id	sid	tid	token	lemma	pos
ajgt-2906	1	1	pa	pa	PROPN
ajgt-2906	1	2	ge	ge	PROPN
ajgt-2906	1	3	1	1	NUM
ajgt-2906	1	4	pa	pa	PROPN
ajgt-2906	1	5	ge	ge	PROPN
ajgt-2906	1	6	51	51	NUM
ajgt-2906	1	7	american	american	PROPN
ajgt-2906	1	8	journal	journal	PROPN
ajgt-2906	1	9	of	of	ADP
ajgt-2906	1	10	geospatial	geospatial	ADJ
ajgt-2906	1	11	technology	technology	NOUN
ajgt-2906	1	12	(	(	PUNCT
ajgt-2906	1	13	ajgt	ajgt	NOUN
ajgt-2906	1	14	)	)	PUNCT
ajgt-2906	1	15	geospatial	geospatial	ADJ
ajgt-2906	1	16	assessment	assessment	NOUN
ajgt-2906	1	17	of	of	ADP
ajgt-2906	1	18	oil	oil	NOUN
ajgt-2906	1	19	spill	spill	NOUN
ajgt-2906	1	20	’s	’s	PART
ajgt-2906	1	21	impact	impact	NOUN
ajgt-2906	1	22	in	in	ADP
ajgt-2906	1	23	obio	obio	ADV
ajgt-2906	1	24	/	/	SYM
ajgt-2906	1	25	akpor	akpor	ADJ
ajgt-2906	1	26	local	local	ADJ
ajgt-2906	1	27	government	government	NOUN
ajgt-2906	1	28	area	area	NOUN
ajgt-2906	1	29	rivers	river	NOUN
ajgt-2906	1	30	state	state	PROPN
ajgt-2906	1	31	,	,	PUNCT
ajgt-2906	1	32	nigeria	nigeria	PROPN
ajgt-2906	1	33	victor	victor	PROPN
ajgt-2906	1	34	ayodele	ayodele	PROPN
ajgt-2906	1	35	ijaware1	ijaware1	PROPN
ajgt-2906	1	36	*	*	PROPN
ajgt-2906	1	37	,	,	PUNCT
ajgt-2906	1	38	kanu	kanu	PROPN
ajgt-2906	1	39	ifeyinwa	ifeyinwa	PROPN
ajgt-2906	1	40	florence	florence	PROPN
ajgt-2906	1	41	mary2	mary2	PROPN
ajgt-2906	1	42	volume	volume	NOUN
ajgt-2906	1	43	3	3	NUM
ajgt-2906	1	44	issue	issue	NOUN
ajgt-2906	1	45	1	1	NUM
ajgt-2906	1	46	,	,	PUNCT
ajgt-2906	1	47	year	year	NOUN
ajgt-2906	1	48	2024	2024	NUM
ajgt-2906	1	49	issn	issn	X
ajgt-2906	1	50	:	:	PUNCT
ajgt-2906	1	51	2833	2833	NUM
ajgt-2906	1	52	-	-	SYM
ajgt-2906	1	53	8006	8006	NUM
ajgt-2906	1	54	(	(	PUNCT
ajgt-2906	1	55	online	online	ADJ
ajgt-2906	1	56	)	)	PUNCT
ajgt-2906	1	57	doi	doi	NOUN
ajgt-2906	1	58	:	:	PUNCT
ajgt-2906	1	59	https://doi.org/10.54536/ajgt.v3i1.2906	https://doi.org/10.54536/ajgt.v3i1.2906	PROPN
ajgt-2906	1	60	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	1	61	article	article	NOUN
ajgt-2906	1	62	information	information	NOUN
ajgt-2906	1	63	abstract	abstract	ADV
ajgt-2906	1	64	received	receive	VERB
ajgt-2906	1	65	:	:	PUNCT
ajgt-2906	1	66	may	may	AUX
ajgt-2906	1	67	10	10	NUM
ajgt-2906	1	68	,	,	PUNCT
ajgt-2906	1	69	2024	2024	NUM
ajgt-2906	1	70	accepted	accept	VERB
ajgt-2906	1	71	:	:	PUNCT
ajgt-2906	1	72	june	june	PROPN
ajgt-2906	1	73	07	07	NUM
ajgt-2906	1	74	,	,	PUNCT
ajgt-2906	1	75	2024	2024	NUM
ajgt-2906	1	76	published	publish	VERB
ajgt-2906	1	77	:	:	PUNCT
ajgt-2906	1	78	june	june	PROPN
ajgt-2906	1	79	10	10	NUM
ajgt-2906	1	80	,	,	PUNCT
ajgt-2906	1	81	2024	2024	NUM
ajgt-2906	1	82	environmental	environmental	ADJ
ajgt-2906	1	83	degradation	degradation	NOUN
ajgt-2906	1	84	resulting	result	VERB
ajgt-2906	1	85	from	from	ADP
ajgt-2906	1	86	oil	oil	NOUN
ajgt-2906	1	87	spills	spill	NOUN
ajgt-2906	1	88	has	have	AUX
ajgt-2906	1	89	emerged	emerge	VERB
ajgt-2906	1	90	as	as	ADP
ajgt-2906	1	91	a	a	DET
ajgt-2906	1	92	critical	critical	ADJ
ajgt-2906	1	93	issue	issue	NOUN
ajgt-2906	1	94	requiring	require	VERB
ajgt-2906	1	95	immediate	immediate	ADJ
ajgt-2906	1	96	attention	attention	NOUN
ajgt-2906	1	97	.	.	PUNCT
ajgt-2906	2	1	this	this	DET
ajgt-2906	2	2	study	study	NOUN
ajgt-2906	2	3	uses	use	VERB
ajgt-2906	2	4	geospatial	geospatial	ADJ
ajgt-2906	2	5	techniques	technique	NOUN
ajgt-2906	2	6	to	to	PART
ajgt-2906	2	7	investigate	investigate	VERB
ajgt-2906	2	8	the	the	DET
ajgt-2906	2	9	impact	impact	NOUN
ajgt-2906	2	10	of	of	ADP
ajgt-2906	2	11	oil	oil	NOUN
ajgt-2906	2	12	spills	spill	NOUN
ajgt-2906	2	13	in	in	ADP
ajgt-2906	2	14	obio	obio	ADV
ajgt-2906	2	15	/	/	SYM
ajgt-2906	2	16	akpor	akpor	ADJ
ajgt-2906	2	17	local	local	ADJ
ajgt-2906	2	18	government	government	NOUN
ajgt-2906	2	19	area	area	NOUN
ajgt-2906	2	20	of	of	ADP
ajgt-2906	2	21	rivers	river	NOUN
ajgt-2906	2	22	state	state	PROPN
ajgt-2906	2	23	.	.	PUNCT
ajgt-2906	3	1	landsat	landsat	PROPN
ajgt-2906	3	2	images	image	NOUN
ajgt-2906	3	3	,	,	PUNCT
ajgt-2906	3	4	administrative	administrative	ADJ
ajgt-2906	3	5	map	map	NOUN
ajgt-2906	3	6	of	of	ADP
ajgt-2906	3	7	the	the	DET
ajgt-2906	3	8	study	study	NOUN
ajgt-2906	3	9	area	area	NOUN
ajgt-2906	3	10	and	and	CCONJ
ajgt-2906	3	11	historical	historical	ADJ
ajgt-2906	3	12	oil	oil	NOUN
ajgt-2906	3	13	spill	spill	NOUN
ajgt-2906	3	14	data	datum	NOUN
ajgt-2906	3	15	were	be	AUX
ajgt-2906	3	16	data	datum	NOUN
ajgt-2906	3	17	used	use	VERB
ajgt-2906	3	18	in	in	ADP
ajgt-2906	3	19	carrying	carry	VERB
ajgt-2906	3	20	out	out	ADP
ajgt-2906	3	21	this	this	DET
ajgt-2906	3	22	study	study	NOUN
ajgt-2906	3	23	.	.	PUNCT
ajgt-2906	4	1	the	the	DET
ajgt-2906	4	2	images	image	NOUN
ajgt-2906	4	3	were	be	AUX
ajgt-2906	4	4	pre	pre	VERB
ajgt-2906	4	5	-	-	VERB
ajgt-2906	4	6	processed	process	VERB
ajgt-2906	4	7	through	through	ADP
ajgt-2906	4	8	atmospheric	atmospheric	ADJ
ajgt-2906	4	9	and	and	CCONJ
ajgt-2906	4	10	geometric	geometric	ADJ
ajgt-2906	4	11	corrections	correction	NOUN
ajgt-2906	4	12	.	.	PUNCT
ajgt-2906	5	1	spatial	spatial	ADJ
ajgt-2906	5	2	analysis	analysis	NOUN
ajgt-2906	5	3	of	of	ADP
ajgt-2906	5	4	four	four	NUM
ajgt-2906	5	5	remote	remote	ADJ
ajgt-2906	5	6	sensing	sense	VERB
ajgt-2906	5	7	indices	index	NOUN
ajgt-2906	5	8	-	-	PUNCT
ajgt-2906	5	9	normalized	normalize	VERB
ajgt-2906	5	10	difference	difference	NOUN
ajgt-2906	5	11	vegetation	vegetation	NOUN
ajgt-2906	5	12	index	index	NOUN
ajgt-2906	5	13	(	(	PUNCT
ajgt-2906	5	14	ndvi	ndvi	NOUN
ajgt-2906	5	15	)	)	PUNCT
ajgt-2906	5	16	for	for	ADP
ajgt-2906	5	17	assessing	assess	VERB
ajgt-2906	5	18	vegetation	vegetation	NOUN
ajgt-2906	5	19	health	health	NOUN
ajgt-2906	5	20	,	,	PUNCT
ajgt-2906	5	21	normalized	normalize	VERB
ajgt-2906	5	22	difference	difference	NOUN
ajgt-2906	5	23	water	water	NOUN
ajgt-2906	5	24	index	index	NOUN
ajgt-2906	5	25	(	(	PUNCT
ajgt-2906	5	26	ndwi	ndwi	NOUN
ajgt-2906	5	27	)	)	PUNCT
ajgt-2906	5	28	for	for	ADP
ajgt-2906	5	29	detecting	detect	VERB
ajgt-2906	5	30	water	water	NOUN
ajgt-2906	5	31	bodies	body	NOUN
ajgt-2906	5	32	,	,	PUNCT
ajgt-2906	5	33	land	land	NOUN
ajgt-2906	5	34	surface	surface	NOUN
ajgt-2906	5	35	temperature	temperature	NOUN
ajgt-2906	5	36	(	(	PUNCT
ajgt-2906	5	37	lst	lst	NOUN
ajgt-2906	5	38	)	)	PUNCT
ajgt-2906	5	39	for	for	ADP
ajgt-2906	5	40	measuring	measure	VERB
ajgt-2906	5	41	surface	surface	NOUN
ajgt-2906	5	42	temperature	temperature	NOUN
ajgt-2906	5	43	,	,	PUNCT
ajgt-2906	5	44	and	and	CCONJ
ajgt-2906	5	45	normalized	normalize	VERB
ajgt-2906	5	46	difference	difference	NOUN
ajgt-2906	5	47	built	build	VERB
ajgt-2906	5	48	-	-	PUNCT
ajgt-2906	5	49	up	up	ADP
ajgt-2906	5	50	index	index	NOUN
ajgt-2906	5	51	(	(	PUNCT
ajgt-2906	5	52	ndbi	ndbi	NOUN
ajgt-2906	5	53	)	)	PUNCT
ajgt-2906	5	54	for	for	ADP
ajgt-2906	5	55	identifying	identify	VERB
ajgt-2906	5	56	built	build	VERB
ajgt-2906	5	57	-	-	PUNCT
ajgt-2906	5	58	up	up	ADP
ajgt-2906	5	59	areas	area	NOUN
ajgt-2906	5	60	-	-	PUNCT
ajgt-2906	5	61	was	be	AUX
ajgt-2906	5	62	conducted	conduct	VERB
ajgt-2906	5	63	using	use	VERB
ajgt-2906	5	64	the	the	DET
ajgt-2906	5	65	raster	raster	NOUN
ajgt-2906	5	66	calculator	calculator	NOUN
ajgt-2906	5	67	in	in	ADP
ajgt-2906	5	68	arcgis	arcgis	PROPN
ajgt-2906	5	69	.	.	PUNCT
ajgt-2906	6	1	the	the	DET
ajgt-2906	6	2	study	study	NOUN
ajgt-2906	6	3	employed	employ	VERB
ajgt-2906	6	4	the	the	DET
ajgt-2906	6	5	analytical	analytical	ADJ
ajgt-2906	6	6	hierarchy	hierarchy	NOUN
ajgt-2906	6	7	process	process	NOUN
ajgt-2906	6	8	(	(	PUNCT
ajgt-2906	6	9	ahp	ahp	NOUN
ajgt-2906	6	10	)	)	PUNCT
ajgt-2906	6	11	to	to	PART
ajgt-2906	6	12	assign	assign	VERB
ajgt-2906	6	13	weights	weight	NOUN
ajgt-2906	6	14	to	to	ADP
ajgt-2906	6	15	these	these	DET
ajgt-2906	6	16	indices	index	NOUN
ajgt-2906	6	17	based	base	VERB
ajgt-2906	6	18	their	their	PRON
ajgt-2906	6	19	relative	relative	ADJ
ajgt-2906	6	20	significance	significance	NOUN
ajgt-2906	6	21	regarding	regard	VERB
ajgt-2906	6	22	oil	oil	NOUN
ajgt-2906	6	23	spill	spill	NOUN
ajgt-2906	6	24	impact	impact	NOUN
ajgt-2906	6	25	.	.	PUNCT
ajgt-2906	7	1	subsequently	subsequently	ADV
ajgt-2906	7	2	,	,	PUNCT
ajgt-2906	7	3	reclassification	reclassification	NOUN
ajgt-2906	7	4	and	and	CCONJ
ajgt-2906	7	5	integration	integration	NOUN
ajgt-2906	7	6	of	of	ADP
ajgt-2906	7	7	this	this	DET
ajgt-2906	7	8	information	information	NOUN
ajgt-2906	7	9	were	be	AUX
ajgt-2906	7	10	done	do	VERB
ajgt-2906	7	11	to	to	PART
ajgt-2906	7	12	generate	generate	VERB
ajgt-2906	7	13	oil	oil	NOUN
ajgt-2906	7	14	spill	spill	NOUN
ajgt-2906	7	15	index	index	NOUN
ajgt-2906	7	16	(	(	PUNCT
ajgt-2906	7	17	osi	osi	PROPN
ajgt-2906	7	18	)	)	PUNCT
ajgt-2906	7	19	maps	map	NOUN
ajgt-2906	7	20	for	for	ADP
ajgt-2906	7	21	2003	2003	NUM
ajgt-2906	7	22	,	,	PUNCT
ajgt-2906	7	23	2013	2013	NUM
ajgt-2906	7	24	,	,	PUNCT
ajgt-2906	7	25	and	and	CCONJ
ajgt-2906	7	26	2023	2023	NUM
ajgt-2906	7	27	.	.	PUNCT
ajgt-2906	8	1	validation	validation	NOUN
ajgt-2906	8	2	of	of	ADP
ajgt-2906	8	3	the	the	DET
ajgt-2906	8	4	oil	oil	NOUN
ajgt-2906	8	5	spill	spill	NOUN
ajgt-2906	8	6	index	index	NOUN
ajgt-2906	8	7	(	(	PUNCT
ajgt-2906	8	8	osi	osi	PROPN
ajgt-2906	8	9	)	)	PUNCT
ajgt-2906	8	10	of	of	ADP
ajgt-2906	8	11	various	various	ADJ
ajgt-2906	8	12	points	point	NOUN
ajgt-2906	8	13	before	before	ADP
ajgt-2906	8	14	and	and	CCONJ
ajgt-2906	8	15	after	after	ADP
ajgt-2906	8	16	an	an	DET
ajgt-2906	8	17	oil	oil	NOUN
ajgt-2906	8	18	spill	spill	NOUN
ajgt-2906	8	19	incident	incident	NOUN
ajgt-2906	8	20	was	be	AUX
ajgt-2906	8	21	performed	perform	VERB
ajgt-2906	8	22	,	,	PUNCT
ajgt-2906	8	23	specifically	specifically	ADV
ajgt-2906	8	24	contrasting	contrast	VERB
ajgt-2906	8	25	2003	2003	NUM
ajgt-2906	8	26	with	with	ADP
ajgt-2906	8	27	2013	2013	NUM
ajgt-2906	8	28	and	and	CCONJ
ajgt-2906	8	29	2023	2023	NUM
ajgt-2906	8	30	osi	osi	PROPN
ajgt-2906	8	31	values	value	NOUN
ajgt-2906	8	32	.	.	PUNCT
ajgt-2906	9	1	this	this	PRON
ajgt-2906	9	2	was	be	AUX
ajgt-2906	9	3	to	to	PART
ajgt-2906	9	4	affirm	affirm	VERB
ajgt-2906	9	5	the	the	DET
ajgt-2906	9	6	accuracy	accuracy	NOUN
ajgt-2906	9	7	and	and	CCONJ
ajgt-2906	9	8	predictive	predictive	ADJ
ajgt-2906	9	9	capability	capability	NOUN
ajgt-2906	9	10	of	of	ADP
ajgt-2906	9	11	the	the	DET
ajgt-2906	9	12	osi	osi	NOUN
ajgt-2906	9	13	maps	map	NOUN
ajgt-2906	9	14	in	in	ADP
ajgt-2906	9	15	identifying	identify	VERB
ajgt-2906	9	16	oil	oil	NOUN
ajgt-2906	9	17	spill	spill	NOUN
ajgt-2906	9	18	-	-	PUNCT
ajgt-2906	9	19	prone	prone	ADJ
ajgt-2906	9	20	areas	area	NOUN
ajgt-2906	9	21	.	.	PUNCT
ajgt-2906	10	1	findings	finding	NOUN
ajgt-2906	10	2	revealed	reveal	VERB
ajgt-2906	10	3	osi	osi	PROPN
ajgt-2906	10	4	values	value	NOUN
ajgt-2906	10	5	for	for	ADP
ajgt-2906	10	6	2003	2003	NUM
ajgt-2906	10	7	and	and	CCONJ
ajgt-2906	10	8	2013	2013	NUM
ajgt-2906	10	9	,	,	PUNCT
ajgt-2906	10	10	indicating	indicate	VERB
ajgt-2906	10	11	a	a	DET
ajgt-2906	10	12	range	range	NOUN
ajgt-2906	10	13	of	of	ADP
ajgt-2906	10	14	1.04	1.04	NUM
ajgt-2906	10	15	to	to	ADP
ajgt-2906	10	16	3.48	3.48	NUM
ajgt-2906	10	17	for	for	ADP
ajgt-2906	10	18	2003	2003	NUM
ajgt-2906	10	19	,	,	PUNCT
ajgt-2906	10	20	with	with	ADP
ajgt-2906	10	21	a	a	DET
ajgt-2906	10	22	noticeable	noticeable	ADJ
ajgt-2906	10	23	increase	increase	NOUN
ajgt-2906	10	24	observed	observe	VERB
ajgt-2906	10	25	in	in	ADP
ajgt-2906	10	26	2013	2013	NUM
ajgt-2906	10	27	,	,	PUNCT
ajgt-2906	10	28	expanding	expand	VERB
ajgt-2906	10	29	the	the	DET
ajgt-2906	10	30	range	range	NOUN
ajgt-2906	10	31	to	to	ADP
ajgt-2906	10	32	3.08	3.08	NUM
ajgt-2906	10	33	to	to	ADP
ajgt-2906	10	34	4.72	4.72	NUM
ajgt-2906	10	35	.	.	PUNCT
ajgt-2906	11	1	similarly	similarly	ADV
ajgt-2906	11	2	,	,	PUNCT
ajgt-2906	11	3	a	a	DET
ajgt-2906	11	4	comparison	comparison	NOUN
ajgt-2906	11	5	of	of	ADP
ajgt-2906	11	6	osi	osi	NOUN
ajgt-2906	11	7	values	value	NOUN
ajgt-2906	11	8	between	between	ADP
ajgt-2906	11	9	2003	2003	NUM
ajgt-2906	11	10	and	and	CCONJ
ajgt-2906	11	11	2023	2023	NUM
ajgt-2906	11	12	indicates	indicate	VERB
ajgt-2906	11	13	osi	osi	PROPN
ajgt-2906	11	14	values	value	NOUN
ajgt-2906	11	15	,	,	PUNCT
ajgt-2906	11	16	ranging	range	VERB
ajgt-2906	11	17	from	from	ADP
ajgt-2906	11	18	1.64	1.64	NUM
ajgt-2906	11	19	to	to	ADP
ajgt-2906	11	20	3.92	3.92	NUM
ajgt-2906	11	21	in	in	ADP
ajgt-2906	11	22	2003	2003	NUM
ajgt-2906	11	23	,	,	PUNCT
ajgt-2906	11	24	then	then	ADV
ajgt-2906	11	25	in	in	ADP
ajgt-2906	11	26	2023	2023	NUM
ajgt-2906	11	27	after	after	ADP
ajgt-2906	11	28	the	the	DET
ajgt-2906	11	29	oil	oil	NOUN
ajgt-2906	11	30	spill	spill	NOUN
ajgt-2906	11	31	incidents	incident	NOUN
ajgt-2906	11	32	,	,	PUNCT
ajgt-2906	11	33	there	there	PRON
ajgt-2906	11	34	were	be	VERB
ajgt-2906	11	35	notable	notable	ADJ
ajgt-2906	11	36	changes	change	NOUN
ajgt-2906	11	37	in	in	ADP
ajgt-2906	11	38	the	the	DET
ajgt-2906	11	39	osi	osi	NOUN
ajgt-2906	11	40	values	value	NOUN
ajgt-2906	11	41	,	,	PUNCT
ajgt-2906	11	42	with	with	ADP
ajgt-2906	11	43	the	the	DET
ajgt-2906	11	44	range	range	NOUN
ajgt-2906	11	45	shifting	shift	VERB
ajgt-2906	11	46	to	to	ADP
ajgt-2906	11	47	3.2	3.2	NUM
ajgt-2906	11	48	to	to	ADP
ajgt-2906	11	49	4.84	4.84	NUM
ajgt-2906	11	50	.	.	PUNCT
ajgt-2906	12	1	this	this	PRON
ajgt-2906	12	2	suggests	suggest	VERB
ajgt-2906	12	3	a	a	DET
ajgt-2906	12	4	significant	significant	ADJ
ajgt-2906	12	5	increase	increase	NOUN
ajgt-2906	12	6	in	in	ADP
ajgt-2906	12	7	the	the	DET
ajgt-2906	12	8	impact	impact	NOUN
ajgt-2906	12	9	of	of	ADP
ajgt-2906	12	10	oil	oil	NOUN
ajgt-2906	12	11	spill	spill	NOUN
ajgt-2906	12	12	on	on	ADP
ajgt-2906	12	13	the	the	DET
ajgt-2906	12	14	affected	affect	VERB
ajgt-2906	12	15	areas	area	NOUN
ajgt-2906	12	16	over	over	ADP
ajgt-2906	12	17	the	the	DET
ajgt-2906	12	18	two	two	NUM
ajgt-2906	12	19	-	-	PUNCT
ajgt-2906	12	20	decade	decade	NOUN
ajgt-2906	12	21	.	.	PUNCT
ajgt-2906	13	1	this	this	DET
ajgt-2906	13	2	comprehensive	comprehensive	ADJ
ajgt-2906	13	3	index	index	NOUN
ajgt-2906	13	4	map	map	NOUN
ajgt-2906	13	5	serves	serve	VERB
ajgt-2906	13	6	as	as	ADP
ajgt-2906	13	7	a	a	DET
ajgt-2906	13	8	tool	tool	NOUN
ajgt-2906	13	9	for	for	ADP
ajgt-2906	13	10	monitoring	monitoring	NOUN
ajgt-2906	13	11	and	and	CCONJ
ajgt-2906	13	12	assessing	assess	VERB
ajgt-2906	13	13	the	the	DET
ajgt-2906	13	14	effects	effect	NOUN
ajgt-2906	13	15	of	of	ADP
ajgt-2906	13	16	oil	oil	NOUN
ajgt-2906	13	17	spills	spill	NOUN
ajgt-2906	13	18	on	on	ADP
ajgt-2906	13	19	the	the	DET
ajgt-2906	13	20	study	study	NOUN
ajgt-2906	13	21	area	area	NOUN
ajgt-2906	13	22	,	,	PUNCT
ajgt-2906	13	23	thereby	thereby	ADV
ajgt-2906	13	24	achieving	achieve	VERB
ajgt-2906	13	25	the	the	DET
ajgt-2906	13	26	research	research	NOUN
ajgt-2906	13	27	objectives	objective	NOUN
ajgt-2906	13	28	effectively	effectively	ADV
ajgt-2906	13	29	.	.	PUNCT
ajgt-2906	14	1	keywords	keyword	NOUN
ajgt-2906	14	2	normalized	normalize	VERB
ajgt-2906	14	3	difference	difference	NOUN
ajgt-2906	14	4	vegetative	vegetative	ADJ
ajgt-2906	14	5	index	index	NOUN
ajgt-2906	14	6	(	(	PUNCT
ajgt-2906	14	7	ndvi	ndvi	PROPN
ajgt-2906	14	8	)	)	PUNCT
ajgt-2906	14	9	,	,	PUNCT
ajgt-2906	14	10	normalized	normalize	VERB
ajgt-2906	14	11	difference	difference	NOUN
ajgt-2906	14	12	water	water	NOUN
ajgt-2906	14	13	index	index	NOUN
ajgt-2906	14	14	(	(	PUNCT
ajgt-2906	14	15	ndwi	ndwi	NOUN
ajgt-2906	14	16	)	)	PUNCT
ajgt-2906	14	17	,	,	PUNCT
ajgt-2906	14	18	land	land	NOUN
ajgt-2906	14	19	surface	surface	NOUN
ajgt-2906	14	20	temperature	temperature	NOUN
ajgt-2906	14	21	(	(	PUNCT
ajgt-2906	14	22	lst	lst	NOUN
ajgt-2906	14	23	)	)	PUNCT
ajgt-2906	14	24	,	,	PUNCT
ajgt-2906	14	25	normalized	normalize	VERB
ajgt-2906	14	26	difference	difference	NOUN
ajgt-2906	14	27	built	build	VERB
ajgt-2906	14	28	-	-	PUNCT
ajgt-2906	14	29	up	up	ADP
ajgt-2906	14	30	index	index	NOUN
ajgt-2906	14	31	(	(	PUNCT
ajgt-2906	14	32	ndbi	ndbi	NOUN
ajgt-2906	14	33	)	)	PUNCT
ajgt-2906	14	34	,	,	PUNCT
ajgt-2906	14	35	oil	oil	NOUN
ajgt-2906	14	36	spill	spill	NOUN
ajgt-2906	14	37	index	index	NOUN
ajgt-2906	14	38	,	,	PUNCT
ajgt-2906	14	39	analytical	analytical	ADJ
ajgt-2906	14	40	hierarchy	hierarchy	NOUN
ajgt-2906	14	41	process	process	NOUN
ajgt-2906	14	42	(	(	PUNCT
ajgt-2906	14	43	ahp	ahp	NOUN
ajgt-2906	14	44	)	)	PUNCT
ajgt-2906	14	45	1	1	NUM
ajgt-2906	14	46	department	department	NOUN
ajgt-2906	14	47	of	of	ADP
ajgt-2906	14	48	surveying	surveying	NOUN
ajgt-2906	14	49	and	and	CCONJ
ajgt-2906	14	50	geoinformatics	geoinformatic	NOUN
ajgt-2906	14	51	,	,	PUNCT
ajgt-2906	14	52	school	school	NOUN
ajgt-2906	14	53	of	of	ADP
ajgt-2906	14	54	environmental	environmental	ADJ
ajgt-2906	14	55	technology	technology	NOUN
ajgt-2906	14	56	,	,	PUNCT
ajgt-2906	14	57	federal	federal	ADJ
ajgt-2906	14	58	university	university	PROPN
ajgt-2906	14	59	of	of	ADP
ajgt-2906	14	60	technology	technology	NOUN
ajgt-2906	14	61	,	,	PUNCT
ajgt-2906	14	62	akure	akure	NOUN
ajgt-2906	14	63	ondo	ondo	NOUN
ajgt-2906	14	64	state	state	PROPN
ajgt-2906	14	65	,	,	PUNCT
ajgt-2906	14	66	nigeria	nigeria	PROPN
ajgt-2906	14	67	*	*	PUNCT
ajgt-2906	14	68	corresponding	correspond	VERB
ajgt-2906	14	69	author	author	NOUN
ajgt-2906	14	70	’s	’s	PART
ajgt-2906	14	71	e	e	NOUN
ajgt-2906	14	72	-	-	NOUN
ajgt-2906	14	73	mail	mail	NOUN
ajgt-2906	14	74	:	:	PUNCT
ajgt-2906	14	75	vaijaware@futa.edu.ng	vaijaware@futa.edu.ng	VERB
ajgt-2906	14	76	introduction	introduction	NOUN
ajgt-2906	14	77	crude	crude	ADJ
ajgt-2906	14	78	oil	oil	NOUN
ajgt-2906	14	79	is	be	AUX
ajgt-2906	14	80	a	a	DET
ajgt-2906	14	81	naturally	naturally	ADV
ajgt-2906	14	82	occurring	occur	VERB
ajgt-2906	14	83	liquid	liquid	NOUN
ajgt-2906	14	84	found	find	VERB
ajgt-2906	14	85	beneath	beneath	ADP
ajgt-2906	14	86	the	the	DET
ajgt-2906	14	87	earth	earth	NOUN
ajgt-2906	14	88	’s	’s	PART
ajgt-2906	14	89	surface	surface	NOUN
ajgt-2906	14	90	,	,	PUNCT
ajgt-2906	14	91	which	which	PRON
ajgt-2906	14	92	can	can	AUX
ajgt-2906	14	93	be	be	AUX
ajgt-2906	14	94	converted	convert	VERB
ajgt-2906	14	95	into	into	ADP
ajgt-2906	14	96	fuel	fuel	NOUN
ajgt-2906	14	97	(	(	PUNCT
ajgt-2906	14	98	grema	grema	ADV
ajgt-2906	14	99	et	et	PROPN
ajgt-2906	14	100	al	al	PROPN
ajgt-2906	14	101	.	.	PROPN
ajgt-2906	14	102	,	,	PUNCT
ajgt-2906	14	103	2023	2023	NUM
ajgt-2906	14	104	)	)	PUNCT
ajgt-2906	14	105	.	.	PUNCT
ajgt-2906	15	1	it	it	PRON
ajgt-2906	15	2	is	be	AUX
ajgt-2906	15	3	a	a	DET
ajgt-2906	15	4	mixture	mixture	NOUN
ajgt-2906	15	5	of	of	ADP
ajgt-2906	15	6	hydrocarbons	hydrocarbon	NOUN
ajgt-2906	15	7	(	(	PUNCT
ajgt-2906	15	8	sephton	sephton	NOUN
ajgt-2906	15	9	and	and	CCONJ
ajgt-2906	15	10	hazen	hazen	PROPN
ajgt-2906	15	11	,	,	PUNCT
ajgt-2906	15	12	2013	2013	NUM
ajgt-2906	15	13	)	)	PUNCT
ajgt-2906	15	14	.	.	PUNCT
ajgt-2906	16	1	however	however	ADV
ajgt-2906	16	2	,	,	PUNCT
ajgt-2906	16	3	the	the	DET
ajgt-2906	16	4	extraction	extraction	NOUN
ajgt-2906	16	5	process	process	NOUN
ajgt-2906	16	6	due	due	ADP
ajgt-2906	16	7	to	to	ADP
ajgt-2906	16	8	poor	poor	ADJ
ajgt-2906	16	9	management	management	NOUN
ajgt-2906	16	10	has	have	AUX
ajgt-2906	16	11	led	lead	VERB
ajgt-2906	16	12	to	to	ADP
ajgt-2906	16	13	oil	oil	NOUN
ajgt-2906	16	14	spills	spill	NOUN
ajgt-2906	16	15	.	.	PUNCT
ajgt-2906	17	1	an	an	DET
ajgt-2906	17	2	oil	oil	NOUN
ajgt-2906	17	3	spill	spill	NOUN
ajgt-2906	17	4	occurs	occur	VERB
ajgt-2906	17	5	when	when	SCONJ
ajgt-2906	17	6	liquid	liquid	ADJ
ajgt-2906	17	7	petroleum	petroleum	NOUN
ajgt-2906	17	8	is	be	AUX
ajgt-2906	17	9	accidentally	accidentally	ADV
ajgt-2906	17	10	or	or	CCONJ
ajgt-2906	17	11	purposefully	purposefully	ADV
ajgt-2906	17	12	released	release	VERB
ajgt-2906	17	13	into	into	ADP
ajgt-2906	17	14	the	the	DET
ajgt-2906	17	15	environment	environment	NOUN
ajgt-2906	17	16	.	.	PUNCT
ajgt-2906	18	1	according	accord	VERB
ajgt-2906	18	2	to	to	ADP
ajgt-2906	18	3	ejiba	ejiba	NOUN
ajgt-2906	18	4	et	et	PROPN
ajgt-2906	18	5	al	al	PROPN
ajgt-2906	18	6	.	.	PROPN
ajgt-2906	18	7	,	,	PUNCT
ajgt-2906	18	8	(	(	PUNCT
ajgt-2906	18	9	2016	2016	NUM
ajgt-2906	18	10	)	)	PUNCT
ajgt-2906	18	11	,	,	PUNCT
ajgt-2906	18	12	oil	oil	NOUN
ajgt-2906	18	13	spills	spill	NOUN
ajgt-2906	18	14	are	be	AUX
ajgt-2906	18	15	caused	cause	VERB
ajgt-2906	18	16	by	by	ADP
ajgt-2906	18	17	deteriorating	deteriorate	VERB
ajgt-2906	18	18	infrastructure	infrastructure	NOUN
ajgt-2906	18	19	,	,	PUNCT
ajgt-2906	18	20	malfunctioning	malfunction	VERB
ajgt-2906	18	21	machinery	machinery	NOUN
ajgt-2906	18	22	,	,	PUNCT
ajgt-2906	18	23	operational	operational	ADJ
ajgt-2906	18	24	accidents	accident	NOUN
ajgt-2906	18	25	,	,	PUNCT
ajgt-2906	18	26	sabotage	sabotage	NOUN
ajgt-2906	18	27	,	,	PUNCT
ajgt-2906	18	28	and	and	CCONJ
ajgt-2906	18	29	theft	theft	NOUN
ajgt-2906	18	30	.	.	PUNCT
ajgt-2906	19	1	the	the	DET
ajgt-2906	19	2	dangers	danger	NOUN
ajgt-2906	19	3	associated	associate	VERB
ajgt-2906	19	4	with	with	ADP
ajgt-2906	19	5	oil	oil	NOUN
ajgt-2906	19	6	spills	spill	NOUN
ajgt-2906	19	7	are	be	AUX
ajgt-2906	19	8	numerous	numerous	ADJ
ajgt-2906	19	9	and	and	CCONJ
ajgt-2906	19	10	could	could	AUX
ajgt-2906	19	11	make	make	VERB
ajgt-2906	19	12	life	life	NOUN
ajgt-2906	19	13	unbearable	unbearable	ADJ
ajgt-2906	19	14	for	for	ADP
ajgt-2906	19	15	the	the	DET
ajgt-2906	19	16	inhabitants	inhabitant	NOUN
ajgt-2906	19	17	of	of	ADP
ajgt-2906	19	18	impacted	impact	VERB
ajgt-2906	19	19	regions	region	NOUN
ajgt-2906	19	20	.	.	PUNCT
ajgt-2906	20	1	environmental	environmental	ADJ
ajgt-2906	20	2	problems	problem	NOUN
ajgt-2906	20	3	brought	bring	VERB
ajgt-2906	20	4	on	on	ADP
ajgt-2906	20	5	by	by	ADP
ajgt-2906	20	6	oil	oil	NOUN
ajgt-2906	20	7	spill	spill	NOUN
ajgt-2906	20	8	contamination	contamination	NOUN
ajgt-2906	20	9	grew	grow	VERB
ajgt-2906	20	10	in	in	ADP
ajgt-2906	20	11	severity	severity	NOUN
ajgt-2906	20	12	throughout	throughout	ADP
ajgt-2906	20	13	the	the	DET
ajgt-2906	20	14	20th	20th	ADJ
ajgt-2906	20	15	century	century	NOUN
ajgt-2906	20	16	.	.	PUNCT
ajgt-2906	21	1	among	among	ADP
ajgt-2906	21	2	the	the	DET
ajgt-2906	21	3	nine	nine	NUM
ajgt-2906	21	4	niger	niger	NOUN
ajgt-2906	21	5	delta	delta	NOUN
ajgt-2906	21	6	states	state	NOUN
ajgt-2906	21	7	,	,	PUNCT
ajgt-2906	21	8	rivers	river	NOUN
ajgt-2906	21	9	state	state	NOUN
ajgt-2906	21	10	accounted	account	VERB
ajgt-2906	21	11	for	for	ADP
ajgt-2906	21	12	more	more	ADJ
ajgt-2906	21	13	than	than	ADP
ajgt-2906	21	14	half	half	NOUN
ajgt-2906	21	15	of	of	ADP
ajgt-2906	21	16	all	all	DET
ajgt-2906	21	17	oil	oil	NOUN
ajgt-2906	21	18	spill	spill	NOUN
ajgt-2906	21	19	occurrences	occurrence	NOUN
ajgt-2906	21	20	reported	report	VERB
ajgt-2906	21	21	by	by	ADP
ajgt-2906	21	22	shell	shell	ADJ
ajgt-2906	21	23	petroleum	petroleum	NOUN
ajgt-2906	21	24	development	development	NOUN
ajgt-2906	21	25	company	company	NOUN
ajgt-2906	21	26	(	(	PUNCT
ajgt-2906	21	27	spdc	spdc	PROPN
ajgt-2906	21	28	)	)	PUNCT
ajgt-2906	21	29	(	(	PUNCT
ajgt-2906	21	30	mohamadi	mohamadi	NOUN
ajgt-2906	21	31	et	et	PROPN
ajgt-2906	21	32	al	al	PROPN
ajgt-2906	21	33	.	.	PROPN
ajgt-2906	21	34	,	,	PUNCT
ajgt-2906	21	35	2016	2016	NUM
ajgt-2906	21	36	)	)	PUNCT
ajgt-2906	21	37	.	.	PUNCT
ajgt-2906	22	1	obio	obio	ADV
ajgt-2906	22	2	/	/	SYM
ajgt-2906	22	3	akpor	akpor	ADJ
ajgt-2906	22	4	local	local	ADJ
ajgt-2906	22	5	government	government	NOUN
ajgt-2906	22	6	area	area	NOUN
ajgt-2906	22	7	(	(	PUNCT
ajgt-2906	22	8	study	study	NOUN
ajgt-2906	22	9	area	area	NOUN
ajgt-2906	22	10	)	)	PUNCT
ajgt-2906	22	11	has	have	AUX
ajgt-2906	22	12	experienced	experience	VERB
ajgt-2906	22	13	several	several	ADJ
ajgt-2906	22	14	oil	oil	NOUN
ajgt-2906	22	15	spill	spill	NOUN
ajgt-2906	22	16	incidents	incident	NOUN
ajgt-2906	22	17	.	.	PUNCT
ajgt-2906	23	1	for	for	ADP
ajgt-2906	23	2	example	example	NOUN
ajgt-2906	23	3	,	,	PUNCT
ajgt-2906	23	4	on	on	ADP
ajgt-2906	23	5	november	november	PROPN
ajgt-2906	23	6	6th	6th	NOUN
ajgt-2906	23	7	,	,	PUNCT
ajgt-2906	23	8	2020	2020	NUM
ajgt-2906	23	9	,	,	PUNCT
ajgt-2906	23	10	a	a	DET
ajgt-2906	23	11	punch	punch	NOUN
ajgt-2906	23	12	newspaper	newspaper	NOUN
ajgt-2906	23	13	publication	publication	NOUN
ajgt-2906	23	14	by	by	ADP
ajgt-2906	23	15	dennis	dennis	PROPN
ajgt-2906	23	16	naku	naku	PROPN
ajgt-2906	23	17	,	,	PUNCT
ajgt-2906	23	18	reported	report	VERB
ajgt-2906	23	19	the	the	DET
ajgt-2906	23	20	oil	oil	NOUN
ajgt-2906	23	21	spill	spill	NOUN
ajgt-2906	23	22	incident	incident	NOUN
ajgt-2906	23	23	that	that	PRON
ajgt-2906	23	24	occurred	occur	VERB
ajgt-2906	23	25	at	at	ADP
ajgt-2906	23	26	umuchem	umuchem	PROPN
ajgt-2906	23	27	community	community	NOUN
ajgt-2906	23	28	in	in	ADP
ajgt-2906	23	29	obio	obio	ADV
ajgt-2906	23	30	/	/	SYM
ajgt-2906	23	31	akpor	akpor	ADJ
ajgt-2906	23	32	lga	lga	NOUN
ajgt-2906	23	33	.	.	PUNCT
ajgt-2906	24	1	concerned	concerned	ADJ
ajgt-2906	24	2	that	that	SCONJ
ajgt-2906	24	3	there	there	PRON
ajgt-2906	24	4	would	would	AUX
ajgt-2906	24	5	be	be	AUX
ajgt-2906	24	6	an	an	DET
ajgt-2906	24	7	explosion	explosion	NOUN
ajgt-2906	24	8	,	,	PUNCT
ajgt-2906	24	9	the	the	DET
ajgt-2906	24	10	residents	resident	NOUN
ajgt-2906	24	11	of	of	ADP
ajgt-2906	24	12	the	the	DET
ajgt-2906	24	13	umuchem	umuchem	PROPN
ajgt-2906	24	14	community	community	NOUN
ajgt-2906	24	15	signaled	signal	VERB
ajgt-2906	24	16	the	the	DET
ajgt-2906	24	17	alarm	alarm	NOUN
ajgt-2906	24	18	.	.	PUNCT
ajgt-2906	25	1	another	another	DET
ajgt-2906	25	2	incident	incident	NOUN
ajgt-2906	25	3	occurred	occur	VERB
ajgt-2906	25	4	on	on	ADP
ajgt-2906	25	5	december	december	PROPN
ajgt-2906	25	6	19	19	NUM
ajgt-2906	25	7	when	when	SCONJ
ajgt-2906	25	8	a	a	DET
ajgt-2906	25	9	pipeline	pipeline	NOUN
ajgt-2906	25	10	operated	operate	VERB
ajgt-2906	25	11	by	by	ADP
ajgt-2906	25	12	the	the	DET
ajgt-2906	25	13	shell	shell	ADJ
ajgt-2906	25	14	petroleum	petroleum	NOUN
ajgt-2906	25	15	development	development	NOUN
ajgt-2906	25	16	company	company	NOUN
ajgt-2906	25	17	,	,	PUNCT
ajgt-2906	25	18	spdc	spdc	PROPN
ajgt-2906	25	19	,	,	PUNCT
ajgt-2906	25	20	burst	burst	ADJ
ajgt-2906	25	21	and	and	CCONJ
ajgt-2906	25	22	spilled	spill	VERB
ajgt-2906	25	23	crude	crude	ADJ
ajgt-2906	25	24	oil	oil	NOUN
ajgt-2906	25	25	in	in	ADP
ajgt-2906	25	26	the	the	DET
ajgt-2906	25	27	eneka	eneka	NOUN
ajgt-2906	25	28	community	community	NOUN
ajgt-2906	25	29	in	in	ADP
ajgt-2906	25	30	obio	obio	NOUN
ajgt-2906	25	31	/	/	SYM
ajgt-2906	25	32	akpor	akpor	ADJ
ajgt-2906	25	33	local	local	ADJ
ajgt-2906	25	34	government	government	NOUN
ajgt-2906	25	35	area	area	NOUN
ajgt-2906	25	36	(	(	PUNCT
ajgt-2906	25	37	udoma	udoma	ADJ
ajgt-2906	25	38	,	,	PUNCT
ajgt-2906	25	39	2019	2019	NUM
ajgt-2906	25	40	)	)	PUNCT
ajgt-2906	25	41	.	.	PUNCT
ajgt-2906	26	1	on	on	ADP
ajgt-2906	26	2	december	december	PROPN
ajgt-2906	26	3	3rd	3rd	NOUN
ajgt-2906	26	4	,	,	PUNCT
ajgt-2906	26	5	2003	2003	NUM
ajgt-2906	26	6	,	,	PUNCT
ajgt-2906	26	7	an	an	DET
ajgt-2906	26	8	oil	oil	NOUN
ajgt-2906	26	9	spill	spill	NOUN
ajgt-2906	26	10	occurred	occur	VERB
ajgt-2906	26	11	from	from	ADP
ajgt-2906	26	12	an	an	DET
ajgt-2906	26	13	8	8	NUM
ajgt-2906	26	14	”	"	PUNCT
ajgt-2906	26	15	pipeline	pipeline	NOUN
ajgt-2906	26	16	between	between	ADP
ajgt-2906	26	17	agbada	agbada	PROPN
ajgt-2906	26	18	fs	fs	PROPN
ajgt-2906	26	19	and	and	CCONJ
ajgt-2906	26	20	nkpoku	nkpoku	PROPN
ajgt-2906	26	21	manifold	manifold	NOUN
ajgt-2906	26	22	operated	operate	VERB
ajgt-2906	26	23	by	by	ADP
ajgt-2906	26	24	spdc	spdc	PROPN
ajgt-2906	26	25	,	,	PUNCT
ajgt-2906	26	26	at	at	ADP
ajgt-2906	26	27	rukpokwu	rukpokwu	NOUN
ajgt-2906	26	28	community	community	NOUN
ajgt-2906	26	29	in	in	ADP
ajgt-2906	26	30	obio	obio	NOUN
ajgt-2906	26	31	/	/	SYM
ajgt-2906	26	32	akpor	akpor	ADJ
ajgt-2906	26	33	lga	lga	NOUN
ajgt-2906	26	34	of	of	ADP
ajgt-2906	26	35	rivers	river	NOUN
ajgt-2906	26	36	state	state	NOUN
ajgt-2906	26	37	(	(	PUNCT
ajgt-2906	26	38	bassy	bassy	PROPN
ajgt-2906	26	39	,	,	PUNCT
ajgt-2906	26	40	2004	2004	NUM
ajgt-2906	26	41	)	)	PUNCT
ajgt-2906	26	42	.	.	PUNCT
ajgt-2906	27	1	it	it	PRON
ajgt-2906	27	2	was	be	AUX
ajgt-2906	27	3	estimated	estimate	VERB
ajgt-2906	27	4	that	that	SCONJ
ajgt-2906	27	5	81	81	NUM
ajgt-2906	27	6	barrels	barrel	NOUN
ajgt-2906	27	7	of	of	ADP
ajgt-2906	27	8	crude	crude	ADJ
ajgt-2906	27	9	oil	oil	NOUN
ajgt-2906	27	10	leaked	leak	VERB
ajgt-2906	27	11	into	into	ADP
ajgt-2906	27	12	the	the	DET
ajgt-2906	27	13	environment	environment	NOUN
ajgt-2906	27	14	.	.	PUNCT
ajgt-2906	28	1	oil	oil	NOUN
ajgt-2906	28	2	spills	spill	NOUN
ajgt-2906	28	3	have	have	VERB
ajgt-2906	28	4	the	the	DET
ajgt-2906	28	5	potential	potential	NOUN
ajgt-2906	28	6	to	to	PART
ajgt-2906	28	7	destroy	destroy	VERB
ajgt-2906	28	8	the	the	DET
ajgt-2906	28	9	ecosystem	ecosystem	NOUN
ajgt-2906	28	10	if	if	SCONJ
ajgt-2906	28	11	left	leave	VERB
ajgt-2906	28	12	unchecked	unchecked	ADJ
ajgt-2906	28	13	or	or	CCONJ
ajgt-2906	28	14	properly	properly	ADV
ajgt-2906	28	15	managed	manage	VERB
ajgt-2906	28	16	(	(	PUNCT
ajgt-2906	28	17	agunobi	agunobi	NOUN
ajgt-2906	28	18	et	et	PROPN
ajgt-2906	28	19	al	al	PROPN
ajgt-2906	28	20	.	.	PROPN
ajgt-2906	28	21	,	,	PUNCT
ajgt-2906	28	22	2014	2014	NUM
ajgt-2906	28	23	)	)	PUNCT
ajgt-2906	28	24	.	.	PUNCT
ajgt-2906	29	1	in	in	ADP
ajgt-2906	29	2	addition	addition	NOUN
ajgt-2906	29	3	,	,	PUNCT
ajgt-2906	29	4	the	the	DET
ajgt-2906	29	5	residents	resident	NOUN
ajgt-2906	29	6	of	of	ADP
ajgt-2906	29	7	obio	obio	ADV
ajgt-2906	29	8	/	/	SYM
ajgt-2906	29	9	akpor	akpor	ADJ
ajgt-2906	29	10	local	local	ADJ
ajgt-2906	29	11	government	government	NOUN
ajgt-2906	29	12	area	area	NOUN
ajgt-2906	29	13	have	have	AUX
ajgt-2906	29	14	cried	cry	VERB
ajgt-2906	29	15	out	out	ADP
ajgt-2906	29	16	for	for	ADP
ajgt-2906	29	17	assistance	assistance	NOUN
ajgt-2906	29	18	regarding	regard	VERB
ajgt-2906	29	19	the	the	DET
ajgt-2906	29	20	frequent	frequent	ADJ
ajgt-2906	29	21	oil	oil	NOUN
ajgt-2906	29	22	spills	spill	NOUN
ajgt-2906	29	23	,	,	PUNCT
ajgt-2906	29	24	to	to	PART
ajgt-2906	29	25	shell	shell	VERB
ajgt-2906	29	26	petroleum	petroleum	NOUN
ajgt-2906	29	27	development	development	NOUN
ajgt-2906	29	28	company	company	NOUN
ajgt-2906	29	29	(	(	PUNCT
ajgt-2906	29	30	spdc	spdc	PROPN
ajgt-2906	29	31	)	)	PUNCT
ajgt-2906	29	32	,	,	PUNCT
ajgt-2906	29	33	humanitarian	humanitarian	ADJ
ajgt-2906	29	34	organizations	organization	NOUN
ajgt-2906	29	35	,	,	PUNCT
ajgt-2906	29	36	and	and	CCONJ
ajgt-2906	29	37	state	state	NOUN
ajgt-2906	29	38	and	and	CCONJ
ajgt-2906	29	39	local	local	ADJ
ajgt-2906	29	40	governments	government	NOUN
ajgt-2906	29	41	(	(	PUNCT
ajgt-2906	29	42	naku	naku	PROPN
ajgt-2906	29	43	,	,	PUNCT
ajgt-2906	29	44	2020	2020	NUM
ajgt-2906	29	45	)	)	PUNCT
ajgt-2906	29	46	.	.	PUNCT
ajgt-2906	30	1	therefore	therefore	ADV
ajgt-2906	30	2	,	,	PUNCT
ajgt-2906	30	3	it	it	PRON
ajgt-2906	30	4	is	be	AUX
ajgt-2906	30	5	necessary	necessary	ADJ
ajgt-2906	30	6	to	to	PART
ajgt-2906	30	7	properly	properly	ADV
ajgt-2906	30	8	analyze	analyze	VERB
ajgt-2906	30	9	data	datum	NOUN
ajgt-2906	30	10	and	and	CCONJ
ajgt-2906	30	11	offer	offer	VERB
ajgt-2906	30	12	information	information	NOUN
ajgt-2906	30	13	on	on	ADP
ajgt-2906	30	14	this	this	DET
ajgt-2906	30	15	matter	matter	NOUN
ajgt-2906	30	16	.	.	PUNCT
ajgt-2906	31	1	hence	hence	ADV
ajgt-2906	31	2	,	,	PUNCT
ajgt-2906	31	3	this	this	DET
ajgt-2906	31	4	study	study	NOUN
ajgt-2906	31	5	investigated	investigate	VERB
ajgt-2906	31	6	the	the	DET
ajgt-2906	31	7	extent	extent	NOUN
ajgt-2906	31	8	,	,	PUNCT
ajgt-2906	31	9	severity	severity	NOUN
ajgt-2906	31	10	,	,	PUNCT
ajgt-2906	31	11	and	and	CCONJ
ajgt-2906	31	12	impact	impact	NOUN
ajgt-2906	31	13	of	of	ADP
ajgt-2906	31	14	these	these	DET
ajgt-2906	31	15	spills	spill	NOUN
ajgt-2906	31	16	using	use	VERB
ajgt-2906	31	17	environmental	environmental	ADJ
ajgt-2906	31	18	parameters	parameter	NOUN
ajgt-2906	31	19	such	such	ADJ
ajgt-2906	31	20	as	as	ADP
ajgt-2906	31	21	vegetation	vegetation	NOUN
ajgt-2906	31	22	,	,	PUNCT
ajgt-2906	31	23	waterbodies	waterbodie	NOUN
ajgt-2906	31	24	,	,	PUNCT
ajgt-2906	31	25	land	land	NOUN
ajgt-2906	31	26	surface	surface	NOUN
ajgt-2906	31	27	temperature	temperature	NOUN
ajgt-2906	31	28	,	,	PUNCT
ajgt-2906	31	29	and	and	CCONJ
ajgt-2906	31	30	built	build	VERB
ajgt-2906	31	31	-	-	PUNCT
ajgt-2906	31	32	up	up	ADP
ajgt-2906	31	33	areas	area	NOUN
ajgt-2906	31	34	through	through	ADP
ajgt-2906	31	35	geospatial	geospatial	ADJ
ajgt-2906	31	36	analysis	analysis	NOUN
ajgt-2906	31	37	.	.	PUNCT
ajgt-2906	32	1	the	the	DET
ajgt-2906	32	2	following	follow	VERB
ajgt-2906	32	3	research	research	NOUN
ajgt-2906	32	4	questions	question	NOUN
ajgt-2906	32	5	enable	enable	VERB
ajgt-2906	32	6	the	the	DET
ajgt-2906	32	7	pa	pa	PROPN
ajgt-2906	32	8	ge	ge	PROPN
ajgt-2906	32	9	52	52	NUM
ajgt-2906	32	10	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	32	11	am	be	AUX
ajgt-2906	32	12	.	.	PUNCT
ajgt-2906	33	1	j.	j.	PROPN
ajgt-2906	33	2	geo	geo	PROPN
ajgt-2906	33	3	spat	spat	PROPN
ajgt-2906	33	4	.	.	PUNCT
ajgt-2906	34	1	technol	technol	PROPN
ajgt-2906	34	2	.	.	PUNCT
ajgt-2906	35	1	3(1	3(1	NUM
ajgt-2906	35	2	)	)	PUNCT
ajgt-2906	35	3	51	51	NUM
ajgt-2906	35	4	-	-	SYM
ajgt-2906	35	5	68	68	NUM
ajgt-2906	35	6	,	,	PUNCT
ajgt-2906	35	7	2024	2024	NUM
ajgt-2906	35	8	research	research	NOUN
ajgt-2906	35	9	aim	aim	VERB
ajgt-2906	35	10	to	to	PART
ajgt-2906	35	11	be	be	AUX
ajgt-2906	35	12	achieved	achieve	VERB
ajgt-2906	35	13	:	:	PUNCT
ajgt-2906	35	14	(	(	PUNCT
ajgt-2906	35	15	i	i	NOUN
ajgt-2906	35	16	)	)	PUNCT
ajgt-2906	35	17	what	what	PRON
ajgt-2906	35	18	are	be	AUX
ajgt-2906	35	19	the	the	DET
ajgt-2906	35	20	temporal	temporal	ADJ
ajgt-2906	35	21	patterns	pattern	NOUN
ajgt-2906	35	22	in	in	ADP
ajgt-2906	35	23	ndvi	ndvi	PROPN
ajgt-2906	35	24	,	,	PUNCT
ajgt-2906	35	25	ndwi	ndwi	PROPN
ajgt-2906	35	26	,	,	PUNCT
ajgt-2906	35	27	lst	lst	NOUN
ajgt-2906	35	28	,	,	PUNCT
ajgt-2906	35	29	and	and	CCONJ
ajgt-2906	35	30	ndbi	ndbi	ADJ
ajgt-2906	35	31	?	?	PUNCT
ajgt-2906	36	1	(	(	PUNCT
ajgt-2906	36	2	ii	ii	X
ajgt-2906	36	3	)	)	PUNCT
ajgt-2906	36	4	what	what	PRON
ajgt-2906	36	5	is	be	AUX
ajgt-2906	36	6	the	the	DET
ajgt-2906	36	7	relative	relative	ADJ
ajgt-2906	36	8	significance	significance	NOUN
ajgt-2906	36	9	of	of	ADP
ajgt-2906	36	10	each	each	DET
ajgt-2906	36	11	criterion	criterion	NOUN
ajgt-2906	36	12	in	in	ADP
ajgt-2906	36	13	accurately	accurately	ADV
ajgt-2906	36	14	expressing	express	VERB
ajgt-2906	36	15	the	the	DET
ajgt-2906	36	16	extent	extent	NOUN
ajgt-2906	36	17	and	and	CCONJ
ajgt-2906	36	18	severity	severity	NOUN
ajgt-2906	36	19	of	of	ADP
ajgt-2906	36	20	oil	oil	NOUN
ajgt-2906	36	21	spills	spill	NOUN
ajgt-2906	36	22	in	in	ADP
ajgt-2906	36	23	the	the	DET
ajgt-2906	36	24	study	study	NOUN
ajgt-2906	36	25	area	area	NOUN
ajgt-2906	36	26	?	?	PUNCT
ajgt-2906	37	1	(	(	PUNCT
ajgt-2906	37	2	iii	iii	X
ajgt-2906	37	3	)	)	PUNCT
ajgt-2906	37	4	what	what	PRON
ajgt-2906	37	5	is	be	AUX
ajgt-2906	37	6	the	the	DET
ajgt-2906	37	7	oil	oil	NOUN
ajgt-2906	37	8	spill	spill	NOUN
ajgt-2906	37	9	index	index	NOUN
ajgt-2906	37	10	of	of	ADP
ajgt-2906	37	11	the	the	DET
ajgt-2906	37	12	study	study	NOUN
ajgt-2906	37	13	area	area	NOUN
ajgt-2906	37	14	?	?	PUNCT
ajgt-2906	38	1	(	(	PUNCT
ajgt-2906	38	2	iv	iv	X
ajgt-2906	38	3	)	)	PUNCT
ajgt-2906	38	4	how	how	SCONJ
ajgt-2906	38	5	accurate	accurate	ADJ
ajgt-2906	38	6	is	be	AUX
ajgt-2906	38	7	the	the	DET
ajgt-2906	38	8	oil	oil	NOUN
ajgt-2906	38	9	spill	spill	NOUN
ajgt-2906	38	10	index	index	NOUN
ajgt-2906	38	11	?	?	PUNCT
ajgt-2906	39	1	this	this	DET
ajgt-2906	39	2	study	study	NOUN
ajgt-2906	39	3	addresses	address	VERB
ajgt-2906	39	4	these	these	DET
ajgt-2906	39	5	issues	issue	NOUN
ajgt-2906	39	6	using	use	VERB
ajgt-2906	39	7	geospatial	geospatial	ADJ
ajgt-2906	39	8	method	method	NOUN
ajgt-2906	39	9	,	,	PUNCT
ajgt-2906	39	10	utilizing	utilize	VERB
ajgt-2906	39	11	both	both	CCONJ
ajgt-2906	39	12	remote	remote	ADJ
ajgt-2906	39	13	sensing	sense	VERB
ajgt-2906	39	14	data	datum	NOUN
ajgt-2906	39	15	and	and	CCONJ
ajgt-2906	39	16	analytical	analytical	ADJ
ajgt-2906	39	17	framework	framework	NOUN
ajgt-2906	39	18	to	to	PART
ajgt-2906	39	19	provide	provide	VERB
ajgt-2906	39	20	valuable	valuable	ADJ
ajgt-2906	39	21	insight	insight	NOUN
ajgt-2906	39	22	into	into	ADP
ajgt-2906	39	23	the	the	DET
ajgt-2906	39	24	temporal	temporal	ADJ
ajgt-2906	39	25	dynamics	dynamic	NOUN
ajgt-2906	39	26	of	of	ADP
ajgt-2906	39	27	oil	oil	NOUN
ajgt-2906	39	28	spill	spill	NOUN
ajgt-2906	39	29	contamination	contamination	NOUN
ajgt-2906	39	30	in	in	ADP
ajgt-2906	39	31	the	the	DET
ajgt-2906	39	32	study	study	NOUN
ajgt-2906	39	33	area	area	NOUN
ajgt-2906	39	34	.	.	PUNCT
ajgt-2906	40	1	literature	literature	NOUN
ajgt-2906	40	2	review	review	VERB
ajgt-2906	40	3	the	the	DET
ajgt-2906	40	4	compilation	compilation	NOUN
ajgt-2906	40	5	of	of	ADP
ajgt-2906	40	6	research	research	NOUN
ajgt-2906	40	7	examined	examine	VERB
ajgt-2906	40	8	in	in	ADP
ajgt-2906	40	9	this	this	DET
ajgt-2906	40	10	study	study	NOUN
ajgt-2906	40	11	shows	show	VERB
ajgt-2906	40	12	considerable	considerable	ADJ
ajgt-2906	40	13	advancements	advancement	NOUN
ajgt-2906	40	14	in	in	ADP
ajgt-2906	40	15	methodological	methodological	ADJ
ajgt-2906	40	16	,	,	PUNCT
ajgt-2906	40	17	as	as	ADV
ajgt-2906	40	18	well	well	ADV
ajgt-2906	40	19	as	as	SCONJ
ajgt-2906	40	20	the	the	DET
ajgt-2906	40	21	complexities	complexity	NOUN
ajgt-2906	40	22	encountered	encounter	VERB
ajgt-2906	40	23	in	in	ADP
ajgt-2906	40	24	the	the	DET
ajgt-2906	40	25	context	context	NOUN
ajgt-2906	40	26	of	of	ADP
ajgt-2906	40	27	oil	oil	NOUN
ajgt-2906	40	28	spill	spill	NOUN
ajgt-2906	40	29	investigation	investigation	NOUN
ajgt-2906	40	30	,	,	PUNCT
ajgt-2906	40	31	particularly	particularly	ADV
ajgt-2906	40	32	using	use	VERB
ajgt-2906	40	33	geospatial	geospatial	ADJ
ajgt-2906	40	34	technology	technology	NOUN
ajgt-2906	40	35	.	.	PUNCT
ajgt-2906	41	1	park	park	NOUN
ajgt-2906	41	2	et	et	PROPN
ajgt-2906	41	3	al	al	PROPN
ajgt-2906	41	4	.	.	PROPN
ajgt-2906	41	5	,	,	PUNCT
ajgt-2906	41	6	(	(	PUNCT
ajgt-2906	41	7	2016	2016	NUM
ajgt-2906	41	8	)	)	PUNCT
ajgt-2906	41	9	examined	examine	VERB
ajgt-2906	41	10	the	the	DET
ajgt-2906	41	11	oil	oil	NOUN
ajgt-2906	41	12	spill	spill	NOUN
ajgt-2906	41	13	pattern	pattern	NOUN
ajgt-2906	41	14	from	from	ADP
ajgt-2906	41	15	various	various	ADJ
ajgt-2906	41	16	types	type	NOUN
ajgt-2906	41	17	of	of	ADP
ajgt-2906	41	18	accidents	accident	NOUN
ajgt-2906	41	19	and	and	CCONJ
ajgt-2906	41	20	contaminants	contaminant	NOUN
ajgt-2906	41	21	.	.	PUNCT
ajgt-2906	42	1	they	they	PRON
ajgt-2906	42	2	utilized	utilize	VERB
ajgt-2906	42	3	temporal	temporal	ADJ
ajgt-2906	42	4	,	,	PUNCT
ajgt-2906	42	5	geographical	geographical	ADJ
ajgt-2906	42	6	,	,	PUNCT
ajgt-2906	42	7	and	and	CCONJ
ajgt-2906	42	8	spatiotemporal	spatiotemporal	ADJ
ajgt-2906	42	9	analysis	analysis	NOUN
ajgt-2906	42	10	to	to	PART
ajgt-2906	42	11	examine	examine	VERB
ajgt-2906	42	12	the	the	DET
ajgt-2906	42	13	environmental	environmental	ADJ
ajgt-2906	42	14	incidents	incident	NOUN
ajgt-2906	42	15	associated	associate	VERB
ajgt-2906	42	16	with	with	ADP
ajgt-2906	42	17	oil	oil	NOUN
ajgt-2906	42	18	spills	spill	NOUN
ajgt-2906	42	19	that	that	PRON
ajgt-2906	42	20	occurred	occur	VERB
ajgt-2906	42	21	in	in	ADP
ajgt-2906	42	22	north	north	PROPN
ajgt-2906	42	23	dakota	dakota	NOUN
ajgt-2906	42	24	between	between	ADP
ajgt-2906	42	25	2000	2000	NUM
ajgt-2906	42	26	and	and	CCONJ
ajgt-2906	42	27	2014	2014	NUM
ajgt-2906	42	28	as	as	ADP
ajgt-2906	42	29	a	a	DET
ajgt-2906	42	30	result	result	NOUN
ajgt-2906	42	31	of	of	ADP
ajgt-2906	42	32	the	the	DET
ajgt-2906	42	33	oil	oil	NOUN
ajgt-2906	42	34	boom	boom	NOUN
ajgt-2906	42	35	.	.	PUNCT
ajgt-2906	43	1	ivanov	ivanov	PROPN
ajgt-2906	43	2	and	and	CCONJ
ajgt-2906	43	3	zatyagalova	zatyagalova	PROPN
ajgt-2906	43	4	,	,	PUNCT
ajgt-2906	43	5	(	(	PUNCT
ajgt-2906	43	6	2014	2014	NUM
ajgt-2906	43	7	)	)	PUNCT
ajgt-2906	43	8	mapped	map	VERB
ajgt-2906	43	9	oil	oil	NOUN
ajgt-2906	43	10	spills	spill	NOUN
ajgt-2906	43	11	in	in	ADP
ajgt-2906	43	12	the	the	DET
ajgt-2906	43	13	marine	marine	ADJ
ajgt-2906	43	14	environment	environment	NOUN
ajgt-2906	43	15	in	in	ADP
ajgt-2906	43	16	the	the	DET
ajgt-2906	43	17	gulf	gulf	PROPN
ajgt-2906	43	18	of	of	ADP
ajgt-2906	43	19	thailand	thailand	PROPN
ajgt-2906	43	20	,	,	PUNCT
ajgt-2906	43	21	the	the	DET
ajgt-2906	43	22	caspian	caspian	PROPN
ajgt-2906	43	23	sea	sea	PROPN
ajgt-2906	43	24	,	,	PUNCT
ajgt-2906	43	25	the	the	DET
ajgt-2906	43	26	black	black	PROPN
ajgt-2906	43	27	sea	sea	NOUN
ajgt-2906	43	28	,	,	PUNCT
ajgt-2906	43	29	and	and	CCONJ
ajgt-2906	43	30	the	the	DET
ajgt-2906	43	31	sea	sea	NOUN
ajgt-2906	43	32	of	of	ADP
ajgt-2906	43	33	okhotsk	okhotsk	NOUN
ajgt-2906	43	34	using	use	VERB
ajgt-2906	43	35	gis	gis	PROPN
ajgt-2906	43	36	and	and	CCONJ
ajgt-2906	43	37	sar	sar	PROPN
ajgt-2906	43	38	technologies	technology	NOUN
ajgt-2906	43	39	.	.	PUNCT
ajgt-2906	44	1	in	in	ADP
ajgt-2906	44	2	addition	addition	NOUN
ajgt-2906	44	3	,	,	PUNCT
ajgt-2906	44	4	whanda	whanda	NOUN
ajgt-2906	44	5	,	,	PUNCT
ajgt-2906	44	6	et	et	PROPN
ajgt-2906	44	7	al	al	PROPN
ajgt-2906	44	8	.	.	PROPN
ajgt-2906	44	9	,	,	PUNCT
ajgt-2906	44	10	(	(	PUNCT
ajgt-2906	44	11	2016	2016	NUM
ajgt-2906	44	12	)	)	PUNCT
ajgt-2906	44	13	evaluated	evaluate	VERB
ajgt-2906	44	14	the	the	DET
ajgt-2906	44	15	geographic	geographic	ADJ
ajgt-2906	44	16	cluster	cluster	NOUN
ajgt-2906	44	17	and	and	CCONJ
ajgt-2906	44	18	pattern	pattern	NOUN
ajgt-2906	44	19	of	of	ADP
ajgt-2906	44	20	443	443	NUM
ajgt-2906	44	21	oil	oil	NOUN
ajgt-2906	44	22	spill	spill	NOUN
ajgt-2906	44	23	incident	incident	NOUN
ajgt-2906	44	24	sites	site	NOUN
ajgt-2906	44	25	using	use	VERB
ajgt-2906	44	26	three	three	NUM
ajgt-2906	44	27	geospatial	geospatial	ADJ
ajgt-2906	44	28	methodologies	methodology	NOUN
ajgt-2906	44	29	and	and	CCONJ
ajgt-2906	44	30	ground	ground	NOUN
ajgt-2906	44	31	data	datum	NOUN
ajgt-2906	44	32	.	.	PUNCT
ajgt-2906	45	1	rajendran	rajendran	PROPN
ajgt-2906	45	2	et	et	PROPN
ajgt-2906	45	3	al	al	PROPN
ajgt-2906	45	4	.	.	PROPN
ajgt-2906	45	5	,	,	PUNCT
ajgt-2906	45	6	(	(	PUNCT
ajgt-2906	45	7	2021	2021	NUM
ajgt-2906	45	8	)	)	PUNCT
ajgt-2906	45	9	developed	develop	VERB
ajgt-2906	45	10	an	an	DET
ajgt-2906	45	11	oil	oil	NOUN
ajgt-2906	45	12	spill	spill	NOUN
ajgt-2906	45	13	index	index	NOUN
ajgt-2906	45	14	by	by	ADP
ajgt-2906	45	15	using	use	VERB
ajgt-2906	45	16	the	the	DET
ajgt-2906	45	17	spectral	spectral	ADJ
ajgt-2906	45	18	band	band	NOUN
ajgt-2906	45	19	of	of	ADP
ajgt-2906	45	20	the	the	DET
ajgt-2906	45	21	sentinel-2	sentinel-2	ADJ
ajgt-2906	45	22	,	,	PUNCT
ajgt-2906	45	23	(	(	PUNCT
ajgt-2906	45	24	osi	osi	X
ajgt-2906	45	25	=	=	SYM
ajgt-2906	45	26	(	(	PUNCT
ajgt-2906	45	27	b3+b4)/b2	b3+b4)/b2	PROPN
ajgt-2906	45	28	)	)	PUNCT
ajgt-2906	45	29	to	to	PART
ajgt-2906	45	30	map	map	VERB
ajgt-2906	45	31	marine	marine	ADJ
ajgt-2906	45	32	oil	oil	NOUN
ajgt-2906	45	33	spills	spill	NOUN
ajgt-2906	45	34	.	.	PUNCT
ajgt-2906	46	1	in	in	ADP
ajgt-2906	46	2	addition	addition	NOUN
ajgt-2906	46	3	,	,	PUNCT
ajgt-2906	46	4	they	they	PRON
ajgt-2906	46	5	used	use	VERB
ajgt-2906	46	6	the	the	DET
ajgt-2906	46	7	drone	drone	NOUN
ajgt-2906	46	8	images	image	NOUN
ajgt-2906	46	9	from	from	ADP
ajgt-2906	46	10	the	the	DET
ajgt-2906	46	11	incident	incident	NOUN
ajgt-2906	46	12	to	to	PART
ajgt-2906	46	13	verify	verify	VERB
ajgt-2906	46	14	the	the	DET
ajgt-2906	46	15	results	result	NOUN
ajgt-2906	46	16	of	of	ADP
ajgt-2906	46	17	the	the	DET
ajgt-2906	46	18	remote	remote	ADJ
ajgt-2906	46	19	sensing	sensing	NOUN
ajgt-2906	46	20	.	.	PUNCT
ajgt-2906	47	1	in	in	ADP
ajgt-2906	47	2	nigeria	nigeria	PROPN
ajgt-2906	47	3	,	,	PUNCT
ajgt-2906	47	4	relevant	relevant	ADJ
ajgt-2906	47	5	studies	study	NOUN
ajgt-2906	47	6	have	have	AUX
ajgt-2906	47	7	been	be	AUX
ajgt-2906	47	8	carried	carry	VERB
ajgt-2906	47	9	out	out	ADP
ajgt-2906	47	10	on	on	ADP
ajgt-2906	47	11	oil	oil	NOUN
ajgt-2906	47	12	spills	spill	NOUN
ajgt-2906	47	13	,	,	PUNCT
ajgt-2906	47	14	to	to	PART
ajgt-2906	47	15	mention	mention	VERB
ajgt-2906	47	16	a	a	DET
ajgt-2906	47	17	few	few	ADJ
ajgt-2906	47	18	;	;	PUNCT
ajgt-2906	47	19	mohamadi	mohamadi	NOUN
ajgt-2906	47	20	et	et	PROPN
ajgt-2906	47	21	al	al	PROPN
ajgt-2906	47	22	.	.	PROPN
ajgt-2906	47	23	,	,	PUNCT
ajgt-2906	47	24	(	(	PUNCT
ajgt-2906	47	25	2016	2016	NUM
ajgt-2906	47	26	)	)	PUNCT
ajgt-2906	47	27	investigated	investigate	VERB
ajgt-2906	47	28	oil	oil	NOUN
ajgt-2906	47	29	spills	spill	NOUN
ajgt-2906	47	30	’	'	PUNCT
ajgt-2906	47	31	influence	influence	NOUN
ajgt-2906	47	32	on	on	ADP
ajgt-2906	47	33	vegetation	vegetation	NOUN
ajgt-2906	47	34	in	in	ADP
ajgt-2906	47	35	nigeria	nigeria	PROPN
ajgt-2906	47	36	and	and	CCONJ
ajgt-2906	47	37	it	it	PRON
ajgt-2906	47	38	determinants	determinant	VERB
ajgt-2906	47	39	.	.	PUNCT
ajgt-2906	48	1	they	they	PRON
ajgt-2906	48	2	made	make	VERB
ajgt-2906	48	3	use	use	NOUN
ajgt-2906	48	4	of	of	ADP
ajgt-2906	48	5	envl	envl	ADJ
ajgt-2906	48	6	and	and	CCONJ
ajgt-2906	48	7	gis	gis	NOUN
ajgt-2906	48	8	to	to	PART
ajgt-2906	48	9	produce	produce	VERB
ajgt-2906	48	10	a	a	DET
ajgt-2906	48	11	multi	multi	ADJ
ajgt-2906	48	12	-	-	ADJ
ajgt-2906	48	13	endmember	endmember	ADJ
ajgt-2906	48	14	spectral	spectral	ADJ
ajgt-2906	48	15	mixture	mixture	NOUN
ajgt-2906	48	16	analysis	analysis	NOUN
ajgt-2906	48	17	(	(	PUNCT
ajgt-2906	48	18	mesma	mesma	NOUN
ajgt-2906	48	19	)	)	PUNCT
ajgt-2906	48	20	model	model	NOUN
ajgt-2906	48	21	.	.	PUNCT
ajgt-2906	49	1	they	they	PRON
ajgt-2906	49	2	were	be	AUX
ajgt-2906	49	3	interested	interested	ADJ
ajgt-2906	49	4	in	in	ADP
ajgt-2906	49	5	the	the	DET
ajgt-2906	49	6	causes	cause	NOUN
ajgt-2906	49	7	and	and	CCONJ
ajgt-2906	49	8	consequences	consequence	NOUN
ajgt-2906	49	9	of	of	ADP
ajgt-2906	49	10	vegetation	vegetation	NOUN
ajgt-2906	49	11	loss	loss	NOUN
ajgt-2906	49	12	brought	bring	VERB
ajgt-2906	49	13	on	on	ADP
ajgt-2906	49	14	by	by	ADP
ajgt-2906	49	15	oil	oil	NOUN
ajgt-2906	49	16	spills	spill	NOUN
ajgt-2906	49	17	.	.	PUNCT
ajgt-2906	50	1	while	while	SCONJ
ajgt-2906	50	2	,	,	PUNCT
ajgt-2906	50	3	the	the	DET
ajgt-2906	50	4	research	research	NOUN
ajgt-2906	50	5	carried	carry	VERB
ajgt-2906	50	6	out	out	ADP
ajgt-2906	50	7	by	by	ADP
ajgt-2906	50	8	balogun	balogun	PROPN
ajgt-2906	50	9	et	et	PROPN
ajgt-2906	50	10	al	al	PROPN
ajgt-2906	50	11	.	.	PROPN
ajgt-2906	50	12	,	,	PUNCT
ajgt-2906	50	13	(	(	PUNCT
ajgt-2906	50	14	2020	2020	NUM
ajgt-2906	50	15	)	)	PUNCT
ajgt-2906	50	16	focused	focus	VERB
ajgt-2906	50	17	on	on	ADP
ajgt-2906	50	18	the	the	DET
ajgt-2906	50	19	effect	effect	NOUN
ajgt-2906	50	20	of	of	ADP
ajgt-2906	50	21	oil	oil	NOUN
ajgt-2906	50	22	spills	spill	NOUN
ajgt-2906	50	23	and	and	CCONJ
ajgt-2906	50	24	the	the	DET
ajgt-2906	50	25	recovery	recovery	NOUN
ajgt-2906	50	26	pattern	pattern	NOUN
ajgt-2906	50	27	of	of	ADP
ajgt-2906	50	28	wetlands	wetland	NOUN
ajgt-2906	50	29	and	and	CCONJ
ajgt-2906	50	30	coastal	coastal	ADJ
ajgt-2906	50	31	vegetation	vegetation	NOUN
ajgt-2906	50	32	by	by	ADP
ajgt-2906	50	33	employing	employ	VERB
ajgt-2906	50	34	multispectral	multispectral	ADJ
ajgt-2906	50	35	satellite	satellite	NOUN
ajgt-2906	50	36	imagery	imagery	NOUN
ajgt-2906	50	37	from	from	ADP
ajgt-2906	50	38	landsat	landsat	PROPN
ajgt-2906	50	39	and	and	CCONJ
ajgt-2906	50	40	machine	machine	NOUN
ajgt-2906	50	41	learning	learning	NOUN
ajgt-2906	50	42	models	model	NOUN
ajgt-2906	50	43	.	.	PUNCT
ajgt-2906	51	1	in	in	ADP
ajgt-2906	51	2	addition	addition	NOUN
ajgt-2906	51	3	,	,	PUNCT
ajgt-2906	51	4	dutsenwai	dutsenwai	PROPN
ajgt-2906	51	5	et	et	PROPN
ajgt-2906	51	6	al	al	PROPN
ajgt-2906	51	7	.	.	PROPN
ajgt-2906	51	8	,	,	PUNCT
ajgt-2906	51	9	(	(	PUNCT
ajgt-2906	51	10	2017	2017	NUM
ajgt-2906	51	11	)	)	PUNCT
ajgt-2906	51	12	study	study	NOUN
ajgt-2906	51	13	in	in	ADP
ajgt-2906	51	14	ogoni	ogoni	ADJ
ajgt-2906	51	15	land	land	NOUN
ajgt-2906	51	16	,	,	PUNCT
ajgt-2906	51	17	rivers	river	NOUN
ajgt-2906	51	18	state	state	NOUN
ajgt-2906	51	19	,	,	PUNCT
ajgt-2906	51	20	observed	observe	VERB
ajgt-2906	51	21	vegetation	vegetation	NOUN
ajgt-2906	51	22	changes	change	NOUN
ajgt-2906	51	23	to	to	ADP
ajgt-2906	51	24	the	the	DET
ajgt-2906	51	25	intensity	intensity	NOUN
ajgt-2906	51	26	of	of	ADP
ajgt-2906	51	27	oil	oil	NOUN
ajgt-2906	51	28	spills	spill	NOUN
ajgt-2906	51	29	,	,	PUNCT
ajgt-2906	51	30	by	by	ADP
ajgt-2906	51	31	employing	employ	VERB
ajgt-2906	51	32	statistical	statistical	ADJ
ajgt-2906	51	33	methods	method	NOUN
ajgt-2906	51	34	and	and	CCONJ
ajgt-2906	51	35	remote	remote	ADJ
ajgt-2906	51	36	sensing	sense	VERB
ajgt-2906	51	37	data	datum	NOUN
ajgt-2906	51	38	(	(	PUNCT
ajgt-2906	51	39	landsat	landsat	PROPN
ajgt-2906	51	40	imageries	imagery	NOUN
ajgt-2906	51	41	)	)	PUNCT
ajgt-2906	51	42	for	for	ADP
ajgt-2906	51	43	the	the	DET
ajgt-2906	51	44	normalized	normalize	VERB
ajgt-2906	51	45	difference	difference	NOUN
ajgt-2906	51	46	vegetation	vegetation	NOUN
ajgt-2906	51	47	index	index	NOUN
ajgt-2906	51	48	(	(	PUNCT
ajgt-2906	51	49	ndvi	ndvi	NOUN
ajgt-2906	51	50	)	)	PUNCT
ajgt-2906	51	51	.	.	PUNCT
ajgt-2906	52	1	synthesizing	synthesize	VERB
ajgt-2906	52	2	the	the	DET
ajgt-2906	52	3	collective	collective	ADJ
ajgt-2906	52	4	body	body	NOUN
ajgt-2906	52	5	of	of	ADP
ajgt-2906	52	6	relevant	relevant	ADJ
ajgt-2906	52	7	studies	study	NOUN
ajgt-2906	52	8	,	,	PUNCT
ajgt-2906	52	9	one	one	PRON
ajgt-2906	52	10	observes	observe	VERB
ajgt-2906	52	11	a	a	DET
ajgt-2906	52	12	rich	rich	ADJ
ajgt-2906	52	13	tapestry	tapestry	NOUN
ajgt-2906	52	14	of	of	ADP
ajgt-2906	52	15	methodologies	methodology	NOUN
ajgt-2906	52	16	,	,	PUNCT
ajgt-2906	52	17	findings	finding	NOUN
ajgt-2906	52	18	,	,	PUNCT
ajgt-2906	52	19	and	and	CCONJ
ajgt-2906	52	20	scholarly	scholarly	ADJ
ajgt-2906	52	21	insights	insight	NOUN
ajgt-2906	52	22	.	.	PUNCT
ajgt-2906	53	1	yet	yet	ADV
ajgt-2906	53	2	,	,	PUNCT
ajgt-2906	53	3	a	a	DET
ajgt-2906	53	4	focused	focused	ADJ
ajgt-2906	53	5	examination	examination	NOUN
ajgt-2906	53	6	of	of	ADP
ajgt-2906	53	7	the	the	DET
ajgt-2906	53	8	integration	integration	NOUN
ajgt-2906	53	9	of	of	ADP
ajgt-2906	53	10	remote	remote	ADJ
ajgt-2906	53	11	sensing	sense	VERB
ajgt-2906	53	12	indices	index	NOUN
ajgt-2906	53	13	–	–	PUNCT
ajgt-2906	53	14	specifically	specifically	ADV
ajgt-2906	53	15	ndvi	ndvi	ADJ
ajgt-2906	53	16	,	,	PUNCT
ajgt-2906	53	17	ndwi	ndwi	PROPN
ajgt-2906	53	18	,	,	PUNCT
ajgt-2906	53	19	lst	lst	NOUN
ajgt-2906	53	20	,	,	PUNCT
ajgt-2906	53	21	and	and	CCONJ
ajgt-2906	53	22	,	,	PUNCT
ajgt-2906	53	23	ndbi	ndbi	ADJ
ajgt-2906	53	24	–	–	PUNCT
ajgt-2906	53	25	in	in	ADP
ajgt-2906	53	26	the	the	DET
ajgt-2906	53	27	context	context	NOUN
ajgt-2906	53	28	of	of	ADP
ajgt-2906	53	29	oil	oil	NOUN
ajgt-2906	53	30	spill	spill	NOUN
ajgt-2906	53	31	impact	impact	NOUN
ajgt-2906	53	32	assessment	assessment	NOUN
ajgt-2906	53	33	remains	remain	VERB
ajgt-2906	53	34	conspicuously	conspicuously	ADV
ajgt-2906	53	35	absent	absent	ADJ
ajgt-2906	53	36	.	.	PUNCT
ajgt-2906	54	1	this	this	DET
ajgt-2906	54	2	study	study	NOUN
ajgt-2906	54	3	endeavours	endeavour	VERB
ajgt-2906	54	4	to	to	PART
ajgt-2906	54	5	bridge	bridge	VERB
ajgt-2906	54	6	this	this	DET
ajgt-2906	54	7	gap	gap	NOUN
ajgt-2906	54	8	by	by	ADP
ajgt-2906	54	9	employing	employ	VERB
ajgt-2906	54	10	the	the	DET
ajgt-2906	54	11	analytic	analytic	ADJ
ajgt-2906	54	12	hierarchy	hierarchy	NOUN
ajgt-2906	54	13	process	process	NOUN
ajgt-2906	54	14	(	(	PUNCT
ajgt-2906	54	15	ahp	ahp	NOUN
ajgt-2906	54	16	)	)	PUNCT
ajgt-2906	54	17	to	to	PART
ajgt-2906	54	18	judiciously	judiciously	ADV
ajgt-2906	54	19	assign	assign	VERB
ajgt-2906	54	20	weights	weight	NOUN
ajgt-2906	54	21	to	to	ADP
ajgt-2906	54	22	these	these	DET
ajgt-2906	54	23	indices	index	NOUN
ajgt-2906	54	24	,	,	PUNCT
ajgt-2906	54	25	reflecting	reflect	VERB
ajgt-2906	54	26	the	the	DET
ajgt-2906	54	27	magnitude	magnitude	NOUN
ajgt-2906	54	28	and	and	CCONJ
ajgt-2906	54	29	severity	severity	NOUN
ajgt-2906	54	30	of	of	ADP
ajgt-2906	54	31	oil	oil	NOUN
ajgt-2906	54	32	spills	spill	NOUN
ajgt-2906	54	33	.	.	PUNCT
ajgt-2906	55	1	the	the	DET
ajgt-2906	55	2	culmination	culmination	NOUN
ajgt-2906	55	3	of	of	ADP
ajgt-2906	55	4	this	this	DET
ajgt-2906	55	5	methodology	methodology	NOUN
ajgt-2906	55	6	is	be	AUX
ajgt-2906	55	7	the	the	DET
ajgt-2906	55	8	creation	creation	NOUN
ajgt-2906	55	9	of	of	ADP
ajgt-2906	55	10	an	an	DET
ajgt-2906	55	11	innovative	innovative	ADJ
ajgt-2906	55	12	oil	oil	NOUN
ajgt-2906	55	13	spill	spill	NOUN
ajgt-2906	55	14	index	index	NOUN
ajgt-2906	55	15	map	map	NOUN
ajgt-2906	55	16	,	,	PUNCT
ajgt-2906	55	17	a	a	DET
ajgt-2906	55	18	methodological	methodological	ADJ
ajgt-2906	55	19	novelty	novelty	NOUN
ajgt-2906	55	20	as	as	ADP
ajgt-2906	55	21	per	per	ADP
ajgt-2906	55	22	the	the	DET
ajgt-2906	55	23	extant	extant	ADJ
ajgt-2906	55	24	literature	literature	NOUN
ajgt-2906	55	25	.	.	PUNCT
ajgt-2906	56	1	furthermore	furthermore	ADV
ajgt-2906	56	2	,	,	PUNCT
ajgt-2906	56	3	validation	validation	NOUN
ajgt-2906	56	4	against	against	ADP
ajgt-2906	56	5	historical	historical	ADJ
ajgt-2906	56	6	data	datum	NOUN
ajgt-2906	56	7	substantiates	substantiate	VERB
ajgt-2906	56	8	the	the	DET
ajgt-2906	56	9	accuracy	accuracy	NOUN
ajgt-2906	56	10	of	of	ADP
ajgt-2906	56	11	the	the	DET
ajgt-2906	56	12	index	index	NOUN
ajgt-2906	56	13	,	,	PUNCT
ajgt-2906	56	14	underscoring	underscore	VERB
ajgt-2906	56	15	the	the	DET
ajgt-2906	56	16	study	study	NOUN
ajgt-2906	56	17	’s	’s	PART
ajgt-2906	56	18	contribution	contribution	NOUN
ajgt-2906	56	19	towards	towards	ADP
ajgt-2906	56	20	a	a	DET
ajgt-2906	56	21	more	more	ADV
ajgt-2906	56	22	comprehensive	comprehensive	ADJ
ajgt-2906	56	23	and	and	CCONJ
ajgt-2906	56	24	integrated	integrated	ADJ
ajgt-2906	56	25	framework	framework	NOUN
ajgt-2906	56	26	for	for	ADP
ajgt-2906	56	27	environmental	environmental	ADJ
ajgt-2906	56	28	monitoring	monitoring	NOUN
ajgt-2906	56	29	and	and	CCONJ
ajgt-2906	56	30	oil	oil	NOUN
ajgt-2906	56	31	spill	spill	NOUN
ajgt-2906	56	32	management	management	NOUN
ajgt-2906	56	33	.	.	PUNCT
ajgt-2906	57	1	materials	material	NOUN
ajgt-2906	57	2	and	and	CCONJ
ajgt-2906	57	3	methods	method	NOUN
ajgt-2906	57	4	study	study	NOUN
ajgt-2906	57	5	area	area	NOUN
ajgt-2906	57	6	obio	obio	ADV
ajgt-2906	57	7	-	-	PUNCT
ajgt-2906	57	8	akpor	akpor	ADJ
ajgt-2906	57	9	local	local	ADJ
ajgt-2906	57	10	government	government	NOUN
ajgt-2906	57	11	area	area	NOUN
ajgt-2906	57	12	(	(	PUNCT
ajgt-2906	57	13	figure	figure	NOUN
ajgt-2906	57	14	1	1	NUM
ajgt-2906	57	15	)	)	PUNCT
ajgt-2906	57	16	is	be	AUX
ajgt-2906	57	17	figure	figure	NOUN
ajgt-2906	57	18	1	1	NUM
ajgt-2906	57	19	:	:	PUNCT
ajgt-2906	57	20	study	study	NOUN
ajgt-2906	57	21	area	area	NOUN
ajgt-2906	57	22	pa	pa	PROPN
ajgt-2906	57	23	ge	ge	PROPN
ajgt-2906	57	24	53	53	NUM
ajgt-2906	57	25	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	57	26	am	be	AUX
ajgt-2906	57	27	.	.	PUNCT
ajgt-2906	58	1	j.	j.	PROPN
ajgt-2906	58	2	geo	geo	PROPN
ajgt-2906	58	3	spat	spat	PROPN
ajgt-2906	58	4	.	.	PUNCT
ajgt-2906	59	1	technol	technol	PROPN
ajgt-2906	59	2	.	.	PUNCT
ajgt-2906	60	1	3(1	3(1	NUM
ajgt-2906	60	2	)	)	PUNCT
ajgt-2906	61	1	51	51	NUM
ajgt-2906	61	2	-	-	SYM
ajgt-2906	61	3	68	68	NUM
ajgt-2906	61	4	,	,	PUNCT
ajgt-2906	61	5	2024	2024	NUM
ajgt-2906	61	6	situated	situate	VERB
ajgt-2906	61	7	geographically	geographically	ADV
ajgt-2906	61	8	between	between	ADP
ajgt-2906	61	9	latitudes	latitude	NOUN
ajgt-2906	61	10	4	4	NUM
ajgt-2906	61	11	°	°	NOUN
ajgt-2906	61	12	45′n	45′n	NUM
ajgt-2906	61	13	and	and	CCONJ
ajgt-2906	61	14	4	4	NUM
ajgt-2906	61	15	°	°	NOUN
ajgt-2906	61	16	55′n	55′n	NUM
ajgt-2906	61	17	and	and	CCONJ
ajgt-2906	61	18	longitudes	longitude	VERB
ajgt-2906	61	19	6	6	NUM
ajgt-2906	61	20	°	°	NOUN
ajgt-2906	61	21	55′e	55′e	NUM
ajgt-2906	61	22	and	and	CCONJ
ajgt-2906	61	23	7	7	NUM
ajgt-2906	61	24	°	°	NOUN
ajgt-2906	61	25	05′e	05′e	NOUN
ajgt-2906	61	26	.	.	PUNCT
ajgt-2906	62	1	according	accord	VERB
ajgt-2906	62	2	to	to	ADP
ajgt-2906	62	3	ayo	ayo	PROPN
ajgt-2906	62	4	,	,	PUNCT
ajgt-2906	62	5	et	et	PROPN
ajgt-2906	62	6	al	al	PROPN
ajgt-2906	62	7	.	.	PUNCT
ajgt-2906	63	1	(	(	PUNCT
ajgt-2906	63	2	2017	2017	NUM
ajgt-2906	63	3	)	)	PUNCT
ajgt-2906	63	4	,	,	PUNCT
ajgt-2906	63	5	obio	obio	NOUN
ajgt-2906	63	6	/	/	SYM
ajgt-2906	63	7	akpor	akpor	ADJ
ajgt-2906	63	8	lga	lga	NOUN
ajgt-2906	63	9	is	be	AUX
ajgt-2906	63	10	bordered	border	VERB
ajgt-2906	63	11	to	to	ADP
ajgt-2906	63	12	the	the	DET
ajgt-2906	63	13	west	west	NOUN
ajgt-2906	63	14	by	by	ADP
ajgt-2906	63	15	emohua	emohua	PROPN
ajgt-2906	63	16	lga	lga	PROPN
ajgt-2906	63	17	,	,	PUNCT
ajgt-2906	63	18	to	to	ADP
ajgt-2906	63	19	the	the	DET
ajgt-2906	63	20	east	east	NOUN
ajgt-2906	63	21	by	by	ADP
ajgt-2906	63	22	oyigbo	oyigbo	PROPN
ajgt-2906	63	23	lga	lga	PROPN
ajgt-2906	63	24	,	,	PUNCT
ajgt-2906	63	25	to	to	ADP
ajgt-2906	63	26	the	the	DET
ajgt-2906	63	27	south	south	NOUN
ajgt-2906	63	28	by	by	ADP
ajgt-2906	63	29	port	port	NOUN
ajgt-2906	63	30	harcourt	harcourt	PROPN
ajgt-2906	63	31	lga	lga	PROPN
ajgt-2906	63	32	,	,	PUNCT
ajgt-2906	63	33	and	and	CCONJ
ajgt-2906	63	34	to	to	ADP
ajgt-2906	63	35	the	the	DET
ajgt-2906	63	36	north	north	NOUN
ajgt-2906	63	37	by	by	ADP
ajgt-2906	63	38	ikwerre	ikwerre	ADJ
ajgt-2906	63	39	lga	lga	PROPN
ajgt-2906	63	40	.	.	PUNCT
ajgt-2906	64	1	obio	obio	PROPN
ajgt-2906	64	2	akpor	akpor	ADJ
ajgt-2906	64	3	lga	lga	NOUN
ajgt-2906	64	4	is	be	AUX
ajgt-2906	64	5	one	one	NUM
ajgt-2906	64	6	of	of	ADP
ajgt-2906	64	7	the	the	DET
ajgt-2906	64	8	23	23	NUM
ajgt-2906	64	9	local	local	ADJ
ajgt-2906	64	10	governments	government	NOUN
ajgt-2906	64	11	in	in	ADP
ajgt-2906	64	12	rivers	river	NOUN
ajgt-2906	64	13	state	state	NOUN
ajgt-2906	64	14	,	,	PUNCT
ajgt-2906	64	15	which	which	PRON
ajgt-2906	64	16	is	be	AUX
ajgt-2906	64	17	located	locate	VERB
ajgt-2906	64	18	in	in	ADP
ajgt-2906	64	19	what	what	PRON
ajgt-2906	64	20	is	be	AUX
ajgt-2906	64	21	known	know	VERB
ajgt-2906	64	22	as	as	ADP
ajgt-2906	64	23	the	the	DET
ajgt-2906	64	24	south	south	ADJ
ajgt-2906	64	25	southern	southern	ADJ
ajgt-2906	64	26	part	part	NOUN
ajgt-2906	64	27	of	of	ADP
ajgt-2906	64	28	nigeria	nigeria	PROPN
ajgt-2906	64	29	,	,	PUNCT
ajgt-2906	64	30	niger	niger	PROPN
ajgt-2906	64	31	delta	delta	NOUN
ajgt-2906	64	32	region	region	NOUN
ajgt-2906	64	33	.	.	PUNCT
ajgt-2906	65	1	rumuodu	rumuodu	PROPN
ajgt-2906	65	2	-	-	PUNCT
ajgt-2906	65	3	maya	maya	PROPN
ajgt-2906	65	4	is	be	AUX
ajgt-2906	65	5	home	home	NOUN
ajgt-2906	65	6	to	to	ADP
ajgt-2906	65	7	its	its	PRON
ajgt-2906	65	8	administrative	administrative	ADJ
ajgt-2906	65	9	center	center	NOUN
ajgt-2906	65	10	.	.	PUNCT
ajgt-2906	66	1	the	the	DET
ajgt-2906	66	2	port	port	NOUN
ajgt-2906	66	3	harcourt	harcourt	PROPN
ajgt-2906	66	4	metropolis	metropolis	PROPN
ajgt-2906	66	5	comprises	comprise	VERB
ajgt-2906	66	6	the	the	DET
ajgt-2906	66	7	lgas	lgas	NOUN
ajgt-2906	66	8	of	of	ADP
ajgt-2906	66	9	eleme	eleme	PROPN
ajgt-2906	66	10	,	,	PUNCT
ajgt-2906	66	11	port	port	NOUN
ajgt-2906	66	12	harcourt	harcourt	PROPN
ajgt-2906	66	13	,	,	PUNCT
ajgt-2906	66	14	and	and	CCONJ
ajgt-2906	66	15	obioakpor	obioakpor	ADJ
ajgt-2906	66	16	(	(	PUNCT
ajgt-2906	66	17	ayo	ayo	PROPN
ajgt-2906	66	18	et	et	PROPN
ajgt-2906	66	19	al	al	PROPN
ajgt-2906	66	20	.	.	PROPN
ajgt-2906	66	21	,	,	PUNCT
ajgt-2906	66	22	2017	2017	NUM
ajgt-2906	66	23	)	)	PUNCT
ajgt-2906	66	24	.	.	PUNCT
ajgt-2906	67	1	obio	obio	NOUN
ajgt-2906	67	2	-	-	PUNCT
ajgt-2906	67	3	akpor	akpor	ADV
ajgt-2906	67	4	is	be	AUX
ajgt-2906	67	5	one	one	NUM
ajgt-2906	67	6	of	of	ADP
ajgt-2906	67	7	the	the	DET
ajgt-2906	67	8	four	four	NUM
ajgt-2906	67	9	local	local	ADJ
ajgt-2906	67	10	governments	government	NOUN
ajgt-2906	67	11	dominated	dominate	VERB
ajgt-2906	67	12	by	by	ADP
ajgt-2906	67	13	the	the	DET
ajgt-2906	67	14	ikwerres	ikwerre	NOUN
ajgt-2906	67	15	.	.	PUNCT
ajgt-2906	68	1	fishing	fishing	NOUN
ajgt-2906	68	2	,	,	PUNCT
ajgt-2906	68	3	farming	farming	NOUN
ajgt-2906	68	4	,	,	PUNCT
ajgt-2906	68	5	lumbering	lumber	VERB
ajgt-2906	68	6	,	,	PUNCT
ajgt-2906	68	7	and	and	CCONJ
ajgt-2906	68	8	hunting	hunting	NOUN
ajgt-2906	68	9	are	be	AUX
ajgt-2906	68	10	the	the	DET
ajgt-2906	68	11	region	region	NOUN
ajgt-2906	68	12	’s	’s	PART
ajgt-2906	68	13	ancestral	ancestral	ADJ
ajgt-2906	68	14	occupations	occupation	NOUN
ajgt-2906	68	15	.	.	PUNCT
ajgt-2906	69	1	it	it	PRON
ajgt-2906	69	2	had	have	VERB
ajgt-2906	69	3	464,789	464,789	NUM
ajgt-2906	69	4	residents	resident	NOUN
ajgt-2906	69	5	in	in	ADP
ajgt-2906	69	6	2006	2006	NUM
ajgt-2906	69	7	,	,	PUNCT
ajgt-2906	69	8	487,751	487,751	NUM
ajgt-2906	69	9	in	in	ADP
ajgt-2906	69	10	2015	2015	NUM
ajgt-2906	69	11	,	,	PUNCT
ajgt-2906	69	12	and	and	CCONJ
ajgt-2906	69	13	540,308	540,308	NUM
ajgt-2906	69	14	in	in	ADP
ajgt-2906	69	15	2020	2020	NUM
ajgt-2906	69	16	,	,	PUNCT
ajgt-2906	69	17	according	accord	VERB
ajgt-2906	69	18	to	to	ADP
ajgt-2906	69	19	estimates	estimate	NOUN
ajgt-2906	69	20	.	.	PUNCT
ajgt-2906	70	1	construction	construction	NOUN
ajgt-2906	70	2	,	,	PUNCT
ajgt-2906	70	3	engineering	engineering	NOUN
ajgt-2906	70	4	,	,	PUNCT
ajgt-2906	70	5	civil	civil	ADJ
ajgt-2906	70	6	service	service	NOUN
ajgt-2906	70	7	,	,	PUNCT
ajgt-2906	70	8	administration	administration	NOUN
ajgt-2906	70	9	,	,	PUNCT
ajgt-2906	70	10	manufacturing	manufacturing	NOUN
ajgt-2906	70	11	,	,	PUNCT
ajgt-2906	70	12	mining	mining	NOUN
ajgt-2906	70	13	,	,	PUNCT
ajgt-2906	70	14	sand	sand	NOUN
ajgt-2906	70	15	dredging	dredging	NOUN
ajgt-2906	70	16	,	,	PUNCT
ajgt-2906	70	17	printing	printing	NOUN
ajgt-2906	70	18	,	,	PUNCT
ajgt-2906	70	19	public	public	ADJ
ajgt-2906	70	20	service	service	NOUN
ajgt-2906	70	21	,	,	PUNCT
ajgt-2906	70	22	etc	etc	X
ajgt-2906	70	23	.	.	X
ajgt-2906	70	24	are	be	AUX
ajgt-2906	70	25	among	among	ADP
ajgt-2906	70	26	the	the	DET
ajgt-2906	70	27	new	new	ADJ
ajgt-2906	70	28	occupations	occupation	NOUN
ajgt-2906	70	29	that	that	PRON
ajgt-2906	70	30	have	have	AUX
ajgt-2906	70	31	emerged	emerge	VERB
ajgt-2906	70	32	in	in	ADP
ajgt-2906	70	33	this	this	DET
ajgt-2906	70	34	region	region	NOUN
ajgt-2906	70	35	as	as	ADP
ajgt-2906	70	36	a	a	DET
ajgt-2906	70	37	result	result	NOUN
ajgt-2906	70	38	of	of	ADP
ajgt-2906	70	39	greater	great	ADJ
ajgt-2906	70	40	urbanization	urbanization	NOUN
ajgt-2906	70	41	brought	bring	VERB
ajgt-2906	70	42	on	on	ADP
ajgt-2906	70	43	by	by	ADP
ajgt-2906	70	44	the	the	DET
ajgt-2906	70	45	growing	grow	VERB
ajgt-2906	70	46	population	population	NOUN
ajgt-2906	70	47	(	(	PUNCT
ajgt-2906	70	48	okwakpam	okwakpam	PROPN
ajgt-2906	70	49	&	&	CCONJ
ajgt-2906	70	50	augustine	augustine	PROPN
ajgt-2906	70	51	,	,	PUNCT
ajgt-2906	70	52	2019	2019	NUM
ajgt-2906	70	53	)	)	PUNCT
ajgt-2906	70	54	.	.	PUNCT
ajgt-2906	71	1	the	the	DET
ajgt-2906	71	2	research	research	NOUN
ajgt-2906	71	3	area	area	NOUN
ajgt-2906	71	4	’s	’s	PART
ajgt-2906	71	5	equatorial	equatorial	ADJ
ajgt-2906	71	6	location	location	NOUN
ajgt-2906	71	7	is	be	AUX
ajgt-2906	71	8	near	near	ADP
ajgt-2906	71	9	the	the	DET
ajgt-2906	71	10	equator	equator	NOUN
ajgt-2906	71	11	,	,	PUNCT
ajgt-2906	71	12	where	where	SCONJ
ajgt-2906	71	13	typical	typical	ADJ
ajgt-2906	71	14	temperatures	temperature	NOUN
ajgt-2906	71	15	range	range	VERB
ajgt-2906	71	16	from	from	ADP
ajgt-2906	71	17	25	25	NUM
ajgt-2906	71	18	to	to	PART
ajgt-2906	71	19	28	28	NUM
ajgt-2906	71	20	degrees	degree	NOUN
ajgt-2906	71	21	celsius	celsius	NOUN
ajgt-2906	71	22	and	and	CCONJ
ajgt-2906	71	23	yearly	yearly	ADJ
ajgt-2906	71	24	precipitation	precipitation	NOUN
ajgt-2906	71	25	ranges	range	VERB
ajgt-2906	71	26	from	from	ADP
ajgt-2906	71	27	2000	2000	NUM
ajgt-2906	71	28	to	to	ADP
ajgt-2906	71	29	2500	2500	NUM
ajgt-2906	71	30	millimeters	millimeter	NOUN
ajgt-2906	71	31	between	between	ADP
ajgt-2906	71	32	april	april	PROPN
ajgt-2906	71	33	and	and	CCONJ
ajgt-2906	71	34	october	october	PROPN
ajgt-2906	71	35	.	.	PUNCT
ajgt-2906	72	1	due	due	ADP
ajgt-2906	72	2	to	to	ADP
ajgt-2906	72	3	its	its	PRON
ajgt-2906	72	4	latitudinal	latitudinal	ADJ
ajgt-2906	72	5	location	location	NOUN
ajgt-2906	72	6	,	,	PUNCT
ajgt-2906	72	7	the	the	DET
ajgt-2906	72	8	region	region	NOUN
ajgt-2906	72	9	’s	’s	PART
ajgt-2906	72	10	high	high	ADJ
ajgt-2906	72	11	temperatures	temperature	NOUN
ajgt-2906	72	12	throughout	throughout	ADP
ajgt-2906	72	13	the	the	DET
ajgt-2906	72	14	year	year	NOUN
ajgt-2906	72	15	generate	generate	VERB
ajgt-2906	72	16	increased	increase	VERB
ajgt-2906	72	17	humidity	humidity	NOUN
ajgt-2906	72	18	(	(	PUNCT
ajgt-2906	72	19	eludoyin	eludoyin	PROPN
ajgt-2906	72	20	et	et	PROPN
ajgt-2906	72	21	al	al	PROPN
ajgt-2906	72	22	.	.	PROPN
ajgt-2906	72	23	,	,	PUNCT
ajgt-2906	72	24	2011	2011	NUM
ajgt-2906	72	25	;	;	PUNCT
ajgt-2906	72	26	menegbo	menegbo	ADJ
ajgt-2906	72	27	,	,	PUNCT
ajgt-2906	72	28	2022	2022	NUM
ajgt-2906	72	29	)	)	PUNCT
ajgt-2906	72	30	.	.	PUNCT
ajgt-2906	73	1	the	the	DET
ajgt-2906	73	2	local	local	ADJ
ajgt-2906	73	3	vegetation	vegetation	NOUN
ajgt-2906	73	4	typical	typical	ADJ
ajgt-2906	73	5	of	of	ADP
ajgt-2906	73	6	the	the	DET
ajgt-2906	73	7	niger	niger	NOUN
ajgt-2906	73	8	delta	delta	NOUN
ajgt-2906	73	9	includes	include	VERB
ajgt-2906	73	10	mangrove	mangrove	NOUN
ajgt-2906	73	11	forests	forest	NOUN
ajgt-2906	73	12	,	,	PUNCT
ajgt-2906	73	13	raffia	raffia	NOUN
ajgt-2906	73	14	palm	palm	NOUN
ajgt-2906	73	15	groves	grove	NOUN
ajgt-2906	73	16	,	,	PUNCT
ajgt-2906	73	17	tropical	tropical	ADJ
ajgt-2906	73	18	rain	rain	NOUN
ajgt-2906	73	19	forests	forest	NOUN
ajgt-2906	73	20	,	,	PUNCT
ajgt-2906	73	21	and	and	CCONJ
ajgt-2906	73	22	mangrove	mangrove	VERB
ajgt-2906	73	23	areas	area	NOUN
ajgt-2906	73	24	along	along	ADP
ajgt-2906	73	25	the	the	DET
ajgt-2906	73	26	shore	shore	NOUN
ajgt-2906	73	27	(	(	PUNCT
ajgt-2906	73	28	eludoyin	eludoyin	PROPN
ajgt-2906	73	29	et	et	PROPN
ajgt-2906	73	30	al	al	PROPN
ajgt-2906	73	31	,	,	PUNCT
ajgt-2906	73	32	2011	2011	NUM
ajgt-2906	73	33	;	;	PUNCT
ajgt-2906	73	34	menegbo	menegbo	ADJ
ajgt-2906	73	35	,	,	PUNCT
ajgt-2906	73	36	2022	2022	NUM
ajgt-2906	73	37	)	)	PUNCT
ajgt-2906	73	38	.	.	PUNCT
ajgt-2906	74	1	data	datum	NOUN
ajgt-2906	74	2	collection	collection	NOUN
ajgt-2906	74	3	and	and	CCONJ
ajgt-2906	74	4	processing	process	VERB
ajgt-2906	74	5	the	the	DET
ajgt-2906	74	6	flowchart	flowchart	NOUN
ajgt-2906	74	7	of	of	ADP
ajgt-2906	74	8	the	the	DET
ajgt-2906	74	9	research	research	NOUN
ajgt-2906	74	10	methodology	methodology	NOUN
ajgt-2906	74	11	is	be	AUX
ajgt-2906	74	12	as	as	SCONJ
ajgt-2906	74	13	shown	show	VERB
ajgt-2906	74	14	in	in	ADP
ajgt-2906	74	15	figure	figure	NOUN
ajgt-2906	74	16	2	2	NUM
ajgt-2906	74	17	.	.	PUNCT
ajgt-2906	75	1	the	the	DET
ajgt-2906	75	2	study	study	NOUN
ajgt-2906	75	3	on	on	ADP
ajgt-2906	75	4	oil	oil	NOUN
ajgt-2906	75	5	spills	spill	NOUN
ajgt-2906	75	6	impact	impact	NOUN
ajgt-2906	75	7	assessment	assessment	NOUN
ajgt-2906	75	8	employs	employ	VERB
ajgt-2906	75	9	a	a	DET
ajgt-2906	75	10	comprehensive	comprehensive	ADJ
ajgt-2906	75	11	approach	approach	NOUN
ajgt-2906	75	12	integrating	integrate	VERB
ajgt-2906	75	13	geospatial	geospatial	ADJ
ajgt-2906	75	14	analysis	analysis	NOUN
ajgt-2906	75	15	and	and	CCONJ
ajgt-2906	75	16	remote	remote	ADJ
ajgt-2906	75	17	sensing	sense	VERB
ajgt-2906	75	18	data	datum	NOUN
ajgt-2906	75	19	.	.	PUNCT
ajgt-2906	76	1	table	table	NOUN
ajgt-2906	76	2	i	i	PRON
ajgt-2906	76	3	depicts	depict	VERB
ajgt-2906	76	4	the	the	DET
ajgt-2906	76	5	data	datum	NOUN
ajgt-2906	76	6	acquisition	acquisition	NOUN
ajgt-2906	76	7	,	,	PUNCT
ajgt-2906	76	8	which	which	PRON
ajgt-2906	76	9	involves	involve	VERB
ajgt-2906	76	10	sourcing	source	VERB
ajgt-2906	76	11	information	information	NOUN
ajgt-2906	76	12	from	from	ADP
ajgt-2906	76	13	reputable	reputable	ADJ
ajgt-2906	76	14	and	and	CCONJ
ajgt-2906	76	15	reliable	reliable	ADJ
ajgt-2906	76	16	sources	source	NOUN
ajgt-2906	76	17	,	,	PUNCT
ajgt-2906	76	18	covering	cover	VERB
ajgt-2906	76	19	various	various	ADJ
ajgt-2906	76	20	aspects	aspect	NOUN
ajgt-2906	76	21	relevant	relevant	ADJ
ajgt-2906	76	22	to	to	ADP
ajgt-2906	76	23	the	the	DET
ajgt-2906	76	24	study	study	NOUN
ajgt-2906	76	25	,	,	PUNCT
ajgt-2906	76	26	including	include	VERB
ajgt-2906	76	27	remote	remote	ADJ
ajgt-2906	76	28	sensing	sense	VERB
ajgt-2906	76	29	imagery	imagery	NOUN
ajgt-2906	76	30	,	,	PUNCT
ajgt-2906	76	31	geographic	geographic	ADJ
ajgt-2906	76	32	information	information	NOUN
ajgt-2906	76	33	,	,	PUNCT
ajgt-2906	76	34	and	and	CCONJ
ajgt-2906	76	35	historical	historical	ADJ
ajgt-2906	76	36	oil	oil	NOUN
ajgt-2906	76	37	spill	spill	NOUN
ajgt-2906	76	38	data	datum	NOUN
ajgt-2906	76	39	.	.	PUNCT
ajgt-2906	77	1	the	the	DET
ajgt-2906	77	2	landsat	landsat	PROPN
ajgt-2906	77	3	imagery	imagery	NOUN
ajgt-2906	77	4	covering	cover	VERB
ajgt-2906	77	5	the	the	DET
ajgt-2906	77	6	year	year	NOUN
ajgt-2906	77	7	2003	2003	NUM
ajgt-2906	77	8	,	,	PUNCT
ajgt-2906	77	9	2013	2013	NUM
ajgt-2906	77	10	,	,	PUNCT
ajgt-2906	77	11	and	and	CCONJ
ajgt-2906	77	12	2023	2023	NUM
ajgt-2906	77	13	,	,	PUNCT
ajgt-2906	77	14	with	with	ADP
ajgt-2906	77	15	a	a	DET
ajgt-2906	77	16	resolution	resolution	NOUN
ajgt-2906	77	17	of	of	ADP
ajgt-2906	77	18	30	30	NUM
ajgt-2906	77	19	m	m	NOUN
ajgt-2906	77	20	,	,	PUNCT
ajgt-2906	77	21	was	be	AUX
ajgt-2906	77	22	acquired	acquire	VERB
ajgt-2906	77	23	from	from	ADP
ajgt-2906	77	24	earthexplorer	earthexplorer	PROPN
ajgt-2906	77	25	website	website	NOUN
ajgt-2906	77	26	(	(	PUNCT
ajgt-2906	77	27	http://earthexplorer.usgs.gov/	http://earthexplorer.usgs.gov/	PROPN
ajgt-2906	77	28	)	)	PUNCT
ajgt-2906	77	29	,	,	PUNCT
ajgt-2906	77	30	which	which	PRON
ajgt-2906	77	31	is	be	AUX
ajgt-2906	77	32	operated	operate	VERB
ajgt-2906	77	33	by	by	ADP
ajgt-2906	77	34	the	the	DET
ajgt-2906	77	35	united	united	PROPN
ajgt-2906	77	36	states	states	PROPN
ajgt-2906	77	37	geological	geological	ADJ
ajgt-2906	77	38	survey	survey	NOUN
ajgt-2906	77	39	(	(	PUNCT
ajgt-2906	77	40	usgs	usgs	PROPN
ajgt-2906	77	41	)	)	PUNCT
ajgt-2906	77	42	.	.	PUNCT
ajgt-2906	78	1	the	the	DET
ajgt-2906	78	2	administrative	administrative	ADJ
ajgt-2906	78	3	map	map	NOUN
ajgt-2906	78	4	of	of	ADP
ajgt-2906	78	5	the	the	DET
ajgt-2906	78	6	study	study	NOUN
ajgt-2906	78	7	area	area	NOUN
ajgt-2906	78	8	was	be	AUX
ajgt-2906	78	9	obtained	obtain	VERB
ajgt-2906	78	10	from	from	ADP
ajgt-2906	78	11	rivers	river	NOUN
ajgt-2906	78	12	state	state	PROPN
ajgt-2906	78	13	ministry	ministry	PROPN
ajgt-2906	78	14	of	of	ADP
ajgt-2906	78	15	lands	land	NOUN
ajgt-2906	78	16	and	and	CCONJ
ajgt-2906	78	17	surveys	survey	NOUN
ajgt-2906	78	18	,	,	PUNCT
ajgt-2906	78	19	which	which	PRON
ajgt-2906	78	20	is	be	AUX
ajgt-2906	78	21	a	a	DET
ajgt-2906	78	22	governmental	governmental	ADJ
ajgt-2906	78	23	department	department	NOUN
ajgt-2906	78	24	responsible	responsible	ADJ
ajgt-2906	78	25	for	for	ADP
ajgt-2906	78	26	land	land	NOUN
ajgt-2906	78	27	management	management	NOUN
ajgt-2906	78	28	and	and	CCONJ
ajgt-2906	78	29	surveying	surveying	NOUN
ajgt-2906	78	30	in	in	ADP
ajgt-2906	78	31	the	the	DET
ajgt-2906	78	32	state	state	NOUN
ajgt-2906	78	33	.	.	PUNCT
ajgt-2906	79	1	the	the	DET
ajgt-2906	79	2	historical	historical	ADJ
ajgt-2906	79	3	oil	oil	NOUN
ajgt-2906	79	4	spill	spill	NOUN
ajgt-2906	79	5	data	datum	NOUN
ajgt-2906	79	6	were	be	AUX
ajgt-2906	79	7	gathered	gather	VERB
ajgt-2906	79	8	from	from	ADP
ajgt-2906	79	9	joint	joint	ADJ
ajgt-2906	79	10	investigation	investigation	NOUN
ajgt-2906	79	11	reports	report	NOUN
ajgt-2906	79	12	by	by	ADP
ajgt-2906	79	13	shell	shell	PROPN
ajgt-2906	79	14	plc	plc	PROPN
ajgt-2906	79	15	,	,	PUNCT
ajgt-2906	79	16	a	a	DET
ajgt-2906	79	17	major	major	ADJ
ajgt-2906	79	18	oil	oil	NOUN
ajgt-2906	79	19	and	and	CCONJ
ajgt-2906	79	20	gas	gas	NOUN
ajgt-2906	79	21	company	company	NOUN
ajgt-2906	79	22	operating	operate	VERB
ajgt-2906	79	23	in	in	ADP
ajgt-2906	79	24	the	the	DET
ajgt-2906	79	25	study	study	NOUN
ajgt-2906	79	26	area	area	NOUN
ajgt-2906	79	27	.	.	PUNCT
ajgt-2906	80	1	the	the	DET
ajgt-2906	80	2	data	data	NOUN
ajgt-2906	80	3	source	source	NOUN
ajgt-2906	80	4	provided	provide	VERB
ajgt-2906	80	5	the	the	DET
ajgt-2906	80	6	specific	specific	ADJ
ajgt-2906	80	7	url	url	NOUN
ajgt-2906	80	8	for	for	ADP
ajgt-2906	80	9	accessing	access	VERB
ajgt-2906	80	10	spill	spill	PROPN
ajgt-2906	80	11	incident	incident	NOUN
ajgt-2906	80	12	data	datum	NOUN
ajgt-2906	80	13	on	on	ADP
ajgt-2906	80	14	shell	shell	PROPN
ajgt-2906	80	15	’s	’s	PART
ajgt-2906	80	16	website	website	NOUN
ajgt-2906	80	17	.	.	PUNCT
ajgt-2906	81	1	this	this	DET
ajgt-2906	81	2	information	information	NOUN
ajgt-2906	81	3	serves	serve	VERB
ajgt-2906	81	4	as	as	ADP
ajgt-2906	81	5	a	a	DET
ajgt-2906	81	6	crucial	crucial	ADJ
ajgt-2906	81	7	dataset	dataset	NOUN
ajgt-2906	81	8	for	for	ADP
ajgt-2906	81	9	the	the	DET
ajgt-2906	81	10	study	study	NOUN
ajgt-2906	81	11	,	,	PUNCT
ajgt-2906	81	12	providing	provide	VERB
ajgt-2906	81	13	valuable	valuable	ADJ
ajgt-2906	81	14	insights	insight	NOUN
ajgt-2906	81	15	into	into	ADP
ajgt-2906	81	16	the	the	DET
ajgt-2906	81	17	changing	change	VERB
ajgt-2906	81	18	landscape	landscape	NOUN
ajgt-2906	81	19	and	and	CCONJ
ajgt-2906	81	20	environmental	environmental	ADJ
ajgt-2906	81	21	conditions	condition	NOUN
ajgt-2906	81	22	over	over	ADP
ajgt-2906	81	23	time	time	NOUN
ajgt-2906	81	24	.	.	PUNCT
ajgt-2906	82	1	figure	figure	VERB
ajgt-2906	82	2	2	2	NUM
ajgt-2906	82	3	:	:	PUNCT
ajgt-2906	82	4	research	research	NOUN
ajgt-2906	82	5	methodology	methodology	NOUN
ajgt-2906	82	6	flowchart	flowchart	NOUN
ajgt-2906	82	7	table	table	NOUN
ajgt-2906	82	8	1	1	NUM
ajgt-2906	82	9	:	:	PUNCT
ajgt-2906	82	10	the	the	DET
ajgt-2906	82	11	adopted	adopt	VERB
ajgt-2906	82	12	data	datum	NOUN
ajgt-2906	82	13	and	and	CCONJ
ajgt-2906	82	14	their	their	PRON
ajgt-2906	82	15	attributes	attribute	NOUN
ajgt-2906	82	16	s	s	PART
ajgt-2906	82	17	/	/	SYM
ajgt-2906	82	18	n	n	NOUN
ajgt-2906	82	19	data	datum	NOUN
ajgt-2906	82	20	source	source	NOUN
ajgt-2906	82	21	year	year	NOUN
ajgt-2906	82	22	resolution	resolution	NOUN
ajgt-2906	82	23	/	/	SYM
ajgt-2906	82	24	scale	scale	NOUN
ajgt-2906	82	25	relevance	relevance	NOUN
ajgt-2906	82	26	1	1	NUM
ajgt-2906	82	27	landsat	landsat	PROPN
ajgt-2906	82	28	oli	oli	PROPN
ajgt-2906	82	29	/	/	SYM
ajgt-2906	82	30	tm	tm	PROPN
ajgt-2906	82	31	united	united	PROPN
ajgt-2906	82	32	states	states	PROPN
ajgt-2906	82	33	geological	geological	ADJ
ajgt-2906	82	34	survey	survey	NOUN
ajgt-2906	82	35	(	(	PUNCT
ajgt-2906	82	36	usgs	usgs	PROPN
ajgt-2906	82	37	)	)	PUNCT
ajgt-2906	82	38	2003	2003	NUM
ajgt-2906	82	39	30	30	NUM
ajgt-2906	82	40	m	m	NOUN
ajgt-2906	82	41	for	for	ADP
ajgt-2906	82	42	remote	remote	ADJ
ajgt-2906	82	43	sensing	sensing	NOUN
ajgt-2906	82	44	indices	index	NOUN
ajgt-2906	82	45	calculation2013	calculation2013	PROPN
ajgt-2906	82	46	2023	2023	NUM
ajgt-2906	82	47	2	2	NUM
ajgt-2906	82	48	administrative	administrative	ADJ
ajgt-2906	82	49	map	map	NOUN
ajgt-2906	82	50	rivers	river	NOUN
ajgt-2906	82	51	state	state	PROPN
ajgt-2906	82	52	ministry	ministry	PROPN
ajgt-2906	82	53	of	of	ADP
ajgt-2906	82	54	lands	land	NOUN
ajgt-2906	82	55	and	and	CCONJ
ajgt-2906	82	56	survey	survey	NOUN
ajgt-2906	82	57	.	.	PUNCT
ajgt-2906	83	1	2023	2023	NUM
ajgt-2906	83	2	1:17000	1:17000	NUM
ajgt-2906	83	3	extract	extract	VERB
ajgt-2906	83	4	the	the	DET
ajgt-2906	83	5	boundary	boundary	NOUN
ajgt-2906	83	6	of	of	ADP
ajgt-2906	83	7	the	the	DET
ajgt-2906	83	8	study	study	NOUN
ajgt-2906	83	9	area	area	NOUN
ajgt-2906	83	10	3	3	NUM
ajgt-2906	83	11	coordinates	coordinate	NOUN
ajgt-2906	83	12	of	of	ADP
ajgt-2906	83	13	oil	oil	NOUN
ajgt-2906	83	14	spill	spill	NOUN
ajgt-2906	83	15	points	point	NOUN
ajgt-2906	83	16	in	in	ADP
ajgt-2906	83	17	the	the	DET
ajgt-2906	83	18	study	study	NOUN
ajgt-2906	83	19	area	area	PROPN
ajgt-2906	83	20	shell	shell	PROPN
ajgt-2906	83	21	plc	plc	PROPN
ajgt-2906	83	22	.	.	PUNCT
ajgt-2906	84	1	yearly	yearly	PROPN
ajgt-2906	84	2	spill	spill	PROPN
ajgt-2906	84	3	incident	incident	NOUN
ajgt-2906	84	4	data	datum	NOUN
ajgt-2906	84	5	2023	2023	NUM
ajgt-2906	84	6	for	for	ADP
ajgt-2906	84	7	validation	validation	NOUN
ajgt-2906	84	8	of	of	ADP
ajgt-2906	84	9	osi	osi	PROPN
ajgt-2906	84	10	results2022	results2022	PROPN
ajgt-2906	84	11	2021	2021	NUM
ajgt-2906	84	12	2020	2020	NUM
ajgt-2906	84	13	2019	2019	NUM
ajgt-2906	84	14	2012	2012	NUM
ajgt-2906	84	15	pa	pa	PROPN
ajgt-2906	84	16	ge	ge	PROPN
ajgt-2906	84	17	54	54	NUM
ajgt-2906	84	18	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	84	19	am	be	AUX
ajgt-2906	84	20	.	.	PUNCT
ajgt-2906	85	1	j.	j.	PROPN
ajgt-2906	85	2	geo	geo	PROPN
ajgt-2906	85	3	spat	spat	PROPN
ajgt-2906	85	4	.	.	PUNCT
ajgt-2906	86	1	technol	technol	PROPN
ajgt-2906	86	2	.	.	PUNCT
ajgt-2906	87	1	3(1	3(1	NUM
ajgt-2906	87	2	)	)	PUNCT
ajgt-2906	88	1	51	51	NUM
ajgt-2906	88	2	-	-	SYM
ajgt-2906	88	3	68	68	NUM
ajgt-2906	88	4	,	,	PUNCT
ajgt-2906	88	5	2024	2024	NUM
ajgt-2906	88	6	for	for	ADP
ajgt-2906	88	7	this	this	DET
ajgt-2906	88	8	study	study	NOUN
ajgt-2906	88	9	,	,	PUNCT
ajgt-2906	88	10	the	the	DET
ajgt-2906	88	11	various	various	ADJ
ajgt-2906	88	12	landsat-7	landsat-7	PROPN
ajgt-2906	88	13	etm	etm	PROPN
ajgt-2906	88	14	+	+	CCONJ
ajgt-2906	88	15	and	and	CCONJ
ajgt-2906	88	16	-8	-8	ADJ
ajgt-2906	88	17	oli	oli	ADJ
ajgt-2906	88	18	and	and	CCONJ
ajgt-2906	88	19	tirs	tirs	NOUN
ajgt-2906	88	20	spectral	spectral	ADJ
ajgt-2906	88	21	bands	band	NOUN
ajgt-2906	88	22	such	such	ADJ
ajgt-2906	88	23	as	as	ADP
ajgt-2906	88	24	,	,	PUNCT
ajgt-2906	88	25	the	the	DET
ajgt-2906	88	26	red	red	ADJ
ajgt-2906	88	27	band	band	NOUN
ajgt-2906	88	28	,	,	PUNCT
ajgt-2906	88	29	green	green	ADJ
ajgt-2906	88	30	band	band	NOUN
ajgt-2906	88	31	,	,	PUNCT
ajgt-2906	88	32	nir	nir	ADJ
ajgt-2906	88	33	band	band	NOUN
ajgt-2906	88	34	(	(	PUNCT
ajgt-2906	88	35	near	near	ADV
ajgt-2906	88	36	-	-	PUNCT
ajgt-2906	88	37	infrared	infrare	VERB
ajgt-2906	88	38	)	)	PUNCT
ajgt-2906	88	39	,	,	PUNCT
ajgt-2906	88	40	swir	swir	ADJ
ajgt-2906	88	41	band	band	NOUN
ajgt-2906	88	42	(	(	PUNCT
ajgt-2906	88	43	short	short	ADJ
ajgt-2906	88	44	-	-	PUNCT
ajgt-2906	88	45	wave	wave	NOUN
ajgt-2906	88	46	infrared	infrared	NOUN
ajgt-2906	88	47	)	)	PUNCT
ajgt-2906	88	48	and	and	CCONJ
ajgt-2906	88	49	thermal	thermal	ADJ
ajgt-2906	88	50	band	band	NOUN
ajgt-2906	88	51	(	(	PUNCT
ajgt-2906	88	52	for	for	ADP
ajgt-2906	88	53	lst	lst	NOUN
ajgt-2906	88	54	calculation	calculation	NOUN
ajgt-2906	88	55	)	)	PUNCT
ajgt-2906	88	56	were	be	AUX
ajgt-2906	88	57	used	use	VERB
ajgt-2906	88	58	in	in	ADP
ajgt-2906	88	59	calculating	calculate	VERB
ajgt-2906	88	60	ndvi	ndvi	PROPN
ajgt-2906	88	61	,	,	PUNCT
ajgt-2906	88	62	ndwi	ndwi	PROPN
ajgt-2906	88	63	,	,	PUNCT
ajgt-2906	88	64	lst	lst	NOUN
ajgt-2906	88	65	,	,	PUNCT
ajgt-2906	88	66	and	and	CCONJ
ajgt-2906	88	67	ndbi	ndbi	NOUN
ajgt-2906	88	68	.	.	PUNCT
ajgt-2906	89	1	the	the	DET
ajgt-2906	89	2	required	require	VERB
ajgt-2906	89	3	bands	band	NOUN
ajgt-2906	89	4	were	be	AUX
ajgt-2906	89	5	staked	stake	VERB
ajgt-2906	89	6	into	into	ADP
ajgt-2906	89	7	a	a	DET
ajgt-2906	89	8	single	single	ADJ
ajgt-2906	89	9	image	image	NOUN
ajgt-2906	89	10	file	file	NOUN
ajgt-2906	89	11	using	use	VERB
ajgt-2906	89	12	arcgis	arcgis	PROPN
ajgt-2906	89	13	10.5	10.5	NUM
ajgt-2906	89	14	software	software	NOUN
ajgt-2906	89	15	.	.	PUNCT
ajgt-2906	90	1	the	the	DET
ajgt-2906	90	2	quality	quality	NOUN
ajgt-2906	90	3	of	of	ADP
ajgt-2906	90	4	data	datum	NOUN
ajgt-2906	90	5	is	be	AUX
ajgt-2906	90	6	paramount	paramount	ADJ
ajgt-2906	90	7	to	to	PART
ajgt-2906	90	8	ensure	ensure	VERB
ajgt-2906	90	9	the	the	DET
ajgt-2906	90	10	reliability	reliability	NOUN
ajgt-2906	90	11	and	and	CCONJ
ajgt-2906	90	12	accuracy	accuracy	NOUN
ajgt-2906	90	13	of	of	ADP
ajgt-2906	90	14	the	the	DET
ajgt-2906	90	15	study	study	NOUN
ajgt-2906	90	16	findings	finding	NOUN
ajgt-2906	90	17	.	.	PUNCT
ajgt-2906	91	1	therefore	therefore	ADV
ajgt-2906	91	2	,	,	PUNCT
ajgt-2906	91	3	several	several	ADJ
ajgt-2906	91	4	steps	step	NOUN
ajgt-2906	91	5	were	be	AUX
ajgt-2906	91	6	undertaken	undertake	VERB
ajgt-2906	91	7	to	to	PART
ajgt-2906	91	8	ensure	ensure	VERB
ajgt-2906	91	9	data	datum	NOUN
ajgt-2906	91	10	quality	quality	NOUN
ajgt-2906	91	11	;	;	PUNCT
ajgt-2906	91	12	atmospheric	atmospheric	ADJ
ajgt-2906	91	13	correction	correction	NOUN
ajgt-2906	91	14	and	and	CCONJ
ajgt-2906	91	15	radiometric	radiometric	ADJ
ajgt-2906	91	16	calibration	calibration	NOUN
ajgt-2906	91	17	were	be	AUX
ajgt-2906	91	18	applied	apply	VERB
ajgt-2906	91	19	to	to	ADP
ajgt-2906	91	20	the	the	DET
ajgt-2906	91	21	landsat	landsat	PROPN
ajgt-2906	91	22	imagery	imagery	NOUN
ajgt-2906	91	23	to	to	PART
ajgt-2906	91	24	account	account	VERB
ajgt-2906	91	25	for	for	ADP
ajgt-2906	91	26	atmospheric	atmospheric	ADJ
ajgt-2906	91	27	interference	interference	NOUN
ajgt-2906	91	28	and	and	CCONJ
ajgt-2906	91	29	sensor	sensor	NOUN
ajgt-2906	91	30	sensitivity	sensitivity	NOUN
ajgt-2906	91	31	differences	difference	NOUN
ajgt-2906	91	32	.	.	PUNCT
ajgt-2906	92	1	these	these	DET
ajgt-2906	92	2	corrections	correction	NOUN
ajgt-2906	92	3	were	be	AUX
ajgt-2906	92	4	essential	essential	ADJ
ajgt-2906	92	5	for	for	ADP
ajgt-2906	92	6	accurately	accurately	ADV
ajgt-2906	92	7	representing	represent	VERB
ajgt-2906	92	8	surface	surface	NOUN
ajgt-2906	92	9	features	feature	NOUN
ajgt-2906	92	10	and	and	CCONJ
ajgt-2906	92	11	conditions	condition	NOUN
ajgt-2906	92	12	.	.	PUNCT
ajgt-2906	93	1	in	in	ADP
ajgt-2906	93	2	addition	addition	NOUN
ajgt-2906	93	3	,	,	PUNCT
ajgt-2906	93	4	validations	validation	NOUN
ajgt-2906	93	5	of	of	ADP
ajgt-2906	93	6	the	the	DET
ajgt-2906	93	7	results	result	NOUN
ajgt-2906	93	8	were	be	AUX
ajgt-2906	93	9	conducted	conduct	VERB
ajgt-2906	93	10	by	by	ADP
ajgt-2906	93	11	comparing	compare	VERB
ajgt-2906	93	12	the	the	DET
ajgt-2906	93	13	calculated	calculate	VERB
ajgt-2906	93	14	indices	index	NOUN
ajgt-2906	93	15	with	with	ADP
ajgt-2906	93	16	known	know	VERB
ajgt-2906	93	17	oil	oil	NOUN
ajgt-2906	93	18	spill	spill	NOUN
ajgt-2906	93	19	incident	incident	NOUN
ajgt-2906	93	20	data	datum	NOUN
ajgt-2906	93	21	.	.	PUNCT
ajgt-2906	94	1	this	this	DET
ajgt-2906	94	2	validation	validation	NOUN
ajgt-2906	94	3	process	process	NOUN
ajgt-2906	94	4	helped	helped	AUX
ajgt-2906	94	5	verify	verify	VERB
ajgt-2906	94	6	the	the	DET
ajgt-2906	94	7	accuracy	accuracy	NOUN
ajgt-2906	94	8	of	of	ADP
ajgt-2906	94	9	the	the	DET
ajgt-2906	94	10	oil	oil	NOUN
ajgt-2906	94	11	spill	spill	NOUN
ajgt-2906	94	12	index	index	NOUN
ajgt-2906	94	13	map	map	NOUN
ajgt-2906	94	14	generated	generate	VERB
ajgt-2906	94	15	from	from	ADP
ajgt-2906	94	16	the	the	DET
ajgt-2906	94	17	integration	integration	NOUN
ajgt-2906	94	18	of	of	ADP
ajgt-2906	94	19	various	various	ADJ
ajgt-2906	94	20	remote	remote	ADJ
ajgt-2906	94	21	sensing	sensing	NOUN
ajgt-2906	94	22	indices	index	NOUN
ajgt-2906	94	23	.	.	PUNCT
ajgt-2906	95	1	the	the	DET
ajgt-2906	95	2	data	datum	NOUN
ajgt-2906	95	3	pre	pre	ADJ
ajgt-2906	95	4	-	-	ADJ
ajgt-2906	95	5	processing	processing	NOUN
ajgt-2906	95	6	involves	involve	VERB
ajgt-2906	95	7	a	a	DET
ajgt-2906	95	8	series	series	NOUN
ajgt-2906	95	9	of	of	ADP
ajgt-2906	95	10	steps	step	NOUN
ajgt-2906	95	11	aimed	aim	VERB
ajgt-2906	95	12	at	at	ADP
ajgt-2906	95	13	preparing	prepare	VERB
ajgt-2906	95	14	the	the	DET
ajgt-2906	95	15	data	datum	NOUN
ajgt-2906	95	16	for	for	ADP
ajgt-2906	95	17	analysis	analysis	NOUN
ajgt-2906	95	18	and	and	CCONJ
ajgt-2906	95	19	deriving	derive	VERB
ajgt-2906	95	20	meaningful	meaningful	ADJ
ajgt-2906	95	21	insights	insight	NOUN
ajgt-2906	95	22	.	.	PUNCT
ajgt-2906	96	1	the	the	DET
ajgt-2906	96	2	pre	pre	ADJ
ajgt-2906	96	3	-	-	ADJ
ajgt-2906	96	4	processing	processing	ADJ
ajgt-2906	96	5	steps	step	NOUN
ajgt-2906	96	6	include	include	VERB
ajgt-2906	96	7	radiometric	radiometric	ADJ
ajgt-2906	96	8	calibration	calibration	NOUN
ajgt-2906	96	9	,	,	PUNCT
ajgt-2906	96	10	atmospheric	atmospheric	ADJ
ajgt-2906	96	11	correction	correction	NOUN
ajgt-2906	96	12	,	,	PUNCT
ajgt-2906	96	13	masking	masking	NOUN
ajgt-2906	96	14	,	,	PUNCT
ajgt-2906	96	15	and	and	CCONJ
ajgt-2906	96	16	geometric	geometric	ADJ
ajgt-2906	96	17	correction	correction	NOUN
ajgt-2906	96	18	.	.	PUNCT
ajgt-2906	97	1	the	the	DET
ajgt-2906	97	2	processes	process	NOUN
ajgt-2906	97	3	involve	involve	VERB
ajgt-2906	97	4	calculating	calculate	VERB
ajgt-2906	97	5	various	various	ADJ
ajgt-2906	97	6	indices	index	NOUN
ajgt-2906	97	7	,	,	PUNCT
ajgt-2906	97	8	including	include	VERB
ajgt-2906	97	9	normalized	normalize	VERB
ajgt-2906	97	10	difference	difference	NOUN
ajgt-2906	97	11	vegetation	vegetation	NOUN
ajgt-2906	97	12	index	index	NOUN
ajgt-2906	97	13	(	(	PUNCT
ajgt-2906	97	14	ndvi	ndvi	PROPN
ajgt-2906	97	15	)	)	PUNCT
ajgt-2906	97	16	,	,	PUNCT
ajgt-2906	97	17	normalized	normalize	VERB
ajgt-2906	97	18	difference	difference	NOUN
ajgt-2906	97	19	water	water	NOUN
ajgt-2906	97	20	index	index	NOUN
ajgt-2906	97	21	(	(	PUNCT
ajgt-2906	97	22	ndwi	ndwi	PROPN
ajgt-2906	97	23	)	)	PUNCT
ajgt-2906	97	24	,	,	PUNCT
ajgt-2906	97	25	normalized	normalize	VERB
ajgt-2906	97	26	difference	difference	NOUN
ajgt-2906	97	27	built	build	VERB
ajgt-2906	97	28	-	-	PUNCT
ajgt-2906	97	29	up	up	ADP
ajgt-2906	97	30	index	index	NOUN
ajgt-2906	97	31	(	(	PUNCT
ajgt-2906	97	32	ndbi	ndbi	ADJ
ajgt-2906	97	33	)	)	PUNCT
ajgt-2906	97	34	and	and	CCONJ
ajgt-2906	97	35	land	land	NOUN
ajgt-2906	97	36	surface	surface	NOUN
ajgt-2906	97	37	temperature	temperature	NOUN
ajgt-2906	97	38	(	(	PUNCT
ajgt-2906	97	39	lst	lst	NOUN
ajgt-2906	97	40	)	)	PUNCT
ajgt-2906	97	41	.	.	PUNCT
ajgt-2906	98	1	these	these	DET
ajgt-2906	98	2	indices	index	NOUN
ajgt-2906	98	3	were	be	AUX
ajgt-2906	98	4	calculated	calculate	VERB
ajgt-2906	98	5	using	use	VERB
ajgt-2906	98	6	appropriate	appropriate	ADJ
ajgt-2906	98	7	spectral	spectral	ADJ
ajgt-2906	98	8	bands	band	NOUN
ajgt-2906	98	9	and	and	CCONJ
ajgt-2906	98	10	formulas	formula	NOUN
ajgt-2906	98	11	.	.	PUNCT
ajgt-2906	99	1	the	the	DET
ajgt-2906	99	2	calculations	calculation	NOUN
ajgt-2906	99	3	are	be	AUX
ajgt-2906	99	4	as	as	SCONJ
ajgt-2906	99	5	follows	follow	VERB
ajgt-2906	99	6	:	:	PUNCT
ajgt-2906	99	7	ndvi	ndvi	PROPN
ajgt-2906	99	8	calculation	calculation	NOUN
ajgt-2906	99	9	ndvi	ndvi	PROPN
ajgt-2906	99	10	was	be	AUX
ajgt-2906	99	11	calculated	calculate	VERB
ajgt-2906	99	12	with	with	ADP
ajgt-2906	99	13	the	the	DET
ajgt-2906	99	14	formula	formula	NOUN
ajgt-2906	99	15	:	:	PUNCT
ajgt-2906	99	16	ndvi=(nir+red)/(nir−red	ndvi=(nir+red)/(nir−re	VERB
ajgt-2906	99	17	)	)	PUNCT
ajgt-2906	99	18	(	(	PUNCT
ajgt-2906	99	19	1	1	X
ajgt-2906	99	20	)	)	PUNCT
ajgt-2906	99	21	where	where	SCONJ
ajgt-2906	99	22	:	:	PUNCT
ajgt-2906	99	23	nir	nir	PROPN
ajgt-2906	99	24	is	be	AUX
ajgt-2906	99	25	the	the	DET
ajgt-2906	99	26	near	near	ADV
ajgt-2906	99	27	-	-	PUNCT
ajgt-2906	99	28	infrared	infrare	VERB
ajgt-2906	99	29	band	band	NOUN
ajgt-2906	99	30	.	.	PUNCT
ajgt-2906	100	1	red	red	PROPN
ajgt-2906	100	2	is	be	AUX
ajgt-2906	100	3	the	the	DET
ajgt-2906	100	4	red	red	ADJ
ajgt-2906	100	5	band	band	NOUN
ajgt-2906	100	6	.	.	PUNCT
ajgt-2906	101	1	ndvi	ndvi	PROPN
ajgt-2906	101	2	values	value	NOUN
ajgt-2906	101	3	typically	typically	ADV
ajgt-2906	101	4	range	range	VERB
ajgt-2906	101	5	from	from	ADP
ajgt-2906	101	6	-1	-1	INTJ
ajgt-2906	101	7	to	to	ADP
ajgt-2906	101	8	1	1	NUM
ajgt-2906	101	9	,	,	PUNCT
ajgt-2906	101	10	with	with	ADP
ajgt-2906	101	11	higher	high	ADJ
ajgt-2906	101	12	values	value	NOUN
ajgt-2906	101	13	indicating	indicate	VERB
ajgt-2906	101	14	denser	dense	ADJ
ajgt-2906	101	15	and	and	CCONJ
ajgt-2906	101	16	healthier	healthy	ADJ
ajgt-2906	101	17	vegetation	vegetation	NOUN
ajgt-2906	101	18	ndwi	ndwi	NOUN
ajgt-2906	101	19	calculation	calculation	NOUN
ajgt-2906	101	20	ndwi	ndwi	NOUN
ajgt-2906	101	21	was	be	AUX
ajgt-2906	101	22	calculated	calculate	VERB
ajgt-2906	101	23	with	with	ADP
ajgt-2906	101	24	the	the	DET
ajgt-2906	101	25	formula	formula	NOUN
ajgt-2906	101	26	:	:	PUNCT
ajgt-2906	101	27	ndwi=(green+nir)/(green−nir	ndwi=(green+nir)/(green−nir	NUM
ajgt-2906	101	28	)	)	PUNCT
ajgt-2906	101	29	(	(	PUNCT
ajgt-2906	101	30	2	2	X
ajgt-2906	101	31	)	)	PUNCT
ajgt-2906	101	32	where	where	SCONJ
ajgt-2906	101	33	:	:	PUNCT
ajgt-2906	101	34	nir	nir	PROPN
ajgt-2906	101	35	is	be	AUX
ajgt-2906	101	36	the	the	DET
ajgt-2906	101	37	near	near	ADV
ajgt-2906	101	38	-	-	PUNCT
ajgt-2906	101	39	infrared	infrare	VERB
ajgt-2906	101	40	band	band	NOUN
ajgt-2906	101	41	.	.	PUNCT
ajgt-2906	102	1	green	green	PROPN
ajgt-2906	102	2	is	be	AUX
ajgt-2906	102	3	the	the	DET
ajgt-2906	102	4	green	green	ADJ
ajgt-2906	102	5	band	band	NOUN
ajgt-2906	102	6	.	.	PUNCT
ajgt-2906	103	1	ndwi	ndwi	ADJ
ajgt-2906	103	2	values	value	NOUN
ajgt-2906	103	3	typically	typically	ADV
ajgt-2906	103	4	range	range	VERB
ajgt-2906	103	5	from	from	ADP
ajgt-2906	103	6	-1	-1	INTJ
ajgt-2906	103	7	to	to	ADP
ajgt-2906	103	8	1	1	NUM
ajgt-2906	103	9	,	,	PUNCT
ajgt-2906	103	10	with	with	ADP
ajgt-2906	103	11	higher	high	ADJ
ajgt-2906	103	12	values	value	NOUN
ajgt-2906	103	13	indicating	indicate	VERB
ajgt-2906	103	14	water	water	NOUN
ajgt-2906	103	15	bodies	body	NOUN
ajgt-2906	103	16	and	and	CCONJ
ajgt-2906	103	17	lower	low	ADJ
ajgt-2906	103	18	values	value	NOUN
ajgt-2906	103	19	indicating	indicate	VERB
ajgt-2906	103	20	non	non	ADJ
ajgt-2906	103	21	-	-	ADJ
ajgt-2906	103	22	water	water	ADJ
ajgt-2906	103	23	features	feature	NOUN
ajgt-2906	103	24	.	.	PUNCT
ajgt-2906	104	1	ndbi	ndbi	ADJ
ajgt-2906	104	2	calculation	calculation	NOUN
ajgt-2906	104	3	ndbi	ndbi	NOUN
ajgt-2906	104	4	was	be	AUX
ajgt-2906	104	5	calculated	calculate	VERB
ajgt-2906	104	6	with	with	ADP
ajgt-2906	104	7	the	the	DET
ajgt-2906	104	8	formula	formula	NOUN
ajgt-2906	104	9	:	:	PUNCT
ajgt-2906	104	10	ndbi=(swir+nir)/(swir−nir	ndbi=(swir+nir)/(swir−nir	NUM
ajgt-2906	104	11	)	)	PUNCT
ajgt-2906	104	12	(	(	PUNCT
ajgt-2906	104	13	3	3	X
ajgt-2906	104	14	)	)	PUNCT
ajgt-2906	104	15	where	where	SCONJ
ajgt-2906	104	16	:	:	PUNCT
ajgt-2906	104	17	swir	swir	NOUN
ajgt-2906	104	18	is	be	AUX
ajgt-2906	104	19	the	the	DET
ajgt-2906	104	20	short	short	ADJ
ajgt-2906	104	21	-	-	PUNCT
ajgt-2906	104	22	wave	wave	NOUN
ajgt-2906	104	23	infrared	infrared	ADJ
ajgt-2906	104	24	band	band	NOUN
ajgt-2906	104	25	.	.	PUNCT
ajgt-2906	105	1	nir	nir	PROPN
ajgt-2906	105	2	is	be	AUX
ajgt-2906	105	3	the	the	DET
ajgt-2906	105	4	near	near	ADV
ajgt-2906	105	5	-	-	PUNCT
ajgt-2906	105	6	infrared	infrare	VERB
ajgt-2906	105	7	band	band	NOUN
ajgt-2906	105	8	.	.	PUNCT
ajgt-2906	106	1	ndbi	ndbi	ADJ
ajgt-2906	106	2	values	value	NOUN
ajgt-2906	106	3	typically	typically	ADV
ajgt-2906	106	4	range	range	VERB
ajgt-2906	106	5	from	from	ADP
ajgt-2906	106	6	-1	-1	INTJ
ajgt-2906	106	7	to	to	ADP
ajgt-2906	106	8	1	1	NUM
ajgt-2906	106	9	,	,	PUNCT
ajgt-2906	106	10	with	with	ADP
ajgt-2906	106	11	higher	high	ADJ
ajgt-2906	106	12	values	value	NOUN
ajgt-2906	106	13	indicating	indicate	VERB
ajgt-2906	106	14	built	build	VERB
ajgt-2906	106	15	-	-	PUNCT
ajgt-2906	106	16	up	up	ADP
ajgt-2906	106	17	areas	area	NOUN
ajgt-2906	106	18	and	and	CCONJ
ajgt-2906	106	19	lower	low	ADJ
ajgt-2906	106	20	values	value	NOUN
ajgt-2906	106	21	indicating	indicate	VERB
ajgt-2906	106	22	non	non	ADJ
ajgt-2906	106	23	-	-	ADJ
ajgt-2906	106	24	built	build	VERB
ajgt-2906	106	25	-	-	PUNCT
ajgt-2906	106	26	up	up	ADP
ajgt-2906	106	27	areas	area	NOUN
ajgt-2906	106	28	.	.	PUNCT
ajgt-2906	107	1	lst	lst	AUX
ajgt-2906	107	2	calculation	calculation	VERB
ajgt-2906	107	3	the	the	DET
ajgt-2906	107	4	thermal	thermal	ADJ
ajgt-2906	107	5	infrared	infrared	ADJ
ajgt-2906	107	6	bands	band	NOUN
ajgt-2906	107	7	were	be	AUX
ajgt-2906	107	8	used	use	VERB
ajgt-2906	107	9	for	for	ADP
ajgt-2906	107	10	lst	lst	NOUN
ajgt-2906	107	11	calculation	calculation	NOUN
ajgt-2906	107	12	.	.	PUNCT
ajgt-2906	108	1	landsat	landsat	PROPN
ajgt-2906	108	2	8	8	NUM
ajgt-2906	108	3	and	and	CCONJ
ajgt-2906	108	4	landsat	landsat	NOUN
ajgt-2906	108	5	7	7	NUM
ajgt-2906	108	6	imagery	imagery	NOUN
ajgt-2906	108	7	from	from	ADP
ajgt-2906	108	8	2023	2023	NUM
ajgt-2906	108	9	,	,	PUNCT
ajgt-2906	108	10	2013	2013	NUM
ajgt-2906	108	11	,	,	PUNCT
ajgt-2906	108	12	and	and	CCONJ
ajgt-2906	108	13	2003	2003	NUM
ajgt-2906	108	14	respectively	respectively	ADV
ajgt-2906	108	15	were	be	AUX
ajgt-2906	108	16	used	use	VERB
ajgt-2906	108	17	to	to	PART
ajgt-2906	108	18	retrieve	retrieve	VERB
ajgt-2906	108	19	lst	lst	PROPN
ajgt-2906	108	20	.	.	PUNCT
ajgt-2906	109	1	the	the	DET
ajgt-2906	109	2	thermal	thermal	ADJ
ajgt-2906	109	3	infrared	infrared	ADJ
ajgt-2906	109	4	bands	band	NOUN
ajgt-2906	109	5	(	(	PUNCT
ajgt-2906	109	6	band	band	NOUN
ajgt-2906	109	7	10	10	NUM
ajgt-2906	109	8	for	for	ADP
ajgt-2906	109	9	landsat	landsat	PROPN
ajgt-2906	109	10	8	8	NUM
ajgt-2906	109	11	and	and	CCONJ
ajgt-2906	109	12	band	band	NOUN
ajgt-2906	109	13	6	6	NUM
ajgt-2906	109	14	for	for	ADP
ajgt-2906	109	15	landsat	landsat	NOUN
ajgt-2906	109	16	7	7	NUM
ajgt-2906	109	17	)	)	PUNCT
ajgt-2906	109	18	were	be	AUX
ajgt-2906	109	19	converted	convert	VERB
ajgt-2906	109	20	to	to	ADP
ajgt-2906	109	21	top	top	VERB
ajgt-2906	109	22	-	-	PUNCT
ajgt-2906	109	23	of	of	ADP
ajgt-2906	109	24	-	-	PUNCT
ajgt-2906	109	25	atmosphere	atmosphere	NOUN
ajgt-2906	109	26	(	(	PUNCT
ajgt-2906	109	27	toa	toa	NOUN
ajgt-2906	109	28	)	)	PUNCT
ajgt-2906	109	29	during	during	ADP
ajgt-2906	109	30	pre	pre	ADJ
ajgt-2906	109	31	-	-	ADJ
ajgt-2906	109	32	processing	processing	ADJ
ajgt-2906	109	33	.	.	PUNCT
ajgt-2906	110	1	this	this	PRON
ajgt-2906	110	2	involved	involve	VERB
ajgt-2906	110	3	converting	convert	VERB
ajgt-2906	110	4	the	the	DET
ajgt-2906	110	5	digital	digital	ADJ
ajgt-2906	110	6	numbers	number	NOUN
ajgt-2906	110	7	to	to	PART
ajgt-2906	110	8	toa	toa	VERB
ajgt-2906	110	9	spectral	spectral	ADJ
ajgt-2906	110	10	radiance	radiance	NOUN
ajgt-2906	110	11	using	use	VERB
ajgt-2906	110	12	sensor	sensor	NOUN
ajgt-2906	110	13	radiometric	radiometric	ADJ
ajgt-2906	110	14	calibration	calibration	NOUN
ajgt-2906	110	15	coefficients	coefficient	NOUN
ajgt-2906	110	16	.	.	PUNCT
ajgt-2906	111	1	conversion	conversion	NOUN
ajgt-2906	111	2	to	to	PART
ajgt-2906	111	3	brightness	brightness	VERB
ajgt-2906	111	4	temperature	temperature	NOUN
ajgt-2906	111	5	the	the	DET
ajgt-2906	111	6	toa	toa	PROPN
ajgt-2906	111	7	spectral	spectral	ADJ
ajgt-2906	111	8	radiance	radiance	NOUN
ajgt-2906	111	9	values	value	NOUN
ajgt-2906	111	10	were	be	AUX
ajgt-2906	111	11	further	far	ADV
ajgt-2906	111	12	processed	process	VERB
ajgt-2906	111	13	to	to	PART
ajgt-2906	111	14	obtain	obtain	VERB
ajgt-2906	111	15	brightness	brightness	NOUN
ajgt-2906	111	16	temperature	temperature	NOUN
ajgt-2906	111	17	(	(	PUNCT
ajgt-2906	111	18	t	t	NOUN
ajgt-2906	111	19	)	)	PUNCT
ajgt-2906	111	20	using	use	VERB
ajgt-2906	111	21	planck	planck	NOUN
ajgt-2906	111	22	’s	’s	PART
ajgt-2906	111	23	law	law	NOUN
ajgt-2906	111	24	and	and	CCONJ
ajgt-2906	111	25	the	the	DET
ajgt-2906	111	26	thermal	thermal	ADJ
ajgt-2906	111	27	band	band	NOUN
ajgt-2906	111	28	wavelength	wavelength	NOUN
ajgt-2906	111	29	.	.	PUNCT
ajgt-2906	112	1	the	the	DET
ajgt-2906	112	2	conversion	conversion	NOUN
ajgt-2906	112	3	from	from	ADP
ajgt-2906	112	4	radiance	radiance	NOUN
ajgt-2906	112	5	to	to	ADP
ajgt-2906	112	6	brightness	brightness	NOUN
ajgt-2906	112	7	temperature	temperature	NOUN
ajgt-2906	112	8	was	be	AUX
ajgt-2906	112	9	represented	represent	VERB
ajgt-2906	112	10	by	by	ADP
ajgt-2906	112	11	the	the	DET
ajgt-2906	112	12	equation	equation	NOUN
ajgt-2906	112	13	:	:	PUNCT
ajgt-2906	112	14	k2	k2	PROPN
ajgt-2906	112	15	/	/	SYM
ajgt-2906	112	16	ln(k1	ln(k1	NOUN
ajgt-2906	112	17	/	/	SYM
ajgt-2906	112	18	lλ	lλ	NOUN
ajgt-2906	112	19	)	)	PUNCT
ajgt-2906	112	20	(	(	PUNCT
ajgt-2906	112	21	4	4	X
ajgt-2906	112	22	)	)	PUNCT
ajgt-2906	112	23	where	where	SCONJ
ajgt-2906	112	24	:	:	PUNCT
ajgt-2906	112	25	•	•	NUM
ajgt-2906	112	26	t	t	NOUN
ajgt-2906	112	27	is	be	AUX
ajgt-2906	112	28	the	the	DET
ajgt-2906	112	29	brightness	brightness	ADJ
ajgt-2906	112	30	temperature	temperature	NOUN
ajgt-2906	112	31	,	,	PUNCT
ajgt-2906	112	32	•	•	X
ajgt-2906	112	33	k2	k2	NOUN
ajgt-2906	112	34	and	and	CCONJ
ajgt-2906	112	35	k1	k1	NOUN
ajgt-2906	112	36	are	be	AUX
ajgt-2906	112	37	band	band	NOUN
ajgt-2906	112	38	-	-	PUNCT
ajgt-2906	112	39	specific	specific	ADJ
ajgt-2906	112	40	thermal	thermal	ADJ
ajgt-2906	112	41	conversion	conversion	NOUN
ajgt-2906	112	42	constants	constant	NOUN
ajgt-2906	112	43	,	,	PUNCT
ajgt-2906	112	44	•	•	DET
ajgt-2906	112	45	lλ	lλ	INTJ
ajgt-2906	112	46	is	be	AUX
ajgt-2906	112	47	the	the	DET
ajgt-2906	112	48	toa	toa	PROPN
ajgt-2906	112	49	spectral	spectral	ADJ
ajgt-2906	112	50	radiance	radiance	NOUN
ajgt-2906	112	51	.	.	PUNCT
ajgt-2906	113	1	deriving	derive	VERB
ajgt-2906	113	2	land	land	NOUN
ajgt-2906	113	3	surface	surface	NOUN
ajgt-2906	113	4	emissivity	emissivity	NOUN
ajgt-2906	113	5	(	(	PUNCT
ajgt-2906	113	6	lse	lse	PROPN
ajgt-2906	113	7	)	)	PUNCT
ajgt-2906	113	8	the	the	DET
ajgt-2906	113	9	calculation	calculation	NOUN
ajgt-2906	113	10	of	of	ADP
ajgt-2906	113	11	land	land	NOUN
ajgt-2906	113	12	surface	surface	NOUN
ajgt-2906	113	13	emissivity	emissivity	NOUN
ajgt-2906	113	14	(	(	PUNCT
ajgt-2906	113	15	lse	lse	PROPN
ajgt-2906	113	16	)	)	PUNCT
ajgt-2906	113	17	is	be	AUX
ajgt-2906	113	18	critical	critical	ADJ
ajgt-2906	113	19	to	to	PART
ajgt-2906	113	20	lst	lst	VERB
ajgt-2906	113	21	retrieval	retrieval	VERB
ajgt-2906	113	22	and	and	CCONJ
ajgt-2906	113	23	was	be	AUX
ajgt-2906	113	24	performed	perform	VERB
ajgt-2906	113	25	using	use	VERB
ajgt-2906	113	26	the	the	DET
ajgt-2906	113	27	following	follow	VERB
ajgt-2906	113	28	equations	equation	NOUN
ajgt-2906	113	29	:	:	PUNCT
ajgt-2906	113	30	pv=((ndvi	pv=((ndvi	VERB
ajgt-2906	113	31	-	-	PUNCT
ajgt-2906	113	32	ndvimin)/(ndvimax	ndvimin)/(ndvimax	VERB
ajgt-2906	113	33	-	-	PUNCT
ajgt-2906	113	34	ndvimin))2	ndvimin))2	PROPN
ajgt-2906	113	35	(	(	PUNCT
ajgt-2906	113	36	5	5	NUM
ajgt-2906	113	37	)	)	PUNCT
ajgt-2906	113	38	subsequently	subsequently	ADV
ajgt-2906	113	39	,	,	PUNCT
ajgt-2906	113	40	the	the	DET
ajgt-2906	113	41	land	land	NOUN
ajgt-2906	113	42	surface	surface	NOUN
ajgt-2906	113	43	emissivity	emissivity	NOUN
ajgt-2906	113	44	(	(	PUNCT
ajgt-2906	113	45	e	e	NOUN
ajgt-2906	113	46	)	)	PUNCT
ajgt-2906	113	47	was	be	AUX
ajgt-2906	113	48	calculated	calculate	VERB
ajgt-2906	113	49	using	use	VERB
ajgt-2906	113	50	e=0.004×pv+0.986	e=0.004×pv+0.986	PROPN
ajgt-2906	113	51	(	(	PUNCT
ajgt-2906	113	52	6	6	NUM
ajgt-2906	113	53	)	)	PUNCT
ajgt-2906	113	54	this	this	DET
ajgt-2906	113	55	step	step	NOUN
ajgt-2906	113	56	is	be	AUX
ajgt-2906	113	57	crucial	crucial	ADJ
ajgt-2906	113	58	in	in	ADP
ajgt-2906	113	59	refining	refine	VERB
ajgt-2906	113	60	the	the	DET
ajgt-2906	113	61	accuracy	accuracy	NOUN
ajgt-2906	113	62	of	of	ADP
ajgt-2906	113	63	lst	lst	NOUN
ajgt-2906	113	64	retrieval	retrieval	NOUN
ajgt-2906	113	65	.	.	PUNCT
ajgt-2906	114	1	conversion	conversion	NOUN
ajgt-2906	114	2	of	of	ADP
ajgt-2906	114	3	lst	lst	NOUN
ajgt-2906	114	4	from	from	ADP
ajgt-2906	114	5	kelvin	kelvin	PROPN
ajgt-2906	114	6	to	to	PART
ajgt-2906	114	7	degree	degree	VERB
ajgt-2906	114	8	celsius	celsius	NOUN
ajgt-2906	114	9	after	after	SCONJ
ajgt-2906	114	10	the	the	DET
ajgt-2906	114	11	emissivity	emissivity	NOUN
ajgt-2906	114	12	-	-	PUNCT
ajgt-2906	114	13	corrected	correct	VERB
ajgt-2906	114	14	land	land	NOUN
ajgt-2906	114	15	surface	surface	NOUN
ajgt-2906	114	16	temperatures	temperature	NOUN
ajgt-2906	114	17	were	be	AUX
ajgt-2906	114	18	estimated	estimate	VERB
ajgt-2906	114	19	in	in	ADP
ajgt-2906	114	20	degrees	degree	NOUN
ajgt-2906	114	21	kelvin	kelvin	PROPN
ajgt-2906	114	22	,	,	PUNCT
ajgt-2906	114	23	the	the	DET
ajgt-2906	114	24	values	value	NOUN
ajgt-2906	114	25	were	be	AUX
ajgt-2906	114	26	converted	convert	VERB
ajgt-2906	114	27	to	to	ADP
ajgt-2906	114	28	degrees	degree	NOUN
ajgt-2906	114	29	celsius	celsius	NOUN
ajgt-2906	114	30	for	for	ADP
ajgt-2906	114	31	easy	easy	ADJ
ajgt-2906	114	32	comprehension	comprehension	NOUN
ajgt-2906	114	33	.	.	PUNCT
ajgt-2906	115	1	this	this	DET
ajgt-2906	115	2	conversion	conversion	NOUN
ajgt-2906	115	3	was	be	AUX
ajgt-2906	115	4	achieved	achieve	VERB
ajgt-2906	115	5	using	use	VERB
ajgt-2906	115	6	the	the	DET
ajgt-2906	115	7	relation	relation	NOUN
ajgt-2906	115	8	lst(	lst(	PROPN
ajgt-2906	116	1	°	°	NOUN
ajgt-2906	116	2	c)=lst(k)-273.15	c)=lst(k)-273.15	NOUN
ajgt-2906	116	3	(	(	PUNCT
ajgt-2906	116	4	7	7	NUM
ajgt-2906	116	5	)	)	PUNCT
ajgt-2906	116	6	reclassification	reclassification	NOUN
ajgt-2906	116	7	and	and	CCONJ
ajgt-2906	116	8	weight	weight	NOUN
ajgt-2906	116	9	assignment	assignment	NOUN
ajgt-2906	116	10	reclassification	reclassification	NOUN
ajgt-2906	116	11	and	and	CCONJ
ajgt-2906	116	12	weight	weight	NOUN
ajgt-2906	116	13	assignment	assignment	NOUN
ajgt-2906	116	14	are	be	AUX
ajgt-2906	116	15	crucial	crucial	ADJ
ajgt-2906	116	16	steps	step	NOUN
ajgt-2906	116	17	in	in	ADP
ajgt-2906	116	18	data	datum	NOUN
ajgt-2906	116	19	processing	processing	NOUN
ajgt-2906	116	20	,	,	PUNCT
ajgt-2906	116	21	aimed	aim	VERB
ajgt-2906	116	22	at	at	ADP
ajgt-2906	116	23	standardizing	standardize	VERB
ajgt-2906	116	24	scales	scale	NOUN
ajgt-2906	116	25	and	and	CCONJ
ajgt-2906	116	26	assigning	assign	VERB
ajgt-2906	116	27	weights	weight	NOUN
ajgt-2906	116	28	to	to	ADP
ajgt-2906	116	29	different	different	ADJ
ajgt-2906	116	30	indices	index	NOUN
ajgt-2906	116	31	.	.	PUNCT
ajgt-2906	117	1	this	this	PRON
ajgt-2906	117	2	involves	involve	VERB
ajgt-2906	117	3	converting	convert	VERB
ajgt-2906	117	4	the	the	DET
ajgt-2906	117	5	continuous	continuous	ADJ
ajgt-2906	117	6	values	value	NOUN
ajgt-2906	117	7	of	of	ADP
ajgt-2906	117	8	the	the	DET
ajgt-2906	117	9	indices	index	NOUN
ajgt-2906	117	10	into	into	ADP
ajgt-2906	117	11	discrete	discrete	ADJ
ajgt-2906	117	12	classes	class	NOUN
ajgt-2906	117	13	and	and	CCONJ
ajgt-2906	117	14	categories	category	NOUN
ajgt-2906	117	15	.	.	PUNCT
ajgt-2906	118	1	these	these	DET
ajgt-2906	118	2	classes	class	NOUN
ajgt-2906	118	3	(	(	PUNCT
ajgt-2906	118	4	ndvi	ndvi	NOUN
ajgt-2906	118	5	,	,	PUNCT
ajgt-2906	118	6	ndwi	ndwi	ADJ
ajgt-2906	118	7	,	,	PUNCT
ajgt-2906	118	8	ndbi	ndbi	ADJ
ajgt-2906	118	9	,	,	PUNCT
ajgt-2906	118	10	and	and	CCONJ
ajgt-2906	118	11	lst	lst	NOUN
ajgt-2906	118	12	)	)	PUNCT
ajgt-2906	118	13	were	be	AUX
ajgt-2906	118	14	assigned	assign	VERB
ajgt-2906	118	15	ranks	rank	NOUN
ajgt-2906	118	16	ranging	range	VERB
ajgt-2906	118	17	from	from	ADP
ajgt-2906	118	18	1	1	NUM
ajgt-2906	118	19	to	to	PART
ajgt-2906	118	20	5	5	NUM
ajgt-2906	118	21	(	(	PUNCT
ajgt-2906	118	22	low	low	ADJ
ajgt-2906	118	23	to	to	ADP
ajgt-2906	118	24	high	high	ADJ
ajgt-2906	118	25	)	)	PUNCT
ajgt-2906	118	26	based	base	VERB
ajgt-2906	118	27	on	on	ADP
ajgt-2906	118	28	their	their	PRON
ajgt-2906	118	29	sensitivity	sensitivity	NOUN
ajgt-2906	118	30	to	to	ADP
ajgt-2906	118	31	oil	oil	NOUN
ajgt-2906	118	32	spills	spill	NOUN
ajgt-2906	118	33	,	,	PUNCT
ajgt-2906	118	34	with	with	ADP
ajgt-2906	118	35	higher	high	ADJ
ajgt-2906	118	36	ranks	rank	NOUN
ajgt-2906	118	37	indicating	indicate	VERB
ajgt-2906	118	38	greater	great	ADJ
ajgt-2906	118	39	sensitivity	sensitivity	NOUN
ajgt-2906	118	40	.	.	PUNCT
ajgt-2906	119	1	weight	weight	NOUN
ajgt-2906	119	2	assignment	assignment	NOUN
ajgt-2906	119	3	was	be	AUX
ajgt-2906	119	4	done	do	VERB
ajgt-2906	119	5	using	use	VERB
ajgt-2906	119	6	analytical	analytical	ADJ
ajgt-2906	119	7	hierarchy	hierarchy	NOUN
ajgt-2906	119	8	process	process	NOUN
ajgt-2906	119	9	(	(	PUNCT
ajgt-2906	119	10	ahp	ahp	NOUN
ajgt-2906	119	11	)	)	PUNCT
ajgt-2906	119	12	method	method	NOUN
ajgt-2906	119	13	,	,	PUNCT
ajgt-2906	119	14	which	which	PRON
ajgt-2906	119	15	compares	compare	VERB
ajgt-2906	119	16	the	the	DET
ajgt-2906	119	17	importance	importance	NOUN
ajgt-2906	119	18	of	of	ADP
ajgt-2906	119	19	different	different	ADJ
ajgt-2906	119	20	criteria	criterion	NOUN
ajgt-2906	119	21	relative	relative	ADJ
ajgt-2906	119	22	to	to	ADP
ajgt-2906	119	23	each	each	DET
ajgt-2906	119	24	other	other	ADJ
ajgt-2906	119	25	.	.	PUNCT
ajgt-2906	120	1	this	this	DET
ajgt-2906	120	2	comparison	comparison	NOUN
ajgt-2906	120	3	was	be	AUX
ajgt-2906	120	4	made	make	VERB
ajgt-2906	120	5	using	use	VERB
ajgt-2906	120	6	saaty	saaty	NOUN
ajgt-2906	120	7	’s	’s	PART
ajgt-2906	120	8	9	9	NUM
ajgt-2906	120	9	-	-	PUNCT
ajgt-2906	120	10	point	point	NOUN
ajgt-2906	120	11	scale	scale	NOUN
ajgt-2906	120	12	(	(	PUNCT
ajgt-2906	120	13	figure	figure	NOUN
ajgt-2906	120	14	3	3	NUM
ajgt-2906	120	15	)	)	PUNCT
ajgt-2906	120	16	pa	pa	PROPN
ajgt-2906	120	17	ge	ge	PROPN
ajgt-2906	120	18	55	55	NUM
ajgt-2906	120	19	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	120	20	am	be	AUX
ajgt-2906	120	21	.	.	PUNCT
ajgt-2906	121	1	j.	j.	PROPN
ajgt-2906	121	2	geo	geo	PROPN
ajgt-2906	121	3	spat	spat	PROPN
ajgt-2906	121	4	.	.	PUNCT
ajgt-2906	122	1	technol	technol	PROPN
ajgt-2906	122	2	.	.	PUNCT
ajgt-2906	123	1	3(1	3(1	NUM
ajgt-2906	123	2	)	)	PUNCT
ajgt-2906	124	1	51	51	NUM
ajgt-2906	124	2	-	-	SYM
ajgt-2906	124	3	68	68	NUM
ajgt-2906	124	4	,	,	PUNCT
ajgt-2906	124	5	2024	2024	NUM
ajgt-2906	124	6	as	as	ADP
ajgt-2906	124	7	part	part	NOUN
ajgt-2906	124	8	of	of	ADP
ajgt-2906	124	9	the	the	DET
ajgt-2906	124	10	ahp	ahp	NOUN
ajgt-2906	124	11	process	process	NOUN
ajgt-2906	124	12	,	,	PUNCT
ajgt-2906	124	13	the	the	DET
ajgt-2906	124	14	raw	raw	ADJ
ajgt-2906	124	15	comparison	comparison	NOUN
ajgt-2906	124	16	matrix	matrix	NOUN
ajgt-2906	124	17	was	be	AUX
ajgt-2906	124	18	normalized	normalize	VERB
ajgt-2906	124	19	to	to	PART
ajgt-2906	124	20	derive	derive	VERB
ajgt-2906	124	21	ratio	ratio	NOUN
ajgt-2906	124	22	scale	scale	NOUN
ajgt-2906	124	23	priority	priority	NOUN
ajgt-2906	124	24	vectors	vector	NOUN
ajgt-2906	124	25	.	.	PUNCT
ajgt-2906	125	1	normalization	normalization	NOUN
ajgt-2906	125	2	was	be	AUX
ajgt-2906	125	3	achieved	achieve	VERB
ajgt-2906	125	4	by	by	ADP
ajgt-2906	125	5	dividing	divide	VERB
ajgt-2906	125	6	each	each	DET
ajgt-2906	125	7	value	value	NOUN
ajgt-2906	125	8	in	in	ADP
ajgt-2906	125	9	a	a	DET
ajgt-2906	125	10	criterion	criterion	NOUN
ajgt-2906	125	11	’s	’s	PART
ajgt-2906	125	12	column	column	NOUN
ajgt-2906	125	13	by	by	ADP
ajgt-2906	125	14	the	the	DET
ajgt-2906	125	15	sum	sum	NOUN
ajgt-2906	125	16	of	of	ADP
ajgt-2906	125	17	the	the	DET
ajgt-2906	125	18	column	column	NOUN
ajgt-2906	125	19	.	.	PUNCT
ajgt-2906	126	1	this	this	PRON
ajgt-2906	126	2	converted	convert	VERB
ajgt-2906	126	3	the	the	DET
ajgt-2906	126	4	comparisons	comparison	NOUN
ajgt-2906	126	5	to	to	ADP
ajgt-2906	126	6	a	a	DET
ajgt-2906	126	7	proportional	proportional	ADJ
ajgt-2906	126	8	ratio	ratio	NOUN
ajgt-2906	126	9	scale	scale	NOUN
ajgt-2906	126	10	while	while	SCONJ
ajgt-2906	126	11	maintaining	maintain	VERB
ajgt-2906	126	12	their	their	PRON
ajgt-2906	126	13	relativity	relativity	NOUN
ajgt-2906	126	14	.	.	PUNCT
ajgt-2906	127	1	the	the	DET
ajgt-2906	127	2	normalization	normalization	NOUN
ajgt-2906	127	3	process	process	NOUN
ajgt-2906	127	4	was	be	AUX
ajgt-2906	127	5	applied	apply	VERB
ajgt-2906	127	6	to	to	ADP
ajgt-2906	127	7	each	each	DET
ajgt-2906	127	8	column	column	NOUN
ajgt-2906	127	9	of	of	ADP
ajgt-2906	127	10	the	the	DET
ajgt-2906	127	11	comparison	comparison	NOUN
ajgt-2906	127	12	matrix	matrix	NOUN
ajgt-2906	127	13	.	.	PUNCT
ajgt-2906	128	1	it	it	PRON
ajgt-2906	128	2	enabled	enable	VERB
ajgt-2906	128	3	priority	priority	NOUN
ajgt-2906	128	4	vectors	vector	NOUN
ajgt-2906	128	5	to	to	PART
ajgt-2906	128	6	be	be	AUX
ajgt-2906	128	7	extracted	extract	VERB
ajgt-2906	128	8	that	that	PRON
ajgt-2906	128	9	represented	represent	VERB
ajgt-2906	128	10	the	the	DET
ajgt-2906	128	11	relative	relative	ADJ
ajgt-2906	128	12	weights	weight	NOUN
ajgt-2906	128	13	or	or	CCONJ
ajgt-2906	128	14	priorities	priority	NOUN
ajgt-2906	128	15	of	of	ADP
ajgt-2906	128	16	each	each	DET
ajgt-2906	128	17	criterion	criterion	NOUN
ajgt-2906	128	18	proportional	proportional	ADJ
ajgt-2906	128	19	to	to	ADP
ajgt-2906	128	20	the	the	DET
ajgt-2906	128	21	others	other	NOUN
ajgt-2906	128	22	.	.	PUNCT
ajgt-2906	129	1	the	the	DET
ajgt-2906	129	2	normalized	normalize	VERB
ajgt-2906	129	3	comparison	comparison	NOUN
ajgt-2906	129	4	matrix	matrix	NOUN
ajgt-2906	129	5	retained	retain	VERB
ajgt-2906	129	6	the	the	DET
ajgt-2906	129	7	original	original	ADJ
ajgt-2906	129	8	criteria	criterion	NOUN
ajgt-2906	129	9	relationships	relationship	NOUN
ajgt-2906	129	10	while	while	SCONJ
ajgt-2906	129	11	transforming	transform	VERB
ajgt-2906	129	12	values	value	NOUN
ajgt-2906	129	13	to	to	ADP
ajgt-2906	129	14	a	a	DET
ajgt-2906	129	15	0	0	NUM
ajgt-2906	129	16	to	to	PART
ajgt-2906	129	17	1	1	NUM
ajgt-2906	129	18	scale	scale	NOUN
ajgt-2906	129	19	suitable	suitable	ADJ
ajgt-2906	129	20	for	for	ADP
ajgt-2906	129	21	quantifying	quantify	VERB
ajgt-2906	129	22	the	the	DET
ajgt-2906	129	23	relative	relative	ADJ
ajgt-2906	129	24	importance	importance	NOUN
ajgt-2906	129	25	or	or	CCONJ
ajgt-2906	129	26	weight	weight	NOUN
ajgt-2906	129	27	of	of	ADP
ajgt-2906	129	28	each	each	DET
ajgt-2906	129	29	factor	factor	NOUN
ajgt-2906	129	30	in	in	ADP
ajgt-2906	129	31	the	the	DET
ajgt-2906	129	32	suitability	suitability	NOUN
ajgt-2906	129	33	analysis	analysis	NOUN
ajgt-2906	129	34	.	.	PUNCT
ajgt-2906	130	1	formula	formula	NOUN
ajgt-2906	130	2	:	:	PUNCT
ajgt-2906	130	3	•	•	NUM
ajgt-2906	130	4	nij	nij	NOUN
ajgt-2906	130	5	is	be	AUX
ajgt-2906	130	6	the	the	DET
ajgt-2906	130	7	normalized	normalize	VERB
ajgt-2906	130	8	value	value	NOUN
ajgt-2906	130	9	for	for	ADP
ajgt-2906	130	10	the	the	DET
ajgt-2906	130	11	comparison	comparison	NOUN
ajgt-2906	130	12	between	between	ADP
ajgt-2906	130	13	criterion	criterion	NOUN
ajgt-2906	130	14	i	i	PRON
ajgt-2906	130	15	and	and	CCONJ
ajgt-2906	130	16	criterion	criterion	NOUN
ajgt-2906	130	17	j.	j.	PROPN
ajgt-2906	130	18	•	•	PROPN
ajgt-2906	130	19	n	n	PROPN
ajgt-2906	130	20	is	be	AUX
ajgt-2906	130	21	the	the	DET
ajgt-2906	130	22	number	number	NOUN
ajgt-2906	130	23	of	of	ADP
ajgt-2906	130	24	criteria	criterion	NOUN
ajgt-2906	130	25	.	.	PUNCT
ajgt-2906	131	1	consistency	consistency	NOUN
ajgt-2906	131	2	table	table	NOUN
ajgt-2906	131	3	the	the	DET
ajgt-2906	131	4	consistency	consistency	NOUN
ajgt-2906	131	5	of	of	ADP
ajgt-2906	131	6	judgments	judgment	NOUN
ajgt-2906	131	7	in	in	ADP
ajgt-2906	131	8	the	the	DET
ajgt-2906	131	9	ahp	ahp	PROPN
ajgt-2906	131	10	comparison	comparison	NOUN
ajgt-2906	131	11	matrix	matrix	NOUN
ajgt-2906	131	12	was	be	AUX
ajgt-2906	131	13	evaluated	evaluate	VERB
ajgt-2906	131	14	to	to	PART
ajgt-2906	131	15	ensure	ensure	VERB
ajgt-2906	131	16	logical	logical	ADJ
ajgt-2906	131	17	,	,	PUNCT
ajgt-2906	131	18	high	high	ADJ
ajgt-2906	131	19	-	-	PUNCT
ajgt-2906	131	20	quality	quality	NOUN
ajgt-2906	131	21	criteria	criterion	NOUN
ajgt-2906	131	22	weights	weight	NOUN
ajgt-2906	131	23	.	.	PUNCT
ajgt-2906	132	1	consistency	consistency	NOUN
ajgt-2906	132	2	was	be	AUX
ajgt-2906	132	3	measured	measure	VERB
ajgt-2906	132	4	by	by	ADP
ajgt-2906	132	5	first	first	ADV
ajgt-2906	132	6	calculating	calculate	VERB
ajgt-2906	132	7	a	a	DET
ajgt-2906	132	8	consistency	consistency	NOUN
ajgt-2906	132	9	index	index	NOUN
ajgt-2906	132	10	(	(	PUNCT
ajgt-2906	132	11	ci	ci	NOUN
ajgt-2906	132	12	)	)	PUNCT
ajgt-2906	132	13	for	for	ADP
ajgt-2906	132	14	the	the	DET
ajgt-2906	132	15	matrix	matrix	NOUN
ajgt-2906	132	16	.	.	PUNCT
ajgt-2906	133	1	ci	ci	PROPN
ajgt-2906	133	2	indicates	indicate	VERB
ajgt-2906	133	3	the	the	DET
ajgt-2906	133	4	level	level	NOUN
ajgt-2906	133	5	of	of	ADP
ajgt-2906	133	6	consistency	consistency	NOUN
ajgt-2906	133	7	in	in	ADP
ajgt-2906	133	8	the	the	DET
ajgt-2906	133	9	comparisons	comparison	NOUN
ajgt-2906	133	10	,	,	PUNCT
ajgt-2906	133	11	with	with	ADP
ajgt-2906	133	12	lower	low	ADJ
ajgt-2906	133	13	values	value	NOUN
ajgt-2906	133	14	being	be	AUX
ajgt-2906	133	15	more	more	ADV
ajgt-2906	133	16	consistent	consistent	ADJ
ajgt-2906	133	17	.	.	PUNCT
ajgt-2906	134	1	ci	ci	PROPN
ajgt-2906	134	2	was	be	AUX
ajgt-2906	134	3	compared	compare	VERB
ajgt-2906	134	4	to	to	ADP
ajgt-2906	134	5	a	a	DET
ajgt-2906	134	6	random	random	ADJ
ajgt-2906	134	7	index	index	NOUN
ajgt-2906	134	8	(	(	PUNCT
ajgt-2906	134	9	ri	ri	NOUN
ajgt-2906	134	10	)	)	PUNCT
ajgt-2906	134	11	based	base	VERB
ajgt-2906	134	12	on	on	ADP
ajgt-2906	134	13	the	the	DET
ajgt-2906	134	14	number	number	NOUN
ajgt-2906	134	15	of	of	ADP
ajgt-2906	134	16	criteria	criterion	NOUN
ajgt-2906	134	17	,	,	PUNCT
ajgt-2906	134	18	to	to	PART
ajgt-2906	134	19	derive	derive	VERB
ajgt-2906	134	20	a	a	DET
ajgt-2906	134	21	consistency	consistency	NOUN
ajgt-2906	134	22	ratio	ratio	NOUN
ajgt-2906	134	23	(	(	PUNCT
ajgt-2906	134	24	cr	cr	NOUN
ajgt-2906	134	25	)	)	PUNCT
ajgt-2906	134	26	.	.	PUNCT
ajgt-2906	135	1	saaty	saaty	NOUN
ajgt-2906	135	2	established	establish	VERB
ajgt-2906	135	3	that	that	SCONJ
ajgt-2906	135	4	cr	cr	PROPN
ajgt-2906	135	5	should	should	AUX
ajgt-2906	135	6	be	be	AUX
ajgt-2906	135	7	less	less	ADJ
ajgt-2906	135	8	than	than	ADP
ajgt-2906	135	9	0.1	0.1	NUM
ajgt-2906	135	10	to	to	PART
ajgt-2906	135	11	indicate	indicate	VERB
ajgt-2906	135	12	acceptable	acceptable	ADJ
ajgt-2906	135	13	consistency	consistency	NOUN
ajgt-2906	135	14	.	.	PUNCT
ajgt-2906	136	1	a	a	DET
ajgt-2906	136	2	consistency	consistency	NOUN
ajgt-2906	136	3	table	table	NOUN
ajgt-2906	136	4	was	be	AUX
ajgt-2906	136	5	generated	generate	VERB
ajgt-2906	136	6	showing	show	VERB
ajgt-2906	136	7	the	the	DET
ajgt-2906	136	8	ci	ci	NOUN
ajgt-2906	136	9	,	,	PUNCT
ajgt-2906	136	10	ri	ri	PROPN
ajgt-2906	136	11	and	and	CCONJ
ajgt-2906	136	12	cr	cr	PROPN
ajgt-2906	136	13	values	value	NOUN
ajgt-2906	136	14	.	.	PUNCT
ajgt-2906	137	1	if	if	SCONJ
ajgt-2906	137	2	cr	cr	NOUN
ajgt-2906	137	3	exceeded	exceed	VERB
ajgt-2906	137	4	0.1	0.1	NUM
ajgt-2906	137	5	,	,	PUNCT
ajgt-2906	137	6	the	the	DET
ajgt-2906	137	7	most	most	ADV
ajgt-2906	137	8	inconsistent	inconsistent	ADJ
ajgt-2906	137	9	judgments	judgment	NOUN
ajgt-2906	137	10	were	be	AUX
ajgt-2906	137	11	identified	identify	VERB
ajgt-2906	137	12	and	and	CCONJ
ajgt-2906	137	13	the	the	DET
ajgt-2906	137	14	comparisons	comparison	NOUN
ajgt-2906	137	15	were	be	AUX
ajgt-2906	137	16	revised	revise	VERB
ajgt-2906	137	17	to	to	PART
ajgt-2906	137	18	improve	improve	VERB
ajgt-2906	137	19	consistency	consistency	NOUN
ajgt-2906	137	20	.	.	PUNCT
ajgt-2906	138	1	this	this	DET
ajgt-2906	138	2	consistency	consistency	NOUN
ajgt-2906	138	3	evaluation	evaluation	NOUN
ajgt-2906	138	4	ensured	ensure	VERB
ajgt-2906	138	5	that	that	SCONJ
ajgt-2906	138	6	irrational	irrational	ADJ
ajgt-2906	138	7	or	or	CCONJ
ajgt-2906	138	8	random	random	ADJ
ajgt-2906	138	9	comparisons	comparison	NOUN
ajgt-2906	138	10	did	do	AUX
ajgt-2906	138	11	not	not	PART
ajgt-2906	138	12	propagate	propagate	VERB
ajgt-2906	138	13	into	into	ADP
ajgt-2906	138	14	the	the	DET
ajgt-2906	138	15	final	final	ADJ
ajgt-2906	138	16	ahp	ahp	NOUN
ajgt-2906	138	17	weights	weight	NOUN
ajgt-2906	138	18	.	.	PUNCT
ajgt-2906	139	1	logical	logical	ADJ
ajgt-2906	139	2	,	,	PUNCT
ajgt-2906	139	3	high	high	ADJ
ajgt-2906	139	4	-	-	PUNCT
ajgt-2906	139	5	quality	quality	NOUN
ajgt-2906	139	6	judgments	judgment	NOUN
ajgt-2906	139	7	translated	translate	VERB
ajgt-2906	139	8	to	to	ADP
ajgt-2906	139	9	reliable	reliable	ADJ
ajgt-2906	139	10	,	,	PUNCT
ajgt-2906	139	11	data	data	NOUN
ajgt-2906	139	12	-	-	PUNCT
ajgt-2906	139	13	driven	drive	VERB
ajgt-2906	139	14	criteria	criterion	NOUN
ajgt-2906	139	15	priorities	priority	NOUN
ajgt-2906	139	16	for	for	ADP
ajgt-2906	139	17	the	the	DET
ajgt-2906	139	18	suitability	suitability	NOUN
ajgt-2906	139	19	analysis	analysis	NOUN
ajgt-2906	139	20	.	.	PUNCT
ajgt-2906	140	1	the	the	DET
ajgt-2906	140	2	consistency	consistency	NOUN
ajgt-2906	140	3	table	table	NOUN
ajgt-2906	140	4	provided	provide	VERB
ajgt-2906	140	5	quantitative	quantitative	ADJ
ajgt-2906	140	6	verification	verification	NOUN
ajgt-2906	140	7	that	that	PRON
ajgt-2906	140	8	the	the	DET
ajgt-2906	140	9	ahp	ahp	NOUN
ajgt-2906	140	10	process	process	NOUN
ajgt-2906	140	11	produced	produce	VERB
ajgt-2906	140	12	a	a	DET
ajgt-2906	140	13	consistent	consistent	ADJ
ajgt-2906	140	14	,	,	PUNCT
ajgt-2906	140	15	robust	robust	ADJ
ajgt-2906	140	16	weighting	weighting	NOUN
ajgt-2906	140	17	of	of	ADP
ajgt-2906	140	18	factors	factor	NOUN
ajgt-2906	140	19	for	for	ADP
ajgt-2906	140	20	the	the	DET
ajgt-2906	140	21	oil	oil	NOUN
ajgt-2906	140	22	spill	spill	NOUN
ajgt-2906	140	23	index	index	NOUN
ajgt-2906	140	24	map	map	NOUN
ajgt-2906	140	25	.	.	PUNCT
ajgt-2906	141	1	∑n	∑n	PROPN
ajgt-2906	141	2	(	(	PUNCT
ajgt-2906	141	3	j=1	j=1	PROPN
ajgt-2906	141	4	)	)	PUNCT
ajgt-2906	141	5	(	(	PUNCT
ajgt-2906	141	6	nij	nij	PROPN
ajgt-2906	141	7	*	*	PUNCT
ajgt-2906	141	8	weightj	weightj	PROPN
ajgt-2906	141	9	)	)	PUNCT
ajgt-2906	141	10	(	(	PUNCT
ajgt-2906	141	11	8)	8)	NUM
ajgt-2906	141	12	•	•	NUM
ajgt-2906	141	13	weighted	weight	VERB
ajgt-2906	141	14	sum	sum	NOUN
ajgt-2906	141	15	value	value	NOUN
ajgt-2906	141	16	i	i	PRON
ajgt-2906	141	17	:	:	PUNCT
ajgt-2906	141	18	weighted	weight	VERB
ajgt-2906	141	19	sum	sum	NOUN
ajgt-2906	141	20	for	for	ADP
ajgt-2906	141	21	criterion	criterion	NOUN
ajgt-2906	141	22	i.	i.	PROPN
ajgt-2906	141	23	•	•	PROPN
ajgt-2906	141	24	nij	nij	PROPN
ajgt-2906	141	25	:	:	PUNCT
ajgt-2906	141	26	normalized	normalize	VERB
ajgt-2906	141	27	value	value	NOUN
ajgt-2906	141	28	for	for	ADP
ajgt-2906	141	29	the	the	DET
ajgt-2906	141	30	pairwise	pairwise	NOUN
ajgt-2906	141	31	comparison	comparison	NOUN
ajgt-2906	141	32	between	between	ADP
ajgt-2906	141	33	criteria	criterion	NOUN
ajgt-2906	141	34	i	i	PRON
ajgt-2906	141	35	and	and	CCONJ
ajgt-2906	141	36	j.	j.	PROPN
ajgt-2906	141	37	•	•	PROPN
ajgt-2906	141	38	weight	weight	PROPN
ajgt-2906	141	39	j	j	PROPN
ajgt-2906	141	40	:	:	PUNCT
ajgt-2906	141	41	weight	weight	NOUN
ajgt-2906	141	42	for	for	ADP
ajgt-2906	141	43	criterion	criterion	NOUN
ajgt-2906	141	44	j.	j.	PROPN
ajgt-2906	141	45	•	•	PROPN
ajgt-2906	141	46	n	n	CCONJ
ajgt-2906	141	47	:	:	PUNCT
ajgt-2906	141	48	number	number	NOUN
ajgt-2906	141	49	of	of	ADP
ajgt-2906	141	50	criteria	criterion	NOUN
ajgt-2906	141	51	.	.	PUNCT
ajgt-2906	142	1	principal	principal	ADJ
ajgt-2906	142	2	eigenvalue	eigenvalue	PROPN
ajgt-2906	142	3	(	(	PUNCT
ajgt-2906	142	4	λmax	λmax	NOUN
ajgt-2906	142	5	)	)	PUNCT
ajgt-2906	142	6	=	=	PUNCT
ajgt-2906	142	7	(	(	PUNCT
ajgt-2906	142	8	9	9	X
ajgt-2906	142	9	)	)	PUNCT
ajgt-2906	142	10	figure	figure	NOUN
ajgt-2906	142	11	3	3	NUM
ajgt-2906	142	12	:	:	PUNCT
ajgt-2906	142	13	saaty	saaty	NOUN
ajgt-2906	142	14	scale	scale	NOUN
ajgt-2906	142	15	for	for	ADP
ajgt-2906	142	16	various	various	ADJ
ajgt-2906	142	17	elements	element	NOUN
ajgt-2906	142	18	comparison	comparison	NOUN
ajgt-2906	142	19	source	source	NOUN
ajgt-2906	142	20	:	:	PUNCT
ajgt-2906	142	21	saaty	saaty	NOUN
ajgt-2906	142	22	(	(	PUNCT
ajgt-2906	142	23	1980	1980	NUM
ajgt-2906	142	24	)	)	PUNCT
ajgt-2906	142	25	c.i	c.i	NOUN
ajgt-2906	142	26	=	=	SYM
ajgt-2906	142	27	(	(	PUNCT
ajgt-2906	142	28	λmax	λmax	NOUN
ajgt-2906	142	29	-	-	PUNCT
ajgt-2906	142	30	n)/(n-1	n)/(n-1	NOUN
ajgt-2906	142	31	)	)	PUNCT
ajgt-2906	142	32	(	(	PUNCT
ajgt-2906	142	33	10	10	NUM
ajgt-2906	142	34	)	)	PUNCT
ajgt-2906	142	35	c.i	c.i	PROPN
ajgt-2906	142	36	:	:	PUNCT
ajgt-2906	142	37	consistency	consistency	NOUN
ajgt-2906	142	38	index	index	NOUN
ajgt-2906	142	39	.	.	PUNCT
ajgt-2906	143	1	λmax	λmax	NOUN
ajgt-2906	143	2	:	:	PUNCT
ajgt-2906	143	3	principal	principal	PROPN
ajgt-2906	143	4	eigenvalue	eigenvalue	PROPN
ajgt-2906	143	5	of	of	ADP
ajgt-2906	143	6	the	the	DET
ajgt-2906	143	7	matrix	matrix	NOUN
ajgt-2906	143	8	.	.	PUNCT
ajgt-2906	144	1	n	n	CCONJ
ajgt-2906	144	2	:	:	PUNCT
ajgt-2906	144	3	number	number	NOUN
ajgt-2906	144	4	of	of	ADP
ajgt-2906	144	5	criteria	criterion	NOUN
ajgt-2906	144	6	.	.	PUNCT
ajgt-2906	145	1	formula	formula	NOUN
ajgt-2906	145	2	:	:	PUNCT
ajgt-2906	145	3	c.r	c.r	PROPN
ajgt-2906	145	4	=	=	SYM
ajgt-2906	145	5	(	(	PUNCT
ajgt-2906	145	6	c.i)/(r.i	c.i)/(r.i	NOUN
ajgt-2906	145	7	)	)	PUNCT
ajgt-2906	145	8	(	(	PUNCT
ajgt-2906	145	9	11	11	NUM
ajgt-2906	145	10	)	)	PUNCT
ajgt-2906	145	11	table	table	NOUN
ajgt-2906	145	12	2	2	NUM
ajgt-2906	145	13	:	:	PUNCT
ajgt-2906	145	14	random	random	ADJ
ajgt-2906	145	15	index	index	NOUN
ajgt-2906	145	16	matrix	matrix	NOUN
ajgt-2906	145	17	of	of	ADP
ajgt-2906	145	18	the	the	DET
ajgt-2906	145	19	same	same	ADJ
ajgt-2906	145	20	dimension	dimension	NOUN
ajgt-2906	145	21	(	(	PUNCT
ajgt-2906	145	22	saaty	saaty	NOUN
ajgt-2906	145	23	1980	1980	NUM
ajgt-2906	145	24	)	)	PUNCT
ajgt-2906	145	25	"	"	PUNCT
ajgt-2906	145	26	number	number	NOUN
ajgt-2906	145	27	of	of	ADP
ajgt-2906	145	28	criteria	criterion	NOUN
ajgt-2906	145	29	"	"	PUNCT
ajgt-2906	145	30	2	2	NUM
ajgt-2906	145	31	3	3	NUM
ajgt-2906	145	32	4	4	NUM
ajgt-2906	145	33	5	5	NUM
ajgt-2906	145	34	j	j	NOUN
ajgt-2906	145	35	7	7	NUM
ajgt-2906	145	36	8	8	NUM
ajgt-2906	145	37	9	9	NUM
ajgt-2906	145	38	10	10	NUM
ajgt-2906	145	39	11	11	NUM
ajgt-2906	145	40	r1	r1	NOUN
ajgt-2906	145	41	0.00	0.00	NUM
ajgt-2906	145	42	0.58	0.58	NUM
ajgt-2906	145	43	0.90	0.90	NUM
ajgt-2906	145	44	1.12	1.12	NUM
ajgt-2906	145	45	1.24	1.24	NUM
ajgt-2906	145	46	1.32	1.32	NUM
ajgt-2906	145	47	1.41	1.41	NUM
ajgt-2906	145	48	1.45	1.45	NUM
ajgt-2906	145	49	1.49	1.49	NUM
ajgt-2906	145	50	1.5	1.5	NUM
ajgt-2906	145	51	integration	integration	NOUN
ajgt-2906	145	52	of	of	ADP
ajgt-2906	145	53	indices	index	NOUN
ajgt-2906	145	54	and	and	CCONJ
ajgt-2906	145	55	validation	validation	NOUN
ajgt-2906	145	56	this	this	PRON
ajgt-2906	145	57	involves	involve	VERB
ajgt-2906	145	58	combining	combine	VERB
ajgt-2906	145	59	the	the	DET
ajgt-2906	145	60	normalized	normalize	VERB
ajgt-2906	145	61	indices	index	NOUN
ajgt-2906	145	62	using	use	VERB
ajgt-2906	145	63	a	a	DET
ajgt-2906	145	64	weighted	weight	VERB
ajgt-2906	145	65	summation	summation	NOUN
ajgt-2906	145	66	approach	approach	NOUN
ajgt-2906	145	67	to	to	PART
ajgt-2906	145	68	create	create	VERB
ajgt-2906	145	69	a	a	DET
ajgt-2906	145	70	composite	composite	ADJ
ajgt-2906	145	71	oil	oil	NOUN
ajgt-2906	145	72	spill	spill	NOUN
ajgt-2906	145	73	index	index	NOUN
ajgt-2906	145	74	(	(	PUNCT
ajgt-2906	145	75	osi	osi	PROPN
ajgt-2906	145	76	)	)	PUNCT
ajgt-2906	145	77	as	as	SCONJ
ajgt-2906	145	78	seen	see	VERB
ajgt-2906	145	79	in	in	ADP
ajgt-2906	145	80	(	(	PUNCT
ajgt-2906	145	81	equation	equation	NOUN
ajgt-2906	145	82	12	12	NUM
ajgt-2906	145	83	)	)	PUNCT
ajgt-2906	145	84	.	.	PUNCT
ajgt-2906	146	1	each	each	DET
ajgt-2906	146	2	index	index	NOUN
ajgt-2906	146	3	was	be	AUX
ajgt-2906	146	4	multiplied	multiply	VERB
ajgt-2906	146	5	by	by	ADP
ajgt-2906	146	6	its	its	PRON
ajgt-2906	146	7	corresponding	corresponding	ADJ
ajgt-2906	146	8	weight	weight	NOUN
ajgt-2906	146	9	,	,	PUNCT
ajgt-2906	146	10	and	and	CCONJ
ajgt-2906	146	11	the	the	DET
ajgt-2906	146	12	results	result	NOUN
ajgt-2906	146	13	were	be	AUX
ajgt-2906	146	14	summed	sum	VERB
ajgt-2906	146	15	to	to	PART
ajgt-2906	146	16	obtain	obtain	VERB
ajgt-2906	146	17	the	the	DET
ajgt-2906	146	18	osi	osi	NOUN
ajgt-2906	146	19	.	.	PUNCT
ajgt-2906	147	1	this	this	DET
ajgt-2906	147	2	composite	composite	ADJ
ajgt-2906	147	3	index	index	NOUN
ajgt-2906	147	4	represents	represent	VERB
ajgt-2906	147	5	the	the	DET
ajgt-2906	147	6	oil	oil	NOUN
ajgt-2906	147	7	spill	spill	NOUN
ajgt-2906	147	8	potential	potential	NOUN
ajgt-2906	147	9	for	for	ADP
ajgt-2906	147	10	different	different	ADJ
ajgt-2906	147	11	years	year	NOUN
ajgt-2906	147	12	,	,	PUNCT
ajgt-2906	147	13	providing	provide	VERB
ajgt-2906	147	14	valuable	valuable	ADJ
ajgt-2906	147	15	insights	insight	NOUN
ajgt-2906	147	16	into	into	ADP
ajgt-2906	147	17	areas	area	NOUN
ajgt-2906	147	18	prone	prone	ADJ
ajgt-2906	147	19	to	to	ADP
ajgt-2906	147	20	oil	oil	NOUN
ajgt-2906	147	21	spill	spill	NOUN
ajgt-2906	147	22	.	.	PUNCT
ajgt-2906	148	1	pa	pa	PROPN
ajgt-2906	148	2	ge	ge	PROPN
ajgt-2906	148	3	56	56	NUM
ajgt-2906	148	4	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	148	5	am	be	AUX
ajgt-2906	148	6	.	.	PUNCT
ajgt-2906	149	1	j.	j.	PROPN
ajgt-2906	149	2	geo	geo	PROPN
ajgt-2906	149	3	spat	spat	PROPN
ajgt-2906	149	4	.	.	PUNCT
ajgt-2906	150	1	technol	technol	PROPN
ajgt-2906	150	2	.	.	PUNCT
ajgt-2906	151	1	3(1	3(1	NUM
ajgt-2906	151	2	)	)	PUNCT
ajgt-2906	152	1	51	51	NUM
ajgt-2906	152	2	-	-	SYM
ajgt-2906	152	3	68	68	NUM
ajgt-2906	152	4	,	,	PUNCT
ajgt-2906	152	5	2024	2024	NUM
ajgt-2906	152	6	osi=	osi=	ADP
ajgt-2906	152	7	wndvi	wndvi	PROPN
ajgt-2906	152	8	×	×	NOUN
ajgt-2906	152	9	ndvi	ndvi	NOUN
ajgt-2906	152	10	+	+	CCONJ
ajgt-2906	152	11	wndwi	wndwi	PROPN
ajgt-2906	152	12	×	×	PROPN
ajgt-2906	152	13	ndwi	ndwi	NOUN
ajgt-2906	152	14	+	+	CCONJ
ajgt-2906	152	15	wlst	wlst	X
ajgt-2906	153	1	×	×	PROPN
ajgt-2906	153	2	lst	lst	INTJ
ajgt-2906	154	1	+	+	CCONJ
ajgt-2906	154	2	w	w	NOUN
ajgt-2906	154	3	ndbi	ndbi	ADJ
ajgt-2906	154	4	×	×	NOUN
ajgt-2906	154	5	ndbi	ndbi	NOUN
ajgt-2906	154	6	(	(	PUNCT
ajgt-2906	154	7	12	12	NUM
ajgt-2906	154	8	)	)	PUNCT
ajgt-2906	154	9	where	where	SCONJ
ajgt-2906	154	10	:	:	PUNCT
ajgt-2906	154	11	wndvi	wndvi	PROPN
ajgt-2906	154	12	,	,	PUNCT
ajgt-2906	154	13	wndwi	wndwi	AUX
ajgt-2906	154	14	,	,	PUNCT
ajgt-2906	154	15	wlst	wlst	NOUN
ajgt-2906	154	16	,	,	PUNCT
ajgt-2906	154	17	and	and	CCONJ
ajgt-2906	154	18	wndbi	wndbi	NOUN
ajgt-2906	154	19	are	be	AUX
ajgt-2906	154	20	the	the	DET
ajgt-2906	154	21	weights	weight	NOUN
ajgt-2906	154	22	assigned	assign	VERB
ajgt-2906	154	23	to	to	ADP
ajgt-2906	154	24	each	each	DET
ajgt-2906	154	25	index	index	NOUN
ajgt-2906	154	26	.	.	PUNCT
ajgt-2906	155	1	ndvi	ndvi	PROPN
ajgt-2906	155	2	,	,	PUNCT
ajgt-2906	155	3	ndwi	ndwi	PROPN
ajgt-2906	155	4	,	,	PUNCT
ajgt-2906	155	5	lst	lst	NOUN
ajgt-2906	155	6	,	,	PUNCT
ajgt-2906	155	7	and	and	CCONJ
ajgt-2906	155	8	ndbi	ndbi	NOUN
ajgt-2906	155	9	are	be	AUX
ajgt-2906	155	10	the	the	DET
ajgt-2906	155	11	normalized	normalize	VERB
ajgt-2906	155	12	values	value	NOUN
ajgt-2906	155	13	of	of	ADP
ajgt-2906	155	14	ndvi	ndvi	PROPN
ajgt-2906	155	15	,	,	PUNCT
ajgt-2906	155	16	ndwi	ndwi	PROPN
ajgt-2906	155	17	,	,	PUNCT
ajgt-2906	155	18	lst	lst	NOUN
ajgt-2906	155	19	,	,	PUNCT
ajgt-2906	155	20	and	and	CCONJ
ajgt-2906	155	21	ndbi	ndbi	ADJ
ajgt-2906	155	22	,	,	PUNCT
ajgt-2906	155	23	respectively	respectively	ADV
ajgt-2906	155	24	.	.	PUNCT
ajgt-2906	156	1	the	the	DET
ajgt-2906	156	2	osi	osi	PROPN
ajgt-2906	156	3	was	be	AUX
ajgt-2906	156	4	validated	validate	VERB
ajgt-2906	156	5	against	against	ADP
ajgt-2906	156	6	historical	historical	ADJ
ajgt-2906	156	7	oil	oil	NOUN
ajgt-2906	156	8	spill	spill	NOUN
ajgt-2906	156	9	incident	incident	NOUN
ajgt-2906	156	10	points	point	NOUN
ajgt-2906	156	11	obtained	obtain	VERB
ajgt-2906	156	12	from	from	ADP
ajgt-2906	156	13	shell	shell	PROPN
ajgt-2906	156	14	plc	plc	PROPN
ajgt-2906	156	15	.	.	PUNCT
ajgt-2906	157	1	this	this	DET
ajgt-2906	157	2	validation	validation	NOUN
ajgt-2906	157	3	process	process	NOUN
ajgt-2906	157	4	ensures	ensure	VERB
ajgt-2906	157	5	spatial	spatial	ADJ
ajgt-2906	157	6	alignment	alignment	NOUN
ajgt-2906	157	7	between	between	ADP
ajgt-2906	157	8	the	the	DET
ajgt-2906	157	9	oil	oil	NOUN
ajgt-2906	157	10	spill	spill	NOUN
ajgt-2906	157	11	index	index	NOUN
ajgt-2906	157	12	map	map	NOUN
ajgt-2906	157	13	and	and	CCONJ
ajgt-2906	157	14	historical	historical	ADJ
ajgt-2906	157	15	oil	oil	NOUN
ajgt-2906	157	16	spill	spill	NOUN
ajgt-2906	157	17	incident	incident	NOUN
ajgt-2906	157	18	data	datum	NOUN
ajgt-2906	157	19	,	,	PUNCT
ajgt-2906	157	20	helping	help	VERB
ajgt-2906	157	21	verify	verify	VERB
ajgt-2906	157	22	the	the	DET
ajgt-2906	157	23	accuracy	accuracy	NOUN
ajgt-2906	157	24	of	of	ADP
ajgt-2906	157	25	the	the	DET
ajgt-2906	157	26	index	index	NOUN
ajgt-2906	157	27	in	in	ADP
ajgt-2906	157	28	predicting	predict	VERB
ajgt-2906	157	29	and	and	CCONJ
ajgt-2906	157	30	identifying	identify	VERB
ajgt-2906	157	31	areas	area	NOUN
ajgt-2906	157	32	prone	prone	ADJ
ajgt-2906	157	33	to	to	ADP
ajgt-2906	157	34	oil	oil	NOUN
ajgt-2906	157	35	spills	spill	NOUN
ajgt-2906	157	36	.	.	PUNCT
ajgt-2906	158	1	result	result	NOUN
ajgt-2906	158	2	and	and	CCONJ
ajgt-2906	158	3	discussion	discussion	NOUN
ajgt-2906	158	4	results	result	VERB
ajgt-2906	158	5	analysis	analysis	NOUN
ajgt-2906	158	6	the	the	DET
ajgt-2906	158	7	results	result	NOUN
ajgt-2906	158	8	of	of	ADP
ajgt-2906	158	9	ndvi	ndvi	PROPN
ajgt-2906	158	10	,	,	PUNCT
ajgt-2906	158	11	ndwi	ndwi	PROPN
ajgt-2906	158	12	,	,	PUNCT
ajgt-2906	158	13	lst	lst	NOUN
ajgt-2906	158	14	,	,	PUNCT
ajgt-2906	158	15	and	and	CCONJ
ajgt-2906	158	16	ndbi	ndbi	VERB
ajgt-2906	158	17	for	for	ADP
ajgt-2906	158	18	the	the	DET
ajgt-2906	158	19	years	year	NOUN
ajgt-2906	158	20	2003	2003	NUM
ajgt-2906	158	21	,	,	PUNCT
ajgt-2906	158	22	2013	2013	NUM
ajgt-2906	158	23	and	and	CCONJ
ajgt-2906	158	24	2023	2023	NUM
ajgt-2906	158	25	were	be	AUX
ajgt-2906	158	26	presented	present	VERB
ajgt-2906	158	27	and	and	CCONJ
ajgt-2906	158	28	analysed	analyse	VERB
ajgt-2906	158	29	.	.	PUNCT
ajgt-2906	159	1	the	the	DET
ajgt-2906	159	2	study	study	NOUN
ajgt-2906	159	3	further	far	ADV
ajgt-2906	159	4	presented	present	VERB
ajgt-2906	159	5	the	the	DET
ajgt-2906	159	6	result	result	NOUN
ajgt-2906	159	7	of	of	ADP
ajgt-2906	159	8	the	the	DET
ajgt-2906	159	9	ahp	ahp	NOUN
ajgt-2906	159	10	weighed	weigh	VERB
ajgt-2906	159	11	indices	index	NOUN
ajgt-2906	159	12	based	base	VERB
ajgt-2906	159	13	on	on	ADP
ajgt-2906	159	14	their	their	PRON
ajgt-2906	159	15	sensitivity	sensitivity	NOUN
ajgt-2906	159	16	to	to	ADP
ajgt-2906	159	17	oil	oil	NOUN
ajgt-2906	159	18	spills	spill	NOUN
ajgt-2906	159	19	and	and	CCONJ
ajgt-2906	159	20	integrated	integrate	VERB
ajgt-2906	159	21	them	they	PRON
ajgt-2906	159	22	into	into	ADP
ajgt-2906	159	23	a	a	DET
ajgt-2906	159	24	comprehensive	comprehensive	ADJ
ajgt-2906	159	25	oil	oil	NOUN
ajgt-2906	159	26	spill	spill	NOUN
ajgt-2906	159	27	index	index	NOUN
ajgt-2906	159	28	.	.	PUNCT
ajgt-2906	160	1	in	in	ADP
ajgt-2906	160	2	addition	addition	NOUN
ajgt-2906	160	3	,	,	PUNCT
ajgt-2906	160	4	the	the	DET
ajgt-2906	160	5	validation	validation	NOUN
ajgt-2906	160	6	of	of	ADP
ajgt-2906	160	7	the	the	DET
ajgt-2906	160	8	oil	oil	NOUN
ajgt-2906	160	9	spill	spill	NOUN
ajgt-2906	160	10	index	index	NOUN
ajgt-2906	160	11	was	be	AUX
ajgt-2906	160	12	done	do	VERB
ajgt-2906	160	13	against	against	ADP
ajgt-2906	160	14	historical	historical	ADJ
ajgt-2906	160	15	oil	oil	NOUN
ajgt-2906	160	16	spill	spill	NOUN
ajgt-2906	160	17	incident	incident	NOUN
ajgt-2906	160	18	data	data	PROPN
ajgt-2906	160	19	.	.	PUNCT
ajgt-2906	161	1	normalized	normalize	VERB
ajgt-2906	161	2	difference	difference	NOUN
ajgt-2906	161	3	vegetative	vegetative	ADJ
ajgt-2906	161	4	index	index	NOUN
ajgt-2906	161	5	(	(	PUNCT
ajgt-2906	161	6	ndvi	ndvi	NOUN
ajgt-2906	161	7	)	)	PUNCT
ajgt-2906	161	8	figures	figure	NOUN
ajgt-2906	161	9	4	4	NUM
ajgt-2906	161	10	,	,	PUNCT
ajgt-2906	161	11	5	5	NUM
ajgt-2906	161	12	,	,	PUNCT
ajgt-2906	161	13	and	and	CCONJ
ajgt-2906	161	14	6	6	NUM
ajgt-2906	161	15	present	present	NOUN
ajgt-2906	161	16	the	the	DET
ajgt-2906	161	17	normalized	normalize	VERB
ajgt-2906	161	18	difference	difference	NOUN
ajgt-2906	161	19	vegetation	vegetation	NOUN
ajgt-2906	161	20	index	index	NOUN
ajgt-2906	161	21	(	(	PUNCT
ajgt-2906	161	22	ndvi	ndvi	NOUN
ajgt-2906	161	23	)	)	PUNCT
ajgt-2906	161	24	maps	map	NOUN
ajgt-2906	161	25	for	for	ADP
ajgt-2906	161	26	the	the	DET
ajgt-2906	161	27	years	year	NOUN
ajgt-2906	161	28	2003	2003	NUM
ajgt-2906	161	29	,	,	PUNCT
ajgt-2906	161	30	2013	2013	NUM
ajgt-2906	161	31	,	,	PUNCT
ajgt-2906	161	32	and	and	CCONJ
ajgt-2906	161	33	2023	2023	NUM
ajgt-2906	161	34	.	.	PUNCT
ajgt-2906	162	1	while	while	SCONJ
ajgt-2906	162	2	figure	figure	NOUN
ajgt-2906	162	3	6	6	NUM
ajgt-2906	162	4	and	and	CCONJ
ajgt-2906	162	5	8	8	NUM
ajgt-2906	162	6	are	be	AUX
ajgt-2906	162	7	the	the	DET
ajgt-2906	162	8	charts	chart	NOUN
ajgt-2906	162	9	revealing	reveal	VERB
ajgt-2906	162	10	notable	notable	ADJ
ajgt-2906	162	11	trends	trend	NOUN
ajgt-2906	162	12	in	in	ADP
ajgt-2906	162	13	vegetation	vegetation	NOUN
ajgt-2906	162	14	health	health	NOUN
ajgt-2906	162	15	and	and	CCONJ
ajgt-2906	162	16	density	density	NOUN
ajgt-2906	162	17	.	.	PUNCT
ajgt-2906	163	1	in	in	ADP
ajgt-2906	163	2	2003	2003	NUM
ajgt-2906	163	3	,	,	PUNCT
ajgt-2906	163	4	ndvi	ndvi	PROPN
ajgt-2906	163	5	values	value	NOUN
ajgt-2906	163	6	ranged	range	VERB
ajgt-2906	163	7	from	from	ADP
ajgt-2906	163	8	-0.12	-0.12	NUM
ajgt-2906	163	9	to	to	ADP
ajgt-2906	163	10	0.68	0.68	NUM
ajgt-2906	163	11	,	,	PUNCT
ajgt-2906	163	12	expanding	expand	VERB
ajgt-2906	163	13	to	to	ADP
ajgt-2906	163	14	-0.19	-0.19	NOUN
ajgt-2906	163	15	to	to	ADP
ajgt-2906	163	16	0.76	0.76	NUM
ajgt-2906	163	17	in	in	ADP
ajgt-2906	163	18	2013	2013	NUM
ajgt-2906	163	19	,	,	PUNCT
ajgt-2906	163	20	and	and	CCONJ
ajgt-2906	163	21	narrowing	narrow	VERB
ajgt-2906	163	22	to	to	ADP
ajgt-2906	163	23	-0.17	-0.17	NOUN
ajgt-2906	163	24	to	to	ADP
ajgt-2906	163	25	0.63	0.63	NUM
ajgt-2906	163	26	in	in	ADP
ajgt-2906	163	27	2023	2023	NUM
ajgt-2906	163	28	.	.	PUNCT
ajgt-2906	164	1	low	low	ADJ
ajgt-2906	164	2	ndvi	ndvi	PROPN
ajgt-2906	164	3	values	value	NOUN
ajgt-2906	164	4	suggest	suggest	VERB
ajgt-2906	164	5	sparse	sparse	ADJ
ajgt-2906	164	6	or	or	CCONJ
ajgt-2906	164	7	stressed	stress	VERB
ajgt-2906	164	8	vegetation	vegetation	NOUN
ajgt-2906	164	9	,	,	PUNCT
ajgt-2906	164	10	while	while	SCONJ
ajgt-2906	164	11	high	high	ADJ
ajgt-2906	164	12	values	value	NOUN
ajgt-2906	164	13	indicate	indicate	VERB
ajgt-2906	164	14	dense	dense	ADJ
ajgt-2906	164	15	and	and	CCONJ
ajgt-2906	164	16	healthy	healthy	ADJ
ajgt-2906	164	17	vegetation	vegetation	NOUN
ajgt-2906	164	18	.	.	PUNCT
ajgt-2906	165	1	consistent	consistent	ADJ
ajgt-2906	165	2	dense	dense	ADJ
ajgt-2906	165	3	vegetation	vegetation	NOUN
ajgt-2906	165	4	was	be	AUX
ajgt-2906	165	5	observed	observe	VERB
ajgt-2906	165	6	in	in	ADP
ajgt-2906	165	7	the	the	DET
ajgt-2906	165	8	western	western	ADJ
ajgt-2906	165	9	part	part	NOUN
ajgt-2906	165	10	of	of	ADP
ajgt-2906	165	11	the	the	DET
ajgt-2906	165	12	study	study	NOUN
ajgt-2906	165	13	area	area	NOUN
ajgt-2906	165	14	across	across	ADP
ajgt-2906	165	15	all	all	DET
ajgt-2906	165	16	three	three	NUM
ajgt-2906	165	17	years	year	NOUN
ajgt-2906	165	18	,	,	PUNCT
ajgt-2906	165	19	contrasting	contrast	VERB
ajgt-2906	165	20	with	with	ADP
ajgt-2906	165	21	a	a	DET
ajgt-2906	165	22	decline	decline	NOUN
ajgt-2906	165	23	in	in	ADP
ajgt-2906	165	24	vegetation	vegetation	NOUN
ajgt-2906	165	25	cover	cover	NOUN
ajgt-2906	165	26	in	in	ADP
ajgt-2906	165	27	the	the	DET
ajgt-2906	165	28	eastern	eastern	ADJ
ajgt-2906	165	29	part	part	NOUN
ajgt-2906	165	30	,	,	PUNCT
ajgt-2906	165	31	which	which	PRON
ajgt-2906	165	32	happens	happen	VERB
ajgt-2906	165	33	to	to	PART
ajgt-2906	165	34	be	be	AUX
ajgt-2906	165	35	the	the	DET
ajgt-2906	165	36	part	part	NOUN
ajgt-2906	165	37	where	where	SCONJ
ajgt-2906	165	38	most	most	ADJ
ajgt-2906	165	39	oil	oil	NOUN
ajgt-2906	165	40	spill	spill	NOUN
ajgt-2906	165	41	incidents	incident	NOUN
ajgt-2906	165	42	occurred	occur	VERB
ajgt-2906	165	43	in	in	ADP
ajgt-2906	165	44	the	the	DET
ajgt-2906	165	45	study	study	NOUN
ajgt-2906	165	46	area	area	NOUN
ajgt-2906	165	47	,	,	PUNCT
ajgt-2906	165	48	particularly	particularly	ADV
ajgt-2906	165	49	between	between	ADP
ajgt-2906	165	50	2013	2013	NUM
ajgt-2906	165	51	and	and	CCONJ
ajgt-2906	165	52	2023	2023	NUM
ajgt-2906	165	53	.	.	PUNCT
ajgt-2906	166	1	analysis	analysis	NOUN
ajgt-2906	166	2	shows	show	VERB
ajgt-2906	166	3	a	a	DET
ajgt-2906	166	4	general	general	ADJ
ajgt-2906	166	5	decrease	decrease	NOUN
ajgt-2906	166	6	in	in	ADP
ajgt-2906	166	7	ndvi	ndvi	NOUN
ajgt-2906	166	8	from	from	ADP
ajgt-2906	166	9	2003	2003	NUM
ajgt-2906	166	10	to	to	ADP
ajgt-2906	166	11	2023	2023	NUM
ajgt-2906	166	12	,	,	PUNCT
ajgt-2906	166	13	emphasizing	emphasize	VERB
ajgt-2906	166	14	the	the	DET
ajgt-2906	166	15	environmental	environmental	ADJ
ajgt-2906	166	16	impacts	impact	NOUN
ajgt-2906	166	17	of	of	ADP
ajgt-2906	166	18	oil	oil	NOUN
ajgt-2906	166	19	spills	spill	NOUN
ajgt-2906	166	20	.	.	PUNCT
ajgt-2906	167	1	figure	figure	VERB
ajgt-2906	167	2	4	4	NUM
ajgt-2906	167	3	:	:	SYM
ajgt-2906	167	4	2003	2003	NUM
ajgt-2906	167	5	normalize	normalize	VERB
ajgt-2906	167	6	difference	difference	NOUN
ajgt-2906	167	7	vegetative	vegetative	ADJ
ajgt-2906	167	8	index	index	NOUN
ajgt-2906	167	9	(	(	PUNCT
ajgt-2906	167	10	ndvi	ndvi	NOUN
ajgt-2906	167	11	)	)	PUNCT
ajgt-2906	167	12	figure	figure	NOUN
ajgt-2906	167	13	5	5	NUM
ajgt-2906	167	14	:	:	SYM
ajgt-2906	167	15	2013	2013	NUM
ajgt-2906	167	16	normalize	normalize	VERB
ajgt-2906	167	17	difference	difference	NOUN
ajgt-2906	167	18	vegetative	vegetative	ADJ
ajgt-2906	167	19	index	index	NOUN
ajgt-2906	167	20	(	(	PUNCT
ajgt-2906	167	21	ndvi	ndvi	NOUN
ajgt-2906	167	22	)	)	PUNCT
ajgt-2906	168	1	pa	pa	PROPN
ajgt-2906	168	2	ge	ge	PROPN
ajgt-2906	168	3	57	57	NUM
ajgt-2906	168	4	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	168	5	am	be	AUX
ajgt-2906	168	6	.	.	PUNCT
ajgt-2906	169	1	j.	j.	PROPN
ajgt-2906	169	2	geo	geo	PROPN
ajgt-2906	169	3	spat	spat	PROPN
ajgt-2906	169	4	.	.	PUNCT
ajgt-2906	170	1	technol	technol	PROPN
ajgt-2906	170	2	.	.	PUNCT
ajgt-2906	171	1	3(1	3(1	NUM
ajgt-2906	171	2	)	)	PUNCT
ajgt-2906	171	3	51	51	NUM
ajgt-2906	171	4	-	-	SYM
ajgt-2906	171	5	68	68	NUM
ajgt-2906	171	6	,	,	PUNCT
ajgt-2906	171	7	2024	2024	NUM
ajgt-2906	171	8	normalized	normalize	VERB
ajgt-2906	171	9	difference	difference	NOUN
ajgt-2906	171	10	water	water	NOUN
ajgt-2906	171	11	index	index	NOUN
ajgt-2906	171	12	(	(	PUNCT
ajgt-2906	171	13	ndwi	ndwi	PROPN
ajgt-2906	171	14	)	)	PUNCT
ajgt-2906	171	15	the	the	DET
ajgt-2906	171	16	ndwi	ndwi	PROPN
ajgt-2906	171	17	maps	map	NOUN
ajgt-2906	171	18	in	in	ADP
ajgt-2906	171	19	figure	figure	NOUN
ajgt-2906	171	20	9	9	NUM
ajgt-2906	171	21	,	,	PUNCT
ajgt-2906	171	22	10	10	NUM
ajgt-2906	171	23	,	,	PUNCT
ajgt-2906	171	24	and	and	CCONJ
ajgt-2906	171	25	11	11	NUM
ajgt-2906	171	26	show	show	NOUN
ajgt-2906	171	27	changes	change	NOUN
ajgt-2906	171	28	in	in	ADP
ajgt-2906	171	29	water	water	NOUN
ajgt-2906	171	30	content	content	NOUN
ajgt-2906	171	31	for	for	ADP
ajgt-2906	171	32	2003	2003	NUM
ajgt-2906	171	33	,	,	PUNCT
ajgt-2906	171	34	2013	2013	NUM
ajgt-2906	171	35	and	and	CCONJ
ajgt-2906	171	36	2023	2023	NUM
ajgt-2906	171	37	.	.	PUNCT
ajgt-2906	172	1	the	the	DET
ajgt-2906	172	2	ndwi	ndwi	NOUN
ajgt-2906	172	3	ranges	range	NOUN
ajgt-2906	172	4	vary	vary	VERB
ajgt-2906	172	5	over	over	ADP
ajgt-2906	172	6	the	the	DET
ajgt-2906	172	7	years	year	NOUN
ajgt-2906	172	8	:	:	PUNCT
ajgt-2906	172	9	from	from	ADP
ajgt-2906	172	10	-0.56	-0.56	NUM
ajgt-2906	172	11	to	to	ADP
ajgt-2906	172	12	0.19	0.19	NUM
ajgt-2906	172	13	in	in	ADP
ajgt-2906	172	14	2003	2003	NUM
ajgt-2906	172	15	,	,	PUNCT
ajgt-2906	172	16	-0.64	-0.64	NUM
ajgt-2906	172	17	to	to	ADP
ajgt-2906	172	18	0.31	0.31	NUM
ajgt-2906	172	19	in	in	ADP
ajgt-2906	172	20	2013	2013	NUM
ajgt-2906	172	21	,	,	PUNCT
ajgt-2906	172	22	and	and	CCONJ
ajgt-2906	172	23	-0.52	-0.52	NUM
ajgt-2906	172	24	to	to	ADP
ajgt-2906	172	25	0.29	0.29	NUM
ajgt-2906	172	26	in	in	ADP
ajgt-2906	172	27	2023	2023	NUM
ajgt-2906	172	28	.	.	PUNCT
ajgt-2906	173	1	lower	low	ADJ
ajgt-2906	173	2	values	value	NOUN
ajgt-2906	173	3	indicate	indicate	VERB
ajgt-2906	173	4	less	less	ADJ
ajgt-2906	173	5	water	water	NOUN
ajgt-2906	173	6	,	,	PUNCT
ajgt-2906	173	7	while	while	SCONJ
ajgt-2906	173	8	higher	high	ADJ
ajgt-2906	173	9	values	value	NOUN
ajgt-2906	173	10	suggest	suggest	VERB
ajgt-2906	173	11	more	more	ADJ
ajgt-2906	173	12	water	water	NOUN
ajgt-2906	173	13	or	or	CCONJ
ajgt-2906	173	14	moist	moist	ADJ
ajgt-2906	173	15	vegetation	vegetation	NOUN
ajgt-2906	173	16	.	.	PUNCT
ajgt-2906	174	1	figure	figure	NOUN
ajgt-2906	174	2	12	12	NUM
ajgt-2906	174	3	and	and	CCONJ
ajgt-2906	174	4	13	13	NUM
ajgt-2906	174	5	shows	show	VERB
ajgt-2906	174	6	the	the	DET
ajgt-2906	174	7	ndwi	ndwi	ADJ
ajgt-2906	174	8	chart	chart	NOUN
ajgt-2906	174	9	.	.	PUNCT
ajgt-2906	175	1	fluctuations	fluctuation	NOUN
ajgt-2906	175	2	in	in	ADP
ajgt-2906	175	3	ndwi	ndwi	NOUN
ajgt-2906	175	4	may	may	AUX
ajgt-2906	175	5	result	result	VERB
ajgt-2906	175	6	from	from	ADP
ajgt-2906	175	7	water	water	NOUN
ajgt-2906	175	8	contamination	contamination	NOUN
ajgt-2906	175	9	due	due	ADP
ajgt-2906	175	10	to	to	ADP
ajgt-2906	175	11	oil	oil	NOUN
ajgt-2906	175	12	spills	spill	NOUN
ajgt-2906	175	13	.	.	PUNCT
ajgt-2906	176	1	figure	figure	VERB
ajgt-2906	176	2	6	6	NUM
ajgt-2906	176	3	:	:	SYM
ajgt-2906	176	4	2023	2023	NUM
ajgt-2906	176	5	normalize	normalize	VERB
ajgt-2906	176	6	difference	difference	NOUN
ajgt-2906	176	7	vegetative	vegetative	ADJ
ajgt-2906	176	8	index	index	NOUN
ajgt-2906	176	9	(	(	PUNCT
ajgt-2906	176	10	ndvi	ndvi	NOUN
ajgt-2906	176	11	)	)	PUNCT
ajgt-2906	176	12	figure	figure	NOUN
ajgt-2906	176	13	7	7	NUM
ajgt-2906	176	14	:	:	PUNCT
ajgt-2906	176	15	changes	change	NOUN
ajgt-2906	176	16	in	in	ADP
ajgt-2906	176	17	ndvi	ndvi	NOUN
ajgt-2906	176	18	between	between	ADP
ajgt-2906	176	19	years	year	NOUN
ajgt-2906	176	20	2003	2003	NUM
ajgt-2906	176	21	and	and	CCONJ
ajgt-2906	176	22	2013	2013	NUM
ajgt-2906	176	23	figure	figure	NOUN
ajgt-2906	176	24	8	8	NUM
ajgt-2906	176	25	:	:	PUNCT
ajgt-2906	176	26	changes	change	NOUN
ajgt-2906	176	27	in	in	ADP
ajgt-2906	176	28	ndvi	ndvi	NOUN
ajgt-2906	176	29	between	between	ADP
ajgt-2906	176	30	year2003	year2003	PROPN
ajgt-2906	176	31	and	and	CCONJ
ajgt-2906	176	32	2023	2023	NUM
ajgt-2906	176	33	figure	figure	NOUN
ajgt-2906	176	34	9	9	NUM
ajgt-2906	176	35	:	:	SYM
ajgt-2906	176	36	2003	2003	NUM
ajgt-2906	176	37	normalize	normalize	VERB
ajgt-2906	176	38	difference	difference	NOUN
ajgt-2906	176	39	water	water	NOUN
ajgt-2906	176	40	index	index	NOUN
ajgt-2906	176	41	(	(	PUNCT
ajgt-2906	176	42	ndwi	ndwi	NOUN
ajgt-2906	176	43	)	)	PUNCT
ajgt-2906	176	44	pa	pa	PROPN
ajgt-2906	176	45	ge	ge	PROPN
ajgt-2906	176	46	58	58	NUM
ajgt-2906	176	47	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	176	48	am	be	AUX
ajgt-2906	176	49	.	.	PUNCT
ajgt-2906	177	1	j.	j.	PROPN
ajgt-2906	177	2	geo	geo	PROPN
ajgt-2906	177	3	spat	spat	PROPN
ajgt-2906	177	4	.	.	PUNCT
ajgt-2906	178	1	technol	technol	PROPN
ajgt-2906	178	2	.	.	PUNCT
ajgt-2906	179	1	3(1	3(1	NUM
ajgt-2906	179	2	)	)	PUNCT
ajgt-2906	179	3	51	51	NUM
ajgt-2906	179	4	-	-	SYM
ajgt-2906	179	5	68	68	NUM
ajgt-2906	179	6	,	,	PUNCT
ajgt-2906	179	7	2024	2024	NUM
ajgt-2906	179	8	figure	figure	NOUN
ajgt-2906	179	9	10	10	NUM
ajgt-2906	179	10	:	:	SYM
ajgt-2906	179	11	2013	2013	NUM
ajgt-2906	179	12	normalize	normalize	VERB
ajgt-2906	179	13	difference	difference	NOUN
ajgt-2906	179	14	water	water	NOUN
ajgt-2906	179	15	index	index	NOUN
ajgt-2906	179	16	(	(	PUNCT
ajgt-2906	179	17	ndwi	ndwi	NOUN
ajgt-2906	179	18	)	)	PUNCT
ajgt-2906	179	19	figure	figure	NOUN
ajgt-2906	179	20	11	11	NUM
ajgt-2906	179	21	:	:	SYM
ajgt-2906	179	22	2023	2023	NUM
ajgt-2906	179	23	normalize	normalize	VERB
ajgt-2906	179	24	difference	difference	NOUN
ajgt-2906	179	25	water	water	NOUN
ajgt-2906	179	26	index	index	NOUN
ajgt-2906	179	27	(	(	PUNCT
ajgt-2906	179	28	ndwi	ndwi	NOUN
ajgt-2906	179	29	)	)	PUNCT
ajgt-2906	179	30	figure	figure	NOUN
ajgt-2906	179	31	12	12	NUM
ajgt-2906	179	32	:	:	PUNCT
ajgt-2906	179	33	changes	change	NOUN
ajgt-2906	179	34	in	in	ADP
ajgt-2906	179	35	ndwi	ndwi	NOUN
ajgt-2906	179	36	between	between	ADP
ajgt-2906	179	37	years	year	NOUN
ajgt-2906	179	38	2003	2003	NUM
ajgt-2906	179	39	and	and	CCONJ
ajgt-2906	179	40	2013	2013	NUM
ajgt-2906	179	41	figure	figure	NOUN
ajgt-2906	179	42	13	13	NUM
ajgt-2906	179	43	:	:	PUNCT
ajgt-2906	179	44	changes	change	NOUN
ajgt-2906	179	45	in	in	ADP
ajgt-2906	179	46	ndwi	ndwi	NOUN
ajgt-2906	179	47	between	between	ADP
ajgt-2906	179	48	years	year	NOUN
ajgt-2906	179	49	2003	2003	NUM
ajgt-2906	179	50	and	and	CCONJ
ajgt-2906	179	51	2023	2023	NUM
ajgt-2906	179	52	normalized	normalize	VERB
ajgt-2906	179	53	difference	difference	NOUN
ajgt-2906	179	54	built	build	VERB
ajgt-2906	179	55	-	-	PUNCT
ajgt-2906	179	56	up	up	ADP
ajgt-2906	179	57	index	index	NOUN
ajgt-2906	179	58	(	(	PUNCT
ajgt-2906	179	59	ndbi	ndbi	ADJ
ajgt-2906	179	60	)	)	PUNCT
ajgt-2906	179	61	figure	figure	NOUN
ajgt-2906	179	62	14	14	NUM
ajgt-2906	179	63	,	,	PUNCT
ajgt-2906	179	64	15	15	NUM
ajgt-2906	179	65	,	,	PUNCT
ajgt-2906	179	66	and	and	CCONJ
ajgt-2906	179	67	16	16	NUM
ajgt-2906	179	68	depict	depict	NOUN
ajgt-2906	179	69	the	the	DET
ajgt-2906	179	70	normalized	normalize	VERB
ajgt-2906	179	71	difference	difference	NOUN
ajgt-2906	179	72	built	build	VERB
ajgt-2906	179	73	-	-	PUNCT
ajgt-2906	179	74	up	up	ADP
ajgt-2906	179	75	index	index	NOUN
ajgt-2906	179	76	(	(	PUNCT
ajgt-2906	179	77	ndbi	ndbi	ADJ
ajgt-2906	179	78	)	)	PUNCT
ajgt-2906	179	79	maps	map	NOUN
ajgt-2906	179	80	for	for	ADP
ajgt-2906	179	81	the	the	DET
ajgt-2906	179	82	years	year	NOUN
ajgt-2906	179	83	2003	2003	NUM
ajgt-2906	179	84	,	,	PUNCT
ajgt-2906	179	85	2013	2013	NUM
ajgt-2906	179	86	,	,	PUNCT
ajgt-2906	179	87	and	and	CCONJ
ajgt-2906	179	88	2023	2023	NUM
ajgt-2906	179	89	,	,	PUNCT
ajgt-2906	179	90	respectively	respectively	ADV
ajgt-2906	179	91	.	.	PUNCT
ajgt-2906	180	1	in	in	ADP
ajgt-2906	180	2	2003	2003	NUM
ajgt-2906	180	3	,	,	PUNCT
ajgt-2906	180	4	ndbi	ndbi	ADJ
ajgt-2906	180	5	values	value	NOUN
ajgt-2906	180	6	ranged	range	VERB
ajgt-2906	180	7	from	from	ADP
ajgt-2906	180	8	-0.48	-0.48	NUM
ajgt-2906	180	9	to	to	ADP
ajgt-2906	180	10	0.39	0.39	NUM
ajgt-2906	180	11	,	,	PUNCT
ajgt-2906	180	12	followed	follow	VERB
ajgt-2906	180	13	by	by	ADP
ajgt-2906	180	14	-0.48	-0.48	NUM
ajgt-2906	180	15	to	to	ADP
ajgt-2906	180	16	0.29	0.29	NUM
ajgt-2906	180	17	in	in	ADP
ajgt-2906	180	18	2013	2013	NUM
ajgt-2906	180	19	,	,	PUNCT
ajgt-2906	180	20	and	and	CCONJ
ajgt-2906	180	21	-0.44	-0.44	VERB
ajgt-2906	180	22	to	to	ADP
ajgt-2906	180	23	0.31	0.31	NUM
ajgt-2906	180	24	in	in	ADP
ajgt-2906	180	25	2023	2023	NUM
ajgt-2906	180	26	.	.	PUNCT
ajgt-2906	181	1	high	high	ADJ
ajgt-2906	181	2	ndbi	ndbi	ADJ
ajgt-2906	181	3	values	value	NOUN
ajgt-2906	181	4	indicate	indicate	VERB
ajgt-2906	181	5	a	a	DET
ajgt-2906	181	6	high	high	ADJ
ajgt-2906	181	7	concentration	concentration	NOUN
ajgt-2906	181	8	of	of	ADP
ajgt-2906	181	9	built	build	VERB
ajgt-2906	181	10	-	-	PUNCT
ajgt-2906	181	11	up	up	ADP
ajgt-2906	181	12	areas	area	NOUN
ajgt-2906	181	13	.	.	PUNCT
ajgt-2906	182	1	figure	figure	VERB
ajgt-2906	182	2	17	17	NUM
ajgt-2906	182	3	and	and	CCONJ
ajgt-2906	182	4	18	18	NUM
ajgt-2906	182	5	shows	show	VERB
ajgt-2906	182	6	the	the	DET
ajgt-2906	182	7	ndbi	ndbi	ADJ
ajgt-2906	182	8	chart	chart	NOUN
ajgt-2906	182	9	.	.	PUNCT
ajgt-2906	183	1	conversely	conversely	ADV
ajgt-2906	183	2	,	,	PUNCT
ajgt-2906	183	3	areas	area	NOUN
ajgt-2906	183	4	with	with	ADP
ajgt-2906	183	5	lower	low	ADJ
ajgt-2906	183	6	ndbi	ndbi	ADJ
ajgt-2906	183	7	values	value	NOUN
ajgt-2906	183	8	represent	represent	VERB
ajgt-2906	183	9	a	a	DET
ajgt-2906	183	10	lower	low	ADJ
ajgt-2906	183	11	concentration	concentration	NOUN
ajgt-2906	183	12	of	of	ADP
ajgt-2906	183	13	built	build	VERB
ajgt-2906	183	14	-	-	PUNCT
ajgt-2906	183	15	up	up	ADP
ajgt-2906	183	16	areas	area	NOUN
ajgt-2906	183	17	.	.	PUNCT
ajgt-2906	184	1	the	the	DET
ajgt-2906	184	2	ndbi	ndbi	ADJ
ajgt-2906	184	3	value	value	NOUN
ajgt-2906	184	4	ranges	range	NOUN
ajgt-2906	184	5	provide	provide	VERB
ajgt-2906	184	6	valuable	valuable	ADJ
ajgt-2906	184	7	insights	insight	NOUN
ajgt-2906	184	8	into	into	ADP
ajgt-2906	184	9	changes	change	NOUN
ajgt-2906	184	10	in	in	ADP
ajgt-2906	184	11	built	build	VERB
ajgt-2906	184	12	-	-	PUNCT
ajgt-2906	184	13	up	up	ADP
ajgt-2906	184	14	areas	area	NOUN
ajgt-2906	184	15	and	and	CCONJ
ajgt-2906	184	16	their	their	PRON
ajgt-2906	184	17	sensitivity	sensitivity	NOUN
ajgt-2906	184	18	to	to	ADP
ajgt-2906	184	19	oil	oil	NOUN
ajgt-2906	184	20	spills	spill	NOUN
ajgt-2906	184	21	over	over	ADP
ajgt-2906	184	22	time	time	NOUN
ajgt-2906	184	23	.	.	PUNCT
ajgt-2906	185	1	pa	pa	PROPN
ajgt-2906	185	2	ge	ge	PROPN
ajgt-2906	185	3	59	59	NUM
ajgt-2906	185	4	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	185	5	am	be	AUX
ajgt-2906	185	6	.	.	PUNCT
ajgt-2906	186	1	j.	j.	PROPN
ajgt-2906	186	2	geo	geo	PROPN
ajgt-2906	186	3	spat	spat	PROPN
ajgt-2906	186	4	.	.	PUNCT
ajgt-2906	187	1	technol	technol	PROPN
ajgt-2906	187	2	.	.	PUNCT
ajgt-2906	188	1	3(1	3(1	NUM
ajgt-2906	188	2	)	)	PUNCT
ajgt-2906	188	3	51	51	NUM
ajgt-2906	188	4	-	-	SYM
ajgt-2906	188	5	68	68	NUM
ajgt-2906	188	6	,	,	PUNCT
ajgt-2906	188	7	2024	2024	NUM
ajgt-2906	188	8	figure	figure	NOUN
ajgt-2906	188	9	14	14	NUM
ajgt-2906	188	10	:	:	SYM
ajgt-2906	188	11	2003	2003	NUM
ajgt-2906	188	12	normalize	normalize	VERB
ajgt-2906	188	13	difference	difference	NOUN
ajgt-2906	188	14	built	build	VERB
ajgt-2906	188	15	-	-	PUNCT
ajgt-2906	188	16	up	up	ADP
ajgt-2906	188	17	index	index	NOUN
ajgt-2906	188	18	(	(	PUNCT
ajgt-2906	188	19	ndbi	ndbi	ADJ
ajgt-2906	188	20	)	)	PUNCT
ajgt-2906	188	21	figure	figure	NOUN
ajgt-2906	188	22	15	15	NUM
ajgt-2906	188	23	:	:	SYM
ajgt-2906	188	24	2013	2013	NUM
ajgt-2906	188	25	normalize	normalize	VERB
ajgt-2906	188	26	difference	difference	NOUN
ajgt-2906	188	27	built	build	VERB
ajgt-2906	188	28	-	-	PUNCT
ajgt-2906	188	29	up	up	ADP
ajgt-2906	188	30	index	index	NOUN
ajgt-2906	188	31	(	(	PUNCT
ajgt-2906	188	32	ndbi	ndbi	ADJ
ajgt-2906	188	33	)	)	PUNCT
ajgt-2906	188	34	figure	figure	NOUN
ajgt-2906	188	35	16	16	NUM
ajgt-2906	188	36	:	:	SYM
ajgt-2906	188	37	2023	2023	NUM
ajgt-2906	188	38	normalize	normalize	VERB
ajgt-2906	188	39	difference	difference	NOUN
ajgt-2906	188	40	built	build	VERB
ajgt-2906	188	41	-	-	PUNCT
ajgt-2906	188	42	up	up	ADP
ajgt-2906	188	43	index	index	NOUN
ajgt-2906	188	44	(	(	PUNCT
ajgt-2906	188	45	ndbi	ndbi	NOUN
ajgt-2906	188	46	)	)	PUNCT
ajgt-2906	188	47	pa	pa	PROPN
ajgt-2906	188	48	ge	ge	PROPN
ajgt-2906	188	49	60	60	NUM
ajgt-2906	188	50	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	188	51	am	be	AUX
ajgt-2906	188	52	.	.	PUNCT
ajgt-2906	189	1	j.	j.	PROPN
ajgt-2906	189	2	geo	geo	PROPN
ajgt-2906	189	3	spat	spat	PROPN
ajgt-2906	189	4	.	.	PUNCT
ajgt-2906	190	1	technol	technol	PROPN
ajgt-2906	190	2	.	.	PUNCT
ajgt-2906	191	1	3(1	3(1	NUM
ajgt-2906	191	2	)	)	PUNCT
ajgt-2906	191	3	51	51	NUM
ajgt-2906	191	4	-	-	SYM
ajgt-2906	191	5	68	68	NUM
ajgt-2906	191	6	,	,	PUNCT
ajgt-2906	191	7	2024	2024	NUM
ajgt-2906	191	8	figure	figure	NOUN
ajgt-2906	191	9	17	17	NUM
ajgt-2906	191	10	:	:	PUNCT
ajgt-2906	191	11	changes	change	NOUN
ajgt-2906	191	12	in	in	ADP
ajgt-2906	191	13	ndbi	ndbi	NOUN
ajgt-2906	191	14	between	between	ADP
ajgt-2906	191	15	years	year	NOUN
ajgt-2906	191	16	2003	2003	NUM
ajgt-2906	191	17	and	and	CCONJ
ajgt-2906	191	18	2013	2013	NUM
ajgt-2906	191	19	figure	figure	NOUN
ajgt-2906	191	20	18	18	NUM
ajgt-2906	191	21	:	:	PUNCT
ajgt-2906	191	22	changes	change	NOUN
ajgt-2906	191	23	in	in	ADP
ajgt-2906	191	24	ndbi	ndbi	NOUN
ajgt-2906	191	25	between	between	ADP
ajgt-2906	191	26	years	year	NOUN
ajgt-2906	191	27	2003	2003	NUM
ajgt-2906	191	28	and	and	CCONJ
ajgt-2906	191	29	2023	2023	NUM
ajgt-2906	191	30	land	land	NOUN
ajgt-2906	191	31	surface	surface	NOUN
ajgt-2906	191	32	temperature	temperature	NOUN
ajgt-2906	191	33	(	(	PUNCT
ajgt-2906	191	34	lst	lst	NOUN
ajgt-2906	191	35	)	)	PUNCT
ajgt-2906	191	36	figure	figure	NOUN
ajgt-2906	191	37	19	19	NUM
ajgt-2906	191	38	,	,	PUNCT
ajgt-2906	191	39	20	20	NUM
ajgt-2906	191	40	,	,	PUNCT
ajgt-2906	191	41	and	and	CCONJ
ajgt-2906	191	42	21	21	NUM
ajgt-2906	191	43	illustrate	illustrate	VERB
ajgt-2906	191	44	the	the	DET
ajgt-2906	191	45	land	land	NOUN
ajgt-2906	191	46	surface	surface	NOUN
ajgt-2906	191	47	temperature	temperature	NOUN
ajgt-2906	191	48	(	(	PUNCT
ajgt-2906	191	49	lst	lst	NOUN
ajgt-2906	191	50	)	)	PUNCT
ajgt-2906	191	51	variations	variation	NOUN
ajgt-2906	191	52	across	across	ADP
ajgt-2906	191	53	the	the	DET
ajgt-2906	191	54	study	study	NOUN
ajgt-2906	191	55	area	area	NOUN
ajgt-2906	191	56	for	for	ADP
ajgt-2906	191	57	the	the	DET
ajgt-2906	191	58	years	year	NOUN
ajgt-2906	191	59	2003	2003	NUM
ajgt-2906	191	60	,	,	PUNCT
ajgt-2906	191	61	2013	2013	NUM
ajgt-2906	191	62	,	,	PUNCT
ajgt-2906	191	63	and	and	CCONJ
ajgt-2906	191	64	2023	2023	NUM
ajgt-2906	191	65	.	.	PUNCT
ajgt-2906	192	1	in	in	ADP
ajgt-2906	192	2	2003	2003	NUM
ajgt-2906	192	3	,	,	PUNCT
ajgt-2906	192	4	lst	lst	VERB
ajgt-2906	192	5	values	value	NOUN
ajgt-2906	192	6	ranged	range	VERB
ajgt-2906	192	7	from	from	ADP
ajgt-2906	192	8	17.63	17.63	NUM
ajgt-2906	192	9	to	to	ADP
ajgt-2906	192	10	31.78	31.78	NUM
ajgt-2906	192	11	°	°	NOUN
ajgt-2906	192	12	c	c	NOUN
ajgt-2906	192	13	,	,	PUNCT
ajgt-2906	192	14	expanding	expand	VERB
ajgt-2906	192	15	to	to	ADP
ajgt-2906	192	16	20.07	20.07	NUM
ajgt-2906	192	17	to	to	ADP
ajgt-2906	192	18	34.21	34.21	NUM
ajgt-2906	192	19	°	°	NOUN
ajgt-2906	192	20	c	c	PROPN
ajgt-2906	192	21	in	in	ADP
ajgt-2906	192	22	2013	2013	NUM
ajgt-2906	192	23	,	,	PUNCT
ajgt-2906	192	24	and	and	CCONJ
ajgt-2906	192	25	then	then	ADV
ajgt-2906	192	26	narrowing	narrow	VERB
ajgt-2906	192	27	to	to	ADP
ajgt-2906	192	28	18.52	18.52	NUM
ajgt-2906	192	29	to	to	ADP
ajgt-2906	192	30	30.4	30.4	NUM
ajgt-2906	192	31	°	°	NOUN
ajgt-2906	192	32	c	c	NOUN
ajgt-2906	192	33	in	in	ADP
ajgt-2906	192	34	2023	2023	NUM
ajgt-2906	192	35	.	.	PUNCT
ajgt-2906	193	1	built	build	VERB
ajgt-2906	193	2	-	-	PUNCT
ajgt-2906	193	3	up	up	ADP
ajgt-2906	193	4	areas	area	NOUN
ajgt-2906	193	5	consistently	consistently	ADV
ajgt-2906	193	6	exhibit	exhibit	VERB
ajgt-2906	193	7	high	high	ADJ
ajgt-2906	193	8	lst	lst	NOUN
ajgt-2906	193	9	values	value	NOUN
ajgt-2906	193	10	throughout	throughout	ADP
ajgt-2906	193	11	the	the	DET
ajgt-2906	193	12	study	study	NOUN
ajgt-2906	193	13	period	period	NOUN
ajgt-2906	193	14	,	,	PUNCT
ajgt-2906	193	15	indicating	indicate	VERB
ajgt-2906	193	16	urban	urban	ADJ
ajgt-2906	193	17	heat	heat	NOUN
ajgt-2906	193	18	island	island	NOUN
ajgt-2906	193	19	effects	effect	NOUN
ajgt-2906	193	20	.	.	PUNCT
ajgt-2906	194	1	figure	figure	NOUN
ajgt-2906	194	2	22	22	NUM
ajgt-2906	194	3	and	and	CCONJ
ajgt-2906	194	4	23	23	NUM
ajgt-2906	194	5	shows	show	VERB
ajgt-2906	194	6	the	the	DET
ajgt-2906	194	7	lst	lst	NOUN
ajgt-2906	194	8	charts	chart	NOUN
ajgt-2906	194	9	.	.	PUNCT
ajgt-2906	195	1	conversely	conversely	ADV
ajgt-2906	195	2	,	,	PUNCT
ajgt-2906	195	3	areas	area	NOUN
ajgt-2906	195	4	with	with	ADP
ajgt-2906	195	5	dense	dense	ADJ
ajgt-2906	195	6	vegetation	vegetation	NOUN
ajgt-2906	195	7	and	and	CCONJ
ajgt-2906	195	8	water	water	NOUN
ajgt-2906	195	9	bodies	body	NOUN
ajgt-2906	195	10	show	show	VERB
ajgt-2906	195	11	lower	low	ADJ
ajgt-2906	195	12	lst	lst	ADP
ajgt-2906	195	13	values	value	NOUN
ajgt-2906	195	14	due	due	ADJ
ajgt-2906	195	15	to	to	ADP
ajgt-2906	195	16	shading	shading	NOUN
ajgt-2906	195	17	and	and	CCONJ
ajgt-2906	195	18	evaporative	evaporative	ADJ
ajgt-2906	195	19	cooling	cool	VERB
ajgt-2906	195	20	effects	effect	NOUN
ajgt-2906	195	21	.	.	PUNCT
ajgt-2906	196	1	analysis	analysis	NOUN
ajgt-2906	196	2	of	of	ADP
ajgt-2906	196	3	oil	oil	NOUN
ajgt-2906	196	4	spill	spill	NOUN
ajgt-2906	196	5	points	point	NOUN
ajgt-2906	196	6	reveals	reveal	VERB
ajgt-2906	196	7	an	an	DET
ajgt-2906	196	8	increase	increase	NOUN
ajgt-2906	196	9	in	in	ADP
ajgt-2906	196	10	lst	lst	NOUN
ajgt-2906	196	11	values	value	NOUN
ajgt-2906	196	12	for	for	ADP
ajgt-2906	196	13	the	the	DET
ajgt-2906	196	14	affected	affect	VERB
ajgt-2906	196	15	areas	area	NOUN
ajgt-2906	196	16	in	in	ADP
ajgt-2906	196	17	both	both	DET
ajgt-2906	196	18	2013	2013	NUM
ajgt-2906	196	19	and	and	CCONJ
ajgt-2906	196	20	2023	2023	NUM
ajgt-2906	196	21	,	,	PUNCT
ajgt-2906	196	22	suggesting	suggest	VERB
ajgt-2906	196	23	potential	potential	ADJ
ajgt-2906	196	24	impacts	impact	NOUN
ajgt-2906	196	25	of	of	ADP
ajgt-2906	196	26	oil	oil	NOUN
ajgt-2906	196	27	contamination	contamination	NOUN
ajgt-2906	196	28	on	on	ADP
ajgt-2906	196	29	surface	surface	NOUN
ajgt-2906	196	30	temperatures	temperature	NOUN
ajgt-2906	196	31	.	.	PUNCT
ajgt-2906	197	1	figure	figure	VERB
ajgt-2906	197	2	19	19	NUM
ajgt-2906	197	3	:	:	SYM
ajgt-2906	197	4	2003	2003	NUM
ajgt-2906	197	5	land	land	NOUN
ajgt-2906	197	6	surface	surface	NOUN
ajgt-2906	197	7	temperature	temperature	NOUN
ajgt-2906	197	8	(	(	PUNCT
ajgt-2906	197	9	lst	lst	NOUN
ajgt-2906	197	10	)	)	PUNCT
ajgt-2906	197	11	figure	figure	NOUN
ajgt-2906	197	12	20	20	NUM
ajgt-2906	197	13	:	:	SYM
ajgt-2906	197	14	2013	2013	NUM
ajgt-2906	197	15	land	land	NOUN
ajgt-2906	197	16	surface	surface	NOUN
ajgt-2906	197	17	temperature	temperature	NOUN
ajgt-2906	197	18	(	(	PUNCT
ajgt-2906	197	19	lst	lst	NOUN
ajgt-2906	197	20	)	)	PUNCT
ajgt-2906	197	21	pa	pa	PROPN
ajgt-2906	197	22	ge	ge	PROPN
ajgt-2906	197	23	61	61	NUM
ajgt-2906	197	24	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	197	25	am	am	NOUN
ajgt-2906	197	26	.	.	PUNCT
ajgt-2906	198	1	j.	j.	PROPN
ajgt-2906	198	2	geo	geo	PROPN
ajgt-2906	198	3	spat	spat	PROPN
ajgt-2906	198	4	.	.	PUNCT
ajgt-2906	199	1	technol	technol	PROPN
ajgt-2906	199	2	.	.	PUNCT
ajgt-2906	200	1	3(1	3(1	NUM
ajgt-2906	200	2	)	)	PUNCT
ajgt-2906	200	3	51	51	NUM
ajgt-2906	200	4	-	-	SYM
ajgt-2906	200	5	68	68	NUM
ajgt-2906	200	6	,	,	PUNCT
ajgt-2906	200	7	2024	2024	NUM
ajgt-2906	200	8	figure	figure	NOUN
ajgt-2906	200	9	21	21	NUM
ajgt-2906	200	10	:	:	SYM
ajgt-2906	200	11	2023	2023	NUM
ajgt-2906	200	12	land	land	NOUN
ajgt-2906	200	13	surface	surface	NOUN
ajgt-2906	200	14	temperature	temperature	NOUN
ajgt-2906	200	15	(	(	PUNCT
ajgt-2906	200	16	lst	lst	NOUN
ajgt-2906	200	17	)	)	PUNCT
ajgt-2906	200	18	figure	figure	NOUN
ajgt-2906	200	19	22	22	NUM
ajgt-2906	200	20	:	:	PUNCT
ajgt-2906	200	21	changes	change	NOUN
ajgt-2906	200	22	in	in	ADP
ajgt-2906	200	23	lst	lst	NOUN
ajgt-2906	200	24	for	for	ADP
ajgt-2906	200	25	years	year	NOUN
ajgt-2906	200	26	2003	2003	NUM
ajgt-2906	200	27	and	and	CCONJ
ajgt-2906	200	28	2013	2013	NUM
ajgt-2906	200	29	figure	figure	NOUN
ajgt-2906	200	30	23	23	NUM
ajgt-2906	200	31	:	:	PUNCT
ajgt-2906	200	32	changes	change	NOUN
ajgt-2906	200	33	in	in	ADP
ajgt-2906	200	34	lst	lst	NOUN
ajgt-2906	200	35	for	for	ADP
ajgt-2906	200	36	years	year	NOUN
ajgt-2906	200	37	2003	2003	NUM
ajgt-2906	200	38	and	and	CCONJ
ajgt-2906	200	39	2023	2023	NUM
ajgt-2906	200	40	analytical	analytical	ADJ
ajgt-2906	200	41	hierarchy	hierarchy	NOUN
ajgt-2906	200	42	process	process	NOUN
ajgt-2906	200	43	(	(	PUNCT
ajgt-2906	200	44	ahp	ahp	PROPN
ajgt-2906	200	45	)	)	PUNCT
ajgt-2906	200	46	the	the	DET
ajgt-2906	200	47	ahp	ahp	NOUN
ajgt-2906	200	48	results	result	NOUN
ajgt-2906	200	49	show	show	VERB
ajgt-2906	200	50	ndvi	ndvi	NOUN
ajgt-2906	200	51	as	as	ADP
ajgt-2906	200	52	most	most	ADV
ajgt-2906	200	53	influential	influential	ADJ
ajgt-2906	200	54	with	with	ADP
ajgt-2906	200	55	a	a	DET
ajgt-2906	200	56	weight	weight	NOUN
ajgt-2906	200	57	of	of	ADP
ajgt-2906	200	58	0.52	0.52	NUM
ajgt-2906	200	59	,	,	PUNCT
ajgt-2906	200	60	followed	follow	VERB
ajgt-2906	200	61	by	by	ADP
ajgt-2906	200	62	ndwi	ndwi	NOUN
ajgt-2906	200	63	and	and	CCONJ
ajgt-2906	200	64	lst	lst	VERB
ajgt-2906	200	65	,	,	PUNCT
ajgt-2906	200	66	each	each	PRON
ajgt-2906	200	67	at	at	ADP
ajgt-2906	200	68	0.20	0.20	NUM
ajgt-2906	200	69	,	,	PUNCT
ajgt-2906	200	70	and	and	CCONJ
ajgt-2906	200	71	ndbi	ndbi	ADJ
ajgt-2906	200	72	at	at	ADP
ajgt-2906	200	73	0.08	0.08	NUM
ajgt-2906	200	74	.	.	PUNCT
ajgt-2906	201	1	ndvi	ndvi	PROPN
ajgt-2906	201	2	’s	’s	PART
ajgt-2906	201	3	prominence	prominence	NOUN
ajgt-2906	201	4	underscores	underscore	VERB
ajgt-2906	201	5	vegetation	vegetation	NOUN
ajgt-2906	201	6	’s	’s	PART
ajgt-2906	201	7	role	role	NOUN
ajgt-2906	201	8	in	in	ADP
ajgt-2906	201	9	oil	oil	NOUN
ajgt-2906	201	10	spill	spill	NOUN
ajgt-2906	201	11	impacts	impact	NOUN
ajgt-2906	201	12	.	.	PUNCT
ajgt-2906	202	1	ndwi	ndwi	NOUN
ajgt-2906	202	2	and	and	CCONJ
ajgt-2906	202	3	lst	lst	VERB
ajgt-2906	202	4	carry	carry	VERB
ajgt-2906	202	5	equal	equal	ADJ
ajgt-2906	202	6	weight	weight	NOUN
ajgt-2906	202	7	,	,	PUNCT
ajgt-2906	202	8	acknowledging	acknowledge	VERB
ajgt-2906	202	9	their	their	PRON
ajgt-2906	202	10	joint	joint	ADJ
ajgt-2906	202	11	importance	importance	NOUN
ajgt-2906	202	12	.	.	PUNCT
ajgt-2906	203	1	ndbi	ndbi	ADJ
ajgt-2906	203	2	,	,	PUNCT
ajgt-2906	203	3	representing	represent	VERB
ajgt-2906	203	4	built	build	VERB
ajgt-2906	203	5	-	-	PUNCT
ajgt-2906	203	6	up	up	ADP
ajgt-2906	203	7	areas	area	NOUN
ajgt-2906	203	8	,	,	PUNCT
ajgt-2906	203	9	receives	receive	VERB
ajgt-2906	203	10	the	the	DET
ajgt-2906	203	11	lowest	low	ADJ
ajgt-2906	203	12	weight	weight	NOUN
ajgt-2906	203	13	,	,	PUNCT
ajgt-2906	203	14	reflecting	reflect	VERB
ajgt-2906	203	15	its	its	PRON
ajgt-2906	203	16	lesser	less	ADJ
ajgt-2906	203	17	impact	impact	NOUN
ajgt-2906	203	18	compared	compare	VERB
ajgt-2906	203	19	to	to	ADP
ajgt-2906	203	20	vegetation	vegetation	NOUN
ajgt-2906	203	21	,	,	PUNCT
ajgt-2906	203	22	water	water	NOUN
ajgt-2906	203	23	,	,	PUNCT
ajgt-2906	203	24	and	and	CCONJ
ajgt-2906	203	25	temperature	temperature	NOUN
ajgt-2906	203	26	.	.	PUNCT
ajgt-2906	204	1	however	however	ADV
ajgt-2906	204	2	,	,	PUNCT
ajgt-2906	204	3	ndbi	ndbi	PROPN
ajgt-2906	204	4	’s	’s	PART
ajgt-2906	204	5	inclusion	inclusion	NOUN
ajgt-2906	204	6	is	be	AUX
ajgt-2906	204	7	still	still	ADV
ajgt-2906	204	8	crucial	crucial	ADJ
ajgt-2906	204	9	for	for	ADP
ajgt-2906	204	10	addressing	address	VERB
ajgt-2906	204	11	urban	urban	ADJ
ajgt-2906	204	12	vulnerabilities	vulnerability	NOUN
ajgt-2906	204	13	to	to	ADP
ajgt-2906	204	14	oil	oil	NOUN
ajgt-2906	204	15	spills	spill	NOUN
ajgt-2906	204	16	.	.	PUNCT
ajgt-2906	205	1	the	the	DET
ajgt-2906	205	2	ahp	ahp	NOUN
ajgt-2906	205	3	matrix	matrix	NOUN
ajgt-2906	205	4	table	table	NOUN
ajgt-2906	205	5	,	,	PUNCT
ajgt-2906	205	6	the	the	DET
ajgt-2906	205	7	normalized	normalize	VERB
ajgt-2906	205	8	matrix	matrix	NOUN
ajgt-2906	205	9	table	table	NOUN
ajgt-2906	205	10	,	,	PUNCT
ajgt-2906	205	11	and	and	CCONJ
ajgt-2906	205	12	consistency	consistency	NOUN
ajgt-2906	205	13	table	table	NOUN
ajgt-2906	205	14	is	be	AUX
ajgt-2906	205	15	depicted	depict	VERB
ajgt-2906	205	16	in	in	ADP
ajgt-2906	205	17	table	table	NOUN
ajgt-2906	205	18	iii	iii	PROPN
ajgt-2906	205	19	,	,	PUNCT
ajgt-2906	205	20	iv	iv	NOUN
ajgt-2906	205	21	,	,	PUNCT
ajgt-2906	205	22	and	and	CCONJ
ajgt-2906	205	23	v	v	ADP
ajgt-2906	205	24	respectively	respectively	ADV
ajgt-2906	205	25	.	.	PUNCT
ajgt-2906	206	1	table	table	NOUN
ajgt-2906	206	2	3	3	NUM
ajgt-2906	206	3	:	:	PUNCT
ajgt-2906	206	4	ahp	ahp	NOUN
ajgt-2906	206	5	matrix	matrix	NOUN
ajgt-2906	206	6	table	table	NOUN
ajgt-2906	206	7	pairwise	pairwise	PROPN
ajgt-2906	206	8	ndvi	ndvi	PROPN
ajgt-2906	206	9	ndwi	ndwi	PROPN
ajgt-2906	206	10	ndbi	ndbi	PROPN
ajgt-2906	206	11	lst	lst	PROPN
ajgt-2906	206	12	ndvi	ndvi	PROPN
ajgt-2906	206	13	1	1	NUM
ajgt-2906	206	14	3	3	NUM
ajgt-2906	206	15	5	5	NUM
ajgt-2906	206	16	3	3	NUM
ajgt-2906	206	17	3.00	3.00	NUM
ajgt-2906	206	18	ndwi	ndwi	NOUN
ajgt-2906	206	19	1/3	1/3	NUM
ajgt-2906	206	20	1	1	NUM
ajgt-2906	206	21	3	3	NUM
ajgt-2906	206	22	1	1	NUM
ajgt-2906	206	23	1.33	1.33	NUM
ajgt-2906	206	24	ndbi	ndbi	NOUN
ajgt-2906	206	25	1/5	1/5	NUM
ajgt-2906	206	26	1/3	1/3	NUM
ajgt-2906	206	27	1	1	NUM
ajgt-2906	206	28	1/3	1/3	NUM
ajgt-2906	206	29	0.47	0.47	NUM
ajgt-2906	206	30	lst	lst	NOUN
ajgt-2906	206	31	1/3	1/3	NUM
ajgt-2906	206	32	1	1	NUM
ajgt-2906	206	33	3	3	NUM
ajgt-2906	206	34	1	1	NUM
ajgt-2906	206	35	1.33	1.33	NUM
ajgt-2906	206	36	1.87	1.87	NUM
ajgt-2906	206	37	5.33	5.33	NUM
ajgt-2906	206	38	12.00	12.00	NUM
ajgt-2906	206	39	5.33	5.33	NUM
ajgt-2906	206	40	source	source	NOUN
ajgt-2906	206	41	:	:	PUNCT
ajgt-2906	206	42	author	author	NOUN
ajgt-2906	206	43	table	table	NOUN
ajgt-2906	206	44	4	4	NUM
ajgt-2906	206	45	:	:	PUNCT
ajgt-2906	206	46	normalized	normalize	VERB
ajgt-2906	206	47	matrix	matrix	NOUN
ajgt-2906	206	48	normalized	normalize	VERB
ajgt-2906	206	49	ndvi	ndvi	PROPN
ajgt-2906	206	50	ndwi	ndwi	PROPN
ajgt-2906	206	51	ndbi	ndbi	PROPN
ajgt-2906	206	52	lst	lst	VERB
ajgt-2906	206	53	weight	weight	NOUN
ajgt-2906	206	54	ndvi	ndvi	NOUN
ajgt-2906	206	55	0.54	0.54	NUM
ajgt-2906	206	56	0.56	0.56	NUM
ajgt-2906	206	57	0.42	0.42	NUM
ajgt-2906	206	58	0.56	0.56	NUM
ajgt-2906	206	59	0.52	0.52	NUM
ajgt-2906	206	60	ndwi	ndwi	NOUN
ajgt-2906	206	61	0.18	0.18	NUM
ajgt-2906	206	62	0.19	0.19	NUM
ajgt-2906	206	63	0.25	0.25	NUM
ajgt-2906	206	64	0.19	0.19	NUM
ajgt-2906	206	65	0.20	0.20	NUM
ajgt-2906	206	66	ndbi	ndbi	NOUN
ajgt-2906	206	67	0.11	0.11	NUM
ajgt-2906	206	68	0.06	0.06	NUM
ajgt-2906	206	69	0.08	0.08	NUM
ajgt-2906	206	70	0.06	0.06	NUM
ajgt-2906	206	71	0.08	0.08	NUM
ajgt-2906	206	72	lst	lst	NOUN
ajgt-2906	206	73	0.18	0.18	NUM
ajgt-2906	206	74	0.19	0.19	NUM
ajgt-2906	206	75	0.25	0.25	NUM
ajgt-2906	206	76	0.19	0.19	NUM
ajgt-2906	206	77	0.20	0.20	NUM
ajgt-2906	206	78	sum	sum	NOUN
ajgt-2906	206	79	1.00	1.00	NUM
ajgt-2906	206	80	source	source	NOUN
ajgt-2906	206	81	:	:	PUNCT
ajgt-2906	206	82	author	author	NOUN
ajgt-2906	206	83	pa	pa	PROPN
ajgt-2906	206	84	ge	ge	PROPN
ajgt-2906	206	85	62	62	NUM
ajgt-2906	206	86	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	206	87	am	be	AUX
ajgt-2906	206	88	.	.	PUNCT
ajgt-2906	207	1	j.	j.	PROPN
ajgt-2906	207	2	geo	geo	PROPN
ajgt-2906	207	3	spat	spat	PROPN
ajgt-2906	207	4	.	.	PUNCT
ajgt-2906	208	1	technol	technol	PROPN
ajgt-2906	208	2	.	.	PUNCT
ajgt-2906	209	1	3(1	3(1	NUM
ajgt-2906	209	2	)	)	PUNCT
ajgt-2906	209	3	51	51	NUM
ajgt-2906	209	4	-	-	SYM
ajgt-2906	209	5	68	68	NUM
ajgt-2906	209	6	,	,	PUNCT
ajgt-2906	209	7	2024	2024	NUM
ajgt-2906	209	8	table	table	NOUN
ajgt-2906	209	9	5	5	NUM
ajgt-2906	209	10	:	:	PUNCT
ajgt-2906	209	11	consistency	consistency	NOUN
ajgt-2906	209	12	table	table	NOUN
ajgt-2906	209	13	consistency	consistency	NOUN
ajgt-2906	209	14	ndvi	ndvi	PROPN
ajgt-2906	209	15	ndwi	ndwi	PROPN
ajgt-2906	209	16	ndbi	ndbi	PROPN
ajgt-2906	209	17	lst	lst	PROPN
ajgt-2906	209	18	weighted	weight	VERB
ajgt-2906	209	19	sum	sum	PROPN
ajgt-2906	209	20	ndvi	ndvi	PROPN
ajgt-2906	209	21	0.52	0.52	NUM
ajgt-2906	209	22	0.60	0.60	NUM
ajgt-2906	209	23	0.39	0.39	NUM
ajgt-2906	209	24	0.60	0.60	NUM
ajgt-2906	209	25	2.12	2.12	NUM
ajgt-2906	209	26	4.08	4.08	NUM
ajgt-2906	209	27	ndwi	ndwi	NOUN
ajgt-2906	209	28	0.17	0.17	NUM
ajgt-2906	209	29	0.20	0.20	NUM
ajgt-2906	209	30	0.24	0.24	NUM
ajgt-2906	209	31	0.20	0.20	NUM
ajgt-2906	209	32	0.81	0.81	NUM
ajgt-2906	209	33	4.04	4.04	NUM
ajgt-2906	209	34	ndbi	ndbi	NOUN
ajgt-2906	209	35	0.10	0.10	NUM
ajgt-2906	209	36	0.07	0.07	NUM
ajgt-2906	209	37	0.08	0.08	NUM
ajgt-2906	209	38	0.07	0.07	NUM
ajgt-2906	209	39	0.32	0.32	NUM
ajgt-2906	209	40	4.02	4.02	NUM
ajgt-2906	209	41	lst	lst	NOUN
ajgt-2906	209	42	0.17	0.17	NUM
ajgt-2906	209	43	0.20	0.20	NUM
ajgt-2906	209	44	0.24	0.24	NUM
ajgt-2906	209	45	0.20	0.20	NUM
ajgt-2906	209	46	0.81	0.81	NUM
ajgt-2906	209	47	4.04	4.04	NUM
ajgt-2906	209	48	source	source	NOUN
ajgt-2906	209	49	:	:	PUNCT
ajgt-2906	209	50	author	author	NOUN
ajgt-2906	209	51	reclassification	reclassification	NOUN
ajgt-2906	209	52	result	result	NOUN
ajgt-2906	209	53	based	base	VERB
ajgt-2906	209	54	on	on	ADP
ajgt-2906	209	55	the	the	DET
ajgt-2906	209	56	assigned	assign	VERB
ajgt-2906	209	57	weights	weight	NOUN
ajgt-2906	209	58	since	since	SCONJ
ajgt-2906	209	59	lst	lst	NOUN
ajgt-2906	209	60	has	have	VERB
ajgt-2906	209	61	a	a	DET
ajgt-2906	209	62	different	different	ADJ
ajgt-2906	209	63	measurement	measurement	NOUN
ajgt-2906	209	64	range	range	NOUN
ajgt-2906	209	65	and	and	CCONJ
ajgt-2906	209	66	units	unit	NOUN
ajgt-2906	209	67	from	from	ADP
ajgt-2906	209	68	ndvi	ndvi	PROPN
ajgt-2906	209	69	,	,	PUNCT
ajgt-2906	209	70	ndwi	ndwi	ADJ
ajgt-2906	209	71	and	and	CCONJ
ajgt-2906	209	72	ndbi	ndbi	ADJ
ajgt-2906	209	73	reclassification	reclassification	NOUN
ajgt-2906	209	74	was	be	AUX
ajgt-2906	209	75	done	do	VERB
ajgt-2906	209	76	to	to	PART
ajgt-2906	209	77	harmonize	harmonize	VERB
ajgt-2906	209	78	all	all	DET
ajgt-2906	209	79	the	the	DET
ajgt-2906	209	80	factors	factor	NOUN
ajgt-2906	209	81	by	by	ADP
ajgt-2906	209	82	converting	convert	VERB
ajgt-2906	209	83	them	they	PRON
ajgt-2906	209	84	into	into	ADP
ajgt-2906	209	85	common	common	ADJ
ajgt-2906	209	86	classes	class	NOUN
ajgt-2906	209	87	or	or	CCONJ
ajgt-2906	209	88	categories	category	NOUN
ajgt-2906	209	89	.	.	PUNCT
ajgt-2906	210	1	the	the	DET
ajgt-2906	210	2	reclassification	reclassification	NOUN
ajgt-2906	210	3	maps	map	NOUN
ajgt-2906	210	4	provide	provide	VERB
ajgt-2906	210	5	a	a	DET
ajgt-2906	210	6	figure	figure	NOUN
ajgt-2906	210	7	24	24	NUM
ajgt-2906	210	8	:	:	SYM
ajgt-2906	210	9	2003	2003	NUM
ajgt-2906	210	10	reclassified	reclassify	VERB
ajgt-2906	210	11	maps	map	NOUN
ajgt-2906	210	12	of	of	ADP
ajgt-2906	210	13	ndvi	ndvi	PROPN
ajgt-2906	210	14	,	,	PUNCT
ajgt-2906	210	15	ndwi	ndwi	NOUN
ajgt-2906	210	16	,	,	PUNCT
ajgt-2906	210	17	ndbi	ndbi	ADJ
ajgt-2906	210	18	and	and	CCONJ
ajgt-2906	210	19	lst	lst	AUX
ajgt-2906	210	20	figure	figure	VERB
ajgt-2906	210	21	25	25	NUM
ajgt-2906	210	22	:	:	SYM
ajgt-2906	210	23	2013	2013	NUM
ajgt-2906	210	24	reclassified	reclassify	VERB
ajgt-2906	210	25	maps	map	NOUN
ajgt-2906	210	26	of	of	ADP
ajgt-2906	210	27	ndvi	ndvi	PROPN
ajgt-2906	210	28	,	,	PUNCT
ajgt-2906	210	29	ndwi	ndwi	NOUN
ajgt-2906	210	30	,	,	PUNCT
ajgt-2906	210	31	ndbi	ndbi	ADJ
ajgt-2906	210	32	and	and	CCONJ
ajgt-2906	210	33	lst	lst	VERB
ajgt-2906	210	34	pa	pa	PROPN
ajgt-2906	210	35	ge	ge	PROPN
ajgt-2906	210	36	63	63	NUM
ajgt-2906	210	37	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	210	38	am	be	AUX
ajgt-2906	210	39	.	.	PUNCT
ajgt-2906	211	1	j.	j.	PROPN
ajgt-2906	211	2	geo	geo	PROPN
ajgt-2906	211	3	spat	spat	PROPN
ajgt-2906	211	4	.	.	PUNCT
ajgt-2906	212	1	technol	technol	PROPN
ajgt-2906	212	2	.	.	PUNCT
ajgt-2906	213	1	3(1	3(1	NUM
ajgt-2906	213	2	)	)	PUNCT
ajgt-2906	213	3	51	51	NUM
ajgt-2906	213	4	-	-	SYM
ajgt-2906	213	5	68	68	NUM
ajgt-2906	213	6	,	,	PUNCT
ajgt-2906	213	7	2024	2024	NUM
ajgt-2906	213	8	figure	figure	NOUN
ajgt-2906	213	9	26	26	NUM
ajgt-2906	213	10	:	:	PUNCT
ajgt-2906	213	11	2023	2023	NUM
ajgt-2906	213	12	reclassified	reclassify	VERB
ajgt-2906	213	13	maps	map	NOUN
ajgt-2906	213	14	of	of	ADP
ajgt-2906	213	15	ndvi	ndvi	PROPN
ajgt-2906	213	16	,	,	PUNCT
ajgt-2906	213	17	ndwi	ndwi	NOUN
ajgt-2906	213	18	,	,	PUNCT
ajgt-2906	213	19	ndbi	ndbi	ADJ
ajgt-2906	213	20	and	and	CCONJ
ajgt-2906	213	21	lst	lst	VERB
ajgt-2906	213	22	comprehensive	comprehensive	ADJ
ajgt-2906	213	23	overview	overview	NOUN
ajgt-2906	213	24	of	of	ADP
ajgt-2906	213	25	the	the	DET
ajgt-2906	213	26	spatial	spatial	ADJ
ajgt-2906	213	27	distribution	distribution	NOUN
ajgt-2906	213	28	of	of	ADP
ajgt-2906	213	29	these	these	DET
ajgt-2906	213	30	key	key	ADJ
ajgt-2906	213	31	indices	index	NOUN
ajgt-2906	213	32	within	within	ADP
ajgt-2906	213	33	the	the	DET
ajgt-2906	213	34	study	study	NOUN
ajgt-2906	213	35	area	area	NOUN
ajgt-2906	213	36	.	.	PUNCT
ajgt-2906	214	1	each	each	DET
ajgt-2906	214	2	index	index	NOUN
ajgt-2906	214	3	was	be	AUX
ajgt-2906	214	4	carefully	carefully	ADV
ajgt-2906	214	5	categorized	categorize	VERB
ajgt-2906	214	6	into	into	ADP
ajgt-2906	214	7	five	five	NUM
ajgt-2906	214	8	distinct	distinct	ADJ
ajgt-2906	214	9	levels	level	NOUN
ajgt-2906	214	10	,	,	PUNCT
ajgt-2906	214	11	ranging	range	VERB
ajgt-2906	214	12	from	from	ADP
ajgt-2906	214	13	1	1	NUM
ajgt-2906	214	14	to	to	ADP
ajgt-2906	214	15	5	5	NUM
ajgt-2906	214	16	,	,	PUNCT
ajgt-2906	214	17	based	base	VERB
ajgt-2906	214	18	on	on	ADP
ajgt-2906	214	19	their	their	PRON
ajgt-2906	214	20	respective	respective	ADJ
ajgt-2906	214	21	value	value	NOUN
ajgt-2906	214	22	ranges	range	NOUN
ajgt-2906	214	23	which	which	PRON
ajgt-2906	214	24	represent	represent	VERB
ajgt-2906	214	25	very	very	ADV
ajgt-2906	214	26	low	low	ADJ
ajgt-2906	214	27	to	to	ADP
ajgt-2906	214	28	very	very	ADV
ajgt-2906	214	29	high	high	ADJ
ajgt-2906	214	30	.	.	PUNCT
ajgt-2906	215	1	the	the	DET
ajgt-2906	215	2	reclassification	reclassification	NOUN
ajgt-2906	215	3	results	result	NOUN
ajgt-2906	215	4	are	be	AUX
ajgt-2906	215	5	presented	present	VERB
ajgt-2906	215	6	in	in	ADP
ajgt-2906	215	7	maps	map	NOUN
ajgt-2906	215	8	as	as	SCONJ
ajgt-2906	215	9	shown	show	VERB
ajgt-2906	215	10	in	in	ADP
ajgt-2906	215	11	figure	figure	NOUN
ajgt-2906	215	12	24	24	NUM
ajgt-2906	215	13	to	to	ADP
ajgt-2906	215	14	26	26	NUM
ajgt-2906	215	15	.	.	PUNCT
ajgt-2906	216	1	oil	oil	NOUN
ajgt-2906	216	2	spill	spill	NOUN
ajgt-2906	216	3	index	index	NOUN
ajgt-2906	216	4	map	map	VERB
ajgt-2906	216	5	the	the	DET
ajgt-2906	216	6	observed	observe	VERB
ajgt-2906	216	7	trends	trend	NOUN
ajgt-2906	216	8	in	in	ADP
ajgt-2906	216	9	the	the	DET
ajgt-2906	216	10	oil	oil	NOUN
ajgt-2906	216	11	spill	spill	NOUN
ajgt-2906	216	12	index	index	NOUN
ajgt-2906	216	13	(	(	PUNCT
ajgt-2906	216	14	figure	figure	NOUN
ajgt-2906	216	15	27	27	NUM
ajgt-2906	216	16	to	to	PART
ajgt-2906	216	17	31	31	NUM
ajgt-2906	216	18	)	)	PUNCT
ajgt-2906	216	19	between	between	ADP
ajgt-2906	216	20	the	the	DET
ajgt-2906	216	21	years	year	NOUN
ajgt-2906	216	22	2003	2003	NUM
ajgt-2906	216	23	to	to	ADP
ajgt-2906	216	24	2013	2013	NUM
ajgt-2906	216	25	and	and	CCONJ
ajgt-2906	216	26	2003	2003	NUM
ajgt-2906	216	27	to	to	ADP
ajgt-2906	216	28	2023	2023	NUM
ajgt-2906	216	29	reveal	reveal	VERB
ajgt-2906	216	30	significant	significant	ADJ
ajgt-2906	216	31	changes	change	NOUN
ajgt-2906	216	32	in	in	ADP
ajgt-2906	216	33	oil	oil	NOUN
ajgt-2906	216	34	spill	spill	NOUN
ajgt-2906	216	35	susceptibility	susceptibility	NOUN
ajgt-2906	216	36	over	over	ADP
ajgt-2906	216	37	time	time	NOUN
ajgt-2906	216	38	.	.	PUNCT
ajgt-2906	217	1	the	the	DET
ajgt-2906	217	2	chart	chart	NOUN
ajgt-2906	217	3	depicting	depict	VERB
ajgt-2906	217	4	the	the	DET
ajgt-2906	217	5	oil	oil	NOUN
ajgt-2906	217	6	spill	spill	NOUN
ajgt-2906	217	7	index	index	NOUN
ajgt-2906	217	8	between	between	ADP
ajgt-2906	217	9	2003	2003	NUM
ajgt-2906	217	10	and	and	CCONJ
ajgt-2906	217	11	2013	2013	NUM
ajgt-2906	217	12	shows	show	VERB
ajgt-2906	217	13	a	a	DET
ajgt-2906	217	14	mix	mix	NOUN
ajgt-2906	217	15	of	of	ADP
ajgt-2906	217	16	increases	increase	NOUN
ajgt-2906	217	17	and	and	CCONJ
ajgt-2906	217	18	a	a	DET
ajgt-2906	217	19	little	little	ADJ
ajgt-2906	217	20	decrease	decrease	NOUN
ajgt-2906	217	21	in	in	ADP
ajgt-2906	217	22	oil	oil	NOUN
ajgt-2906	217	23	spill	spill	NOUN
ajgt-2906	217	24	susceptibility	susceptibility	NOUN
ajgt-2906	217	25	across	across	ADP
ajgt-2906	217	26	different	different	ADJ
ajgt-2906	217	27	regions	region	NOUN
ajgt-2906	217	28	.	.	PUNCT
ajgt-2906	218	1	the	the	DET
ajgt-2906	218	2	chart	chart	NOUN
ajgt-2906	218	3	illustrating	illustrate	VERB
ajgt-2906	218	4	the	the	DET
ajgt-2906	218	5	oil	oil	NOUN
ajgt-2906	218	6	spill	spill	NOUN
ajgt-2906	218	7	index	index	NOUN
ajgt-2906	218	8	trend	trend	NOUN
ajgt-2906	218	9	from	from	ADP
ajgt-2906	218	10	2003	2003	NUM
ajgt-2906	218	11	to	to	ADP
ajgt-2906	218	12	2023	2023	NUM
ajgt-2906	218	13	indicates	indicate	VERB
ajgt-2906	218	14	a	a	DET
ajgt-2906	218	15	substantial	substantial	ADJ
ajgt-2906	218	16	increase	increase	NOUN
ajgt-2906	218	17	in	in	ADP
ajgt-2906	218	18	the	the	DET
ajgt-2906	218	19	oil	oil	NOUN
ajgt-2906	218	20	spill	spill	NOUN
ajgt-2906	218	21	index	index	NOUN
ajgt-2906	218	22	over	over	ADP
ajgt-2906	218	23	the	the	DET
ajgt-2906	218	24	two	two	NUM
ajgt-2906	218	25	-	-	PUNCT
ajgt-2906	218	26	decade	decade	NOUN
ajgt-2906	218	27	period	period	NOUN
ajgt-2906	218	28	.	.	PUNCT
ajgt-2906	219	1	this	this	DET
ajgt-2906	219	2	drastic	drastic	ADJ
ajgt-2906	219	3	rise	rise	NOUN
ajgt-2906	219	4	in	in	ADP
ajgt-2906	219	5	the	the	DET
ajgt-2906	219	6	oil	oil	NOUN
ajgt-2906	219	7	spill	spill	NOUN
ajgt-2906	219	8	index	index	NOUN
ajgt-2906	219	9	suggests	suggest	VERB
ajgt-2906	219	10	a	a	DET
ajgt-2906	219	11	worsening	worsening	NOUN
ajgt-2906	219	12	of	of	ADP
ajgt-2906	219	13	environmental	environmental	ADJ
ajgt-2906	219	14	conditions	condition	NOUN
ajgt-2906	219	15	or	or	CCONJ
ajgt-2906	219	16	an	an	DET
ajgt-2906	219	17	escalation	escalation	NOUN
ajgt-2906	219	18	in	in	ADP
ajgt-2906	219	19	factors	factor	NOUN
ajgt-2906	219	20	contributing	contribute	VERB
ajgt-2906	219	21	to	to	ADP
ajgt-2906	219	22	oil	oil	NOUN
ajgt-2906	219	23	spill	spill	NOUN
ajgt-2906	219	24	risks	risk	NOUN
ajgt-2906	219	25	across	across	ADP
ajgt-2906	219	26	the	the	DET
ajgt-2906	219	27	study	study	NOUN
ajgt-2906	219	28	area	area	NOUN
ajgt-2906	219	29	.	.	PUNCT
ajgt-2906	220	1	figure	figure	VERB
ajgt-2906	220	2	27	27	NUM
ajgt-2906	220	3	:	:	SYM
ajgt-2906	220	4	2003	2003	NUM
ajgt-2906	220	5	oil	oil	NOUN
ajgt-2906	220	6	spill	spill	NOUN
ajgt-2906	220	7	index	index	NOUN
ajgt-2906	220	8	map	map	NOUN
ajgt-2906	220	9	pa	pa	PROPN
ajgt-2906	220	10	ge	ge	PROPN
ajgt-2906	220	11	64	64	NUM
ajgt-2906	220	12	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	220	13	am	be	AUX
ajgt-2906	220	14	.	.	PUNCT
ajgt-2906	221	1	j.	j.	PROPN
ajgt-2906	221	2	geo	geo	PROPN
ajgt-2906	221	3	spat	spat	PROPN
ajgt-2906	221	4	.	.	PUNCT
ajgt-2906	222	1	technol	technol	PROPN
ajgt-2906	222	2	.	.	PUNCT
ajgt-2906	223	1	3(1	3(1	NUM
ajgt-2906	223	2	)	)	PUNCT
ajgt-2906	223	3	51	51	NUM
ajgt-2906	223	4	-	-	SYM
ajgt-2906	223	5	68	68	NUM
ajgt-2906	223	6	,	,	PUNCT
ajgt-2906	223	7	2024	2024	NUM
ajgt-2906	223	8	figure	figure	NOUN
ajgt-2906	223	9	28	28	NUM
ajgt-2906	223	10	:	:	SYM
ajgt-2906	223	11	2013	2013	NUM
ajgt-2906	223	12	oil	oil	NOUN
ajgt-2906	223	13	spill	spill	NOUN
ajgt-2906	223	14	index	index	NOUN
ajgt-2906	223	15	map	map	NOUN
ajgt-2906	223	16	figure	figure	NOUN
ajgt-2906	223	17	29	29	NUM
ajgt-2906	223	18	:	:	SYM
ajgt-2906	223	19	2023	2023	NUM
ajgt-2906	223	20	oil	oil	NOUN
ajgt-2906	223	21	spill	spill	NOUN
ajgt-2906	223	22	index	index	NOUN
ajgt-2906	223	23	map	map	NOUN
ajgt-2906	223	24	figure	figure	NOUN
ajgt-2906	223	25	30	30	NUM
ajgt-2906	223	26	:	:	PUNCT
ajgt-2906	223	27	chart	chart	NOUN
ajgt-2906	223	28	showing	show	VERB
ajgt-2906	223	29	changes	change	NOUN
ajgt-2906	223	30	in	in	ADP
ajgt-2906	223	31	osi	osi	PROPN
ajgt-2906	223	32	between	between	ADP
ajgt-2906	223	33	year	year	NOUN
ajgt-2906	223	34	2003	2003	NUM
ajgt-2906	223	35	and	and	CCONJ
ajgt-2906	223	36	2013	2013	NUM
ajgt-2906	223	37	pa	pa	PROPN
ajgt-2906	223	38	ge	ge	PROPN
ajgt-2906	223	39	65	65	NUM
ajgt-2906	223	40	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	223	41	am	be	AUX
ajgt-2906	223	42	.	.	PUNCT
ajgt-2906	224	1	j.	j.	PROPN
ajgt-2906	224	2	geo	geo	PROPN
ajgt-2906	224	3	spat	spat	PROPN
ajgt-2906	224	4	.	.	PUNCT
ajgt-2906	225	1	technol	technol	PROPN
ajgt-2906	225	2	.	.	PUNCT
ajgt-2906	226	1	3(1	3(1	NUM
ajgt-2906	226	2	)	)	PUNCT
ajgt-2906	226	3	51	51	NUM
ajgt-2906	226	4	-	-	SYM
ajgt-2906	226	5	68	68	NUM
ajgt-2906	226	6	,	,	PUNCT
ajgt-2906	226	7	2024	2024	NUM
ajgt-2906	226	8	validation	validation	NOUN
ajgt-2906	226	9	of	of	ADP
ajgt-2906	226	10	oil	oil	NOUN
ajgt-2906	226	11	spill	spill	NOUN
ajgt-2906	226	12	index	index	NOUN
ajgt-2906	226	13	the	the	DET
ajgt-2906	226	14	finding	finding	NOUN
ajgt-2906	226	15	of	of	ADP
ajgt-2906	226	16	higher	high	ADJ
ajgt-2906	226	17	and	and	CCONJ
ajgt-2906	226	18	increased	increase	VERB
ajgt-2906	226	19	oil	oil	NOUN
ajgt-2906	226	20	spill	spill	NOUN
ajgt-2906	226	21	index	index	NOUN
ajgt-2906	226	22	values	value	NOUN
ajgt-2906	226	23	corresponding	correspond	VERB
ajgt-2906	226	24	to	to	ADP
ajgt-2906	226	25	the	the	DET
ajgt-2906	226	26	locations	location	NOUN
ajgt-2906	226	27	of	of	ADP
ajgt-2906	226	28	historical	historical	ADJ
ajgt-2906	226	29	oil	oil	NOUN
ajgt-2906	226	30	spill	spill	NOUN
ajgt-2906	226	31	incidents	incident	NOUN
ajgt-2906	226	32	provides	provide	VERB
ajgt-2906	226	33	valuable	valuable	ADJ
ajgt-2906	226	34	validation	validation	NOUN
ajgt-2906	226	35	of	of	ADP
ajgt-2906	226	36	the	the	DET
ajgt-2906	226	37	effectiveness	effectiveness	NOUN
ajgt-2906	226	38	of	of	ADP
ajgt-2906	226	39	the	the	DET
ajgt-2906	226	40	analysis	analysis	NOUN
ajgt-2906	226	41	of	of	ADP
ajgt-2906	226	42	the	the	DET
ajgt-2906	226	43	oil	oil	NOUN
ajgt-2906	226	44	spill	spill	NOUN
ajgt-2906	226	45	index	index	NOUN
ajgt-2906	226	46	performed	perform	VERB
ajgt-2906	226	47	through	through	ADP
ajgt-2906	226	48	the	the	DET
ajgt-2906	226	49	integration	integration	NOUN
ajgt-2906	226	50	of	of	ADP
ajgt-2906	226	51	ahp	ahp	NOUN
ajgt-2906	226	52	-	-	PUNCT
ajgt-2906	226	53	weighted	weight	VERB
ajgt-2906	226	54	ndvi	ndvi	PROPN
ajgt-2906	226	55	,	,	PUNCT
ajgt-2906	226	56	ndwi	ndwi	ADJ
ajgt-2906	226	57	,	,	PUNCT
ajgt-2906	226	58	ndbi	ndbi	ADJ
ajgt-2906	226	59	,	,	PUNCT
ajgt-2906	226	60	and	and	CCONJ
ajgt-2906	226	61	lst	lst	NOUN
ajgt-2906	226	62	.	.	PUNCT
ajgt-2906	227	1	the	the	DET
ajgt-2906	227	2	tables	table	NOUN
ajgt-2906	227	3	vi	vi	VERB
ajgt-2906	227	4	to	to	ADP
ajgt-2906	227	5	vii	vii	PROPN
ajgt-2906	227	6	show	show	VERB
ajgt-2906	227	7	the	the	DET
ajgt-2906	227	8	osi	osi	NOUN
ajgt-2906	227	9	of	of	ADP
ajgt-2906	227	10	the	the	DET
ajgt-2906	227	11	points	point	NOUN
ajgt-2906	227	12	before	before	ADP
ajgt-2906	227	13	the	the	DET
ajgt-2906	227	14	oil	oil	NOUN
ajgt-2906	227	15	spill	spill	NOUN
ajgt-2906	227	16	incident	incident	PROPN
ajgt-2906	227	17	(	(	PUNCT
ajgt-2906	227	18	2003	2003	NUM
ajgt-2906	227	19	)	)	PUNCT
ajgt-2906	227	20	and	and	CCONJ
ajgt-2906	227	21	after	after	ADP
ajgt-2906	227	22	the	the	DET
ajgt-2906	227	23	spill	spill	PROPN
ajgt-2906	227	24	incident	incident	PROPN
ajgt-2906	227	25	(	(	PUNCT
ajgt-2906	227	26	2013	2013	NUM
ajgt-2906	227	27	and	and	CCONJ
ajgt-2906	227	28	2023	2023	NUM
ajgt-2906	227	29	)	)	PUNCT
ajgt-2906	227	30	validation	validation	NOUN
ajgt-2906	227	31	of	of	ADP
ajgt-2906	227	32	oil	oil	NOUN
ajgt-2906	227	33	spill	spill	NOUN
ajgt-2906	227	34	index	index	NOUN
ajgt-2906	227	35	in	in	ADP
ajgt-2906	227	36	2003	2003	NUM
ajgt-2906	227	37	and	and	CCONJ
ajgt-2906	227	38	2013	2013	NUM
ajgt-2906	227	39	in	in	ADP
ajgt-2906	227	40	2003	2003	NUM
ajgt-2906	227	41	,	,	PUNCT
ajgt-2906	227	42	the	the	DET
ajgt-2906	227	43	osi	osi	NOUN
ajgt-2906	227	44	values	value	NOUN
ajgt-2906	227	45	ranged	range	VERB
ajgt-2906	227	46	from	from	ADP
ajgt-2906	227	47	1.04	1.04	NUM
ajgt-2906	227	48	to	to	ADP
ajgt-2906	227	49	3.48	3.48	NUM
ajgt-2906	227	50	across	across	ADP
ajgt-2906	227	51	different	different	ADJ
ajgt-2906	227	52	points	point	NOUN
ajgt-2906	227	53	,	,	PUNCT
ajgt-2906	227	54	indicating	indicate	VERB
ajgt-2906	227	55	varying	vary	VERB
ajgt-2906	227	56	degrees	degree	NOUN
ajgt-2906	227	57	of	of	ADP
ajgt-2906	227	58	oil	oil	NOUN
ajgt-2906	227	59	contamination	contamination	NOUN
ajgt-2906	227	60	before	before	ADP
ajgt-2906	227	61	the	the	DET
ajgt-2906	227	62	spill	spill	NOUN
ajgt-2906	227	63	incident	incident	NOUN
ajgt-2906	227	64	.	.	PUNCT
ajgt-2906	228	1	after	after	ADP
ajgt-2906	228	2	the	the	DET
ajgt-2906	228	3	incident	incident	NOUN
ajgt-2906	228	4	in	in	ADP
ajgt-2906	228	5	2013	2013	NUM
ajgt-2906	228	6	,	,	PUNCT
ajgt-2906	228	7	there	there	PRON
ajgt-2906	228	8	was	be	VERB
ajgt-2906	228	9	a	a	DET
ajgt-2906	228	10	noticeable	noticeable	ADJ
ajgt-2906	228	11	increase	increase	NOUN
ajgt-2906	228	12	in	in	ADP
ajgt-2906	228	13	osi	osi	PROPN
ajgt-2906	228	14	,	,	PUNCT
ajgt-2906	228	15	with	with	ADP
ajgt-2906	228	16	values	value	NOUN
ajgt-2906	228	17	ranging	range	VERB
ajgt-2906	228	18	from	from	ADP
ajgt-2906	228	19	3.08	3.08	NUM
ajgt-2906	228	20	to	to	ADP
ajgt-2906	228	21	4.72	4.72	NUM
ajgt-2906	228	22	at	at	ADP
ajgt-2906	228	23	the	the	DET
ajgt-2906	228	24	spill	spill	NOUN
ajgt-2906	228	25	points	point	NOUN
ajgt-2906	228	26	.	.	PUNCT
ajgt-2906	229	1	this	this	PRON
ajgt-2906	229	2	suggests	suggest	VERB
ajgt-2906	229	3	a	a	DET
ajgt-2906	229	4	worsening	worsening	NOUN
ajgt-2906	229	5	of	of	ADP
ajgt-2906	229	6	the	the	DET
ajgt-2906	229	7	oil	oil	NOUN
ajgt-2906	229	8	spill	spill	NOUN
ajgt-2906	229	9	’s	’s	PART
ajgt-2906	229	10	impact	impact	NOUN
ajgt-2906	229	11	on	on	ADP
ajgt-2906	229	12	the	the	DET
ajgt-2906	229	13	affected	affected	ADJ
ajgt-2906	229	14	areas	area	NOUN
ajgt-2906	229	15	.	.	PUNCT
ajgt-2906	230	1	table	table	NOUN
ajgt-2906	230	2	6	6	NUM
ajgt-2906	230	3	:	:	SYM
ajgt-2906	230	4	2003	2003	NUM
ajgt-2906	230	5	and	and	CCONJ
ajgt-2906	230	6	2013	2013	NUM
ajgt-2906	230	7	validation	validation	NOUN
ajgt-2906	230	8	result	result	NOUN
ajgt-2906	230	9	fid	fid	NOUN
ajgt-2906	230	10	shape	shape	NOUN
ajgt-2906	230	11	date	date	NOUN
ajgt-2906	230	12	community	community	NOUN
ajgt-2906	230	13	latitude	latitude	NOUN
ajgt-2906	230	14	longitude	longitude	NOUN
ajgt-2906	230	15	osi	osi	PROPN
ajgt-2906	230	16	2003	2003	NUM
ajgt-2906	230	17	osi	osi	NOUN
ajgt-2906	230	18	2013	2013	NUM
ajgt-2906	230	19	0	0	NUM
ajgt-2906	231	1	point	point	NOUN
ajgt-2906	231	2	17th-25th	17th-25th	NUM
ajgt-2906	231	3	aug	aug	PROPN
ajgt-2906	231	4	.	.	PROPN
ajgt-2906	231	5	2012	2012	NUM
ajgt-2906	231	6	eneka	eneka	VERB
ajgt-2906	231	7	4.917683	4.917683	NUM
ajgt-2906	231	8	7.028221	7.028221	NUM
ajgt-2906	231	9	2.76	2.76	NUM
ajgt-2906	231	10	3.28	3.28	NUM
ajgt-2906	231	11	1	1	NUM
ajgt-2906	231	12	point	point	NOUN
ajgt-2906	231	13	eneka	eneka	VERB
ajgt-2906	231	14	4.91769	4.91769	NUM
ajgt-2906	231	15	7.028196	7.028196	NUM
ajgt-2906	231	16	2.76	2.76	NUM
ajgt-2906	231	17	3.28	3.28	NUM
ajgt-2906	231	18	2	2	NUM
ajgt-2906	231	19	point	point	NOUN
ajgt-2906	231	20	eneka	eneka	VERB
ajgt-2906	231	21	4.917718	4.917718	NUM
ajgt-2906	231	22	7.02823	7.02823	NUM
ajgt-2906	231	23	2.76	2.76	NUM
ajgt-2906	231	24	3.28	3.28	NUM
ajgt-2906	231	25	3	3	NUM
ajgt-2906	231	26	point	point	NOUN
ajgt-2906	231	27	eneka	eneka	VERB
ajgt-2906	231	28	4.917679	4.917679	NUM
ajgt-2906	231	29	7.028259	7.028259	NUM
ajgt-2906	231	30	2.76	2.76	NUM
ajgt-2906	231	31	3.28	3.28	NUM
ajgt-2906	231	32	4	4	NUM
ajgt-2906	231	33	point	point	NOUN
ajgt-2906	231	34	eneka	eneka	VERB
ajgt-2906	231	35	4.917641	4.917641	NUM
ajgt-2906	232	1	7.028215	7.028215	NUM
ajgt-2906	232	2	2.76	2.76	NUM
ajgt-2906	232	3	3.28	3.28	NUM
ajgt-2906	232	4	5	5	NUM
ajgt-2906	232	5	point	point	NOUN
ajgt-2906	232	6	23rd-26th	23rd-26th	NUM
ajgt-2906	232	7	july	july	NOUN
ajgt-2906	232	8	2012	2012	NUM
ajgt-2906	232	9	eneka	eneka	VERB
ajgt-2906	232	10	4.896433	4.896433	NUM
ajgt-2906	232	11	7.053776	7.053776	NUM
ajgt-2906	232	12	2.28	2.28	NUM
ajgt-2906	232	13	4.72	4.72	NUM
ajgt-2906	232	14	6	6	NUM
ajgt-2906	232	15	point	point	NOUN
ajgt-2906	232	16	eneka	eneka	VERB
ajgt-2906	232	17	4.896405	4.896405	NUM
ajgt-2906	232	18	7.053804	7.053804	NUM
ajgt-2906	232	19	3.27	3.27	NUM
ajgt-2906	232	20	4.72	4.72	NUM
ajgt-2906	232	21	7	7	NUM
ajgt-2906	232	22	point	point	NOUN
ajgt-2906	232	23	eneka	eneka	VERB
ajgt-2906	232	24	4.896489	4.896489	NUM
ajgt-2906	232	25	7.053832	7.053832	NUM
ajgt-2906	232	26	3.28	3.28	NUM
ajgt-2906	232	27	3.68	3.68	NUM
ajgt-2906	232	28	8	8	NUM
ajgt-2906	232	29	point	point	NOUN
ajgt-2906	232	30	eneka	eneka	VERB
ajgt-2906	232	31	4.896489	4.896489	NUM
ajgt-2906	232	32	7.053777	7.053777	NUM
ajgt-2906	232	33	2.54	2.54	NUM
ajgt-2906	232	34	3.68	3.68	NUM
ajgt-2906	232	35	9	9	NUM
ajgt-2906	232	36	point	point	NOUN
ajgt-2906	232	37	eneka	eneka	VERB
ajgt-2906	232	38	4.89635	4.89635	NUM
ajgt-2906	232	39	7.053804	7.053804	NUM
ajgt-2906	232	40	3.48	3.48	NUM
ajgt-2906	232	41	4.66	4.66	NUM
ajgt-2906	232	42	10	10	NUM
ajgt-2906	232	43	point	point	NOUN
ajgt-2906	232	44	eneka	eneka	VERB
ajgt-2906	232	45	4.89635	4.89635	NUM
ajgt-2906	232	46	7.05386	7.05386	NUM
ajgt-2906	232	47	3.28	3.28	NUM
ajgt-2906	232	48	4.72	4.72	NUM
ajgt-2906	232	49	11	11	NUM
ajgt-2906	232	50	point	point	NOUN
ajgt-2906	232	51	eneka	eneka	VERB
ajgt-2906	232	52	4.896295	4.896295	NUM
ajgt-2906	232	53	7.053887	7.053887	NUM
ajgt-2906	232	54	3.28	3.28	NUM
ajgt-2906	232	55	4.72	4.72	NUM
ajgt-2906	232	56	12	12	NUM
ajgt-2906	232	57	point	point	NOUN
ajgt-2906	232	58	eneka	eneka	VERB
ajgt-2906	232	59	4.896294	4.896294	NUM
ajgt-2906	232	60	7.053832	7.053832	NUM
ajgt-2906	232	61	3.28	3.28	NUM
ajgt-2906	232	62	4.72	4.72	NUM
ajgt-2906	232	63	13	13	NUM
ajgt-2906	232	64	point	point	NOUN
ajgt-2906	232	65	eneka	eneka	VERB
ajgt-2906	232	66	4.896295	4.896295	NUM
ajgt-2906	232	67	7.053915	7.053915	NUM
ajgt-2906	232	68	3.28	3.28	NUM
ajgt-2906	232	69	4.72	4.72	NUM
ajgt-2906	232	70	14	14	NUM
ajgt-2906	232	71	point	point	NOUN
ajgt-2906	232	72	eneka	eneka	VERB
ajgt-2906	232	73	4.896267	4.896267	NUM
ajgt-2906	232	74	7.053389	7.053389	NUM
ajgt-2906	232	75	3.28	3.28	NUM
ajgt-2906	232	76	3.68	3.68	NUM
ajgt-2906	232	77	15	15	NUM
ajgt-2906	232	78	point	point	NOUN
ajgt-2906	232	79	eneka	eneka	VERB
ajgt-2906	232	80	4.896239	4.896239	NUM
ajgt-2906	232	81	7.053915	7.053915	NUM
ajgt-2906	232	82	3.28	3.28	NUM
ajgt-2906	232	83	4.72	4.72	NUM
ajgt-2906	232	84	16	16	NUM
ajgt-2906	232	85	point	point	NOUN
ajgt-2906	232	86	eneka	eneka	VERB
ajgt-2906	232	87	4.896267	4.896267	NUM
ajgt-2906	232	88	7.053943	7.053943	NUM
ajgt-2906	232	89	3.28	3.28	NUM
ajgt-2906	232	90	4.72	4.72	NUM
ajgt-2906	232	91	17	17	NUM
ajgt-2906	232	92	point	point	NOUN
ajgt-2906	232	93	eneka	eneka	VERB
ajgt-2906	232	94	4.896239	4.896239	NUM
ajgt-2906	232	95	7.053944	7.053944	NUM
ajgt-2906	232	96	3.28	3.28	NUM
ajgt-2906	232	97	4.72	4.72	NUM
ajgt-2906	232	98	18	18	NUM
ajgt-2906	232	99	point	point	NOUN
ajgt-2906	232	100	eneka	eneka	VERB
ajgt-2906	232	101	4.896017	4.896017	NUM
ajgt-2906	232	102	7.054221	7.054221	NUM
ajgt-2906	232	103	3.08	3.08	NUM
ajgt-2906	232	104	3.16	3.16	NUM
ajgt-2906	232	105	19	19	NUM
ajgt-2906	232	106	point	point	NOUN
ajgt-2906	232	107	eneka	eneka	VERB
ajgt-2906	232	108	4.895739	4.895739	NUM
ajgt-2906	232	109	7.05461	7.05461	NUM
ajgt-2906	232	110	3.28	3.28	NUM
ajgt-2906	232	111	4.04	4.04	NUM
ajgt-2906	232	112	20	20	NUM
ajgt-2906	232	113	point	point	NOUN
ajgt-2906	232	114	27th	27th	ADJ
ajgt-2906	232	115	-29th	-29th	PROPN
ajgt-2906	232	116	july	july	PROPN
ajgt-2906	232	117	2012	2012	NUM
ajgt-2906	232	118	atali	atali	VERB
ajgt-2906	232	119	4.88704	4.88704	NUM
ajgt-2906	232	120	7.06475	7.06475	NUM
ajgt-2906	232	121	1.04	1.04	NUM
ajgt-2906	232	122	3.64	3.64	NUM
ajgt-2906	232	123	21	21	NUM
ajgt-2906	232	124	point	point	NOUN
ajgt-2906	232	125	atali	atali	VERB
ajgt-2906	232	126	4.88746	4.88746	NUM
ajgt-2906	232	127	7.064469	7.064469	NUM
ajgt-2906	232	128	1.04	1.04	NUM
ajgt-2906	232	129	3.64	3.64	NUM
ajgt-2906	232	130	22	22	NUM
ajgt-2906	232	131	point	point	NOUN
ajgt-2906	232	132	atali	atali	VERB
ajgt-2906	232	133	4.887405	4.887405	NUM
ajgt-2906	232	134	7.064527	7.064527	NUM
ajgt-2906	232	135	1.04	1.04	NUM
ajgt-2906	232	136	3.64	3.64	NUM
ajgt-2906	232	137	23	23	NUM
ajgt-2906	232	138	point	point	NOUN
ajgt-2906	232	139	atali	atali	VERB
ajgt-2906	232	140	4.887099	4.887099	NUM
ajgt-2906	232	141	7.064721	7.064721	NUM
ajgt-2906	232	142	1.04	1.04	NUM
ajgt-2906	232	143	3.64	3.64	NUM
ajgt-2906	232	144	24	24	NUM
ajgt-2906	232	145	point	point	NOUN
ajgt-2906	232	146	atali	atali	VERB
ajgt-2906	232	147	4.887183	4.887183	NUM
ajgt-2906	232	148	7.064693	7.064693	NUM
ajgt-2906	232	149	1.04	1.04	NUM
ajgt-2906	232	150	3.64	3.64	NUM
ajgt-2906	232	151	figure	figure	NOUN
ajgt-2906	232	152	31	31	NUM
ajgt-2906	232	153	:	:	PUNCT
ajgt-2906	232	154	chart	chart	NOUN
ajgt-2906	232	155	showing	show	VERB
ajgt-2906	232	156	changes	change	NOUN
ajgt-2906	232	157	in	in	ADP
ajgt-2906	232	158	osi	osi	PROPN
ajgt-2906	232	159	of	of	ADP
ajgt-2906	232	160	year	year	NOUN
ajgt-2906	232	161	2003	2003	NUM
ajgt-2906	232	162	and	and	CCONJ
ajgt-2906	232	163	2023	2023	NUM
ajgt-2906	232	164	pa	pa	PROPN
ajgt-2906	232	165	ge	ge	PROPN
ajgt-2906	232	166	66	66	NUM
ajgt-2906	233	1	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	233	2	am	be	AUX
ajgt-2906	233	3	.	.	PUNCT
ajgt-2906	234	1	j.	j.	PROPN
ajgt-2906	234	2	geo	geo	PROPN
ajgt-2906	234	3	spat	spat	PROPN
ajgt-2906	234	4	.	.	PUNCT
ajgt-2906	235	1	technol	technol	PROPN
ajgt-2906	235	2	.	.	PUNCT
ajgt-2906	236	1	3(1	3(1	NUM
ajgt-2906	236	2	)	)	PUNCT
ajgt-2906	236	3	51	51	NUM
ajgt-2906	236	4	-	-	SYM
ajgt-2906	236	5	68	68	NUM
ajgt-2906	236	6	,	,	PUNCT
ajgt-2906	236	7	2024	2024	NUM
ajgt-2906	236	8	validation	validation	NOUN
ajgt-2906	236	9	of	of	ADP
ajgt-2906	236	10	oil	oil	NOUN
ajgt-2906	236	11	spill	spill	NOUN
ajgt-2906	236	12	index	index	NOUN
ajgt-2906	236	13	in	in	ADP
ajgt-2906	236	14	2003	2003	NUM
ajgt-2906	236	15	and	and	CCONJ
ajgt-2906	236	16	2023	2023	NUM
ajgt-2906	236	17	the	the	DET
ajgt-2906	236	18	2003	2003	NUM
ajgt-2906	236	19	and	and	CCONJ
ajgt-2906	236	20	2023	2023	NUM
ajgt-2906	236	21	osi	osi	PROPN
ajgt-2906	236	22	validation	validation	NOUN
ajgt-2906	236	23	table	table	NOUN
ajgt-2906	236	24	provides	provide	VERB
ajgt-2906	236	25	the	the	DET
ajgt-2906	236	26	oil	oil	NOUN
ajgt-2906	236	27	spill	spill	NOUN
ajgt-2906	236	28	index	index	NOUN
ajgt-2906	236	29	(	(	PUNCT
ajgt-2906	236	30	osi	osi	PROPN
ajgt-2906	236	31	)	)	PUNCT
ajgt-2906	236	32	values	value	NOUN
ajgt-2906	236	33	of	of	ADP
ajgt-2906	236	34	various	various	ADJ
ajgt-2906	236	35	points	point	NOUN
ajgt-2906	236	36	before	before	ADP
ajgt-2906	236	37	and	and	CCONJ
ajgt-2906	236	38	after	after	ADP
ajgt-2906	236	39	an	an	DET
ajgt-2906	236	40	oil	oil	NOUN
ajgt-2906	236	41	spill	spill	NOUN
ajgt-2906	236	42	incident	incident	NOUN
ajgt-2906	236	43	,	,	PUNCT
ajgt-2906	236	44	specifically	specifically	ADV
ajgt-2906	236	45	comparing	compare	VERB
ajgt-2906	236	46	the	the	DET
ajgt-2906	236	47	osi	osi	NOUN
ajgt-2906	236	48	values	value	NOUN
ajgt-2906	236	49	from	from	ADP
ajgt-2906	236	50	2003	2003	NUM
ajgt-2906	236	51	to	to	ADP
ajgt-2906	236	52	those	those	PRON
ajgt-2906	236	53	in	in	ADP
ajgt-2906	236	54	2023	2023	NUM
ajgt-2906	236	55	.	.	PUNCT
ajgt-2906	237	1	in	in	ADP
ajgt-2906	237	2	2003	2003	NUM
ajgt-2906	237	3	,	,	PUNCT
ajgt-2906	237	4	the	the	DET
ajgt-2906	237	5	osi	osi	PROPN
ajgt-2906	237	6	values	value	NOUN
ajgt-2906	237	7	varied	varied	ADJ
ajgt-2906	237	8	across	across	ADP
ajgt-2906	237	9	different	different	ADJ
ajgt-2906	237	10	points	point	NOUN
ajgt-2906	237	11	,	,	PUNCT
ajgt-2906	237	12	ranging	range	VERB
ajgt-2906	237	13	from	from	ADP
ajgt-2906	237	14	1.64	1.64	NUM
ajgt-2906	237	15	to	to	ADP
ajgt-2906	237	16	3.72	3.72	NUM
ajgt-2906	237	17	,	,	PUNCT
ajgt-2906	237	18	indicating	indicate	VERB
ajgt-2906	237	19	varying	vary	VERB
ajgt-2906	237	20	degrees	degree	NOUN
ajgt-2906	237	21	of	of	ADP
ajgt-2906	237	22	oil	oil	NOUN
ajgt-2906	237	23	contamination	contamination	NOUN
ajgt-2906	237	24	before	before	ADP
ajgt-2906	237	25	the	the	DET
ajgt-2906	237	26	spill	spill	NOUN
ajgt-2906	237	27	incident	incident	NOUN
ajgt-2906	237	28	.	.	PUNCT
ajgt-2906	238	1	after	after	ADP
ajgt-2906	238	2	the	the	DET
ajgt-2906	238	3	incident	incident	NOUN
ajgt-2906	238	4	in	in	ADP
ajgt-2906	238	5	2023	2023	NUM
ajgt-2906	238	6	,	,	PUNCT
ajgt-2906	238	7	there	there	PRON
ajgt-2906	238	8	is	be	VERB
ajgt-2906	238	9	a	a	DET
ajgt-2906	238	10	noticeable	noticeable	ADJ
ajgt-2906	238	11	change	change	NOUN
ajgt-2906	238	12	in	in	ADP
ajgt-2906	238	13	osi	osi	NOUN
ajgt-2906	238	14	values	value	NOUN
ajgt-2906	238	15	,	,	PUNCT
ajgt-2906	238	16	with	with	ADP
ajgt-2906	238	17	values	value	NOUN
ajgt-2906	238	18	ranging	range	VERB
ajgt-2906	238	19	from	from	ADP
ajgt-2906	238	20	3.2	3.2	NUM
ajgt-2906	238	21	to	to	ADP
ajgt-2906	238	22	4.84	4.84	NUM
ajgt-2906	238	23	.	.	PUNCT
ajgt-2906	239	1	this	this	PRON
ajgt-2906	239	2	suggests	suggest	VERB
ajgt-2906	239	3	a	a	DET
ajgt-2906	239	4	potential	potential	ADJ
ajgt-2906	239	5	increase	increase	NOUN
ajgt-2906	239	6	in	in	ADP
ajgt-2906	239	7	the	the	DET
ajgt-2906	239	8	impact	impact	NOUN
ajgt-2906	239	9	of	of	ADP
ajgt-2906	239	10	the	the	DET
ajgt-2906	239	11	oil	oil	NOUN
ajgt-2906	239	12	spill	spill	NOUN
ajgt-2906	239	13	on	on	ADP
ajgt-2906	239	14	the	the	DET
ajgt-2906	239	15	affected	affect	VERB
ajgt-2906	239	16	areas	area	NOUN
ajgt-2906	239	17	over	over	ADP
ajgt-2906	239	18	the	the	DET
ajgt-2906	239	19	years	year	NOUN
ajgt-2906	239	20	.	.	PUNCT
ajgt-2906	240	1	table	table	NOUN
ajgt-2906	240	2	7	7	NUM
ajgt-2906	240	3	:	:	SYM
ajgt-2906	240	4	2003	2003	NUM
ajgt-2906	240	5	and	and	CCONJ
ajgt-2906	240	6	2023	2023	NUM
ajgt-2906	240	7	validation	validation	NOUN
ajgt-2906	240	8	result	result	NOUN
ajgt-2906	240	9	fid	fid	NOUN
ajgt-2906	240	10	shape	shape	NOUN
ajgt-2906	240	11	date	date	NOUN
ajgt-2906	240	12	community	community	NOUN
ajgt-2906	240	13	latitude	latitude	NOUN
ajgt-2906	240	14	longitude	longitude	NOUN
ajgt-2906	240	15	osi	osi	PROPN
ajgt-2906	240	16	2003	2003	NUM
ajgt-2906	240	17	osi	osi	NOUN
ajgt-2906	240	18	2023	2023	NUM
ajgt-2906	240	19	1	1	NUM
ajgt-2906	240	20	point	point	NOUN
ajgt-2906	240	21	19th	19th	ADJ
ajgt-2906	240	22	20th	20th	NOUN
ajgt-2906	240	23	dec	dec	PROPN
ajgt-2906	240	24	.	.	PROPN
ajgt-2906	240	25	2022	2022	NUM
ajgt-2906	240	26	rumukwurushi	rumukwurushi	VERB
ajgt-2906	240	27	4.86697	4.86697	NUM
ajgt-2906	240	28	7.08829	7.08829	NUM
ajgt-2906	240	29	1.72	1.72	NUM
ajgt-2906	240	30	4.44	4.44	NUM
ajgt-2906	240	31	2	2	NUM
ajgt-2906	240	32	point	point	NOUN
ajgt-2906	240	33	rumukwurushi	rumukwurushi	ADJ
ajgt-2906	240	34	4.86692	4.86692	NUM
ajgt-2906	240	35	7.08836	7.08836	NUM
ajgt-2906	240	36	1.72	1.72	NUM
ajgt-2906	240	37	4.44	4.44	NUM
ajgt-2906	240	38	3	3	NUM
ajgt-2906	240	39	point	point	NOUN
ajgt-2906	240	40	rumukwurushi	rumukwurushi	VERB
ajgt-2906	240	41	4.86688	4.86688	NUM
ajgt-2906	240	42	7.08829	7.08829	NUM
ajgt-2906	240	43	1.72	1.72	NUM
ajgt-2906	240	44	4.44	4.44	NUM
ajgt-2906	240	45	4	4	NUM
ajgt-2906	240	46	point	point	NOUN
ajgt-2906	240	47	rumukwurushi	rumukwurushi	VERB
ajgt-2906	240	48	4.86697	4.86697	NUM
ajgt-2906	240	49	7.08812	7.08812	NUM
ajgt-2906	240	50	1.72	1.72	NUM
ajgt-2906	240	51	3.4	3.4	NUM
ajgt-2906	240	52	5	5	NUM
ajgt-2906	240	53	point	point	NOUN
ajgt-2906	240	54	rumukwurushi	rumukwurushi	PROPN
ajgt-2906	240	55	4.86705	4.86705	NUM
ajgt-2906	240	56	7.08805	7.08805	NUM
ajgt-2906	240	57	1.72	1.72	NUM
ajgt-2906	240	58	3.4	3.4	NUM
ajgt-2906	240	59	6	6	NUM
ajgt-2906	240	60	point	point	NOUN
ajgt-2906	240	61	rumukwurushi	rumukwurushi	VERB
ajgt-2906	240	62	4.86713	4.86713	NUM
ajgt-2906	240	63	7.0881	7.0881	NUM
ajgt-2906	240	64	1.64	1.64	NUM
ajgt-2906	240	65	3.4	3.4	NUM
ajgt-2906	240	66	7	7	NUM
ajgt-2906	240	67	point	point	NOUN
ajgt-2906	240	68	rumukwurushi	rumukwurushi	VERB
ajgt-2906	240	69	4.86658	4.86658	NUM
ajgt-2906	241	1	7.08869	7.08869	NUM
ajgt-2906	241	2	1.72	1.72	NUM
ajgt-2906	241	3	4.28	4.28	NUM
ajgt-2906	241	4	8	8	NUM
ajgt-2906	241	5	point	point	NOUN
ajgt-2906	241	6	rumukwurushi	rumukwurushi	VERB
ajgt-2906	241	7	4.86664	4.86664	NUM
ajgt-2906	241	8	7.08865	7.08865	NUM
ajgt-2906	241	9	1.72	1.72	NUM
ajgt-2906	241	10	4.28	4.28	NUM
ajgt-2906	241	11	9	9	NUM
ajgt-2906	241	12	point	point	NOUN
ajgt-2906	241	13	27th	27th	NOUN
ajgt-2906	241	14	-30th	-30th	PROPN
ajgt-2906	241	15	sept	sept	PROPN
ajgt-2906	241	16	.	.	PROPN
ajgt-2906	241	17	2022	2022	NUM
ajgt-2906	241	18	eneka	eneka	VERB
ajgt-2906	241	19	4.89337	4.89337	NUM
ajgt-2906	241	20	7.05743	7.05743	NUM
ajgt-2906	241	21	3.08	3.08	NUM
ajgt-2906	241	22	3.6	3.6	NUM
ajgt-2906	241	23	10	10	NUM
ajgt-2906	241	24	point	point	NOUN
ajgt-2906	241	25	eneka	eneka	VERB
ajgt-2906	241	26	4.89336	4.89336	NUM
ajgt-2906	241	27	7.0574	7.0574	NUM
ajgt-2906	241	28	3.08	3.08	NUM
ajgt-2906	241	29	3.6	3.6	NUM
ajgt-2906	241	30	11	11	NUM
ajgt-2906	241	31	point	point	NOUN
ajgt-2906	241	32	eneka	eneka	VERB
ajgt-2906	241	33	4.89347	4.89347	NUM
ajgt-2906	241	34	7.05734	7.05734	NUM
ajgt-2906	241	35	3.08	3.08	NUM
ajgt-2906	241	36	3.6	3.6	NUM
ajgt-2906	241	37	12	12	NUM
ajgt-2906	241	38	point	point	NOUN
ajgt-2906	241	39	eneka	eneka	VERB
ajgt-2906	241	40	4.89343	4.89343	NUM
ajgt-2906	241	41	7.05743	7.05743	NUM
ajgt-2906	241	42	3.08	3.08	NUM
ajgt-2906	241	43	3.6	3.6	NUM
ajgt-2906	241	44	13	13	NUM
ajgt-2906	241	45	point	point	NOUN
ajgt-2906	241	46	eneka	eneka	VERB
ajgt-2906	241	47	4.89339	4.89339	NUM
ajgt-2906	241	48	7.05746	7.05746	NUM
ajgt-2906	241	49	3.08	3.08	NUM
ajgt-2906	241	50	3.6	3.6	NUM
ajgt-2906	241	51	14	14	NUM
ajgt-2906	241	52	point	point	NOUN
ajgt-2906	241	53	3rd	3rd	PROPN
ajgt-2906	241	54	10th	10th	NOUN
ajgt-2906	241	55	jan	jan	PROPN
ajgt-2906	241	56	.	.	PROPN
ajgt-2906	241	57	2023	2023	NUM
ajgt-2906	241	58	rumukwurushi	rumukwurushi	VERB
ajgt-2906	241	59	4.86027	4.86027	NUM
ajgt-2906	241	60	7.06392	7.06392	NUM
ajgt-2906	241	61	3.76	3.76	NUM
ajgt-2906	241	62	3.56	3.56	NUM
ajgt-2906	241	63	15	15	NUM
ajgt-2906	241	64	point	point	NOUN
ajgt-2906	241	65	rumukwurushi	rumukwurushi	PROPN
ajgt-2906	241	66	4.8603	4.8603	NUM
ajgt-2906	241	67	7.06391	7.06391	NUM
ajgt-2906	241	68	3.76	3.76	NUM
ajgt-2906	241	69	3.56	3.56	NUM
ajgt-2906	241	70	16	16	NUM
ajgt-2906	241	71	point	point	NOUN
ajgt-2906	241	72	rumukwurushi	rumukwurushi	PROPN
ajgt-2906	241	73	4.86018	4.86018	NUM
ajgt-2906	241	74	7.06394	7.06394	NUM
ajgt-2906	241	75	3.76	3.76	NUM
ajgt-2906	241	76	3.56	3.56	NUM
ajgt-2906	241	77	17	17	NUM
ajgt-2906	241	78	point	point	NOUN
ajgt-2906	241	79	3rd-4th	3rd-4th	NUM
ajgt-2906	241	80	dec	dec	PROPN
ajgt-2906	241	81	2021	2021	NUM
ajgt-2906	241	82	eneka	eneka	VERB
ajgt-2906	241	83	4.91514	4.91514	NUM
ajgt-2906	241	84	7.01834	7.01834	NUM
ajgt-2906	241	85	3.6	3.6	NUM
ajgt-2906	241	86	4.84	4.84	NUM
ajgt-2906	241	87	18	18	NUM
ajgt-2906	241	88	point	point	NOUN
ajgt-2906	241	89	eneka	eneka	VERB
ajgt-2906	241	90	4.91501	4.91501	NUM
ajgt-2906	241	91	7.01815	7.01815	NUM
ajgt-2906	241	92	2.72	2.72	NUM
ajgt-2906	241	93	3.2	3.2	NUM
ajgt-2906	241	94	19	19	NUM
ajgt-2906	241	95	point	point	NOUN
ajgt-2906	241	96	eneka	eneka	VERB
ajgt-2906	241	97	4.91509	4.91509	NUM
ajgt-2906	241	98	7.01813	7.01813	NUM
ajgt-2906	241	99	3	3	NUM
ajgt-2906	241	100	4.84	4.84	NUM
ajgt-2906	241	101	20	20	NUM
ajgt-2906	241	102	point	point	NOUN
ajgt-2906	241	103	eneka	eneka	VERB
ajgt-2906	241	104	4.91511	4.91511	NUM
ajgt-2906	241	105	7.01842	7.01842	NUM
ajgt-2906	241	106	3.6	3.6	NUM
ajgt-2906	241	107	4.84	4.84	NUM
ajgt-2906	241	108	21	21	NUM
ajgt-2906	241	109	point	point	NOUN
ajgt-2906	241	110	26th-27th	26th-27th	NUM
ajgt-2906	241	111	feb	feb	X
ajgt-2906	241	112	2020	2020	NUM
ajgt-2906	241	113	atali	atali	VERB
ajgt-2906	241	114	4.88889	4.88889	NUM
ajgt-2906	241	115	7.06267	7.06267	NUM
ajgt-2906	241	116	1.72	1.72	NUM
ajgt-2906	241	117	4.64	4.64	NUM
ajgt-2906	241	118	22	22	NUM
ajgt-2906	241	119	point	point	NOUN
ajgt-2906	241	120	atali	atali	VERB
ajgt-2906	241	121	4.88891	4.88891	NUM
ajgt-2906	241	122	7.06235	7.06235	NUM
ajgt-2906	241	123	1.72	1.72	NUM
ajgt-2906	241	124	3.6	3.6	NUM
ajgt-2906	241	125	23	23	NUM
ajgt-2906	241	126	point	point	NOUN
ajgt-2906	241	127	atali	atali	VERB
ajgt-2906	241	128	4.88931	4.88931	NUM
ajgt-2906	241	129	7.06243	7.06243	NUM
ajgt-2906	241	130	1.64	1.64	NUM
ajgt-2906	241	131	4.64	4.64	NUM
ajgt-2906	241	132	24	24	NUM
ajgt-2906	241	133	point	point	NOUN
ajgt-2906	241	134	eneka	eneka	VERB
ajgt-2906	241	135	4.89971	4.89971	NUM
ajgt-2906	241	136	7.01572	7.01572	NUM
ajgt-2906	241	137	3.92	3.92	NUM
ajgt-2906	241	138	3.96	3.96	NUM
ajgt-2906	241	139	25	25	NUM
ajgt-2906	241	140	point	point	NOUN
ajgt-2906	241	141	eneka	eneka	VERB
ajgt-2906	241	142	4.8997	4.8997	NUM
ajgt-2906	241	143	7.01571	7.01571	NUM
ajgt-2906	241	144	3.92	3.92	NUM
ajgt-2906	241	145	3.96	3.96	NUM
ajgt-2906	241	146	26	26	NUM
ajgt-2906	241	147	point	point	NOUN
ajgt-2906	241	148	eneka	eneka	VERB
ajgt-2906	241	149	4.89971	4.89971	NUM
ajgt-2906	241	150	7.01564	7.01564	NUM
ajgt-2906	241	151	3.92	3.92	NUM
ajgt-2906	241	152	3.96	3.96	NUM
ajgt-2906	241	153	27	27	NUM
ajgt-2906	241	154	point	point	NOUN
ajgt-2906	241	155	eneka	eneka	VERB
ajgt-2906	241	156	4.89968	4.89968	NUM
ajgt-2906	241	157	7.01564	7.01564	NUM
ajgt-2906	241	158	3.12	3.12	NUM
ajgt-2906	241	159	3.72	3.72	NUM
ajgt-2906	241	160	28	28	NUM
ajgt-2906	241	161	point	point	NOUN
ajgt-2906	241	162	eneka	eneka	VERB
ajgt-2906	241	163	4.89966	4.89966	NUM
ajgt-2906	241	164	7.01568	7.01568	NUM
ajgt-2906	241	165	3.12	3.12	NUM
ajgt-2906	241	166	3.72	3.72	NUM
ajgt-2906	241	167	29	29	NUM
ajgt-2906	241	168	point	point	NOUN
ajgt-2906	241	169	eneka	eneka	VERB
ajgt-2906	241	170	4.89965	4.89965	NUM
ajgt-2906	241	171	7.01568	7.01568	NUM
ajgt-2906	241	172	3.12	3.12	NUM
ajgt-2906	241	173	3.72	3.72	NUM
ajgt-2906	241	174	30	30	NUM
ajgt-2906	241	175	point	point	NOUN
ajgt-2906	241	176	eneka	eneka	VERB
ajgt-2906	241	177	4.89968	4.89968	NUM
ajgt-2906	241	178	7.01562	7.01562	NUM
ajgt-2906	241	179	3.12	3.12	NUM
ajgt-2906	241	180	3.72	3.72	NUM
ajgt-2906	241	181	31	31	NUM
ajgt-2906	241	182	point	point	NOUN
ajgt-2906	241	183	rumuewhara	rumuewhara	NOUN
ajgt-2906	241	184	4.87912	4.87912	NUM
ajgt-2906	241	185	7.04243	7.04243	NUM
ajgt-2906	241	186	2.04	2.04	NUM
ajgt-2906	241	187	4.44	4.44	NUM
ajgt-2906	241	188	32	32	NUM
ajgt-2906	241	189	point	point	NOUN
ajgt-2906	241	190	rumuewhara	rumuewhara	NOUN
ajgt-2906	241	191	4.87908	4.87908	NUM
ajgt-2906	241	192	7.04239	7.04239	NUM
ajgt-2906	241	193	2.04	2.04	NUM
ajgt-2906	241	194	4.44	4.44	NUM
ajgt-2906	241	195	33	33	NUM
ajgt-2906	241	196	point	point	NOUN
ajgt-2906	241	197	2nd	2nd	PROPN
ajgt-2906	241	198	may	may	AUX
ajgt-2906	241	199	2020	2020	NUM
ajgt-2906	241	200	elelenwo	elelenwo	VERB
ajgt-2906	241	201	4.848219	4.848219	NUM
ajgt-2906	241	202	7.076442	7.076442	NUM
ajgt-2906	241	203	3.12	3.12	NUM
ajgt-2906	241	204	4.64	4.64	NUM
ajgt-2906	241	205	34	34	NUM
ajgt-2906	241	206	point	point	NOUN
ajgt-2906	241	207	elelenwo	elelenwo	VERB
ajgt-2906	241	208	4.848222	4.848222	NUM
ajgt-2906	241	209	7.076459	7.076459	NUM
ajgt-2906	241	210	3.12	3.12	NUM
ajgt-2906	241	211	4.64	4.64	NUM
ajgt-2906	241	212	35	35	NUM
ajgt-2906	241	213	point	point	NOUN
ajgt-2906	241	214	elelenwo	elelenwo	VERB
ajgt-2906	241	215	4.84844	4.84844	NUM
ajgt-2906	241	216	7.076592	7.076592	NUM
ajgt-2906	241	217	3.12	3.12	NUM
ajgt-2906	241	218	4.64	4.64	NUM
ajgt-2906	241	219	36	36	NUM
ajgt-2906	241	220	point	point	NOUN
ajgt-2906	241	221	elelenwo	elelenwo	VERB
ajgt-2906	241	222	4.848459	4.848459	NUM
ajgt-2906	241	223	7.076565	7.076565	NUM
ajgt-2906	241	224	3.12	3.12	NUM
ajgt-2906	241	225	4.64	4.64	NUM
ajgt-2906	241	226	37	37	NUM
ajgt-2906	241	227	point	point	NOUN
ajgt-2906	241	228	elelenwo	elelenwo	VERB
ajgt-2906	241	229	4.848456	4.848456	NUM
ajgt-2906	241	230	7.076481	7.076481	NUM
ajgt-2906	241	231	3.12	3.12	NUM
ajgt-2906	241	232	4.64	4.64	NUM
ajgt-2906	241	233	38	38	NUM
ajgt-2906	241	234	point	point	NOUN
ajgt-2906	241	235	elelenwo	elelenwo	VERB
ajgt-2906	241	236	4.848299	4.848299	NUM
ajgt-2906	241	237	7.076389	7.076389	NUM
ajgt-2906	241	238	3.12	3.12	NUM
ajgt-2906	241	239	4.64	4.64	NUM
ajgt-2906	241	240	39	39	NUM
ajgt-2906	241	241	point	point	NOUN
ajgt-2906	241	242	elelenwo	elelenwo	VERB
ajgt-2906	241	243	4.848203	4.848203	NUM
ajgt-2906	241	244	7.076414	7.076414	NUM
ajgt-2906	241	245	3.92	3.92	NUM
ajgt-2906	241	246	3.92	3.92	NUM
ajgt-2906	241	247	40	40	NUM
ajgt-2906	241	248	point	point	NOUN
ajgt-2906	241	249	rumuowha	rumuowha	VERB
ajgt-2906	241	250	4.899843	4.899843	NUM
ajgt-2906	241	251	7.015256	7.015256	NUM
ajgt-2906	241	252	3.12	3.12	NUM
ajgt-2906	241	253	3.56	3.56	NUM
ajgt-2906	241	254	pa	pa	PROPN
ajgt-2906	241	255	ge	ge	PROPN
ajgt-2906	241	256	67	67	NUM
ajgt-2906	241	257	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	241	258	am	be	AUX
ajgt-2906	241	259	.	.	PUNCT
ajgt-2906	242	1	j.	j.	PROPN
ajgt-2906	242	2	geo	geo	PROPN
ajgt-2906	242	3	spat	spat	PROPN
ajgt-2906	242	4	.	.	PUNCT
ajgt-2906	243	1	technol	technol	PROPN
ajgt-2906	243	2	.	.	PUNCT
ajgt-2906	244	1	3(1	3(1	NUM
ajgt-2906	244	2	)	)	PUNCT
ajgt-2906	244	3	51	51	NUM
ajgt-2906	244	4	-	-	SYM
ajgt-2906	244	5	68	68	NUM
ajgt-2906	244	6	,	,	PUNCT
ajgt-2906	244	7	2024	2024	NUM
ajgt-2906	244	8	41	41	NUM
ajgt-2906	244	9	point	point	NOUN
ajgt-2906	244	10	rumuowha	rumuowha	VERB
ajgt-2906	244	11	4.899748	4.899748	NUM
ajgt-2906	244	12	7.015351	7.015351	NUM
ajgt-2906	244	13	3.12	3.12	NUM
ajgt-2906	244	14	3.56	3.56	NUM
ajgt-2906	244	15	42	42	NUM
ajgt-2906	244	16	point	point	NOUN
ajgt-2906	244	17	rumuowha	rumuowha	VERB
ajgt-2906	244	18	4.89955	4.89955	NUM
ajgt-2906	244	19	7.01582	7.01582	NUM
ajgt-2906	244	20	3.12	3.12	NUM
ajgt-2906	244	21	3.92	3.92	NUM
ajgt-2906	244	22	43	43	NUM
ajgt-2906	244	23	point	point	NOUN
ajgt-2906	244	24	15th	15th	NOUN
ajgt-2906	244	25	-20th	-20th	PROPN
ajgt-2906	244	26	june	june	PROPN
ajgt-2906	244	27	2020	2020	NUM
ajgt-2906	244	28	rumuokwurusi	rumuokwurusi	VERB
ajgt-2906	244	29	4.86997	4.86997	NUM
ajgt-2906	244	30	7.08475	7.08475	NUM
ajgt-2906	244	31	1.72	1.72	NUM
ajgt-2906	244	32	3.28	3.28	NUM
ajgt-2906	244	33	44	44	NUM
ajgt-2906	244	34	point	point	NOUN
ajgt-2906	244	35	rumuokwurusi	rumuokwurusi	VERB
ajgt-2906	244	36	4.86995	4.86995	NUM
ajgt-2906	244	37	7.08482	7.08482	NUM
ajgt-2906	244	38	1.72	1.72	NUM
ajgt-2906	244	39	3.28	3.28	NUM
ajgt-2906	244	40	conclusion	conclusion	NOUN
ajgt-2906	244	41	the	the	DET
ajgt-2906	244	42	study	study	NOUN
ajgt-2906	244	43	comprehensively	comprehensively	ADV
ajgt-2906	244	44	analyzed	analyze	VERB
ajgt-2906	244	45	the	the	DET
ajgt-2906	244	46	impact	impact	NOUN
ajgt-2906	244	47	of	of	ADP
ajgt-2906	244	48	oil	oil	NOUN
ajgt-2906	244	49	spills	spill	NOUN
ajgt-2906	244	50	on	on	ADP
ajgt-2906	244	51	the	the	DET
ajgt-2906	244	52	study	study	NOUN
ajgt-2906	244	53	area	area	NOUN
ajgt-2906	244	54	’s	’s	PART
ajgt-2906	244	55	environment	environment	NOUN
ajgt-2906	244	56	by	by	ADP
ajgt-2906	244	57	examining	examine	VERB
ajgt-2906	244	58	the	the	DET
ajgt-2906	244	59	temporal	temporal	ADJ
ajgt-2906	244	60	dynamics	dynamic	NOUN
ajgt-2906	244	61	of	of	ADP
ajgt-2906	244	62	key	key	ADJ
ajgt-2906	244	63	indices	index	NOUN
ajgt-2906	244	64	(	(	PUNCT
ajgt-2906	244	65	ndvi	ndvi	NOUN
ajgt-2906	244	66	,	,	PUNCT
ajgt-2906	244	67	ndwi	ndwi	PROPN
ajgt-2906	244	68	,	,	PUNCT
ajgt-2906	244	69	lst	lst	NOUN
ajgt-2906	244	70	,	,	PUNCT
ajgt-2906	244	71	and	and	CCONJ
ajgt-2906	244	72	ndbi	ndbi	ADJ
ajgt-2906	244	73	)	)	PUNCT
ajgt-2906	244	74	and	and	CCONJ
ajgt-2906	244	75	integrating	integrate	VERB
ajgt-2906	244	76	them	they	PRON
ajgt-2906	244	77	to	to	PART
ajgt-2906	244	78	create	create	VERB
ajgt-2906	244	79	an	an	DET
ajgt-2906	244	80	oil	oil	NOUN
ajgt-2906	244	81	spill	spill	NOUN
ajgt-2906	244	82	index	index	NOUN
ajgt-2906	244	83	(	(	PUNCT
ajgt-2906	244	84	osi	osi	PROPN
ajgt-2906	244	85	)	)	PUNCT
ajgt-2906	244	86	map	map	NOUN
ajgt-2906	244	87	.	.	PUNCT
ajgt-2906	245	1	to	to	PART
ajgt-2906	245	2	determine	determine	VERB
ajgt-2906	245	3	the	the	DET
ajgt-2906	245	4	relative	relative	ADJ
ajgt-2906	245	5	significance	significance	NOUN
ajgt-2906	245	6	of	of	ADP
ajgt-2906	245	7	each	each	DET
ajgt-2906	245	8	criterion	criterion	NOUN
ajgt-2906	245	9	,	,	PUNCT
ajgt-2906	245	10	the	the	DET
ajgt-2906	245	11	analytical	analytical	ADJ
ajgt-2906	245	12	hierarchy	hierarchy	NOUN
ajgt-2906	245	13	process	process	NOUN
ajgt-2906	245	14	(	(	PUNCT
ajgt-2906	245	15	ahp	ahp	NOUN
ajgt-2906	245	16	)	)	PUNCT
ajgt-2906	245	17	method	method	NOUN
ajgt-2906	245	18	was	be	AUX
ajgt-2906	245	19	employed	employ	VERB
ajgt-2906	245	20	,	,	PUNCT
ajgt-2906	245	21	assigning	assign	VERB
ajgt-2906	245	22	weights	weight	NOUN
ajgt-2906	245	23	to	to	ADP
ajgt-2906	245	24	the	the	DET
ajgt-2906	245	25	indices	index	NOUN
ajgt-2906	245	26	.	.	PUNCT
ajgt-2906	246	1	ndvi	ndvi	PROPN
ajgt-2906	246	2	emerged	emerge	VERB
ajgt-2906	246	3	as	as	ADP
ajgt-2906	246	4	the	the	DET
ajgt-2906	246	5	most	most	ADV
ajgt-2906	246	6	influential	influential	ADJ
ajgt-2906	246	7	criterion	criterion	NOUN
ajgt-2906	246	8	,	,	PUNCT
ajgt-2906	246	9	followed	follow	VERB
ajgt-2906	246	10	by	by	ADP
ajgt-2906	246	11	ndwi	ndwi	NOUN
ajgt-2906	246	12	and	and	CCONJ
ajgt-2906	246	13	lst	lst	NOUN
ajgt-2906	246	14	,	,	PUNCT
ajgt-2906	246	15	while	while	SCONJ
ajgt-2906	246	16	ndbi	ndbi	NOUN
ajgt-2906	246	17	had	have	VERB
ajgt-2906	246	18	the	the	DET
ajgt-2906	246	19	lowest	low	ADJ
ajgt-2906	246	20	weight	weight	NOUN
ajgt-2906	246	21	.	.	PUNCT
ajgt-2906	247	1	this	this	DET
ajgt-2906	247	2	weighting	weighting	NOUN
ajgt-2906	247	3	system	system	NOUN
ajgt-2906	247	4	highlighted	highlight	VERB
ajgt-2906	247	5	ndvi	ndvi	PROPN
ajgt-2906	247	6	’s	’s	PART
ajgt-2906	247	7	predominant	predominant	ADJ
ajgt-2906	247	8	role	role	NOUN
ajgt-2906	247	9	in	in	ADP
ajgt-2906	247	10	expressing	express	VERB
ajgt-2906	247	11	the	the	DET
ajgt-2906	247	12	extent	extent	NOUN
ajgt-2906	247	13	and	and	CCONJ
ajgt-2906	247	14	severity	severity	NOUN
ajgt-2906	247	15	of	of	ADP
ajgt-2906	247	16	oil	oil	NOUN
ajgt-2906	247	17	spills	spill	NOUN
ajgt-2906	247	18	in	in	ADP
ajgt-2906	247	19	the	the	DET
ajgt-2906	247	20	area	area	NOUN
ajgt-2906	247	21	.	.	PUNCT
ajgt-2906	248	1	upon	upon	SCONJ
ajgt-2906	248	2	reclassification	reclassification	NOUN
ajgt-2906	248	3	and	and	CCONJ
ajgt-2906	248	4	integration	integration	NOUN
ajgt-2906	248	5	of	of	ADP
ajgt-2906	248	6	the	the	DET
ajgt-2906	248	7	indices	index	NOUN
ajgt-2906	248	8	,	,	PUNCT
ajgt-2906	248	9	the	the	DET
ajgt-2906	248	10	generated	generate	VERB
ajgt-2906	248	11	osi	osi	NOUN
ajgt-2906	248	12	map	map	NOUN
ajgt-2906	248	13	revealed	reveal	VERB
ajgt-2906	248	14	a	a	DET
ajgt-2906	248	15	concerning	concern	VERB
ajgt-2906	248	16	trend	trend	NOUN
ajgt-2906	248	17	of	of	ADP
ajgt-2906	248	18	increasing	increase	VERB
ajgt-2906	248	19	oil	oil	NOUN
ajgt-2906	248	20	spill	spill	NOUN
ajgt-2906	248	21	susceptibility	susceptibility	NOUN
ajgt-2906	248	22	from	from	ADP
ajgt-2906	248	23	2003	2003	NUM
ajgt-2906	248	24	to	to	ADP
ajgt-2906	248	25	2023	2023	NUM
ajgt-2906	248	26	.	.	PUNCT
ajgt-2906	249	1	the	the	DET
ajgt-2906	249	2	validation	validation	NOUN
ajgt-2906	249	3	of	of	ADP
ajgt-2906	249	4	the	the	DET
ajgt-2906	249	5	osi	osi	PROPN
ajgt-2906	249	6	maps	map	NOUN
ajgt-2906	249	7	against	against	ADP
ajgt-2906	249	8	historical	historical	ADJ
ajgt-2906	249	9	oil	oil	NOUN
ajgt-2906	249	10	spill	spill	NOUN
ajgt-2906	249	11	records	record	NOUN
ajgt-2906	249	12	further	far	ADV
ajgt-2906	249	13	affirmed	affirm	VERB
ajgt-2906	249	14	their	their	PRON
ajgt-2906	249	15	accuracy	accuracy	NOUN
ajgt-2906	249	16	and	and	CCONJ
ajgt-2906	249	17	predictive	predictive	ADJ
ajgt-2906	249	18	capability	capability	NOUN
ajgt-2906	249	19	in	in	ADP
ajgt-2906	249	20	identifying	identify	VERB
ajgt-2906	249	21	areas	area	NOUN
ajgt-2906	249	22	prone	prone	ADJ
ajgt-2906	249	23	to	to	ADP
ajgt-2906	249	24	oil	oil	NOUN
ajgt-2906	249	25	spills	spill	NOUN
ajgt-2906	249	26	.	.	PUNCT
ajgt-2906	250	1	through	through	ADP
ajgt-2906	250	2	meticulous	meticulous	ADJ
ajgt-2906	250	3	examination	examination	NOUN
ajgt-2906	250	4	spanning	span	VERB
ajgt-2906	250	5	from	from	ADP
ajgt-2906	250	6	2003	2003	NUM
ajgt-2906	250	7	to	to	ADP
ajgt-2906	250	8	2023	2023	NUM
ajgt-2906	250	9	,	,	PUNCT
ajgt-2906	250	10	significant	significant	ADJ
ajgt-2906	250	11	changes	change	NOUN
ajgt-2906	250	12	in	in	ADP
ajgt-2906	250	13	index	index	NOUN
ajgt-2906	250	14	ranges	range	NOUN
ajgt-2906	250	15	were	be	AUX
ajgt-2906	250	16	observed	observe	VERB
ajgt-2906	250	17	,	,	PUNCT
ajgt-2906	250	18	indicating	indicate	VERB
ajgt-2906	250	19	dynamic	dynamic	ADJ
ajgt-2906	250	20	environmental	environmental	ADJ
ajgt-2906	250	21	shifts	shift	NOUN
ajgt-2906	250	22	.	.	PUNCT
ajgt-2906	251	1	for	for	ADP
ajgt-2906	251	2	instance	instance	NOUN
ajgt-2906	251	3	,	,	PUNCT
ajgt-2906	251	4	osi	osi	PROPN
ajgt-2906	251	5	values	value	NOUN
ajgt-2906	251	6	for	for	ADP
ajgt-2906	251	7	2003	2003	NUM
ajgt-2906	251	8	and	and	CCONJ
ajgt-2906	251	9	2013	2013	NUM
ajgt-2906	251	10	,	,	PUNCT
ajgt-2906	251	11	indicated	indicate	VERB
ajgt-2906	251	12	a	a	DET
ajgt-2906	251	13	range	range	NOUN
ajgt-2906	251	14	of	of	ADP
ajgt-2906	251	15	1.04	1.04	NUM
ajgt-2906	251	16	to	to	ADP
ajgt-2906	251	17	3.48	3.48	NUM
ajgt-2906	251	18	for	for	ADP
ajgt-2906	251	19	2003	2003	NUM
ajgt-2906	251	20	,	,	PUNCT
ajgt-2906	251	21	with	with	ADP
ajgt-2906	251	22	a	a	DET
ajgt-2906	251	23	noticeable	noticeable	ADJ
ajgt-2906	251	24	increase	increase	NOUN
ajgt-2906	251	25	observed	observe	VERB
ajgt-2906	251	26	in	in	ADP
ajgt-2906	251	27	2013	2013	NUM
ajgt-2906	251	28	,	,	PUNCT
ajgt-2906	251	29	expanding	expand	VERB
ajgt-2906	251	30	the	the	DET
ajgt-2906	251	31	range	range	NOUN
ajgt-2906	251	32	to	to	ADP
ajgt-2906	251	33	3.08	3.08	NUM
ajgt-2906	251	34	to	to	ADP
ajgt-2906	251	35	4.72	4.72	NUM
ajgt-2906	251	36	.	.	PUNCT
ajgt-2906	252	1	similarly	similarly	ADV
ajgt-2906	252	2	,	,	PUNCT
ajgt-2906	252	3	a	a	DET
ajgt-2906	252	4	comparison	comparison	NOUN
ajgt-2906	252	5	of	of	ADP
ajgt-2906	252	6	osi	osi	NOUN
ajgt-2906	252	7	values	value	NOUN
ajgt-2906	252	8	between	between	ADP
ajgt-2906	252	9	2003	2003	NUM
ajgt-2906	252	10	and	and	CCONJ
ajgt-2906	252	11	2023	2023	NUM
ajgt-2906	252	12	indicated	indicate	VERB
ajgt-2906	252	13	osi	osi	PROPN
ajgt-2906	252	14	values	value	NOUN
ajgt-2906	252	15	,	,	PUNCT
ajgt-2906	252	16	ranging	range	VERB
ajgt-2906	252	17	from	from	ADP
ajgt-2906	252	18	1.64	1.64	NUM
ajgt-2906	252	19	to	to	ADP
ajgt-2906	252	20	3.92	3.92	NUM
ajgt-2906	252	21	in	in	ADP
ajgt-2906	252	22	2003	2003	NUM
ajgt-2906	252	23	,	,	PUNCT
ajgt-2906	252	24	then	then	ADV
ajgt-2906	252	25	in	in	ADP
ajgt-2906	252	26	2023	2023	NUM
ajgt-2906	252	27	after	after	ADP
ajgt-2906	252	28	the	the	DET
ajgt-2906	252	29	oil	oil	NOUN
ajgt-2906	252	30	spill	spill	NOUN
ajgt-2906	252	31	incidents	incident	NOUN
ajgt-2906	252	32	,	,	PUNCT
ajgt-2906	252	33	there	there	PRON
ajgt-2906	252	34	were	be	VERB
ajgt-2906	252	35	notable	notable	ADJ
ajgt-2906	252	36	changes	change	NOUN
ajgt-2906	252	37	in	in	ADP
ajgt-2906	252	38	the	the	DET
ajgt-2906	252	39	osi	osi	NOUN
ajgt-2906	252	40	values	value	NOUN
ajgt-2906	252	41	,	,	PUNCT
ajgt-2906	252	42	with	with	ADP
ajgt-2906	252	43	the	the	DET
ajgt-2906	252	44	range	range	NOUN
ajgt-2906	252	45	shifting	shift	VERB
ajgt-2906	252	46	to	to	ADP
ajgt-2906	252	47	3.2	3.2	NUM
ajgt-2906	252	48	to	to	ADP
ajgt-2906	252	49	4.84	4.84	NUM
ajgt-2906	252	50	.	.	PUNCT
ajgt-2906	253	1	this	this	DET
ajgt-2906	253	2	escalation	escalation	NOUN
ajgt-2906	253	3	in	in	ADP
ajgt-2906	253	4	the	the	DET
ajgt-2906	253	5	osi	osi	NOUN
ajgt-2906	253	6	values	value	NOUN
ajgt-2906	253	7	suggests	suggest	VERB
ajgt-2906	253	8	worsening	worsen	VERB
ajgt-2906	253	9	environmental	environmental	ADJ
ajgt-2906	253	10	conditions	condition	NOUN
ajgt-2906	253	11	and	and	CCONJ
ajgt-2906	253	12	heightened	heighten	VERB
ajgt-2906	253	13	oil	oil	NOUN
ajgt-2906	253	14	spill	spill	NOUN
ajgt-2906	253	15	risks	risk	NOUN
ajgt-2906	253	16	across	across	ADP
ajgt-2906	253	17	the	the	DET
ajgt-2906	253	18	study	study	NOUN
ajgt-2906	253	19	area	area	NOUN
ajgt-2906	253	20	.	.	PUNCT
ajgt-2906	254	1	finally	finally	ADV
ajgt-2906	254	2	,	,	PUNCT
ajgt-2906	254	3	the	the	DET
ajgt-2906	254	4	study	study	NOUN
ajgt-2906	254	5	emphasizes	emphasize	VERB
ajgt-2906	254	6	the	the	DET
ajgt-2906	254	7	critical	critical	ADJ
ajgt-2906	254	8	importance	importance	NOUN
ajgt-2906	254	9	of	of	ADP
ajgt-2906	254	10	ongoing	ongoing	ADJ
ajgt-2906	254	11	monitoring	monitoring	NOUN
ajgt-2906	254	12	and	and	CCONJ
ajgt-2906	254	13	mitigation	mitigation	NOUN
ajgt-2906	254	14	efforts	effort	NOUN
ajgt-2906	254	15	in	in	ADP
ajgt-2906	254	16	addressing	address	VERB
ajgt-2906	254	17	the	the	DET
ajgt-2906	254	18	evolving	evolve	VERB
ajgt-2906	254	19	environmental	environmental	ADJ
ajgt-2906	254	20	challenges	challenge	NOUN
ajgt-2906	254	21	posed	pose	VERB
ajgt-2906	254	22	by	by	ADP
ajgt-2906	254	23	oil	oil	NOUN
ajgt-2906	254	24	spills	spill	NOUN
ajgt-2906	254	25	.	.	PUNCT
ajgt-2906	255	1	by	by	ADP
ajgt-2906	255	2	providing	provide	VERB
ajgt-2906	255	3	comprehensive	comprehensive	ADJ
ajgt-2906	255	4	insights	insight	NOUN
ajgt-2906	255	5	into	into	ADP
ajgt-2906	255	6	the	the	DET
ajgt-2906	255	7	temporal	temporal	ADJ
ajgt-2906	255	8	dynamics	dynamic	NOUN
ajgt-2906	255	9	and	and	CCONJ
ajgt-2906	255	10	spatial	spatial	ADJ
ajgt-2906	255	11	distribution	distribution	NOUN
ajgt-2906	255	12	of	of	ADP
ajgt-2906	255	13	oil	oil	NOUN
ajgt-2906	255	14	spill	spill	NOUN
ajgt-2906	255	15	impacts	impact	NOUN
ajgt-2906	255	16	,	,	PUNCT
ajgt-2906	255	17	the	the	DET
ajgt-2906	255	18	research	research	NOUN
ajgt-2906	255	19	serves	serve	VERB
ajgt-2906	255	20	as	as	ADP
ajgt-2906	255	21	a	a	DET
ajgt-2906	255	22	valuable	valuable	ADJ
ajgt-2906	255	23	resource	resource	NOUN
ajgt-2906	255	24	for	for	ADP
ajgt-2906	255	25	policymakers	policymaker	NOUN
ajgt-2906	255	26	and	and	CCONJ
ajgt-2906	255	27	stakeholders	stakeholder	NOUN
ajgt-2906	255	28	involved	involve	VERB
ajgt-2906	255	29	in	in	ADP
ajgt-2906	255	30	environmental	environmental	ADJ
ajgt-2906	255	31	management	management	NOUN
ajgt-2906	255	32	and	and	CCONJ
ajgt-2906	255	33	disaster	disaster	NOUN
ajgt-2906	255	34	response	response	NOUN
ajgt-2906	255	35	initiatives	initiative	NOUN
ajgt-2906	255	36	.	.	PUNCT
ajgt-2906	256	1	recommendation	recommendation	NOUN
ajgt-2906	256	2	based	base	VERB
ajgt-2906	256	3	on	on	ADP
ajgt-2906	256	4	the	the	DET
ajgt-2906	256	5	findings	finding	NOUN
ajgt-2906	256	6	and	and	CCONJ
ajgt-2906	256	7	conclusions	conclusion	NOUN
ajgt-2906	256	8	drawn	draw	VERB
ajgt-2906	256	9	from	from	ADP
ajgt-2906	256	10	this	this	DET
ajgt-2906	256	11	research	research	NOUN
ajgt-2906	256	12	,	,	PUNCT
ajgt-2906	256	13	this	this	DET
ajgt-2906	256	14	study	study	NOUN
ajgt-2906	256	15	is	be	AUX
ajgt-2906	256	16	recommended	recommend	VERB
ajgt-2906	256	17	as	as	ADP
ajgt-2906	256	18	valuable	valuable	ADJ
ajgt-2906	256	19	information	information	NOUN
ajgt-2906	256	20	for	for	ADP
ajgt-2906	256	21	monitoring	monitoring	NOUN
ajgt-2906	256	22	and	and	CCONJ
ajgt-2906	256	23	assessing	assess	VERB
ajgt-2906	256	24	the	the	DET
ajgt-2906	256	25	environmental	environmental	ADJ
ajgt-2906	256	26	impact	impact	NOUN
ajgt-2906	256	27	of	of	ADP
ajgt-2906	256	28	oil	oil	NOUN
ajgt-2906	256	29	spills	spill	NOUN
ajgt-2906	256	30	as	as	SCONJ
ajgt-2906	256	31	it	it	PRON
ajgt-2906	256	32	shows	show	VERB
ajgt-2906	256	33	the	the	DET
ajgt-2906	256	34	likelihood	likelihood	NOUN
ajgt-2906	256	35	of	of	ADP
ajgt-2906	256	36	the	the	DET
ajgt-2906	256	37	study	study	NOUN
ajgt-2906	256	38	area	area	NOUN
ajgt-2906	256	39	being	be	AUX
ajgt-2906	256	40	damaged	damage	VERB
ajgt-2906	256	41	by	by	ADP
ajgt-2906	256	42	oil	oil	NOUN
ajgt-2906	256	43	spills	spill	NOUN
ajgt-2906	256	44	as	as	SCONJ
ajgt-2906	256	45	the	the	DET
ajgt-2906	256	46	year	year	NOUN
ajgt-2906	256	47	progresses	progress	VERB
ajgt-2906	256	48	.	.	PUNCT
ajgt-2906	257	1	in	in	ADP
ajgt-2906	257	2	addition	addition	NOUN
ajgt-2906	257	3	,	,	PUNCT
ajgt-2906	257	4	while	while	SCONJ
ajgt-2906	257	5	the	the	DET
ajgt-2906	257	6	current	current	ADJ
ajgt-2906	257	7	research	research	NOUN
ajgt-2906	257	8	focuses	focus	VERB
ajgt-2906	257	9	on	on	ADP
ajgt-2906	257	10	the	the	DET
ajgt-2906	257	11	integration	integration	NOUN
ajgt-2906	257	12	of	of	ADP
ajgt-2906	257	13	environmental	environmental	ADJ
ajgt-2906	257	14	indices	index	NOUN
ajgt-2906	257	15	,	,	PUNCT
ajgt-2906	257	16	future	future	ADJ
ajgt-2906	257	17	studies	study	NOUN
ajgt-2906	257	18	should	should	AUX
ajgt-2906	257	19	consider	consider	VERB
ajgt-2906	257	20	incorporating	incorporate	VERB
ajgt-2906	257	21	socio	socio	NOUN
ajgt-2906	257	22	-	-	PUNCT
ajgt-2906	257	23	economic	economic	ADJ
ajgt-2906	257	24	factors	factor	NOUN
ajgt-2906	257	25	to	to	PART
ajgt-2906	257	26	provide	provide	VERB
ajgt-2906	257	27	a	a	DET
ajgt-2906	257	28	more	more	ADV
ajgt-2906	257	29	holistic	holistic	ADJ
ajgt-2906	257	30	understanding	understanding	NOUN
ajgt-2906	257	31	of	of	ADP
ajgt-2906	257	32	oil	oil	NOUN
ajgt-2906	257	33	spill	spill	NOUN
ajgt-2906	257	34	risks	risk	NOUN
ajgt-2906	257	35	.	.	PUNCT
ajgt-2906	258	1	this	this	PRON
ajgt-2906	258	2	may	may	AUX
ajgt-2906	258	3	include	include	VERB
ajgt-2906	258	4	factors	factor	NOUN
ajgt-2906	258	5	such	such	ADJ
ajgt-2906	258	6	as	as	ADP
ajgt-2906	258	7	population	population	NOUN
ajgt-2906	258	8	density	density	NOUN
ajgt-2906	258	9	,	,	PUNCT
ajgt-2906	258	10	infrastructure	infrastructure	NOUN
ajgt-2906	258	11	vulnerability	vulnerability	NOUN
ajgt-2906	258	12	,	,	PUNCT
ajgt-2906	258	13	economic	economic	ADJ
ajgt-2906	258	14	activities	activity	NOUN
ajgt-2906	258	15	,	,	PUNCT
ajgt-2906	258	16	and	and	CCONJ
ajgt-2906	258	17	community	community	NOUN
ajgt-2906	258	18	resilience	resilience	NOUN
ajgt-2906	258	19	,	,	PUNCT
ajgt-2906	258	20	which	which	PRON
ajgt-2906	258	21	play	play	VERB
ajgt-2906	258	22	a	a	DET
ajgt-2906	258	23	significant	significant	ADJ
ajgt-2906	258	24	role	role	NOUN
ajgt-2906	258	25	in	in	ADP
ajgt-2906	258	26	shaping	shape	VERB
ajgt-2906	258	27	the	the	DET
ajgt-2906	258	28	impacts	impact	NOUN
ajgt-2906	258	29	and	and	CCONJ
ajgt-2906	258	30	responses	response	NOUN
ajgt-2906	258	31	to	to	ADP
ajgt-2906	258	32	oil	oil	NOUN
ajgt-2906	258	33	spills	spill	NOUN
ajgt-2906	258	34	.	.	PUNCT
ajgt-2906	259	1	acknowledgement	acknowledgement	NOUN
ajgt-2906	259	2	i	i	PRON
ajgt-2906	259	3	am	be	AUX
ajgt-2906	259	4	grateful	grateful	ADJ
ajgt-2906	259	5	to	to	ADP
ajgt-2906	259	6	the	the	DET
ajgt-2906	259	7	petroleum	petroleum	NOUN
ajgt-2906	259	8	technology	technology	PROPN
ajgt-2906	259	9	development	development	NOUN
ajgt-2906	259	10	fund	fund	NOUN
ajgt-2906	259	11	(	(	PUNCT
ajgt-2906	259	12	ptdf	ptdf	NOUN
ajgt-2906	259	13	)	)	PUNCT
ajgt-2906	259	14	for	for	ADP
ajgt-2906	259	15	generously	generously	ADV
ajgt-2906	259	16	funding	fund	VERB
ajgt-2906	259	17	my	my	PRON
ajgt-2906	259	18	academic	academic	ADJ
ajgt-2906	259	19	program	program	NOUN
ajgt-2906	259	20	,	,	PUNCT
ajgt-2906	259	21	which	which	PRON
ajgt-2906	259	22	includes	include	VERB
ajgt-2906	259	23	this	this	DET
ajgt-2906	259	24	research	research	NOUN
ajgt-2906	259	25	.	.	PUNCT
ajgt-2906	260	1	references	reference	NOUN
ajgt-2906	260	2	adati	adati	PROPN
ajgt-2906	260	3	,	,	PUNCT
ajgt-2906	260	4	a.	a.	PROPN
ajgt-2906	260	5	k.	k.	PROPN
ajgt-2906	260	6	(	(	PUNCT
ajgt-2906	260	7	2012	2012	NUM
ajgt-2906	260	8	)	)	PUNCT
ajgt-2906	260	9	.	.	PUNCT
ajgt-2906	261	1	oil	oil	NOUN
ajgt-2906	261	2	exploration	exploration	NOUN
ajgt-2906	261	3	and	and	CCONJ
ajgt-2906	261	4	spillage	spillage	NOUN
ajgt-2906	261	5	in	in	ADP
ajgt-2906	261	6	the	the	DET
ajgt-2906	261	7	niger	niger	NOUN
ajgt-2906	261	8	delta	delta	NOUN
ajgt-2906	261	9	of	of	ADP
ajgt-2906	261	10	nigeria	nigeria	PROPN
ajgt-2906	261	11	.	.	PUNCT
ajgt-2906	262	1	civil	civil	ADJ
ajgt-2906	262	2	and	and	CCONJ
ajgt-2906	262	3	environmental	environmental	ADJ
ajgt-2906	262	4	research	research	NOUN
ajgt-2906	262	5	,	,	PUNCT
ajgt-2906	262	6	2	2	NUM
ajgt-2906	262	7	,	,	PUNCT
ajgt-2906	262	8	38	38	NUM
ajgt-2906	262	9	.	.	PUNCT
ajgt-2906	263	1	agunobi	agunobi	PROPN
ajgt-2906	263	2	,	,	PUNCT
ajgt-2906	263	3	k.	k.	PROPN
ajgt-2906	263	4	n.	n.	PROPN
ajgt-2906	263	5	,	,	PUNCT
ajgt-2906	263	6	obienusi	obienusi	PROPN
ajgt-2906	263	7	,	,	PUNCT
ajgt-2906	263	8	e.	e.	PROPN
ajgt-2906	263	9	a.	a.	PROPN
ajgt-2906	263	10	,	,	PUNCT
ajgt-2906	263	11	&	&	CCONJ
ajgt-2906	263	12	onuoha	onuoha	PROPN
ajgt-2906	263	13	,	,	PUNCT
ajgt-2906	263	14	d.	d.	PROPN
ajgt-2906	263	15	c.	c.	PROPN
ajgt-2906	263	16	(	(	PUNCT
ajgt-2906	263	17	2014	2014	NUM
ajgt-2906	263	18	)	)	PUNCT
ajgt-2906	263	19	.	.	PUNCT
ajgt-2906	264	1	an	an	DET
ajgt-2906	264	2	investigation	investigation	NOUN
ajgt-2906	264	3	of	of	ADP
ajgt-2906	264	4	the	the	DET
ajgt-2906	264	5	pattern	pattern	NOUN
ajgt-2906	264	6	and	and	CCONJ
ajgt-2906	264	7	environmental	environmental	ADJ
ajgt-2906	264	8	impact	impact	NOUN
ajgt-2906	264	9	of	of	ADP
ajgt-2906	264	10	oil	oil	NOUN
ajgt-2906	264	11	spillage	spillage	NOUN
ajgt-2906	264	12	in	in	ADP
ajgt-2906	264	13	etche	etche	PROPN
ajgt-2906	264	14	local	local	ADJ
ajgt-2906	264	15	government	government	NOUN
ajgt-2906	264	16	area	area	NOUN
ajgt-2906	264	17	of	of	ADP
ajgt-2906	264	18	rivers	river	NOUN
ajgt-2906	264	19	state	state	PROPN
ajgt-2906	264	20	,	,	PUNCT
ajgt-2906	264	21	nigeria	nigeria	PROPN
ajgt-2906	264	22	.	.	PUNCT
ajgt-2906	265	1	journal	journal	PROPN
ajgt-2906	265	2	of	of	ADP
ajgt-2906	265	3	natural	natural	ADJ
ajgt-2906	265	4	sciences	science	NOUN
ajgt-2906	265	5	research	research	NOUN
ajgt-2906	265	6	,	,	PUNCT
ajgt-2906	265	7	4(16	4(16	NUM
ajgt-2906	265	8	)	)	PUNCT
ajgt-2906	265	9	,	,	PUNCT
ajgt-2906	265	10	124	124	NUM
ajgt-2906	265	11	-	-	SYM
ajgt-2906	265	12	137	137	NUM
ajgt-2906	265	13	.	.	PUNCT
ajgt-2906	266	1	ayo	ayo	PROPN
ajgt-2906	266	2	,	,	PUNCT
ajgt-2906	266	3	v.	v.	PROPN
ajgt-2906	266	4	o.	o.	PROPN
ajgt-2906	266	5	,	,	PUNCT
ajgt-2906	266	6	obafemi	obafemi	ADV
ajgt-2906	266	7	,	,	PUNCT
ajgt-2906	266	8	a.	a.	NOUN
ajgt-2906	266	9	;	;	PUNCT
ajgt-2906	266	10	and	and	CCONJ
ajgt-2906	266	11	ogoro	ogoro	VERB
ajgt-2906	266	12	,	,	PUNCT
ajgt-2906	266	13	m	m	VERB
ajgt-2906	266	14	(	(	PUNCT
ajgt-2906	266	15	2017	2017	NUM
ajgt-2906	266	16	)	)	PUNCT
ajgt-2906	266	17	mapping	mapping	NOUN
ajgt-2906	266	18	land	land	NOUN
ajgt-2906	266	19	cover	cover	NOUN
ajgt-2906	266	20	determinants	determinant	NOUN
ajgt-2906	266	21	of	of	ADP
ajgt-2906	266	22	malaria	malaria	NOUN
ajgt-2906	266	23	in	in	ADP
ajgt-2906	266	24	obio	obio	ADV
ajgt-2906	266	25	-	-	PUNCT
ajgt-2906	266	26	akpor	akpor	ADJ
ajgt-2906	266	27	local	local	ADJ
ajgt-2906	266	28	government	government	NOUN
ajgt-2906	266	29	area	area	NOUN
ajgt-2906	266	30	of	of	ADP
ajgt-2906	266	31	rivers	river	NOUN
ajgt-2906	266	32	statenigeria	statenigeria	PROPN
ajgt-2906	266	33	.	.	PUNCT
ajgt-2906	267	1	journal	journal	PROPN
ajgt-2906	267	2	of	of	ADP
ajgt-2906	267	3	humanities	humanity	NOUN
ajgt-2906	267	4	and	and	CCONJ
ajgt-2906	267	5	social	social	ADJ
ajgt-2906	267	6	science	science	NOUN
ajgt-2906	267	7	,	,	PUNCT
ajgt-2906	267	8	22(6	22(6	NUM
ajgt-2906	267	9	)	)	PUNCT
ajgt-2906	267	10	,	,	PUNCT
ajgt-2906	267	11	vr	vr	PROPN
ajgt-2906	267	12	1	1	NUM
ajgt-2906	267	13	(	(	PUNCT
ajgt-2906	267	14	june	june	PROPN
ajgt-2906	267	15	,	,	PUNCT
ajgt-2906	267	16	2017	2017	NUM
ajgt-2906	267	17	)	)	PUNCT
ajgt-2906	267	18	pp	pp	ADP
ajgt-2906	267	19	1	1	NUM
ajgt-2906	267	20	-	-	SYM
ajgt-2906	267	21	6	6	NUM
ajgt-2906	267	22	e	e	NOUN
ajgt-2906	267	23	–	–	PUNCT
ajgt-2906	267	24	issn	issn	PROPN
ajgt-2906	267	25	:	:	PUNCT
ajgt-2906	267	26	2279	2279	NUM
ajgt-2906	267	27	-	-	SYM
ajgt-2906	267	28	0837	0837	NUM
ajgt-2906	267	29	,	,	PUNCT
ajgt-2906	267	30	p	p	X
ajgt-2906	267	31	–	–	PUNCT
ajgt-2906	267	32	issn	issn	PROPN
ajgt-2906	267	33	:	:	PUNCT
ajgt-2906	267	34	2279	2279	NUM
ajgt-2906	267	35	-	-	SYM
ajgt-2906	267	36	0845	0845	NUM
ajgt-2906	267	37	.	.	PUNCT
ajgt-2906	268	1	balogun	balogun	VERB
ajgt-2906	268	2	,	,	PUNCT
ajgt-2906	268	3	a.-l	a.-l	PROPN
ajgt-2906	268	4	.	.	PUNCT
ajgt-2906	268	5	,	,	PUNCT
ajgt-2906	268	6	yekeen	yekeen	PROPN
ajgt-2906	268	7	,	,	PUNCT
ajgt-2906	268	8	s.	s.	PROPN
ajgt-2906	268	9	t.	t.	PROPN
ajgt-2906	268	10	,	,	PUNCT
ajgt-2906	268	11	pradhan	pradhan	PROPN
ajgt-2906	268	12	,	,	PUNCT
ajgt-2906	268	13	b.	b.	PROPN
ajgt-2906	268	14	,	,	PUNCT
ajgt-2906	268	15	&	&	CCONJ
ajgt-2906	268	16	althuwaynee	althuwaynee	PROPN
ajgt-2906	268	17	,	,	PUNCT
ajgt-2906	269	1	o.	o.	PROPN
ajgt-2906	269	2	f.	f.	PROPN
ajgt-2906	269	3	(	(	PUNCT
ajgt-2906	269	4	2020	2020	NUM
ajgt-2906	269	5	)	)	PUNCT
ajgt-2906	269	6	.	.	PUNCT
ajgt-2906	270	1	spatio	spatio	PROPN
ajgt-2906	270	2	-	-	PUNCT
ajgt-2906	270	3	temporal	temporal	ADJ
ajgt-2906	270	4	analysis	analysis	NOUN
ajgt-2906	270	5	of	of	ADP
ajgt-2906	270	6	oil	oil	NOUN
ajgt-2906	270	7	spill	spill	NOUN
ajgt-2906	270	8	impact	impact	NOUN
ajgt-2906	270	9	and	and	CCONJ
ajgt-2906	270	10	recovery	recovery	NOUN
ajgt-2906	270	11	pattern	pattern	NOUN
ajgt-2906	270	12	of	of	ADP
ajgt-2906	270	13	coastal	coastal	ADJ
ajgt-2906	270	14	vegetation	vegetation	NOUN
ajgt-2906	270	15	and	and	CCONJ
ajgt-2906	270	16	wetland	wetland	NOUN
ajgt-2906	270	17	using	use	VERB
ajgt-2906	270	18	multispectral	multispectral	ADJ
ajgt-2906	270	19	satellite	satellite	NOUN
ajgt-2906	270	20	landsat	landsat	NOUN
ajgt-2906	270	21	8	8	NUM
ajgt-2906	270	22	-	-	PUNCT
ajgt-2906	270	23	oli	oli	NOUN
ajgt-2906	270	24	imagery	imagery	NOUN
ajgt-2906	270	25	and	and	CCONJ
ajgt-2906	270	26	machine	machine	NOUN
ajgt-2906	270	27	learning	learning	NOUN
ajgt-2906	270	28	models	model	NOUN
ajgt-2906	270	29	.	.	PUNCT
ajgt-2906	271	1	remote	remote	ADJ
ajgt-2906	271	2	sensing	sensing	NOUN
ajgt-2906	271	3	,	,	PUNCT
ajgt-2906	271	4	12(7	12(7	NUM
ajgt-2906	271	5	)	)	PUNCT
ajgt-2906	271	6	,	,	PUNCT
ajgt-2906	271	7	1225	1225	NUM
ajgt-2906	271	8	.	.	PUNCT
ajgt-2906	272	1	https://doi.org/10.3390/rs12071225	https://doi.org/10.3390/rs12071225	PROPN
ajgt-2906	272	2	bassy	bassy	NOUN
ajgt-2906	272	3	,	,	PUNCT
ajgt-2906	272	4	o.	o.	PROPN
ajgt-2906	272	5	(	(	PUNCT
ajgt-2906	272	6	2004	2004	NUM
ajgt-2906	272	7	)	)	PUNCT
ajgt-2906	272	8	.	.	PUNCT
ajgt-2906	273	1	nigeria	nigeria	PROPN
ajgt-2906	273	2	:	:	PUNCT
ajgt-2906	274	1	oil	oil	NOUN
ajgt-2906	274	2	spill	spill	NOUN
ajgt-2906	274	3	:	:	PUNCT
ajgt-2906	274	4	community	community	NOUN
ajgt-2906	274	5	cries	cry	VERB
ajgt-2906	274	6	out	out	ADP
ajgt-2906	274	7	.	.	PUNCT
ajgt-2906	275	1	this	this	DET
ajgt-2906	275	2	day	day	NOUN
ajgt-2906	275	3	.	.	PUNCT
ajgt-2906	276	1	all	all	DET
ajgt-2906	276	2	africa	africa	PROPN
ajgt-2906	276	3	.	.	PUNCT
ajgt-2906	277	1	dutsenwai	dutsenwai	PROPN
ajgt-2906	277	2	,	,	PUNCT
ajgt-2906	277	3	h.	h.	PROPN
ajgt-2906	277	4	s.	s.	PROPN
ajgt-2906	277	5	,	,	PUNCT
ajgt-2906	277	6	ahmad	ahmad	PROPN
ajgt-2906	277	7	,	,	PUNCT
ajgt-2906	277	8	b.	b.	PROPN
ajgt-2906	277	9	b.	b.	PROPN
ajgt-2906	277	10	,	,	PUNCT
ajgt-2906	277	11	tanko	tanko	PROPN
ajgt-2906	277	12	,	,	PUNCT
ajgt-2906	277	13	a.	a.	NOUN
ajgt-2906	277	14	i.	i.	PROPN
ajgt-2906	277	15	,	,	PUNCT
ajgt-2906	277	16	&	&	CCONJ
ajgt-2906	277	17	mijinyawa	mijinyawa	PROPN
ajgt-2906	277	18	,	,	PUNCT
ajgt-2906	277	19	a.	a.	NOUN
ajgt-2906	277	20	(	(	PUNCT
ajgt-2906	277	21	2017	2017	NUM
ajgt-2906	277	22	)	)	PUNCT
ajgt-2906	277	23	.	.	PUNCT
ajgt-2906	278	1	spatio	spatio	PROPN
ajgt-2906	278	2	-	-	PUNCT
ajgt-2906	278	3	temporal	temporal	ADJ
ajgt-2906	278	4	analysis	analysis	NOUN
ajgt-2906	278	5	of	of	ADP
ajgt-2906	278	6	vegetation	vegetation	NOUN
ajgt-2906	278	7	and	and	CCONJ
ajgt-2906	278	8	oil	oil	NOUN
ajgt-2906	278	9	spill	spill	NOUN
ajgt-2906	278	10	intensity	intensity	NOUN
ajgt-2906	278	11	in	in	ADP
ajgt-2906	278	12	ogoniland	ogoniland	PROPN
ajgt-2906	278	13	.	.	PUNCT
ajgt-2906	279	1	international	international	ADJ
ajgt-2906	279	2	journal	journal	PROPN
ajgt-2906	279	3	of	of	ADP
ajgt-2906	279	4	advanced	advanced	ADJ
ajgt-2906	279	5	and	and	CCONJ
ajgt-2906	279	6	applied	apply	VERB
ajgt-2906	279	7	sciences	science	NOUN
ajgt-2906	279	8	,	,	PUNCT
ajgt-2906	279	9	4	4	NUM
ajgt-2906	279	10	,	,	PUNCT
ajgt-2906	279	11	81	81	NUM
ajgt-2906	279	12	-	-	SYM
ajgt-2906	279	13	90	90	NUM
ajgt-2906	279	14	.	.	PUNCT
ajgt-2906	280	1	https://doi	https://doi	X
ajgt-2906	280	2	.	.	PUNCT
ajgt-2906	281	1	org/10.21833	org/10.21833	NUM
ajgt-2906	281	2	/	/	SYM
ajgt-2906	281	3	ijaas.2017.04.013	ijaas.2017.04.013	NOUN
ajgt-2906	281	4	ejiba	ejiba	PROPN
ajgt-2906	281	5	,	,	PUNCT
ajgt-2906	281	6	i.	i.	PROPN
ajgt-2906	281	7	v.	v.	PROPN
ajgt-2906	281	8	,	,	PUNCT
ajgt-2906	281	9	onya	onya	PROPN
ajgt-2906	281	10	,	,	PUNCT
ajgt-2906	281	11	s.	s.	PROPN
ajgt-2906	281	12	c.	c.	PROPN
ajgt-2906	281	13	,	,	PUNCT
ajgt-2906	281	14	&	&	CCONJ
ajgt-2906	281	15	adams	adams	PROPN
ajgt-2906	281	16	,	,	PUNCT
ajgt-2906	281	17	o.	o.	PROPN
ajgt-2906	281	18	k.	k.	PROPN
ajgt-2906	281	19	(	(	PUNCT
ajgt-2906	281	20	2016	2016	NUM
ajgt-2906	281	21	)	)	PUNCT
ajgt-2906	281	22	.	.	PUNCT
ajgt-2906	282	1	impact	impact	NOUN
ajgt-2906	282	2	of	of	ADP
ajgt-2906	282	3	oil	oil	NOUN
ajgt-2906	282	4	pollution	pollution	NOUN
ajgt-2906	282	5	on	on	ADP
ajgt-2906	282	6	livelihood	livelihood	NOUN
ajgt-2906	282	7	:	:	PUNCT
ajgt-2906	282	8	evidence	evidence	NOUN
ajgt-2906	282	9	from	from	ADP
ajgt-2906	282	10	the	the	DET
ajgt-2906	282	11	niger	niger	PROPN
ajgt-2906	282	12	delta	delta	PROPN
ajgt-2906	282	13	region	region	NOUN
ajgt-2906	282	14	of	of	ADP
ajgt-2906	282	15	nigeria	nigeria	PROPN
ajgt-2906	282	16	.	.	PUNCT
ajgt-2906	283	1	journal	journal	PROPN
ajgt-2906	283	2	of	of	ADP
ajgt-2906	283	3	scientific	scientific	ADJ
ajgt-2906	283	4	research	research	NOUN
ajgt-2906	283	5	and	and	CCONJ
ajgt-2906	283	6	reports	report	NOUN
ajgt-2906	283	7	,	,	PUNCT
ajgt-2906	283	8	12(5	12(5	NUM
ajgt-2906	283	9	)	)	PUNCT
ajgt-2906	283	10	,	,	PUNCT
ajgt-2906	283	11	1–12	1–12	PROPN
ajgt-2906	283	12	.	.	PUNCT
ajgt-2906	284	1	eludoyin	eludoyin	PROPN
ajgt-2906	284	2	,	,	PUNCT
ajgt-2906	284	3	o.	o.	PROPN
ajgt-2906	284	4	s.	s.	PROPN
ajgt-2906	284	5	,	,	PUNCT
ajgt-2906	284	6	wokocha	wokocha	PROPN
ajgt-2906	284	7	,	,	PUNCT
ajgt-2906	284	8	c.	c.	PROPN
ajgt-2906	284	9	c.	c.	PROPN
ajgt-2906	284	10	,	,	PUNCT
ajgt-2906	284	11	&	&	CCONJ
ajgt-2906	284	12	ayolagha	ayolagha	PROPN
ajgt-2906	284	13	,	,	PUNCT
ajgt-2906	284	14	g.	g.	PROPN
ajgt-2906	284	15	a.	a.	PROPN
ajgt-2906	284	16	(	(	PUNCT
ajgt-2906	284	17	2011	2011	NUM
ajgt-2906	284	18	)	)	PUNCT
ajgt-2906	284	19	.	.	PUNCT
ajgt-2906	285	1	gis	gis	PROPN
ajgt-2906	285	2	assessment	assessment	NOUN
ajgt-2906	285	3	of	of	ADP
ajgt-2906	285	4	land	land	NOUN
ajgt-2906	285	5	use	use	NOUN
ajgt-2906	285	6	and	and	CCONJ
ajgt-2906	285	7	land	land	NOUN
ajgt-2906	285	8	cover	cover	NOUN
ajgt-2906	285	9	changes	change	NOUN
ajgt-2906	285	10	in	in	ADP
ajgt-2906	285	11	obio	obio	ADV
ajgt-2906	285	12	/	/	SYM
ajgt-2906	285	13	akpor	akpor	ADJ
ajgt-2906	285	14	l.g.a	l.g.a	NOUN
ajgt-2906	285	15	.	.	PUNCT
ajgt-2906	285	16	,	,	PUNCT
ajgt-2906	285	17	rivers	river	NOUN
ajgt-2906	285	18	state	state	PROPN
ajgt-2906	285	19	,	,	PUNCT
ajgt-2906	285	20	nigeria	nigeria	PROPN
ajgt-2906	285	21	.	.	PUNCT
ajgt-2906	286	1	grema	grema	PROPN
ajgt-2906	286	2	,	,	PUNCT
ajgt-2906	286	3	m.	m.	NOUN
ajgt-2906	286	4	,	,	PUNCT
ajgt-2906	286	5	allamin	allamin	PROPN
ajgt-2906	286	6	,	,	PUNCT
ajgt-2906	286	7	i.	i.	PROPN
ajgt-2906	286	8	,	,	PUNCT
ajgt-2906	286	9	bukar	bukar	PROPN
ajgt-2906	286	10	,	,	PUNCT
ajgt-2906	286	11	u.	u.	PROPN
ajgt-2906	286	12	,	,	PUNCT
ajgt-2906	286	13	yusuf	yusuf	PROPN
ajgt-2906	286	14	,	,	PUNCT
ajgt-2906	286	15	f.	f.	PROPN
ajgt-2906	286	16	a.	a.	PROPN
ajgt-2906	286	17	,	,	PUNCT
ajgt-2906	286	18	&	&	CCONJ
ajgt-2906	286	19	ismail	ismail	PROPN
ajgt-2906	286	20	,	,	PUNCT
ajgt-2906	286	21	h.	h.	PROPN
ajgt-2906	286	22	(	(	PUNCT
ajgt-2906	286	23	2023	2023	NUM
ajgt-2906	286	24	)	)	PUNCT
ajgt-2906	286	25	.	.	PUNCT
ajgt-2906	287	1	petroleum	petroleum	NOUN
ajgt-2906	287	2	hydrocarbon	hydrocarbon	NOUN
ajgt-2906	287	3	contamination	contamination	NOUN
ajgt-2906	287	4	:	:	PUNCT
ajgt-2906	287	5	its	its	PRON
ajgt-2906	287	6	effects	effect	NOUN
ajgt-2906	287	7	and	and	CCONJ
ajgt-2906	287	8	treatment	treatment	NOUN
ajgt-2906	287	9	approaches	approach	VERB
ajgt-2906	287	10	a	a	DET
ajgt-2906	287	11	mini	mini	ADJ
ajgt-2906	287	12	review	review	NOUN
ajgt-2906	287	13	.	.	PUNCT
ajgt-2906	288	1	arid	arid	PROPN
ajgt-2906	288	2	zone	zone	PROPN
ajgt-2906	288	3	journal	journal	NOUN
ajgt-2906	288	4	of	of	ADP
ajgt-2906	288	5	basic	basic	ADJ
ajgt-2906	288	6	and	and	CCONJ
ajgt-2906	288	7	applied	applied	ADJ
ajgt-2906	288	8	research	research	NOUN
ajgt-2906	288	9	,	,	PUNCT
ajgt-2906	288	10	1	1	NUM
ajgt-2906	288	11	,	,	PUNCT
ajgt-2906	288	12	81	81	NUM
ajgt-2906	288	13	-	-	SYM
ajgt-2906	288	14	93	93	NUM
ajgt-2906	288	15	.	.	PUNCT
ajgt-2906	289	1	ivanov	ivanov	PROPN
ajgt-2906	289	2	,	,	PUNCT
ajgt-2906	289	3	a.	a.	NOUN
ajgt-2906	289	4	y.	y.	PROPN
ajgt-2906	289	5	,	,	PUNCT
ajgt-2906	289	6	&	&	CCONJ
ajgt-2906	289	7	zatyagalova	zatyagalova	PROPN
ajgt-2906	289	8	,	,	PUNCT
ajgt-2906	289	9	v.	v.	PROPN
ajgt-2906	289	10	v.	v.	PROPN
ajgt-2906	289	11	(	(	PUNCT
ajgt-2906	289	12	2014	2014	NUM
ajgt-2906	289	13	)	)	PUNCT
ajgt-2906	289	14	.	.	PUNCT
ajgt-2906	290	1	a	a	DET
ajgt-2906	290	2	gis	gis	NOUN
ajgt-2906	290	3	approach	approach	NOUN
ajgt-2906	290	4	to	to	ADP
ajgt-2906	290	5	mapping	map	VERB
ajgt-2906	290	6	oil	oil	NOUN
ajgt-2906	290	7	spills	spill	NOUN
ajgt-2906	290	8	in	in	ADP
ajgt-2906	290	9	the	the	DET
ajgt-2906	290	10	marine	marine	ADJ
ajgt-2906	290	11	environment	environment	NOUN
ajgt-2906	290	12	.	.	PUNCT
ajgt-2906	291	1	retrieved	retrieve	VERB
ajgt-2906	291	2	from	from	ADP
ajgt-2906	291	3	https://www.researchgate.net/	https://www.researchgate.net/	NOUN
ajgt-2906	291	4	publication/241531967	publication/241531967	PROPN
ajgt-2906	291	5	menegbo	menegbo	PROPN
ajgt-2906	291	6	,	,	PUNCT
ajgt-2906	291	7	e.m	e.m	PROPN
ajgt-2906	291	8	.	.	PROPN
ajgt-2906	291	9	(	(	PUNCT
ajgt-2906	291	10	2022	2022	NUM
ajgt-2906	291	11	)	)	PUNCT
ajgt-2906	291	12	.	.	PUNCT
ajgt-2906	292	1	monitoring	monitor	VERB
ajgt-2906	292	2	land	land	NOUN
ajgt-2906	292	3	cover	cover	NOUN
ajgt-2906	292	4	change	change	NOUN
ajgt-2906	292	5	pa	pa	PROPN
ajgt-2906	292	6	ge	ge	PROPN
ajgt-2906	292	7	68	68	NUM
ajgt-2906	292	8	https://journals.e-palli.com/home/index.php/ajgt	https://journals.e-palli.com/home/index.php/ajgt	PROPN
ajgt-2906	292	9	am	am	NOUN
ajgt-2906	292	10	.	.	PUNCT
ajgt-2906	293	1	j.	j.	PROPN
ajgt-2906	293	2	geo	geo	PROPN
ajgt-2906	293	3	spat	spat	PROPN
ajgt-2906	293	4	.	.	PUNCT
ajgt-2906	294	1	technol	technol	PROPN
ajgt-2906	294	2	.	.	PUNCT
ajgt-2906	295	1	3(1	3(1	NUM
ajgt-2906	295	2	)	)	PUNCT
ajgt-2906	296	1	51	51	NUM
ajgt-2906	296	2	-	-	SYM
ajgt-2906	296	3	68	68	NUM
ajgt-2906	296	4	,	,	PUNCT
ajgt-2906	296	5	2024	2024	NUM
ajgt-2906	296	6	and	and	CCONJ
ajgt-2906	296	7	population	population	NOUN
ajgt-2906	296	8	growth	growth	NOUN
ajgt-2906	296	9	:	:	PUNCT
ajgt-2906	296	10	a	a	DET
ajgt-2906	296	11	study	study	NOUN
ajgt-2906	296	12	case	case	NOUN
ajgt-2906	296	13	of	of	ADP
ajgt-2906	296	14	obio/	obio/	NUM
ajgt-2906	296	15	akpor	akpor	ADJ
ajgt-2906	296	16	local	local	ADJ
ajgt-2906	296	17	government	government	NOUN
ajgt-2906	296	18	area	area	NOUN
ajgt-2906	296	19	,	,	PUNCT
ajgt-2906	296	20	nigeria	nigeria	PROPN
ajgt-2906	296	21	.	.	PUNCT
ajgt-2906	297	1	(	(	PUNCT
ajgt-2906	297	2	2022	2022	NUM
ajgt-2906	297	3	)	)	PUNCT
ajgt-2906	297	4	international	international	ADJ
ajgt-2906	297	5	journal	journal	NOUN
ajgt-2906	297	6	of	of	ADP
ajgt-2906	297	7	physical	physical	ADJ
ajgt-2906	297	8	research,10(1	research,10(1	PROPN
ajgt-2906	297	9	)	)	PUNCT
ajgt-2906	297	10	63	63	NUM
ajgt-2906	297	11	-	-	SYM
ajgt-2906	297	12	67	67	NUM
ajgt-2906	297	13	mohamadi	mohamadi	NOUN
ajgt-2906	297	14	,	,	PUNCT
ajgt-2906	297	15	b.	b.	PROPN
ajgt-2906	297	16	,	,	PUNCT
ajgt-2906	297	17	liu	liu	PROPN
ajgt-2906	297	18	,	,	PUNCT
ajgt-2906	297	19	f.	f.	PROPN
ajgt-2906	297	20	&	&	CCONJ
ajgt-2906	297	21	xie	xie	PROPN
ajgt-2906	297	22	,	,	PUNCT
ajgt-2906	297	23	z.	z.	PROPN
ajgt-2906	297	24	(	(	PUNCT
ajgt-2906	297	25	2016	2016	NUM
ajgt-2906	297	26	)	)	PUNCT
ajgt-2906	297	27	.	.	PUNCT
ajgt-2906	298	1	oil	oil	NOUN
ajgt-2906	298	2	spill	spill	NOUN
ajgt-2906	298	3	influence	influence	NOUN
ajgt-2906	298	4	on	on	ADP
ajgt-2906	298	5	vegetation	vegetation	NOUN
ajgt-2906	298	6	in	in	ADP
ajgt-2906	298	7	nigeria	nigeria	PROPN
ajgt-2906	298	8	and	and	CCONJ
ajgt-2906	298	9	its	its	PRON
ajgt-2906	298	10	determinants	determinant	NOUN
ajgt-2906	298	11	.	.	PUNCT
ajgt-2906	299	1	polish	polish	PROPN
ajgt-2906	299	2	journal	journal	PROPN
ajgt-2906	299	3	of	of	ADP
ajgt-2906	299	4	environmental	environmental	ADJ
ajgt-2906	299	5	studies	study	NOUN
ajgt-2906	299	6	,	,	PUNCT
ajgt-2906	299	7	25	25	NUM
ajgt-2906	299	8	.	.	PUNCT
ajgt-2906	300	1	10.15244/	10.15244/	NUM
ajgt-2906	300	2	pjoes/63666	pjoes/63666	NOUN
ajgt-2906	300	3	.	.	PUNCT
ajgt-2906	301	1	naku	naku	PROPN
ajgt-2906	301	2	,	,	PUNCT
ajgt-2906	301	3	d.	d.	PROPN
ajgt-2906	301	4	(	(	PUNCT
ajgt-2906	301	5	2020	2020	NUM
ajgt-2906	301	6	)	)	PUNCT
ajgt-2906	301	7	.	.	PUNCT
ajgt-2906	302	1	oil	oil	NOUN
ajgt-2906	302	2	spill	spill	NOUN
ajgt-2906	302	3	pollutes	pollute	VERB
ajgt-2906	302	4	rivers	river	NOUN
ajgt-2906	302	5	community	community	NOUN
ajgt-2906	302	6	,	,	PUNCT
ajgt-2906	302	7	govt	govt	PROPN
ajgt-2906	302	8	.	.	PUNCT
ajgt-2906	303	1	warns	warn	VERB
ajgt-2906	303	2	residents	resident	NOUN
ajgt-2906	303	3	.	.	PUNCT
ajgt-2906	304	1	punch	punch	NOUN
ajgt-2906	304	2	newspaper	newspaper	NOUN
ajgt-2906	304	3	.	.	PUNCT
ajgt-2906	305	1	okwakpam	okwakpam	PROPN
ajgt-2906	305	2	,	,	PUNCT
ajgt-2906	305	3	i.	i.	PROPN
ajgt-2906	305	4	,	,	PUNCT
ajgt-2906	305	5	&	&	CCONJ
ajgt-2906	305	6	augustine	augustine	PROPN
ajgt-2906	305	7	c.	c.	PROPN
ajgt-2906	305	8	o.	o.	PROPN
ajgt-2906	305	9	(	(	PUNCT
ajgt-2906	305	10	2019	2019	NUM
ajgt-2906	305	11	)	)	PUNCT
ajgt-2906	305	12	.	.	PUNCT
ajgt-2906	306	1	spatial	spatial	ADJ
ajgt-2906	306	2	developments	development	NOUN
ajgt-2906	306	3	and	and	CCONJ
ajgt-2906	306	4	variations	variation	NOUN
ajgt-2906	306	5	in	in	ADP
ajgt-2906	306	6	wetland	wetland	NOUN
ajgt-2906	306	7	loss	loss	NOUN
ajgt-2906	306	8	in	in	ADP
ajgt-2906	306	9	obio	obio	ADV
ajgt-2906	306	10	/	/	SYM
ajgt-2906	306	11	akpor	akpor	ADJ
ajgt-2906	306	12	local	local	ADJ
ajgt-2906	306	13	government	government	NOUN
ajgt-2906	306	14	area	area	NOUN
ajgt-2906	306	15	,	,	PUNCT
ajgt-2906	306	16	rivers	river	NOUN
ajgt-2906	306	17	state	state	NOUN
ajgt-2906	306	18	:	:	PUNCT
ajgt-2906	306	19	1987	1987	NUM
ajgt-2906	306	20	-	-	SYM
ajgt-2906	306	21	2017	2017	NUM
ajgt-2906	306	22	.	.	PUNCT
ajgt-2906	307	1	05	05	NUM
ajgt-2906	307	2	.	.	PUNCT
ajgt-2906	308	1	97	97	NUM
ajgt-2906	308	2	-	-	SYM
ajgt-2906	308	3	112	112	NUM
ajgt-2906	308	4	.	.	PUNCT
ajgt-2906	309	1	park	park	NOUN
ajgt-2906	309	2	,	,	PUNCT
ajgt-2906	309	3	y.	y.	PROPN
ajgt-2906	309	4	s.	s.	PROPN
ajgt-2906	309	5	,	,	PUNCT
ajgt-2906	309	6	al	al	PROPN
ajgt-2906	309	7	-	-	PUNCT
ajgt-2906	309	8	qublan	qublan	PROPN
ajgt-2906	309	9	,	,	PUNCT
ajgt-2906	309	10	h.	h.	PROPN
ajgt-2906	309	11	,	,	PUNCT
ajgt-2906	309	12	lee	lee	PROPN
ajgt-2906	309	13	,	,	PUNCT
ajgt-2906	309	14	e.	e.	PROPN
ajgt-2906	309	15	,	,	PUNCT
ajgt-2906	309	16	&	&	CCONJ
ajgt-2906	309	17	egilmez	egilmez	PROPN
ajgt-2906	309	18	,	,	PUNCT
ajgt-2906	309	19	g.	g.	PROPN
ajgt-2906	309	20	(	(	PUNCT
ajgt-2906	309	21	2016	2016	NUM
ajgt-2906	309	22	)	)	PUNCT
ajgt-2906	309	23	.	.	PUNCT
ajgt-2906	310	1	interactive	interactive	ADJ
ajgt-2906	310	2	spatiotemporal	spatiotemporal	ADJ
ajgt-2906	310	3	analysis	analysis	NOUN
ajgt-2906	310	4	of	of	ADP
ajgt-2906	310	5	oil	oil	NOUN
ajgt-2906	310	6	spills	spill	NOUN
ajgt-2906	310	7	using	use	VERB
ajgt-2906	310	8	comap	comap	NOUN
ajgt-2906	310	9	in	in	ADP
ajgt-2906	310	10	north	north	PROPN
ajgt-2906	310	11	dakota	dakota	PROPN
ajgt-2906	310	12	.	.	PUNCT
ajgt-2906	311	1	informatics	informatic	NOUN
ajgt-2906	311	2	,	,	PUNCT
ajgt-2906	311	3	3(4	3(4	NUM
ajgt-2906	311	4	)	)	PUNCT
ajgt-2906	311	5	,	,	PUNCT
ajgt-2906	311	6	1	1	NUM
ajgt-2906	311	7	-	-	SYM
ajgt-2906	311	8	14	14	NUM
ajgt-2906	311	9	.	.	PUNCT
ajgt-2906	312	1	https://doi.org/10.3390/informatics3020004	https://doi.org/10.3390/informatics3020004	NOUN
ajgt-2906	312	2	rajendran	rajendran	NOUN
ajgt-2906	312	3	,	,	PUNCT
ajgt-2906	312	4	s.	s.	PROPN
ajgt-2906	312	5	,	,	PUNCT
ajgt-2906	312	6	&	&	CCONJ
ajgt-2906	312	7	fahad	fahad	PROPN
ajgt-2906	312	8	,	,	PUNCT
ajgt-2906	312	9	a.	a.	PROPN
ajgt-2906	312	10	s.	s.	PROPN
ajgt-2906	312	11	,	,	PUNCT
ajgt-2906	312	12	sadooni	sadooni	ADJ
ajgt-2906	312	13	,	,	PUNCT
ajgt-2906	312	14	f.	f.	PROPN
ajgt-2906	312	15	,	,	PUNCT
ajgt-2906	312	16	al	al	PROPN
ajgt-2906	312	17	-	-	PUNCT
ajgt-2906	312	18	kuwari	kuwari	PROPN
ajgt-2906	312	19	,	,	PUNCT
ajgt-2906	312	20	h.	h.	PROPN
ajgt-2906	312	21	a.-s	a.-s	PROPN
ajgt-2906	312	22	.	.	PUNCT
ajgt-2906	312	23	,	,	PUNCT
ajgt-2906	312	24	al	al	PROPN
ajgt-2906	312	25	-	-	PUNCT
ajgt-2906	312	26	khayat	khayat	PROPN
ajgt-2906	312	27	,	,	PUNCT
ajgt-2906	312	28	j.	j.	PROPN
ajgt-2906	312	29	,	,	PUNCT
ajgt-2906	312	30	&	&	CCONJ
ajgt-2906	312	31	govil	govil	PROPN
ajgt-2906	312	32	,	,	PUNCT
ajgt-2906	312	33	h.	h.	PROPN
ajgt-2906	312	34	,	,	PUNCT
ajgt-2906	312	35	et	et	PROPN
ajgt-2906	312	36	al	al	PROPN
ajgt-2906	312	37	.	.	PROPN
ajgt-2906	312	38	(	(	PUNCT
ajgt-2906	312	39	2021	2021	NUM
ajgt-2906	312	40	)	)	PUNCT
ajgt-2906	312	41	.	.	PUNCT
ajgt-2906	313	1	oil	oil	NOUN
ajgt-2906	313	2	spill	spill	NOUN
ajgt-2906	313	3	index	index	NOUN
ajgt-2906	313	4	(	(	PUNCT
ajgt-2906	313	5	osi	osi	PROPN
ajgt-2906	313	6	)	)	PUNCT
ajgt-2906	313	7	to	to	PART
ajgt-2906	313	8	sentinel-2	sentinel-2	ADJ
ajgt-2906	313	9	satellite	satellite	NOUN
ajgt-2906	313	10	data	datum	NOUN
ajgt-2906	313	11	:	:	PUNCT
ajgt-2906	313	12	qu	qu	PROPN
ajgt-2906	313	13	in	in	ADP
ajgt-2906	313	14	international	international	ADJ
ajgt-2906	313	15	contribution	contribution	NOUN
ajgt-2906	313	16	.	.	PUNCT
ajgt-2906	314	1	qatar	qatar	PROPN
ajgt-2906	314	2	university	university	PROPN
ajgt-2906	314	3	research	research	PROPN
ajgt-2906	314	4	forum	forum	PROPN
ajgt-2906	314	5	,	,	PUNCT
ajgt-2906	314	6	2021(1	2021(1	NUM
ajgt-2906	314	7	)	)	PUNCT
ajgt-2906	314	8	,	,	PUNCT
ajgt-2906	314	9	20	20	NUM
ajgt-2906	314	10	-	-	SYM
ajgt-2906	314	11	20	20	NUM
ajgt-2906	314	12	.	.	PUNCT
ajgt-2906	315	1	https://doi.org/10.29117/	https://doi.org/10.29117/	PROPN
ajgt-2906	315	2	quarfe.2021.0020	quarfe.2021.0020	PROPN
ajgt-2906	315	3	saaty	saaty	NOUN
ajgt-2906	315	4	,	,	PUNCT
ajgt-2906	315	5	t.	t.	PROPN
ajgt-2906	315	6	l.	l.	PROPN
ajgt-2906	315	7	(	(	PUNCT
ajgt-2906	315	8	1980	1980	NUM
ajgt-2906	315	9	)	)	PUNCT
ajgt-2906	315	10	.	.	PUNCT
ajgt-2906	316	1	the	the	DET
ajgt-2906	316	2	analytic	analytic	ADJ
ajgt-2906	316	3	hierarchy	hierarchy	NOUN
ajgt-2906	316	4	process	process	NOUN
ajgt-2906	316	5	.	.	PUNCT
ajgt-2906	317	1	mcgraw	mcgraw	PROPN
ajgt-2906	317	2	-	-	PUNCT
ajgt-2906	317	3	hill	hill	PROPN
ajgt-2906	317	4	.	.	PUNCT
ajgt-2906	318	1	saaty	saaty	NOUN
ajgt-2906	318	2	,	,	PUNCT
ajgt-2906	318	3	t.	t.	PROPN
ajgt-2906	318	4	l.	l.	PROPN
ajgt-2906	318	5	(	(	PUNCT
ajgt-2906	318	6	1988	1988	NUM
ajgt-2906	318	7	)	)	PUNCT
ajgt-2906	318	8	.	.	PUNCT
ajgt-2906	319	1	what	what	PRON
ajgt-2906	319	2	is	be	AUX
ajgt-2906	319	3	the	the	DET
ajgt-2906	319	4	analytic	analytic	ADJ
ajgt-2906	319	5	hierarchy	hierarchy	NOUN
ajgt-2906	319	6	process	process	NOUN
ajgt-2906	319	7	?	?	PUNCT
ajgt-2906	320	1	in	in	ADP
ajgt-2906	320	2	mathematical	mathematical	ADJ
ajgt-2906	320	3	models	model	NOUN
ajgt-2906	320	4	for	for	ADP
ajgt-2906	320	5	decision	decision	NOUN
ajgt-2906	320	6	support	support	NOUN
ajgt-2906	320	7	(	(	PUNCT
ajgt-2906	320	8	pp	pp	ADJ
ajgt-2906	320	9	.	.	PUNCT
ajgt-2906	321	1	109–121	109–121	NUM
ajgt-2906	321	2	)	)	PUNCT
ajgt-2906	321	3	.	.	PUNCT
ajgt-2906	322	1	springer	springer	NOUN
ajgt-2906	322	2	.	.	PUNCT
ajgt-2906	323	1	sephton	sephton	PROPN
ajgt-2906	323	2	,	,	PUNCT
ajgt-2906	323	3	a.	a.	PROPN
ajgt-2906	323	4	s.	s.	PROPN
ajgt-2906	323	5	,	,	PUNCT
ajgt-2906	323	6	&	&	CCONJ
ajgt-2906	323	7	hazen	hazen	PROPN
ajgt-2906	323	8	,	,	PUNCT
ajgt-2906	323	9	r.	r.	PROPN
ajgt-2906	323	10	m.	m.	PROPN
ajgt-2906	323	11	(	(	PUNCT
ajgt-2906	323	12	2013	2013	NUM
ajgt-2906	323	13	)	)	PUNCT
ajgt-2906	323	14	.	.	PUNCT
ajgt-2906	324	1	the	the	DET
ajgt-2906	324	2	origin	origin	NOUN
ajgt-2906	324	3	of	of	ADP
ajgt-2906	324	4	deep	deep	ADJ
ajgt-2906	324	5	hydrocarbons	hydrocarbon	NOUN
ajgt-2906	324	6	.	.	PUNCT
ajgt-2906	325	1	reviews	review	NOUN
ajgt-2906	325	2	in	in	ADP
ajgt-2906	325	3	mineralogy	mineralogy	NOUN
ajgt-2906	325	4	&	&	CCONJ
ajgt-2906	325	5	geochemistry	geochemistry	NOUN
ajgt-2906	325	6	,	,	PUNCT
ajgt-2906	325	7	75	75	NUM
ajgt-2906	325	8	,	,	PUNCT
ajgt-2906	325	9	449	449	NUM
ajgt-2906	325	10	-	-	SYM
ajgt-2906	325	11	465	465	NUM
ajgt-2906	325	12	.	.	PUNCT
ajgt-2906	326	1	udoma	udoma	NOUN
ajgt-2906	326	2	,	,	PUNCT
ajgt-2906	326	3	m.	m.	NOUN
ajgt-2906	326	4	(	(	PUNCT
ajgt-2906	326	5	2019	2019	NUM
ajgt-2906	326	6	)	)	PUNCT
ajgt-2906	326	7	.	.	PUNCT
ajgt-2906	327	1	spdc	spdc	PROPN
ajgt-2906	327	2	moves	move	NOUN
ajgt-2906	327	3	to	to	PART
ajgt-2906	327	4	recover	recover	VERB
ajgt-2906	327	5	spilled	spill	VERB
ajgt-2906	327	6	crude	crude	NOUN
ajgt-2906	327	7	in	in	ADP
ajgt-2906	327	8	rivers	river	NOUN
ajgt-2906	327	9	state	state	NOUN
ajgt-2906	327	10	.	.	PUNCT
ajgt-2906	328	1	sweet	sweet	ADJ
ajgt-2906	328	2	crude	crude	ADJ
ajgt-2906	328	3	reports	report	NOUN
ajgt-2906	328	4	.	.	PUNCT
ajgt-2906	329	1	whanda	whanda	PROPN
ajgt-2906	329	2	,	,	PUNCT
ajgt-2906	329	3	s.	s.	PROPN
ajgt-2906	329	4	,	,	PUNCT
ajgt-2906	329	5	adekola	adekola	PROPN
ajgt-2906	329	6	,	,	PUNCT
ajgt-2906	329	7	o.	o.	PROPN
ajgt-2906	329	8	,	,	PUNCT
ajgt-2906	329	9	adamu	adamu	PROPN
ajgt-2906	329	10	,	,	PUNCT
ajgt-2906	329	11	b.	b.	PROPN
ajgt-2906	329	12	,	,	PUNCT
ajgt-2906	329	13	yahaya	yahaya	PROPN
ajgt-2906	329	14	,	,	PUNCT
ajgt-2906	329	15	s.	s.	PROPN
ajgt-2906	329	16	,	,	PUNCT
ajgt-2906	329	17	&	&	CCONJ
ajgt-2906	329	18	pandey	pandey	PROPN
ajgt-2906	329	19	,	,	PUNCT
ajgt-2906	329	20	p.	p.	NOUN
ajgt-2906	329	21	(	(	PUNCT
ajgt-2906	329	22	2016	2016	NUM
ajgt-2906	329	23	)	)	PUNCT
ajgt-2906	329	24	.	.	PUNCT
ajgt-2906	330	1	geo	geo	PROPN
ajgt-2906	330	2	-	-	PUNCT
ajgt-2906	330	3	spatial	spatial	ADJ
ajgt-2906	330	4	analysis	analysis	NOUN
ajgt-2906	330	5	of	of	ADP
ajgt-2906	330	6	oil	oil	NOUN
ajgt-2906	330	7	spill	spill	NOUN
ajgt-2906	330	8	distribution	distribution	NOUN
ajgt-2906	330	9	and	and	CCONJ
ajgt-2906	330	10	susceptibility	susceptibility	NOUN
ajgt-2906	330	11	in	in	ADP
ajgt-2906	330	12	the	the	DET
ajgt-2906	330	13	niger	niger	PROPN
ajgt-2906	330	14	delta	delta	PROPN
ajgt-2906	330	15	region	region	NOUN
ajgt-2906	330	16	of	of	ADP
ajgt-2906	330	17	nigeria	nigeria	PROPN
ajgt-2906	330	18	.	.	PUNCT
ajgt-2906	331	1	journal	journal	PROPN
ajgt-2906	331	2	of	of	ADP
ajgt-2906	331	3	geographic	geographic	ADJ
ajgt-2906	331	4	information	information	NOUN
ajgt-2906	331	5	system	system	NOUN
ajgt-2906	331	6	,	,	PUNCT
ajgt-2906	331	7	8	8	NUM
ajgt-2906	331	8	,	,	PUNCT
ajgt-2906	331	9	438456	438456	NUM
ajgt-2906	331	10	.	.	PUNCT
ajgt-2906	332	1	https://doi.org/10.4236/jgis.2016.84037	https://doi.org/10.4236/jgis.2016.84037	PROPN