id	sid	tid	token	lemma	pos
arees-2175	1	1	72	72	NUM
arees-2175	1	2	©	©	PROPN
arees-2175	1	3	2020	2020	NUM
arees-2175	1	4	by	by	ADP
arees-2175	1	5	the	the	DET
arees-2175	1	6	authors	author	NOUN
arees-2175	1	7	;	;	PUNCT
arees-2175	1	8	licensee	licensee	PROPN
arees-2175	1	9	asian	asian	ADJ
arees-2175	1	10	online	online	PROPN
arees-2175	1	11	journal	journal	PROPN
arees-2175	1	12	publishing	publishing	NOUN
arees-2175	1	13	group	group	PROPN
arees-2175	1	14	asian	asian	PROPN
arees-2175	1	15	review	review	NOUN
arees-2175	1	16	of	of	ADP
arees-2175	1	17	environmental	environmental	ADJ
arees-2175	1	18	and	and	CCONJ
arees-2175	1	19	earth	earth	NOUN
arees-2175	1	20	sciences	sciences	PROPN
arees-2175	1	21	vol	vol	NOUN
arees-2175	1	22	.	.	PROPN
arees-2175	1	23	7	7	NUM
arees-2175	1	24	,	,	PUNCT
arees-2175	1	25	no	no	INTJ
arees-2175	1	26	.	.	NOUN
arees-2175	1	27	1	1	NUM
arees-2175	1	28	,	,	PUNCT
arees-2175	1	29	72	72	NUM
arees-2175	1	30	-	-	SYM
arees-2175	1	31	78	78	NUM
arees-2175	1	32	,	,	PUNCT
arees-2175	1	33	2020	2020	NUM
arees-2175	1	34	issn(e	issn(e	PROPN
arees-2175	1	35	)	)	PUNCT
arees-2175	1	36	2313	2313	NUM
arees-2175	1	37	-	-	SYM
arees-2175	1	38	8173	8173	NUM
arees-2175	1	39	/	/	SYM
arees-2175	1	40	issn(p	issn(p	PROPN
arees-2175	1	41	)	)	PUNCT
arees-2175	1	42	2518	2518	NUM
arees-2175	1	43	-	-	SYM
arees-2175	1	44	0134	0134	NUM
arees-2175	1	45	doi	doi	NOUN
arees-2175	1	46	:	:	PUNCT
arees-2175	1	47	10.20448	10.20448	NUM
arees-2175	1	48	/	/	SYM
arees-2175	1	49	journal.506.2020.71.72.78	journal.506.2020.71.72.78	PROPN
arees-2175	2	1	©	©	NOUN
arees-2175	2	2	2020	2020	NUM
arees-2175	2	3	by	by	ADP
arees-2175	2	4	the	the	DET
arees-2175	2	5	authors	author	NOUN
arees-2175	2	6	;	;	PUNCT
arees-2175	2	7	licensee	licensee	PROPN
arees-2175	2	8	asian	asian	ADJ
arees-2175	2	9	online	online	PROPN
arees-2175	2	10	journal	journal	PROPN
arees-2175	2	11	publishing	publishing	NOUN
arees-2175	2	12	group	group	NOUN
arees-2175	2	13	spatial	spatial	ADJ
arees-2175	2	14	analysis	analysis	NOUN
arees-2175	2	15	of	of	ADP
arees-2175	2	16	water	water	NOUN
arees-2175	2	17	quality	quality	NOUN
arees-2175	2	18	in	in	ADP
arees-2175	2	19	parts	part	NOUN
arees-2175	2	20	of	of	ADP
arees-2175	2	21	rivers	river	NOUN
arees-2175	2	22	niger	niger	PROPN
arees-2175	2	23	and	and	CCONJ
arees-2175	2	24	kaduna	kaduna	PROPN
arees-2175	2	25	catchments	catchment	NOUN
arees-2175	2	26	,	,	PUNCT
arees-2175	2	27	north	north	NOUN
arees-2175	2	28	central	central	ADJ
arees-2175	2	29	,	,	PUNCT
arees-2175	2	30	nigeria	nigeria	PROPN
arees-2175	2	31	idris	idris	PROPN
arees-2175	2	32	,	,	PUNCT
arees-2175	2	33	aliyu	aliyu	PROPN
arees-2175	2	34	ja’agi1	ja’agi1	PROPN
arees-2175	2	35	yahaya	yahaya	PROPN
arees-2175	2	36	,	,	PUNCT
arees-2175	2	37	t.	t.	PROPN
arees-2175	2	38	i.2	i.2	PROPN
arees-2175	2	39	abubakar	abubakar	PROPN
arees-2175	2	40	,	,	PUNCT
arees-2175	3	1	a.	a.	NOUN
arees-2175	3	2	s.3	s.3	NOUN
arees-2175	3	3	jigam	jigam	NOUN
arees-2175	3	4	,	,	PUNCT
arees-2175	4	1	a.	a.	NOUN
arees-2175	4	2	a.4	a.4	X
arees-2175	4	3	(	(	PUNCT
arees-2175	4	4			PROPN
arees-2175	4	5	corresponding	correspond	VERB
arees-2175	4	6	author	author	NOUN
arees-2175	4	7	)	)	PUNCT
arees-2175	4	8	1,2,3department	1,2,3department	NUM
arees-2175	4	9	of	of	ADP
arees-2175	4	10	geography	geography	NOUN
arees-2175	4	11	,	,	PUNCT
arees-2175	4	12	federal	federal	ADJ
arees-2175	4	13	university	university	PROPN
arees-2175	4	14	of	of	ADP
arees-2175	4	15	technology	technology	NOUN
arees-2175	4	16	minna	minna	NOUN
arees-2175	4	17	,	,	PUNCT
arees-2175	4	18	niger	niger	NOUN
arees-2175	4	19	state	state	NOUN
arees-2175	4	20	,	,	PUNCT
arees-2175	4	21	nigeria	nigeria	PROPN
arees-2175	4	22	.	.	PUNCT
arees-2175	5	1	4department	4department	NUM
arees-2175	5	2	of	of	ADP
arees-2175	5	3	biochemistry	biochemistry	NOUN
arees-2175	5	4	,	,	PUNCT
arees-2175	5	5	federal	federal	ADJ
arees-2175	5	6	university	university	PROPN
arees-2175	5	7	of	of	ADP
arees-2175	5	8	technology	technology	NOUN
arees-2175	5	9	minna	minna	NOUN
arees-2175	5	10	,	,	PUNCT
arees-2175	5	11	niger	niger	NOUN
arees-2175	5	12	state	state	NOUN
arees-2175	5	13	,	,	PUNCT
arees-2175	5	14	nigeria	nigeria	PROPN
arees-2175	5	15	.	.	PUNCT
arees-2175	6	1	abstract	abstract	ADV
arees-2175	6	2	it	it	PRON
arees-2175	6	3	is	be	AUX
arees-2175	6	4	understood	understand	VERB
arees-2175	6	5	that	that	SCONJ
arees-2175	6	6	human	human	ADJ
arees-2175	6	7	activities	activity	NOUN
arees-2175	6	8	have	have	AUX
arees-2175	6	9	continue	continue	VERB
arees-2175	6	10	to	to	PART
arees-2175	6	11	alter	alter	VERB
arees-2175	6	12	the	the	DET
arees-2175	6	13	physico	physico	NOUN
arees-2175	6	14	-	-	PUNCT
arees-2175	6	15	chemical	chemical	NOUN
arees-2175	6	16	patterns	pattern	NOUN
arees-2175	6	17	of	of	ADP
arees-2175	6	18	water	water	NOUN
arees-2175	6	19	and	and	CCONJ
arees-2175	6	20	it	it	PRON
arees-2175	6	21	’s	’	VERB
arees-2175	6	22	resources	resource	NOUN
arees-2175	6	23	,	,	PUNCT
arees-2175	6	24	which	which	PRON
arees-2175	6	25	has	have	AUX
arees-2175	6	26	resulted	result	VERB
arees-2175	6	27	into	into	ADP
arees-2175	6	28	poor	poor	ADJ
arees-2175	6	29	water	water	NOUN
arees-2175	6	30	quality	quality	NOUN
arees-2175	6	31	in	in	ADP
arees-2175	6	32	the	the	DET
arees-2175	6	33	study	study	NOUN
arees-2175	6	34	area	area	NOUN
arees-2175	6	35	.	.	PUNCT
arees-2175	7	1	as	as	SCONJ
arees-2175	7	2	comprehensive	comprehensive	ADJ
arees-2175	7	3	distribution	distribution	NOUN
arees-2175	7	4	of	of	ADP
arees-2175	7	5	water	water	NOUN
arees-2175	7	6	quality	quality	NOUN
arees-2175	7	7	parameters	parameter	NOUN
arees-2175	7	8	in	in	ADP
arees-2175	7	9	the	the	DET
arees-2175	7	10	study	study	NOUN
arees-2175	7	11	area	area	NOUN
arees-2175	7	12	is	be	AUX
arees-2175	7	13	of	of	ADP
arees-2175	7	14	great	great	ADJ
arees-2175	7	15	interest	interest	NOUN
arees-2175	7	16	,	,	PUNCT
arees-2175	7	17	there	there	PRON
arees-2175	7	18	exist	exist	VERB
arees-2175	7	19	a	a	DET
arees-2175	7	20	golden	golden	ADJ
arees-2175	7	21	opportunity	opportunity	NOUN
arees-2175	7	22	to	to	PART
arees-2175	7	23	consider	consider	VERB
arees-2175	7	24	a	a	DET
arees-2175	7	25	study	study	NOUN
arees-2175	7	26	with	with	ADP
arees-2175	7	27	gis	gis	PROPN
arees-2175	7	28	aided	aid	VERB
arees-2175	7	29	spatial	spatial	ADJ
arees-2175	7	30	coverage	coverage	NOUN
arees-2175	7	31	beyond	beyond	ADP
arees-2175	7	32	laboratory	laboratory	NOUN
arees-2175	7	33	analytical	analytical	ADJ
arees-2175	7	34	dimensions	dimension	NOUN
arees-2175	7	35	.	.	PUNCT
arees-2175	8	1	thus	thus	ADV
arees-2175	8	2	,	,	PUNCT
arees-2175	8	3	a	a	DET
arees-2175	8	4	total	total	NOUN
arees-2175	8	5	of	of	ADP
arees-2175	8	6	thirty	thirty	NUM
arees-2175	8	7	two	two	NUM
arees-2175	8	8	(	(	PUNCT
arees-2175	8	9	32	32	NUM
arees-2175	8	10	)	)	PUNCT
arees-2175	8	11	samples	sample	NOUN
arees-2175	8	12	of	of	ADP
arees-2175	8	13	water	water	NOUN
arees-2175	8	14	and	and	CCONJ
arees-2175	8	15	sediment	sediment	NOUN
arees-2175	8	16	were	be	AUX
arees-2175	8	17	collected	collect	VERB
arees-2175	8	18	during	during	ADP
arees-2175	8	19	rainy	rainy	ADJ
arees-2175	8	20	and	and	CCONJ
arees-2175	8	21	dry	dry	ADJ
arees-2175	8	22	season	season	NOUN
arees-2175	8	23	for	for	ADP
arees-2175	8	24	physico	physico	NOUN
arees-2175	8	25	-	-	PUNCT
arees-2175	8	26	chemical	chemical	NOUN
arees-2175	8	27	analysis	analysis	NOUN
arees-2175	8	28	.	.	PUNCT
arees-2175	9	1	water	water	NOUN
arees-2175	9	2	samples	sample	NOUN
arees-2175	9	3	collected	collect	VERB
arees-2175	9	4	were	be	AUX
arees-2175	9	5	analysed	analyse	VERB
arees-2175	9	6	in	in	ADP
arees-2175	9	7	situ	situ	NOUN
arees-2175	9	8	for	for	ADP
arees-2175	9	9	seven	seven	NUM
arees-2175	9	10	(	(	PUNCT
arees-2175	9	11	7	7	NUM
arees-2175	9	12	)	)	PUNCT
arees-2175	9	13	parameters	parameter	NOUN
arees-2175	9	14	using	use	VERB
arees-2175	9	15	hanna	hanna	PROPN
arees-2175	9	16	multiparameter	multiparameter	NOUN
arees-2175	9	17	analyser	analyser	NOUN
arees-2175	9	18	and	and	CCONJ
arees-2175	9	19	eight	eight	NUM
arees-2175	9	20	(	(	PUNCT
arees-2175	9	21	8)	8)	NUM
arees-2175	9	22	other	other	ADJ
arees-2175	9	23	parameters	parameter	NOUN
arees-2175	9	24	were	be	AUX
arees-2175	9	25	analysed	analyse	VERB
arees-2175	9	26	in	in	ADP
arees-2175	9	27	the	the	DET
arees-2175	9	28	analytical	analytical	ADJ
arees-2175	9	29	laboratory	laboratory	NOUN
arees-2175	9	30	following	follow	VERB
arees-2175	9	31	standard	standard	ADJ
arees-2175	9	32	methods	method	NOUN
arees-2175	9	33	.	.	PUNCT
arees-2175	10	1	the	the	DET
arees-2175	10	2	finding	finding	NOUN
arees-2175	10	3	revealed	reveal	VERB
arees-2175	10	4	a	a	DET
arees-2175	10	5	significant	significant	ADJ
arees-2175	10	6	number	number	NOUN
arees-2175	10	7	of	of	ADP
arees-2175	10	8	parameters	parameter	NOUN
arees-2175	10	9	analysed	analyse	VERB
arees-2175	10	10	were	be	AUX
arees-2175	10	11	beyond	beyond	ADP
arees-2175	10	12	regulatory	regulatory	ADJ
arees-2175	10	13	limits	limit	NOUN
arees-2175	10	14	.	.	PUNCT
arees-2175	11	1	it	it	PRON
arees-2175	11	2	is	be	AUX
arees-2175	11	3	hence	hence	ADV
arees-2175	11	4	recommended	recommend	VERB
arees-2175	11	5	that	that	SCONJ
arees-2175	11	6	visible	visible	ADJ
arees-2175	11	7	policies	policy	NOUN
arees-2175	11	8	aimed	aim	VERB
arees-2175	11	9	at	at	ADP
arees-2175	11	10	ensuring	ensure	VERB
arees-2175	11	11	good	good	ADJ
arees-2175	11	12	water	water	NOUN
arees-2175	11	13	quality	quality	NOUN
arees-2175	11	14	in	in	ADP
arees-2175	11	15	the	the	DET
arees-2175	11	16	study	study	NOUN
arees-2175	11	17	area	area	NOUN
arees-2175	11	18	are	be	AUX
arees-2175	11	19	critical	critical	ADJ
arees-2175	11	20	for	for	ADP
arees-2175	11	21	sustainability	sustainability	NOUN
arees-2175	11	22	.	.	PUNCT
arees-2175	12	1	keywords	keyword	NOUN
arees-2175	12	2	:	:	PUNCT
arees-2175	12	3	physico	physico	NOUN
arees-2175	12	4	-	-	PUNCT
arees-2175	12	5	chemicals	chemical	NOUN
arees-2175	12	6	,	,	PUNCT
arees-2175	12	7	sediments	sediment	NOUN
arees-2175	12	8	,	,	PUNCT
arees-2175	12	9	water	water	NOUN
arees-2175	12	10	quality	quality	NOUN
arees-2175	12	11	,	,	PUNCT
arees-2175	12	12	health	health	NOUN
arees-2175	12	13	,	,	PUNCT
arees-2175	12	14	environment	environment	NOUN
arees-2175	12	15	,	,	PUNCT
arees-2175	12	16	gis	gis	PROPN
arees-2175	12	17	,	,	PUNCT
arees-2175	12	18	rivers	river	NOUN
arees-2175	12	19	,	,	PUNCT
arees-2175	12	20	spatial	spatial	ADJ
arees-2175	12	21	distribution	distribution	NOUN
arees-2175	12	22	.	.	PUNCT
arees-2175	13	1	citation	citation	NOUN
arees-2175	14	1	|	|	ADV
arees-2175	14	2	idris	idris	PROPN
arees-2175	14	3	,	,	PUNCT
arees-2175	14	4	aliyu	aliyu	PROPN
arees-2175	14	5	ja’agi	ja’agi	PROPN
arees-2175	14	6	;	;	PUNCT
arees-2175	14	7	yahaya	yahaya	PROPN
arees-2175	14	8	,	,	PUNCT
arees-2175	14	9	t.	t.	PROPN
arees-2175	14	10	i.	i.	PROPN
arees-2175	14	11	;	;	PUNCT
arees-2175	14	12	abubakar	abubakar	PROPN
arees-2175	14	13	,	,	PUNCT
arees-2175	14	14	a.	a.	PROPN
arees-2175	14	15	s.	s.	PROPN
arees-2175	14	16	;	;	PUNCT
arees-2175	14	17	jigam	jigam	PROPN
arees-2175	14	18	,	,	PUNCT
arees-2175	14	19	a.	a.	NOUN
arees-2175	14	20	a.	a.	NOUN
arees-2175	14	21	(	(	PUNCT
arees-2175	14	22	2020	2020	NUM
arees-2175	14	23	)	)	PUNCT
arees-2175	14	24	.	.	PUNCT
arees-2175	15	1	spatial	spatial	ADJ
arees-2175	15	2	analysis	analysis	NOUN
arees-2175	15	3	of	of	ADP
arees-2175	15	4	water	water	NOUN
arees-2175	15	5	quality	quality	NOUN
arees-2175	15	6	in	in	ADP
arees-2175	15	7	parts	part	NOUN
arees-2175	15	8	of	of	ADP
arees-2175	15	9	rivers	river	NOUN
arees-2175	15	10	niger	niger	PROPN
arees-2175	15	11	and	and	CCONJ
arees-2175	15	12	kaduna	kaduna	PROPN
arees-2175	15	13	catchments	catchment	NOUN
arees-2175	15	14	,	,	PUNCT
arees-2175	15	15	north	north	NOUN
arees-2175	15	16	central	central	ADJ
arees-2175	15	17	,	,	PUNCT
arees-2175	15	18	nigeria	nigeria	PROPN
arees-2175	15	19	.	.	PUNCT
arees-2175	16	1	asian	asian	PROPN
arees-2175	16	2	review	review	NOUN
arees-2175	16	3	of	of	ADP
arees-2175	16	4	environmental	environmental	ADJ
arees-2175	16	5	and	and	CCONJ
arees-2175	16	6	earth	earth	NOUN
arees-2175	16	7	sciences	science	NOUN
arees-2175	16	8	,	,	PUNCT
arees-2175	16	9	7(1	7(1	NUM
arees-2175	16	10	):	):	PUNCT
arees-2175	16	11	72	72	NUM
arees-2175	16	12	-	-	SYM
arees-2175	16	13	78	78	NUM
arees-2175	16	14	.	.	PUNCT
arees-2175	17	1	history	history	NOUN
arees-2175	17	2	:	:	PUNCT
arees-2175	17	3	received	receive	VERB
arees-2175	17	4	:	:	PUNCT
arees-2175	17	5	7	7	NUM
arees-2175	17	6	july	july	PROPN
arees-2175	17	7	2020	2020	NUM
arees-2175	17	8	revised	revise	VERB
arees-2175	17	9	:	:	PUNCT
arees-2175	17	10	10	10	NUM
arees-2175	17	11	august	august	PROPN
arees-2175	17	12	2020	2020	NUM
arees-2175	17	13	accepted	accept	VERB
arees-2175	17	14	:	:	PUNCT
arees-2175	17	15	3	3	NUM
arees-2175	17	16	september	september	PROPN
arees-2175	17	17	2020	2020	NUM
arees-2175	17	18	published	publish	VERB
arees-2175	17	19	:	:	PUNCT
arees-2175	17	20	24	24	NUM
arees-2175	17	21	september	september	PROPN
arees-2175	17	22	2020	2020	NUM
arees-2175	17	23	licensed	license	VERB
arees-2175	17	24	:	:	PUNCT
arees-2175	17	25	this	this	DET
arees-2175	17	26	work	work	NOUN
arees-2175	17	27	is	be	AUX
arees-2175	17	28	licensed	license	VERB
arees-2175	17	29	under	under	ADP
arees-2175	17	30	a	a	DET
arees-2175	17	31	creative	creative	ADJ
arees-2175	17	32	commons	common	NOUN
arees-2175	17	33	attribution	attribution	NOUN
arees-2175	17	34	3.0	3.0	NUM
arees-2175	17	35	license	license	NOUN
arees-2175	17	36	publisher	publisher	NOUN
arees-2175	17	37	:	:	PUNCT
arees-2175	17	38	asian	asian	ADJ
arees-2175	17	39	online	online	PROPN
arees-2175	17	40	journal	journal	PROPN
arees-2175	17	41	publishing	publishing	NOUN
arees-2175	17	42	group	group	NOUN
arees-2175	17	43	acknowledgement	acknowledgement	NOUN
arees-2175	17	44	:	:	PUNCT
arees-2175	17	45	all	all	DET
arees-2175	17	46	authors	author	NOUN
arees-2175	17	47	contributed	contribute	VERB
arees-2175	17	48	to	to	ADP
arees-2175	17	49	the	the	DET
arees-2175	17	50	conception	conception	NOUN
arees-2175	17	51	and	and	CCONJ
arees-2175	17	52	design	design	NOUN
arees-2175	17	53	of	of	ADP
arees-2175	17	54	the	the	DET
arees-2175	17	55	study	study	NOUN
arees-2175	17	56	.	.	PUNCT
arees-2175	18	1	funding	funding	NOUN
arees-2175	18	2	:	:	PUNCT
arees-2175	18	3	this	this	DET
arees-2175	18	4	study	study	NOUN
arees-2175	18	5	received	receive	VERB
arees-2175	18	6	no	no	DET
arees-2175	18	7	specific	specific	ADJ
arees-2175	18	8	financial	financial	ADJ
arees-2175	18	9	support	support	NOUN
arees-2175	18	10	.	.	PUNCT
arees-2175	19	1	competing	compete	VERB
arees-2175	19	2	interests	interest	NOUN
arees-2175	19	3	:	:	PUNCT
arees-2175	19	4	the	the	DET
arees-2175	19	5	authors	author	NOUN
arees-2175	19	6	declare	declare	VERB
arees-2175	19	7	that	that	SCONJ
arees-2175	19	8	they	they	PRON
arees-2175	19	9	have	have	VERB
arees-2175	19	10	no	no	DET
arees-2175	19	11	conflict	conflict	NOUN
arees-2175	19	12	of	of	ADP
arees-2175	19	13	interests	interest	NOUN
arees-2175	19	14	.	.	PUNCT
arees-2175	20	1	transparency	transparency	NOUN
arees-2175	20	2	:	:	PUNCT
arees-2175	20	3	the	the	DET
arees-2175	20	4	authors	author	NOUN
arees-2175	20	5	confirm	confirm	VERB
arees-2175	20	6	that	that	SCONJ
arees-2175	20	7	the	the	DET
arees-2175	20	8	manuscript	manuscript	NOUN
arees-2175	20	9	is	be	AUX
arees-2175	20	10	an	an	DET
arees-2175	20	11	honest	honest	ADJ
arees-2175	20	12	,	,	PUNCT
arees-2175	20	13	accurate	accurate	ADJ
arees-2175	20	14	,	,	PUNCT
arees-2175	20	15	and	and	CCONJ
arees-2175	20	16	transparent	transparent	ADJ
arees-2175	20	17	account	account	NOUN
arees-2175	20	18	of	of	ADP
arees-2175	20	19	the	the	DET
arees-2175	20	20	study	study	NOUN
arees-2175	20	21	was	be	AUX
arees-2175	20	22	reported	report	VERB
arees-2175	20	23	;	;	PUNCT
arees-2175	20	24	that	that	SCONJ
arees-2175	20	25	no	no	DET
arees-2175	20	26	vital	vital	ADJ
arees-2175	20	27	features	feature	NOUN
arees-2175	20	28	of	of	ADP
arees-2175	20	29	the	the	DET
arees-2175	20	30	study	study	NOUN
arees-2175	20	31	have	have	AUX
arees-2175	20	32	been	be	AUX
arees-2175	20	33	omitted	omit	VERB
arees-2175	20	34	;	;	PUNCT
arees-2175	20	35	and	and	CCONJ
arees-2175	20	36	that	that	SCONJ
arees-2175	20	37	any	any	DET
arees-2175	20	38	discrepancies	discrepancy	NOUN
arees-2175	20	39	from	from	ADP
arees-2175	20	40	the	the	DET
arees-2175	20	41	study	study	NOUN
arees-2175	20	42	as	as	SCONJ
arees-2175	20	43	planned	plan	VERB
arees-2175	20	44	have	have	AUX
arees-2175	20	45	been	be	AUX
arees-2175	20	46	explained	explain	VERB
arees-2175	20	47	.	.	PUNCT
arees-2175	21	1	ethical	ethical	ADJ
arees-2175	21	2	:	:	PUNCT
arees-2175	21	3	this	this	DET
arees-2175	21	4	study	study	NOUN
arees-2175	21	5	follows	follow	VERB
arees-2175	21	6	all	all	DET
arees-2175	21	7	ethical	ethical	ADJ
arees-2175	21	8	practices	practice	NOUN
arees-2175	21	9	during	during	ADP
arees-2175	21	10	writing	writing	NOUN
arees-2175	21	11	.	.	PUNCT
arees-2175	22	1	contents	content	NOUN
arees-2175	22	2	1	1	NUM
arees-2175	22	3	.	.	PUNCT
arees-2175	23	1	introduction	introduction	NOUN
arees-2175	23	2	......................................................................................................................................................................................	......................................................................................................................................................................................	PUNCT
arees-2175	24	1	73	73	NUM
arees-2175	24	2	2	2	NUM
arees-2175	24	3	.	.	PUNCT
arees-2175	25	1	the	the	DET
arees-2175	25	2	study	study	NOUN
arees-2175	25	3	area	area	NOUN
arees-2175	25	4	.................................................................................................................................................................................	.................................................................................................................................................................................	PUNCT
arees-2175	26	1	73	73	NUM
arees-2175	26	2	3	3	NUM
arees-2175	26	3	.	.	PUNCT
arees-2175	26	4	material	material	NOUN
arees-2175	26	5	and	and	CCONJ
arees-2175	26	6	methods	method	NOUN
arees-2175	26	7	.....................................................................................................................................................................	.....................................................................................................................................................................	PUNCT
arees-2175	27	1	73	73	NUM
arees-2175	27	2	4	4	NUM
arees-2175	27	3	.	.	PUNCT
arees-2175	27	4	results	result	NOUN
arees-2175	27	5	................................................................................................................................................................................................	................................................................................................................................................................................................	VERB
arees-2175	27	6	74	74	NUM
arees-2175	27	7	5	5	NUM
arees-2175	27	8	.	.	PUNCT
arees-2175	28	1	conclusion	conclusion	NOUN
arees-2175	28	2	.........................................................................................................................................................................................	.........................................................................................................................................................................................	PUNCT
arees-2175	28	3	78	78	NUM
arees-2175	28	4	references	reference	NOUN
arees-2175	28	5	..............................................................................................................................................................................................	..............................................................................................................................................................................................	PUNCT
arees-2175	29	1	78	78	NUM
arees-2175	29	2	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.506.2020.71.72.78&domain=pdf&date_stamp=2017-01-14	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.506.2020.71.72.78&domain=pdf&date_stamp=2017-01-14	PROPN
arees-2175	29	3	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
arees-2175	29	4	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
arees-2175	29	5	http://asianonlinejournals.com/index.php/arees/article/view/2175	http://asianonlinejournals.com/index.php/arees/article/view/2175	PUNCT
arees-2175	29	6	https://orcid.org/0000-0002-7275-6523	https://orcid.org/0000-0002-7275-6523	PROPN
arees-2175	29	7	https://orcid.org/0000-0002-0439-9130	https://orcid.org/0000-0002-0439-9130	PROPN
arees-2175	29	8	https://orcid.org/0000-0002-3590-5075	https://orcid.org/0000-0002-3590-5075	PROPN
arees-2175	29	9	https://orcid.org/0000-0001-6887-7456	https://orcid.org/0000-0001-6887-7456	PROPN
arees-2175	29	10	asian	asian	PROPN
arees-2175	29	11	review	review	PROPN
arees-2175	29	12	of	of	ADP
arees-2175	29	13	environmental	environmental	ADJ
arees-2175	29	14	and	and	CCONJ
arees-2175	29	15	earth	earth	NOUN
arees-2175	29	16	sciences	science	NOUN
arees-2175	29	17	,	,	PUNCT
arees-2175	29	18	2020	2020	NUM
arees-2175	29	19	,	,	PUNCT
arees-2175	29	20	7(1	7(1	NUM
arees-2175	29	21	):	):	PUNCT
arees-2175	29	22	72	72	NUM
arees-2175	29	23	-	-	SYM
arees-2175	29	24	78	78	NUM
arees-2175	29	25	73	73	NUM
arees-2175	29	26	©	©	PROPN
arees-2175	29	27	2020	2020	NUM
arees-2175	29	28	by	by	ADP
arees-2175	29	29	the	the	DET
arees-2175	29	30	authors	author	NOUN
arees-2175	29	31	;	;	PUNCT
arees-2175	29	32	licensee	licensee	PROPN
arees-2175	29	33	asian	asian	ADJ
arees-2175	29	34	online	online	PROPN
arees-2175	29	35	journal	journal	PROPN
arees-2175	29	36	publishing	publishing	NOUN
arees-2175	29	37	group	group	NOUN
arees-2175	29	38	contribution	contribution	NOUN
arees-2175	29	39	of	of	ADP
arees-2175	29	40	this	this	DET
arees-2175	29	41	paper	paper	NOUN
arees-2175	29	42	to	to	ADP
arees-2175	29	43	the	the	DET
arees-2175	29	44	literature	literature	NOUN
arees-2175	29	45	this	this	DET
arees-2175	29	46	study	study	NOUN
arees-2175	29	47	has	have	AUX
arees-2175	29	48	been	be	AUX
arees-2175	29	49	able	able	ADJ
arees-2175	29	50	to	to	PART
arees-2175	29	51	demonstrate	demonstrate	VERB
arees-2175	29	52	comprehensive	comprehensive	ADJ
arees-2175	29	53	gis	gis	NOUN
arees-2175	29	54	aided	aid	VERB
arees-2175	29	55	spatial	spatial	ADJ
arees-2175	29	56	distribution	distribution	NOUN
arees-2175	29	57	of	of	ADP
arees-2175	29	58	physic	physic	ADJ
arees-2175	29	59	chemical	chemical	PROPN
arees-2175	29	60	characteristics	characteristic	NOUN
arees-2175	29	61	of	of	ADP
arees-2175	29	62	water	water	NOUN
arees-2175	29	63	and	and	CCONJ
arees-2175	29	64	sediment	sediment	NOUN
arees-2175	29	65	with	with	ADP
arees-2175	29	66	regard	regard	NOUN
arees-2175	29	67	to	to	ADP
arees-2175	29	68	water	water	NOUN
arees-2175	29	69	quality	quality	NOUN
arees-2175	29	70	assessment	assessment	NOUN
arees-2175	29	71	which	which	PRON
arees-2175	29	72	non	non	PRON
arees-2175	29	73	known	know	VERB
arees-2175	29	74	related	relate	VERB
arees-2175	29	75	past	past	ADP
arees-2175	29	76	studies	study	NOUN
arees-2175	29	77	have	have	AUX
arees-2175	29	78	done	do	VERB
arees-2175	29	79	in	in	ADP
arees-2175	29	80	the	the	DET
arees-2175	29	81	study	study	NOUN
arees-2175	29	82	area	area	NOUN
arees-2175	29	83	.	.	PUNCT
arees-2175	30	1	1	1	X
arees-2175	30	2	.	.	X
arees-2175	30	3	introduction	introduction	NOUN
arees-2175	30	4	it	it	PRON
arees-2175	30	5	is	be	AUX
arees-2175	30	6	a	a	DET
arees-2175	30	7	common	common	ADJ
arees-2175	30	8	knowledge	knowledge	NOUN
arees-2175	30	9	that	that	SCONJ
arees-2175	30	10	human	human	ADJ
arees-2175	30	11	activities	activity	NOUN
arees-2175	30	12	continue	continue	VERB
arees-2175	30	13	to	to	PART
arees-2175	30	14	elicit	elicit	VERB
arees-2175	30	15	widespread	widespread	ADJ
arees-2175	30	16	effect	effect	NOUN
arees-2175	30	17	on	on	ADP
arees-2175	30	18	the	the	DET
arees-2175	30	19	physical	physical	ADJ
arees-2175	30	20	,	,	PUNCT
arees-2175	30	21	chemical	chemical	NOUN
arees-2175	30	22	and	and	CCONJ
arees-2175	30	23	biological	biological	ADJ
arees-2175	30	24	processes	process	NOUN
arees-2175	30	25	within	within	ADP
arees-2175	30	26	aquatic	aquatic	ADJ
arees-2175	30	27	ecosystems	ecosystem	NOUN
arees-2175	30	28	[	[	X
arees-2175	30	29	1	1	NUM
arees-2175	30	30	,	,	PUNCT
arees-2175	30	31	2	2	NUM
arees-2175	30	32	]	]	PUNCT
arees-2175	30	33	.	.	PUNCT
arees-2175	31	1	poor	poor	ADJ
arees-2175	31	2	water	water	NOUN
arees-2175	31	3	quality	quality	NOUN
arees-2175	31	4	in	in	ADP
arees-2175	31	5	the	the	DET
arees-2175	31	6	study	study	NOUN
arees-2175	31	7	area	area	NOUN
arees-2175	31	8	can	can	AUX
arees-2175	31	9	result	result	VERB
arees-2175	31	10	into	into	ADP
arees-2175	31	11	a	a	DET
arees-2175	31	12	serious	serious	ADJ
arees-2175	31	13	threat	threat	NOUN
arees-2175	31	14	to	to	ADP
arees-2175	31	15	the	the	DET
arees-2175	31	16	existence	existence	NOUN
arees-2175	31	17	of	of	ADP
arees-2175	31	18	human	human	ADJ
arees-2175	31	19	and	and	CCONJ
arees-2175	31	20	biodiversity	biodiversity	NOUN
arees-2175	31	21	at	at	ADP
arees-2175	31	22	large	large	ADJ
arees-2175	31	23	.	.	PUNCT
arees-2175	32	1	rivers	river	NOUN
arees-2175	32	2	niger	niger	PROPN
arees-2175	32	3	and	and	CCONJ
arees-2175	32	4	kaduna	kaduna	PROPN
arees-2175	32	5	catchments	catchment	NOUN
arees-2175	32	6	are	be	AUX
arees-2175	32	7	characterised	characterise	VERB
arees-2175	32	8	by	by	ADP
arees-2175	32	9	arable	arable	ADJ
arees-2175	32	10	land	land	NOUN
arees-2175	32	11	where	where	SCONJ
arees-2175	32	12	majority	majority	NOUN
arees-2175	32	13	of	of	ADP
arees-2175	32	14	its	its	PRON
arees-2175	32	15	people	people	NOUN
arees-2175	32	16	practice	practice	VERB
arees-2175	32	17	farming	farming	NOUN
arees-2175	32	18	[	[	X
arees-2175	32	19	3	3	NUM
arees-2175	32	20	]	]	PUNCT
arees-2175	32	21	.	.	PUNCT
arees-2175	33	1	this	this	DET
arees-2175	33	2	practice	practice	NOUN
arees-2175	33	3	can	can	AUX
arees-2175	33	4	eventually	eventually	ADV
arees-2175	33	5	cause	cause	VERB
arees-2175	33	6	degradation	degradation	NOUN
arees-2175	33	7	of	of	ADP
arees-2175	33	8	water	water	NOUN
arees-2175	33	9	quality	quality	NOUN
arees-2175	33	10	and	and	CCONJ
arees-2175	33	11	disproportionate	disproportionate	ADJ
arees-2175	33	12	effect	effect	NOUN
arees-2175	33	13	on	on	ADP
arees-2175	33	14	the	the	DET
arees-2175	33	15	socio	socio	NOUN
arees-2175	33	16	-	-	PUNCT
arees-2175	33	17	economic	economic	ADJ
arees-2175	33	18	wellbeing	wellbeing	NOUN
arees-2175	33	19	of	of	ADP
arees-2175	33	20	the	the	DET
arees-2175	33	21	communities	community	NOUN
arees-2175	33	22	in	in	ADP
arees-2175	33	23	the	the	DET
arees-2175	33	24	area	area	NOUN
arees-2175	33	25	.	.	PUNCT
arees-2175	34	1	spatial	spatial	ADJ
arees-2175	34	2	analyses	analysis	NOUN
arees-2175	34	3	are	be	AUX
arees-2175	34	4	any	any	DET
arees-2175	34	5	types	type	NOUN
arees-2175	34	6	of	of	ADP
arees-2175	34	7	data	datum	NOUN
arees-2175	34	8	analyses	analysis	NOUN
arees-2175	34	9	that	that	PRON
arees-2175	34	10	extract	extract	VERB
arees-2175	34	11	and/or	and/or	CCONJ
arees-2175	34	12	produce	produce	VERB
arees-2175	34	13	spatial	spatial	ADJ
arees-2175	34	14	information	information	NOUN
arees-2175	34	15	based	base	VERB
arees-2175	34	16	on	on	ADP
arees-2175	34	17	operations	operation	NOUN
arees-2175	34	18	on	on	ADP
arees-2175	34	19	different	different	ADJ
arees-2175	34	20	layers	layer	NOUN
arees-2175	34	21	of	of	ADP
arees-2175	34	22	data	data	PROPN
arees-2175	34	23	.	.	PUNCT
arees-2175	35	1	gis	gis	PROPN
arees-2175	35	2	provides	provide	VERB
arees-2175	35	3	the	the	DET
arees-2175	35	4	organizational	organizational	ADJ
arees-2175	35	5	framework	framework	NOUN
arees-2175	35	6	which	which	PRON
arees-2175	35	7	allows	allow	VERB
arees-2175	35	8	numerical	numerical	ADJ
arees-2175	35	9	and	and	CCONJ
arees-2175	35	10	statistical	statistical	ADJ
arees-2175	35	11	analyses	analysis	NOUN
arees-2175	35	12	to	to	PART
arees-2175	35	13	be	be	AUX
arees-2175	35	14	easily	easily	ADV
arees-2175	35	15	applied	apply	VERB
arees-2175	35	16	on	on	ADP
arees-2175	35	17	real	real	ADJ
arees-2175	35	18	-	-	PUNCT
arees-2175	35	19	world	world	NOUN
arees-2175	35	20	data	datum	NOUN
arees-2175	35	21	.	.	PUNCT
arees-2175	36	1	the	the	DET
arees-2175	36	2	simple	simple	ADJ
arees-2175	36	3	,	,	PUNCT
arees-2175	36	4	but	but	CCONJ
arees-2175	36	5	essential	essential	ADJ
arees-2175	36	6	and	and	CCONJ
arees-2175	36	7	fundamental	fundamental	ADJ
arees-2175	36	8	ability	ability	NOUN
arees-2175	36	9	to	to	PART
arees-2175	36	10	overlay	overlay	VERB
arees-2175	36	11	a	a	DET
arees-2175	36	12	basically	basically	ADV
arees-2175	36	13	unlimited	unlimited	ADJ
arees-2175	36	14	number	number	NOUN
arees-2175	36	15	of	of	ADP
arees-2175	36	16	gis	gis	PROPN
arees-2175	36	17	layers	layer	NOUN
arees-2175	36	18	together	together	ADV
arees-2175	36	19	with	with	ADP
arees-2175	36	20	hundreds	hundred	NOUN
arees-2175	36	21	of	of	ADP
arees-2175	36	22	tools	tool	NOUN
arees-2175	36	23	(	(	PUNCT
arees-2175	36	24	gis	gis	NOUN
arees-2175	36	25	functions	function	NOUN
arees-2175	36	26	performing	perform	VERB
arees-2175	36	27	computations	computation	NOUN
arees-2175	36	28	on	on	ADP
arees-2175	36	29	spatial	spatial	ADJ
arees-2175	36	30	data	datum	NOUN
arees-2175	36	31	)	)	PUNCT
arees-2175	36	32	to	to	PART
arees-2175	36	33	be	be	AUX
arees-2175	36	34	used	use	VERB
arees-2175	36	35	for	for	ADP
arees-2175	36	36	solving	solve	VERB
arees-2175	36	37	issues	issue	NOUN
arees-2175	36	38	of	of	ADP
arees-2175	36	39	spatial	spatial	ADJ
arees-2175	36	40	analysis	analysis	NOUN
arees-2175	36	41	and	and	CCONJ
arees-2175	36	42	spatial	spatial	ADJ
arees-2175	36	43	statistics	statistic	NOUN
arees-2175	36	44	is	be	AUX
arees-2175	36	45	what	what	PRON
arees-2175	36	46	makes	make	VERB
arees-2175	36	47	gis	gis	NOUN
arees-2175	36	48	so	so	ADV
arees-2175	36	49	different	different	ADJ
arees-2175	36	50	from	from	ADP
arees-2175	36	51	using	use	VERB
arees-2175	36	52	hardcopy	hardcopy	NOUN
arees-2175	36	53	maps	map	NOUN
arees-2175	36	54	.	.	PUNCT
arees-2175	37	1	spatial	spatial	ADJ
arees-2175	37	2	analysis	analysis	NOUN
arees-2175	37	3	with	with	ADP
arees-2175	37	4	gis	gis	PROPN
arees-2175	37	5	has	have	AUX
arees-2175	37	6	been	be	AUX
arees-2175	37	7	used	use	VERB
arees-2175	37	8	in	in	ADP
arees-2175	37	9	many	many	ADJ
arees-2175	37	10	studies	study	NOUN
arees-2175	37	11	to	to	PART
arees-2175	37	12	demonstrates	demonstrate	VERB
arees-2175	37	13	the	the	DET
arees-2175	37	14	breadth	breadth	NOUN
arees-2175	37	15	of	of	ADP
arees-2175	37	16	its	its	PRON
arees-2175	37	17	utility	utility	NOUN
arees-2175	37	18	in	in	ADP
arees-2175	37	19	the	the	DET
arees-2175	37	20	field	field	NOUN
arees-2175	37	21	of	of	ADP
arees-2175	37	22	environmental	environmental	ADJ
arees-2175	37	23	sciences	science	NOUN
arees-2175	38	1	[	[	X
arees-2175	38	2	4	4	NUM
arees-2175	38	3	]	]	PUNCT
arees-2175	38	4	.	.	PUNCT
arees-2175	39	1	communities	community	NOUN
arees-2175	39	2	in	in	ADP
arees-2175	39	3	the	the	DET
arees-2175	39	4	study	study	NOUN
arees-2175	39	5	area	area	NOUN
arees-2175	39	6	depend	depend	VERB
arees-2175	39	7	on	on	ADP
arees-2175	39	8	these	these	DET
arees-2175	39	9	rivers	river	NOUN
arees-2175	39	10	for	for	ADP
arees-2175	39	11	livelihood	livelihood	NOUN
arees-2175	39	12	[	[	X
arees-2175	39	13	5	5	NUM
arees-2175	39	14	]	]	PUNCT
arees-2175	39	15	and	and	CCONJ
arees-2175	39	16	lack	lack	NOUN
arees-2175	39	17	of	of	ADP
arees-2175	39	18	comprehensive	comprehensive	ADJ
arees-2175	39	19	research	research	NOUN
arees-2175	39	20	information	information	NOUN
arees-2175	39	21	about	about	ADP
arees-2175	39	22	the	the	DET
arees-2175	39	23	physico	physico	NOUN
arees-2175	39	24	-	-	PUNCT
arees-2175	39	25	chemical	chemical	NOUN
arees-2175	39	26	status	status	NOUN
arees-2175	39	27	of	of	ADP
arees-2175	39	28	the	the	DET
arees-2175	39	29	rivers	river	NOUN
arees-2175	39	30	informed	inform	VERB
arees-2175	39	31	the	the	DET
arees-2175	39	32	need	need	NOUN
arees-2175	39	33	for	for	ADP
arees-2175	39	34	immediate	immediate	ADJ
arees-2175	39	35	investigation	investigation	NOUN
arees-2175	39	36	in	in	ADP
arees-2175	39	37	the	the	DET
arees-2175	39	38	area	area	NOUN
arees-2175	39	39	.	.	PUNCT
arees-2175	40	1	also	also	ADV
arees-2175	40	2	,	,	PUNCT
arees-2175	40	3	as	as	SCONJ
arees-2175	40	4	comprehensive	comprehensive	ADJ
arees-2175	40	5	distribution	distribution	NOUN
arees-2175	40	6	of	of	ADP
arees-2175	40	7	water	water	NOUN
arees-2175	40	8	quality	quality	NOUN
arees-2175	40	9	parameters	parameter	NOUN
arees-2175	40	10	in	in	ADP
arees-2175	40	11	the	the	DET
arees-2175	40	12	study	study	NOUN
arees-2175	40	13	area	area	NOUN
arees-2175	40	14	is	be	AUX
arees-2175	40	15	of	of	ADP
arees-2175	40	16	great	great	ADJ
arees-2175	40	17	interest	interest	NOUN
arees-2175	40	18	,	,	PUNCT
arees-2175	40	19	there	there	PRON
arees-2175	40	20	exist	exist	VERB
arees-2175	40	21	a	a	DET
arees-2175	40	22	golden	golden	ADJ
arees-2175	40	23	opportunity	opportunity	NOUN
arees-2175	40	24	to	to	PART
arees-2175	40	25	consider	consider	VERB
arees-2175	40	26	a	a	DET
arees-2175	40	27	study	study	NOUN
arees-2175	40	28	with	with	ADP
arees-2175	40	29	spatial	spatial	ADJ
arees-2175	40	30	coverage	coverage	NOUN
arees-2175	40	31	beyond	beyond	ADP
arees-2175	40	32	laboratory	laboratory	NOUN
arees-2175	40	33	analytical	analytical	ADJ
arees-2175	40	34	dimensions	dimension	NOUN
arees-2175	40	35	.	.	PUNCT
arees-2175	41	1	finding	find	VERB
arees-2175	41	2	of	of	ADP
arees-2175	41	3	this	this	DET
arees-2175	41	4	study	study	NOUN
arees-2175	41	5	will	will	AUX
arees-2175	41	6	provide	provide	VERB
arees-2175	41	7	opportunity	opportunity	NOUN
arees-2175	41	8	for	for	SCONJ
arees-2175	41	9	researchers	researcher	NOUN
arees-2175	41	10	and	and	CCONJ
arees-2175	41	11	relevant	relevant	ADJ
arees-2175	41	12	stakeholders	stakeholder	NOUN
arees-2175	41	13	to	to	PART
arees-2175	41	14	improve	improve	VERB
arees-2175	41	15	on	on	ADP
arees-2175	41	16	future	future	ADJ
arees-2175	41	17	studies	study	NOUN
arees-2175	41	18	and	and	CCONJ
arees-2175	41	19	overall	overall	ADJ
arees-2175	41	20	environmental	environmental	ADJ
arees-2175	41	21	performance	performance	NOUN
arees-2175	41	22	.	.	PUNCT
arees-2175	42	1	2	2	X
arees-2175	42	2	.	.	X
arees-2175	42	3	the	the	DET
arees-2175	42	4	study	study	NOUN
arees-2175	42	5	area	area	NOUN
arees-2175	42	6	the	the	DET
arees-2175	42	7	study	study	NOUN
arees-2175	42	8	area	area	NOUN
arees-2175	42	9	for	for	ADP
arees-2175	42	10	the	the	DET
arees-2175	42	11	investigation	investigation	NOUN
arees-2175	42	12	is	be	AUX
arees-2175	42	13	communities	community	NOUN
arees-2175	42	14	in	in	ADP
arees-2175	42	15	parts	part	NOUN
arees-2175	42	16	of	of	ADP
arees-2175	42	17	rivers	river	NOUN
arees-2175	42	18	niger	niger	PROPN
arees-2175	42	19	and	and	CCONJ
arees-2175	42	20	kaduna	kaduna	PROPN
arees-2175	42	21	catchment	catchment	NOUN
arees-2175	42	22	areas	area	NOUN
arees-2175	42	23	,	,	PUNCT
arees-2175	42	24	niger	niger	NOUN
arees-2175	42	25	state	state	NOUN
arees-2175	42	26	which	which	PRON
arees-2175	42	27	lies	lie	VERB
arees-2175	42	28	between	between	ADP
arees-2175	42	29	longitude	longitude	NOUN
arees-2175	42	30	3˚30'n	3˚30'n	NUM
arees-2175	42	31	and	and	CCONJ
arees-2175	42	32	7˚20'e	7˚20'e	NUM
arees-2175	42	33	and	and	CCONJ
arees-2175	42	34	latitude	latitude	NOUN
arees-2175	42	35	8˚22'n	8˚22'n	NUM
arees-2175	42	36	and	and	CCONJ
arees-2175	42	37	11˚30'n	11˚30'n	NUM
arees-2175	42	38	;	;	PUNCT
arees-2175	42	39	located	locate	VERB
arees-2175	42	40	at	at	ADP
arees-2175	42	41	the	the	DET
arees-2175	42	42	guinea	guinea	NOUN
arees-2175	42	43	savanah	savanah	PROPN
arees-2175	42	44	vegetation	vegetation	NOUN
arees-2175	42	45	zone	zone	NOUN
arees-2175	42	46	in	in	ADP
arees-2175	42	47	the	the	DET
arees-2175	42	48	north	north	NOUN
arees-2175	42	49	central	central	ADJ
arees-2175	42	50	part	part	NOUN
arees-2175	42	51	of	of	ADP
arees-2175	42	52	nigeria	nigeria	PROPN
arees-2175	42	53	figure	figure	VERB
arees-2175	42	54	1	1	NUM
arees-2175	43	1	[	[	X
arees-2175	43	2	5	5	NUM
arees-2175	43	3	]	]	PUNCT
arees-2175	43	4	.	.	PUNCT
arees-2175	44	1	the	the	DET
arees-2175	44	2	study	study	NOUN
arees-2175	44	3	area	area	NOUN
arees-2175	44	4	was	be	AUX
arees-2175	44	5	divided	divide	VERB
arees-2175	44	6	into	into	ADP
arees-2175	44	7	zones	zone	NOUN
arees-2175	44	8	according	accord	VERB
arees-2175	44	9	to	to	ADP
arees-2175	44	10	agroecological	agroecological	ADJ
arees-2175	44	11	factors	factor	NOUN
arees-2175	44	12	.	.	PUNCT
arees-2175	45	1	along	along	ADP
arees-2175	45	2	river	river	NOUN
arees-2175	45	3	niger	niger	NOUN
arees-2175	45	4	,	,	PUNCT
arees-2175	45	5	the	the	DET
arees-2175	45	6	upper	upper	ADJ
arees-2175	45	7	zone	zone	NOUN
arees-2175	45	8	is	be	AUX
arees-2175	45	9	from	from	ADP
arees-2175	45	10	rabba	rabba	ADJ
arees-2175	45	11	village	village	NOUN
arees-2175	45	12	in	in	ADP
arees-2175	45	13	mokwa	mokwa	PROPN
arees-2175	45	14	local	local	ADJ
arees-2175	45	15	government	government	NOUN
arees-2175	45	16	area	area	NOUN
arees-2175	45	17	(	(	PUNCT
arees-2175	45	18	lga	lga	NOUN
arees-2175	45	19	)	)	PUNCT
arees-2175	45	20	,	,	PUNCT
arees-2175	45	21	middle	middle	ADJ
arees-2175	45	22	zone	zone	NOUN
arees-2175	45	23	is	be	AUX
arees-2175	45	24	at	at	ADP
arees-2175	45	25	muregi	muregi	NOUN
arees-2175	45	26	and	and	CCONJ
arees-2175	45	27	the	the	DET
arees-2175	45	28	lower	low	ADJ
arees-2175	45	29	zone	zone	NOUN
arees-2175	45	30	is	be	AUX
arees-2175	45	31	after	after	ADP
arees-2175	45	32	muregi	muregi	NOUN
arees-2175	45	33	in	in	ADP
arees-2175	45	34	mokwa	mokwa	PROPN
arees-2175	45	35	lga	lga	PROPN
arees-2175	45	36	down	down	ADP
arees-2175	45	37	to	to	ADP
arees-2175	45	38	baro	baro	NOUN
arees-2175	45	39	village	village	NOUN
arees-2175	45	40	in	in	ADP
arees-2175	45	41	agaie	agaie	PROPN
arees-2175	45	42	lga	lga	PROPN
arees-2175	45	43	.	.	PUNCT
arees-2175	46	1	study	study	NOUN
arees-2175	46	2	area	area	NOUN
arees-2175	46	3	along	along	ADP
arees-2175	46	4	river	river	PROPN
arees-2175	46	5	kaduna	kaduna	PROPN
arees-2175	46	6	was	be	AUX
arees-2175	46	7	divided	divide	VERB
arees-2175	46	8	into	into	ADP
arees-2175	46	9	two	two	NUM
arees-2175	46	10	zones	zone	NOUN
arees-2175	46	11	.	.	PUNCT
arees-2175	47	1	upper	upper	ADJ
arees-2175	47	2	zone	zone	NOUN
arees-2175	47	3	is	be	AUX
arees-2175	47	4	from	from	ADP
arees-2175	47	5	wuya	wuya	PROPN
arees-2175	47	6	village	village	NOUN
arees-2175	47	7	in	in	ADP
arees-2175	47	8	lavun	lavun	ADJ
arees-2175	47	9	lga	lga	NOUN
arees-2175	47	10	and	and	CCONJ
arees-2175	47	11	the	the	DET
arees-2175	47	12	lower	low	ADJ
arees-2175	47	13	zone	zone	NOUN
arees-2175	47	14	from	from	ADP
arees-2175	47	15	half	half	ADJ
arees-2175	47	16	way	way	NOUN
arees-2175	47	17	down	down	ADV
arees-2175	47	18	to	to	ADP
arees-2175	47	19	muregi	muregi	NOUN
arees-2175	47	20	.	.	PUNCT
arees-2175	48	1	the	the	DET
arees-2175	48	2	major	major	ADJ
arees-2175	48	3	economic	economic	ADJ
arees-2175	48	4	activities	activity	NOUN
arees-2175	48	5	of	of	ADP
arees-2175	48	6	the	the	DET
arees-2175	48	7	communities	community	NOUN
arees-2175	48	8	living	live	VERB
arees-2175	48	9	around	around	ADP
arees-2175	48	10	the	the	DET
arees-2175	48	11	area	area	NOUN
arees-2175	48	12	are	be	AUX
arees-2175	48	13	agriculture	agriculture	NOUN
arees-2175	48	14	and	and	CCONJ
arees-2175	48	15	fishing	fishing	NOUN
arees-2175	48	16	.	.	PUNCT
arees-2175	49	1	these	these	PRON
arees-2175	49	2	are	be	AUX
arees-2175	49	3	the	the	DET
arees-2175	49	4	leading	lead	VERB
arees-2175	49	5	sector	sector	NOUN
arees-2175	49	6	in	in	ADP
arees-2175	49	7	terms	term	NOUN
arees-2175	49	8	of	of	ADP
arees-2175	49	9	employment	employment	NOUN
arees-2175	49	10	,	,	PUNCT
arees-2175	49	11	income	income	NOUN
arees-2175	49	12	earning	earning	NOUN
arees-2175	49	13	and	and	CCONJ
arees-2175	49	14	overall	overall	ADJ
arees-2175	49	15	contribution	contribution	NOUN
arees-2175	49	16	to	to	ADP
arees-2175	49	17	the	the	DET
arees-2175	49	18	socio	socio	NOUN
arees-2175	49	19	-	-	PUNCT
arees-2175	49	20	economic	economic	ADJ
arees-2175	49	21	wellbeing	wellbeing	NOUN
arees-2175	49	22	of	of	ADP
arees-2175	49	23	the	the	DET
arees-2175	49	24	people	people	NOUN
arees-2175	49	25	.	.	PUNCT
arees-2175	50	1	the	the	DET
arees-2175	50	2	kaduna	kaduna	PROPN
arees-2175	50	3	and	and	CCONJ
arees-2175	50	4	niger	niger	PROPN
arees-2175	50	5	river	river	NOUN
arees-2175	50	6	flood	flood	NOUN
arees-2175	50	7	plains	plain	NOUN
arees-2175	50	8	are	be	AUX
arees-2175	50	9	many	many	ADJ
arees-2175	50	10	kilometers	kilometer	NOUN
arees-2175	50	11	wide	wide	ADJ
arees-2175	50	12	at	at	ADP
arees-2175	50	13	the	the	DET
arees-2175	50	14	downstream	downstream	NOUN
arees-2175	50	15	of	of	ADP
arees-2175	50	16	nupe	nupe	ADJ
arees-2175	50	17	basement	basement	PROPN
arees-2175	50	18	boundary	boundary	NOUN
arees-2175	50	19	,	,	PUNCT
arees-2175	50	20	two	two	NUM
arees-2175	50	21	major	major	ADJ
arees-2175	50	22	streams	stream	NOUN
arees-2175	50	23	yanko	yanko	NOUN
arees-2175	50	24	ikko	ikko	NOUN
arees-2175	50	25	,	,	PUNCT
arees-2175	50	26	dumi	dumi	NOUN
arees-2175	50	27	,	,	PUNCT
arees-2175	50	28	ebigi	ebigi	NOUN
arees-2175	50	29	.	.	PUNCT
arees-2175	51	1	all	all	DET
arees-2175	51	2	these	these	PRON
arees-2175	51	3	empty	empty	VERB
arees-2175	51	4	their	their	PRON
arees-2175	51	5	waters	water	NOUN
arees-2175	51	6	in	in	ADP
arees-2175	51	7	to	to	ADP
arees-2175	51	8	niger	niger	NOUN
arees-2175	51	9	river	river	NOUN
arees-2175	51	10	[	[	X
arees-2175	51	11	5	5	NUM
arees-2175	51	12	]	]	PUNCT
arees-2175	51	13	.	.	PUNCT
arees-2175	52	1	figure-1	figure-1	PROPN
arees-2175	52	2	.	.	PUNCT
arees-2175	52	3	map	map	NOUN
arees-2175	52	4	of	of	ADP
arees-2175	52	5	the	the	DET
arees-2175	52	6	study	study	NOUN
arees-2175	52	7	area	area	NOUN
arees-2175	52	8	showing	show	VERB
arees-2175	52	9	parts	part	NOUN
arees-2175	52	10	of	of	ADP
arees-2175	52	11	rivers	river	NOUN
arees-2175	52	12	niger	niger	PROPN
arees-2175	52	13	and	and	CCONJ
arees-2175	52	14	kaduna	kaduna	PROPN
arees-2175	52	15	catchment	catchment	PROPN
arees-2175	52	16	,	,	PUNCT
arees-2175	52	17	north	north	NOUN
arees-2175	52	18	central	central	ADJ
arees-2175	52	19	,	,	PUNCT
arees-2175	52	20	nigeria	nigeria	PROPN
arees-2175	52	21	.	.	PUNCT
arees-2175	53	1	3	3	X
arees-2175	53	2	.	.	X
arees-2175	53	3	material	material	NOUN
arees-2175	53	4	and	and	CCONJ
arees-2175	53	5	methods	method	NOUN
arees-2175	53	6	(	(	PUNCT
arees-2175	53	7	a	a	X
arees-2175	53	8	)	)	PUNCT
arees-2175	53	9	sampling	sample	VERB
arees-2175	53	10	point	point	NOUN
arees-2175	53	11	’s	’s	PART
arees-2175	53	12	identification	identification	NOUN
arees-2175	53	13	water	water	NOUN
arees-2175	53	14	samples	sample	NOUN
arees-2175	53	15	were	be	AUX
arees-2175	53	16	collected	collect	VERB
arees-2175	53	17	from	from	ADP
arees-2175	53	18	eight	eight	NUM
arees-2175	53	19	selected	select	VERB
arees-2175	53	20	sampling	sampling	NOUN
arees-2175	53	21	points	point	NOUN
arees-2175	53	22	in	in	ADP
arees-2175	53	23	the	the	DET
arees-2175	53	24	study	study	NOUN
arees-2175	53	25	area	area	NOUN
arees-2175	53	26	figure	figure	NOUN
arees-2175	53	27	2	2	NUM
arees-2175	53	28	.	.	PUNCT
arees-2175	54	1	the	the	DET
arees-2175	54	2	eight	eight	NUM
arees-2175	54	3	sampling	sampling	NOUN
arees-2175	54	4	points	point	NOUN
arees-2175	54	5	were	be	AUX
arees-2175	54	6	based	base	VERB
arees-2175	54	7	on	on	ADP
arees-2175	54	8	altitude	altitude	NOUN
arees-2175	54	9	and	and	CCONJ
arees-2175	54	10	information	information	NOUN
arees-2175	54	11	from	from	ADP
arees-2175	54	12	the	the	DET
arees-2175	54	13	key	key	ADJ
arees-2175	54	14	stakeholders	stakeholder	NOUN
arees-2175	54	15	in	in	ADP
arees-2175	54	16	the	the	DET
arees-2175	54	17	area	area	NOUN
arees-2175	54	18	.	.	PUNCT
arees-2175	55	1	samples	sample	NOUN
arees-2175	55	2	were	be	AUX
arees-2175	55	3	collected	collect	VERB
arees-2175	55	4	using	use	VERB
arees-2175	55	5	standard	standard	ADJ
arees-2175	55	6	procedures	procedure	NOUN
arees-2175	55	7	for	for	ADP
arees-2175	55	8	water	water	NOUN
arees-2175	55	9	sample	sample	NOUN
arees-2175	55	10	collection	collection	NOUN
arees-2175	55	11	and	and	CCONJ
arees-2175	55	12	preservation	preservation	NOUN
arees-2175	55	13	.	.	PUNCT
arees-2175	56	1	each	each	DET
arees-2175	56	2	sampling	sample	VERB
arees-2175	56	3	point	point	NOUN
arees-2175	56	4	were	be	AUX
arees-2175	56	5	georeferenced	georeference	VERB
arees-2175	56	6	using	use	VERB
arees-2175	56	7	global	global	ADJ
arees-2175	56	8	position	position	NOUN
arees-2175	56	9	system	system	NOUN
arees-2175	56	10	(	(	PUNCT
arees-2175	56	11	gps	gps	NOUN
arees-2175	56	12	)	)	PUNCT
arees-2175	56	13	device	device	NOUN
arees-2175	56	14	in	in	ADP
arees-2175	56	15	longitude	longitude	NOUN
arees-2175	56	16	and	and	CCONJ
arees-2175	56	17	latitude	latitude	NOUN
arees-2175	56	18	in	in	ADP
arees-2175	56	19	degree	degree	NOUN
arees-2175	56	20	,	,	PUNCT
arees-2175	56	21	minutes	minute	NOUN
arees-2175	56	22	and	and	CCONJ
arees-2175	56	23	seconds	second	NOUN
arees-2175	56	24	(	(	PUNCT
arees-2175	56	25	dms	dms	NOUN
arees-2175	56	26	)	)	PUNCT
arees-2175	56	27	format	format	NOUN
arees-2175	56	28	.	.	PUNCT
arees-2175	57	1	asian	asian	ADJ
arees-2175	57	2	review	review	NOUN
arees-2175	57	3	of	of	ADP
arees-2175	57	4	environmental	environmental	ADJ
arees-2175	57	5	and	and	CCONJ
arees-2175	57	6	earth	earth	NOUN
arees-2175	57	7	sciences	science	NOUN
arees-2175	57	8	,	,	PUNCT
arees-2175	57	9	2020	2020	NUM
arees-2175	57	10	,	,	PUNCT
arees-2175	57	11	7(1	7(1	NUM
arees-2175	57	12	):	):	PUNCT
arees-2175	57	13	72	72	NUM
arees-2175	57	14	-	-	SYM
arees-2175	57	15	78	78	NUM
arees-2175	57	16	74	74	NUM
arees-2175	57	17	©	©	ADP
arees-2175	57	18	2020	2020	NUM
arees-2175	57	19	by	by	ADP
arees-2175	57	20	the	the	DET
arees-2175	57	21	authors	author	NOUN
arees-2175	57	22	;	;	PUNCT
arees-2175	57	23	licensee	licensee	PROPN
arees-2175	57	24	asian	asian	ADJ
arees-2175	57	25	online	online	PROPN
arees-2175	57	26	journal	journal	PROPN
arees-2175	57	27	publishing	publishing	NOUN
arees-2175	57	28	group	group	NOUN
arees-2175	57	29	figure-2	figure-2	PROPN
arees-2175	57	30	.	.	PUNCT
arees-2175	57	31	map	map	NOUN
arees-2175	57	32	of	of	ADP
arees-2175	57	33	the	the	DET
arees-2175	57	34	study	study	NOUN
arees-2175	57	35	area	area	NOUN
arees-2175	57	36	showing	show	VERB
arees-2175	57	37	study	study	NOUN
arees-2175	57	38	zones	zone	NOUN
arees-2175	57	39	and	and	CCONJ
arees-2175	57	40	the	the	DET
arees-2175	57	41	sample	sample	NOUN
arees-2175	57	42	points	point	NOUN
arees-2175	57	43	.	.	PUNCT
arees-2175	58	1	(	(	PUNCT
arees-2175	58	2	b	b	X
arees-2175	58	3	)	)	PUNCT
arees-2175	58	4	water	water	NOUN
arees-2175	58	5	sampling	sampling	NOUN
arees-2175	58	6	and	and	CCONJ
arees-2175	58	7	preservation	preservation	NOUN
arees-2175	58	8	a	a	DET
arees-2175	58	9	total	total	NOUN
arees-2175	58	10	of	of	ADP
arees-2175	58	11	thirty	thirty	NUM
arees-2175	58	12	two	two	NUM
arees-2175	58	13	(	(	PUNCT
arees-2175	58	14	32	32	NUM
arees-2175	58	15	)	)	PUNCT
arees-2175	58	16	samples	sample	NOUN
arees-2175	58	17	of	of	ADP
arees-2175	58	18	water	water	NOUN
arees-2175	58	19	and	and	CCONJ
arees-2175	58	20	sediment	sediment	NOUN
arees-2175	58	21	were	be	AUX
arees-2175	58	22	collected	collect	VERB
arees-2175	58	23	during	during	ADP
arees-2175	58	24	rainy	rainy	ADJ
arees-2175	58	25	and	and	CCONJ
arees-2175	58	26	dry	dry	ADJ
arees-2175	58	27	season	season	NOUN
arees-2175	58	28	for	for	ADP
arees-2175	58	29	physico	physico	NOUN
arees-2175	58	30	-	-	PUNCT
arees-2175	58	31	chemical	chemical	NOUN
arees-2175	58	32	analysis	analysis	NOUN
arees-2175	58	33	.	.	PUNCT
arees-2175	59	1	water	water	NOUN
arees-2175	59	2	samples	sample	NOUN
arees-2175	59	3	collected	collect	VERB
arees-2175	59	4	were	be	AUX
arees-2175	59	5	analysed	analyse	VERB
arees-2175	59	6	in	in	ADP
arees-2175	59	7	situ	situ	NOUN
arees-2175	59	8	for	for	ADP
arees-2175	59	9	seven	seven	NUM
arees-2175	59	10	(	(	PUNCT
arees-2175	59	11	7	7	NUM
arees-2175	59	12	)	)	PUNCT
arees-2175	59	13	parameters	parameter	NOUN
arees-2175	59	14	using	use	VERB
arees-2175	59	15	hanna	hanna	PROPN
arees-2175	59	16	multiparameter	multiparameter	NOUN
arees-2175	59	17	analyser	analyser	NOUN
arees-2175	59	18	.	.	PUNCT
arees-2175	60	1	the	the	DET
arees-2175	60	2	samples	sample	NOUN
arees-2175	60	3	were	be	AUX
arees-2175	60	4	preserved	preserve	VERB
arees-2175	60	5	in	in	ADP
arees-2175	60	6	ice	ice	NOUN
arees-2175	60	7	flasks	flask	NOUN
arees-2175	60	8	and	and	CCONJ
arees-2175	60	9	transported	transport	VERB
arees-2175	60	10	immediately	immediately	ADV
arees-2175	60	11	to	to	ADP
arees-2175	60	12	the	the	DET
arees-2175	60	13	reference	reference	NOUN
arees-2175	60	14	laboratory	laboratory	NOUN
arees-2175	60	15	.	.	PUNCT
arees-2175	61	1	upon	upon	SCONJ
arees-2175	61	2	arrival	arrival	NOUN
arees-2175	61	3	,	,	PUNCT
arees-2175	61	4	water	water	NOUN
arees-2175	61	5	and	and	CCONJ
arees-2175	61	6	sediment	sediment	NOUN
arees-2175	61	7	samples	sample	NOUN
arees-2175	61	8	were	be	AUX
arees-2175	61	9	extracted	extract	VERB
arees-2175	61	10	and	and	CCONJ
arees-2175	61	11	analysed	analyse	VERB
arees-2175	61	12	immediately	immediately	ADV
arees-2175	61	13	for	for	ADP
arees-2175	61	14	eight	eight	NUM
arees-2175	61	15	(	(	PUNCT
arees-2175	61	16	8)	8)	NUM
arees-2175	61	17	other	other	ADJ
arees-2175	61	18	parameters	parameter	NOUN
arees-2175	61	19	following	follow	VERB
arees-2175	61	20	the	the	DET
arees-2175	61	21	method	method	NOUN
arees-2175	61	22	outlined	outline	VERB
arees-2175	61	23	by	by	ADP
arees-2175	61	24	federation	federation	PROPN
arees-2175	61	25	&	&	CCONJ
arees-2175	61	26	american	american	PROPN
arees-2175	61	27	public	public	PROPN
arees-2175	61	28	health	health	PROPN
arees-2175	61	29	association	association	PROPN
arees-2175	61	30	fapha	fapha	VERB
arees-2175	62	1	[	[	X
arees-2175	62	2	6	6	NUM
arees-2175	62	3	]	]	PUNCT
arees-2175	62	4	.	.	PUNCT
arees-2175	63	1	(	(	PUNCT
arees-2175	63	2	c	c	X
arees-2175	63	3	)	)	PUNCT
arees-2175	63	4	spatial	spatial	ADJ
arees-2175	63	5	data	datum	NOUN
arees-2175	63	6	analysis	analysis	NOUN
arees-2175	63	7	the	the	DET
arees-2175	63	8	gps	gps	PROPN
arees-2175	63	9	location	location	NOUN
arees-2175	63	10	data	datum	NOUN
arees-2175	63	11	earlier	early	ADV
arees-2175	63	12	captured	capture	VERB
arees-2175	63	13	from	from	ADP
arees-2175	63	14	the	the	DET
arees-2175	63	15	all	all	DET
arees-2175	63	16	sample	sample	NOUN
arees-2175	63	17	points	point	NOUN
arees-2175	63	18	and	and	CCONJ
arees-2175	63	19	the	the	DET
arees-2175	63	20	values	value	NOUN
arees-2175	63	21	for	for	ADP
arees-2175	63	22	the	the	DET
arees-2175	63	23	physico	physico	NOUN
arees-2175	63	24	-	-	PUNCT
arees-2175	63	25	chemical	chemical	NOUN
arees-2175	63	26	parameters	parameter	NOUN
arees-2175	63	27	obtained	obtain	VERB
arees-2175	63	28	from	from	ADP
arees-2175	63	29	analytical	analytical	ADJ
arees-2175	63	30	processes	process	NOUN
arees-2175	63	31	were	be	AUX
arees-2175	63	32	transferred	transfer	VERB
arees-2175	63	33	into	into	ADP
arees-2175	63	34	excel	excel	ADJ
arees-2175	63	35	package	package	NOUN
arees-2175	63	36	of	of	ADP
arees-2175	63	37	the	the	DET
arees-2175	63	38	microsoft	microsoft	PROPN
arees-2175	63	39	office	office	PROPN
arees-2175	63	40	software	software	NOUN
arees-2175	63	41	,	,	PUNCT
arees-2175	63	42	sorted	sort	VERB
arees-2175	63	43	and	and	CCONJ
arees-2175	63	44	saved	save	VERB
arees-2175	63	45	in	in	ADP
arees-2175	63	46	tab	tab	NOUN
arees-2175	63	47	delimited	delimit	VERB
arees-2175	63	48	file	file	NOUN
arees-2175	63	49	format	format	NOUN
arees-2175	63	50	that	that	PRON
arees-2175	63	51	is	be	AUX
arees-2175	63	52	compactible	compactible	ADJ
arees-2175	63	53	in	in	ADP
arees-2175	63	54	arcgis	arcgis	PROPN
arees-2175	63	55	environment	environment	PROPN
arees-2175	63	56	.	.	PUNCT
arees-2175	64	1	arcmap	arcmap	PROPN
arees-2175	64	2	was	be	AUX
arees-2175	64	3	lunched	lunch	VERB
arees-2175	64	4	and	and	CCONJ
arees-2175	64	5	the	the	DET
arees-2175	64	6	prepared	prepare	VERB
arees-2175	64	7	dataset	dataset	NOUN
arees-2175	64	8	was	be	AUX
arees-2175	64	9	imported	import	VERB
arees-2175	64	10	into	into	ADP
arees-2175	64	11	the	the	DET
arees-2175	64	12	table	table	NOUN
arees-2175	64	13	of	of	ADP
arees-2175	64	14	content	content	NOUN
arees-2175	64	15	in	in	ADP
arees-2175	64	16	the	the	DET
arees-2175	64	17	gis	gis	NOUN
arees-2175	64	18	interface	interface	NOUN
arees-2175	64	19	using	use	VERB
arees-2175	64	20	the	the	DET
arees-2175	64	21	tab	tab	NOUN
arees-2175	64	22	delimited	delimit	VERB
arees-2175	64	23	as	as	ADP
arees-2175	64	24	file	file	NOUN
arees-2175	64	25	format	format	NOUN
arees-2175	64	26	,	,	PUNCT
arees-2175	64	27	universal	universal	ADJ
arees-2175	64	28	transverse	transverse	NOUN
arees-2175	64	29	mercator	mercator	NOUN
arees-2175	64	30	(	(	PUNCT
arees-2175	64	31	utm	utm	PROPN
arees-2175	64	32	)	)	PUNCT
arees-2175	64	33	projection	projection	NOUN
arees-2175	64	34	system	system	NOUN
arees-2175	64	35	was	be	AUX
arees-2175	64	36	chosen	choose	VERB
arees-2175	64	37	and	and	CCONJ
arees-2175	64	38	set	set	VERB
arees-2175	64	39	to	to	PART
arees-2175	64	40	zone	zone	VERB
arees-2175	64	41	32n	32n	NUM
arees-2175	64	42	.	.	PUNCT
arees-2175	65	1	therefore	therefore	ADV
arees-2175	65	2	,	,	PUNCT
arees-2175	65	3	interpolation	interpolation	NOUN
arees-2175	65	4	was	be	AUX
arees-2175	65	5	done	do	VERB
arees-2175	65	6	using	use	VERB
arees-2175	65	7	the	the	DET
arees-2175	65	8	spatial	spatial	ADJ
arees-2175	65	9	analysis	analysis	NOUN
arees-2175	65	10	extension	extension	NOUN
arees-2175	65	11	toolbox	toolbox	NOUN
arees-2175	65	12	of	of	ADP
arees-2175	65	13	the	the	DET
arees-2175	65	14	arcgis	arcgis	PROPN
arees-2175	65	15	(	(	PUNCT
arees-2175	65	16	version	version	NOUN
arees-2175	65	17	10.5	10.5	NUM
arees-2175	65	18	)	)	PUNCT
arees-2175	65	19	,	,	PUNCT
arees-2175	65	20	the	the	DET
arees-2175	65	21	inverse	inverse	NOUN
arees-2175	65	22	distance	distance	NOUN
arees-2175	65	23	weighted	weight	VERB
arees-2175	65	24	(	(	PUNCT
arees-2175	65	25	idw	idw	PROPN
arees-2175	65	26	)	)	PUNCT
arees-2175	65	27	technique	technique	NOUN
arees-2175	65	28	was	be	AUX
arees-2175	65	29	chosen	choose	VERB
arees-2175	65	30	because	because	SCONJ
arees-2175	65	31	it	it	PRON
arees-2175	65	32	uses	use	VERB
arees-2175	65	33	the	the	DET
arees-2175	65	34	measured	measured	ADJ
arees-2175	65	35	values	value	NOUN
arees-2175	65	36	surrounding	surround	VERB
arees-2175	65	37	the	the	DET
arees-2175	65	38	prediction	prediction	NOUN
arees-2175	65	39	location	location	NOUN
arees-2175	65	40	to	to	PART
arees-2175	65	41	predict	predict	VERB
arees-2175	65	42	a	a	DET
arees-2175	65	43	value	value	NOUN
arees-2175	65	44	for	for	ADP
arees-2175	65	45	any	any	DET
arees-2175	65	46	unsampled	unsampled	ADJ
arees-2175	65	47	location	location	NOUN
arees-2175	65	48	,	,	PUNCT
arees-2175	65	49	based	base	VERB
arees-2175	65	50	on	on	ADP
arees-2175	65	51	the	the	DET
arees-2175	65	52	assumption	assumption	NOUN
arees-2175	65	53	that	that	SCONJ
arees-2175	65	54	things	thing	NOUN
arees-2175	65	55	that	that	PRON
arees-2175	65	56	are	be	AUX
arees-2175	65	57	close	close	ADJ
arees-2175	65	58	to	to	ADP
arees-2175	65	59	one	one	NUM
arees-2175	65	60	another	another	PRON
arees-2175	65	61	are	be	AUX
arees-2175	65	62	more	more	ADV
arees-2175	65	63	alike	alike	ADV
arees-2175	65	64	than	than	ADP
arees-2175	65	65	those	those	PRON
arees-2175	65	66	that	that	PRON
arees-2175	65	67	are	be	AUX
arees-2175	65	68	further	far	ADV
arees-2175	65	69	apart	apart	ADV
arees-2175	65	70	.	.	PUNCT
arees-2175	66	1	finally	finally	ADV
arees-2175	66	2	,	,	PUNCT
arees-2175	66	3	at	at	ADP
arees-2175	66	4	the	the	DET
arees-2175	66	5	tab	tab	NOUN
arees-2175	66	6	of	of	ADP
arees-2175	66	7	idw	idw	PROPN
arees-2175	66	8	interface	interface	NOUN
arees-2175	66	9	,	,	PUNCT
arees-2175	66	10	the	the	DET
arees-2175	66	11	sample	sample	NOUN
arees-2175	66	12	points	point	NOUN
arees-2175	66	13	were	be	AUX
arees-2175	66	14	selected	select	VERB
arees-2175	66	15	separately	separately	ADV
arees-2175	66	16	and	and	CCONJ
arees-2175	66	17	imported	import	VERB
arees-2175	66	18	,	,	PUNCT
arees-2175	66	19	the	the	DET
arees-2175	66	20	output	output	NOUN
arees-2175	66	21	was	be	AUX
arees-2175	66	22	saved	save	VERB
arees-2175	66	23	and	and	CCONJ
arees-2175	66	24	then	then	ADV
arees-2175	66	25	ok	ok	INTJ
arees-2175	66	26	for	for	ADP
arees-2175	66	27	processing	processing	NOUN
arees-2175	66	28	.	.	PUNCT
arees-2175	67	1	the	the	DET
arees-2175	67	2	result	result	NOUN
arees-2175	67	3	maps	map	NOUN
arees-2175	67	4	were	be	AUX
arees-2175	67	5	then	then	ADV
arees-2175	67	6	exported	export	VERB
arees-2175	67	7	in	in	ADP
arees-2175	67	8	jpeg	jpeg	NOUN
arees-2175	67	9	format	format	NOUN
arees-2175	67	10	after	after	ADP
arees-2175	67	11	adding	add	VERB
arees-2175	67	12	neat	neat	ADJ
arees-2175	67	13	-	-	PUNCT
arees-2175	67	14	line	line	NOUN
arees-2175	67	15	,	,	PUNCT
arees-2175	67	16	grid	grid	NOUN
arees-2175	67	17	,	,	PUNCT
arees-2175	67	18	north	north	NOUN
arees-2175	67	19	arrow	arrow	NOUN
arees-2175	67	20	,	,	PUNCT
arees-2175	67	21	scale	scale	NOUN
arees-2175	67	22	and	and	CCONJ
arees-2175	67	23	legend	legend	NOUN
arees-2175	67	24	for	for	ADP
arees-2175	67	25	presentation	presentation	NOUN
arees-2175	67	26	and	and	CCONJ
arees-2175	67	27	discussion	discussion	NOUN
arees-2175	67	28	.	.	PUNCT
arees-2175	68	1	4	4	X
arees-2175	68	2	.	.	X
arees-2175	68	3	results	result	VERB
arees-2175	68	4	4.1	4.1	NUM
arees-2175	68	5	.	.	PUNCT
arees-2175	69	1	spatial	spatial	ADJ
arees-2175	69	2	distribution	distribution	NOUN
arees-2175	69	3	of	of	ADP
arees-2175	69	4	physico	physico	NOUN
arees-2175	69	5	-	-	PUNCT
arees-2175	69	6	chemical	chemical	NOUN
arees-2175	69	7	characteristics	characteristic	NOUN
arees-2175	69	8	of	of	ADP
arees-2175	69	9	water	water	NOUN
arees-2175	69	10	samples	sample	NOUN
arees-2175	69	11	during	during	ADP
arees-2175	69	12	rainy	rainy	ADJ
arees-2175	69	13	season	season	NOUN
arees-2175	69	14	as	as	SCONJ
arees-2175	69	15	revealed	reveal	VERB
arees-2175	69	16	in	in	ADP
arees-2175	69	17	figure	figure	NOUN
arees-2175	69	18	3	3	NUM
arees-2175	69	19	,	,	PUNCT
arees-2175	69	20	the	the	DET
arees-2175	69	21	value	value	NOUN
arees-2175	69	22	of	of	ADP
arees-2175	69	23	ph	ph	ADJ
arees-2175	69	24	ranges	range	NOUN
arees-2175	69	25	between	between	ADP
arees-2175	69	26	5.2	5.2	NUM
arees-2175	69	27	and	and	CCONJ
arees-2175	69	28	7.4	7.4	NUM
arees-2175	69	29	,	,	PUNCT
arees-2175	69	30	salinity	salinity	NOUN
arees-2175	69	31	ranges	range	VERB
arees-2175	69	32	between	between	ADP
arees-2175	69	33	41psu	41psu	NOUN
arees-2175	69	34	and	and	CCONJ
arees-2175	69	35	81psu	81psu	ADV
arees-2175	69	36	,	,	PUNCT
arees-2175	69	37	temperature	temperature	NOUN
arees-2175	69	38	ranges	range	VERB
arees-2175	69	39	between	between	ADP
arees-2175	69	40	22.1	22.1	NUM
arees-2175	69	41	°	°	NOUN
arees-2175	69	42	c	c	NOUN
arees-2175	69	43	and	and	CCONJ
arees-2175	69	44	23.3	23.3	NUM
arees-2175	69	45	°	°	NOUN
arees-2175	69	46	c	c	NOUN
arees-2175	69	47	,	,	PUNCT
arees-2175	69	48	dissolved	dissolve	VERB
arees-2175	69	49	oxygen	oxygen	NOUN
arees-2175	69	50	(	(	PUNCT
arees-2175	69	51	do	do	AUX
arees-2175	69	52	)	)	PUNCT
arees-2175	69	53	ranges	range	NOUN
arees-2175	69	54	between	between	ADP
arees-2175	69	55	6.9mg	6.9mg	PROPN
arees-2175	69	56	/	/	SYM
arees-2175	69	57	l	l	NOUN
arees-2175	69	58	and	and	CCONJ
arees-2175	69	59	8.6mg	8.6mg	NUM
arees-2175	69	60	/	/	SYM
arees-2175	69	61	l	l	NOUN
arees-2175	69	62	,	,	PUNCT
arees-2175	69	63	conductivity	conductivity	NOUN
arees-2175	69	64	ranges	range	NOUN
arees-2175	69	65	between	between	ADP
arees-2175	69	66	16μs	16μs	ADJ
arees-2175	69	67	/	/	SYM
arees-2175	69	68	cm	cm	NOUN
arees-2175	69	69	and	and	CCONJ
arees-2175	69	70	43μs	43μs	ADJ
arees-2175	69	71	/	/	SYM
arees-2175	69	72	cm	cm	NOUN
arees-2175	69	73	,	,	PUNCT
arees-2175	69	74	total	total	ADJ
arees-2175	69	75	dissolved	dissolve	VERB
arees-2175	69	76	solids	solid	NOUN
arees-2175	69	77	(	(	PUNCT
arees-2175	69	78	tds	tds	ADJ
arees-2175	69	79	)	)	PUNCT
arees-2175	69	80	value	value	NOUN
arees-2175	69	81	ranges	range	VERB
arees-2175	69	82	between	between	ADP
arees-2175	69	83	17.8ppm	17.8ppm	NUM
arees-2175	69	84	and	and	CCONJ
arees-2175	69	85	23.6mg	23.6mg	NUM
arees-2175	69	86	/	/	SYM
arees-2175	69	87	l	l	NOUN
arees-2175	69	88	,	,	PUNCT
arees-2175	69	89	turbidity	turbidity	NOUN
arees-2175	69	90	ranges	range	VERB
arees-2175	69	91	between	between	ADP
arees-2175	69	92	47ntu	47ntu	NOUN
arees-2175	69	93	and	and	CCONJ
arees-2175	69	94	96ntu	96ntu	NOUN
arees-2175	69	95	,	,	PUNCT
arees-2175	69	96	sulphate	sulphate	NOUN
arees-2175	69	97	concentrations	concentration	NOUN
arees-2175	69	98	ranges	range	VERB
arees-2175	69	99	between	between	ADP
arees-2175	69	100	0.72ppm	0.72ppm	NUM
arees-2175	69	101	and	and	CCONJ
arees-2175	69	102	1.95ppm	1.95ppm	NUM
arees-2175	69	103	,	,	PUNCT
arees-2175	69	104	manganese	manganese	NOUN
arees-2175	69	105	(	(	PUNCT
arees-2175	69	106	mn	mn	NOUN
arees-2175	69	107	)	)	PUNCT
arees-2175	69	108	ranges	range	VERB
arees-2175	69	109	between	between	ADP
arees-2175	69	110	0.15ppm	0.15ppm	NUM
arees-2175	69	111	and	and	CCONJ
arees-2175	69	112	0.98ppm	0.98ppm	NUM
arees-2175	69	113	,	,	PUNCT
arees-2175	69	114	chloride	chloride	NOUN
arees-2175	69	115	concentrations	concentration	NOUN
arees-2175	69	116	ranges	range	VERB
arees-2175	69	117	between	between	ADP
arees-2175	69	118	18.51ppm	18.51ppm	NUM
arees-2175	69	119	and	and	CCONJ
arees-2175	69	120	78.79ppm	78.79ppm	NUM
arees-2175	69	121	.	.	NOUN
arees-2175	69	122	chemical	chemical	ADJ
arees-2175	69	123	oxygen	oxygen	NOUN
arees-2175	69	124	demand	demand	NOUN
arees-2175	69	125	(	(	PUNCT
arees-2175	69	126	cod	cod	NOUN
arees-2175	69	127	)	)	PUNCT
arees-2175	69	128	ranges	range	VERB
arees-2175	69	129	between	between	ADP
arees-2175	69	130	13.8ppm	13.8ppm	NUM
arees-2175	69	131	and	and	CCONJ
arees-2175	69	132	23.85ppm	23.85ppm	NUM
arees-2175	69	133	,	,	PUNCT
arees-2175	69	134	biochemical	biochemical	ADJ
arees-2175	69	135	oxygen	oxygen	NOUN
arees-2175	69	136	demand	demand	NOUN
arees-2175	69	137	(	(	PUNCT
arees-2175	69	138	bod	bod	ADJ
arees-2175	69	139	)	)	PUNCT
arees-2175	69	140	ranges	range	NOUN
arees-2175	69	141	between	between	ADP
arees-2175	69	142	7.05ppm	7.05ppm	NUM
arees-2175	69	143	and	and	CCONJ
arees-2175	69	144	12.56ppm	12.56ppm	NOUN
arees-2175	69	145	,	,	PUNCT
arees-2175	69	146	total	total	NOUN
arees-2175	69	147	suspended	suspend	VERB
arees-2175	69	148	solid	solid	ADJ
arees-2175	69	149	(	(	PUNCT
arees-2175	69	150	tss	tss	NOUN
arees-2175	69	151	)	)	PUNCT
arees-2175	69	152	ranges	range	VERB
arees-2175	69	153	between	between	ADP
arees-2175	69	154	15.81ppm	15.81ppm	NUM
arees-2175	69	155	and	and	CCONJ
arees-2175	69	156	38.87ppm	38.87ppm	NUM
arees-2175	69	157	,	,	PUNCT
arees-2175	69	158	total	total	ADJ
arees-2175	69	159	hardness	hardness	NOUN
arees-2175	69	160	(	(	PUNCT
arees-2175	69	161	th	th	NOUN
arees-2175	69	162	)	)	PUNCT
arees-2175	69	163	ranges	range	NOUN
arees-2175	69	164	between	between	ADP
arees-2175	69	165	3.32ppm	3.32ppm	NUM
arees-2175	69	166	and	and	CCONJ
arees-2175	69	167	7.65ppm	7.65ppm	NUM
arees-2175	69	168	and	and	CCONJ
arees-2175	69	169	potassium	potassium	NOUN
arees-2175	69	170	ranges	range	NOUN
arees-2175	69	171	between	between	ADP
arees-2175	69	172	0.08ppm	0.08ppm	NUM
arees-2175	69	173	and	and	CCONJ
arees-2175	69	174	1.54ppm	1.54ppm	NUM
arees-2175	69	175	across	across	ADP
arees-2175	69	176	the	the	DET
arees-2175	69	177	study	study	NOUN
arees-2175	69	178	area	area	NOUN
arees-2175	69	179	during	during	ADP
arees-2175	69	180	rainy	rainy	ADJ
arees-2175	69	181	season	season	NOUN
arees-2175	69	182	.	.	PUNCT
arees-2175	70	1	the	the	DET
arees-2175	70	2	ph	ph	ADJ
arees-2175	70	3	,	,	PUNCT
arees-2175	70	4	salinity	salinity	NOUN
arees-2175	70	5	,	,	PUNCT
arees-2175	70	6	temperature	temperature	NOUN
arees-2175	70	7	,	,	PUNCT
arees-2175	70	8	do	do	AUX
arees-2175	70	9	,	,	PUNCT
arees-2175	70	10	sulphate	sulphate	NOUN
arees-2175	70	11	,	,	PUNCT
arees-2175	70	12	chloride	chloride	NOUN
arees-2175	70	13	,	,	PUNCT
arees-2175	70	14	th	th	X
arees-2175	70	15	and	and	CCONJ
arees-2175	70	16	potassium	potassium	NOUN
arees-2175	70	17	values	value	NOUN
arees-2175	70	18	obtained	obtain	VERB
arees-2175	70	19	are	be	AUX
arees-2175	70	20	all	all	ADV
arees-2175	70	21	within	within	ADP
arees-2175	70	22	nigeria	nigeria	PROPN
arees-2175	70	23	regulatory	regulatory	ADJ
arees-2175	70	24	limit	limit	NOUN
arees-2175	70	25	.	.	PUNCT
arees-2175	71	1	the	the	DET
arees-2175	71	2	values	value	NOUN
arees-2175	71	3	of	of	ADP
arees-2175	71	4	tds	tds	ADJ
arees-2175	71	5	,	,	PUNCT
arees-2175	71	6	turbidity	turbidity	NOUN
arees-2175	71	7	,	,	PUNCT
arees-2175	71	8	mn	mn	PROPN
arees-2175	71	9	,	,	PUNCT
arees-2175	71	10	cod	cod	NOUN
arees-2175	71	11	,	,	PUNCT
arees-2175	71	12	bod	bod	PROPN
arees-2175	71	13	,	,	PUNCT
arees-2175	71	14	tss	tss	NOUN
arees-2175	71	15	in	in	ADP
arees-2175	71	16	the	the	DET
arees-2175	71	17	study	study	NOUN
arees-2175	71	18	area	area	NOUN
arees-2175	71	19	are	be	AUX
arees-2175	71	20	largely	largely	ADV
arees-2175	71	21	above	above	ADP
arees-2175	71	22	nigeria	nigeria	PROPN
arees-2175	71	23	regulatory	regulatory	ADJ
arees-2175	71	24	limits	limit	NOUN
arees-2175	71	25	.	.	PUNCT
arees-2175	72	1	the	the	DET
arees-2175	72	2	relatively	relatively	ADV
arees-2175	72	3	high	high	ADJ
arees-2175	72	4	levels	level	NOUN
arees-2175	72	5	of	of	ADP
arees-2175	72	6	a	a	DET
arees-2175	72	7	number	number	NOUN
arees-2175	72	8	of	of	ADP
arees-2175	72	9	these	these	DET
arees-2175	72	10	parameters	parameter	NOUN
arees-2175	72	11	(	(	PUNCT
arees-2175	72	12	which	which	PRON
arees-2175	72	13	are	be	AUX
arees-2175	72	14	largely	largely	ADV
arees-2175	72	15	higher	high	ADJ
arees-2175	72	16	than	than	ADP
arees-2175	72	17	that	that	PRON
arees-2175	72	18	of	of	ADP
arees-2175	72	19	dry	dry	ADJ
arees-2175	72	20	season	season	NOUN
arees-2175	72	21	)	)	PUNCT
arees-2175	72	22	can	can	AUX
arees-2175	72	23	be	be	AUX
arees-2175	72	24	attributed	attribute	VERB
arees-2175	72	25	to	to	ADP
arees-2175	72	26	higher	high	ADJ
arees-2175	72	27	farming	farming	NOUN
arees-2175	72	28	activities	activity	NOUN
arees-2175	72	29	in	in	ADP
arees-2175	72	30	rainy	rainy	ADJ
arees-2175	72	31	season	season	NOUN
arees-2175	72	32	,	,	PUNCT
arees-2175	72	33	presence	presence	NOUN
arees-2175	72	34	of	of	ADP
arees-2175	72	35	decaying	decay	VERB
arees-2175	72	36	organic	organic	ADJ
arees-2175	72	37	matter	matter	NOUN
arees-2175	72	38	due	due	ADP
arees-2175	72	39	to	to	ADP
arees-2175	72	40	intense	intense	ADJ
arees-2175	72	41	use	use	NOUN
arees-2175	72	42	of	of	ADP
arees-2175	72	43	plant	plant	NOUN
arees-2175	72	44	minerals	mineral	NOUN
arees-2175	72	45	and	and	CCONJ
arees-2175	72	46	pesticides	pesticide	NOUN
arees-2175	72	47	in	in	ADP
arees-2175	72	48	the	the	DET
arees-2175	72	49	study	study	NOUN
arees-2175	72	50	area	area	NOUN
arees-2175	72	51	.	.	PUNCT
arees-2175	73	1	these	these	DET
arees-2175	73	2	values	value	NOUN
arees-2175	73	3	are	be	AUX
arees-2175	73	4	also	also	ADV
arees-2175	73	5	indications	indication	NOUN
arees-2175	73	6	of	of	ADP
arees-2175	73	7	polluted	polluted	ADJ
arees-2175	73	8	water	water	NOUN
arees-2175	73	9	which	which	PRON
arees-2175	73	10	are	be	AUX
arees-2175	73	11	capable	capable	ADJ
arees-2175	73	12	of	of	ADP
arees-2175	73	13	increasing	increase	VERB
arees-2175	73	14	the	the	DET
arees-2175	73	15	concentrations	concentration	NOUN
arees-2175	73	16	of	of	ADP
arees-2175	73	17	hazardous	hazardous	ADJ
arees-2175	73	18	chemical	chemical	NOUN
arees-2175	73	19	(	(	PUNCT
arees-2175	73	20	particularly	particularly	ADV
arees-2175	73	21	from	from	ADP
arees-2175	73	22	intense	intense	ADJ
arees-2175	73	23	agrochemical	agrochemical	NOUN
arees-2175	73	24	use	use	NOUN
arees-2175	73	25	by	by	ADP
arees-2175	73	26	farmers	farmer	NOUN
arees-2175	73	27	)	)	PUNCT
arees-2175	73	28	in	in	ADP
arees-2175	73	29	water	water	NOUN
arees-2175	73	30	in	in	ADP
arees-2175	73	31	the	the	DET
arees-2175	73	32	study	study	NOUN
arees-2175	73	33	area	area	NOUN
arees-2175	73	34	.	.	PUNCT
arees-2175	74	1	asian	asian	ADJ
arees-2175	74	2	review	review	NOUN
arees-2175	74	3	of	of	ADP
arees-2175	74	4	environmental	environmental	ADJ
arees-2175	74	5	and	and	CCONJ
arees-2175	74	6	earth	earth	NOUN
arees-2175	74	7	sciences	science	NOUN
arees-2175	74	8	,	,	PUNCT
arees-2175	74	9	2020	2020	NUM
arees-2175	74	10	,	,	PUNCT
arees-2175	74	11	7(1	7(1	NUM
arees-2175	74	12	):	):	PUNCT
arees-2175	74	13	72	72	NUM
arees-2175	74	14	-	-	SYM
arees-2175	74	15	78	78	NUM
arees-2175	74	16	75	75	NUM
arees-2175	74	17	©	©	PROPN
arees-2175	74	18	2020	2020	NUM
arees-2175	74	19	by	by	ADP
arees-2175	74	20	the	the	DET
arees-2175	74	21	authors	author	NOUN
arees-2175	74	22	;	;	PUNCT
arees-2175	74	23	licensee	licensee	PROPN
arees-2175	74	24	asian	asian	ADJ
arees-2175	74	25	online	online	PROPN
arees-2175	74	26	journal	journal	PROPN
arees-2175	74	27	publishing	publishing	NOUN
arees-2175	74	28	group	group	NOUN
arees-2175	74	29	figure-3	figure-3	NUM
arees-2175	74	30	.	.	PUNCT
arees-2175	74	31	interpolated	interpolate	VERB
arees-2175	74	32	distance	distance	NOUN
arees-2175	74	33	weighted	weight	VERB
arees-2175	74	34	maps	map	NOUN
arees-2175	74	35	of	of	ADP
arees-2175	74	36	(	(	PUNCT
arees-2175	74	37	a	a	PRON
arees-2175	74	38	)	)	PUNCT
arees-2175	74	39	ph	ph	NOUN
arees-2175	74	40	(	(	PUNCT
arees-2175	74	41	b	b	NOUN
arees-2175	74	42	)	)	PUNCT
arees-2175	74	43	salinity	salinity	NOUN
arees-2175	74	44	,	,	PUNCT
arees-2175	74	45	(	(	PUNCT
arees-2175	74	46	c	c	NOUN
arees-2175	74	47	)	)	PUNCT
arees-2175	74	48	temperature	temperature	NOUN
arees-2175	74	49	,	,	PUNCT
arees-2175	74	50	(	(	PUNCT
arees-2175	74	51	d	d	X
arees-2175	74	52	)	)	PUNCT
arees-2175	74	53	do	do	AUX
arees-2175	74	54	,	,	PUNCT
arees-2175	74	55	(	(	PUNCT
arees-2175	74	56	e	e	NOUN
arees-2175	74	57	)	)	PUNCT
arees-2175	74	58	conductivity	conductivity	NOUN
arees-2175	74	59	,	,	PUNCT
arees-2175	74	60	(	(	PUNCT
arees-2175	74	61	f	f	X
arees-2175	74	62	)	)	PUNCT
arees-2175	74	63	tds	tds	PROPN
arees-2175	74	64	,	,	PUNCT
arees-2175	74	65	(	(	PUNCT
arees-2175	74	66	g	g	NOUN
arees-2175	74	67	)	)	PUNCT
arees-2175	74	68	turbidity	turbidity	NOUN
arees-2175	74	69	,	,	PUNCT
arees-2175	74	70	(	(	PUNCT
arees-2175	74	71	h	h	NOUN
arees-2175	74	72	)	)	PUNCT
arees-2175	74	73	sulphate	sulphate	NOUN
arees-2175	74	74	,	,	PUNCT
arees-2175	74	75	(	(	PUNCT
arees-2175	74	76	i	i	NOUN
arees-2175	74	77	)	)	PUNCT
arees-2175	74	78	mn	mn	PROPN
arees-2175	74	79	,	,	PUNCT
arees-2175	74	80	(	(	PUNCT
arees-2175	74	81	j	j	NOUN
arees-2175	74	82	)	)	PUNCT
arees-2175	74	83	chloride	chloride	PROPN
arees-2175	74	84	,	,	PUNCT
arees-2175	74	85	(	(	PUNCT
arees-2175	74	86	k	k	X
arees-2175	74	87	)	)	PUNCT
arees-2175	74	88	cod	cod	NOUN
arees-2175	74	89	,	,	PUNCT
arees-2175	74	90	(	(	PUNCT
arees-2175	74	91	l	l	NOUN
arees-2175	74	92	)	)	PUNCT
arees-2175	74	93	bod	bod	PROPN
arees-2175	74	94	,	,	PUNCT
arees-2175	74	95	(	(	PUNCT
arees-2175	74	96	m	m	NOUN
arees-2175	74	97	)	)	PUNCT
arees-2175	74	98	tss	tss	PROPN
arees-2175	74	99	,	,	PUNCT
arees-2175	74	100	(	(	PUNCT
arees-2175	74	101	n	n	CCONJ
arees-2175	74	102	)	)	PUNCT
arees-2175	74	103	th	th	X
arees-2175	74	104	and	and	CCONJ
arees-2175	74	105	(	(	PUNCT
arees-2175	74	106	o	o	NOUN
arees-2175	74	107	)	)	PUNCT
arees-2175	74	108	potassium	potassium	NOUN
arees-2175	74	109	of	of	ADP
arees-2175	74	110	water	water	NOUN
arees-2175	74	111	samples	sample	NOUN
arees-2175	74	112	during	during	ADP
arees-2175	74	113	rainy	rainy	ADJ
arees-2175	74	114	season	season	NOUN
arees-2175	74	115	.	.	PUNCT
arees-2175	75	1	4.2	4.2	NUM
arees-2175	75	2	.	.	PUNCT
arees-2175	76	1	spatial	spatial	ADJ
arees-2175	76	2	distribution	distribution	NOUN
arees-2175	76	3	of	of	ADP
arees-2175	76	4	physico	physico	NOUN
arees-2175	76	5	-	-	PUNCT
arees-2175	76	6	chemical	chemical	NOUN
arees-2175	76	7	characteristics	characteristic	NOUN
arees-2175	76	8	of	of	ADP
arees-2175	76	9	water	water	NOUN
arees-2175	76	10	samples	sample	NOUN
arees-2175	76	11	during	during	ADP
arees-2175	76	12	dry	dry	ADJ
arees-2175	76	13	season	season	NOUN
arees-2175	76	14	as	as	SCONJ
arees-2175	76	15	revealed	reveal	VERB
arees-2175	76	16	in	in	ADP
arees-2175	76	17	figure	figure	NOUN
arees-2175	76	18	4	4	NUM
arees-2175	76	19	,	,	PUNCT
arees-2175	76	20	the	the	DET
arees-2175	76	21	value	value	NOUN
arees-2175	76	22	of	of	ADP
arees-2175	76	23	ph	ph	ADJ
arees-2175	76	24	ranges	range	NOUN
arees-2175	76	25	between	between	ADP
arees-2175	76	26	5.4	5.4	NUM
arees-2175	76	27	and	and	CCONJ
arees-2175	76	28	6.9	6.9	NUM
arees-2175	76	29	,	,	PUNCT
arees-2175	76	30	salinity	salinity	NOUN
arees-2175	76	31	ranges	range	VERB
arees-2175	76	32	between	between	ADP
arees-2175	76	33	28psu	28psu	NOUN
arees-2175	76	34	and	and	CCONJ
arees-2175	76	35	64psu	64psu	NOUN
arees-2175	76	36	,	,	PUNCT
arees-2175	76	37	temperature	temperature	NOUN
arees-2175	76	38	ranges	range	VERB
arees-2175	76	39	between	between	ADP
arees-2175	76	40	25.12	25.12	NUM
arees-2175	76	41	°	°	NOUN
arees-2175	76	42	c	c	NOUN
arees-2175	76	43	and	and	CCONJ
arees-2175	76	44	28.1	28.1	NUM
arees-2175	76	45	°	°	NOUN
arees-2175	76	46	c	c	NOUN
arees-2175	76	47	,	,	PUNCT
arees-2175	76	48	dissolved	dissolve	VERB
arees-2175	76	49	oxygen	oxygen	NOUN
arees-2175	76	50	(	(	PUNCT
arees-2175	76	51	do	do	AUX
arees-2175	76	52	)	)	PUNCT
arees-2175	76	53	ranges	range	NOUN
arees-2175	76	54	between	between	ADP
arees-2175	76	55	5.3mg	5.3mg	NUM
arees-2175	76	56	/	/	SYM
arees-2175	76	57	l	l	NOUN
arees-2175	76	58	and	and	CCONJ
arees-2175	76	59	6.6mg	6.6mg	NUM
arees-2175	76	60	/	/	SYM
arees-2175	76	61	l	l	NOUN
arees-2175	76	62	,	,	PUNCT
arees-2175	76	63	conductivity	conductivity	NOUN
arees-2175	76	64	ranges	range	NOUN
arees-2175	76	65	between	between	ADP
arees-2175	76	66	10μs	10μs	ADJ
arees-2175	76	67	/	/	SYM
arees-2175	76	68	cm	cm	NOUN
arees-2175	76	69	and	and	CCONJ
arees-2175	76	70	30μs	30μs	ADJ
arees-2175	76	71	/	/	SYM
arees-2175	76	72	cm	cm	NOUN
arees-2175	76	73	,	,	PUNCT
arees-2175	76	74	total	total	ADJ
arees-2175	76	75	dissolved	dissolve	VERB
arees-2175	76	76	solids	solid	NOUN
arees-2175	76	77	(	(	PUNCT
arees-2175	76	78	tds	tds	ADJ
arees-2175	76	79	)	)	PUNCT
arees-2175	76	80	value	value	NOUN
arees-2175	76	81	ranges	range	VERB
arees-2175	76	82	between	between	ADP
arees-2175	76	83	6.7ppm	6.7ppm	NUM
arees-2175	76	84	and	and	CCONJ
arees-2175	76	85	20.1mg	20.1mg	NUM
arees-2175	76	86	/	/	SYM
arees-2175	76	87	l	l	NOUN
arees-2175	76	88	,	,	PUNCT
arees-2175	76	89	turbidity	turbidity	NOUN
arees-2175	76	90	ranges	range	VERB
arees-2175	76	91	between	between	ADP
arees-2175	76	92	12.71ntu	12.71ntu	PROPN
arees-2175	76	93	and	and	CCONJ
arees-2175	76	94	88ntu	88ntu	NOUN
arees-2175	76	95	,	,	PUNCT
arees-2175	76	96	sulphate	sulphate	NOUN
arees-2175	76	97	concentrations	concentration	NOUN
arees-2175	76	98	ranges	range	VERB
arees-2175	76	99	between	between	ADP
arees-2175	76	100	0.69ppm	0.69ppm	NUM
arees-2175	76	101	and	and	CCONJ
arees-2175	76	102	2.15ppm	2.15ppm	NUM
arees-2175	76	103	,	,	PUNCT
arees-2175	76	104	manganese	manganese	NOUN
arees-2175	76	105	(	(	PUNCT
arees-2175	76	106	mn	mn	NOUN
arees-2175	76	107	)	)	PUNCT
arees-2175	76	108	ranges	range	VERB
arees-2175	76	109	between	between	ADP
arees-2175	76	110	0.08ppm	0.08ppm	NUM
arees-2175	76	111	and	and	CCONJ
arees-2175	76	112	1.06ppm	1.06ppm	NUM
arees-2175	76	113	,	,	PUNCT
arees-2175	76	114	chloride	chloride	NOUN
arees-2175	76	115	concentrations	concentration	NOUN
arees-2175	76	116	ranges	range	VERB
arees-2175	76	117	between	between	ADP
arees-2175	76	118	35.51ppm	35.51ppm	PROPN
arees-2175	76	119	and	and	CCONJ
arees-2175	76	120	105.98ppm	105.98ppm	NUM
arees-2175	76	121	.	.	PUNCT
arees-2175	76	122	chemical	chemical	ADJ
arees-2175	76	123	oxygen	oxygen	NOUN
arees-2175	76	124	demand	demand	NOUN
arees-2175	76	125	(	(	PUNCT
arees-2175	76	126	cod	cod	NOUN
arees-2175	76	127	)	)	PUNCT
arees-2175	76	128	ranges	range	VERB
arees-2175	76	129	between	between	ADP
arees-2175	76	130	24.81ppm	24.81ppm	NUM
arees-2175	76	131	and	and	CCONJ
arees-2175	76	132	44.99ppm	44.99ppm	NUM
arees-2175	76	133	,	,	PUNCT
arees-2175	76	134	biochemical	biochemical	ADJ
arees-2175	76	135	oxygen	oxygen	NOUN
arees-2175	76	136	demand	demand	NOUN
arees-2175	76	137	(	(	PUNCT
arees-2175	76	138	bod	bod	ADJ
arees-2175	76	139	)	)	PUNCT
arees-2175	76	140	ranges	range	NOUN
arees-2175	76	141	between	between	ADP
arees-2175	76	142	9.82ppm	9.82ppm	NUM
arees-2175	76	143	and	and	CCONJ
arees-2175	76	144	18.1ppm	18.1ppm	NUM
arees-2175	76	145	,	,	PUNCT
arees-2175	76	146	total	total	NOUN
arees-2175	76	147	suspended	suspend	VERB
arees-2175	76	148	solid	solid	ADJ
arees-2175	76	149	(	(	PUNCT
arees-2175	76	150	tss	tss	NOUN
arees-2175	76	151	)	)	PUNCT
arees-2175	76	152	ranges	range	VERB
arees-2175	76	153	between	between	ADP
arees-2175	76	154	30ppm	30ppm	NUM
arees-2175	76	155	and	and	CCONJ
arees-2175	76	156	53ppm	53ppm	ADJ
arees-2175	76	157	,	,	PUNCT
arees-2175	77	1	total	total	ADJ
arees-2175	77	2	hardness	hardness	NOUN
arees-2175	77	3	(	(	PUNCT
arees-2175	77	4	th	th	NOUN
arees-2175	77	5	)	)	PUNCT
arees-2175	77	6	ranges	range	NOUN
arees-2175	77	7	between	between	ADP
arees-2175	77	8	4.6ppm	4.6ppm	NUM
arees-2175	77	9	and	and	CCONJ
arees-2175	77	10	10.52ppm	10.52ppm	NUM
arees-2175	77	11	and	and	CCONJ
arees-2175	77	12	potassium	potassium	NOUN
arees-2175	77	13	ranges	range	NOUN
arees-2175	77	14	between	between	ADP
arees-2175	77	15	0.13ppm	0.13ppm	NUM
arees-2175	77	16	and	and	CCONJ
arees-2175	77	17	2.07ppm	2.07ppm	NUM
arees-2175	77	18	across	across	ADP
arees-2175	77	19	the	the	DET
arees-2175	77	20	study	study	NOUN
arees-2175	77	21	area	area	NOUN
arees-2175	77	22	.	.	PUNCT
arees-2175	78	1	the	the	DET
arees-2175	78	2	values	value	NOUN
arees-2175	78	3	of	of	ADP
arees-2175	78	4	tds	tds	ADJ
arees-2175	78	5	,	,	PUNCT
arees-2175	78	6	turbidity	turbidity	NOUN
arees-2175	78	7	,	,	PUNCT
arees-2175	78	8	mn	mn	PROPN
arees-2175	78	9	,	,	PUNCT
arees-2175	78	10	cod	cod	NOUN
arees-2175	78	11	,	,	PUNCT
arees-2175	78	12	bod	bod	PROPN
arees-2175	78	13	,	,	PUNCT
arees-2175	78	14	tss	tss	NOUN
arees-2175	78	15	in	in	ADP
arees-2175	78	16	the	the	DET
arees-2175	78	17	study	study	NOUN
arees-2175	78	18	area	area	NOUN
arees-2175	78	19	are	be	AUX
arees-2175	78	20	largely	largely	ADV
arees-2175	78	21	above	above	ADP
arees-2175	78	22	nigeria	nigeria	PROPN
arees-2175	78	23	regulatory	regulatory	ADJ
arees-2175	78	24	limits	limit	NOUN
arees-2175	78	25	.	.	PUNCT
arees-2175	79	1	the	the	DET
arees-2175	79	2	relatively	relatively	ADV
arees-2175	79	3	high	high	ADJ
arees-2175	79	4	levels	level	NOUN
arees-2175	79	5	of	of	ADP
arees-2175	79	6	a	a	DET
arees-2175	79	7	number	number	NOUN
arees-2175	79	8	of	of	ADP
arees-2175	79	9	these	these	DET
arees-2175	79	10	parameters	parameter	NOUN
arees-2175	79	11	during	during	ADP
arees-2175	79	12	dry	dry	ADJ
arees-2175	79	13	season	season	NOUN
arees-2175	79	14	(	(	PUNCT
arees-2175	79	15	although	although	SCONJ
arees-2175	79	16	largely	largely	ADV
arees-2175	79	17	lower	low	ADJ
arees-2175	79	18	than	than	ADP
arees-2175	79	19	that	that	PRON
arees-2175	79	20	of	of	ADP
arees-2175	79	21	rainy	rainy	ADJ
arees-2175	79	22	season	season	NOUN
arees-2175	79	23	)	)	PUNCT
arees-2175	79	24	can	can	AUX
arees-2175	79	25	also	also	ADV
arees-2175	79	26	be	be	AUX
arees-2175	79	27	attributed	attribute	VERB
arees-2175	79	28	to	to	ADP
arees-2175	79	29	the	the	DET
arees-2175	79	30	presence	presence	NOUN
arees-2175	79	31	of	of	ADP
arees-2175	79	32	decaying	decay	VERB
arees-2175	79	33	organic	organic	ADJ
arees-2175	79	34	matter	matter	NOUN
arees-2175	79	35	due	due	ADP
arees-2175	79	36	to	to	ADP
arees-2175	79	37	use	use	NOUN
arees-2175	79	38	of	of	ADP
arees-2175	79	39	plant	plant	NOUN
arees-2175	79	40	minerals	mineral	NOUN
arees-2175	79	41	and	and	CCONJ
arees-2175	79	42	pesticides	pesticide	NOUN
arees-2175	79	43	in	in	ADP
arees-2175	79	44	the	the	DET
arees-2175	79	45	study	study	NOUN
arees-2175	79	46	area	area	NOUN
arees-2175	79	47	.	.	PUNCT
arees-2175	80	1	these	these	DET
arees-2175	80	2	values	value	NOUN
arees-2175	80	3	are	be	AUX
arees-2175	80	4	also	also	ADV
arees-2175	80	5	indications	indication	NOUN
arees-2175	80	6	of	of	ADP
arees-2175	80	7	polluted	polluted	ADJ
arees-2175	80	8	water	water	NOUN
arees-2175	80	9	which	which	PRON
arees-2175	80	10	are	be	AUX
arees-2175	80	11	capable	capable	ADJ
arees-2175	80	12	of	of	ADP
arees-2175	80	13	increasing	increase	VERB
arees-2175	80	14	the	the	DET
arees-2175	80	15	concentrations	concentration	NOUN
arees-2175	80	16	of	of	ADP
arees-2175	80	17	hazardous	hazardous	ADJ
arees-2175	80	18	chemical	chemical	NOUN
arees-2175	80	19	(	(	PUNCT
arees-2175	80	20	particularly	particularly	ADV
arees-2175	80	21	from	from	ADP
arees-2175	80	22	intense	intense	ADJ
arees-2175	80	23	agrochemical	agrochemical	NOUN
arees-2175	80	24	use	use	NOUN
arees-2175	80	25	by	by	ADP
arees-2175	80	26	farmers	farmer	NOUN
arees-2175	80	27	)	)	PUNCT
arees-2175	80	28	in	in	ADP
arees-2175	80	29	water	water	NOUN
arees-2175	80	30	in	in	ADP
arees-2175	80	31	the	the	DET
arees-2175	80	32	study	study	NOUN
arees-2175	80	33	area	area	NOUN
arees-2175	80	34	.	.	PUNCT
arees-2175	81	1	asian	asian	ADJ
arees-2175	81	2	review	review	NOUN
arees-2175	81	3	of	of	ADP
arees-2175	81	4	environmental	environmental	ADJ
arees-2175	81	5	and	and	CCONJ
arees-2175	81	6	earth	earth	NOUN
arees-2175	81	7	sciences	science	NOUN
arees-2175	81	8	,	,	PUNCT
arees-2175	81	9	2020	2020	NUM
arees-2175	81	10	,	,	PUNCT
arees-2175	81	11	7(1	7(1	NUM
arees-2175	81	12	):	):	PUNCT
arees-2175	81	13	72	72	NUM
arees-2175	81	14	-	-	SYM
arees-2175	81	15	78	78	NUM
arees-2175	81	16	76	76	NUM
arees-2175	81	17	©	©	ADP
arees-2175	81	18	2020	2020	NUM
arees-2175	81	19	by	by	ADP
arees-2175	81	20	the	the	DET
arees-2175	81	21	authors	author	NOUN
arees-2175	81	22	;	;	PUNCT
arees-2175	81	23	licensee	licensee	PROPN
arees-2175	81	24	asian	asian	ADJ
arees-2175	81	25	online	online	PROPN
arees-2175	81	26	journal	journal	PROPN
arees-2175	81	27	publishing	publishing	NOUN
arees-2175	81	28	group	group	PROPN
arees-2175	81	29	figure-4	figure-4	PROPN
arees-2175	81	30	.	.	PUNCT
arees-2175	81	31	interpolated	interpolate	VERB
arees-2175	81	32	distance	distance	NOUN
arees-2175	81	33	weighted	weight	VERB
arees-2175	81	34	maps	map	NOUN
arees-2175	81	35	of	of	ADP
arees-2175	81	36	(	(	PUNCT
arees-2175	81	37	a	a	PRON
arees-2175	81	38	)	)	PUNCT
arees-2175	81	39	ph	ph	NOUN
arees-2175	81	40	(	(	PUNCT
arees-2175	81	41	b	b	NOUN
arees-2175	81	42	)	)	PUNCT
arees-2175	81	43	salinity	salinity	NOUN
arees-2175	81	44	,	,	PUNCT
arees-2175	81	45	(	(	PUNCT
arees-2175	81	46	c	c	NOUN
arees-2175	81	47	)	)	PUNCT
arees-2175	81	48	temperature	temperature	NOUN
arees-2175	81	49	,	,	PUNCT
arees-2175	81	50	(	(	PUNCT
arees-2175	81	51	d	d	X
arees-2175	81	52	)	)	PUNCT
arees-2175	81	53	do	do	AUX
arees-2175	81	54	,	,	PUNCT
arees-2175	81	55	(	(	PUNCT
arees-2175	81	56	e	e	NOUN
arees-2175	81	57	)	)	PUNCT
arees-2175	81	58	conductivity	conductivity	NOUN
arees-2175	81	59	,	,	PUNCT
arees-2175	81	60	(	(	PUNCT
arees-2175	81	61	f	f	X
arees-2175	81	62	)	)	PUNCT
arees-2175	81	63	tds	tds	PROPN
arees-2175	81	64	,	,	PUNCT
arees-2175	81	65	(	(	PUNCT
arees-2175	81	66	g	g	NOUN
arees-2175	81	67	)	)	PUNCT
arees-2175	81	68	turbidity	turbidity	NOUN
arees-2175	81	69	,	,	PUNCT
arees-2175	81	70	(	(	PUNCT
arees-2175	81	71	h	h	NOUN
arees-2175	81	72	)	)	PUNCT
arees-2175	81	73	sulphate	sulphate	NOUN
arees-2175	81	74	,	,	PUNCT
arees-2175	81	75	(	(	PUNCT
arees-2175	81	76	i	i	NOUN
arees-2175	81	77	)	)	PUNCT
arees-2175	81	78	mn	mn	PROPN
arees-2175	81	79	,	,	PUNCT
arees-2175	81	80	(	(	PUNCT
arees-2175	81	81	j	j	NOUN
arees-2175	81	82	)	)	PUNCT
arees-2175	81	83	chloride	chloride	PROPN
arees-2175	81	84	,	,	PUNCT
arees-2175	81	85	(	(	PUNCT
arees-2175	81	86	k	k	X
arees-2175	81	87	)	)	PUNCT
arees-2175	81	88	cod	cod	NOUN
arees-2175	81	89	,	,	PUNCT
arees-2175	81	90	(	(	PUNCT
arees-2175	81	91	l	l	NOUN
arees-2175	81	92	)	)	PUNCT
arees-2175	81	93	bod	bod	PROPN
arees-2175	81	94	,	,	PUNCT
arees-2175	81	95	(	(	PUNCT
arees-2175	81	96	m	m	NOUN
arees-2175	81	97	)	)	PUNCT
arees-2175	81	98	tss	tss	PROPN
arees-2175	81	99	,	,	PUNCT
arees-2175	81	100	(	(	PUNCT
arees-2175	81	101	n	n	CCONJ
arees-2175	81	102	)	)	PUNCT
arees-2175	81	103	th	th	X
arees-2175	81	104	and	and	CCONJ
arees-2175	81	105	(	(	PUNCT
arees-2175	81	106	o	o	NOUN
arees-2175	81	107	)	)	PUNCT
arees-2175	81	108	potassium	potassium	NOUN
arees-2175	81	109	of	of	ADP
arees-2175	81	110	water	water	NOUN
arees-2175	81	111	samples	sample	NOUN
arees-2175	81	112	of	of	ADP
arees-2175	81	113	dry	dry	ADJ
arees-2175	81	114	season	season	NOUN
arees-2175	81	115	.	.	PUNCT
arees-2175	82	1	4.3	4.3	NUM
arees-2175	82	2	.	.	PUNCT
arees-2175	82	3	spatial	spatial	ADJ
arees-2175	82	4	distribution	distribution	NOUN
arees-2175	82	5	of	of	ADP
arees-2175	82	6	physico	physico	NOUN
arees-2175	82	7	-	-	PUNCT
arees-2175	82	8	chemical	chemical	NOUN
arees-2175	82	9	characteristics	characteristic	NOUN
arees-2175	82	10	of	of	ADP
arees-2175	82	11	sediment	sediment	NOUN
arees-2175	82	12	samples	sample	NOUN
arees-2175	82	13	during	during	ADP
arees-2175	82	14	rainy	rainy	ADJ
arees-2175	82	15	season	season	NOUN
arees-2175	82	16	as	as	SCONJ
arees-2175	82	17	revealed	reveal	VERB
arees-2175	82	18	in	in	ADP
arees-2175	82	19	figure	figure	NOUN
arees-2175	82	20	5	5	NUM
arees-2175	82	21	,	,	PUNCT
arees-2175	82	22	the	the	DET
arees-2175	82	23	value	value	NOUN
arees-2175	82	24	of	of	ADP
arees-2175	82	25	sulphate	sulphate	NOUN
arees-2175	82	26	concentrations	concentration	NOUN
arees-2175	82	27	ranges	range	VERB
arees-2175	82	28	between	between	ADP
arees-2175	82	29	4.61ppm	4.61ppm	NUM
arees-2175	82	30	and	and	CCONJ
arees-2175	82	31	8.62ppm	8.62ppm	NUM
arees-2175	82	32	,	,	PUNCT
arees-2175	82	33	manganese	manganese	NOUN
arees-2175	82	34	(	(	PUNCT
arees-2175	82	35	mn	mn	NOUN
arees-2175	82	36	)	)	PUNCT
arees-2175	82	37	ranges	range	VERB
arees-2175	82	38	between	between	ADP
arees-2175	82	39	0.96ppm	0.96ppm	NUM
arees-2175	82	40	and	and	CCONJ
arees-2175	82	41	2.86ppm	2.86ppm	NUM
arees-2175	82	42	,	,	PUNCT
arees-2175	82	43	chloride	chloride	NOUN
arees-2175	82	44	concentrations	concentration	NOUN
arees-2175	82	45	ranges	range	VERB
arees-2175	82	46	between	between	ADP
arees-2175	82	47	5.13ppm	5.13ppm	NUM
arees-2175	82	48	and	and	CCONJ
arees-2175	82	49	32.65ppm	32.65ppm	NUM
arees-2175	82	50	.	.	NOUN
arees-2175	82	51	potassium	potassium	NOUN
arees-2175	82	52	ranges	range	NOUN
arees-2175	82	53	between	between	ADP
arees-2175	82	54	4.6ppm	4.6ppm	NUM
arees-2175	82	55	and	and	CCONJ
arees-2175	82	56	52.69ppm	52.69ppm	NUM
arees-2175	82	57	across	across	ADP
arees-2175	82	58	the	the	DET
arees-2175	82	59	study	study	NOUN
arees-2175	82	60	area	area	NOUN
arees-2175	82	61	.	.	PUNCT
arees-2175	83	1	the	the	DET
arees-2175	83	2	relatively	relatively	ADV
arees-2175	83	3	high	high	ADJ
arees-2175	83	4	levels	level	NOUN
arees-2175	83	5	of	of	ADP
arees-2175	83	6	a	a	DET
arees-2175	83	7	number	number	NOUN
arees-2175	83	8	of	of	ADP
arees-2175	83	9	these	these	DET
arees-2175	83	10	parameters	parameter	NOUN
arees-2175	83	11	during	during	ADP
arees-2175	83	12	rainy	rainy	ADJ
arees-2175	83	13	season	season	NOUN
arees-2175	83	14	can	can	AUX
arees-2175	83	15	be	be	AUX
arees-2175	83	16	attributed	attribute	VERB
arees-2175	83	17	to	to	ADP
arees-2175	83	18	the	the	DET
arees-2175	83	19	presence	presence	NOUN
arees-2175	83	20	of	of	ADP
arees-2175	83	21	decaying	decay	VERB
arees-2175	83	22	organic	organic	ADJ
arees-2175	83	23	matter	matter	NOUN
arees-2175	83	24	due	due	ADP
arees-2175	83	25	to	to	ADP
arees-2175	83	26	use	use	NOUN
arees-2175	83	27	of	of	ADP
arees-2175	83	28	plant	plant	NOUN
arees-2175	83	29	minerals	mineral	NOUN
arees-2175	83	30	and	and	CCONJ
arees-2175	83	31	pesticides	pesticide	NOUN
arees-2175	83	32	in	in	ADP
arees-2175	83	33	the	the	DET
arees-2175	83	34	study	study	NOUN
arees-2175	83	35	area	area	NOUN
arees-2175	83	36	.	.	PUNCT
arees-2175	84	1	these	these	DET
arees-2175	84	2	values	value	NOUN
arees-2175	84	3	are	be	AUX
arees-2175	84	4	also	also	ADV
arees-2175	84	5	indications	indication	NOUN
arees-2175	84	6	of	of	ADP
arees-2175	84	7	polluted	polluted	ADJ
arees-2175	84	8	water	water	NOUN
arees-2175	84	9	which	which	PRON
arees-2175	84	10	are	be	AUX
arees-2175	84	11	capable	capable	ADJ
arees-2175	84	12	of	of	ADP
arees-2175	84	13	increasing	increase	VERB
arees-2175	84	14	the	the	DET
arees-2175	84	15	concentrations	concentration	NOUN
arees-2175	84	16	of	of	ADP
arees-2175	84	17	hazardous	hazardous	ADJ
arees-2175	84	18	chemical	chemical	NOUN
arees-2175	84	19	(	(	PUNCT
arees-2175	84	20	particularly	particularly	ADV
arees-2175	84	21	from	from	ADP
arees-2175	84	22	intense	intense	ADJ
arees-2175	84	23	agrochemical	agrochemical	NOUN
arees-2175	84	24	use	use	NOUN
arees-2175	84	25	by	by	ADP
arees-2175	84	26	farmers	farmer	NOUN
arees-2175	84	27	)	)	PUNCT
arees-2175	84	28	in	in	ADP
arees-2175	84	29	water	water	NOUN
arees-2175	84	30	in	in	ADP
arees-2175	84	31	the	the	DET
arees-2175	84	32	study	study	NOUN
arees-2175	84	33	area	area	NOUN
arees-2175	84	34	.	.	PUNCT
arees-2175	85	1	asian	asian	ADJ
arees-2175	85	2	review	review	NOUN
arees-2175	85	3	of	of	ADP
arees-2175	85	4	environmental	environmental	ADJ
arees-2175	85	5	and	and	CCONJ
arees-2175	85	6	earth	earth	NOUN
arees-2175	85	7	sciences	science	NOUN
arees-2175	85	8	,	,	PUNCT
arees-2175	85	9	2020	2020	NUM
arees-2175	85	10	,	,	PUNCT
arees-2175	85	11	7(1	7(1	NUM
arees-2175	85	12	):	):	PUNCT
arees-2175	85	13	72	72	NUM
arees-2175	85	14	-	-	SYM
arees-2175	85	15	78	78	NUM
arees-2175	85	16	77	77	NUM
arees-2175	85	17	©	©	PROPN
arees-2175	85	18	2020	2020	NUM
arees-2175	85	19	by	by	ADP
arees-2175	85	20	the	the	DET
arees-2175	85	21	authors	author	NOUN
arees-2175	85	22	;	;	PUNCT
arees-2175	85	23	licensee	licensee	PROPN
arees-2175	85	24	asian	asian	ADJ
arees-2175	85	25	online	online	PROPN
arees-2175	85	26	journal	journal	PROPN
arees-2175	85	27	publishing	publishing	NOUN
arees-2175	85	28	group	group	NOUN
arees-2175	85	29	figure-5	figure-5	PROPN
arees-2175	85	30	.	.	PUNCT
arees-2175	85	31	interpolated	interpolate	VERB
arees-2175	85	32	distance	distance	NOUN
arees-2175	85	33	weighted	weight	VERB
arees-2175	85	34	maps	map	NOUN
arees-2175	85	35	of	of	ADP
arees-2175	85	36	(	(	PUNCT
arees-2175	85	37	a	a	PRON
arees-2175	85	38	)	)	PUNCT
arees-2175	85	39	sulphate	sulphate	NOUN
arees-2175	85	40	,	,	PUNCT
arees-2175	85	41	(	(	PUNCT
arees-2175	85	42	b	b	X
arees-2175	85	43	)	)	PUNCT
arees-2175	85	44	mn	mn	PROPN
arees-2175	85	45	,	,	PUNCT
arees-2175	85	46	(	(	PUNCT
arees-2175	85	47	c	c	NOUN
arees-2175	85	48	)	)	PUNCT
arees-2175	85	49	chloride	chloride	NOUN
arees-2175	85	50	,	,	PUNCT
arees-2175	85	51	(	(	PUNCT
arees-2175	85	52	d	d	NOUN
arees-2175	85	53	)	)	PUNCT
arees-2175	85	54	potassium	potassium	NOUN
arees-2175	85	55	of	of	ADP
arees-2175	85	56	sediment	sediment	NOUN
arees-2175	85	57	samples	sample	NOUN
arees-2175	85	58	of	of	ADP
arees-2175	85	59	rainy	rainy	ADJ
arees-2175	85	60	season	season	NOUN
arees-2175	85	61	.	.	PUNCT
arees-2175	86	1	figure-6	figure-6	X
arees-2175	86	2	.	.	NOUN
arees-2175	86	3	interpolated	interpolate	VERB
arees-2175	86	4	distance	distance	NOUN
arees-2175	86	5	weighted	weight	VERB
arees-2175	86	6	maps	map	NOUN
arees-2175	86	7	of	of	ADP
arees-2175	86	8	(	(	PUNCT
arees-2175	86	9	a	a	PRON
arees-2175	86	10	)	)	PUNCT
arees-2175	86	11	sulphate	sulphate	NOUN
arees-2175	86	12	,	,	PUNCT
arees-2175	86	13	(	(	PUNCT
arees-2175	86	14	b	b	X
arees-2175	86	15	)	)	PUNCT
arees-2175	86	16	mn	mn	PROPN
arees-2175	86	17	,	,	PUNCT
arees-2175	86	18	(	(	PUNCT
arees-2175	86	19	c	c	NOUN
arees-2175	86	20	)	)	PUNCT
arees-2175	86	21	chloride	chloride	NOUN
arees-2175	86	22	,	,	PUNCT
arees-2175	86	23	(	(	PUNCT
arees-2175	86	24	d	d	NOUN
arees-2175	86	25	)	)	PUNCT
arees-2175	86	26	potassium	potassium	NOUN
arees-2175	86	27	of	of	ADP
arees-2175	86	28	sediment	sediment	NOUN
arees-2175	86	29	samples	sample	NOUN
arees-2175	86	30	of	of	ADP
arees-2175	86	31	dry	dry	ADJ
arees-2175	86	32	season	season	NOUN
arees-2175	86	33	.	.	PUNCT
arees-2175	87	1	asian	asian	ADJ
arees-2175	87	2	review	review	NOUN
arees-2175	87	3	of	of	ADP
arees-2175	87	4	environmental	environmental	ADJ
arees-2175	87	5	and	and	CCONJ
arees-2175	87	6	earth	earth	NOUN
arees-2175	87	7	sciences	science	NOUN
arees-2175	87	8	,	,	PUNCT
arees-2175	87	9	2020	2020	NUM
arees-2175	87	10	,	,	PUNCT
arees-2175	87	11	7(1	7(1	NUM
arees-2175	87	12	):	):	PUNCT
arees-2175	87	13	72	72	NUM
arees-2175	87	14	-	-	SYM
arees-2175	87	15	78	78	NUM
arees-2175	87	16	78	78	NUM
arees-2175	87	17	©	©	ADP
arees-2175	87	18	2020	2020	NUM
arees-2175	87	19	by	by	ADP
arees-2175	87	20	the	the	DET
arees-2175	87	21	authors	author	NOUN
arees-2175	87	22	;	;	PUNCT
arees-2175	87	23	licensee	licensee	PROPN
arees-2175	87	24	asian	asian	ADJ
arees-2175	87	25	online	online	PROPN
arees-2175	87	26	journal	journal	PROPN
arees-2175	87	27	publishing	publishing	PROPN
arees-2175	87	28	group	group	NOUN
arees-2175	87	29	4.4	4.4	NUM
arees-2175	87	30	.	.	PUNCT
arees-2175	88	1	spatial	spatial	ADJ
arees-2175	88	2	distribution	distribution	NOUN
arees-2175	88	3	of	of	ADP
arees-2175	88	4	physico	physico	NOUN
arees-2175	88	5	-	-	PUNCT
arees-2175	88	6	chemical	chemical	NOUN
arees-2175	88	7	characteristics	characteristic	NOUN
arees-2175	88	8	of	of	ADP
arees-2175	88	9	sediment	sediment	NOUN
arees-2175	88	10	samples	sample	NOUN
arees-2175	88	11	during	during	ADP
arees-2175	88	12	dry	dry	ADJ
arees-2175	88	13	season	season	NOUN
arees-2175	88	14	as	as	SCONJ
arees-2175	88	15	revealed	reveal	VERB
arees-2175	88	16	in	in	ADP
arees-2175	88	17	figure	figure	NOUN
arees-2175	88	18	6	6	NUM
arees-2175	88	19	the	the	DET
arees-2175	88	20	value	value	NOUN
arees-2175	88	21	of	of	ADP
arees-2175	88	22	sulphate	sulphate	NOUN
arees-2175	88	23	concentrations	concentration	NOUN
arees-2175	88	24	ranges	range	VERB
arees-2175	88	25	between	between	ADP
arees-2175	88	26	5.28ppm	5.28ppm	PROPN
arees-2175	88	27	and	and	CCONJ
arees-2175	88	28	22.08ppm	22.08ppm	NUM
arees-2175	88	29	,	,	PUNCT
arees-2175	88	30	manganese	manganese	NOUN
arees-2175	88	31	(	(	PUNCT
arees-2175	88	32	mn	mn	NOUN
arees-2175	88	33	)	)	PUNCT
arees-2175	88	34	ranges	range	VERB
arees-2175	88	35	between	between	ADP
arees-2175	88	36	0.2ppm	0.2ppm	PROPN
arees-2175	88	37	and	and	CCONJ
arees-2175	88	38	2.79ppm	2.79ppm	NUM
arees-2175	88	39	,	,	PUNCT
arees-2175	88	40	chloride	chloride	NOUN
arees-2175	88	41	concentrations	concentration	NOUN
arees-2175	88	42	ranges	range	VERB
arees-2175	88	43	between	between	ADP
arees-2175	88	44	22.78ppm	22.78ppm	NUM
arees-2175	88	45	and	and	CCONJ
arees-2175	88	46	72.41ppm	72.41ppm	PROPN
arees-2175	88	47	.	.	PUNCT
arees-2175	88	48	potassium	potassium	NOUN
arees-2175	88	49	ranges	range	VERB
arees-2175	88	50	between	between	ADP
arees-2175	88	51	10.56ppm	10.56ppm	NUM
arees-2175	88	52	and	and	CCONJ
arees-2175	88	53	62.74ppm	62.74ppm	NUM
arees-2175	88	54	across	across	ADP
arees-2175	88	55	the	the	DET
arees-2175	88	56	study	study	NOUN
arees-2175	88	57	area	area	NOUN
arees-2175	88	58	.	.	PUNCT
arees-2175	89	1	the	the	DET
arees-2175	89	2	relatively	relatively	ADV
arees-2175	89	3	high	high	ADJ
arees-2175	89	4	levels	level	NOUN
arees-2175	89	5	of	of	ADP
arees-2175	89	6	a	a	DET
arees-2175	89	7	number	number	NOUN
arees-2175	89	8	of	of	ADP
arees-2175	89	9	these	these	DET
arees-2175	89	10	parameters	parameter	NOUN
arees-2175	89	11	during	during	ADP
arees-2175	89	12	dry	dry	ADJ
arees-2175	89	13	season	season	NOUN
arees-2175	89	14	can	can	AUX
arees-2175	89	15	be	be	AUX
arees-2175	89	16	attributed	attribute	VERB
arees-2175	89	17	to	to	ADP
arees-2175	89	18	the	the	DET
arees-2175	89	19	absence	absence	NOUN
arees-2175	89	20	of	of	ADP
arees-2175	89	21	precipitation	precipitation	NOUN
arees-2175	89	22	,	,	PUNCT
arees-2175	89	23	presence	presence	NOUN
arees-2175	89	24	of	of	ADP
arees-2175	89	25	decaying	decay	VERB
arees-2175	89	26	organic	organic	ADJ
arees-2175	89	27	matter	matter	NOUN
arees-2175	89	28	due	due	ADP
arees-2175	89	29	to	to	ADP
arees-2175	89	30	use	use	NOUN
arees-2175	89	31	of	of	ADP
arees-2175	89	32	plant	plant	NOUN
arees-2175	89	33	minerals	mineral	NOUN
arees-2175	89	34	and	and	CCONJ
arees-2175	89	35	pesticides	pesticide	NOUN
arees-2175	89	36	in	in	ADP
arees-2175	89	37	the	the	DET
arees-2175	89	38	study	study	NOUN
arees-2175	89	39	area	area	NOUN
arees-2175	89	40	.	.	PUNCT
arees-2175	90	1	these	these	DET
arees-2175	90	2	values	value	NOUN
arees-2175	90	3	are	be	AUX
arees-2175	90	4	also	also	ADV
arees-2175	90	5	indications	indication	NOUN
arees-2175	90	6	of	of	ADP
arees-2175	90	7	polluted	polluted	ADJ
arees-2175	90	8	water	water	NOUN
arees-2175	90	9	which	which	PRON
arees-2175	90	10	are	be	AUX
arees-2175	90	11	capable	capable	ADJ
arees-2175	90	12	of	of	ADP
arees-2175	90	13	increasing	increase	VERB
arees-2175	90	14	the	the	DET
arees-2175	90	15	concentrations	concentration	NOUN
arees-2175	90	16	of	of	ADP
arees-2175	90	17	hazardous	hazardous	ADJ
arees-2175	90	18	chemical	chemical	NOUN
arees-2175	90	19	(	(	PUNCT
arees-2175	90	20	particularly	particularly	ADV
arees-2175	90	21	from	from	ADP
arees-2175	90	22	intense	intense	ADJ
arees-2175	90	23	agrochemical	agrochemical	NOUN
arees-2175	90	24	use	use	NOUN
arees-2175	90	25	by	by	ADP
arees-2175	90	26	farmers	farmer	NOUN
arees-2175	90	27	)	)	PUNCT
arees-2175	90	28	in	in	ADP
arees-2175	90	29	water	water	NOUN
arees-2175	90	30	in	in	ADP
arees-2175	90	31	the	the	DET
arees-2175	90	32	study	study	NOUN
arees-2175	90	33	area	area	NOUN
arees-2175	90	34	.	.	PUNCT
arees-2175	91	1	5	5	X
arees-2175	91	2	.	.	X
arees-2175	91	3	conclusion	conclusion	NOUN
arees-2175	91	4	despite	despite	SCONJ
arees-2175	91	5	the	the	DET
arees-2175	91	6	fact	fact	NOUN
arees-2175	91	7	that	that	SCONJ
arees-2175	91	8	poor	poor	ADJ
arees-2175	91	9	water	water	NOUN
arees-2175	91	10	quality	quality	NOUN
arees-2175	91	11	has	have	AUX
arees-2175	91	12	obviously	obviously	ADV
arees-2175	91	13	lead	lead	VERB
arees-2175	91	14	and	and	CCONJ
arees-2175	91	15	continue	continue	VERB
arees-2175	91	16	to	to	PART
arees-2175	91	17	elicit	elicit	VERB
arees-2175	91	18	negative	negative	ADJ
arees-2175	91	19	effects	effect	NOUN
arees-2175	91	20	on	on	ADP
arees-2175	91	21	human	human	ADJ
arees-2175	91	22	health	health	NOUN
arees-2175	91	23	and	and	CCONJ
arees-2175	91	24	the	the	DET
arees-2175	91	25	general	general	ADJ
arees-2175	91	26	environment	environment	NOUN
arees-2175	91	27	,	,	PUNCT
arees-2175	91	28	little	little	ADJ
arees-2175	91	29	or	or	CCONJ
arees-2175	91	30	no	no	PRON
arees-2175	91	31	attention	attention	NOUN
arees-2175	91	32	has	have	AUX
arees-2175	91	33	been	be	AUX
arees-2175	91	34	given	give	VERB
arees-2175	91	35	by	by	ADP
arees-2175	91	36	related	related	ADJ
arees-2175	91	37	studies	study	NOUN
arees-2175	91	38	to	to	PART
arees-2175	91	39	give	give	VERB
arees-2175	91	40	the	the	DET
arees-2175	91	41	problem	problem	NOUN
arees-2175	91	42	a	a	DET
arees-2175	91	43	befitting	befitting	ADJ
arees-2175	91	44	spatial	spatial	ADJ
arees-2175	91	45	coverage	coverage	NOUN
arees-2175	91	46	.	.	PUNCT
arees-2175	92	1	hence	hence	ADV
arees-2175	92	2	,	,	PUNCT
arees-2175	92	3	this	this	DET
arees-2175	92	4	study	study	NOUN
arees-2175	92	5	present	present	VERB
arees-2175	92	6	a	a	DET
arees-2175	92	7	comprehensive	comprehensive	ADJ
arees-2175	92	8	gis	gis	NOUN
arees-2175	92	9	aided	aid	VERB
arees-2175	92	10	spatial	spatial	ADJ
arees-2175	92	11	coverage	coverage	NOUN
arees-2175	92	12	of	of	ADP
arees-2175	92	13	the	the	DET
arees-2175	92	14	physicochemical	physicochemical	ADJ
arees-2175	92	15	characteristics	characteristic	NOUN
arees-2175	92	16	of	of	ADP
arees-2175	92	17	water	water	NOUN
arees-2175	92	18	quality	quality	NOUN
arees-2175	92	19	beyond	beyond	ADP
arees-2175	92	20	laboratory	laboratory	NOUN
arees-2175	92	21	analytical	analytical	ADJ
arees-2175	92	22	dimensions	dimension	NOUN
arees-2175	92	23	.	.	PUNCT
arees-2175	93	1	in	in	ADP
arees-2175	93	2	conclusion	conclusion	NOUN
arees-2175	93	3	,	,	PUNCT
arees-2175	93	4	this	this	DET
arees-2175	93	5	research	research	NOUN
arees-2175	93	6	has	have	AUX
arees-2175	93	7	demonstrated	demonstrate	VERB
arees-2175	93	8	the	the	DET
arees-2175	93	9	need	need	NOUN
arees-2175	93	10	for	for	ADP
arees-2175	93	11	effective	effective	ADJ
arees-2175	93	12	water	water	NOUN
arees-2175	93	13	quality	quality	NOUN
arees-2175	93	14	research	research	NOUN
arees-2175	93	15	tools	tool	NOUN
arees-2175	93	16	,	,	PUNCT
arees-2175	93	17	government	government	NOUN
arees-2175	93	18	dedication	dedication	NOUN
arees-2175	93	19	,	,	PUNCT
arees-2175	93	20	political	political	ADJ
arees-2175	93	21	wills	will	NOUN
arees-2175	93	22	,	,	PUNCT
arees-2175	93	23	and	and	CCONJ
arees-2175	93	24	collective	collective	ADJ
arees-2175	93	25	responsibility	responsibility	NOUN
arees-2175	93	26	of	of	ADP
arees-2175	93	27	all	all	DET
arees-2175	93	28	stakeholders	stakeholder	NOUN
arees-2175	93	29	toward	toward	ADP
arees-2175	93	30	ensuring	ensure	VERB
arees-2175	93	31	sustainability	sustainability	NOUN
arees-2175	93	32	of	of	ADP
arees-2175	93	33	water	water	NOUN
arees-2175	93	34	and	and	CCONJ
arees-2175	93	35	it	it	PRON
arees-2175	93	36	resources	resource	VERB
arees-2175	93	37	in	in	ADP
arees-2175	93	38	the	the	DET
arees-2175	93	39	study	study	NOUN
arees-2175	93	40	area	area	NOUN
arees-2175	93	41	.	.	PUNCT
arees-2175	94	1	it	it	PRON
arees-2175	94	2	is	be	AUX
arees-2175	94	3	therefore	therefore	ADV
arees-2175	94	4	recommended	recommend	VERB
arees-2175	94	5	that	that	SCONJ
arees-2175	94	6	effective	effective	ADJ
arees-2175	94	7	and	and	CCONJ
arees-2175	94	8	laudable	laudable	ADJ
arees-2175	94	9	research	research	NOUN
arees-2175	94	10	tools	tool	NOUN
arees-2175	94	11	of	of	ADP
arees-2175	94	12	this	this	DET
arees-2175	94	13	kind	kind	NOUN
arees-2175	94	14	be	be	AUX
arees-2175	94	15	encouraged	encourage	VERB
arees-2175	94	16	to	to	PART
arees-2175	94	17	guarantee	guarantee	VERB
arees-2175	94	18	cleaner	clean	ADJ
arees-2175	94	19	and	and	CCONJ
arees-2175	94	20	healthier	healthy	ADJ
arees-2175	94	21	water	water	NOUN
arees-2175	94	22	for	for	ADP
arees-2175	94	23	all	all	PRON
arees-2175	94	24	.	.	PUNCT
arees-2175	95	1	references	reference	NOUN
arees-2175	95	2	[	[	X
arees-2175	95	3	1	1	NUM
arees-2175	95	4	]	]	PUNCT
arees-2175	95	5	a.	a.	NOUN
arees-2175	95	6	gogoi	gogoi	PROPN
arees-2175	95	7	,	,	PUNCT
arees-2175	95	8	p.	p.	NOUN
arees-2175	95	9	mazumder	mazumder	NOUN
arees-2175	95	10	,	,	PUNCT
arees-2175	95	11	v.	v.	PROPN
arees-2175	95	12	k.	k.	PROPN
arees-2175	95	13	tyagi	tyagi	PROPN
arees-2175	95	14	,	,	PUNCT
arees-2175	95	15	g.	g.	PROPN
arees-2175	95	16	t.	t.	PROPN
arees-2175	95	17	chaminda	chaminda	PROPN
arees-2175	95	18	,	,	PUNCT
arees-2175	96	1	a.	a.	PROPN
arees-2175	96	2	k.	k.	PROPN
arees-2175	97	1	an	an	PROPN
arees-2175	97	2	,	,	PUNCT
arees-2175	97	3	and	and	CCONJ
arees-2175	97	4	m.	m.	PROPN
arees-2175	97	5	kumar	kumar	PROPN
arees-2175	97	6	,	,	PUNCT
arees-2175	97	7	"	"	PUNCT
arees-2175	97	8	occurrence	occurrence	NOUN
arees-2175	97	9	and	and	CCONJ
arees-2175	97	10	fate	fate	NOUN
arees-2175	97	11	of	of	ADP
arees-2175	97	12	emerging	emerge	VERB
arees-2175	97	13	contaminants	contaminant	NOUN
arees-2175	97	14	in	in	ADP
arees-2175	97	15	water	water	NOUN
arees-2175	97	16	environment	environment	NOUN
arees-2175	97	17	:	:	PUNCT
arees-2175	97	18	a	a	DET
arees-2175	97	19	review	review	NOUN
arees-2175	97	20	,	,	PUNCT
arees-2175	97	21	"	"	PUNCT
arees-2175	97	22	groundwater	groundwater	NOUN
arees-2175	97	23	for	for	ADP
arees-2175	97	24	sustainable	sustainable	ADJ
arees-2175	97	25	development	development	NOUN
arees-2175	97	26	,	,	PUNCT
arees-2175	97	27	vol	vol	NOUN
arees-2175	97	28	.	.	PROPN
arees-2175	98	1	6	6	NUM
arees-2175	98	2	,	,	PUNCT
arees-2175	98	3	pp	pp	ADJ
arees-2175	98	4	.	.	PUNCT
arees-2175	99	1	169	169	NUM
arees-2175	99	2	-	-	SYM
arees-2175	99	3	180	180	NUM
arees-2175	99	4	,	,	PUNCT
arees-2175	99	5	2018	2018	NUM
arees-2175	99	6	.	.	PUNCT
arees-2175	100	1	[	[	X
arees-2175	100	2	2	2	X
arees-2175	100	3	]	]	PUNCT
arees-2175	100	4	t.	t.	PROPN
arees-2175	100	5	joko	joko	PROPN
arees-2175	100	6	,	,	PUNCT
arees-2175	100	7	s.	s.	PROPN
arees-2175	100	8	anggoro	anggoro	PROPN
arees-2175	100	9	,	,	PUNCT
arees-2175	100	10	h.	h.	PROPN
arees-2175	100	11	r.	r.	PROPN
arees-2175	100	12	sunoko	sunoko	PROPN
arees-2175	100	13	,	,	PUNCT
arees-2175	100	14	and	and	CCONJ
arees-2175	100	15	s.	s.	PROPN
arees-2175	100	16	rachmawati	rachmawati	PROPN
arees-2175	100	17	,	,	PUNCT
arees-2175	100	18	pesticides	pesticide	VERB
arees-2175	100	19	usage	usage	NOUN
arees-2175	100	20	in	in	ADP
arees-2175	100	21	the	the	DET
arees-2175	100	22	soil	soil	NOUN
arees-2175	100	23	quality	quality	NOUN
arees-2175	100	24	degradation	degradation	NOUN
arees-2175	100	25	potential	potential	NOUN
arees-2175	100	26	in	in	ADP
arees-2175	100	27	wanasari	wanasari	PROPN
arees-2175	100	28	subdistrict	subdistrict	PROPN
arees-2175	100	29	.	.	PUNCT
arees-2175	101	1	brebes	brebes	PROPN
arees-2175	101	2	.	.	PUNCT
arees-2175	102	1	indonesia	indonesia	PROPN
arees-2175	102	2	:	:	PUNCT
arees-2175	102	3	applied	apply	VERB
arees-2175	102	4	and	and	CCONJ
arees-2175	102	5	environmental	environmental	ADJ
arees-2175	102	6	soil	soil	NOUN
arees-2175	102	7	science	science	NOUN
arees-2175	102	8	,	,	PUNCT
arees-2175	102	9	2017	2017	NUM
arees-2175	102	10	.	.	PUNCT
arees-2175	103	1	[	[	X
arees-2175	103	2	3	3	X
arees-2175	103	3	]	]	PUNCT
arees-2175	103	4	t.	t.	PROPN
arees-2175	103	5	c.	c.	PROPN
arees-2175	103	6	ogwueleka	ogwueleka	PROPN
arees-2175	103	7	,	,	PUNCT
arees-2175	103	8	"	"	PUNCT
arees-2175	103	9	assessment	assessment	NOUN
arees-2175	103	10	of	of	ADP
arees-2175	103	11	the	the	DET
arees-2175	103	12	water	water	NOUN
arees-2175	103	13	quality	quality	NOUN
arees-2175	103	14	and	and	CCONJ
arees-2175	103	15	identification	identification	NOUN
arees-2175	103	16	of	of	ADP
arees-2175	103	17	pollution	pollution	NOUN
arees-2175	103	18	sources	source	NOUN
arees-2175	103	19	of	of	ADP
arees-2175	103	20	kaduna	kaduna	PROPN
arees-2175	103	21	river	river	PROPN
arees-2175	103	22	in	in	ADP
arees-2175	103	23	niger	niger	NOUN
arees-2175	103	24	state	state	NOUN
arees-2175	103	25	(	(	PUNCT
arees-2175	103	26	nigeria	nigeria	PROPN
arees-2175	103	27	)	)	PUNCT
arees-2175	103	28	using	use	VERB
arees-2175	103	29	exploratory	exploratory	ADJ
arees-2175	103	30	data	datum	NOUN
arees-2175	103	31	analysis	analysis	NOUN
arees-2175	103	32	,	,	PUNCT
arees-2175	103	33	"	"	PUNCT
arees-2175	103	34	water	water	NOUN
arees-2175	103	35	and	and	CCONJ
arees-2175	103	36	environment	environment	NOUN
arees-2175	103	37	journal	journal	NOUN
arees-2175	103	38	,	,	PUNCT
arees-2175	103	39	vol	vol	NOUN
arees-2175	103	40	.	.	PROPN
arees-2175	103	41	28	28	NUM
arees-2175	103	42	,	,	PUNCT
arees-2175	103	43	pp	pp	ADJ
arees-2175	103	44	.	.	PUNCT
arees-2175	104	1	31	31	NUM
arees-2175	104	2	-	-	SYM
arees-2175	104	3	37	37	NUM
arees-2175	104	4	,	,	PUNCT
arees-2175	104	5	2014	2014	NUM
arees-2175	104	6	.	.	PUNCT
arees-2175	105	1	[	[	X
arees-2175	105	2	4	4	X
arees-2175	105	3	]	]	PUNCT
arees-2175	105	4	k.	k.	PROPN
arees-2175	105	5	c.	c.	PROPN
arees-2175	105	6	clarke	clarke	PROPN
arees-2175	105	7	,	,	PUNCT
arees-2175	105	8	j.	j.	PROPN
arees-2175	105	9	m.	m.	PROPN
arees-2175	105	10	johnson	johnson	PROPN
arees-2175	105	11	,	,	PUNCT
arees-2175	105	12	and	and	CCONJ
arees-2175	105	13	t.	t.	NOUN
arees-2175	105	14	trainor	trainor	NOUN
arees-2175	105	15	,	,	PUNCT
arees-2175	105	16	"	"	PUNCT
arees-2175	105	17	contemporary	contemporary	ADJ
arees-2175	105	18	american	american	ADJ
arees-2175	105	19	cartographic	cartographic	ADJ
arees-2175	105	20	research	research	NOUN
arees-2175	105	21	:	:	PUNCT
arees-2175	105	22	a	a	DET
arees-2175	105	23	review	review	NOUN
arees-2175	105	24	and	and	CCONJ
arees-2175	105	25	prospective	prospective	ADJ
arees-2175	105	26	,	,	PUNCT
arees-2175	105	27	"	"	PUNCT
arees-2175	105	28	cartography	cartography	NOUN
arees-2175	105	29	and	and	CCONJ
arees-2175	105	30	geographic	geographic	ADJ
arees-2175	105	31	information	information	NOUN
arees-2175	105	32	science	science	NOUN
arees-2175	105	33	,	,	PUNCT
arees-2175	105	34	vol	vol	NOUN
arees-2175	105	35	.	.	PROPN
arees-2175	106	1	46	46	NUM
arees-2175	106	2	,	,	PUNCT
arees-2175	106	3	pp	pp	ADJ
arees-2175	106	4	.	.	PUNCT
arees-2175	107	1	196	196	NUM
arees-2175	107	2	-	-	SYM
arees-2175	107	3	209	209	NUM
arees-2175	107	4	,	,	PUNCT
arees-2175	107	5	2019	2019	NUM
arees-2175	107	6	.	.	PUNCT
arees-2175	108	1	[	[	X
arees-2175	108	2	5	5	NUM
arees-2175	108	3	]	]	PUNCT
arees-2175	108	4	a.	a.	NOUN
arees-2175	108	5	j.	j.	PROPN
arees-2175	108	6	a.	a.	PROPN
arees-2175	108	7	idris	idris	PROPN
arees-2175	108	8	,	,	PUNCT
arees-2175	108	9	t.	t.	PROPN
arees-2175	108	10	i.	i.	PROPN
arees-2175	108	11	yahaya	yahaya	PROPN
arees-2175	108	12	,	,	PUNCT
arees-2175	108	13	a.	a.	PROPN
arees-2175	108	14	s.	s.	PROPN
arees-2175	108	15	abubakar	abubakar	PROPN
arees-2175	108	16	,	,	PUNCT
arees-2175	108	17	and	and	CCONJ
arees-2175	108	18	a.	a.	NOUN
arees-2175	108	19	a.	a.	NOUN
arees-2175	108	20	jigam	jigam	PROPN
arees-2175	108	21	,	,	PUNCT
arees-2175	108	22	"	"	PUNCT
arees-2175	108	23	pesticides	pesticide	NOUN
arees-2175	108	24	and	and	CCONJ
arees-2175	108	25	fertilizers	fertilizer	NOUN
arees-2175	108	26	use	use	NOUN
arees-2175	108	27	in	in	ADP
arees-2175	108	28	parts	part	NOUN
arees-2175	108	29	of	of	ADP
arees-2175	108	30	rivers	river	NOUN
arees-2175	108	31	niger	niger	PROPN
arees-2175	108	32	and	and	CCONJ
arees-2175	108	33	kaduna	kaduna	PROPN
arees-2175	108	34	catchments	catchment	NOUN
arees-2175	108	35	,	,	PUNCT
arees-2175	108	36	north	north	NOUN
arees-2175	108	37	central	central	ADJ
arees-2175	108	38	,	,	PUNCT
arees-2175	108	39	nigeria	nigeria	PROPN
arees-2175	108	40	,	,	PUNCT
arees-2175	108	41	"	"	PUNCT
arees-2175	108	42	asian	asian	ADJ
arees-2175	108	43	review	review	NOUN
arees-2175	108	44	of	of	ADP
arees-2175	108	45	environmental	environmental	ADJ
arees-2175	108	46	and	and	CCONJ
arees-2175	108	47	earth	earth	NOUN
arees-2175	108	48	sciences	sciences	PROPN
arees-2175	108	49	vol	vol	NOUN
arees-2175	108	50	.	.	PROPN
arees-2175	109	1	7	7	NUM
arees-2175	109	2	,	,	PUNCT
arees-2175	109	3	pp	pp	ADJ
arees-2175	109	4	.	.	PUNCT
arees-2175	110	1	18	18	NUM
arees-2175	110	2	-	-	SYM
arees-2175	110	3	25	25	NUM
arees-2175	110	4	,	,	PUNCT
arees-2175	110	5	2020	2020	NUM
arees-2175	110	6	.	.	PUNCT
arees-2175	111	1	[	[	X
arees-2175	111	2	6	6	NUM
arees-2175	111	3	]	]	PUNCT
arees-2175	111	4	w.	w.	PROPN
arees-2175	111	5	e.	e.	PROPN
arees-2175	111	6	federation	federation	PROPN
arees-2175	111	7	,	,	PUNCT
arees-2175	111	8	american	american	PROPN
arees-2175	111	9	public	public	PROPN
arees-2175	111	10	health	health	PROPN
arees-2175	111	11	association	association	PROPN
arees-2175	111	12	.	.	PUNCT
arees-2175	112	1	standard	standard	ADJ
arees-2175	112	2	methods	method	NOUN
arees-2175	112	3	for	for	ADP
arees-2175	112	4	the	the	DET
arees-2175	112	5	examination	examination	NOUN
arees-2175	112	6	of	of	ADP
arees-2175	112	7	water	water	NOUN
arees-2175	112	8	and	and	CCONJ
arees-2175	112	9	wastewater	wastewater	NOUN
arees-2175	112	10	.	.	PUNCT
arees-2175	113	1	washington	washington	PROPN
arees-2175	113	2	,	,	PUNCT
arees-2175	113	3	dc	dc	PROPN
arees-2175	113	4	,	,	PUNCT
arees-2175	113	5	usa	usa	PROPN
arees-2175	113	6	:	:	PUNCT
arees-2175	113	7	american	american	PROPN
arees-2175	113	8	public	public	PROPN
arees-2175	113	9	health	health	PROPN
arees-2175	113	10	association	association	PROPN
arees-2175	113	11	,	,	PUNCT
arees-2175	113	12	2005	2005	NUM
arees-2175	113	13	.	.	PUNCT
arees-2175	114	1	asian	asian	ADJ
arees-2175	114	2	online	online	PROPN
arees-2175	114	3	journal	journal	PROPN
arees-2175	114	4	publishing	publishing	NOUN
arees-2175	114	5	group	group	NOUN
arees-2175	114	6	is	be	AUX
arees-2175	114	7	not	not	PART
arees-2175	114	8	responsible	responsible	ADJ
arees-2175	114	9	or	or	CCONJ
arees-2175	114	10	answerable	answerable	ADJ
arees-2175	114	11	for	for	ADP
arees-2175	114	12	any	any	DET
arees-2175	114	13	loss	loss	NOUN
arees-2175	114	14	,	,	PUNCT
arees-2175	114	15	damage	damage	NOUN
arees-2175	114	16	or	or	CCONJ
arees-2175	114	17	liability	liability	NOUN
arees-2175	114	18	,	,	PUNCT
arees-2175	114	19	etc	etc	X
arees-2175	114	20	.	.	X
arees-2175	114	21	caused	cause	VERB
arees-2175	114	22	in	in	ADP
arees-2175	114	23	relation	relation	NOUN
arees-2175	114	24	to	to	PART
arees-2175	114	25	/	/	PUNCT
arees-2175	114	26	arising	arise	VERB
arees-2175	114	27	out	out	ADP
arees-2175	114	28	of	of	ADP
arees-2175	114	29	the	the	DET
arees-2175	114	30	use	use	NOUN
arees-2175	114	31	of	of	ADP
arees-2175	114	32	the	the	DET
arees-2175	114	33	content	content	NOUN
arees-2175	114	34	.	.	PUNCT
arees-2175	115	1	any	any	DET
arees-2175	115	2	queries	query	NOUN
arees-2175	115	3	should	should	AUX
arees-2175	115	4	be	be	AUX
arees-2175	115	5	directed	direct	VERB
arees-2175	115	6	to	to	ADP
arees-2175	115	7	the	the	DET
arees-2175	115	8	corresponding	corresponding	ADJ
arees-2175	115	9	author	author	NOUN
arees-2175	115	10	of	of	ADP
arees-2175	115	11	the	the	DET
arees-2175	115	12	article	article	NOUN
arees-2175	115	13	.	.	PUNCT