaofen-1	PROPN
ajst-30226	60	5	16	16	NUM
ajst-30226	60	6	m	m	NOUN
ajst-30226	60	7	resolution	resolution	NOUN
ajst-30226	60	8	image	image	NOUN
ajst-30226	60	9	data	datum	NOUN
ajst-30226	60	10	for	for	ADP
ajst-30226	60	11	sample	sample	NOUN
ajst-30226	60	12	production	production	NOUN
ajst-30226	60	13	.	.	PUNCT
ajst-30226	61	1	taking	take	VERB
ajst-30226	61	2	the	the	DET
ajst-30226	61	3	study	study	NOUN
ajst-30226	61	4	area	area	NOUN
ajst-30226	61	5	of	of	ADP
ajst-30226	61	6	wuhan	wuhan	PROPN
ajst-30226	61	7	,	,	PUNCT
ajst-30226	61	8	china	china	PROPN
ajst-30226	61	9	(	(	PUNCT
ajst-30226	61	10	figure	figure	NOUN
ajst-30226	61	11	1d	1d	NUM
ajst-30226	61	12	)	)	PUNCT
ajst-30226	61	13	in	in	ADP
ajst-30226	61	14	the	the	DET
ajst-30226	61	15	humid	humid	NOUN
ajst-30226	61	16	area	area	NOUN
ajst-30226	61	17	as	as	ADP
ajst-30226	61	18	an	an	DET
ajst-30226	61	19	example	example	NOUN
ajst-30226	61	20	to	to	PART
ajst-30226	61	21	show	show	VERB
ajst-30226	61	22	the	the	DET
ajst-30226	61	23	sample	sample	NOUN
ajst-30226	61	24	label	label	NOUN
ajst-30226	61	25	production	production	NOUN
ajst-30226	61	26	process	process	NOUN
ajst-30226	61	27	and	and	CCONJ
ajst-30226	61	28	results	result	NOUN
ajst-30226	61	29	in	in	ADP
ajst-30226	61	30	detail	detail	NOUN
ajst-30226	61	31	,	,	PUNCT
ajst-30226	61	32	the	the	DET
ajst-30226	61	33	steps	step	NOUN
ajst-30226	61	34	for	for	ADP
ajst-30226	61	35	other	other	ADJ
ajst-30226	61	36	ecological	ecological	ADJ
ajst-30226	61	37	geographical	geographical	ADJ
ajst-30226	61	38	divisions	division	NOUN
ajst-30226	61	39	are	be	AUX
ajst-30226	61	40	the	the	DET
ajst-30226	61	41	same	same	ADJ
ajst-30226	61	42	.	.	PUNCT
ajst-30226	62	1	2.5	2.5	NUM
ajst-30226	62	2	.	.	PUNCT
ajst-30226	63	1	data	datum	NOUN
ajst-30226	63	2	fusion	fusion	NOUN
ajst-30226	63	3	data	datum	NOUN
ajst-30226	63	4	fusion	fusion	NOUN
ajst-30226	63	5	in	in	ADP
ajst-30226	63	6	remote	remote	ADJ
ajst-30226	63	7	sensing	sensing	NOUN
ajst-30226	63	8	is	be	AUX
ajst-30226	63	9	attribute	attribute	NOUN
ajst-30226	63	10	fusion	fusion	NOUN
ajst-30226	63	11	,	,	PUNCT
ajst-30226	63	12	which	which	PRON
ajst-30226	63	13	combines	combine	VERB
ajst-30226	63	14	several	several	ADJ
ajst-30226	63	15	complementary	complementary	ADJ
ajst-30226	63	16	or	or	CCONJ
ajst-30226	63	17	repeated	repeat	VERB
ajst-30226	63	18	information	information	NOUN
ajst-30226	63	19	according	accord	VERB
ajst-30226	63	20	to	to	ADP
ajst-30226	63	21	certain	certain	ADJ
ajst-30226	63	22	rules	rule	NOUN
ajst-30226	63	23	.	.	PUNCT
ajst-30226	64	1	label	label	NOUN
ajst-30226	64	2	production	production	NOUN
ajst-30226	64	3	first	first	ADV
ajst-30226	64	4	transforms	transform	VERB
ajst-30226	64	5	the	the	DET
ajst-30226	64	6	2019	2019	NUM
ajst-30226	64	7	gisa	gisa	NOUN
ajst-30226	64	8	and	and	CCONJ
ajst-30226	64	9	2020	2020	NUM
ajst-30226	64	10	glc_fcs30	glc_fcs30	NOUN
ajst-30226	64	11	products	product	NOUN
ajst-30226	64	12	into	into	ADP
ajst-30226	64	13	the	the	DET
ajst-30226	64	14	same	same	ADJ
ajst-30226	64	15	coordinate	coordinate	NOUN
ajst-30226	64	16	system	system	NOUN
ajst-30226	64	17	as	as	ADP
ajst-30226	64	18	the	the	DET
ajst-30226	64	19	gf-1	gf-1	ADJ
ajst-30226	64	20	image	image	NOUN
ajst-30226	64	21	through	through	ADP
ajst-30226	64	22	geographical	geographical	ADJ
ajst-30226	64	23	coordinate	coordinate	NOUN
ajst-30226	64	24	system	system	NOUN
ajst-30226	64	25	transformation	transformation	NOUN
ajst-30226	64	26	,	,	PUNCT
ajst-30226	64	27	and	and	CCONJ
ajst-30226	64	28	obtains	obtain	VERB
ajst-30226	64	29	the	the	DET
ajst-30226	64	30	impervious	impervious	ADJ
ajst-30226	64	31	surfaces	surface	NOUN
ajst-30226	64	32	corresponding	correspond	VERB
ajst-30226	64	33	to	to	ADP
ajst-30226	64	34	the	the	DET
ajst-30226	64	35	two	two	NUM
ajst-30226	64	36	products	product	NOUN
ajst-30226	64	37	in	in	ADP
ajst-30226	64	38	wuhan	wuhan	PROPN
ajst-30226	64	39	through	through	ADP
ajst-30226	64	40	attribute	attribute	NOUN
ajst-30226	64	41	filtering	filtering	NOUN
ajst-30226	64	42	and	and	CCONJ
ajst-30226	64	43	reclassification	reclassification	NOUN
ajst-30226	64	44	,	,	PUNCT
ajst-30226	64	45	and	and	CCONJ
ajst-30226	64	46	then	then	ADV
ajst-30226	64	47	combines	combine	VERB
ajst-30226	64	48	gisa	gisa	NOUN
ajst-30226	64	49	and	and	CCONJ
ajst-30226	64	50	glc_fcs30	glc_fcs30	VERB
ajst-30226	64	51	the	the	DET
ajst-30226	64	52	impervious	impervious	ADJ
ajst-30226	64	53	surface	surface	NOUN
ajst-30226	64	54	is	be	AUX
ajst-30226	64	55	obtained	obtain	VERB
ajst-30226	64	56	through	through	ADP
ajst-30226	64	57	topological	topological	ADJ
ajst-30226	64	58	intersection	intersection	NOUN
ajst-30226	64	59	.	.	PUNCT
ajst-30226	65	1	figure	figure	NOUN
ajst-30226	65	2	4	4	NUM
ajst-30226	65	3	compares	compare	VERB
ajst-30226	65	4	the	the	DET
ajst-30226	65	5	gaofen-1	gaofen-1	PROPN
ajst-30226	65	6	image	image	NOUN
ajst-30226	65	7	with	with	ADP
ajst-30226	65	8	the	the	DET
ajst-30226	65	9	two	two	NUM
ajst-30226	65	10	products	product	NOUN
ajst-30226	65	11	.	.	PUNCT
ajst-30226	66	1	(	(	PUNCT
ajst-30226	66	2	a	a	X
ajst-30226	66	3	)	)	PUNCT
ajst-30226	66	4	(	(	PUNCT
ajst-30226	66	5	b	b	X
ajst-30226	66	6	)	)	PUNCT
ajst-30226	66	7	(	(	PUNCT
ajst-30226	66	8	c	c	X
ajst-30226	66	9	)	)	PUNCT
ajst-30226	66	10	(	(	PUNCT
ajst-30226	66	11	d	d	X
ajst-30226	66	12	)	)	PUNCT
ajst-30226	66	13	figure	figure	NOUN
ajst-30226	66	14	4	4	NUM
ajst-30226	66	15	.	.	NOUN
ajst-30226	66	16	comparison	comparison	NOUN
ajst-30226	66	17	of	of	ADP
ajst-30226	66	18	the	the	DET
ajst-30226	66	19	fusion	fusion	NOUN
ajst-30226	66	20	between	between	ADP
ajst-30226	66	21	gaofen-1	gaofen-1	PROPN
ajst-30226	66	22	and	and	CCONJ
ajst-30226	66	23	two	two	NUM
ajst-30226	66	24	products	product	NOUN
ajst-30226	66	25	(	(	PUNCT
ajst-30226	66	26	a	a	DET
ajst-30226	66	27	,	,	PUNCT
ajst-30226	66	28	b	b	NOUN
ajst-30226	66	29	,	,	PUNCT
ajst-30226	66	30	c	c	NOUN
ajst-30226	66	31	,	,	PUNCT
ajst-30226	66	32	and	and	CCONJ
ajst-30226	66	33	d	d	NOUN
ajst-30226	66	34	are	be	AUX
ajst-30226	66	35	the	the	DET
ajst-30226	66	36	original	original	ADJ
ajst-30226	66	37	images	image	NOUN
ajst-30226	66	38	of	of	ADP
ajst-30226	66	39	gaofen-1	gaofen-1	PROPN
ajst-30226	66	40	,	,	PUNCT
ajst-30226	66	41	the	the	DET
ajst-30226	66	42	gisa	gisa	NOUN
ajst-30226	66	43	product	product	NOUN
ajst-30226	66	44	,	,	PUNCT
ajst-30226	66	45	the	the	DET
ajst-30226	66	46	glc_fcs30	glc_fcs30	NOUN
ajst-30226	66	47	-	-	PUNCT
ajst-30226	66	48	2020	2020	NUM
ajst-30226	66	49	product	product	NOUN
ajst-30226	66	50	,	,	PUNCT
ajst-30226	66	51	and	and	CCONJ
ajst-30226	66	52	the	the	DET
ajst-30226	66	53	fused	fuse	VERB
ajst-30226	66	54	product	product	NOUN
ajst-30226	66	55	respectively	respectively	ADV
ajst-30226	66	56	;	;	PUNCT
ajst-30226	66	57	the	the	DET
ajst-30226	66	58	conflict	conflict	NOUN
ajst-30226	66	59	area	area	NOUN
ajst-30226	66	60	is	be	AUX
ajst-30226	66	61	indicated	indicate	VERB
ajst-30226	66	62	in	in	ADP
ajst-30226	66	63	red	red	ADJ
ajst-30226	66	64	and	and	CCONJ
ajst-30226	66	65	the	the	DET
ajst-30226	66	66	impermeable	impermeable	ADJ
ajst-30226	66	67	surface	surface	NOUN
ajst-30226	66	68	indicated	indicate	VERB
ajst-30226	66	69	in	in	ADP
ajst-30226	66	70	white	white	ADJ
ajst-30226	66	71	,	,	PUNCT
ajst-30226	66	72	permeable	permeable	ADJ
ajst-30226	66	73	surface	surface	NOUN
ajst-30226	66	74	in	in	ADP
ajst-30226	66	75	black	black	ADJ
ajst-30226	66	76	)	)	PUNCT
ajst-30226	66	77	2.6	2.6	NUM
ajst-30226	66	78	.	.	PUNCT
ajst-30226	67	1	crowd	crowd	NOUN
ajst-30226	67	2	-	-	PUNCT
ajst-30226	67	3	sourced	source	VERB
ajst-30226	67	4	data	data	NOUN
ajst-30226	67	5	optimization	optimization	NOUN
ajst-30226	67	6	remove	remove	VERB
ajst-30226	67	7	the	the	DET
ajst-30226	67	8	increase	increase	NOUN
ajst-30226	67	9	in	in	ADP
ajst-30226	67	10	impervious	impervious	ADJ
ajst-30226	67	11	surface	surface	NOUN
ajst-30226	67	12	caused	cause	VERB
ajst-30226	67	13	by	by	ADP
ajst-30226	67	14	urban	urban	ADJ
ajst-30226	67	15	development	development	NOUN
ajst-30226	67	16	in	in	ADP
ajst-30226	67	17	2019	2019	NUM
ajst-30226	67	18	-	-	SYM
ajst-30226	67	19	2020	2020	NUM
ajst-30226	67	20	and	and	CCONJ
ajst-30226	67	21	remove	remove	VERB
ajst-30226	67	22	other	other	ADJ
ajst-30226	67	23	categories	category	NOUN
ajst-30226	67	24	;	;	PUNCT
ajst-30226	67	25	add	add	VERB
ajst-30226	67	26	the	the	DET
ajst-30226	67	27	osm	osm	NOUN
ajst-30226	67	28	impervious	impervious	ADJ
ajst-30226	67	29	surface	surface	NOUN
ajst-30226	67	30	category	category	NOUN
ajst-30226	67	31	in	in	ADP
ajst-30226	67	32	2020	2020	NUM
ajst-30226	67	33	.	.	PUNCT
ajst-30226	68	1	six	six	NUM
ajst-30226	68	2	osm	osm	PROPN
ajst-30226	68	3	surface	surface	NOUN
ajst-30226	68	4	elements	element	NOUN
ajst-30226	68	5	were	be	AUX
ajst-30226	68	6	selected	select	VERB
ajst-30226	68	7	and	and	CCONJ
ajst-30226	68	8	divided	divide	VERB
ajst-30226	68	9	into	into	ADP
ajst-30226	68	10	two	two	NUM
ajst-30226	68	11	categories	category	NOUN
ajst-30226	68	12	:	:	PUNCT
ajst-30226	68	13	permeable	permeable	ADJ
ajst-30226	68	14	surface	surface	NOUN
ajst-30226	68	15	and	and	CCONJ
ajst-30226	68	16	impermeable	impermeable	ADJ
ajst-30226	68	17	surface	surface	NOUN
ajst-30226	68	18	according	accord	VERB
ajst-30226	68	19	to	to	ADP
ajst-30226	68	20	table	table	NOUN
ajst-30226	68	21	2	2	NUM
ajst-30226	68	22	.	.	PUNCT
ajst-30226	68	23	subsequently	subsequently	ADV
ajst-30226	68	24	,	,	PUNCT
ajst-30226	68	25	the	the	DET
ajst-30226	68	26	merged	merge	VERB
ajst-30226	68	27	features	feature	NOUN
ajst-30226	68	28	were	be	AUX
ajst-30226	68	29	converted	convert	VERB
ajst-30226	68	30	to	to	ADP
ajst-30226	68	31	raster	raster	NOUN
ajst-30226	68	32	format	format	NOUN
ajst-30226	68	33	and	and	CCONJ
ajst-30226	68	34	resampled	resample	VERB
ajst-30226	68	35	to	to	ADP
ajst-30226	68	36	16	16	NUM
ajst-30226	68	37	meters	meter	NOUN
ajst-30226	68	38	.	.	PUNCT
ajst-30226	69	1	the	the	DET
ajst-30226	69	2	conflict	conflict	NOUN
ajst-30226	69	3	points	point	NOUN
ajst-30226	69	4	in	in	ADP
ajst-30226	69	5	the	the	DET
ajst-30226	69	6	fused	fuse	VERB
ajst-30226	69	7	data	data	NOUN
ajst-30226	69	8	intersect	intersect	ADJ
ajst-30226	69	9	with	with	ADP
ajst-30226	69	10	the	the	DET
ajst-30226	69	11	permeable	permeable	ADJ
ajst-30226	69	12	surface	surface	NOUN
ajst-30226	69	13	and	and	CCONJ
ajst-30226	69	14	impermeable	impermeable	ADJ
ajst-30226	69	15	surface	surface	NOUN
ajst-30226	69	16	of	of	ADP
ajst-30226	69	17	osm	osm	NOUN
ajst-30226	69	18	respectively	respectively	ADV
ajst-30226	69	19	to	to	PART
ajst-30226	69	20	be	be	AUX
ajst-30226	69	21	corrected	correct	VERB
ajst-30226	69	22	and	and	CCONJ
ajst-30226	69	23	assigned	assign	VERB
ajst-30226	69	24	values	value	NOUN
ajst-30226	69	25	respectively	respectively	ADV
ajst-30226	69	26	.	.	PUNCT
ajst-30226	70	1	the	the	DET
ajst-30226	70	2	final	final	ADJ
ajst-30226	70	3	pixels	pixel	NOUN
ajst-30226	70	4	that	that	PRON
ajst-30226	70	5	can	can	AUX
ajst-30226	70	6	not	not	PART
ajst-30226	70	7	be	be	AUX
ajst-30226	70	8	optimized	optimize	VERB
ajst-30226	70	9	by	by	ADP
ajst-30226	70	10	osm	osm	PROPN
ajst-30226	70	11	are	be	AUX
ajst-30226	70	12	regarded	regard	VERB
ajst-30226	70	13	as	as	ADP
ajst-30226	70	14	final	final	ADJ
ajst-30226	70	15	uncertain	uncertain	ADJ
ajst-30226	70	16	points	point	NOUN
ajst-30226	70	17	and	and	CCONJ
ajst-30226	70	18	assigned	assign	VERB
ajst-30226	70	19	specific	specific	ADJ
ajst-30226	70	20	values	value	NOUN
ajst-30226	70	21	.	.	PUNCT
ajst-30226	71	1	taking	take	VERB
ajst-30226	71	2	the	the	DET
ajst-30226	71	3	city	city	NOUN
ajst-30226	71	4	of	of	ADP
ajst-30226	71	5	wuhan	wuhan	PROPN
ajst-30226	71	6	as	as	ADP
ajst-30226	71	7	an	an	DET
ajst-30226	71	8	example	example	NOUN
ajst-30226	71	9	,	,	PUNCT
ajst-30226	71	10	the	the	DET
ajst-30226	71	11	above	above	ADJ
ajst-30226	71	12	process	process	NOUN
ajst-30226	71	13	is	be	AUX
ajst-30226	71	14	shown	show	VERB
ajst-30226	71	15	in	in	ADP
ajst-30226	71	16	figure	figure	NOUN
ajst-30226	71	17	5	5	NUM
ajst-30226	71	18	.	.	PUNCT
ajst-30226	71	19	figure	figure	NOUN
ajst-30226	71	20	5	5	NUM
ajst-30226	71	21	.	.	PUNCT
ajst-30226	72	1	wuhan	wuhan	PROPN
ajst-30226	72	2	classification	classification	PROPN
ajst-30226	72	3	after	after	ADP
ajst-30226	72	4	optimization	optimization	NOUN
ajst-30226	72	5	(	(	PUNCT
ajst-30226	72	6	where	where	SCONJ
ajst-30226	72	7	a	a	PRON
ajst-30226	72	8	,	,	PUNCT
ajst-30226	72	9	b	b	NOUN
ajst-30226	72	10	,	,	PUNCT
ajst-30226	72	11	c	c	NOUN
ajst-30226	72	12	,	,	PUNCT
ajst-30226	72	13	d	d	NOUN
ajst-30226	72	14	,	,	PUNCT
ajst-30226	72	15	and	and	CCONJ
ajst-30226	72	16	e	e	PROPN
ajst-30226	72	17	represent	represent	VERB
ajst-30226	72	18	wuhan	wuhan	PROPN
ajst-30226	72	19	’s	’s	PART
ajst-30226	72	20	gisa	gisa	NOUN
ajst-30226	72	21	products	product	NOUN
ajst-30226	72	22	,	,	PUNCT
ajst-30226	72	23	glc_fcs302020	glc_fcs302020	PROPN
ajst-30226	72	24	products	product	NOUN
ajst-30226	72	25	,	,	PUNCT
ajst-30226	72	26	gisa	gisa	NOUN
ajst-30226	72	27	product	product	NOUN
ajst-30226	72	28	impermeable	impermeable	ADJ
ajst-30226	72	29	surfaces	surface	NOUN
ajst-30226	72	30	,	,	PUNCT
ajst-30226	72	31	glc_fcs30	glc_fcs30	NOUN
ajst-30226	72	32	-	-	PUNCT
ajst-30226	72	33	2020	2020	NUM
ajst-30226	72	34	product	product	NOUN
ajst-30226	72	35	impermeable	impermeable	ADJ
ajst-30226	72	36	surfaces	surface	NOUN
ajst-30226	72	37	,	,	PUNCT
ajst-30226	72	38	and	and	CCONJ
ajst-30226	72	39	fusion	fusion	NOUN
ajst-30226	72	40	optimized	optimize	VERB
ajst-30226	72	41	samples	sample	NOUN
ajst-30226	72	42	respectively	respectively	ADV
ajst-30226	72	43	)	)	PUNCT
ajst-30226	72	44	2.7	2.7	NUM
ajst-30226	72	45	.	.	PUNCT
ajst-30226	73	1	sample	sample	NOUN
ajst-30226	73	2	construction	construction	NOUN
ajst-30226	73	3	of	of	ADP
ajst-30226	73	4	eco	eco	PROPN
ajst-30226	73	5	-	-	PUNCT
ajst-30226	73	6	geographic	geographic	ADJ
ajst-30226	73	7	zones	zone	NOUN
ajst-30226	73	8	sample	sample	NOUN
ajst-30226	73	9	construction	construction	NOUN
ajst-30226	73	10	uses	use	VERB
ajst-30226	73	11	gf-1	gf-1	ADP
ajst-30226	73	12	imagery	imagery	NOUN
ajst-30226	73	13	,	,	PUNCT
ajst-30226	73	14	and	and	CCONJ
ajst-30226	73	15	uses	use	VERB
ajst-30226	73	16	the	the	DET
ajst-30226	73	17	same	same	ADJ
ajst-30226	73	18	automatic	automatic	ADJ
ajst-30226	73	19	sample	sample	NOUN
ajst-30226	73	20	construction	construction	NOUN
ajst-30226	73	21	method	method	NOUN
ajst-30226	73	22	as	as	ADP
ajst-30226	73	23	w-4	w-4	PROPN
ajst-30226	73	24	wuhan	wuhan	PROPN
ajst-30226	73	25	city	city	PROPN
ajst-30226	73	26	to	to	PART
ajst-30226	73	27	create	create	VERB
ajst-30226	73	28	sample	sample	NOUN
ajst-30226	73	29	sets	set	NOUN
ajst-30226	73	30	for	for	ADP
ajst-30226	73	31	w-1	w-1	PROPN
ajst-30226	73	32	urumqi	urumqi	PROPN
ajst-30226	73	33	city	city	PROPN
ajst-30226	73	34	,	,	PUNCT
ajst-30226	73	35	w-2	w-2	NOUN
ajst-30226	73	36	ili	ili	PROPN
ajst-30226	73	37	kazakh	kazakh	PROPN
ajst-30226	73	38	autonomous	autonomous	ADJ
ajst-30226	73	39	prefecture	prefecture	NOUN
ajst-30226	73	40	,	,	PUNCT
ajst-30226	73	41	and	and	CCONJ
ajst-30226	73	42	w-3	w-3	NOUN
ajst-30226	73	43	beijing	beijing	PROPN
ajst-30226	73	44	city	city	PROPN
ajst-30226	73	45	for	for	ADP
ajst-30226	73	46	ecological	ecological	ADJ
ajst-30226	73	47	geographical	geographical	ADJ
ajst-30226	73	48	zoning	zoning	NOUN
ajst-30226	73	49	.	.	PUNCT
ajst-30226	74	1	model	model	NOUN
ajst-30226	74	2	training	training	NOUN
ajst-30226	74	3	.	.	PUNCT
ajst-30226	75	1	the	the	DET
ajst-30226	75	2	samples	sample	NOUN
ajst-30226	75	3	of	of	ADP
ajst-30226	75	4	the	the	DET
ajst-30226	75	5	four	four	NUM
ajst-30226	75	6	major	major	ADJ
ajst-30226	75	7	partitions	partition	NOUN
ajst-30226	75	8	are	be	AUX
ajst-30226	75	9	shown	show	VERB
ajst-30226	75	10	in	in	ADP
ajst-30226	75	11	figure	figure	NOUN
ajst-30226	75	12	6	6	NUM
ajst-30226	75	13	:	:	SYM
ajst-30226	75	14	316	316	NUM
ajst-30226	75	15	w1	w1	NOUN
ajst-30226	75	16	-	-	PUNCT
ajst-30226	75	17	wulumuqi	wulumuqi	NOUN
ajst-30226	75	18	sample	sample	NOUN
ajst-30226	75	19	w2	w2	NOUN
ajst-30226	75	20	-	-	PUNCT
ajst-30226	75	21	yili	yili	NOUN
ajst-30226	75	22	sample	sample	PROPN
ajst-30226	75	23	w3	w3	PROPN
ajst-30226	75	24	-	-	PUNCT
ajst-30226	75	25	beijing	beijing	PROPN
ajst-30226	75	26	sample	sample	PROPN
ajst-30226	75	27	w4	w4	PROPN
ajst-30226	75	28	-	-	PUNCT
ajst-30226	75	29	wuhan	wuhan	PROPN
ajst-30226	75	30	sample	sample	PROPN
ajst-30226	75	31	permeable	permeable	ADJ
ajst-30226	75	32	surface	surface	NOUN
ajst-30226	75	33	points	point	NOUN
ajst-30226	75	34	of	of	ADP
ajst-30226	75	35	conflict	conflict	NOUN
ajst-30226	75	36	impervious	impervious	ADJ
ajst-30226	75	37	surface	surface	NOUN
ajst-30226	75	38	figure	figure	NOUN
ajst-30226	75	39	6	6	NUM
ajst-30226	75	40	.	.	PUNCT
ajst-30226	75	41	results	result	NOUN
ajst-30226	75	42	of	of	ADP
ajst-30226	75	43	the	the	DET
ajst-30226	75	44	urban	urban	ADJ
ajst-30226	75	45	samples	sample	NOUN
ajst-30226	75	46	from	from	ADP
ajst-30226	75	47	the	the	DET
ajst-30226	75	48	four	four	NUM
ajst-30226	75	49	major	major	ADJ
ajst-30226	75	50	eco	eco	NOUN
ajst-30226	75	51	-	-	PUNCT
ajst-30226	75	52	geographical	geographical	ADJ
ajst-30226	75	53	precipitation	precipitation	NOUN
ajst-30226	75	54	sub	sub	NOUN
ajst-30226	75	55	-	-	NOUN
ajst-30226	75	56	regions	region	NOUN
ajst-30226	75	57	3	3	NUM
ajst-30226	75	58	.	.	X
ajst-30226	75	59	deep	deep	ADJ
ajst-30226	75	60	learning	learning	NOUN
ajst-30226	75	61	models	model	NOUN
ajst-30226	75	62	of	of	ADP
ajst-30226	75	63	impervious	impervious	ADJ
ajst-30226	75	64	surfaces	surface	NOUN
ajst-30226	75	65	for	for	ADP
ajst-30226	75	66	ecological	ecological	ADJ
ajst-30226	75	67	geographic	geographic	ADJ
ajst-30226	75	68	zonin	zonin	PROPN
ajst-30226	75	69	3.1	3.1	NUM
ajst-30226	75	70	.	.	PUNCT
ajst-30226	76	1	sample	sample	NOUN
ajst-30226	76	2	preparation	preparation	NOUN
ajst-30226	76	3	for	for	ADP
ajst-30226	76	4	eco	eco	PROPN
ajst-30226	76	5	-	-	PUNCT
ajst-30226	76	6	geographic	geographic	ADJ
ajst-30226	76	7	zoning	zoning	NOUN
ajst-30226	76	8	in	in	ADP
ajst-30226	76	9	order	order	NOUN
ajst-30226	76	10	to	to	PART
ajst-30226	76	11	train	train	VERB
ajst-30226	76	12	the	the	DET
ajst-30226	76	13	deep	deep	ADJ
ajst-30226	76	14	learning	learning	NOUN
ajst-30226	76	15	model	model	NOUN
ajst-30226	76	16	,	,	PUNCT
ajst-30226	76	17	the	the	DET
ajst-30226	76	18	remote	remote	ADJ
ajst-30226	76	19	sensing	sensing	NOUN
ajst-30226	76	20	images	image	NOUN
ajst-30226	76	21	of	of	ADP
ajst-30226	76	22	each	each	DET
ajst-30226	76	23	study	study	NOUN
ajst-30226	76	24	area	area	NOUN
ajst-30226	76	25	are	be	AUX
ajst-30226	76	26	divided	divide	VERB
ajst-30226	76	27	into	into	ADP
ajst-30226	76	28	small	small	ADJ
ajst-30226	76	29	blocks	block	NOUN
ajst-30226	76	30	of	of	ADP
ajst-30226	76	31	size	size	NOUN
ajst-30226	76	32	512	512	NUM
ajst-30226	76	33	x	x	SYM
ajst-30226	76	34	512	512	NUM
ajst-30226	76	35	.	.	PUNCT
ajst-30226	77	1	it	it	PRON
ajst-30226	77	2	facilitates	facilitate	VERB
ajst-30226	77	3	large	large	ADJ
ajst-30226	77	4	-	-	PUNCT
ajst-30226	77	5	scale	scale	NOUN
ajst-30226	77	6	remote	remote	ADJ
ajst-30226	77	7	sensing	sense	VERB
ajst-30226	77	8	data	datum	NOUN
ajst-30226	77	9	processing	processing	NOUN
ajst-30226	77	10	and	and	CCONJ
ajst-30226	77	11	avoids	avoid	VERB
ajst-30226	77	12	computer	computer	NOUN
ajst-30226	77	13	memory	memory	NOUN
ajst-30226	77	14	overflow	overflow	NOUN
ajst-30226	77	15	.	.	PUNCT
ajst-30226	78	1	allowing	allow	VERB
ajst-30226	78	2	a	a	DET
ajst-30226	78	3	repetition	repetition	NOUN
ajst-30226	78	4	rate	rate	NOUN
ajst-30226	78	5	of	of	ADP
ajst-30226	78	6	0.1	0.1	NUM
ajst-30226	78	7	when	when	SCONJ
ajst-30226	78	8	dividing	dividing	NOUN
ajst-30226	78	9	can	can	AUX
ajst-30226	78	10	obtain	obtain	VERB
ajst-30226	78	11	more	more	ADV
ajst-30226	78	12	diverse	diverse	ADJ
ajst-30226	78	13	data	datum	NOUN
ajst-30226	78	14	and	and	CCONJ
ajst-30226	78	15	improve	improve	VERB
ajst-30226	78	16	model	model	NOUN
ajst-30226	78	17	generalization	generalization	NOUN
ajst-30226	78	18	.	.	PUNCT
ajst-30226	79	1	the	the	DET
ajst-30226	79	2	images	image	NOUN
ajst-30226	79	3	are	be	AUX
ajst-30226	79	4	further	far	ADV
ajst-30226	79	5	divided	divide	VERB
ajst-30226	79	6	into	into	ADP
ajst-30226	79	7	training	training	NOUN
ajst-30226	79	8	set	set	NOUN
ajst-30226	79	9	,	,	PUNCT
ajst-30226	79	10	validation	validation	NOUN
ajst-30226	79	11	set	set	NOUN
ajst-30226	79	12	and	and	CCONJ
ajst-30226	79	13	test	test	NOUN
ajst-30226	79	14	set	set	VERB
ajst-30226	79	15	.	.	PUNCT
ajst-30226	80	1	the	the	DET
ajst-30226	80	2	training	training	NOUN
ajst-30226	80	3	set	set	NOUN
ajst-30226	80	4	is	be	AUX
ajst-30226	80	5	used	use	VERB
ajst-30226	80	6	to	to	PART
ajst-30226	80	7	train	train	VERB
ajst-30226	80	8	the	the	DET
ajst-30226	80	9	developed	develop	VERB
ajst-30226	80	10	model	model	NOUN
ajst-30226	80	11	;	;	PUNCT
ajst-30226	80	12	the	the	DET
ajst-30226	80	13	validation	validation	NOUN
ajst-30226	80	14	set	set	NOUN
ajst-30226	80	15	is	be	AUX
ajst-30226	80	16	used	use	VERB
ajst-30226	80	17	to	to	PART
ajst-30226	80	18	verify	verify	VERB
ajst-30226	80	19	the	the	DET
ajst-30226	80	20	performance	performance	NOUN
ajst-30226	80	21	of	of	ADP
ajst-30226	80	22	the	the	DET
ajst-30226	80	23	model	model	NOUN
ajst-30226	80	24	and	and	CCONJ
ajst-30226	80	25	adjust	adjust	VERB
ajst-30226	80	26	model	model	NOUN
ajst-30226	80	27	parameters	parameter	NOUN
ajst-30226	80	28	during	during	ADP
ajst-30226	80	29	the	the	DET
ajst-30226	80	30	training	training	NOUN
ajst-30226	80	31	process	process	NOUN
ajst-30226	80	32	;	;	PUNCT
ajst-30226	80	33	the	the	DET
ajst-30226	80	34	test	test	NOUN
ajst-30226	80	35	set	set	NOUN
ajst-30226	80	36	is	be	AUX
ajst-30226	80	37	used	use	VERB
ajst-30226	80	38	for	for	ADP
ajst-30226	80	39	final	final	ADJ
ajst-30226	80	40	model	model	NOUN
ajst-30226	80	41	evaluation	evaluation	NOUN
ajst-30226	80	42	after	after	SCONJ
ajst-30226	80	43	the	the	DET
ajst-30226	80	44	model	model	NOUN
ajst-30226	80	45	training	training	NOUN
ajst-30226	80	46	is	be	AUX
ajst-30226	80	47	completed	complete	VERB
ajst-30226	80	48	.	.	PUNCT
ajst-30226	81	1	when	when	SCONJ
ajst-30226	81	2	actually	actually	ADV
ajst-30226	81	3	training	train	VERB
ajst-30226	81	4	the	the	DET
ajst-30226	81	5	network	network	NOUN
ajst-30226	81	6	,	,	PUNCT
ajst-30226	81	7	there	there	PRON
ajst-30226	81	8	are	be	VERB
ajst-30226	81	9	only	only	ADV
ajst-30226	81	10	impervious	impervious	ADJ
ajst-30226	81	11	surfaces	surface	NOUN
ajst-30226	81	12	and	and	CCONJ
ajst-30226	81	13	permeable	permeable	ADJ
ajst-30226	81	14	surfaces	surface	NOUN
ajst-30226	81	15	in	in	ADP
ajst-30226	81	16	the	the	DET
ajst-30226	81	17	labels	label	NOUN
ajst-30226	81	18	.	.	PUNCT
ajst-30226	82	1	in	in	ADP
ajst-30226	82	2	order	order	NOUN
ajst-30226	82	3	to	to	PART
ajst-30226	82	4	display	display	VERB
ajst-30226	82	5	the	the	DET
ajst-30226	82	6	labels	label	NOUN
ajst-30226	82	7	,	,	PUNCT
ajst-30226	82	8	the	the	DET
ajst-30226	82	9	pixel	pixel	PROPN
ajst-30226	82	10	value	value	NOUN
ajst-30226	82	11	0	0	NUM
ajst-30226	82	12	is	be	AUX
ajst-30226	82	13	changed	change	VERB
ajst-30226	82	14	to	to	ADP
ajst-30226	82	15	255	255	NUM
ajst-30226	82	16	.	.	PUNCT
ajst-30226	83	1	the	the	DET
ajst-30226	83	2	white	white	ADJ
ajst-30226	83	3	color	color	NOUN
ajst-30226	83	4	in	in	ADP
ajst-30226	83	5	the	the	DET
ajst-30226	83	6	label	label	NOUN
ajst-30226	83	7	map	map	NOUN
ajst-30226	83	8	represents	represent	VERB
ajst-30226	83	9	the	the	DET
ajst-30226	83	10	impermeable	impermeable	ADJ
ajst-30226	83	11	surface	surface	NOUN
ajst-30226	83	12	type	type	NOUN
ajst-30226	83	13	,	,	PUNCT
ajst-30226	83	14	and	and	CCONJ
ajst-30226	83	15	the	the	DET
ajst-30226	83	16	black	black	ADJ
ajst-30226	83	17	color	color	NOUN
ajst-30226	83	18	represents	represent	VERB
ajst-30226	83	19	the	the	DET
ajst-30226	83	20	non	non	ADJ
ajst-30226	83	21	-	-	ADJ
ajst-30226	83	22	impervious	impervious	ADJ
ajst-30226	83	23	surface	surface	NOUN
ajst-30226	83	24	type	type	NOUN
ajst-30226	83	25	.	.	PUNCT
ajst-30226	84	1	some	some	DET
ajst-30226	84	2	sample	sample	NOUN
ajst-30226	84	3	displays	display	NOUN
ajst-30226	84	4	are	be	AUX
ajst-30226	84	5	shown	show	VERB
ajst-30226	84	6	in	in	ADP
ajst-30226	84	7	figure	figure	NOUN
ajst-30226	84	8	7	7	NUM
ajst-30226	84	9	.	.	PUNCT
ajst-30226	84	10	w1	w1	NOUN
ajst-30226	84	11	-	-	PUNCT
ajst-30226	84	12	urumqi	urumqi	PROPN
ajst-30226	84	13	imaging	imaging	NOUN
ajst-30226	84	14	tags	tag	NOUN
ajst-30226	84	15	w2	w2	PROPN
ajst-30226	84	16	-	-	PUNCT
ajst-30226	84	17	ili	ili	PROPN
ajst-30226	84	18	imaging	imaging	PROPN
ajst-30226	84	19	tags	tag	NOUN
ajst-30226	84	20	w3	w3	PROPN
ajst-30226	84	21	-	-	PUNCT
ajst-30226	84	22	beijing	beijing	PROPN
ajst-30226	84	23	imaging	imaging	PROPN
ajst-30226	84	24	tags	tag	NOUN
ajst-30226	84	25	w4	w4	NOUN
ajst-30226	84	26	-	-	PUNCT
ajst-30226	84	27	wuhan	wuhan	PROPN
ajst-30226	84	28	imaging	image	VERB
ajst-30226	84	29	tags	tag	NOUN
ajst-30226	84	30	figure	figure	VERB
ajst-30226	84	31	7	7	NUM
ajst-30226	84	32	.	.	PUNCT
ajst-30226	84	33	display	display	NOUN
ajst-30226	84	34	of	of	ADP
ajst-30226	84	35	localized	localized	ADJ
ajst-30226	84	36	samples	sample	NOUN
ajst-30226	84	37	in	in	ADP
ajst-30226	84	38	four	four	NUM
ajst-30226	84	39	partitions	partition	NOUN
ajst-30226	84	40	317	317	NUM
ajst-30226	84	41	3.2	3.2	NUM
ajst-30226	84	42	.	.	PUNCT
ajst-30226	85	1	efficient	efficient	ADJ
ajst-30226	85	2	deep	deep	ADJ
ajst-30226	85	3	learning	learn	VERB
ajst-30226	85	4	modeling	model	VERB
ajst-30226	85	5	framework	framework	NOUN
ajst-30226	85	6	resnest	resn	ADJ
ajst-30226	85	7	(	(	PUNCT
ajst-30226	85	8	residual	residual	ADJ
ajst-30226	85	9	networks	network	NOUN
ajst-30226	85	10	with	with	ADP
ajst-30226	85	11	stacked	stack	VERB
ajst-30226	85	12	attention	attention	NOUN
ajst-30226	85	13	)	)	PUNCT
ajst-30226	85	14	is	be	AUX
ajst-30226	85	15	an	an	DET
ajst-30226	85	16	improved	improved	ADJ
ajst-30226	85	17	general	general	ADJ
ajst-30226	85	18	backbone	backbone	NOUN
ajst-30226	85	19	network	network	NOUN
ajst-30226	85	20	.	.	PUNCT
ajst-30226	86	1	one	one	NUM
ajst-30226	86	2	of	of	ADP
ajst-30226	86	3	its	its	PRON
ajst-30226	86	4	core	core	NOUN
ajst-30226	86	5	features	feature	NOUN
ajst-30226	86	6	is	be	AUX
ajst-30226	86	7	that	that	SCONJ
ajst-30226	86	8	it	it	PRON
ajst-30226	86	9	retains	retain	VERB
ajst-30226	86	10	the	the	DET
ajst-30226	86	11	residual	residual	ADJ
ajst-30226	86	12	connection	connection	NOUN
ajst-30226	86	13	structure	structure	NOUN
ajst-30226	86	14	of	of	ADP
ajst-30226	86	15	resnet	resnet	NOUN
ajst-30226	86	16	and	and	CCONJ
ajst-30226	86	17	solves	solve	VERB
ajst-30226	86	18	the	the	DET
ajst-30226	86	19	gradient	gradient	ADJ
ajst-30226	86	20	disappearance	disappearance	NOUN
ajst-30226	86	21	problem	problem	NOUN
ajst-30226	86	22	of	of	ADP
ajst-30226	86	23	deep	deep	ADJ
ajst-30226	86	24	networks	network	NOUN
ajst-30226	86	25	through	through	ADP
ajst-30226	86	26	skip	skip	ADJ
ajst-30226	86	27	connections	connection	NOUN
ajst-30226	86	28	,	,	PUNCT
ajst-30226	86	29	allowing	allow	VERB
ajst-30226	86	30	the	the	DET
ajst-30226	86	31	network	network	NOUN
ajst-30226	86	32	to	to	PART
ajst-30226	86	33	learn	learn	VERB
ajst-30226	86	34	more	more	ADV
ajst-30226	86	35	deeply	deeply	ADV
ajst-30226	86	36	and	and	CCONJ
ajst-30226	86	37	improve	improve	VERB
ajst-30226	86	38	performance	performance	NOUN
ajst-30226	86	39	.	.	PUNCT
ajst-30226	87	1	in	in	ADP
ajst-30226	87	2	order	order	NOUN
ajst-30226	87	3	to	to	PART
ajst-30226	87	4	make	make	VERB
ajst-30226	87	5	more	more	ADV
ajst-30226	87	6	effective	effective	ADJ
ajst-30226	87	7	use	use	NOUN
ajst-30226	87	8	of	of	ADP
ajst-30226	87	9	cross	cross	ADJ
ajst-30226	87	10	-	-	ADJ
ajst-30226	87	11	channel	channel	ADJ
ajst-30226	87	12	information	information	NOUN
ajst-30226	87	13	,	,	PUNCT
ajst-30226	87	14	a	a	DET
ajst-30226	87	15	splitattention	splitattention	NOUN
ajst-30226	87	16	mechanism	mechanism	NOUN
ajst-30226	87	17	is	be	AUX
ajst-30226	87	18	introduced	introduce	VERB
ajst-30226	87	19	and	and	CCONJ
ajst-30226	87	20	an	an	DET
ajst-30226	87	21	attention	attention	NOUN
ajst-30226	87	22	module	module	NOUN
ajst-30226	87	23	is	be	AUX
ajst-30226	87	24	added	add	VERB
ajst-30226	87	25	to	to	ADP
ajst-30226	87	26	each	each	DET
ajst-30226	87	27	residual	residual	ADJ
ajst-30226	87	28	block	block	NOUN
ajst-30226	87	29	.	.	PUNCT
ajst-30226	88	1	adopt	adopt	VERB
ajst-30226	88	2	innovative	innovative	ADJ
ajst-30226	88	3	grouping	grouping	NOUN
ajst-30226	88	4	and	and	CCONJ
ajst-30226	88	5	segmentation	segmentation	NOUN
ajst-30226	88	6	strategies	strategy	NOUN
ajst-30226	88	7	to	to	PART
ajst-30226	88	8	extract	extract	VERB
ajst-30226	88	9	rich	rich	ADJ
ajst-30226	88	10	channel	channel	NOUN
ajst-30226	88	11	features	feature	NOUN
ajst-30226	88	12	.	.	PUNCT
ajst-30226	89	1	first	first	ADV
ajst-30226	89	2	,	,	PUNCT
ajst-30226	89	3	the	the	DET
ajst-30226	89	4	input	input	NOUN
ajst-30226	89	5	images	image	NOUN
ajst-30226	89	6	are	be	AUX
ajst-30226	89	7	grouped	group	VERB
ajst-30226	89	8	and	and	CCONJ
ajst-30226	89	9	internally	internally	ADV
ajst-30226	89	10	segmented	segment	VERB
ajst-30226	89	11	into	into	ADP
ajst-30226	89	12	multiple	multiple	ADJ
ajst-30226	89	13	branches	branch	NOUN
ajst-30226	89	14	to	to	PART
ajst-30226	89	15	increase	increase	VERB
ajst-30226	89	16	capacity	capacity	NOUN
ajst-30226	89	17	and	and	CCONJ
ajst-30226	89	18	capture	capture	VERB
ajst-30226	89	19	various	various	ADJ
ajst-30226	89	20	details	detail	NOUN
ajst-30226	89	21	and	and	CCONJ
ajst-30226	89	22	complexity	complexity	NOUN
ajst-30226	89	23	.	.	PUNCT
ajst-30226	90	1	the	the	DET
ajst-30226	90	2	structure	structure	NOUN
ajst-30226	90	3	consists	consist	VERB
ajst-30226	90	4	of	of	ADP
ajst-30226	90	5	multiple	multiple	ADJ
ajst-30226	90	6	stacked	stack	VERB
ajst-30226	90	7	attention	attention	NOUN
ajst-30226	90	8	modules	module	NOUN
ajst-30226	90	9	,	,	PUNCT
ajst-30226	90	10	each	each	DET
ajst-30226	90	11	module	module	NOUN
ajst-30226	90	12	has	have	VERB
ajst-30226	90	13	split	split	VERB
ajst-30226	90	14	-	-	PUNCT
ajst-30226	90	15	attention	attention	NOUN
ajst-30226	90	16	.	.	PUNCT
ajst-30226	91	1	when	when	SCONJ
ajst-30226	91	2	processing	processing	NOUN
ajst-30226	91	3	images	image	NOUN
ajst-30226	91	4	,	,	PUNCT
ajst-30226	91	5	pay	pay	VERB
ajst-30226	91	6	more	more	ADJ
ajst-30226	91	7	attention	attention	NOUN
ajst-30226	91	8	to	to	ADP
ajst-30226	91	9	important	important	ADJ
ajst-30226	91	10	parts	part	NOUN
ajst-30226	91	11	of	of	ADP
ajst-30226	91	12	the	the	DET
ajst-30226	91	13	image	image	NOUN
ajst-30226	91	14	to	to	PART
ajst-30226	91	15	improve	improve	VERB
ajst-30226	91	16	recognition	recognition	NOUN
ajst-30226	91	17	and	and	CCONJ
ajst-30226	91	18	segmentation	segmentation	NOUN
ajst-30226	91	19	accuracy	accuracy	NOUN
ajst-30226	91	20	.	.	PUNCT
ajst-30226	92	1	this	this	DET
ajst-30226	92	2	study	study	NOUN
ajst-30226	92	3	introduces	introduce	VERB
ajst-30226	92	4	the	the	DET
ajst-30226	92	5	(	(	PUNCT
ajst-30226	92	6	aspp	aspp	NOUN
ajst-30226	92	7	)	)	PUNCT
ajst-30226	92	8	module	module	NOUN
ajst-30226	92	9	to	to	PART
ajst-30226	92	10	further	far	ADV
ajst-30226	92	11	improve	improve	VERB
ajst-30226	92	12	network	network	NOUN
ajst-30226	92	13	performance	performance	NOUN
ajst-30226	92	14	.	.	PUNCT
ajst-30226	93	1	the	the	DET
ajst-30226	93	2	aspp	aspp	NOUN
ajst-30226	93	3	module	module	NOUN
ajst-30226	93	4	expands	expand	VERB
ajst-30226	93	5	the	the	DET
ajst-30226	93	6	network	network	NOUN
ajst-30226	93	7	receptive	receptive	ADJ
ajst-30226	93	8	field	field	NOUN
ajst-30226	93	9	and	and	CCONJ
ajst-30226	93	10	obtains	obtain	VERB
ajst-30226	93	11	more	more	ADJ
ajst-30226	93	12	feature	feature	NOUN
ajst-30226	93	13	information	information	NOUN
ajst-30226	93	14	without	without	ADP
ajst-30226	93	15	reducing	reduce	VERB
ajst-30226	93	16	the	the	DET
ajst-30226	93	17	resolution	resolution	NOUN
ajst-30226	93	18	.	.	PUNCT
ajst-30226	94	1	this	this	DET
ajst-30226	94	2	design	design	NOUN
ajst-30226	94	3	enables	enable	VERB
ajst-30226	94	4	the	the	DET
ajst-30226	94	5	network	network	NOUN
ajst-30226	94	6	to	to	PART
ajst-30226	94	7	focus	focus	VERB
ajst-30226	94	8	more	more	ADV
ajst-30226	94	9	on	on	ADP
ajst-30226	94	10	important	important	ADJ
ajst-30226	94	11	parts	part	NOUN
ajst-30226	94	12	when	when	SCONJ
ajst-30226	94	13	processing	process	VERB
ajst-30226	94	14	impervious	impervious	ADJ
ajst-30226	94	15	and	and	CCONJ
ajst-30226	94	16	permeable	permeable	ADJ
ajst-30226	94	17	surface	surface	NOUN
ajst-30226	94	18	features	feature	NOUN
ajst-30226	94	19	,	,	PUNCT
ajst-30226	94	20	improving	improve	VERB
ajst-30226	94	21	recognition	recognition	NOUN
ajst-30226	94	22	and	and	CCONJ
ajst-30226	94	23	segmentation	segmentation	NOUN
ajst-30226	94	24	accuracy	accuracy	NOUN
ajst-30226	94	25	.	.	PUNCT
ajst-30226	95	1	the	the	DET
ajst-30226	95	2	network	network	NOUN
ajst-30226	95	3	structure	structure	NOUN
ajst-30226	95	4	diagram	diagram	NOUN
ajst-30226	95	5	of	of	ADP
ajst-30226	95	6	this	this	DET
ajst-30226	95	7	study	study	NOUN
ajst-30226	95	8	is	be	AUX
ajst-30226	95	9	shown	show	VERB
ajst-30226	95	10	in	in	ADP
ajst-30226	95	11	figure	figure	NOUN
ajst-30226	95	12	8	8	NUM
ajst-30226	95	13	.	.	PUNCT
ajst-30226	96	1	figure	figure	NOUN
ajst-30226	96	2	8	8	NUM
ajst-30226	96	3	.	.	PUNCT
ajst-30226	97	1	diagram	diagram	NOUN
ajst-30226	97	2	of	of	ADP
ajst-30226	97	3	the	the	DET
ajst-30226	97	4	network	network	NOUN
ajst-30226	97	5	structure	structure	NOUN
ajst-30226	97	6	of	of	ADP
ajst-30226	97	7	this	this	DET
ajst-30226	97	8	study	study	NOUN
ajst-30226	97	9	first	first	ADV
ajst-30226	97	10	,	,	PUNCT
ajst-30226	97	11	input	input	VERB
ajst-30226	97	12	the	the	DET
ajst-30226	97	13	image	image	NOUN
ajst-30226	97	14	into	into	ADP
ajst-30226	97	15	the	the	DET
ajst-30226	97	16	backbone	backbone	NOUN
ajst-30226	97	17	network	network	NOUN
ajst-30226	97	18	.	.	PUNCT
ajst-30226	98	1	after	after	ADP
ajst-30226	98	2	passing	pass	VERB
ajst-30226	98	3	the	the	DET
ajst-30226	98	4	first	first	ADJ
ajst-30226	98	5	stem	stem	NOUN
ajst-30226	98	6	block	block	NOUN
ajst-30226	98	7	,	,	PUNCT
ajst-30226	98	8	the	the	DET
ajst-30226	98	9	channels	channel	NOUN
ajst-30226	98	10	are	be	AUX
ajst-30226	98	11	reduced	reduce	VERB
ajst-30226	98	12	to	to	ADP
ajst-30226	98	13	128	128	NUM
ajst-30226	98	14	,	,	PUNCT
ajst-30226	98	15	and	and	CCONJ
ajst-30226	98	16	the	the	DET
ajst-30226	98	17	feature	feature	NOUN
ajst-30226	98	18	dimension	dimension	NOUN
ajst-30226	98	19	becomes	become	VERB
ajst-30226	98	20	1/4	1/4	NUM
ajst-30226	98	21	of	of	ADP
ajst-30226	98	22	the	the	DET
ajst-30226	98	23	original	original	NOUN
ajst-30226	98	24	.	.	PUNCT
ajst-30226	99	1	after	after	ADP
ajst-30226	99	2	the	the	DET
ajst-30226	99	3	second	second	ADJ
ajst-30226	99	4	block	block	NOUN
ajst-30226	99	5	,	,	PUNCT
ajst-30226	99	6	the	the	DET
ajst-30226	99	7	channels	channel	NOUN
ajst-30226	99	8	are	be	AUX
ajst-30226	99	9	reduced	reduce	VERB
ajst-30226	99	10	to	to	ADP
ajst-30226	99	11	256	256	NUM
ajst-30226	99	12	,	,	PUNCT
ajst-30226	99	13	and	and	CCONJ
ajst-30226	99	14	the	the	DET
ajst-30226	99	15	feature	feature	NOUN
ajst-30226	99	16	size	size	NOUN
ajst-30226	99	17	is	be	AUX
ajst-30226	99	18	still	still	ADV
ajst-30226	99	19	1/4	1/4	NUM
ajst-30226	99	20	of	of	ADP
ajst-30226	99	21	the	the	DET
ajst-30226	99	22	original	original	NOUN
ajst-30226	99	23	.	.	PUNCT
ajst-30226	100	1	after	after	SCONJ
ajst-30226	100	2	the	the	DET
ajst-30226	100	3	image	image	NOUN
ajst-30226	100	4	leaves	leave	VERB
ajst-30226	100	5	the	the	DET
ajst-30226	100	6	backbone	backbone	NOUN
ajst-30226	100	7	,	,	PUNCT
ajst-30226	100	8	it	it	PRON
ajst-30226	100	9	enters	enter	VERB
ajst-30226	100	10	the	the	DET
ajst-30226	100	11	aspp	aspp	NOUN
ajst-30226	100	12	module	module	NOUN
ajst-30226	100	13	,	,	PUNCT
ajst-30226	100	14	uses	use	VERB
ajst-30226	100	15	1x1	1x1	NUM
ajst-30226	100	16	convolution	convolution	NOUN
ajst-30226	100	17	and	and	CCONJ
ajst-30226	100	18	three	three	NUM
ajst-30226	100	19	atrous	atrous	ADJ
ajst-30226	100	20	convolutions	convolution	NOUN
ajst-30226	100	21	with	with	ADP
ajst-30226	100	22	expansion	expansion	NOUN
ajst-30226	100	23	rates	rate	NOUN
ajst-30226	100	24	of	of	ADP
ajst-30226	100	25	12	12	NUM
ajst-30226	100	26	,	,	PUNCT
ajst-30226	100	27	24	24	NUM
ajst-30226	100	28	,	,	PUNCT
ajst-30226	100	29	and	and	CCONJ
ajst-30226	100	30	36	36	NUM
ajst-30226	100	31	,	,	PUNCT
ajst-30226	100	32	obtains	obtain	VERB
ajst-30226	100	33	multi	multi	ADJ
ajst-30226	100	34	-	-	ADJ
ajst-30226	100	35	scale	scale	ADJ
ajst-30226	100	36	information	information	NOUN
ajst-30226	100	37	through	through	ADP
ajst-30226	100	38	image	image	NOUN
ajst-30226	100	39	pooling	pooling	NOUN
ajst-30226	100	40	,	,	PUNCT
ajst-30226	100	41	and	and	CCONJ
ajst-30226	100	42	uses	use	VERB
ajst-30226	100	43	1x1	1x1	NUM
ajst-30226	100	44	convolution	convolution	NOUN
ajst-30226	100	45	to	to	ADP
ajst-30226	100	46	fuse	fuse	NOUN
ajst-30226	100	47	.	.	PUNCT
ajst-30226	101	1	then	then	ADV
ajst-30226	101	2	,	,	PUNCT
ajst-30226	101	3	it	it	PRON
ajst-30226	101	4	is	be	AUX
ajst-30226	101	5	merged	merge	VERB
ajst-30226	101	6	with	with	ADP
ajst-30226	101	7	the	the	DET
ajst-30226	101	8	first	first	ADJ
ajst-30226	101	9	part	part	NOUN
ajst-30226	101	10	of	of	ADP
ajst-30226	101	11	the	the	DET
ajst-30226	101	12	second	second	ADJ
ajst-30226	101	13	block	block	NOUN
ajst-30226	101	14	through	through	ADP
ajst-30226	101	15	double	double	ADJ
ajst-30226	101	16	upsampling	upsampling	NOUN
ajst-30226	101	17	and	and	CCONJ
ajst-30226	101	18	fused	fuse	VERB
ajst-30226	101	19	through	through	ADP
ajst-30226	101	20	3x3	3x3	NUM
ajst-30226	101	21	convolution	convolution	NOUN
ajst-30226	101	22	.	.	PUNCT
ajst-30226	102	1	four	four	NUM
ajst-30226	102	2	times	time	NOUN
ajst-30226	102	3	upsampling	upsampling	NOUN
ajst-30226	102	4	is	be	AUX
ajst-30226	102	5	performed	perform	VERB
ajst-30226	102	6	to	to	PART
ajst-30226	102	7	obtain	obtain	VERB
ajst-30226	102	8	the	the	DET
ajst-30226	102	9	original	original	ADJ
ajst-30226	102	10	image	image	NOUN
ajst-30226	102	11	size	size	NOUN
ajst-30226	102	12	prediction	prediction	NOUN
ajst-30226	102	13	image	image	NOUN
ajst-30226	102	14	.	.	PUNCT
ajst-30226	103	1	4	4	X
ajst-30226	103	2	.	.	X
ajst-30226	103	3	experimental	experimental	ADJ
ajst-30226	103	4	results	result	NOUN
ajst-30226	103	5	nd	nd	ADP
ajst-30226	103	6	accuracy	accuracy	NOUN
ajst-30226	103	7	evaluation	evaluation	NOUN
ajst-30226	103	8	4.1	4.1	NUM
ajst-30226	103	9	.	.	PUNCT
ajst-30226	103	10	automated	automate	VERB
ajst-30226	103	11	construction	construction	NOUN
ajst-30226	103	12	of	of	ADP
ajst-30226	103	13	impervious	impervious	ADJ
ajst-30226	103	14	surface	surface	NOUN
ajst-30226	103	15	samples	sample	NOUN
ajst-30226	103	16	in	in	ADP
ajst-30226	103	17	the	the	DET
ajst-30226	103	18	second	second	ADJ
ajst-30226	103	19	chapter	chapter	NOUN
ajst-30226	103	20	of	of	ADP
ajst-30226	103	21	the	the	DET
ajst-30226	103	22	analysis	analysis	NOUN
ajst-30226	103	23	,	,	PUNCT
ajst-30226	103	24	the	the	DET
ajst-30226	103	25	post	post	ADJ
ajst-30226	103	26	-	-	ADJ
ajst-30226	103	27	fusion	fusion	ADJ
ajst-30226	103	28	conflict	conflict	NOUN
ajst-30226	103	29	points	point	NOUN
ajst-30226	103	30	are	be	AUX
ajst-30226	103	31	expressed	express	VERB
ajst-30226	103	32	as	as	ADP
ajst-30226	103	33	points	point	NOUN
ajst-30226	103	34	where	where	SCONJ
ajst-30226	103	35	the	the	DET
ajst-30226	103	36	two	two	NUM
ajst-30226	103	37	products	product	NOUN
ajst-30226	103	38	are	be	AUX
ajst-30226	103	39	inconsistent	inconsistent	ADJ
ajst-30226	103	40	in	in	ADP
ajst-30226	103	41	superposition	superposition	NOUN
ajst-30226	103	42	.	.	PUNCT
ajst-30226	104	1	there	there	PRON
ajst-30226	104	2	are	be	VERB
ajst-30226	104	3	two	two	NUM
ajst-30226	104	4	main	main	ADJ
ajst-30226	104	5	reasons	reason	NOUN
ajst-30226	104	6	:	:	PUNCT
ajst-30226	104	7	first	first	ADV
ajst-30226	104	8	,	,	PUNCT
ajst-30226	104	9	the	the	DET
ajst-30226	104	10	glc_fcs-2020	glc_fcs-2020	NOUN
ajst-30226	104	11	product	product	NOUN
ajst-30226	104	12	is	be	AUX
ajst-30226	104	13	in	in	ADP
ajst-30226	104	14	2020	2020	NUM
ajst-30226	104	15	,	,	PUNCT
ajst-30226	104	16	and	and	CCONJ
ajst-30226	104	17	the	the	DET
ajst-30226	104	18	gisa	gisa	NOUN
ajst-30226	104	19	data	data	NOUN
ajst-30226	104	20	is	be	AUX
ajst-30226	104	21	in	in	ADP
ajst-30226	104	22	2019	2019	NUM
ajst-30226	104	23	.	.	PUNCT
ajst-30226	105	1	the	the	DET
ajst-30226	105	2	difference	difference	NOUN
ajst-30226	105	3	between	between	ADP
ajst-30226	105	4	the	the	DET
ajst-30226	105	5	two	two	NUM
ajst-30226	105	6	products	product	NOUN
ajst-30226	105	7	is	be	AUX
ajst-30226	105	8	one	one	NUM
ajst-30226	105	9	year	year	NOUN
ajst-30226	105	10	,	,	PUNCT
ajst-30226	105	11	and	and	CCONJ
ajst-30226	105	12	the	the	DET
ajst-30226	105	13	city	city	NOUN
ajst-30226	105	14	the	the	DET
ajst-30226	105	15	impermeable	impermeable	ADJ
ajst-30226	105	16	surface	surface	NOUN
ajst-30226	105	17	of	of	ADP
ajst-30226	105	18	development	development	NOUN
ajst-30226	105	19	has	have	AUX
ajst-30226	105	20	increased	increase	VERB
ajst-30226	105	21	;	;	PUNCT
ajst-30226	105	22	secondly	secondly	ADV
ajst-30226	105	23	,	,	PUNCT
ajst-30226	105	24	the	the	DET
ajst-30226	105	25	two	two	NUM
ajst-30226	105	26	products	product	NOUN
ajst-30226	105	27	use	use	VERB
ajst-30226	105	28	different	different	ADJ
ajst-30226	105	29	classification	classification	NOUN
ajst-30226	105	30	systems	system	NOUN
ajst-30226	105	31	,	,	PUNCT
ajst-30226	105	32	different	different	ADJ
ajst-30226	105	33	source	source	NOUN
ajst-30226	105	34	data	datum	NOUN
ajst-30226	105	35	,	,	PUNCT
ajst-30226	105	36	different	different	ADJ
ajst-30226	105	37	mapping	mapping	NOUN
ajst-30226	105	38	rules	rule	NOUN
ajst-30226	105	39	,	,	PUNCT
ajst-30226	105	40	and	and	CCONJ
ajst-30226	105	41	misclassification	misclassification	NOUN
ajst-30226	105	42	of	of	ADP
ajst-30226	105	43	products	product	NOUN
ajst-30226	105	44	.	.	PUNCT
ajst-30226	106	1	finally	finally	ADV
ajst-30226	106	2	,	,	PUNCT
ajst-30226	106	3	the	the	DET
ajst-30226	106	4	conflict	conflict	NOUN
ajst-30226	106	5	points	point	NOUN
ajst-30226	106	6	of	of	ADP
ajst-30226	106	7	wuhan	wuhan	PROPN
ajst-30226	106	8	classification	classification	NOUN
ajst-30226	106	9	pixels	pixel	NOUN
ajst-30226	106	10	after	after	ADP
ajst-30226	106	11	osm	osm	NOUN
ajst-30226	106	12	optimization	optimization	NOUN
ajst-30226	106	13	are	be	AUX
ajst-30226	106	14	considered	consider	VERB
ajst-30226	106	15	to	to	PART
ajst-30226	106	16	be	be	AUX
ajst-30226	106	17	uncertain	uncertain	ADJ
ajst-30226	106	18	points	point	NOUN
ajst-30226	106	19	.	.	PUNCT
ajst-30226	107	1	through	through	ADP
ajst-30226	107	2	data	datum	NOUN
ajst-30226	107	3	comparison	comparison	NOUN
ajst-30226	107	4	and	and	CCONJ
ajst-30226	107	5	image	image	NOUN
ajst-30226	107	6	comparison	comparison	NOUN
ajst-30226	107	7	before	before	ADV
ajst-30226	107	8	and	and	CCONJ
ajst-30226	107	9	after	after	ADP
ajst-30226	107	10	optimization	optimization	NOUN
ajst-30226	107	11	(	(	PUNCT
ajst-30226	107	12	as	as	SCONJ
ajst-30226	107	13	shown	show	VERB
ajst-30226	107	14	in	in	ADP
ajst-30226	107	15	figure	figure	NOUN
ajst-30226	107	16	9	9	NUM
ajst-30226	107	17	and	and	CCONJ
ajst-30226	107	18	table	table	NOUN
ajst-30226	107	19	3	3	NUM
ajst-30226	107	20	)	)	PUNCT
ajst-30226	107	21	,	,	PUNCT
ajst-30226	107	22	the	the	DET
ajst-30226	107	23	situation	situation	NOUN
ajst-30226	107	24	of	of	ADP
ajst-30226	107	25	the	the	DET
ajst-30226	107	26	impermeable	impermeable	ADJ
ajst-30226	107	27	surface	surface	NOUN
ajst-30226	107	28	has	have	AUX
ajst-30226	107	29	been	be	AUX
ajst-30226	107	30	significantly	significantly	ADV
ajst-30226	107	31	optimized	optimize	VERB
ajst-30226	107	32	.	.	PUNCT
ajst-30226	108	1	318	318	NUM
ajst-30226	108	2	gf-1	gf-1	ADV
ajst-30226	108	3	imagery	imagery	NOUN
ajst-30226	108	4	before	before	ADP
ajst-30226	108	5	optimization	optimization	NOUN
ajst-30226	108	6	after	after	SCONJ
ajst-30226	108	7	optimization	optimization	NOUN
ajst-30226	108	8	figure	figure	NOUN
ajst-30226	108	9	9	9	NUM
ajst-30226	108	10	.	.	PUNCT
ajst-30226	108	11	comparison	comparison	NOUN
ajst-30226	108	12	of	of	ADP
ajst-30226	108	13	before	before	ADP
ajst-30226	108	14	and	and	CCONJ
ajst-30226	108	15	after	after	ADP
ajst-30226	108	16	optimization	optimization	NOUN
ajst-30226	108	17	table	table	NOUN
ajst-30226	108	18	3	3	NUM
ajst-30226	108	19	.	.	PUNCT
ajst-30226	109	1	comparison	comparison	NOUN
ajst-30226	109	2	of	of	ADP
ajst-30226	109	3	data	datum	NOUN
ajst-30226	109	4	before	before	ADV
ajst-30226	109	5	and	and	CCONJ
ajst-30226	109	6	after	after	ADP
ajst-30226	109	7	osm	osm	NOUN
ajst-30226	109	8	optimization	optimization	NOUN
ajst-30226	109	9	impervious	impervious	ADJ
ajst-30226	109	10	surface	surface	NOUN
ajst-30226	109	11	points	point	NOUN
ajst-30226	109	12	non	non	ADJ
ajst-30226	109	13	-	-	ADJ
ajst-30226	109	14	impervious	impervious	ADJ
ajst-30226	109	15	surface	surface	NOUN
ajst-30226	109	16	points	point	NOUN
ajst-30226	109	17	points	point	NOUN
ajst-30226	109	18	of	of	ADP
ajst-30226	109	19	conflict	conflict	NOUN
ajst-30226	109	20	before	before	ADP
ajst-30226	109	21	osm	osm	PROPN
ajst-30226	109	22	optimization	optimization	NOUN
ajst-30226	109	23	4,135,518	4,135,518	NUM
ajst-30226	109	24	73,047,151	73,047,151	NUM
ajst-30226	109	25	2,423,091	2,423,091	NUM
ajst-30226	109	26	after	after	ADP
ajst-30226	109	27	osm	osm	NOUN
ajst-30226	109	28	optimization	optimization	NOUN
ajst-30226	109	29	4,139,481	4,139,481	NUM
ajst-30226	109	30	73,102,132	73,102,132	NUM
ajst-30226	109	31	2,364,147	2,364,147	NUM
ajst-30226	109	32	500	500	NUM
ajst-30226	109	33	verification	verification	NOUN
ajst-30226	109	34	points	point	NOUN
ajst-30226	109	35	were	be	AUX
ajst-30226	109	36	randomly	randomly	ADV
ajst-30226	109	37	generated	generate	VERB
ajst-30226	109	38	at	at	ADP
ajst-30226	109	39	locations	location	NOUN
ajst-30226	109	40	with	with	ADP
ajst-30226	109	41	consistent	consistent	ADJ
ajst-30226	109	42	classification	classification	NOUN
ajst-30226	109	43	in	in	ADP
ajst-30226	109	44	wuhan	wuhan	PROPN
ajst-30226	109	45	city	city	PROPN
ajst-30226	109	46	for	for	ADP
ajst-30226	109	47	accuracy	accuracy	NOUN
ajst-30226	109	48	evaluation	evaluation	NOUN
ajst-30226	109	49	.	.	PUNCT
ajst-30226	110	1	compare	compare	VERB
ajst-30226	110	2	the	the	DET
ajst-30226	110	3	visual	visual	ADJ
ajst-30226	110	4	interpretation	interpretation	NOUN
ajst-30226	110	5	of	of	ADP
ajst-30226	110	6	google	google	PROPN
ajst-30226	110	7	earth	earth	NOUN
ajst-30226	110	8	images	image	NOUN
ajst-30226	110	9	to	to	PART
ajst-30226	110	10	verify	verify	VERB
ajst-30226	110	11	the	the	DET
ajst-30226	110	12	predicted	predict	VERB
ajst-30226	110	13	point	point	NOUN
ajst-30226	110	14	categories	category	NOUN
ajst-30226	110	15	and	and	CCONJ
ajst-30226	110	16	the	the	DET
ajst-30226	110	17	real	real	ADJ
ajst-30226	110	18	point	point	NOUN
ajst-30226	110	19	categories	category	NOUN
ajst-30226	110	20	one	one	NUM
ajst-30226	110	21	by	by	ADP
ajst-30226	110	22	one	one	NUM
ajst-30226	110	23	.	.	PUNCT
ajst-30226	111	1	the	the	DET
ajst-30226	111	2	data	data	NOUN
ajst-30226	111	3	statistics	statistic	NOUN
ajst-30226	111	4	of	of	ADP
ajst-30226	111	5	the	the	DET
ajst-30226	111	6	generated	generate	VERB
ajst-30226	111	7	confusion	confusion	NOUN
ajst-30226	111	8	matrix	matrix	NOUN
ajst-30226	111	9	show	show	VERB
ajst-30226	111	10	that	that	SCONJ
ajst-30226	111	11	there	there	PRON
ajst-30226	111	12	are	be	VERB
ajst-30226	111	13	366	366	NUM
ajst-30226	111	14	nonimpervious	nonimpervious	ADJ
ajst-30226	111	15	surface	surface	NOUN
ajst-30226	111	16	points	point	NOUN
ajst-30226	111	17	and	and	CCONJ
ajst-30226	111	18	134	134	NUM
ajst-30226	111	19	impervious	impervious	ADJ
ajst-30226	111	20	surface	surface	NOUN
ajst-30226	111	21	points	point	NOUN
ajst-30226	111	22	.	.	PUNCT
ajst-30226	112	1	the	the	DET
ajst-30226	112	2	formula	formula	NOUN
ajst-30226	112	3	is	be	AUX
ajst-30226	112	4	used	use	VERB
ajst-30226	112	5	to	to	PART
ajst-30226	112	6	calculate	calculate	VERB
ajst-30226	112	7	the	the	DET
ajst-30226	112	8	overall	overall	ADJ
ajst-30226	112	9	consistent	consistent	ADJ
ajst-30226	112	10	classification	classification	NOUN
ajst-30226	112	11	of	of	ADP
ajst-30226	112	12	impervious	impervious	ADJ
ajst-30226	112	13	surfaces	surface	NOUN
ajst-30226	112	14	and	and	CCONJ
ajst-30226	112	15	non	non	ADJ
ajst-30226	112	16	-	-	ADJ
ajst-30226	112	17	impervious	impervious	ADJ
ajst-30226	112	18	surfaces	surface	NOUN
ajst-30226	112	19	in	in	ADP
ajst-30226	112	20	wuhan	wuhan	PROPN
ajst-30226	112	21	obtained	obtain	VERB
ajst-30226	112	22	by	by	ADP
ajst-30226	112	23	this	this	DET
ajst-30226	112	24	research	research	NOUN
ajst-30226	112	25	method	method	NOUN
ajst-30226	112	26	.	.	PUNCT
ajst-30226	113	1	the	the	DET
ajst-30226	113	2	accuracy	accuracy	NOUN
ajst-30226	113	3	is	be	AUX
ajst-30226	113	4	99.2	99.2	NUM
ajst-30226	113	5	%	%	NOUN
ajst-30226	113	6	,	,	PUNCT
ajst-30226	113	7	and	and	CCONJ
ajst-30226	113	8	the	the	DET
ajst-30226	113	9	points	point	NOUN
ajst-30226	113	10	that	that	PRON
ajst-30226	113	11	are	be	AUX
ajst-30226	113	12	still	still	ADV
ajst-30226	113	13	wrong	wrong	ADJ
ajst-30226	113	14	after	after	SCONJ
ajst-30226	113	15	optimization	optimization	NOUN
ajst-30226	113	16	are	be	AUX
ajst-30226	113	17	mainly	mainly	ADV
ajst-30226	113	18	the	the	DET
ajst-30226	113	19	wrong	wrong	ADJ
ajst-30226	113	20	markings	marking	NOUN
ajst-30226	113	21	of	of	ADP
ajst-30226	113	22	green	green	ADJ
ajst-30226	113	23	belts	belt	NOUN
ajst-30226	113	24	in	in	ADP
ajst-30226	113	25	urban	urban	ADJ
ajst-30226	113	26	areas	area	NOUN
ajst-30226	113	27	.	.	PUNCT
ajst-30226	114	1	4.2	4.2	NUM
ajst-30226	114	2	.	.	PUNCT
ajst-30226	114	3	resnest	resn	ADJ
ajst-30226	114	4	model	model	PROPN
ajst-30226	114	5	testing	testing	NOUN
ajst-30226	114	6	in	in	ADP
ajst-30226	114	7	order	order	NOUN
ajst-30226	114	8	to	to	PART
ajst-30226	114	9	investigate	investigate	VERB
ajst-30226	114	10	the	the	DET
ajst-30226	114	11	deep	deep	ADJ
ajst-30226	114	12	learning	learning	NOUN
ajst-30226	114	13	model	model	NOUN
ajst-30226	114	14	performance	performance	NOUN
ajst-30226	114	15	in	in	ADP
ajst-30226	114	16	different	different	ADJ
ajst-30226	114	17	eco	eco	PROPN
ajst-30226	114	18	-	-	PUNCT
ajst-30226	114	19	geographic	geographic	ADJ
ajst-30226	114	20	subzones	subzone	NOUN
ajst-30226	114	21	.	.	PUNCT
ajst-30226	115	1	four	four	NUM
ajst-30226	115	2	major	major	ADJ
ajst-30226	115	3	test	test	NOUN
ajst-30226	115	4	areas	area	NOUN
ajst-30226	115	5	with	with	ADP
ajst-30226	115	6	a	a	DET
ajst-30226	115	7	raster	raster	NOUN
ajst-30226	115	8	size	size	NOUN
ajst-30226	115	9	of	of	ADP
ajst-30226	115	10	6897	6897	NUM
ajst-30226	115	11	×	×	PROPN
ajst-30226	115	12	6897	6897	NUM
ajst-30226	115	13	were	be	AUX
ajst-30226	115	14	randomly	randomly	ADV
ajst-30226	115	15	selected	select	VERB
ajst-30226	115	16	for	for	ADP
ajst-30226	115	17	model	model	NOUN
ajst-30226	115	18	testing	testing	NOUN
ajst-30226	115	19	in	in	ADP
ajst-30226	115	20	the	the	DET
ajst-30226	115	21	above	above	ADJ
ajst-30226	115	22	four	four	NUM
ajst-30226	115	23	major	major	ADJ
ajst-30226	115	24	precipitation	precipitation	NOUN
ajst-30226	115	25	subzones	subzone	NOUN
ajst-30226	115	26	,	,	PUNCT
ajst-30226	115	27	respectively	respectively	ADV
ajst-30226	115	28	.	.	PUNCT
ajst-30226	116	1	w1	w1	NOUN
ajst-30226	116	2	(	(	PUNCT
ajst-30226	116	3	arid	arid	NOUN
ajst-30226	116	4	area	area	NOUN
ajst-30226	116	5	)	)	PUNCT
ajst-30226	116	6	w2	w2	NOUN
ajst-30226	116	7	(	(	PUNCT
ajst-30226	116	8	semi	semi	ADJ
ajst-30226	116	9	-	-	ADJ
ajst-30226	116	10	arid	arid	ADJ
ajst-30226	116	11	area	area	NOUN
ajst-30226	116	12	)	)	PUNCT
ajst-30226	116	13	w3	w3	PROPN
ajst-30226	116	14	(	(	PUNCT
ajst-30226	116	15	semi	semi	ADJ
ajst-30226	116	16	-	-	ADJ
ajst-30226	116	17	humid	humid	ADJ
ajst-30226	116	18	area	area	NOUN
ajst-30226	116	19	)	)	PUNCT
ajst-30226	116	20	w4	w4	NOUN
ajst-30226	116	21	(	(	PUNCT
ajst-30226	116	22	wet	wet	ADJ
ajst-30226	116	23	zone	zone	NOUN
ajst-30226	116	24	)	)	PUNCT
ajst-30226	116	25	figure	figure	NOUN
ajst-30226	116	26	10	10	NUM
ajst-30226	116	27	.	.	PUNCT
ajst-30226	117	1	w1	w1	NOUN
ajst-30226	117	2	comparison	comparison	NOUN
ajst-30226	117	3	of	of	ADP
ajst-30226	117	4	w2	w2	NOUN
ajst-30226	117	5	,	,	PUNCT
ajst-30226	117	6	w3	w3	PROPN
ajst-30226	117	7	,	,	PUNCT
ajst-30226	117	8	w4	w4	NOUN
ajst-30226	117	9	images	image	NOUN
ajst-30226	117	10	,	,	PUNCT
ajst-30226	117	11	tags	tag	NOUN
ajst-30226	117	12	and	and	CCONJ
ajst-30226	117	13	prediction	prediction	NOUN
ajst-30226	117	14	results	result	NOUN
ajst-30226	117	15	in	in	ADP
ajst-30226	117	16	order	order	NOUN
ajst-30226	117	17	to	to	PART
ajst-30226	117	18	verify	verify	VERB
ajst-30226	117	19	the	the	DET
ajst-30226	117	20	feasibility	feasibility	NOUN
ajst-30226	117	21	of	of	ADP
ajst-30226	117	22	the	the	DET
ajst-30226	117	23	algorithm	algorithm	NOUN
ajst-30226	117	24	,	,	PUNCT
ajst-30226	117	25	six	six	NUM
ajst-30226	117	26	key	key	ADJ
ajst-30226	117	27	evaluation	evaluation	NOUN
ajst-30226	117	28	indicators	indicator	NOUN
ajst-30226	117	29	:	:	PUNCT
ajst-30226	117	30	intersection	intersection	NOUN
ajst-30226	117	31	over	over	ADP
ajst-30226	117	32	union	union	NOUN
ajst-30226	117	33	,	,	PUNCT
ajst-30226	117	34	iou	iou	NOUN
ajst-30226	117	35	)	)	PUNCT
ajst-30226	117	36	,	,	PUNCT
ajst-30226	117	37	accuracy	accuracy	NOUN
ajst-30226	117	38	,	,	PUNCT
ajst-30226	117	39	acc	acc	PROPN
ajst-30226	117	40	)	)	PUNCT
ajst-30226	117	41	,	,	PUNCT
ajst-30226	117	42	dice	dice	NOUN
ajst-30226	117	43	coefficient	coefficient	NOUN
ajst-30226	117	44	fscore	fscore	NOUN
ajst-30226	117	45	,	,	PUNCT
ajst-30226	117	46	precision	precision	NOUN
ajst-30226	117	47	and	and	CCONJ
ajst-30226	117	48	recall	recall	NOUN
ajst-30226	117	49	rate	rate	NOUN
ajst-30226	117	50	evaluate	evaluate	VERB
ajst-30226	117	51	the	the	DET
ajst-30226	117	52	deep	deep	ADJ
ajst-30226	117	53	learning	learn	VERB
ajst-30226	117	54	semantic	semantic	ADJ
ajst-30226	117	55	segmentation	segmentation	NOUN
ajst-30226	117	56	model	model	NOUN
ajst-30226	117	57	.	.	PUNCT
ajst-30226	118	1	each	each	PRON
ajst-30226	118	2	of	of	ADP
ajst-30226	118	3	these	these	DET
ajst-30226	118	4	indicators	indicator	NOUN
ajst-30226	118	5	has	have	VERB
ajst-30226	118	6	its	its	PRON
ajst-30226	118	7	own	own	ADJ
ajst-30226	118	8	focus	focus	NOUN
ajst-30226	118	9	,	,	PUNCT
ajst-30226	118	10	reflecting	reflect	VERB
ajst-30226	118	11	the	the	DET
ajst-30226	118	12	performance	performance	NOUN
ajst-30226	118	13	of	of	ADP
ajst-30226	118	14	the	the	DET
ajst-30226	118	15	model	model	NOUN
ajst-30226	118	16	.	.	PUNCT
ajst-30226	119	1	the	the	DET
ajst-30226	119	2	formulae	formulae	NOUN
ajst-30226	119	3	for	for	ADP
ajst-30226	119	4	these	these	DET
ajst-30226	119	5	indicators	indicator	NOUN
ajst-30226	119	6	are	be	AUX
ajst-30226	119	7	as	as	SCONJ
ajst-30226	119	8	follows	follow	VERB
ajst-30226	119	9	.	.	PUNCT
ajst-30226	120	1	miou	miou	NOUN
ajst-30226	120	2	(	(	PUNCT
ajst-30226	120	3	1	1	X
ajst-30226	120	4	)	)	PUNCT
ajst-30226	120	5	macc	macc	NOUN
ajst-30226	120	6	(	(	PUNCT
ajst-30226	120	7	2	2	NUM
ajst-30226	120	8	)	)	PUNCT
ajst-30226	120	9	mdice	mdice	NOUN
ajst-30226	120	10	⋅	⋅	PROPN
ajst-30226	120	11	⋅	⋅	X
ajst-30226	120	12	(	(	PUNCT
ajst-30226	120	13	3	3	NUM
ajst-30226	120	14	)	)	PUNCT
ajst-30226	120	15	mfscore	mfscore	NOUN
ajst-30226	120	16	⋅	⋅	PROPN
ajst-30226	120	17	⋅	⋅	X
ajst-30226	120	18	(	(	PUNCT
ajst-30226	120	19	4	4	NUM
ajst-30226	120	20	)	)	PUNCT
ajst-30226	120	21	mprecision	mprecision	NOUN
ajst-30226	120	22	(	(	PUNCT
ajst-30226	120	23	5	5	NUM
ajst-30226	120	24	)	)	PUNCT
ajst-30226	120	25	mrecall	mrecall	NOUN
ajst-30226	120	26	(	(	PUNCT
ajst-30226	120	27	6	6	NUM
ajst-30226	120	28	)	)	PUNCT
ajst-30226	120	29	tp	tp	NOUN
ajst-30226	120	30	:	:	PUNCT
ajst-30226	120	31	number	number	NOUN
ajst-30226	120	32	of	of	ADP
ajst-30226	120	33	correctly	correctly	ADV
ajst-30226	120	34	recognized	recognize	VERB
ajst-30226	120	35	pixels	pixel	NOUN
ajst-30226	120	36	,	,	PUNCT
ajst-30226	120	37	fp	fp	ADJ
ajst-30226	120	38	:	:	PUNCT
ajst-30226	120	39	number	number	NOUN
ajst-30226	120	40	of	of	ADP
ajst-30226	120	41	pixels	pixel	NOUN
ajst-30226	120	42	incorrectly	incorrectly	ADV
ajst-30226	120	43	identified	identify	VERB
ajst-30226	120	44	,	,	PUNCT
ajst-30226	120	45	tn	tn	PROPN
ajst-30226	120	46	(	(	PUNCT
ajst-30226	120	47	true	true	ADJ
ajst-30226	120	48	negative	negative	ADJ
ajst-30226	120	49	):	):	PUNCT
ajst-30226	120	50	number	number	NOUN
ajst-30226	120	51	of	of	ADP
ajst-30226	120	52	correct	correct	ADJ
ajst-30226	120	53	unrecognized	unrecognized	ADJ
ajst-30226	120	54	pixels	pixel	NOUN
ajst-30226	120	55	,	,	PUNCT
ajst-30226	120	56	fn	fn	PRON
ajst-30226	120	57	:	:	PUNCT
ajst-30226	120	58	wrong	wrong	ADJ
ajst-30226	120	59	number	number	NOUN
ajst-30226	120	60	of	of	ADP
ajst-30226	120	61	unrecognized	unrecognized	ADJ
ajst-30226	120	62	pixels	pixel	NOUN
ajst-30226	120	63	.	.	PUNCT
ajst-30226	121	1	tested	test	VERB
ajst-30226	121	2	by	by	ADP
ajst-30226	121	3	the	the	DET
ajst-30226	121	4	data	datum	NOUN
ajst-30226	121	5	of	of	ADP
ajst-30226	121	6	gaofen	gaofen	NOUN
ajst-30226	121	7	no.1	no.1	VERB
ajst-30226	121	8	in	in	ADP
ajst-30226	121	9	the	the	DET
ajst-30226	121	10	experimental	experimental	ADJ
ajst-30226	121	11	area	area	NOUN
ajst-30226	121	12	,	,	PUNCT
ajst-30226	121	13	the	the	DET
ajst-30226	121	14	overall	overall	ADJ
ajst-30226	121	15	accuracy	accuracy	NOUN
ajst-30226	121	16	rate	rate	NOUN
ajst-30226	121	17	(	(	PUNCT
ajst-30226	121	18	aacc	aacc	PROPN
ajst-30226	121	19	)	)	PUNCT
ajst-30226	121	20	of	of	ADP
ajst-30226	121	21	the	the	DET
ajst-30226	121	22	model	model	NOUN
ajst-30226	121	23	in	in	ADP
ajst-30226	121	24	the	the	DET
ajst-30226	121	25	verification	verification	NOUN
ajst-30226	121	26	of	of	ADP
ajst-30226	121	27	w1	w1	NOUN
ajst-30226	121	28	-	-	PUNCT
ajst-30226	121	29	w4	w4	NOUN
ajst-30226	121	30	test	test	NOUN
ajst-30226	121	31	area	area	NOUN
ajst-30226	121	32	is	be	AUX
ajst-30226	121	33	more	more	ADJ
ajst-30226	121	34	than	than	ADP
ajst-30226	121	35	92	92	NUM
ajst-30226	121	36	%	%	NOUN
ajst-30226	121	37	,	,	PUNCT
ajst-30226	121	38	among	among	ADP
ajst-30226	121	39	which	which	PRON
ajst-30226	121	40	there	there	PRON
ajst-30226	121	41	are	be	VERB
ajst-30226	121	42	fewer	few	ADJ
ajst-30226	121	43	impervious	impervious	ADJ
ajst-30226	121	44	surfaces	surface	NOUN
ajst-30226	121	45	in	in	ADP
ajst-30226	121	46	arid	arid	ADJ
ajst-30226	121	47	areas	area	NOUN
ajst-30226	121	48	,	,	PUNCT
ajst-30226	121	49	so	so	SCONJ
ajst-30226	121	50	it	it	PRON
ajst-30226	121	51	shows	show	VERB
ajst-30226	121	52	perfect	perfect	ADJ
ajst-30226	121	53	data	datum	NOUN
ajst-30226	121	54	,	,	PUNCT
ajst-30226	121	55	as	as	SCONJ
ajst-30226	121	56	shown	show	VERB
ajst-30226	121	57	in	in	ADP
ajst-30226	121	58	table	table	NOUN
ajst-30226	121	59	4	4	NUM
ajst-30226	121	60	.	.	PUNCT
ajst-30226	122	1	the	the	DET
ajst-30226	122	2	average	average	ADJ
ajst-30226	122	3	intersection	intersection	NOUN
ajst-30226	122	4	union	union	NOUN
ajst-30226	122	5	ratio	ratio	NOUN
ajst-30226	122	6	(	(	PUNCT
ajst-30226	122	7	miou	miou	NOUN
ajst-30226	122	8	)	)	PUNCT
ajst-30226	122	9	and	and	CCONJ
ajst-30226	122	10	the	the	DET
ajst-30226	122	11	average	average	ADJ
ajst-30226	122	12	accuracy	accuracy	NOUN
ajst-30226	122	13	rate	rate	NOUN
ajst-30226	122	14	(	(	PUNCT
ajst-30226	122	15	macc	macc	PROPN
ajst-30226	122	16	)	)	PUNCT
ajst-30226	122	17	both	both	PRON
ajst-30226	122	18	exceeded	exceed	VERB
ajst-30226	122	19	76	76	NUM
ajst-30226	122	20	%	%	NOUN
ajst-30226	122	21	and	and	CCONJ
ajst-30226	122	22	82	82	NUM
ajst-30226	122	23	%	%	NOUN
ajst-30226	122	24	,	,	PUNCT
ajst-30226	122	25	showing	show	VERB
ajst-30226	122	26	the	the	DET
ajst-30226	122	27	excellent	excellent	ADJ
ajst-30226	122	28	performance	performance	NOUN
ajst-30226	122	29	of	of	ADP
ajst-30226	122	30	the	the	DET
ajst-30226	122	31	deep	deep	ADJ
ajst-30226	122	32	learning	learning	NOUN
ajst-30226	122	33	model	model	NOUN
ajst-30226	122	34	.	.	PUNCT
ajst-30226	123	1	319	319	NUM
ajst-30226	123	2	table	table	NOUN
ajst-30226	123	3	4	4	NUM
ajst-30226	123	4	.	.	PUNCT
ajst-30226	123	5	model	model	NOUN
ajst-30226	123	6	accuracy	accuracy	NOUN
ajst-30226	123	7	of	of	ADP
ajst-30226	123	8	w1	w1	NOUN
ajst-30226	123	9	-	-	PUNCT
ajst-30226	123	10	w4	w4	NOUN
ajst-30226	123	11	area	area	NOUN
ajst-30226	123	12	area	area	NOUN
ajst-30226	123	13	aacc	aacc	PROPN
ajst-30226	123	14	miou	miou	PROPN
ajst-30226	123	15	macc	macc	PROPN
ajst-30226	123	16	mdice	mdice	PROPN
ajst-30226	123	17	mfscore	mfscore	PROPN
ajst-30226	123	18	mprecision	mprecision	NOUN
ajst-30226	123	19	mrecall	mrecall	PROPN
ajst-30226	123	20	w1	w1	PROPN
ajst-30226	123	21	1	1	NUM
ajst-30226	123	22	1	1	NUM
ajst-30226	123	23	1	1	NUM
ajst-30226	123	24	1	1	NUM
ajst-30226	123	25	1	1	NUM
ajst-30226	123	26	1	1	NUM
ajst-30226	123	27	1	1	NUM
ajst-30226	123	28	w2	w2	NOUN
ajst-30226	123	29	0.996	0.996	NUM
ajst-30226	123	30	0.7685	0.7685	NUM
ajst-30226	123	31	0.8221	0.8221	NUM
ajst-30226	123	32	0.8501	0.8501	NUM
ajst-30226	123	33	0.8501	0.8501	NUM
ajst-30226	123	34	0.8835	0.8835	NUM
ajst-30226	123	35	0.8221	0.8221	NUM
ajst-30226	123	36	w3	w3	NOUN
ajst-30226	123	37	0.9266	0.9266	NUM
ajst-30226	123	38	0.791	0.791	NUM
ajst-30226	123	39	0.8799	0.8799	NUM
ajst-30226	123	40	0.8781	0.8781	NUM
ajst-30226	123	41	0.8781	0.8781	NUM
ajst-30226	123	42	0.8763	0.8763	NUM
ajst-30226	123	43	0.8799	0.8799	NUM
ajst-30226	123	44	w4	w4	NOUN
ajst-30226	124	1	0.9902	0.9902	NUM
ajst-30226	124	2	0.7953	0.7953	NUM
ajst-30226	124	3	0.8584	0.8584	NUM
ajst-30226	124	4	0.8727	0.8727	NUM
ajst-30226	124	5	0.8727	0.8727	NUM
ajst-30226	124	6	0.8883	0.8883	NUM
ajst-30226	124	7	0.8584	0.8584	NUM
ajst-30226	124	8	4.3	4.3	NUM
ajst-30226	124	9	.	.	PUNCT
ajst-30226	125	1	sample	sample	NOUN
ajst-30226	125	2	migration	migration	NOUN
ajst-30226	125	3	experiments	experiment	NOUN
ajst-30226	125	4	for	for	ADP
ajst-30226	125	5	ecogeographical	ecogeographical	ADJ
ajst-30226	125	6	subdivisions	subdivision	NOUN
ajst-30226	125	7	in	in	ADP
ajst-30226	125	8	order	order	NOUN
ajst-30226	125	9	to	to	PART
ajst-30226	125	10	verify	verify	VERB
ajst-30226	125	11	the	the	DET
ajst-30226	125	12	effectiveness	effectiveness	NOUN
ajst-30226	125	13	of	of	ADP
ajst-30226	125	14	constructing	construct	VERB
ajst-30226	125	15	samples	sample	NOUN
ajst-30226	125	16	combined	combine	VERB
ajst-30226	125	17	with	with	ADP
ajst-30226	125	18	ecological	ecological	ADJ
ajst-30226	125	19	geographical	geographical	ADJ
ajst-30226	125	20	division	division	NOUN
ajst-30226	125	21	,	,	PUNCT
ajst-30226	125	22	migration	migration	NOUN
ajst-30226	125	23	experiments	experiment	NOUN
ajst-30226	125	24	were	be	AUX
ajst-30226	125	25	designed	design	VERB
ajst-30226	125	26	.	.	PUNCT
ajst-30226	126	1	jiangxi	jiangxi	PROPN
ajst-30226	126	2	province	province	PROPN
ajst-30226	126	3	,	,	PUNCT
ajst-30226	126	4	located	locate	VERB
ajst-30226	126	5	in	in	ADP
ajst-30226	126	6	the	the	DET
ajst-30226	126	7	w4	w4	NOUN
ajst-30226	126	8	humid	humid	NOUN
ajst-30226	126	9	area	area	NOUN
ajst-30226	126	10	,	,	PUNCT
ajst-30226	126	11	is	be	AUX
ajst-30226	126	12	selected	select	VERB
ajst-30226	126	13	as	as	ADP
ajst-30226	126	14	the	the	DET
ajst-30226	126	15	migration	migration	NOUN
ajst-30226	126	16	experimental	experimental	ADJ
ajst-30226	126	17	area	area	NOUN
ajst-30226	126	18	,	,	PUNCT
ajst-30226	126	19	which	which	PRON
ajst-30226	126	20	is	be	AUX
ajst-30226	126	21	located	locate	VERB
ajst-30226	126	22	in	in	ADP
ajst-30226	126	23	the	the	DET
ajst-30226	126	24	southeast	southeast	NOUN
ajst-30226	126	25	of	of	ADP
ajst-30226	126	26	china	china	PROPN
ajst-30226	126	27	and	and	CCONJ
ajst-30226	126	28	on	on	ADP
ajst-30226	126	29	the	the	DET
ajst-30226	126	30	south	south	PROPN
ajst-30226	126	31	bank	bank	PROPN
ajst-30226	126	32	of	of	ADP
ajst-30226	126	33	the	the	DET
ajst-30226	126	34	middle	middle	ADJ
ajst-30226	126	35	and	and	CCONJ
ajst-30226	126	36	lower	low	ADJ
ajst-30226	126	37	reaches	reach	NOUN
ajst-30226	126	38	of	of	ADP
ajst-30226	126	39	the	the	DET
ajst-30226	126	40	yangtze	yangtze	PROPN
ajst-30226	126	41	river	river	PROPN
ajst-30226	126	42	.	.	PUNCT
ajst-30226	127	1	due	due	ADP
ajst-30226	127	2	to	to	ADP
ajst-30226	127	3	the	the	DET
ajst-30226	127	4	large	large	ADJ
ajst-30226	127	5	geographical	geographical	ADJ
ajst-30226	127	6	area	area	NOUN
ajst-30226	127	7	,	,	PUNCT
ajst-30226	127	8	this	this	DET
ajst-30226	127	9	paper	paper	NOUN
ajst-30226	127	10	cuts	cut	VERB
ajst-30226	127	11	a	a	DET
ajst-30226	127	12	relatively	relatively	ADV
ajst-30226	127	13	balanced	balanced	ADJ
ajst-30226	127	14	regional	regional	ADJ
ajst-30226	127	15	gf-1	gf-1	ADJ
ajst-30226	127	16	image	image	NOUN
ajst-30226	127	17	for	for	ADP
ajst-30226	127	18	migration	migration	NOUN
ajst-30226	127	19	experiment	experiment	NOUN
ajst-30226	127	20	in	in	ADP
ajst-30226	127	21	jiangxi	jiangxi	NOUN
ajst-30226	127	22	,	,	PUNCT
ajst-30226	127	23	as	as	SCONJ
ajst-30226	127	24	shown	show	VERB
ajst-30226	127	25	in	in	ADP
ajst-30226	127	26	figure	figure	NOUN
ajst-30226	127	27	11	11	NUM
ajst-30226	127	28	.	.	PUNCT
ajst-30226	128	1	figure	figure	VERB
ajst-30226	128	2	11	11	NUM
ajst-30226	128	3	.	.	PUNCT
ajst-30226	129	1	jiangxi	jiangxi	PROPN
ajst-30226	129	2	experimental	experimental	PROPN
ajst-30226	129	3	region	region	PROPN
ajst-30226	129	4	the	the	DET
ajst-30226	129	5	four	four	NUM
ajst-30226	129	6	major	major	ADJ
ajst-30226	129	7	eco	eco	NOUN
ajst-30226	129	8	geographical	geographical	ADJ
ajst-30226	129	9	zoning	zoning	NOUN
ajst-30226	129	10	models	model	NOUN
ajst-30226	129	11	were	be	AUX
ajst-30226	129	12	used	use	VERB
ajst-30226	129	13	to	to	PART
ajst-30226	129	14	predict	predict	VERB
ajst-30226	129	15	the	the	DET
ajst-30226	129	16	jiangxi	jiangxi	PROPN
ajst-30226	129	17	experimental	experimental	ADJ
ajst-30226	129	18	area	area	NOUN
ajst-30226	129	19	located	locate	VERB
ajst-30226	129	20	in	in	ADP
ajst-30226	129	21	w4	w4	NOUN
ajst-30226	129	22	,	,	PUNCT
ajst-30226	129	23	and	and	CCONJ
ajst-30226	129	24	the	the	DET
ajst-30226	129	25	extraction	extraction	NOUN
ajst-30226	129	26	accuracy	accuracy	NOUN
ajst-30226	129	27	of	of	ADP
ajst-30226	129	28	impervious	impervious	ADJ
ajst-30226	129	29	surface	surface	NOUN
ajst-30226	129	30	under	under	ADP
ajst-30226	129	31	different	different	ADJ
ajst-30226	129	32	eco	eco	NOUN
ajst-30226	129	33	geographical	geographical	ADJ
ajst-30226	129	34	zoning	zoning	NOUN
ajst-30226	129	35	models	model	NOUN
ajst-30226	129	36	was	be	AUX
ajst-30226	129	37	compared	compare	VERB
ajst-30226	129	38	.	.	PUNCT
ajst-30226	130	1	in	in	ADP
ajst-30226	130	2	jiangxi	jiangxi	PROPN
ajst-30226	130	3	experimental	experimental	PROPN
ajst-30226	130	4	area	area	NOUN
ajst-30226	130	5	,	,	PUNCT
ajst-30226	130	6	100	100	NUM
ajst-30226	130	7	verification	verification	NOUN
ajst-30226	130	8	points	point	NOUN
ajst-30226	130	9	were	be	AUX
ajst-30226	130	10	randomly	randomly	ADV
ajst-30226	130	11	selected	select	VERB
ajst-30226	130	12	for	for	ADP
ajst-30226	130	13	visual	visual	ADJ
ajst-30226	130	14	interpretation	interpretation	NOUN
ajst-30226	130	15	.	.	PUNCT
ajst-30226	131	1	jiangxi	jiangxi	PROPN
ajst-30226	131	2	has	have	VERB
ajst-30226	131	3	slightly	slightly	ADV
ajst-30226	131	4	different	different	ADJ
ajst-30226	131	5	classification	classification	NOUN
ajst-30226	131	6	results	result	NOUN
ajst-30226	131	7	in	in	ADP
ajst-30226	131	8	the	the	DET
ajst-30226	131	9	resnest	resn	ADJ
ajst-30226	131	10	network	network	NOUN
ajst-30226	131	11	trained	train	VERB
ajst-30226	131	12	with	with	ADP
ajst-30226	131	13	the	the	DET
ajst-30226	131	14	same	same	ADJ
ajst-30226	131	15	number	number	NOUN
ajst-30226	131	16	,	,	PUNCT
ajst-30226	131	17	proportion	proportion	NOUN
ajst-30226	131	18	and	and	CCONJ
ajst-30226	131	19	basic	basic	ADJ
ajst-30226	131	20	parameters	parameter	NOUN
ajst-30226	131	21	in	in	ADP
ajst-30226	131	22	four	four	NUM
ajst-30226	131	23	divisions	division	NOUN
ajst-30226	131	24	,	,	PUNCT
ajst-30226	131	25	and	and	CCONJ
ajst-30226	131	26	has	have	AUX
ajst-30226	131	27	achieved	achieve	VERB
ajst-30226	131	28	good	good	ADJ
ajst-30226	131	29	classification	classification	NOUN
ajst-30226	131	30	results	result	NOUN
ajst-30226	131	31	.	.	PUNCT
ajst-30226	132	1	the	the	DET
ajst-30226	132	2	specific	specific	ADJ
ajst-30226	132	3	overall	overall	ADJ
ajst-30226	132	4	accuracy	accuracy	NOUN
ajst-30226	132	5	and	and	CCONJ
ajst-30226	132	6	kappa	kappa	NOUN
ajst-30226	132	7	are	be	AUX
ajst-30226	132	8	shown	show	VERB
ajst-30226	132	9	in	in	ADP
ajst-30226	132	10	table	table	NOUN
ajst-30226	132	11	5	5	NUM
ajst-30226	132	12	.	.	PUNCT
ajst-30226	133	1	the	the	DET
ajst-30226	133	2	extraction	extraction	NOUN
ajst-30226	133	3	accuracy	accuracy	NOUN
ajst-30226	133	4	in	in	ADP
ajst-30226	133	5	the	the	DET
ajst-30226	133	6	model	model	NOUN
ajst-30226	133	7	of	of	ADP
ajst-30226	133	8	w4	w4	PROPN
ajst-30226	133	9	wuhan	wuhan	PROPN
ajst-30226	133	10	sample	sample	PROPN
ajst-30226	133	11	training	training	NOUN
ajst-30226	133	12	in	in	ADP
ajst-30226	133	13	the	the	DET
ajst-30226	133	14	same	same	ADJ
ajst-30226	133	15	humid	humid	NOUN
ajst-30226	133	16	area	area	NOUN
ajst-30226	133	17	reaches	reach	VERB
ajst-30226	133	18	85.52	85.52	NUM
ajst-30226	133	19	%	%	NOUN
ajst-30226	133	20	figure	figure	NOUN
ajst-30226	133	21	12	12	NUM
ajst-30226	133	22	.	.	PUNCT
ajst-30226	134	1	comparison	comparison	NOUN
ajst-30226	134	2	of	of	ADP
ajst-30226	134	3	experimental	experimental	ADJ
ajst-30226	134	4	results	result	NOUN
ajst-30226	134	5	of	of	ADP
ajst-30226	134	6	table	table	NOUN
ajst-30226	134	7	5	5	NUM
ajst-30226	134	8	.	.	PUNCT
ajst-30226	134	9	precision	precision	NOUN
ajst-30226	134	10	index	index	NOUN
ajst-30226	134	11	of	of	ADP
ajst-30226	134	12	sample	sample	NOUN
ajst-30226	134	13	migration	migration	NOUN
ajst-30226	134	14	classification	classification	NOUN
ajst-30226	134	15	results	result	NOUN
ajst-30226	134	16	of	of	ADP
ajst-30226	134	17	ecological	ecological	ADJ
ajst-30226	134	18	geographical	geographical	ADJ
ajst-30226	134	19	division	division	NOUN
ajst-30226	134	20	based	base	VERB
ajst-30226	134	21	on	on	ADP
ajst-30226	134	22	resnest	resn	ADJ
ajst-30226	134	23	w1	w1	PROPN
ajst-30226	134	24	-	-	PUNCT
ajst-30226	134	25	urumqi	urumqi	PROPN
ajst-30226	134	26	w2	w2	PROPN
ajst-30226	134	27	-	-	PUNCT
ajst-30226	134	28	ili	ili	PROPN
ajst-30226	134	29	w3	w3	PROPN
ajst-30226	134	30	-	-	PUNCT
ajst-30226	134	31	beijing	beijing	PROPN
ajst-30226	134	32	w4	w4	PROPN
ajst-30226	134	33	-	-	PUNCT
ajst-30226	134	34	wuhan	wuhan	PROPN
ajst-30226	134	35	overall	overall	ADJ
ajst-30226	134	36	accuracy	accuracy	NOUN
ajst-30226	134	37	in	in	ADP
ajst-30226	134	38	jiangxi	jiangxi	NOUN
ajst-30226	134	39	(	(	PUNCT
ajst-30226	134	40	%	%	INTJ
ajst-30226	134	41	)	)	PUNCT
ajst-30226	134	42	83.23	83.23	NUM
ajst-30226	134	43	83.52	83.52	NUM
ajst-30226	134	44	84.08	84.08	NUM
ajst-30226	134	45	85.52	85.52	NUM
ajst-30226	134	46	jiangxi	jiangxi	PROPN
ajst-30226	134	47	kappa	kappa	PROPN
ajst-30226	134	48	0.72	0.72	NUM
ajst-30226	134	49	0.72	0.72	NUM
ajst-30226	134	50	0.74	0.74	NUM
ajst-30226	134	51	0.76	0.76	NUM
ajst-30226	134	52	the	the	DET
ajst-30226	134	53	white	white	ADJ
ajst-30226	134	54	part	part	NOUN
ajst-30226	134	55	of	of	ADP
ajst-30226	134	56	the	the	DET
ajst-30226	134	57	experimental	experimental	ADJ
ajst-30226	134	58	results	result	NOUN
ajst-30226	134	59	represents	represent	VERB
ajst-30226	134	60	the	the	DET
ajst-30226	134	61	impermeable	impermeable	ADJ
ajst-30226	134	62	water	water	NOUN
ajst-30226	134	63	class	class	NOUN
ajst-30226	134	64	,	,	PUNCT
ajst-30226	134	65	and	and	CCONJ
ajst-30226	134	66	the	the	DET
ajst-30226	134	67	black	black	ADJ
ajst-30226	134	68	part	part	NOUN
ajst-30226	134	69	represents	represent	VERB
ajst-30226	134	70	other	other	ADJ
ajst-30226	134	71	classes	class	NOUN
ajst-30226	134	72	.	.	PUNCT
ajst-30226	135	1	according	accord	VERB
ajst-30226	135	2	to	to	ADP
ajst-30226	135	3	the	the	DET
ajst-30226	135	4	above	above	ADJ
ajst-30226	135	5	classification	classification	NOUN
ajst-30226	135	6	results	result	NOUN
ajst-30226	135	7	of	of	ADP
ajst-30226	135	8	impervious	impervious	ADJ
ajst-30226	135	9	surface	surface	NOUN
ajst-30226	135	10	,	,	PUNCT
ajst-30226	135	11	the	the	DET
ajst-30226	135	12	sample	sample	NOUN
ajst-30226	135	13	set	set	NOUN
ajst-30226	135	14	generated	generate	VERB
ajst-30226	135	15	by	by	ADP
ajst-30226	135	16	the	the	DET
ajst-30226	135	17	automatic	automatic	ADJ
ajst-30226	135	18	sample	sample	NOUN
ajst-30226	135	19	construction	construction	NOUN
ajst-30226	135	20	method	method	NOUN
ajst-30226	135	21	in	in	ADP
ajst-30226	135	22	this	this	DET
ajst-30226	135	23	paper	paper	NOUN
ajst-30226	135	24	is	be	AUX
ajst-30226	135	25	better	well	ADJ
ajst-30226	135	26	for	for	ADP
ajst-30226	135	27	extracting	extract	VERB
ajst-30226	135	28	impervious	impervious	ADJ
ajst-30226	135	29	surface	surface	NOUN
ajst-30226	135	30	for	for	ADP
ajst-30226	135	31	depth	depth	NOUN
ajst-30226	135	32	learning	learning	NOUN
ajst-30226	135	33	,	,	PUNCT
ajst-30226	135	34	and	and	CCONJ
ajst-30226	135	35	the	the	DET
ajst-30226	135	36	contour	contour	NOUN
ajst-30226	135	37	is	be	AUX
ajst-30226	135	38	more	more	ADV
ajst-30226	135	39	complete	complete	ADJ
ajst-30226	135	40	and	and	CCONJ
ajst-30226	135	41	clear	clear	ADJ
ajst-30226	135	42	.	.	PUNCT
ajst-30226	136	1	in	in	ADP
ajst-30226	136	2	jiangxi	jiangxi	PROPN
ajst-30226	136	3	classification	classification	NOUN
ajst-30226	136	4	,	,	PUNCT
ajst-30226	136	5	w3	w3	PROPN
ajst-30226	136	6	and	and	CCONJ
ajst-30226	136	7	w4	w4	NOUN
ajst-30226	136	8	sample	sample	NOUN
ajst-30226	136	9	sets	set	NOUN
ajst-30226	136	10	distinguish	distinguish	VERB
ajst-30226	136	11	bare	bare	ADJ
ajst-30226	136	12	land	land	NOUN
ajst-30226	136	13	better	well	ADJ
ajst-30226	136	14	than	than	ADP
ajst-30226	136	15	w1	w1	NOUN
ajst-30226	136	16	w2	w2	NOUN
ajst-30226	136	17	sample	sample	NOUN
ajst-30226	136	18	set	set	VERB
ajst-30226	136	19	training	training	NOUN
ajst-30226	136	20	model	model	NOUN
ajst-30226	136	21	.	.	PUNCT
ajst-30226	137	1	w1	w1	NOUN
ajst-30226	137	2	and	and	CCONJ
ajst-30226	137	3	w2	w2	NOUN
ajst-30226	137	4	mistakenly	mistakenly	ADV
ajst-30226	137	5	divide	divide	VERB
ajst-30226	137	6	the	the	DET
ajst-30226	137	7	bare	bare	ADJ
ajst-30226	137	8	ground	ground	NOUN
ajst-30226	137	9	with	with	ADP
ajst-30226	137	10	high	high	ADJ
ajst-30226	137	11	reflectivity	reflectivity	NOUN
ajst-30226	137	12	into	into	ADP
ajst-30226	137	13	impermeable	impermeable	ADJ
ajst-30226	137	14	water	water	NOUN
ajst-30226	137	15	surfaces	surface	NOUN
ajst-30226	137	16	.	.	PUNCT
ajst-30226	138	1	the	the	DET
ajst-30226	138	2	advantages	advantage	NOUN
ajst-30226	138	3	of	of	ADP
ajst-30226	138	4	automatic	automatic	ADJ
ajst-30226	138	5	sample	sample	NOUN
ajst-30226	138	6	construction	construction	NOUN
ajst-30226	138	7	combined	combine	VERB
ajst-30226	138	8	with	with	ADP
ajst-30226	138	9	eco	eco	PROPN
ajst-30226	138	10	geographical	geographical	ADJ
ajst-30226	138	11	zoning	zoning	NOUN
ajst-30226	138	12	are	be	AUX
ajst-30226	138	13	verified	verify	VERB
ajst-30226	138	14	.	.	PUNCT
ajst-30226	139	1	320	320	NUM
ajst-30226	139	2	5	5	NUM
ajst-30226	139	3	.	.	PUNCT
ajst-30226	139	4	conclusion	conclusion	NOUN
ajst-30226	139	5	in	in	ADP
ajst-30226	139	6	this	this	DET
ajst-30226	139	7	paper	paper	NOUN
ajst-30226	139	8	,	,	PUNCT
ajst-30226	139	9	the	the	DET
ajst-30226	139	10	method	method	NOUN
ajst-30226	139	11	of	of	ADP
ajst-30226	139	12	developing	develop	VERB
ajst-30226	139	13	artificial	artificial	ADJ
ajst-30226	139	14	impervious	impervious	ADJ
ajst-30226	139	15	surface	surface	NOUN
ajst-30226	139	16	product	product	NOUN
ajst-30226	139	17	set	set	VERB
ajst-30226	139	18	combined	combine	VERB
ajst-30226	139	19	with	with	ADP
ajst-30226	139	20	ecological	ecological	ADJ
ajst-30226	139	21	geographical	geographical	ADJ
ajst-30226	139	22	division	division	NOUN
ajst-30226	139	23	is	be	AUX
ajst-30226	139	24	proposed	propose	VERB
ajst-30226	139	25	,	,	PUNCT
ajst-30226	139	26	and	and	CCONJ
ajst-30226	139	27	the	the	DET
ajst-30226	139	28	permeable	permeable	ADJ
ajst-30226	139	29	surface	surface	NOUN
ajst-30226	139	30	and	and	CCONJ
ajst-30226	139	31	impervious	impervious	ADJ
ajst-30226	139	32	surface	surface	NOUN
ajst-30226	139	33	sample	sample	NOUN
ajst-30226	139	34	database	database	NOUN
ajst-30226	139	35	are	be	AUX
ajst-30226	139	36	automatically	automatically	ADV
ajst-30226	139	37	constructed	construct	VERB
ajst-30226	139	38	.	.	PUNCT
ajst-30226	140	1	integrate	integrate	VERB
ajst-30226	140	2	high	high	ADJ
ajst-30226	140	3	-	-	PUNCT
ajst-30226	140	4	precision	precision	NOUN
ajst-30226	140	5	surface	surface	NOUN
ajst-30226	140	6	coverage	coverage	NOUN
ajst-30226	140	7	products	product	NOUN
ajst-30226	140	8	,	,	PUNCT
ajst-30226	140	9	and	and	CCONJ
ajst-30226	140	10	optimize	optimize	VERB
ajst-30226	140	11	the	the	DET
ajst-30226	140	12	deep	deep	ADJ
ajst-30226	140	13	learning	learning	NOUN
ajst-30226	140	14	sample	sample	NOUN
ajst-30226	140	15	set	set	VERB
ajst-30226	140	16	using	use	VERB
ajst-30226	140	17	multiple	multiple	ADJ
ajst-30226	140	18	source	source	NOUN
ajst-30226	140	19	data	datum	NOUN
ajst-30226	140	20	.	.	PUNCT
ajst-30226	141	1	the	the	DET
ajst-30226	141	2	difference	difference	NOUN
ajst-30226	141	3	and	and	CCONJ
ajst-30226	141	4	accuracy	accuracy	NOUN
ajst-30226	141	5	of	of	ADP
ajst-30226	141	6	different	different	ADJ
ajst-30226	141	7	product	product	NOUN
ajst-30226	141	8	classification	classification	NOUN
ajst-30226	141	9	systems	system	NOUN
ajst-30226	141	10	were	be	AUX
ajst-30226	141	11	analyzed	analyze	VERB
ajst-30226	141	12	.	.	PUNCT
ajst-30226	142	1	through	through	ADP
ajst-30226	142	2	the	the	DET
ajst-30226	142	3	data	data	NOUN
ajst-30226	142	4	test	test	NOUN
ajst-30226	142	5	of	of	ADP
ajst-30226	142	6	gaofen	gaofen	NOUN
ajst-30226	142	7	no	no	INTJ
ajst-30226	142	8	.	.	PROPN
ajst-30226	142	9	1	1	NUM
ajst-30226	142	10	in	in	ADP
ajst-30226	142	11	the	the	DET
ajst-30226	142	12	experimental	experimental	ADJ
ajst-30226	142	13	area	area	NOUN
ajst-30226	142	14	,	,	PUNCT
ajst-30226	142	15	the	the	DET
ajst-30226	142	16	overall	overall	ADJ
ajst-30226	142	17	accuracy	accuracy	NOUN
ajst-30226	142	18	rate	rate	NOUN
ajst-30226	142	19	(	(	PUNCT
ajst-30226	142	20	aacc	aacc	PROPN
ajst-30226	142	21	)	)	PUNCT
ajst-30226	142	22	of	of	ADP
ajst-30226	142	23	the	the	DET
ajst-30226	142	24	model	model	NOUN
ajst-30226	142	25	in	in	ADP
ajst-30226	142	26	the	the	DET
ajst-30226	142	27	validation	validation	NOUN
ajst-30226	142	28	of	of	ADP
ajst-30226	142	29	the	the	DET
ajst-30226	142	30	four	four	NUM
ajst-30226	142	31	zones	zone	NOUN
ajst-30226	142	32	was	be	AUX
ajst-30226	142	33	more	more	ADJ
ajst-30226	142	34	than	than	ADP
ajst-30226	142	35	92	92	NUM
ajst-30226	142	36	%	%	NOUN
ajst-30226	142	37	,	,	PUNCT
ajst-30226	142	38	and	and	CCONJ
ajst-30226	142	39	the	the	DET
ajst-30226	142	40	average	average	ADJ
ajst-30226	142	41	intersection	intersection	NOUN
ajst-30226	142	42	/	/	SYM
ajst-30226	142	43	merge	merge	NOUN
ajst-30226	142	44	ratio	ratio	NOUN
ajst-30226	142	45	(	(	PUNCT
ajst-30226	142	46	miou	miou	NOUN
ajst-30226	142	47	)	)	PUNCT
ajst-30226	142	48	and	and	CCONJ
ajst-30226	142	49	average	average	ADJ
ajst-30226	142	50	accuracy	accuracy	NOUN
ajst-30226	142	51	rate	rate	NOUN
ajst-30226	142	52	(	(	PUNCT
ajst-30226	142	53	macc	macc	PROPN
ajst-30226	142	54	)	)	PUNCT
ajst-30226	142	55	were	be	AUX
ajst-30226	142	56	more	more	ADJ
ajst-30226	142	57	than	than	ADP
ajst-30226	142	58	76	76	NUM
ajst-30226	142	59	%	%	NOUN
ajst-30226	142	60	and	and	CCONJ
ajst-30226	142	61	82	82	NUM
ajst-30226	142	62	%	%	NOUN
ajst-30226	142	63	,	,	PUNCT
ajst-30226	142	64	showing	show	VERB
ajst-30226	142	65	the	the	DET
ajst-30226	142	66	excellent	excellent	ADJ
ajst-30226	142	67	ability	ability	NOUN
ajst-30226	142	68	to	to	PART
ajst-30226	142	69	correctly	correctly	ADV
ajst-30226	142	70	classify	classify	VERB
ajst-30226	142	71	various	various	ADJ
ajst-30226	142	72	categories	category	NOUN
ajst-30226	142	73	.	.	PUNCT
ajst-30226	143	1	for	for	ADP
ajst-30226	143	2	the	the	DET
ajst-30226	143	3	first	first	ADJ
ajst-30226	143	4	time	time	NOUN
ajst-30226	143	5	,	,	PUNCT
ajst-30226	143	6	the	the	DET
ajst-30226	143	7	knowledge	knowledge	NOUN
ajst-30226	143	8	of	of	ADP
ajst-30226	143	9	eco	eco	PROPN
ajst-30226	143	10	geographical	geographical	ADJ
ajst-30226	143	11	precipitation	precipitation	NOUN
ajst-30226	143	12	zoning	zoning	NOUN
ajst-30226	143	13	was	be	AUX
ajst-30226	143	14	used	use	VERB
ajst-30226	143	15	to	to	PART
ajst-30226	143	16	construct	construct	VERB
ajst-30226	143	17	impervious	impervious	ADJ
ajst-30226	143	18	surface	surface	NOUN
ajst-30226	143	19	sample	sample	NOUN
ajst-30226	143	20	set	set	NOUN
ajst-30226	143	21	.	.	PUNCT
ajst-30226	144	1	based	base	VERB
ajst-30226	144	2	on	on	ADP
ajst-30226	144	3	the	the	DET
ajst-30226	144	4	law	law	NOUN
ajst-30226	144	5	of	of	ADP
ajst-30226	144	6	surface	surface	NOUN
ajst-30226	144	7	change	change	NOUN
ajst-30226	144	8	and	and	CCONJ
ajst-30226	144	9	the	the	DET
ajst-30226	144	10	characteristics	characteristic	NOUN
ajst-30226	144	11	that	that	SCONJ
ajst-30226	144	12	impervious	impervious	ADJ
ajst-30226	144	13	surface	surface	NOUN
ajst-30226	144	14	is	be	AUX
ajst-30226	144	15	easily	easily	ADV
ajst-30226	144	16	confused	confuse	VERB
ajst-30226	144	17	in	in	ADP
ajst-30226	144	18	different	different	ADJ
ajst-30226	144	19	precipitation	precipitation	NOUN
ajst-30226	144	20	regions	region	NOUN
ajst-30226	144	21	,	,	PUNCT
ajst-30226	144	22	it	it	PRON
ajst-30226	144	23	provides	provide	VERB
ajst-30226	144	24	ideas	idea	NOUN
ajst-30226	144	25	for	for	ADP
ajst-30226	144	26	large	large	ADJ
ajst-30226	144	27	-	-	PUNCT
ajst-30226	144	28	scale	scale	NOUN
ajst-30226	144	29	sample	sample	NOUN
ajst-30226	144	30	production	production	NOUN
ajst-30226	144	31	.	.	PUNCT
ajst-30226	145	1	in	in	ADP
ajst-30226	145	2	this	this	DET
ajst-30226	145	3	paper	paper	NOUN
ajst-30226	145	4	,	,	PUNCT
ajst-30226	145	5	we	we	PRON
ajst-30226	145	6	propose	propose	VERB
ajst-30226	145	7	a	a	DET
ajst-30226	145	8	method	method	NOUN
ajst-30226	145	9	for	for	ADP
ajst-30226	145	10	the	the	DET
ajst-30226	145	11	production	production	NOUN
ajst-30226	145	12	of	of	ADP
ajst-30226	145	13	global	global	ADJ
ajst-30226	145	14	ten	ten	NUM
ajst-30226	145	15	-	-	PUNCT
ajst-30226	145	16	meter	meter	NOUN
ajst-30226	145	17	impervious	impervious	ADJ
ajst-30226	145	18	surface	surface	NOUN
ajst-30226	145	19	products	product	NOUN
ajst-30226	145	20	,	,	PUNCT
ajst-30226	145	21	which	which	PRON
ajst-30226	145	22	provides	provide	VERB
ajst-30226	145	23	a	a	DET
ajst-30226	145	24	basis	basis	NOUN
ajst-30226	145	25	for	for	ADP
ajst-30226	145	26	deep	deep	ADJ
ajst-30226	145	27	learning	learn	VERB
ajst-30226	145	28	image	image	NOUN
ajst-30226	145	29	classification	classification	NOUN
ajst-30226	145	30	.	.	PUNCT
ajst-30226	146	1	however	however	ADV
ajst-30226	146	2	,	,	PUNCT
ajst-30226	146	3	the	the	DET
ajst-30226	146	4	method	method	NOUN
ajst-30226	146	5	in	in	ADP
ajst-30226	146	6	this	this	DET
ajst-30226	146	7	paper	paper	NOUN
ajst-30226	146	8	is	be	AUX
ajst-30226	146	9	used	use	VERB
ajst-30226	146	10	for	for	ADP
ajst-30226	146	11	the	the	DET
ajst-30226	146	12	extraction	extraction	NOUN
ajst-30226	146	13	and	and	CCONJ
ajst-30226	146	14	validation	validation	NOUN
ajst-30226	146	15	of	of	ADP
ajst-30226	146	16	impervious	impervious	ADJ
ajst-30226	146	17	surface	surface	NOUN
ajst-30226	146	18	samples	sample	NOUN
ajst-30226	146	19	with	with	ADP
ajst-30226	146	20	a	a	DET
ajst-30226	146	21	single	single	ADJ
ajst-30226	146	22	sample	sample	NOUN
ajst-30226	146	23	type	type	NOUN
ajst-30226	146	24	,	,	PUNCT
ajst-30226	146	25	which	which	PRON
ajst-30226	146	26	needs	need	VERB
ajst-30226	146	27	to	to	PART
ajst-30226	146	28	be	be	AUX
ajst-30226	146	29	improved	improve	VERB
ajst-30226	146	30	.	.	PUNCT
ajst-30226	147	1	the	the	DET
ajst-30226	147	2	automatic	automatic	ADJ
ajst-30226	147	3	construction	construction	NOUN
ajst-30226	147	4	method	method	NOUN
ajst-30226	147	5	is	be	AUX
ajst-30226	147	6	also	also	ADV
ajst-30226	147	7	applicable	applicable	ADJ
ajst-30226	147	8	to	to	ADP
ajst-30226	147	9	other	other	ADJ
ajst-30226	147	10	feature	feature	NOUN
ajst-30226	147	11	classifications	classification	NOUN
ajst-30226	147	12	,	,	PUNCT
ajst-30226	147	13	such	such	ADJ
ajst-30226	147	14	as	as	ADP
ajst-30226	147	15	water	water	NOUN
ajst-30226	147	16	bodies	body	NOUN
ajst-30226	147	17	,	,	PUNCT
ajst-30226	147	18	cultivated	cultivate	VERB
ajst-30226	147	19	land	land	NOUN
ajst-30226	147	20	,	,	PUNCT
ajst-30226	147	21	forest	forest	NOUN
ajst-30226	147	22	land	land	NOUN
ajst-30226	147	23	,	,	PUNCT
ajst-30226	147	24	and	and	CCONJ
ajst-30226	147	25	so	so	ADV
ajst-30226	147	26	on	on	ADV
ajst-30226	147	27	.	.	PUNCT
ajst-30226	148	1	references	reference	NOUN
ajst-30226	148	2	[	[	X
ajst-30226	148	3	1	1	NUM
ajst-30226	148	4	]	]	PUNCT
ajst-30226	148	5	tang	tang	PROPN
ajst-30226	148	6	y	y	PROPN
ajst-30226	148	7	,	,	PUNCT
ajst-30226	148	8	shao	shao	PROPN
ajst-30226	148	9	z	z	PROPN
ajst-30226	148	10	,	,	PUNCT
ajst-30226	148	11	huang	huang	PROPN
ajst-30226	148	12	x	x	X
ajst-30226	148	13	,	,	PUNCT
ajst-30226	148	14	et	et	PROPN
ajst-30226	148	15	al	al	PROPN
ajst-30226	148	16	.	.	PUNCT
ajst-30226	149	1	mapping	map	VERB
ajst-30226	149	2	impervious	impervious	ADJ
ajst-30226	149	3	surface	surface	NOUN
ajst-30226	149	4	areas	area	NOUN
ajst-30226	149	5	using	use	VERB
ajst-30226	149	6	time	time	NOUN
ajst-30226	149	7	-	-	PUNCT
ajst-30226	149	8	series	series	NOUN
ajst-30226	149	9	nighttime	nighttime	ADJ
ajst-30226	149	10	light	light	NOUN
ajst-30226	149	11	and	and	CCONJ
ajst-30226	149	12	modis	modis	PROPN
ajst-30226	149	13	imagery[j	imagery[j	PROPN
ajst-30226	149	14	]	]	PUNCT
ajst-30226	149	15	.	.	PUNCT
ajst-30226	150	1	remote	remote	ADJ
ajst-30226	150	2	sensing	sensing	NOUN
ajst-30226	150	3	,	,	PUNCT
ajst-30226	150	4	2021	2021	NUM
ajst-30226	150	5	,	,	PUNCT
ajst-30226	150	6	13(10	13(10	NUM
ajst-30226	150	7	)	)	PUNCT
ajst-30226	150	8	.	.	PUNCT
ajst-30226	151	1	[	[	X
ajst-30226	151	2	2	2	X
ajst-30226	151	3	]	]	X
ajst-30226	151	4	feng	feng	PROPN
ajst-30226	151	5	quan	quan	PROPN
ajst-30226	151	6	-	-	PUNCT
ajst-30226	151	7	taki	taki	PROPN
ajst-30226	151	8	,	,	PUNCT
ajst-30226	151	9	chen	chen	PROPN
ajst-30226	151	10	po	po	PROPN
ajst-30226	151	11	-	-	PUNCT
ajst-30226	151	12	an	an	PROPN
ajst-30226	151	13	,	,	PUNCT
ajst-30226	151	14	li	li	PROPN
ajst-30226	151	15	g.q	g.q	PROPN
ajst-30226	151	16	.	.	PROPN
ajst-30226	151	17	et	et	PROPN
ajst-30226	151	18	al.2022.a	al.2022.a	PART
ajst-30226	151	19	review	review	NOUN
ajst-30226	151	20	of	of	ADP
ajst-30226	151	21	research	research	NOUN
ajst-30226	151	22	on	on	ADP
ajst-30226	151	23	sample	sample	NOUN
ajst-30226	151	24	datasets	dataset	NOUN
ajst-30226	151	25	of	of	ADP
ajst-30226	151	26	remote	remote	ADJ
ajst-30226	151	27	sensing	sensing	NOUN
ajst-30226	151	28	images	image	NOUN
ajst-30226	151	29	.	.	PUNCT
ajst-30226	152	1	journal	journal	NOUN
ajst-30226	152	2	of	of	ADP
ajst-30226	152	3	remote	remote	ADJ
ajst-30226	152	4	sensing,26(4):589	sensing,26(4):589	NOUN
ajst-30226	152	5	-	-	SYM
ajst-30226	152	6	605	605	NUM
ajst-30226	153	1	[	[	X
ajst-30226	153	2	3	3	X
ajst-30226	153	3	]	]	PUNCT
ajst-30226	153	4	he	he	PRON
ajst-30226	153	5	ying	ying	PROPN
ajst-30226	153	6	.	.	PUNCT
ajst-30226	154	1	application	application	NOUN
ajst-30226	154	2	of	of	ADP
ajst-30226	154	3	office	office	NOUN
ajst-30226	154	4	information	information	NOUN
ajst-30226	154	5	extraction	extraction	NOUN
ajst-30226	154	6	based	base	VERB
ajst-30226	154	7	on	on	ADP
ajst-30226	154	8	remote	remote	ADJ
ajst-30226	154	9	sensing	sense	VERB
ajst-30226	154	10	technology	technology	NOUN
ajst-30226	154	11	in	in	ADP
ajst-30226	154	12	the	the	DET
ajst-30226	154	13	third	third	ADJ
ajst-30226	154	14	land	land	NOUN
ajst-30226	154	15	survey	survey	NOUN
ajst-30226	154	16	[	[	X
ajst-30226	154	17	d	d	X
ajst-30226	154	18	]	]	X
ajst-30226	154	19	.	.	PUNCT
ajst-30226	155	1	jilin	jilin	PROPN
ajst-30226	155	2	university	university	PROPN
ajst-30226	155	3	,	,	PUNCT
ajst-30226	155	4	2019	2019	NUM
ajst-30226	155	5	[	[	SYM
ajst-30226	155	6	4	4	X
ajst-30226	155	7	]	]	PUNCT
ajst-30226	155	8	building	build	VERB
ajst-30226	155	9	qin	qin	PROPN
ajst-30226	155	10	.	.	PUNCT
ajst-30226	156	1	application	application	NOUN
ajst-30226	156	2	of	of	ADP
ajst-30226	156	3	impervious	impervious	ADJ
ajst-30226	156	4	surface	surface	NOUN
ajst-30226	156	5	extraction	extraction	NOUN
ajst-30226	156	6	and	and	CCONJ
ajst-30226	156	7	space	space	NOUN
ajst-30226	156	8	-	-	PUNCT
ajst-30226	156	9	time	time	NOUN
ajst-30226	156	10	evolution	evolution	NOUN
ajst-30226	156	11	analysis	analysis	NOUN
ajst-30226	156	12	based	base	VERB
ajst-30226	156	13	on	on	ADP
ajst-30226	156	14	deep	deep	ADJ
ajst-30226	156	15	learning	learning	NOUN
ajst-30226	157	1	[	[	X
ajst-30226	157	2	d	d	X
ajst-30226	157	3	]	]	X
ajst-30226	157	4	.	.	PUNCT
ajst-30226	158	1	zhejiang	zhejiang	PROPN
ajst-30226	158	2	university	university	PROPN
ajst-30226	158	3	,	,	PUNCT
ajst-30226	158	4	2021	2021	NUM
ajst-30226	158	5	.	.	PUNCT
ajst-30226	159	1	doi	doi	NOUN
ajst-30226	159	2	:	:	PUNCT
ajst-30226	159	3	10.27461	10.27461	NUM
ajst-30226	159	4	/	/	SYM
ajst-30226	159	5	d.cnki.gzjdx.2021.002808	d.cnki.gzjdx.2021.002808	NOUN
ajst-30226	160	1	[	[	X
ajst-30226	160	2	5	5	X
ajst-30226	160	3	]	]	PUNCT
ajst-30226	160	4	lv	lv	PROPN
ajst-30226	160	5	x	x	PROPN
ajst-30226	160	6	,	,	PUNCT
ajst-30226	160	7	shao	shao	PROPN
ajst-30226	160	8	z	z	PROPN
ajst-30226	160	9	,	,	PUNCT
ajst-30226	160	10	ming	ming	PROPN
ajst-30226	160	11	d	d	PROPN
ajst-30226	160	12	,	,	PUNCT
ajst-30226	160	13	et	et	PROPN
ajst-30226	160	14	al	al	PROPN
ajst-30226	160	15	.	.	PROPN
ajst-30226	160	16	improved	improve	VERB
ajst-30226	160	17	object	object	NOUN
ajst-30226	160	18	-	-	PUNCT
ajst-30226	160	19	based	base	VERB
ajst-30226	160	20	convolutional	convolutional	ADJ
ajst-30226	160	21	neural	neural	ADJ
ajst-30226	160	22	network	network	NOUN
ajst-30226	160	23	(	(	PUNCT
ajst-30226	160	24	iocnn	iocnn	PROPN
ajst-30226	160	25	)	)	PUNCT
ajst-30226	160	26	to	to	PART
ajst-30226	160	27	classify	classify	VERB
ajst-30226	160	28	very	very	ADV
ajst-30226	160	29	highresolution	highresolution	NOUN
ajst-30226	160	30	remote	remote	ADJ
ajst-30226	160	31	sensing	sense	VERB
ajst-30226	160	32	images[j	images[j	PROPN
ajst-30226	160	33	]	]	PUNCT
ajst-30226	160	34	.	.	PUNCT
ajst-30226	161	1	international	international	ADJ
ajst-30226	161	2	journal	journal	PROPN
ajst-30226	161	3	of	of	ADP
ajst-30226	161	4	remote	remote	ADJ
ajst-30226	161	5	sensing	sensing	NOUN
ajst-30226	161	6	,	,	PUNCT
ajst-30226	161	7	2021	2021	NUM
ajst-30226	161	8	,	,	PUNCT
ajst-30226	161	9	42(21	42(21	NUM
ajst-30226	161	10	):	):	PUNCT
ajst-30226	161	11	8318	8318	NUM
ajst-30226	161	12	-	-	SYM
ajst-30226	161	13	8344	8344	NUM
ajst-30226	161	14	.	.	PUNCT
ajst-30226	162	1	[	[	X
ajst-30226	162	2	6	6	NUM
ajst-30226	162	3	]	]	PUNCT
ajst-30226	162	4	pang	pang	PROPN
ajst-30226	162	5	bo	bo	PROPN
ajst-30226	162	6	,	,	PUNCT
ajst-30226	162	7	huang	huang	PROPN
ajst-30226	162	8	zuoji	zuoji	PROPN
ajst-30226	162	9	,	,	PUNCT
ajst-30226	162	10	wu	wu	PROPN
ajst-30226	162	11	yanlan	yanlan	PROPN
ajst-30226	162	12	,	,	PUNCT
ajst-30226	162	13	etc	etc	X
ajst-30226	162	14	.	.	X
ajst-30226	162	15	extraction	extraction	NOUN
ajst-30226	162	16	and	and	CCONJ
ajst-30226	162	17	mapping	mapping	NOUN
ajst-30226	162	18	of	of	ADP
ajst-30226	162	19	impervious	impervious	ADJ
ajst-30226	162	20	surface	surface	NOUN
ajst-30226	162	21	from	from	ADP
ajst-30226	162	22	high	high	ADJ
ajst-30226	162	23	resolution	resolution	NOUN
ajst-30226	162	24	remote	remote	ADJ
ajst-30226	162	25	sensing	sense	VERB
ajst-30226	162	26	image	image	NOUN
ajst-30226	162	27	based	base	VERB
ajst-30226	162	28	on	on	ADP
ajst-30226	162	29	improved	improve	VERB
ajst-30226	162	30	full	full	ADJ
ajst-30226	162	31	convolution	convolution	NOUN
ajst-30226	162	32	neural	neural	ADJ
ajst-30226	162	33	network	network	NOUN
ajst-30226	162	34	[	[	X
ajst-30226	162	35	j	j	X
ajst-30226	162	36	]	]	X
ajst-30226	162	37	.	.	PUNCT
ajst-30226	163	1	remote	remote	ADJ
ajst-30226	163	2	sensing	sense	VERB
ajst-30226	163	3	information	information	NOUN
ajst-30226	163	4	,	,	PUNCT
ajst-30226	163	5	2020,35	2020,35	NUM
ajst-30226	163	6	(	(	PUNCT
ajst-30226	163	7	04	04	NUM
ajst-30226	163	8	):	):	PUNCT
ajst-30226	163	9	47	47	NUM
ajst-30226	163	10	-	-	SYM
ajst-30226	163	11	55	55	NUM
ajst-30226	164	1	[	[	X
ajst-30226	164	2	7	7	NUM
ajst-30226	164	3	]	]	X
ajst-30226	164	4	lu	lu	PROPN
ajst-30226	164	5	chen	chen	PROPN
ajst-30226	164	6	,	,	PUNCT
ajst-30226	164	7	yang	yang	PROPN
ajst-30226	164	8	xiaomei	xiaomei	PROPN
ajst-30226	164	9	,	,	PUNCT
ajst-30226	164	10	wang	wang	PROPN
ajst-30226	164	11	zhihua	zhihua	PROPN
ajst-30226	164	12	.	.	PUNCT
ajst-30226	165	1	remote	remote	ADJ
ajst-30226	165	2	sensing	sense	VERB
ajst-30226	165	3	extraction	extraction	NOUN
ajst-30226	165	4	method	method	NOUN
ajst-30226	165	5	of	of	ADP
ajst-30226	165	6	block	block	NOUN
ajst-30226	165	7	type	type	NOUN
ajst-30226	165	8	rural	rural	ADJ
ajst-30226	165	9	residential	residential	ADJ
ajst-30226	165	10	areas	area	NOUN
ajst-30226	165	11	based	base	VERB
ajst-30226	165	12	on	on	ADP
ajst-30226	165	13	automatic	automatic	ADJ
ajst-30226	165	14	sample	sample	NOUN
ajst-30226	165	15	expansion	expansion	NOUN
ajst-30226	166	1	[	[	X
ajst-30226	166	2	j	j	X
ajst-30226	166	3	]	]	X
ajst-30226	166	4	.	.	PUNCT
ajst-30226	167	1	journal	journal	PROPN
ajst-30226	167	2	of	of	ADP
ajst-30226	167	3	geoinformation	geoinformation	NOUN
ajst-30226	167	4	science	science	NOUN
ajst-30226	167	5	,	,	PUNCT
ajst-30226	167	6	2018,20	2018,20	PROPN
ajst-30226	167	7	(	(	PUNCT
ajst-30226	167	8	09	09	NUM
ajst-30226	167	9	):	):	PUNCT
ajst-30226	167	10	1306	1306	NUM
ajst-30226	167	11	-	-	SYM
ajst-30226	167	12	1315	1315	NUM
ajst-30226	168	1	[	[	X
ajst-30226	168	2	8	8	NUM
ajst-30226	168	3	]	]	X
ajst-30226	168	4	li	li	PROPN
ajst-30226	168	5	xin	xin	PROPN
ajst-30226	168	6	,	,	PUNCT
ajst-30226	168	7	yang	yang	PROPN
ajst-30226	168	8	yi	yi	PROPN
ajst-30226	168	9	,	,	PUNCT
ajst-30226	168	10	wang	wang	PROPN
ajst-30226	168	11	ning	ning	PROPN
ajst-30226	168	12	,	,	PUNCT
ajst-30226	168	13	etc	etc	X
ajst-30226	168	14	.	.	X
ajst-30226	168	15	automatic	automatic	ADJ
ajst-30226	168	16	generation	generation	NOUN
ajst-30226	168	17	of	of	ADP
ajst-30226	168	18	remote	remote	ADJ
ajst-30226	168	19	sensing	sense	VERB
ajst-30226	168	20	image	image	NOUN
ajst-30226	168	21	samples	sample	NOUN
ajst-30226	168	22	and	and	CCONJ
ajst-30226	168	23	intelligent	intelligent	ADJ
ajst-30226	168	24	iterative	iterative	NOUN
ajst-30226	168	25	classification	classification	NOUN
ajst-30226	168	26	method	method	NOUN
ajst-30226	168	27	[	[	X
ajst-30226	168	28	j	j	X
ajst-30226	168	29	]	]	X
ajst-30226	168	30	.	.	PUNCT
ajst-30226	169	1	surveying	surveying	NOUN
ajst-30226	169	2	and	and	CCONJ
ajst-30226	169	3	mapping	mapping	NOUN
ajst-30226	169	4	science	science	NOUN
ajst-30226	169	5	,	,	PUNCT
ajst-30226	169	6	2022,47	2022,47	NUM
ajst-30226	169	7	(	(	PUNCT
ajst-30226	169	8	08	08	NUM
ajst-30226	169	9	):	):	PUNCT
ajst-30226	169	10	197	197	NUM
ajst-30226	169	11	-	-	SYM
ajst-30226	169	12	203	203	NUM
ajst-30226	169	13	.	.	PUNCT
ajst-30226	170	1	doi	doi	NOUN
ajst-30226	170	2	:	:	PUNCT
ajst-30226	170	3	10.16251	10.16251	NUM
ajst-30226	170	4	/	/	SYM
ajst-30226	170	5	j.cnki.10092307.2022.08.022	j.cnki.10092307.2022.08.022	NOUN
ajst-30226	171	1	[	[	X
ajst-30226	171	2	9	9	NUM
ajst-30226	171	3	]	]	X
ajst-30226	171	4	lasko	lasko	PROPN
ajst-30226	171	5	,	,	PUNCT
ajst-30226	171	6	k.	k.	PROPN
ajst-30226	171	7	;	;	PUNCT
ajst-30226	171	8	maloney	maloney	PROPN
ajst-30226	171	9	,	,	PUNCT
ajst-30226	171	10	m.c	m.c	PROPN
ajst-30226	171	11	.	.	PROPN
ajst-30226	171	12	;	;	PUNCT
ajst-30226	171	13	becker	becker	PROPN
ajst-30226	171	14	,	,	PUNCT
ajst-30226	171	15	s.j	s.j	PROPN
ajst-30226	171	16	.	.	PROPN
ajst-30226	171	17	;	;	PUNCT
ajst-30226	171	18	griffin	griffin	PROPN
ajst-30226	171	19	,	,	PUNCT
ajst-30226	171	20	a.w.h	a.w.h	ADJ
ajst-30226	171	21	.	.	PROPN
ajst-30226	171	22	;	;	PUNCT
ajst-30226	171	23	lyon	lyon	PROPN
ajst-30226	171	24	,	,	PUNCT
ajst-30226	171	25	s.l	s.l	PROPN
ajst-30226	171	26	.	.	PROPN
ajst-30226	171	27	;	;	PUNCT
ajst-30226	171	28	griffin	griffin	PROPN
ajst-30226	171	29	,	,	PUNCT
ajst-30226	171	30	s.p	s.p	PROPN
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ajst-30226	171	33	training	training	NOUN
ajst-30226	171	34	data	datum	NOUN
ajst-30226	171	35	generation	generation	NOUN
ajst-30226	171	36	from	from	ADP
ajst-30226	171	37	spectral	spectral	ADJ
ajst-30226	171	38	indexes	index	NOUN
ajst-30226	171	39	for	for	ADP
ajst-30226	171	40	mapping	map	VERB
ajst-30226	171	41	surface	surface	NOUN
ajst-30226	171	42	water	water	NOUN
ajst-30226	171	43	extent	extent	NOUN
ajst-30226	171	44	with	with	ADP
ajst-30226	171	45	sentinel-2	sentinel-2	ADJ
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ajst-30226	171	47	imagery	imagery	NOUN
ajst-30226	171	48	at	at	ADP
ajst-30226	171	49	10	10	NUM
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ajst-30226	171	52	20	20	NUM
ajst-30226	171	53	m	m	PROPN
ajst-30226	171	54	resolutions	resolution	NOUN
ajst-30226	171	55	.	.	PUNCT
ajst-30226	172	1	remote	remote	ADJ
ajst-30226	172	2	sens	sen	NOUN
ajst-30226	172	3	.	.	PROPN
ajst-30226	172	4	2021	2021	NUM
ajst-30226	172	5	,	,	PUNCT
ajst-30226	172	6	13	13	NUM
ajst-30226	172	7	,	,	PUNCT
ajst-30226	172	8	4531	4531	NUM
ajst-30226	172	9	.	.	PUNCT
ajst-30226	173	1	https://doi.org/10.3390/rs13224531	https://doi.org/10.3390/rs13224531	PRON
ajst-30226	174	1	[	[	X
ajst-30226	174	2	10	10	NUM
ajst-30226	174	3	]	]	X
ajst-30226	174	4	yang	yang	PROPN
ajst-30226	174	5	g	g	PROPN
ajst-30226	174	6	,	,	PUNCT
ajst-30226	174	7	yu	yu	PROPN
ajst-30226	174	8	w	w	PROPN
ajst-30226	174	9	,	,	PUNCT
ajst-30226	174	10	yao	yao	PROPN
ajst-30226	174	11	x	x	PRON
ajst-30226	174	12	,	,	PUNCT
ajst-30226	174	13	et	et	PROPN
ajst-30226	174	14	al.agtoc	al.agtoc	VERB
ajst-30226	174	15	:	:	PUNCT
ajst-30226	174	16	a	a	DET
ajst-30226	174	17	novel	novel	ADJ
ajst-30226	174	18	approach	approach	NOUN
ajst-30226	174	19	to	to	ADP
ajst-30226	174	20	winter	winter	NOUN
ajst-30226	174	21	wheat	wheat	NOUN
ajst-30226	174	22	mapping	mapping	NOUN
ajst-30226	174	23	by	by	ADP
ajst-30226	174	24	automatic	automatic	ADJ
ajst-30226	174	25	generation	generation	NOUN
ajst-30226	174	26	of	of	ADP
ajst-30226	174	27	training	training	NOUN
ajst-30226	174	28	samples	sample	NOUN
ajst-30226	174	29	and	and	CCONJ
ajst-30226	174	30	one	one	NUM
ajst-30226	174	31	-	-	PUNCT
ajst-30226	174	32	class	class	NOUN
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ajst-30226	174	34	on	on	ADP
ajst-30226	174	35	google	google	PROPN
ajst-30226	174	36	earth	earth	NOUN
ajst-30226	174	37	engine	engine	NOUN
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ajst-30226	174	39	journal	journal	NOUN
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ajst-30226	174	42	earth	earth	NOUN
ajst-30226	174	43	observation	observation	NOUN
ajst-30226	174	44	and	and	CCONJ
ajst-30226	174	45	geoinformation	geoinformation	NOUN
ajst-30226	174	46	,	,	PUNCT
ajst-30226	174	47	102[2024	102[2024	NUM
ajst-30226	174	48	-	-	PUNCT
ajst-30226	174	49	0410].doi:10.1016	0410].doi:10.1016	NUM
ajst-30226	174	50	/	/	SYM
ajst-30226	175	1	j.jag.2021.102446	j.jag.2021.102446	NOUN
ajst-30226	175	2	.	.	PUNCT
ajst-30226	176	1	[	[	X
ajst-30226	176	2	11	11	NUM
ajst-30226	176	3	]	]	X
ajst-30226	176	4	radoux	radoux	NOUN
ajst-30226	176	5	,	,	PUNCT
ajst-30226	176	6	j.	j.	PROPN
ajst-30226	176	7	,	,	PUNCT
ajst-30226	176	8	lamarche	lamarche	PROPN
ajst-30226	176	9	,	,	PUNCT
ajst-30226	176	10	c.	c.	PROPN
ajst-30226	176	11	,	,	PUNCT
ajst-30226	176	12	van	van	PROPN
ajst-30226	176	13	bogaert	bogaert	PROPN
ajst-30226	176	14	,	,	PUNCT
ajst-30226	176	15	e	e	NOUN
ajst-30226	176	16	:	:	PUNCT
ajst-30226	176	17	automated	automate	VERB
ajst-30226	176	18	training	training	NOUN
ajst-30226	176	19	sample	sample	NOUN
ajst-30226	176	20	extraction	extraction	NOUN
ajst-30226	176	21	for	for	ADP
ajst-30226	176	22	global	global	ADJ
ajst-30226	176	23	land	land	NOUN
ajst-30226	176	24	cover	cover	NOUN
ajst-30226	176	25	mapping	mapping	NOUN
ajst-30226	176	26	,	,	PUNCT
ajst-30226	176	27	remote	remote	ADJ
ajst-30226	176	28	sens	sen	NOUN
ajst-30226	176	29	.	.	PROPN
ajst-30226	176	30	,	,	PUNCT
ajst-30226	176	31	6	6	NUM
ajst-30226	176	32	,	,	PUNCT
ajst-30226	176	33	3965–3987	3965–3987	NUM
ajst-30226	176	34	.	.	PUNCT
ajst-30226	177	1	[	[	X
ajst-30226	177	2	12	12	NUM
ajst-30226	177	3	]	]	X
ajst-30226	177	4	zhang	zhang	PROPN
ajst-30226	177	5	,	,	PUNCT
ajst-30226	177	6	x.	x.	PROPN
ajst-30226	177	7	and	and	CCONJ
ajst-30226	177	8	liu	liu	PROPN
ajst-30226	177	9	,	,	PUNCT
ajst-30226	177	10	l.	l.	PROPN
ajst-30226	177	11	:	:	PUNCT
ajst-30226	177	12	development	development	NOUN
ajst-30226	177	13	of	of	ADP
ajst-30226	177	14	a	a	DET
ajst-30226	177	15	global	global	ADJ
ajst-30226	177	16	30	30	NUM
ajst-30226	177	17	m	m	NUM
ajst-30226	177	18	impervious	impervious	ADJ
ajst-30226	177	19	surface	surface	NOUN
ajst-30226	177	20	map	map	NOUN
ajst-30226	177	21	using	use	VERB
ajst-30226	177	22	multi	multi	ADJ
ajst-30226	177	23	-	-	NOUN
ajst-30226	177	24	source	source	NOUN
ajst-30226	177	25	and	and	CCONJ
ajst-30226	177	26	multi	multi	ADJ
ajst-30226	177	27	-	-	ADJ
ajst-30226	177	28	temporal	temporal	ADJ
ajst-30226	177	29	remote	remote	ADJ
ajst-30226	177	30	sensing	sense	VERB
ajst-30226	177	31	datasets	dataset	NOUN
ajst-30226	177	32	with	with	ADP
ajst-30226	177	33	the	the	DET
ajst-30226	177	34	google	google	PROPN
ajst-30226	177	35	earth	earth	NOUN
ajst-30226	177	36	engine	engine	NOUN
ajst-30226	177	37	platform	platform	NOUN
ajst-30226	177	38	,	,	PUNCT
ajst-30226	177	39	zenodo	zenodo	NOUN
ajst-30226	177	40	.	.	PUNCT
ajst-30226	178	1	[	[	X
ajst-30226	178	2	13	13	NUM
ajst-30226	178	3	]	]	X
ajst-30226	178	4	zhang	zhang	PROPN
ajst-30226	178	5	,	,	PUNCT
ajst-30226	178	6	x.	x.	PROPN
ajst-30226	178	7	,	,	PUNCT
ajst-30226	178	8	liu	liu	PROPN
ajst-30226	178	9	,	,	PUNCT
ajst-30226	178	10	l.	l.	PROPN
ajst-30226	178	11	,	,	PUNCT
ajst-30226	178	12	chen	chen	PROPN
ajst-30226	178	13	,	,	PUNCT
ajst-30226	178	14	x.	x.	PROPN
ajst-30226	178	15	:	:	PUNCT
ajst-30226	178	16	fine	fine	ADJ
ajst-30226	178	17	landcover	landcover	NOUN
ajst-30226	178	18	mapping	mapping	NOUN
ajst-30226	178	19	in	in	ADP
ajst-30226	178	20	china	china	PROPN
ajst-30226	178	21	using	use	VERB
ajst-30226	178	22	landsat	landsat	PROPN
ajst-30226	178	23	datacube	datacube	NOUN
ajst-30226	178	24	and	and	CCONJ
ajst-30226	178	25	an	an	DET
ajst-30226	178	26	operational	operational	ADJ
ajst-30226	178	27	speclibbased	speclibbase	VERB
ajst-30226	178	28	approach	approach	NOUN
ajst-30226	178	29	,	,	PUNCT
ajst-30226	178	30	remote	remote	ADJ
ajst-30226	178	31	sens	sen	NOUN
ajst-30226	178	32	.	.	PROPN
ajst-30226	178	33	,	,	PUNCT
ajst-30226	178	34	11	11	NUM
ajst-30226	178	35	,	,	PUNCT
ajst-30226	178	36	1056	1056	NUM
ajst-30226	178	37	.	.	PUNCT
ajst-30226	179	1	[	[	X
ajst-30226	179	2	14	14	NUM
ajst-30226	179	3	]	]	X
ajst-30226	179	4	gong	gong	PROPN
ajst-30226	179	5	peng	peng	PROPN
ajst-30226	179	6	,	,	PUNCT
ajst-30226	179	7	wang	wang	PROPN
ajst-30226	179	8	jie	jie	PROPN
ajst-30226	179	9	,	,	PUNCT
ajst-30226	179	10	yu	yu	PROPN
ajst-30226	179	11	le	le	PROPN
ajst-30226	179	12	,	,	PUNCT
ajst-30226	179	13	et	et	PROPN
ajst-30226	179	14	al	al	PROPN
ajst-30226	179	15	.	.	PROPN
ajst-30226	179	16	finer	fine	ADJ
ajst-30226	179	17	resolution	resolution	NOUN
ajst-30226	179	18	observation	observation	NOUN
ajst-30226	179	19	and	and	CCONJ
ajst-30226	179	20	monitoring	monitoring	NOUN
ajst-30226	179	21	of	of	ADP
ajst-30226	179	22	global	global	ADJ
ajst-30226	179	23	land	land	NOUN
ajst-30226	179	24	cover	cover	NOUN
ajst-30226	179	25	:	:	PUNCT
ajst-30226	179	26	first	first	ADJ
ajst-30226	179	27	mapping	mapping	NOUN
ajst-30226	179	28	results	result	VERB
ajst-30226	179	29	with	with	ADP
ajst-30226	179	30	landsat	landsat	PROPN
ajst-30226	179	31	tm	tm	PROPN
ajst-30226	179	32	and	and	CCONJ
ajst-30226	179	33	etm+	etm+	PROPN
ajst-30226	179	34	data	datum	NOUN
ajst-30226	179	35	[	[	X
ajst-30226	179	36	j	j	X
ajst-30226	179	37	]	]	X
ajst-30226	179	38	.	.	PUNCT
ajst-30226	180	1	international	international	ADJ
ajst-30226	180	2	journal	journal	PROPN
ajst-30226	180	3	of	of	ADP
ajst-30226	180	4	remote	remote	ADJ
ajst-30226	180	5	sensing	sensing	NOUN
ajst-30226	180	6	,	,	PUNCT
ajst-30226	180	7	2013	2013	NUM
ajst-30226	180	8	,	,	PUNCT
ajst-30226	180	9	34(7	34(7	NUM
ajst-30226	180	10	):	):	PUNCT
ajst-30226	180	11	2607	2607	NUM
ajst-30226	180	12	-	-	SYM
ajst-30226	180	13	2654	2654	NUM
ajst-30226	180	14	.	.	PUNCT
ajst-30226	181	1	[	[	X
ajst-30226	181	2	15	15	NUM
ajst-30226	181	3	]	]	X
ajst-30226	181	4	liu	liu	PROPN
ajst-30226	181	5	xiaoping	xiaoping	PROPN
ajst-30226	181	6	,	,	PUNCT
ajst-30226	181	7	hu	hu	PROPN
ajst-30226	181	8	guohua	guohua	PROPN
ajst-30226	181	9	,	,	PUNCT
ajst-30226	181	10	chen	chen	PROPN
ajst-30226	181	11	yimin	yimin	PROPN
ajst-30226	181	12	,	,	PUNCT
ajst-30226	181	13	et	et	PROPN
ajst-30226	181	14	al	al	PROPN
ajst-30226	181	15	.	.	PROPN
ajst-30226	181	16	high	high	ADJ
ajst-30226	181	17	-	-	PUNCT
ajst-30226	181	18	resolution	resolution	NOUN
ajst-30226	181	19	multi	multi	ADJ
ajst-30226	181	20	-	-	ADJ
ajst-30226	181	21	temporal	temporal	ADJ
ajst-30226	181	22	mapping	mapping	NOUN
ajst-30226	181	23	of	of	ADP
ajst-30226	181	24	global	global	ADJ
ajst-30226	181	25	urban	urban	ADJ
ajst-30226	181	26	land	land	NOUN
ajst-30226	181	27	using	use	VERB
ajst-30226	181	28	landsat	landsat	NOUN
ajst-30226	181	29	images	image	NOUN
ajst-30226	181	30	based	base	VERB
ajst-30226	181	31	on	on	ADP
ajst-30226	181	32	the	the	DET
ajst-30226	181	33	google	google	PROPN
ajst-30226	181	34	earth	earth	NOUN
ajst-30226	181	35	engine	engine	NOUN
ajst-30226	181	36	platform	platform	NOUN
ajst-30226	182	1	[	[	X
ajst-30226	182	2	j	j	X
ajst-30226	182	3	]	]	X
ajst-30226	182	4	.	.	PUNCT
ajst-30226	183	1	remote	remote	ADJ
ajst-30226	183	2	sensing	sensing	NOUN
ajst-30226	183	3	of	of	ADP
ajst-30226	183	4	environment	environment	NOUN
ajst-30226	183	5	,	,	PUNCT
ajst-30226	183	6	2018	2018	NUM
ajst-30226	183	7	,	,	PUNCT
ajst-30226	183	8	209:227	209:227	PROPN
ajst-30226	183	9	-	-	SYM
ajst-30226	183	10	239	239	NUM
ajst-30226	183	11	.	.	PUNCT
ajst-30226	184	1	[	[	X
ajst-30226	184	2	16	16	NUM
ajst-30226	184	3	]	]	PUNCT
ajst-30226	184	4	pesaresi	pesaresi	PROPN
ajst-30226	184	5	martino	martino	PROPN
ajst-30226	184	6	,	,	PUNCT
ajst-30226	184	7	syrris	syrris	ADJ
ajst-30226	184	8	vasileios	vasileio	NOUN
ajst-30226	184	9	,	,	PUNCT
ajst-30226	184	10	julea	julea	PROPN
ajst-30226	184	11	andreea	andreea	PROPN
ajst-30226	184	12	.	.	PUNCT
ajst-30226	185	1	a	a	DET
ajst-30226	185	2	new	new	ADJ
ajst-30226	185	3	method	method	NOUN
ajst-30226	185	4	for	for	ADP
ajst-30226	185	5	earth	earth	NOUN
ajst-30226	185	6	observation	observation	NOUN
ajst-30226	185	7	data	datum	NOUN
ajst-30226	185	8	analytics	analytic	NOUN
ajst-30226	185	9	based	base	VERB
ajst-30226	185	10	on	on	ADP
ajst-30226	185	11	symbolic	symbolic	ADJ
ajst-30226	185	12	machine	machine	NOUN
ajst-30226	185	13	learning	learn	VERB
ajst-30226	185	14	[	[	X
ajst-30226	185	15	j	j	X
ajst-30226	185	16	]	]	X
ajst-30226	185	17	.	.	PUNCT
ajst-30226	186	1	remote	remote	ADJ
ajst-30226	186	2	sensing	sensing	NOUN
ajst-30226	186	3	,	,	PUNCT
ajst-30226	186	4	2016	2016	NUM
ajst-30226	186	5	,	,	PUNCT
ajst-30226	186	6	8(5):399	8(5):399	NUM
ajst-30226	186	7	.	.	PUNCT
ajst-30226	187	1	[	[	X
ajst-30226	187	2	17	17	NUM
ajst-30226	187	3	]	]	X
ajst-30226	187	4	wang	wang	PROPN
ajst-30226	187	5	p.	p.	PROPN
ajst-30226	187	6	,	,	PUNCT
ajst-30226	187	7	huang	huang	PROPN
ajst-30226	187	8	c.	c.	PROPN
ajst-30226	187	9	,	,	PUNCT
ajst-30226	187	10	brown	brown	PROPN
ajst-30226	187	11	de	de	PROPN
ajst-30226	187	12	colstoun	colstoun	PROPN
ajst-30226	187	13	e.	e.	PROPN
ajst-30226	187	14	c.	c.	PROPN
ajst-30226	187	15	,	,	PUNCT
ajst-30226	187	16	et	et	PROPN
ajst-30226	187	17	al	al	PROPN
ajst-30226	187	18	.	.	PROPN
ajst-30226	188	1	global	global	PROPN
ajst-30226	188	2	human	human	ADJ
ajst-30226	188	3	built	build	VERB
ajst-30226	188	4	-	-	PUNCT
ajst-30226	188	5	up	up	NOUN
ajst-30226	188	6	and	and	CCONJ
ajst-30226	188	7	settlement	settlement	NOUN
ajst-30226	188	8	extent	extent	NOUN
ajst-30226	188	9	(	(	PUNCT
ajst-30226	188	10	hbase	hbase	NOUN
ajst-30226	188	11	)	)	PUNCT
ajst-30226	188	12	dataset	dataset	VERB
ajst-30226	188	13	from	from	ADP
ajst-30226	188	14	landsat	landsat	PROPN
ajst-30226	188	15	[	[	X
ajst-30226	188	16	m	m	X
ajst-30226	188	17	]	]	X
ajst-30226	188	18	.	.	PUNCT
ajst-30226	189	1	palisades	palisades	PROPN
ajst-30226	189	2	,	,	PUNCT
ajst-30226	189	3	ny	ny	PROPN
ajst-30226	189	4	:	:	PUNCT
ajst-30226	189	5	nasa	nasa	PROPN
ajst-30226	189	6	socioeconomic	socioeconomic	ADJ
ajst-30226	189	7	data	datum	NOUN
ajst-30226	189	8	and	and	CCONJ
ajst-30226	189	9	applications	application	NOUN
ajst-30226	189	10	center	center	NOUN
ajst-30226	189	11	(	(	PUNCT
ajst-30226	189	12	sedac	sedac	PROPN
ajst-30226	189	13	)	)	PUNCT
ajst-30226	189	14	.	.	PUNCT
ajst-30226	190	1	2017:1	2017:1	NUM
ajst-30226	190	2	-	-	SYM
ajst-30226	190	3	11	11	NUM
ajst-30226	190	4	.	.	PUNCT
ajst-30226	191	1	[	[	X
ajst-30226	191	2	18	18	NUM
ajst-30226	191	3	]	]	X
ajst-30226	191	4	zhu	zhu	PROPN
ajst-30226	191	5	ling	ling	PROPN
ajst-30226	191	6	,	,	PUNCT
ajst-30226	191	7	jia	jia	PROPN
ajst-30226	191	8	tao	tao	PROPN
ajst-30226	191	9	,	,	PUNCT
ajst-30226	191	10	shi	shi	PROPN
ajst-30226	191	11	ruming	ruming	NOUN
ajst-30226	191	12	.	.	PUNCT
ajst-30226	192	1	update	update	NOUN
ajst-30226	192	2	and	and	CCONJ
ajst-30226	192	3	integration	integration	NOUN
ajst-30226	192	4	of	of	ADP
ajst-30226	192	5	global	global	ADJ
ajst-30226	192	6	surface	surface	NOUN
ajst-30226	192	7	coverage	coverage	NOUN
ajst-30226	192	8	products	product	NOUN
ajst-30226	192	9	[	[	X
ajst-30226	192	10	m	m	X
ajst-30226	192	11	]	]	X
ajst-30226	192	12	.	.	PUNCT
ajst-30226	193	1	science	science	NOUN
ajst-30226	193	2	press	press	PROPN
ajst-30226	193	3	,	,	PUNCT
ajst-30226	193	4	2020	2020	NUM
ajst-30226	194	1	[	[	X
ajst-30226	194	2	19	19	NUM
ajst-30226	194	3	]	]	X
ajst-30226	194	4	huang	huang	PROPN
ajst-30226	194	5	x	x	PROPN
ajst-30226	194	6	,	,	PUNCT
ajst-30226	194	7	jiayi	jiayi	NOUN
ajst-30226	194	8	l	l	PROPN
ajst-30226	195	1	i	i	PROPN
ajst-30226	195	2	,	,	PUNCT
ajst-30226	195	3	yang	yang	PROPN
ajst-30226	195	4	j	j	PROPN
ajst-30226	195	5	,	,	PUNCT
ajst-30226	195	6	et	et	PROPN
ajst-30226	195	7	al	al	PROPN
ajst-30226	195	8	.	.	PROPN
ajst-30226	196	1	30	30	NUM
ajst-30226	196	2	m	m	PROPN
ajst-30226	196	3	global	global	ADJ
ajst-30226	196	4	immediate	immediate	ADJ
ajst-30226	196	5	surface	surface	NOUN
ajst-30226	196	6	area	area	NOUN
ajst-30226	196	7	dynamics	dynamic	NOUN
ajst-30226	196	8	and	and	CCONJ
ajst-30226	196	9	urban	urban	ADJ
ajst-30226	196	10	expansion	expansion	NOUN
ajst-30226	196	11	pattern	pattern	NOUN
ajst-30226	196	12	observed	observe	VERB
ajst-30226	196	13	by	by	ADP
ajst-30226	196	14	landsat	landsat	NOUN
ajst-30226	196	15	satellites	satellite	NOUN
ajst-30226	196	16	:	:	PUNCT
ajst-30226	196	17	from	from	ADP
ajst-30226	196	18	1972	1972	NUM
ajst-30226	196	19	to	to	ADP
ajst-30226	196	20	2019	2019	NUM
ajst-30226	196	21	[	[	X
ajst-30226	196	22	j	j	X
ajst-30226	196	23	]	]	X
ajst-30226	196	24	.	.	PUNCT
ajst-30226	197	1	science	science	NOUN
ajst-30226	197	2	of	of	ADP
ajst-30226	197	3	china	china	PROPN
ajst-30226	197	4	:	:	PUNCT
ajst-30226	197	5	earth	earth	NOUN
ajst-30226	197	6	sciences	sciences	PROPN
ajst-30226	197	7	,	,	PUNCT
ajst-30226	197	8	2021,64	2021,64	NUM
ajst-30226	197	9	(	(	PUNCT
ajst-30226	197	10	11	11	NUM
ajst-30226	197	11	):	):	PUNCT
ajst-30226	197	12	12	12	NUM
ajst-30226	197	13	.	.	PUNCT
ajst-30226	198	1	(	(	PUNCT
ajst-30226	198	2	gisa	gisa	NOUN
ajst-30226	198	3	)	)	PUNCT
ajst-30226	199	1	[	[	X
ajst-30226	199	2	20	20	NUM
ajst-30226	199	3	]	]	X
ajst-30226	199	4	hou	hou	PROPN
ajst-30226	199	5	xingxing	xingxing	PROPN
ajst-30226	199	6	,	,	PUNCT
ajst-30226	199	7	zhang	zhang	PROPN
ajst-30226	199	8	xinchang	xinchang	PROPN
ajst-30226	199	9	,	,	PUNCT
ajst-30226	199	10	zhao	zhao	PROPN
ajst-30226	199	11	yi	yi	PROPN
ajst-30226	199	12	,	,	PUNCT
ajst-30226	199	13	et	et	PROPN
ajst-30226	199	14	al	al	PROPN
ajst-30226	199	15	.	.	PROPN
ajst-30226	199	16	research	research	NOUN
ajst-30226	199	17	on	on	ADP
ajst-30226	199	18	deep	deep	ADJ
ajst-30226	199	19	learning	learning	NOUN
ajst-30226	199	20	to	to	PART
ajst-30226	199	21	extract	extract	VERB
ajst-30226	199	22	natural	natural	ADJ
ajst-30226	199	23	environmental	environmental	ADJ
ajst-30226	199	24	impact	impact	NOUN
ajst-30226	199	25	factors	factor	NOUN
ajst-30226	199	26	of	of	ADP
ajst-30226	199	27	impervious	impervious	ADJ
ajst-30226	199	28	water	water	NOUN
ajst-30226	199	29	surface	surface	NOUN
ajst-30226	200	1	[	[	X
ajst-30226	200	2	j	j	X
ajst-30226	200	3	]	]	X
ajst-30226	200	4	.	.	PUNCT
ajst-30226	201	1	surveying	surveying	NOUN
ajst-30226	201	2	and	and	CCONJ
ajst-30226	201	3	mapping	mapping	NOUN
ajst-30226	201	4	science	science	NOUN
ajst-30226	201	5	,	,	PUNCT
ajst-30226	201	6	2022,47	2022,47	NUM
ajst-30226	201	7	(	(	PUNCT
ajst-30226	201	8	11	11	NUM
ajst-30226	201	9	):	):	PUNCT
ajst-30226	201	10	73	73	NUM
ajst-30226	201	11	-	-	SYM
ajst-30226	201	12	84	84	NUM
ajst-30226	201	13	.	.	PUNCT
ajst-30226	202	1	doi	doi	NOUN
ajst-30226	202	2	:	:	PUNCT
ajst-30226	202	3	10.16251	10.16251	NUM
ajst-30226	202	4	/	/	SYM
ajst-30226	202	5	j.cnki.1009	j.cnki.1009	PROPN
ajst-30226	202	6	-	-	PUNCT
ajst-30226	202	7	2307.2022.11.010	2307.2022.11.010	PROPN
ajst-30226	203	1	[	[	X
ajst-30226	203	2	21	21	NUM
ajst-30226	203	3	]	]	X
ajst-30226	203	4	olson	olson	NOUN
ajst-30226	203	5	.	.	PUNCT
ajst-30226	203	6	,	,	PUNCT
ajst-30226	203	7	d.m	d.m	PROPN
ajst-30226	203	8	..	..	PUNCT
ajst-30226	203	9	,	,	PUNCT
ajst-30226	203	10	dinerstein	dinerstein	ADV
ajst-30226	203	11	.	.	PUNCT
ajst-30226	203	12	,	,	PUNCT
ajst-30226	203	13	e.	e.	PROPN
ajst-30226	203	14	:	:	PUNCT
ajst-30226	203	15	terrestrial	terrestrial	ADJ
ajst-30226	203	16	ecoregions	ecoregion	NOUN
ajst-30226	203	17	of	of	ADP
ajst-30226	203	18	the	the	DET
ajst-30226	203	19	world	world	NOUN
ajst-30226	203	20	:	:	PUNCT
ajst-30226	203	21	a	a	DET
ajst-30226	203	22	new	new	ADJ
ajst-30226	203	23	map	map	NOUN
ajst-30226	203	24	of	of	ADP
ajst-30226	203	25	life	life	NOUN
ajst-30226	203	26	on	on	ADP
ajst-30226	203	27	earth	earth	NOUN
ajst-30226	203	28	.	.	PUNCT
ajst-30226	204	1	bioscience	bioscience	NOUN
ajst-30226	204	2	51(11):933	51(11):933	NUM
ajst-30226	204	3	-	-	SYM
ajst-30226	204	4	938	938	NUM
ajst-30226	204	5	.	.	PUNCT
ajst-30226	205	1	[	[	X
ajst-30226	205	2	22	22	NUM
ajst-30226	205	3	]	]	X
ajst-30226	205	4	chen	chen	PROPN
ajst-30226	205	5	xu	xu	PROPN
ajst-30226	205	6	.	.	PUNCT
ajst-30226	206	1	construction	construction	NOUN
ajst-30226	206	2	and	and	CCONJ
ajst-30226	206	3	application	application	NOUN
ajst-30226	206	4	of	of	ADP
ajst-30226	206	5	knowledge	knowledge	NOUN
ajst-30226	206	6	base	base	NOUN
ajst-30226	206	7	for	for	ADP
ajst-30226	206	8	global	global	ADJ
ajst-30226	206	9	eco	eco	PROPN
ajst-30226	206	10	geographical	geographical	ADJ
ajst-30226	206	11	zoning	zoning	NOUN
ajst-30226	207	1	[	[	X
ajst-30226	207	2	d	d	X
ajst-30226	207	3	]	]	X
ajst-30226	207	4	.	.	PUNCT
ajst-30226	208	1	beijing	beijing	PROPN
ajst-30226	208	2	jianzhu	jianzhu	PROPN
ajst-30226	208	3	university	university	PROPN
ajst-30226	208	4	,	,	PUNCT
ajst-30226	208	5	2017	2017	NUM
ajst-30226	209	1	[	[	X
ajst-30226	209	2	23	23	NUM
ajst-30226	209	3	]	]	X
ajst-30226	209	4	zhang	zhang	PROPN
ajst-30226	209	5	x	x	X
ajst-30226	209	6	,	,	PUNCT
ajst-30226	209	7	liu	liu	PROPN
ajst-30226	209	8	l	l	PROPN
ajst-30226	209	9	,	,	PUNCT
ajst-30226	209	10	wu	wu	PROPN
ajst-30226	209	11	c	c	PROPN
ajst-30226	209	12	,	,	PUNCT
ajst-30226	209	13	et	et	PROPN
ajst-30226	209	14	al.development	al.development	ADP
ajst-30226	209	15	of	of	ADP
ajst-30226	209	16	a	a	DET
ajst-30226	209	17	global	global	ADJ
ajst-30226	209	18	30	30	NUM
ajst-30226	209	19	m	m	NUM
ajst-30226	209	20	impervious	impervious	ADJ
ajst-30226	209	21	surface	surface	NOUN
ajst-30226	209	22	map	map	NOUN
ajst-30226	209	23	using	use	VERB
ajst-30226	209	24	multisource	multisource	NOUN
ajst-30226	209	25	and	and	CCONJ
ajst-30226	209	26	multitemporal	multitemporal	ADJ
ajst-30226	209	27	remote	remote	ADJ
ajst-30226	209	28	sensing	sense	VERB
ajst-30226	209	29	datasets	dataset	NOUN
ajst-30226	209	30	with	with	ADP
ajst-30226	209	31	the	the	DET
ajst-30226	209	32	google	google	PROPN
ajst-30226	209	33	earth	earth	NOUN
ajst-30226	209	34	engine	engine	NOUN
ajst-30226	209	35	platform[j].earth	platform[j].earth	NOUN
ajst-30226	209	36	system	system	NOUN
ajst-30226	209	37	science	science	NOUN
ajst-30226	209	38	data	datum	NOUN
ajst-30226	209	39	,	,	PUNCT
ajst-30226	209	40	2020	2020	NUM
ajst-30226	209	41	,	,	PUNCT
ajst-30226	209	42	12(3):16251648.doi:10.5194	12(3):16251648.doi:10.5194	NUM
ajst-30226	209	43	/	/	SYM
ajst-30226	209	44	essd-12	essd-12	PROPN
ajst-30226	209	45	-	-	PUNCT
ajst-30226	209	46	1625	1625	NUM
ajst-30226	209	47	-	-	SYM
ajst-30226	209	48	2020	2020	NUM
ajst-30226	209	49	.	.	PUNCT
ajst-30226	210	1	[	[	X
ajst-30226	210	2	24	24	NUM
ajst-30226	210	3	]	]	X
ajst-30226	210	4	chen	chen	PROPN
ajst-30226	210	5	guandong	guandong	PROPN
ajst-30226	210	6	.	.	PUNCT
ajst-30226	211	1	research	research	NOUN
ajst-30226	211	2	on	on	ADP
ajst-30226	211	3	urban	urban	ADJ
ajst-30226	211	4	impervious	impervious	ADJ
ajst-30226	211	5	layer	layer	NOUN
ajst-30226	211	6	extraction	extraction	NOUN
ajst-30226	211	7	method	method	NOUN
ajst-30226	211	8	based	base	VERB
ajst-30226	211	9	on	on	ADP
ajst-30226	211	10	multi	multi	ADJ
ajst-30226	211	11	-	-	ADJ
ajst-30226	211	12	source	source	NOUN
ajst-30226	211	13	remote	remote	ADJ
ajst-30226	211	14	sensing	sense	VERB
ajst-30226	211	15	image	image	NOUN
ajst-30226	211	16	fusion	fusion	NOUN
ajst-30226	212	1	[	[	X
ajst-30226	212	2	d	d	X
ajst-30226	212	3	]	]	X
ajst-30226	212	4	.	.	PUNCT
ajst-30226	213	1	beijing	beijing	PROPN
ajst-30226	213	2	university	university	PROPN
ajst-30226	213	3	of	of	ADP
ajst-30226	213	4	technology	technology	NOUN
ajst-30226	213	5	,	,	PUNCT
ajst-30226	213	6	2018	2018	NUM
ajst-30226	213	7	[	[	X
ajst-30226	213	8	25	25	NUM
ajst-30226	213	9	]	]	SYM
ajst-30226	213	10	openstreetmap	openstreetmap	NOUN
ajst-30226	213	11	in	in	ADP
ajst-30226	213	12	giscience	giscience	NOUN
ajst-30226	213	13	;	;	PUNCT
ajst-30226	213	14	jokar	jokar	PROPN
ajst-30226	213	15	arsanjani	arsanjani	PROPN
ajst-30226	213	16	,	,	PUNCT
ajst-30226	213	17	j.	j.	PROPN
ajst-30226	213	18	,	,	PUNCT
ajst-30226	213	19	zipf	zipf	NOUN
ajst-30226	213	20	,	,	PUNCT
ajst-30226	213	21	a.	a.	PROPN
ajst-30226	213	22	,	,	PUNCT
ajst-30226	213	23	mooney	mooney	PROPN
ajst-30226	213	24	,	,	PUNCT
ajst-30226	213	25	p.	p.	PROPN
ajst-30226	213	26	,	,	PUNCT
ajst-30226	213	27	helbich	helbich	PROPN
ajst-30226	213	28	,	,	PUNCT
ajst-30226	213	29	m.	m.	NOUN
ajst-30226	213	30	,	,	PUNCT
ajst-30226	213	31	eds	eds	PROPN
ajst-30226	213	32	.	.	PUNCT
ajst-30226	213	33	;	;	PUNCT
ajst-30226	213	34	lecture	lecture	NOUN
ajst-30226	213	35	notes	note	NOUN
ajst-30226	213	36	in	in	ADP
ajst-30226	213	37	geoinformation	geoinformation	NOUN
ajst-30226	213	38	and	and	CCONJ
ajst-30226	213	39	cartography	cartography	NOUN
ajst-30226	213	40	;	;	PUNCT
ajst-30226	213	41	springer	springer	NOUN
ajst-30226	213	42	:	:	PUNCT
ajst-30226	213	43	cham	cham	PROPN
ajst-30226	213	44	,	,	PUNCT
ajst-30226	213	45	switzerland	switzerland	PROPN
ajst-30226	213	46	,	,	PUNCT
ajst-30226	213	47	2015	2015	NUM
ajst-30226	213	48	.	.	PUNCT
ajst-30226	214	1	321	321	NUM
ajst-30226	215	1	[	[	SYM
ajst-30226	215	2	26	26	NUM
ajst-30226	215	3	]	]	SYM
ajst-30226	215	4	cidália	cidália	NOUN
ajst-30226	215	5	,	,	PUNCT
ajst-30226	215	6	costa	costa	NOUN
ajst-30226	215	7	,	,	PUNCT
ajst-30226	215	8	fontesup	fontesup	NOUN
ajst-30226	215	9	,	,	PUNCT
ajst-30226	215	10	et	et	PROPN
ajst-30226	215	11	al	al	PROPN
ajst-30226	215	12	.	.	PUNCT
ajst-30226	216	1	generating	generate	VERB
ajst-30226	216	2	up	up	ADP
ajst-30226	216	3	to	to	ADP
ajst-30226	216	4	date	date	NOUN
ajst-30226	216	5	and	and	CCONJ
ajst-30226	216	6	detailed	detailed	ADJ
ajst-30226	216	7	land	land	NOUN
ajst-30226	216	8	use	use	NOUN
ajst-30226	216	9	and	and	CCONJ
ajst-30226	216	10	land	land	NOUN
ajst-30226	216	11	cover	cover	NOUN
ajst-30226	216	12	maps	map	NOUN
ajst-30226	216	13	using	use	VERB
ajst-30226	216	14	openstreetmap	openstreetmap	NOUN
ajst-30226	216	15	and	and	CCONJ
ajst-30226	216	16	globeland30[j	globeland30[j	NOUN
ajst-30226	216	17	]	]	PUNCT
ajst-30226	216	18	.	.	PUNCT
ajst-30226	217	1	international	international	ADJ
ajst-30226	217	2	journal	journal	PROPN
ajst-30226	217	3	of	of	ADP
ajst-30226	217	4	geo	geo	PROPN
ajst-30226	217	5	-	-	PUNCT
ajst-30226	217	6	information	information	NOUN
ajst-30226	217	7	,	,	PUNCT
ajst-30226	217	8	2017	2017	NUM
ajst-30226	217	9	,	,	PUNCT
ajst-30226	217	10	4(6	4(6	NUM
ajst-30226	217	11	)	)	PUNCT
ajst-30226	217	12	.	.	PUNCT
ajst-30226	218	1	[	[	X
ajst-30226	218	2	27	27	NUM
ajst-30226	218	3	]	]	SYM
ajst-30226	218	4	fonte	fonte	PROPN
ajst-30226	218	5	c	c	PROPN
ajst-30226	218	6	,	,	PUNCT
ajst-30226	218	7	minghini	minghini	PROPN
ajst-30226	218	8	m	m	PROPN
ajst-30226	218	9	,	,	PUNCT
ajst-30226	218	10	antoniou	antoniou	PROPN
ajst-30226	218	11	v	v	NUM
ajst-30226	218	12	,	,	PUNCT
ajst-30226	218	13	et	et	PROPN
ajst-30226	218	14	al	al	PROPN
ajst-30226	218	15	.	.	PUNCT
ajst-30226	219	1	an	an	DET
ajst-30226	219	2	automated	automate	VERB
ajst-30226	219	3	methodology	methodology	NOUN
ajst-30226	219	4	for	for	ADP
ajst-30226	219	5	converting	convert	VERB
ajst-30226	219	6	osm	osm	PROPN
ajst-30226	219	7	data	datum	NOUN
ajst-30226	219	8	into	into	ADP
ajst-30226	219	9	a	a	DET
ajst-30226	219	10	land	land	NOUN
ajst-30226	219	11	use	use	NOUN
ajst-30226	219	12	/	/	SYM
ajst-30226	219	13	cover	cover	NOUN
ajst-30226	219	14	map[c]//	map[c]//	PROPN
ajst-30226	219	15	6th	6th	ADJ
ajst-30226	219	16	international	international	ADJ
ajst-30226	219	17	conference	conference	NOUN
ajst-30226	219	18	on	on	ADP
ajst-30226	219	19	cartography	cartography	NOUN
ajst-30226	219	20	and	and	CCONJ
ajst-30226	219	21	gis	gis	PROPN
ajst-30226	219	22	.	.	PUNCT
ajst-30226	219	23	2016	2016	NUM
ajst-30226	219	24	.	.	PUNCT