id	sid	tid	token	lemma	pos
iajs-2831	1	1	44	44	NUM
iajs-2831	1	2	this	this	DET
iajs-2831	1	3	work	work	NOUN
iajs-2831	1	4	is	be	AUX
iajs-2831	1	5	licensed	license	VERB
iajs-2831	1	6	under	under	ADP
iajs-2831	1	7	a	a	DET
iajs-2831	1	8	creative	creative	ADJ
iajs-2831	1	9	commons	common	NOUN
iajs-2831	1	10	attribution	attribution	NOUN
iajs-2831	1	11	4.0	4.0	NUM
iajs-2831	1	12	international	international	ADJ
iajs-2831	1	13	license	license	NOUN
iajs-2831	1	14	.	.	PUNCT
iajs-2831	2	1	the	the	DET
iajs-2831	2	2	change	change	NOUN
iajs-2831	2	3	in	in	ADP
iajs-2831	2	4	the	the	DET
iajs-2831	2	5	land	land	NOUN
iajs-2831	2	6	cover	cover	NOUN
iajs-2831	2	7	of	of	ADP
iajs-2831	2	8	mahmudiyah	mahmudiyah	NOUN
iajs-2831	2	9	city	city	NOUN
iajs-2831	2	10	in	in	ADP
iajs-2831	2	11	iraq	iraq	PROPN
iajs-2831	2	12	for	for	ADP
iajs-2831	2	13	the	the	DET
iajs-2831	2	14	last	last	ADJ
iajs-2831	2	15	three	three	NUM
iajs-2831	2	16	decades	decade	NOUN
iajs-2831	2	17	abstract	abstract	ADV
iajs-2831	2	18	the	the	DET
iajs-2831	2	19	land	land	NOUN
iajs-2831	2	20	cover	cover	NOUN
iajs-2831	2	21	of	of	ADP
iajs-2831	2	22	mahmudiyah	mahmudiyah	PROPN
iajs-2831	2	23	city	city	PROPN
iajs-2831	2	24	,	,	PUNCT
iajs-2831	2	25	located	locate	VERB
iajs-2831	2	26	south	south	ADV
iajs-2831	2	27	of	of	ADP
iajs-2831	2	28	the	the	DET
iajs-2831	2	29	capital	capital	NOUN
iajs-2831	2	30	,	,	PUNCT
iajs-2831	2	31	baghdad	baghdad	PROPN
iajs-2831	2	32	iraq	iraq	PROPN
iajs-2831	2	33	,	,	PUNCT
iajs-2831	2	34	was	be	AUX
iajs-2831	2	35	studied	study	VERB
iajs-2831	2	36	for	for	ADP
iajs-2831	2	37	the	the	DET
iajs-2831	2	38	period	period	NOUN
iajs-2831	2	39	from	from	ADP
iajs-2831	2	40	1986	1986	NUM
iajs-2831	2	41	to	to	ADP
iajs-2831	2	42	2021	2021	NUM
iajs-2831	2	43	with	with	ADP
iajs-2831	2	44	five	five	NUM
iajs-2831	2	45	years	year	NOUN
iajs-2831	2	46	between	between	ADP
iajs-2831	2	47	every	every	DET
iajs-2831	2	48	two	two	NUM
iajs-2831	2	49	successive	successive	ADJ
iajs-2831	2	50	scenes	scene	NOUN
iajs-2831	2	51	,	,	PUNCT
iajs-2831	2	52	where	where	SCONJ
iajs-2831	2	53	landsat	landsat	PROPN
iajs-2831	2	54	scenes	scene	NOUN
iajs-2831	2	55	were	be	AUX
iajs-2831	2	56	used	use	VERB
iajs-2831	2	57	downloaded	download	VERB
iajs-2831	2	58	from	from	ADP
iajs-2831	2	59	the	the	DET
iajs-2831	2	60	us	us	PROPN
iajs-2831	2	61	geological	geological	ADJ
iajs-2831	2	62	survey	survey	NOUN
iajs-2831	2	63	(	(	PUNCT
iajs-2831	2	64	usgs	usgs	PROPN
iajs-2831	2	65	)	)	PUNCT
iajs-2831	2	66	website	website	NOUN
iajs-2831	2	67	with	with	ADP
iajs-2831	2	68	low	low	ADJ
iajs-2831	2	69	cloud	cloud	NOUN
iajs-2831	2	70	cover	cover	NOUN
iajs-2831	2	71	for	for	ADP
iajs-2831	2	72	sensors	sensor	NOUN
iajs-2831	2	73	tm	tm	NOUN
iajs-2831	2	74	and	and	CCONJ
iajs-2831	2	75	oli	oli	PROPN
iajs-2831	2	76	.	.	PUNCT
iajs-2831	3	1	the	the	DET
iajs-2831	3	2	land	land	NOUN
iajs-2831	3	3	cover	cover	NOUN
iajs-2831	3	4	of	of	ADP
iajs-2831	3	5	the	the	DET
iajs-2831	3	6	study	study	NOUN
iajs-2831	3	7	area	area	NOUN
iajs-2831	3	8	was	be	AUX
iajs-2831	3	9	classified	classify	VERB
iajs-2831	3	10	.	.	PUNCT
iajs-2831	4	1	the	the	DET
iajs-2831	4	2	total	total	ADJ
iajs-2831	4	3	accuracy	accuracy	NOUN
iajs-2831	4	4	of	of	ADP
iajs-2831	4	5	the	the	DET
iajs-2831	4	6	classification	classification	NOUN
iajs-2831	4	7	was	be	AUX
iajs-2831	4	8	calculated	calculate	VERB
iajs-2831	4	9	,	,	PUNCT
iajs-2831	4	10	as	as	ADV
iajs-2831	4	11	well	well	ADV
iajs-2831	4	12	as	as	ADP
iajs-2831	4	13	the	the	DET
iajs-2831	4	14	analysis	analysis	NOUN
iajs-2831	4	15	of	of	ADP
iajs-2831	4	16	the	the	DET
iajs-2831	4	17	user	user	NOUN
iajs-2831	4	18	accuracy	accuracy	NOUN
iajs-2831	4	19	and	and	CCONJ
iajs-2831	4	20	the	the	DET
iajs-2831	4	21	classifier	classifier	NOUN
iajs-2831	4	22	accuracy	accuracy	NOUN
iajs-2831	4	23	(	(	PUNCT
iajs-2831	4	24	maximum	maximum	ADJ
iajs-2831	4	25	likelihood	likelihood	NOUN
iajs-2831	4	26	)	)	PUNCT
iajs-2831	4	27	and	and	CCONJ
iajs-2831	4	28	its	its	PRON
iajs-2831	4	29	impact	impact	NOUN
iajs-2831	4	30	on	on	ADP
iajs-2831	4	31	the	the	DET
iajs-2831	4	32	overall	overall	ADJ
iajs-2831	4	33	classification	classification	NOUN
iajs-2831	4	34	accuracy	accuracy	NOUN
iajs-2831	4	35	.	.	PUNCT
iajs-2831	5	1	the	the	DET
iajs-2831	5	2	lowest	low	ADJ
iajs-2831	5	3	accuracy	accuracy	NOUN
iajs-2831	5	4	value	value	NOUN
iajs-2831	5	5	in	in	ADP
iajs-2831	5	6	2009	2009	NUM
iajs-2831	5	7	was	be	AUX
iajs-2831	5	8	(	(	PUNCT
iajs-2831	5	9	85.101	85.101	NUM
iajs-2831	5	10	%	%	NOUN
iajs-2831	5	11	(	(	PUNCT
iajs-2831	5	12	and	and	CCONJ
iajs-2831	5	13	the	the	DET
iajs-2831	5	14	highest	high	ADJ
iajs-2831	5	15	accuracy	accuracy	NOUN
iajs-2831	5	16	value	value	NOUN
iajs-2831	5	17	in	in	ADP
iajs-2831	5	18	1995	1995	NUM
iajs-2831	5	19	)	)	PUNCT
iajs-2831	5	20	was	be	AUX
iajs-2831	5	21	95.654	95.654	NUM
iajs-2831	5	22	%	%	NOUN
iajs-2831	5	23	)	)	PUNCT
iajs-2831	5	24	.	.	PUNCT
iajs-2831	6	1	the	the	DET
iajs-2831	6	2	constancy	constancy	NOUN
iajs-2831	6	3	percentage	percentage	NOUN
iajs-2831	6	4	of	of	ADP
iajs-2831	6	5	the	the	DET
iajs-2831	6	6	class	class	NOUN
iajs-2831	6	7	for	for	ADP
iajs-2831	6	8	the	the	DET
iajs-2831	6	9	adopted	adopt	VERB
iajs-2831	6	10	years	year	NOUN
iajs-2831	6	11	was	be	AUX
iajs-2831	6	12	calculated	calculate	VERB
iajs-2831	6	13	and	and	CCONJ
iajs-2831	6	14	compared	compare	VERB
iajs-2831	6	15	to	to	ADP
iajs-2831	6	16	1986	1986	NUM
iajs-2831	6	17	as	as	ADP
iajs-2831	6	18	a	a	DET
iajs-2831	6	19	reference	reference	NOUN
iajs-2831	6	20	year	year	NOUN
iajs-2831	6	21	to	to	PART
iajs-2831	6	22	determine	determine	VERB
iajs-2831	6	23	the	the	DET
iajs-2831	6	24	changes	change	NOUN
iajs-2831	6	25	in	in	ADP
iajs-2831	6	26	the	the	DET
iajs-2831	6	27	land	land	NOUN
iajs-2831	6	28	cover	cover	NOUN
iajs-2831	6	29	of	of	ADP
iajs-2831	6	30	the	the	DET
iajs-2831	6	31	study	study	NOUN
iajs-2831	6	32	area	area	NOUN
iajs-2831	6	33	.	.	PUNCT
iajs-2831	7	1	it	it	PRON
iajs-2831	7	2	was	be	AUX
iajs-2831	7	3	found	find	VERB
iajs-2831	7	4	that	that	SCONJ
iajs-2831	7	5	there	there	PRON
iajs-2831	7	6	were	be	VERB
iajs-2831	7	7	changes	change	NOUN
iajs-2831	7	8	in	in	ADP
iajs-2831	7	9	the	the	DET
iajs-2831	7	10	classes	class	NOUN
iajs-2831	7	11	influencing	influence	VERB
iajs-2831	7	12	one	one	NUM
iajs-2831	7	13	the	the	DET
iajs-2831	7	14	other	other	ADJ
iajs-2831	7	15	,	,	PUNCT
iajs-2831	7	16	and	and	CCONJ
iajs-2831	7	17	the	the	DET
iajs-2831	7	18	constancy	constancy	NOUN
iajs-2831	7	19	percentage	percentage	NOUN
iajs-2831	7	20	of	of	ADP
iajs-2831	7	21	the	the	DET
iajs-2831	7	22	class	class	NOUN
iajs-2831	7	23	was	be	AUX
iajs-2831	7	24	low	low	ADJ
iajs-2831	7	25	due	due	ADJ
iajs-2831	7	26	to	to	ADP
iajs-2831	7	27	environmental	environmental	ADJ
iajs-2831	7	28	influences	influence	NOUN
iajs-2831	7	29	and	and	CCONJ
iajs-2831	7	30	human	human	ADJ
iajs-2831	7	31	factors	factor	NOUN
iajs-2831	7	32	.	.	PUNCT
iajs-2831	8	1	the	the	DET
iajs-2831	8	2	constancy	constancy	NOUN
iajs-2831	8	3	percentage	percentage	NOUN
iajs-2831	8	4	of	of	ADP
iajs-2831	8	5	the	the	DET
iajs-2831	8	6	urban	urban	ADJ
iajs-2831	8	7	class	class	NOUN
iajs-2831	8	8	was	be	AUX
iajs-2831	8	9	recorded	record	VERB
iajs-2831	8	10	at	at	ADP
iajs-2831	8	11	50	50	NUM
iajs-2831	8	12	%	%	NOUN
iajs-2831	8	13	,	,	PUNCT
iajs-2831	8	14	while	while	SCONJ
iajs-2831	8	15	the	the	DET
iajs-2831	8	16	other	other	ADJ
iajs-2831	8	17	classes	class	NOUN
iajs-2831	8	18	did	do	AUX
iajs-2831	8	19	not	not	PART
iajs-2831	8	20	exceed	exceed	VERB
iajs-2831	8	21	this	this	DET
iajs-2831	8	22	rate	rate	NOUN
iajs-2831	8	23	since	since	SCONJ
iajs-2831	8	24	they	they	PRON
iajs-2831	8	25	suffered	suffer	VERB
iajs-2831	8	26	from	from	ADP
iajs-2831	8	27	the	the	DET
iajs-2831	8	28	overlap	overlap	NOUN
iajs-2831	8	29	of	of	ADP
iajs-2831	8	30	their	their	PRON
iajs-2831	8	31	spectral	spectral	ADJ
iajs-2831	8	32	response	response	NOUN
iajs-2831	8	33	.	.	PUNCT
iajs-2831	9	1	the	the	DET
iajs-2831	9	2	low	low	ADJ
iajs-2831	9	3	spatial	spatial	ADJ
iajs-2831	9	4	resolution	resolution	NOUN
iajs-2831	9	5	of	of	ADP
iajs-2831	9	6	the	the	DET
iajs-2831	9	7	landsat	landsat	PROPN
iajs-2831	9	8	scenes	scene	NOUN
iajs-2831	9	9	(	(	PUNCT
iajs-2831	9	10	30	30	NUM
iajs-2831	9	11	meters	meter	NOUN
iajs-2831	9	12	per	per	ADP
iajs-2831	9	13	pixel	pixel	NOUN
iajs-2831	9	14	)	)	PUNCT
iajs-2831	9	15	led	lead	VERB
iajs-2831	9	16	to	to	ADP
iajs-2831	9	17	recording	record	VERB
iajs-2831	9	18	omissions	omission	NOUN
iajs-2831	9	19	and	and	CCONJ
iajs-2831	9	20	commission	commission	NOUN
iajs-2831	9	21	,	,	PUNCT
iajs-2831	9	22	which	which	PRON
iajs-2831	9	23	decreased	decrease	VERB
iajs-2831	9	24	the	the	DET
iajs-2831	9	25	overall	overall	ADJ
iajs-2831	9	26	classification	classification	NOUN
iajs-2831	9	27	accuracy	accuracy	NOUN
iajs-2831	9	28	.	.	PUNCT
iajs-2831	10	1	keywords	keyword	NOUN
iajs-2831	10	2	:	:	PUNCT
iajs-2831	10	3	kappa	kappa	PROPN
iajs-2831	10	4	coefficient	coefficient	PROPN
iajs-2831	10	5	,	,	PUNCT
iajs-2831	10	6	constancy	constancy	NOUN
iajs-2831	10	7	rate	rate	NOUN
iajs-2831	10	8	,	,	PUNCT
iajs-2831	10	9	omission	omission	NOUN
iajs-2831	10	10	,	,	PUNCT
iajs-2831	10	11	commission	commission	NOUN
iajs-2831	10	12	.	.	PUNCT
iajs-2831	11	1	1	1	X
iajs-2831	11	2	.	.	X
iajs-2831	11	3	introduction	introduction	NOUN
iajs-2831	11	4	ibn	ibn	PROPN
iajs-2831	11	5	al	al	PROPN
iajs-2831	11	6	-	-	PUNCT
iajs-2831	11	7	haitham	haitham	PROPN
iajs-2831	11	8	journal	journal	PROPN
iajs-2831	11	9	for	for	ADP
iajs-2831	11	10	pure	pure	ADJ
iajs-2831	11	11	and	and	CCONJ
iajs-2831	11	12	applied	apply	VERB
iajs-2831	11	13	sciences	sciences	PROPN
iajs-2831	11	14	http://jih.uobaghdad.edu.iq/index.php/j/index	http://jih.uobaghdad.edu.iq/index.php/j/index	PROPN
iajs-2831	11	15	:	:	PUNCT
iajs-2831	11	16	journal	journal	NOUN
iajs-2831	11	17	homepage	homepage	NOUN
iajs-2831	11	18	doi:10.30526\35.3.2831	doi:10.30526\35.3.2831	PROPN
iajs-2831	11	19	article	article	PROPN
iajs-2831	11	20	history	history	NOUN
iajs-2831	11	21	:	:	PUNCT
iajs-2831	11	22	received	receive	VERB
iajs-2831	11	23	27	27	NUM
iajs-2831	11	24	march	march	NOUN
iajs-2831	11	25	2022	2022	NUM
iajs-2831	11	26	,	,	PUNCT
iajs-2831	11	27	accepted	accept	VERB
iajs-2831	11	28	8	8	NUM
iajs-2831	11	29	may	may	NOUN
iajs-2831	11	30	2022	2022	NUM
iajs-2831	11	31	,	,	PUNCT
iajs-2831	11	32	published	publish	VERB
iajs-2831	11	33	in	in	ADP
iajs-2831	11	34	july	july	PROPN
iajs-2831	11	35	2022	2022	NUM
iajs-2831	11	36	.	.	PUNCT
iajs-2831	12	1	mushtaq	mushtaq	PROPN
iajs-2831	12	2	a	a	DET
iajs-2831	12	3	majed	majed	PROPN
iajs-2831	12	4	department	department	PROPN
iajs-2831	12	5	of	of	ADP
iajs-2831	12	6	physics	physics	PROPN
iajs-2831	12	7	,	,	PUNCT
iajs-2831	12	8	college	college	NOUN
iajs-2831	12	9	of	of	ADP
iajs-2831	12	10	education	education	NOUN
iajs-2831	12	11	for	for	ADP
iajs-2831	12	12	pure	pure	ADJ
iajs-2831	12	13	science	science	NOUN
iajs-2831	12	14	\	\	PROPN
iajs-2831	12	15	ibn	ibn	PROPN
iajs-2831	12	16	al	al	PROPN
iajs-2831	12	17	-	-	PUNCT
iajs-2831	12	18	haitham	haitham	PROPN
iajs-2831	12	19	,	,	PUNCT
iajs-2831	12	20	university	university	PROPN
iajs-2831	12	21	of	of	ADP
iajs-2831	12	22	baghdad	baghdad	PROPN
iajs-2831	12	23	,	,	PUNCT
iajs-2831	12	24	baghdad	baghdad	PROPN
iajs-2831	12	25	,	,	PUNCT
iajs-2831	12	26	iraq	iraq	PROPN
iajs-2831	12	27	.	.	PUNCT
iajs-2831	13	1	mushtaq.abdulkareem1204a@ihcoedu.uobaghdad.edu.iq	mushtaq.abdulkareem1204a@ihcoedu.uobaghdad.edu.iq	PROPN
iajs-2831	13	2	hameed	hameed	PROPN
iajs-2831	13	3	m.abduljabbar	m.abduljabbar	PROPN
iajs-2831	13	4	department	department	PROPN
iajs-2831	13	5	of	of	ADP
iajs-2831	13	6	physics	physics	PROPN
iajs-2831	13	7	,	,	PUNCT
iajs-2831	13	8	college	college	NOUN
iajs-2831	13	9	of	of	ADP
iajs-2831	13	10	education	education	NOUN
iajs-2831	13	11	for	for	ADP
iajs-2831	13	12	pure	pure	ADJ
iajs-2831	13	13	science	science	NOUN
iajs-2831	13	14	\	\	PROPN
iajs-2831	13	15	ibn	ibn	PROPN
iajs-2831	13	16	al	al	PROPN
iajs-2831	13	17	-	-	PUNCT
iajs-2831	13	18	haitham	haitham	PROPN
iajs-2831	13	19	,	,	PUNCT
iajs-2831	13	20	university	university	PROPN
iajs-2831	13	21	of	of	ADP
iajs-2831	13	22	baghdad	baghdad	PROPN
iajs-2831	13	23	,	,	PUNCT
iajs-2831	13	24	baghdad	baghdad	PROPN
iajs-2831	13	25	,	,	PUNCT
iajs-2831	13	26	iraq	iraq	PROPN
iajs-2831	13	27	.	.	PUNCT
iajs-2831	14	1	hameed.m.aj@ihcoedu.uobaghdad.edu.iq	hameed.m.aj@ihcoedu.uobaghdad.edu.iq	PROPN
iajs-2831	14	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
iajs-2831	14	3	file:///f:/العدد%20الثاني%202022/:%20http:/jih.uobaghdad.edu.iq	file:///f:/العدد%20الثاني%202022/:%20http:/jih.uobaghdad.edu.iq	PROPN
iajs-2831	14	4	/	/	SYM
iajs-2831	14	5	index.php	index.php	VERB
iajs-2831	14	6	/	/	SYM
iajs-2831	14	7	j	j	NOUN
iajs-2831	14	8	/	/	SYM
iajs-2831	14	9	index	index	NOUN
iajs-2831	14	10	mailto:mushtaq.abdulkareem1204a@ihcoedu.uobaghdad.edu.iq	mailto:mushtaq.abdulkareem1204a@ihcoedu.uobaghdad.edu.iq	VERB
iajs-2831	14	11	mailto:hameed.m.aj@ihcoedu.uobaghdad.edu.iq	mailto:hameed.m.aj@ihcoedu.uobaghdad.edu.iq	PROPN
iajs-2831	14	12	ihjpas	ihjpa	NOUN
iajs-2831	14	13	.	.	PUNCT
iajs-2831	15	1	53	53	NUM
iajs-2831	15	2	(	(	PUNCT
iajs-2831	15	3	3)2022	3)2022	NOUN
iajs-2831	15	4	45	45	NUM
iajs-2831	15	5	geographical	geographical	ADJ
iajs-2831	15	6	information	information	NOUN
iajs-2831	15	7	systems	system	NOUN
iajs-2831	15	8	and	and	CCONJ
iajs-2831	15	9	remote	remote	ADJ
iajs-2831	15	10	sensing	sensing	NOUN
iajs-2831	15	11	are	be	AUX
iajs-2831	15	12	sciences	science	NOUN
iajs-2831	15	13	that	that	PRON
iajs-2831	15	14	have	have	AUX
iajs-2831	15	15	gained	gain	VERB
iajs-2831	15	16	great	great	ADJ
iajs-2831	15	17	importance	importance	NOUN
iajs-2831	15	18	for	for	ADP
iajs-2831	15	19	their	their	PRON
iajs-2831	15	20	ability	ability	NOUN
iajs-2831	15	21	to	to	PART
iajs-2831	15	22	provide	provide	VERB
iajs-2831	15	23	the	the	DET
iajs-2831	15	24	necessary	necessary	ADJ
iajs-2831	15	25	environmental	environmental	ADJ
iajs-2831	15	26	data	datum	NOUN
iajs-2831	15	27	obtained	obtain	VERB
iajs-2831	15	28	from	from	ADP
iajs-2831	15	29	analyzing	analyze	VERB
iajs-2831	15	30	satellite	satellite	NOUN
iajs-2831	15	31	images	image	NOUN
iajs-2831	15	32	in	in	ADP
iajs-2831	15	33	various	various	ADJ
iajs-2831	15	34	applications	application	NOUN
iajs-2831	15	35	that	that	PRON
iajs-2831	15	36	contribute	contribute	VERB
iajs-2831	15	37	to	to	ADP
iajs-2831	15	38	the	the	DET
iajs-2831	15	39	development	development	NOUN
iajs-2831	15	40	of	of	ADP
iajs-2831	15	41	our	our	PRON
iajs-2831	15	42	information	information	NOUN
iajs-2831	15	43	about	about	ADP
iajs-2831	15	44	the	the	DET
iajs-2831	15	45	environment	environment	NOUN
iajs-2831	15	46	around	around	ADP
iajs-2831	15	47	us[1	us[1	ADP
iajs-2831	15	48	]	]	PUNCT
iajs-2831	15	49	.	.	PUNCT
iajs-2831	16	1	they	they	PRON
iajs-2831	16	2	provide	provide	VERB
iajs-2831	16	3	us	we	PRON
iajs-2831	16	4	with	with	ADP
iajs-2831	16	5	the	the	DET
iajs-2831	16	6	ability	ability	NOUN
iajs-2831	16	7	to	to	PART
iajs-2831	16	8	measure	measure	VERB
iajs-2831	16	9	the	the	DET
iajs-2831	16	10	characteristics	characteristic	NOUN
iajs-2831	16	11	,	,	PUNCT
iajs-2831	16	12	identify	identify	VERB
iajs-2831	16	13	the	the	DET
iajs-2831	16	14	land	land	NOUN
iajs-2831	16	15	cover	cover	NOUN
iajs-2831	16	16	features	feature	NOUN
iajs-2831	16	17	,	,	PUNCT
iajs-2831	16	18	and	and	CCONJ
iajs-2831	16	19	analyze	analyze	VERB
iajs-2831	16	20	them	they	PRON
iajs-2831	16	21	offline	offline	ADJ
iajs-2831	16	22	without	without	ADP
iajs-2831	16	23	direct	direct	ADJ
iajs-2831	16	24	contact	contact	NOUN
iajs-2831	16	25	with	with	ADP
iajs-2831	16	26	the	the	DET
iajs-2831	16	27	target	target	NOUN
iajs-2831	16	28	or	or	CCONJ
iajs-2831	16	29	object	object	NOUN
iajs-2831	16	30	concerned	concern	VERB
iajs-2831	16	31	by	by	ADP
iajs-2831	16	32	employing	employ	VERB
iajs-2831	16	33	physical	physical	ADJ
iajs-2831	16	34	phenomena	phenomenon	NOUN
iajs-2831	16	35	such	such	ADJ
iajs-2831	16	36	as	as	ADP
iajs-2831	16	37	reflection	reflection	NOUN
iajs-2831	16	38	and	and	CCONJ
iajs-2831	16	39	emission	emission	NOUN
iajs-2831	16	40	[	[	X
iajs-2831	16	41	2	2	NUM
iajs-2831	16	42	]	]	PUNCT
iajs-2831	16	43	.	.	PUNCT
iajs-2831	17	1	mostly	mostly	ADV
iajs-2831	17	2	remote	remote	ADJ
iajs-2831	17	3	sensors	sensor	NOUN
iajs-2831	17	4	record	record	NOUN
iajs-2831	17	5	wavelengths	wavelength	NOUN
iajs-2831	17	6	within	within	ADP
iajs-2831	17	7	different	different	ADJ
iajs-2831	17	8	ranges	range	NOUN
iajs-2831	17	9	,	,	PUNCT
iajs-2831	17	10	such	such	ADJ
iajs-2831	17	11	as	as	ADP
iajs-2831	17	12	visible	visible	ADJ
iajs-2831	17	13	and	and	CCONJ
iajs-2831	17	14	infrared	infrared	ADJ
iajs-2831	17	15	rays	ray	NOUN
iajs-2831	17	16	(	(	PUNCT
iajs-2831	17	17	near	near	ADJ
iajs-2831	17	18	,	,	PUNCT
iajs-2831	17	19	medium	medium	ADJ
iajs-2831	17	20	,	,	PUNCT
iajs-2831	17	21	and	and	CCONJ
iajs-2831	17	22	far	far	ADV
iajs-2831	17	23	)	)	PUNCT
iajs-2831	17	24	,	,	PUNCT
iajs-2831	17	25	part	part	NOUN
iajs-2831	17	26	of	of	ADP
iajs-2831	17	27	ultraviolet	ultraviolet	ADJ
iajs-2831	17	28	rays	ray	NOUN
iajs-2831	17	29	,	,	PUNCT
iajs-2831	17	30	and	and	CCONJ
iajs-2831	17	31	some	some	DET
iajs-2831	17	32	other	other	ADJ
iajs-2831	17	33	types	type	NOUN
iajs-2831	17	34	.	.	PUNCT
iajs-2831	18	1	these	these	DET
iajs-2831	18	2	energies	energy	NOUN
iajs-2831	18	3	are	be	AUX
iajs-2831	18	4	processed	process	VERB
iajs-2831	18	5	and	and	CCONJ
iajs-2831	18	6	recorded	record	VERB
iajs-2831	18	7	in	in	ADP
iajs-2831	18	8	the	the	DET
iajs-2831	18	9	form	form	NOUN
iajs-2831	18	10	of	of	ADP
iajs-2831	18	11	data	datum	NOUN
iajs-2831	18	12	stored	store	VERB
iajs-2831	18	13	for	for	ADP
iajs-2831	18	14	later	later	ADJ
iajs-2831	18	15	use	use	NOUN
iajs-2831	18	16	[	[	X
iajs-2831	18	17	3	3	NUM
iajs-2831	18	18	]	]	PUNCT
iajs-2831	18	19	.	.	PUNCT
iajs-2831	19	1	remote	remote	ADJ
iajs-2831	19	2	sensing	sensing	NOUN
iajs-2831	19	3	is	be	AUX
iajs-2831	19	4	important	important	ADJ
iajs-2831	19	5	as	as	SCONJ
iajs-2831	19	6	it	it	PRON
iajs-2831	19	7	has	have	VERB
iajs-2831	19	8	the	the	DET
iajs-2831	19	9	potential	potential	NOUN
iajs-2831	19	10	to	to	PART
iajs-2831	19	11	provide	provide	VERB
iajs-2831	19	12	us	we	PRON
iajs-2831	19	13	with	with	ADP
iajs-2831	19	14	a	a	DET
iajs-2831	19	15	huge	huge	ADJ
iajs-2831	19	16	amount	amount	NOUN
iajs-2831	19	17	of	of	ADP
iajs-2831	19	18	data	datum	NOUN
iajs-2831	19	19	and	and	CCONJ
iajs-2831	19	20	organizational	organizational	ADJ
iajs-2831	19	21	information	information	NOUN
iajs-2831	19	22	effectively	effectively	ADV
iajs-2831	19	23	replicated	replicate	VERB
iajs-2831	19	24	at	at	ADP
iajs-2831	19	25	a	a	DET
iajs-2831	19	26	cost	cost	NOUN
iajs-2831	19	27	-	-	PUNCT
iajs-2831	19	28	effective	effective	ADJ
iajs-2831	19	29	level	level	NOUN
iajs-2831	19	30	covering	cover	VERB
iajs-2831	19	31	large	large	ADJ
iajs-2831	19	32	areas	area	NOUN
iajs-2831	19	33	.	.	PUNCT
iajs-2831	20	1	the	the	DET
iajs-2831	20	2	emergence	emergence	NOUN
iajs-2831	20	3	of	of	ADP
iajs-2831	20	4	remote	remote	ADJ
iajs-2831	20	5	sensing	sensing	NOUN
iajs-2831	20	6	is	be	AUX
iajs-2831	20	7	an	an	DET
iajs-2831	20	8	application	application	NOUN
iajs-2831	20	9	in	in	ADP
iajs-2831	20	10	many	many	ADJ
iajs-2831	20	11	disciplines	discipline	NOUN
iajs-2831	20	12	,	,	PUNCT
iajs-2831	20	13	like	like	ADP
iajs-2831	20	14	agriculture	agriculture	NOUN
iajs-2831	20	15	,	,	PUNCT
iajs-2831	20	16	hydrology	hydrology	NOUN
iajs-2831	20	17	,	,	PUNCT
iajs-2831	20	18	deforestation	deforestation	NOUN
iajs-2831	20	19	,	,	PUNCT
iajs-2831	20	20	land	land	NOUN
iajs-2831	20	21	cover	cover	NOUN
iajs-2831	20	22	and	and	CCONJ
iajs-2831	20	23	geology	geology	NOUN
iajs-2831	20	24	applications	application	NOUN
iajs-2831	20	25	,	,	PUNCT
iajs-2831	20	26	beach	beach	NOUN
iajs-2831	20	27	monitoring	monitoring	NOUN
iajs-2831	20	28	,	,	PUNCT
iajs-2831	20	29	ocean	ocean	NOUN
iajs-2831	20	30	mapping	mapping	NOUN
iajs-2831	20	31	,	,	PUNCT
iajs-2831	20	32	urban	urban	ADJ
iajs-2831	20	33	and	and	CCONJ
iajs-2831	20	34	regional	regional	ADJ
iajs-2831	20	35	planning	planning	NOUN
iajs-2831	20	36	,	,	PUNCT
iajs-2831	20	37	population	population	NOUN
iajs-2831	20	38	growth	growth	NOUN
iajs-2831	20	39	and	and	CCONJ
iajs-2831	20	40	pollution	pollution	NOUN
iajs-2831	20	41	detection	detection	NOUN
iajs-2831	20	42	,	,	PUNCT
iajs-2831	20	43	and	and	CCONJ
iajs-2831	20	44	others[4	others[4	NUM
iajs-2831	20	45	-	-	SYM
iajs-2831	20	46	5	5	NUM
iajs-2831	20	47	]	]	PUNCT
iajs-2831	20	48	.	.	PUNCT
iajs-2831	21	1	the	the	DET
iajs-2831	21	2	classifications	classification	NOUN
iajs-2831	21	3	of	of	ADP
iajs-2831	21	4	the	the	DET
iajs-2831	21	5	land	land	NOUN
iajs-2831	21	6	cover	cover	NOUN
iajs-2831	21	7	classes	class	NOUN
iajs-2831	21	8	must	must	AUX
iajs-2831	21	9	conform	conform	VERB
iajs-2831	21	10	to	to	ADP
iajs-2831	21	11	the	the	DET
iajs-2831	21	12	criteria	criterion	NOUN
iajs-2831	21	13	used	use	VERB
iajs-2831	21	14	for	for	ADP
iajs-2831	21	15	the	the	DET
iajs-2831	21	16	basic	basic	ADJ
iajs-2831	21	17	classifications	classification	NOUN
iajs-2831	21	18	approved	approve	VERB
iajs-2831	21	19	by	by	ADP
iajs-2831	21	20	the	the	DET
iajs-2831	21	21	us	us	PROPN
iajs-2831	21	22	geological	geological	ADJ
iajs-2831	21	23	survey(usgs	survey(usgs	PROPN
iajs-2831	21	24	)	)	PUNCT
iajs-2831	21	25	in	in	ADP
iajs-2831	21	26	classifying	classify	VERB
iajs-2831	21	27	the	the	DET
iajs-2831	21	28	land	land	NOUN
iajs-2831	21	29	cover	cover	NOUN
iajs-2831	21	30	classes(anderson	classes(anderson	NOUN
iajs-2831	21	31	classification	classification	NOUN
iajs-2831	21	32	)	)	PUNCT
iajs-2831	21	33	,	,	PUNCT
iajs-2831	21	34	and	and	CCONJ
iajs-2831	21	35	each	each	DET
iajs-2831	21	36	major	major	ADJ
iajs-2831	21	37	class	class	NOUN
iajs-2831	21	38	contains	contain	VERB
iajs-2831	21	39	a	a	DET
iajs-2831	21	40	set	set	NOUN
iajs-2831	21	41	of	of	ADP
iajs-2831	21	42	subclasses[6	subclasses[6	NOUN
iajs-2831	21	43	-	-	PUNCT
iajs-2831	21	44	7	7	NUM
iajs-2831	21	45	]	]	PUNCT
iajs-2831	21	46	.	.	PUNCT
iajs-2831	22	1	the	the	DET
iajs-2831	22	2	change	change	NOUN
iajs-2831	22	3	in	in	ADP
iajs-2831	22	4	land	land	NOUN
iajs-2831	22	5	cover	cover	NOUN
iajs-2831	22	6	is	be	AUX
iajs-2831	22	7	a	a	DET
iajs-2831	22	8	set	set	NOUN
iajs-2831	22	9	of	of	ADP
iajs-2831	22	10	changes	change	NOUN
iajs-2831	22	11	that	that	PRON
iajs-2831	22	12	appear	appear	VERB
iajs-2831	22	13	on	on	ADP
iajs-2831	22	14	the	the	DET
iajs-2831	22	15	main	main	ADJ
iajs-2831	22	16	land	land	NOUN
iajs-2831	22	17	cover	cover	NOUN
iajs-2831	22	18	types	type	NOUN
iajs-2831	22	19	,	,	PUNCT
iajs-2831	22	20	as	as	SCONJ
iajs-2831	22	21	these	these	DET
iajs-2831	22	22	components	component	NOUN
iajs-2831	22	23	represent	represent	VERB
iajs-2831	22	24	certain	certain	ADJ
iajs-2831	22	25	percentages	percentage	NOUN
iajs-2831	22	26	of	of	ADP
iajs-2831	22	27	the	the	DET
iajs-2831	22	28	total	total	ADJ
iajs-2831	22	29	land	land	NOUN
iajs-2831	22	30	cover	cover	NOUN
iajs-2831	22	31	area	area	NOUN
iajs-2831	22	32	.	.	PUNCT
iajs-2831	23	1	the	the	DET
iajs-2831	23	2	natural	natural	ADJ
iajs-2831	23	3	factor	factor	NOUN
iajs-2831	23	4	represents	represent	VERB
iajs-2831	23	5	all	all	DET
iajs-2831	23	6	the	the	DET
iajs-2831	23	7	influences	influence	NOUN
iajs-2831	23	8	that	that	PRON
iajs-2831	23	9	occur	occur	VERB
iajs-2831	23	10	due	due	ADP
iajs-2831	23	11	to	to	ADP
iajs-2831	23	12	the	the	DET
iajs-2831	23	13	effects	effect	NOUN
iajs-2831	23	14	of	of	ADP
iajs-2831	23	15	the	the	DET
iajs-2831	23	16	environment	environment	NOUN
iajs-2831	23	17	and	and	CCONJ
iajs-2831	23	18	its	its	PRON
iajs-2831	23	19	changes	change	NOUN
iajs-2831	23	20	.	.	PUNCT
iajs-2831	24	1	for	for	ADP
iajs-2831	24	2	example	example	NOUN
iajs-2831	24	3	,	,	PUNCT
iajs-2831	24	4	when	when	SCONJ
iajs-2831	24	5	the	the	DET
iajs-2831	24	6	amount	amount	NOUN
iajs-2831	24	7	of	of	ADP
iajs-2831	24	8	rain	rain	NOUN
iajs-2831	24	9	decreases	decrease	VERB
iajs-2831	24	10	,	,	PUNCT
iajs-2831	24	11	the	the	DET
iajs-2831	24	12	lands	land	NOUN
iajs-2831	24	13	covered	cover	VERB
iajs-2831	24	14	with	with	ADP
iajs-2831	24	15	natural	natural	ADJ
iajs-2831	24	16	vegetation	vegetation	NOUN
iajs-2831	24	17	turn	turn	NOUN
iajs-2831	24	18	into	into	ADP
iajs-2831	24	19	barren	barren	ADJ
iajs-2831	24	20	land	land	NOUN
iajs-2831	24	21	,	,	PUNCT
iajs-2831	24	22	but	but	CCONJ
iajs-2831	24	23	in	in	ADP
iajs-2831	24	24	areas	area	NOUN
iajs-2831	24	25	where	where	SCONJ
iajs-2831	24	26	the	the	DET
iajs-2831	24	27	temperatures	temperature	NOUN
iajs-2831	24	28	are	be	AUX
iajs-2831	24	29	high	high	ADJ
iajs-2831	24	30	,	,	PUNCT
iajs-2831	24	31	the	the	DET
iajs-2831	24	32	wet	wet	ADJ
iajs-2831	24	33	soil	soil	NOUN
iajs-2831	24	34	turns	turn	VERB
iajs-2831	24	35	dry	dry	ADJ
iajs-2831	24	36	.	.	PUNCT
iajs-2831	25	1	the	the	DET
iajs-2831	25	2	second	second	ADJ
iajs-2831	25	3	factor	factor	NOUN
iajs-2831	25	4	is	be	AUX
iajs-2831	25	5	related	relate	VERB
iajs-2831	25	6	to	to	ADP
iajs-2831	25	7	human	human	ADJ
iajs-2831	25	8	activity	activity	NOUN
iajs-2831	25	9	,	,	PUNCT
iajs-2831	25	10	which	which	PRON
iajs-2831	25	11	is	be	AUX
iajs-2831	25	12	usually	usually	ADV
iajs-2831	25	13	due	due	ADJ
iajs-2831	25	14	to	to	ADP
iajs-2831	25	15	the	the	DET
iajs-2831	25	16	urban	urban	ADJ
iajs-2831	25	17	expansion	expansion	NOUN
iajs-2831	25	18	,	,	PUNCT
iajs-2831	25	19	changing	change	VERB
iajs-2831	25	20	the	the	DET
iajs-2831	25	21	paths	path	NOUN
iajs-2831	25	22	of	of	ADP
iajs-2831	25	23	rivers	river	NOUN
iajs-2831	25	24	or	or	CCONJ
iajs-2831	25	25	water	water	NOUN
iajs-2831	25	26	bodies	body	NOUN
iajs-2831	25	27	,	,	PUNCT
iajs-2831	25	28	or	or	CCONJ
iajs-2831	25	29	the	the	DET
iajs-2831	25	30	formation	formation	NOUN
iajs-2831	25	31	of	of	ADP
iajs-2831	25	32	artificial	artificial	ADJ
iajs-2831	25	33	lakes	lake	NOUN
iajs-2831	25	34	,	,	PUNCT
iajs-2831	25	35	all	all	PRON
iajs-2831	25	36	of	of	ADP
iajs-2831	25	37	these	these	DET
iajs-2831	25	38	factors	factor	NOUN
iajs-2831	25	39	have	have	VERB
iajs-2831	25	40	a	a	DET
iajs-2831	25	41	significant	significant	ADJ
iajs-2831	25	42	impact	impact	NOUN
iajs-2831	25	43	on	on	ADP
iajs-2831	25	44	changing	change	VERB
iajs-2831	25	45	the	the	DET
iajs-2831	25	46	types	type	NOUN
iajs-2831	25	47	of	of	ADP
iajs-2831	25	48	cover	cover	NOUN
iajs-2831	25	49	from	from	ADP
iajs-2831	25	50	one	one	NUM
iajs-2831	25	51	type	type	NOUN
iajs-2831	25	52	to	to	ADP
iajs-2831	25	53	another	another	PRON
iajs-2831	25	54	[	[	X
iajs-2831	25	55	810	810	NUM
iajs-2831	25	56	]	]	PUNCT
iajs-2831	25	57	.	.	PUNCT
iajs-2831	26	1	tracking	track	VERB
iajs-2831	26	2	the	the	DET
iajs-2831	26	3	characteristics	characteristic	NOUN
iajs-2831	26	4	of	of	ADP
iajs-2831	26	5	the	the	DET
iajs-2831	26	6	change	change	NOUN
iajs-2831	26	7	and	and	CCONJ
iajs-2831	26	8	the	the	DET
iajs-2831	26	9	accompanying	accompanying	ADJ
iajs-2831	26	10	changes	change	NOUN
iajs-2831	26	11	within	within	ADP
iajs-2831	26	12	the	the	DET
iajs-2831	26	13	study	study	NOUN
iajs-2831	26	14	area	area	NOUN
iajs-2831	26	15	is	be	AUX
iajs-2831	26	16	carried	carry	VERB
iajs-2831	26	17	out	out	ADP
iajs-2831	26	18	by	by	ADP
iajs-2831	26	19	detecting	detect	VERB
iajs-2831	26	20	and	and	CCONJ
iajs-2831	26	21	identifying	identify	VERB
iajs-2831	26	22	differences	difference	NOUN
iajs-2831	26	23	and	and	CCONJ
iajs-2831	26	24	similarities	similarity	NOUN
iajs-2831	26	25	and	and	CCONJ
iajs-2831	26	26	comparing	compare	VERB
iajs-2831	26	27	the	the	DET
iajs-2831	26	28	scenes	scene	NOUN
iajs-2831	26	29	captured	capture	VERB
iajs-2831	26	30	for	for	ADP
iajs-2831	26	31	the	the	DET
iajs-2831	26	32	same	same	ADJ
iajs-2831	26	33	area	area	NOUN
iajs-2831	26	34	for	for	ADP
iajs-2831	26	35	different	different	ADJ
iajs-2831	26	36	years	year	NOUN
iajs-2831	26	37	or	or	CCONJ
iajs-2831	26	38	periods[11],[3	periods[11],[3	VERB
iajs-2831	26	39	]	]	PUNCT
iajs-2831	26	40	.	.	PUNCT
iajs-2831	27	1	change	change	NOUN
iajs-2831	27	2	detection	detection	NOUN
iajs-2831	27	3	needs	need	VERB
iajs-2831	27	4	comprehensive	comprehensive	ADJ
iajs-2831	27	5	statistical	statistical	ADJ
iajs-2831	27	6	information	information	NOUN
iajs-2831	27	7	during	during	ADP
iajs-2831	27	8	certain	certain	ADJ
iajs-2831	27	9	periods	period	NOUN
iajs-2831	27	10	about	about	ADP
iajs-2831	27	11	the	the	DET
iajs-2831	27	12	changes	change	NOUN
iajs-2831	27	13	that	that	PRON
iajs-2831	27	14	occurred	occur	VERB
iajs-2831	27	15	over	over	ADP
iajs-2831	27	16	a	a	DET
iajs-2831	27	17	certain	certain	ADJ
iajs-2831	27	18	time	time	NOUN
iajs-2831	27	19	.	.	PUNCT
iajs-2831	28	1	this	this	DET
iajs-2831	28	2	information	information	NOUN
iajs-2831	28	3	is	be	AUX
iajs-2831	28	4	of	of	ADP
iajs-2831	28	5	great	great	ADJ
iajs-2831	28	6	importance	importance	NOUN
iajs-2831	28	7	in	in	ADP
iajs-2831	28	8	explaining	explain	VERB
iajs-2831	28	9	the	the	DET
iajs-2831	28	10	reasons	reason	NOUN
iajs-2831	28	11	for	for	ADP
iajs-2831	28	12	those	those	DET
iajs-2831	28	13	changes	change	NOUN
iajs-2831	28	14	and	and	CCONJ
iajs-2831	28	15	the	the	DET
iajs-2831	28	16	ability	ability	NOUN
iajs-2831	28	17	to	to	PART
iajs-2831	28	18	find	find	VERB
iajs-2831	28	19	equations	equation	NOUN
iajs-2831	28	20	that	that	PRON
iajs-2831	28	21	predict	predict	VERB
iajs-2831	28	22	the	the	DET
iajs-2831	28	23	behavior	behavior	NOUN
iajs-2831	28	24	of	of	ADP
iajs-2831	28	25	these	these	DET
iajs-2831	28	26	changes	change	NOUN
iajs-2831	28	27	during	during	ADP
iajs-2831	28	28	a	a	DET
iajs-2831	28	29	period	period	NOUN
iajs-2831	28	30	in	in	ADP
iajs-2831	28	31	the	the	DET
iajs-2831	28	32	future	future	NOUN
iajs-2831	28	33	,	,	PUNCT
iajs-2831	28	34	which	which	PRON
iajs-2831	28	35	helps	help	VERB
iajs-2831	28	36	in	in	ADP
iajs-2831	28	37	processing	processing	NOUN
iajs-2831	28	38	and	and	CCONJ
iajs-2831	28	39	making	make	VERB
iajs-2831	28	40	interim	interim	ADJ
iajs-2831	28	41	and	and	CCONJ
iajs-2831	28	42	future	future	ADJ
iajs-2831	28	43	decisions	decision	NOUN
iajs-2831	28	44	[	[	X
iajs-2831	28	45	12	12	NUM
iajs-2831	28	46	-	-	SYM
iajs-2831	28	47	13	13	NUM
iajs-2831	28	48	]	]	PUNCT
iajs-2831	28	49	.	.	PUNCT
iajs-2831	29	1	there	there	PRON
iajs-2831	29	2	are	be	VERB
iajs-2831	29	3	three	three	NUM
iajs-2831	29	4	basic	basic	ADJ
iajs-2831	29	5	criteria	criterion	NOUN
iajs-2831	29	6	in	in	ADP
iajs-2831	29	7	any	any	DET
iajs-2831	29	8	assessment	assessment	NOUN
iajs-2831	29	9	process	process	NOUN
iajs-2831	29	10	for	for	ADP
iajs-2831	29	11	change	change	NOUN
iajs-2831	29	12	detection	detection	NOUN
iajs-2831	29	13	accuracy	accuracy	NOUN
iajs-2831	29	14	.	.	PUNCT
iajs-2831	30	1	these	these	DET
iajs-2831	30	2	parameters	parameter	NOUN
iajs-2831	30	3	are	be	AUX
iajs-2831	30	4	(	(	PUNCT
iajs-2831	30	5	1	1	X
iajs-2831	30	6	)	)	PUNCT
iajs-2831	30	7	the	the	DET
iajs-2831	30	8	reference	reference	NOUN
iajs-2831	30	9	data	datum	NOUN
iajs-2831	30	10	,	,	PUNCT
iajs-2831	30	11	(	(	PUNCT
iajs-2831	30	12	2	2	X
iajs-2831	30	13	)	)	PUNCT
iajs-2831	30	14	the	the	DET
iajs-2831	30	15	samples	sample	NOUN
iajs-2831	30	16	obtained	obtain	VERB
iajs-2831	30	17	,	,	PUNCT
iajs-2831	30	18	and	and	CCONJ
iajs-2831	30	19	(	(	PUNCT
iajs-2831	30	20	3	3	X
iajs-2831	30	21	)	)	PUNCT
iajs-2831	30	22	the	the	DET
iajs-2831	30	23	covariance	covariance	NOUN
iajs-2831	30	24	detection	detection	NOUN
iajs-2831	30	25	error	error	NOUN
iajs-2831	30	26	of	of	ADP
iajs-2831	30	27	the	the	DET
iajs-2831	30	28	calculation	calculation	NOUN
iajs-2831	30	29	matrix	matrix	NOUN
iajs-2831	30	30	[	[	X
iajs-2831	30	31	3],[14	3],[14	PROPN
iajs-2831	30	32	]	]	PUNCT
iajs-2831	30	33	.	.	PUNCT
iajs-2831	31	1	monitoring	monitor	VERB
iajs-2831	31	2	the	the	DET
iajs-2831	31	3	dynamics	dynamic	NOUN
iajs-2831	31	4	of	of	ADP
iajs-2831	31	5	changes	change	NOUN
iajs-2831	31	6	in	in	ADP
iajs-2831	31	7	the	the	DET
iajs-2831	31	8	land	land	NOUN
iajs-2831	31	9	cover	cover	NOUN
iajs-2831	31	10	is	be	AUX
iajs-2831	31	11	one	one	NUM
iajs-2831	31	12	of	of	ADP
iajs-2831	31	13	the	the	DET
iajs-2831	31	14	complex	complex	ADJ
iajs-2831	31	15	and	and	CCONJ
iajs-2831	31	16	intertwined	intertwine	VERB
iajs-2831	31	17	processes	process	NOUN
iajs-2831	31	18	,	,	PUNCT
iajs-2831	31	19	but	but	CCONJ
iajs-2831	31	20	it	it	PRON
iajs-2831	31	21	has	have	AUX
iajs-2831	31	22	been	be	AUX
iajs-2831	31	23	noted	note	VERB
iajs-2831	31	24	that	that	SCONJ
iajs-2831	31	25	this	this	DET
iajs-2831	31	26	change	change	NOUN
iajs-2831	31	27	at	at	ADP
iajs-2831	31	28	the	the	DET
iajs-2831	31	29	global	global	ADJ
iajs-2831	31	30	level	level	NOUN
iajs-2831	31	31	has	have	VERB
iajs-2831	31	32	a	a	DET
iajs-2831	31	33	rapidly	rapidly	ADV
iajs-2831	31	34	increasing	increase	VERB
iajs-2831	31	35	pace	pace	NOUN
iajs-2831	31	36	.	.	PUNCT
iajs-2831	32	1	the	the	DET
iajs-2831	32	2	change	change	NOUN
iajs-2831	32	3	affected	affect	VERB
iajs-2831	32	4	about	about	ADV
iajs-2831	32	5	one	one	NUM
iajs-2831	32	6	-	-	PUNCT
iajs-2831	32	7	third	third	NOUN
iajs-2831	32	8	of	of	ADP
iajs-2831	32	9	the	the	DET
iajs-2831	32	10	world	world	NOUN
iajs-2831	32	11	during	during	ADP
iajs-2831	32	12	the	the	DET
iajs-2831	32	13	past	past	ADJ
iajs-2831	32	14	six	six	NUM
iajs-2831	32	15	decades	decade	NOUN
iajs-2831	32	16	[	[	X
iajs-2831	32	17	14	14	NUM
iajs-2831	32	18	-	-	SYM
iajs-2831	32	19	15	15	NUM
iajs-2831	32	20	]	]	PUNCT
iajs-2831	32	21	.	.	PUNCT
iajs-2831	33	1	ihjpas	ihjpas	PROPN
iajs-2831	33	2	.	.	PUNCT
iajs-2831	34	1	53	53	NUM
iajs-2831	34	2	(	(	PUNCT
iajs-2831	34	3	3)2022	3)2022	NOUN
iajs-2831	34	4	46	46	NUM
iajs-2831	34	5	the	the	DET
iajs-2831	34	6	following	following	NOUN
iajs-2831	34	7	is	be	AUX
iajs-2831	34	8	a	a	DET
iajs-2831	34	9	review	review	NOUN
iajs-2831	34	10	of	of	ADP
iajs-2831	34	11	the	the	DET
iajs-2831	34	12	most	most	ADV
iajs-2831	34	13	important	important	ADJ
iajs-2831	34	14	previous	previous	ADJ
iajs-2831	34	15	studies	study	NOUN
iajs-2831	34	16	researched	research	VERB
iajs-2831	34	17	in	in	ADP
iajs-2831	34	18	this	this	DET
iajs-2831	34	19	direction	direction	NOUN
iajs-2831	34	20	:	:	PUNCT
iajs-2831	34	21			ADJ
iajs-2831	34	22	qassim	qassim	NOUN
iajs-2831	34	23	et	et	PROPN
iajs-2831	34	24	al	al	PROPN
iajs-2831	34	25	.	.	PUNCT
iajs-2831	35	1	(	(	PUNCT
iajs-2831	35	2	2020)[16	2020)[16	NOUN
iajs-2831	35	3	]	]	X
iajs-2831	35	4	:	:	PUNCT
iajs-2831	35	5	the	the	DET
iajs-2831	35	6	scope	scope	NOUN
iajs-2831	35	7	of	of	ADP
iajs-2831	35	8	this	this	DET
iajs-2831	35	9	study	study	NOUN
iajs-2831	35	10	includes	include	VERB
iajs-2831	35	11	the	the	DET
iajs-2831	35	12	administrative	administrative	ADJ
iajs-2831	35	13	borders	border	NOUN
iajs-2831	35	14	of	of	ADP
iajs-2831	35	15	the	the	DET
iajs-2831	35	16	city	city	NOUN
iajs-2831	35	17	of	of	ADP
iajs-2831	35	18	baghdad	baghdad	PROPN
iajs-2831	35	19	from	from	ADP
iajs-2831	35	20	the	the	DET
iajs-2831	35	21	years	year	NOUN
iajs-2831	35	22	(	(	PUNCT
iajs-2831	35	23	1986	1986	NUM
iajs-2831	35	24	to	to	ADP
iajs-2831	35	25	2019	2019	NUM
iajs-2831	35	26	)	)	PUNCT
iajs-2831	35	27	.	.	PUNCT
iajs-2831	36	1	this	this	PRON
iajs-2831	36	2	is	be	AUX
iajs-2831	36	3	done	do	VERB
iajs-2831	36	4	through	through	ADP
iajs-2831	36	5	landsat	landsat	PROPN
iajs-2831	36	6	satellite	satellite	PROPN
iajs-2831	36	7	scenes	scene	NOUN
iajs-2831	36	8	,	,	PUNCT
iajs-2831	36	9	with	with	ADP
iajs-2831	36	10	an	an	DET
iajs-2831	36	11	average	average	NOUN
iajs-2831	36	12	of	of	ADP
iajs-2831	36	13	five	five	NUM
iajs-2831	36	14	years	year	NOUN
iajs-2831	36	15	for	for	ADP
iajs-2831	36	16	the	the	DET
iajs-2831	36	17	difference	difference	NOUN
iajs-2831	36	18	between	between	ADP
iajs-2831	36	19	one	one	NUM
iajs-2831	36	20	scene	scene	NOUN
iajs-2831	36	21	and	and	CCONJ
iajs-2831	36	22	another	another	PRON
iajs-2831	36	23	,	,	PUNCT
iajs-2831	36	24	using	use	VERB
iajs-2831	36	25	the	the	DET
iajs-2831	36	26	maximum	maximum	ADJ
iajs-2831	36	27	likelihood	likelihood	NOUN
iajs-2831	36	28	classification	classification	NOUN
iajs-2831	36	29	.	.	PUNCT
iajs-2831	37	1	she	she	PRON
iajs-2831	37	2	referred	refer	VERB
iajs-2831	37	3	to	to	ADP
iajs-2831	37	4	2019	2019	NUM
iajs-2831	37	5	,	,	PUNCT
iajs-2831	37	6	when	when	SCONJ
iajs-2831	37	7	the	the	DET
iajs-2831	37	8	amount	amount	NOUN
iajs-2831	37	9	of	of	ADP
iajs-2831	37	10	rain	rain	NOUN
iajs-2831	37	11	was	be	AUX
iajs-2831	37	12	higher	high	ADJ
iajs-2831	37	13	than	than	ADP
iajs-2831	37	14	the	the	DET
iajs-2831	37	15	general	general	ADJ
iajs-2831	37	16	average	average	NOUN
iajs-2831	37	17	,	,	PUNCT
iajs-2831	37	18	affecting	affect	VERB
iajs-2831	37	19	land	land	NOUN
iajs-2831	37	20	cover	cover	NOUN
iajs-2831	37	21	types	type	NOUN
iajs-2831	37	22	.	.	PUNCT
iajs-2831	38	1	she	she	PRON
iajs-2831	38	2	calculated	calculate	VERB
iajs-2831	38	3	the	the	DET
iajs-2831	38	4	changes	change	NOUN
iajs-2831	38	5	that	that	PRON
iajs-2831	38	6	occurred	occur	VERB
iajs-2831	38	7	in	in	ADP
iajs-2831	38	8	each	each	DET
iajs-2831	38	9	category	category	NOUN
iajs-2831	38	10	during	during	ADP
iajs-2831	38	11	that	that	DET
iajs-2831	38	12	period	period	NOUN
iajs-2831	38	13	.	.	PUNCT
iajs-2831	39	1	this	this	DET
iajs-2831	39	2	study	study	NOUN
iajs-2831	39	3	concluded	conclude	VERB
iajs-2831	39	4	that	that	SCONJ
iajs-2831	39	5	the	the	DET
iajs-2831	39	6	urbanization	urbanization	NOUN
iajs-2831	39	7	category	category	NOUN
iajs-2831	39	8	changes	change	NOUN
iajs-2831	39	9	at	at	ADP
iajs-2831	39	10	the	the	DET
iajs-2831	39	11	expense	expense	NOUN
iajs-2831	39	12	of	of	ADP
iajs-2831	39	13	other	other	ADJ
iajs-2831	39	14	categories	category	NOUN
iajs-2831	39	15	due	due	ADJ
iajs-2831	39	16	to	to	ADP
iajs-2831	39	17	human	human	ADJ
iajs-2831	39	18	and	and	CCONJ
iajs-2831	39	19	environmental	environmental	ADJ
iajs-2831	39	20	factors	factor	NOUN
iajs-2831	39	21			VERB
iajs-2831	40	1	hamoodi	hamoodi	INTJ
iajs-2831	40	2	et	et	PROPN
iajs-2831	40	3	al	al	PROPN
iajs-2831	40	4	.	.	PUNCT
iajs-2831	41	1	(	(	PUNCT
iajs-2831	41	2	2006)[17	2006)[17	NUM
iajs-2831	41	3	]	]	PUNCT
iajs-2831	41	4	:	:	PUNCT
iajs-2831	41	5	in	in	ADP
iajs-2831	41	6	this	this	DET
iajs-2831	41	7	study	study	NOUN
iajs-2831	41	8	,	,	PUNCT
iajs-2831	41	9	there	there	PRON
iajs-2831	41	10	was	be	VERB
iajs-2831	41	11	the	the	DET
iajs-2831	41	12	urban	urban	ADJ
iajs-2831	41	13	growth	growth	NOUN
iajs-2831	41	14	of	of	ADP
iajs-2831	41	15	the	the	DET
iajs-2831	41	16	city	city	NOUN
iajs-2831	41	17	of	of	ADP
iajs-2831	41	18	baghdad	baghdad	PROPN
iajs-2831	41	19	from	from	ADP
iajs-2831	41	20	1961	1961	NUM
iajs-2831	41	21	to	to	ADP
iajs-2831	41	22	2004	2004	NUM
iajs-2831	41	23	using	use	VERB
iajs-2831	41	24	a	a	DET
iajs-2831	41	25	set	set	NOUN
iajs-2831	41	26	of	of	ADP
iajs-2831	41	27	geographic	geographic	ADJ
iajs-2831	41	28	information	information	NOUN
iajs-2831	41	29	systems	system	NOUN
iajs-2831	41	30	(	(	PUNCT
iajs-2831	41	31	gis	gis	NOUN
iajs-2831	41	32	)	)	PUNCT
iajs-2831	41	33	techniques	technique	NOUN
iajs-2831	41	34	,	,	PUNCT
iajs-2831	41	35	as	as	ADV
iajs-2831	41	36	well	well	ADV
iajs-2831	41	37	as	as	ADP
iajs-2831	41	38	using	use	VERB
iajs-2831	41	39	landsat	landsat	PROPN
iajs-2831	41	40	5	5	NUM
iajs-2831	41	41	satellite	satellite	NOUN
iajs-2831	41	42	scenes	scene	NOUN
iajs-2831	41	43	with	with	ADP
iajs-2831	41	44	a	a	DET
iajs-2831	41	45	tm	tm	PRON
iajs-2831	41	46	sensor	sensor	NOUN
iajs-2831	41	47	.	.	PUNCT
iajs-2831	42	1	the	the	DET
iajs-2831	42	2	researcher	researcher	NOUN
iajs-2831	42	3	concluded	conclude	VERB
iajs-2831	42	4	that	that	SCONJ
iajs-2831	42	5	the	the	DET
iajs-2831	42	6	urban	urban	ADJ
iajs-2831	42	7	expansion	expansion	NOUN
iajs-2831	42	8	increased	increase	VERB
iajs-2831	42	9	by	by	ADP
iajs-2831	42	10	about	about	ADV
iajs-2831	42	11	seven	seven	NUM
iajs-2831	42	12	times	time	NOUN
iajs-2831	42	13	compared	compare	VERB
iajs-2831	42	14	to	to	ADP
iajs-2831	42	15	the	the	DET
iajs-2831	42	16	urban	urban	ADJ
iajs-2831	42	17	reality	reality	NOUN
iajs-2831	42	18	in	in	ADP
iajs-2831	42	19	baghdad	baghdad	PROPN
iajs-2831	42	20	in	in	ADP
iajs-2831	42	21	1961	1961	NUM
iajs-2831	42	22	,	,	PUNCT
iajs-2831	42	23	according	accord	VERB
iajs-2831	42	24	to	to	ADP
iajs-2831	42	25	official	official	ADJ
iajs-2831	42	26	maps	map	NOUN
iajs-2831	42	27	,	,	PUNCT
iajs-2831	42	28	because	because	SCONJ
iajs-2831	42	29	of	of	ADP
iajs-2831	42	30	rapid	rapid	ADJ
iajs-2831	42	31	economic	economic	ADJ
iajs-2831	42	32	growth	growth	NOUN
iajs-2831	42	33	.	.	PUNCT
iajs-2831	43	1			X
iajs-2831	43	2	mahmoud	mahmoud	PROPN
iajs-2831	43	3	et	et	PROPN
iajs-2831	43	4	al	al	PROPN
iajs-2831	43	5	.	.	PUNCT
iajs-2831	44	1	[	[	PUNCT
iajs-2831	44	2	2017][18	2017][18	NUM
iajs-2831	44	3	]	]	X
iajs-2831	44	4	,	,	PUNCT
iajs-2831	44	5	observations	observation	NOUN
iajs-2831	44	6	in	in	ADP
iajs-2831	44	7	which	which	PRON
iajs-2831	44	8	the	the	DET
iajs-2831	44	9	landsat	landsat	PROPN
iajs-2831	44	10	satellite	satellite	NOUN
iajs-2831	44	11	scenes	scene	NOUN
iajs-2831	44	12	were	be	AUX
iajs-2831	44	13	used	use	VERB
iajs-2831	44	14	to	to	PART
iajs-2831	44	15	reveal	reveal	VERB
iajs-2831	44	16	the	the	DET
iajs-2831	44	17	heterogeneity	heterogeneity	NOUN
iajs-2831	44	18	in	in	ADP
iajs-2831	44	19	urban	urban	ADJ
iajs-2831	44	20	areas	area	NOUN
iajs-2831	44	21	in	in	ADP
iajs-2831	44	22	the	the	DET
iajs-2831	44	23	republic	republic	NOUN
iajs-2831	44	24	of	of	ADP
iajs-2831	44	25	egypt	egypt	PROPN
iajs-2831	44	26	,	,	PUNCT
iajs-2831	44	27	specifically	specifically	ADV
iajs-2831	44	28	assiut	assiut	NOUN
iajs-2831	44	29	.	.	PUNCT
iajs-2831	45	1	the	the	DET
iajs-2831	45	2	results	result	NOUN
iajs-2831	45	3	indicated	indicate	VERB
iajs-2831	45	4	a	a	DET
iajs-2831	45	5	change	change	NOUN
iajs-2831	45	6	in	in	ADP
iajs-2831	45	7	favor	favor	NOUN
iajs-2831	45	8	of	of	ADP
iajs-2831	45	9	urban	urban	ADJ
iajs-2831	45	10	growth	growth	NOUN
iajs-2831	45	11	,	,	PUNCT
iajs-2831	45	12	where	where	SCONJ
iajs-2831	45	13	the	the	DET
iajs-2831	45	14	net	net	ADJ
iajs-2831	45	15	urban	urban	ADJ
iajs-2831	45	16	growth	growth	NOUN
iajs-2831	45	17	amounted	amount	VERB
iajs-2831	45	18	to	to	ADP
iajs-2831	45	19	36.22	36.22	NUM
iajs-2831	45	20	%	%	NOUN
iajs-2831	45	21	.	.	PUNCT
iajs-2831	46	1	the	the	DET
iajs-2831	46	2	router	router	NOUN
iajs-2831	46	3	(	(	PUNCT
iajs-2831	46	4	system	system	NOUN
iajs-2831	46	5	)	)	PUNCT
iajs-2831	46	6	rating	rating	NOUN
iajs-2831	46	7	was	be	AUX
iajs-2831	46	8	relied	rely	VERB
iajs-2831	46	9	upon	upon	SCONJ
iajs-2831	46	10	,	,	PUNCT
iajs-2831	46	11	as	as	ADP
iajs-2831	46	12	the	the	DET
iajs-2831	46	13	user	user	NOUN
iajs-2831	46	14	rating	rating	NOUN
iajs-2831	46	15	accuracy	accuracy	NOUN
iajs-2831	46	16	for	for	ADP
iajs-2831	46	17	the	the	DET
iajs-2831	46	18	years	year	NOUN
iajs-2831	46	19	1990	1990	NUM
iajs-2831	46	20	,	,	PUNCT
iajs-2831	46	21	2003	2003	NUM
iajs-2831	46	22	,	,	PUNCT
iajs-2831	46	23	and	and	CCONJ
iajs-2831	46	24	2015	2015	NUM
iajs-2831	46	25	appeared	appear	VERB
iajs-2831	46	26	to	to	PART
iajs-2831	46	27	be	be	AUX
iajs-2831	46	28	88	88	NUM
iajs-2831	46	29	%	%	NOUN
iajs-2831	46	30	,	,	PUNCT
iajs-2831	46	31	93	93	NUM
iajs-2831	46	32	%	%	NOUN
iajs-2831	46	33	,	,	PUNCT
iajs-2831	46	34	and	and	CCONJ
iajs-2831	46	35	84	84	NUM
iajs-2831	46	36	%	%	NOUN
iajs-2831	46	37	,	,	PUNCT
iajs-2831	46	38	respectively	respectively	ADV
iajs-2831	46	39	.	.	PUNCT
iajs-2831	47	1	presenting	present	VERB
iajs-2831	47	2	these	these	DET
iajs-2831	47	3	results	result	NOUN
iajs-2831	47	4	helps	help	VERB
iajs-2831	47	5	decision	decision	NOUN
iajs-2831	47	6	-	-	PUNCT
iajs-2831	47	7	makers	maker	NOUN
iajs-2831	47	8	in	in	ADP
iajs-2831	47	9	governments	government	NOUN
iajs-2831	47	10	to	to	PART
iajs-2831	47	11	develop	develop	VERB
iajs-2831	47	12	strategies	strategy	NOUN
iajs-2831	47	13	to	to	PART
iajs-2831	47	14	reduce	reduce	VERB
iajs-2831	47	15	urban	urban	ADJ
iajs-2831	47	16	expansion	expansion	NOUN
iajs-2831	47	17	.	.	PUNCT
iajs-2831	48	1			PROPN
iajs-2831	48	2	bukheet	bukheet	PROPN
iajs-2831	48	3	et	et	PROPN
iajs-2831	48	4	al	al	PROPN
iajs-2831	48	5	.	.	PUNCT
iajs-2831	49	1	(	(	PUNCT
iajs-2831	49	2	2016)[8	2016)[8	PROPN
iajs-2831	49	3	]	]	PUNCT
iajs-2831	49	4	,	,	PUNCT
iajs-2831	49	5	the	the	DET
iajs-2831	49	6	study	study	NOUN
iajs-2831	49	7	aims	aim	VERB
iajs-2831	49	8	to	to	PART
iajs-2831	49	9	reveal	reveal	VERB
iajs-2831	49	10	the	the	DET
iajs-2831	49	11	changes	change	NOUN
iajs-2831	49	12	that	that	PRON
iajs-2831	49	13	occurred	occur	VERB
iajs-2831	49	14	in	in	ADP
iajs-2831	49	15	the	the	DET
iajs-2831	49	16	land	land	NOUN
iajs-2831	49	17	cover	cover	NOUN
iajs-2831	49	18	by	by	ADP
iajs-2831	49	19	using	use	VERB
iajs-2831	49	20	the	the	DET
iajs-2831	49	21	supervised	supervised	ADJ
iajs-2831	49	22	classification	classification	NOUN
iajs-2831	49	23	algorithm	algorithm	NOUN
iajs-2831	49	24	and	and	CCONJ
iajs-2831	49	25	the	the	DET
iajs-2831	49	26	maximum	maximum	ADJ
iajs-2831	49	27	likelihood	likelihood	NOUN
iajs-2831	49	28	classifier	classifier	NOUN
iajs-2831	49	29	for	for	ADP
iajs-2831	49	30	the	the	DET
iajs-2831	49	31	years	year	NOUN
iajs-2831	49	32	(	(	PUNCT
iajs-2831	49	33	1984	1984	NUM
iajs-2831	49	34	-	-	SYM
iajs-2831	49	35	2015	2015	NUM
iajs-2831	49	36	)	)	PUNCT
iajs-2831	49	37	for	for	ADP
iajs-2831	49	38	the	the	DET
iajs-2831	49	39	study	study	NOUN
iajs-2831	49	40	area	area	NOUN
iajs-2831	49	41	of	of	ADP
iajs-2831	49	42	baghdad	baghdad	PROPN
iajs-2831	49	43	,	,	PUNCT
iajs-2831	49	44	through	through	ADP
iajs-2831	49	45	satellite	satellite	NOUN
iajs-2831	49	46	scenes	scene	NOUN
iajs-2831	49	47	for	for	ADP
iajs-2831	49	48	thirty	thirty	NUM
iajs-2831	49	49	years	year	NOUN
iajs-2831	49	50	with	with	ADP
iajs-2831	49	51	the	the	DET
iajs-2831	49	52	help	help	NOUN
iajs-2831	49	53	of	of	ADP
iajs-2831	49	54	the	the	DET
iajs-2831	49	55	program	program	NOUN
iajs-2831	49	56	(	(	PUNCT
iajs-2831	49	57	envi	envi	NOUN
iajs-2831	49	58	5.1	5.1	NUM
iajs-2831	49	59	)	)	PUNCT
iajs-2831	49	60	to	to	PART
iajs-2831	49	61	obtain	obtain	VERB
iajs-2831	49	62	the	the	DET
iajs-2831	49	63	results	result	NOUN
iajs-2831	49	64	that	that	PRON
iajs-2831	49	65	reveal	reveal	VERB
iajs-2831	49	66	changes	change	NOUN
iajs-2831	49	67	in	in	ADP
iajs-2831	49	68	the	the	DET
iajs-2831	49	69	land	land	NOUN
iajs-2831	49	70	cover	cover	NOUN
iajs-2831	49	71	.	.	PUNCT
iajs-2831	50	1	in	in	ADP
iajs-2831	50	2	addition	addition	NOUN
iajs-2831	50	3	,	,	PUNCT
iajs-2831	50	4	five	five	NUM
iajs-2831	50	5	main	main	ADJ
iajs-2831	50	6	categories	category	NOUN
iajs-2831	50	7	were	be	AUX
iajs-2831	50	8	monitored	monitor	VERB
iajs-2831	50	9	(	(	PUNCT
iajs-2831	50	10	water	water	NOUN
iajs-2831	50	11	bodies	body	NOUN
iajs-2831	50	12	,	,	PUNCT
iajs-2831	50	13	vegetation	vegetation	NOUN
iajs-2831	50	14	,	,	PUNCT
iajs-2831	50	15	two	two	NUM
iajs-2831	50	16	types	type	NOUN
iajs-2831	50	17	of	of	ADP
iajs-2831	50	18	urban	urban	ADJ
iajs-2831	50	19	lands	land	NOUN
iajs-2831	50	20	,	,	PUNCT
iajs-2831	50	21	and	and	CCONJ
iajs-2831	50	22	soil	soil	NOUN
iajs-2831	50	23	)	)	PUNCT
iajs-2831	50	24	.	.	PUNCT
iajs-2831	51	1	the	the	DET
iajs-2831	51	2	results	result	NOUN
iajs-2831	51	3	emerged	emerge	VERB
iajs-2831	51	4	the	the	DET
iajs-2831	51	5	detection	detection	NOUN
iajs-2831	51	6	of	of	ADP
iajs-2831	51	7	heterogeneity	heterogeneity	NOUN
iajs-2831	51	8	in	in	ADP
iajs-2831	51	9	urban	urban	ADJ
iajs-2831	51	10	lands	land	NOUN
iajs-2831	51	11	.	.	PUNCT
iajs-2831	52	1	this	this	DET
iajs-2831	52	2	study	study	NOUN
iajs-2831	52	3	focuses	focus	VERB
iajs-2831	52	4	on	on	ADP
iajs-2831	52	5	detecting	detect	VERB
iajs-2831	52	6	the	the	DET
iajs-2831	52	7	change	change	NOUN
iajs-2831	52	8	in	in	ADP
iajs-2831	52	9	the	the	DET
iajs-2831	52	10	land	land	NOUN
iajs-2831	52	11	cover	cover	NOUN
iajs-2831	52	12	of	of	ADP
iajs-2831	52	13	mahmudiyah	mahmudiyah	NOUN
iajs-2831	52	14	city	city	NOUN
iajs-2831	52	15	within	within	ADP
iajs-2831	52	16	the	the	DET
iajs-2831	52	17	baghdad	baghdad	PROPN
iajs-2831	52	18	province	province	NOUN
iajs-2831	52	19	for	for	ADP
iajs-2831	52	20	the	the	DET
iajs-2831	52	21	period	period	NOUN
iajs-2831	52	22	1986	1986	NUM
iajs-2831	52	23	to	to	ADP
iajs-2831	52	24	2021	2021	NUM
iajs-2831	52	25	to	to	PART
iajs-2831	52	26	determine	determine	VERB
iajs-2831	52	27	the	the	DET
iajs-2831	52	28	constancy	constancy	NOUN
iajs-2831	52	29	percentage	percentage	NOUN
iajs-2831	52	30	of	of	ADP
iajs-2831	52	31	the	the	DET
iajs-2831	52	32	class	class	NOUN
iajs-2831	52	33	for	for	ADP
iajs-2831	52	34	the	the	DET
iajs-2831	52	35	adopted	adopted	ADJ
iajs-2831	52	36	years	year	NOUN
iajs-2831	52	37	in	in	ADP
iajs-2831	52	38	the	the	DET
iajs-2831	52	39	land	land	NOUN
iajs-2831	52	40	cover	cover	NOUN
iajs-2831	52	41	of	of	ADP
iajs-2831	52	42	mahmudiyah	mahmudiyah	NOUN
iajs-2831	52	43	city	city	NOUN
iajs-2831	52	44	.	.	PUNCT
iajs-2831	53	1	2	2	X
iajs-2831	53	2	.	.	X
iajs-2831	53	3	description	description	NOUN
iajs-2831	53	4	of	of	ADP
iajs-2831	53	5	the	the	DET
iajs-2831	53	6	study	study	NOUN
iajs-2831	53	7	site	site	NOUN
iajs-2831	53	8	the	the	DET
iajs-2831	53	9	study	study	NOUN
iajs-2831	53	10	area	area	NOUN
iajs-2831	53	11	is	be	AUX
iajs-2831	53	12	defined	define	VERB
iajs-2831	53	13	within	within	ADP
iajs-2831	53	14	the	the	DET
iajs-2831	53	15	city	city	NOUN
iajs-2831	53	16	of	of	ADP
iajs-2831	53	17	mahmudiyah	mahmudiyah	PROPN
iajs-2831	53	18	,	,	PUNCT
iajs-2831	53	19	which	which	PRON
iajs-2831	53	20	is	be	AUX
iajs-2831	53	21	located	locate	VERB
iajs-2831	53	22	within	within	ADP
iajs-2831	53	23	the	the	DET
iajs-2831	53	24	administrative	administrative	ADJ
iajs-2831	53	25	boundaries	boundary	NOUN
iajs-2831	53	26	of	of	ADP
iajs-2831	53	27	the	the	DET
iajs-2831	53	28	capital	capital	NOUN
iajs-2831	53	29	,	,	PUNCT
iajs-2831	53	30	baghdad	baghdad	PROPN
iajs-2831	53	31	,	,	PUNCT
iajs-2831	53	32	in	in	ADP
iajs-2831	53	33	the	the	DET
iajs-2831	53	34	center	center	NOUN
iajs-2831	53	35	of	of	ADP
iajs-2831	53	36	the	the	DET
iajs-2831	53	37	state	state	NOUN
iajs-2831	53	38	of	of	ADP
iajs-2831	53	39	iraq	iraq	PROPN
iajs-2831	53	40	,	,	PUNCT
iajs-2831	53	41	approximately	approximately	ADV
iajs-2831	53	42	between	between	ADP
iajs-2831	53	43	the	the	DET
iajs-2831	53	44	longitude	longitude	NOUN
iajs-2831	53	45	[	[	X
iajs-2831	53	46	44º	44º	PROPN
iajs-2831	53	47	14	14	NUM
iajs-2831	53	48	'	'	PART
iajs-2831	53	49	32.63	32.63	NUM
iajs-2831	53	50	"	"	PUNCT
iajs-2831	53	51	]	]	PUNCT
iajs-2831	53	52	to	to	ADP
iajs-2831	53	53	[	[	X
iajs-2831	53	54	44º	44º	PROPN
iajs-2831	53	55	23	23	NUM
iajs-2831	53	56	'	'	NUM
iajs-2831	53	57	.	.	PUNCT
iajs-2831	54	1	50.67	50.67	NUM
iajs-2831	54	2	"	"	PUNCT
iajs-2831	54	3	]	]	PUNCT
iajs-2831	54	4	and	and	CCONJ
iajs-2831	54	5	latitude	latitude	NOUN
iajs-2831	55	1	[	[	X
iajs-2831	55	2	33º	33º	NUM
iajs-2831	55	3	5	5	NUM
iajs-2831	55	4	'	'	PART
iajs-2831	55	5	32.63	32.63	NUM
iajs-2831	55	6	"	"	PUNCT
iajs-2831	55	7	]	]	PUNCT
iajs-2831	55	8	to	to	ADP
iajs-2831	55	9	[	[	X
iajs-2831	55	10	33º	33º	NUM
iajs-2831	55	11	0	0	NUM
iajs-2831	55	12	'	'	NUM
iajs-2831	55	13	39.51	39.51	NUM
iajs-2831	55	14	"	"	PUNCT
iajs-2831	55	15	]	]	PUNCT
iajs-2831	55	16	.	.	PUNCT
iajs-2831	56	1	the	the	DET
iajs-2831	56	2	total	total	ADJ
iajs-2831	56	3	area	area	NOUN
iajs-2831	56	4	of	of	ADP
iajs-2831	56	5	the	the	DET
iajs-2831	56	6	study	study	NOUN
iajs-2831	56	7	area	area	NOUN
iajs-2831	56	8	is	be	AUX
iajs-2831	56	9	(	(	PUNCT
iajs-2831	56	10	131.4855	131.4855	NUM
iajs-2831	56	11	km2	km2	NUM
iajs-2831	56	12	)	)	PUNCT
iajs-2831	56	13	.	.	PUNCT
iajs-2831	57	1	the	the	DET
iajs-2831	57	2	study	study	NOUN
iajs-2831	57	3	area	area	NOUN
iajs-2831	57	4	is	be	AUX
iajs-2831	57	5	a	a	DET
iajs-2831	57	6	specific	specific	ADJ
iajs-2831	57	7	part	part	NOUN
iajs-2831	57	8	of	of	ADP
iajs-2831	57	9	the	the	DET
iajs-2831	57	10	administrative	administrative	ADJ
iajs-2831	57	11	boundaries	boundary	NOUN
iajs-2831	57	12	of	of	ADP
iajs-2831	57	13	the	the	DET
iajs-2831	57	14	mahmudiyahdistrict	mahmudiyahdistrict	NOUN
iajs-2831	57	15	with	with	ADP
iajs-2831	57	16	the	the	DET
iajs-2831	57	17	densest	dense	ADJ
iajs-2831	57	18	urban	urban	ADJ
iajs-2831	57	19	distribution	distribution	NOUN
iajs-2831	57	20	compared	compare	VERB
iajs-2831	57	21	to	to	ADP
iajs-2831	57	22	the	the	DET
iajs-2831	57	23	rest	rest	NOUN
iajs-2831	57	24	of	of	ADP
iajs-2831	57	25	the	the	DET
iajs-2831	57	26	district	district	NOUN
iajs-2831	57	27	,	,	PUNCT
iajs-2831	57	28	as	as	SCONJ
iajs-2831	57	29	shown	show	VERB
iajs-2831	57	30	in	in	ADP
iajs-2831	57	31	figure	figure	NOUN
iajs-2831	57	32	1	1	NUM
iajs-2831	57	33	.	.	PUNCT
iajs-2831	57	34	ihjpas	ihjpas	PROPN
iajs-2831	57	35	.	.	PUNCT
iajs-2831	58	1	53	53	NUM
iajs-2831	58	2	(	(	PUNCT
iajs-2831	58	3	3)2022	3)2022	NOUN
iajs-2831	58	4	47	47	NUM
iajs-2831	58	5	(	(	PUNCT
iajs-2831	58	6	a	a	DET
iajs-2831	58	7	)	)	PUNCT
iajs-2831	58	8	administrative	administrative	ADJ
iajs-2831	58	9	map	map	NOUN
iajs-2831	58	10	of	of	ADP
iajs-2831	58	11	iraq	iraq	PROPN
iajs-2831	58	12	(	(	PUNCT
iajs-2831	58	13	b	b	NOUN
iajs-2831	58	14	)	)	PUNCT
iajs-2831	58	15	administrative	administrative	ADJ
iajs-2831	58	16	map	map	NOUN
iajs-2831	58	17	of	of	ADP
iajs-2831	58	18	baghdad	baghdad	PROPN
iajs-2831	58	19	city	city	PROPN
iajs-2831	58	20	(	(	PUNCT
iajs-2831	58	21	c	c	NOUN
iajs-2831	58	22	)	)	PUNCT
iajs-2831	58	23	study	study	NOUN
iajs-2831	58	24	area	area	NOUN
iajs-2831	58	25	specified	specify	VERB
iajs-2831	58	26	within	within	ADP
iajs-2831	58	27	the	the	DET
iajs-2831	58	28	mahmudiyah	mahmudiyah	NOUN
iajs-2831	58	29	district	district	NOUN
iajs-2831	58	30	figure	figure	NOUN
iajs-2831	58	31	1	1	NUM
iajs-2831	58	32	.	.	PUNCT
iajs-2831	59	1	the	the	DET
iajs-2831	59	2	study	study	NOUN
iajs-2831	59	3	site	site	NOUN
iajs-2831	59	4	location	location	NOUN
iajs-2831	59	5	is	be	AUX
iajs-2831	59	6	on	on	ADP
iajs-2831	59	7	iraq	iraq	PROPN
iajs-2831	59	8	’s	’s	PART
iajs-2831	59	9	map	map	NOUN
iajs-2831	59	10	[	[	X
iajs-2831	59	11	19	19	NUM
iajs-2831	59	12	]	]	PUNCT
iajs-2831	59	13	.	.	PUNCT
iajs-2831	60	1	obtaining	obtain	VERB
iajs-2831	60	2	the	the	DET
iajs-2831	60	3	appropriate	appropriate	ADJ
iajs-2831	60	4	scenes	scene	NOUN
iajs-2831	60	5	for	for	ADP
iajs-2831	60	6	the	the	DET
iajs-2831	60	7	selected	select	VERB
iajs-2831	60	8	years	year	NOUN
iajs-2831	60	9	for	for	ADP
iajs-2831	60	10	the	the	DET
iajs-2831	60	11	landsat	landsat	PROPN
iajs-2831	60	12	satellite	satellite	NOUN
iajs-2831	60	13	was	be	AUX
iajs-2831	60	14	done	do	VERB
iajs-2831	60	15	through	through	ADP
iajs-2831	60	16	usgs	usgs	PROPN
iajs-2831	60	17	web	web	PROPN
iajs-2831	60	18	(	(	PUNCT
iajs-2831	60	19	usgs	usgs	PROPN
iajs-2831	60	20	source	source	NOUN
iajs-2831	60	21	)	)	PUNCT
iajs-2831	60	22	.	.	PUNCT
iajs-2831	61	1	the	the	DET
iajs-2831	61	2	study	study	NOUN
iajs-2831	61	3	site	site	NOUN
iajs-2831	61	4	is	be	AUX
iajs-2831	61	5	located	locate	VERB
iajs-2831	61	6	at	at	ADP
iajs-2831	61	7	path	path	NOUN
iajs-2831	61	8	168	168	NUM
iajs-2831	61	9	,	,	PUNCT
iajs-2831	61	10	row	row	NOUN
iajs-2831	61	11	37	37	NUM
iajs-2831	61	12	,	,	PUNCT
iajs-2831	61	13	and	and	CCONJ
iajs-2831	61	14	path	path	NOUN
iajs-2831	61	15	169	169	NUM
iajs-2831	61	16	,	,	PUNCT
iajs-2831	61	17	row	row	VERB
iajs-2831	61	18	37	37	NUM
iajs-2831	61	19	,	,	PUNCT
iajs-2831	61	20	depending	depend	VERB
iajs-2831	61	21	on	on	ADP
iajs-2831	61	22	the	the	DET
iajs-2831	61	23	available	available	ADJ
iajs-2831	61	24	indexing	indexing	NOUN
iajs-2831	61	25	of	of	ADP
iajs-2831	61	26	landsat	landsat	PROPN
iajs-2831	61	27	scenes	scene	NOUN
iajs-2831	61	28	.	.	PUNCT
iajs-2831	62	1	the	the	DET
iajs-2831	62	2	predominant	predominant	ADJ
iajs-2831	62	3	land	land	NOUN
iajs-2831	62	4	cover	cover	NOUN
iajs-2831	62	5	types	type	NOUN
iajs-2831	62	6	in	in	ADP
iajs-2831	62	7	the	the	DET
iajs-2831	62	8	study	study	NOUN
iajs-2831	62	9	site	site	NOUN
iajs-2831	62	10	are	be	AUX
iajs-2831	62	11	the	the	DET
iajs-2831	62	12	vegetation	vegetation	NOUN
iajs-2831	62	13	cover	cover	NOUN
iajs-2831	62	14	of	of	ADP
iajs-2831	62	15	various	various	ADJ
iajs-2831	62	16	types	type	NOUN
iajs-2831	62	17	and	and	CCONJ
iajs-2831	62	18	the	the	DET
iajs-2831	62	19	urban	urban	ADJ
iajs-2831	62	20	type	type	NOUN
iajs-2831	62	21	.	.	PUNCT
iajs-2831	63	1	there	there	PRON
iajs-2831	63	2	are	be	VERB
iajs-2831	63	3	small	small	ADJ
iajs-2831	63	4	rivers	river	NOUN
iajs-2831	63	5	in	in	ADP
iajs-2831	63	6	the	the	DET
iajs-2831	63	7	study	study	NOUN
iajs-2831	63	8	area	area	NOUN
iajs-2831	63	9	,	,	PUNCT
iajs-2831	63	10	the	the	DET
iajs-2831	63	11	first	first	ADJ
iajs-2831	63	12	of	of	ADP
iajs-2831	63	13	which	which	PRON
iajs-2831	63	14	is	be	AUX
iajs-2831	63	15	the	the	DET
iajs-2831	63	16	main	main	ADJ
iajs-2831	63	17	drainage	drainage	NOUN
iajs-2831	63	18	project	project	NOUN
iajs-2831	63	19	in	in	ADP
iajs-2831	63	20	iraq	iraq	PROPN
iajs-2831	63	21	(	(	PUNCT
iajs-2831	63	22	the	the	DET
iajs-2831	63	23	general	general	ADJ
iajs-2831	63	24	estuary	estuary	NOUN
iajs-2831	63	25	or	or	CCONJ
iajs-2831	63	26	the	the	DET
iajs-2831	63	27	third	third	ADJ
iajs-2831	63	28	river	river	NOUN
iajs-2831	63	29	)	)	PUNCT
iajs-2831	63	30	,	,	PUNCT
iajs-2831	63	31	the	the	DET
iajs-2831	63	32	yusufiya	yusufiya	PROPN
iajs-2831	63	33	river	river	PROPN
iajs-2831	63	34	,	,	PUNCT
iajs-2831	63	35	and	and	CCONJ
iajs-2831	63	36	the	the	DET
iajs-2831	63	37	sheshbar	sheshbar	PROPN
iajs-2831	63	38	river	river	PROPN
iajs-2831	63	39	.	.	PUNCT
iajs-2831	64	1	it	it	PRON
iajs-2831	64	2	is	be	AUX
iajs-2831	64	3	a	a	DET
iajs-2831	64	4	small	small	ADJ
iajs-2831	64	5	tributary	tributary	NOUN
iajs-2831	64	6	of	of	ADP
iajs-2831	64	7	the	the	DET
iajs-2831	64	8	euphrates	euphrates	PROPN
iajs-2831	64	9	river	river	PROPN
iajs-2831	64	10	3	3	NUM
iajs-2831	64	11	.	.	PUNCT
iajs-2831	64	12	methodology	methodology	NOUN
iajs-2831	64	13	the	the	DET
iajs-2831	64	14	following	follow	VERB
iajs-2831	64	15	flowchart	flowchart	NOUN
iajs-2831	64	16	represents	represent	VERB
iajs-2831	64	17	the	the	DET
iajs-2831	64	18	main	main	ADJ
iajs-2831	64	19	steps	step	NOUN
iajs-2831	64	20	that	that	PRON
iajs-2831	64	21	were	be	AUX
iajs-2831	64	22	adopted	adopt	VERB
iajs-2831	64	23	in	in	ADP
iajs-2831	64	24	the	the	DET
iajs-2831	64	25	research	research	NOUN
iajs-2831	64	26	figure	figure	NOUN
iajs-2831	64	27	2	2	NUM
iajs-2831	64	28	.	.	PUNCT
iajs-2831	64	29	pre	pre	VERB
iajs-2831	64	30	-	-	VERB
iajs-2831	64	31	processinglandsat-5	processinglandsat-5	NUM
iajs-2831	64	32	&	&	CCONJ
iajs-2831	64	33	8	8	NUM
iajs-2831	64	34	images	image	NOUN
iajs-2831	64	35	flowchart	flowchart	NOUN
iajs-2831	64	36	.	.	PUNCT
iajs-2831	65	1	ihjpas	ihjpas	PROPN
iajs-2831	65	2	.	.	PUNCT
iajs-2831	66	1	53	53	NUM
iajs-2831	66	2	(	(	PUNCT
iajs-2831	66	3	3)2022	3)2022	NOUN
iajs-2831	66	4	48	48	NUM
iajs-2831	66	5	4	4	NUM
iajs-2831	66	6	.	.	PUNCT
iajs-2831	66	7	results	result	NOUN
iajs-2831	66	8	and	and	CCONJ
iajs-2831	66	9	discussion	discussion	NOUN
iajs-2831	66	10	the	the	DET
iajs-2831	66	11	scenes	scene	NOUN
iajs-2831	66	12	used	use	VERB
iajs-2831	66	13	in	in	ADP
iajs-2831	66	14	this	this	DET
iajs-2831	66	15	research	research	NOUN
iajs-2831	66	16	are	be	AUX
iajs-2831	66	17	for	for	ADP
iajs-2831	66	18	landsat	landsat	PROPN
iajs-2831	66	19	5	5	NUM
iajs-2831	66	20	and	and	CCONJ
iajs-2831	66	21	8	8	NUM
iajs-2831	66	22	satellites	satellite	NOUN
iajs-2831	66	23	for	for	ADP
iajs-2831	66	24	certain	certain	ADJ
iajs-2831	66	25	years	year	NOUN
iajs-2831	66	26	.	.	PUNCT
iajs-2831	67	1	all	all	DET
iajs-2831	67	2	scenes	scene	NOUN
iajs-2831	67	3	were	be	AUX
iajs-2831	67	4	acquired	acquire	VERB
iajs-2831	67	5	during	during	ADP
iajs-2831	67	6	the	the	DET
iajs-2831	67	7	spring	spring	NOUN
iajs-2831	67	8	of	of	ADP
iajs-2831	67	9	each	each	DET
iajs-2831	67	10	year	year	NOUN
iajs-2831	67	11	,	,	PUNCT
iajs-2831	67	12	with	with	ADP
iajs-2831	67	13	a	a	DET
iajs-2831	67	14	5	5	NUM
iajs-2831	67	15	-	-	PUNCT
iajs-2831	67	16	year	year	NOUN
iajs-2831	67	17	interval	interval	NOUN
iajs-2831	67	18	between	between	ADP
iajs-2831	67	19	every	every	DET
iajs-2831	67	20	two	two	NUM
iajs-2831	67	21	consecutive	consecutive	ADJ
iajs-2831	67	22	scenes	scene	NOUN
iajs-2831	67	23	,	,	PUNCT
iajs-2831	67	24	as	as	SCONJ
iajs-2831	67	25	shown	show	VERB
iajs-2831	67	26	in	in	ADP
iajs-2831	67	27	table	table	NOUN
iajs-2831	67	28	1	1	NUM
iajs-2831	67	29	.	.	PUNCT
iajs-2831	67	30	table	table	NOUN
iajs-2831	67	31	1	1	NUM
iajs-2831	67	32	.	.	PUNCT
iajs-2831	68	1	shows	show	VERB
iajs-2831	68	2	the	the	DET
iajs-2831	68	3	details	detail	NOUN
iajs-2831	68	4	of	of	ADP
iajs-2831	68	5	the	the	DET
iajs-2831	68	6	scenes	scene	NOUN
iajs-2831	68	7	used	use	VERB
iajs-2831	68	8	in	in	ADP
iajs-2831	68	9	this	this	DET
iajs-2831	68	10	research	research	NOUN
iajs-2831	68	11	date	date	NOUN
iajs-2831	68	12	time	time	NOUN
iajs-2831	68	13	(	(	PUNCT
iajs-2831	68	14	gmt	gmt	PROPN
iajs-2831	68	15	)	)	PUNCT
iajs-2831	68	16	landsat	landsat	PROPN
iajs-2831	68	17	sensor	sensor	NOUN
iajs-2831	68	18	path	path	NOUN
iajs-2831	68	19	,	,	PUNCT
iajs-2831	68	20	row	row	VERB
iajs-2831	68	21	22/2/1986	22/2/1986	NUM
iajs-2831	68	22	7:00:09	7:00:09	NUM
iajs-2831	68	23	am	am	NOUN
iajs-2831	68	24	tm	tm	NOUN
iajs-2831	68	25	-5	-5	ADJ
iajs-2831	68	26	168	168	NUM
iajs-2831	68	27	,	,	PUNCT
iajs-2831	68	28	37	37	NUM
iajs-2831	68	29	21/3/1990	21/3/1990	NUM
iajs-2831	68	30	6:53:56	6:53:56	NUM
iajs-2831	68	31	am	be	AUX
iajs-2831	68	32	tm	tm	NOUN
iajs-2831	68	33	-5	-5	ADJ
iajs-2831	68	34	168	168	NUM
iajs-2831	68	35	,	,	PUNCT
iajs-2831	68	36	37	37	NUM
iajs-2831	68	37	26/3/1995	26/3/1995	NUM
iajs-2831	68	38	6:49:34	6:49:34	NUM
iajs-2831	68	39	am	be	AUX
iajs-2831	68	40	tm	tm	PRON
iajs-2831	68	41	-5	-5	ADJ
iajs-2831	68	42	169	169	NUM
iajs-2831	68	43	,	,	PUNCT
iajs-2831	68	44	37	37	NUM
iajs-2831	68	45	29/2/2000	29/2/2000	NUM
iajs-2831	68	46	7:06:59	7:06:59	NUM
iajs-2831	68	47	am	be	AUX
iajs-2831	68	48	tm	tm	NOUN
iajs-2831	68	49	-5	-5	ADJ
iajs-2831	68	50	168	168	NUM
iajs-2831	68	51	,	,	PUNCT
iajs-2831	68	52	37	37	NUM
iajs-2831	68	53	14/3/2005	14/3/2005	NUM
iajs-2831	68	54	7:20:34	7:20:34	NUM
iajs-2831	68	55	am	be	AUX
iajs-2831	68	56	tm	tm	NOUN
iajs-2831	68	57	-5	-5	ADJ
iajs-2831	68	58	168	168	NUM
iajs-2831	68	59	,	,	PUNCT
iajs-2831	68	60	37	37	NUM
iajs-2831	68	61	25/3/2009	25/3/2009	NUM
iajs-2831	68	62	7:20:22	7:20:22	NUM
iajs-2831	68	63	am	am	NOUN
iajs-2831	68	64	tm	tm	NOUN
iajs-2831	68	65	-5	-5	ADJ
iajs-2831	68	66	168	168	NUM
iajs-2831	68	67	,	,	PUNCT
iajs-2831	68	68	37	37	NUM
iajs-2831	68	69	10/3/2015	10/3/2015	NUM
iajs-2831	68	70	7:33:16	7:33:16	NUM
iajs-2831	68	71	am	be	AUX
iajs-2831	68	72	oli-8	oli-8	NUM
iajs-2831	68	73	168	168	NUM
iajs-2831	68	74	,	,	PUNCT
iajs-2831	68	75	37	37	NUM
iajs-2831	68	76	10/3/2021	10/3/2021	NUM
iajs-2831	68	77	7:33:31	7:33:31	NUM
iajs-2831	68	78	am	be	AUX
iajs-2831	68	79	oli-8	oli-8	NUM
iajs-2831	68	80	168	168	NUM
iajs-2831	68	81	,	,	PUNCT
iajs-2831	68	82	37	37	NUM
iajs-2831	68	83	the	the	DET
iajs-2831	68	84	land	land	NOUN
iajs-2831	68	85	cover	cover	NOUN
iajs-2831	68	86	of	of	ADP
iajs-2831	68	87	the	the	DET
iajs-2831	68	88	study	study	NOUN
iajs-2831	68	89	area	area	NOUN
iajs-2831	68	90	consists	consist	VERB
iajs-2831	68	91	of	of	ADP
iajs-2831	68	92	four	four	NUM
iajs-2831	68	93	main	main	ADJ
iajs-2831	68	94	classes	class	NOUN
iajs-2831	68	95	:	:	PUNCT
iajs-2831	68	96	soil	soil	NOUN
iajs-2831	68	97	,	,	PUNCT
iajs-2831	68	98	water	water	NOUN
iajs-2831	68	99	,	,	PUNCT
iajs-2831	68	100	urban	urban	ADJ
iajs-2831	68	101	,	,	PUNCT
iajs-2831	68	102	and	and	CCONJ
iajs-2831	68	103	vegetation	vegetation	NOUN
iajs-2831	68	104	.	.	PUNCT
iajs-2831	69	1	these	these	DET
iajs-2831	69	2	classes	class	NOUN
iajs-2831	69	3	are	be	AUX
iajs-2831	69	4	divided	divide	VERB
iajs-2831	69	5	into	into	ADP
iajs-2831	69	6	sub	sub	NOUN
iajs-2831	69	7	-	-	NOUN
iajs-2831	69	8	class	class	NOUN
iajs-2831	69	9	within	within	ADP
iajs-2831	69	10	each	each	DET
iajs-2831	69	11	main	main	ADJ
iajs-2831	69	12	class	class	NOUN
iajs-2831	69	13	,	,	PUNCT
iajs-2831	69	14	including	include	VERB
iajs-2831	69	15	dark	dark	ADJ
iajs-2831	69	16	soil	soil	NOUN
iajs-2831	69	17	.	.	PUNCT
iajs-2831	70	1	the	the	DET
iajs-2831	70	2	urban	urban	ADJ
iajs-2831	70	3	area	area	NOUN
iajs-2831	70	4	is	be	AUX
iajs-2831	70	5	highlighted	highlight	VERB
iajs-2831	70	6	to	to	PART
iajs-2831	70	7	notice	notice	VERB
iajs-2831	70	8	the	the	DET
iajs-2831	70	9	variance	variance	NOUN
iajs-2831	70	10	in	in	ADP
iajs-2831	70	11	the	the	DET
iajs-2831	70	12	urban	urban	ADJ
iajs-2831	70	13	category	category	NOUN
iajs-2831	70	14	on	on	SCONJ
iajs-2831	70	15	calculate	calculate	VERB
iajs-2831	70	16	the	the	DET
iajs-2831	70	17	rest	rest	NOUN
iajs-2831	70	18	of	of	ADP
iajs-2831	70	19	the	the	DET
iajs-2831	70	20	classes	class	NOUN
iajs-2831	70	21	that	that	PRON
iajs-2831	70	22	make	make	VERB
iajs-2831	70	23	up	up	ADP
iajs-2831	70	24	the	the	DET
iajs-2831	70	25	land	land	NOUN
iajs-2831	70	26	cover	cover	NOUN
iajs-2831	70	27	.	.	PUNCT
iajs-2831	71	1	a	a	DET
iajs-2831	71	2	list	list	NOUN
iajs-2831	71	3	of	of	ADP
iajs-2831	71	4	major	major	ADJ
iajs-2831	71	5	and	and	CCONJ
iajs-2831	71	6	subclasses	subclass	NOUN
iajs-2831	71	7	is	be	AUX
iajs-2831	71	8	shown	show	VERB
iajs-2831	71	9	in	in	ADP
iajs-2831	71	10	table	table	NOUN
iajs-2831	71	11	2	2	NUM
iajs-2831	71	12	,	,	PUNCT
iajs-2831	71	13	representing	represent	VERB
iajs-2831	71	14	a	a	DET
iajs-2831	71	15	set	set	NOUN
iajs-2831	71	16	of	of	ADP
iajs-2831	71	17	false	false	ADJ
iajs-2831	71	18	colors	color	NOUN
iajs-2831	71	19	to	to	PART
iajs-2831	71	20	differentiate	differentiate	VERB
iajs-2831	71	21	them	they	PRON
iajs-2831	71	22	and	and	CCONJ
iajs-2831	71	23	give	give	VERB
iajs-2831	71	24	ease	ease	NOUN
iajs-2831	71	25	of	of	ADP
iajs-2831	71	26	distinction	distinction	NOUN
iajs-2831	71	27	in	in	ADP
iajs-2831	71	28	the	the	DET
iajs-2831	71	29	classification	classification	NOUN
iajs-2831	71	30	results	result	NOUN
iajs-2831	71	31	.	.	PUNCT
iajs-2831	72	1	table	table	NOUN
iajs-2831	72	2	2.sub	2.sub	NOUN
iajs-2831	72	3	-	-	NOUN
iajs-2831	72	4	classes	class	NOUN
iajs-2831	72	5	of	of	ADP
iajs-2831	72	6	the	the	DET
iajs-2831	72	7	land	land	NOUN
iajs-2831	72	8	cover	cover	NOUN
iajs-2831	72	9	with	with	ADP
iajs-2831	72	10	their	their	PRON
iajs-2831	72	11	color	color	NOUN
iajs-2831	72	12	representation	representation	NOUN
iajs-2831	72	13	.	.	PUNCT
iajs-2831	73	1	the	the	DET
iajs-2831	73	2	maximum	maximum	ADJ
iajs-2831	73	3	likelihood	likelihood	NOUN
iajs-2831	73	4	is	be	AUX
iajs-2831	73	5	used	use	VERB
iajs-2831	73	6	to	to	PART
iajs-2831	73	7	classify	classify	VERB
iajs-2831	73	8	the	the	DET
iajs-2831	73	9	satellite	satellite	NOUN
iajs-2831	73	10	scenes	scene	NOUN
iajs-2831	73	11	;	;	PUNCT
iajs-2831	73	12	the	the	DET
iajs-2831	73	13	combined	combine	VERB
iajs-2831	73	14	training	training	NOUN
iajs-2831	73	15	sets	set	NOUN
iajs-2831	73	16	representing	represent	VERB
iajs-2831	73	17	the	the	DET
iajs-2831	73	18	land	land	NOUN
iajs-2831	73	19	cover	cover	NOUN
iajs-2831	73	20	of	of	ADP
iajs-2831	73	21	the	the	DET
iajs-2831	73	22	study	study	NOUN
iajs-2831	73	23	site	site	NOUN
iajs-2831	73	24	were	be	AUX
iajs-2831	73	25	used	use	VERB
iajs-2831	73	26	,	,	PUNCT
iajs-2831	73	27	as	as	SCONJ
iajs-2831	73	28	shown	show	VERB
iajs-2831	73	29	in	in	ADP
iajs-2831	73	30	figure	figure	NOUN
iajs-2831	73	31	3	3	NUM
iajs-2831	73	32	.	.	NOUN
iajs-2831	73	33	1986	1986	NUM
iajs-2831	73	34	subclasses	subclass	NOUN
iajs-2831	73	35	color	color	NOUN
iajs-2831	73	36	urban	urban	PROPN
iajs-2831	73	37	drak	drak	PROPN
iajs-2831	73	38	soil	soil	PROPN
iajs-2831	73	39	whit	whit	PROPN
iajs-2831	73	40	soil	soil	NOUN
iajs-2831	73	41	tree	tree	NOUN
iajs-2831	73	42	grass	grass	NOUN
iajs-2831	73	43	natural	natural	ADJ
iajs-2831	73	44	plant	plant	NOUN
iajs-2831	73	45	water	water	NOUN
iajs-2831	73	46	ihjpas	ihjpa	VERB
iajs-2831	73	47	.	.	PUNCT
iajs-2831	74	1	53	53	NUM
iajs-2831	74	2	(	(	PUNCT
iajs-2831	74	3	3)2022	3)2022	NOUN
iajs-2831	74	4	49	49	NUM
iajs-2831	74	5	1990	1990	NUM
iajs-2831	74	6	1995	1995	NUM
iajs-2831	74	7	2000	2000	NUM
iajs-2831	74	8	2005	2005	NUM
iajs-2831	74	9	2009	2009	NUM
iajs-2831	74	10	ihjpas	ihjpa	NOUN
iajs-2831	74	11	.	.	PUNCT
iajs-2831	75	1	53	53	NUM
iajs-2831	75	2	(	(	PUNCT
iajs-2831	75	3	3)2022	3)2022	NOUN
iajs-2831	75	4	50	50	NUM
iajs-2831	75	5	2015	2015	NUM
iajs-2831	75	6	2021	2021	NUM
iajs-2831	75	7	figure3.the	figure3.the	DET
iajs-2831	75	8	study	study	NOUN
iajs-2831	75	9	area	area	NOUN
iajs-2831	75	10	image	image	NOUN
iajs-2831	75	11	after	after	ADP
iajs-2831	75	12	clipping	clip	VERB
iajs-2831	75	13	using	use	VERB
iajs-2831	75	14	pseudo	pseudo	NOUN
iajs-2831	75	15	colors	color	NOUN
iajs-2831	75	16	using	use	VERB
iajs-2831	75	17	band	band	NOUN
iajs-2831	75	18	combine	combine	VERB
iajs-2831	75	19	4,3	4,3	NUM
iajs-2831	75	20	and	and	CCONJ
iajs-2831	75	21	2	2	NUM
iajs-2831	75	22	for	for	ADP
iajs-2831	75	23	tm	tm	NOUN
iajs-2831	75	24	and	and	CCONJ
iajs-2831	75	25	5,4	5,4	NUM
iajs-2831	75	26	and	and	CCONJ
iajs-2831	75	27	3	3	NUM
iajs-2831	75	28	for	for	ADP
iajs-2831	75	29	oli	oli	ADJ
iajs-2831	75	30	compare	compare	NOUN
iajs-2831	75	31	with	with	ADP
iajs-2831	75	32	classification	classification	NOUN
iajs-2831	75	33	results	result	NOUN
iajs-2831	75	34	of	of	ADP
iajs-2831	75	35	thisscenes	thisscene	NOUN
iajs-2831	75	36	the	the	DET
iajs-2831	75	37	overall	overall	ADJ
iajs-2831	75	38	classification	classification	NOUN
iajs-2831	75	39	accuracy	accuracy	NOUN
iajs-2831	75	40	is	be	AUX
iajs-2831	75	41	calculated	calculate	VERB
iajs-2831	75	42	by	by	ADP
iajs-2831	75	43	the	the	DET
iajs-2831	75	44	equation	equation	NOUN
iajs-2831	75	45	𝑂𝑣𝑒𝑟𝑎𝑙𝑙	𝑂𝑣𝑒𝑟𝑎𝑙𝑙	PROPN
iajs-2831	75	46	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	PROPN
iajs-2831	75	47	=	=	PUNCT
iajs-2831	75	48	𝑑𝑖𝑔𝑖𝑡	𝑑𝑖𝑔𝑖𝑡	ADJ
iajs-2831	75	49	𝑜𝑓	𝑜𝑓	ADP
iajs-2831	75	50	𝑟𝑖𝑔ℎ𝑡	𝑟𝑖𝑔ℎ𝑡	PROPN
iajs-2831	75	51	𝑐𝑎𝑡𝑒𝑔𝑜𝑟𝑖𝑧𝑒𝑑	𝑐𝑎𝑡𝑒𝑔𝑜𝑟𝑖𝑧𝑒𝑑	NOUN
iajs-2831	75	52	𝑡𝑜𝑡𝑎𝑙	𝑡𝑜𝑡𝑎𝑙	PROPN
iajs-2831	75	53	𝑛𝑢𝑚𝑏𝑒𝑟	𝑛𝑢𝑚𝑏𝑒𝑟	PROPN
iajs-2831	75	54	𝑜𝑓	𝑜𝑓	AUX
iajs-2831	75	55	𝑝𝑖𝑥𝑒𝑙𝑠	𝑝𝑖𝑥𝑒𝑙𝑠	VERB
iajs-2831	75	56	×	×	PROPN
iajs-2831	75	57	100	100	NUM
iajs-2831	75	58	%	%	NOUN
iajs-2831	75	59	(	(	PUNCT
iajs-2831	75	60	1)[20],[21	1)[20],[21	NUM
iajs-2831	75	61	]	]	X
iajs-2831	75	62	the	the	DET
iajs-2831	75	63	other	other	ADJ
iajs-2831	75	64	parameter	parameter	NOUN
iajs-2831	75	65	of	of	ADP
iajs-2831	75	66	classification	classification	NOUN
iajs-2831	75	67	accuracy	accuracy	NOUN
iajs-2831	75	68	is	be	AUX
iajs-2831	75	69	the	the	DET
iajs-2831	75	70	kappa	kappa	ADJ
iajs-2831	75	71	coefficient	coefficient	NOUN
iajs-2831	75	72	,	,	PUNCT
iajs-2831	75	73	which	which	PRON
iajs-2831	75	74	can	can	AUX
iajs-2831	75	75	be	be	AUX
iajs-2831	75	76	defined	define	VERB
iajs-2831	75	77	as	as	ADP
iajs-2831	75	78	[	[	X
iajs-2831	75	79	22	22	NUM
iajs-2831	75	80	]	]	PUNCT
iajs-2831	75	81	.	.	PUNCT
iajs-2831	76	1	k	k	X
iajs-2831	76	2	=	=	PRON
iajs-2831	76	3	observed	observe	VERB
iajs-2831	76	4	accuracy−chance	accuracy−chance	NOUN
iajs-2831	76	5	agreement	agreement	NOUN
iajs-2831	76	6	1−	1−	NUM
iajs-2831	76	7	chance	chance	NOUN
iajs-2831	76	8	agreement	agreement	NOUN
iajs-2831	76	9	(	(	PUNCT
iajs-2831	76	10	2	2	X
iajs-2831	76	11	)	)	PUNCT
iajs-2831	76	12	[	[	X
iajs-2831	76	13	23	23	NUM
iajs-2831	76	14	]	]	X
iajs-2831	76	15	classification	classification	NOUN
iajs-2831	76	16	accuracy	accuracy	NOUN
iajs-2831	76	17	was	be	AUX
iajs-2831	76	18	calculated	calculate	VERB
iajs-2831	76	19	by	by	ADP
iajs-2831	76	20	comparing	compare	VERB
iajs-2831	76	21	it	it	PRON
iajs-2831	76	22	with	with	ADP
iajs-2831	76	23	the	the	DET
iajs-2831	76	24	training	training	NOUN
iajs-2831	76	25	sets	set	NOUN
iajs-2831	76	26	and	and	CCONJ
iajs-2831	76	27	as	as	SCONJ
iajs-2831	76	28	shown	show	VERB
iajs-2831	76	29	in	in	ADP
iajs-2831	76	30	table	table	NOUN
iajs-2831	76	31	3	3	NUM
iajs-2831	76	32	,	,	PUNCT
iajs-2831	76	33	where	where	SCONJ
iajs-2831	76	34	the	the	DET
iajs-2831	76	35	overall	overall	ADJ
iajs-2831	76	36	accuracy	accuracy	NOUN
iajs-2831	76	37	values	value	NOUN
iajs-2831	76	38	were	be	AUX
iajs-2831	76	39	higher	high	ADJ
iajs-2831	76	40	than	than	ADP
iajs-2831	76	41	85	85	NUM
iajs-2831	76	42	%	%	NOUN
iajs-2831	76	43	,	,	PUNCT
iajs-2831	76	44	and	and	CCONJ
iajs-2831	76	45	the	the	DET
iajs-2831	76	46	kappa	kappa	PROPN
iajs-2831	76	47	coefficient	coefficient	NOUN
iajs-2831	76	48	was	be	AUX
iajs-2831	76	49	higher	high	ADJ
iajs-2831	76	50	than	than	ADP
iajs-2831	76	51	0.8	0.8	NUM
iajs-2831	76	52	,	,	PUNCT
iajs-2831	76	53	indicating	indicate	VERB
iajs-2831	76	54	the	the	DET
iajs-2831	76	55	classification	classification	NOUN
iajs-2831	76	56	results	result	NOUN
iajs-2831	76	57	'	'	PART
iajs-2831	76	58	validity	validity	NOUN
iajs-2831	76	59	.	.	PUNCT
iajs-2831	77	1	table	table	NOUN
iajs-2831	77	2	3	3	NUM
iajs-2831	77	3	.	.	PUNCT
iajs-2831	78	1	overall	overall	ADJ
iajs-2831	78	2	classification	classification	NOUN
iajs-2831	78	3	accuracy	accuracy	NOUN
iajs-2831	78	4	percent	percent	NOUN
iajs-2831	78	5	and	and	CCONJ
iajs-2831	78	6	kappa	kappa	ADJ
iajs-2831	78	7	coefficient	coefficient	PROPN
iajs-2831	78	8	value	value	NOUN
iajs-2831	78	9	year	year	NOUN
iajs-2831	78	10	accuracy	accuracy	NOUN
iajs-2831	78	11	percent	percent	NOUN
iajs-2831	78	12	kappa	kappa	PROPN
iajs-2831	78	13	coefficient	coefficient	PROPN
iajs-2831	78	14	1986	1986	NUM
iajs-2831	78	15	88.7465	88.7465	NUM
iajs-2831	78	16	0.8587	0.8587	NUM
iajs-2831	78	17	1990	1990	NUM
iajs-2831	78	18	86.2692	86.2692	NUM
iajs-2831	78	19	0.8304	0.8304	NUM
iajs-2831	78	20	1995	1995	NUM
iajs-2831	78	21	95.6543	95.6543	NUM
iajs-2831	78	22	0.9477	0.9477	NUM
iajs-2831	78	23	2000	2000	NUM
iajs-2831	78	24	95.3631	95.3631	NUM
iajs-2831	78	25	0.9426	0.9426	NUM
iajs-2831	78	26	2005	2005	NUM
iajs-2831	78	27	93.6494	93.6494	NUM
iajs-2831	78	28	0.9248	0.9248	NUM
iajs-2831	78	29	2009	2009	NUM
iajs-2831	78	30	85.101	85.101	NUM
iajs-2831	78	31	0.818	0.818	NUM
iajs-2831	78	32	2015	2015	NUM
iajs-2831	78	33	88.9218	88.9218	NUM
iajs-2831	78	34	0.8628	0.8628	NUM
iajs-2831	78	35	2021	2021	NUM
iajs-2831	78	36	94.8222	94.8222	NUM
iajs-2831	78	37	0.9352	0.9352	NUM
iajs-2831	78	38	ihjpas	ihjpa	NOUN
iajs-2831	78	39	.	.	PUNCT
iajs-2831	79	1	53	53	NUM
iajs-2831	79	2	(	(	PUNCT
iajs-2831	79	3	3)2022	3)2022	NOUN
iajs-2831	79	4	51	51	NUM
iajs-2831	79	5	due	due	ADP
iajs-2831	79	6	to	to	ADP
iajs-2831	79	7	the	the	DET
iajs-2831	79	8	importance	importance	NOUN
iajs-2831	79	9	of	of	ADP
iajs-2831	79	10	classification	classification	NOUN
iajs-2831	79	11	accuracy	accuracy	NOUN
iajs-2831	79	12	,	,	PUNCT
iajs-2831	79	13	it	it	PRON
iajs-2831	79	14	has	have	AUX
iajs-2831	79	15	been	be	AUX
iajs-2831	79	16	studied	study	VERB
iajs-2831	79	17	with	with	ADP
iajs-2831	79	18	more	more	ADJ
iajs-2831	79	19	attention	attention	NOUN
iajs-2831	79	20	,	,	PUNCT
iajs-2831	79	21	as	as	SCONJ
iajs-2831	79	22	the	the	DET
iajs-2831	79	23	user	user	NOUN
iajs-2831	79	24	's	's	PART
iajs-2831	79	25	accuracy	accuracy	NOUN
iajs-2831	79	26	in	in	ADP
iajs-2831	79	27	selecting	select	VERB
iajs-2831	79	28	training	training	NOUN
iajs-2831	79	29	groups	group	NOUN
iajs-2831	79	30	and	and	CCONJ
iajs-2831	79	31	the	the	DET
iajs-2831	79	32	accuracy	accuracy	NOUN
iajs-2831	79	33	of	of	ADP
iajs-2831	79	34	the	the	DET
iajs-2831	79	35	classifier	classifier	NOUN
iajs-2831	79	36	in	in	ADP
iajs-2831	79	37	the	the	DET
iajs-2831	79	38	classification	classification	NOUN
iajs-2831	79	39	process	process	NOUN
iajs-2831	79	40	for	for	ADP
iajs-2831	79	41	each	each	DET
iajs-2831	79	42	class	class	NOUN
iajs-2831	79	43	were	be	AUX
iajs-2831	79	44	calculated	calculate	VERB
iajs-2831	79	45	as	as	SCONJ
iajs-2831	79	46	shown	show	VERB
iajs-2831	79	47	in	in	ADP
iajs-2831	79	48	figures	figure	NOUN
iajs-2831	79	49	4	4	NUM
iajs-2831	79	50	and	and	CCONJ
iajs-2831	79	51	5	5	NUM
iajs-2831	79	52	,	,	PUNCT
iajs-2831	79	53	respectively	respectively	ADV
iajs-2831	79	54	.	.	PUNCT
iajs-2831	80	1	figure4	figure4	ADJ
iajs-2831	80	2	.	.	PUNCT
iajs-2831	80	3	user	user	NOUN
iajs-2831	80	4	accuracy	accuracy	NOUN
iajs-2831	80	5	percent	percent	NOUN
iajs-2831	80	6	in	in	ADP
iajs-2831	80	7	figure	figure	NOUN
iajs-2831	80	8	4	4	NUM
iajs-2831	80	9	,	,	PUNCT
iajs-2831	80	10	we	we	PRON
iajs-2831	80	11	can	can	AUX
iajs-2831	80	12	notice	notice	VERB
iajs-2831	80	13	two	two	NUM
iajs-2831	80	14	distinct	distinct	ADJ
iajs-2831	80	15	behaviors	behavior	NOUN
iajs-2831	80	16	.	.	PUNCT
iajs-2831	81	1	the	the	DET
iajs-2831	81	2	first	first	ADJ
iajs-2831	81	3	is	be	AUX
iajs-2831	81	4	that	that	SCONJ
iajs-2831	81	5	the	the	DET
iajs-2831	81	6	urban	urban	ADJ
iajs-2831	81	7	class	class	NOUN
iajs-2831	81	8	achieved	achieve	VERB
iajs-2831	81	9	the	the	DET
iajs-2831	81	10	worst	bad	ADJ
iajs-2831	81	11	results	result	NOUN
iajs-2831	81	12	due	due	ADP
iajs-2831	81	13	to	to	ADP
iajs-2831	81	14	the	the	DET
iajs-2831	81	15	interference	interference	NOUN
iajs-2831	81	16	of	of	ADP
iajs-2831	81	17	soil	soil	NOUN
iajs-2831	81	18	types	type	NOUN
iajs-2831	81	19	and	and	CCONJ
iajs-2831	81	20	lack	lack	NOUN
iajs-2831	81	21	of	of	ADP
iajs-2831	81	22	satellite	satellite	NOUN
iajs-2831	81	23	accuracy	accuracy	NOUN
iajs-2831	81	24	(	(	PUNCT
iajs-2831	81	25	30	30	NUM
iajs-2831	81	26	meters	meter	NOUN
iajs-2831	81	27	)	)	PUNCT
iajs-2831	81	28	,	,	PUNCT
iajs-2831	81	29	which	which	PRON
iajs-2831	81	30	affected	affect	VERB
iajs-2831	81	31	the	the	DET
iajs-2831	81	32	user	user	NOUN
iajs-2831	81	33	’s	’s	PART
iajs-2831	81	34	ability	ability	NOUN
iajs-2831	81	35	to	to	PART
iajs-2831	81	36	choose	choose	VERB
iajs-2831	81	37	the	the	DET
iajs-2831	81	38	training	training	NOUN
iajs-2831	81	39	groups	group	NOUN
iajs-2831	81	40	more	more	ADV
iajs-2831	81	41	accurately	accurately	ADV
iajs-2831	81	42	,	,	PUNCT
iajs-2831	81	43	which	which	PRON
iajs-2831	81	44	caused	cause	VERB
iajs-2831	81	45	this	this	DET
iajs-2831	81	46	apparent	apparent	ADJ
iajs-2831	81	47	regression	regression	NOUN
iajs-2831	81	48	in	in	ADP
iajs-2831	81	49	the	the	DET
iajs-2831	81	50	results	result	NOUN
iajs-2831	81	51	.	.	PUNCT
iajs-2831	82	1	the	the	DET
iajs-2831	82	2	second	second	ADJ
iajs-2831	82	3	behavior	behavior	NOUN
iajs-2831	82	4	is	be	AUX
iajs-2831	82	5	that	that	SCONJ
iajs-2831	82	6	the	the	DET
iajs-2831	82	7	percentage	percentage	NOUN
iajs-2831	82	8	of	of	ADP
iajs-2831	82	9	the	the	DET
iajs-2831	82	10	natural	natural	ADJ
iajs-2831	82	11	plant	plant	NOUN
iajs-2831	82	12	class	class	NOUN
iajs-2831	82	13	is	be	AUX
iajs-2831	82	14	low	low	ADJ
iajs-2831	82	15	since	since	SCONJ
iajs-2831	82	16	the	the	DET
iajs-2831	82	17	natural	natural	ADJ
iajs-2831	82	18	plants	plant	NOUN
iajs-2831	82	19	are	be	AUX
iajs-2831	82	20	few	few	ADJ
iajs-2831	82	21	in	in	ADP
iajs-2831	82	22	some	some	DET
iajs-2831	82	23	years	year	NOUN
iajs-2831	82	24	.	.	PUNCT
iajs-2831	83	1	figure5	figure5	NOUN
iajs-2831	83	2	.	.	PUNCT
iajs-2831	84	1	producer	producer	NOUN
iajs-2831	84	2	accuracy	accuracy	NOUN
iajs-2831	84	3	percent	percent	NOUN
iajs-2831	84	4	we	we	PRON
iajs-2831	84	5	note	note	VERB
iajs-2831	84	6	in	in	ADP
iajs-2831	84	7	figure	figure	NOUN
iajs-2831	84	8	5	5	NUM
iajs-2831	84	9	that	that	SCONJ
iajs-2831	84	10	the	the	DET
iajs-2831	84	11	failures	failure	NOUN
iajs-2831	84	12	that	that	PRON
iajs-2831	84	13	were	be	AUX
iajs-2831	84	14	evident	evident	ADJ
iajs-2831	84	15	in	in	ADP
iajs-2831	84	16	the	the	DET
iajs-2831	84	17	user	user	NOUN
iajs-2831	84	18	accuracy	accuracy	NOUN
iajs-2831	84	19	,	,	PUNCT
iajs-2831	84	20	the	the	DET
iajs-2831	84	21	maximum	maximum	ADJ
iajs-2831	84	22	likelihood	likelihood	NOUN
iajs-2831	84	23	classifier	classifier	NOUN
iajs-2831	84	24	was	be	AUX
iajs-2831	84	25	able	able	ADJ
iajs-2831	84	26	to	to	PART
iajs-2831	84	27	exceed	exceed	VERB
iajs-2831	84	28	these	these	DET
iajs-2831	84	29	failures	failure	NOUN
iajs-2831	84	30	and	and	CCONJ
iajs-2831	84	31	cross	cross	VERB
iajs-2831	84	32	to	to	ADP
iajs-2831	84	33	70	70	NUM
iajs-2831	84	34	%	%	NOUN
iajs-2831	84	35	as	as	ADP
iajs-2831	84	36	the	the	DET
iajs-2831	84	37	lowest	low	ADJ
iajs-2831	84	38	accuracy	accuracy	NOUN
iajs-2831	84	39	value	value	NOUN
iajs-2831	84	40	,	,	PUNCT
iajs-2831	84	41	which	which	PRON
iajs-2831	84	42	is	be	AUX
iajs-2831	84	43	an	an	DET
iajs-2831	84	44	acceptable	acceptable	ADJ
iajs-2831	84	45	percentage	percentage	NOUN
iajs-2831	84	46	.	.	PUNCT
iajs-2831	85	1	however	however	ADV
iajs-2831	85	2	,	,	PUNCT
iajs-2831	85	3	despite	despite	SCONJ
iajs-2831	85	4	that	that	PRON
iajs-2831	85	5	,	,	PUNCT
iajs-2831	85	6	we	we	PRON
iajs-2831	85	7	noted	note	VERB
iajs-2831	85	8	that	that	SCONJ
iajs-2831	85	9	the	the	DET
iajs-2831	85	10	urbanization	urbanization	NOUN
iajs-2831	85	11	and	and	CCONJ
iajs-2831	85	12	natural	natural	ADJ
iajs-2831	85	13	plant	plant	NOUN
iajs-2831	85	14	classes	class	NOUN
iajs-2831	85	15	were	be	AUX
iajs-2831	85	16	still	still	ADV
iajs-2831	85	17	in	in	ADP
iajs-2831	85	18	the	the	DET
iajs-2831	85	19	lowest	low	ADJ
iajs-2831	85	20	rank	rank	NOUN
iajs-2831	85	21	of	of	ADP
iajs-2831	85	22	the	the	DET
iajs-2831	85	23	results	result	NOUN
iajs-2831	85	24	of	of	ADP
iajs-2831	85	25	the	the	DET
iajs-2831	85	26	classes	class	NOUN
iajs-2831	85	27	.	.	PUNCT
iajs-2831	86	1	the	the	DET
iajs-2831	86	2	defect	defect	NOUN
iajs-2831	86	3	in	in	ADP
iajs-2831	86	4	the	the	DET
iajs-2831	86	5	accuracy	accuracy	NOUN
iajs-2831	86	6	of	of	ADP
iajs-2831	86	7	classification	classification	NOUN
iajs-2831	86	8	caused	cause	VERB
iajs-2831	86	9	some	some	PRON
iajs-2831	86	10	of	of	ADP
iajs-2831	86	11	the	the	DET
iajs-2831	86	12	classes	class	NOUN
iajs-2831	86	13	to	to	PART
iajs-2831	86	14	be	be	AUX
iajs-2831	86	15	omitted	omit	VERB
iajs-2831	86	16	to	to	PART
iajs-2831	86	17	be	be	AUX
iajs-2831	86	18	classified	classify	VERB
iajs-2831	86	19	within	within	ADP
iajs-2831	86	20	the	the	DET
iajs-2831	86	21	correct	correct	ADJ
iajs-2831	86	22	class	class	NOUN
iajs-2831	86	23	to	to	PART
iajs-2831	86	24	which	which	PRON
iajs-2831	86	25	they	they	PRON
iajs-2831	86	26	belong	belong	VERB
iajs-2831	86	27	(	(	PUNCT
iajs-2831	86	28	omission	omission	NOUN
iajs-2831	86	29	)	)	PUNCT
iajs-2831	86	30	and	and	CCONJ
iajs-2831	86	31	to	to	PART
iajs-2831	86	32	be	be	AUX
iajs-2831	86	33	added	add	VERB
iajs-2831	86	34	to	to	ADP
iajs-2831	86	35	other	other	ADJ
iajs-2831	86	36	ihjpas	ihjpa	NOUN
iajs-2831	86	37	.	.	PUNCT
iajs-2831	87	1	53	53	NUM
iajs-2831	87	2	(	(	PUNCT
iajs-2831	87	3	3)2022	3)2022	NOUN
iajs-2831	87	4	52	52	NUM
iajs-2831	87	5	classes	class	NOUN
iajs-2831	87	6	(	(	PUNCT
iajs-2831	87	7	commission	commission	PROPN
iajs-2831	87	8	)	)	PUNCT
iajs-2831	87	9	,	,	PUNCT
iajs-2831	87	10	which	which	PRON
iajs-2831	87	11	led	lead	VERB
iajs-2831	87	12	to	to	ADP
iajs-2831	87	13	a	a	DET
iajs-2831	87	14	section	section	NOUN
iajs-2831	87	15	of	of	ADP
iajs-2831	87	16	the	the	DET
iajs-2831	87	17	classes	class	NOUN
iajs-2831	87	18	being	be	AUX
iajs-2831	87	19	calculated	calculate	VERB
iajs-2831	87	20	more	more	ADV
iajs-2831	87	21	or	or	CCONJ
iajs-2831	87	22	less	less	ADJ
iajs-2831	87	23	than	than	ADP
iajs-2831	87	24	the	the	DET
iajs-2831	87	25	correct	correct	ADJ
iajs-2831	87	26	ratio	ratio	NOUN
iajs-2831	87	27	of	of	ADP
iajs-2831	87	28	representing	represent	VERB
iajs-2831	87	29	the	the	DET
iajs-2831	87	30	class	class	NOUN
iajs-2831	87	31	in	in	ADP
iajs-2831	87	32	the	the	DET
iajs-2831	87	33	land	land	NOUN
iajs-2831	87	34	cover	cover	NOUN
iajs-2831	87	35	of	of	ADP
iajs-2831	87	36	the	the	DET
iajs-2831	87	37	study	study	NOUN
iajs-2831	87	38	area	area	NOUN
iajs-2831	87	39	.	.	PUNCT
iajs-2831	88	1	figures	figure	NOUN
iajs-2831	88	2	6	6	NUM
iajs-2831	88	3	and	and	CCONJ
iajs-2831	88	4	7	7	NUM
iajs-2831	88	5	illustrate	illustrate	VERB
iajs-2831	88	6	the	the	DET
iajs-2831	88	7	percentage	percentage	NOUN
iajs-2831	88	8	of	of	ADP
iajs-2831	88	9	omissions	omission	NOUN
iajs-2831	88	10	and	and	CCONJ
iajs-2831	88	11	commission	commission	NOUN
iajs-2831	88	12	for	for	ADP
iajs-2831	88	13	each	each	DET
iajs-2831	88	14	class	class	NOUN
iajs-2831	88	15	and	and	CCONJ
iajs-2831	88	16	all	all	DET
iajs-2831	88	17	adopted	adopt	VERB
iajs-2831	88	18	years	year	NOUN
iajs-2831	88	19	,	,	PUNCT
iajs-2831	88	20	respectively	respectively	ADV
iajs-2831	88	21	.	.	PUNCT
iajs-2831	89	1	figure	figure	NOUN
iajs-2831	89	2	6.omission	6.omission	NUM
iajs-2831	89	3	percent	percent	NOUN
iajs-2831	89	4	figure7.commission	figure7.commission	NOUN
iajs-2831	89	5	percent	percent	NOUN
iajs-2831	89	6	to	to	PART
iajs-2831	89	7	identify	identify	VERB
iajs-2831	89	8	the	the	DET
iajs-2831	89	9	errors	error	NOUN
iajs-2831	89	10	of	of	ADP
iajs-2831	89	11	omission	omission	NOUN
iajs-2831	89	12	and	and	CCONJ
iajs-2831	89	13	commission	commission	NOUN
iajs-2831	89	14	in	in	ADP
iajs-2831	89	15	the	the	DET
iajs-2831	89	16	classification	classification	NOUN
iajs-2831	89	17	process	process	NOUN
iajs-2831	89	18	,	,	PUNCT
iajs-2831	89	19	and	and	CCONJ
iajs-2831	89	20	based	base	VERB
iajs-2831	89	21	on	on	ADP
iajs-2831	89	22	the	the	DET
iajs-2831	89	23	values	value	NOUN
iajs-2831	89	24	of	of	ADP
iajs-2831	89	25	omission	omission	NOUN
iajs-2831	89	26	and	and	CCONJ
iajs-2831	89	27	commission	commission	NOUN
iajs-2831	89	28	,	,	PUNCT
iajs-2831	89	29	20	20	NUM
iajs-2831	89	30	%	%	NOUN
iajs-2831	89	31	for	for	ADP
iajs-2831	89	32	commission	commission	NOUN
iajs-2831	89	33	and	and	CCONJ
iajs-2831	89	34	10	10	NUM
iajs-2831	89	35	%	%	NOUN
iajs-2831	89	36	for	for	ADP
iajs-2831	89	37	omission	omission	NOUN
iajs-2831	89	38	were	be	AUX
iajs-2831	89	39	chosen	choose	VERB
iajs-2831	89	40	as	as	ADP
iajs-2831	89	41	critical	critical	ADJ
iajs-2831	89	42	limits	limit	NOUN
iajs-2831	89	43	.	.	PUNCT
iajs-2831	90	1	the	the	DET
iajs-2831	90	2	errors	error	NOUN
iajs-2831	90	3	that	that	PRON
iajs-2831	90	4	accompanied	accompany	VERB
iajs-2831	90	5	the	the	DET
iajs-2831	90	6	classification	classification	NOUN
iajs-2831	90	7	process	process	NOUN
iajs-2831	90	8	,	,	PUNCT
iajs-2831	90	9	such	such	ADJ
iajs-2831	90	10	as	as	ADP
iajs-2831	90	11	commission	commission	NOUN
iajs-2831	90	12	or	or	CCONJ
iajs-2831	90	13	omission	omission	NOUN
iajs-2831	90	14	between	between	ADP
iajs-2831	90	15	the	the	DET
iajs-2831	90	16	classes	class	NOUN
iajs-2831	90	17	and	and	CCONJ
iajs-2831	90	18	the	the	DET
iajs-2831	90	19	reasons	reason	NOUN
iajs-2831	90	20	for	for	ADP
iajs-2831	90	21	that	that	PRON
iajs-2831	90	22	,	,	PUNCT
iajs-2831	90	23	were	be	AUX
iajs-2831	90	24	identified	identify	VERB
iajs-2831	90	25	,	,	PUNCT
iajs-2831	90	26	as	as	SCONJ
iajs-2831	90	27	shown	show	VERB
iajs-2831	90	28	in	in	ADP
iajs-2831	90	29	table	table	NOUN
iajs-2831	90	30	4	4	NUM
iajs-2831	90	31	.	.	PUNCT
iajs-2831	90	32	table	table	NOUN
iajs-2831	90	33	4	4	NUM
iajs-2831	90	34	.	.	PUNCT
iajs-2831	91	1	the	the	DET
iajs-2831	91	2	omission	omission	NOUN
iajs-2831	91	3	and	and	CCONJ
iajs-2831	91	4	the	the	DET
iajs-2831	91	5	commission	commission	NOUN
iajs-2831	91	6	between	between	ADP
iajs-2831	91	7	the	the	DET
iajs-2831	91	8	classes	class	NOUN
iajs-2831	91	9	year	year	NOUN
iajs-2831	91	10	omission	omission	NOUN
iajs-2831	91	11	commission	commission	NOUN
iajs-2831	91	12	notes	note	VERB
iajs-2831	91	13	1986	1986	NUM
iajs-2831	91	14	water	water	NOUN
iajs-2831	91	15	→	→	SYM
iajs-2831	91	16	commission	commission	NOUN
iajs-2831	91	17	to	to	ADP
iajs-2831	91	18	different	different	ADJ
iajs-2831	91	19	classes	class	NOUN
iajs-2831	91	20	dark	dark	ADJ
iajs-2831	91	21	soil	soil	NOUN
iajs-2831	91	22	→	→	PUNCT
iajs-2831	91	23	urban	urban	ADJ
iajs-2831	91	24	the	the	DET
iajs-2831	91	25	two	two	NUM
iajs-2831	91	26	classes	class	NOUN
iajs-2831	91	27	are	be	AUX
iajs-2831	91	28	interfering	interfere	VERB
iajs-2831	91	29	white	white	ADJ
iajs-2831	91	30	soil	soil	NOUN
iajs-2831	91	31	→	→	SYM
iajs-2831	91	32	tree	tree	NOUN
iajs-2831	91	33	→	→	SYM
iajs-2831	91	34	naturalplant	naturalplant	ADJ
iajs-2831	91	35	belong	belong	VERB
iajs-2831	91	36	to	to	ADP
iajs-2831	91	37	the	the	DET
iajs-2831	91	38	same	same	ADJ
iajs-2831	91	39	main	main	ADJ
iajs-2831	91	40	class	class	NOUN
iajs-2831	91	41	1990	1990	NUM
iajs-2831	91	42	water	water	NOUN
iajs-2831	91	43	→	→	SYM
iajs-2831	91	44	commission	commission	NOUN
iajs-2831	91	45	to	to	ADP
iajs-2831	91	46	different	different	ADJ
iajs-2831	91	47	classes	class	NOUN
iajs-2831	91	48	dark	dark	ADJ
iajs-2831	91	49	soil	soil	NOUN
iajs-2831	91	50	→	→	PUNCT
iajs-2831	91	51	urban	urban	ADJ
iajs-2831	91	52	the	the	DET
iajs-2831	91	53	two	two	NUM
iajs-2831	91	54	classes	class	NOUN
iajs-2831	91	55	are	be	AUX
iajs-2831	91	56	interfering	interfere	VERB
iajs-2831	91	57	2005	2005	NUM
iajs-2831	91	58	urban	urban	ADJ
iajs-2831	91	59	→	→	SYM
iajs-2831	91	60	dark	dark	ADJ
iajs-2831	91	61	soil	soil	NOUN
iajs-2831	91	62	the	the	DET
iajs-2831	91	63	two	two	NUM
iajs-2831	91	64	classes	class	NOUN
iajs-2831	91	65	are	be	AUX
iajs-2831	91	66	interfering	interfere	VERB
iajs-2831	91	67	dark	dark	ADJ
iajs-2831	91	68	soil	soil	NOUN
iajs-2831	91	69	→	→	PUNCT
iajs-2831	91	70	urban	urban	ADJ
iajs-2831	91	71	the	the	DET
iajs-2831	91	72	two	two	NUM
iajs-2831	91	73	classes	class	NOUN
iajs-2831	91	74	are	be	AUX
iajs-2831	91	75	interfering	interfere	VERB
iajs-2831	91	76	ihjpas	ihjpa	NOUN
iajs-2831	91	77	.	.	PUNCT
iajs-2831	92	1	53	53	NUM
iajs-2831	92	2	(	(	PUNCT
iajs-2831	92	3	3)2022	3)2022	NOUN
iajs-2831	92	4	53	53	NUM
iajs-2831	92	5	2009	2009	NUM
iajs-2831	92	6	urban	urban	ADJ
iajs-2831	92	7	→	→	SYM
iajs-2831	92	8	white	white	ADJ
iajs-2831	92	9	soil	soil	NOUN
iajs-2831	92	10	the	the	DET
iajs-2831	92	11	two	two	NUM
iajs-2831	92	12	classes	class	NOUN
iajs-2831	92	13	are	be	AUX
iajs-2831	92	14	interfering	interfere	VERB
iajs-2831	92	15	dark	dark	ADJ
iajs-2831	92	16	soil	soil	NOUN
iajs-2831	92	17	→	→	PUNCT
iajs-2831	92	18	urban	urban	ADJ
iajs-2831	92	19	the	the	DET
iajs-2831	92	20	two	two	NUM
iajs-2831	92	21	classes	class	NOUN
iajs-2831	92	22	are	be	AUX
iajs-2831	92	23	interfering	interfere	VERB
iajs-2831	92	24	2015	2015	NUM
iajs-2831	92	25	urban	urban	ADJ
iajs-2831	92	26	→	→	SYM
iajs-2831	92	27	dark	dark	ADJ
iajs-2831	92	28	soil	soil	NOUN
iajs-2831	92	29	the	the	DET
iajs-2831	92	30	two	two	NUM
iajs-2831	92	31	classes	class	NOUN
iajs-2831	92	32	are	be	AUX
iajs-2831	92	33	interfering	interfere	VERB
iajs-2831	92	34	water	water	NOUN
iajs-2831	92	35	commission	commission	NOUN
iajs-2831	92	36	to	to	ADP
iajs-2831	92	37	different	different	ADJ
iajs-2831	92	38	classes	class	NOUN
iajs-2831	92	39	to	to	PART
iajs-2831	92	40	determine	determine	VERB
iajs-2831	92	41	the	the	DET
iajs-2831	92	42	changes	change	NOUN
iajs-2831	92	43	in	in	ADP
iajs-2831	92	44	the	the	DET
iajs-2831	92	45	land	land	NOUN
iajs-2831	92	46	cover	cover	NOUN
iajs-2831	92	47	of	of	ADP
iajs-2831	92	48	the	the	DET
iajs-2831	92	49	city	city	NOUN
iajs-2831	92	50	of	of	ADP
iajs-2831	92	51	mahmudiyah	mahmudiyah	NOUN
iajs-2831	92	52	during	during	ADP
iajs-2831	92	53	the	the	DET
iajs-2831	92	54	past	past	ADJ
iajs-2831	92	55	three	three	NUM
iajs-2831	92	56	decades	decade	NOUN
iajs-2831	92	57	,	,	PUNCT
iajs-2831	92	58	the	the	DET
iajs-2831	92	59	year	year	NOUN
iajs-2831	92	60	1986	1986	NUM
iajs-2831	92	61	was	be	AUX
iajs-2831	92	62	chosen	choose	VERB
iajs-2831	92	63	as	as	ADP
iajs-2831	92	64	a	a	DET
iajs-2831	92	65	reference	reference	NOUN
iajs-2831	92	66	year	year	NOUN
iajs-2831	92	67	to	to	PART
iajs-2831	92	68	compare	compare	VERB
iajs-2831	92	69	the	the	DET
iajs-2831	92	70	constancy	constancy	NOUN
iajs-2831	92	71	of	of	ADP
iajs-2831	92	72	each	each	DET
iajs-2831	92	73	class	class	NOUN
iajs-2831	92	74	of	of	ADP
iajs-2831	92	75	land	land	NOUN
iajs-2831	92	76	cover	cover	NOUN
iajs-2831	92	77	with	with	ADP
iajs-2831	92	78	time	time	NOUN
iajs-2831	92	79	,	,	PUNCT
iajs-2831	92	80	as	as	SCONJ
iajs-2831	92	81	shown	show	VERB
iajs-2831	92	82	in	in	ADP
iajs-2831	92	83	figure	figure	NOUN
iajs-2831	92	84	8	8	NUM
iajs-2831	92	85	.	.	PUNCT
iajs-2831	93	1	figure8.the	figure8.the	DET
iajs-2831	93	2	constancy	constancy	NOUN
iajs-2831	93	3	percentage	percentage	NOUN
iajs-2831	93	4	of	of	ADP
iajs-2831	93	5	the	the	DET
iajs-2831	93	6	class	class	NOUN
iajs-2831	93	7	for	for	ADP
iajs-2831	93	8	the	the	DET
iajs-2831	93	9	adopted	adopt	VERB
iajs-2831	93	10	years	year	NOUN
iajs-2831	93	11	furthermore	furthermore	ADV
iajs-2831	93	12	,	,	PUNCT
iajs-2831	93	13	we	we	PRON
iajs-2831	93	14	noted	note	VERB
iajs-2831	93	15	that	that	SCONJ
iajs-2831	93	16	the	the	DET
iajs-2831	93	17	urban	urban	ADJ
iajs-2831	93	18	class	class	NOUN
iajs-2831	93	19	was	be	AUX
iajs-2831	93	20	one	one	NUM
iajs-2831	93	21	of	of	ADP
iajs-2831	93	22	the	the	DET
iajs-2831	93	23	most	most	ADV
iajs-2831	93	24	constancy	constancy	NOUN
iajs-2831	93	25	classes	class	NOUN
iajs-2831	93	26	.	.	PUNCT
iajs-2831	94	1	however	however	ADV
iajs-2831	94	2	,	,	PUNCT
iajs-2831	94	3	the	the	DET
iajs-2831	94	4	percentage	percentage	NOUN
iajs-2831	94	5	is	be	AUX
iajs-2831	94	6	less	less	ADJ
iajs-2831	94	7	than	than	ADP
iajs-2831	94	8	50	50	NUM
iajs-2831	94	9	%	%	NOUN
iajs-2831	94	10	,	,	PUNCT
iajs-2831	94	11	which	which	PRON
iajs-2831	94	12	is	be	AUX
iajs-2831	94	13	due	due	ADJ
iajs-2831	94	14	to	to	ADP
iajs-2831	94	15	the	the	DET
iajs-2831	94	16	urban	urban	ADJ
iajs-2831	94	17	expansion	expansion	NOUN
iajs-2831	94	18	of	of	ADP
iajs-2831	94	19	the	the	DET
iajs-2831	94	20	city	city	NOUN
iajs-2831	94	21	as	as	ADV
iajs-2831	94	22	well	well	ADV
iajs-2831	94	23	as	as	ADP
iajs-2831	94	24	the	the	DET
iajs-2831	94	25	errors	error	NOUN
iajs-2831	94	26	that	that	PRON
iajs-2831	94	27	occurred	occur	VERB
iajs-2831	94	28	in	in	ADP
iajs-2831	94	29	the	the	DET
iajs-2831	94	30	classification	classification	NOUN
iajs-2831	94	31	process	process	NOUN
iajs-2831	94	32	due	due	ADP
iajs-2831	94	33	to	to	ADP
iajs-2831	94	34	omission	omission	NOUN
iajs-2831	94	35	and	and	CCONJ
iajs-2831	94	36	commission	commission	NOUN
iajs-2831	94	37	between	between	ADP
iajs-2831	94	38	the	the	DET
iajs-2831	94	39	classes	class	NOUN
iajs-2831	94	40	.	.	PUNCT
iajs-2831	95	1	the	the	DET
iajs-2831	95	2	natural	natural	ADJ
iajs-2831	95	3	plant	plant	NOUN
iajs-2831	95	4	is	be	AUX
iajs-2831	95	5	one	one	NUM
iajs-2831	95	6	of	of	ADP
iajs-2831	95	7	the	the	DET
iajs-2831	95	8	classes	class	NOUN
iajs-2831	95	9	whose	whose	DET
iajs-2831	95	10	constancy	constancy	NOUN
iajs-2831	95	11	was	be	AUX
iajs-2831	95	12	good	good	ADJ
iajs-2831	95	13	compared	compare	VERB
iajs-2831	95	14	to	to	ADP
iajs-2831	95	15	the	the	DET
iajs-2831	95	16	rest	rest	NOUN
iajs-2831	95	17	.	.	PUNCT
iajs-2831	96	1	this	this	PRON
iajs-2831	96	2	is	be	AUX
iajs-2831	96	3	due	due	ADJ
iajs-2831	96	4	to	to	ADP
iajs-2831	96	5	the	the	DET
iajs-2831	96	6	largely	largely	ADV
iajs-2831	96	7	uninhabited	uninhabited	ADJ
iajs-2831	96	8	areas	area	NOUN
iajs-2831	96	9	in	in	ADP
iajs-2831	96	10	the	the	DET
iajs-2831	96	11	mahmudiyah	mahmudiyah	NOUN
iajs-2831	96	12	area	area	NOUN
iajs-2831	96	13	suitable	suitable	ADJ
iajs-2831	96	14	for	for	ADP
iajs-2831	96	15	the	the	DET
iajs-2831	96	16	growth	growth	NOUN
iajs-2831	96	17	of	of	ADP
iajs-2831	96	18	natural	natural	ADJ
iajs-2831	96	19	plants	plant	NOUN
iajs-2831	96	20	characterized	characterize	VERB
iajs-2831	96	21	by	by	ADP
iajs-2831	96	22	their	their	PRON
iajs-2831	96	23	resistance	resistance	NOUN
iajs-2831	96	24	to	to	ADP
iajs-2831	96	25	drought	drought	NOUN
iajs-2831	96	26	despite	despite	SCONJ
iajs-2831	96	27	the	the	DET
iajs-2831	96	28	decrease	decrease	NOUN
iajs-2831	96	29	in	in	ADP
iajs-2831	96	30	these	these	DET
iajs-2831	96	31	areas	area	NOUN
iajs-2831	96	32	due	due	ADJ
iajs-2831	96	33	to	to	ADP
iajs-2831	96	34	human	human	ADJ
iajs-2831	96	35	activity	activity	NOUN
iajs-2831	96	36	in	in	ADP
iajs-2831	96	37	the	the	DET
iajs-2831	96	38	city	city	NOUN
iajs-2831	96	39	.	.	PUNCT
iajs-2831	97	1	as	as	ADP
iajs-2831	97	2	for	for	ADP
iajs-2831	97	3	the	the	DET
iajs-2831	97	4	class	class	NOUN
iajs-2831	97	5	of	of	ADP
iajs-2831	97	6	water	water	NOUN
iajs-2831	97	7	,	,	PUNCT
iajs-2831	97	8	grass	grass	NOUN
iajs-2831	97	9	,	,	PUNCT
iajs-2831	97	10	and	and	CCONJ
iajs-2831	97	11	trees	tree	NOUN
iajs-2831	97	12	,	,	PUNCT
iajs-2831	97	13	it	it	PRON
iajs-2831	97	14	has	have	AUX
iajs-2831	97	15	gradually	gradually	ADV
iajs-2831	97	16	declined	decline	VERB
iajs-2831	97	17	due	due	ADP
iajs-2831	97	18	to	to	ADP
iajs-2831	97	19	the	the	DET
iajs-2831	97	20	drought	drought	NOUN
iajs-2831	97	21	period	period	NOUN
iajs-2831	97	22	that	that	PRON
iajs-2831	97	23	iraq	iraq	PROPN
iajs-2831	97	24	suffered	suffer	VERB
iajs-2831	97	25	in	in	ADP
iajs-2831	97	26	general	general	ADJ
iajs-2831	97	27	.	.	PUNCT
iajs-2831	98	1	the	the	DET
iajs-2831	98	2	constancy	constancy	NOUN
iajs-2831	98	3	rate	rate	NOUN
iajs-2831	98	4	of	of	ADP
iajs-2831	98	5	soil	soil	NOUN
iajs-2831	98	6	classes	class	NOUN
iajs-2831	98	7	continued	continue	VERB
iajs-2831	98	8	to	to	PART
iajs-2831	98	9	fluctuate	fluctuate	VERB
iajs-2831	98	10	,	,	PUNCT
iajs-2831	98	11	increasing	increase	VERB
iajs-2831	98	12	and	and	CCONJ
iajs-2831	98	13	decreasing	decrease	VERB
iajs-2831	98	14	,	,	PUNCT
iajs-2831	98	15	due	due	ADP
iajs-2831	98	16	to	to	ADP
iajs-2831	98	17	its	its	PRON
iajs-2831	98	18	impact	impact	NOUN
iajs-2831	98	19	on	on	ADP
iajs-2831	98	20	climatic	climatic	ADJ
iajs-2831	98	21	conditions	condition	NOUN
iajs-2831	98	22	and	and	CCONJ
iajs-2831	98	23	human	human	ADJ
iajs-2831	98	24	activity	activity	NOUN
iajs-2831	98	25	in	in	ADP
iajs-2831	98	26	the	the	DET
iajs-2831	98	27	study	study	NOUN
iajs-2831	98	28	area	area	NOUN
iajs-2831	98	29	.	.	PUNCT
iajs-2831	99	1	5	5	X
iajs-2831	99	2	.	.	X
iajs-2831	99	3	conclusions	conclusion	NOUN
iajs-2831	99	4	the	the	DET
iajs-2831	99	5	land	land	NOUN
iajs-2831	99	6	cover	cover	NOUN
iajs-2831	99	7	of	of	ADP
iajs-2831	99	8	mahmudiyah	mahmudiyah	NOUN
iajs-2831	99	9	city	city	NOUN
iajs-2831	99	10	suffered	suffer	VERB
iajs-2831	99	11	from	from	ADP
iajs-2831	99	12	changes	change	NOUN
iajs-2831	99	13	due	due	ADJ
iajs-2831	99	14	to	to	ADP
iajs-2831	99	15	climatic	climatic	ADJ
iajs-2831	99	16	conditions	condition	NOUN
iajs-2831	99	17	and	and	CCONJ
iajs-2831	99	18	human	human	ADJ
iajs-2831	99	19	activity	activity	NOUN
iajs-2831	99	20	,	,	PUNCT
iajs-2831	99	21	so	so	ADV
iajs-2831	99	22	the	the	DET
iajs-2831	99	23	highest	high	ADJ
iajs-2831	99	24	percentage	percentage	NOUN
iajs-2831	99	25	of	of	ADP
iajs-2831	99	26	constancy	constancy	NOUN
iajs-2831	99	27	compared	compare	VERB
iajs-2831	99	28	to	to	ADP
iajs-2831	99	29	1986	1986	NUM
iajs-2831	99	30	was	be	AUX
iajs-2831	99	31	for	for	ADP
iajs-2831	99	32	the	the	DET
iajs-2831	99	33	urban	urban	ADJ
iajs-2831	99	34	class	class	NOUN
iajs-2831	99	35	,	,	PUNCT
iajs-2831	99	36	which	which	PRON
iajs-2831	99	37	was	be	AUX
iajs-2831	99	38	less	less	ADJ
iajs-2831	99	39	than	than	ADP
iajs-2831	99	40	50	50	NUM
iajs-2831	99	41	%	%	NOUN
iajs-2831	99	42	.	.	PUNCT
iajs-2831	100	1	because	because	SCONJ
iajs-2831	100	2	of	of	ADP
iajs-2831	100	3	a	a	DET
iajs-2831	100	4	large	large	ADJ
iajs-2831	100	5	number	number	NOUN
iajs-2831	100	6	of	of	ADP
iajs-2831	100	7	varieties	variety	NOUN
iajs-2831	100	8	in	in	ADP
iajs-2831	100	9	the	the	DET
iajs-2831	100	10	study	study	NOUN
iajs-2831	100	11	area	area	NOUN
iajs-2831	100	12	,	,	PUNCT
iajs-2831	100	13	some	some	PRON
iajs-2831	100	14	of	of	ADP
iajs-2831	100	15	which	which	PRON
iajs-2831	100	16	have	have	VERB
iajs-2831	100	17	similar	similar	ADJ
iajs-2831	100	18	spectral	spectral	ADJ
iajs-2831	100	19	responses	response	NOUN
iajs-2831	100	20	,	,	PUNCT
iajs-2831	100	21	as	as	ADV
iajs-2831	100	22	well	well	ADV
iajs-2831	100	23	as	as	ADP
iajs-2831	100	24	the	the	DET
iajs-2831	100	25	lack	lack	NOUN
iajs-2831	100	26	of	of	ADP
iajs-2831	100	27	spatial	spatial	ADJ
iajs-2831	100	28	resolution	resolution	NOUN
iajs-2831	100	29	of	of	ADP
iajs-2831	100	30	the	the	DET
iajs-2831	100	31	scenes	scene	NOUN
iajs-2831	100	32	(	(	PUNCT
iajs-2831	100	33	30	30	NUM
iajs-2831	100	34	m	m	NOUN
iajs-2831	100	35	)	)	PUNCT
iajs-2831	100	36	.	.	PUNCT
iajs-2831	101	1	this	this	PRON
iajs-2831	101	2	led	lead	VERB
iajs-2831	101	3	to	to	ADP
iajs-2831	101	4	varieties	variety	NOUN
iajs-2831	101	5	(	(	PUNCT
iajs-2831	101	6	especially	especially	ADV
iajs-2831	101	7	the	the	DET
iajs-2831	101	8	urban	urban	ADJ
iajs-2831	101	9	and	and	CCONJ
iajs-2831	101	10	soil	soil	NOUN
iajs-2831	101	11	classes	class	NOUN
iajs-2831	101	12	)	)	PUNCT
iajs-2831	101	13	that	that	PRON
iajs-2831	101	14	suffered	suffer	VERB
iajs-2831	101	15	from	from	ADP
iajs-2831	101	16	omission	omission	NOUN
iajs-2831	101	17	and	and	CCONJ
iajs-2831	101	18	commission	commission	NOUN
iajs-2831	101	19	in	in	ADP
iajs-2831	101	20	the	the	DET
iajs-2831	101	21	classification	classification	NOUN
iajs-2831	101	22	process	process	NOUN
iajs-2831	101	23	,	,	PUNCT
iajs-2831	101	24	which	which	PRON
iajs-2831	101	25	decreased	decrease	VERB
iajs-2831	101	26	the	the	DET
iajs-2831	101	27	classification	classification	NOUN
iajs-2831	101	28	accuracy	accuracy	NOUN
iajs-2831	101	29	of	of	ADP
iajs-2831	101	30	the	the	DET
iajs-2831	101	31	component	component	NOUN
iajs-2831	101	32	's	's	PART
iajs-2831	101	33	land	land	NOUN
iajs-2831	101	34	cover	cover	NOUN
iajs-2831	101	35	.	.	PUNCT
iajs-2831	102	1	ihjpas	ihjpas	PROPN
iajs-2831	102	2	.	.	PUNCT
iajs-2831	103	1	53	53	NUM
iajs-2831	103	2	(	(	PUNCT
iajs-2831	103	3	3)2022	3)2022	NOUN
iajs-2831	103	4	54	54	NUM
iajs-2831	103	5	references	reference	NOUN
iajs-2831	103	6	1.abduljabbar	1.abduljabbar	NUM
iajs-2831	103	7	,	,	PUNCT
iajs-2831	103	8	h.	h.	PROPN
iajs-2831	103	9	;	;	PUNCT
iajs-2831	103	10	hatem	hatem	PROPN
iajs-2831	103	11	,	,	PUNCT
iajs-2831	103	12	a.	a.	PROPN
iajs-2831	103	13	;	;	PUNCT
iajs-2831	103	14	al	al	PROPN
iajs-2831	103	15	-	-	PUNCT
iajs-2831	103	16	jasim	jasim	PROPN
iajs-2831	103	17	,	,	PUNCT
iajs-2831	103	18	a.	a.	NOUN
iajs-2831	103	19	;	;	PUNCT
iajs-2831	103	20	desertification	desertification	NOUN
iajs-2831	103	21	monitoring	monitoring	NOUN
iajs-2831	103	22	in	in	ADP
iajs-2831	103	23	the	the	DET
iajs-2831	103	24	south	south	NOUN
iajs-2831	103	25	-	-	PUNCT
iajs-2831	103	26	west	west	NOUN
iajs-2831	103	27	of	of	ADP
iajs-2831	103	28	iraqi	iraqi	ADJ
iajs-2831	103	29	using	use	VERB
iajs-2831	103	30	fuzzy	fuzzy	ADJ
iajs-2831	103	31	inference	inference	NOUN
iajs-2831	103	32	system	system	NOUN
iajs-2831	103	33	.	.	PUNCT
iajs-2831	104	1	neuroquantology	neuroquantology	NOUN
iajs-2831	104	2	2020	2020	NUM
iajs-2831	104	3	,	,	PUNCT
iajs-2831	104	4	18	18	NUM
iajs-2831	104	5	,	,	PUNCT
iajs-2831	104	6	1–11	1–11	PROPN
iajs-2831	104	7	.	.	PUNCT
iajs-2831	105	1	2.barrett	2.barrett	NUM
iajs-2831	105	2	,	,	PUNCT
iajs-2831	105	3	e.c	e.c	PROPN
iajs-2831	105	4	.	.	PROPN
iajs-2831	105	5	;	;	PUNCT
iajs-2831	105	6	introduction	introduction	NOUN
iajs-2831	105	7	to	to	ADP
iajs-2831	105	8	environmental	environmental	ADJ
iajs-2831	105	9	remote	remote	ADJ
iajs-2831	105	10	sensing	sensing	NOUN
iajs-2831	105	11	;	;	PUNCT
iajs-2831	105	12	fourth	fourth	ADJ
iajs-2831	105	13	edition	edition	NOUN
iajs-2831	105	14	.	.	PUNCT
iajs-2831	106	1	;	;	PUNCT
iajs-2831	106	2	routledge	routledge	PROPN
iajs-2831	106	3	:	:	PUNCT
iajs-2831	106	4	new	new	PROPN
iajs-2831	106	5	york	york	PROPN
iajs-2831	106	6	,	,	PUNCT
iajs-2831	106	7	2006	2006	NUM
iajs-2831	106	8	;	;	PUNCT
iajs-2831	106	9	isbn	isbn	ADJ
iajs-2831	106	10	isbn	isbn	PROPN
iajs-2831	106	11	0	0	NUM
iajs-2831	106	12	412	412	NUM
iajs-2831	106	13	37170	37170	NUM
iajs-2831	106	14	7	7	NUM
iajs-2831	106	15	.	.	X
iajs-2831	107	1	3.mohammed	3.mohammed	NUM
iajs-2831	107	2	,	,	PUNCT
iajs-2831	107	3	m.a	m.a	PROPN
iajs-2831	107	4	.	.	PROPN
iajs-2831	107	5	;	;	PUNCT
iajs-2831	107	6	hatem	hatem	PROPN
iajs-2831	107	7	,	,	PUNCT
iajs-2831	107	8	a.j	a.j	PROPN
iajs-2831	107	9	.	.	PROPN
iajs-2831	107	10	;	;	PUNCT
iajs-2831	107	11	change	change	NOUN
iajs-2831	107	12	detection	detection	NOUN
iajs-2831	107	13	of	of	ADP
iajs-2831	107	14	the	the	DET
iajs-2831	107	15	land	land	NOUN
iajs-2831	107	16	cover	cover	NOUN
iajs-2831	107	17	for	for	ADP
iajs-2831	107	18	three	three	NUM
iajs-2831	107	19	decades	decade	NOUN
iajs-2831	107	20	using	use	VERB
iajs-2831	107	21	remote	remote	ADJ
iajs-2831	107	22	sensing	sense	VERB
iajs-2831	107	23	data	datum	NOUN
iajs-2831	107	24	and	and	CCONJ
iajs-2831	107	25	geographic	geographic	ADJ
iajs-2831	107	26	information	information	NOUN
iajs-2831	107	27	system	system	NOUN
iajs-2831	107	28	.	.	PUNCT
iajs-2831	108	1	aip	aip	PROPN
iajs-2831	108	2	conference	conference	PROPN
iajs-2831	108	3	proceedings,2020,2307	proceedings,2020,2307	PROPN
iajs-2831	108	4	,	,	PUNCT
iajs-2831	108	5	020029	020029	NUM
iajs-2831	108	6	.	.	PUNCT
iajs-2831	109	1	4.abduljabbar	4.abduljabbar	NUM
iajs-2831	109	2	,	,	PUNCT
iajs-2831	109	3	h.m	h.m	PROPN
iajs-2831	109	4	.	.	PROPN
iajs-2831	109	5	;	;	PUNCT
iajs-2831	109	6	satellite	satellite	NOUN
iajs-2831	109	7	images	image	NOUN
iajs-2831	109	8	fusion	fusion	NOUN
iajs-2831	109	9	using	use	VERB
iajs-2831	109	10	modified	modified	ADJ
iajs-2831	109	11	pca	pca	NOUN
iajs-2831	109	12	substitution	substitution	NOUN
iajs-2831	109	13	method	method	NOUN
iajs-2831	109	14	.	.	PUNCT
iajs-2831	110	1	ibn	ibn	PROPN
iajs-2831	110	2	al	al	PROPN
iajs-2831	110	3	-	-	PUNCT
iajs-2831	110	4	haitham	haitham	PROPN
iajs-2831	110	5	journal	journal	PROPN
iajs-2831	110	6	for	for	ADP
iajs-2831	110	7	pure	pure	ADJ
iajs-2831	110	8	and	and	CCONJ
iajs-2831	110	9	applied	applied	ADJ
iajs-2831	110	10	science2017,30,29–37	science2017,30,29–37	NOUN
iajs-2831	110	11	.	.	PUNCT
iajs-2831	111	1	5.richards	5.richards	NUM
iajs-2831	111	2	,	,	PUNCT
iajs-2831	111	3	j.a	j.a	PROPN
iajs-2831	111	4	.	.	PROPN
iajs-2831	111	5	;	;	PUNCT
iajs-2831	111	6	richards	richards	PROPN
iajs-2831	111	7	,	,	PUNCT
iajs-2831	111	8	j.	j.	PROPN
iajs-2831	111	9	;	;	PUNCT
iajs-2831	111	10	remote	remote	ADJ
iajs-2831	111	11	sensing	sense	VERB
iajs-2831	111	12	digital	digital	ADJ
iajs-2831	111	13	image	image	NOUN
iajs-2831	111	14	analysis	analysis	NOUN
iajs-2831	111	15	,	,	PUNCT
iajs-2831	111	16	springer	springer	NOUN
iajs-2831	111	17	,	,	PUNCT
iajs-2831	111	18	1999,3	1999,3	NOUN
iajs-2831	111	19	.	.	PUNCT
iajs-2831	111	20	6.anderson	6.anderson	NUM
iajs-2831	111	21	,	,	PUNCT
iajs-2831	111	22	j.	j.	PROPN
iajs-2831	111	23	r.	r.	PROPN
iajs-2831	111	24	;	;	PUNCT
iajs-2831	111	25	a	a	DET
iajs-2831	111	26	land	land	NOUN
iajs-2831	111	27	use	use	NOUN
iajs-2831	111	28	and	and	CCONJ
iajs-2831	111	29	land	land	NOUN
iajs-2831	111	30	cover	cover	NOUN
iajs-2831	111	31	classification	classification	NOUN
iajs-2831	111	32	system	system	NOUN
iajs-2831	111	33	for	for	ADP
iajs-2831	111	34	use	use	NOUN
iajs-2831	111	35	with	with	ADP
iajs-2831	111	36	remote	remote	ADJ
iajs-2831	111	37	sensor	sensor	NOUN
iajs-2831	111	38	data	datum	NOUN
iajs-2831	111	39	,	,	PUNCT
iajs-2831	111	40	us	us	PROPN
iajs-2831	111	41	government	government	NOUN
iajs-2831	111	42	printing	printing	NOUN
iajs-2831	111	43	office	office	NOUN
iajs-2831	111	44	,	,	PUNCT
iajs-2831	111	45	1976,964	1976,964	NUM
iajs-2831	111	46	.	.	PUNCT
iajs-2831	112	1	7.naji	7.naji	NUM
iajs-2831	112	2	,	,	PUNCT
iajs-2831	112	3	t.a	t.a	PROPN
iajs-2831	112	4	.	.	PROPN
iajs-2831	112	5	;	;	PUNCT
iajs-2831	112	6	hatem	hatem	PROPN
iajs-2831	112	7	,	,	PUNCT
iajs-2831	112	8	a.j	a.j	PROPN
iajs-2831	112	9	.	.	PROPN
iajs-2831	112	10	new	new	ADJ
iajs-2831	112	11	adaptive	adaptive	ADJ
iajs-2831	112	12	satellite	satellite	NOUN
iajs-2831	112	13	image	image	NOUN
iajs-2831	112	14	classification	classification	NOUN
iajs-2831	112	15	technique	technique	NOUN
iajs-2831	112	16	for	for	ADP
iajs-2831	112	17	al	al	PROPN
iajs-2831	112	18	habbinya	habbinya	PROPN
iajs-2831	112	19	region	region	PROPN
iajs-2831	112	20	west	west	PROPN
iajs-2831	112	21	of	of	ADP
iajs-2831	112	22	iraq	iraq	PROPN
iajs-2831	112	23	.	.	PUNCT
iajs-2831	113	1	ibn	ibn	PROPN
iajs-2831	113	2	al	al	PROPN
iajs-2831	113	3	-	-	PUNCT
iajs-2831	113	4	haitham	haitham	PROPN
iajs-2831	113	5	journal	journal	PROPN
iajs-2831	113	6	for	for	ADP
iajs-2831	113	7	pure	pure	ADJ
iajs-2831	113	8	and	and	CCONJ
iajs-2831	113	9	applied	apply	VERB
iajs-2831	113	10	science2017	science2017	NOUN
iajs-2831	113	11	,	,	PUNCT
iajs-2831	113	12	26	26	NUM
iajs-2831	113	13	,	,	PUNCT
iajs-2831	113	14	143–149	143–149	NUM
iajs-2831	113	15	.	.	PUNCT
iajs-2831	113	16	8.bukheet	8.bukheet	NUM
iajs-2831	113	17	,	,	PUNCT
iajs-2831	113	18	y.c	y.c	PROPN
iajs-2831	113	19	.	.	PROPN
iajs-2831	113	20	;	;	PUNCT
iajs-2831	113	21	al	al	PROPN
iajs-2831	113	22	-	-	PUNCT
iajs-2831	113	23	abudi	abudi	PROPN
iajs-2831	113	24	,	,	PUNCT
iajs-2831	113	25	b.q	b.q	PROPN
iajs-2831	113	26	.	.	PROPN
iajs-2831	113	27	;	;	PUNCT
iajs-2831	113	28	mahdi	mahdi	PROPN
iajs-2831	113	29	,	,	PUNCT
iajs-2831	113	30	m.s	m.s	PROPN
iajs-2831	113	31	.	.	PROPN
iajs-2831	113	32	;	;	PUNCT
iajs-2831	113	33	land	land	NOUN
iajs-2831	113	34	cover	cover	NOUN
iajs-2831	113	35	change	change	NOUN
iajs-2831	113	36	detection	detection	NOUN
iajs-2831	113	37	of	of	ADP
iajs-2831	113	38	baghdad	baghdad	PROPN
iajs-2831	113	39	city	city	NOUN
iajs-2831	113	40	using	use	VERB
iajs-2831	113	41	multi	multi	ADJ
iajs-2831	113	42	-	-	ADJ
iajs-2831	113	43	spectral	spectral	ADJ
iajs-2831	113	44	remote	remote	ADJ
iajs-2831	113	45	sensing	sense	VERB
iajs-2831	113	46	imagery.iraqi	imagery.iraqi	ADJ
iajs-2831	113	47	journal	journal	NOUN
iajs-2831	113	48	of	of	ADP
iajs-2831	113	49	science2016	science2016	PROPN
iajs-2831	113	50	,	,	PUNCT
iajs-2831	113	51	195–214	195–214	NUM
iajs-2831	113	52	.	.	PUNCT
iajs-2831	114	1	9.abbas	9.abbas	NUM
iajs-2831	114	2	,	,	PUNCT
iajs-2831	114	3	h.n	h.n	PROPN
iajs-2831	114	4	.	.	PROPN
iajs-2831	114	5	;	;	PUNCT
iajs-2831	114	6	abdulameer	abdulameer	NOUN
iajs-2831	114	7	,	,	PUNCT
iajs-2831	114	8	i.	i.	PROPN
iajs-2831	114	9	m.	m.	PROPN
iajs-2831	114	10	a.	a.	PROPN
iajs-2831	114	11	;	;	PUNCT
iajs-2831	114	12	a	a	DET
iajs-2831	114	13	study	study	NOUN
iajs-2831	114	14	of	of	ADP
iajs-2831	114	15	the	the	DET
iajs-2831	114	16	climate	climate	NOUN
iajs-2831	114	17	change	change	NOUN
iajs-2831	114	18	impacts	impact	NOUN
iajs-2831	114	19	on	on	ADP
iajs-2831	114	20	al	al	PROPN
iajs-2831	114	21	shuwaija	shuwaija	PROPN
iajs-2831	114	22	marsh	marsh	PROPN
iajs-2831	114	23	-	-	PUNCT
iajs-2831	114	24	wasit	wasit	NOUN
iajs-2831	114	25	province	province	NOUN
iajs-2831	114	26	using	use	VERB
iajs-2831	114	27	satellite	satellite	NOUN
iajs-2831	114	28	remote	remote	ADJ
iajs-2831	114	29	sensing	sensing	NOUN
iajs-2831	114	30	.	.	PUNCT
iajs-2831	115	1	in	in	ADP
iajs-2831	115	2	proceedings	proceeding	NOUN
iajs-2831	115	3	of	of	ADP
iajs-2831	115	4	the	the	DET
iajs-2831	115	5	aip	aip	PROPN
iajs-2831	115	6	conference	conference	NOUN
iajs-2831	115	7	proceedings,2020,2307	proceedings,2020,2307	PROPN
iajs-2831	115	8	,	,	PUNCT
iajs-2831	115	9	020048	020048	NUM
iajs-2831	115	10	.	.	PUNCT
iajs-2831	116	1	10.raheem	10.raheem	NUM
iajs-2831	116	2	,	,	PUNCT
iajs-2831	116	3	m.a	m.a	PROPN
iajs-2831	116	4	.	.	PROPN
iajs-2831	116	5	;	;	PUNCT
iajs-2831	116	6	hatem	hatem	PROPN
iajs-2831	116	7	,	,	PUNCT
iajs-2831	116	8	a.	a.	PROPN
iajs-2831	116	9	j.	j.	PROPN
iajs-2831	116	10	;	;	PUNCT
iajs-2831	116	11	calculation	calculation	NOUN
iajs-2831	116	12	of	of	ADP
iajs-2831	116	13	salinity	salinity	NOUN
iajs-2831	116	14	and	and	CCONJ
iajs-2831	116	15	soil	soil	NOUN
iajs-2831	116	16	moisture	moisture	NOUN
iajs-2831	116	17	indices	index	NOUN
iajs-2831	116	18	in	in	ADP
iajs-2831	116	19	south	south	NOUN
iajs-2831	116	20	of	of	ADP
iajs-2831	116	21	iraq	iraq	PROPN
iajs-2831	116	22	using	use	VERB
iajs-2831	116	23	satellite	satellite	NOUN
iajs-2831	116	24	image	image	NOUN
iajs-2831	116	25	data	datum	NOUN
iajs-2831	116	26	.	.	PUNCT
iajs-2831	117	1	energy	energy	NOUN
iajs-2831	117	2	procedia	procedia	PROPN
iajs-2831	117	3	2019	2019	NUM
iajs-2831	117	4	,	,	PUNCT
iajs-2831	117	5	157	157	NUM
iajs-2831	117	6	,	,	PUNCT
iajs-2831	117	7	228	228	NUM
iajs-2831	117	8	–	–	SYM
iajs-2831	117	9	233	233	NUM
iajs-2831	117	10	.	.	PUNCT
iajs-2831	118	1	11.muhsin	11.muhsin	PROPN
iajs-2831	118	2	,	,	PUNCT
iajs-2831	118	3	i.	i.	PROPN
iajs-2831	118	4	j.	j.	PROPN
iajs-2831	118	5	;	;	PUNCT
iajs-2831	118	6	monitoring	monitoring	NOUN
iajs-2831	118	7	of	of	ADP
iajs-2831	118	8	south	south	ADJ
iajs-2831	118	9	iraq	iraq	PROPN
iajs-2831	118	10	marshes	marsh	NOUN
iajs-2831	118	11	using	use	VERB
iajs-2831	118	12	classification	classification	NOUN
iajs-2831	118	13	and	and	CCONJ
iajs-2831	118	14	change	change	NOUN
iajs-2831	118	15	detection	detection	NOUN
iajs-2831	118	16	techniques	technique	NOUN
iajs-2831	118	17	.	.	PUNCT
iajs-2831	119	1	iraqi	iraqi	ADJ
iajs-2831	119	2	journal	journal	PROPN
iajs-2831	119	3	of	of	ADP
iajs-2831	119	4	physics	physics	PROPN
iajs-2831	119	5	.	.	PUNCT
iajs-2831	120	1	2017	2017	NUM
iajs-2831	120	2	,	,	PUNCT
iajs-2831	120	3	15	15	NUM
iajs-2831	120	4	,	,	PUNCT
iajs-2831	120	5	78–86	78–86	NUM
iajs-2831	120	6	.	.	PUNCT
iajs-2831	121	1	12.naji	12.naji	NUM
iajs-2831	121	2	,	,	PUNCT
iajs-2831	121	3	t.a	t.a	PROPN
iajs-2831	121	4	.	.	PROPN
iajs-2831	121	5	;	;	PUNCT
iajs-2831	121	6	abduljabbar	abduljabbar	PROPN
iajs-2831	121	7	,	,	PUNCT
iajs-2831	121	8	h.	h.	PROPN
iajs-2831	121	9	m.	m.	PROPN
iajs-2831	121	10	;	;	PUNCT
iajs-2831	121	11	others	other	NOUN
iajs-2831	121	12	the	the	DET
iajs-2831	121	13	seasonal	seasonal	ADJ
iajs-2831	121	14	effect	effect	NOUN
iajs-2831	121	15	on	on	ADP
iajs-2831	121	16	the	the	DET
iajs-2831	121	17	water	water	NOUN
iajs-2831	121	18	bodies	body	NOUN
iajs-2831	121	19	in	in	ADP
iajs-2831	121	20	iraqi	iraqi	ADJ
iajs-2831	121	21	marshlands	marshland	NOUN
iajs-2831	121	22	.	.	PUNCT
iajs-2831	122	1	plant	plant	NOUN
iajs-2831	122	2	archives2019	archives2019	PROPN
iajs-2831	122	3	,	,	PUNCT
iajs-2831	122	4	19	19	NUM
iajs-2831	122	5	,	,	PUNCT
iajs-2831	122	6	4397–4403	4397–4403	NOUN
iajs-2831	122	7	.	.	PUNCT
iajs-2831	123	1	13.asmael	13.asmael	NUM
iajs-2831	123	2	,	,	PUNCT
iajs-2831	123	3	n.m	n.m	PROPN
iajs-2831	123	4	.	.	PROPN
iajs-2831	123	5	;	;	PUNCT
iajs-2831	123	6	a	a	DET
iajs-2831	123	7	gis	gis	NOUN
iajs-2831	123	8	based	base	VERB
iajs-2831	123	9	weight	weight	NOUN
iajs-2831	123	10	of	of	ADP
iajs-2831	123	11	evidence	evidence	NOUN
iajs-2831	123	12	for	for	ADP
iajs-2831	123	13	prediction	prediction	NOUN
iajs-2831	123	14	urban	urban	ADJ
iajs-2831	123	15	growth	growth	NOUN
iajs-2831	123	16	of	of	ADP
iajs-2831	123	17	baghdad	baghdad	PROPN
iajs-2831	123	18	city	city	NOUN
iajs-2831	123	19	by	by	ADP
iajs-2831	123	20	using	use	VERB
iajs-2831	123	21	remote	remote	ADJ
iajs-2831	123	22	sensing	sense	VERB
iajs-2831	123	23	data	datum	NOUN
iajs-2831	123	24	.	.	PUNCT
iajs-2831	124	1	al	al	PROPN
iajs-2831	124	2	-	-	PUNCT
iajs-2831	124	3	nahrain	nahrain	PROPN
iajs-2831	124	4	journal	journal	NOUN
iajs-2831	124	5	for	for	ADP
iajs-2831	124	6	engineering	engineer	VERB
iajs-2831	124	7	sciences2015	sciences2015	PROPN
iajs-2831	124	8	,	,	PUNCT
iajs-2831	124	9	18	18	NUM
iajs-2831	124	10	,	,	PUNCT
iajs-2831	124	11	168–178	168–178	NUM
iajs-2831	124	12	.	.	PUNCT
iajs-2831	125	1	14.congalton	14.congalton	NUM
iajs-2831	125	2	,	,	PUNCT
iajs-2831	125	3	r.g	r.g	PROPN
iajs-2831	125	4	.	.	PROPN
iajs-2831	125	5	;	;	PUNCT
iajs-2831	125	6	green	green	PROPN
iajs-2831	125	7	,	,	PUNCT
iajs-2831	125	8	k.	k.	PROPN
iajs-2831	125	9	;	;	PUNCT
iajs-2831	125	10	assessing	assess	VERB
iajs-2831	125	11	the	the	DET
iajs-2831	125	12	accuracy	accuracy	NOUN
iajs-2831	125	13	of	of	ADP
iajs-2831	125	14	remotely	remotely	ADV
iajs-2831	125	15	sensed	sense	VERB
iajs-2831	125	16	data	datum	NOUN
iajs-2831	125	17	.	.	PUNCT
iajs-2831	126	1	principles	principle	NOUN
iajs-2831	126	2	and	and	CCONJ
iajs-2831	126	3	practices	practice	NOUN
iajs-2831	126	4	,	,	PUNCT
iajs-2831	126	5	crc	crc	NOUN
iajs-2831	126	6	press	press	NOUN
iajs-2831	126	7	,	,	PUNCT
iajs-2831	126	8	2019	2019	NUM
iajs-2831	126	9	.	.	PUNCT
iajs-2831	127	1	15.winkler	15.winkler	NUM
iajs-2831	127	2	,	,	PUNCT
iajs-2831	127	3	k.	k.	PROPN
iajs-2831	127	4	;	;	PUNCT
iajs-2831	127	5	fuchs	fuchs	PROPN
iajs-2831	127	6	,	,	PUNCT
iajs-2831	127	7	r.	r.	PROPN
iajs-2831	127	8	;	;	PUNCT
iajs-2831	127	9	rounsevell	rounsevell	ADJ
iajs-2831	127	10	,	,	PUNCT
iajs-2831	127	11	m.	m.	NOUN
iajs-2831	127	12	;	;	PUNCT
iajs-2831	127	13	herold	herold	NOUN
iajs-2831	127	14	,	,	PUNCT
iajs-2831	127	15	m.	m.	NOUN
iajs-2831	127	16	;	;	PUNCT
iajs-2831	127	17	global	global	ADJ
iajs-2831	127	18	land	land	NOUN
iajs-2831	127	19	use	use	NOUN
iajs-2831	127	20	changes	change	NOUN
iajs-2831	127	21	are	be	AUX
iajs-2831	127	22	four	four	NUM
iajs-2831	127	23	times	time	NOUN
iajs-2831	127	24	greater	great	ADJ
iajs-2831	127	25	than	than	SCONJ
iajs-2831	127	26	previously	previously	ADV
iajs-2831	127	27	estimated	estimate	VERB
iajs-2831	127	28	.	.	PUNCT
iajs-2831	128	1	nature	nature	PROPN
iajs-2831	128	2	communications2021	communications2021	PROPN
iajs-2831	128	3	,	,	PUNCT
iajs-2831	128	4	12	12	NUM
iajs-2831	128	5	,	,	PUNCT
iajs-2831	128	6	1–10	1–10	NOUN
iajs-2831	128	7	.	.	PUNCT
iajs-2831	129	1	16.qassim	16.qassim	NUM
iajs-2831	129	2	,	,	PUNCT
iajs-2831	129	3	z.h	z.h	PROPN
iajs-2831	129	4	.	.	PROPN
iajs-2831	129	5	;	;	PUNCT
iajs-2831	129	6	abduljabbar	abduljabbar	PROPN
iajs-2831	129	7	,	,	PUNCT
iajs-2831	129	8	h.	h.	PROPN
iajs-2831	129	9	m.	m.	NOUN
iajs-2831	129	10	;	;	PUNCT
iajs-2831	129	11	land	land	NOUN
iajs-2831	129	12	cover	cover	NOUN
iajs-2831	129	13	change	change	NOUN
iajs-2831	129	14	for	for	ADP
iajs-2831	129	15	baghdad	baghdad	PROPN
iajs-2831	129	16	city	city	NOUN
iajs-2831	129	17	in	in	ADP
iajs-2831	129	18	the	the	DET
iajs-2831	129	19	period	period	NOUN
iajs-2831	129	20	1986	1986	NUM
iajs-2831	129	21	to	to	ADP
iajs-2831	129	22	2019	2019	NUM
iajs-2831	129	23	.	.	PUNCT
iajs-2831	130	1	aip	aip	PROPN
iajs-2831	130	2	conference	conference	NOUN
iajs-2831	130	3	proceedings	proceeding	NOUN
iajs-2831	130	4	,	,	PUNCT
iajs-2831	130	5	2020,2307,020031	2020,2307,020031	NOUN
iajs-2831	130	6	.	.	PUNCT
iajs-2831	131	1	17.bhatta	17.bhatta	NUM
iajs-2831	131	2	,	,	PUNCT
iajs-2831	131	3	b.	b.	PROPN
iajs-2831	131	4	;	;	PUNCT
iajs-2831	131	5	analysis	analysis	NOUN
iajs-2831	131	6	of	of	ADP
iajs-2831	131	7	urban	urban	ADJ
iajs-2831	131	8	growth	growth	NOUN
iajs-2831	131	9	and	and	CCONJ
iajs-2831	131	10	sprawl	sprawl	NOUN
iajs-2831	131	11	from	from	ADP
iajs-2831	131	12	remote	remote	ADJ
iajs-2831	131	13	sensing	sense	VERB
iajs-2831	131	14	data,1st	data,1st	PROPN
iajs-2831	131	15	ed	ed	NOUN
iajs-2831	131	16	.	.	PUNCT
iajs-2831	131	17	,springer	,springer	PUNCT
iajs-2831	131	18	science	science	PROPN
iajs-2831	131	19	&	&	CCONJ
iajs-2831	131	20	business	business	NOUN
iajs-2831	131	21	media	medium	NOUN
iajs-2831	131	22	:	:	PUNCT
iajs-2831	131	23	london	london	PROPN
iajs-2831	131	24	.	.	PUNCT
iajs-2831	132	1	2018	2018	NUM
iajs-2831	132	2	,	,	PUNCT
iajs-2831	132	3	14	14	NUM
iajs-2831	132	4	,	,	PUNCT
iajs-2831	132	5	13	13	NUM
iajs-2831	132	6	-	-	SYM
iajs-2831	132	7	25	25	NUM
iajs-2831	132	8	.	.	PUNCT
iajs-2831	133	1	ihjpas	ihjpas	PROPN
iajs-2831	133	2	.	.	PUNCT
iajs-2831	134	1	53	53	NUM
iajs-2831	134	2	(	(	PUNCT
iajs-2831	134	3	3)2022	3)2022	NOUN
iajs-2831	134	4	55	55	NUM
iajs-2831	134	5	18.mahmoud	18.mahmoud	NUM
iajs-2831	134	6	,	,	PUNCT
iajs-2831	134	7	h.	h.	PROPN
iajs-2831	134	8	;	;	PUNCT
iajs-2831	134	9	divigalpitiya	divigalpitiya	PROPN
iajs-2831	134	10	,	,	PUNCT
iajs-2831	134	11	p.	p.	PROPN
iajs-2831	134	12	;	;	PUNCT
iajs-2831	134	13	spatiotemporal	spatiotemporal	ADJ
iajs-2831	134	14	variation	variation	NOUN
iajs-2831	134	15	analysis	analysis	NOUN
iajs-2831	134	16	of	of	ADP
iajs-2831	134	17	urban	urban	ADJ
iajs-2831	134	18	land	land	NOUN
iajs-2831	134	19	expansion	expansion	NOUN
iajs-2831	134	20	in	in	ADP
iajs-2831	134	21	the	the	DET
iajs-2831	134	22	establishment	establishment	NOUN
iajs-2831	134	23	of	of	ADP
iajs-2831	134	24	new	new	ADJ
iajs-2831	134	25	communities	community	NOUN
iajs-2831	134	26	in	in	ADP
iajs-2831	134	27	upper	upper	ADJ
iajs-2831	134	28	egypt	egypt	PROPN
iajs-2831	134	29	:	:	PUNCT
iajs-2831	134	30	a	a	DET
iajs-2831	134	31	case	case	NOUN
iajs-2831	134	32	study	study	NOUN
iajs-2831	134	33	of	of	ADP
iajs-2831	134	34	new	new	ADJ
iajs-2831	134	35	asyut	asyut	NOUN
iajs-2831	134	36	city.the	city.the	DET
iajs-2831	134	37	egyptian	egyptian	ADJ
iajs-2831	134	38	journal	journal	NOUN
iajs-2831	134	39	of	of	ADP
iajs-2831	134	40	remote	remote	ADJ
iajs-2831	134	41	sensing	sensing	NOUN
iajs-2831	134	42	and	and	CCONJ
iajs-2831	134	43	space	space	NOUN
iajs-2831	134	44	science	science	NOUN
iajs-2831	134	45	.	.	PUNCT
iajs-2831	135	1	2019	2019	NUM
iajs-2831	135	2	,	,	PUNCT
iajs-2831	135	3	22	22	NUM
iajs-2831	135	4	,	,	PUNCT
iajs-2831	135	5	59–66	59–66	NUM
iajs-2831	135	6	.	.	PUNCT
iajs-2831	136	1	19.merhej	19.merhej	NUM
iajs-2831	136	2	,	,	PUNCT
iajs-2831	136	3	s.	s.	PROPN
iajs-2831	136	4	;	;	PUNCT
iajs-2831	136	5	administrative	administrative	ADJ
iajs-2831	136	6	boundaries	boundary	NOUN
iajs-2831	136	7	map	map	NOUN
iajs-2831	136	8	;	;	PUNCT
iajs-2831	136	9	baghdad	baghdad	PROPN
iajs-2831	136	10	,	,	PUNCT
iajs-2831	136	11	iraq	iraq	PROPN
iajs-2831	136	12	:	:	PUNCT
iajs-2831	136	13	ministry	ministry	NOUN
iajs-2831	136	14	of	of	ADP
iajs-2831	136	15	water	water	NOUN
iajs-2831	136	16	resources	resource	NOUN
iajs-2831	136	17	,	,	PUNCT
iajs-2831	136	18	general	general	ADJ
iajs-2831	136	19	directorate	directorate	NOUN
iajs-2831	136	20	of	of	ADP
iajs-2831	136	21	surveying	surveying	NOUN
iajs-2831	136	22	2007	2007	NUM
iajs-2831	136	23	.	.	PUNCT
iajs-2831	137	1	20.pradhan	20.pradhan	NUM
iajs-2831	137	2	,	,	PUNCT
iajs-2831	137	3	b.	b.	PROPN
iajs-2831	137	4	;	;	PUNCT
iajs-2831	137	5	spatial	spatial	ADJ
iajs-2831	137	6	modeling	modeling	NOUN
iajs-2831	137	7	and	and	CCONJ
iajs-2831	137	8	assessment	assessment	NOUN
iajs-2831	137	9	of	of	ADP
iajs-2831	137	10	urban	urban	ADJ
iajs-2831	137	11	form	form	NOUN
iajs-2831	137	12	analysis	analysis	NOUN
iajs-2831	137	13	of	of	ADP
iajs-2831	137	14	urban	urban	ADJ
iajs-2831	137	15	growth	growth	NOUN
iajs-2831	137	16	:	:	PUNCT
iajs-2831	137	17	from	from	ADP
iajs-2831	137	18	sprawl	sprawl	NOUN
iajs-2831	137	19	to	to	AUX
iajs-2831	137	20	compact	compact	ADJ
iajs-2831	137	21	using	use	VERB
iajs-2831	137	22	geospatial	geospatial	ADJ
iajs-2831	137	23	data	datum	NOUN
iajs-2831	137	24	.	.	PUNCT
iajs-2831	138	1	cham	cham	PROPN
iajs-2831	138	2	:	:	PUNCT
iajs-2831	138	3	springer	springer	NOUN
iajs-2831	138	4	2017	2017	NUM
iajs-2831	138	5	.	.	PUNCT
iajs-2831	139	1	21.peacock	21.peacock	NUM
iajs-2831	139	2	,	,	PUNCT
iajs-2831	139	3	r.;missouri	r.;missouri	PROPN
iajs-2831	139	4	,	,	PUNCT
iajs-2831	139	5	m.	m.	NOUN
iajs-2831	139	6	;	;	PUNCT
iajs-2831	139	7	accuracy	accuracy	NOUN
iajs-2831	139	8	assessment	assessment	NOUN
iajs-2831	139	9	of	of	ADP
iajs-2831	139	10	supervised	supervised	ADJ
iajs-2831	139	11	and	and	CCONJ
iajs-2831	139	12	unsupervised	unsupervised	ADJ
iajs-2831	139	13	classification	classification	NOUN
iajs-2831	139	14	using	use	VERB
iajs-2831	139	15	landsat	landsat	NOUN
iajs-2831	139	16	imagery	imagery	NOUN
iajs-2831	139	17	of	of	ADP
iajs-2831	139	18	little	little	ADJ
iajs-2831	139	19	rock	rock	NOUN
iajs-2831	139	20	,	,	PUNCT
iajs-2831	139	21	arkansas.master	arkansas.master	PROPN
iajs-2831	139	22	of	of	ADP
iajs-2831	139	23	science	science	NOUN
iajs-2831	139	24	thesis	thesis	NOUN
iajs-2831	139	25	.	.	PUNCT
iajs-2831	140	1	2014	2014	NUM
iajs-2831	140	2	.	.	PUNCT
iajs-2831	141	1	22.mohammed	22.mohammed	NUM
iajs-2831	141	2	,	,	PUNCT
iajs-2831	141	3	m.a	m.a	PROPN
iajs-2831	141	4	.	.	PROPN
iajs-2831	141	5	;	;	PUNCT
iajs-2831	141	6	naji	naji	PROPN
iajs-2831	141	7	,	,	PUNCT
iajs-2831	141	8	t.a	t.a	PROPN
iajs-2831	141	9	.	.	PROPN
iajs-2831	141	10	;	;	PUNCT
iajs-2831	141	11	abduljabbar	abduljabbar	PROPN
iajs-2831	141	12	,	,	PUNCT
iajs-2831	141	13	h.m	h.m	PROPN
iajs-2831	141	14	.	.	PROPN
iajs-2831	141	15	;	;	PUNCT
iajs-2831	141	16	the	the	DET
iajs-2831	141	17	effect	effect	NOUN
iajs-2831	141	18	of	of	ADP
iajs-2831	141	19	the	the	DET
iajs-2831	141	20	activation	activation	NOUN
iajs-2831	141	21	functions	function	NOUN
iajs-2831	141	22	on	on	ADP
iajs-2831	141	23	the	the	DET
iajs-2831	141	24	classification	classification	NOUN
iajs-2831	141	25	accuracy	accuracy	NOUN
iajs-2831	141	26	of	of	ADP
iajs-2831	141	27	satellite	satellite	NOUN
iajs-2831	141	28	image	image	NOUN
iajs-2831	141	29	by	by	ADP
iajs-2831	141	30	artificial	artificial	ADJ
iajs-2831	141	31	neural	neural	NOUN
iajs-2831	141	32	network.energy	network.energy	NUM
iajs-2831	141	33	procedia2019	procedia2019	PROPN
iajs-2831	141	34	,	,	PUNCT
iajs-2831	141	35	157	157	NUM
iajs-2831	141	36	,	,	PUNCT
iajs-2831	141	37	164–170	164–170	NUM
iajs-2831	141	38	.	.	PUNCT
iajs-2831	142	1	23.lillesand	23.lillesand	NUM
iajs-2831	142	2	,	,	PUNCT
iajs-2831	142	3	t.	t.	PROPN
iajs-2831	142	4	;	;	PUNCT
iajs-2831	142	5	kiefer	kiefer	PROPN
iajs-2831	142	6	,	,	PUNCT
iajs-2831	142	7	r.w	r.w	PROPN
iajs-2831	142	8	.	.	PROPN
iajs-2831	142	9	;	;	PUNCT
iajs-2831	142	10	chipman	chipman	PROPN
iajs-2831	142	11	,	,	PUNCT
iajs-2831	142	12	j.	j.	PROPN
iajs-2831	142	13	;	;	PUNCT
iajs-2831	142	14	remote	remote	ADJ
iajs-2831	142	15	sensing	sensing	NOUN
iajs-2831	142	16	and	and	CCONJ
iajs-2831	142	17	image	image	NOUN
iajs-2831	142	18	interpretation	interpretation	NOUN
iajs-2831	142	19	;	;	PUNCT
iajs-2831	142	20	seventh	seventh	ADJ
iajs-2831	142	21	.	.	PUNCT
iajs-2831	143	1	john	john	PROPN
iajs-2831	143	2	wiley	wiley	PROPN
iajs-2831	143	3	&	&	CCONJ
iajs-2831	143	4	sons	son	NOUN
iajs-2831	143	5	:	:	PUNCT
iajs-2831	143	6	danvers	danver	NOUN
iajs-2831	143	7	,	,	PUNCT
iajs-2831	143	8	2015	2015	NUM
iajs-2831	143	9	.	.	PUNCT