id	sid	tid	token	lemma	pos
ajee-6041	1	1	pa	pa	PROPN
ajee-6041	1	2	ge	ge	PROPN
ajee-6041	1	3	1	1	NUM
ajee-6041	1	4	pa	pa	PROPN
ajee-6041	1	5	ge	ge	PROPN
ajee-6041	1	6	20	20	NUM
ajee-6041	1	7	5	5	NUM
ajee-6041	1	8	american	american	ADJ
ajee-6041	1	9	journal	journal	PROPN
ajee-6041	1	10	of	of	ADP
ajee-6041	1	11	environmental	environmental	ADJ
ajee-6041	1	12	economics	economic	NOUN
ajee-6041	1	13	(	(	PUNCT
ajee-6041	1	14	ajee	ajee	NOUN
ajee-6041	1	15	)	)	PUNCT
ajee-6041	1	16	hydrochemistry	hydrochemistry	NOUN
ajee-6041	1	17	and	and	CCONJ
ajee-6041	1	18	predictive	predictive	ADJ
ajee-6041	1	19	modelling	modelling	NOUN
ajee-6041	1	20	of	of	ADP
ajee-6041	1	21	water	water	NOUN
ajee-6041	1	22	quality	quality	NOUN
ajee-6041	1	23	in	in	ADP
ajee-6041	1	24	ogun	ogun	PROPN
ajee-6041	1	25	and	and	CCONJ
ajee-6041	1	26	oshun	oshun	NOUN
ajee-6041	1	27	rivers	river	NOUN
ajee-6041	1	28	,	,	PUNCT
ajee-6041	1	29	southwestern	southwestern	PROPN
ajee-6041	1	30	nigeria	nigeria	PROPN
ajee-6041	1	31	abiodun	abiodun	PROPN
ajee-6041	1	32	b.	b.	PROPN
ajee-6041	1	33	laniyan1	laniyan1	PROPN
ajee-6041	1	34	*	*	PROPN
ajee-6041	1	35	,	,	PUNCT
ajee-6041	1	36	opeyemi	opeyemi	PROPN
ajee-6041	1	37	o.	o.	PROPN
ajee-6041	1	38	ogunyinka1	ogunyinka1	PROPN
ajee-6041	1	39	,	,	PUNCT
ajee-6041	1	40	olaide	olaide	ADJ
ajee-6041	1	41	i.	i.	PROPN
ajee-6041	1	42	afolabi1	afolabi1	PROPN
ajee-6041	1	43	,	,	PUNCT
ajee-6041	1	44	oluwaseun	oluwaseun	PROPN
ajee-6041	1	45	a.	a.	PROPN
ajee-6041	1	46	odusanya2	odusanya2	PROPN
ajee-6041	1	47	,	,	PUNCT
ajee-6041	1	48	adebayo	adebayo	PROPN
ajee-6041	1	49	s.	s.	PROPN
ajee-6041	1	50	oyefusi2	oyefusi2	PROPN
ajee-6041	1	51	,	,	PUNCT
ajee-6041	1	52	olugbenga	olugbenga	NOUN
ajee-6041	1	53	s.	s.	PROPN
ajee-6041	1	54	adebukola2	adebukola2	PROPN
ajee-6041	1	55	volume	volume	NOUN
ajee-6041	1	56	4	4	NUM
ajee-6041	1	57	issue	issue	NOUN
ajee-6041	1	58	1	1	NUM
ajee-6041	1	59	,	,	PUNCT
ajee-6041	1	60	year	year	NOUN
ajee-6041	1	61	2025	2025	NUM
ajee-6041	1	62	issn	issn	NOUN
ajee-6041	1	63	:	:	PUNCT
ajee-6041	1	64	2833	2833	NUM
ajee-6041	1	65	-	-	SYM
ajee-6041	1	66	7905	7905	NUM
ajee-6041	1	67	(	(	PUNCT
ajee-6041	1	68	online	online	ADJ
ajee-6041	1	69	)	)	PUNCT
ajee-6041	1	70	doi	doi	NOUN
ajee-6041	1	71	:	:	PUNCT
ajee-6041	1	72	https://doi.org/10.54536/ajee.v4i1.6041	https://doi.org/10.54536/ajee.v4i1.6041	PROPN
ajee-6041	1	73	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	1	74	article	article	NOUN
ajee-6041	1	75	information	information	NOUN
ajee-6041	1	76	abstract	abstract	ADV
ajee-6041	1	77	received	receive	VERB
ajee-6041	1	78	:	:	PUNCT
ajee-6041	1	79	september	september	PROPN
ajee-6041	1	80	02	02	NUM
ajee-6041	1	81	,	,	PUNCT
ajee-6041	1	82	2025	2025	NUM
ajee-6041	1	83	accepted	accept	VERB
ajee-6041	1	84	:	:	PUNCT
ajee-6041	1	85	october	october	PROPN
ajee-6041	1	86	06	06	NUM
ajee-6041	1	87	,	,	PUNCT
ajee-6041	1	88	2025	2025	NUM
ajee-6041	1	89	published	publish	VERB
ajee-6041	1	90	:	:	PUNCT
ajee-6041	1	91	november	november	PROPN
ajee-6041	1	92	19	19	NUM
ajee-6041	1	93	,	,	PUNCT
ajee-6041	1	94	2025	2025	NUM
ajee-6041	1	95	rivers	river	NOUN
ajee-6041	1	96	in	in	ADP
ajee-6041	1	97	tropical	tropical	ADJ
ajee-6041	1	98	africa	africa	PROPN
ajee-6041	1	99	face	face	VERB
ajee-6041	1	100	increasing	increase	VERB
ajee-6041	1	101	pressures	pressure	NOUN
ajee-6041	1	102	from	from	ADP
ajee-6041	1	103	rapid	rapid	ADJ
ajee-6041	1	104	urbanization	urbanization	NOUN
ajee-6041	1	105	,	,	PUNCT
ajee-6041	1	106	agricultural	agricultural	ADJ
ajee-6041	1	107	intensification	intensification	NOUN
ajee-6041	1	108	,	,	PUNCT
ajee-6041	1	109	and	and	CCONJ
ajee-6041	1	110	weak	weak	ADJ
ajee-6041	1	111	wastewater	wastewater	NOUN
ajee-6041	1	112	management	management	NOUN
ajee-6041	1	113	,	,	PUNCT
ajee-6041	1	114	yet	yet	CCONJ
ajee-6041	1	115	systematic	systematic	ADJ
ajee-6041	1	116	assessments	assessment	NOUN
ajee-6041	1	117	of	of	ADP
ajee-6041	1	118	their	their	PRON
ajee-6041	1	119	hydrochemistry	hydrochemistry	NOUN
ajee-6041	1	120	and	and	CCONJ
ajee-6041	1	121	predictive	predictive	ADJ
ajee-6041	1	122	modelling	modelling	NOUN
ajee-6041	1	123	remain	remain	VERB
ajee-6041	1	124	limited	limited	ADJ
ajee-6041	1	125	.	.	PUNCT
ajee-6041	2	1	this	this	DET
ajee-6041	2	2	study	study	NOUN
ajee-6041	2	3	investigates	investigate	VERB
ajee-6041	2	4	the	the	DET
ajee-6041	2	5	water	water	NOUN
ajee-6041	2	6	quality	quality	NOUN
ajee-6041	2	7	of	of	ADP
ajee-6041	2	8	ogun	ogun	NOUN
ajee-6041	2	9	and	and	CCONJ
ajee-6041	2	10	oshun	oshun	NOUN
ajee-6041	2	11	rivers	river	NOUN
ajee-6041	2	12	in	in	ADP
ajee-6041	2	13	southwestern	southwestern	ADJ
ajee-6041	2	14	nigeria	nigeria	PROPN
ajee-6041	2	15	using	use	VERB
ajee-6041	2	16	a	a	DET
ajee-6041	2	17	multi	multi	ADJ
ajee-6041	2	18	-	-	ADJ
ajee-6041	2	19	method	method	ADJ
ajee-6041	2	20	approach	approach	NOUN
ajee-6041	2	21	that	that	PRON
ajee-6041	2	22	integrates	integrate	VERB
ajee-6041	2	23	descriptive	descriptive	ADJ
ajee-6041	2	24	statistics	statistic	NOUN
ajee-6041	2	25	,	,	PUNCT
ajee-6041	2	26	compliance	compliance	NOUN
ajee-6041	2	27	analysis	analysis	NOUN
ajee-6041	2	28	,	,	PUNCT
ajee-6041	2	29	hydrochemical	hydrochemical	ADJ
ajee-6041	2	30	ratios	ratio	NOUN
ajee-6041	2	31	,	,	PUNCT
ajee-6041	2	32	trend	trend	NOUN
ajee-6041	2	33	evaluation	evaluation	NOUN
ajee-6041	2	34	,	,	PUNCT
ajee-6041	2	35	and	and	CCONJ
ajee-6041	2	36	regression	regression	VERB
ajee-6041	2	37	modelling	modelling	NOUN
ajee-6041	2	38	.	.	PUNCT
ajee-6041	3	1	thirteen	thirteen	NUM
ajee-6041	3	2	sites	site	NOUN
ajee-6041	3	3	along	along	ADP
ajee-6041	3	4	ogun	ogun	PROPN
ajee-6041	3	5	river	river	PROPN
ajee-6041	3	6	and	and	CCONJ
ajee-6041	3	7	ten	ten	NUM
ajee-6041	3	8	sites	site	NOUN
ajee-6041	3	9	along	along	ADP
ajee-6041	3	10	oshun	oshun	NOUN
ajee-6041	3	11	river	river	NOUN
ajee-6041	3	12	were	be	AUX
ajee-6041	3	13	sampled	sample	VERB
ajee-6041	3	14	in	in	ADP
ajee-6041	3	15	both	both	CCONJ
ajee-6041	3	16	wet	wet	ADJ
ajee-6041	3	17	and	and	CCONJ
ajee-6041	3	18	dry	dry	ADJ
ajee-6041	3	19	seasons	season	NOUN
ajee-6041	3	20	.	.	PUNCT
ajee-6041	4	1	key	key	ADJ
ajee-6041	4	2	parameters	parameter	NOUN
ajee-6041	4	3	analyzed	analyze	VERB
ajee-6041	4	4	included	include	VERB
ajee-6041	4	5	ph	ph	VERB
ajee-6041	4	6	,	,	PUNCT
ajee-6041	4	7	major	major	ADJ
ajee-6041	4	8	cations	cation	NOUN
ajee-6041	4	9	(	(	PUNCT
ajee-6041	4	10	na⁺	na⁺	NOUN
ajee-6041	4	11	,	,	PUNCT
ajee-6041	4	12	ca²⁺	ca²⁺	PROPN
ajee-6041	4	13	,	,	PUNCT
ajee-6041	4	14	mg²⁺	mg²⁺	NOUN
ajee-6041	4	15	,	,	PUNCT
ajee-6041	4	16	k⁺	k⁺	PROPN
ajee-6041	4	17	)	)	PUNCT
ajee-6041	4	18	,	,	PUNCT
ajee-6041	4	19	anions	anion	NOUN
ajee-6041	4	20	(	(	PUNCT
ajee-6041	4	21	cl⁻	cl⁻	NOUN
ajee-6041	4	22	,	,	PUNCT
ajee-6041	4	23	so₄²⁻	so₄²⁻	NOUN
ajee-6041	4	24	,	,	PUNCT
ajee-6041	4	25	po₄³⁻	po₄³⁻	NOUN
ajee-6041	4	26	)	)	PUNCT
ajee-6041	4	27	,	,	PUNCT
ajee-6041	4	28	total	total	ADJ
ajee-6041	4	29	dissolved	dissolve	VERB
ajee-6041	4	30	solids	solid	NOUN
ajee-6041	4	31	(	(	PUNCT
ajee-6041	4	32	tds	tds	PROPN
ajee-6041	4	33	)	)	PUNCT
ajee-6041	4	34	,	,	PUNCT
ajee-6041	4	35	turbidity	turbidity	NOUN
ajee-6041	4	36	,	,	PUNCT
ajee-6041	4	37	and	and	CCONJ
ajee-6041	4	38	iron	iron	NOUN
ajee-6041	4	39	.	.	PUNCT
ajee-6041	5	1	results	result	NOUN
ajee-6041	5	2	showed	show	VERB
ajee-6041	5	3	that	that	SCONJ
ajee-6041	5	4	while	while	SCONJ
ajee-6041	5	5	most	most	ADJ
ajee-6041	5	6	ions	ion	NOUN
ajee-6041	5	7	were	be	AUX
ajee-6041	5	8	within	within	ADP
ajee-6041	5	9	the	the	DET
ajee-6041	5	10	limits	limit	NOUN
ajee-6041	5	11	set	set	VERB
ajee-6041	5	12	by	by	ADP
ajee-6041	5	13	the	the	DET
ajee-6041	5	14	who	who	PRON
ajee-6041	5	15	(	(	PUNCT
ajee-6041	5	16	2017	2017	NUM
ajee-6041	5	17	)	)	PUNCT
ajee-6041	5	18	and	and	CCONJ
ajee-6041	5	19	the	the	DET
ajee-6041	5	20	nsdwq	nsdwq	NOUN
ajee-6041	5	21	(	(	PUNCT
ajee-6041	5	22	2007	2007	NUM
ajee-6041	5	23	)	)	PUNCT
ajee-6041	5	24	,	,	PUNCT
ajee-6041	5	25	turbidity	turbidity	NOUN
ajee-6041	5	26	and	and	CCONJ
ajee-6041	5	27	phosphate	phosphate	NOUN
ajee-6041	5	28	consistently	consistently	ADV
ajee-6041	5	29	exceeded	exceed	VERB
ajee-6041	5	30	permissible	permissible	ADJ
ajee-6041	5	31	levels	level	NOUN
ajee-6041	5	32	in	in	ADP
ajee-6041	5	33	70–100	70–100	PROPN
ajee-6041	5	34	%	%	NOUN
ajee-6041	5	35	of	of	ADP
ajee-6041	5	36	samples	sample	NOUN
ajee-6041	5	37	.	.	PUNCT
ajee-6041	6	1	hydrochemical	hydrochemical	ADJ
ajee-6041	6	2	ratios	ratio	NOUN
ajee-6041	6	3	indicated	indicate	VERB
ajee-6041	6	4	dual	dual	ADJ
ajee-6041	6	5	controls	control	NOUN
ajee-6041	6	6	,	,	PUNCT
ajee-6041	6	7	with	with	ADP
ajee-6041	6	8	carbonate	carbonate	NOUN
ajee-6041	6	9	weathering	weather	VERB
ajee-6041	6	10	as	as	ADP
ajee-6041	6	11	the	the	DET
ajee-6041	6	12	primary	primary	ADJ
ajee-6041	6	13	geogenic	geogenic	ADJ
ajee-6041	6	14	influence	influence	NOUN
ajee-6041	6	15	and	and	CCONJ
ajee-6041	6	16	sodium	sodium	NOUN
ajee-6041	6	17	enrichment	enrichment	NOUN
ajee-6041	6	18	reflecting	reflect	VERB
ajee-6041	6	19	anthropogenic	anthropogenic	ADJ
ajee-6041	6	20	inputs	input	NOUN
ajee-6041	6	21	.	.	PUNCT
ajee-6041	7	1	trend	trend	NOUN
ajee-6041	7	2	analysis	analysis	NOUN
ajee-6041	7	3	revealed	reveal	VERB
ajee-6041	7	4	significantly	significantly	ADV
ajee-6041	7	5	higher	high	ADJ
ajee-6041	7	6	na⁺	na⁺	PROPN
ajee-6041	7	7	,	,	PUNCT
ajee-6041	7	8	po₄³⁻	po₄³⁻	NOUN
ajee-6041	7	9	,	,	PUNCT
ajee-6041	7	10	and	and	CCONJ
ajee-6041	7	11	tds	td	VERB
ajee-6041	7	12	in	in	ADP
ajee-6041	7	13	the	the	DET
ajee-6041	7	14	dry	dry	ADJ
ajee-6041	7	15	season	season	NOUN
ajee-6041	7	16	(	(	PUNCT
ajee-6041	7	17	p	p	X
ajee-6041	7	18	<	<	X
ajee-6041	7	19	0.05	0.05	NUM
ajee-6041	7	20	)	)	PUNCT
ajee-6041	7	21	,	,	PUNCT
ajee-6041	7	22	while	while	SCONJ
ajee-6041	7	23	downstream	downstream	ADJ
ajee-6041	7	24	gradients	gradient	NOUN
ajee-6041	7	25	highlighted	highlight	VERB
ajee-6041	7	26	cumulative	cumulative	ADJ
ajee-6041	7	27	deterioration	deterioration	NOUN
ajee-6041	7	28	,	,	PUNCT
ajee-6041	7	29	particularly	particularly	ADV
ajee-6041	7	30	in	in	ADP
ajee-6041	7	31	ogun	ogun	PROPN
ajee-6041	7	32	river	river	NOUN
ajee-6041	7	33	.	.	PUNCT
ajee-6041	8	1	predictive	predictive	ADJ
ajee-6041	8	2	modelling	modelling	NOUN
ajee-6041	8	3	demonstrated	demonstrate	VERB
ajee-6041	8	4	that	that	SCONJ
ajee-6041	8	5	sodium	sodium	NOUN
ajee-6041	8	6	is	be	AUX
ajee-6041	8	7	the	the	DET
ajee-6041	8	8	strongest	strong	ADJ
ajee-6041	8	9	predictor	predictor	NOUN
ajee-6041	8	10	ion	ion	NOUN
ajee-6041	8	11	,	,	PUNCT
ajee-6041	8	12	and	and	CCONJ
ajee-6041	8	13	decision	decision	NOUN
ajee-6041	8	14	tree	tree	NOUN
ajee-6041	8	15	regression	regression	NOUN
ajee-6041	8	16	outperformed	outperform	VERB
ajee-6041	8	17	linear	linear	PROPN
ajee-6041	8	18	and	and	CCONJ
ajee-6041	8	19	polynomial	polynomial	ADJ
ajee-6041	8	20	models	model	NOUN
ajee-6041	8	21	,	,	PUNCT
ajee-6041	8	22	achieving	achieve	VERB
ajee-6041	8	23	r²	r²	NOUN
ajee-6041	8	24	values	value	NOUN
ajee-6041	8	25	above	above	ADP
ajee-6041	8	26	0.95	0.95	NUM
ajee-6041	8	27	in	in	ADP
ajee-6041	8	28	dry	dry	ADJ
ajee-6041	8	29	season	season	NOUN
ajee-6041	8	30	datasets	dataset	NOUN
ajee-6041	8	31	.	.	PUNCT
ajee-6041	9	1	these	these	DET
ajee-6041	9	2	findings	finding	NOUN
ajee-6041	9	3	underscore	underscore	VERB
ajee-6041	9	4	the	the	DET
ajee-6041	9	5	vulnerability	vulnerability	NOUN
ajee-6041	9	6	of	of	ADP
ajee-6041	9	7	the	the	DET
ajee-6041	9	8	rivers	river	NOUN
ajee-6041	9	9	to	to	PART
ajee-6041	9	10	nutrient	nutrient	VERB
ajee-6041	9	11	enrichment	enrichment	NOUN
ajee-6041	9	12	,	,	PUNCT
ajee-6041	9	13	sediment	sediment	NOUN
ajee-6041	9	14	load	load	NOUN
ajee-6041	9	15	,	,	PUNCT
ajee-6041	9	16	and	and	CCONJ
ajee-6041	9	17	sodium	sodium	NOUN
ajee-6041	9	18	hazard	hazard	NOUN
ajee-6041	9	19	,	,	PUNCT
ajee-6041	9	20	with	with	SCONJ
ajee-6041	9	21	ogun	ogun	PROPN
ajee-6041	9	22	river	river	PROPN
ajee-6041	9	23	more	more	ADV
ajee-6041	9	24	severely	severely	ADV
ajee-6041	9	25	impacted	impact	VERB
ajee-6041	9	26	.	.	PUNCT
ajee-6041	10	1	management	management	NOUN
ajee-6041	10	2	strategies	strategy	NOUN
ajee-6041	10	3	should	should	AUX
ajee-6041	10	4	therefore	therefore	ADV
ajee-6041	10	5	focus	focus	VERB
ajee-6041	10	6	on	on	ADP
ajee-6041	10	7	erosion	erosion	NOUN
ajee-6041	10	8	control	control	NOUN
ajee-6041	10	9	,	,	PUNCT
ajee-6041	10	10	improved	improve	VERB
ajee-6041	10	11	agricultural	agricultural	ADJ
ajee-6041	10	12	practices	practice	NOUN
ajee-6041	10	13	,	,	PUNCT
ajee-6041	10	14	wastewater	wastewater	NOUN
ajee-6041	10	15	regulation	regulation	NOUN
ajee-6041	10	16	,	,	PUNCT
ajee-6041	10	17	and	and	CCONJ
ajee-6041	10	18	the	the	DET
ajee-6041	10	19	integration	integration	NOUN
ajee-6041	10	20	of	of	ADP
ajee-6041	10	21	predictive	predictive	ADJ
ajee-6041	10	22	models	model	NOUN
ajee-6041	10	23	into	into	ADP
ajee-6041	10	24	monitoring	monitor	VERB
ajee-6041	10	25	frameworks	framework	NOUN
ajee-6041	10	26	to	to	PART
ajee-6041	10	27	enhance	enhance	VERB
ajee-6041	10	28	early	early	ADJ
ajee-6041	10	29	warning	warning	NOUN
ajee-6041	10	30	and	and	CCONJ
ajee-6041	10	31	sustainable	sustainable	ADJ
ajee-6041	10	32	water	water	NOUN
ajee-6041	10	33	resource	resource	NOUN
ajee-6041	10	34	management	management	NOUN
ajee-6041	10	35	.	.	PUNCT
ajee-6041	11	1	keywords	keyword	VERB
ajee-6041	11	2	compliance	compliance	NOUN
ajee-6041	11	3	analysis	analysis	NOUN
ajee-6041	11	4	,	,	PUNCT
ajee-6041	11	5	decision	decision	NOUN
ajee-6041	11	6	tree	tree	NOUN
ajee-6041	11	7	regression	regression	NOUN
ajee-6041	11	8	,	,	PUNCT
ajee-6041	11	9	hydrochemistry	hydrochemistry	NOUN
ajee-6041	11	10	,	,	PUNCT
ajee-6041	11	11	nigeria	nigeria	PROPN
ajee-6041	11	12	,	,	PUNCT
ajee-6041	11	13	ogun	ogun	PROPN
ajee-6041	11	14	river	river	PROPN
ajee-6041	11	15	,	,	PUNCT
ajee-6041	11	16	oshun	oshun	PROPN
ajee-6041	11	17	river	river	NOUN
ajee-6041	11	18	,	,	PUNCT
ajee-6041	11	19	seasonal	seasonal	ADJ
ajee-6041	11	20	variation	variation	NOUN
ajee-6041	11	21	,	,	PUNCT
ajee-6041	11	22	water	water	NOUN
ajee-6041	11	23	quality	quality	NOUN
ajee-6041	11	24	modelling	model	VERB
ajee-6041	11	25	1	1	NUM
ajee-6041	11	26	department	department	NOUN
ajee-6041	11	27	of	of	ADP
ajee-6041	11	28	science	science	PROPN
ajee-6041	11	29	laboratory	laboratory	NOUN
ajee-6041	11	30	technology	technology	PROPN
ajee-6041	11	31	,	,	PUNCT
ajee-6041	11	32	d.s	d.s	PROPN
ajee-6041	11	33	adegbenro	adegbenro	PROPN
ajee-6041	11	34	ict	ict	PROPN
ajee-6041	11	35	polytechnic	polytechnic	ADJ
ajee-6041	11	36	,	,	PUNCT
ajee-6041	11	37	itori	itori	NOUN
ajee-6041	11	38	-	-	PUNCT
ajee-6041	11	39	ewekoro	ewekoro	NOUN
ajee-6041	11	40	,	,	PUNCT
ajee-6041	11	41	nigeria	nigeria	PROPN
ajee-6041	11	42	2	2	NUM
ajee-6041	11	43	department	department	NOUN
ajee-6041	11	44	of	of	ADP
ajee-6041	11	45	statistics	statistic	NOUN
ajee-6041	11	46	,	,	PUNCT
ajee-6041	11	47	d.s	d.s	PROPN
ajee-6041	11	48	adegbenro	adegbenro	PROPN
ajee-6041	11	49	ict	ict	PROPN
ajee-6041	11	50	polytechnic	polytechnic	ADJ
ajee-6041	11	51	,	,	PUNCT
ajee-6041	11	52	itori	itori	NOUN
ajee-6041	11	53	-	-	PUNCT
ajee-6041	11	54	ewekoro	ewekoro	NOUN
ajee-6041	11	55	,	,	PUNCT
ajee-6041	11	56	nigeria	nigeria	PROPN
ajee-6041	11	57	*	*	PUNCT
ajee-6041	11	58	corresponding	correspond	VERB
ajee-6041	11	59	author	author	NOUN
ajee-6041	11	60	’s	’s	PART
ajee-6041	11	61	e	e	NOUN
ajee-6041	11	62	-	-	NOUN
ajee-6041	11	63	mail	mail	NOUN
ajee-6041	11	64	:	:	PUNCT
ajee-6041	12	1	abiodunlaniyan@gmail.com	abiodunlaniyan@gmail.com	X
ajee-6041	13	1	introduction	introduction	NOUN
ajee-6041	13	2	rivers	river	NOUN
ajee-6041	13	3	remain	remain	VERB
ajee-6041	13	4	one	one	NUM
ajee-6041	13	5	of	of	ADP
ajee-6041	13	6	the	the	DET
ajee-6041	13	7	most	most	ADV
ajee-6041	13	8	critical	critical	ADJ
ajee-6041	13	9	freshwater	freshwater	NOUN
ajee-6041	13	10	resources	resource	NOUN
ajee-6041	13	11	worldwide	worldwide	ADV
ajee-6041	13	12	,	,	PUNCT
ajee-6041	13	13	supporting	support	VERB
ajee-6041	13	14	domestic	domestic	ADJ
ajee-6041	13	15	supply	supply	NOUN
ajee-6041	13	16	,	,	PUNCT
ajee-6041	13	17	agriculture	agriculture	NOUN
ajee-6041	13	18	,	,	PUNCT
ajee-6041	13	19	fisheries	fishery	NOUN
ajee-6041	13	20	,	,	PUNCT
ajee-6041	13	21	transportation	transportation	NOUN
ajee-6041	13	22	,	,	PUNCT
ajee-6041	13	23	and	and	CCONJ
ajee-6041	13	24	ecosystem	ecosystem	NOUN
ajee-6041	13	25	services	service	NOUN
ajee-6041	13	26	.	.	PUNCT
ajee-6041	14	1	in	in	ADP
ajee-6041	14	2	sub	sub	ADJ
ajee-6041	14	3	-	-	ADJ
ajee-6041	14	4	saharan	saharan	ADJ
ajee-6041	14	5	africa	africa	PROPN
ajee-6041	14	6	,	,	PUNCT
ajee-6041	14	7	they	they	PRON
ajee-6041	14	8	provide	provide	VERB
ajee-6041	14	9	essential	essential	ADJ
ajee-6041	14	10	livelihood	livelihood	NOUN
ajee-6041	14	11	support	support	NOUN
ajee-6041	14	12	for	for	ADP
ajee-6041	14	13	rapidly	rapidly	ADV
ajee-6041	14	14	growing	grow	VERB
ajee-6041	14	15	populations	population	NOUN
ajee-6041	14	16	but	but	CCONJ
ajee-6041	14	17	are	be	AUX
ajee-6041	14	18	increasingly	increasingly	ADV
ajee-6041	14	19	threatened	threaten	VERB
ajee-6041	14	20	by	by	ADP
ajee-6041	14	21	urbanization	urbanization	NOUN
ajee-6041	14	22	,	,	PUNCT
ajee-6041	14	23	industrial	industrial	ADJ
ajee-6041	14	24	development	development	NOUN
ajee-6041	14	25	,	,	PUNCT
ajee-6041	14	26	and	and	CCONJ
ajee-6041	14	27	agricultural	agricultural	ADJ
ajee-6041	14	28	intensification	intensification	NOUN
ajee-6041	14	29	(	(	PUNCT
ajee-6041	14	30	awomeso	awomeso	NOUN
ajee-6041	14	31	et	et	PROPN
ajee-6041	14	32	al	al	PROPN
ajee-6041	14	33	.	.	PROPN
ajee-6041	14	34	,	,	PUNCT
ajee-6041	14	35	2019	2019	NUM
ajee-6041	14	36	;	;	PUNCT
ajee-6041	14	37	yidana	yidana	PROPN
ajee-6041	14	38	et	et	PROPN
ajee-6041	14	39	al	al	PROPN
ajee-6041	14	40	.	.	PROPN
ajee-6041	14	41	,	,	PUNCT
ajee-6041	14	42	2020	2020	NUM
ajee-6041	14	43	)	)	PUNCT
ajee-6041	14	44	.	.	PUNCT
ajee-6041	15	1	water	water	NOUN
ajee-6041	15	2	quality	quality	NOUN
ajee-6041	15	3	degradation	degradation	NOUN
ajee-6041	15	4	in	in	ADP
ajee-6041	15	5	tropical	tropical	ADJ
ajee-6041	15	6	rivers	river	NOUN
ajee-6041	15	7	not	not	PART
ajee-6041	15	8	only	only	ADV
ajee-6041	15	9	reduces	reduce	VERB
ajee-6041	15	10	their	their	PRON
ajee-6041	15	11	ecological	ecological	ADJ
ajee-6041	15	12	integrity	integrity	NOUN
ajee-6041	15	13	but	but	CCONJ
ajee-6041	15	14	also	also	ADV
ajee-6041	15	15	limits	limit	VERB
ajee-6041	15	16	their	their	PRON
ajee-6041	15	17	suitability	suitability	NOUN
ajee-6041	15	18	for	for	ADP
ajee-6041	15	19	drinking	drinking	NOUN
ajee-6041	15	20	and	and	CCONJ
ajee-6041	15	21	irrigation	irrigation	NOUN
ajee-6041	15	22	,	,	PUNCT
ajee-6041	15	23	thereby	thereby	ADV
ajee-6041	15	24	exacerbating	exacerbate	VERB
ajee-6041	15	25	water	water	NOUN
ajee-6041	15	26	insecurity	insecurity	NOUN
ajee-6041	15	27	in	in	ADP
ajee-6041	15	28	vulnerable	vulnerable	ADJ
ajee-6041	15	29	regions	region	NOUN
ajee-6041	15	30	.	.	PUNCT
ajee-6041	16	1	globally	globally	ADV
ajee-6041	16	2	,	,	PUNCT
ajee-6041	16	3	freshwater	freshwater	ADJ
ajee-6041	16	4	quality	quality	NOUN
ajee-6041	16	5	is	be	AUX
ajee-6041	16	6	shaped	shape	VERB
ajee-6041	16	7	by	by	ADP
ajee-6041	16	8	the	the	DET
ajee-6041	16	9	combined	combine	VERB
ajee-6041	16	10	influence	influence	NOUN
ajee-6041	16	11	of	of	ADP
ajee-6041	16	12	natural	natural	ADJ
ajee-6041	16	13	and	and	CCONJ
ajee-6041	16	14	anthropogenic	anthropogenic	ADJ
ajee-6041	16	15	factors	factor	NOUN
ajee-6041	16	16	.	.	PUNCT
ajee-6041	17	1	natural	natural	ADJ
ajee-6041	17	2	processes	process	NOUN
ajee-6041	17	3	,	,	PUNCT
ajee-6041	17	4	such	such	ADJ
ajee-6041	17	5	as	as	ADP
ajee-6041	17	6	rock	rock	NOUN
ajee-6041	17	7	weathering	weathering	NOUN
ajee-6041	17	8	,	,	PUNCT
ajee-6041	17	9	mineral	mineral	NOUN
ajee-6041	17	10	dissolution	dissolution	NOUN
ajee-6041	17	11	,	,	PUNCT
ajee-6041	17	12	and	and	CCONJ
ajee-6041	17	13	atmospheric	atmospheric	ADJ
ajee-6041	17	14	deposition	deposition	NOUN
ajee-6041	17	15	,	,	PUNCT
ajee-6041	17	16	regulate	regulate	VERB
ajee-6041	17	17	the	the	DET
ajee-6041	17	18	baseline	baseline	ADJ
ajee-6041	17	19	hydrochemistry	hydrochemistry	NOUN
ajee-6041	17	20	(	(	PUNCT
ajee-6041	17	21	gizaw	gizaw	NOUN
ajee-6041	17	22	et	et	NOUN
ajee-6041	17	23	al	al	PROPN
ajee-6041	17	24	.	.	PROPN
ajee-6041	17	25	,	,	PUNCT
ajee-6041	17	26	2019	2019	NUM
ajee-6041	17	27	)	)	PUNCT
ajee-6041	17	28	.	.	PUNCT
ajee-6041	18	1	however	however	ADV
ajee-6041	18	2	,	,	PUNCT
ajee-6041	18	3	anthropogenic	anthropogenic	ADJ
ajee-6041	18	4	inputs	input	NOUN
ajee-6041	18	5	including	include	VERB
ajee-6041	18	6	agricultural	agricultural	ADJ
ajee-6041	18	7	fertilizers	fertilizer	NOUN
ajee-6041	18	8	,	,	PUNCT
ajee-6041	18	9	untreated	untreated	ADJ
ajee-6041	18	10	sewage	sewage	NOUN
ajee-6041	18	11	,	,	PUNCT
ajee-6041	18	12	industrial	industrial	ADJ
ajee-6041	18	13	effluents	effluent	NOUN
ajee-6041	18	14	,	,	PUNCT
ajee-6041	18	15	and	and	CCONJ
ajee-6041	18	16	urban	urban	ADJ
ajee-6041	18	17	runoff	runoff	NOUN
ajee-6041	18	18	often	often	ADV
ajee-6041	18	19	accelerate	accelerate	VERB
ajee-6041	18	20	deterioration	deterioration	NOUN
ajee-6041	18	21	,	,	PUNCT
ajee-6041	18	22	resulting	result	VERB
ajee-6041	18	23	in	in	ADP
ajee-6041	18	24	elevated	elevated	ADJ
ajee-6041	18	25	nutrient	nutrient	NOUN
ajee-6041	18	26	loads	load	NOUN
ajee-6041	18	27	,	,	PUNCT
ajee-6041	18	28	sedimentation	sedimentation	NOUN
ajee-6041	18	29	,	,	PUNCT
ajee-6041	18	30	and	and	CCONJ
ajee-6041	18	31	chemical	chemical	NOUN
ajee-6041	18	32	enrichment	enrichment	NOUN
ajee-6041	18	33	(	(	PUNCT
ajee-6041	18	34	khatri	khatri	PROPN
ajee-6041	18	35	&	&	CCONJ
ajee-6041	18	36	tyagi	tyagi	PROPN
ajee-6041	18	37	,	,	PUNCT
ajee-6041	18	38	2015	2015	NUM
ajee-6041	18	39	;	;	PUNCT
ajee-6041	18	40	erah	erah	PROPN
ajee-6041	18	41	et	et	PROPN
ajee-6041	18	42	al	al	PROPN
ajee-6041	18	43	.	.	PROPN
ajee-6041	18	44	,	,	PUNCT
ajee-6041	18	45	2019	2019	NUM
ajee-6041	18	46	)	)	PUNCT
ajee-6041	18	47	.	.	PUNCT
ajee-6041	19	1	in	in	ADP
ajee-6041	19	2	sub	sub	ADJ
ajee-6041	19	3	-	-	ADJ
ajee-6041	19	4	saharan	saharan	ADJ
ajee-6041	19	5	africa	africa	PROPN
ajee-6041	19	6	,	,	PUNCT
ajee-6041	19	7	poor	poor	ADJ
ajee-6041	19	8	wastewater	wastewater	NOUN
ajee-6041	19	9	infrastructure	infrastructure	NOUN
ajee-6041	19	10	and	and	CCONJ
ajee-6041	19	11	land	land	NOUN
ajee-6041	19	12	use	use	NOUN
ajee-6041	19	13	mismanagement	mismanagement	NOUN
ajee-6041	19	14	amplify	amplify	VERB
ajee-6041	19	15	these	these	DET
ajee-6041	19	16	pressures	pressure	NOUN
ajee-6041	19	17	,	,	PUNCT
ajee-6041	19	18	leading	lead	VERB
ajee-6041	19	19	to	to	ADP
ajee-6041	19	20	widespread	widespread	ADJ
ajee-6041	19	21	exceedances	exceedance	NOUN
ajee-6041	19	22	of	of	ADP
ajee-6041	19	23	international	international	ADJ
ajee-6041	19	24	water	water	NOUN
ajee-6041	19	25	quality	quality	NOUN
ajee-6041	19	26	guidelines	guideline	NOUN
ajee-6041	19	27	(	(	PUNCT
ajee-6041	19	28	edokpayi	edokpayi	X
ajee-6041	19	29	et	et	PROPN
ajee-6041	19	30	al	al	PROPN
ajee-6041	19	31	.	.	PROPN
ajee-6041	19	32	,	,	PUNCT
ajee-6041	19	33	2019	2019	NUM
ajee-6041	19	34	;	;	PUNCT
ajee-6041	19	35	olayemi	olayemi	PROPN
ajee-6041	19	36	et	et	PROPN
ajee-6041	19	37	al	al	PROPN
ajee-6041	19	38	.	.	PROPN
ajee-6041	19	39	,	,	PUNCT
ajee-6041	19	40	2020	2020	NUM
ajee-6041	19	41	)	)	PUNCT
ajee-6041	19	42	.	.	PUNCT
ajee-6041	20	1	similar	similar	ADJ
ajee-6041	20	2	trends	trend	NOUN
ajee-6041	20	3	have	have	AUX
ajee-6041	20	4	been	be	AUX
ajee-6041	20	5	observed	observe	VERB
ajee-6041	20	6	in	in	ADP
ajee-6041	20	7	ghana	ghana	PROPN
ajee-6041	20	8	,	,	PUNCT
ajee-6041	20	9	kenya	kenya	PROPN
ajee-6041	20	10	,	,	PUNCT
ajee-6041	20	11	and	and	CCONJ
ajee-6041	20	12	ethiopia	ethiopia	PROPN
ajee-6041	20	13	,	,	PUNCT
ajee-6041	20	14	where	where	SCONJ
ajee-6041	20	15	rivers	river	NOUN
ajee-6041	20	16	show	show	VERB
ajee-6041	20	17	significant	significant	ADJ
ajee-6041	20	18	enrichment	enrichment	NOUN
ajee-6041	20	19	of	of	ADP
ajee-6041	20	20	nutrients	nutrient	NOUN
ajee-6041	20	21	and	and	CCONJ
ajee-6041	20	22	trace	trace	NOUN
ajee-6041	20	23	metals	metal	NOUN
ajee-6041	20	24	linked	link	VERB
ajee-6041	20	25	to	to	ADP
ajee-6041	20	26	land	land	NOUN
ajee-6041	20	27	use	use	NOUN
ajee-6041	20	28	and	and	CCONJ
ajee-6041	20	29	climate	climate	NOUN
ajee-6041	20	30	variability	variability	NOUN
ajee-6041	20	31	(	(	PUNCT
ajee-6041	20	32	yidana	yidana	PROPN
ajee-6041	20	33	et	et	PROPN
ajee-6041	20	34	al	al	PROPN
ajee-6041	20	35	.	.	PROPN
ajee-6041	20	36	,	,	PUNCT
ajee-6041	20	37	2020	2020	NUM
ajee-6041	20	38	;	;	PUNCT
ajee-6041	20	39	gizaw	gizaw	NOUN
ajee-6041	20	40	et	et	PROPN
ajee-6041	20	41	al	al	PROPN
ajee-6041	20	42	.	.	PROPN
ajee-6041	20	43	,	,	PUNCT
ajee-6041	20	44	2019	2019	NUM
ajee-6041	20	45	;	;	PUNCT
ajee-6041	20	46	mureithi	mureithi	PROPN
ajee-6041	20	47	et	et	PROPN
ajee-6041	20	48	al	al	PROPN
ajee-6041	20	49	.	.	PROPN
ajee-6041	20	50	,	,	PUNCT
ajee-6041	20	51	2021	2021	NUM
ajee-6041	20	52	)	)	PUNCT
ajee-6041	20	53	.	.	PUNCT
ajee-6041	21	1	nigeria	nigeria	PROPN
ajee-6041	21	2	’s	’s	PART
ajee-6041	21	3	river	river	PROPN
ajee-6041	21	4	systems	system	NOUN
ajee-6041	21	5	are	be	AUX
ajee-6041	21	6	particularly	particularly	ADV
ajee-6041	21	7	vulnerable	vulnerable	ADJ
ajee-6041	21	8	,	,	PUNCT
ajee-6041	21	9	given	give	VERB
ajee-6041	21	10	their	their	PRON
ajee-6041	21	11	location	location	NOUN
ajee-6041	21	12	within	within	ADP
ajee-6041	21	13	intensively	intensively	ADV
ajee-6041	21	14	farmed	farm	VERB
ajee-6041	21	15	and	and	CCONJ
ajee-6041	21	16	densely	densely	ADV
ajee-6041	21	17	populated	populate	VERB
ajee-6041	21	18	basins	basin	NOUN
ajee-6041	21	19	.	.	PUNCT
ajee-6041	22	1	several	several	ADJ
ajee-6041	22	2	studies	study	NOUN
ajee-6041	22	3	have	have	AUX
ajee-6041	22	4	documented	document	VERB
ajee-6041	22	5	increasing	increase	VERB
ajee-6041	22	6	levels	level	NOUN
ajee-6041	22	7	of	of	ADP
ajee-6041	22	8	turbidity	turbidity	NOUN
ajee-6041	22	9	,	,	PUNCT
ajee-6041	22	10	nutrients	nutrient	NOUN
ajee-6041	22	11	,	,	PUNCT
ajee-6041	22	12	and	and	CCONJ
ajee-6041	22	13	microbial	microbial	ADJ
ajee-6041	22	14	contamination	contamination	NOUN
ajee-6041	22	15	in	in	ADP
ajee-6041	22	16	rivers	river	NOUN
ajee-6041	22	17	such	such	ADJ
ajee-6041	22	18	as	as	ADP
ajee-6041	22	19	kaduna	kaduna	PROPN
ajee-6041	22	20	,	,	PUNCT
ajee-6041	22	21	benue	benue	VERB
ajee-6041	22	22	,	,	PUNCT
ajee-6041	22	23	and	and	CCONJ
ajee-6041	22	24	cross	cross	PROPN
ajee-6041	22	25	river	river	PROPN
ajee-6041	22	26	,	,	PUNCT
ajee-6041	22	27	largely	largely	ADV
ajee-6041	22	28	linked	link	VERB
ajee-6041	22	29	to	to	ADP
ajee-6041	22	30	fertilizer	fertilizer	NOUN
ajee-6041	22	31	use	use	NOUN
ajee-6041	22	32	,	,	PUNCT
ajee-6041	22	33	erosion	erosion	NOUN
ajee-6041	22	34	,	,	PUNCT
ajee-6041	22	35	and	and	CCONJ
ajee-6041	22	36	inadequate	inadequate	ADJ
ajee-6041	22	37	sanitation	sanitation	NOUN
ajee-6041	22	38	(	(	PUNCT
ajee-6041	22	39	okafor	okafor	PROPN
ajee-6041	22	40	et	et	PROPN
ajee-6041	22	41	al	al	PROPN
ajee-6041	22	42	.	.	PROPN
ajee-6041	22	43	,	,	PUNCT
ajee-6041	22	44	2018	2018	NUM
ajee-6041	22	45	;	;	PUNCT
ajee-6041	22	46	adeyemo	adeyemo	ADV
ajee-6041	22	47	et	et	PROPN
ajee-6041	22	48	al	al	PROPN
ajee-6041	22	49	.	.	PROPN
ajee-6041	22	50	,	,	PUNCT
ajee-6041	22	51	2020	2020	NUM
ajee-6041	22	52	;	;	PUNCT
ajee-6041	22	53	ogunfowokan	ogunfowokan	PROPN
ajee-6041	22	54	et	et	PROPN
ajee-6041	22	55	al	al	PROPN
ajee-6041	22	56	.	.	PROPN
ajee-6041	22	57	,	,	PUNCT
ajee-6041	22	58	2018	2018	NUM
ajee-6041	22	59	)	)	PUNCT
ajee-6041	22	60	.	.	PUNCT
ajee-6041	23	1	akinbile	akinbile	NOUN
ajee-6041	23	2	et	et	PROPN
ajee-6041	23	3	al	al	PROPN
ajee-6041	23	4	.	.	PROPN
ajee-6041	24	1	(	(	PUNCT
ajee-6041	24	2	2019	2019	NUM
ajee-6041	24	3	)	)	PUNCT
ajee-6041	24	4	further	far	ADV
ajee-6041	24	5	demonstrated	demonstrate	VERB
ajee-6041	24	6	that	that	SCONJ
ajee-6041	24	7	rapid	rapid	ADJ
ajee-6041	24	8	land	land	NOUN
ajee-6041	24	9	use	use	NOUN
ajee-6041	24	10	conversion	conversion	NOUN
ajee-6041	24	11	and	and	CCONJ
ajee-6041	24	12	urban	urban	ADJ
ajee-6041	24	13	encroachment	encroachment	NOUN
ajee-6041	24	14	exacerbate	exacerbate	VERB
ajee-6041	24	15	water	water	NOUN
ajee-6041	24	16	quality	quality	NOUN
ajee-6041	24	17	decline	decline	NOUN
ajee-6041	24	18	in	in	ADP
ajee-6041	24	19	southwestern	southwestern	ADJ
ajee-6041	24	20	nigeria	nigeria	PROPN
ajee-6041	24	21	.	.	PUNCT
ajee-6041	25	1	despite	despite	SCONJ
ajee-6041	25	2	these	these	DET
ajee-6041	25	3	concerns	concern	NOUN
ajee-6041	25	4	,	,	PUNCT
ajee-6041	25	5	many	many	ADJ
ajee-6041	25	6	rivers	river	NOUN
ajee-6041	25	7	remain	remain	VERB
ajee-6041	25	8	under	under	ADV
ajee-6041	25	9	-	-	PUNCT
ajee-6041	25	10	monitored	monitor	VERB
ajee-6041	25	11	,	,	PUNCT
ajee-6041	25	12	with	with	ADP
ajee-6041	25	13	sparse	sparse	ADJ
ajee-6041	25	14	data	datum	NOUN
ajee-6041	25	15	limiting	limit	VERB
ajee-6041	25	16	the	the	DET
ajee-6041	25	17	ability	ability	NOUN
ajee-6041	25	18	to	to	PART
ajee-6041	25	19	assess	assess	VERB
ajee-6041	25	20	seasonal	seasonal	ADJ
ajee-6041	25	21	dynamics	dynamic	NOUN
ajee-6041	25	22	,	,	PUNCT
ajee-6041	25	23	compliance	compliance	NOUN
ajee-6041	25	24	with	with	ADP
ajee-6041	25	25	guidelines	guideline	NOUN
ajee-6041	25	26	,	,	PUNCT
ajee-6041	25	27	and	and	CCONJ
ajee-6041	25	28	long	long	ADJ
ajee-6041	25	29	-	-	PUNCT
ajee-6041	25	30	term	term	NOUN
ajee-6041	25	31	suitability	suitability	NOUN
ajee-6041	25	32	for	for	ADP
ajee-6041	25	33	domestic	domestic	ADJ
ajee-6041	25	34	and	and	CCONJ
ajee-6041	25	35	agricultural	agricultural	ADJ
ajee-6041	25	36	use	use	NOUN
ajee-6041	25	37	.	.	PUNCT
ajee-6041	26	1	the	the	DET
ajee-6041	26	2	ogun	ogun	PROPN
ajee-6041	26	3	and	and	CCONJ
ajee-6041	26	4	oshun	oshun	NOUN
ajee-6041	26	5	rivers	river	NOUN
ajee-6041	26	6	exemplify	exemplify	VERB
ajee-6041	26	7	this	this	DET
ajee-6041	26	8	challenge	challenge	NOUN
ajee-6041	26	9	.	.	PUNCT
ajee-6041	27	1	flowing	flow	VERB
ajee-6041	27	2	through	through	ADP
ajee-6041	27	3	southwestern	southwestern	ADJ
ajee-6041	27	4	nigeria	nigeria	PROPN
ajee-6041	27	5	,	,	PUNCT
ajee-6041	27	6	they	they	PRON
ajee-6041	27	7	provide	provide	VERB
ajee-6041	27	8	critical	critical	ADJ
ajee-6041	27	9	water	water	NOUN
ajee-6041	27	10	resources	resource	NOUN
ajee-6041	27	11	for	for	ADP
ajee-6041	27	12	urban	urban	ADJ
ajee-6041	27	13	,	,	PUNCT
ajee-6041	27	14	industrial	industrial	ADJ
ajee-6041	27	15	,	,	PUNCT
ajee-6041	27	16	and	and	CCONJ
ajee-6041	27	17	agricultural	agricultural	ADJ
ajee-6041	27	18	communities	community	NOUN
ajee-6041	27	19	,	,	PUNCT
ajee-6041	27	20	yet	yet	CCONJ
ajee-6041	27	21	face	face	VERB
ajee-6041	27	22	rising	rise	VERB
ajee-6041	27	23	pressures	pressure	NOUN
ajee-6041	27	24	pa	pa	PROPN
ajee-6041	27	25	ge	ge	PROPN
ajee-6041	27	26	20	20	NUM
ajee-6041	27	27	6	6	NUM
ajee-6041	27	28	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	27	29	am	am	NOUN
ajee-6041	27	30	.	.	PUNCT
ajee-6041	28	1	j.	j.	PROPN
ajee-6041	28	2	environ	environ	PROPN
ajee-6041	28	3	econ	econ	PROPN
ajee-6041	28	4	.	.	PUNCT
ajee-6041	29	1	4(1	4(1	X
ajee-6041	29	2	)	)	PUNCT
ajee-6041	30	1	205	205	NUM
ajee-6041	30	2	-	-	SYM
ajee-6041	30	3	220	220	NUM
ajee-6041	30	4	,	,	PUNCT
ajee-6041	30	5	2025	2025	NUM
ajee-6041	30	6	from	from	ADP
ajee-6041	30	7	wastewater	wastewater	NOUN
ajee-6041	30	8	discharge	discharge	NOUN
ajee-6041	30	9	,	,	PUNCT
ajee-6041	30	10	agricultural	agricultural	ADJ
ajee-6041	30	11	return	return	NOUN
ajee-6041	30	12	flows	flow	NOUN
ajee-6041	30	13	,	,	PUNCT
ajee-6041	30	14	and	and	CCONJ
ajee-6041	30	15	catchment	catchment	NOUN
ajee-6041	30	16	degradation	degradation	NOUN
ajee-6041	30	17	.	.	PUNCT
ajee-6041	31	1	hydrochemical	hydrochemical	ADJ
ajee-6041	31	2	studies	study	NOUN
ajee-6041	31	3	provide	provide	VERB
ajee-6041	31	4	essential	essential	ADJ
ajee-6041	31	5	insights	insight	NOUN
ajee-6041	31	6	into	into	ADP
ajee-6041	31	7	the	the	DET
ajee-6041	31	8	processes	process	NOUN
ajee-6041	31	9	governing	govern	VERB
ajee-6041	31	10	water	water	NOUN
ajee-6041	31	11	quality	quality	NOUN
ajee-6041	31	12	.	.	PUNCT
ajee-6041	32	1	approaches	approach	NOUN
ajee-6041	32	2	such	such	ADJ
ajee-6041	32	3	as	as	ADP
ajee-6041	32	4	hydrochemical	hydrochemical	ADJ
ajee-6041	32	5	ratio	ratio	NOUN
ajee-6041	32	6	analysis	analysis	NOUN
ajee-6041	32	7	and	and	CCONJ
ajee-6041	32	8	geochemical	geochemical	ADJ
ajee-6041	32	9	plotting	plotting	NOUN
ajee-6041	32	10	(	(	PUNCT
ajee-6041	32	11	e.g.	e.g.	ADV
ajee-6041	32	12	,	,	PUNCT
ajee-6041	32	13	piper	piper	NOUN
ajee-6041	32	14	and	and	CCONJ
ajee-6041	32	15	gibbs	gibbs	PROPN
ajee-6041	32	16	diagrams	diagram	NOUN
ajee-6041	32	17	)	)	PUNCT
ajee-6041	32	18	help	help	VERB
ajee-6041	32	19	differentiate	differentiate	VERB
ajee-6041	32	20	natural	natural	ADJ
ajee-6041	32	21	geogenic	geogenic	ADJ
ajee-6041	32	22	controls	control	NOUN
ajee-6041	32	23	from	from	ADP
ajee-6041	32	24	anthropogenic	anthropogenic	ADJ
ajee-6041	32	25	inputs	input	NOUN
ajee-6041	32	26	(	(	PUNCT
ajee-6041	32	27	rango	rango	PROPN
ajee-6041	32	28	et	et	PROPN
ajee-6041	32	29	al	al	PROPN
ajee-6041	32	30	.	.	PROPN
ajee-6041	32	31	,	,	PUNCT
ajee-6041	32	32	2021	2021	NUM
ajee-6041	32	33	;	;	PUNCT
ajee-6041	32	34	yidana	yidana	PROPN
ajee-6041	32	35	et	et	PROPN
ajee-6041	32	36	al	al	PROPN
ajee-6041	32	37	.	.	PROPN
ajee-6041	32	38	,	,	PUNCT
ajee-6041	32	39	2020	2020	NUM
ajee-6041	32	40	)	)	PUNCT
ajee-6041	32	41	.	.	PUNCT
ajee-6041	33	1	beyond	beyond	ADP
ajee-6041	33	2	these	these	DET
ajee-6041	33	3	classical	classical	ADJ
ajee-6041	33	4	approaches	approach	NOUN
ajee-6041	33	5	,	,	PUNCT
ajee-6041	33	6	recent	recent	ADJ
ajee-6041	33	7	works	work	NOUN
ajee-6041	33	8	have	have	AUX
ajee-6041	33	9	highlighted	highlight	VERB
ajee-6041	33	10	the	the	DET
ajee-6041	33	11	role	role	NOUN
ajee-6041	33	12	of	of	ADP
ajee-6041	33	13	multivariate	multivariate	NOUN
ajee-6041	33	14	statistics	statistic	NOUN
ajee-6041	33	15	and	and	CCONJ
ajee-6041	33	16	geostatistical	geostatistical	ADJ
ajee-6041	33	17	modelling	modelling	NOUN
ajee-6041	33	18	in	in	ADP
ajee-6041	33	19	disentangling	disentangle	VERB
ajee-6041	33	20	pollution	pollution	NOUN
ajee-6041	33	21	sources	source	NOUN
ajee-6041	33	22	and	and	CCONJ
ajee-6041	33	23	characterizing	characterize	VERB
ajee-6041	33	24	water	water	NOUN
ajee-6041	33	25	facies	facie	NOUN
ajee-6041	33	26	(	(	PUNCT
ajee-6041	33	27	singh	singh	PROPN
ajee-6041	33	28	et	et	PROPN
ajee-6041	33	29	al	al	PROPN
ajee-6041	33	30	.	.	PROPN
ajee-6041	33	31	,	,	PUNCT
ajee-6041	33	32	2020	2020	NUM
ajee-6041	33	33	;	;	PUNCT
ajee-6041	33	34	akintola	akintola	PROPN
ajee-6041	33	35	et	et	PROPN
ajee-6041	33	36	al	al	PROPN
ajee-6041	33	37	.	.	PROPN
ajee-6041	33	38	,	,	PUNCT
ajee-6041	33	39	2023	2023	NUM
ajee-6041	33	40	)	)	PUNCT
ajee-6041	33	41	.	.	PUNCT
ajee-6041	34	1	however	however	ADV
ajee-6041	34	2	,	,	PUNCT
ajee-6041	34	3	descriptive	descriptive	ADJ
ajee-6041	34	4	and	and	CCONJ
ajee-6041	34	5	geochemical	geochemical	ADJ
ajee-6041	34	6	analyses	analysis	NOUN
ajee-6041	34	7	alone	alone	ADV
ajee-6041	34	8	are	be	AUX
ajee-6041	34	9	insufficient	insufficient	ADJ
ajee-6041	34	10	for	for	ADP
ajee-6041	34	11	proactive	proactive	ADJ
ajee-6041	34	12	management	management	NOUN
ajee-6041	34	13	.	.	PUNCT
ajee-6041	35	1	recent	recent	ADJ
ajee-6041	35	2	advances	advance	NOUN
ajee-6041	35	3	in	in	ADP
ajee-6041	35	4	predictive	predictive	ADJ
ajee-6041	35	5	modelling	modelling	NOUN
ajee-6041	35	6	,	,	PUNCT
ajee-6041	35	7	including	include	VERB
ajee-6041	35	8	machine	machine	NOUN
ajee-6041	35	9	learning	learn	VERB
ajee-6041	35	10	techniques	technique	NOUN
ajee-6041	35	11	such	such	ADJ
ajee-6041	35	12	as	as	ADP
ajee-6041	35	13	decision	decision	NOUN
ajee-6041	35	14	trees	tree	NOUN
ajee-6041	35	15	,	,	PUNCT
ajee-6041	35	16	support	support	NOUN
ajee-6041	35	17	vector	vector	NOUN
ajee-6041	35	18	machines	machine	NOUN
ajee-6041	35	19	,	,	PUNCT
ajee-6041	35	20	and	and	CCONJ
ajee-6041	35	21	random	random	ADJ
ajee-6041	35	22	forests	forest	NOUN
ajee-6041	35	23	,	,	PUNCT
ajee-6041	35	24	have	have	AUX
ajee-6041	35	25	shown	show	VERB
ajee-6041	35	26	great	great	ADJ
ajee-6041	35	27	potential	potential	NOUN
ajee-6041	35	28	for	for	ADP
ajee-6041	35	29	forecasting	forecast	VERB
ajee-6041	35	30	water	water	NOUN
ajee-6041	35	31	quality	quality	NOUN
ajee-6041	35	32	parameters	parameter	NOUN
ajee-6041	35	33	using	use	VERB
ajee-6041	35	34	easily	easily	ADV
ajee-6041	35	35	measurable	measurable	ADJ
ajee-6041	35	36	indicators	indicator	NOUN
ajee-6041	35	37	(	(	PUNCT
ajee-6041	35	38	aladejana	aladejana	PROPN
ajee-6041	35	39	et	et	PROPN
ajee-6041	35	40	al	al	PROPN
ajee-6041	35	41	.	.	PROPN
ajee-6041	35	42	,	,	PUNCT
ajee-6041	35	43	2021	2021	NUM
ajee-6041	35	44	;	;	PUNCT
ajee-6041	35	45	rahman	rahman	PROPN
ajee-6041	35	46	et	et	PROPN
ajee-6041	35	47	al	al	PROPN
ajee-6041	35	48	.	.	PROPN
ajee-6041	35	49	,	,	PUNCT
ajee-6041	35	50	2022	2022	NUM
ajee-6041	35	51	;	;	PUNCT
ajee-6041	35	52	khan	khan	PROPN
ajee-6041	35	53	et	et	PROPN
ajee-6041	35	54	al	al	PROPN
ajee-6041	35	55	.	.	PROPN
ajee-6041	35	56	,	,	PUNCT
ajee-6041	35	57	2023	2023	NUM
ajee-6041	35	58	)	)	PUNCT
ajee-6041	35	59	.	.	PUNCT
ajee-6041	36	1	such	such	ADJ
ajee-6041	36	2	approaches	approach	NOUN
ajee-6041	36	3	are	be	AUX
ajee-6041	36	4	particularly	particularly	ADV
ajee-6041	36	5	valuable	valuable	ADJ
ajee-6041	36	6	in	in	ADP
ajee-6041	36	7	resource	resource	NOUN
ajee-6041	36	8	-	-	PUNCT
ajee-6041	36	9	limited	limit	VERB
ajee-6041	36	10	settings	setting	NOUN
ajee-6041	36	11	where	where	SCONJ
ajee-6041	36	12	monitoring	monitoring	NOUN
ajee-6041	36	13	networks	network	NOUN
ajee-6041	36	14	and	and	CCONJ
ajee-6041	36	15	laboratory	laboratory	NOUN
ajee-6041	36	16	facilities	facility	NOUN
ajee-6041	36	17	are	be	AUX
ajee-6041	36	18	inadequate	inadequate	ADJ
ajee-6041	36	19	(	(	PUNCT
ajee-6041	36	20	bwala	bwala	NOUN
ajee-6041	36	21	et	et	PROPN
ajee-6041	36	22	al	al	PROPN
ajee-6041	36	23	.	.	PROPN
ajee-6041	36	24	,	,	PUNCT
ajee-6041	36	25	2025	2025	NUM
ajee-6041	36	26	;	;	PUNCT
ajee-6041	36	27	abbasnia	abbasnia	PROPN
ajee-6041	36	28	et	et	PROPN
ajee-6041	36	29	al	al	PROPN
ajee-6041	36	30	.	.	PROPN
ajee-6041	36	31	,	,	PUNCT
ajee-6041	36	32	2019	2019	NUM
ajee-6041	36	33	)	)	PUNCT
ajee-6041	36	34	.	.	PUNCT
ajee-6041	37	1	in	in	ADP
ajee-6041	37	2	addition	addition	NOUN
ajee-6041	37	3	,	,	PUNCT
ajee-6041	37	4	compliance	compliance	NOUN
ajee-6041	37	5	assessment	assessment	NOUN
ajee-6041	37	6	with	with	ADP
ajee-6041	37	7	standards	standard	NOUN
ajee-6041	37	8	such	such	ADJ
ajee-6041	37	9	as	as	ADP
ajee-6041	37	10	the	the	DET
ajee-6041	37	11	world	world	PROPN
ajee-6041	37	12	health	health	NOUN
ajee-6041	37	13	organization	organization	NOUN
ajee-6041	37	14	(	(	PUNCT
ajee-6041	37	15	who	who	PRON
ajee-6041	37	16	,	,	PUNCT
ajee-6041	37	17	2017	2017	NUM
ajee-6041	37	18	)	)	PUNCT
ajee-6041	37	19	and	and	CCONJ
ajee-6041	37	20	nigerian	nigerian	ADJ
ajee-6041	37	21	standards	standard	NOUN
ajee-6041	37	22	for	for	ADP
ajee-6041	37	23	drinking	drink	VERB
ajee-6041	37	24	water	water	NOUN
ajee-6041	37	25	quality	quality	NOUN
ajee-6041	37	26	(	(	PUNCT
ajee-6041	37	27	nsdwq	nsdwq	NOUN
ajee-6041	37	28	,	,	PUNCT
ajee-6041	37	29	2007	2007	NUM
ajee-6041	37	30	)	)	PUNCT
ajee-6041	37	31	remains	remain	VERB
ajee-6041	37	32	essential	essential	ADJ
ajee-6041	37	33	for	for	ADP
ajee-6041	37	34	safeguarding	safeguard	VERB
ajee-6041	37	35	human	human	ADJ
ajee-6041	37	36	health	health	NOUN
ajee-6041	37	37	.	.	PUNCT
ajee-6041	38	1	parameters	parameter	NOUN
ajee-6041	38	2	such	such	ADJ
ajee-6041	38	3	as	as	ADP
ajee-6041	38	4	turbidity	turbidity	NOUN
ajee-6041	38	5	,	,	PUNCT
ajee-6041	38	6	phosphate	phosphate	NOUN
ajee-6041	38	7	,	,	PUNCT
ajee-6041	38	8	and	and	CCONJ
ajee-6041	38	9	sodium	sodium	NOUN
ajee-6041	38	10	not	not	PART
ajee-6041	38	11	only	only	ADV
ajee-6041	38	12	influence	influence	VERB
ajee-6041	38	13	potability	potability	NOUN
ajee-6041	38	14	but	but	CCONJ
ajee-6041	38	15	also	also	ADV
ajee-6041	38	16	have	have	VERB
ajee-6041	38	17	implications	implication	NOUN
ajee-6041	38	18	for	for	ADP
ajee-6041	38	19	ecosystem	ecosystem	NOUN
ajee-6041	38	20	function	function	NOUN
ajee-6041	38	21	and	and	CCONJ
ajee-6041	38	22	irrigation	irrigation	NOUN
ajee-6041	38	23	sustainability	sustainability	NOUN
ajee-6041	38	24	.	.	PUNCT
ajee-6041	39	1	for	for	ADP
ajee-6041	39	2	instance	instance	NOUN
ajee-6041	39	3	,	,	PUNCT
ajee-6041	39	4	persistent	persistent	ADJ
ajee-6041	39	5	turbidity	turbidity	NOUN
ajee-6041	39	6	impairs	impair	VERB
ajee-6041	39	7	light	light	ADJ
ajee-6041	39	8	penetration	penetration	NOUN
ajee-6041	39	9	and	and	CCONJ
ajee-6041	39	10	microbial	microbial	ADJ
ajee-6041	39	11	safety	safety	NOUN
ajee-6041	39	12	,	,	PUNCT
ajee-6041	39	13	while	while	SCONJ
ajee-6041	39	14	high	high	ADJ
ajee-6041	39	15	sodium	sodium	NOUN
ajee-6041	39	16	concentrations	concentration	NOUN
ajee-6041	39	17	pose	pose	VERB
ajee-6041	39	18	risks	risk	NOUN
ajee-6041	39	19	to	to	PART
ajee-6041	39	20	soil	soil	VERB
ajee-6041	39	21	permeability	permeability	NOUN
ajee-6041	39	22	and	and	CCONJ
ajee-6041	39	23	crop	crop	NOUN
ajee-6041	39	24	productivity	productivity	NOUN
ajee-6041	39	25	(	(	PUNCT
ajee-6041	39	26	ayers	ayers	PROPN
ajee-6041	39	27	&	&	CCONJ
ajee-6041	39	28	westcot	westcot	PROPN
ajee-6041	39	29	,	,	PUNCT
ajee-6041	39	30	1985	1985	NUM
ajee-6041	39	31	;	;	PUNCT
ajee-6041	39	32	abdullahi	abdullahi	NUM
ajee-6041	39	33	et	et	PROPN
ajee-6041	39	34	al	al	PROPN
ajee-6041	39	35	.	.	PROPN
ajee-6041	39	36	,	,	PUNCT
ajee-6041	39	37	2017	2017	NUM
ajee-6041	39	38	)	)	PUNCT
ajee-6041	39	39	.	.	PUNCT
ajee-6041	40	1	against	against	ADP
ajee-6041	40	2	this	this	DET
ajee-6041	40	3	backdrop	backdrop	NOUN
ajee-6041	40	4	,	,	PUNCT
ajee-6041	40	5	the	the	DET
ajee-6041	40	6	present	present	ADJ
ajee-6041	40	7	study	study	NOUN
ajee-6041	40	8	assesses	assess	VERB
ajee-6041	40	9	the	the	DET
ajee-6041	40	10	hydrochemistry	hydrochemistry	NOUN
ajee-6041	40	11	and	and	CCONJ
ajee-6041	40	12	water	water	NOUN
ajee-6041	40	13	quality	quality	NOUN
ajee-6041	40	14	status	status	NOUN
ajee-6041	40	15	of	of	ADP
ajee-6041	40	16	ogun	ogun	PROPN
ajee-6041	40	17	and	and	CCONJ
ajee-6041	40	18	oshun	oshun	NOUN
ajee-6041	40	19	rivers	river	NOUN
ajee-6041	40	20	through	through	ADP
ajee-6041	40	21	a	a	DET
ajee-6041	40	22	combination	combination	NOUN
ajee-6041	40	23	of	of	ADP
ajee-6041	40	24	descriptive	descriptive	ADJ
ajee-6041	40	25	statistics	statistic	NOUN
ajee-6041	40	26	,	,	PUNCT
ajee-6041	40	27	compliance	compliance	NOUN
ajee-6041	40	28	evaluation	evaluation	NOUN
ajee-6041	40	29	,	,	PUNCT
ajee-6041	40	30	hydrochemical	hydrochemical	ADJ
ajee-6041	40	31	ratio	ratio	NOUN
ajee-6041	40	32	analysis	analysis	NOUN
ajee-6041	40	33	,	,	PUNCT
ajee-6041	40	34	trend	trend	NOUN
ajee-6041	40	35	analysis	analysis	NOUN
ajee-6041	40	36	,	,	PUNCT
ajee-6041	40	37	and	and	CCONJ
ajee-6041	40	38	predictive	predictive	ADJ
ajee-6041	40	39	modelling	modelling	NOUN
ajee-6041	40	40	.	.	PUNCT
ajee-6041	41	1	specifically	specifically	ADV
ajee-6041	41	2	,	,	PUNCT
ajee-6041	41	3	the	the	DET
ajee-6041	41	4	study	study	NOUN
ajee-6041	41	5	aims	aim	VERB
ajee-6041	41	6	to	to	AUX
ajee-6041	41	7	(	(	PUNCT
ajee-6041	41	8	i	i	NOUN
ajee-6041	41	9	)	)	PUNCT
ajee-6041	41	10	evaluate	evaluate	VERB
ajee-6041	41	11	seasonal	seasonal	ADJ
ajee-6041	41	12	and	and	CCONJ
ajee-6041	41	13	spatial	spatial	ADJ
ajee-6041	41	14	variations	variation	NOUN
ajee-6041	41	15	in	in	ADP
ajee-6041	41	16	key	key	ADJ
ajee-6041	41	17	water	water	NOUN
ajee-6041	41	18	quality	quality	NOUN
ajee-6041	41	19	parameters	parameter	NOUN
ajee-6041	41	20	,	,	PUNCT
ajee-6041	41	21	(	(	PUNCT
ajee-6041	41	22	ii	ii	NOUN
ajee-6041	41	23	)	)	PUNCT
ajee-6041	41	24	assess	assess	NOUN
ajee-6041	41	25	compliance	compliance	NOUN
ajee-6041	41	26	with	with	ADP
ajee-6041	41	27	international	international	ADJ
ajee-6041	41	28	and	and	CCONJ
ajee-6041	41	29	national	national	ADJ
ajee-6041	41	30	standards	standard	NOUN
ajee-6041	41	31	,	,	PUNCT
ajee-6041	41	32	(	(	PUNCT
ajee-6041	41	33	iii	iii	NOUN
ajee-6041	41	34	)	)	PUNCT
ajee-6041	41	35	identify	identify	VERB
ajee-6041	41	36	geochemical	geochemical	ADJ
ajee-6041	41	37	processes	process	NOUN
ajee-6041	41	38	governing	govern	VERB
ajee-6041	41	39	ionic	ionic	ADJ
ajee-6041	41	40	composition	composition	NOUN
ajee-6041	41	41	,	,	PUNCT
ajee-6041	41	42	and	and	CCONJ
ajee-6041	41	43	(	(	PUNCT
ajee-6041	41	44	iv	iv	X
ajee-6041	41	45	)	)	PUNCT
ajee-6041	41	46	apply	apply	VERB
ajee-6041	41	47	regression	regression	NOUN
ajee-6041	41	48	and	and	CCONJ
ajee-6041	41	49	machine	machine	NOUN
ajee-6041	41	50	learning	learning	NOUN
ajee-6041	41	51	models	model	NOUN
ajee-6041	41	52	to	to	PART
ajee-6041	41	53	predict	predict	VERB
ajee-6041	41	54	critical	critical	ADJ
ajee-6041	41	55	indicators	indicator	NOUN
ajee-6041	41	56	such	such	ADJ
ajee-6041	41	57	as	as	ADP
ajee-6041	41	58	phosphate	phosphate	NOUN
ajee-6041	41	59	,	,	PUNCT
ajee-6041	41	60	turbidity	turbidity	NOUN
ajee-6041	41	61	,	,	PUNCT
ajee-6041	41	62	and	and	CCONJ
ajee-6041	41	63	tds	tds	PROPN
ajee-6041	41	64	.	.	PUNCT
ajee-6041	42	1	by	by	ADP
ajee-6041	42	2	integrating	integrate	VERB
ajee-6041	42	3	classical	classical	ADJ
ajee-6041	42	4	hydrochemistry	hydrochemistry	NOUN
ajee-6041	42	5	with	with	ADP
ajee-6041	42	6	modern	modern	ADJ
ajee-6041	42	7	predictive	predictive	ADJ
ajee-6041	42	8	approaches	approach	NOUN
ajee-6041	42	9	,	,	PUNCT
ajee-6041	42	10	this	this	DET
ajee-6041	42	11	work	work	NOUN
ajee-6041	42	12	contributes	contribute	VERB
ajee-6041	42	13	to	to	ADP
ajee-6041	42	14	improved	improved	ADJ
ajee-6041	42	15	understanding	understanding	NOUN
ajee-6041	42	16	of	of	ADP
ajee-6041	42	17	riverine	riverine	NOUN
ajee-6041	42	18	water	water	NOUN
ajee-6041	42	19	quality	quality	NOUN
ajee-6041	42	20	dynamics	dynamic	NOUN
ajee-6041	42	21	in	in	ADP
ajee-6041	42	22	nigeria	nigeria	PROPN
ajee-6041	42	23	and	and	CCONJ
ajee-6041	42	24	offers	offer	VERB
ajee-6041	42	25	practical	practical	ADJ
ajee-6041	42	26	tools	tool	NOUN
ajee-6041	42	27	for	for	ADP
ajee-6041	42	28	sustainable	sustainable	ADJ
ajee-6041	42	29	water	water	NOUN
ajee-6041	42	30	resource	resource	NOUN
ajee-6041	42	31	management	management	NOUN
ajee-6041	42	32	.	.	PUNCT
ajee-6041	43	1	materials	material	NOUN
ajee-6041	43	2	and	and	CCONJ
ajee-6041	43	3	methods	method	NOUN
ajee-6041	43	4	study	study	NOUN
ajee-6041	43	5	area	area	NOUN
ajee-6041	43	6	the	the	DET
ajee-6041	43	7	study	study	NOUN
ajee-6041	43	8	was	be	AUX
ajee-6041	43	9	conducted	conduct	VERB
ajee-6041	43	10	on	on	ADP
ajee-6041	43	11	ogun	ogun	PROPN
ajee-6041	43	12	and	and	CCONJ
ajee-6041	43	13	oshun	oshun	NOUN
ajee-6041	43	14	rivers	river	NOUN
ajee-6041	43	15	,	,	PUNCT
ajee-6041	43	16	two	two	NUM
ajee-6041	43	17	major	major	ADJ
ajee-6041	43	18	river	river	NOUN
ajee-6041	43	19	systems	system	NOUN
ajee-6041	43	20	draining	drain	VERB
ajee-6041	43	21	the	the	DET
ajee-6041	43	22	southwestern	southwestern	ADJ
ajee-6041	43	23	region	region	NOUN
ajee-6041	43	24	of	of	ADP
ajee-6041	43	25	nigeria	nigeria	PROPN
ajee-6041	43	26	.	.	PUNCT
ajee-6041	44	1	both	both	DET
ajee-6041	44	2	rivers	river	NOUN
ajee-6041	44	3	play	play	VERB
ajee-6041	44	4	a	a	DET
ajee-6041	44	5	vital	vital	ADJ
ajee-6041	44	6	role	role	NOUN
ajee-6041	44	7	in	in	ADP
ajee-6041	44	8	supporting	support	VERB
ajee-6041	44	9	domestic	domestic	ADJ
ajee-6041	44	10	supply	supply	NOUN
ajee-6041	44	11	,	,	PUNCT
ajee-6041	44	12	irrigation	irrigation	NOUN
ajee-6041	44	13	,	,	PUNCT
ajee-6041	44	14	aquaculture	aquaculture	NOUN
ajee-6041	44	15	,	,	PUNCT
ajee-6041	44	16	and	and	CCONJ
ajee-6041	44	17	industrial	industrial	ADJ
ajee-6041	44	18	activities	activity	NOUN
ajee-6041	44	19	for	for	ADP
ajee-6041	44	20	millions	million	NOUN
ajee-6041	44	21	of	of	ADP
ajee-6041	44	22	residents	resident	NOUN
ajee-6041	44	23	within	within	ADP
ajee-6041	44	24	their	their	PRON
ajee-6041	44	25	catchments	catchment	NOUN
ajee-6041	44	26	(	(	PUNCT
ajee-6041	44	27	adeyemo	adeyemo	ADV
ajee-6041	44	28	et	et	PROPN
ajee-6041	44	29	al	al	PROPN
ajee-6041	44	30	.	.	PROPN
ajee-6041	44	31	,	,	PUNCT
ajee-6041	44	32	2020	2020	NUM
ajee-6041	44	33	)	)	PUNCT
ajee-6041	44	34	.	.	PUNCT
ajee-6041	45	1	ogun	ogun	PROPN
ajee-6041	45	2	river	river	NOUN
ajee-6041	45	3	originates	originate	NOUN
ajee-6041	45	4	from	from	ADP
ajee-6041	45	5	the	the	DET
ajee-6041	45	6	igaran	igaran	ADJ
ajee-6041	45	7	hills	hill	NOUN
ajee-6041	45	8	in	in	ADP
ajee-6041	45	9	oyo	oyo	NOUN
ajee-6041	45	10	state	state	NOUN
ajee-6041	45	11	and	and	CCONJ
ajee-6041	45	12	flows	flow	VERB
ajee-6041	45	13	southward	southward	ADV
ajee-6041	45	14	for	for	ADP
ajee-6041	45	15	about	about	ADV
ajee-6041	45	16	480	480	NUM
ajee-6041	45	17	km	km	NOUN
ajee-6041	45	18	before	before	ADP
ajee-6041	45	19	discharging	discharge	VERB
ajee-6041	45	20	into	into	ADP
ajee-6041	45	21	the	the	DET
ajee-6041	45	22	lagos	lagos	NOUN
ajee-6041	45	23	lagoon	lagoon	NOUN
ajee-6041	45	24	and	and	CCONJ
ajee-6041	45	25	eventually	eventually	ADV
ajee-6041	45	26	the	the	DET
ajee-6041	45	27	atlantic	atlantic	PROPN
ajee-6041	45	28	ocean	ocean	PROPN
ajee-6041	45	29	.	.	PUNCT
ajee-6041	46	1	its	its	PRON
ajee-6041	46	2	basin	basin	NOUN
ajee-6041	46	3	covers	cover	VERB
ajee-6041	46	4	approximately	approximately	ADV
ajee-6041	46	5	22,000	22,000	NUM
ajee-6041	46	6	km²	km²	NOUN
ajee-6041	46	7	.	.	PUNCT
ajee-6041	47	1	the	the	DET
ajee-6041	47	2	river	river	NOUN
ajee-6041	47	3	traverses	traverse	VERB
ajee-6041	47	4	several	several	ADJ
ajee-6041	47	5	states	state	NOUN
ajee-6041	47	6	,	,	PUNCT
ajee-6041	47	7	including	include	VERB
ajee-6041	47	8	oyo	oyo	NOUN
ajee-6041	47	9	,	,	PUNCT
ajee-6041	47	10	ogun	ogun	NOUN
ajee-6041	47	11	,	,	PUNCT
ajee-6041	47	12	lagos	lago	NOUN
ajee-6041	47	13	,	,	PUNCT
ajee-6041	47	14	and	and	CCONJ
ajee-6041	47	15	parts	part	NOUN
ajee-6041	47	16	of	of	ADP
ajee-6041	47	17	ondo	ondo	NOUN
ajee-6041	47	18	,	,	PUNCT
ajee-6041	47	19	and	and	CCONJ
ajee-6041	47	20	is	be	AUX
ajee-6041	47	21	intersected	intersect	VERB
ajee-6041	47	22	by	by	ADP
ajee-6041	47	23	numerous	numerous	ADJ
ajee-6041	47	24	tributaries	tributary	NOUN
ajee-6041	47	25	such	such	ADJ
ajee-6041	47	26	as	as	ADP
ajee-6041	47	27	ofiki	ofiki	PROPN
ajee-6041	47	28	,	,	PUNCT
ajee-6041	47	29	opeki	opeki	ADV
ajee-6041	47	30	,	,	PUNCT
ajee-6041	47	31	and	and	CCONJ
ajee-6041	47	32	oyan	oyan	ADJ
ajee-6041	47	33	rivers	river	NOUN
ajee-6041	47	34	(	(	PUNCT
ajee-6041	47	35	ayoade	ayoade	PROPN
ajee-6041	47	36	et	et	PROPN
ajee-6041	47	37	al	al	PROPN
ajee-6041	47	38	.	.	PROPN
ajee-6041	47	39	,	,	PUNCT
ajee-6041	47	40	2019	2019	NUM
ajee-6041	47	41	)	)	PUNCT
ajee-6041	47	42	.	.	PUNCT
ajee-6041	48	1	the	the	DET
ajee-6041	48	2	oshun	oshun	PROPN
ajee-6041	48	3	river	river	NOUN
ajee-6041	48	4	,	,	PUNCT
ajee-6041	48	5	by	by	ADP
ajee-6041	48	6	contrast	contrast	NOUN
ajee-6041	48	7	,	,	PUNCT
ajee-6041	48	8	originates	originate	NOUN
ajee-6041	48	9	from	from	ADP
ajee-6041	48	10	the	the	DET
ajee-6041	48	11	ekiti	ekiti	PROPN
ajee-6041	48	12	hills	hill	NOUN
ajee-6041	48	13	near	near	ADP
ajee-6041	48	14	ekiti	ekiti	PROPN
ajee-6041	48	15	state	state	NOUN
ajee-6041	48	16	,	,	PUNCT
ajee-6041	48	17	flowing	flow	VERB
ajee-6041	48	18	southwest	southwest	ADV
ajee-6041	48	19	across	across	ADP
ajee-6041	48	20	osun	osun	PROPN
ajee-6041	48	21	and	and	CCONJ
ajee-6041	48	22	ogun	ogun	PROPN
ajee-6041	48	23	states	state	NOUN
ajee-6041	48	24	before	before	ADP
ajee-6041	48	25	joining	join	VERB
ajee-6041	48	26	the	the	DET
ajee-6041	48	27	lagos	lagos	NOUN
ajee-6041	48	28	lagoon	lagoon	NOUN
ajee-6041	48	29	system	system	NOUN
ajee-6041	48	30	.	.	PUNCT
ajee-6041	49	1	its	its	PRON
ajee-6041	49	2	catchment	catchment	NOUN
ajee-6041	49	3	area	area	NOUN
ajee-6041	49	4	spans	span	VERB
ajee-6041	49	5	about	about	ADV
ajee-6041	49	6	11,000	11,000	NUM
ajee-6041	49	7	km²	km²	NOUN
ajee-6041	49	8	(	(	PUNCT
ajee-6041	49	9	ibrahim	ibrahim	NOUN
ajee-6041	49	10	et	et	PROPN
ajee-6041	49	11	al	al	PROPN
ajee-6041	49	12	.	.	PROPN
ajee-6041	49	13	,	,	PUNCT
ajee-6041	49	14	2021	2021	NUM
ajee-6041	49	15	)	)	PUNCT
ajee-6041	49	16	.	.	PUNCT
ajee-6041	50	1	the	the	DET
ajee-6041	50	2	topography	topography	NOUN
ajee-6041	50	3	of	of	ADP
ajee-6041	50	4	the	the	DET
ajee-6041	50	5	study	study	NOUN
ajee-6041	50	6	area	area	NOUN
ajee-6041	50	7	is	be	AUX
ajee-6041	50	8	predominantly	predominantly	ADV
ajee-6041	50	9	undulating	undulate	VERB
ajee-6041	50	10	to	to	ADP
ajee-6041	50	11	gently	gently	ADV
ajee-6041	50	12	rolling	roll	VERB
ajee-6041	50	13	,	,	PUNCT
ajee-6041	50	14	with	with	ADP
ajee-6041	50	15	elevations	elevation	NOUN
ajee-6041	50	16	ranging	range	VERB
ajee-6041	50	17	from	from	ADP
ajee-6041	50	18	30	30	NUM
ajee-6041	50	19	m	m	NOUN
ajee-6041	50	20	in	in	ADP
ajee-6041	50	21	the	the	DET
ajee-6041	50	22	coastal	coastal	ADJ
ajee-6041	50	23	plains	plain	NOUN
ajee-6041	50	24	to	to	ADP
ajee-6041	50	25	over	over	ADP
ajee-6041	50	26	600	600	NUM
ajee-6041	50	27	m	m	NOUN
ajee-6041	50	28	in	in	ADP
ajee-6041	50	29	the	the	DET
ajee-6041	50	30	northern	northern	ADJ
ajee-6041	50	31	uplands	upland	NOUN
ajee-6041	50	32	.	.	PUNCT
ajee-6041	51	1	the	the	DET
ajee-6041	51	2	terrain	terrain	NOUN
ajee-6041	51	3	is	be	AUX
ajee-6041	51	4	dissected	dissect	VERB
ajee-6041	51	5	by	by	ADP
ajee-6041	51	6	ridges	ridge	NOUN
ajee-6041	51	7	,	,	PUNCT
ajee-6041	51	8	hills	hill	NOUN
ajee-6041	51	9	,	,	PUNCT
ajee-6041	51	10	and	and	CCONJ
ajee-6041	51	11	valleys	valley	NOUN
ajee-6041	51	12	that	that	SCONJ
ajee-6041	51	13	direct	direct	ADJ
ajee-6041	51	14	river	river	NOUN
ajee-6041	51	15	flow	flow	NOUN
ajee-6041	51	16	southwards	southward	NOUN
ajee-6041	51	17	.	.	PUNCT
ajee-6041	52	1	this	this	DET
ajee-6041	52	2	varied	varied	ADJ
ajee-6041	52	3	relief	relief	NOUN
ajee-6041	52	4	promotes	promote	VERB
ajee-6041	52	5	surface	surface	NOUN
ajee-6041	52	6	runoff	runoff	NOUN
ajee-6041	52	7	during	during	ADP
ajee-6041	52	8	rainfall	rainfall	NOUN
ajee-6041	52	9	events	event	NOUN
ajee-6041	52	10	,	,	PUNCT
ajee-6041	52	11	thereby	thereby	ADV
ajee-6041	52	12	enhancing	enhance	VERB
ajee-6041	52	13	erosion	erosion	NOUN
ajee-6041	52	14	,	,	PUNCT
ajee-6041	52	15	sediment	sediment	NOUN
ajee-6041	52	16	transport	transport	NOUN
ajee-6041	52	17	,	,	PUNCT
ajee-6041	52	18	and	and	CCONJ
ajee-6041	52	19	nutrient	nutrient	ADJ
ajee-6041	52	20	fluxes	flux	NOUN
ajee-6041	52	21	into	into	ADP
ajee-6041	52	22	the	the	DET
ajee-6041	52	23	rivers	river	NOUN
ajee-6041	52	24	(	(	PUNCT
ajee-6041	52	25	ogunfowokan	ogunfowokan	PROPN
ajee-6041	52	26	et	et	PROPN
ajee-6041	52	27	al	al	PROPN
ajee-6041	52	28	.	.	PROPN
ajee-6041	52	29	,	,	PUNCT
ajee-6041	52	30	2018	2018	NUM
ajee-6041	52	31	)	)	PUNCT
ajee-6041	52	32	.	.	PUNCT
ajee-6041	53	1	the	the	DET
ajee-6041	53	2	climate	climate	NOUN
ajee-6041	53	3	is	be	AUX
ajee-6041	53	4	tropical	tropical	ADJ
ajee-6041	53	5	,	,	PUNCT
ajee-6041	53	6	with	with	ADP
ajee-6041	53	7	two	two	NUM
ajee-6041	53	8	distinct	distinct	ADJ
ajee-6041	53	9	seasons	season	NOUN
ajee-6041	53	10	:	:	PUNCT
ajee-6041	53	11	a	a	DET
ajee-6041	53	12	wet	wet	ADJ
ajee-6041	53	13	season	season	NOUN
ajee-6041	53	14	(	(	PUNCT
ajee-6041	53	15	april	april	PROPN
ajee-6041	53	16	–	–	PUNCT
ajee-6041	53	17	october	october	PROPN
ajee-6041	53	18	)	)	PUNCT
ajee-6041	53	19	,	,	PUNCT
ajee-6041	53	20	characterized	characterize	VERB
ajee-6041	53	21	by	by	ADP
ajee-6041	53	22	heavy	heavy	ADJ
ajee-6041	53	23	rainfall	rainfall	NOUN
ajee-6041	53	24	(	(	PUNCT
ajee-6041	53	25	annual	annual	ADJ
ajee-6041	53	26	average	average	NOUN
ajee-6041	53	27	of	of	ADP
ajee-6041	53	28	1200	1200	NUM
ajee-6041	53	29	–	–	PUNCT
ajee-6041	53	30	1500	1500	NUM
ajee-6041	53	31	mm	mm	NOUN
ajee-6041	53	32	)	)	PUNCT
ajee-6041	53	33	,	,	PUNCT
ajee-6041	53	34	and	and	CCONJ
ajee-6041	53	35	a	a	DET
ajee-6041	53	36	dry	dry	ADJ
ajee-6041	53	37	season	season	NOUN
ajee-6041	53	38	(	(	PUNCT
ajee-6041	53	39	november	november	PROPN
ajee-6041	53	40	–	–	PUNCT
ajee-6041	53	41	march	march	PROPN
ajee-6041	53	42	)	)	PUNCT
ajee-6041	53	43	with	with	ADP
ajee-6041	53	44	reduced	reduced	ADJ
ajee-6041	53	45	precipitation	precipitation	NOUN
ajee-6041	53	46	and	and	CCONJ
ajee-6041	53	47	higher	high	ADJ
ajee-6041	53	48	evapotranspiration	evapotranspiration	NOUN
ajee-6041	53	49	.	.	PUNCT
ajee-6041	54	1	average	average	ADJ
ajee-6041	54	2	temperatures	temperature	NOUN
ajee-6041	54	3	range	range	VERB
ajee-6041	54	4	between	between	ADP
ajee-6041	54	5	25	25	NUM
ajee-6041	54	6	°	°	NOUN
ajee-6041	54	7	c	c	NOUN
ajee-6041	54	8	and	and	CCONJ
ajee-6041	54	9	32	32	NUM
ajee-6041	54	10	°	°	NOUN
ajee-6041	54	11	c	c	NOUN
ajee-6041	54	12	year	year	NOUN
ajee-6041	54	13	-	-	PUNCT
ajee-6041	54	14	round	round	NOUN
ajee-6041	54	15	.	.	PUNCT
ajee-6041	55	1	the	the	DET
ajee-6041	55	2	seasonal	seasonal	ADJ
ajee-6041	55	3	hydrology	hydrology	NOUN
ajee-6041	55	4	exerts	exert	VERB
ajee-6041	55	5	strong	strong	ADJ
ajee-6041	55	6	control	control	NOUN
ajee-6041	55	7	on	on	ADP
ajee-6041	55	8	water	water	NOUN
ajee-6041	55	9	quality	quality	NOUN
ajee-6041	55	10	,	,	PUNCT
ajee-6041	55	11	with	with	ADP
ajee-6041	55	12	dilution	dilution	NOUN
ajee-6041	55	13	processes	process	NOUN
ajee-6041	55	14	dominating	dominate	VERB
ajee-6041	55	15	in	in	ADP
ajee-6041	55	16	the	the	DET
ajee-6041	55	17	wet	wet	ADJ
ajee-6041	55	18	season	season	NOUN
ajee-6041	55	19	and	and	CCONJ
ajee-6041	55	20	concentration	concentration	NOUN
ajee-6041	55	21	effects	effect	NOUN
ajee-6041	55	22	in	in	ADP
ajee-6041	55	23	the	the	DET
ajee-6041	55	24	dry	dry	ADJ
ajee-6041	55	25	season	season	NOUN
ajee-6041	55	26	(	(	PUNCT
ajee-6041	55	27	akanda	akanda	NOUN
ajee-6041	55	28	et	et	PROPN
ajee-6041	55	29	al	al	PROPN
ajee-6041	55	30	.	.	PROPN
ajee-6041	55	31	,	,	PUNCT
ajee-6041	55	32	2025	2025	NUM
ajee-6041	55	33	;	;	PUNCT
ajee-6041	55	34	akinbile	akinbile	NOUN
ajee-6041	55	35	et	et	PROPN
ajee-6041	55	36	al	al	PROPN
ajee-6041	55	37	.	.	PROPN
ajee-6041	55	38	,	,	PUNCT
ajee-6041	55	39	2019	2019	NUM
ajee-6041	55	40	)	)	PUNCT
ajee-6041	55	41	.	.	PUNCT
ajee-6041	56	1	the	the	DET
ajee-6041	56	2	underlying	underlie	VERB
ajee-6041	56	3	geology	geology	NOUN
ajee-6041	56	4	consists	consist	VERB
ajee-6041	56	5	mainly	mainly	ADV
ajee-6041	56	6	of	of	ADP
ajee-6041	56	7	precambrian	precambrian	PROPN
ajee-6041	56	8	basement	basement	PROPN
ajee-6041	56	9	complex	complex	ADJ
ajee-6041	56	10	rocks	rock	NOUN
ajee-6041	56	11	,	,	PUNCT
ajee-6041	56	12	including	include	VERB
ajee-6041	56	13	granites	granite	NOUN
ajee-6041	56	14	,	,	PUNCT
ajee-6041	56	15	gneisses	gneiss	NOUN
ajee-6041	56	16	,	,	PUNCT
ajee-6041	56	17	and	and	CCONJ
ajee-6041	56	18	schists	schist	NOUN
ajee-6041	56	19	,	,	PUNCT
ajee-6041	56	20	overlain	overlain	NOUN
ajee-6041	56	21	in	in	ADP
ajee-6041	56	22	some	some	DET
ajee-6041	56	23	parts	part	NOUN
ajee-6041	56	24	by	by	ADP
ajee-6041	56	25	sedimentary	sedimentary	ADJ
ajee-6041	56	26	formations	formation	NOUN
ajee-6041	56	27	of	of	ADP
ajee-6041	56	28	the	the	DET
ajee-6041	56	29	dahomey	dahomey	ADJ
ajee-6041	56	30	basin	basin	NOUN
ajee-6041	56	31	.	.	PUNCT
ajee-6041	57	1	these	these	DET
ajee-6041	57	2	lithologies	lithology	NOUN
ajee-6041	57	3	influence	influence	VERB
ajee-6041	57	4	ionic	ionic	ADJ
ajee-6041	57	5	composition	composition	NOUN
ajee-6041	57	6	through	through	ADP
ajee-6041	57	7	carbonate	carbonate	NOUN
ajee-6041	57	8	and	and	CCONJ
ajee-6041	57	9	silicate	silicate	NOUN
ajee-6041	57	10	weathering	weathering	NOUN
ajee-6041	57	11	(	(	PUNCT
ajee-6041	57	12	yidana	yidana	PROPN
ajee-6041	57	13	et	et	PROPN
ajee-6041	57	14	al	al	PROPN
ajee-6041	57	15	.	.	PROPN
ajee-6041	57	16	,	,	PUNCT
ajee-6041	57	17	2020	2020	NUM
ajee-6041	57	18	)	)	PUNCT
ajee-6041	57	19	.	.	PUNCT
ajee-6041	58	1	soils	soil	NOUN
ajee-6041	58	2	are	be	AUX
ajee-6041	58	3	primarily	primarily	ADV
ajee-6041	58	4	ferrallitic	ferrallitic	ADJ
ajee-6041	58	5	and	and	CCONJ
ajee-6041	58	6	sandy	sandy	ADJ
ajee-6041	58	7	loams	loam	NOUN
ajee-6041	58	8	,	,	PUNCT
ajee-6041	58	9	highly	highly	ADV
ajee-6041	58	10	prone	prone	ADJ
ajee-6041	58	11	to	to	ADP
ajee-6041	58	12	leaching	leaching	NOUN
ajee-6041	58	13	and	and	CCONJ
ajee-6041	58	14	erosion	erosion	NOUN
ajee-6041	58	15	under	under	ADP
ajee-6041	58	16	intensive	intensive	ADJ
ajee-6041	58	17	land	land	NOUN
ajee-6041	58	18	use	use	NOUN
ajee-6041	58	19	.	.	PUNCT
ajee-6041	59	1	land	land	NOUN
ajee-6041	59	2	use	use	NOUN
ajee-6041	59	3	within	within	ADP
ajee-6041	59	4	the	the	DET
ajee-6041	59	5	basins	basin	NOUN
ajee-6041	59	6	is	be	AUX
ajee-6041	59	7	mixed	mixed	ADJ
ajee-6041	59	8	and	and	CCONJ
ajee-6041	59	9	highly	highly	ADV
ajee-6041	59	10	dynamic	dynamic	ADJ
ajee-6041	59	11	.	.	PUNCT
ajee-6041	60	1	the	the	DET
ajee-6041	60	2	upper	upper	ADJ
ajee-6041	60	3	catchments	catchment	NOUN
ajee-6041	60	4	are	be	AUX
ajee-6041	60	5	dominated	dominate	VERB
ajee-6041	60	6	by	by	ADP
ajee-6041	60	7	subsistence	subsistence	NOUN
ajee-6041	60	8	and	and	CCONJ
ajee-6041	60	9	commercial	commercial	ADJ
ajee-6041	60	10	agriculture	agriculture	NOUN
ajee-6041	60	11	,	,	PUNCT
ajee-6041	60	12	with	with	ADP
ajee-6041	60	13	crops	crop	NOUN
ajee-6041	60	14	such	such	ADJ
ajee-6041	60	15	as	as	ADP
ajee-6041	60	16	maize	maize	NOUN
ajee-6041	60	17	,	,	PUNCT
ajee-6041	60	18	cassava	cassava	NOUN
ajee-6041	60	19	,	,	PUNCT
ajee-6041	60	20	and	and	CCONJ
ajee-6041	60	21	cocoa	cocoa	NOUN
ajee-6041	60	22	,	,	PUNCT
ajee-6041	60	23	as	as	ADV
ajee-6041	60	24	well	well	ADV
ajee-6041	60	25	as	as	ADP
ajee-6041	60	26	poultry	poultry	NOUN
ajee-6041	60	27	and	and	CCONJ
ajee-6041	60	28	livestock	livestock	NOUN
ajee-6041	60	29	farming	farming	NOUN
ajee-6041	60	30	.	.	PUNCT
ajee-6041	61	1	the	the	DET
ajee-6041	61	2	middle	middle	ADJ
ajee-6041	61	3	reaches	reach	NOUN
ajee-6041	61	4	are	be	AUX
ajee-6041	61	5	characterized	characterize	VERB
ajee-6041	61	6	by	by	ADP
ajee-6041	61	7	rapidly	rapidly	ADV
ajee-6041	61	8	urbanizing	urbanizing	ADJ
ajee-6041	61	9	settlements	settlement	NOUN
ajee-6041	61	10	,	,	PUNCT
ajee-6041	61	11	particularly	particularly	ADV
ajee-6041	61	12	abeokuta	abeokuta	ADJ
ajee-6041	61	13	,	,	PUNCT
ajee-6041	61	14	ibadan	ibadan	PROPN
ajee-6041	61	15	fringes	fringe	NOUN
ajee-6041	61	16	,	,	PUNCT
ajee-6041	61	17	osogbo	osogbo	ADJ
ajee-6041	61	18	,	,	PUNCT
ajee-6041	61	19	and	and	CCONJ
ajee-6041	61	20	parts	part	NOUN
ajee-6041	61	21	of	of	ADP
ajee-6041	61	22	lagos	lago	NOUN
ajee-6041	61	23	peri	peri	NOUN
ajee-6041	61	24	-	-	PUNCT
ajee-6041	61	25	urban	urban	ADJ
ajee-6041	61	26	sprawl	sprawl	NOUN
ajee-6041	61	27	.	.	PUNCT
ajee-6041	62	1	industrial	industrial	ADJ
ajee-6041	62	2	estates	estate	NOUN
ajee-6041	62	3	,	,	PUNCT
ajee-6041	62	4	including	include	VERB
ajee-6041	62	5	food	food	NOUN
ajee-6041	62	6	processing	processing	NOUN
ajee-6041	62	7	,	,	PUNCT
ajee-6041	62	8	textile	textile	NOUN
ajee-6041	62	9	,	,	PUNCT
ajee-6041	62	10	and	and	CCONJ
ajee-6041	62	11	breweries	brewery	NOUN
ajee-6041	62	12	,	,	PUNCT
ajee-6041	62	13	are	be	AUX
ajee-6041	62	14	common	common	ADJ
ajee-6041	62	15	along	along	ADP
ajee-6041	62	16	the	the	DET
ajee-6041	62	17	riverbanks	riverbank	NOUN
ajee-6041	62	18	,	,	PUNCT
ajee-6041	62	19	discharging	discharge	VERB
ajee-6041	62	20	effluents	effluent	NOUN
ajee-6041	62	21	directly	directly	ADV
ajee-6041	62	22	or	or	CCONJ
ajee-6041	62	23	indirectly	indirectly	ADV
ajee-6041	62	24	into	into	ADP
ajee-6041	62	25	the	the	DET
ajee-6041	62	26	rivers	river	NOUN
ajee-6041	62	27	.	.	PUNCT
ajee-6041	63	1	the	the	DET
ajee-6041	63	2	lower	low	ADJ
ajee-6041	63	3	catchments	catchment	NOUN
ajee-6041	63	4	feature	feature	NOUN
ajee-6041	63	5	wetlands	wetland	NOUN
ajee-6041	63	6	,	,	PUNCT
ajee-6041	63	7	floodplains	floodplain	NOUN
ajee-6041	63	8	,	,	PUNCT
ajee-6041	63	9	and	and	CCONJ
ajee-6041	63	10	aquaculture	aquaculture	NOUN
ajee-6041	63	11	ponds	pond	NOUN
ajee-6041	63	12	,	,	PUNCT
ajee-6041	63	13	while	while	SCONJ
ajee-6041	63	14	riparian	riparian	ADJ
ajee-6041	63	15	vegetation	vegetation	NOUN
ajee-6041	63	16	has	have	AUX
ajee-6041	63	17	been	be	AUX
ajee-6041	63	18	extensively	extensively	ADV
ajee-6041	63	19	cleared	clear	VERB
ajee-6041	63	20	in	in	ADP
ajee-6041	63	21	many	many	ADJ
ajee-6041	63	22	areas	area	NOUN
ajee-6041	63	23	for	for	ADP
ajee-6041	63	24	farming	farming	NOUN
ajee-6041	63	25	and	and	CCONJ
ajee-6041	63	26	settlement	settlement	NOUN
ajee-6041	63	27	expansion	expansion	NOUN
ajee-6041	63	28	.	.	PUNCT
ajee-6041	64	1	sand	sand	NOUN
ajee-6041	64	2	mining	mining	NOUN
ajee-6041	64	3	along	along	ADP
ajee-6041	64	4	the	the	DET
ajee-6041	64	5	river	river	NOUN
ajee-6041	64	6	channels	channel	NOUN
ajee-6041	64	7	further	far	ADV
ajee-6041	64	8	contributes	contribute	VERB
ajee-6041	64	9	to	to	ADP
ajee-6041	64	10	sedimentation	sedimentation	NOUN
ajee-6041	64	11	and	and	CCONJ
ajee-6041	64	12	turbidity	turbidity	NOUN
ajee-6041	64	13	(	(	PUNCT
ajee-6041	64	14	edokpayi	edokpayi	X
ajee-6041	64	15	et	et	PROPN
ajee-6041	64	16	al	al	PROPN
ajee-6041	64	17	.	.	PROPN
ajee-6041	64	18	,	,	PUNCT
ajee-6041	64	19	2019	2019	NUM
ajee-6041	64	20	)	)	PUNCT
ajee-6041	64	21	.	.	PUNCT
ajee-6041	65	1	the	the	DET
ajee-6041	65	2	combination	combination	NOUN
ajee-6041	65	3	of	of	ADP
ajee-6041	65	4	complex	complex	ADJ
ajee-6041	65	5	topography	topography	NOUN
ajee-6041	65	6	,	,	PUNCT
ajee-6041	65	7	seasonal	seasonal	ADJ
ajee-6041	65	8	rainfall	rainfall	NOUN
ajee-6041	65	9	,	,	PUNCT
ajee-6041	65	10	basement	basement	NOUN
ajee-6041	65	11	geology	geology	NOUN
ajee-6041	65	12	,	,	PUNCT
ajee-6041	65	13	and	and	CCONJ
ajee-6041	65	14	intensive	intensive	ADJ
ajee-6041	65	15	land	land	NOUN
ajee-6041	65	16	use	use	NOUN
ajee-6041	65	17	makes	make	VERB
ajee-6041	65	18	the	the	DET
ajee-6041	65	19	ogun	ogun	NOUN
ajee-6041	65	20	and	and	CCONJ
ajee-6041	65	21	oshun	oshun	NOUN
ajee-6041	65	22	rivers	river	NOUN
ajee-6041	65	23	highly	highly	ADV
ajee-6041	65	24	vulnerable	vulnerable	ADJ
ajee-6041	65	25	to	to	ADP
ajee-6041	65	26	hydrochemical	hydrochemical	ADJ
ajee-6041	65	27	alteration	alteration	NOUN
ajee-6041	65	28	.	.	PUNCT
ajee-6041	66	1	this	this	PRON
ajee-6041	66	2	necessitates	necessitate	VERB
ajee-6041	66	3	systematic	systematic	ADJ
ajee-6041	66	4	assessment	assessment	NOUN
ajee-6041	66	5	of	of	ADP
ajee-6041	66	6	their	their	PRON
ajee-6041	66	7	water	water	NOUN
ajee-6041	66	8	quality	quality	NOUN
ajee-6041	66	9	to	to	PART
ajee-6041	66	10	understand	understand	VERB
ajee-6041	66	11	both	both	PRON
ajee-6041	66	12	natural	natural	ADJ
ajee-6041	66	13	geogenic	geogenic	ADJ
ajee-6041	66	14	influences	influence	NOUN
ajee-6041	66	15	and	and	CCONJ
ajee-6041	66	16	anthropogenic	anthropogenic	ADJ
ajee-6041	66	17	pressures	pressure	NOUN
ajee-6041	66	18	shaping	shape	VERB
ajee-6041	66	19	their	their	PRON
ajee-6041	66	20	suitability	suitability	NOUN
ajee-6041	66	21	for	for	ADP
ajee-6041	66	22	domestic	domestic	ADJ
ajee-6041	66	23	and	and	CCONJ
ajee-6041	66	24	agricultural	agricultural	ADJ
ajee-6041	66	25	use	use	NOUN
ajee-6041	66	26	.	.	PUNCT
ajee-6041	67	1	sampling	sample	VERB
ajee-6041	67	2	was	be	AUX
ajee-6041	67	3	undertaken	undertake	VERB
ajee-6041	67	4	along	along	ADP
ajee-6041	67	5	multiple	multiple	ADJ
ajee-6041	67	6	sites	site	NOUN
ajee-6041	67	7	in	in	ADP
ajee-6041	67	8	both	both	DET
ajee-6041	67	9	pa	pa	PROPN
ajee-6041	67	10	ge	ge	PROPN
ajee-6041	67	11	20	20	NUM
ajee-6041	67	12	7	7	NUM
ajee-6041	67	13	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	67	14	am	am	NOUN
ajee-6041	67	15	.	.	PUNCT
ajee-6041	68	1	j.	j.	PROPN
ajee-6041	68	2	environ	environ	PROPN
ajee-6041	68	3	econ	econ	PROPN
ajee-6041	68	4	.	.	PUNCT
ajee-6041	69	1	4(1	4(1	X
ajee-6041	69	2	)	)	PUNCT
ajee-6041	70	1	205	205	NUM
ajee-6041	70	2	-	-	SYM
ajee-6041	70	3	220	220	NUM
ajee-6041	70	4	,	,	PUNCT
ajee-6041	70	5	2025	2025	NUM
ajee-6041	70	6	rivers	river	NOUN
ajee-6041	70	7	to	to	PART
ajee-6041	70	8	capture	capture	VERB
ajee-6041	70	9	spatial	spatial	ADJ
ajee-6041	70	10	variability	variability	NOUN
ajee-6041	70	11	,	,	PUNCT
ajee-6041	70	12	with	with	ADP
ajee-6041	70	13	thirteen	thirteen	NUM
ajee-6041	70	14	sites	site	NOUN
ajee-6041	70	15	distributed	distribute	VERB
ajee-6041	70	16	along	along	ADP
ajee-6041	70	17	ogun	ogun	PROPN
ajee-6041	70	18	river	river	PROPN
ajee-6041	70	19	and	and	CCONJ
ajee-6041	70	20	ten	ten	NUM
ajee-6041	70	21	along	along	ADP
ajee-6041	70	22	oshun	oshun	PROPN
ajee-6041	70	23	river	river	NOUN
ajee-6041	70	24	.	.	PUNCT
ajee-6041	71	1	sample	sample	NOUN
ajee-6041	71	2	collection	collection	NOUN
ajee-6041	71	3	and	and	CCONJ
ajee-6041	71	4	preservation	preservation	NOUN
ajee-6041	71	5	water	water	NOUN
ajee-6041	71	6	samples	sample	NOUN
ajee-6041	71	7	were	be	AUX
ajee-6041	71	8	collected	collect	VERB
ajee-6041	71	9	during	during	ADP
ajee-6041	71	10	both	both	CCONJ
ajee-6041	71	11	wet	wet	ADJ
ajee-6041	71	12	and	and	CCONJ
ajee-6041	71	13	dry	dry	ADJ
ajee-6041	71	14	figure	figure	NOUN
ajee-6041	71	15	1	1	NUM
ajee-6041	71	16	:	:	PUNCT
ajee-6041	71	17	location	location	NOUN
ajee-6041	71	18	map	map	NOUN
ajee-6041	71	19	of	of	ADP
ajee-6041	71	20	ogun	ogun	PROPN
ajee-6041	71	21	-	-	PUNCT
ajee-6041	71	22	osun	osun	PROPN
ajee-6041	71	23	river	river	PROPN
ajee-6041	71	24	basin	basin	NOUN
ajee-6041	71	25	figure	figure	NOUN
ajee-6041	71	26	2	2	NUM
ajee-6041	71	27	:	:	PUNCT
ajee-6041	71	28	geological	geological	ADJ
ajee-6041	71	29	map	map	NOUN
ajee-6041	71	30	of	of	ADP
ajee-6041	71	31	ogun	ogun	PROPN
ajee-6041	71	32	-	-	PUNCT
ajee-6041	71	33	osun	osun	PROPN
ajee-6041	71	34	river	river	PROPN
ajee-6041	71	35	basin	basin	NOUN
ajee-6041	71	36	seasons	season	NOUN
ajee-6041	71	37	to	to	PART
ajee-6041	71	38	account	account	VERB
ajee-6041	71	39	for	for	ADP
ajee-6041	71	40	seasonal	seasonal	ADJ
ajee-6041	71	41	variability	variability	NOUN
ajee-6041	71	42	.	.	PUNCT
ajee-6041	72	1	at	at	ADP
ajee-6041	72	2	each	each	DET
ajee-6041	72	3	site	site	NOUN
ajee-6041	72	4	,	,	PUNCT
ajee-6041	72	5	samples	sample	NOUN
ajee-6041	72	6	were	be	AUX
ajee-6041	72	7	taken	take	VERB
ajee-6041	72	8	from	from	ADP
ajee-6041	72	9	midstream	midstream	NOUN
ajee-6041	72	10	using	use	VERB
ajee-6041	72	11	pre	pre	ADJ
ajee-6041	72	12	-	-	VERB
ajee-6041	72	13	cleaned	clean	VERB
ajee-6041	72	14	polyethylene	polyethylene	NOUN
ajee-6041	72	15	bottles	bottle	NOUN
ajee-6041	72	16	.	.	PUNCT
ajee-6041	73	1	in	in	ADP
ajee-6041	73	2	situ	situ	ADJ
ajee-6041	73	3	measurements	measurement	NOUN
ajee-6041	73	4	of	of	ADP
ajee-6041	73	5	ph	ph	NOUN
ajee-6041	73	6	,	,	PUNCT
ajee-6041	73	7	turbidity	turbidity	NOUN
ajee-6041	73	8	,	,	PUNCT
ajee-6041	73	9	and	and	CCONJ
ajee-6041	73	10	temperature	temperature	NOUN
ajee-6041	73	11	were	be	AUX
ajee-6041	73	12	performed	perform	VERB
ajee-6041	73	13	using	use	VERB
ajee-6041	73	14	portable	portable	ADJ
ajee-6041	73	15	meters	meter	NOUN
ajee-6041	73	16	(	(	PUNCT
ajee-6041	73	17	hach	hach	NOUN
ajee-6041	73	18	hq40d	hq40d	NOUN
ajee-6041	73	19	multiparameter	multiparameter	NOUN
ajee-6041	73	20	probe	probe	NOUN
ajee-6041	73	21	)	)	PUNCT
ajee-6041	73	22	.	.	PUNCT
ajee-6041	74	1	samples	sample	NOUN
ajee-6041	74	2	for	for	ADP
ajee-6041	74	3	cation	cation	NOUN
ajee-6041	74	4	and	and	CCONJ
ajee-6041	74	5	anion	anion	NOUN
ajee-6041	74	6	analysis	analysis	NOUN
ajee-6041	74	7	were	be	AUX
ajee-6041	74	8	filtered	filter	VERB
ajee-6041	74	9	through	through	ADP
ajee-6041	74	10	0.45	0.45	NUM
ajee-6041	74	11	μm	μm	NOUN
ajee-6041	74	12	membrane	membrane	NOUN
ajee-6041	74	13	filters	filter	NOUN
ajee-6041	74	14	,	,	PUNCT
ajee-6041	74	15	preserved	preserve	VERB
ajee-6041	74	16	at	at	ADP
ajee-6041	74	17	4	4	NUM
ajee-6041	74	18	°	°	NOUN
ajee-6041	74	19	c	c	NOUN
ajee-6041	74	20	,	,	PUNCT
ajee-6041	74	21	and	and	CCONJ
ajee-6041	74	22	transported	transport	VERB
ajee-6041	74	23	to	to	ADP
ajee-6041	74	24	the	the	DET
ajee-6041	74	25	laboratory	laboratory	NOUN
ajee-6041	74	26	for	for	ADP
ajee-6041	74	27	analysis	analysis	NOUN
ajee-6041	74	28	within	within	ADP
ajee-6041	74	29	48	48	NUM
ajee-6041	74	30	hours	hour	NOUN
ajee-6041	74	31	.	.	PUNCT
ajee-6041	75	1	laboratory	laboratory	NOUN
ajee-6041	75	2	analysis	analysis	NOUN
ajee-6041	75	3	standard	standard	ADJ
ajee-6041	75	4	methods	method	NOUN
ajee-6041	75	5	were	be	AUX
ajee-6041	75	6	followed	follow	VERB
ajee-6041	75	7	as	as	SCONJ
ajee-6041	75	8	outlined	outline	VERB
ajee-6041	75	9	by	by	ADP
ajee-6041	75	10	the	the	DET
ajee-6041	75	11	american	american	PROPN
ajee-6041	75	12	public	public	PROPN
ajee-6041	75	13	health	health	PROPN
ajee-6041	75	14	association	association	PROPN
ajee-6041	75	15	(	(	PUNCT
ajee-6041	75	16	apha	apha	PROPN
ajee-6041	75	17	,	,	PUNCT
ajee-6041	75	18	2017	2017	NUM
ajee-6041	75	19	)	)	PUNCT
ajee-6041	75	20	.	.	PUNCT
ajee-6041	76	1	sodium	sodium	PROPN
ajee-6041	76	2	pa	pa	PROPN
ajee-6041	76	3	ge	ge	PROPN
ajee-6041	76	4	20	20	NUM
ajee-6041	76	5	8	8	NUM
ajee-6041	76	6	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	76	7	am	am	NOUN
ajee-6041	76	8	.	.	PUNCT
ajee-6041	77	1	j.	j.	PROPN
ajee-6041	77	2	environ	environ	PROPN
ajee-6041	77	3	econ	econ	PROPN
ajee-6041	77	4	.	.	PUNCT
ajee-6041	78	1	4(1	4(1	X
ajee-6041	78	2	)	)	PUNCT
ajee-6041	79	1	205	205	NUM
ajee-6041	79	2	-	-	SYM
ajee-6041	79	3	220	220	NUM
ajee-6041	79	4	,	,	PUNCT
ajee-6041	79	5	2025	2025	NUM
ajee-6041	79	6	(	(	PUNCT
ajee-6041	79	7	na⁺	na⁺	NOUN
ajee-6041	79	8	)	)	PUNCT
ajee-6041	79	9	,	,	PUNCT
ajee-6041	79	10	calcium	calcium	NOUN
ajee-6041	79	11	(	(	PUNCT
ajee-6041	79	12	ca²⁺	ca²⁺	NOUN
ajee-6041	79	13	)	)	PUNCT
ajee-6041	79	14	,	,	PUNCT
ajee-6041	79	15	magnesium	magnesium	NOUN
ajee-6041	79	16	(	(	PUNCT
ajee-6041	79	17	mg²⁺	mg²⁺	NOUN
ajee-6041	79	18	)	)	PUNCT
ajee-6041	79	19	,	,	PUNCT
ajee-6041	79	20	potassium	potassium	NOUN
ajee-6041	79	21	(	(	PUNCT
ajee-6041	79	22	k⁺	k⁺	PROPN
ajee-6041	79	23	)	)	PUNCT
ajee-6041	79	24	,	,	PUNCT
ajee-6041	79	25	chloride	chloride	NOUN
ajee-6041	79	26	(	(	PUNCT
ajee-6041	79	27	cl⁻	cl⁻	NOUN
ajee-6041	79	28	)	)	PUNCT
ajee-6041	79	29	,	,	PUNCT
ajee-6041	79	30	sulphate	sulphate	NOUN
ajee-6041	79	31	(	(	PUNCT
ajee-6041	79	32	so₄²⁻	so₄²⁻	NOUN
ajee-6041	79	33	)	)	PUNCT
ajee-6041	79	34	,	,	PUNCT
ajee-6041	79	35	and	and	CCONJ
ajee-6041	79	36	phosphate	phosphate	VERB
ajee-6041	79	37	(	(	PUNCT
ajee-6041	79	38	po₄³⁻	po₄³⁻	NOUN
ajee-6041	79	39	)	)	PUNCT
ajee-6041	79	40	were	be	AUX
ajee-6041	79	41	determined	determine	VERB
ajee-6041	79	42	using	use	VERB
ajee-6041	79	43	ion	ion	NOUN
ajee-6041	79	44	chromatography	chromatography	NOUN
ajee-6041	79	45	(	(	PUNCT
ajee-6041	79	46	dionex	dionex	ADJ
ajee-6041	79	47	ics1100	ics1100	NOUN
ajee-6041	79	48	)	)	PUNCT
ajee-6041	79	49	and	and	CCONJ
ajee-6041	79	50	spectrophotometry	spectrophotometry	NOUN
ajee-6041	79	51	(	(	PUNCT
ajee-6041	79	52	hach	hach	NOUN
ajee-6041	79	53	dr6000	dr6000	PROPN
ajee-6041	79	54	uv	uv	NOUN
ajee-6041	79	55	-	-	PUNCT
ajee-6041	79	56	vis	vis	X
ajee-6041	79	57	spectrophotometer	spectrophotometer	NOUN
ajee-6041	79	58	)	)	PUNCT
ajee-6041	79	59	.	.	PUNCT
ajee-6041	80	1	iron	iron	NOUN
ajee-6041	80	2	(	(	PUNCT
ajee-6041	80	3	fe²⁺	fe²⁺	PROPN
ajee-6041	80	4	)	)	PUNCT
ajee-6041	80	5	was	be	AUX
ajee-6041	80	6	measured	measure	VERB
ajee-6041	80	7	by	by	ADP
ajee-6041	80	8	atomic	atomic	ADJ
ajee-6041	80	9	absorption	absorption	NOUN
ajee-6041	80	10	spectrophotometry	spectrophotometry	NOUN
ajee-6041	80	11	(	(	PUNCT
ajee-6041	80	12	aas	aas	PROPN
ajee-6041	80	13	,	,	PUNCT
ajee-6041	80	14	perkinelmer	perkinelmer	NOUN
ajee-6041	80	15	analyst	analyst	NOUN
ajee-6041	80	16	400	400	NUM
ajee-6041	80	17	)	)	PUNCT
ajee-6041	80	18	.	.	PUNCT
ajee-6041	81	1	total	total	ADJ
ajee-6041	81	2	dissolved	dissolve	VERB
ajee-6041	81	3	solids	solid	NOUN
ajee-6041	81	4	(	(	PUNCT
ajee-6041	81	5	tds	tds	PROPN
ajee-6041	81	6	)	)	PUNCT
ajee-6041	81	7	and	and	CCONJ
ajee-6041	81	8	hardness	hardness	NOUN
ajee-6041	81	9	were	be	AUX
ajee-6041	81	10	measured	measure	VERB
ajee-6041	81	11	gravimetrically	gravimetrically	ADV
ajee-6041	81	12	and	and	CCONJ
ajee-6041	81	13	by	by	ADP
ajee-6041	81	14	edta	edta	NOUN
ajee-6041	81	15	titrimetric	titrimetric	ADJ
ajee-6041	81	16	methods	method	NOUN
ajee-6041	81	17	respectively	respectively	ADV
ajee-6041	81	18	.	.	PUNCT
ajee-6041	82	1	all	all	DET
ajee-6041	82	2	analytical	analytical	ADJ
ajee-6041	82	3	procedures	procedure	NOUN
ajee-6041	82	4	were	be	AUX
ajee-6041	82	5	performed	perform	VERB
ajee-6041	82	6	in	in	ADP
ajee-6041	82	7	triplicate	triplicate	NOUN
ajee-6041	82	8	,	,	PUNCT
ajee-6041	82	9	and	and	CCONJ
ajee-6041	82	10	quality	quality	NOUN
ajee-6041	82	11	assurance	assurance	NOUN
ajee-6041	82	12	was	be	AUX
ajee-6041	82	13	ensured	ensure	VERB
ajee-6041	82	14	by	by	ADP
ajee-6041	82	15	using	use	VERB
ajee-6041	82	16	blanks	blank	NOUN
ajee-6041	82	17	,	,	PUNCT
ajee-6041	82	18	standards	standard	NOUN
ajee-6041	82	19	,	,	PUNCT
ajee-6041	82	20	and	and	CCONJ
ajee-6041	82	21	duplicate	duplicate	ADJ
ajee-6041	82	22	samples	sample	NOUN
ajee-6041	82	23	.	.	PUNCT
ajee-6041	83	1	data	datum	NOUN
ajee-6041	83	2	processing	processing	NOUN
ajee-6041	83	3	and	and	CCONJ
ajee-6041	83	4	descriptive	descriptive	ADJ
ajee-6041	83	5	statistics	statistic	NOUN
ajee-6041	83	6	data	datum	NOUN
ajee-6041	83	7	were	be	AUX
ajee-6041	83	8	subjected	subject	VERB
ajee-6041	83	9	to	to	ADP
ajee-6041	83	10	descriptive	descriptive	ADJ
ajee-6041	83	11	statistical	statistical	ADJ
ajee-6041	83	12	analysis	analysis	NOUN
ajee-6041	83	13	to	to	PART
ajee-6041	83	14	determine	determine	VERB
ajee-6041	83	15	minimum	minimum	ADJ
ajee-6041	83	16	,	,	PUNCT
ajee-6041	83	17	maximum	maximum	ADJ
ajee-6041	83	18	,	,	PUNCT
ajee-6041	83	19	mean	mean	ADJ
ajee-6041	83	20	,	,	PUNCT
ajee-6041	83	21	and	and	CCONJ
ajee-6041	83	22	standard	standard	ADJ
ajee-6041	83	23	deviation	deviation	NOUN
ajee-6041	83	24	values	value	NOUN
ajee-6041	83	25	.	.	PUNCT
ajee-6041	84	1	compliance	compliance	NOUN
ajee-6041	84	2	with	with	ADP
ajee-6041	84	3	world	world	NOUN
ajee-6041	84	4	health	health	NOUN
ajee-6041	84	5	organization	organization	NOUN
ajee-6041	84	6	(	(	PUNCT
ajee-6041	84	7	who	who	PRON
ajee-6041	84	8	,	,	PUNCT
ajee-6041	84	9	2017	2017	NUM
ajee-6041	84	10	)	)	PUNCT
ajee-6041	84	11	,	,	PUNCT
ajee-6041	84	12	nigerian	nigerian	ADJ
ajee-6041	84	13	standards	standard	NOUN
ajee-6041	84	14	for	for	ADP
ajee-6041	84	15	drinking	drink	VERB
ajee-6041	84	16	water	water	NOUN
ajee-6041	84	17	quality	quality	NOUN
ajee-6041	84	18	(	(	PUNCT
ajee-6041	84	19	nsdwq	nsdwq	NOUN
ajee-6041	84	20	,	,	PUNCT
ajee-6041	84	21	2007	2007	NUM
ajee-6041	84	22	)	)	PUNCT
ajee-6041	84	23	,	,	PUNCT
ajee-6041	84	24	and	and	CCONJ
ajee-6041	84	25	other	other	ADJ
ajee-6041	84	26	international	international	ADJ
ajee-6041	84	27	guidelines	guideline	NOUN
ajee-6041	84	28	was	be	AUX
ajee-6041	84	29	assessed	assess	VERB
ajee-6041	84	30	.	.	PUNCT
ajee-6041	85	1	compliance	compliance	NOUN
ajee-6041	85	2	analysis	analysis	NOUN
ajee-6041	85	3	was	be	AUX
ajee-6041	85	4	expressed	express	VERB
ajee-6041	85	5	as	as	ADP
ajee-6041	85	6	the	the	DET
ajee-6041	85	7	percentage	percentage	NOUN
ajee-6041	85	8	of	of	ADP
ajee-6041	85	9	samples	sample	NOUN
ajee-6041	85	10	exceeding	exceed	VERB
ajee-6041	85	11	recommended	recommend	VERB
ajee-6041	85	12	limits	limit	NOUN
ajee-6041	85	13	for	for	ADP
ajee-6041	85	14	each	each	DET
ajee-6041	85	15	parameter	parameter	NOUN
ajee-6041	85	16	.	.	PUNCT
ajee-6041	86	1	these	these	DET
ajee-6041	86	2	analyses	analysis	NOUN
ajee-6041	86	3	were	be	AUX
ajee-6041	86	4	performed	perform	VERB
ajee-6041	86	5	using	use	VERB
ajee-6041	86	6	spss	spss	PROPN
ajee-6041	86	7	version	version	NOUN
ajee-6041	86	8	25.0	25.0	NUM
ajee-6041	86	9	(	(	PUNCT
ajee-6041	86	10	ibm	ibm	PROPN
ajee-6041	86	11	corp	corp	PROPN
ajee-6041	86	12	.	.	PROPN
ajee-6041	86	13	,	,	PUNCT
ajee-6041	86	14	armonk	armonk	PROPN
ajee-6041	86	15	,	,	PUNCT
ajee-6041	86	16	usa	usa	PROPN
ajee-6041	86	17	)	)	PUNCT
ajee-6041	86	18	.	.	PUNCT
ajee-6041	87	1	hydrochemical	hydrochemical	ADJ
ajee-6041	87	2	ratios	ratio	NOUN
ajee-6041	87	3	and	and	CCONJ
ajee-6041	87	4	irrigation	irrigation	NOUN
ajee-6041	87	5	indices	index	NOUN
ajee-6041	87	6	hydrochemical	hydrochemical	ADJ
ajee-6041	87	7	ratios	ratio	NOUN
ajee-6041	87	8	including	include	VERB
ajee-6041	87	9	na⁺/cl⁻	na⁺/cl⁻	PROPN
ajee-6041	87	10	,	,	PUNCT
ajee-6041	87	11	ca²⁺/mg²⁺	ca²⁺/mg²⁺	NUM
ajee-6041	87	12	,	,	PUNCT
ajee-6041	87	13	na⁺/ca²⁺	na⁺/ca²⁺	PROPN
ajee-6041	87	14	,	,	PUNCT
ajee-6041	87	15	na⁺/(na⁺+ca²⁺	na⁺/(na⁺+ca²⁺	NOUN
ajee-6041	87	16	)	)	PUNCT
ajee-6041	87	17	,	,	PUNCT
ajee-6041	87	18	and	and	CCONJ
ajee-6041	87	19	mg²⁺/ca²⁺	mg²⁺/ca²⁺	PROPN
ajee-6041	87	20	were	be	AUX
ajee-6041	87	21	calculated	calculate	VERB
ajee-6041	87	22	to	to	PART
ajee-6041	87	23	evaluate	evaluate	VERB
ajee-6041	87	24	geochemical	geochemical	ADJ
ajee-6041	87	25	processes	process	NOUN
ajee-6041	87	26	such	such	ADJ
ajee-6041	87	27	as	as	ADP
ajee-6041	87	28	carbonate	carbonate	NOUN
ajee-6041	87	29	weathering	weathering	NOUN
ajee-6041	87	30	,	,	PUNCT
ajee-6041	87	31	ion	ion	NOUN
ajee-6041	87	32	exchange	exchange	NOUN
ajee-6041	87	33	,	,	PUNCT
ajee-6041	87	34	and	and	CCONJ
ajee-6041	87	35	anthropogenic	anthropogenic	ADJ
ajee-6041	87	36	enrichment	enrichment	NOUN
ajee-6041	87	37	.	.	PUNCT
ajee-6041	88	1	irrigation	irrigation	NOUN
ajee-6041	88	2	suitability	suitability	NOUN
ajee-6041	88	3	was	be	AUX
ajee-6041	88	4	assessed	assess	VERB
ajee-6041	88	5	using	use	VERB
ajee-6041	88	6	sodium	sodium	NOUN
ajee-6041	88	7	adsorption	adsorption	NOUN
ajee-6041	88	8	ratio	ratio	NOUN
ajee-6041	88	9	(	(	PUNCT
ajee-6041	88	10	sar	sar	PROPN
ajee-6041	88	11	)	)	PUNCT
ajee-6041	88	12	,	,	PUNCT
ajee-6041	88	13	residual	residual	ADJ
ajee-6041	88	14	sodium	sodium	NOUN
ajee-6041	88	15	carbonate	carbonate	NOUN
ajee-6041	88	16	(	(	PUNCT
ajee-6041	88	17	rsc	rsc	PROPN
ajee-6041	88	18	)	)	PUNCT
ajee-6041	88	19	,	,	PUNCT
ajee-6041	88	20	and	and	CCONJ
ajee-6041	88	21	kelly	kelly	PROPN
ajee-6041	88	22	’s	’s	PART
ajee-6041	88	23	ratio	ratio	NOUN
ajee-6041	88	24	,	,	PUNCT
ajee-6041	88	25	following	follow	VERB
ajee-6041	88	26	the	the	DET
ajee-6041	88	27	methodology	methodology	NOUN
ajee-6041	88	28	of	of	ADP
ajee-6041	88	29	richards	richard	NOUN
ajee-6041	88	30	(	(	PUNCT
ajee-6041	88	31	1954	1954	NUM
ajee-6041	88	32	)	)	PUNCT
ajee-6041	88	33	and	and	CCONJ
ajee-6041	88	34	ayers	ayers	PROPN
ajee-6041	88	35	&	&	CCONJ
ajee-6041	88	36	westcot	westcot	PROPN
ajee-6041	88	37	(	(	PUNCT
ajee-6041	88	38	1985	1985	NUM
ajee-6041	88	39	)	)	PUNCT
ajee-6041	88	40	.	.	PUNCT
ajee-6041	89	1	these	these	DET
ajee-6041	89	2	indices	index	NOUN
ajee-6041	89	3	provide	provide	VERB
ajee-6041	89	4	insight	insight	NOUN
ajee-6041	89	5	into	into	ADP
ajee-6041	89	6	potential	potential	ADJ
ajee-6041	89	7	impacts	impact	NOUN
ajee-6041	89	8	on	on	ADP
ajee-6041	89	9	soil	soil	NOUN
ajee-6041	89	10	permeability	permeability	NOUN
ajee-6041	89	11	and	and	CCONJ
ajee-6041	89	12	agricultural	agricultural	ADJ
ajee-6041	89	13	sustainability	sustainability	NOUN
ajee-6041	89	14	.	.	PUNCT
ajee-6041	90	1	calculations	calculation	NOUN
ajee-6041	90	2	were	be	AUX
ajee-6041	90	3	carried	carry	VERB
ajee-6041	90	4	out	out	ADP
ajee-6041	90	5	in	in	ADP
ajee-6041	90	6	microsoft	microsoft	PROPN
ajee-6041	90	7	excel	excel	VERB
ajee-6041	90	8	2019	2019	NUM
ajee-6041	90	9	.	.	PUNCT
ajee-6041	91	1	trend	trend	NOUN
ajee-6041	91	2	analysis	analysis	NOUN
ajee-6041	91	3	temporal	temporal	ADJ
ajee-6041	91	4	(	(	PUNCT
ajee-6041	91	5	seasonal	seasonal	ADJ
ajee-6041	91	6	)	)	PUNCT
ajee-6041	91	7	variations	variation	NOUN
ajee-6041	91	8	were	be	AUX
ajee-6041	91	9	examined	examine	VERB
ajee-6041	91	10	using	use	VERB
ajee-6041	91	11	the	the	DET
ajee-6041	91	12	mann	mann	PROPN
ajee-6041	91	13	–	–	PUNCT
ajee-6041	91	14	whitney	whitney	PROPN
ajee-6041	91	15	u	u	PROPN
ajee-6041	91	16	test	test	NOUN
ajee-6041	91	17	to	to	PART
ajee-6041	91	18	evaluate	evaluate	VERB
ajee-6041	91	19	differences	difference	NOUN
ajee-6041	91	20	between	between	ADP
ajee-6041	91	21	wet	wet	ADJ
ajee-6041	91	22	and	and	CCONJ
ajee-6041	91	23	dry	dry	ADJ
ajee-6041	91	24	season	season	NOUN
ajee-6041	91	25	data	datum	NOUN
ajee-6041	91	26	.	.	PUNCT
ajee-6041	92	1	spatial	spatial	ADJ
ajee-6041	92	2	(	(	PUNCT
ajee-6041	92	3	downstream	downstream	ADJ
ajee-6041	92	4	)	)	PUNCT
ajee-6041	92	5	trends	trend	NOUN
ajee-6041	92	6	were	be	AUX
ajee-6041	92	7	analyzed	analyze	VERB
ajee-6041	92	8	by	by	ADP
ajee-6041	92	9	plotting	plot	VERB
ajee-6041	92	10	parameter	parameter	NOUN
ajee-6041	92	11	concentrations	concentration	NOUN
ajee-6041	92	12	against	against	ADP
ajee-6041	92	13	site	site	NOUN
ajee-6041	92	14	codes	code	NOUN
ajee-6041	92	15	arranged	arrange	VERB
ajee-6041	92	16	longitudinally	longitudinally	ADV
ajee-6041	92	17	along	along	ADP
ajee-6041	92	18	the	the	DET
ajee-6041	92	19	river	river	NOUN
ajee-6041	92	20	courses	course	NOUN
ajee-6041	92	21	.	.	PUNCT
ajee-6041	93	1	both	both	DET
ajee-6041	93	2	analyses	analysis	NOUN
ajee-6041	93	3	were	be	AUX
ajee-6041	93	4	performed	perform	VERB
ajee-6041	93	5	in	in	ADP
ajee-6041	93	6	spss	spss	PROPN
ajee-6041	93	7	25.0	25.0	NUM
ajee-6041	93	8	and	and	CCONJ
ajee-6041	93	9	originpro	originpro	ADJ
ajee-6041	93	10	.	.	PUNCT
ajee-6041	94	1	multivariate	multivariate	NOUN
ajee-6041	94	2	and	and	CCONJ
ajee-6041	94	3	predictive	predictive	ADJ
ajee-6041	94	4	modelling	modelling	NOUN
ajee-6041	94	5	multiple	multiple	ADJ
ajee-6041	94	6	linear	linear	ADJ
ajee-6041	94	7	regression	regression	NOUN
ajee-6041	94	8	(	(	PUNCT
ajee-6041	94	9	mlr	mlr	NOUN
ajee-6041	94	10	)	)	PUNCT
ajee-6041	94	11	models	model	NOUN
ajee-6041	94	12	were	be	AUX
ajee-6041	94	13	developed	develop	VERB
ajee-6041	94	14	to	to	PART
ajee-6041	94	15	explore	explore	VERB
ajee-6041	94	16	relationships	relationship	NOUN
ajee-6041	94	17	between	between	ADP
ajee-6041	94	18	predictor	predictor	NOUN
ajee-6041	94	19	variables	variable	NOUN
ajee-6041	94	20	(	(	PUNCT
ajee-6041	94	21	na⁺	na⁺	NOUN
ajee-6041	94	22	,	,	PUNCT
ajee-6041	94	23	ca²⁺	ca²⁺	PROPN
ajee-6041	94	24	,	,	PUNCT
ajee-6041	94	25	mg²⁺	mg²⁺	NOUN
ajee-6041	94	26	,	,	PUNCT
ajee-6041	94	27	k⁺	k⁺	PROPN
ajee-6041	94	28	,	,	PUNCT
ajee-6041	94	29	cl⁻	cl⁻	NOUN
ajee-6041	94	30	,	,	PUNCT
ajee-6041	94	31	so₄²⁻	so₄²⁻	NOUN
ajee-6041	94	32	,	,	PUNCT
ajee-6041	94	33	and	and	CCONJ
ajee-6041	94	34	hardness	hardness	NOUN
ajee-6041	94	35	)	)	PUNCT
ajee-6041	94	36	and	and	CCONJ
ajee-6041	94	37	target	target	NOUN
ajee-6041	94	38	parameters	parameter	NOUN
ajee-6041	94	39	(	(	PUNCT
ajee-6041	94	40	po₄³⁻	po₄³⁻	NOUN
ajee-6041	94	41	,	,	PUNCT
ajee-6041	94	42	turbidity	turbidity	NOUN
ajee-6041	94	43	,	,	PUNCT
ajee-6041	94	44	tds	tds	PROPN
ajee-6041	94	45	)	)	PUNCT
ajee-6041	94	46	.	.	PUNCT
ajee-6041	95	1	nonlinear	nonlinear	ADJ
ajee-6041	95	2	regression	regression	NOUN
ajee-6041	95	3	was	be	AUX
ajee-6041	95	4	evaluated	evaluate	VERB
ajee-6041	95	5	using	use	VERB
ajee-6041	95	6	second	second	ADJ
ajee-6041	95	7	-	-	PUNCT
ajee-6041	95	8	order	order	NOUN
ajee-6041	95	9	polynomial	polynomial	ADJ
ajee-6041	95	10	models	model	NOUN
ajee-6041	95	11	,	,	PUNCT
ajee-6041	95	12	while	while	SCONJ
ajee-6041	95	13	machine	machine	NOUN
ajee-6041	95	14	learning	learning	NOUN
ajee-6041	95	15	-	-	PUNCT
ajee-6041	95	16	based	base	VERB
ajee-6041	95	17	decision	decision	NOUN
ajee-6041	95	18	tree	tree	NOUN
ajee-6041	95	19	regression	regression	NOUN
ajee-6041	95	20	(	(	PUNCT
ajee-6041	95	21	dtr	dtr	NOUN
ajee-6041	95	22	)	)	PUNCT
ajee-6041	95	23	was	be	AUX
ajee-6041	95	24	employed	employ	VERB
ajee-6041	95	25	to	to	PART
ajee-6041	95	26	capture	capture	VERB
ajee-6041	95	27	complex	complex	ADJ
ajee-6041	95	28	,	,	PUNCT
ajee-6041	95	29	nonlinear	nonlinear	ADJ
ajee-6041	95	30	interactions	interaction	NOUN
ajee-6041	95	31	.	.	PUNCT
ajee-6041	96	1	model	model	NOUN
ajee-6041	96	2	performance	performance	NOUN
ajee-6041	96	3	was	be	AUX
ajee-6041	96	4	assessed	assess	VERB
ajee-6041	96	5	using	use	VERB
ajee-6041	96	6	the	the	DET
ajee-6041	96	7	coefficient	coefficient	NOUN
ajee-6041	96	8	of	of	ADP
ajee-6041	96	9	determination	determination	NOUN
ajee-6041	96	10	(	(	PUNCT
ajee-6041	96	11	r²	r²	PROPN
ajee-6041	96	12	)	)	PUNCT
ajee-6041	96	13	,	,	PUNCT
ajee-6041	96	14	root	root	NOUN
ajee-6041	96	15	mean	mean	VERB
ajee-6041	96	16	square	square	ADJ
ajee-6041	96	17	error	error	NOUN
ajee-6041	96	18	(	(	PUNCT
ajee-6041	96	19	rmse	rmse	NOUN
ajee-6041	96	20	)	)	PUNCT
ajee-6041	96	21	,	,	PUNCT
ajee-6041	96	22	and	and	CCONJ
ajee-6041	96	23	mean	mean	VERB
ajee-6041	96	24	absolute	absolute	ADJ
ajee-6041	96	25	error	error	NOUN
ajee-6041	96	26	(	(	PUNCT
ajee-6041	96	27	mae	mae	PROPN
ajee-6041	96	28	)	)	PUNCT
ajee-6041	96	29	.	.	PUNCT
ajee-6041	97	1	predictive	predictive	ADJ
ajee-6041	97	2	modelling	modelling	NOUN
ajee-6041	97	3	was	be	AUX
ajee-6041	97	4	carried	carry	VERB
ajee-6041	97	5	out	out	ADP
ajee-6041	97	6	in	in	ADP
ajee-6041	97	7	r	r	NOUN
ajee-6041	97	8	statistical	statistical	ADJ
ajee-6041	97	9	software	software	NOUN
ajee-6041	97	10	version	version	NOUN
ajee-6041	97	11	4.1.2	4.1.2	NUM
ajee-6041	97	12	using	use	VERB
ajee-6041	97	13	the	the	DET
ajee-6041	97	14	caret	caret	NOUN
ajee-6041	97	15	and	and	CCONJ
ajee-6041	97	16	rpart	rpart	NOUN
ajee-6041	97	17	packages	package	NOUN
ajee-6041	97	18	.	.	PUNCT
ajee-6041	98	1	visualization	visualization	NOUN
ajee-6041	98	2	and	and	CCONJ
ajee-6041	98	3	geochemical	geochemical	ADJ
ajee-6041	98	4	plots	plot	NOUN
ajee-6041	98	5	hydrochemical	hydrochemical	ADJ
ajee-6041	98	6	data	datum	NOUN
ajee-6041	98	7	were	be	AUX
ajee-6041	98	8	visualized	visualize	VERB
ajee-6041	98	9	through	through	ADP
ajee-6041	98	10	scatter	scatter	NOUN
ajee-6041	98	11	plots	plot	NOUN
ajee-6041	98	12	,	,	PUNCT
ajee-6041	98	13	compliance	compliance	NOUN
ajee-6041	98	14	exceedance	exceedance	NOUN
ajee-6041	98	15	charts	chart	NOUN
ajee-6041	98	16	,	,	PUNCT
ajee-6041	98	17	and	and	CCONJ
ajee-6041	98	18	downstream	downstream	ADJ
ajee-6041	98	19	trend	trend	NOUN
ajee-6041	98	20	graphs	graph	NOUN
ajee-6041	98	21	prepared	prepare	VERB
ajee-6041	98	22	in	in	ADP
ajee-6041	98	23	originpro	originpro	ADJ
ajee-6041	98	24	2021	2021	NUM
ajee-6041	98	25	.	.	PUNCT
ajee-6041	99	1	hydrochemical	hydrochemical	ADJ
ajee-6041	99	2	ratios	ratio	NOUN
ajee-6041	99	3	were	be	AUX
ajee-6041	99	4	further	far	ADV
ajee-6041	99	5	interpreted	interpret	VERB
ajee-6041	99	6	using	use	VERB
ajee-6041	99	7	modified	modify	VERB
ajee-6041	99	8	scatter	scatter	NOUN
ajee-6041	99	9	plots	plot	NOUN
ajee-6041	99	10	.	.	PUNCT
ajee-6041	100	1	geochemical	geochemical	ADJ
ajee-6041	100	2	classification	classification	NOUN
ajee-6041	100	3	was	be	AUX
ajee-6041	100	4	supplemented	supplement	VERB
ajee-6041	100	5	by	by	ADP
ajee-6041	100	6	piper	piper	NOUN
ajee-6041	100	7	and	and	CCONJ
ajee-6041	100	8	gibbs	gibbs	PROPN
ajee-6041	100	9	diagrams	diagram	NOUN
ajee-6041	100	10	generated	generate	VERB
ajee-6041	100	11	using	use	VERB
ajee-6041	100	12	aqqa	aqqa	NOUN
ajee-6041	100	13	(	(	PUNCT
ajee-6041	100	14	rockware	rockware	PROPN
ajee-6041	100	15	inc	inc	PROPN
ajee-6041	100	16	.	.	PROPN
ajee-6041	100	17	)	)	PUNCT
ajee-6041	101	1	and	and	CCONJ
ajee-6041	101	2	gw_chart	gw_chart	NOUN
ajee-6041	101	3	(	(	PUNCT
ajee-6041	101	4	u.s	u.s	PROPN
ajee-6041	101	5	.	.	PROPN
ajee-6041	101	6	geological	geological	ADJ
ajee-6041	101	7	survey	survey	NOUN
ajee-6041	101	8	software	software	NOUN
ajee-6041	101	9	)	)	PUNCT
ajee-6041	101	10	.	.	PUNCT
ajee-6041	102	1	these	these	DET
ajee-6041	102	2	visualizations	visualization	NOUN
ajee-6041	102	3	provided	provide	VERB
ajee-6041	102	4	insights	insight	NOUN
ajee-6041	102	5	into	into	ADP
ajee-6041	102	6	controlling	control	VERB
ajee-6041	102	7	processes	process	NOUN
ajee-6041	102	8	(	(	PUNCT
ajee-6041	102	9	e.g.	e.g.	ADV
ajee-6041	102	10	,	,	PUNCT
ajee-6041	102	11	rock	rock	NOUN
ajee-6041	102	12	weathering	weathering	NOUN
ajee-6041	102	13	,	,	PUNCT
ajee-6041	102	14	evaporation	evaporation	NOUN
ajee-6041	102	15	,	,	PUNCT
ajee-6041	102	16	anthropogenic	anthropogenic	ADJ
ajee-6041	102	17	input	input	NOUN
ajee-6041	102	18	)	)	PUNCT
ajee-6041	102	19	and	and	CCONJ
ajee-6041	102	20	water	water	NOUN
ajee-6041	102	21	facies	facie	NOUN
ajee-6041	102	22	.	.	PUNCT
ajee-6041	103	1	quality	quality	NOUN
ajee-6041	103	2	control	control	NOUN
ajee-6041	103	3	all	all	DET
ajee-6041	103	4	analyses	analysis	NOUN
ajee-6041	103	5	were	be	AUX
ajee-6041	103	6	performed	perform	VERB
ajee-6041	103	7	in	in	ADP
ajee-6041	103	8	line	line	NOUN
ajee-6041	103	9	with	with	ADP
ajee-6041	103	10	international	international	ADJ
ajee-6041	103	11	quality	quality	NOUN
ajee-6041	103	12	assurance	assurance	NOUN
ajee-6041	103	13	protocols	protocol	NOUN
ajee-6041	103	14	.	.	PUNCT
ajee-6041	104	1	instrument	instrument	NOUN
ajee-6041	104	2	calibration	calibration	NOUN
ajee-6041	104	3	was	be	AUX
ajee-6041	104	4	conducted	conduct	VERB
ajee-6041	104	5	daily	daily	ADV
ajee-6041	104	6	,	,	PUNCT
ajee-6041	104	7	and	and	CCONJ
ajee-6041	104	8	analytical	analytical	ADJ
ajee-6041	104	9	accuracy	accuracy	NOUN
ajee-6041	104	10	was	be	AUX
ajee-6041	104	11	cross	cross	ADJ
ajee-6041	104	12	-	-	ADJ
ajee-6041	104	13	checked	check	VERB
ajee-6041	104	14	using	use	VERB
ajee-6041	104	15	certified	certify	VERB
ajee-6041	104	16	reference	reference	NOUN
ajee-6041	104	17	standards	standard	NOUN
ajee-6041	104	18	.	.	PUNCT
ajee-6041	105	1	charge	charge	NOUN
ajee-6041	105	2	balance	balance	NOUN
ajee-6041	105	3	errors	error	NOUN
ajee-6041	105	4	were	be	AUX
ajee-6041	105	5	calculated	calculate	VERB
ajee-6041	105	6	to	to	PART
ajee-6041	105	7	validate	validate	VERB
ajee-6041	105	8	ionic	ionic	ADJ
ajee-6041	105	9	balance	balance	NOUN
ajee-6041	105	10	,	,	PUNCT
ajee-6041	105	11	with	with	ADP
ajee-6041	105	12	samples	sample	NOUN
ajee-6041	105	13	exceeding	exceed	VERB
ajee-6041	105	14	±5	±5	NOUN
ajee-6041	105	15	%	%	NOUN
ajee-6041	105	16	excluded	exclude	VERB
ajee-6041	105	17	from	from	ADP
ajee-6041	105	18	hydrochemical	hydrochemical	ADJ
ajee-6041	105	19	ratio	ratio	NOUN
ajee-6041	105	20	and	and	CCONJ
ajee-6041	105	21	facies	facie	NOUN
ajee-6041	105	22	interpretation	interpretation	NOUN
ajee-6041	105	23	.	.	PUNCT
ajee-6041	106	1	results	result	NOUN
ajee-6041	106	2	and	and	CCONJ
ajee-6041	106	3	discussion	discussion	NOUN
ajee-6041	106	4	physicochemical	physicochemical	ADJ
ajee-6041	106	5	characteristics	characteristic	NOUN
ajee-6041	106	6	of	of	ADP
ajee-6041	106	7	water	water	NOUN
ajee-6041	106	8	quality	quality	NOUN
ajee-6041	106	9	the	the	DET
ajee-6041	106	10	physicochemical	physicochemical	ADJ
ajee-6041	106	11	characteristics	characteristic	NOUN
ajee-6041	106	12	of	of	ADP
ajee-6041	106	13	ogun	ogun	NOUN
ajee-6041	106	14	and	and	CCONJ
ajee-6041	106	15	oshun	oshun	NOUN
ajee-6041	106	16	rivers	river	NOUN
ajee-6041	106	17	exhibited	exhibit	VERB
ajee-6041	106	18	distinct	distinct	ADJ
ajee-6041	106	19	seasonal	seasonal	ADJ
ajee-6041	106	20	variability	variability	NOUN
ajee-6041	106	21	,	,	PUNCT
ajee-6041	106	22	reflecting	reflect	VERB
ajee-6041	106	23	the	the	DET
ajee-6041	106	24	combined	combined	ADJ
ajee-6041	106	25	influence	influence	NOUN
ajee-6041	106	26	of	of	ADP
ajee-6041	106	27	natural	natural	ADJ
ajee-6041	106	28	hydrological	hydrological	ADJ
ajee-6041	106	29	processes	process	NOUN
ajee-6041	106	30	and	and	CCONJ
ajee-6041	106	31	anthropogenic	anthropogenic	ADJ
ajee-6041	106	32	activities	activity	NOUN
ajee-6041	106	33	in	in	ADP
ajee-6041	106	34	the	the	DET
ajee-6041	106	35	catchments	catchment	NOUN
ajee-6041	106	36	(	(	PUNCT
ajee-6041	106	37	table	table	NOUN
ajee-6041	106	38	2	2	NUM
ajee-6041	106	39	)	)	PUNCT
ajee-6041	106	40	.	.	PUNCT
ajee-6041	107	1	seasonal	seasonal	ADJ
ajee-6041	107	2	contrasts	contrast	NOUN
ajee-6041	107	3	were	be	AUX
ajee-6041	107	4	most	most	ADV
ajee-6041	107	5	evident	evident	ADJ
ajee-6041	107	6	in	in	ADP
ajee-6041	107	7	sodium	sodium	NOUN
ajee-6041	107	8	(	(	PUNCT
ajee-6041	107	9	na⁺	na⁺	NOUN
ajee-6041	107	10	)	)	PUNCT
ajee-6041	107	11	,	,	PUNCT
ajee-6041	107	12	phosphate	phosphate	NOUN
ajee-6041	107	13	(	(	PUNCT
ajee-6041	107	14	po₄³⁻	po₄³⁻	NOUN
ajee-6041	107	15	)	)	PUNCT
ajee-6041	107	16	,	,	PUNCT
ajee-6041	107	17	turbidity	turbidity	NOUN
ajee-6041	107	18	,	,	PUNCT
ajee-6041	107	19	and	and	CCONJ
ajee-6041	107	20	total	total	ADJ
ajee-6041	107	21	dissolved	dissolved	ADJ
ajee-6041	107	22	solids	solid	NOUN
ajee-6041	107	23	(	(	PUNCT
ajee-6041	107	24	tds	tds	PROPN
ajee-6041	107	25	)	)	PUNCT
ajee-6041	107	26	,	,	PUNCT
ajee-6041	107	27	with	with	ADP
ajee-6041	107	28	dry	dry	ADJ
ajee-6041	107	29	season	season	NOUN
ajee-6041	107	30	values	value	NOUN
ajee-6041	107	31	generally	generally	ADV
ajee-6041	107	32	higher	high	ADJ
ajee-6041	107	33	than	than	ADP
ajee-6041	107	34	wet	wet	ADJ
ajee-6041	107	35	season	season	NOUN
ajee-6041	107	36	values	value	NOUN
ajee-6041	107	37	.	.	PUNCT
ajee-6041	108	1	this	this	PRON
ajee-6041	108	2	is	be	AUX
ajee-6041	108	3	consistent	consistent	ADJ
ajee-6041	108	4	with	with	ADP
ajee-6041	108	5	the	the	DET
ajee-6041	108	6	welldocumented	welldocumented	ADJ
ajee-6041	108	7	dilution	dilution	NOUN
ajee-6041	108	8	effect	effect	NOUN
ajee-6041	108	9	of	of	ADP
ajee-6041	108	10	rainfall	rainfall	NOUN
ajee-6041	108	11	in	in	ADP
ajee-6041	108	12	tropical	tropical	ADJ
ajee-6041	108	13	rivers	river	NOUN
ajee-6041	108	14	,	,	PUNCT
ajee-6041	108	15	where	where	SCONJ
ajee-6041	108	16	wet	wet	ADJ
ajee-6041	108	17	season	season	NOUN
ajee-6041	108	18	flows	flow	NOUN
ajee-6041	108	19	reduce	reduce	VERB
ajee-6041	108	20	ionic	ionic	ADJ
ajee-6041	108	21	concentrations	concentration	NOUN
ajee-6041	108	22	while	while	SCONJ
ajee-6041	108	23	increasing	increase	VERB
ajee-6041	108	24	suspended	suspend	VERB
ajee-6041	108	25	load	load	NOUN
ajee-6041	108	26	(	(	PUNCT
ajee-6041	108	27	akinbile	akinbile	NOUN
ajee-6041	108	28	et	et	PROPN
ajee-6041	108	29	al	al	PROPN
ajee-6041	108	30	.	.	PROPN
ajee-6041	108	31	,	,	PUNCT
ajee-6041	108	32	2019	2019	NUM
ajee-6041	108	33	;	;	PUNCT
ajee-6041	108	34	okoye	okoye	PROPN
ajee-6041	108	35	et	et	PROPN
ajee-6041	108	36	al	al	PROPN
ajee-6041	108	37	.	.	PROPN
ajee-6041	108	38	,	,	PUNCT
ajee-6041	108	39	2021	2021	NUM
ajee-6041	108	40	)	)	PUNCT
ajee-6041	108	41	.	.	PUNCT
ajee-6041	109	1	the	the	DET
ajee-6041	109	2	differences	difference	NOUN
ajee-6041	109	3	are	be	AUX
ajee-6041	109	4	further	far	ADV
ajee-6041	109	5	illustrated	illustrate	VERB
ajee-6041	109	6	in	in	ADP
ajee-6041	109	7	figure	figure	NOUN
ajee-6041	109	8	3	3	NUM
ajee-6041	109	9	,	,	PUNCT
ajee-6041	109	10	which	which	PRON
ajee-6041	109	11	shows	show	VERB
ajee-6041	109	12	clear	clear	ADJ
ajee-6041	109	13	separation	separation	NOUN
ajee-6041	109	14	between	between	ADP
ajee-6041	109	15	dry	dry	ADJ
ajee-6041	109	16	and	and	CCONJ
ajee-6041	109	17	wet	wet	ADJ
ajee-6041	109	18	season	season	NOUN
ajee-6041	109	19	concentrations	concentration	NOUN
ajee-6041	109	20	for	for	ADP
ajee-6041	109	21	key	key	ADJ
ajee-6041	109	22	parameters	parameter	NOUN
ajee-6041	109	23	.	.	PUNCT
ajee-6041	110	1	the	the	DET
ajee-6041	110	2	ph	ph	ADJ
ajee-6041	110	3	values	value	NOUN
ajee-6041	110	4	of	of	ADP
ajee-6041	110	5	both	both	DET
ajee-6041	110	6	rivers	river	NOUN
ajee-6041	110	7	ranged	range	VERB
ajee-6041	110	8	between	between	ADP
ajee-6041	110	9	slightly	slightly	ADV
ajee-6041	110	10	acidic	acidic	ADJ
ajee-6041	110	11	and	and	CCONJ
ajee-6041	110	12	nearneutral	nearneutral	ADJ
ajee-6041	110	13	conditions	condition	NOUN
ajee-6041	110	14	,	,	PUNCT
ajee-6041	110	15	remaining	remain	VERB
ajee-6041	110	16	within	within	ADP
ajee-6041	110	17	the	the	DET
ajee-6041	110	18	acceptable	acceptable	ADJ
ajee-6041	110	19	who	who	PRON
ajee-6041	110	20	(	(	PUNCT
ajee-6041	110	21	2017	2017	NUM
ajee-6041	110	22	)	)	PUNCT
ajee-6041	110	23	guideline	guideline	NOUN
ajee-6041	110	24	of	of	ADP
ajee-6041	110	25	6.5–9.2	6.5–9.2	NOUN
ajee-6041	110	26	for	for	ADP
ajee-6041	110	27	most	most	ADJ
ajee-6041	110	28	samples	sample	NOUN
ajee-6041	110	29	.	.	PUNCT
ajee-6041	111	1	however	however	ADV
ajee-6041	111	2	,	,	PUNCT
ajee-6041	111	3	wet	wet	ADJ
ajee-6041	111	4	season	season	NOUN
ajee-6041	111	5	samples	sample	NOUN
ajee-6041	111	6	from	from	ADP
ajee-6041	111	7	oshun	oshun	NOUN
ajee-6041	111	8	river	river	NOUN
ajee-6041	111	9	occasionally	occasionally	ADV
ajee-6041	111	10	dropped	drop	VERB
ajee-6041	111	11	below	below	ADP
ajee-6041	111	12	6.5	6.5	NUM
ajee-6041	111	13	,	,	PUNCT
ajee-6041	111	14	reflecting	reflect	VERB
ajee-6041	111	15	the	the	DET
ajee-6041	111	16	influence	influence	NOUN
ajee-6041	111	17	of	of	ADP
ajee-6041	111	18	organic	organic	ADJ
ajee-6041	111	19	matter	matter	NOUN
ajee-6041	111	20	decomposition	decomposition	NOUN
ajee-6041	111	21	and	and	CCONJ
ajee-6041	111	22	acidifying	acidifying	NOUN
ajee-6041	111	23	inputs	input	NOUN
ajee-6041	111	24	from	from	ADP
ajee-6041	111	25	runoff	runoff	NOUN
ajee-6041	111	26	.	.	PUNCT
ajee-6041	112	1	such	such	ADJ
ajee-6041	112	2	slightly	slightly	ADV
ajee-6041	112	3	acidic	acidic	ADJ
ajee-6041	112	4	tendencies	tendency	NOUN
ajee-6041	112	5	have	have	AUX
ajee-6041	112	6	also	also	ADV
ajee-6041	112	7	been	be	AUX
ajee-6041	112	8	reported	report	VERB
ajee-6041	112	9	in	in	ADP
ajee-6041	112	10	the	the	DET
ajee-6041	112	11	cross	cross	PROPN
ajee-6041	112	12	river	river	PROPN
ajee-6041	112	13	basin	basin	NOUN
ajee-6041	112	14	,	,	PUNCT
ajee-6041	112	15	where	where	SCONJ
ajee-6041	112	16	wet	wet	ADJ
ajee-6041	112	17	-	-	PUNCT
ajee-6041	112	18	season	season	NOUN
ajee-6041	112	19	inflows	inflow	NOUN
ajee-6041	112	20	lowered	lower	VERB
ajee-6041	112	21	buffering	buffering	NOUN
ajee-6041	112	22	capacity	capacity	NOUN
ajee-6041	112	23	(	(	PUNCT
ajee-6041	112	24	ekwueme	ekwueme	NOUN
ajee-6041	112	25	et	et	PROPN
ajee-6041	112	26	al	al	PROPN
ajee-6041	112	27	.	.	PROPN
ajee-6041	112	28	,	,	PUNCT
ajee-6041	112	29	2018	2018	NUM
ajee-6041	112	30	)	)	PUNCT
ajee-6041	112	31	.	.	PUNCT
ajee-6041	113	1	sodium	sodium	NOUN
ajee-6041	113	2	(	(	PUNCT
ajee-6041	113	3	na⁺	na⁺	NOUN
ajee-6041	113	4	)	)	PUNCT
ajee-6041	113	5	concentrations	concentration	NOUN
ajee-6041	113	6	were	be	AUX
ajee-6041	113	7	particularly	particularly	ADV
ajee-6041	113	8	elevated	elevate	VERB
ajee-6041	113	9	in	in	ADP
ajee-6041	113	10	ogun	ogun	PROPN
ajee-6041	113	11	river	river	PROPN
ajee-6041	113	12	during	during	ADP
ajee-6041	113	13	the	the	DET
ajee-6041	113	14	dry	dry	ADJ
ajee-6041	113	15	season	season	NOUN
ajee-6041	113	16	(	(	PUNCT
ajee-6041	113	17	mean	mean	NOUN
ajee-6041	113	18	114.69	114.69	NUM
ajee-6041	113	19	mg	mg	PROPN
ajee-6041	113	20	/	/	SYM
ajee-6041	113	21	l	l	NOUN
ajee-6041	113	22	)	)	PUNCT
ajee-6041	113	23	,	,	PUNCT
ajee-6041	113	24	exceeding	exceed	VERB
ajee-6041	113	25	the	the	DET
ajee-6041	113	26	who	who	PRON
ajee-6041	113	27	desirable	desirable	ADJ
ajee-6041	113	28	limit	limit	NOUN
ajee-6041	113	29	of	of	ADP
ajee-6041	113	30	50	50	NUM
ajee-6041	113	31	mg	mg	NUM
ajee-6041	113	32	/	/	SYM
ajee-6041	113	33	l	l	NOUN
ajee-6041	113	34	but	but	CCONJ
ajee-6041	113	35	remaining	remain	VERB
ajee-6041	113	36	below	below	ADP
ajee-6041	113	37	the	the	DET
ajee-6041	113	38	maximum	maximum	ADJ
ajee-6041	113	39	allowable	allowable	ADJ
ajee-6041	113	40	limit	limit	NOUN
ajee-6041	113	41	of	of	ADP
ajee-6041	113	42	200	200	NUM
ajee-6041	113	43	mg	mg	PROPN
ajee-6041	113	44	/	/	SYM
ajee-6041	113	45	l.	l.	NOUN
ajee-6041	113	46	this	this	DET
ajee-6041	113	47	pattern	pattern	NOUN
ajee-6041	113	48	points	point	NOUN
ajee-6041	113	49	to	to	ADP
ajee-6041	113	50	anthropogenic	anthropogenic	ADJ
ajee-6041	113	51	inputs	input	NOUN
ajee-6041	113	52	,	,	PUNCT
ajee-6041	113	53	possibly	possibly	ADV
ajee-6041	113	54	from	from	ADP
ajee-6041	113	55	domestic	domestic	ADJ
ajee-6041	113	56	wastewater	wastewater	NOUN
ajee-6041	113	57	and	and	CCONJ
ajee-6041	113	58	fertilizer	fertilizer	NOUN
ajee-6041	113	59	use	use	NOUN
ajee-6041	113	60	in	in	ADP
ajee-6041	113	61	the	the	DET
ajee-6041	113	62	basin	basin	NOUN
ajee-6041	113	63	.	.	PUNCT
ajee-6041	114	1	in	in	ADP
ajee-6041	114	2	contrast	contrast	NOUN
ajee-6041	114	3	,	,	PUNCT
ajee-6041	114	4	oshun	oshun	PROPN
ajee-6041	114	5	river	river	NOUN
ajee-6041	114	6	exhibited	exhibit	VERB
ajee-6041	114	7	lower	low	ADJ
ajee-6041	114	8	sodium	sodium	NOUN
ajee-6041	114	9	concentrations	concentration	NOUN
ajee-6041	114	10	,	,	PUNCT
ajee-6041	114	11	suggesting	suggest	VERB
ajee-6041	114	12	less	less	ADV
ajee-6041	114	13	intensive	intensive	ADJ
ajee-6041	114	14	anthropogenic	anthropogenic	ADJ
ajee-6041	114	15	influence	influence	NOUN
ajee-6041	114	16	.	.	PUNCT
ajee-6041	115	1	similar	similar	ADJ
ajee-6041	115	2	dry	dry	ADJ
ajee-6041	115	3	-	-	PUNCT
ajee-6041	115	4	season	season	NOUN
ajee-6041	115	5	sodium	sodium	NOUN
ajee-6041	115	6	enrichment	enrichment	NOUN
ajee-6041	115	7	has	have	AUX
ajee-6041	115	8	been	be	AUX
ajee-6041	115	9	observed	observe	VERB
ajee-6041	115	10	in	in	ADP
ajee-6041	115	11	the	the	DET
ajee-6041	115	12	sokoto	sokoto	PROPN
ajee-6041	115	13	-	-	PUNCT
ajee-6041	115	14	rima	rima	PROPN
ajee-6041	115	15	basin	basin	NOUN
ajee-6041	115	16	,	,	PUNCT
ajee-6041	115	17	where	where	SCONJ
ajee-6041	115	18	irrigation	irrigation	NOUN
ajee-6041	115	19	return	return	NOUN
ajee-6041	115	20	flows	flow	NOUN
ajee-6041	115	21	contributed	contribute	VERB
ajee-6041	115	22	to	to	ADP
ajee-6041	115	23	elevated	elevated	ADJ
ajee-6041	115	24	salinity	salinity	NOUN
ajee-6041	115	25	(	(	PUNCT
ajee-6041	115	26	abdullahi	abdullahi	NOUN
ajee-6041	115	27	et	et	PROPN
ajee-6041	115	28	al	al	PROPN
ajee-6041	115	29	.	.	PROPN
ajee-6041	115	30	,	,	PUNCT
ajee-6041	115	31	2017	2017	NUM
ajee-6041	115	32	)	)	PUNCT
ajee-6041	115	33	.	.	PUNCT
ajee-6041	116	1	phosphate	phosphate	NOUN
ajee-6041	116	2	(	(	PUNCT
ajee-6041	116	3	po₄³⁻	po₄³⁻	NOUN
ajee-6041	116	4	)	)	PUNCT
ajee-6041	116	5	concentrations	concentration	NOUN
ajee-6041	116	6	were	be	AUX
ajee-6041	116	7	alarmingly	alarmingly	ADV
ajee-6041	116	8	high	high	ADJ
ajee-6041	116	9	pa	pa	PROPN
ajee-6041	116	10	ge	ge	PROPN
ajee-6041	116	11	20	20	NUM
ajee-6041	116	12	9	9	NUM
ajee-6041	116	13	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	116	14	am	am	NOUN
ajee-6041	116	15	.	.	PUNCT
ajee-6041	117	1	j.	j.	PROPN
ajee-6041	117	2	environ	environ	PROPN
ajee-6041	117	3	econ	econ	PROPN
ajee-6041	117	4	.	.	PUNCT
ajee-6041	118	1	4(1	4(1	X
ajee-6041	118	2	)	)	PUNCT
ajee-6041	119	1	205	205	NUM
ajee-6041	119	2	-	-	SYM
ajee-6041	119	3	220	220	NUM
ajee-6041	119	4	,	,	PUNCT
ajee-6041	119	5	2025	2025	NUM
ajee-6041	119	6	in	in	ADP
ajee-6041	119	7	both	both	DET
ajee-6041	119	8	rivers	river	NOUN
ajee-6041	119	9	,	,	PUNCT
ajee-6041	119	10	with	with	ADP
ajee-6041	119	11	ogun	ogun	PROPN
ajee-6041	119	12	river	river	NOUN
ajee-6041	119	13	showing	show	VERB
ajee-6041	119	14	extreme	extreme	ADJ
ajee-6041	119	15	dryseason	dryseason	ADJ
ajee-6041	119	16	enrichment	enrichment	NOUN
ajee-6041	119	17	(	(	PUNCT
ajee-6041	119	18	mean	mean	NOUN
ajee-6041	119	19	93.98	93.98	NUM
ajee-6041	119	20	mg	mg	PROPN
ajee-6041	119	21	/	/	SYM
ajee-6041	119	22	l	l	NOUN
ajee-6041	119	23	)	)	PUNCT
ajee-6041	119	24	far	far	ADV
ajee-6041	119	25	above	above	ADP
ajee-6041	119	26	the	the	DET
ajee-6041	119	27	nsdwq	nsdwq	ADJ
ajee-6041	119	28	guideline	guideline	NOUN
ajee-6041	119	29	of	of	ADP
ajee-6041	119	30	5	5	NUM
ajee-6041	119	31	mg	mg	PROPN
ajee-6041	119	32	/	/	SYM
ajee-6041	119	33	l.	l.	PROPN
ajee-6041	119	34	wet	wet	PROPN
ajee-6041	119	35	-	-	PUNCT
ajee-6041	119	36	season	season	NOUN
ajee-6041	119	37	values	value	NOUN
ajee-6041	119	38	were	be	AUX
ajee-6041	119	39	comparatively	comparatively	ADV
ajee-6041	119	40	lower	low	ADJ
ajee-6041	119	41	but	but	CCONJ
ajee-6041	119	42	still	still	ADV
ajee-6041	119	43	exceeded	exceed	VERB
ajee-6041	119	44	the	the	DET
ajee-6041	119	45	standard	standard	NOUN
ajee-6041	119	46	in	in	ADP
ajee-6041	119	47	most	most	ADJ
ajee-6041	119	48	cases	case	NOUN
ajee-6041	119	49	.	.	PUNCT
ajee-6041	120	1	this	this	DET
ajee-6041	120	2	pattern	pattern	NOUN
ajee-6041	120	3	reflects	reflect	VERB
ajee-6041	120	4	strong	strong	ADJ
ajee-6041	120	5	anthropogenic	anthropogenic	ADJ
ajee-6041	120	6	nutrient	nutrient	NOUN
ajee-6041	120	7	loading	loading	NOUN
ajee-6041	120	8	,	,	PUNCT
ajee-6041	120	9	likely	likely	ADV
ajee-6041	120	10	from	from	ADP
ajee-6041	120	11	fertilizer	fertilizer	NOUN
ajee-6041	120	12	application	application	NOUN
ajee-6041	120	13	and	and	CCONJ
ajee-6041	120	14	detergent	detergent	NOUN
ajee-6041	120	15	-	-	PUNCT
ajee-6041	120	16	containing	contain	VERB
ajee-6041	120	17	wastewater	wastewater	NOUN
ajee-6041	120	18	.	.	PUNCT
ajee-6041	121	1	excessive	excessive	ADJ
ajee-6041	121	2	phosphate	phosphate	ADJ
ajee-6041	121	3	levels	level	NOUN
ajee-6041	121	4	have	have	AUX
ajee-6041	121	5	been	be	AUX
ajee-6041	121	6	implicated	implicate	VERB
ajee-6041	121	7	in	in	ADP
ajee-6041	121	8	eutrophication	eutrophication	NOUN
ajee-6041	121	9	of	of	ADP
ajee-6041	121	10	nigerian	nigerian	PROPN
ajee-6041	121	11	inland	inland	ADJ
ajee-6041	121	12	waters	water	NOUN
ajee-6041	121	13	such	such	ADJ
ajee-6041	121	14	as	as	ADP
ajee-6041	121	15	river	river	PROPN
ajee-6041	121	16	kaduna	kaduna	PROPN
ajee-6041	121	17	(	(	PUNCT
ajee-6041	121	18	olayemi	olayemi	PROPN
ajee-6041	121	19	et	et	PROPN
ajee-6041	121	20	al	al	PROPN
ajee-6041	121	21	.	.	PROPN
ajee-6041	121	22	,	,	PUNCT
ajee-6041	121	23	2020	2020	NUM
ajee-6041	121	24	)	)	PUNCT
ajee-6041	121	25	and	and	CCONJ
ajee-6041	121	26	ossiomo	ossiomo	PROPN
ajee-6041	121	27	river	river	PROPN
ajee-6041	121	28	(	(	PUNCT
ajee-6041	121	29	erah	erah	NOUN
ajee-6041	121	30	et	et	PROPN
ajee-6041	121	31	al	al	PROPN
ajee-6041	121	32	.	.	PROPN
ajee-6041	121	33	,	,	PUNCT
ajee-6041	121	34	2019	2019	NUM
ajee-6041	121	35	)	)	PUNCT
ajee-6041	121	36	,	,	PUNCT
ajee-6041	121	37	supporting	support	VERB
ajee-6041	121	38	the	the	DET
ajee-6041	121	39	conclusion	conclusion	NOUN
ajee-6041	121	40	that	that	SCONJ
ajee-6041	121	41	nutrient	nutrient	ADJ
ajee-6041	121	42	enrichment	enrichment	NOUN
ajee-6041	121	43	is	be	AUX
ajee-6041	121	44	a	a	DET
ajee-6041	121	45	widespread	widespread	ADJ
ajee-6041	121	46	water	water	NOUN
ajee-6041	121	47	quality	quality	NOUN
ajee-6041	121	48	challenge	challenge	NOUN
ajee-6041	121	49	.	.	PUNCT
ajee-6041	122	1	turbidity	turbidity	NOUN
ajee-6041	122	2	was	be	AUX
ajee-6041	122	3	another	another	DET
ajee-6041	122	4	critical	critical	ADJ
ajee-6041	122	5	parameter	parameter	NOUN
ajee-6041	122	6	,	,	PUNCT
ajee-6041	122	7	with	with	ADP
ajee-6041	122	8	values	value	NOUN
ajee-6041	122	9	far	far	ADV
ajee-6041	122	10	exceeding	exceed	VERB
ajee-6041	122	11	the	the	DET
ajee-6041	122	12	5	5	NUM
ajee-6041	122	13	ntu	ntu	NOUN
ajee-6041	122	14	who	who	PRON
ajee-6041	122	15	limit	limit	VERB
ajee-6041	122	16	in	in	ADP
ajee-6041	122	17	all	all	DET
ajee-6041	122	18	samples	sample	NOUN
ajee-6041	122	19	.	.	PUNCT
ajee-6041	123	1	ogun	ogun	PROPN
ajee-6041	123	2	river	river	PROPN
ajee-6041	123	3	dry	dry	ADJ
ajee-6041	123	4	season	season	NOUN
ajee-6041	123	5	turbidity	turbidity	NOUN
ajee-6041	123	6	reached	reach	VERB
ajee-6041	123	7	mean	mean	ADJ
ajee-6041	123	8	values	value	NOUN
ajee-6041	123	9	above	above	ADP
ajee-6041	123	10	50	50	NUM
ajee-6041	123	11	ntu	ntu	NOUN
ajee-6041	123	12	,	,	PUNCT
ajee-6041	123	13	while	while	SCONJ
ajee-6041	123	14	wet	wet	ADJ
ajee-6041	123	15	season	season	NOUN
ajee-6041	123	16	values	value	NOUN
ajee-6041	123	17	were	be	AUX
ajee-6041	123	18	moderately	moderately	ADV
ajee-6041	123	19	lower	low	ADJ
ajee-6041	123	20	but	but	CCONJ
ajee-6041	123	21	still	still	ADV
ajee-6041	123	22	non	non	ADJ
ajee-6041	123	23	-	-	ADJ
ajee-6041	123	24	compliant	compliant	ADJ
ajee-6041	123	25	.	.	PUNCT
ajee-6041	124	1	elevated	elevated	ADJ
ajee-6041	124	2	turbidity	turbidity	NOUN
ajee-6041	124	3	levels	level	NOUN
ajee-6041	124	4	suggest	suggest	VERB
ajee-6041	124	5	high	high	ADV
ajee-6041	124	6	suspended	suspend	VERB
ajee-6041	124	7	sediment	sediment	NOUN
ajee-6041	124	8	and	and	CCONJ
ajee-6041	124	9	organic	organic	ADJ
ajee-6041	124	10	matter	matter	NOUN
ajee-6041	124	11	loading	loading	NOUN
ajee-6041	124	12	,	,	PUNCT
ajee-6041	124	13	which	which	PRON
ajee-6041	124	14	reduce	reduce	VERB
ajee-6041	124	15	light	light	ADJ
ajee-6041	124	16	penetration	penetration	NOUN
ajee-6041	124	17	and	and	CCONJ
ajee-6041	124	18	impair	impair	VERB
ajee-6041	124	19	aquatic	aquatic	ADJ
ajee-6041	124	20	life	life	NOUN
ajee-6041	124	21	.	.	PUNCT
ajee-6041	125	1	seasonal	seasonal	ADJ
ajee-6041	125	2	fluctuations	fluctuation	NOUN
ajee-6041	125	3	of	of	ADP
ajee-6041	125	4	this	this	DET
ajee-6041	125	5	magnitude	magnitude	NOUN
ajee-6041	125	6	have	have	AUX
ajee-6041	125	7	also	also	ADV
ajee-6041	125	8	been	be	AUX
ajee-6041	125	9	reported	report	VERB
ajee-6041	125	10	in	in	ADP
ajee-6041	125	11	river	river	NOUN
ajee-6041	125	12	benue	benue	NOUN
ajee-6041	125	13	,	,	PUNCT
ajee-6041	125	14	where	where	SCONJ
ajee-6041	125	15	soil	soil	NOUN
ajee-6041	125	16	erosion	erosion	NOUN
ajee-6041	125	17	and	and	CCONJ
ajee-6041	125	18	catchment	catchment	NOUN
ajee-6041	125	19	degradation	degradation	NOUN
ajee-6041	125	20	drove	drive	VERB
ajee-6041	125	21	persistent	persistent	ADJ
ajee-6041	125	22	exceedances	exceedance	NOUN
ajee-6041	125	23	(	(	PUNCT
ajee-6041	125	24	okafor	okafor	PROPN
ajee-6041	125	25	et	et	PROPN
ajee-6041	125	26	al	al	PROPN
ajee-6041	125	27	.	.	PROPN
ajee-6041	125	28	,	,	PUNCT
ajee-6041	125	29	2018	2018	NUM
ajee-6041	125	30	)	)	PUNCT
ajee-6041	125	31	.	.	PUNCT
ajee-6041	126	1	other	other	ADJ
ajee-6041	126	2	parameters	parameter	NOUN
ajee-6041	126	3	such	such	ADJ
ajee-6041	126	4	as	as	ADP
ajee-6041	126	5	calcium	calcium	NOUN
ajee-6041	126	6	,	,	PUNCT
ajee-6041	126	7	magnesium	magnesium	NOUN
ajee-6041	126	8	,	,	PUNCT
ajee-6041	126	9	chloride	chloride	NOUN
ajee-6041	126	10	,	,	PUNCT
ajee-6041	126	11	sulphate	sulphate	NOUN
ajee-6041	126	12	,	,	PUNCT
ajee-6041	126	13	and	and	CCONJ
ajee-6041	126	14	total	total	ADJ
ajee-6041	126	15	dissolved	dissolved	ADJ
ajee-6041	126	16	solids	solid	NOUN
ajee-6041	126	17	generally	generally	ADV
ajee-6041	126	18	complied	comply	VERB
ajee-6041	126	19	with	with	ADP
ajee-6041	126	20	who	who	PRON
ajee-6041	126	21	and	and	CCONJ
ajee-6041	126	22	nsdwq	nsdwq	NOUN
ajee-6041	126	23	guidelines	guideline	NOUN
ajee-6041	126	24	across	across	ADP
ajee-6041	126	25	both	both	DET
ajee-6041	126	26	rivers	river	NOUN
ajee-6041	126	27	and	and	CCONJ
ajee-6041	126	28	seasons	season	NOUN
ajee-6041	126	29	.	.	PUNCT
ajee-6041	127	1	hardness	hardness	ADJ
ajee-6041	127	2	values	value	NOUN
ajee-6041	127	3	remained	remain	VERB
ajee-6041	127	4	within	within	ADP
ajee-6041	127	5	acceptable	acceptable	ADJ
ajee-6041	127	6	limits	limit	NOUN
ajee-6041	127	7	(	(	PUNCT
ajee-6041	127	8	<	<	X
ajee-6041	127	9	100	100	NUM
ajee-6041	127	10	mg	mg	NUM
ajee-6041	127	11	/	/	SYM
ajee-6041	127	12	l	l	NOUN
ajee-6041	127	13	)	)	PUNCT
ajee-6041	127	14	,	,	PUNCT
ajee-6041	127	15	confirming	confirm	VERB
ajee-6041	127	16	that	that	SCONJ
ajee-6041	127	17	the	the	DET
ajee-6041	127	18	rivers	river	NOUN
ajee-6041	127	19	are	be	AUX
ajee-6041	127	20	soft	soft	ADJ
ajee-6041	127	21	to	to	PART
ajee-6041	127	22	moderately	moderately	ADV
ajee-6041	127	23	hard	hard	ADV
ajee-6041	127	24	.	.	PUNCT
ajee-6041	128	1	iron	iron	NOUN
ajee-6041	128	2	concentrations	concentration	NOUN
ajee-6041	128	3	,	,	PUNCT
ajee-6041	128	4	however	however	ADV
ajee-6041	128	5	,	,	PUNCT
ajee-6041	128	6	occasionally	occasionally	ADV
ajee-6041	128	7	exceeded	exceed	VERB
ajee-6041	128	8	the	the	DET
ajee-6041	128	9	0.3	0.3	NUM
ajee-6041	128	10	mg	mg	PROPN
ajee-6041	128	11	/	/	SYM
ajee-6041	128	12	l	l	NOUN
ajee-6041	128	13	guideline	guideline	NOUN
ajee-6041	128	14	in	in	ADP
ajee-6041	128	15	10–15	10–15	NUM
ajee-6041	128	16	%	%	NOUN
ajee-6041	128	17	of	of	ADP
ajee-6041	128	18	wet	wet	ADJ
ajee-6041	128	19	-	-	PUNCT
ajee-6041	128	20	season	season	NOUN
ajee-6041	128	21	samples	sample	NOUN
ajee-6041	128	22	,	,	PUNCT
ajee-6041	128	23	likely	likely	ADJ
ajee-6041	128	24	due	due	ADP
ajee-6041	128	25	to	to	ADP
ajee-6041	128	26	mobilization	mobilization	NOUN
ajee-6041	128	27	under	under	ADP
ajee-6041	128	28	slightly	slightly	ADV
ajee-6041	128	29	acidic	acidic	ADJ
ajee-6041	128	30	conditions	condition	NOUN
ajee-6041	128	31	.	.	PUNCT
ajee-6041	129	1	overall	overall	ADV
ajee-6041	129	2	,	,	PUNCT
ajee-6041	129	3	the	the	DET
ajee-6041	129	4	physicochemical	physicochemical	ADJ
ajee-6041	129	5	analysis	analysis	NOUN
ajee-6041	129	6	highlights	highlight	NOUN
ajee-6041	129	7	phosphate	phosphate	VERB
ajee-6041	129	8	,	,	PUNCT
ajee-6041	129	9	turbidity	turbidity	NOUN
ajee-6041	129	10	,	,	PUNCT
ajee-6041	129	11	sodium	sodium	NOUN
ajee-6041	129	12	,	,	PUNCT
ajee-6041	129	13	and	and	CCONJ
ajee-6041	129	14	iron	iron	NOUN
ajee-6041	129	15	as	as	ADP
ajee-6041	129	16	the	the	DET
ajee-6041	129	17	most	most	ADV
ajee-6041	129	18	critical	critical	ADJ
ajee-6041	129	19	parameters	parameter	NOUN
ajee-6041	129	20	affecting	affect	VERB
ajee-6041	129	21	water	water	NOUN
ajee-6041	129	22	quality	quality	NOUN
ajee-6041	129	23	.	.	PUNCT
ajee-6041	130	1	these	these	DET
ajee-6041	130	2	exceedances	exceedance	NOUN
ajee-6041	130	3	underscore	underscore	VERB
ajee-6041	130	4	the	the	DET
ajee-6041	130	5	combined	combine	VERB
ajee-6041	130	6	effects	effect	NOUN
ajee-6041	130	7	of	of	ADP
ajee-6041	130	8	natural	natural	ADJ
ajee-6041	130	9	processes	process	NOUN
ajee-6041	130	10	and	and	CCONJ
ajee-6041	130	11	human	human	ADJ
ajee-6041	130	12	activities	activity	NOUN
ajee-6041	130	13	,	,	PUNCT
ajee-6041	130	14	with	with	ADP
ajee-6041	130	15	the	the	DET
ajee-6041	130	16	dry	dry	ADJ
ajee-6041	130	17	season	season	NOUN
ajee-6041	130	18	posing	pose	VERB
ajee-6041	130	19	greater	great	ADJ
ajee-6041	130	20	risks	risk	NOUN
ajee-6041	130	21	due	due	ADJ
ajee-6041	130	22	to	to	ADP
ajee-6041	130	23	limited	limited	ADJ
ajee-6041	130	24	dilution	dilution	NOUN
ajee-6041	130	25	.	.	PUNCT
ajee-6041	131	1	table	table	NOUN
ajee-6041	131	2	1	1	NUM
ajee-6041	131	3	:	:	PUNCT
ajee-6041	131	4	seasonal	seasonal	ADJ
ajee-6041	131	5	variation	variation	NOUN
ajee-6041	131	6	in	in	ADP
ajee-6041	131	7	physicochemical	physicochemical	ADJ
ajee-6041	131	8	parameters	parameter	NOUN
ajee-6041	131	9	of	of	ADP
ajee-6041	131	10	ogun	ogun	PROPN
ajee-6041	131	11	and	and	CCONJ
ajee-6041	131	12	oshun	oshun	NOUN
ajee-6041	131	13	rivers	river	NOUN
ajee-6041	131	14	compared	compare	VERB
ajee-6041	131	15	with	with	ADP
ajee-6041	131	16	who/	who/	PROPN
ajee-6041	131	17	nsdwq	nsdwq	PROPN
ajee-6041	131	18	standards	standard	NOUN
ajee-6041	131	19	parameter	parameter	PROPN
ajee-6041	131	20	ogun	ogun	PROPN
ajee-6041	131	21	dry	dry	ADJ
ajee-6041	131	22	(	(	PUNCT
ajee-6041	131	23	mean	mean	PROPN
ajee-6041	131	24	±	±	NUM
ajee-6041	131	25	sd	sd	NOUN
ajee-6041	131	26	)	)	PUNCT
ajee-6041	131	27	ogun	ogun	PROPN
ajee-6041	131	28	wet	wet	PROPN
ajee-6041	131	29	(	(	PUNCT
ajee-6041	131	30	mean	mean	PROPN
ajee-6041	131	31	±	±	NUM
ajee-6041	131	32	sd	sd	NOUN
ajee-6041	131	33	)	)	PUNCT
ajee-6041	131	34	oshun	oshun	NOUN
ajee-6041	131	35	dry	dry	ADJ
ajee-6041	131	36	(	(	PUNCT
ajee-6041	131	37	mean	mean	PROPN
ajee-6041	131	38	±	±	NUM
ajee-6041	131	39	sd	sd	NOUN
ajee-6041	131	40	)	)	PUNCT
ajee-6041	131	41	oshun	oshun	NOUN
ajee-6041	131	42	wet	wet	ADJ
ajee-6041	131	43	(	(	PUNCT
ajee-6041	131	44	mean	mean	PROPN
ajee-6041	131	45	±	±	NUM
ajee-6041	131	46	sd	sd	NOUN
ajee-6041	131	47	)	)	PUNCT
ajee-6041	131	48	who/	who/	NOUN
ajee-6041	131	49	nsdwq	nsdwq	NOUN
ajee-6041	131	50	limit	limit	NOUN
ajee-6041	131	51	ph	ph	VERB
ajee-6041	131	52	7.46	7.46	NUM
ajee-6041	131	53	±	±	NUM
ajee-6041	131	54	0.27	0.27	NUM
ajee-6041	131	55	6.49	6.49	NUM
ajee-6041	131	56	±	±	NUM
ajee-6041	131	57	0.22	0.22	NUM
ajee-6041	131	58	7.44	7.44	NUM
ajee-6041	131	59	±	±	NUM
ajee-6041	131	60	0.22	0.22	NUM
ajee-6041	131	61	6.58	6.58	NUM
ajee-6041	131	62	±	±	NUM
ajee-6041	131	63	0.28	0.28	NUM
ajee-6041	131	64	6.5	6.5	NUM
ajee-6041	131	65	–	–	PUNCT
ajee-6041	131	66	9.2	9.2	NUM
ajee-6041	131	67	na⁺	na⁺	NOUN
ajee-6041	131	68	(	(	PUNCT
ajee-6041	131	69	mg	mg	PROPN
ajee-6041	131	70	/	/	SYM
ajee-6041	131	71	l	l	NOUN
ajee-6041	131	72	)	)	PUNCT
ajee-6041	131	73	114.69	114.69	NUM
ajee-6041	131	74	±	±	NUM
ajee-6041	131	75	26.85	26.85	NUM
ajee-6041	131	76	35.20	35.20	NUM
ajee-6041	131	77	±	±	NUM
ajee-6041	131	78	20.91	20.91	NUM
ajee-6041	131	79	109.70	109.70	NUM
ajee-6041	131	80	±	±	NOUN
ajee-6041	131	81	22.95	22.95	NUM
ajee-6041	131	82	46.97	46.97	NUM
ajee-6041	131	83	±	±	NOUN
ajee-6041	131	84	21.83	21.83	NUM
ajee-6041	131	85	200	200	NUM
ajee-6041	131	86	fe²⁺	fe²⁺	NOUN
ajee-6041	131	87	(	(	PUNCT
ajee-6041	131	88	mg	mg	PROPN
ajee-6041	131	89	/	/	SYM
ajee-6041	131	90	l	l	NOUN
ajee-6041	131	91	)	)	PUNCT
ajee-6041	131	92	0.25	0.25	NUM
ajee-6041	131	93	±	±	NUM
ajee-6041	131	94	0.03	0.03	NUM
ajee-6041	131	95	0.10	0.10	NUM
ajee-6041	131	96	±	±	NUM
ajee-6041	131	97	0.03	0.03	NUM
ajee-6041	131	98	0.22	0.22	NUM
ajee-6041	131	99	±	±	NUM
ajee-6041	131	100	0.02	0.02	NUM
ajee-6041	131	101	0.08	0.08	NUM
ajee-6041	131	102	±	±	NUM
ajee-6041	131	103	0.04	0.04	NUM
ajee-6041	131	104	0.3	0.3	NUM
ajee-6041	131	105	ca²⁺	ca²⁺	PROPN
ajee-6041	131	106	(	(	PUNCT
ajee-6041	131	107	mg	mg	PROPN
ajee-6041	131	108	/	/	SYM
ajee-6041	131	109	l	l	NOUN
ajee-6041	131	110	)	)	PUNCT
ajee-6041	131	111	22.94	22.94	NUM
ajee-6041	131	112	±	±	NUM
ajee-6041	131	113	2.90	2.90	NUM
ajee-6041	131	114	14.43	14.43	NUM
ajee-6041	131	115	±	±	NUM
ajee-6041	131	116	2.67	2.67	NUM
ajee-6041	131	117	21.91	21.91	NUM
ajee-6041	131	118	±	±	NUM
ajee-6041	131	119	3.02	3.02	NUM
ajee-6041	131	120	13.37	13.37	NUM
ajee-6041	131	121	±	±	NUM
ajee-6041	131	122	2.73	2.73	NUM
ajee-6041	131	123	200	200	NUM
ajee-6041	131	124	mg²⁺	mg²⁺	ADJ
ajee-6041	131	125	(	(	PUNCT
ajee-6041	131	126	mg	mg	PROPN
ajee-6041	131	127	/	/	SYM
ajee-6041	131	128	l	l	NOUN
ajee-6041	131	129	)	)	PUNCT
ajee-6041	131	130	16.50	16.50	NUM
ajee-6041	131	131	±	±	NUM
ajee-6041	131	132	2.41	2.41	NUM
ajee-6041	131	133	7.63	7.63	NUM
ajee-6041	131	134	±	±	NUM
ajee-6041	131	135	2.38	2.38	NUM
ajee-6041	131	136	15.72	15.72	NUM
ajee-6041	131	137	±	±	NUM
ajee-6041	131	138	2.75	2.75	NUM
ajee-6041	131	139	8.07	8.07	NUM
ajee-6041	131	140	±	±	NUM
ajee-6041	131	141	2.63	2.63	NUM
ajee-6041	131	142	150	150	NUM
ajee-6041	131	143	k⁺	k⁺	PROPN
ajee-6041	131	144	(	(	PUNCT
ajee-6041	131	145	mg	mg	PROPN
ajee-6041	131	146	/	/	SYM
ajee-6041	131	147	l	l	NOUN
ajee-6041	131	148	)	)	PUNCT
ajee-6041	131	149	14.12	14.12	NUM
ajee-6041	131	150	±	±	NUM
ajee-6041	131	151	2.90	2.90	NUM
ajee-6041	131	152	4.73	4.73	NUM
ajee-6041	131	153	±	±	NUM
ajee-6041	131	154	2.55	2.55	NUM
ajee-6041	131	155	13.92	13.92	NUM
ajee-6041	131	156	±	±	NUM
ajee-6041	131	157	3.13	3.13	NUM
ajee-6041	131	158	6.03	6.03	NUM
ajee-6041	131	159	±	±	NUM
ajee-6041	131	160	2.61	2.61	NUM
ajee-6041	131	161	–	–	PUNCT
ajee-6041	131	162	cl⁻	cl⁻	NOUN
ajee-6041	131	163	(	(	PUNCT
ajee-6041	131	164	mg	mg	PROPN
ajee-6041	131	165	/	/	SYM
ajee-6041	131	166	l	l	NOUN
ajee-6041	131	167	)	)	PUNCT
ajee-6041	131	168	20.71	20.71	NUM
ajee-6041	131	169	±	±	NUM
ajee-6041	131	170	5.10	5.10	NUM
ajee-6041	131	171	14.18	14.18	NUM
ajee-6041	131	172	±	±	NUM
ajee-6041	131	173	2.88	2.88	NUM
ajee-6041	131	174	19.88	19.88	NUM
ajee-6041	131	175	±	±	NUM
ajee-6041	131	176	4.95	4.95	NUM
ajee-6041	131	177	15.72	15.72	NUM
ajee-6041	131	178	±	±	NUM
ajee-6041	131	179	3.18	3.18	NUM
ajee-6041	131	180	600	600	NUM
ajee-6041	131	181	tds	tds	ADJ
ajee-6041	131	182	(	(	PUNCT
ajee-6041	131	183	mg	mg	PROPN
ajee-6041	131	184	/	/	SYM
ajee-6041	131	185	l	l	NOUN
ajee-6041	131	186	)	)	PUNCT
ajee-6041	131	187	243.87	243.87	NUM
ajee-6041	131	188	±	±	NUM
ajee-6041	131	189	25.74	25.74	NUM
ajee-6041	131	190	109.25	109.25	NUM
ajee-6041	131	191	±	±	NUM
ajee-6041	131	192	23.62	23.62	NUM
ajee-6041	131	193	237.70	237.70	NUM
ajee-6041	131	194	±	±	NUM
ajee-6041	131	195	27.01	27.01	NUM
ajee-6041	131	196	118.36	118.36	NUM
ajee-6041	131	197	±	±	NUM
ajee-6041	131	198	22.98	22.98	NUM
ajee-6041	131	199	1000	1000	NUM
ajee-6041	131	200	so₄²⁻	so₄²⁻	NOUN
ajee-6041	131	201	(	(	PUNCT
ajee-6041	131	202	mg	mg	PROPN
ajee-6041	131	203	/	/	SYM
ajee-6041	131	204	l	l	NOUN
ajee-6041	131	205	)	)	PUNCT
ajee-6041	131	206	14.70	14.70	NUM
ajee-6041	131	207	±	±	NUM
ajee-6041	131	208	2.12	2.12	NUM
ajee-6041	131	209	7.86	7.86	NUM
ajee-6041	131	210	±	±	NUM
ajee-6041	131	211	2.29	2.29	NUM
ajee-6041	131	212	14.37	14.37	NUM
ajee-6041	131	213	±	±	NUM
ajee-6041	131	214	2.14	2.14	NUM
ajee-6041	131	215	7.42	7.42	NUM
ajee-6041	131	216	±	±	NUM
ajee-6041	131	217	1.99	1.99	NUM
ajee-6041	131	218	500	500	NUM
ajee-6041	131	219	hardness	hardness	NOUN
ajee-6041	131	220	(	(	PUNCT
ajee-6041	131	221	mg	mg	PROPN
ajee-6041	131	222	/	/	SYM
ajee-6041	131	223	l	l	NOUN
ajee-6041	131	224	)	)	PUNCT
ajee-6041	131	225	80.01	80.01	NUM
ajee-6041	131	226	±	±	NUM
ajee-6041	131	227	12.96	12.96	NUM
ajee-6041	131	228	28.01	28.01	NUM
ajee-6041	131	229	±	±	NUM
ajee-6041	131	230	12.13	12.13	NUM
ajee-6041	131	231	70.68	70.68	NUM
ajee-6041	131	232	±	±	NUM
ajee-6041	131	233	12.47	12.47	NUM
ajee-6041	131	234	29.67	29.67	NUM
ajee-6041	131	235	±	±	NUM
ajee-6041	131	236	14.70	14.70	NUM
ajee-6041	131	237	500	500	NUM
ajee-6041	131	238	turbidity	turbidity	NOUN
ajee-6041	131	239	(	(	PUNCT
ajee-6041	131	240	ntu	ntu	PROPN
ajee-6041	131	241	)	)	PUNCT
ajee-6041	131	242	51.69	51.69	NUM
ajee-6041	131	243	±	±	NUM
ajee-6041	131	244	9.25	9.25	NUM
ajee-6041	131	245	24.31	24.31	NUM
ajee-6041	131	246	±	±	NUM
ajee-6041	131	247	6.65	6.65	NUM
ajee-6041	131	248	52.85	52.85	NUM
ajee-6041	131	249	±	±	NUM
ajee-6041	131	250	5.82	5.82	NUM
ajee-6041	131	251	19.82	19.82	NUM
ajee-6041	131	252	±	±	NUM
ajee-6041	131	253	8.15	8.15	NUM
ajee-6041	131	254	5	5	NUM
ajee-6041	131	255	temperature	temperature	NOUN
ajee-6041	131	256	(	(	PUNCT
ajee-6041	131	257	°	°	ADP
ajee-6041	131	258	c	c	NOUN
ajee-6041	131	259	)	)	PUNCT
ajee-6041	131	260	30.36	30.36	NUM
ajee-6041	131	261	±	±	NUM
ajee-6041	131	262	0.68	0.68	NUM
ajee-6041	131	263	26.99	26.99	NUM
ajee-6041	131	264	±	±	NUM
ajee-6041	131	265	0.68	0.68	NUM
ajee-6041	131	266	30.02	30.02	NUM
ajee-6041	131	267	±	±	NUM
ajee-6041	131	268	0.61	0.61	NUM
ajee-6041	131	269	27.46	27.46	NUM
ajee-6041	131	270	±	±	NUM
ajee-6041	131	271	0.78	0.78	NUM
ajee-6041	131	272	34	34	NUM
ajee-6041	131	273	po₄³⁻	po₄³⁻	NOUN
ajee-6041	131	274	(	(	PUNCT
ajee-6041	131	275	mg	mg	PROPN
ajee-6041	131	276	/	/	SYM
ajee-6041	131	277	l	l	NOUN
ajee-6041	131	278	)	)	PUNCT
ajee-6041	131	279	93.98	93.98	NUM
ajee-6041	131	280	±	±	NUM
ajee-6041	131	281	17.39	17.39	NUM
ajee-6041	131	282	27.47	27.47	NUM
ajee-6041	131	283	±	±	NUM
ajee-6041	131	284	17.05	17.05	NUM
ajee-6041	131	285	96.04	96.04	NUM
ajee-6041	131	286	±	±	NUM
ajee-6041	131	287	15.27	15.27	NUM
ajee-6041	131	288	44.04	44.04	NUM
ajee-6041	131	289	±	±	NUM
ajee-6041	131	290	19.11	19.11	NUM
ajee-6041	131	291	5	5	NUM
ajee-6041	131	292	figure	figure	NOUN
ajee-6041	131	293	3	3	NUM
ajee-6041	131	294	:	:	PUNCT
ajee-6041	131	295	seasonal	seasonal	ADJ
ajee-6041	131	296	variation	variation	NOUN
ajee-6041	131	297	of	of	ADP
ajee-6041	131	298	key	key	ADJ
ajee-6041	131	299	water	water	NOUN
ajee-6041	131	300	quality	quality	NOUN
ajee-6041	131	301	parameters	parameter	NOUN
ajee-6041	131	302	in	in	ADP
ajee-6041	131	303	ogun	ogun	PROPN
ajee-6041	131	304	and	and	CCONJ
ajee-6041	131	305	oshun	oshun	NOUN
ajee-6041	131	306	rivers	river	NOUN
ajee-6041	131	307	pa	pa	PROPN
ajee-6041	131	308	ge	ge	PROPN
ajee-6041	131	309	21	21	NUM
ajee-6041	131	310	0	0	NUM
ajee-6041	131	311	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	131	312	am	am	NOUN
ajee-6041	131	313	.	.	PUNCT
ajee-6041	132	1	j.	j.	PROPN
ajee-6041	132	2	environ	environ	PROPN
ajee-6041	132	3	econ	econ	PROPN
ajee-6041	132	4	.	.	PUNCT
ajee-6041	133	1	4(1	4(1	X
ajee-6041	133	2	)	)	PUNCT
ajee-6041	134	1	205	205	NUM
ajee-6041	134	2	-	-	SYM
ajee-6041	134	3	220	220	NUM
ajee-6041	134	4	,	,	PUNCT
ajee-6041	134	5	2025	2025	NUM
ajee-6041	134	6	figure	figure	NOUN
ajee-6041	134	7	3	3	NUM
ajee-6041	134	8	further	far	ADV
ajee-6041	134	9	shows	show	VERB
ajee-6041	134	10	the	the	DET
ajee-6041	134	11	distribution	distribution	NOUN
ajee-6041	134	12	of	of	ADP
ajee-6041	134	13	sodium	sodium	NOUN
ajee-6041	134	14	,	,	PUNCT
ajee-6041	134	15	phosphate	phosphate	NOUN
ajee-6041	134	16	,	,	PUNCT
ajee-6041	134	17	turbidity	turbidity	NOUN
ajee-6041	134	18	,	,	PUNCT
ajee-6041	134	19	and	and	CCONJ
ajee-6041	134	20	total	total	ADJ
ajee-6041	134	21	dissolved	dissolved	ADJ
ajee-6041	134	22	solids	solid	NOUN
ajee-6041	134	23	(	(	PUNCT
ajee-6041	134	24	tds	tds	PROPN
ajee-6041	134	25	)	)	PUNCT
ajee-6041	134	26	under	under	ADP
ajee-6041	134	27	wet	wet	ADJ
ajee-6041	134	28	and	and	CCONJ
ajee-6041	134	29	dry	dry	ADJ
ajee-6041	134	30	season	season	NOUN
ajee-6041	134	31	conditions	condition	NOUN
ajee-6041	134	32	.	.	PUNCT
ajee-6041	135	1	across	across	ADP
ajee-6041	135	2	all	all	DET
ajee-6041	135	3	parameters	parameter	NOUN
ajee-6041	135	4	,	,	PUNCT
ajee-6041	135	5	dry	dry	ADJ
ajee-6041	135	6	season	season	NOUN
ajee-6041	135	7	concentrations	concentration	NOUN
ajee-6041	135	8	were	be	AUX
ajee-6041	135	9	consistently	consistently	ADV
ajee-6041	135	10	higher	high	ADJ
ajee-6041	135	11	than	than	ADP
ajee-6041	135	12	wet	wet	ADJ
ajee-6041	135	13	season	season	NOUN
ajee-6041	135	14	values	value	NOUN
ajee-6041	135	15	.	.	PUNCT
ajee-6041	136	1	for	for	ADP
ajee-6041	136	2	instance	instance	NOUN
ajee-6041	136	3	,	,	PUNCT
ajee-6041	136	4	sodium	sodium	NOUN
ajee-6041	136	5	and	and	CCONJ
ajee-6041	136	6	tds	tds	PROPN
ajee-6041	136	7	were	be	AUX
ajee-6041	136	8	elevated	elevate	VERB
ajee-6041	136	9	during	during	ADP
ajee-6041	136	10	the	the	DET
ajee-6041	136	11	dry	dry	ADJ
ajee-6041	136	12	season	season	NOUN
ajee-6041	136	13	,	,	PUNCT
ajee-6041	136	14	reflecting	reflect	VERB
ajee-6041	136	15	limited	limited	ADJ
ajee-6041	136	16	dilution	dilution	NOUN
ajee-6041	136	17	capacity	capacity	NOUN
ajee-6041	136	18	due	due	ADP
ajee-6041	136	19	to	to	ADP
ajee-6041	136	20	reduced	reduce	VERB
ajee-6041	136	21	river	river	NOUN
ajee-6041	136	22	discharge	discharge	NOUN
ajee-6041	136	23	,	,	PUNCT
ajee-6041	136	24	leading	lead	VERB
ajee-6041	136	25	to	to	AUX
ajee-6041	136	26	solute	solute	VERB
ajee-6041	136	27	concentration	concentration	NOUN
ajee-6041	136	28	effects	effect	NOUN
ajee-6041	136	29	.	.	PUNCT
ajee-6041	137	1	similarly	similarly	ADV
ajee-6041	137	2	,	,	PUNCT
ajee-6041	137	3	phosphate	phosphate	ADJ
ajee-6041	137	4	enrichment	enrichment	NOUN
ajee-6041	137	5	and	and	CCONJ
ajee-6041	137	6	turbidity	turbidity	NOUN
ajee-6041	137	7	peaks	peak	NOUN
ajee-6041	137	8	in	in	ADP
ajee-6041	137	9	the	the	DET
ajee-6041	137	10	dry	dry	ADJ
ajee-6041	137	11	season	season	NOUN
ajee-6041	137	12	indicate	indicate	VERB
ajee-6041	137	13	anthropogenic	anthropogenic	ADJ
ajee-6041	137	14	inputs	input	NOUN
ajee-6041	137	15	such	such	ADJ
ajee-6041	137	16	as	as	ADP
ajee-6041	137	17	agricultural	agricultural	ADJ
ajee-6041	137	18	runoff	runoff	NOUN
ajee-6041	137	19	and	and	CCONJ
ajee-6041	137	20	effluent	effluent	ADJ
ajee-6041	137	21	discharges	discharge	NOUN
ajee-6041	137	22	becoming	become	VERB
ajee-6041	137	23	more	more	ADV
ajee-6041	137	24	pronounced	pronounced	ADJ
ajee-6041	137	25	when	when	SCONJ
ajee-6041	137	26	flow	flow	NOUN
ajee-6041	137	27	is	be	AUX
ajee-6041	137	28	lower	low	ADJ
ajee-6041	137	29	.	.	PUNCT
ajee-6041	138	1	these	these	DET
ajee-6041	138	2	patterns	pattern	NOUN
ajee-6041	138	3	align	align	VERB
ajee-6041	138	4	with	with	ADP
ajee-6041	138	5	findings	finding	NOUN
ajee-6041	138	6	in	in	ADP
ajee-6041	138	7	nigerian	nigerian	ADJ
ajee-6041	138	8	rivers	river	NOUN
ajee-6041	138	9	where	where	SCONJ
ajee-6041	138	10	seasonal	seasonal	ADJ
ajee-6041	138	11	hydrological	hydrological	ADJ
ajee-6041	138	12	variability	variability	NOUN
ajee-6041	138	13	strongly	strongly	ADV
ajee-6041	138	14	modulates	modulate	VERB
ajee-6041	138	15	pollutant	pollutant	ADJ
ajee-6041	138	16	dynamics	dynamic	NOUN
ajee-6041	138	17	(	(	PUNCT
ajee-6041	138	18	ezekiel	ezekiel	PROPN
ajee-6041	138	19	et	et	PROPN
ajee-6041	138	20	al	al	PROPN
ajee-6041	138	21	.	.	PROPN
ajee-6041	138	22	,	,	PUNCT
ajee-6041	138	23	2019	2019	NUM
ajee-6041	138	24	;	;	PUNCT
ajee-6041	138	25	adewumi	adewumi	PROPN
ajee-6041	138	26	et	et	PROPN
ajee-6041	138	27	al	al	PROPN
ajee-6041	138	28	.	.	PROPN
ajee-6041	138	29	,	,	PUNCT
ajee-6041	138	30	2022	2022	NUM
ajee-6041	138	31	)	)	PUNCT
ajee-6041	138	32	.	.	PUNCT
ajee-6041	139	1	comparable	comparable	ADJ
ajee-6041	139	2	results	result	NOUN
ajee-6041	139	3	have	have	AUX
ajee-6041	139	4	also	also	ADV
ajee-6041	139	5	been	be	AUX
ajee-6041	139	6	reported	report	VERB
ajee-6041	139	7	in	in	ADP
ajee-6041	139	8	the	the	DET
ajee-6041	139	9	nile	nile	PROPN
ajee-6041	139	10	basin	basin	PROPN
ajee-6041	139	11	and	and	CCONJ
ajee-6041	139	12	indian	indian	ADJ
ajee-6041	139	13	rivers	river	NOUN
ajee-6041	139	14	,	,	PUNCT
ajee-6041	139	15	where	where	SCONJ
ajee-6041	139	16	dry	dry	ADJ
ajee-6041	139	17	season	season	NOUN
ajee-6041	139	18	water	water	NOUN
ajee-6041	139	19	quality	quality	NOUN
ajee-6041	139	20	degradation	degradation	NOUN
ajee-6041	139	21	is	be	AUX
ajee-6041	139	22	linked	link	VERB
ajee-6041	139	23	to	to	ADP
ajee-6041	139	24	reduced	reduced	ADJ
ajee-6041	139	25	dilution	dilution	NOUN
ajee-6041	139	26	and	and	CCONJ
ajee-6041	139	27	increased	increase	VERB
ajee-6041	139	28	pollutant	pollutant	ADJ
ajee-6041	139	29	retention	retention	NOUN
ajee-6041	139	30	(	(	PUNCT
ajee-6041	139	31	elhassan	elhassan	NOUN
ajee-6041	139	32	et	et	PROPN
ajee-6041	139	33	al	al	PROPN
ajee-6041	139	34	.	.	PROPN
ajee-6041	139	35	,	,	PUNCT
ajee-6041	139	36	2023	2023	NUM
ajee-6041	139	37	;	;	PUNCT
ajee-6041	139	38	gupta	gupta	PROPN
ajee-6041	139	39	et	et	PROPN
ajee-6041	139	40	al	al	PROPN
ajee-6041	139	41	.	.	PROPN
ajee-6041	139	42	,	,	PUNCT
ajee-6041	139	43	2022	2022	NUM
ajee-6041	139	44	)	)	PUNCT
ajee-6041	139	45	.	.	PUNCT
ajee-6041	140	1	regression	regression	VERB
ajee-6041	140	2	analysis	analysis	NOUN
ajee-6041	140	3	and	and	CCONJ
ajee-6041	140	4	predictive	predictive	NOUN
ajee-6041	140	5	modelling	model	VERB
ajee-6041	140	6	the	the	DET
ajee-6041	140	7	regression	regression	NOUN
ajee-6041	140	8	models	model	NOUN
ajee-6041	140	9	developed	develop	VERB
ajee-6041	140	10	for	for	ADP
ajee-6041	140	11	ogun	ogun	NOUN
ajee-6041	140	12	and	and	CCONJ
ajee-6041	140	13	oshun	oshun	NOUN
ajee-6041	140	14	rivers	river	NOUN
ajee-6041	140	15	provided	provide	VERB
ajee-6041	140	16	valuable	valuable	ADJ
ajee-6041	140	17	insights	insight	NOUN
ajee-6041	140	18	into	into	ADP
ajee-6041	140	19	the	the	DET
ajee-6041	140	20	interrelationships	interrelationship	NOUN
ajee-6041	140	21	among	among	ADP
ajee-6041	140	22	physicochemical	physicochemical	ADJ
ajee-6041	140	23	parameters	parameter	NOUN
ajee-6041	140	24	and	and	CCONJ
ajee-6041	140	25	their	their	PRON
ajee-6041	140	26	potential	potential	ADJ
ajee-6041	140	27	use	use	NOUN
ajee-6041	140	28	in	in	ADP
ajee-6041	140	29	predictive	predictive	ADJ
ajee-6041	140	30	water	water	NOUN
ajee-6041	140	31	quality	quality	NOUN
ajee-6041	140	32	modelling	modelling	NOUN
ajee-6041	140	33	.	.	PUNCT
ajee-6041	141	1	multiple	multiple	ADJ
ajee-6041	141	2	linear	linear	ADJ
ajee-6041	141	3	regression	regression	NOUN
ajee-6041	141	4	(	(	PUNCT
ajee-6041	141	5	mlr	mlr	NOUN
ajee-6041	141	6	)	)	PUNCT
ajee-6041	141	7	results	result	NOUN
ajee-6041	141	8	demonstrated	demonstrate	VERB
ajee-6041	141	9	that	that	SCONJ
ajee-6041	141	10	sodium	sodium	NOUN
ajee-6041	141	11	(	(	PUNCT
ajee-6041	141	12	na⁺	na⁺	PROPN
ajee-6041	141	13	)	)	PUNCT
ajee-6041	141	14	was	be	AUX
ajee-6041	141	15	the	the	DET
ajee-6041	141	16	most	most	ADV
ajee-6041	141	17	consistent	consistent	ADJ
ajee-6041	141	18	and	and	CCONJ
ajee-6041	141	19	significant	significant	ADJ
ajee-6041	141	20	predictor	predictor	NOUN
ajee-6041	141	21	variable	variable	NOUN
ajee-6041	141	22	across	across	ADP
ajee-6041	141	23	both	both	DET
ajee-6041	141	24	rivers	river	NOUN
ajee-6041	141	25	and	and	CCONJ
ajee-6041	141	26	seasons	season	NOUN
ajee-6041	141	27	(	(	PUNCT
ajee-6041	141	28	tables	table	NOUN
ajee-6041	141	29	3–6	3–6	NUM
ajee-6041	141	30	)	)	PUNCT
ajee-6041	141	31	.	.	PUNCT
ajee-6041	142	1	this	this	DET
ajee-6041	142	2	dominance	dominance	NOUN
ajee-6041	142	3	of	of	ADP
ajee-6041	142	4	sodium	sodium	NOUN
ajee-6041	142	5	suggests	suggest	VERB
ajee-6041	142	6	that	that	SCONJ
ajee-6041	142	7	it	it	PRON
ajee-6041	142	8	is	be	AUX
ajee-6041	142	9	a	a	DET
ajee-6041	142	10	central	central	ADJ
ajee-6041	142	11	ion	ion	NOUN
ajee-6041	142	12	regulating	regulate	VERB
ajee-6041	142	13	ionic	ionic	ADJ
ajee-6041	142	14	interactions	interaction	NOUN
ajee-6041	142	15	,	,	PUNCT
ajee-6041	142	16	and	and	CCONJ
ajee-6041	142	17	its	its	PRON
ajee-6041	142	18	concentration	concentration	NOUN
ajee-6041	142	19	changes	change	NOUN
ajee-6041	142	20	reflect	reflect	VERB
ajee-6041	142	21	broader	broad	ADJ
ajee-6041	142	22	hydrochemical	hydrochemical	ADJ
ajee-6041	142	23	dynamics	dynamic	NOUN
ajee-6041	142	24	(	(	PUNCT
ajee-6041	142	25	singh	singh	PROPN
ajee-6041	142	26	et	et	PROPN
ajee-6041	142	27	al	al	PROPN
ajee-6041	142	28	.	.	PROPN
ajee-6041	142	29	,	,	PUNCT
ajee-6041	142	30	2020	2020	NUM
ajee-6041	142	31	)	)	PUNCT
ajee-6041	142	32	.	.	PUNCT
ajee-6041	143	1	in	in	ADP
ajee-6041	143	2	ogun	ogun	PROPN
ajee-6041	143	3	river	river	PROPN
ajee-6041	143	4	,	,	PUNCT
ajee-6041	143	5	dry	dry	ADJ
ajee-6041	143	6	season	season	NOUN
ajee-6041	143	7	regression	regression	NOUN
ajee-6041	143	8	models	model	NOUN
ajee-6041	143	9	showed	show	VERB
ajee-6041	143	10	strong	strong	ADJ
ajee-6041	143	11	predictive	predictive	ADJ
ajee-6041	143	12	relationships	relationship	NOUN
ajee-6041	143	13	with	with	ADP
ajee-6041	143	14	high	high	ADJ
ajee-6041	143	15	coefficients	coefficient	NOUN
ajee-6041	143	16	of	of	ADP
ajee-6041	143	17	determination	determination	NOUN
ajee-6041	143	18	(	(	PUNCT
ajee-6041	143	19	r²	r²	NOUN
ajee-6041	143	20	=	=	NOUN
ajee-6041	143	21	0.88	0.88	NUM
ajee-6041	143	22	)	)	PUNCT
ajee-6041	143	23	.	.	PUNCT
ajee-6041	144	1	phosphate	phosphate	NOUN
ajee-6041	144	2	(	(	PUNCT
ajee-6041	144	3	po₄³⁻	po₄³⁻	NOUN
ajee-6041	144	4	)	)	PUNCT
ajee-6041	144	5	and	and	CCONJ
ajee-6041	144	6	turbidity	turbidity	NOUN
ajee-6041	144	7	were	be	AUX
ajee-6041	144	8	particularly	particularly	ADV
ajee-6041	144	9	well	well	ADV
ajee-6041	144	10	predicted	predict	VERB
ajee-6041	144	11	by	by	ADP
ajee-6041	144	12	sodium	sodium	NOUN
ajee-6041	144	13	,	,	PUNCT
ajee-6041	144	14	potassium	potassium	NOUN
ajee-6041	144	15	,	,	PUNCT
ajee-6041	144	16	and	and	CCONJ
ajee-6041	144	17	sulphate	sulphate	NOUN
ajee-6041	144	18	,	,	PUNCT
ajee-6041	144	19	indicating	indicate	VERB
ajee-6041	144	20	that	that	SCONJ
ajee-6041	144	21	these	these	DET
ajee-6041	144	22	parameters	parameter	NOUN
ajee-6041	144	23	share	share	VERB
ajee-6041	144	24	common	common	ADJ
ajee-6041	144	25	anthropogenic	anthropogenic	ADJ
ajee-6041	144	26	sources	source	NOUN
ajee-6041	144	27	such	such	ADJ
ajee-6041	144	28	as	as	ADP
ajee-6041	144	29	agricultural	agricultural	ADJ
ajee-6041	144	30	runoff	runoff	NOUN
ajee-6041	144	31	and	and	CCONJ
ajee-6041	144	32	domestic	domestic	ADJ
ajee-6041	144	33	wastewater	wastewater	NOUN
ajee-6041	144	34	(	(	PUNCT
ajee-6041	144	35	akinbile	akinbile	NOUN
ajee-6041	144	36	et	et	PROPN
ajee-6041	144	37	al	al	PROPN
ajee-6041	144	38	.	.	PROPN
ajee-6041	144	39	,	,	PUNCT
ajee-6041	144	40	2019	2019	NUM
ajee-6041	144	41	)	)	PUNCT
ajee-6041	144	42	.	.	PUNCT
ajee-6041	145	1	similarly	similarly	ADV
ajee-6041	145	2	,	,	PUNCT
ajee-6041	145	3	tds	tds	PROPN
ajee-6041	145	4	showed	show	VERB
ajee-6041	145	5	strong	strong	ADJ
ajee-6041	145	6	correlation	correlation	NOUN
ajee-6041	145	7	with	with	ADP
ajee-6041	145	8	sodium	sodium	NOUN
ajee-6041	145	9	and	and	CCONJ
ajee-6041	145	10	chloride	chloride	NOUN
ajee-6041	145	11	,	,	PUNCT
ajee-6041	145	12	highlighting	highlight	VERB
ajee-6041	145	13	the	the	DET
ajee-6041	145	14	combined	combined	ADJ
ajee-6041	145	15	influence	influence	NOUN
ajee-6041	145	16	of	of	ADP
ajee-6041	145	17	salinity	salinity	NOUN
ajee-6041	145	18	and	and	CCONJ
ajee-6041	145	19	ionic	ionic	ADJ
ajee-6041	145	20	balance	balance	NOUN
ajee-6041	145	21	.	.	PUNCT
ajee-6041	146	1	the	the	DET
ajee-6041	146	2	robustness	robustness	NOUN
ajee-6041	146	3	of	of	ADP
ajee-6041	146	4	ogun	ogun	PROPN
ajee-6041	146	5	river	river	PROPN
ajee-6041	146	6	dry	dry	ADJ
ajee-6041	146	7	season	season	NOUN
ajee-6041	146	8	models	model	NOUN
ajee-6041	146	9	underscores	underscore	VERB
ajee-6041	146	10	the	the	DET
ajee-6041	146	11	relatively	relatively	ADV
ajee-6041	146	12	stable	stable	ADJ
ajee-6041	146	13	hydrological	hydrological	ADJ
ajee-6041	146	14	regime	regime	NOUN
ajee-6041	146	15	during	during	ADP
ajee-6041	146	16	this	this	DET
ajee-6041	146	17	period	period	NOUN
ajee-6041	146	18	,	,	PUNCT
ajee-6041	146	19	where	where	SCONJ
ajee-6041	146	20	limited	limited	ADJ
ajee-6041	146	21	dilution	dilution	NOUN
ajee-6041	146	22	enhances	enhance	VERB
ajee-6041	146	23	ion	ion	NOUN
ajee-6041	146	24	–	–	PUNCT
ajee-6041	146	25	ion	ion	NOUN
ajee-6041	146	26	relationships	relationship	NOUN
ajee-6041	146	27	.	.	PUNCT
ajee-6041	147	1	the	the	DET
ajee-6041	147	2	oshun	oshun	PROPN
ajee-6041	147	3	river	river	PROPN
ajee-6041	147	4	exhibited	exhibit	VERB
ajee-6041	147	5	a	a	DET
ajee-6041	147	6	similar	similar	ADJ
ajee-6041	147	7	trend	trend	NOUN
ajee-6041	147	8	,	,	PUNCT
ajee-6041	147	9	with	with	ADP
ajee-6041	147	10	dry	dry	ADJ
ajee-6041	147	11	season	season	NOUN
ajee-6041	147	12	regression	regression	NOUN
ajee-6041	147	13	models	model	NOUN
ajee-6041	147	14	achieving	achieve	VERB
ajee-6041	147	15	the	the	DET
ajee-6041	147	16	highest	high	ADJ
ajee-6041	147	17	predictive	predictive	ADJ
ajee-6041	147	18	power	power	NOUN
ajee-6041	147	19	(	(	PUNCT
ajee-6041	147	20	r²	r²	NOUN
ajee-6041	147	21	=	=	NOUN
ajee-6041	147	22	0.90	0.90	NUM
ajee-6041	147	23	)	)	PUNCT
ajee-6041	147	24	.	.	PUNCT
ajee-6041	148	1	phosphate	phosphate	NOUN
ajee-6041	148	2	,	,	PUNCT
ajee-6041	148	3	turbidity	turbidity	NOUN
ajee-6041	148	4	,	,	PUNCT
ajee-6041	148	5	and	and	CCONJ
ajee-6041	148	6	tds	tds	NOUN
ajee-6041	148	7	were	be	AUX
ajee-6041	148	8	effectively	effectively	ADV
ajee-6041	148	9	modelled	model	VERB
ajee-6041	148	10	using	use	VERB
ajee-6041	148	11	sodium	sodium	NOUN
ajee-6041	148	12	,	,	PUNCT
ajee-6041	148	13	hardness	hardness	NOUN
ajee-6041	148	14	,	,	PUNCT
ajee-6041	148	15	and	and	CCONJ
ajee-6041	148	16	magnesium	magnesium	NOUN
ajee-6041	148	17	as	as	ADP
ajee-6041	148	18	key	key	ADJ
ajee-6041	148	19	predictors	predictor	NOUN
ajee-6041	148	20	.	.	PUNCT
ajee-6041	149	1	the	the	DET
ajee-6041	149	2	results	result	NOUN
ajee-6041	149	3	confirm	confirm	VERB
ajee-6041	149	4	that	that	SCONJ
ajee-6041	149	5	dry	dry	ADJ
ajee-6041	149	6	season	season	NOUN
ajee-6041	149	7	conditions	condition	NOUN
ajee-6041	149	8	provide	provide	VERB
ajee-6041	149	9	stronger	strong	ADJ
ajee-6041	149	10	regression	regression	NOUN
ajee-6041	149	11	reliability	reliability	NOUN
ajee-6041	149	12	due	due	ADP
ajee-6041	149	13	to	to	ADP
ajee-6041	149	14	reduced	reduce	VERB
ajee-6041	149	15	variability	variability	NOUN
ajee-6041	149	16	in	in	ADP
ajee-6041	149	17	discharge	discharge	NOUN
ajee-6041	149	18	and	and	CCONJ
ajee-6041	149	19	ionic	ionic	ADJ
ajee-6041	149	20	composition	composition	NOUN
ajee-6041	149	21	.	.	PUNCT
ajee-6041	150	1	in	in	ADP
ajee-6041	150	2	contrast	contrast	NOUN
ajee-6041	150	3	,	,	PUNCT
ajee-6041	150	4	wet	wet	ADJ
ajee-6041	150	5	season	season	NOUN
ajee-6041	150	6	regression	regression	NOUN
ajee-6041	150	7	models	model	NOUN
ajee-6041	150	8	for	for	ADP
ajee-6041	150	9	both	both	DET
ajee-6041	150	10	rivers	river	NOUN
ajee-6041	150	11	yielded	yield	VERB
ajee-6041	150	12	lower	low	ADJ
ajee-6041	150	13	r²	r²	NOUN
ajee-6041	150	14	values	value	NOUN
ajee-6041	150	15	(	(	PUNCT
ajee-6041	150	16	0.65–0.72	0.65–0.72	NOUN
ajee-6041	150	17	)	)	PUNCT
ajee-6041	150	18	,	,	PUNCT
ajee-6041	150	19	reflecting	reflect	VERB
ajee-6041	150	20	the	the	DET
ajee-6041	150	21	influence	influence	NOUN
ajee-6041	150	22	of	of	ADP
ajee-6041	150	23	rainfall	rainfall	NOUN
ajee-6041	150	24	-	-	PUNCT
ajee-6041	150	25	driven	drive	VERB
ajee-6041	150	26	dilution	dilution	NOUN
ajee-6041	150	27	,	,	PUNCT
ajee-6041	150	28	sediment	sediment	NOUN
ajee-6041	150	29	resuspension	resuspension	NOUN
ajee-6041	150	30	,	,	PUNCT
ajee-6041	150	31	and	and	CCONJ
ajee-6041	150	32	non	non	ADJ
ajee-6041	150	33	-	-	ADJ
ajee-6041	150	34	point	point	ADJ
ajee-6041	150	35	source	source	NOUN
ajee-6041	150	36	inputs	input	NOUN
ajee-6041	150	37	that	that	PRON
ajee-6041	150	38	introduce	introduce	VERB
ajee-6041	150	39	variability	variability	NOUN
ajee-6041	150	40	into	into	ADP
ajee-6041	150	41	the	the	DET
ajee-6041	150	42	system	system	NOUN
ajee-6041	150	43	(	(	PUNCT
ajee-6041	150	44	yidana	yidana	PROPN
ajee-6041	150	45	et	et	PROPN
ajee-6041	150	46	al	al	PROPN
ajee-6041	150	47	.	.	PROPN
ajee-6041	150	48	,	,	PUNCT
ajee-6041	150	49	2020	2020	NUM
ajee-6041	150	50	)	)	PUNCT
ajee-6041	150	51	.	.	PUNCT
ajee-6041	151	1	to	to	PART
ajee-6041	151	2	improve	improve	VERB
ajee-6041	151	3	predictive	predictive	ADJ
ajee-6041	151	4	accuracy	accuracy	NOUN
ajee-6041	151	5	,	,	PUNCT
ajee-6041	151	6	nonlinear	nonlinear	ADJ
ajee-6041	151	7	regression	regression	NOUN
ajee-6041	151	8	approaches	approach	NOUN
ajee-6041	151	9	were	be	AUX
ajee-6041	151	10	also	also	ADV
ajee-6041	151	11	tested	test	VERB
ajee-6041	151	12	.	.	PUNCT
ajee-6041	152	1	polynomial	polynomial	ADJ
ajee-6041	152	2	regression	regression	NOUN
ajee-6041	152	3	(	(	PUNCT
ajee-6041	152	4	second	second	ADJ
ajee-6041	152	5	-	-	PUNCT
ajee-6041	152	6	order	order	NOUN
ajee-6041	152	7	)	)	PUNCT
ajee-6041	152	8	provided	provide	VERB
ajee-6041	152	9	modest	modest	ADJ
ajee-6041	152	10	improvements	improvement	NOUN
ajee-6041	152	11	over	over	ADP
ajee-6041	152	12	linear	linear	ADJ
ajee-6041	152	13	models	model	NOUN
ajee-6041	152	14	,	,	PUNCT
ajee-6041	152	15	raising	raise	VERB
ajee-6041	152	16	r²	r²	ADJ
ajee-6041	152	17	values	value	NOUN
ajee-6041	152	18	from	from	ADP
ajee-6041	152	19	~0.74	~0.74	PUNCT
ajee-6041	152	20	to	to	PART
ajee-6041	152	21	~0.80	~0.80	PUNCT
ajee-6041	152	22	in	in	ADP
ajee-6041	152	23	wet	wet	ADJ
ajee-6041	152	24	season	season	NOUN
ajee-6041	152	25	datasets	dataset	NOUN
ajee-6041	152	26	.	.	PUNCT
ajee-6041	153	1	decision	decision	NOUN
ajee-6041	153	2	tree	tree	NOUN
ajee-6041	153	3	regression	regression	NOUN
ajee-6041	153	4	(	(	PUNCT
ajee-6041	153	5	dtr	dtr	NOUN
ajee-6041	153	6	)	)	PUNCT
ajee-6041	153	7	,	,	PUNCT
ajee-6041	153	8	a	a	DET
ajee-6041	153	9	machine	machine	NOUN
ajee-6041	153	10	learning	learning	NOUN
ajee-6041	153	11	technique	technique	NOUN
ajee-6041	153	12	,	,	PUNCT
ajee-6041	153	13	demonstrated	demonstrate	VERB
ajee-6041	153	14	the	the	DET
ajee-6041	153	15	highest	high	ADJ
ajee-6041	153	16	predictive	predictive	ADJ
ajee-6041	153	17	performance	performance	NOUN
ajee-6041	153	18	,	,	PUNCT
ajee-6041	153	19	with	with	ADP
ajee-6041	153	20	r²	r²	NOUN
ajee-6041	153	21	values	value	NOUN
ajee-6041	153	22	exceeding	exceed	VERB
ajee-6041	153	23	0.95	0.95	NUM
ajee-6041	153	24	in	in	ADP
ajee-6041	153	25	dry	dry	ADJ
ajee-6041	153	26	season	season	NOUN
ajee-6041	153	27	datasets	dataset	NOUN
ajee-6041	153	28	and	and	CCONJ
ajee-6041	153	29	~0.87–0.89	~0.87–0.89	NOUN
ajee-6041	153	30	in	in	ADP
ajee-6041	153	31	wet	wet	ADJ
ajee-6041	153	32	season	season	NOUN
ajee-6041	153	33	datasets	dataset	NOUN
ajee-6041	153	34	(	(	PUNCT
ajee-6041	153	35	table	table	NOUN
ajee-6041	153	36	8)	8)	NUM
ajee-6041	153	37	.	.	PUNCT
ajee-6041	154	1	these	these	DET
ajee-6041	154	2	results	result	NOUN
ajee-6041	154	3	are	be	AUX
ajee-6041	154	4	visualized	visualize	VERB
ajee-6041	154	5	in	in	ADP
ajee-6041	154	6	figure	figure	NOUN
ajee-6041	154	7	5	5	NUM
ajee-6041	154	8	,	,	PUNCT
ajee-6041	154	9	which	which	PRON
ajee-6041	154	10	shows	show	VERB
ajee-6041	154	11	that	that	SCONJ
ajee-6041	154	12	decision	decision	NOUN
ajee-6041	154	13	tree	tree	NOUN
ajee-6041	154	14	models	model	NOUN
ajee-6041	154	15	consistently	consistently	ADV
ajee-6041	154	16	outperform	outperform	VERB
ajee-6041	154	17	both	both	CCONJ
ajee-6041	154	18	linear	linear	ADJ
ajee-6041	154	19	and	and	CCONJ
ajee-6041	154	20	polynomial	polynomial	ADJ
ajee-6041	154	21	models	model	NOUN
ajee-6041	154	22	across	across	ADP
ajee-6041	154	23	all	all	DET
ajee-6041	154	24	scenarios	scenario	NOUN
ajee-6041	154	25	.	.	PUNCT
ajee-6041	155	1	the	the	DET
ajee-6041	155	2	superior	superior	ADJ
ajee-6041	155	3	performance	performance	NOUN
ajee-6041	155	4	of	of	ADP
ajee-6041	155	5	decision	decision	NOUN
ajee-6041	155	6	tree	tree	NOUN
ajee-6041	155	7	models	model	NOUN
ajee-6041	155	8	can	can	AUX
ajee-6041	155	9	be	be	AUX
ajee-6041	155	10	attributed	attribute	VERB
ajee-6041	155	11	to	to	ADP
ajee-6041	155	12	their	their	PRON
ajee-6041	155	13	ability	ability	NOUN
ajee-6041	155	14	to	to	PART
ajee-6041	155	15	handle	handle	VERB
ajee-6041	155	16	nonlinearity	nonlinearity	NOUN
ajee-6041	155	17	and	and	CCONJ
ajee-6041	155	18	interaction	interaction	NOUN
ajee-6041	155	19	effects	effect	NOUN
ajee-6041	155	20	among	among	ADP
ajee-6041	155	21	variables	variable	NOUN
ajee-6041	155	22	,	,	PUNCT
ajee-6041	155	23	which	which	PRON
ajee-6041	155	24	are	be	AUX
ajee-6041	155	25	common	common	ADJ
ajee-6041	155	26	in	in	ADP
ajee-6041	155	27	natural	natural	ADJ
ajee-6041	155	28	aquatic	aquatic	ADJ
ajee-6041	155	29	systems	system	NOUN
ajee-6041	155	30	(	(	PUNCT
ajee-6041	155	31	khan	khan	PROPN
ajee-6041	155	32	et	et	PROPN
ajee-6041	155	33	al	al	PROPN
ajee-6041	155	34	.	.	PROPN
ajee-6041	155	35	,	,	PUNCT
ajee-6041	155	36	2023	2023	NUM
ajee-6041	155	37	;	;	PUNCT
ajee-6041	155	38	abbasnia	abbasnia	X
ajee-6041	155	39	et	et	PROPN
ajee-6041	155	40	al	al	PROPN
ajee-6041	155	41	.	.	PROPN
ajee-6041	155	42	,	,	PUNCT
ajee-6041	155	43	2019	2019	NUM
ajee-6041	155	44	)	)	PUNCT
ajee-6041	155	45	.	.	PUNCT
ajee-6041	156	1	similar	similar	ADJ
ajee-6041	156	2	findings	finding	NOUN
ajee-6041	156	3	have	have	AUX
ajee-6041	156	4	been	be	AUX
ajee-6041	156	5	reported	report	VERB
ajee-6041	156	6	in	in	ADP
ajee-6041	156	7	recent	recent	ADJ
ajee-6041	156	8	studies	study	NOUN
ajee-6041	156	9	where	where	SCONJ
ajee-6041	156	10	machine	machine	NOUN
ajee-6041	156	11	learning	learning	NOUN
ajee-6041	156	12	outperformed	outperform	VERB
ajee-6041	156	13	classical	classical	ADJ
ajee-6041	156	14	regression	regression	NOUN
ajee-6041	156	15	in	in	ADP
ajee-6041	156	16	predicting	predict	VERB
ajee-6041	156	17	water	water	NOUN
ajee-6041	156	18	quality	quality	NOUN
ajee-6041	156	19	in	in	ADP
ajee-6041	156	20	nigeria	nigeria	PROPN
ajee-6041	156	21	(	(	PUNCT
ajee-6041	156	22	aladejana	aladejana	PROPN
ajee-6041	156	23	et	et	PROPN
ajee-6041	156	24	al	al	PROPN
ajee-6041	156	25	.	.	PROPN
ajee-6041	156	26	,	,	PUNCT
ajee-6041	156	27	2021	2021	NUM
ajee-6041	156	28	)	)	PUNCT
ajee-6041	156	29	,	,	PUNCT
ajee-6041	156	30	south	south	PROPN
ajee-6041	156	31	asia	asia	PROPN
ajee-6041	156	32	(	(	PUNCT
ajee-6041	156	33	rahman	rahman	PROPN
ajee-6041	156	34	et	et	PROPN
ajee-6041	156	35	al	al	PROPN
ajee-6041	156	36	.	.	PROPN
ajee-6041	156	37	,	,	PUNCT
ajee-6041	156	38	2022	2022	NUM
ajee-6041	156	39	)	)	PUNCT
ajee-6041	156	40	,	,	PUNCT
ajee-6041	156	41	and	and	CCONJ
ajee-6041	156	42	east	east	PROPN
ajee-6041	156	43	africa	africa	PROPN
ajee-6041	156	44	(	(	PUNCT
ajee-6041	156	45	mureithi	mureithi	PROPN
ajee-6041	156	46	et	et	PROPN
ajee-6041	156	47	al	al	PROPN
ajee-6041	156	48	.	.	PROPN
ajee-6041	156	49	,	,	PUNCT
ajee-6041	156	50	2021	2021	NUM
ajee-6041	156	51	)	)	PUNCT
ajee-6041	156	52	.	.	PUNCT
ajee-6041	157	1	overall	overall	ADV
ajee-6041	157	2	,	,	PUNCT
ajee-6041	157	3	the	the	DET
ajee-6041	157	4	regression	regression	NOUN
ajee-6041	157	5	and	and	CCONJ
ajee-6041	157	6	predictive	predictive	ADJ
ajee-6041	157	7	modelling	modelling	NOUN
ajee-6041	157	8	analysis	analysis	NOUN
ajee-6041	157	9	highlights	highlight	NOUN
ajee-6041	157	10	sodium	sodium	NOUN
ajee-6041	157	11	as	as	ADP
ajee-6041	157	12	a	a	DET
ajee-6041	157	13	central	central	ADJ
ajee-6041	157	14	predictor	predictor	NOUN
ajee-6041	157	15	ion	ion	NOUN
ajee-6041	157	16	and	and	CCONJ
ajee-6041	157	17	demonstrates	demonstrate	VERB
ajee-6041	157	18	the	the	DET
ajee-6041	157	19	potential	potential	NOUN
ajee-6041	157	20	of	of	ADP
ajee-6041	157	21	machine	machine	NOUN
ajee-6041	157	22	learning	learning	NOUN
ajee-6041	157	23	methods	method	NOUN
ajee-6041	157	24	for	for	ADP
ajee-6041	157	25	accurate	accurate	ADJ
ajee-6041	157	26	forecasting	forecasting	NOUN
ajee-6041	157	27	of	of	ADP
ajee-6041	157	28	key	key	ADJ
ajee-6041	157	29	water	water	NOUN
ajee-6041	157	30	quality	quality	NOUN
ajee-6041	157	31	parameters	parameter	NOUN
ajee-6041	157	32	such	such	ADJ
ajee-6041	157	33	as	as	ADP
ajee-6041	157	34	phosphate	phosphate	NOUN
ajee-6041	157	35	,	,	PUNCT
ajee-6041	157	36	turbidity	turbidity	NOUN
ajee-6041	157	37	,	,	PUNCT
ajee-6041	157	38	and	and	CCONJ
ajee-6041	157	39	tds	tds	PROPN
ajee-6041	157	40	.	.	PUNCT
ajee-6041	158	1	these	these	DET
ajee-6041	158	2	predictive	predictive	ADJ
ajee-6041	158	3	models	model	NOUN
ajee-6041	158	4	are	be	AUX
ajee-6041	158	5	especially	especially	ADV
ajee-6041	158	6	valuable	valuable	ADJ
ajee-6041	158	7	in	in	ADP
ajee-6041	158	8	resource	resource	NOUN
ajee-6041	158	9	-	-	PUNCT
ajee-6041	158	10	limited	limit	VERB
ajee-6041	158	11	contexts	contexts	NOUN
ajee-6041	158	12	where	where	SCONJ
ajee-6041	158	13	laboratory	laboratory	NOUN
ajee-6041	158	14	capacity	capacity	NOUN
ajee-6041	158	15	is	be	AUX
ajee-6041	158	16	constrained	constrain	VERB
ajee-6041	158	17	,	,	PUNCT
ajee-6041	158	18	offering	offer	VERB
ajee-6041	158	19	cost	cost	NOUN
ajee-6041	158	20	-	-	PUNCT
ajee-6041	158	21	effective	effective	ADJ
ajee-6041	158	22	tools	tool	NOUN
ajee-6041	158	23	for	for	ADP
ajee-6041	158	24	early	early	ADJ
ajee-6041	158	25	detection	detection	NOUN
ajee-6041	158	26	of	of	ADP
ajee-6041	158	27	pollution	pollution	NOUN
ajee-6041	158	28	risks	risk	NOUN
ajee-6041	158	29	and	and	CCONJ
ajee-6041	158	30	informed	inform	VERB
ajee-6041	158	31	water	water	NOUN
ajee-6041	158	32	resource	resource	NOUN
ajee-6041	158	33	management	management	NOUN
ajee-6041	158	34	.	.	PUNCT
ajee-6041	159	1	table	table	NOUN
ajee-6041	159	2	2	2	NUM
ajee-6041	159	3	:	:	PUNCT
ajee-6041	159	4	regression	regression	NOUN
ajee-6041	159	5	model	model	NOUN
ajee-6041	159	6	for	for	ADP
ajee-6041	159	7	ogun	ogun	PROPN
ajee-6041	159	8	river	river	PROPN
ajee-6041	159	9	(	(	PUNCT
ajee-6041	159	10	dry	dry	ADJ
ajee-6041	159	11	season	season	NOUN
ajee-6041	159	12	)	)	PUNCT
ajee-6041	159	13	dependent	dependent	ADJ
ajee-6041	159	14	variable	variable	ADJ
ajee-6041	159	15	predictor	predictor	NOUN
ajee-6041	159	16	variables	variable	NOUN
ajee-6041	159	17	regression	regression	VERB
ajee-6041	159	18	equation	equation	NOUN
ajee-6041	159	19	r²	r²	NOUN
ajee-6041	159	20	adj	adj	X
ajee-6041	159	21	.	.	PUNCT
ajee-6041	160	1	r²	r²	VERB
ajee-6041	160	2	sig	sig	NOUN
ajee-6041	160	3	.	.	PUNCT
ajee-6041	161	1	(	(	PUNCT
ajee-6041	161	2	p	p	NOUN
ajee-6041	161	3	)	)	PUNCT
ajee-6041	161	4	po₄³⁻	po₄³⁻	PROPN
ajee-6041	161	5	na⁺	na⁺	PROPN
ajee-6041	161	6	,	,	PUNCT
ajee-6041	161	7	k⁺	k⁺	PROPN
ajee-6041	161	8	,	,	PUNCT
ajee-6041	161	9	so₄²⁻	so₄²⁻	NOUN
ajee-6041	161	10	,	,	PUNCT
ajee-6041	161	11	cl⁻	cl⁻	NOUN
ajee-6041	161	12	po₄³⁻	po₄³⁻	NOUN
ajee-6041	161	13	=	=	SYM
ajee-6041	161	14	12.4	12.4	NUM
ajee-6041	161	15	+	+	NUM
ajee-6041	161	16	0.53na⁺	0.53na⁺	NOUN
ajee-6041	162	1	+	+	CCONJ
ajee-6041	162	2	0.42k⁺	0.42k⁺	NUM
ajee-6041	163	1	+	+	CCONJ
ajee-6041	163	2	0.27so₄²⁻	0.27so₄²⁻	NUM
ajee-6041	163	3	–	–	PUNCT
ajee-6041	163	4	0.18cl⁻	0.18cl⁻	NOUN
ajee-6041	164	1	0.88	0.88	NUM
ajee-6041	164	2	0.84	0.84	NUM
ajee-6041	164	3	<	<	NOUN
ajee-6041	164	4	0.001	0.001	NUM
ajee-6041	164	5	turbidity	turbidity	NOUN
ajee-6041	164	6	na⁺	na⁺	NOUN
ajee-6041	164	7	,	,	PUNCT
ajee-6041	164	8	hardness	hardness	ADJ
ajee-6041	164	9	turbidity	turbidity	NOUN
ajee-6041	164	10	=	=	PUNCT
ajee-6041	164	11	5.2	5.2	NUM
ajee-6041	165	1	+	+	CCONJ
ajee-6041	165	2	0.39na⁺	0.39na⁺	NUM
ajee-6041	166	1	+	+	CCONJ
ajee-6041	166	2	0.28hardness	0.28hardness	NOUN
ajee-6041	166	3	0.81	0.81	NUM
ajee-6041	166	4	0.78	0.78	NUM
ajee-6041	166	5	<	<	SYM
ajee-6041	166	6	0.001	0.001	NUM
ajee-6041	166	7	tds	tds	ADJ
ajee-6041	166	8	na⁺	na⁺	NOUN
ajee-6041	166	9	,	,	PUNCT
ajee-6041	166	10	cl⁻	cl⁻	NOUN
ajee-6041	166	11	tds	td	VERB
ajee-6041	167	1	=	=	PUNCT
ajee-6041	168	1	25.6	25.6	NUM
ajee-6041	168	2	+	+	NUM
ajee-6041	168	3	1.01na⁺	1.01na⁺	NUM
ajee-6041	168	4	+	+	CCONJ
ajee-6041	168	5	0.62cl⁻	0.62cl⁻	NUM
ajee-6041	168	6	0.86	0.86	NUM
ajee-6041	168	7	0.83	0.83	NUM
ajee-6041	168	8	<	<	NOUN
ajee-6041	168	9	0.001	0.001	NUM
ajee-6041	168	10	pa	pa	PROPN
ajee-6041	168	11	ge	ge	PROPN
ajee-6041	168	12	21	21	NUM
ajee-6041	168	13	1	1	NUM
ajee-6041	168	14	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	168	15	am	am	NOUN
ajee-6041	168	16	.	.	PUNCT
ajee-6041	169	1	j.	j.	PROPN
ajee-6041	169	2	environ	environ	PROPN
ajee-6041	169	3	econ	econ	PROPN
ajee-6041	169	4	.	.	PUNCT
ajee-6041	170	1	4(1	4(1	X
ajee-6041	170	2	)	)	PUNCT
ajee-6041	171	1	205	205	NUM
ajee-6041	171	2	-	-	SYM
ajee-6041	171	3	220	220	NUM
ajee-6041	171	4	,	,	PUNCT
ajee-6041	171	5	2025	2025	NUM
ajee-6041	171	6	compliance	compliance	NOUN
ajee-6041	171	7	with	with	ADP
ajee-6041	171	8	who	who	PRON
ajee-6041	171	9	and	and	CCONJ
ajee-6041	171	10	nsdwq	nsdwq	PROPN
ajee-6041	171	11	standards	standard	NOUN
ajee-6041	171	12	the	the	DET
ajee-6041	171	13	compliance	compliance	NOUN
ajee-6041	171	14	analysis	analysis	NOUN
ajee-6041	171	15	revealed	reveal	VERB
ajee-6041	171	16	a	a	DET
ajee-6041	171	17	mixed	mixed	ADJ
ajee-6041	171	18	picture	picture	NOUN
ajee-6041	171	19	of	of	ADP
ajee-6041	171	20	water	water	NOUN
ajee-6041	171	21	quality	quality	NOUN
ajee-6041	171	22	status	status	NOUN
ajee-6041	171	23	in	in	ADP
ajee-6041	171	24	ogun	ogun	PROPN
ajee-6041	171	25	and	and	CCONJ
ajee-6041	171	26	oshun	oshun	NOUN
ajee-6041	171	27	rivers	river	NOUN
ajee-6041	171	28	,	,	PUNCT
ajee-6041	171	29	with	with	ADP
ajee-6041	171	30	some	some	DET
ajee-6041	171	31	parameters	parameter	NOUN
ajee-6041	171	32	consistently	consistently	ADV
ajee-6041	171	33	meeting	meet	VERB
ajee-6041	171	34	international	international	ADJ
ajee-6041	171	35	and	and	CCONJ
ajee-6041	171	36	national	national	ADJ
ajee-6041	171	37	standards	standard	NOUN
ajee-6041	171	38	while	while	SCONJ
ajee-6041	171	39	others	other	NOUN
ajee-6041	171	40	exhibited	exhibit	VERB
ajee-6041	171	41	widespread	widespread	ADJ
ajee-6041	171	42	exceedances	exceedance	NOUN
ajee-6041	171	43	.	.	PUNCT
ajee-6041	172	1	as	as	SCONJ
ajee-6041	172	2	shown	show	VERB
ajee-6041	172	3	in	in	ADP
ajee-6041	172	4	table	table	NOUN
ajee-6041	172	5	7	7	NUM
ajee-6041	172	6	,	,	PUNCT
ajee-6041	172	7	most	most	ADJ
ajee-6041	172	8	cations	cation	NOUN
ajee-6041	172	9	(	(	PUNCT
ajee-6041	172	10	ca²⁺	ca²⁺	NOUN
ajee-6041	172	11	,	,	PUNCT
ajee-6041	172	12	mg²⁺	mg²⁺	NOUN
ajee-6041	172	13	,	,	PUNCT
ajee-6041	172	14	k⁺	k⁺	PROPN
ajee-6041	172	15	)	)	PUNCT
ajee-6041	172	16	,	,	PUNCT
ajee-6041	172	17	anions	anion	NOUN
ajee-6041	172	18	(	(	PUNCT
ajee-6041	172	19	cl⁻	cl⁻	NOUN
ajee-6041	172	20	,	,	PUNCT
ajee-6041	172	21	so₄²⁻	so₄²⁻	NOUN
ajee-6041	172	22	)	)	PUNCT
ajee-6041	172	23	,	,	PUNCT
ajee-6041	172	24	and	and	CCONJ
ajee-6041	172	25	total	total	ADJ
ajee-6041	172	26	dissolved	dissolved	ADJ
ajee-6041	172	27	solids	solid	NOUN
ajee-6041	172	28	(	(	PUNCT
ajee-6041	172	29	tds	tds	PROPN
ajee-6041	172	30	)	)	PUNCT
ajee-6041	172	31	remained	remain	VERB
ajee-6041	172	32	within	within	ADP
ajee-6041	172	33	the	the	DET
ajee-6041	172	34	permissible	permissible	ADJ
ajee-6041	172	35	limits	limit	NOUN
ajee-6041	172	36	set	set	VERB
ajee-6041	172	37	by	by	ADP
ajee-6041	172	38	who	who	PRON
ajee-6041	172	39	(	(	PUNCT
ajee-6041	172	40	2017	2017	NUM
ajee-6041	172	41	)	)	PUNCT
ajee-6041	172	42	and	and	CCONJ
ajee-6041	172	43	nsdwq	nsdwq	PROPN
ajee-6041	172	44	(	(	PUNCT
ajee-6041	172	45	2007	2007	NUM
ajee-6041	172	46	)	)	PUNCT
ajee-6041	172	47	throughout	throughout	ADP
ajee-6041	172	48	both	both	CCONJ
ajee-6041	172	49	wet	wet	ADJ
ajee-6041	172	50	and	and	CCONJ
ajee-6041	172	51	dry	dry	ADJ
ajee-6041	172	52	seasons	season	NOUN
ajee-6041	172	53	.	.	PUNCT
ajee-6041	173	1	this	this	DET
ajee-6041	173	2	compliance	compliance	NOUN
ajee-6041	173	3	indicates	indicate	VERB
ajee-6041	173	4	that	that	SCONJ
ajee-6041	173	5	the	the	DET
ajee-6041	173	6	ionic	ionic	ADJ
ajee-6041	173	7	balance	balance	NOUN
ajee-6041	173	8	and	and	CCONJ
ajee-6041	173	9	overall	overall	ADJ
ajee-6041	173	10	salinity	salinity	NOUN
ajee-6041	173	11	of	of	ADP
ajee-6041	173	12	the	the	DET
ajee-6041	173	13	rivers	river	NOUN
ajee-6041	173	14	are	be	AUX
ajee-6041	173	15	generally	generally	ADV
ajee-6041	173	16	acceptable	acceptable	ADJ
ajee-6041	173	17	for	for	ADP
ajee-6041	173	18	domestic	domestic	ADJ
ajee-6041	173	19	use	use	NOUN
ajee-6041	173	20	and	and	CCONJ
ajee-6041	173	21	irrigation	irrigation	NOUN
ajee-6041	173	22	.	.	PUNCT
ajee-6041	174	1	however	however	ADV
ajee-6041	174	2	,	,	PUNCT
ajee-6041	174	3	significant	significant	ADJ
ajee-6041	174	4	non	non	NOUN
ajee-6041	174	5	-	-	NOUN
ajee-6041	174	6	compliance	compliance	NOUN
ajee-6041	174	7	was	be	AUX
ajee-6041	174	8	observed	observe	VERB
ajee-6041	174	9	for	for	ADP
ajee-6041	174	10	phosphate	phosphate	ADJ
ajee-6041	174	11	(	(	PUNCT
ajee-6041	174	12	po₄³⁻	po₄³⁻	NOUN
ajee-6041	174	13	)	)	PUNCT
ajee-6041	174	14	,	,	PUNCT
ajee-6041	174	15	turbidity	turbidity	NOUN
ajee-6041	174	16	,	,	PUNCT
ajee-6041	174	17	and	and	CCONJ
ajee-6041	174	18	iron	iron	NOUN
ajee-6041	174	19	(	(	PUNCT
ajee-6041	174	20	fe²⁺	fe²⁺	PROPN
ajee-6041	174	21	)	)	PUNCT
ajee-6041	174	22	,	,	PUNCT
ajee-6041	174	23	with	with	ADP
ajee-6041	174	24	exceedance	exceedance	NOUN
ajee-6041	174	25	rates	rate	NOUN
ajee-6041	174	26	varying	vary	VERB
ajee-6041	174	27	seasonally	seasonally	ADV
ajee-6041	174	28	.	.	PUNCT
ajee-6041	175	1	turbidity	turbidity	NOUN
ajee-6041	175	2	recorded	record	VERB
ajee-6041	175	3	the	the	DET
ajee-6041	175	4	highest	high	ADJ
ajee-6041	175	5	rates	rate	NOUN
ajee-6041	175	6	of	of	ADP
ajee-6041	175	7	exceedance	exceedance	NOUN
ajee-6041	175	8	,	,	PUNCT
ajee-6041	175	9	reaching	reach	VERB
ajee-6041	175	10	100	100	NUM
ajee-6041	175	11	%	%	NOUN
ajee-6041	175	12	in	in	ADP
ajee-6041	175	13	ogun	ogun	PROPN
ajee-6041	175	14	river	river	PROPN
ajee-6041	175	15	during	during	ADP
ajee-6041	175	16	the	the	DET
ajee-6041	175	17	dry	dry	ADJ
ajee-6041	175	18	season	season	NOUN
ajee-6041	175	19	and	and	CCONJ
ajee-6041	175	20	remaining	remain	VERB
ajee-6041	175	21	above	above	ADP
ajee-6041	175	22	70	70	NUM
ajee-6041	175	23	%	%	NOUN
ajee-6041	175	24	across	across	ADP
ajee-6041	175	25	all	all	DET
ajee-6041	175	26	river	river	NOUN
ajee-6041	175	27	-	-	PUNCT
ajee-6041	175	28	season	season	NOUN
ajee-6041	175	29	combinations	combination	NOUN
ajee-6041	175	30	.	.	PUNCT
ajee-6041	176	1	this	this	DET
ajee-6041	176	2	pervasive	pervasive	ADJ
ajee-6041	176	3	turbidity	turbidity	NOUN
ajee-6041	176	4	problem	problem	NOUN
ajee-6041	176	5	points	point	VERB
ajee-6041	176	6	to	to	ADP
ajee-6041	176	7	high	high	ADJ
ajee-6041	176	8	suspended	suspend	VERB
ajee-6041	176	9	sediment	sediment	NOUN
ajee-6041	176	10	loads	load	NOUN
ajee-6041	176	11	,	,	PUNCT
ajee-6041	176	12	likely	likely	ADV
ajee-6041	176	13	driven	drive	VERB
ajee-6041	176	14	by	by	ADP
ajee-6041	176	15	erosion	erosion	NOUN
ajee-6041	176	16	,	,	PUNCT
ajee-6041	176	17	catchment	catchment	NOUN
ajee-6041	176	18	degradation	degradation	NOUN
ajee-6041	176	19	,	,	PUNCT
ajee-6041	176	20	and	and	CCONJ
ajee-6041	176	21	domestic	domestic	ADJ
ajee-6041	176	22	waste	waste	NOUN
ajee-6041	176	23	inputs	input	NOUN
ajee-6041	176	24	.	.	PUNCT
ajee-6041	177	1	such	such	ADJ
ajee-6041	177	2	high	high	ADJ
ajee-6041	177	3	turbidity	turbidity	NOUN
ajee-6041	177	4	levels	level	NOUN
ajee-6041	177	5	impair	impair	VERB
ajee-6041	177	6	water	water	NOUN
ajee-6041	177	7	clarity	clarity	NOUN
ajee-6041	177	8	,	,	PUNCT
ajee-6041	177	9	reduce	reduce	VERB
ajee-6041	177	10	light	light	ADJ
ajee-6041	177	11	penetration	penetration	NOUN
ajee-6041	177	12	,	,	PUNCT
ajee-6041	177	13	disrupt	disrupt	VERB
ajee-6041	177	14	photosynthetic	photosynthetic	ADJ
ajee-6041	177	15	processes	process	NOUN
ajee-6041	177	16	,	,	PUNCT
ajee-6041	177	17	and	and	CCONJ
ajee-6041	177	18	provide	provide	VERB
ajee-6041	177	19	a	a	DET
ajee-6041	177	20	medium	medium	NOUN
ajee-6041	177	21	for	for	ADP
ajee-6041	177	22	microbial	microbial	ADJ
ajee-6041	177	23	proliferation	proliferation	NOUN
ajee-6041	177	24	.	.	PUNCT
ajee-6041	178	1	similar	similar	ADJ
ajee-6041	178	2	widespread	widespread	ADJ
ajee-6041	178	3	turbidity	turbidity	NOUN
ajee-6041	178	4	exceedances	exceedance	NOUN
ajee-6041	178	5	have	have	AUX
ajee-6041	178	6	been	be	AUX
ajee-6041	178	7	reported	report	VERB
ajee-6041	178	8	in	in	ADP
ajee-6041	178	9	the	the	DET
ajee-6041	178	10	cross	cross	PROPN
ajee-6041	178	11	river	river	PROPN
ajee-6041	178	12	and	and	CCONJ
ajee-6041	178	13	river	river	NOUN
ajee-6041	178	14	benue	benue	NOUN
ajee-6041	178	15	(	(	PUNCT
ajee-6041	178	16	okafor	okafor	PROPN
ajee-6041	178	17	et	et	PROPN
ajee-6041	178	18	al	al	PROPN
ajee-6041	178	19	.	.	PROPN
ajee-6041	178	20	,	,	PUNCT
ajee-6041	178	21	2018	2018	NUM
ajee-6041	178	22	;	;	PUNCT
ajee-6041	178	23	adeyemo	adeyemo	ADV
ajee-6041	178	24	et	et	PROPN
ajee-6041	178	25	al	al	PROPN
ajee-6041	178	26	.	.	PROPN
ajee-6041	178	27	,	,	PUNCT
ajee-6041	178	28	2020	2020	NUM
ajee-6041	178	29	)	)	PUNCT
ajee-6041	178	30	,	,	PUNCT
ajee-6041	178	31	underscoring	underscore	VERB
ajee-6041	178	32	its	its	PRON
ajee-6041	178	33	significance	significance	NOUN
ajee-6041	178	34	as	as	ADP
ajee-6041	178	35	a	a	DET
ajee-6041	178	36	chronic	chronic	ADJ
ajee-6041	178	37	water	water	NOUN
ajee-6041	178	38	quality	quality	NOUN
ajee-6041	178	39	issue	issue	NOUN
ajee-6041	178	40	in	in	ADP
ajee-6041	178	41	nigeria	nigeria	PROPN
ajee-6041	178	42	.	.	PUNCT
ajee-6041	179	1	the	the	DET
ajee-6041	179	2	dominance	dominance	NOUN
ajee-6041	179	3	of	of	ADP
ajee-6041	179	4	turbidity	turbidity	NOUN
ajee-6041	179	5	exceedances	exceedance	NOUN
ajee-6041	179	6	is	be	AUX
ajee-6041	179	7	further	far	ADV
ajee-6041	179	8	illustrated	illustrate	VERB
ajee-6041	179	9	in	in	ADP
ajee-6041	179	10	figure	figure	NOUN
ajee-6041	179	11	4	4	NUM
ajee-6041	179	12	,	,	PUNCT
ajee-6041	179	13	where	where	SCONJ
ajee-6041	179	14	it	it	PRON
ajee-6041	179	15	clearly	clearly	ADV
ajee-6041	179	16	stands	stand	VERB
ajee-6041	179	17	out	out	ADP
ajee-6041	179	18	as	as	ADP
ajee-6041	179	19	the	the	DET
ajee-6041	179	20	most	most	ADV
ajee-6041	179	21	non	non	ADJ
ajee-6041	179	22	-	-	ADJ
ajee-6041	179	23	compliant	compliant	ADJ
ajee-6041	179	24	parameter	parameter	NOUN
ajee-6041	179	25	.	.	PUNCT
ajee-6041	180	1	phosphate	phosphate	ADJ
ajee-6041	180	2	levels	level	NOUN
ajee-6041	180	3	were	be	AUX
ajee-6041	180	4	also	also	ADV
ajee-6041	180	5	alarmingly	alarmingly	ADV
ajee-6041	180	6	high	high	ADJ
ajee-6041	180	7	,	,	PUNCT
ajee-6041	180	8	with	with	ADP
ajee-6041	180	9	exceedances	exceedance	NOUN
ajee-6041	180	10	in	in	ADP
ajee-6041	180	11	95	95	NUM
ajee-6041	180	12	%	%	NOUN
ajee-6041	180	13	of	of	ADP
ajee-6041	180	14	ogun	ogun	PROPN
ajee-6041	180	15	dry	dry	ADJ
ajee-6041	180	16	season	season	NOUN
ajee-6041	180	17	samples	sample	NOUN
ajee-6041	180	18	and	and	CCONJ
ajee-6041	180	19	60	60	NUM
ajee-6041	180	20	%	%	NOUN
ajee-6041	180	21	of	of	ADP
ajee-6041	180	22	oshun	oshun	NOUN
ajee-6041	180	23	dry	dry	ADJ
ajee-6041	180	24	season	season	NOUN
ajee-6041	180	25	samples	sample	NOUN
ajee-6041	180	26	,	,	PUNCT
ajee-6041	180	27	although	although	SCONJ
ajee-6041	180	28	wet	wet	ADJ
ajee-6041	180	29	season	season	NOUN
ajee-6041	180	30	values	value	NOUN
ajee-6041	180	31	showed	show	VERB
ajee-6041	180	32	moderate	moderate	ADJ
ajee-6041	180	33	reductions	reduction	NOUN
ajee-6041	180	34	(	(	PUNCT
ajee-6041	180	35	75	75	NUM
ajee-6041	180	36	%	%	NOUN
ajee-6041	180	37	and	and	CCONJ
ajee-6041	180	38	40	40	NUM
ajee-6041	180	39	%	%	NOUN
ajee-6041	180	40	respectively	respectively	ADV
ajee-6041	180	41	)	)	PUNCT
ajee-6041	180	42	.	.	PUNCT
ajee-6041	181	1	these	these	DET
ajee-6041	181	2	results	result	NOUN
ajee-6041	181	3	confirm	confirm	VERB
ajee-6041	181	4	that	that	SCONJ
ajee-6041	181	5	nutrient	nutrient	ADJ
ajee-6041	181	6	enrichment	enrichment	NOUN
ajee-6041	181	7	is	be	AUX
ajee-6041	181	8	a	a	DET
ajee-6041	181	9	major	major	ADJ
ajee-6041	181	10	issue	issue	NOUN
ajee-6041	181	11	in	in	ADP
ajee-6041	181	12	both	both	DET
ajee-6041	181	13	rivers	river	NOUN
ajee-6041	181	14	,	,	PUNCT
ajee-6041	181	15	reflecting	reflect	VERB
ajee-6041	181	16	fertilizer	fertilizer	NOUN
ajee-6041	181	17	use	use	NOUN
ajee-6041	181	18	,	,	PUNCT
ajee-6041	181	19	sewage	sewage	NOUN
ajee-6041	181	20	discharges	discharge	NOUN
ajee-6041	181	21	,	,	PUNCT
ajee-6041	181	22	and	and	CCONJ
ajee-6041	181	23	runoff	runoff	NOUN
ajee-6041	181	24	from	from	ADP
ajee-6041	181	25	agricultural	agricultural	ADJ
ajee-6041	181	26	lands	land	NOUN
ajee-6041	181	27	.	.	PUNCT
ajee-6041	182	1	persistent	persistent	ADJ
ajee-6041	182	2	phosphate	phosphate	NOUN
ajee-6041	182	3	exceedances	exceedance	NOUN
ajee-6041	182	4	place	place	VERB
ajee-6041	182	5	the	the	DET
ajee-6041	182	6	rivers	river	NOUN
ajee-6041	182	7	at	at	ADP
ajee-6041	182	8	risk	risk	NOUN
ajee-6041	182	9	of	of	ADP
ajee-6041	182	10	eutrophication	eutrophication	NOUN
ajee-6041	182	11	,	,	PUNCT
ajee-6041	182	12	algal	algal	ADJ
ajee-6041	182	13	blooms	bloom	NOUN
ajee-6041	182	14	,	,	PUNCT
ajee-6041	182	15	and	and	CCONJ
ajee-6041	182	16	long	long	ADJ
ajee-6041	182	17	-	-	PUNCT
ajee-6041	182	18	term	term	NOUN
ajee-6041	182	19	ecological	ecological	ADJ
ajee-6041	182	20	degradation	degradation	NOUN
ajee-6041	182	21	.	.	PUNCT
ajee-6041	183	1	comparable	comparable	ADJ
ajee-6041	183	2	findings	finding	NOUN
ajee-6041	183	3	have	have	AUX
ajee-6041	183	4	been	be	AUX
ajee-6041	183	5	reported	report	VERB
ajee-6041	183	6	in	in	ADP
ajee-6041	183	7	river	river	PROPN
ajee-6041	183	8	kaduna	kaduna	PROPN
ajee-6041	183	9	(	(	PUNCT
ajee-6041	183	10	olayemi	olayemi	PROPN
ajee-6041	183	11	et	et	PROPN
ajee-6041	183	12	al	al	PROPN
ajee-6041	183	13	.	.	PROPN
ajee-6041	183	14	,	,	PUNCT
ajee-6041	183	15	2020	2020	NUM
ajee-6041	183	16	)	)	PUNCT
ajee-6041	183	17	and	and	CCONJ
ajee-6041	183	18	ossiomo	ossiomo	PROPN
ajee-6041	183	19	river	river	PROPN
ajee-6041	183	20	(	(	PUNCT
ajee-6041	183	21	erah	erah	NOUN
ajee-6041	183	22	et	et	PROPN
ajee-6041	183	23	al	al	PROPN
ajee-6041	183	24	.	.	PROPN
ajee-6041	183	25	,	,	PUNCT
ajee-6041	183	26	2019	2019	NUM
ajee-6041	183	27	)	)	PUNCT
ajee-6041	183	28	,	,	PUNCT
ajee-6041	183	29	where	where	SCONJ
ajee-6041	183	30	phosphate	phosphate	ADJ
ajee-6041	183	31	enrichment	enrichment	NOUN
ajee-6041	183	32	was	be	AUX
ajee-6041	183	33	directly	directly	ADV
ajee-6041	183	34	linked	link	VERB
ajee-6041	183	35	to	to	ADP
ajee-6041	183	36	human	human	ADJ
ajee-6041	183	37	activities	activity	NOUN
ajee-6041	183	38	in	in	ADP
ajee-6041	183	39	the	the	DET
ajee-6041	183	40	watershed	watershed	NOUN
ajee-6041	183	41	.	.	PUNCT
ajee-6041	184	1	iron	iron	NOUN
ajee-6041	184	2	exceedances	exceedance	NOUN
ajee-6041	184	3	were	be	AUX
ajee-6041	184	4	moderate	moderate	ADJ
ajee-6041	184	5	,	,	PUNCT
ajee-6041	184	6	occurring	occur	VERB
ajee-6041	184	7	in	in	ADP
ajee-6041	184	8	10–15	10–15	NUM
ajee-6041	184	9	%	%	NOUN
ajee-6041	184	10	of	of	ADP
ajee-6041	184	11	samples	sample	NOUN
ajee-6041	184	12	,	,	PUNCT
ajee-6041	184	13	especially	especially	ADV
ajee-6041	184	14	during	during	ADP
ajee-6041	184	15	wet	wet	ADJ
ajee-6041	184	16	seasons	season	NOUN
ajee-6041	184	17	when	when	SCONJ
ajee-6041	184	18	slightly	slightly	ADV
ajee-6041	184	19	acidic	acidic	ADJ
ajee-6041	184	20	ph	ph	NOUN
ajee-6041	184	21	conditions	condition	NOUN
ajee-6041	184	22	enhance	enhance	VERB
ajee-6041	184	23	metal	metal	NOUN
ajee-6041	184	24	solubility	solubility	NOUN
ajee-6041	184	25	.	.	PUNCT
ajee-6041	185	1	while	while	SCONJ
ajee-6041	185	2	iron	iron	NOUN
ajee-6041	185	3	is	be	AUX
ajee-6041	185	4	not	not	PART
ajee-6041	185	5	as	as	ADV
ajee-6041	185	6	critical	critical	ADJ
ajee-6041	185	7	as	as	ADP
ajee-6041	185	8	phosphate	phosphate	NOUN
ajee-6041	185	9	and	and	CCONJ
ajee-6041	185	10	turbidity	turbidity	NOUN
ajee-6041	185	11	in	in	ADP
ajee-6041	185	12	terms	term	NOUN
ajee-6041	185	13	of	of	ADP
ajee-6041	185	14	health	health	NOUN
ajee-6041	185	15	risks	risk	NOUN
ajee-6041	185	16	,	,	PUNCT
ajee-6041	185	17	it	it	PRON
ajee-6041	185	18	can	can	AUX
ajee-6041	185	19	cause	cause	VERB
ajee-6041	185	20	undesirable	undesirable	ADJ
ajee-6041	185	21	effects	effect	NOUN
ajee-6041	185	22	such	such	ADJ
ajee-6041	185	23	as	as	ADP
ajee-6041	185	24	staining	stain	VERB
ajee-6041	185	25	,	,	PUNCT
ajee-6041	185	26	taste	taste	NOUN
ajee-6041	185	27	alteration	alteration	NOUN
ajee-6041	185	28	,	,	PUNCT
ajee-6041	185	29	and	and	CCONJ
ajee-6041	185	30	infrastructure	infrastructure	NOUN
ajee-6041	185	31	corrosion	corrosion	NOUN
ajee-6041	185	32	,	,	PUNCT
ajee-6041	185	33	making	make	VERB
ajee-6041	185	34	it	it	PRON
ajee-6041	185	35	a	a	DET
ajee-6041	185	36	secondary	secondary	ADJ
ajee-6041	185	37	concern	concern	NOUN
ajee-6041	185	38	.	.	PUNCT
ajee-6041	186	1	sodium	sodium	NOUN
ajee-6041	186	2	exceedances	exceedance	NOUN
ajee-6041	186	3	were	be	AUX
ajee-6041	186	4	more	more	ADV
ajee-6041	186	5	localized	localized	ADJ
ajee-6041	186	6	,	,	PUNCT
ajee-6041	186	7	occurring	occur	VERB
ajee-6041	186	8	in	in	ADP
ajee-6041	186	9	about	about	ADV
ajee-6041	186	10	20	20	NUM
ajee-6041	186	11	%	%	NOUN
ajee-6041	186	12	of	of	ADP
ajee-6041	186	13	ogun	ogun	PROPN
ajee-6041	186	14	river	river	PROPN
ajee-6041	186	15	dry	dry	ADJ
ajee-6041	186	16	season	season	NOUN
ajee-6041	186	17	samples	sample	NOUN
ajee-6041	186	18	but	but	CCONJ
ajee-6041	186	19	absent	absent	ADJ
ajee-6041	186	20	in	in	ADP
ajee-6041	186	21	oshun	oshun	NOUN
ajee-6041	186	22	river	river	NOUN
ajee-6041	186	23	.	.	PUNCT
ajee-6041	187	1	this	this	DET
ajee-6041	187	2	difference	difference	NOUN
ajee-6041	187	3	reflects	reflect	VERB
ajee-6041	187	4	the	the	DET
ajee-6041	187	5	stronger	strong	ADJ
ajee-6041	187	6	anthropogenic	anthropogenic	ADJ
ajee-6041	187	7	pressures	pressure	NOUN
ajee-6041	187	8	on	on	ADP
ajee-6041	187	9	ogun	ogun	PROPN
ajee-6041	187	10	catchment	catchment	NOUN
ajee-6041	187	11	,	,	PUNCT
ajee-6041	187	12	possibly	possibly	ADV
ajee-6041	187	13	linked	link	VERB
ajee-6041	187	14	to	to	ADP
ajee-6041	187	15	urban	urban	ADJ
ajee-6041	187	16	wastewater	wastewater	NOUN
ajee-6041	187	17	and	and	CCONJ
ajee-6041	187	18	agricultural	agricultural	ADJ
ajee-6041	187	19	return	return	NOUN
ajee-6041	187	20	flows	flow	NOUN
ajee-6041	187	21	.	.	PUNCT
ajee-6041	188	1	the	the	DET
ajee-6041	188	2	localized	localized	ADJ
ajee-6041	188	3	sodium	sodium	NOUN
ajee-6041	188	4	enrichment	enrichment	NOUN
ajee-6041	188	5	aligns	align	VERB
ajee-6041	188	6	with	with	ADP
ajee-6041	188	7	findings	finding	NOUN
ajee-6041	188	8	in	in	ADP
ajee-6041	188	9	other	other	ADJ
ajee-6041	188	10	heavily	heavily	ADV
ajee-6041	188	11	utilized	utilize	VERB
ajee-6041	188	12	nigerian	nigerian	ADJ
ajee-6041	188	13	basins	basin	NOUN
ajee-6041	188	14	,	,	PUNCT
ajee-6041	188	15	such	such	ADJ
ajee-6041	188	16	as	as	ADP
ajee-6041	188	17	sokoto	sokoto	PROPN
ajee-6041	188	18	-	-	PUNCT
ajee-6041	188	19	rima	rima	PROPN
ajee-6041	188	20	(	(	PUNCT
ajee-6041	188	21	abdullahi	abdullahi	NOUN
ajee-6041	188	22	et	et	PROPN
ajee-6041	188	23	al	al	PROPN
ajee-6041	188	24	.	.	PROPN
ajee-6041	188	25	,	,	PUNCT
ajee-6041	188	26	2017	2017	NUM
ajee-6041	188	27	)	)	PUNCT
ajee-6041	188	28	.	.	PUNCT
ajee-6041	189	1	the	the	DET
ajee-6041	189	2	compliance	compliance	NOUN
ajee-6041	189	3	assessment	assessment	NOUN
ajee-6041	189	4	highlights	highlight	VERB
ajee-6041	189	5	turbidity	turbidity	NOUN
ajee-6041	189	6	and	and	CCONJ
ajee-6041	189	7	phosphate	phosphate	VERB
ajee-6041	189	8	as	as	ADP
ajee-6041	189	9	the	the	DET
ajee-6041	189	10	most	most	ADV
ajee-6041	189	11	critical	critical	ADJ
ajee-6041	189	12	parameters	parameter	NOUN
ajee-6041	189	13	compromising	compromise	VERB
ajee-6041	189	14	water	water	NOUN
ajee-6041	189	15	quality	quality	NOUN
ajee-6041	189	16	,	,	PUNCT
ajee-6041	189	17	followed	follow	VERB
ajee-6041	189	18	by	by	ADP
ajee-6041	189	19	localized	localized	ADJ
ajee-6041	189	20	sodium	sodium	NOUN
ajee-6041	189	21	and	and	CCONJ
ajee-6041	189	22	iron	iron	NOUN
ajee-6041	189	23	exceedances	exceedance	NOUN
ajee-6041	189	24	.	.	PUNCT
ajee-6041	190	1	these	these	DET
ajee-6041	190	2	results	result	NOUN
ajee-6041	190	3	emphasize	emphasize	VERB
ajee-6041	190	4	the	the	DET
ajee-6041	190	5	urgent	urgent	ADJ
ajee-6041	190	6	need	need	NOUN
ajee-6041	190	7	for	for	ADP
ajee-6041	190	8	watershed	watershe	VERB
ajee-6041	190	9	management	management	NOUN
ajee-6041	190	10	interventions	intervention	NOUN
ajee-6041	190	11	,	,	PUNCT
ajee-6041	190	12	including	include	VERB
ajee-6041	190	13	erosion	erosion	NOUN
ajee-6041	190	14	control	control	NOUN
ajee-6041	190	15	,	,	PUNCT
ajee-6041	190	16	improved	improve	VERB
ajee-6041	190	17	agricultural	agricultural	ADJ
ajee-6041	190	18	practices	practice	NOUN
ajee-6041	190	19	,	,	PUNCT
ajee-6041	190	20	and	and	CCONJ
ajee-6041	190	21	stricter	strict	ADJ
ajee-6041	190	22	wastewater	wastewater	NOUN
ajee-6041	190	23	regulation	regulation	NOUN
ajee-6041	190	24	.	.	PUNCT
ajee-6041	191	1	table	table	NOUN
ajee-6041	191	2	3	3	NUM
ajee-6041	191	3	:	:	PUNCT
ajee-6041	191	4	regression	regression	NOUN
ajee-6041	191	5	model	model	NOUN
ajee-6041	191	6	for	for	ADP
ajee-6041	191	7	ogun	ogun	PROPN
ajee-6041	191	8	river	river	PROPN
ajee-6041	191	9	(	(	PUNCT
ajee-6041	191	10	wet	wet	ADJ
ajee-6041	191	11	season	season	NOUN
ajee-6041	191	12	)	)	PUNCT
ajee-6041	191	13	dependent	dependent	ADJ
ajee-6041	191	14	variable	variable	ADJ
ajee-6041	191	15	predictor	predictor	NOUN
ajee-6041	191	16	variables	variable	NOUN
ajee-6041	191	17	regression	regression	VERB
ajee-6041	191	18	equation	equation	NOUN
ajee-6041	191	19	r²	r²	NOUN
ajee-6041	191	20	adj	adj	X
ajee-6041	191	21	.	.	PUNCT
ajee-6041	192	1	r²	r²	VERB
ajee-6041	192	2	sig	sig	NOUN
ajee-6041	192	3	.	.	PUNCT
ajee-6041	193	1	(	(	PUNCT
ajee-6041	193	2	p	p	NOUN
ajee-6041	193	3	)	)	PUNCT
ajee-6041	193	4	po₄³⁻	po₄³⁻	NOUN
ajee-6041	193	5	na⁺	na⁺	NOUN
ajee-6041	193	6	,	,	PUNCT
ajee-6041	193	7	so₄²⁻	so₄²⁻	NOUN
ajee-6041	193	8	po₄³⁻	po₄³⁻	NOUN
ajee-6041	193	9	=	=	SYM
ajee-6041	193	10	8.9	8.9	NUM
ajee-6041	193	11	+	+	CCONJ
ajee-6041	193	12	0.44na⁺	0.44na⁺	NOUN
ajee-6041	194	1	+	+	NUM
ajee-6041	194	2	0.31so₄²⁻	0.31so₄²⁻	NOUN
ajee-6041	194	3	0.72	0.72	NUM
ajee-6041	194	4	0.68	0.68	NUM
ajee-6041	194	5	<	<	NOUN
ajee-6041	194	6	0.001	0.001	NUM
ajee-6041	194	7	turbidity	turbidity	NOUN
ajee-6041	194	8	na⁺	na⁺	NOUN
ajee-6041	194	9	,	,	PUNCT
ajee-6041	194	10	mg²⁺	mg²⁺	ADJ
ajee-6041	194	11	turbidity	turbidity	NOUN
ajee-6041	194	12	=	=	PUNCT
ajee-6041	194	13	3.7	3.7	NUM
ajee-6041	194	14	+	+	NUM
ajee-6041	194	15	0.22na⁺	0.22na⁺	NOUN
ajee-6041	194	16	+	+	CCONJ
ajee-6041	194	17	0.19mg²⁺	0.19mg²⁺	NUM
ajee-6041	194	18	0.69	0.69	NUM
ajee-6041	194	19	0.65	0.65	NUM
ajee-6041	194	20	<	<	SYM
ajee-6041	194	21	0.001	0.001	NUM
ajee-6041	194	22	tds	tds	ADJ
ajee-6041	194	23	na⁺	na⁺	NOUN
ajee-6041	194	24	,	,	PUNCT
ajee-6041	195	1	cl⁻	cl⁻	NOUN
ajee-6041	195	2	tds	td	VERB
ajee-6041	196	1	=	=	PUNCT
ajee-6041	196	2	20.1	20.1	NUM
ajee-6041	197	1	+	+	CCONJ
ajee-6041	197	2	0.88na⁺	0.88na⁺	NOUN
ajee-6041	198	1	+	+	CCONJ
ajee-6041	198	2	0.51cl⁻	0.51cl⁻	NOUN
ajee-6041	198	3	0.74	0.74	NUM
ajee-6041	198	4	0.7	0.7	NUM
ajee-6041	198	5	<	<	NOUN
ajee-6041	198	6	0.001	0.001	NUM
ajee-6041	198	7	table	table	NOUN
ajee-6041	198	8	4	4	NUM
ajee-6041	198	9	:	:	PUNCT
ajee-6041	198	10	regression	regression	NOUN
ajee-6041	198	11	model	model	NOUN
ajee-6041	198	12	for	for	ADP
ajee-6041	198	13	oshun	oshun	PROPN
ajee-6041	198	14	river	river	NOUN
ajee-6041	198	15	(	(	PUNCT
ajee-6041	198	16	dry	dry	ADJ
ajee-6041	198	17	season	season	NOUN
ajee-6041	198	18	)	)	PUNCT
ajee-6041	198	19	dependent	dependent	ADJ
ajee-6041	198	20	variable	variable	ADJ
ajee-6041	198	21	predictor	predictor	NOUN
ajee-6041	198	22	variables	variable	NOUN
ajee-6041	198	23	regression	regression	VERB
ajee-6041	198	24	equation	equation	NOUN
ajee-6041	198	25	r²	r²	NOUN
ajee-6041	198	26	adj	adj	X
ajee-6041	198	27	.	.	PUNCT
ajee-6041	199	1	r²	r²	VERB
ajee-6041	199	2	sig	sig	NOUN
ajee-6041	199	3	.	.	PUNCT
ajee-6041	200	1	(	(	PUNCT
ajee-6041	200	2	p	p	NOUN
ajee-6041	200	3	)	)	PUNCT
ajee-6041	200	4	po₄³⁻	po₄³⁻	PROPN
ajee-6041	200	5	na⁺	na⁺	PROPN
ajee-6041	200	6	,	,	PUNCT
ajee-6041	200	7	k⁺	k⁺	PROPN
ajee-6041	200	8	,	,	PUNCT
ajee-6041	200	9	so₄²⁻	so₄²⁻	NOUN
ajee-6041	200	10	po₄³⁻	po₄³⁻	NOUN
ajee-6041	200	11	=	=	SYM
ajee-6041	200	12	10.2	10.2	NUM
ajee-6041	200	13	+	+	CCONJ
ajee-6041	200	14	0.48na⁺	0.48na⁺	NUM
ajee-6041	201	1	+	+	CCONJ
ajee-6041	201	2	0.41k⁺	0.41k⁺	ADJ
ajee-6041	202	1	+	+	CCONJ
ajee-6041	202	2	0.29so₄²⁻	0.29so₄²⁻	NOUN
ajee-6041	202	3	0.9	0.9	NUM
ajee-6041	202	4	0.87	0.87	NUM
ajee-6041	202	5	<	<	NOUN
ajee-6041	202	6	0.001	0.001	NUM
ajee-6041	202	7	turbidity	turbidity	NOUN
ajee-6041	202	8	na⁺	na⁺	NOUN
ajee-6041	202	9	,	,	PUNCT
ajee-6041	202	10	hardness	hardness	INTJ
ajee-6041	202	11	,	,	PUNCT
ajee-6041	202	12	mg²⁺	mg²⁺	ADJ
ajee-6041	202	13	turbidity	turbidity	NOUN
ajee-6041	202	14	=	=	PUNCT
ajee-6041	202	15	4.1	4.1	NUM
ajee-6041	202	16	+	+	NUM
ajee-6041	202	17	0.32na⁺	0.32na⁺	NUM
ajee-6041	203	1	+	+	CCONJ
ajee-6041	203	2	0.27hardness	0.27hardness	NUM
ajee-6041	203	3	+	+	CCONJ
ajee-6041	203	4	0.22mg²⁺	0.22mg²⁺	NUM
ajee-6041	203	5	0.85	0.85	NUM
ajee-6041	203	6	0.82	0.82	NUM
ajee-6041	203	7	<	<	NOUN
ajee-6041	203	8	0.001	0.001	NUM
ajee-6041	203	9	tds	tds	ADJ
ajee-6041	203	10	na⁺	na⁺	NOUN
ajee-6041	203	11	,	,	PUNCT
ajee-6041	204	1	cl⁻	cl⁻	NOUN
ajee-6041	204	2	tds	td	VERB
ajee-6041	205	1	=	=	PUNCT
ajee-6041	205	2	22.9	22.9	NUM
ajee-6041	206	1	+	+	NUM
ajee-6041	206	2	0.95na⁺	0.95na⁺	NOUN
ajee-6041	207	1	+	+	CCONJ
ajee-6041	207	2	0.55cl⁻	0.55cl⁻	NOUN
ajee-6041	207	3	0.87	0.87	NUM
ajee-6041	207	4	0.84	0.84	NUM
ajee-6041	207	5	<	<	NOUN
ajee-6041	207	6	0.001	0.001	NUM
ajee-6041	207	7	table	table	NOUN
ajee-6041	207	8	5	5	NUM
ajee-6041	207	9	:	:	PUNCT
ajee-6041	207	10	regression	regression	NOUN
ajee-6041	207	11	model	model	NOUN
ajee-6041	207	12	for	for	ADP
ajee-6041	207	13	oshun	oshun	PROPN
ajee-6041	207	14	river	river	NOUN
ajee-6041	207	15	(	(	PUNCT
ajee-6041	207	16	wet	wet	ADJ
ajee-6041	207	17	season	season	NOUN
ajee-6041	207	18	)	)	PUNCT
ajee-6041	207	19	dependent	dependent	ADJ
ajee-6041	207	20	variable	variable	ADJ
ajee-6041	207	21	predictor	predictor	NOUN
ajee-6041	207	22	variables	variable	NOUN
ajee-6041	207	23	regression	regression	VERB
ajee-6041	207	24	equation	equation	NOUN
ajee-6041	207	25	r²	r²	NOUN
ajee-6041	207	26	adj	adj	X
ajee-6041	207	27	.	.	PUNCT
ajee-6041	208	1	r²	r²	VERB
ajee-6041	208	2	sig	sig	NOUN
ajee-6041	208	3	.	.	PUNCT
ajee-6041	209	1	(	(	PUNCT
ajee-6041	209	2	p	p	NOUN
ajee-6041	209	3	)	)	PUNCT
ajee-6041	209	4	po₄³⁻	po₄³⁻	NOUN
ajee-6041	209	5	na⁺	na⁺	NOUN
ajee-6041	209	6	,	,	PUNCT
ajee-6041	209	7	so₄²⁻	so₄²⁻	NOUN
ajee-6041	209	8	po₄³⁻	po₄³⁻	NOUN
ajee-6041	209	9	=	=	NOUN
ajee-6041	209	10	7.8	7.8	NUM
ajee-6041	209	11	+	+	CCONJ
ajee-6041	209	12	0.39na⁺	0.39na⁺	NUM
ajee-6041	210	1	+	+	CCONJ
ajee-6041	210	2	0.26so₄²⁻	0.26so₄²⁻	NOUN
ajee-6041	210	3	0.76	0.76	NUM
ajee-6041	210	4	0.72	0.72	NUM
ajee-6041	210	5	<	<	NOUN
ajee-6041	210	6	0.001	0.001	NUM
ajee-6041	210	7	turbidity	turbidity	NOUN
ajee-6041	210	8	na⁺	na⁺	NOUN
ajee-6041	210	9	,	,	PUNCT
ajee-6041	210	10	mg²⁺	mg²⁺	ADJ
ajee-6041	210	11	turbidity	turbidity	NOUN
ajee-6041	210	12	=	=	NUM
ajee-6041	210	13	3.5	3.5	NUM
ajee-6041	210	14	+	+	NUM
ajee-6041	210	15	0.20na⁺	0.20na⁺	NOUN
ajee-6041	211	1	+	+	CCONJ
ajee-6041	211	2	0.17mg²⁺	0.17mg²⁺	NOUN
ajee-6041	211	3	0.71	0.71	NUM
ajee-6041	211	4	0.67	0.67	NUM
ajee-6041	211	5	<	<	SYM
ajee-6041	211	6	0.001	0.001	NUM
ajee-6041	211	7	tds	tds	ADJ
ajee-6041	211	8	na⁺	na⁺	NOUN
ajee-6041	211	9	,	,	PUNCT
ajee-6041	211	10	cl⁻	cl⁻	NOUN
ajee-6041	211	11	tds	td	VERB
ajee-6041	212	1	=	=	PUNCT
ajee-6041	212	2	18.7	18.7	NUM
ajee-6041	212	3	+	+	NUM
ajee-6041	212	4	0.82na⁺	0.82na⁺	NOUN
ajee-6041	213	1	+	+	CCONJ
ajee-6041	213	2	0.48cl⁻	0.48cl⁻	NOUN
ajee-6041	213	3	0.78	0.78	NUM
ajee-6041	213	4	0.74	0.74	NUM
ajee-6041	213	5	<	<	NOUN
ajee-6041	213	6	0.001	0.001	NUM
ajee-6041	213	7	pa	pa	PROPN
ajee-6041	213	8	ge	ge	PROPN
ajee-6041	213	9	21	21	NUM
ajee-6041	213	10	2	2	NUM
ajee-6041	213	11	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	213	12	am	am	NOUN
ajee-6041	213	13	.	.	PUNCT
ajee-6041	214	1	j.	j.	PROPN
ajee-6041	214	2	environ	environ	PROPN
ajee-6041	214	3	econ	econ	PROPN
ajee-6041	214	4	.	.	PUNCT
ajee-6041	215	1	4(1	4(1	X
ajee-6041	215	2	)	)	PUNCT
ajee-6041	216	1	205	205	NUM
ajee-6041	216	2	-	-	SYM
ajee-6041	216	3	220	220	NUM
ajee-6041	216	4	,	,	PUNCT
ajee-6041	216	5	2025	2025	NUM
ajee-6041	216	6	figure	figure	NOUN
ajee-6041	216	7	4	4	NUM
ajee-6041	216	8	:	:	PUNCT
ajee-6041	216	9	seasonal	seasonal	ADJ
ajee-6041	216	10	variation	variation	NOUN
ajee-6041	216	11	of	of	ADP
ajee-6041	216	12	key	key	ADJ
ajee-6041	216	13	water	water	NOUN
ajee-6041	216	14	quality	quality	NOUN
ajee-6041	216	15	parameters	parameter	NOUN
ajee-6041	216	16	in	in	ADP
ajee-6041	216	17	ogun	ogun	PROPN
ajee-6041	216	18	and	and	CCONJ
ajee-6041	216	19	oshun	oshun	NOUN
ajee-6041	216	20	rivers	river	NOUN
ajee-6041	216	21	table	table	VERB
ajee-6041	216	22	6	6	NUM
ajee-6041	216	23	:	:	PUNCT
ajee-6041	216	24	percentage	percentage	NOUN
ajee-6041	216	25	of	of	ADP
ajee-6041	216	26	samples	sample	NOUN
ajee-6041	216	27	exceeding	exceed	VERB
ajee-6041	216	28	who	who	PRON
ajee-6041	216	29	/	/	SYM
ajee-6041	216	30	nsdwq	nsdwq	NOUN
ajee-6041	216	31	standards	standard	NOUN
ajee-6041	216	32	in	in	ADP
ajee-6041	216	33	ogun	ogun	PROPN
ajee-6041	216	34	and	and	CCONJ
ajee-6041	216	35	oshun	oshun	NOUN
ajee-6041	216	36	rivers	river	NOUN
ajee-6041	216	37	during	during	ADP
ajee-6041	216	38	wet	wet	ADJ
ajee-6041	216	39	and	and	CCONJ
ajee-6041	216	40	dry	dry	ADJ
ajee-6041	216	41	seasons	season	NOUN
ajee-6041	216	42	parameter	parameter	NOUN
ajee-6041	216	43	ogun	ogun	PROPN
ajee-6041	216	44	dry	dry	ADJ
ajee-6041	216	45	(	(	PUNCT
ajee-6041	216	46	%	%	NOUN
ajee-6041	216	47	)	)	PUNCT
ajee-6041	217	1	ogun	ogun	PROPN
ajee-6041	217	2	wet	wet	ADJ
ajee-6041	217	3	(	(	PUNCT
ajee-6041	217	4	%	%	NOUN
ajee-6041	217	5	)	)	PUNCT
ajee-6041	217	6	oshun	oshun	NOUN
ajee-6041	217	7	dry	dry	ADJ
ajee-6041	217	8	(	(	PUNCT
ajee-6041	217	9	%	%	NOUN
ajee-6041	217	10	)	)	PUNCT
ajee-6041	217	11	oshun	oshun	NOUN
ajee-6041	217	12	wet	wet	ADJ
ajee-6041	217	13	(	(	PUNCT
ajee-6041	217	14	%	%	NOUN
ajee-6041	217	15	)	)	PUNCT
ajee-6041	217	16	who	who	PRON
ajee-6041	217	17	/	/	SYM
ajee-6041	217	18	nsdwq	nsdwq	NOUN
ajee-6041	217	19	limit	limit	NOUN
ajee-6041	217	20	ph	ph	NOUN
ajee-6041	217	21	0	0	NUM
ajee-6041	217	22	5	5	NUM
ajee-6041	217	23	0	0	NUM
ajee-6041	217	24	15	15	NUM
ajee-6041	217	25	6.5	6.5	NUM
ajee-6041	217	26	–	–	PUNCT
ajee-6041	217	27	9.2	9.2	NUM
ajee-6041	217	28	na⁺	na⁺	NOUN
ajee-6041	217	29	(	(	PUNCT
ajee-6041	217	30	mg	mg	PROPN
ajee-6041	217	31	/	/	SYM
ajee-6041	217	32	l	l	NOUN
ajee-6041	217	33	)	)	PUNCT
ajee-6041	217	34	20	20	NUM
ajee-6041	217	35	0	0	NUM
ajee-6041	217	36	0	0	NUM
ajee-6041	217	37	0	0	NUM
ajee-6041	217	38	200	200	NUM
ajee-6041	217	39	fe²⁺	fe²⁺	NOUN
ajee-6041	217	40	(	(	PUNCT
ajee-6041	217	41	mg	mg	PROPN
ajee-6041	217	42	/	/	SYM
ajee-6041	217	43	l	l	NOUN
ajee-6041	217	44	)	)	PUNCT
ajee-6041	217	45	15	15	NUM
ajee-6041	217	46	0	0	NUM
ajee-6041	217	47	10	10	NUM
ajee-6041	217	48	0	0	NUM
ajee-6041	217	49	0.3	0.3	NUM
ajee-6041	217	50	ca²⁺	ca²⁺	PROPN
ajee-6041	217	51	(	(	PUNCT
ajee-6041	217	52	mg	mg	PROPN
ajee-6041	217	53	/	/	SYM
ajee-6041	217	54	l	l	NOUN
ajee-6041	217	55	)	)	PUNCT
ajee-6041	217	56	0	0	NUM
ajee-6041	217	57	0	0	NUM
ajee-6041	217	58	0	0	NUM
ajee-6041	217	59	0	0	NUM
ajee-6041	217	60	200	200	NUM
ajee-6041	217	61	mg²⁺	mg²⁺	ADJ
ajee-6041	217	62	(	(	PUNCT
ajee-6041	217	63	mg	mg	PROPN
ajee-6041	217	64	/	/	SYM
ajee-6041	217	65	l	l	NOUN
ajee-6041	217	66	)	)	PUNCT
ajee-6041	217	67	0	0	NUM
ajee-6041	217	68	0	0	NUM
ajee-6041	217	69	0	0	NUM
ajee-6041	217	70	0	0	NUM
ajee-6041	217	71	150	150	NUM
ajee-6041	217	72	k⁺	k⁺	PROPN
ajee-6041	217	73	(	(	PUNCT
ajee-6041	217	74	mg	mg	PROPN
ajee-6041	217	75	/	/	SYM
ajee-6041	217	76	l	l	NOUN
ajee-6041	217	77	)	)	PUNCT
ajee-6041	217	78	–	–	PUNCT
ajee-6041	217	79	–	–	PUNCT
ajee-6041	217	80	–	–	PUNCT
ajee-6041	217	81	–	–	PUNCT
ajee-6041	217	82	not	not	PART
ajee-6041	217	83	regulated	regulate	VERB
ajee-6041	217	84	cl⁻	cl⁻	NOUN
ajee-6041	217	85	(	(	PUNCT
ajee-6041	217	86	mg	mg	PROPN
ajee-6041	217	87	/	/	SYM
ajee-6041	217	88	l	l	NOUN
ajee-6041	217	89	)	)	PUNCT
ajee-6041	217	90	0	0	NUM
ajee-6041	217	91	0	0	NUM
ajee-6041	217	92	0	0	NUM
ajee-6041	217	93	0	0	NUM
ajee-6041	217	94	600	600	NUM
ajee-6041	217	95	tds	tds	ADJ
ajee-6041	217	96	(	(	PUNCT
ajee-6041	217	97	mg	mg	PROPN
ajee-6041	217	98	/	/	SYM
ajee-6041	217	99	l	l	NOUN
ajee-6041	217	100	)	)	PUNCT
ajee-6041	217	101	0	0	NUM
ajee-6041	217	102	0	0	NUM
ajee-6041	217	103	0	0	NUM
ajee-6041	217	104	0	0	NUM
ajee-6041	217	105	1000	1000	NUM
ajee-6041	217	106	so₄²⁻	so₄²⁻	NOUN
ajee-6041	217	107	(	(	PUNCT
ajee-6041	217	108	mg	mg	PROPN
ajee-6041	217	109	/	/	SYM
ajee-6041	217	110	l	l	NOUN
ajee-6041	217	111	)	)	PUNCT
ajee-6041	217	112	0	0	NUM
ajee-6041	217	113	0	0	NUM
ajee-6041	217	114	0	0	NUM
ajee-6041	217	115	0	0	NUM
ajee-6041	217	116	500	500	NUM
ajee-6041	217	117	hardness	hardness	NOUN
ajee-6041	217	118	(	(	PUNCT
ajee-6041	217	119	mg	mg	PROPN
ajee-6041	217	120	/	/	SYM
ajee-6041	217	121	l	l	NOUN
ajee-6041	217	122	)	)	PUNCT
ajee-6041	217	123	0	0	NUM
ajee-6041	217	124	0	0	NUM
ajee-6041	217	125	0	0	NUM
ajee-6041	217	126	0	0	NUM
ajee-6041	217	127	500	500	NUM
ajee-6041	217	128	turbidity	turbidity	NOUN
ajee-6041	217	129	(	(	PUNCT
ajee-6041	217	130	ntu	ntu	PROPN
ajee-6041	217	131	)	)	PUNCT
ajee-6041	217	132	100	100	NUM
ajee-6041	217	133	85	85	NUM
ajee-6041	217	134	90	90	NUM
ajee-6041	217	135	70	70	NUM
ajee-6041	217	136	5	5	NUM
ajee-6041	217	137	temperature	temperature	NOUN
ajee-6041	217	138	(	(	PUNCT
ajee-6041	217	139	°	°	ADP
ajee-6041	217	140	c	c	NOUN
ajee-6041	217	141	)	)	PUNCT
ajee-6041	217	142	15	15	NUM
ajee-6041	217	143	0	0	NUM
ajee-6041	217	144	10	10	NUM
ajee-6041	217	145	0	0	NUM
ajee-6041	217	146	34	34	NUM
ajee-6041	217	147	po₄³⁻	po₄³⁻	NOUN
ajee-6041	217	148	(	(	PUNCT
ajee-6041	217	149	mg	mg	PROPN
ajee-6041	217	150	/	/	SYM
ajee-6041	217	151	l	l	NOUN
ajee-6041	217	152	)	)	PUNCT
ajee-6041	217	153	95	95	NUM
ajee-6041	217	154	75	75	NUM
ajee-6041	217	155	60	60	NUM
ajee-6041	217	156	40	40	NUM
ajee-6041	217	157	5	5	NUM
ajee-6041	217	158	figure	figure	NOUN
ajee-6041	217	159	4	4	NUM
ajee-6041	217	160	also	also	ADV
ajee-6041	217	161	prove	prove	VERB
ajee-6041	217	162	the	the	DET
ajee-6041	217	163	exceedance	exceedance	NOUN
ajee-6041	217	164	rates	rate	NOUN
ajee-6041	217	165	of	of	ADP
ajee-6041	217	166	selected	select	VERB
ajee-6041	217	167	water	water	NOUN
ajee-6041	217	168	quality	quality	NOUN
ajee-6041	217	169	parameters	parameter	NOUN
ajee-6041	217	170	against	against	ADP
ajee-6041	217	171	who	who	PRON
ajee-6041	217	172	/	/	SYM
ajee-6041	217	173	nsdwq	nsdwq	NOUN
ajee-6041	217	174	standards	standard	NOUN
ajee-6041	217	175	,	,	PUNCT
ajee-6041	217	176	disaggregated	disaggregate	VERB
ajee-6041	217	177	by	by	ADP
ajee-6041	217	178	river	river	NOUN
ajee-6041	217	179	and	and	CCONJ
ajee-6041	217	180	season	season	NOUN
ajee-6041	217	181	.	.	PUNCT
ajee-6041	218	1	turbidity	turbidity	NOUN
ajee-6041	218	2	and	and	CCONJ
ajee-6041	218	3	hardness	hardness	NOUN
ajee-6041	218	4	showed	show	VERB
ajee-6041	218	5	the	the	DET
ajee-6041	218	6	highest	high	ADJ
ajee-6041	218	7	exceedance	exceedance	NOUN
ajee-6041	218	8	levels	level	NOUN
ajee-6041	218	9	,	,	PUNCT
ajee-6041	218	10	often	often	ADV
ajee-6041	218	11	approaching	approach	VERB
ajee-6041	218	12	100	100	NUM
ajee-6041	218	13	%	%	NOUN
ajee-6041	218	14	in	in	ADP
ajee-6041	218	15	both	both	DET
ajee-6041	218	16	rivers	river	NOUN
ajee-6041	218	17	,	,	PUNCT
ajee-6041	218	18	particularly	particularly	ADV
ajee-6041	218	19	during	during	ADP
ajee-6041	218	20	the	the	DET
ajee-6041	218	21	dry	dry	ADJ
ajee-6041	218	22	season	season	NOUN
ajee-6041	218	23	.	.	PUNCT
ajee-6041	219	1	sodium	sodium	NOUN
ajee-6041	219	2	and	and	CCONJ
ajee-6041	219	3	phosphate	phosphate	NOUN
ajee-6041	219	4	also	also	ADV
ajee-6041	219	5	displayed	display	VERB
ajee-6041	219	6	significant	significant	ADJ
ajee-6041	219	7	exceedances	exceedance	NOUN
ajee-6041	219	8	,	,	PUNCT
ajee-6041	219	9	indicating	indicate	VERB
ajee-6041	219	10	risks	risk	NOUN
ajee-6041	219	11	of	of	ADP
ajee-6041	219	12	salinization	salinization	NOUN
ajee-6041	219	13	and	and	CCONJ
ajee-6041	219	14	nutrient	nutrient	ADJ
ajee-6041	219	15	enrichment	enrichment	NOUN
ajee-6041	219	16	.	.	PUNCT
ajee-6041	220	1	seasonal	seasonal	ADJ
ajee-6041	220	2	differences	difference	NOUN
ajee-6041	220	3	were	be	AUX
ajee-6041	220	4	evident	evident	ADJ
ajee-6041	220	5	,	,	PUNCT
ajee-6041	220	6	with	with	ADP
ajee-6041	220	7	exceedance	exceedance	NOUN
ajee-6041	220	8	frequencies	frequency	NOUN
ajee-6041	220	9	generally	generally	ADV
ajee-6041	220	10	higher	high	ADJ
ajee-6041	220	11	in	in	ADP
ajee-6041	220	12	the	the	DET
ajee-6041	220	13	dry	dry	ADJ
ajee-6041	220	14	season	season	NOUN
ajee-6041	220	15	compared	compare	VERB
ajee-6041	220	16	to	to	ADP
ajee-6041	220	17	the	the	DET
ajee-6041	220	18	wet	wet	ADJ
ajee-6041	220	19	season	season	NOUN
ajee-6041	220	20	.	.	PUNCT
ajee-6041	221	1	this	this	PRON
ajee-6041	221	2	is	be	AUX
ajee-6041	221	3	consistent	consistent	ADJ
ajee-6041	221	4	with	with	ADP
ajee-6041	221	5	earlier	early	ADJ
ajee-6041	221	6	studies	study	NOUN
ajee-6041	221	7	across	across	ADP
ajee-6041	221	8	southwestern	southwestern	PROPN
ajee-6041	221	9	nigeria	nigeria	PROPN
ajee-6041	221	10	,	,	PUNCT
ajee-6041	221	11	where	where	SCONJ
ajee-6041	221	12	dry	dry	ADJ
ajee-6041	221	13	season	season	NOUN
ajee-6041	221	14	flows	flow	NOUN
ajee-6041	221	15	were	be	AUX
ajee-6041	221	16	associated	associate	VERB
ajee-6041	221	17	with	with	ADP
ajee-6041	221	18	higher	high	ADJ
ajee-6041	221	19	pollutant	pollutant	ADJ
ajee-6041	221	20	concentrations	concentration	NOUN
ajee-6041	221	21	and	and	CCONJ
ajee-6041	221	22	reduced	reduce	VERB
ajee-6041	221	23	assimilative	assimilative	ADJ
ajee-6041	221	24	capacity	capacity	NOUN
ajee-6041	221	25	(	(	PUNCT
ajee-6041	221	26	adesakin	adesakin	PROPN
ajee-6041	221	27	et	et	PROPN
ajee-6041	221	28	al	al	PROPN
ajee-6041	221	29	.	.	PROPN
ajee-6041	221	30	,	,	PUNCT
ajee-6041	221	31	2020	2020	NUM
ajee-6041	221	32	;	;	PUNCT
ajee-6041	221	33	ololade	ololade	NOUN
ajee-6041	221	34	&	&	CCONJ
ajee-6041	221	35	ajayi	ajayi	PROPN
ajee-6041	221	36	,	,	PUNCT
ajee-6041	221	37	2015	2015	NUM
ajee-6041	221	38	)	)	PUNCT
ajee-6041	221	39	.	.	PUNCT
ajee-6041	222	1	internationally	internationally	ADV
ajee-6041	222	2	,	,	PUNCT
ajee-6041	222	3	similar	similar	ADJ
ajee-6041	222	4	exceedance	exceedance	NOUN
ajee-6041	222	5	patterns	pattern	NOUN
ajee-6041	222	6	in	in	ADP
ajee-6041	222	7	turbidity	turbidity	NOUN
ajee-6041	222	8	and	and	CCONJ
ajee-6041	222	9	nutrients	nutrient	NOUN
ajee-6041	222	10	have	have	AUX
ajee-6041	222	11	been	be	AUX
ajee-6041	222	12	reported	report	VERB
ajee-6041	222	13	in	in	ADP
ajee-6041	222	14	southeast	southeast	ADJ
ajee-6041	222	15	asian	asian	ADJ
ajee-6041	222	16	and	and	CCONJ
ajee-6041	222	17	east	east	ADJ
ajee-6041	222	18	african	african	ADJ
ajee-6041	222	19	rivers	river	NOUN
ajee-6041	222	20	under	under	ADP
ajee-6041	222	21	dry	dry	ADJ
ajee-6041	222	22	season	season	NOUN
ajee-6041	222	23	conditions	condition	NOUN
ajee-6041	222	24	,	,	PUNCT
ajee-6041	222	25	highlighting	highlight	VERB
ajee-6041	222	26	the	the	DET
ajee-6041	222	27	vulnerability	vulnerability	NOUN
ajee-6041	222	28	of	of	ADP
ajee-6041	222	29	tropical	tropical	ADJ
ajee-6041	222	30	basins	basin	NOUN
ajee-6041	222	31	to	to	ADP
ajee-6041	222	32	seasonal	seasonal	ADJ
ajee-6041	222	33	water	water	NOUN
ajee-6041	222	34	quality	quality	NOUN
ajee-6041	222	35	deterioration	deterioration	NOUN
ajee-6041	222	36	(	(	PUNCT
ajee-6041	222	37	rao	rao	NOUN
ajee-6041	222	38	et	et	PROPN
ajee-6041	222	39	al	al	PROPN
ajee-6041	222	40	.	.	PROPN
ajee-6041	222	41	,	,	PUNCT
ajee-6041	222	42	2021	2021	NUM
ajee-6041	222	43	;	;	PUNCT
ajee-6041	222	44	gichuki	gichuki	VERB
ajee-6041	222	45	et	et	PROPN
ajee-6041	222	46	al	al	PROPN
ajee-6041	222	47	.	.	PROPN
ajee-6041	222	48	,	,	PUNCT
ajee-6041	222	49	2023	2023	NUM
ajee-6041	222	50	)	)	PUNCT
ajee-6041	222	51	.	.	PUNCT
ajee-6041	223	1	pa	pa	PROPN
ajee-6041	223	2	ge	ge	PROPN
ajee-6041	223	3	21	21	NUM
ajee-6041	223	4	3	3	NUM
ajee-6041	223	5	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	223	6	am	am	NOUN
ajee-6041	223	7	.	.	PUNCT
ajee-6041	224	1	j.	j.	PROPN
ajee-6041	224	2	environ	environ	PROPN
ajee-6041	224	3	econ	econ	PROPN
ajee-6041	224	4	.	.	PUNCT
ajee-6041	225	1	4(1	4(1	X
ajee-6041	225	2	)	)	PUNCT
ajee-6041	226	1	205	205	NUM
ajee-6041	226	2	-	-	SYM
ajee-6041	226	3	220	220	NUM
ajee-6041	226	4	,	,	PUNCT
ajee-6041	226	5	2025	2025	NUM
ajee-6041	226	6	predictive	predictive	ADJ
ajee-6041	226	7	modelling	modelling	NOUN
ajee-6041	226	8	performance	performance	NOUN
ajee-6041	226	9	the	the	DET
ajee-6041	226	10	predictive	predictive	ADJ
ajee-6041	226	11	modelling	modelling	NOUN
ajee-6041	226	12	analysis	analysis	NOUN
ajee-6041	226	13	compared	compare	VERB
ajee-6041	226	14	the	the	DET
ajee-6041	226	15	performance	performance	NOUN
ajee-6041	226	16	of	of	ADP
ajee-6041	226	17	multiple	multiple	ADJ
ajee-6041	226	18	linear	linear	ADJ
ajee-6041	226	19	regression	regression	NOUN
ajee-6041	226	20	(	(	PUNCT
ajee-6041	226	21	mlr	mlr	NOUN
ajee-6041	226	22	)	)	PUNCT
ajee-6041	226	23	,	,	PUNCT
ajee-6041	226	24	polynomial	polynomial	ADJ
ajee-6041	226	25	regression	regression	NOUN
ajee-6041	226	26	(	(	PUNCT
ajee-6041	226	27	second	second	ADJ
ajee-6041	226	28	-	-	PUNCT
ajee-6041	226	29	order	order	NOUN
ajee-6041	226	30	)	)	PUNCT
ajee-6041	226	31	,	,	PUNCT
ajee-6041	226	32	and	and	CCONJ
ajee-6041	226	33	decision	decision	NOUN
ajee-6041	226	34	tree	tree	NOUN
ajee-6041	226	35	regression	regression	NOUN
ajee-6041	226	36	(	(	PUNCT
ajee-6041	226	37	dtr	dtr	NOUN
ajee-6041	226	38	)	)	PUNCT
ajee-6041	226	39	in	in	ADP
ajee-6041	226	40	estimating	estimate	VERB
ajee-6041	226	41	key	key	ADJ
ajee-6041	226	42	water	water	NOUN
ajee-6041	226	43	quality	quality	NOUN
ajee-6041	226	44	indicators	indicator	NOUN
ajee-6041	226	45	,	,	PUNCT
ajee-6041	226	46	phosphate	phosphate	NOUN
ajee-6041	226	47	(	(	PUNCT
ajee-6041	226	48	po₄³⁻	po₄³⁻	NOUN
ajee-6041	226	49	)	)	PUNCT
ajee-6041	226	50	,	,	PUNCT
ajee-6041	226	51	turbidity	turbidity	NOUN
ajee-6041	226	52	,	,	PUNCT
ajee-6041	226	53	and	and	CCONJ
ajee-6041	226	54	total	total	ADJ
ajee-6041	226	55	dissolved	dissolved	ADJ
ajee-6041	226	56	solids	solid	NOUN
ajee-6041	226	57	(	(	PUNCT
ajee-6041	226	58	tds	tds	PROPN
ajee-6041	226	59	)	)	PUNCT
ajee-6041	226	60	.	.	PUNCT
ajee-6041	227	1	the	the	DET
ajee-6041	227	2	results	result	NOUN
ajee-6041	227	3	,	,	PUNCT
ajee-6041	227	4	presented	present	VERB
ajee-6041	227	5	in	in	ADP
ajee-6041	227	6	table	table	NOUN
ajee-6041	227	7	8	8	NUM
ajee-6041	227	8	,	,	PUNCT
ajee-6041	227	9	demonstrate	demonstrate	VERB
ajee-6041	227	10	clear	clear	ADJ
ajee-6041	227	11	differences	difference	NOUN
ajee-6041	227	12	in	in	ADP
ajee-6041	227	13	predictive	predictive	ADJ
ajee-6041	227	14	accuracy	accuracy	NOUN
ajee-6041	227	15	across	across	ADP
ajee-6041	227	16	models	model	NOUN
ajee-6041	227	17	,	,	PUNCT
ajee-6041	227	18	rivers	river	NOUN
ajee-6041	227	19	,	,	PUNCT
ajee-6041	227	20	and	and	CCONJ
ajee-6041	227	21	seasons	season	NOUN
ajee-6041	227	22	.	.	PUNCT
ajee-6041	228	1	overall	overall	ADJ
ajee-6041	228	2	,	,	PUNCT
ajee-6041	228	3	decision	decision	NOUN
ajee-6041	228	4	tree	tree	NOUN
ajee-6041	228	5	regression	regression	NOUN
ajee-6041	228	6	consistently	consistently	ADV
ajee-6041	228	7	outperformed	outperform	VERB
ajee-6041	228	8	linear	linear	ADJ
ajee-6041	228	9	and	and	CCONJ
ajee-6041	228	10	polynomial	polynomial	ADJ
ajee-6041	228	11	models	model	NOUN
ajee-6041	228	12	,	,	PUNCT
ajee-6041	228	13	achieving	achieve	VERB
ajee-6041	228	14	the	the	DET
ajee-6041	228	15	highest	high	ADJ
ajee-6041	228	16	coefficients	coefficient	NOUN
ajee-6041	228	17	of	of	ADP
ajee-6041	228	18	determination	determination	NOUN
ajee-6041	228	19	(	(	PUNCT
ajee-6041	228	20	r²	r²	NOUN
ajee-6041	228	21	)	)	PUNCT
ajee-6041	228	22	and	and	CCONJ
ajee-6041	228	23	the	the	DET
ajee-6041	228	24	lowest	low	ADJ
ajee-6041	228	25	error	error	NOUN
ajee-6041	228	26	values	value	NOUN
ajee-6041	228	27	(	(	PUNCT
ajee-6041	228	28	rmse	rmse	NOUN
ajee-6041	228	29	and	and	CCONJ
ajee-6041	228	30	mae	mae	PROPN
ajee-6041	228	31	)	)	PUNCT
ajee-6041	228	32	.	.	PUNCT
ajee-6041	229	1	for	for	ADP
ajee-6041	229	2	instance	instance	NOUN
ajee-6041	229	3	,	,	PUNCT
ajee-6041	229	4	in	in	ADP
ajee-6041	229	5	the	the	DET
ajee-6041	229	6	oshun	oshun	NOUN
ajee-6041	229	7	river	river	NOUN
ajee-6041	229	8	dry	dry	ADJ
ajee-6041	229	9	season	season	NOUN
ajee-6041	229	10	dataset	dataset	NOUN
ajee-6041	229	11	,	,	PUNCT
ajee-6041	229	12	decision	decision	NOUN
ajee-6041	229	13	trees	tree	NOUN
ajee-6041	229	14	achieved	achieve	VERB
ajee-6041	229	15	r²	r²	NOUN
ajee-6041	229	16	values	value	NOUN
ajee-6041	229	17	as	as	ADV
ajee-6041	229	18	high	high	ADJ
ajee-6041	229	19	as	as	ADP
ajee-6041	229	20	0.96	0.96	NUM
ajee-6041	229	21	for	for	ADP
ajee-6041	229	22	phosphate	phosphate	NOUN
ajee-6041	229	23	,	,	PUNCT
ajee-6041	229	24	0.93	0.93	NUM
ajee-6041	229	25	for	for	ADP
ajee-6041	229	26	turbidity	turbidity	NOUN
ajee-6041	229	27	,	,	PUNCT
ajee-6041	229	28	and	and	CCONJ
ajee-6041	229	29	0.95	0.95	NUM
ajee-6041	229	30	for	for	ADP
ajee-6041	229	31	tds	tds	PROPN
ajee-6041	229	32	,	,	PUNCT
ajee-6041	229	33	indicating	indicate	VERB
ajee-6041	229	34	near	near	ADV
ajee-6041	229	35	-	-	PUNCT
ajee-6041	229	36	perfect	perfect	ADJ
ajee-6041	229	37	predictive	predictive	ADJ
ajee-6041	229	38	accuracy	accuracy	NOUN
ajee-6041	229	39	.	.	PUNCT
ajee-6041	230	1	by	by	ADP
ajee-6041	230	2	comparison	comparison	NOUN
ajee-6041	230	3	,	,	PUNCT
ajee-6041	230	4	linear	linear	ADJ
ajee-6041	230	5	models	model	NOUN
ajee-6041	230	6	yielded	yield	VERB
ajee-6041	230	7	r²	r²	NOUN
ajee-6041	230	8	values	value	NOUN
ajee-6041	230	9	between	between	ADP
ajee-6041	230	10	0.85	0.85	NUM
ajee-6041	230	11	and	and	CCONJ
ajee-6041	230	12	0.90	0.90	NUM
ajee-6041	230	13	for	for	ADP
ajee-6041	230	14	the	the	DET
ajee-6041	230	15	same	same	ADJ
ajee-6041	230	16	parameters	parameter	NOUN
ajee-6041	230	17	,	,	PUNCT
ajee-6041	230	18	while	while	SCONJ
ajee-6041	230	19	polynomial	polynomial	ADJ
ajee-6041	230	20	models	model	NOUN
ajee-6041	230	21	offered	offer	VERB
ajee-6041	230	22	only	only	ADV
ajee-6041	230	23	moderate	moderate	ADJ
ajee-6041	230	24	improvements	improvement	NOUN
ajee-6041	230	25	(	(	PUNCT
ajee-6041	230	26	r²	r²	NOUN
ajee-6041	230	27	=	=	SYM
ajee-6041	230	28	0.89–0.93	0.89–0.93	NUM
ajee-6041	230	29	)	)	PUNCT
ajee-6041	230	30	.	.	PUNCT
ajee-6041	231	1	these	these	DET
ajee-6041	231	2	differences	difference	NOUN
ajee-6041	231	3	are	be	AUX
ajee-6041	231	4	summarized	summarize	VERB
ajee-6041	231	5	in	in	ADP
ajee-6041	231	6	figure	figure	NOUN
ajee-6041	231	7	5	5	NUM
ajee-6041	231	8	,	,	PUNCT
ajee-6041	231	9	which	which	PRON
ajee-6041	231	10	highlights	highlight	VERB
ajee-6041	231	11	the	the	DET
ajee-6041	231	12	progressive	progressive	ADJ
ajee-6041	231	13	improvement	improvement	NOUN
ajee-6041	231	14	from	from	ADP
ajee-6041	231	15	linear	linear	ADJ
ajee-6041	231	16	to	to	ADP
ajee-6041	231	17	polynomial	polynomial	NOUN
ajee-6041	231	18	to	to	PART
ajee-6041	231	19	decision	decision	VERB
ajee-6041	231	20	tree	tree	NOUN
ajee-6041	231	21	models	model	NOUN
ajee-6041	231	22	.	.	PUNCT
ajee-6041	232	1	the	the	DET
ajee-6041	232	2	superior	superior	ADJ
ajee-6041	232	3	performance	performance	NOUN
ajee-6041	232	4	of	of	ADP
ajee-6041	232	5	decision	decision	NOUN
ajee-6041	232	6	trees	tree	NOUN
ajee-6041	232	7	is	be	AUX
ajee-6041	232	8	attributable	attributable	ADJ
ajee-6041	232	9	to	to	ADP
ajee-6041	232	10	their	their	PRON
ajee-6041	232	11	ability	ability	NOUN
ajee-6041	232	12	to	to	PART
ajee-6041	232	13	handle	handle	VERB
ajee-6041	232	14	nonlinear	nonlinear	ADJ
ajee-6041	232	15	relationships	relationship	NOUN
ajee-6041	232	16	and	and	CCONJ
ajee-6041	232	17	complex	complex	ADJ
ajee-6041	232	18	interaction	interaction	NOUN
ajee-6041	232	19	effects	effect	NOUN
ajee-6041	232	20	among	among	ADP
ajee-6041	232	21	predictor	predictor	NOUN
ajee-6041	232	22	variables	variable	NOUN
ajee-6041	232	23	,	,	PUNCT
ajee-6041	232	24	which	which	PRON
ajee-6041	232	25	are	be	AUX
ajee-6041	232	26	common	common	ADJ
ajee-6041	232	27	in	in	ADP
ajee-6041	232	28	riverine	riverine	NOUN
ajee-6041	232	29	systems	system	NOUN
ajee-6041	232	30	where	where	SCONJ
ajee-6041	232	31	multiple	multiple	ADJ
ajee-6041	232	32	processes	process	NOUN
ajee-6041	232	33	(	(	PUNCT
ajee-6041	232	34	e.g.	e.g.	ADV
ajee-6041	232	35	,	,	PUNCT
ajee-6041	232	36	weathering	weathering	NOUN
ajee-6041	232	37	,	,	PUNCT
ajee-6041	232	38	runoff	runoff	NOUN
ajee-6041	232	39	,	,	PUNCT
ajee-6041	232	40	sewage	sewage	NOUN
ajee-6041	232	41	input	input	NOUN
ajee-6041	232	42	)	)	PUNCT
ajee-6041	232	43	simultaneously	simultaneously	ADV
ajee-6041	232	44	affect	affect	VERB
ajee-6041	232	45	water	water	NOUN
ajee-6041	232	46	chemistry	chemistry	NOUN
ajee-6041	232	47	.	.	PUNCT
ajee-6041	233	1	similar	similar	ADJ
ajee-6041	233	2	findings	finding	NOUN
ajee-6041	233	3	have	have	AUX
ajee-6041	233	4	been	be	AUX
ajee-6041	233	5	reported	report	VERB
ajee-6041	233	6	by	by	ADP
ajee-6041	233	7	aladejana	aladejana	PROPN
ajee-6041	233	8	et	et	PROPN
ajee-6041	233	9	al	al	PROPN
ajee-6041	233	10	.	.	PROPN
ajee-6041	234	1	(	(	PUNCT
ajee-6041	234	2	2021	2021	NUM
ajee-6041	234	3	)	)	PUNCT
ajee-6041	234	4	,	,	PUNCT
ajee-6041	234	5	who	who	PRON
ajee-6041	234	6	showed	show	VERB
ajee-6041	234	7	that	that	SCONJ
ajee-6041	234	8	machine	machine	NOUN
ajee-6041	234	9	learning	learning	NOUN
ajee-6041	234	10	models	model	NOUN
ajee-6041	234	11	outperformed	outperform	VERB
ajee-6041	234	12	linear	linear	ADJ
ajee-6041	234	13	approaches	approach	NOUN
ajee-6041	234	14	in	in	ADP
ajee-6041	234	15	predicting	predict	VERB
ajee-6041	234	16	groundwater	groundwater	NOUN
ajee-6041	234	17	quality	quality	NOUN
ajee-6041	234	18	in	in	ADP
ajee-6041	234	19	lagos	lago	NOUN
ajee-6041	234	20	,	,	PUNCT
ajee-6041	234	21	and	and	CCONJ
ajee-6041	234	22	by	by	ADP
ajee-6041	234	23	rahman	rahman	PROPN
ajee-6041	234	24	et	et	PROPN
ajee-6041	234	25	al	al	PROPN
ajee-6041	234	26	.	.	PROPN
ajee-6041	235	1	(	(	PUNCT
ajee-6041	235	2	2022	2022	NUM
ajee-6041	235	3	)	)	PUNCT
ajee-6041	235	4	,	,	PUNCT
ajee-6041	235	5	who	who	PRON
ajee-6041	235	6	demonstrated	demonstrate	VERB
ajee-6041	235	7	improved	improved	ADJ
ajee-6041	235	8	river	river	NOUN
ajee-6041	235	9	water	water	NOUN
ajee-6041	235	10	quality	quality	NOUN
ajee-6041	235	11	prediction	prediction	NOUN
ajee-6041	235	12	in	in	ADP
ajee-6041	235	13	south	south	PROPN
ajee-6041	235	14	asia	asia	PROPN
ajee-6041	235	15	using	use	VERB
ajee-6041	235	16	decision	decision	NOUN
ajee-6041	235	17	tree	tree	NOUN
ajee-6041	235	18	and	and	CCONJ
ajee-6041	235	19	random	random	ADJ
ajee-6041	235	20	forest	forest	NOUN
ajee-6041	235	21	algorithms	algorithm	NOUN
ajee-6041	235	22	.	.	PUNCT
ajee-6041	236	1	seasonal	seasonal	ADJ
ajee-6041	236	2	variations	variation	NOUN
ajee-6041	236	3	in	in	ADP
ajee-6041	236	4	model	model	NOUN
ajee-6041	236	5	performance	performance	NOUN
ajee-6041	236	6	were	be	AUX
ajee-6041	236	7	also	also	ADV
ajee-6041	236	8	evident	evident	ADJ
ajee-6041	236	9	.	.	PUNCT
ajee-6041	237	1	dry	dry	ADJ
ajee-6041	237	2	season	season	NOUN
ajee-6041	237	3	models	model	NOUN
ajee-6041	237	4	generally	generally	ADV
ajee-6041	237	5	performed	perform	VERB
ajee-6041	237	6	better	well	ADV
ajee-6041	237	7	than	than	ADP
ajee-6041	237	8	wet	wet	ADJ
ajee-6041	237	9	season	season	NOUN
ajee-6041	237	10	models	model	NOUN
ajee-6041	237	11	.	.	PUNCT
ajee-6041	238	1	for	for	ADP
ajee-6041	238	2	example	example	NOUN
ajee-6041	238	3	,	,	PUNCT
ajee-6041	238	4	ogun	ogun	PROPN
ajee-6041	238	5	river	river	PROPN
ajee-6041	238	6	dry	dry	ADJ
ajee-6041	238	7	season	season	NOUN
ajee-6041	238	8	phosphate	phosphate	NOUN
ajee-6041	238	9	predictions	prediction	NOUN
ajee-6041	238	10	achieved	achieve	VERB
ajee-6041	238	11	r²	r²	NOUN
ajee-6041	238	12	=	=	NOUN
ajee-6041	238	13	0.95	0.95	NUM
ajee-6041	238	14	under	under	ADP
ajee-6041	238	15	decision	decision	NOUN
ajee-6041	238	16	trees	tree	NOUN
ajee-6041	238	17	,	,	PUNCT
ajee-6041	238	18	while	while	SCONJ
ajee-6041	238	19	wet	wet	ADJ
ajee-6041	238	20	season	season	NOUN
ajee-6041	238	21	equivalents	equivalent	NOUN
ajee-6041	238	22	reached	reach	VERB
ajee-6041	238	23	only	only	ADV
ajee-6041	238	24	r²	r²	VERB
ajee-6041	238	25	=	=	SYM
ajee-6041	238	26	0.86	0.86	NUM
ajee-6041	238	27	.	.	PUNCT
ajee-6041	239	1	this	this	DET
ajee-6041	239	2	decline	decline	NOUN
ajee-6041	239	3	reflects	reflect	VERB
ajee-6041	239	4	the	the	DET
ajee-6041	239	5	greater	great	ADJ
ajee-6041	239	6	variability	variability	NOUN
ajee-6041	239	7	and	and	CCONJ
ajee-6041	239	8	dilution	dilution	NOUN
ajee-6041	239	9	effects	effect	NOUN
ajee-6041	239	10	associated	associate	VERB
ajee-6041	239	11	with	with	ADP
ajee-6041	239	12	rainfall	rainfall	NOUN
ajee-6041	239	13	during	during	ADP
ajee-6041	239	14	wet	wet	ADJ
ajee-6041	239	15	seasons	season	NOUN
ajee-6041	239	16	,	,	PUNCT
ajee-6041	239	17	which	which	PRON
ajee-6041	239	18	weaken	weaken	VERB
ajee-6041	239	19	deterministic	deterministic	ADJ
ajee-6041	239	20	relationships	relationship	NOUN
ajee-6041	239	21	among	among	ADP
ajee-6041	239	22	ions	ion	NOUN
ajee-6041	239	23	.	.	PUNCT
ajee-6041	240	1	these	these	DET
ajee-6041	240	2	observations	observation	NOUN
ajee-6041	240	3	are	be	AUX
ajee-6041	240	4	consistent	consistent	ADJ
ajee-6041	240	5	with	with	ADP
ajee-6041	240	6	seasonal	seasonal	ADJ
ajee-6041	240	7	modelling	modelling	NOUN
ajee-6041	240	8	studies	study	NOUN
ajee-6041	240	9	in	in	ADP
ajee-6041	240	10	ethiopian	ethiopian	ADJ
ajee-6041	240	11	rivers	river	NOUN
ajee-6041	240	12	,	,	PUNCT
ajee-6041	240	13	where	where	SCONJ
ajee-6041	240	14	wet	wet	ADJ
ajee-6041	240	15	season	season	NOUN
ajee-6041	240	16	inputs	input	NOUN
ajee-6041	240	17	introduced	introduce	VERB
ajee-6041	240	18	stochasticity	stochasticity	NOUN
ajee-6041	240	19	that	that	PRON
ajee-6041	240	20	reduced	reduce	VERB
ajee-6041	240	21	regression	regression	NOUN
ajee-6041	240	22	performance	performance	NOUN
ajee-6041	240	23	(	(	PUNCT
ajee-6041	240	24	gizaw	gizaw	NOUN
ajee-6041	240	25	et	et	NOUN
ajee-6041	240	26	al	al	PROPN
ajee-6041	240	27	.	.	PROPN
ajee-6041	240	28	,	,	PUNCT
ajee-6041	240	29	2019	2019	NUM
ajee-6041	240	30	)	)	PUNCT
ajee-6041	240	31	.	.	PUNCT
ajee-6041	241	1	polynomial	polynomial	ADJ
ajee-6041	241	2	regression	regression	NOUN
ajee-6041	241	3	provided	provide	VERB
ajee-6041	241	4	modest	modest	ADJ
ajee-6041	241	5	improvements	improvement	NOUN
ajee-6041	241	6	over	over	ADP
ajee-6041	241	7	linear	linear	ADJ
ajee-6041	241	8	regression	regression	NOUN
ajee-6041	241	9	,	,	PUNCT
ajee-6041	241	10	raising	raise	VERB
ajee-6041	241	11	r²	r²	NOUN
ajee-6041	241	12	values	value	NOUN
ajee-6041	241	13	by	by	ADP
ajee-6041	241	14	5–7	5–7	NUM
ajee-6041	241	15	%	%	NOUN
ajee-6041	241	16	on	on	ADP
ajee-6041	241	17	average	average	ADJ
ajee-6041	241	18	,	,	PUNCT
ajee-6041	241	19	but	but	CCONJ
ajee-6041	241	20	it	it	PRON
ajee-6041	241	21	could	could	AUX
ajee-6041	241	22	not	not	PART
ajee-6041	241	23	match	match	VERB
ajee-6041	241	24	the	the	DET
ajee-6041	241	25	flexibility	flexibility	NOUN
ajee-6041	241	26	of	of	ADP
ajee-6041	241	27	decision	decision	NOUN
ajee-6041	241	28	tree	tree	NOUN
ajee-6041	241	29	models	model	NOUN
ajee-6041	241	30	.	.	PUNCT
ajee-6041	242	1	linear	linear	ADJ
ajee-6041	242	2	regression	regression	NOUN
ajee-6041	242	3	,	,	PUNCT
ajee-6041	242	4	while	while	SCONJ
ajee-6041	242	5	less	less	ADV
ajee-6041	242	6	accurate	accurate	ADJ
ajee-6041	242	7	,	,	PUNCT
ajee-6041	242	8	still	still	ADV
ajee-6041	242	9	provided	provide	VERB
ajee-6041	242	10	valuable	valuable	ADJ
ajee-6041	242	11	insights	insight	NOUN
ajee-6041	242	12	into	into	ADP
ajee-6041	242	13	parameter	parameter	PROPN
ajee-6041	242	14	interrelationships	interrelationship	NOUN
ajee-6041	242	15	,	,	PUNCT
ajee-6041	242	16	particularly	particularly	ADV
ajee-6041	242	17	during	during	ADP
ajee-6041	242	18	the	the	DET
ajee-6041	242	19	dry	dry	ADJ
ajee-6041	242	20	season	season	NOUN
ajee-6041	242	21	when	when	SCONJ
ajee-6041	242	22	hydrological	hydrological	ADJ
ajee-6041	242	23	conditions	condition	NOUN
ajee-6041	242	24	were	be	AUX
ajee-6041	242	25	stable	stable	ADJ
ajee-6041	242	26	.	.	PUNCT
ajee-6041	243	1	thus	thus	ADV
ajee-6041	243	2	,	,	PUNCT
ajee-6041	243	3	while	while	SCONJ
ajee-6041	243	4	machine	machine	NOUN
ajee-6041	243	5	learning	learning	NOUN
ajee-6041	243	6	methods	method	NOUN
ajee-6041	243	7	provide	provide	VERB
ajee-6041	243	8	the	the	DET
ajee-6041	243	9	highest	high	ADJ
ajee-6041	243	10	predictive	predictive	ADJ
ajee-6041	243	11	accuracy	accuracy	NOUN
ajee-6041	243	12	,	,	PUNCT
ajee-6041	243	13	linear	linear	ADJ
ajee-6041	243	14	regression	regression	NOUN
ajee-6041	243	15	remains	remain	VERB
ajee-6041	243	16	a	a	DET
ajee-6041	243	17	useful	useful	ADJ
ajee-6041	243	18	tool	tool	NOUN
ajee-6041	243	19	for	for	ADP
ajee-6041	243	20	understanding	understand	VERB
ajee-6041	243	21	underlying	underlie	VERB
ajee-6041	243	22	relationships	relationship	NOUN
ajee-6041	243	23	in	in	ADP
ajee-6041	243	24	the	the	DET
ajee-6041	243	25	data	datum	NOUN
ajee-6041	243	26	.	.	PUNCT
ajee-6041	244	1	in	in	ADP
ajee-6041	244	2	practical	practical	ADJ
ajee-6041	244	3	terms	term	NOUN
ajee-6041	244	4	,	,	PUNCT
ajee-6041	244	5	the	the	DET
ajee-6041	244	6	high	high	ADJ
ajee-6041	244	7	predictive	predictive	ADJ
ajee-6041	244	8	accuracy	accuracy	NOUN
ajee-6041	244	9	of	of	ADP
ajee-6041	244	10	decision	decision	NOUN
ajee-6041	244	11	tree	tree	NOUN
ajee-6041	244	12	models	model	NOUN
ajee-6041	244	13	for	for	ADP
ajee-6041	244	14	phosphate	phosphate	NOUN
ajee-6041	244	15	and	and	CCONJ
ajee-6041	244	16	turbidity	turbidity	NOUN
ajee-6041	244	17	is	be	AUX
ajee-6041	244	18	particularly	particularly	ADV
ajee-6041	244	19	significant	significant	ADJ
ajee-6041	244	20	.	.	PUNCT
ajee-6041	245	1	these	these	DET
ajee-6041	245	2	parameters	parameter	NOUN
ajee-6041	245	3	are	be	AUX
ajee-6041	245	4	the	the	DET
ajee-6041	245	5	most	most	ADV
ajee-6041	245	6	critical	critical	ADJ
ajee-6041	245	7	water	water	NOUN
ajee-6041	245	8	quality	quality	NOUN
ajee-6041	245	9	concerns	concern	NOUN
ajee-6041	245	10	in	in	ADP
ajee-6041	245	11	both	both	CCONJ
ajee-6041	245	12	ogun	ogun	NOUN
ajee-6041	245	13	and	and	CCONJ
ajee-6041	245	14	oshun	oshun	NOUN
ajee-6041	245	15	rivers	river	NOUN
ajee-6041	245	16	,	,	PUNCT
ajee-6041	245	17	as	as	SCONJ
ajee-6041	245	18	highlighted	highlight	VERB
ajee-6041	245	19	in	in	ADP
ajee-6041	245	20	the	the	DET
ajee-6041	245	21	compliance	compliance	NOUN
ajee-6041	245	22	analysis	analysis	NOUN
ajee-6041	245	23	(	(	PUNCT
ajee-6041	245	24	table	table	NOUN
ajee-6041	245	25	7	7	NUM
ajee-6041	245	26	,	,	PUNCT
ajee-6041	245	27	figure	figure	NOUN
ajee-6041	245	28	4	4	NUM
ajee-6041	245	29	)	)	PUNCT
ajee-6041	245	30	.	.	PUNCT
ajee-6041	246	1	the	the	DET
ajee-6041	246	2	ability	ability	NOUN
ajee-6041	246	3	to	to	PART
ajee-6041	246	4	predict	predict	VERB
ajee-6041	246	5	them	they	PRON
ajee-6041	246	6	accurately	accurately	ADV
ajee-6041	246	7	using	use	VERB
ajee-6041	246	8	easily	easily	ADV
ajee-6041	246	9	measurable	measurable	ADJ
ajee-6041	246	10	variables	variable	NOUN
ajee-6041	246	11	such	such	ADJ
ajee-6041	246	12	as	as	ADP
ajee-6041	246	13	sodium	sodium	NOUN
ajee-6041	246	14	,	,	PUNCT
ajee-6041	246	15	chloride	chloride	NOUN
ajee-6041	246	16	,	,	PUNCT
ajee-6041	246	17	and	and	CCONJ
ajee-6041	246	18	hardness	hardness	NOUN
ajee-6041	246	19	offers	offer	VERB
ajee-6041	246	20	an	an	DET
ajee-6041	246	21	opportunity	opportunity	NOUN
ajee-6041	246	22	for	for	ADP
ajee-6041	246	23	cost	cost	NOUN
ajee-6041	246	24	-	-	PUNCT
ajee-6041	246	25	effective	effective	ADJ
ajee-6041	246	26	monitoring	monitoring	NOUN
ajee-6041	246	27	in	in	ADP
ajee-6041	246	28	regions	region	NOUN
ajee-6041	246	29	with	with	ADP
ajee-6041	246	30	limited	limited	ADJ
ajee-6041	246	31	laboratory	laboratory	NOUN
ajee-6041	246	32	infrastructure	infrastructure	NOUN
ajee-6041	246	33	.	.	PUNCT
ajee-6041	247	1	decision	decision	NOUN
ajee-6041	247	2	tree	tree	NOUN
ajee-6041	247	3	models	model	NOUN
ajee-6041	247	4	could	could	AUX
ajee-6041	247	5	therefore	therefore	ADV
ajee-6041	247	6	serve	serve	VERB
ajee-6041	247	7	as	as	ADP
ajee-6041	247	8	early	early	ADJ
ajee-6041	247	9	-	-	PUNCT
ajee-6041	247	10	warning	warning	NOUN
ajee-6041	247	11	systems	system	NOUN
ajee-6041	247	12	for	for	ADP
ajee-6041	247	13	nutrient	nutrient	NOUN
ajee-6041	247	14	enrichment	enrichment	NOUN
ajee-6041	247	15	and	and	CCONJ
ajee-6041	247	16	sediment	sediment	NOUN
ajee-6041	247	17	pollution	pollution	NOUN
ajee-6041	247	18	,	,	PUNCT
ajee-6041	247	19	complementing	complement	VERB
ajee-6041	247	20	conventional	conventional	ADJ
ajee-6041	247	21	water	water	NOUN
ajee-6041	247	22	quality	quality	NOUN
ajee-6041	247	23	monitoring	monitoring	NOUN
ajee-6041	247	24	.	.	PUNCT
ajee-6041	248	1	taken	take	VERB
ajee-6041	248	2	together	together	ADV
ajee-6041	248	3	,	,	PUNCT
ajee-6041	248	4	the	the	DET
ajee-6041	248	5	results	result	NOUN
ajee-6041	248	6	demonstrate	demonstrate	VERB
ajee-6041	248	7	that	that	SCONJ
ajee-6041	248	8	while	while	SCONJ
ajee-6041	248	9	traditional	traditional	ADJ
ajee-6041	248	10	linear	linear	NOUN
ajee-6041	248	11	models	model	NOUN
ajee-6041	248	12	are	be	AUX
ajee-6041	248	13	useful	useful	ADJ
ajee-6041	248	14	for	for	ADP
ajee-6041	248	15	explanatory	explanatory	ADJ
ajee-6041	248	16	purposes	purpose	NOUN
ajee-6041	248	17	,	,	PUNCT
ajee-6041	248	18	decision	decision	NOUN
ajee-6041	248	19	tree	tree	NOUN
ajee-6041	248	20	regression	regression	NOUN
ajee-6041	248	21	provides	provide	VERB
ajee-6041	248	22	the	the	DET
ajee-6041	248	23	most	most	ADV
ajee-6041	248	24	powerful	powerful	ADJ
ajee-6041	248	25	predictive	predictive	ADJ
ajee-6041	248	26	tool	tool	NOUN
ajee-6041	248	27	for	for	ADP
ajee-6041	248	28	water	water	NOUN
ajee-6041	248	29	quality	quality	NOUN
ajee-6041	248	30	assessment	assessment	NOUN
ajee-6041	248	31	in	in	ADP
ajee-6041	248	32	nigerian	nigerian	PROPN
ajee-6041	248	33	river	river	NOUN
ajee-6041	248	34	systems	system	NOUN
ajee-6041	248	35	,	,	PUNCT
ajee-6041	248	36	especially	especially	ADV
ajee-6041	248	37	during	during	ADP
ajee-6041	248	38	dry	dry	ADJ
ajee-6041	248	39	seasons	season	NOUN
ajee-6041	248	40	when	when	SCONJ
ajee-6041	248	41	conditions	condition	NOUN
ajee-6041	248	42	are	be	AUX
ajee-6041	248	43	more	more	ADV
ajee-6041	248	44	stable	stable	ADJ
ajee-6041	248	45	.	.	PUNCT
ajee-6041	249	1	the	the	DET
ajee-6041	249	2	integration	integration	NOUN
ajee-6041	249	3	of	of	ADP
ajee-6041	249	4	such	such	ADJ
ajee-6041	249	5	models	model	NOUN
ajee-6041	249	6	into	into	ADP
ajee-6041	249	7	water	water	NOUN
ajee-6041	249	8	resource	resource	NOUN
ajee-6041	249	9	management	management	NOUN
ajee-6041	249	10	frameworks	framework	NOUN
ajee-6041	249	11	could	could	AUX
ajee-6041	249	12	enhance	enhance	VERB
ajee-6041	249	13	proactive	proactive	ADJ
ajee-6041	249	14	monitoring	monitoring	NOUN
ajee-6041	249	15	and	and	CCONJ
ajee-6041	249	16	improve	improve	VERB
ajee-6041	249	17	decisionmaking	decisionmake	VERB
ajee-6041	249	18	in	in	ADP
ajee-6041	249	19	water	water	NOUN
ajee-6041	249	20	quality	quality	NOUN
ajee-6041	249	21	protection	protection	NOUN
ajee-6041	249	22	.	.	PUNCT
ajee-6041	250	1	table	table	NOUN
ajee-6041	250	2	7	7	NUM
ajee-6041	250	3	:	:	PUNCT
ajee-6041	250	4	comparison	comparison	NOUN
ajee-6041	250	5	of	of	ADP
ajee-6041	250	6	predictive	predictive	ADJ
ajee-6041	250	7	model	model	NOUN
ajee-6041	250	8	performance	performance	NOUN
ajee-6041	250	9	for	for	ADP
ajee-6041	250	10	ogun	ogun	NOUN
ajee-6041	250	11	and	and	CCONJ
ajee-6041	250	12	oshun	oshun	NOUN
ajee-6041	250	13	rivers	river	NOUN
ajee-6041	250	14	(	(	PUNCT
ajee-6041	250	15	wet	wet	ADJ
ajee-6041	250	16	and	and	CCONJ
ajee-6041	250	17	dry	dry	ADJ
ajee-6041	250	18	seasons	season	NOUN
ajee-6041	250	19	)	)	PUNCT
ajee-6041	250	20	river	river	NOUN
ajee-6041	250	21	season	season	NOUN
ajee-6041	250	22	target	target	NOUN
ajee-6041	250	23	model	model	NOUN
ajee-6041	250	24	r²	r²	NOUN
ajee-6041	250	25	rmse	rmse	NOUN
ajee-6041	250	26	mae	mae	PROPN
ajee-6041	250	27	ogun	ogun	PROPN
ajee-6041	250	28	dry	dry	ADJ
ajee-6041	250	29	po₄³⁻	po₄³⁻	NOUN
ajee-6041	250	30	linear	linear	NOUN
ajee-6041	250	31	0.88	0.88	NUM
ajee-6041	250	32	9.5	9.5	NUM
ajee-6041	250	33	7.2	7.2	NUM
ajee-6041	250	34	polynomial	polynomial	ADJ
ajee-6041	250	35	0.91	0.91	NUM
ajee-6041	250	36	8.1	8.1	NUM
ajee-6041	250	37	6.4	6.4	NUM
ajee-6041	250	38	decision	decision	NOUN
ajee-6041	250	39	tree	tree	NOUN
ajee-6041	250	40	0.95	0.95	NUM
ajee-6041	250	41	6.8	6.8	NUM
ajee-6041	250	42	5.6	5.6	NUM
ajee-6041	250	43	wet	wet	ADJ
ajee-6041	250	44	po₄³⁻	po₄³⁻	NOUN
ajee-6041	250	45	linear	linear	NOUN
ajee-6041	250	46	0.72	0.72	NUM
ajee-6041	250	47	12.7	12.7	NUM
ajee-6041	250	48	9.4	9.4	NUM
ajee-6041	250	49	polynomial	polynomial	NOUN
ajee-6041	250	50	0.79	0.79	NUM
ajee-6041	250	51	11	11	NUM
ajee-6041	250	52	8.3	8.3	NUM
ajee-6041	250	53	decision	decision	NOUN
ajee-6041	250	54	tree	tree	NOUN
ajee-6041	250	55	0.86	0.86	NUM
ajee-6041	250	56	9.2	9.2	NUM
ajee-6041	250	57	6.9	6.9	NUM
ajee-6041	250	58	oshun	oshun	NOUN
ajee-6041	250	59	dry	dry	ADJ
ajee-6041	250	60	po₄³⁻	po₄³⁻	NOUN
ajee-6041	250	61	linear	linear	NOUN
ajee-6041	250	62	0.9	0.9	NUM
ajee-6041	250	63	8.4	8.4	NUM
ajee-6041	250	64	6.7	6.7	NUM
ajee-6041	250	65	polynomial	polynomial	ADJ
ajee-6041	250	66	0.93	0.93	NUM
ajee-6041	250	67	7.5	7.5	NUM
ajee-6041	250	68	6	6	NUM
ajee-6041	250	69	decision	decision	NOUN
ajee-6041	250	70	tree	tree	NOUN
ajee-6041	250	71	0.96	0.96	NUM
ajee-6041	250	72	6	6	NUM
ajee-6041	250	73	5.1	5.1	NUM
ajee-6041	250	74	wet	wet	ADJ
ajee-6041	250	75	po₄³⁻	po₄³⁻	NOUN
ajee-6041	250	76	linear	linear	NOUN
ajee-6041	250	77	0.76	0.76	NUM
ajee-6041	250	78	11.6	11.6	NUM
ajee-6041	250	79	8.8	8.8	NUM
ajee-6041	250	80	polynomial	polynomial	ADJ
ajee-6041	250	81	0.82	0.82	NUM
ajee-6041	250	82	10.1	10.1	NUM
ajee-6041	250	83	8	8	NUM
ajee-6041	250	84	decision	decision	NOUN
ajee-6041	250	85	tree	tree	NOUN
ajee-6041	250	86	0.89	0.89	NUM
ajee-6041	250	87	8.6	8.6	NUM
ajee-6041	250	88	6.8	6.8	NUM
ajee-6041	250	89	ogun	ogun	NOUN
ajee-6041	250	90	dry	dry	ADJ
ajee-6041	250	91	turbidity	turbidity	NOUN
ajee-6041	250	92	linear	linear	NOUN
ajee-6041	250	93	0.81	0.81	NUM
ajee-6041	250	94	10.2	10.2	NUM
ajee-6041	250	95	7.8	7.8	NUM
ajee-6041	250	96	polynomial	polynomial	ADJ
ajee-6041	250	97	0.85	0.85	NUM
ajee-6041	250	98	9.1	9.1	NUM
ajee-6041	250	99	7	7	NUM
ajee-6041	250	100	pa	pa	PROPN
ajee-6041	250	101	ge	ge	PROPN
ajee-6041	250	102	21	21	NUM
ajee-6041	250	103	4	4	NUM
ajee-6041	250	104	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	250	105	am	am	NOUN
ajee-6041	250	106	.	.	PUNCT
ajee-6041	251	1	j.	j.	PROPN
ajee-6041	251	2	environ	environ	PROPN
ajee-6041	251	3	econ	econ	PROPN
ajee-6041	251	4	.	.	PUNCT
ajee-6041	252	1	4(1	4(1	X
ajee-6041	252	2	)	)	PUNCT
ajee-6041	253	1	205	205	NUM
ajee-6041	253	2	-	-	SYM
ajee-6041	253	3	220	220	NUM
ajee-6041	253	4	,	,	PUNCT
ajee-6041	253	5	2025	2025	NUM
ajee-6041	253	6	decision	decision	NOUN
ajee-6041	253	7	tree	tree	NOUN
ajee-6041	253	8	0.91	0.91	NUM
ajee-6041	253	9	7.5	7.5	NUM
ajee-6041	253	10	6.2	6.2	NUM
ajee-6041	253	11	wet	wet	ADJ
ajee-6041	253	12	turbidity	turbidity	NOUN
ajee-6041	253	13	linear	linear	NOUN
ajee-6041	253	14	0.69	0.69	NUM
ajee-6041	253	15	13	13	NUM
ajee-6041	253	16	9.8	9.8	NUM
ajee-6041	253	17	polynomial	polynomial	NOUN
ajee-6041	253	18	0.75	0.75	NUM
ajee-6041	253	19	11.5	11.5	NUM
ajee-6041	253	20	8.7	8.7	NUM
ajee-6041	253	21	decision	decision	NOUN
ajee-6041	253	22	tree	tree	NOUN
ajee-6041	253	23	0.83	0.83	NUM
ajee-6041	253	24	9.8	9.8	NUM
ajee-6041	253	25	7.4	7.4	NUM
ajee-6041	253	26	oshun	oshun	NOUN
ajee-6041	253	27	dry	dry	ADJ
ajee-6041	253	28	turbidity	turbidity	NOUN
ajee-6041	253	29	linear	linear	NOUN
ajee-6041	253	30	0.85	0.85	NUM
ajee-6041	253	31	9	9	NUM
ajee-6041	253	32	6.9	6.9	NUM
ajee-6041	253	33	polynomial	polynomial	ADJ
ajee-6041	253	34	0.89	0.89	NUM
ajee-6041	253	35	8.1	8.1	NUM
ajee-6041	253	36	6.3	6.3	NUM
ajee-6041	253	37	decision	decision	NOUN
ajee-6041	253	38	tree	tree	NOUN
ajee-6041	253	39	0.93	0.93	NUM
ajee-6041	253	40	6.8	6.8	NUM
ajee-6041	253	41	5.5	5.5	NUM
ajee-6041	253	42	wet	wet	ADJ
ajee-6041	253	43	turbidity	turbidity	NOUN
ajee-6041	253	44	linear	linear	NOUN
ajee-6041	253	45	0.71	0.71	NUM
ajee-6041	253	46	12.3	12.3	NUM
ajee-6041	253	47	9.2	9.2	NUM
ajee-6041	253	48	polynomial	polynomial	NOUN
ajee-6041	253	49	0.78	0.78	NUM
ajee-6041	253	50	10.9	10.9	NUM
ajee-6041	253	51	8.4	8.4	NUM
ajee-6041	253	52	decision	decision	NOUN
ajee-6041	253	53	tree	tree	NOUN
ajee-6041	253	54	0.86	0.86	NUM
ajee-6041	253	55	8.9	8.9	NUM
ajee-6041	253	56	6.7	6.7	NUM
ajee-6041	253	57	ogun	ogun	NOUN
ajee-6041	253	58	dry	dry	PROPN
ajee-6041	253	59	tds	tds	PROPN
ajee-6041	253	60	linear	linear	PROPN
ajee-6041	253	61	0.86	0.86	NUM
ajee-6041	253	62	8.7	8.7	NUM
ajee-6041	253	63	6.9	6.9	NUM
ajee-6041	253	64	polynomial	polynomial	ADJ
ajee-6041	253	65	0.9	0.9	NUM
ajee-6041	253	66	7.8	7.8	NUM
ajee-6041	253	67	6.2	6.2	NUM
ajee-6041	253	68	decision	decision	NOUN
ajee-6041	253	69	tree	tree	NOUN
ajee-6041	253	70	0.94	0.94	NUM
ajee-6041	253	71	6.5	6.5	NUM
ajee-6041	253	72	5.3	5.3	NUM
ajee-6041	253	73	wet	wet	ADJ
ajee-6041	253	74	tds	tds	ADJ
ajee-6041	253	75	linear	linear	NOUN
ajee-6041	253	76	0.74	0.74	NUM
ajee-6041	253	77	11.8	11.8	NUM
ajee-6041	253	78	8.7	8.7	NUM
ajee-6041	253	79	polynomial	polynomial	ADJ
ajee-6041	253	80	0.8	0.8	NUM
ajee-6041	253	81	10.3	10.3	NUM
ajee-6041	253	82	8.1	8.1	NUM
ajee-6041	253	83	decision	decision	NOUN
ajee-6041	253	84	tree	tree	NOUN
ajee-6041	253	85	0.87	0.87	NUM
ajee-6041	253	86	8.5	8.5	NUM
ajee-6041	253	87	6.6	6.6	NUM
ajee-6041	253	88	oshun	oshun	NOUN
ajee-6041	253	89	dry	dry	ADJ
ajee-6041	253	90	tds	tds	PROPN
ajee-6041	253	91	linear	linear	PROPN
ajee-6041	253	92	0.87	0.87	NUM
ajee-6041	253	93	8	8	NUM
ajee-6041	253	94	6.4	6.4	NUM
ajee-6041	253	95	polynomial	polynomial	NOUN
ajee-6041	253	96	0.91	0.91	NUM
ajee-6041	253	97	7.2	7.2	NUM
ajee-6041	253	98	5.8	5.8	NUM
ajee-6041	253	99	decision	decision	NOUN
ajee-6041	253	100	tree	tree	NOUN
ajee-6041	253	101	0.95	0.95	NUM
ajee-6041	253	102	6	6	NUM
ajee-6041	253	103	5	5	NUM
ajee-6041	253	104	wet	wet	ADJ
ajee-6041	253	105	tds	tds	ADJ
ajee-6041	253	106	linear	linear	NOUN
ajee-6041	253	107	0.75	0.75	NUM
ajee-6041	253	108	11.2	11.2	NUM
ajee-6041	253	109	8.5	8.5	NUM
ajee-6041	253	110	polynomial	polynomial	ADJ
ajee-6041	253	111	0.82	0.82	NUM
ajee-6041	253	112	10	10	NUM
ajee-6041	253	113	7.9	7.9	NUM
ajee-6041	253	114	decision	decision	NOUN
ajee-6041	253	115	tree	tree	NOUN
ajee-6041	253	116	0.88	0.88	NUM
ajee-6041	253	117	8.4	8.4	NUM
ajee-6041	253	118	6.5	6.5	NUM
ajee-6041	253	119	figure	figure	NOUN
ajee-6041	253	120	5	5	NUM
ajee-6041	253	121	:	:	PUNCT
ajee-6041	253	122	regression	regression	NOUN
ajee-6041	253	123	model	model	NOUN
ajee-6041	253	124	performance	performance	NOUN
ajee-6041	253	125	(	(	PUNCT
ajee-6041	253	126	mlr	mlr	NOUN
ajee-6041	253	127	,	,	PUNCT
ajee-6041	253	128	polynomial	polynomial	ADJ
ajee-6041	253	129	,	,	PUNCT
ajee-6041	253	130	and	and	CCONJ
ajee-6041	253	131	decision	decision	NOUN
ajee-6041	253	132	tree	tree	NOUN
ajee-6041	253	133	regression	regression	NOUN
ajee-6041	253	134	)	)	PUNCT
ajee-6041	253	135	for	for	ADP
ajee-6041	253	136	selected	select	VERB
ajee-6041	253	137	parameters	parameter	NOUN
ajee-6041	253	138	(	(	PUNCT
ajee-6041	253	139	po₄³⁻	po₄³⁻	NOUN
ajee-6041	253	140	,	,	PUNCT
ajee-6041	253	141	turbidity	turbidity	NOUN
ajee-6041	253	142	,	,	PUNCT
ajee-6041	253	143	and	and	CCONJ
ajee-6041	253	144	tds	tds	ADJ
ajee-6041	253	145	)	)	PUNCT
ajee-6041	253	146	.	.	PUNCT
ajee-6041	254	1	pa	pa	PROPN
ajee-6041	254	2	ge	ge	PROPN
ajee-6041	254	3	21	21	NUM
ajee-6041	254	4	5	5	NUM
ajee-6041	254	5	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	254	6	am	am	NOUN
ajee-6041	254	7	.	.	PUNCT
ajee-6041	255	1	j.	j.	PROPN
ajee-6041	255	2	environ	environ	PROPN
ajee-6041	255	3	econ	econ	PROPN
ajee-6041	255	4	.	.	PUNCT
ajee-6041	256	1	4(1	4(1	X
ajee-6041	256	2	)	)	PUNCT
ajee-6041	257	1	205	205	NUM
ajee-6041	257	2	-	-	SYM
ajee-6041	257	3	220	220	NUM
ajee-6041	257	4	,	,	PUNCT
ajee-6041	257	5	2025	2025	NUM
ajee-6041	257	6	the	the	DET
ajee-6041	257	7	comparative	comparative	ADJ
ajee-6041	257	8	model	model	NOUN
ajee-6041	257	9	evaluation	evaluation	NOUN
ajee-6041	257	10	(	(	PUNCT
ajee-6041	257	11	figure	figure	NOUN
ajee-6041	257	12	5	5	NUM
ajee-6041	257	13	)	)	PUNCT
ajee-6041	257	14	clearly	clearly	ADV
ajee-6041	257	15	demonstrates	demonstrate	VERB
ajee-6041	257	16	the	the	DET
ajee-6041	257	17	superior	superior	ADJ
ajee-6041	257	18	performance	performance	NOUN
ajee-6041	257	19	of	of	ADP
ajee-6041	257	20	machine	machine	NOUN
ajee-6041	257	21	learning	learning	NOUN
ajee-6041	257	22	approaches	approach	VERB
ajee-6041	257	23	over	over	ADP
ajee-6041	257	24	traditional	traditional	ADJ
ajee-6041	257	25	regression	regression	NOUN
ajee-6041	257	26	techniques	technique	NOUN
ajee-6041	257	27	in	in	ADP
ajee-6041	257	28	predicting	predict	VERB
ajee-6041	257	29	key	key	ADJ
ajee-6041	257	30	water	water	NOUN
ajee-6041	257	31	quality	quality	NOUN
ajee-6041	257	32	parameters	parameter	NOUN
ajee-6041	257	33	.	.	PUNCT
ajee-6041	258	1	in	in	ADP
ajee-6041	258	2	both	both	CCONJ
ajee-6041	258	3	ogun	ogun	NOUN
ajee-6041	258	4	and	and	CCONJ
ajee-6041	258	5	oshun	oshun	NOUN
ajee-6041	258	6	rivers	river	NOUN
ajee-6041	258	7	,	,	PUNCT
ajee-6041	258	8	decision	decision	NOUN
ajee-6041	258	9	tree	tree	NOUN
ajee-6041	258	10	regression	regression	NOUN
ajee-6041	258	11	(	(	PUNCT
ajee-6041	258	12	dtr	dtr	NOUN
ajee-6041	258	13	)	)	PUNCT
ajee-6041	258	14	consistently	consistently	ADV
ajee-6041	258	15	achieved	achieve	VERB
ajee-6041	258	16	the	the	DET
ajee-6041	258	17	highest	high	ADJ
ajee-6041	258	18	coefficients	coefficient	NOUN
ajee-6041	258	19	of	of	ADP
ajee-6041	258	20	determination	determination	NOUN
ajee-6041	258	21	(	(	PUNCT
ajee-6041	258	22	r²	r²	VERB
ajee-6041	258	23	>	>	X
ajee-6041	258	24	0.94	0.94	NUM
ajee-6041	258	25	)	)	PUNCT
ajee-6041	258	26	while	while	SCONJ
ajee-6041	258	27	also	also	ADV
ajee-6041	258	28	minimizing	minimize	VERB
ajee-6041	258	29	error	error	NOUN
ajee-6041	258	30	metrics	metric	NOUN
ajee-6041	258	31	(	(	PUNCT
ajee-6041	258	32	rmse	rmse	VERB
ajee-6041	258	33	<	<	X
ajee-6041	258	34	0.22	0.22	NUM
ajee-6041	258	35	;	;	PUNCT
ajee-6041	258	36	mae	mae	PROPN
ajee-6041	258	37	<	<	X
ajee-6041	258	38	0.15	0.15	NUM
ajee-6041	258	39	)	)	PUNCT
ajee-6041	258	40	.	.	PUNCT
ajee-6041	259	1	by	by	ADP
ajee-6041	259	2	contrast	contrast	NOUN
ajee-6041	259	3	,	,	PUNCT
ajee-6041	259	4	multiple	multiple	ADJ
ajee-6041	259	5	linear	linear	ADJ
ajee-6041	259	6	regression	regression	NOUN
ajee-6041	259	7	(	(	PUNCT
ajee-6041	259	8	mlr	mlr	NOUN
ajee-6041	259	9	)	)	PUNCT
ajee-6041	259	10	models	model	NOUN
ajee-6041	259	11	yielded	yield	VERB
ajee-6041	259	12	moderate	moderate	ADJ
ajee-6041	259	13	predictive	predictive	ADJ
ajee-6041	259	14	strength	strength	NOUN
ajee-6041	259	15	(	(	PUNCT
ajee-6041	259	16	r²	r²	NOUN
ajee-6041	259	17	=	=	SYM
ajee-6041	259	18	0.78–0.88	0.78–0.88	NOUN
ajee-6041	259	19	)	)	PUNCT
ajee-6041	259	20	,	,	PUNCT
ajee-6041	259	21	reflecting	reflect	VERB
ajee-6041	259	22	their	their	PRON
ajee-6041	259	23	limited	limited	ADJ
ajee-6041	259	24	capacity	capacity	NOUN
ajee-6041	259	25	to	to	PART
ajee-6041	259	26	capture	capture	VERB
ajee-6041	259	27	nonlinear	nonlinear	ADJ
ajee-6041	259	28	relationships	relationship	NOUN
ajee-6041	259	29	between	between	ADP
ajee-6041	259	30	ionic	ionic	ADJ
ajee-6041	259	31	parameters	parameter	NOUN
ajee-6041	259	32	.	.	PUNCT
ajee-6041	260	1	polynomial	polynomial	ADJ
ajee-6041	260	2	regression	regression	NOUN
ajee-6041	260	3	provided	provide	VERB
ajee-6041	260	4	modest	modest	ADJ
ajee-6041	260	5	improvements	improvement	NOUN
ajee-6041	260	6	over	over	ADP
ajee-6041	260	7	mlr	mlr	PROPN
ajee-6041	260	8	,	,	PUNCT
ajee-6041	260	9	but	but	CCONJ
ajee-6041	260	10	it	it	PRON
ajee-6041	260	11	was	be	AUX
ajee-6041	260	12	still	still	ADV
ajee-6041	260	13	outperformed	outperform	VERB
ajee-6041	260	14	by	by	ADP
ajee-6041	260	15	dtr	dtr	NOUN
ajee-6041	260	16	in	in	ADP
ajee-6041	260	17	all	all	DET
ajee-6041	260	18	cases	case	NOUN
ajee-6041	260	19	.	.	PUNCT
ajee-6041	261	1	the	the	DET
ajee-6041	261	2	reliability	reliability	NOUN
ajee-6041	261	3	of	of	ADP
ajee-6041	261	4	dtr	dtr	NOUN
ajee-6041	261	5	in	in	ADP
ajee-6041	261	6	both	both	CCONJ
ajee-6041	261	7	dry	dry	ADJ
ajee-6041	261	8	and	and	CCONJ
ajee-6041	261	9	wet	wet	ADJ
ajee-6041	261	10	seasons	season	NOUN
ajee-6041	261	11	underscores	underscore	VERB
ajee-6041	261	12	its	its	PRON
ajee-6041	261	13	suitability	suitability	NOUN
ajee-6041	261	14	for	for	ADP
ajee-6041	261	15	hydrochemical	hydrochemical	ADJ
ajee-6041	261	16	modelling	modelling	NOUN
ajee-6041	261	17	,	,	PUNCT
ajee-6041	261	18	where	where	SCONJ
ajee-6041	261	19	parameter	parameter	NOUN
ajee-6041	261	20	interactions	interaction	NOUN
ajee-6041	261	21	are	be	AUX
ajee-6041	261	22	inherently	inherently	ADV
ajee-6041	261	23	nonlinear	nonlinear	ADJ
ajee-6041	261	24	and	and	CCONJ
ajee-6041	261	25	influenced	influence	VERB
ajee-6041	261	26	by	by	ADP
ajee-6041	261	27	both	both	CCONJ
ajee-6041	261	28	geogenic	geogenic	ADJ
ajee-6041	261	29	and	and	CCONJ
ajee-6041	261	30	anthropogenic	anthropogenic	ADJ
ajee-6041	261	31	sources	source	NOUN
ajee-6041	261	32	.	.	PUNCT
ajee-6041	262	1	these	these	DET
ajee-6041	262	2	findings	finding	NOUN
ajee-6041	262	3	align	align	VERB
ajee-6041	262	4	with	with	ADP
ajee-6041	262	5	recent	recent	ADJ
ajee-6041	262	6	studies	study	NOUN
ajee-6041	262	7	in	in	ADP
ajee-6041	262	8	nigeria	nigeria	PROPN
ajee-6041	262	9	and	and	CCONJ
ajee-6041	262	10	south	south	PROPN
ajee-6041	262	11	asia	asia	PROPN
ajee-6041	262	12	(	(	PUNCT
ajee-6041	262	13	aladejana	aladejana	PROPN
ajee-6041	262	14	et	et	PROPN
ajee-6041	262	15	al	al	PROPN
ajee-6041	262	16	.	.	PROPN
ajee-6041	262	17	,	,	PUNCT
ajee-6041	262	18	2021	2021	NUM
ajee-6041	262	19	;	;	PUNCT
ajee-6041	262	20	rahman	rahman	PROPN
ajee-6041	262	21	et	et	PROPN
ajee-6041	262	22	al	al	PROPN
ajee-6041	262	23	.	.	PROPN
ajee-6041	262	24	,	,	PUNCT
ajee-6041	262	25	2022	2022	NUM
ajee-6041	262	26	)	)	PUNCT
ajee-6041	262	27	,	,	PUNCT
ajee-6041	262	28	which	which	PRON
ajee-6041	262	29	showed	show	VERB
ajee-6041	262	30	that	that	SCONJ
ajee-6041	262	31	machine	machine	NOUN
ajee-6041	262	32	learning	learning	NOUN
ajee-6041	262	33	methods	method	NOUN
ajee-6041	262	34	consistently	consistently	ADV
ajee-6041	262	35	outperform	outperform	VERB
ajee-6041	262	36	classical	classical	ADJ
ajee-6041	262	37	regression	regression	NOUN
ajee-6041	262	38	models	model	NOUN
ajee-6041	262	39	in	in	ADP
ajee-6041	262	40	capturing	capture	VERB
ajee-6041	262	41	complex	complex	ADJ
ajee-6041	262	42	water	water	NOUN
ajee-6041	262	43	quality	quality	NOUN
ajee-6041	262	44	dynamics	dynamic	NOUN
ajee-6041	262	45	.	.	PUNCT
ajee-6041	263	1	importantly	importantly	ADV
ajee-6041	263	2	,	,	PUNCT
ajee-6041	263	3	the	the	DET
ajee-6041	263	4	ability	ability	NOUN
ajee-6041	263	5	of	of	ADP
ajee-6041	263	6	dtr	dtr	NOUN
ajee-6041	263	7	to	to	PART
ajee-6041	263	8	accurately	accurately	ADV
ajee-6041	263	9	predict	predict	VERB
ajee-6041	263	10	phosphate	phosphate	NOUN
ajee-6041	263	11	and	and	CCONJ
ajee-6041	263	12	turbidity	turbidity	NOUN
ajee-6041	263	13	is	be	AUX
ajee-6041	263	14	particularly	particularly	ADV
ajee-6041	263	15	valuable	valuable	ADJ
ajee-6041	263	16	,	,	PUNCT
ajee-6041	263	17	as	as	SCONJ
ajee-6041	263	18	these	these	DET
ajee-6041	263	19	parameters	parameter	NOUN
ajee-6041	263	20	frequently	frequently	ADV
ajee-6041	263	21	exceeded	exceed	VERB
ajee-6041	263	22	guideline	guideline	NOUN
ajee-6041	263	23	values	value	NOUN
ajee-6041	263	24	and	and	CCONJ
ajee-6041	263	25	pose	pose	VERB
ajee-6041	263	26	significant	significant	ADJ
ajee-6041	263	27	ecological	ecological	ADJ
ajee-6041	263	28	and	and	CCONJ
ajee-6041	263	29	public	public	ADJ
ajee-6041	263	30	health	health	NOUN
ajee-6041	263	31	concerns	concern	NOUN
ajee-6041	263	32	.	.	PUNCT
ajee-6041	264	1	hydrochemical	hydrochemical	ADJ
ajee-6041	264	2	ratios	ratio	NOUN
ajee-6041	264	3	and	and	CCONJ
ajee-6041	264	4	geochemical	geochemical	ADJ
ajee-6041	264	5	insights	insight	NOUN
ajee-6041	264	6	hydrochemical	hydrochemical	ADJ
ajee-6041	264	7	ratios	ratio	NOUN
ajee-6041	264	8	were	be	AUX
ajee-6041	264	9	employed	employ	VERB
ajee-6041	264	10	to	to	PART
ajee-6041	264	11	interpret	interpret	VERB
ajee-6041	264	12	the	the	DET
ajee-6041	264	13	geochemical	geochemical	ADJ
ajee-6041	264	14	processes	process	NOUN
ajee-6041	264	15	controlling	control	VERB
ajee-6041	264	16	the	the	DET
ajee-6041	264	17	ionic	ionic	ADJ
ajee-6041	264	18	composition	composition	NOUN
ajee-6041	264	19	of	of	ADP
ajee-6041	264	20	ogun	ogun	NOUN
ajee-6041	264	21	and	and	CCONJ
ajee-6041	264	22	oshun	oshun	NOUN
ajee-6041	264	23	rivers	river	NOUN
ajee-6041	264	24	and	and	CCONJ
ajee-6041	264	25	to	to	PART
ajee-6041	264	26	assess	assess	VERB
ajee-6041	264	27	potential	potential	ADJ
ajee-6041	264	28	risks	risk	NOUN
ajee-6041	264	29	for	for	ADP
ajee-6041	264	30	irrigation	irrigation	NOUN
ajee-6041	264	31	use	use	NOUN
ajee-6041	264	32	.	.	PUNCT
ajee-6041	265	1	the	the	DET
ajee-6041	265	2	computed	compute	VERB
ajee-6041	265	3	ratios	ratio	NOUN
ajee-6041	265	4	,	,	PUNCT
ajee-6041	265	5	presented	present	VERB
ajee-6041	265	6	in	in	ADP
ajee-6041	265	7	table	table	NOUN
ajee-6041	265	8	9	9	NUM
ajee-6041	265	9	,	,	PUNCT
ajee-6041	265	10	provide	provide	VERB
ajee-6041	265	11	critical	critical	ADJ
ajee-6041	265	12	evidence	evidence	NOUN
ajee-6041	265	13	for	for	ADP
ajee-6041	265	14	distinguishing	distinguish	VERB
ajee-6041	265	15	between	between	ADP
ajee-6041	265	16	natural	natural	ADJ
ajee-6041	265	17	geogenic	geogenic	ADJ
ajee-6041	265	18	inputs	input	NOUN
ajee-6041	265	19	and	and	CCONJ
ajee-6041	265	20	anthropogenic	anthropogenic	ADJ
ajee-6041	265	21	influences	influence	NOUN
ajee-6041	265	22	.	.	PUNCT
ajee-6041	266	1	the	the	DET
ajee-6041	266	2	na⁺/cl⁻	na⁺/cl⁻	PROPN
ajee-6041	266	3	ratios	ratio	NOUN
ajee-6041	266	4	were	be	AUX
ajee-6041	266	5	consistently	consistently	ADV
ajee-6041	266	6	greater	great	ADJ
ajee-6041	266	7	than	than	ADP
ajee-6041	266	8	1	1	NUM
ajee-6041	266	9	in	in	ADP
ajee-6041	266	10	both	both	DET
ajee-6041	266	11	rivers	river	NOUN
ajee-6041	266	12	across	across	ADP
ajee-6041	266	13	seasons	season	NOUN
ajee-6041	266	14	,	,	PUNCT
ajee-6041	266	15	with	with	ADP
ajee-6041	266	16	higher	high	ADJ
ajee-6041	266	17	values	value	NOUN
ajee-6041	266	18	in	in	ADP
ajee-6041	266	19	the	the	DET
ajee-6041	266	20	dry	dry	ADJ
ajee-6041	266	21	season	season	NOUN
ajee-6041	266	22	(	(	PUNCT
ajee-6041	266	23	ogun	ogun	NOUN
ajee-6041	266	24	=	=	SYM
ajee-6041	266	25	5.54	5.54	NUM
ajee-6041	266	26	;	;	PUNCT
ajee-6041	266	27	oshun	oshun	NOUN
ajee-6041	266	28	=	=	NOUN
ajee-6041	266	29	5.52	5.52	NUM
ajee-6041	266	30	)	)	PUNCT
ajee-6041	266	31	compared	compare	VERB
ajee-6041	266	32	to	to	ADP
ajee-6041	266	33	the	the	DET
ajee-6041	266	34	wet	wet	ADJ
ajee-6041	266	35	season	season	NOUN
ajee-6041	266	36	(	(	PUNCT
ajee-6041	266	37	ogun	ogun	NOUN
ajee-6041	266	38	=	=	SYM
ajee-6041	266	39	2.48	2.48	NUM
ajee-6041	266	40	;	;	PUNCT
ajee-6041	266	41	oshun	oshun	NOUN
ajee-6041	266	42	=	=	SYM
ajee-6041	266	43	2.99	2.99	NUM
ajee-6041	266	44	)	)	PUNCT
ajee-6041	266	45	.	.	PUNCT
ajee-6041	267	1	ratios	ratio	NOUN
ajee-6041	267	2	above	above	ADP
ajee-6041	267	3	unity	unity	NOUN
ajee-6041	267	4	suggest	suggest	VERB
ajee-6041	267	5	that	that	SCONJ
ajee-6041	267	6	sodium	sodium	NOUN
ajee-6041	267	7	enrichment	enrichment	NOUN
ajee-6041	267	8	can	can	AUX
ajee-6041	267	9	not	not	PART
ajee-6041	267	10	be	be	AUX
ajee-6041	267	11	explained	explain	VERB
ajee-6041	267	12	by	by	ADP
ajee-6041	267	13	halite	halite	ADJ
ajee-6041	267	14	dissolution	dissolution	NOUN
ajee-6041	267	15	alone	alone	ADV
ajee-6041	267	16	but	but	CCONJ
ajee-6041	267	17	is	be	AUX
ajee-6041	267	18	strongly	strongly	ADV
ajee-6041	267	19	influenced	influence	VERB
ajee-6041	267	20	by	by	ADP
ajee-6041	267	21	anthropogenic	anthropogenic	ADJ
ajee-6041	267	22	activities	activity	NOUN
ajee-6041	267	23	such	such	ADJ
ajee-6041	267	24	as	as	ADP
ajee-6041	267	25	domestic	domestic	ADJ
ajee-6041	267	26	wastewater	wastewater	NOUN
ajee-6041	267	27	discharge	discharge	NOUN
ajee-6041	267	28	,	,	PUNCT
ajee-6041	267	29	agricultural	agricultural	ADJ
ajee-6041	267	30	fertilizers	fertilizer	NOUN
ajee-6041	267	31	,	,	PUNCT
ajee-6041	267	32	and	and	CCONJ
ajee-6041	267	33	detergents	detergent	NOUN
ajee-6041	267	34	.	.	PUNCT
ajee-6041	268	1	this	this	DET
ajee-6041	268	2	finding	finding	NOUN
ajee-6041	268	3	is	be	AUX
ajee-6041	268	4	consistent	consistent	ADJ
ajee-6041	268	5	with	with	ADP
ajee-6041	268	6	reports	report	NOUN
ajee-6041	268	7	from	from	ADP
ajee-6041	268	8	other	other	ADJ
ajee-6041	268	9	nigerian	nigerian	ADJ
ajee-6041	268	10	rivers	river	NOUN
ajee-6041	268	11	,	,	PUNCT
ajee-6041	268	12	where	where	SCONJ
ajee-6041	268	13	elevated	elevated	ADJ
ajee-6041	268	14	na⁺/cl⁻	na⁺/cl⁻	PROPN
ajee-6041	268	15	ratios	ratio	NOUN
ajee-6041	268	16	were	be	AUX
ajee-6041	268	17	linked	link	VERB
ajee-6041	268	18	to	to	ADP
ajee-6041	268	19	fertilizer	fertilizer	NOUN
ajee-6041	268	20	leaching	leaching	NOUN
ajee-6041	268	21	and	and	CCONJ
ajee-6041	268	22	urban	urban	ADJ
ajee-6041	268	23	runoff	runoff	NOUN
ajee-6041	268	24	(	(	PUNCT
ajee-6041	268	25	edokpayi	edokpayi	VERB
ajee-6041	268	26	et	et	PROPN
ajee-6041	268	27	al	al	PROPN
ajee-6041	268	28	.	.	PROPN
ajee-6041	268	29	,	,	PUNCT
ajee-6041	268	30	2019	2019	NUM
ajee-6041	268	31	)	)	PUNCT
ajee-6041	268	32	,	,	PUNCT
ajee-6041	268	33	and	and	CCONJ
ajee-6041	268	34	from	from	ADP
ajee-6041	268	35	ghanaian	ghanaian	ADJ
ajee-6041	268	36	basins	basin	NOUN
ajee-6041	268	37	(	(	PUNCT
ajee-6041	268	38	yidana	yidana	PROPN
ajee-6041	268	39	et	et	PROPN
ajee-6041	268	40	al	al	PROPN
ajee-6041	268	41	.	.	PROPN
ajee-6041	268	42	,	,	PUNCT
ajee-6041	268	43	2020	2020	NUM
ajee-6041	268	44	)	)	PUNCT
ajee-6041	268	45	,	,	PUNCT
ajee-6041	268	46	where	where	SCONJ
ajee-6041	268	47	land	land	NOUN
ajee-6041	268	48	use	use	NOUN
ajee-6041	268	49	was	be	AUX
ajee-6041	268	50	the	the	DET
ajee-6041	268	51	dominant	dominant	ADJ
ajee-6041	268	52	control	control	NOUN
ajee-6041	268	53	.	.	PUNCT
ajee-6041	269	1	the	the	DET
ajee-6041	269	2	spatial	spatial	ADJ
ajee-6041	269	3	and	and	CCONJ
ajee-6041	269	4	seasonal	seasonal	ADJ
ajee-6041	269	5	variation	variation	NOUN
ajee-6041	269	6	in	in	ADP
ajee-6041	269	7	na⁺/cl⁻	na⁺/cl⁻	PROPN
ajee-6041	269	8	ratios	ratio	NOUN
ajee-6041	269	9	is	be	AUX
ajee-6041	269	10	further	far	ADV
ajee-6041	269	11	visualized	visualize	VERB
ajee-6041	269	12	in	in	ADP
ajee-6041	269	13	figure	figure	NOUN
ajee-6041	269	14	6	6	NUM
ajee-6041	269	15	,	,	PUNCT
ajee-6041	269	16	which	which	PRON
ajee-6041	269	17	clearly	clearly	ADV
ajee-6041	269	18	separates	separate	VERB
ajee-6041	269	19	dry	dry	ADJ
ajee-6041	269	20	-	-	PUNCT
ajee-6041	269	21	season	season	NOUN
ajee-6041	269	22	enrichment	enrichment	NOUN
ajee-6041	269	23	from	from	ADP
ajee-6041	269	24	wet	wet	ADJ
ajee-6041	269	25	-	-	PUNCT
ajee-6041	269	26	season	season	NOUN
ajee-6041	269	27	dilution	dilution	NOUN
ajee-6041	269	28	.	.	PUNCT
ajee-6041	270	1	the	the	DET
ajee-6041	270	2	ca²⁺/mg²⁺	ca²⁺/mg²⁺	NOUN
ajee-6041	270	3	ratios	ratio	NOUN
ajee-6041	270	4	were	be	AUX
ajee-6041	270	5	greater	great	ADJ
ajee-6041	270	6	than	than	ADP
ajee-6041	270	7	1	1	NUM
ajee-6041	270	8	across	across	ADP
ajee-6041	270	9	both	both	DET
ajee-6041	270	10	rivers	river	NOUN
ajee-6041	270	11	and	and	CCONJ
ajee-6041	270	12	seasons	season	NOUN
ajee-6041	270	13	,	,	PUNCT
ajee-6041	270	14	reflecting	reflect	VERB
ajee-6041	270	15	calcium	calcium	NOUN
ajee-6041	270	16	dominance	dominance	NOUN
ajee-6041	270	17	and	and	CCONJ
ajee-6041	270	18	the	the	DET
ajee-6041	270	19	prevalence	prevalence	NOUN
ajee-6041	270	20	of	of	ADP
ajee-6041	270	21	carbonate	carbonate	NOUN
ajee-6041	270	22	weathering	weather	VERB
ajee-6041	270	23	as	as	ADP
ajee-6041	270	24	a	a	DET
ajee-6041	270	25	geogenic	geogenic	ADJ
ajee-6041	270	26	process	process	NOUN
ajee-6041	270	27	.	.	PUNCT
ajee-6041	271	1	these	these	DET
ajee-6041	271	2	results	result	NOUN
ajee-6041	271	3	agree	agree	VERB
ajee-6041	271	4	with	with	ADP
ajee-6041	271	5	the	the	DET
ajee-6041	271	6	geological	geological	ADJ
ajee-6041	271	7	setting	setting	NOUN
ajee-6041	271	8	of	of	ADP
ajee-6041	271	9	the	the	DET
ajee-6041	271	10	study	study	NOUN
ajee-6041	271	11	area	area	NOUN
ajee-6041	271	12	,	,	PUNCT
ajee-6041	271	13	where	where	SCONJ
ajee-6041	271	14	basement	basement	NOUN
ajee-6041	271	15	complex	complex	NOUN
ajee-6041	271	16	and	and	CCONJ
ajee-6041	271	17	carbonate	carbonate	NOUN
ajee-6041	271	18	-	-	PUNCT
ajee-6041	271	19	bearing	bear	VERB
ajee-6041	271	20	minerals	mineral	NOUN
ajee-6041	271	21	influence	influence	NOUN
ajee-6041	271	22	hydrochemistry	hydrochemistry	NOUN
ajee-6041	271	23	.	.	PUNCT
ajee-6041	272	1	comparable	comparable	ADJ
ajee-6041	272	2	ca²⁺/mg²⁺	ca²⁺/mg²⁺	NOUN
ajee-6041	272	3	patterns	pattern	NOUN
ajee-6041	272	4	have	have	AUX
ajee-6041	272	5	been	be	AUX
ajee-6041	272	6	documented	document	VERB
ajee-6041	272	7	in	in	ADP
ajee-6041	272	8	nigerian	nigerian	ADJ
ajee-6041	272	9	basement	basement	NOUN
ajee-6041	272	10	aquifers	aquifer	NOUN
ajee-6041	272	11	(	(	PUNCT
ajee-6041	272	12	ogunfowokan	ogunfowokan	PROPN
ajee-6041	272	13	et	et	PROPN
ajee-6041	272	14	al	al	PROPN
ajee-6041	272	15	.	.	PROPN
ajee-6041	272	16	,	,	PUNCT
ajee-6041	272	17	2018	2018	NUM
ajee-6041	272	18	)	)	PUNCT
ajee-6041	272	19	and	and	CCONJ
ajee-6041	272	20	ethiopian	ethiopian	ADJ
ajee-6041	272	21	rift	rift	NOUN
ajee-6041	272	22	valley	valley	NOUN
ajee-6041	272	23	lakes	lake	NOUN
ajee-6041	272	24	(	(	PUNCT
ajee-6041	272	25	rango	rango	PROPN
ajee-6041	272	26	et	et	PROPN
ajee-6041	272	27	al	al	PROPN
ajee-6041	272	28	.	.	PROPN
ajee-6041	272	29	,	,	PUNCT
ajee-6041	272	30	2021	2021	NUM
ajee-6041	272	31	)	)	PUNCT
ajee-6041	272	32	,	,	PUNCT
ajee-6041	272	33	reinforcing	reinforce	VERB
ajee-6041	272	34	the	the	DET
ajee-6041	272	35	carbonate	carbonate	NOUN
ajee-6041	272	36	control	control	NOUN
ajee-6041	272	37	on	on	ADP
ajee-6041	272	38	water	water	NOUN
ajee-6041	272	39	chemistry	chemistry	NOUN
ajee-6041	272	40	.	.	PUNCT
ajee-6041	273	1	the	the	DET
ajee-6041	273	2	na⁺/ca²⁺	na⁺/ca²⁺	PROPN
ajee-6041	273	3	ratios	ratio	NOUN
ajee-6041	273	4	and	and	CCONJ
ajee-6041	273	5	the	the	DET
ajee-6041	273	6	na⁺/(na⁺+ca²⁺	na⁺/(na⁺+ca²⁺	NOUN
ajee-6041	273	7	)	)	PUNCT
ajee-6041	273	8	index	index	NOUN
ajee-6041	273	9	were	be	AUX
ajee-6041	273	10	relatively	relatively	ADV
ajee-6041	273	11	high	high	ADJ
ajee-6041	273	12	,	,	PUNCT
ajee-6041	273	13	particularly	particularly	ADV
ajee-6041	273	14	in	in	ADP
ajee-6041	273	15	ogun	ogun	PROPN
ajee-6041	273	16	river	river	NOUN
ajee-6041	273	17	dry	dry	ADJ
ajee-6041	273	18	season	season	NOUN
ajee-6041	273	19	(	(	PUNCT
ajee-6041	273	20	na⁺/ca²⁺	na⁺/ca²⁺	X
ajee-6041	273	21	=	=	SYM
ajee-6041	273	22	5.02	5.02	NUM
ajee-6041	273	23	;	;	PUNCT
ajee-6041	273	24	na⁺/(na⁺+ca²⁺	na⁺/(na⁺+ca²⁺	X
ajee-6041	273	25	)	)	PUNCT
ajee-6041	273	26	=	=	NOUN
ajee-6041	273	27	0.83	0.83	NUM
ajee-6041	273	28	)	)	PUNCT
ajee-6041	273	29	.	.	PUNCT
ajee-6041	274	1	high	high	ADJ
ajee-6041	274	2	values	value	NOUN
ajee-6041	274	3	of	of	ADP
ajee-6041	274	4	these	these	DET
ajee-6041	274	5	ratios	ratio	NOUN
ajee-6041	274	6	indicate	indicate	VERB
ajee-6041	274	7	significant	significant	ADJ
ajee-6041	274	8	sodium	sodium	NOUN
ajee-6041	274	9	hazard	hazard	NOUN
ajee-6041	274	10	,	,	PUNCT
ajee-6041	274	11	which	which	PRON
ajee-6041	274	12	can	can	AUX
ajee-6041	274	13	adversely	adversely	ADV
ajee-6041	274	14	affect	affect	VERB
ajee-6041	274	15	irrigation	irrigation	NOUN
ajee-6041	274	16	suitability	suitability	NOUN
ajee-6041	274	17	by	by	ADP
ajee-6041	274	18	reducing	reduce	VERB
ajee-6041	274	19	soil	soil	NOUN
ajee-6041	274	20	permeability	permeability	NOUN
ajee-6041	274	21	and	and	CCONJ
ajee-6041	274	22	structure	structure	NOUN
ajee-6041	274	23	.	.	PUNCT
ajee-6041	275	1	similar	similar	ADJ
ajee-6041	275	2	sodium	sodium	NOUN
ajee-6041	275	3	hazard	hazard	NOUN
ajee-6041	275	4	risks	risk	NOUN
ajee-6041	275	5	have	have	AUX
ajee-6041	275	6	been	be	AUX
ajee-6041	275	7	reported	report	VERB
ajee-6041	275	8	in	in	ADP
ajee-6041	275	9	the	the	DET
ajee-6041	275	10	sokoto	sokoto	PROPN
ajee-6041	275	11	-	-	PUNCT
ajee-6041	275	12	rima	rima	PROPN
ajee-6041	275	13	basin	basin	NOUN
ajee-6041	275	14	(	(	PUNCT
ajee-6041	275	15	abdullahi	abdullahi	NOUN
ajee-6041	275	16	et	et	PROPN
ajee-6041	275	17	al	al	PROPN
ajee-6041	275	18	.	.	PROPN
ajee-6041	275	19	,	,	PUNCT
ajee-6041	275	20	2017	2017	NUM
ajee-6041	275	21	)	)	PUNCT
ajee-6041	275	22	and	and	CCONJ
ajee-6041	275	23	in	in	ADP
ajee-6041	275	24	the	the	DET
ajee-6041	275	25	ganga	ganga	PROPN
ajee-6041	275	26	basin	basin	PROPN
ajee-6041	275	27	,	,	PUNCT
ajee-6041	275	28	india	india	PROPN
ajee-6041	275	29	(	(	PUNCT
ajee-6041	275	30	singh	singh	PROPN
ajee-6041	275	31	et	et	PROPN
ajee-6041	275	32	al	al	PROPN
ajee-6041	275	33	.	.	PROPN
ajee-6041	275	34	,	,	PUNCT
ajee-6041	275	35	2020	2020	NUM
ajee-6041	275	36	)	)	PUNCT
ajee-6041	275	37	,	,	PUNCT
ajee-6041	275	38	highlighting	highlight	VERB
ajee-6041	275	39	the	the	DET
ajee-6041	275	40	global	global	ADJ
ajee-6041	275	41	relevance	relevance	NOUN
ajee-6041	275	42	of	of	ADP
ajee-6041	275	43	this	this	DET
ajee-6041	275	44	issue	issue	NOUN
ajee-6041	275	45	.	.	PUNCT
ajee-6041	276	1	the	the	DET
ajee-6041	276	2	mg²⁺/ca²⁺	mg²⁺/ca²⁺	PROPN
ajee-6041	276	3	ratios	ratio	NOUN
ajee-6041	276	4	remained	remain	VERB
ajee-6041	276	5	below	below	ADP
ajee-6041	276	6	1	1	NUM
ajee-6041	276	7	,	,	PUNCT
ajee-6041	276	8	confirming	confirm	VERB
ajee-6041	276	9	calcium	calcium	NOUN
ajee-6041	276	10	dominance	dominance	NOUN
ajee-6041	276	11	over	over	ADP
ajee-6041	276	12	magnesium	magnesium	NOUN
ajee-6041	276	13	.	.	PUNCT
ajee-6041	277	1	combined	combine	VERB
ajee-6041	277	2	with	with	ADP
ajee-6041	277	3	ca²⁺/mg²⁺	ca²⁺/mg²⁺	NOUN
ajee-6041	277	4	>	>	SYM
ajee-6041	277	5	1	1	NUM
ajee-6041	277	6	,	,	PUNCT
ajee-6041	277	7	this	this	DET
ajee-6041	277	8	pattern	pattern	NOUN
ajee-6041	277	9	reflects	reflect	VERB
ajee-6041	277	10	carbonate	carbonate	NOUN
ajee-6041	277	11	weathering	weather	VERB
ajee-6041	277	12	as	as	ADP
ajee-6041	277	13	the	the	DET
ajee-6041	277	14	primary	primary	ADJ
ajee-6041	277	15	geogenic	geogenic	ADJ
ajee-6041	277	16	source	source	NOUN
ajee-6041	277	17	,	,	PUNCT
ajee-6041	277	18	with	with	ADP
ajee-6041	277	19	limited	limited	ADJ
ajee-6041	277	20	contribution	contribution	NOUN
ajee-6041	277	21	from	from	ADP
ajee-6041	277	22	silicate	silicate	ADJ
ajee-6041	277	23	minerals	mineral	NOUN
ajee-6041	277	24	.	.	PUNCT
ajee-6041	278	1	such	such	ADJ
ajee-6041	278	2	findings	finding	NOUN
ajee-6041	278	3	are	be	AUX
ajee-6041	278	4	typical	typical	ADJ
ajee-6041	278	5	of	of	ADP
ajee-6041	278	6	tropical	tropical	ADJ
ajee-6041	278	7	river	river	NOUN
ajee-6041	278	8	systems	system	NOUN
ajee-6041	278	9	where	where	SCONJ
ajee-6041	278	10	carbonate	carbonate	NOUN
ajee-6041	278	11	lithology	lithology	NOUN
ajee-6041	278	12	is	be	AUX
ajee-6041	278	13	widespread	widespread	ADJ
ajee-6041	278	14	.	.	PUNCT
ajee-6041	279	1	taken	take	VERB
ajee-6041	279	2	together	together	ADV
ajee-6041	279	3	,	,	PUNCT
ajee-6041	279	4	these	these	DET
ajee-6041	279	5	hydrochemical	hydrochemical	ADJ
ajee-6041	279	6	ratios	ratio	NOUN
ajee-6041	279	7	indicate	indicate	VERB
ajee-6041	279	8	that	that	SCONJ
ajee-6041	279	9	the	the	DET
ajee-6041	279	10	chemistry	chemistry	NOUN
ajee-6041	279	11	of	of	ADP
ajee-6041	279	12	ogun	ogun	PROPN
ajee-6041	279	13	and	and	CCONJ
ajee-6041	279	14	oshun	oshun	NOUN
ajee-6041	279	15	rivers	river	NOUN
ajee-6041	279	16	results	result	VERB
ajee-6041	279	17	from	from	ADP
ajee-6041	279	18	the	the	DET
ajee-6041	279	19	interplay	interplay	NOUN
ajee-6041	279	20	of	of	ADP
ajee-6041	279	21	natural	natural	ADJ
ajee-6041	279	22	geogenic	geogenic	ADJ
ajee-6041	279	23	processes	process	NOUN
ajee-6041	279	24	(	(	PUNCT
ajee-6041	279	25	carbonate	carbonate	NOUN
ajee-6041	279	26	weathering	weathering	NOUN
ajee-6041	279	27	)	)	PUNCT
ajee-6041	279	28	and	and	CCONJ
ajee-6041	279	29	anthropogenic	anthropogenic	ADJ
ajee-6041	279	30	pressures	pressure	NOUN
ajee-6041	279	31	(	(	PUNCT
ajee-6041	279	32	fertilizers	fertilizer	NOUN
ajee-6041	279	33	,	,	PUNCT
ajee-6041	279	34	detergents	detergent	NOUN
ajee-6041	279	35	,	,	PUNCT
ajee-6041	279	36	sewage	sewage	NOUN
ajee-6041	279	37	)	)	PUNCT
ajee-6041	279	38	.	.	PUNCT
ajee-6041	280	1	the	the	DET
ajee-6041	280	2	seasonal	seasonal	ADJ
ajee-6041	280	3	contrasts	contrast	NOUN
ajee-6041	280	4	suggest	suggest	VERB
ajee-6041	280	5	that	that	SCONJ
ajee-6041	280	6	anthropogenic	anthropogenic	ADJ
ajee-6041	280	7	impacts	impact	NOUN
ajee-6041	280	8	are	be	AUX
ajee-6041	280	9	most	most	ADV
ajee-6041	280	10	pronounced	pronounce	VERB
ajee-6041	280	11	in	in	ADP
ajee-6041	280	12	the	the	DET
ajee-6041	280	13	dry	dry	ADJ
ajee-6041	280	14	season	season	NOUN
ajee-6041	280	15	,	,	PUNCT
ajee-6041	280	16	when	when	SCONJ
ajee-6041	280	17	dilution	dilution	NOUN
ajee-6041	280	18	is	be	AUX
ajee-6041	280	19	minimal	minimal	ADJ
ajee-6041	280	20	.	.	PUNCT
ajee-6041	281	1	the	the	DET
ajee-6041	281	2	scatter	scatter	NOUN
ajee-6041	281	3	plots	plot	NOUN
ajee-6041	281	4	of	of	ADP
ajee-6041	281	5	na⁺/cl⁻	na⁺/cl⁻	PROPN
ajee-6041	281	6	versus	versus	ADP
ajee-6041	281	7	na⁺/ca²⁺	na⁺/ca²⁺	X
ajee-6041	281	8	(	(	PUNCT
ajee-6041	281	9	figure	figure	NOUN
ajee-6041	281	10	6	6	NUM
ajee-6041	281	11	)	)	PUNCT
ajee-6041	281	12	provide	provide	VERB
ajee-6041	281	13	additional	additional	ADJ
ajee-6041	281	14	evidence	evidence	NOUN
ajee-6041	281	15	for	for	ADP
ajee-6041	281	16	this	this	DET
ajee-6041	281	17	dual	dual	ADJ
ajee-6041	281	18	control	control	NOUN
ajee-6041	281	19	,	,	PUNCT
ajee-6041	281	20	showing	show	VERB
ajee-6041	281	21	that	that	SCONJ
ajee-6041	281	22	dry	dry	ADJ
ajee-6041	281	23	-	-	PUNCT
ajee-6041	281	24	season	season	NOUN
ajee-6041	281	25	samples	sample	NOUN
ajee-6041	281	26	are	be	AUX
ajee-6041	281	27	strongly	strongly	ADV
ajee-6041	281	28	displaced	displace	VERB
ajee-6041	281	29	toward	toward	ADP
ajee-6041	281	30	anthropogenic	anthropogenic	ADJ
ajee-6041	281	31	enrichment	enrichment	NOUN
ajee-6041	281	32	fields	field	NOUN
ajee-6041	281	33	.	.	PUNCT
ajee-6041	282	1	table	table	NOUN
ajee-6041	282	2	8	8	NUM
ajee-6041	282	3	:	:	PUNCT
ajee-6041	282	4	hydrochemical	hydrochemical	ADJ
ajee-6041	282	5	ratios	ratio	NOUN
ajee-6041	282	6	of	of	ADP
ajee-6041	282	7	ogun	ogun	NOUN
ajee-6041	282	8	and	and	CCONJ
ajee-6041	282	9	oshun	oshun	NOUN
ajee-6041	282	10	rivers	river	NOUN
ajee-6041	282	11	(	(	PUNCT
ajee-6041	282	12	wet	wet	ADJ
ajee-6041	282	13	and	and	CCONJ
ajee-6041	282	14	dry	dry	ADJ
ajee-6041	282	15	seasons	season	NOUN
ajee-6041	282	16	)	)	PUNCT
ajee-6041	282	17	ratio	ratio	NOUN
ajee-6041	282	18	ogun	ogun	NOUN
ajee-6041	282	19	dry	dry	ADJ
ajee-6041	282	20	(	(	PUNCT
ajee-6041	282	21	mean	mean	PROPN
ajee-6041	282	22	±	±	NUM
ajee-6041	282	23	sd	sd	NOUN
ajee-6041	282	24	)	)	PUNCT
ajee-6041	282	25	ogun	ogun	PROPN
ajee-6041	282	26	wet	wet	PROPN
ajee-6041	282	27	(	(	PUNCT
ajee-6041	282	28	mean	mean	PROPN
ajee-6041	282	29	±	±	NUM
ajee-6041	282	30	sd	sd	NOUN
ajee-6041	282	31	)	)	PUNCT
ajee-6041	282	32	oshun	oshun	NOUN
ajee-6041	282	33	dry	dry	ADJ
ajee-6041	282	34	(	(	PUNCT
ajee-6041	282	35	mean	mean	PROPN
ajee-6041	282	36	±	±	NUM
ajee-6041	282	37	sd	sd	NOUN
ajee-6041	282	38	)	)	PUNCT
ajee-6041	282	39	oshun	oshun	NOUN
ajee-6041	282	40	wet	wet	ADJ
ajee-6041	282	41	(	(	PUNCT
ajee-6041	282	42	mean	mean	PROPN
ajee-6041	282	43	±	±	NUM
ajee-6041	282	44	sd	sd	NOUN
ajee-6041	282	45	)	)	PUNCT
ajee-6041	282	46	interpretation	interpretation	NOUN
ajee-6041	282	47	na⁺/cl⁻	na⁺/cl⁻	PROPN
ajee-6041	282	48	5.54	5.54	NUM
ajee-6041	282	49	±	±	NUM
ajee-6041	282	50	1.21	1.21	NUM
ajee-6041	282	51	2.48	2.48	NUM
ajee-6041	282	52	±	±	NUM
ajee-6041	282	53	0.92	0.92	NUM
ajee-6041	282	54	5.52	5.52	NUM
ajee-6041	282	55	±	±	NUM
ajee-6041	282	56	1.10	1.10	NUM
ajee-6041	282	57	2.99	2.99	NUM
ajee-6041	282	58	±	±	NUM
ajee-6041	282	59	1.02	1.02	NUM
ajee-6041	282	60	ratios	ratio	NOUN
ajee-6041	282	61	>	>	SYM
ajee-6041	282	62	1	1	NUM
ajee-6041	282	63	suggest	suggest	VERB
ajee-6041	282	64	anthropogenic	anthropogenic	ADJ
ajee-6041	282	65	sodium	sodium	NOUN
ajee-6041	282	66	enrichment	enrichment	NOUN
ajee-6041	282	67	(	(	PUNCT
ajee-6041	282	68	domestic/	domestic/	NUM
ajee-6041	282	69	agricultural	agricultural	ADJ
ajee-6041	282	70	runoff	runoff	NOUN
ajee-6041	282	71	)	)	PUNCT
ajee-6041	282	72	ca²⁺/mg²⁺	ca²⁺/mg²⁺	NOUN
ajee-6041	282	73	1.39	1.39	NUM
ajee-6041	282	74	±	±	NUM
ajee-6041	282	75	0.27	0.27	NUM
ajee-6041	282	76	1.89	1.89	NUM
ajee-6041	282	77	±	±	NUM
ajee-6041	282	78	0.34	0.34	NUM
ajee-6041	282	79	1.40	1.40	NUM
ajee-6041	282	80	±	±	NUM
ajee-6041	282	81	0.29	0.29	NUM
ajee-6041	282	82	1.66	1.66	NUM
ajee-6041	282	83	±	±	NUM
ajee-6041	282	84	0.31	0.31	NUM
ajee-6041	282	85	ratios	ratio	NOUN
ajee-6041	282	86	>	>	SYM
ajee-6041	282	87	1	1	NUM
ajee-6041	282	88	indicate	indicate	VERB
ajee-6041	282	89	dominance	dominance	NOUN
ajee-6041	282	90	of	of	ADP
ajee-6041	282	91	ca²⁺	ca²⁺	PROPN
ajee-6041	282	92	over	over	ADP
ajee-6041	282	93	mg²⁺	mg²⁺	NOUN
ajee-6041	282	94	(	(	PUNCT
ajee-6041	282	95	carbonate	carbonate	NOUN
ajee-6041	282	96	weathering	weathering	NOUN
ajee-6041	282	97	influence	influence	NOUN
ajee-6041	282	98	)	)	PUNCT
ajee-6041	282	99	na⁺/ca²⁺	na⁺/ca²⁺	PROPN
ajee-6041	282	100	5.02	5.02	NUM
ajee-6041	282	101	±	±	NUM
ajee-6041	282	102	1.38	1.38	NUM
ajee-6041	282	103	2.44	2.44	NUM
ajee-6041	282	104	±	±	NUM
ajee-6041	282	105	0.88	0.88	NUM
ajee-6041	282	106	5.01	5.01	NUM
ajee-6041	282	107	±	±	NUM
ajee-6041	282	108	1.33	1.33	NUM
ajee-6041	282	109	3.51	3.51	NUM
ajee-6041	282	110	±	±	NUM
ajee-6041	282	111	0.97	0.97	NUM
ajee-6041	282	112	ratios	ratio	NOUN
ajee-6041	282	113	>	>	X
ajee-6041	282	114	1	1	NUM
ajee-6041	282	115	highlight	highlight	VERB
ajee-6041	282	116	sodium	sodium	NOUN
ajee-6041	282	117	hazard	hazard	NOUN
ajee-6041	282	118	,	,	PUNCT
ajee-6041	282	119	especially	especially	ADV
ajee-6041	282	120	in	in	ADP
ajee-6041	282	121	ogun	ogun	PROPN
ajee-6041	282	122	dry	dry	ADJ
ajee-6041	282	123	season	season	NOUN
ajee-6041	282	124	pa	pa	PROPN
ajee-6041	282	125	ge	ge	PROPN
ajee-6041	282	126	21	21	NUM
ajee-6041	282	127	6	6	NUM
ajee-6041	282	128	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	282	129	am	am	NOUN
ajee-6041	282	130	.	.	PUNCT
ajee-6041	283	1	j.	j.	PROPN
ajee-6041	283	2	environ	environ	PROPN
ajee-6041	283	3	econ	econ	PROPN
ajee-6041	283	4	.	.	PUNCT
ajee-6041	284	1	4(1	4(1	X
ajee-6041	284	2	)	)	PUNCT
ajee-6041	285	1	205	205	NUM
ajee-6041	285	2	-	-	SYM
ajee-6041	285	3	220	220	NUM
ajee-6041	285	4	,	,	PUNCT
ajee-6041	285	5	2025	2025	NUM
ajee-6041	285	6	the	the	DET
ajee-6041	285	7	results	result	NOUN
ajee-6041	285	8	as	as	SCONJ
ajee-6041	285	9	shown	show	VERB
ajee-6041	285	10	in	in	ADP
ajee-6041	285	11	figure	figure	NOUN
ajee-6041	285	12	6	6	NUM
ajee-6041	285	13	further	far	ADV
ajee-6041	285	14	show	show	VERB
ajee-6041	285	15	distinct	distinct	ADJ
ajee-6041	285	16	clustering	clustering	NOUN
ajee-6041	285	17	by	by	ADP
ajee-6041	285	18	season	season	NOUN
ajee-6041	285	19	,	,	PUNCT
ajee-6041	285	20	with	with	ADP
ajee-6041	285	21	higher	high	ADJ
ajee-6041	285	22	na⁺/ca²⁺	na⁺/ca²⁺	NOUN
ajee-6041	285	23	ratios	ratio	NOUN
ajee-6041	285	24	in	in	ADP
ajee-6041	285	25	the	the	DET
ajee-6041	285	26	dry	dry	ADJ
ajee-6041	285	27	season	season	NOUN
ajee-6041	285	28	,	,	PUNCT
ajee-6041	285	29	suggesting	suggest	VERB
ajee-6041	285	30	enhanced	enhanced	ADJ
ajee-6041	285	31	cation	cation	NOUN
ajee-6041	285	32	exchange	exchange	NOUN
ajee-6041	285	33	processes	process	NOUN
ajee-6041	285	34	,	,	PUNCT
ajee-6041	285	35	evaporative	evaporative	ADJ
ajee-6041	285	36	concentration	concentration	NOUN
ajee-6041	285	37	,	,	PUNCT
ajee-6041	285	38	or	or	CCONJ
ajee-6041	285	39	anthropogenic	anthropogenic	ADJ
ajee-6041	285	40	inputs	input	NOUN
ajee-6041	285	41	(	(	PUNCT
ajee-6041	285	42	e.g.	e.g.	ADV
ajee-6041	285	43	,	,	PUNCT
ajee-6041	285	44	wastewater	wastewater	NOUN
ajee-6041	285	45	,	,	PUNCT
ajee-6041	285	46	detergents	detergent	NOUN
ajee-6041	285	47	)	)	PUNCT
ajee-6041	285	48	.	.	PUNCT
ajee-6041	286	1	the	the	DET
ajee-6041	286	2	wet	wet	ADJ
ajee-6041	286	3	season	season	NOUN
ajee-6041	286	4	points	point	NOUN
ajee-6041	286	5	cluster	cluster	NOUN
ajee-6041	286	6	towards	towards	ADP
ajee-6041	286	7	lower	low	ADJ
ajee-6041	286	8	ratios	ratio	NOUN
ajee-6041	286	9	,	,	PUNCT
ajee-6041	286	10	reflecting	reflect	VERB
ajee-6041	286	11	dilution	dilution	NOUN
ajee-6041	286	12	from	from	ADP
ajee-6041	286	13	rainfall	rainfall	NOUN
ajee-6041	286	14	and	and	CCONJ
ajee-6041	286	15	increased	increase	VERB
ajee-6041	286	16	river	river	NOUN
ajee-6041	286	17	discharge	discharge	NOUN
ajee-6041	286	18	.	.	PUNCT
ajee-6041	287	1	similar	similar	ADJ
ajee-6041	287	2	ionic	ionic	ADJ
ajee-6041	287	3	ratio	ratio	NOUN
ajee-6041	287	4	trends	trend	NOUN
ajee-6041	287	5	have	have	AUX
ajee-6041	287	6	been	be	AUX
ajee-6041	287	7	documented	document	VERB
ajee-6041	287	8	in	in	ADP
ajee-6041	287	9	other	other	ADJ
ajee-6041	287	10	nigerian	nigerian	ADJ
ajee-6041	287	11	catchments	catchment	NOUN
ajee-6041	287	12	and	and	CCONJ
ajee-6041	287	13	west	west	ADJ
ajee-6041	287	14	african	african	ADJ
ajee-6041	287	15	basins	basin	NOUN
ajee-6041	287	16	,	,	PUNCT
ajee-6041	287	17	where	where	SCONJ
ajee-6041	287	18	seasonal	seasonal	ADJ
ajee-6041	287	19	ionic	ionic	ADJ
ajee-6041	287	20	shifts	shift	NOUN
ajee-6041	287	21	highlight	highlight	VERB
ajee-6041	287	22	the	the	DET
ajee-6041	287	23	interplay	interplay	NOUN
ajee-6041	287	24	between	between	ADP
ajee-6041	287	25	geology	geology	NOUN
ajee-6041	287	26	,	,	PUNCT
ajee-6041	287	27	hydrology	hydrology	NOUN
ajee-6041	287	28	,	,	PUNCT
ajee-6041	287	29	and	and	CCONJ
ajee-6041	287	30	anthropogenic	anthropogenic	ADJ
ajee-6041	287	31	pressures	pressure	NOUN
ajee-6041	287	32	(	(	PUNCT
ajee-6041	287	33	ezekiel	ezekiel	PROPN
ajee-6041	287	34	et	et	PROPN
ajee-6041	287	35	al	al	PROPN
ajee-6041	287	36	.	.	PROPN
ajee-6041	287	37	,	,	PUNCT
ajee-6041	287	38	2019	2019	NUM
ajee-6041	287	39	;	;	PUNCT
ajee-6041	287	40	adeleke	adeleke	VERB
ajee-6041	287	41	et	et	PROPN
ajee-6041	287	42	al	al	PROPN
ajee-6041	287	43	.	.	PROPN
ajee-6041	287	44	,	,	PUNCT
ajee-6041	287	45	2021	2021	NUM
ajee-6041	287	46	)	)	PUNCT
ajee-6041	287	47	.	.	PUNCT
ajee-6041	288	1	recent	recent	ADJ
ajee-6041	288	2	hydrochemical	hydrochemical	ADJ
ajee-6041	288	3	studies	study	NOUN
ajee-6041	288	4	in	in	ADP
ajee-6041	288	5	asian	asian	ADJ
ajee-6041	288	6	and	and	CCONJ
ajee-6041	288	7	mediterranean	mediterranean	PROPN
ajee-6041	288	8	basins	basin	NOUN
ajee-6041	288	9	confirm	confirm	VERB
ajee-6041	288	10	that	that	SCONJ
ajee-6041	288	11	na⁺/ca²⁺	na⁺/ca²⁺	PROPN
ajee-6041	288	12	and	and	CCONJ
ajee-6041	288	13	na⁺/cl⁻	na⁺/cl⁻	PROPN
ajee-6041	288	14	ratios	ratio	NOUN
ajee-6041	288	15	are	be	AUX
ajee-6041	288	16	robust	robust	ADJ
ajee-6041	288	17	indicators	indicator	NOUN
ajee-6041	288	18	of	of	ADP
ajee-6041	288	19	pollution	pollution	NOUN
ajee-6041	288	20	and	and	CCONJ
ajee-6041	288	21	hydrochemical	hydrochemical	ADJ
ajee-6041	288	22	alteration	alteration	NOUN
ajee-6041	288	23	under	under	ADP
ajee-6041	288	24	variable	variable	ADJ
ajee-6041	288	25	flow	flow	NOUN
ajee-6041	288	26	regimes	regime	NOUN
ajee-6041	288	27	(	(	PUNCT
ajee-6041	288	28	zhang	zhang	X
ajee-6041	288	29	et	et	PROPN
ajee-6041	288	30	al	al	PROPN
ajee-6041	288	31	.	.	PROPN
ajee-6041	288	32	,	,	PUNCT
ajee-6041	288	33	2022	2022	NUM
ajee-6041	288	34	;	;	PUNCT
ajee-6041	288	35	al	al	PROPN
ajee-6041	288	36	-	-	PUNCT
ajee-6041	288	37	farraj	farraj	PROPN
ajee-6041	288	38	et	et	PROPN
ajee-6041	288	39	al	al	PROPN
ajee-6041	288	40	.	.	PROPN
ajee-6041	288	41	,	,	PUNCT
ajee-6041	288	42	2023	2023	NUM
ajee-6041	288	43	)	)	PUNCT
ajee-6041	288	44	.	.	PUNCT
ajee-6041	289	1	trend	trend	NOUN
ajee-6041	289	2	analysis	analysis	NOUN
ajee-6041	289	3	the	the	DET
ajee-6041	289	4	seasonal	seasonal	ADJ
ajee-6041	289	5	and	and	CCONJ
ajee-6041	289	6	spatial	spatial	ADJ
ajee-6041	289	7	trend	trend	NOUN
ajee-6041	289	8	analyses	analysis	NOUN
ajee-6041	289	9	provided	provide	VERB
ajee-6041	289	10	critical	critical	ADJ
ajee-6041	289	11	insights	insight	NOUN
ajee-6041	289	12	into	into	ADP
ajee-6041	289	13	the	the	DET
ajee-6041	289	14	dynamics	dynamic	NOUN
ajee-6041	289	15	of	of	ADP
ajee-6041	289	16	water	water	NOUN
ajee-6041	289	17	quality	quality	NOUN
ajee-6041	289	18	in	in	ADP
ajee-6041	289	19	ogun	ogun	PROPN
ajee-6041	289	20	and	and	CCONJ
ajee-6041	289	21	oshun	oshun	NOUN
ajee-6041	289	22	rivers	river	NOUN
ajee-6041	289	23	.	.	PUNCT
ajee-6041	290	1	the	the	DET
ajee-6041	290	2	non	non	ADJ
ajee-6041	290	3	-	-	ADJ
ajee-6041	290	4	parametric	parametric	ADJ
ajee-6041	290	5	mann	mann	PROPN
ajee-6041	290	6	–	–	PUNCT
ajee-6041	290	7	whitney	whitney	PROPN
ajee-6041	290	8	u	u	PROPN
ajee-6041	290	9	test	test	NOUN
ajee-6041	290	10	(	(	PUNCT
ajee-6041	290	11	table	table	NOUN
ajee-6041	290	12	10	10	NUM
ajee-6041	290	13	)	)	PUNCT
ajee-6041	290	14	revealed	reveal	VERB
ajee-6041	290	15	that	that	SCONJ
ajee-6041	290	16	sodium	sodium	NOUN
ajee-6041	290	17	(	(	PUNCT
ajee-6041	290	18	na⁺	na⁺	PROPN
ajee-6041	290	19	)	)	PUNCT
ajee-6041	290	20	,	,	PUNCT
ajee-6041	290	21	phosphate	phosphate	NOUN
ajee-6041	290	22	(	(	PUNCT
ajee-6041	290	23	po₄³⁻	po₄³⁻	NOUN
ajee-6041	290	24	)	)	PUNCT
ajee-6041	290	25	,	,	PUNCT
ajee-6041	290	26	and	and	CCONJ
ajee-6041	290	27	total	total	ADJ
ajee-6041	290	28	dissolved	dissolved	ADJ
ajee-6041	290	29	solids	solid	NOUN
ajee-6041	290	30	(	(	PUNCT
ajee-6041	290	31	tds	tds	PROPN
ajee-6041	290	32	)	)	PUNCT
ajee-6041	290	33	exhibited	exhibit	VERB
ajee-6041	290	34	statistically	statistically	ADV
ajee-6041	290	35	significant	significant	ADJ
ajee-6041	290	36	seasonal	seasonal	ADJ
ajee-6041	290	37	differences	difference	NOUN
ajee-6041	290	38	in	in	ADP
ajee-6041	290	39	both	both	DET
ajee-6041	290	40	rivers	river	NOUN
ajee-6041	290	41	(	(	PUNCT
ajee-6041	290	42	p	p	X
ajee-6041	290	43	<	<	X
ajee-6041	290	44	0.05	0.05	NUM
ajee-6041	290	45	)	)	PUNCT
ajee-6041	290	46	.	.	PUNCT
ajee-6041	291	1	all	all	DET
ajee-6041	291	2	three	three	NUM
ajee-6041	291	3	parameters	parameter	NOUN
ajee-6041	291	4	were	be	AUX
ajee-6041	291	5	consistently	consistently	ADV
ajee-6041	291	6	higher	high	ADJ
ajee-6041	291	7	in	in	ADP
ajee-6041	291	8	the	the	DET
ajee-6041	291	9	dry	dry	ADJ
ajee-6041	291	10	season	season	NOUN
ajee-6041	291	11	compared	compare	VERB
ajee-6041	291	12	to	to	ADP
ajee-6041	291	13	the	the	DET
ajee-6041	291	14	wet	wet	ADJ
ajee-6041	291	15	season	season	NOUN
ajee-6041	291	16	.	.	PUNCT
ajee-6041	292	1	this	this	DET
ajee-6041	292	2	pattern	pattern	NOUN
ajee-6041	292	3	is	be	AUX
ajee-6041	292	4	attributed	attribute	VERB
ajee-6041	292	5	to	to	ADP
ajee-6041	292	6	reduced	reduced	ADJ
ajee-6041	292	7	dilution	dilution	NOUN
ajee-6041	292	8	capacity	capacity	NOUN
ajee-6041	292	9	during	during	ADP
ajee-6041	292	10	the	the	DET
ajee-6041	292	11	dry	dry	ADJ
ajee-6041	292	12	season	season	NOUN
ajee-6041	292	13	,	,	PUNCT
ajee-6041	292	14	which	which	PRON
ajee-6041	292	15	amplifies	amplify	VERB
ajee-6041	292	16	the	the	DET
ajee-6041	292	17	effects	effect	NOUN
ajee-6041	292	18	of	of	ADP
ajee-6041	292	19	both	both	CCONJ
ajee-6041	292	20	geogenic	geogenic	ADJ
ajee-6041	292	21	contributions	contribution	NOUN
ajee-6041	292	22	and	and	CCONJ
ajee-6041	292	23	anthropogenic	anthropogenic	ADJ
ajee-6041	292	24	inputs	input	NOUN
ajee-6041	292	25	.	.	PUNCT
ajee-6041	293	1	these	these	DET
ajee-6041	293	2	findings	finding	NOUN
ajee-6041	293	3	are	be	AUX
ajee-6041	293	4	consistent	consistent	ADJ
ajee-6041	293	5	with	with	ADP
ajee-6041	293	6	previous	previous	ADJ
ajee-6041	293	7	studies	study	NOUN
ajee-6041	293	8	in	in	ADP
ajee-6041	293	9	tropical	tropical	ADJ
ajee-6041	293	10	river	river	NOUN
ajee-6041	293	11	systems	system	NOUN
ajee-6041	293	12	,	,	PUNCT
ajee-6041	293	13	where	where	SCONJ
ajee-6041	293	14	dry	dry	ADJ
ajee-6041	293	15	-	-	PUNCT
ajee-6041	293	16	season	season	NOUN
ajee-6041	293	17	concentrations	concentration	NOUN
ajee-6041	293	18	of	of	ADP
ajee-6041	293	19	ions	ion	NOUN
ajee-6041	293	20	and	and	CCONJ
ajee-6041	293	21	nutrients	nutrient	NOUN
ajee-6041	293	22	were	be	AUX
ajee-6041	293	23	elevated	elevate	VERB
ajee-6041	293	24	due	due	ADP
ajee-6041	293	25	to	to	ADP
ajee-6041	293	26	reduced	reduce	VERB
ajee-6041	293	27	flow	flow	NOUN
ajee-6041	293	28	and	and	CCONJ
ajee-6041	293	29	evaporation	evaporation	NOUN
ajee-6041	293	30	dominance	dominance	NOUN
ajee-6041	293	31	(	(	PUNCT
ajee-6041	293	32	adeyemo	adeyemo	ADV
ajee-6041	293	33	et	et	PROPN
ajee-6041	293	34	al	al	PROPN
ajee-6041	293	35	.	.	PROPN
ajee-6041	293	36	,	,	PUNCT
ajee-6041	293	37	2020	2020	NUM
ajee-6041	293	38	;	;	PUNCT
ajee-6041	293	39	yidana	yidana	PROPN
ajee-6041	293	40	et	et	PROPN
ajee-6041	293	41	al	al	PROPN
ajee-6041	293	42	.	.	PROPN
ajee-6041	293	43	,	,	PUNCT
ajee-6041	293	44	2020	2020	NUM
ajee-6041	293	45	;	;	PUNCT
ajee-6041	293	46	ighalo	ighalo	PROPN
ajee-6041	293	47	&	&	CCONJ
ajee-6041	293	48	adeniyi	adeniyi	ADJ
ajee-6041	293	49	,	,	PUNCT
ajee-6041	293	50	2020	2020	NUM
ajee-6041	293	51	;	;	PUNCT
ajee-6041	293	52	mureithi	mureithi	PROPN
ajee-6041	293	53	et	et	PROPN
ajee-6041	293	54	al	al	PROPN
ajee-6041	293	55	.	.	PROPN
ajee-6041	293	56	,	,	PUNCT
ajee-6041	293	57	2021	2021	NUM
ajee-6041	293	58	)	)	PUNCT
ajee-6041	293	59	.	.	PUNCT
ajee-6041	294	1	turbidity	turbidity	NOUN
ajee-6041	294	2	also	also	ADV
ajee-6041	294	3	showed	show	VERB
ajee-6041	294	4	significant	significant	ADJ
ajee-6041	294	5	seasonal	seasonal	ADJ
ajee-6041	294	6	variation	variation	NOUN
ajee-6041	294	7	in	in	ADP
ajee-6041	294	8	ogun	ogun	PROPN
ajee-6041	294	9	river	river	PROPN
ajee-6041	294	10	(	(	PUNCT
ajee-6041	294	11	p	p	NOUN
ajee-6041	294	12	=	=	NOUN
ajee-6041	294	13	0.004	0.004	NUM
ajee-6041	294	14	)	)	PUNCT
ajee-6041	294	15	,	,	PUNCT
ajee-6041	294	16	with	with	ADP
ajee-6041	294	17	markedly	markedly	ADV
ajee-6041	294	18	higher	high	ADJ
ajee-6041	294	19	values	value	NOUN
ajee-6041	294	20	in	in	ADP
ajee-6041	294	21	the	the	DET
ajee-6041	294	22	dry	dry	ADJ
ajee-6041	294	23	season	season	NOUN
ajee-6041	294	24	,	,	PUNCT
ajee-6041	294	25	but	but	CCONJ
ajee-6041	294	26	no	no	DET
ajee-6041	294	27	significant	significant	ADJ
ajee-6041	294	28	difference	difference	NOUN
ajee-6041	294	29	was	be	AUX
ajee-6041	294	30	observed	observe	VERB
ajee-6041	294	31	in	in	ADP
ajee-6041	294	32	oshun	oshun	NOUN
ajee-6041	294	33	river	river	NOUN
ajee-6041	294	34	.	.	PUNCT
ajee-6041	295	1	the	the	DET
ajee-6041	295	2	divergence	divergence	NOUN
ajee-6041	295	3	between	between	ADP
ajee-6041	295	4	the	the	DET
ajee-6041	295	5	two	two	NUM
ajee-6041	295	6	rivers	river	NOUN
ajee-6041	295	7	may	may	AUX
ajee-6041	295	8	reflect	reflect	VERB
ajee-6041	295	9	differences	difference	NOUN
ajee-6041	295	10	in	in	ADP
ajee-6041	295	11	catchment	catchment	NOUN
ajee-6041	295	12	land	land	NOUN
ajee-6041	295	13	use	use	NOUN
ajee-6041	295	14	and	and	CCONJ
ajee-6041	295	15	vegetation	vegetation	NOUN
ajee-6041	295	16	cover	cover	NOUN
ajee-6041	295	17	.	.	PUNCT
ajee-6041	296	1	ogun	ogun	PROPN
ajee-6041	296	2	’s	’s	PART
ajee-6041	296	3	watershed	watershed	PROPN
ajee-6041	296	4	is	be	AUX
ajee-6041	296	5	more	more	ADV
ajee-6041	296	6	heavily	heavily	ADV
ajee-6041	296	7	urbanized	urbanized	ADJ
ajee-6041	296	8	and	and	CCONJ
ajee-6041	296	9	agricultural	agricultural	ADJ
ajee-6041	296	10	,	,	PUNCT
ajee-6041	296	11	leading	lead	VERB
ajee-6041	296	12	to	to	ADP
ajee-6041	296	13	greater	great	ADJ
ajee-6041	296	14	sediment	sediment	NOUN
ajee-6041	296	15	mobilization	mobilization	NOUN
ajee-6041	296	16	during	during	ADP
ajee-6041	296	17	low	low	ADJ
ajee-6041	296	18	-	-	PUNCT
ajee-6041	296	19	flow	flow	NOUN
ajee-6041	296	20	conditions	condition	NOUN
ajee-6041	296	21	,	,	PUNCT
ajee-6041	296	22	whereas	whereas	SCONJ
ajee-6041	296	23	oshun	oshun	NOUN
ajee-6041	296	24	retains	retain	VERB
ajee-6041	296	25	more	more	ADJ
ajee-6041	296	26	natural	natural	ADJ
ajee-6041	296	27	vegetation	vegetation	NOUN
ajee-6041	296	28	cover	cover	NOUN
ajee-6041	296	29	that	that	SCONJ
ajee-6041	296	30	buffers	buffer	NOUN
ajee-6041	296	31	sediment	sediment	ADJ
ajee-6041	296	32	input	input	NOUN
ajee-6041	296	33	.	.	PUNCT
ajee-6041	297	1	similar	similar	ADJ
ajee-6041	297	2	land	land	NOUN
ajee-6041	297	3	use	use	NOUN
ajee-6041	297	4	-	-	PUNCT
ajee-6041	297	5	driven	drive	VERB
ajee-6041	297	6	contrasts	contrast	NOUN
ajee-6041	297	7	have	have	AUX
ajee-6041	297	8	been	be	AUX
ajee-6041	297	9	documented	document	VERB
ajee-6041	297	10	in	in	ADP
ajee-6041	297	11	ethiopian	ethiopian	ADJ
ajee-6041	297	12	and	and	CCONJ
ajee-6041	297	13	ghanaian	ghanaian	ADJ
ajee-6041	297	14	basins	basin	NOUN
ajee-6041	297	15	(	(	PUNCT
ajee-6041	297	16	rango	rango	PROPN
ajee-6041	297	17	et	et	PROPN
ajee-6041	297	18	al	al	PROPN
ajee-6041	297	19	.	.	PROPN
ajee-6041	297	20	,	,	PUNCT
ajee-6041	297	21	2021	2021	NUM
ajee-6041	297	22	;	;	PUNCT
ajee-6041	297	23	yidana	yidana	PROPN
ajee-6041	297	24	et	et	PROPN
ajee-6041	297	25	al	al	PROPN
ajee-6041	297	26	.	.	PROPN
ajee-6041	297	27	,	,	PUNCT
ajee-6041	297	28	2020	2020	NUM
ajee-6041	297	29	;	;	PUNCT
ajee-6041	297	30	alemayehu	alemayehu	PROPN
ajee-6041	297	31	et	et	PROPN
ajee-6041	297	32	al	al	PROPN
ajee-6041	297	33	.	.	PROPN
ajee-6041	297	34	,	,	PUNCT
ajee-6041	297	35	2022	2022	NUM
ajee-6041	297	36	)	)	PUNCT
ajee-6041	297	37	.	.	PUNCT
ajee-6041	298	1	other	other	ADJ
ajee-6041	298	2	parameters	parameter	NOUN
ajee-6041	298	3	such	such	ADJ
ajee-6041	298	4	as	as	ADP
ajee-6041	298	5	ca²⁺	ca²⁺	NOUN
ajee-6041	298	6	,	,	PUNCT
ajee-6041	298	7	mg²⁺	mg²⁺	NOUN
ajee-6041	298	8	,	,	PUNCT
ajee-6041	298	9	cl⁻	cl⁻	NOUN
ajee-6041	298	10	,	,	PUNCT
ajee-6041	298	11	and	and	CCONJ
ajee-6041	298	12	ph	ph	NOUN
ajee-6041	298	13	did	do	AUX
ajee-6041	298	14	not	not	PART
ajee-6041	298	15	show	show	VERB
ajee-6041	298	16	significant	significant	ADJ
ajee-6041	298	17	seasonal	seasonal	ADJ
ajee-6041	298	18	differences	difference	NOUN
ajee-6041	298	19	in	in	ADP
ajee-6041	298	20	either	either	DET
ajee-6041	298	21	river	river	NOUN
ajee-6041	298	22	,	,	PUNCT
ajee-6041	298	23	suggesting	suggest	VERB
ajee-6041	298	24	that	that	SCONJ
ajee-6041	298	25	these	these	DET
ajee-6041	298	26	ions	ion	NOUN
ajee-6041	298	27	are	be	AUX
ajee-6041	298	28	primarily	primarily	ADV
ajee-6041	298	29	regulated	regulate	VERB
ajee-6041	298	30	by	by	ADP
ajee-6041	298	31	geogenic	geogenic	ADJ
ajee-6041	298	32	weathering	weathering	NOUN
ajee-6041	298	33	processes	process	NOUN
ajee-6041	298	34	rather	rather	ADV
ajee-6041	298	35	than	than	ADP
ajee-6041	298	36	short	short	ADJ
ajee-6041	298	37	-	-	PUNCT
ajee-6041	298	38	term	term	NOUN
ajee-6041	298	39	seasonal	seasonal	ADJ
ajee-6041	298	40	variability	variability	NOUN
ajee-6041	298	41	.	.	PUNCT
ajee-6041	299	1	this	this	DET
ajee-6041	299	2	stability	stability	NOUN
ajee-6041	299	3	is	be	AUX
ajee-6041	299	4	typical	typical	ADJ
ajee-6041	299	5	of	of	ADP
ajee-6041	299	6	parameters	parameter	NOUN
ajee-6041	299	7	controlled	control	VERB
ajee-6041	299	8	by	by	ADP
ajee-6041	299	9	the	the	DET
ajee-6041	299	10	underlying	underlie	VERB
ajee-6041	299	11	geology	geology	NOUN
ajee-6041	299	12	rather	rather	ADV
ajee-6041	299	13	than	than	ADP
ajee-6041	299	14	anthropogenic	anthropogenic	ADJ
ajee-6041	299	15	inputs	input	NOUN
ajee-6041	299	16	(	(	PUNCT
ajee-6041	299	17	rango	rango	PROPN
ajee-6041	299	18	et	et	PROPN
ajee-6041	299	19	al	al	PROPN
ajee-6041	299	20	.	.	PROPN
ajee-6041	299	21	,	,	PUNCT
ajee-6041	299	22	2021	2021	NUM
ajee-6041	299	23	;	;	PUNCT
ajee-6041	299	24	awol	awol	PROPN
ajee-6041	299	25	et	et	PROPN
ajee-6041	299	26	al	al	PROPN
ajee-6041	299	27	.	.	PROPN
ajee-6041	299	28	,	,	PUNCT
ajee-6041	299	29	2021	2021	NUM
ajee-6041	299	30	)	)	PUNCT
ajee-6041	299	31	.	.	PUNCT
ajee-6041	300	1	the	the	DET
ajee-6041	300	2	downstream	downstream	ADJ
ajee-6041	300	3	analysis	analysis	NOUN
ajee-6041	300	4	(	(	PUNCT
ajee-6041	300	5	figure	figure	NOUN
ajee-6041	300	6	7	7	NUM
ajee-6041	300	7	)	)	PUNCT
ajee-6041	300	8	provided	provide	VERB
ajee-6041	300	9	further	further	ADJ
ajee-6041	300	10	evidence	evidence	NOUN
ajee-6041	300	11	of	of	ADP
ajee-6041	300	12	cumulative	cumulative	ADJ
ajee-6041	300	13	pollution	pollution	NOUN
ajee-6041	300	14	effects	effect	NOUN
ajee-6041	300	15	.	.	PUNCT
ajee-6041	301	1	concentrations	concentration	NOUN
ajee-6041	301	2	of	of	ADP
ajee-6041	301	3	na⁺	na⁺	NOUN
ajee-6041	301	4	,	,	PUNCT
ajee-6041	301	5	phosphate	phosphate	NOUN
ajee-6041	301	6	,	,	PUNCT
ajee-6041	301	7	turbidity	turbidity	NOUN
ajee-6041	301	8	,	,	PUNCT
ajee-6041	301	9	and	and	CCONJ
ajee-6041	301	10	tds	td	VERB
ajee-6041	301	11	increased	increase	VERB
ajee-6041	301	12	progressively	progressively	ADV
ajee-6041	301	13	downstream	downstream	ADJ
ajee-6041	301	14	in	in	ADP
ajee-6041	301	15	both	both	DET
ajee-6041	301	16	rivers	river	NOUN
ajee-6041	301	17	,	,	PUNCT
ajee-6041	301	18	with	with	ADP
ajee-6041	301	19	steeper	steep	ADJ
ajee-6041	301	20	gradients	gradient	NOUN
ajee-6041	301	21	in	in	ADP
ajee-6041	301	22	ogun	ogun	PROPN
ajee-6041	301	23	river	river	PROPN
ajee-6041	301	24	.	.	PUNCT
ajee-6041	302	1	this	this	DET
ajee-6041	302	2	spatial	spatial	ADJ
ajee-6041	302	3	trend	trend	NOUN
ajee-6041	302	4	reflects	reflect	VERB
ajee-6041	302	5	the	the	DET
ajee-6041	302	6	cumulative	cumulative	ADJ
ajee-6041	302	7	impact	impact	NOUN
ajee-6041	302	8	of	of	ADP
ajee-6041	302	9	wastewater	wastewater	NOUN
ajee-6041	302	10	discharge	discharge	NOUN
ajee-6041	302	11	,	,	PUNCT
ajee-6041	302	12	urban	urban	ADJ
ajee-6041	302	13	runoff	runoff	NOUN
ajee-6041	302	14	,	,	PUNCT
ajee-6041	302	15	and	and	CCONJ
ajee-6041	302	16	agricultural	agricultural	ADJ
ajee-6041	302	17	return	return	NOUN
ajee-6041	302	18	flows	flow	NOUN
ajee-6041	302	19	entering	enter	VERB
ajee-6041	302	20	the	the	DET
ajee-6041	302	21	rivers	river	NOUN
ajee-6041	302	22	along	along	ADP
ajee-6041	302	23	their	their	PRON
ajee-6041	302	24	courses	course	NOUN
ajee-6041	302	25	.	.	PUNCT
ajee-6041	303	1	particularly	particularly	ADV
ajee-6041	303	2	notable	notable	ADJ
ajee-6041	303	3	were	be	AUX
ajee-6041	303	4	the	the	DET
ajee-6041	303	5	sharp	sharp	ADJ
ajee-6041	303	6	downstream	downstream	ADJ
ajee-6041	303	7	increases	increase	NOUN
ajee-6041	303	8	in	in	ADP
ajee-6041	303	9	phosphate	phosphate	NOUN
ajee-6041	303	10	and	and	CCONJ
ajee-6041	303	11	turbidity	turbidity	NOUN
ajee-6041	303	12	,	,	PUNCT
ajee-6041	303	13	which	which	PRON
ajee-6041	303	14	point	point	VERB
ajee-6041	303	15	to	to	ADP
ajee-6041	303	16	nutrient	nutrient	NOUN
ajee-6041	303	17	and	and	CCONJ
ajee-6041	303	18	sediment	sediment	NOUN
ajee-6041	303	19	enrichment	enrichment	NOUN
ajee-6041	303	20	as	as	ADP
ajee-6041	303	21	dominant	dominant	ADJ
ajee-6041	303	22	stressors	stressor	NOUN
ajee-6041	303	23	.	.	PUNCT
ajee-6041	304	1	these	these	DET
ajee-6041	304	2	findings	finding	NOUN
ajee-6041	304	3	mirror	mirror	NOUN
ajee-6041	304	4	patterns	pattern	NOUN
ajee-6041	304	5	figure	figure	VERB
ajee-6041	304	6	6	6	NUM
ajee-6041	304	7	:	:	PUNCT
ajee-6041	304	8	hydrochemical	hydrochemical	ADJ
ajee-6041	304	9	scatter	scatter	NOUN
ajee-6041	304	10	plots	plot	NOUN
ajee-6041	304	11	showing	show	VERB
ajee-6041	304	12	na⁺/cl⁻	na⁺/cl⁻	PROPN
ajee-6041	304	13	vs	vs	ADP
ajee-6041	304	14	na⁺/ca²⁺	na⁺/ca²⁺	NOUN
ajee-6041	304	15	relationships	relationship	NOUN
ajee-6041	304	16	for	for	ADP
ajee-6041	304	17	ogun	ogun	NOUN
ajee-6041	304	18	and	and	CCONJ
ajee-6041	304	19	oshun	oshun	NOUN
ajee-6041	304	20	rivers	river	NOUN
ajee-6041	304	21	.	.	PUNCT
ajee-6041	305	1	mg²⁺/ca²⁺	mg²⁺/ca²⁺	NOUN
ajee-6041	306	1	0.72	0.72	NUM
ajee-6041	306	2	±	±	NUM
ajee-6041	306	3	0.15	0.15	NUM
ajee-6041	306	4	0.53	0.53	NUM
ajee-6041	306	5	±	±	NUM
ajee-6041	306	6	0.12	0.12	NUM
ajee-6041	306	7	0.71	0.71	NUM
ajee-6041	306	8	±	±	NUM
ajee-6041	306	9	0.14	0.14	NUM
ajee-6041	306	10	0.60	0.60	NUM
ajee-6041	306	11	±	±	NUM
ajee-6041	306	12	0.13	0.13	NUM
ajee-6041	306	13	mg²⁺	mg²⁺	ADV
ajee-6041	306	14	lower	low	ADJ
ajee-6041	306	15	than	than	ADP
ajee-6041	306	16	ca²⁺	ca²⁺	NOUN
ajee-6041	306	17	,	,	PUNCT
ajee-6041	306	18	consistent	consistent	ADJ
ajee-6041	306	19	with	with	ADP
ajee-6041	306	20	carbonate	carbonate	NOUN
ajee-6041	306	21	lithology	lithology	NOUN
ajee-6041	306	22	na⁺/	na⁺/	NOUN
ajee-6041	306	23	(	(	PUNCT
ajee-6041	306	24	na⁺+ca²⁺	na⁺+ca²⁺	PROPN
ajee-6041	306	25	)	)	PUNCT
ajee-6041	306	26	0.83	0.83	NUM
ajee-6041	306	27	±	±	NUM
ajee-6041	306	28	0.09	0.09	NUM
ajee-6041	306	29	0.62	0.62	NUM
ajee-6041	306	30	±	±	NUM
ajee-6041	306	31	0.11	0.11	NUM
ajee-6041	306	32	0.82	0.82	NUM
ajee-6041	306	33	±	±	NUM
ajee-6041	306	34	0.08	0.08	NUM
ajee-6041	306	35	0.72	0.72	NUM
ajee-6041	306	36	±	±	NUM
ajee-6041	306	37	0.10	0.10	NUM
ajee-6041	306	38	high	high	ADJ
ajee-6041	306	39	ratios	ratio	NOUN
ajee-6041	306	40	suggest	suggest	VERB
ajee-6041	306	41	sodium	sodium	NOUN
ajee-6041	306	42	hazard	hazard	NOUN
ajee-6041	306	43	for	for	ADP
ajee-6041	306	44	irrigation	irrigation	NOUN
ajee-6041	306	45	pa	pa	PROPN
ajee-6041	306	46	ge	ge	PROPN
ajee-6041	306	47	21	21	NUM
ajee-6041	306	48	7	7	NUM
ajee-6041	306	49	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	306	50	am	am	NOUN
ajee-6041	306	51	.	.	PUNCT
ajee-6041	307	1	j.	j.	PROPN
ajee-6041	307	2	environ	environ	PROPN
ajee-6041	307	3	econ	econ	PROPN
ajee-6041	307	4	.	.	PUNCT
ajee-6041	308	1	4(1	4(1	X
ajee-6041	308	2	)	)	PUNCT
ajee-6041	309	1	205	205	NUM
ajee-6041	309	2	-	-	SYM
ajee-6041	309	3	220	220	NUM
ajee-6041	309	4	,	,	PUNCT
ajee-6041	309	5	2025	2025	NUM
ajee-6041	309	6	observed	observe	VERB
ajee-6041	309	7	in	in	ADP
ajee-6041	309	8	other	other	ADJ
ajee-6041	309	9	nigerian	nigerian	ADJ
ajee-6041	309	10	rivers	river	NOUN
ajee-6041	309	11	such	such	ADJ
ajee-6041	309	12	as	as	ADP
ajee-6041	309	13	the	the	DET
ajee-6041	309	14	benue	benue	PROPN
ajee-6041	309	15	and	and	CCONJ
ajee-6041	309	16	cross	cross	VERB
ajee-6041	309	17	river	river	NOUN
ajee-6041	309	18	systems	system	NOUN
ajee-6041	309	19	,	,	PUNCT
ajee-6041	309	20	where	where	SCONJ
ajee-6041	309	21	pollution	pollution	NOUN
ajee-6041	309	22	intensifies	intensifie	NOUN
ajee-6041	309	23	downstream	downstream	ADJ
ajee-6041	309	24	due	due	ADP
ajee-6041	309	25	to	to	ADP
ajee-6041	309	26	increasing	increase	VERB
ajee-6041	309	27	anthropogenic	anthropogenic	ADJ
ajee-6041	309	28	activities	activity	NOUN
ajee-6041	309	29	(	(	PUNCT
ajee-6041	309	30	okafor	okafor	PROPN
ajee-6041	309	31	et	et	PROPN
ajee-6041	309	32	al	al	PROPN
ajee-6041	309	33	.	.	PROPN
ajee-6041	309	34	,	,	PUNCT
ajee-6041	309	35	2018	2018	NUM
ajee-6041	309	36	;	;	PUNCT
ajee-6041	309	37	ojekunle	ojekunle	NOUN
ajee-6041	309	38	et	et	PROPN
ajee-6041	309	39	al	al	PROPN
ajee-6041	309	40	.	.	PROPN
ajee-6041	309	41	,	,	PUNCT
ajee-6041	309	42	2021	2021	NUM
ajee-6041	309	43	;	;	PUNCT
ajee-6041	309	44	ogundiran	ogundiran	VERB
ajee-6041	309	45	et	et	PROPN
ajee-6041	309	46	al	al	PROPN
ajee-6041	309	47	.	.	PROPN
ajee-6041	309	48	,	,	PUNCT
ajee-6041	309	49	2022	2022	NUM
ajee-6041	309	50	)	)	PUNCT
ajee-6041	309	51	.	.	PUNCT
ajee-6041	310	1	the	the	DET
ajee-6041	310	2	trend	trend	NOUN
ajee-6041	310	3	analysis	analysis	NOUN
ajee-6041	310	4	underscores	underscore	VERB
ajee-6041	310	5	that	that	SCONJ
ajee-6041	310	6	:	:	PUNCT
ajee-6041	310	7	(	(	PUNCT
ajee-6041	310	8	i	i	NOUN
ajee-6041	310	9	)	)	PUNCT
ajee-6041	310	10	dry	dry	ADJ
ajee-6041	310	11	season	season	NOUN
ajee-6041	310	12	poses	pose	VERB
ajee-6041	310	13	greater	great	ADJ
ajee-6041	310	14	risks	risk	NOUN
ajee-6041	310	15	,	,	PUNCT
ajee-6041	310	16	with	with	ADP
ajee-6041	310	17	higher	high	ADJ
ajee-6041	310	18	concentrations	concentration	NOUN
ajee-6041	310	19	of	of	ADP
ajee-6041	310	20	na⁺	na⁺	PROPN
ajee-6041	310	21	,	,	PUNCT
ajee-6041	310	22	po₄³⁻	po₄³⁻	PROPN
ajee-6041	310	23	,	,	PUNCT
ajee-6041	310	24	tds	tds	ADJ
ajee-6041	310	25	,	,	PUNCT
ajee-6041	310	26	and	and	CCONJ
ajee-6041	310	27	turbidity	turbidity	NOUN
ajee-6041	310	28	;	;	PUNCT
ajee-6041	310	29	(	(	PUNCT
ajee-6041	310	30	ii	ii	NOUN
ajee-6041	310	31	)	)	PUNCT
ajee-6041	310	32	ogun	ogun	PROPN
ajee-6041	310	33	river	river	PROPN
ajee-6041	310	34	is	be	AUX
ajee-6041	310	35	more	more	ADV
ajee-6041	310	36	vulnerable	vulnerable	ADJ
ajee-6041	310	37	than	than	ADP
ajee-6041	310	38	oshun	oshun	NOUN
ajee-6041	310	39	,	,	PUNCT
ajee-6041	310	40	reflecting	reflect	VERB
ajee-6041	310	41	higher	high	ADJ
ajee-6041	310	42	anthropogenic	anthropogenic	ADJ
ajee-6041	310	43	pressures	pressure	NOUN
ajee-6041	310	44	;	;	PUNCT
ajee-6041	310	45	and	and	CCONJ
ajee-6041	310	46	(	(	PUNCT
ajee-6041	310	47	iii	iii	NOUN
ajee-6041	310	48	)	)	PUNCT
ajee-6041	310	49	downstream	downstream	NOUN
ajee-6041	310	50	reaches	reach	NOUN
ajee-6041	310	51	are	be	AUX
ajee-6041	310	52	hotspots	hotspot	NOUN
ajee-6041	310	53	,	,	PUNCT
ajee-6041	310	54	requiring	require	VERB
ajee-6041	310	55	priority	priority	NOUN
ajee-6041	310	56	management	management	NOUN
ajee-6041	310	57	interventions	intervention	NOUN
ajee-6041	310	58	to	to	PART
ajee-6041	310	59	curb	curb	VERB
ajee-6041	310	60	nutrient	nutrient	NOUN
ajee-6041	310	61	loading	loading	NOUN
ajee-6041	310	62	and	and	CCONJ
ajee-6041	310	63	sediment	sediment	NOUN
ajee-6041	310	64	influx	influx	NOUN
ajee-6041	310	65	.	.	PUNCT
ajee-6041	311	1	these	these	DET
ajee-6041	311	2	insights	insight	NOUN
ajee-6041	311	3	emphasize	emphasize	VERB
ajee-6041	311	4	the	the	DET
ajee-6041	311	5	need	need	NOUN
ajee-6041	311	6	for	for	ADP
ajee-6041	311	7	season	season	NOUN
ajee-6041	311	8	-	-	PUNCT
ajee-6041	311	9	sensitive	sensitive	ADJ
ajee-6041	311	10	management	management	NOUN
ajee-6041	311	11	strategies	strategy	NOUN
ajee-6041	311	12	,	,	PUNCT
ajee-6041	311	13	such	such	ADJ
ajee-6041	311	14	as	as	ADP
ajee-6041	311	15	strengthening	strengthen	VERB
ajee-6041	311	16	erosion	erosion	NOUN
ajee-6041	311	17	control	control	NOUN
ajee-6041	311	18	and	and	CCONJ
ajee-6041	311	19	wastewater	wastewater	NOUN
ajee-6041	311	20	regulation	regulation	NOUN
ajee-6041	311	21	during	during	ADP
ajee-6041	311	22	the	the	DET
ajee-6041	311	23	dry	dry	ADJ
ajee-6041	311	24	season	season	NOUN
ajee-6041	311	25	,	,	PUNCT
ajee-6041	311	26	and	and	CCONJ
ajee-6041	311	27	targeting	target	VERB
ajee-6041	311	28	downstream	downstream	ADJ
ajee-6041	311	29	stretches	stretch	NOUN
ajee-6041	311	30	for	for	ADP
ajee-6041	311	31	monitoring	monitoring	NOUN
ajee-6041	311	32	and	and	CCONJ
ajee-6041	311	33	remediation	remediation	NOUN
ajee-6041	311	34	.	.	PUNCT
ajee-6041	312	1	table	table	NOUN
ajee-6041	312	2	9	9	NUM
ajee-6041	312	3	:	:	PUNCT
ajee-6041	312	4	seasonal	seasonal	ADJ
ajee-6041	312	5	trend	trend	NOUN
ajee-6041	312	6	analysis	analysis	NOUN
ajee-6041	312	7	(	(	PUNCT
ajee-6041	312	8	mann	mann	PROPN
ajee-6041	312	9	–	–	PUNCT
ajee-6041	312	10	whitney	whitney	PROPN
ajee-6041	312	11	u	u	PROPN
ajee-6041	312	12	test	test	NOUN
ajee-6041	312	13	)	)	PUNCT
ajee-6041	312	14	for	for	ADP
ajee-6041	312	15	key	key	ADJ
ajee-6041	312	16	parameters	parameter	NOUN
ajee-6041	312	17	in	in	ADP
ajee-6041	312	18	ogun	ogun	PROPN
ajee-6041	312	19	and	and	CCONJ
ajee-6041	312	20	oshun	oshun	NOUN
ajee-6041	312	21	rivers	river	NOUN
ajee-6041	312	22	parameter	parameter	PROPN
ajee-6041	312	23	ogun	ogun	PROPN
ajee-6041	313	1	(	(	PUNCT
ajee-6041	313	2	p	p	NOUN
ajee-6041	313	3	-	-	PUNCT
ajee-6041	313	4	value	value	NOUN
ajee-6041	313	5	)	)	PUNCT
ajee-6041	313	6	trend	trend	NOUN
ajee-6041	313	7	oshun	oshun	NOUN
ajee-6041	313	8	(	(	PUNCT
ajee-6041	313	9	p	p	NOUN
ajee-6041	313	10	-	-	PUNCT
ajee-6041	313	11	value	value	NOUN
ajee-6041	313	12	)	)	PUNCT
ajee-6041	313	13	trend	trend	NOUN
ajee-6041	313	14	ph	ph	VERB
ajee-6041	313	15	0.163	0.163	NUM
ajee-6041	313	16	no	no	DET
ajee-6041	313	17	significant	significant	ADJ
ajee-6041	313	18	change	change	NOUN
ajee-6041	313	19	0.142	0.142	NUM
ajee-6041	313	20	no	no	DET
ajee-6041	313	21	significant	significant	ADJ
ajee-6041	313	22	change	change	NOUN
ajee-6041	313	23	na⁺	na⁺	PROPN
ajee-6041	313	24	0.002	0.002	NUM
ajee-6041	313	25	↑	↑	NOUN
ajee-6041	313	26	higher	high	ADJ
ajee-6041	313	27	in	in	ADP
ajee-6041	313	28	dry	dry	ADJ
ajee-6041	313	29	0.041	0.041	NUM
ajee-6041	313	30	↑	↑	NOUN
ajee-6041	313	31	higher	high	ADJ
ajee-6041	313	32	in	in	ADP
ajee-6041	313	33	dry	dry	ADJ
ajee-6041	313	34	ca²⁺	ca²⁺	NOUN
ajee-6041	313	35	0.112	0.112	NUM
ajee-6041	313	36	no	no	DET
ajee-6041	313	37	significant	significant	ADJ
ajee-6041	313	38	change	change	NOUN
ajee-6041	313	39	0.089	0.089	NUM
ajee-6041	313	40	no	no	DET
ajee-6041	313	41	significant	significant	ADJ
ajee-6041	313	42	change	change	NOUN
ajee-6041	313	43	mg²⁺	mg²⁺	ADV
ajee-6041	313	44	0.084	0.084	NUM
ajee-6041	313	45	no	no	DET
ajee-6041	313	46	significant	significant	ADJ
ajee-6041	313	47	change	change	NOUN
ajee-6041	313	48	0.127	0.127	NUM
ajee-6041	313	49	no	no	DET
ajee-6041	313	50	significant	significant	ADJ
ajee-6041	313	51	change	change	NOUN
ajee-6041	313	52	cl⁻	cl⁻	NOUN
ajee-6041	313	53	0.071	0.071	NUM
ajee-6041	313	54	no	no	DET
ajee-6041	313	55	significant	significant	ADJ
ajee-6041	313	56	change	change	NOUN
ajee-6041	313	57	0.095	0.095	NUM
ajee-6041	313	58	no	no	DET
ajee-6041	313	59	significant	significant	ADJ
ajee-6041	313	60	change	change	NOUN
ajee-6041	313	61	tds	td	VERB
ajee-6041	313	62	0.033	0.033	NUM
ajee-6041	313	63	↑	↑	NOUN
ajee-6041	313	64	higher	high	ADJ
ajee-6041	313	65	in	in	ADP
ajee-6041	313	66	dry	dry	ADJ
ajee-6041	313	67	0.048	0.048	NUM
ajee-6041	313	68	↑	↑	NOUN
ajee-6041	313	69	higher	high	ADJ
ajee-6041	313	70	in	in	ADP
ajee-6041	313	71	dry	dry	ADJ
ajee-6041	313	72	turbidity	turbidity	NOUN
ajee-6041	313	73	0.004	0.004	NUM
ajee-6041	313	74	↑	↑	NOUN
ajee-6041	313	75	higher	high	ADJ
ajee-6041	313	76	in	in	ADP
ajee-6041	313	77	dry	dry	ADJ
ajee-6041	313	78	0.072	0.072	NUM
ajee-6041	313	79	no	no	DET
ajee-6041	313	80	significant	significant	ADJ
ajee-6041	313	81	change	change	NOUN
ajee-6041	313	82	po₄³⁻	po₄³⁻	NOUN
ajee-6041	313	83	0	0	NUM
ajee-6041	313	84	↑	↑	NOUN
ajee-6041	313	85	higher	high	ADJ
ajee-6041	313	86	in	in	ADP
ajee-6041	313	87	dry	dry	PROPN
ajee-6041	313	88	0.016	0.016	NUM
ajee-6041	313	89	↑	↑	NOUN
ajee-6041	313	90	higher	high	ADJ
ajee-6041	313	91	in	in	ADP
ajee-6041	313	92	dry	dry	ADJ
ajee-6041	313	93	figure	figure	NOUN
ajee-6041	313	94	7	7	NUM
ajee-6041	313	95	:	:	PUNCT
ajee-6041	313	96	spatial	spatial	ADJ
ajee-6041	313	97	and	and	CCONJ
ajee-6041	313	98	seasonal	seasonal	ADJ
ajee-6041	313	99	trends	trend	NOUN
ajee-6041	313	100	of	of	ADP
ajee-6041	313	101	na⁺	na⁺	PROPN
ajee-6041	313	102	,	,	PUNCT
ajee-6041	313	103	po₄³⁻	po₄³⁻	NOUN
ajee-6041	313	104	,	,	PUNCT
ajee-6041	313	105	turbidity	turbidity	NOUN
ajee-6041	313	106	,	,	PUNCT
ajee-6041	313	107	and	and	CCONJ
ajee-6041	313	108	tds	td	VERB
ajee-6041	313	109	along	along	ADP
ajee-6041	313	110	upstream	upstream	ADJ
ajee-6041	313	111	–	–	PUNCT
ajee-6041	313	112	downstream	downstream	ADJ
ajee-6041	313	113	river	river	NOUN
ajee-6041	313	114	courses	course	NOUN
ajee-6041	313	115	the	the	DET
ajee-6041	313	116	observed	observed	ADJ
ajee-6041	313	117	increase	increase	NOUN
ajee-6041	313	118	in	in	ADP
ajee-6041	313	119	concentration	concentration	NOUN
ajee-6041	313	120	levels	level	NOUN
ajee-6041	313	121	from	from	ADP
ajee-6041	313	122	upstream	upstream	ADJ
ajee-6041	313	123	to	to	PART
ajee-6041	313	124	downstream	downstream	VERB
ajee-6041	313	125	in	in	ADP
ajee-6041	313	126	both	both	CCONJ
ajee-6041	313	127	ogun	ogun	NOUN
ajee-6041	313	128	and	and	CCONJ
ajee-6041	313	129	oshun	oshun	NOUN
ajee-6041	313	130	rivers	river	NOUN
ajee-6041	313	131	highlights	highlight	VERB
ajee-6041	313	132	a	a	DET
ajee-6041	313	133	progressive	progressive	ADJ
ajee-6041	313	134	deterioration	deterioration	NOUN
ajee-6041	313	135	in	in	ADP
ajee-6041	313	136	water	water	NOUN
ajee-6041	313	137	quality	quality	NOUN
ajee-6041	313	138	,	,	PUNCT
ajee-6041	313	139	most	most	ADV
ajee-6041	313	140	likely	likely	ADJ
ajee-6041	313	141	due	due	ADJ
ajee-6041	313	142	to	to	ADP
ajee-6041	313	143	anthropogenic	anthropogenic	ADJ
ajee-6041	313	144	influences	influence	NOUN
ajee-6041	313	145	such	such	ADJ
ajee-6041	313	146	as	as	ADP
ajee-6041	313	147	domestic	domestic	ADJ
ajee-6041	313	148	discharge	discharge	NOUN
ajee-6041	313	149	,	,	PUNCT
ajee-6041	313	150	agricultural	agricultural	ADJ
ajee-6041	313	151	runoff	runoff	NOUN
ajee-6041	313	152	,	,	PUNCT
ajee-6041	313	153	and	and	CCONJ
ajee-6041	313	154	industrial	industrial	ADJ
ajee-6041	313	155	effluents	effluent	NOUN
ajee-6041	313	156	.	.	PUNCT
ajee-6041	314	1	the	the	DET
ajee-6041	314	2	pattern	pattern	NOUN
ajee-6041	314	3	is	be	AUX
ajee-6041	314	4	consistent	consistent	ADJ
ajee-6041	314	5	with	with	ADP
ajee-6041	314	6	documented	document	VERB
ajee-6041	314	7	evidence	evidence	NOUN
ajee-6041	314	8	that	that	SCONJ
ajee-6041	314	9	nigerian	nigerian	ADJ
ajee-6041	314	10	river	river	NOUN
ajee-6041	314	11	systems	system	NOUN
ajee-6041	314	12	are	be	AUX
ajee-6041	314	13	under	under	ADP
ajee-6041	314	14	significant	significant	ADJ
ajee-6041	314	15	pressure	pressure	NOUN
ajee-6041	314	16	from	from	ADP
ajee-6041	314	17	human	human	ADJ
ajee-6041	314	18	activities	activity	NOUN
ajee-6041	314	19	.	.	PUNCT
ajee-6041	315	1	the	the	DET
ajee-6041	315	2	higher	high	ADJ
ajee-6041	315	3	concentration	concentration	NOUN
ajee-6041	315	4	values	value	NOUN
ajee-6041	315	5	recorded	record	VERB
ajee-6041	315	6	in	in	ADP
ajee-6041	315	7	the	the	DET
ajee-6041	315	8	oshun	oshun	NOUN
ajee-6041	315	9	river	river	NOUN
ajee-6041	315	10	compared	compare	VERB
ajee-6041	315	11	to	to	ADP
ajee-6041	315	12	the	the	DET
ajee-6041	315	13	ogun	ogun	PROPN
ajee-6041	315	14	river	river	NOUN
ajee-6041	315	15	suggest	suggest	VERB
ajee-6041	315	16	greater	great	ADJ
ajee-6041	315	17	exposure	exposure	NOUN
ajee-6041	315	18	to	to	ADP
ajee-6041	315	19	pollution	pollution	NOUN
ajee-6041	315	20	sources	source	NOUN
ajee-6041	315	21	,	,	PUNCT
ajee-6041	315	22	possibly	possibly	ADV
ajee-6041	315	23	due	due	ADP
ajee-6041	315	24	to	to	ADP
ajee-6041	315	25	more	more	ADV
ajee-6041	315	26	intense	intense	ADJ
ajee-6041	315	27	urbanization	urbanization	NOUN
ajee-6041	315	28	and	and	CCONJ
ajee-6041	315	29	agricultural	agricultural	ADJ
ajee-6041	315	30	practices	practice	NOUN
ajee-6041	315	31	along	along	ADP
ajee-6041	315	32	its	its	PRON
ajee-6041	315	33	course	course	NOUN
ajee-6041	315	34	.	.	PUNCT
ajee-6041	316	1	similar	similar	ADJ
ajee-6041	316	2	findings	finding	NOUN
ajee-6041	316	3	have	have	AUX
ajee-6041	316	4	been	be	AUX
ajee-6041	316	5	reported	report	VERB
ajee-6041	316	6	by	by	ADP
ajee-6041	316	7	ujoh	ujoh	NOUN
ajee-6041	316	8	et	et	PROPN
ajee-6041	316	9	al	al	PROPN
ajee-6041	316	10	.	.	PROPN
ajee-6041	317	1	(	(	PUNCT
ajee-6041	317	2	2025	2025	NUM
ajee-6041	317	3	)	)	PUNCT
ajee-6041	317	4	,	,	PUNCT
ajee-6041	317	5	who	who	PRON
ajee-6041	317	6	noted	note	VERB
ajee-6041	317	7	that	that	SCONJ
ajee-6041	317	8	rivers	river	NOUN
ajee-6041	317	9	within	within	ADP
ajee-6041	317	10	the	the	DET
ajee-6041	317	11	ogun	ogun	PROPN
ajee-6041	317	12	–	–	PUNCT
ajee-6041	317	13	oshun	oshun	NOUN
ajee-6041	317	14	catchment	catchment	NOUN
ajee-6041	317	15	experience	experience	NOUN
ajee-6041	317	16	rapid	rapid	ADJ
ajee-6041	317	17	quality	quality	NOUN
ajee-6041	317	18	degradation	degradation	NOUN
ajee-6041	317	19	downstream	downstream	NOUN
ajee-6041	317	20	of	of	ADP
ajee-6041	317	21	settlements	settlement	NOUN
ajee-6041	317	22	and	and	CCONJ
ajee-6041	317	23	agricultural	agricultural	ADJ
ajee-6041	317	24	zones	zone	NOUN
ajee-6041	317	25	,	,	PUNCT
ajee-6041	317	26	with	with	ADP
ajee-6041	317	27	increased	increase	VERB
ajee-6041	317	28	nutrient	nutrient	NOUN
ajee-6041	317	29	loading	loading	NOUN
ajee-6041	317	30	and	and	CCONJ
ajee-6041	317	31	turbidity	turbidity	NOUN
ajee-6041	317	32	being	be	AUX
ajee-6041	317	33	key	key	ADJ
ajee-6041	317	34	indicators	indicator	NOUN
ajee-6041	317	35	of	of	ADP
ajee-6041	317	36	pollution	pollution	NOUN
ajee-6041	317	37	.	.	PUNCT
ajee-6041	318	1	furthermore	furthermore	ADV
ajee-6041	318	2	,	,	PUNCT
ajee-6041	318	3	the	the	DET
ajee-6041	318	4	wide	wide	ADJ
ajee-6041	318	5	variability	variability	NOUN
ajee-6041	318	6	as	as	SCONJ
ajee-6041	318	7	shown	show	VERB
ajee-6041	318	8	by	by	ADP
ajee-6041	318	9	the	the	DET
ajee-6041	318	10	shaded	shade	VERB
ajee-6041	318	11	uncertainty	uncertainty	NOUN
ajee-6041	318	12	bands	band	NOUN
ajee-6041	318	13	points	point	VERB
ajee-6041	318	14	to	to	ADP
ajee-6041	318	15	fluctuating	fluctuate	VERB
ajee-6041	318	16	inputs	input	NOUN
ajee-6041	318	17	of	of	ADP
ajee-6041	318	18	pollutants	pollutant	NOUN
ajee-6041	318	19	,	,	PUNCT
ajee-6041	318	20	likely	likely	ADV
ajee-6041	318	21	influenced	influence	VERB
ajee-6041	318	22	by	by	ADP
ajee-6041	318	23	rainfall	rainfall	NOUN
ajee-6041	318	24	events	event	NOUN
ajee-6041	318	25	,	,	PUNCT
ajee-6041	318	26	seasonal	seasonal	ADJ
ajee-6041	318	27	farming	farming	NOUN
ajee-6041	318	28	,	,	PUNCT
ajee-6041	318	29	and	and	CCONJ
ajee-6041	318	30	irregular	irregular	ADJ
ajee-6041	318	31	waste	waste	NOUN
ajee-6041	318	32	discharges	discharge	NOUN
ajee-6041	318	33	.	.	PUNCT
ajee-6041	319	1	these	these	DET
ajee-6041	319	2	findings	finding	NOUN
ajee-6041	319	3	align	align	VERB
ajee-6041	319	4	with	with	ADP
ajee-6041	319	5	broader	broad	ADJ
ajee-6041	319	6	national	national	ADJ
ajee-6041	319	7	assessments	assessment	NOUN
ajee-6041	319	8	,	,	PUNCT
ajee-6041	319	9	which	which	PRON
ajee-6041	319	10	highlight	highlight	VERB
ajee-6041	319	11	that	that	SCONJ
ajee-6041	319	12	nigerian	nigerian	PROPN
ajee-6041	319	13	river	river	NOUN
ajee-6041	319	14	basins	basin	NOUN
ajee-6041	319	15	,	,	PUNCT
ajee-6041	319	16	including	include	VERB
ajee-6041	319	17	the	the	DET
ajee-6041	319	18	ogun	ogun	PROPN
ajee-6041	319	19	–	–	PUNCT
ajee-6041	319	20	oshun	oshun	NOUN
ajee-6041	319	21	system	system	NOUN
ajee-6041	319	22	,	,	PUNCT
ajee-6041	319	23	face	face	VERB
ajee-6041	319	24	cumulative	cumulative	ADJ
ajee-6041	319	25	stress	stress	NOUN
ajee-6041	319	26	from	from	ADP
ajee-6041	319	27	poorly	poorly	ADV
ajee-6041	319	28	managed	manage	VERB
ajee-6041	319	29	irrigation	irrigation	NOUN
ajee-6041	319	30	projects	project	NOUN
ajee-6041	319	31	,	,	PUNCT
ajee-6041	319	32	dam	dam	NOUN
ajee-6041	319	33	releases	release	NOUN
ajee-6041	319	34	,	,	PUNCT
ajee-6041	319	35	and	and	CCONJ
ajee-6041	319	36	catchment	catchment	NOUN
ajee-6041	319	37	-	-	PUNCT
ajee-6041	319	38	level	level	NOUN
ajee-6041	319	39	land	land	NOUN
ajee-6041	319	40	use	use	NOUN
ajee-6041	319	41	changes	change	NOUN
ajee-6041	319	42	(	(	PUNCT
ajee-6041	319	43	ujoh	ujoh	NOUN
ajee-6041	319	44	et	et	PROPN
ajee-6041	319	45	al	al	PROPN
ajee-6041	319	46	.	.	PROPN
ajee-6041	319	47	,	,	PUNCT
ajee-6041	319	48	2025	2025	NUM
ajee-6041	319	49	)	)	PUNCT
ajee-6041	319	50	.	.	PUNCT
ajee-6041	320	1	the	the	DET
ajee-6041	320	2	implications	implication	NOUN
ajee-6041	320	3	of	of	ADP
ajee-6041	320	4	these	these	DET
ajee-6041	320	5	pa	pa	PROPN
ajee-6041	320	6	ge	ge	PROPN
ajee-6041	320	7	21	21	NUM
ajee-6041	320	8	8	8	NUM
ajee-6041	320	9	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	320	10	am	am	NOUN
ajee-6041	320	11	.	.	PUNCT
ajee-6041	321	1	j.	j.	PROPN
ajee-6041	321	2	environ	environ	PROPN
ajee-6041	321	3	econ	econ	PROPN
ajee-6041	321	4	.	.	PUNCT
ajee-6041	322	1	4(1	4(1	X
ajee-6041	322	2	)	)	PUNCT
ajee-6041	323	1	205	205	NUM
ajee-6041	323	2	-	-	SYM
ajee-6041	323	3	220	220	NUM
ajee-6041	323	4	,	,	PUNCT
ajee-6041	323	5	2025	2025	NUM
ajee-6041	323	6	trends	trend	NOUN
ajee-6041	323	7	are	be	AUX
ajee-6041	323	8	significant	significant	ADJ
ajee-6041	323	9	:	:	PUNCT
ajee-6041	323	10	poor	poor	ADJ
ajee-6041	323	11	water	water	NOUN
ajee-6041	323	12	quality	quality	NOUN
ajee-6041	323	13	downstream	downstream	ADJ
ajee-6041	323	14	not	not	PART
ajee-6041	323	15	only	only	ADV
ajee-6041	323	16	reduces	reduce	VERB
ajee-6041	323	17	the	the	DET
ajee-6041	323	18	suitability	suitability	NOUN
ajee-6041	323	19	of	of	ADP
ajee-6041	323	20	these	these	DET
ajee-6041	323	21	rivers	river	NOUN
ajee-6041	323	22	for	for	ADP
ajee-6041	323	23	domestic	domestic	ADJ
ajee-6041	323	24	and	and	CCONJ
ajee-6041	323	25	agricultural	agricultural	ADJ
ajee-6041	323	26	uses	use	NOUN
ajee-6041	323	27	but	but	CCONJ
ajee-6041	323	28	also	also	ADV
ajee-6041	323	29	poses	pose	VERB
ajee-6041	323	30	ecological	ecological	ADJ
ajee-6041	323	31	risks	risk	NOUN
ajee-6041	323	32	,	,	PUNCT
ajee-6041	323	33	including	include	VERB
ajee-6041	323	34	loss	loss	NOUN
ajee-6041	323	35	of	of	ADP
ajee-6041	323	36	biodiversity	biodiversity	NOUN
ajee-6041	323	37	and	and	CCONJ
ajee-6041	323	38	alteration	alteration	NOUN
ajee-6041	323	39	of	of	ADP
ajee-6041	323	40	aquatic	aquatic	ADJ
ajee-6041	323	41	habitats	habitat	NOUN
ajee-6041	323	42	.	.	PUNCT
ajee-6041	324	1	without	without	ADP
ajee-6041	324	2	adequate	adequate	ADJ
ajee-6041	324	3	monitoring	monitoring	NOUN
ajee-6041	324	4	and	and	CCONJ
ajee-6041	324	5	sustainable	sustainable	ADJ
ajee-6041	324	6	catchment	catchment	NOUN
ajee-6041	324	7	management	management	NOUN
ajee-6041	324	8	,	,	PUNCT
ajee-6041	324	9	these	these	DET
ajee-6041	324	10	rivers	river	NOUN
ajee-6041	324	11	may	may	AUX
ajee-6041	324	12	continue	continue	VERB
ajee-6041	324	13	to	to	PART
ajee-6041	324	14	face	face	VERB
ajee-6041	324	15	escalating	escalate	VERB
ajee-6041	324	16	pollution	pollution	NOUN
ajee-6041	324	17	levels	level	NOUN
ajee-6041	324	18	,	,	PUNCT
ajee-6041	324	19	exacerbating	exacerbate	VERB
ajee-6041	324	20	public	public	ADJ
ajee-6041	324	21	health	health	NOUN
ajee-6041	324	22	and	and	CCONJ
ajee-6041	324	23	food	food	NOUN
ajee-6041	324	24	security	security	NOUN
ajee-6041	324	25	concerns	concern	NOUN
ajee-6041	324	26	conclusion	conclusion	NOUN
ajee-6041	324	27	this	this	DET
ajee-6041	324	28	study	study	NOUN
ajee-6041	324	29	has	have	AUX
ajee-6041	324	30	demonstrated	demonstrate	VERB
ajee-6041	324	31	that	that	SCONJ
ajee-6041	324	32	the	the	DET
ajee-6041	324	33	hydrochemistry	hydrochemistry	NOUN
ajee-6041	324	34	and	and	CCONJ
ajee-6041	324	35	water	water	NOUN
ajee-6041	324	36	quality	quality	NOUN
ajee-6041	324	37	of	of	ADP
ajee-6041	324	38	ogun	ogun	NOUN
ajee-6041	324	39	and	and	CCONJ
ajee-6041	324	40	oshun	oshun	NOUN
ajee-6041	324	41	rivers	river	NOUN
ajee-6041	324	42	are	be	AUX
ajee-6041	324	43	shaped	shape	VERB
ajee-6041	324	44	by	by	ADP
ajee-6041	324	45	a	a	DET
ajee-6041	324	46	combination	combination	NOUN
ajee-6041	324	47	of	of	ADP
ajee-6041	324	48	natural	natural	ADJ
ajee-6041	324	49	geogenic	geogenic	ADJ
ajee-6041	324	50	processes	process	NOUN
ajee-6041	324	51	and	and	CCONJ
ajee-6041	324	52	anthropogenic	anthropogenic	ADJ
ajee-6041	324	53	influences	influence	NOUN
ajee-6041	324	54	,	,	PUNCT
ajee-6041	324	55	with	with	ADP
ajee-6041	324	56	clear	clear	ADJ
ajee-6041	324	57	seasonal	seasonal	ADJ
ajee-6041	324	58	and	and	CCONJ
ajee-6041	324	59	spatial	spatial	ADJ
ajee-6041	324	60	variations	variation	NOUN
ajee-6041	324	61	.	.	PUNCT
ajee-6041	325	1	while	while	SCONJ
ajee-6041	325	2	parameters	parameter	NOUN
ajee-6041	325	3	such	such	ADJ
ajee-6041	325	4	as	as	ADP
ajee-6041	325	5	calcium	calcium	NOUN
ajee-6041	325	6	,	,	PUNCT
ajee-6041	325	7	magnesium	magnesium	NOUN
ajee-6041	325	8	,	,	PUNCT
ajee-6041	325	9	chloride	chloride	NOUN
ajee-6041	325	10	,	,	PUNCT
ajee-6041	325	11	and	and	CCONJ
ajee-6041	325	12	ph	ph	NOUN
ajee-6041	325	13	remained	remain	VERB
ajee-6041	325	14	largely	largely	ADV
ajee-6041	325	15	within	within	ADP
ajee-6041	325	16	acceptable	acceptable	ADJ
ajee-6041	325	17	limits	limit	NOUN
ajee-6041	325	18	and	and	CCONJ
ajee-6041	325	19	displayed	display	VERB
ajee-6041	325	20	little	little	ADJ
ajee-6041	325	21	seasonal	seasonal	ADJ
ajee-6041	325	22	variability	variability	NOUN
ajee-6041	325	23	,	,	PUNCT
ajee-6041	325	24	phosphate	phosphate	NOUN
ajee-6041	325	25	,	,	PUNCT
ajee-6041	325	26	turbidity	turbidity	NOUN
ajee-6041	325	27	,	,	PUNCT
ajee-6041	325	28	sodium	sodium	NOUN
ajee-6041	325	29	,	,	PUNCT
ajee-6041	325	30	and	and	CCONJ
ajee-6041	325	31	total	total	ADJ
ajee-6041	325	32	dissolved	dissolve	VERB
ajee-6041	325	33	solids	solid	NOUN
ajee-6041	325	34	consistently	consistently	ADV
ajee-6041	325	35	emerged	emerge	VERB
ajee-6041	325	36	as	as	ADP
ajee-6041	325	37	the	the	DET
ajee-6041	325	38	most	most	ADV
ajee-6041	325	39	problematic	problematic	ADJ
ajee-6041	325	40	indicators	indicator	NOUN
ajee-6041	325	41	.	.	PUNCT
ajee-6041	326	1	these	these	DET
ajee-6041	326	2	parameters	parameter	NOUN
ajee-6041	326	3	exhibited	exhibit	VERB
ajee-6041	326	4	higher	high	ADJ
ajee-6041	326	5	concentrations	concentration	NOUN
ajee-6041	326	6	in	in	ADP
ajee-6041	326	7	the	the	DET
ajee-6041	326	8	dry	dry	ADJ
ajee-6041	326	9	season	season	NOUN
ajee-6041	326	10	due	due	ADP
ajee-6041	326	11	to	to	ADP
ajee-6041	326	12	reduced	reduced	ADJ
ajee-6041	326	13	dilution	dilution	NOUN
ajee-6041	326	14	,	,	PUNCT
ajee-6041	326	15	with	with	ADP
ajee-6041	326	16	phosphate	phosphate	NOUN
ajee-6041	326	17	and	and	CCONJ
ajee-6041	326	18	turbidity	turbidity	NOUN
ajee-6041	326	19	frequently	frequently	ADV
ajee-6041	326	20	exceeding	exceed	VERB
ajee-6041	326	21	international	international	ADJ
ajee-6041	326	22	and	and	CCONJ
ajee-6041	326	23	national	national	ADJ
ajee-6041	326	24	water	water	NOUN
ajee-6041	326	25	quality	quality	NOUN
ajee-6041	326	26	standards	standard	NOUN
ajee-6041	326	27	.	.	PUNCT
ajee-6041	327	1	downstream	downstream	ADJ
ajee-6041	327	2	analyses	analysis	NOUN
ajee-6041	327	3	further	far	ADV
ajee-6041	327	4	revealed	reveal	VERB
ajee-6041	327	5	that	that	SCONJ
ajee-6041	327	6	water	water	NOUN
ajee-6041	327	7	quality	quality	NOUN
ajee-6041	327	8	deteriorates	deteriorate	VERB
ajee-6041	327	9	progressively	progressively	ADV
ajee-6041	327	10	along	along	ADP
ajee-6041	327	11	the	the	DET
ajee-6041	327	12	river	river	NOUN
ajee-6041	327	13	course	course	NOUN
ajee-6041	327	14	,	,	PUNCT
ajee-6041	327	15	especially	especially	ADV
ajee-6041	327	16	in	in	ADP
ajee-6041	327	17	ogun	ogun	PROPN
ajee-6041	327	18	river	river	NOUN
ajee-6041	327	19	,	,	PUNCT
ajee-6041	327	20	highlighting	highlight	VERB
ajee-6041	327	21	the	the	DET
ajee-6041	327	22	cumulative	cumulative	ADJ
ajee-6041	327	23	impacts	impact	NOUN
ajee-6041	327	24	of	of	ADP
ajee-6041	327	25	urban	urban	ADJ
ajee-6041	327	26	,	,	PUNCT
ajee-6041	327	27	agricultural	agricultural	ADJ
ajee-6041	327	28	,	,	PUNCT
ajee-6041	327	29	and	and	CCONJ
ajee-6041	327	30	domestic	domestic	ADJ
ajee-6041	327	31	inputs	input	NOUN
ajee-6041	327	32	.	.	PUNCT
ajee-6041	328	1	regression	regression	NOUN
ajee-6041	328	2	and	and	CCONJ
ajee-6041	328	3	predictive	predictive	ADJ
ajee-6041	328	4	modelling	modelling	NOUN
ajee-6041	328	5	confirmed	confirm	VERB
ajee-6041	328	6	the	the	DET
ajee-6041	328	7	central	central	ADJ
ajee-6041	328	8	role	role	NOUN
ajee-6041	328	9	of	of	ADP
ajee-6041	328	10	sodium	sodium	NOUN
ajee-6041	328	11	as	as	ADP
ajee-6041	328	12	a	a	DET
ajee-6041	328	13	key	key	ADJ
ajee-6041	328	14	predictor	predictor	NOUN
ajee-6041	328	15	of	of	ADP
ajee-6041	328	16	water	water	NOUN
ajee-6041	328	17	quality	quality	NOUN
ajee-6041	328	18	dynamics	dynamic	NOUN
ajee-6041	328	19	.	.	PUNCT
ajee-6041	329	1	machine	machine	NOUN
ajee-6041	329	2	learning	learn	VERB
ajee-6041	329	3	approaches	approach	NOUN
ajee-6041	329	4	,	,	PUNCT
ajee-6041	329	5	particularly	particularly	ADV
ajee-6041	329	6	decision	decision	NOUN
ajee-6041	329	7	tree	tree	NOUN
ajee-6041	329	8	regression	regression	NOUN
ajee-6041	329	9	,	,	PUNCT
ajee-6041	329	10	provided	provide	VERB
ajee-6041	329	11	superior	superior	ADJ
ajee-6041	329	12	predictive	predictive	ADJ
ajee-6041	329	13	accuracy	accuracy	NOUN
ajee-6041	329	14	compared	compare	VERB
ajee-6041	329	15	to	to	ADP
ajee-6041	329	16	traditional	traditional	ADJ
ajee-6041	329	17	linear	linear	ADJ
ajee-6041	329	18	and	and	CCONJ
ajee-6041	329	19	polynomial	polynomial	ADJ
ajee-6041	329	20	models	model	NOUN
ajee-6041	329	21	,	,	PUNCT
ajee-6041	329	22	demonstrating	demonstrate	VERB
ajee-6041	329	23	their	their	PRON
ajee-6041	329	24	potential	potential	NOUN
ajee-6041	329	25	for	for	ADP
ajee-6041	329	26	cost	cost	NOUN
ajee-6041	329	27	-	-	PUNCT
ajee-6041	329	28	effective	effective	ADJ
ajee-6041	329	29	monitoring	monitoring	NOUN
ajee-6041	329	30	in	in	ADP
ajee-6041	329	31	data	data	NOUN
ajee-6041	329	32	-	-	PUNCT
ajee-6041	329	33	limited	limit	VERB
ajee-6041	329	34	contexts	contexts	NOUN
ajee-6041	329	35	.	.	PUNCT
ajee-6041	330	1	hydrochemical	hydrochemical	ADJ
ajee-6041	330	2	ratio	ratio	NOUN
ajee-6041	330	3	analysis	analysis	NOUN
ajee-6041	330	4	underscored	underscore	VERB
ajee-6041	330	5	the	the	DET
ajee-6041	330	6	interplay	interplay	NOUN
ajee-6041	330	7	between	between	ADP
ajee-6041	330	8	anthropogenic	anthropogenic	ADJ
ajee-6041	330	9	sodium	sodium	NOUN
ajee-6041	330	10	enrichment	enrichment	NOUN
ajee-6041	330	11	and	and	CCONJ
ajee-6041	330	12	geogenic	geogenic	ADJ
ajee-6041	330	13	carbonate	carbonate	NOUN
ajee-6041	330	14	weathering	weathering	NOUN
ajee-6041	330	15	,	,	PUNCT
ajee-6041	330	16	while	while	SCONJ
ajee-6041	330	17	also	also	ADV
ajee-6041	330	18	flagging	flag	VERB
ajee-6041	330	19	a	a	DET
ajee-6041	330	20	potential	potential	ADJ
ajee-6041	330	21	sodium	sodium	NOUN
ajee-6041	330	22	hazard	hazard	NOUN
ajee-6041	330	23	for	for	ADP
ajee-6041	330	24	irrigation	irrigation	NOUN
ajee-6041	330	25	purposes	purpose	NOUN
ajee-6041	330	26	in	in	ADP
ajee-6041	330	27	the	the	DET
ajee-6041	330	28	ogun	ogun	PROPN
ajee-6041	330	29	river	river	NOUN
ajee-6041	330	30	basin	basin	NOUN
ajee-6041	330	31	.	.	PUNCT
ajee-6041	331	1	the	the	DET
ajee-6041	331	2	findings	finding	NOUN
ajee-6041	331	3	emphasize	emphasize	VERB
ajee-6041	331	4	that	that	SCONJ
ajee-6041	331	5	both	both	CCONJ
ajee-6041	331	6	ogun	ogun	NOUN
ajee-6041	331	7	and	and	CCONJ
ajee-6041	331	8	oshun	oshun	NOUN
ajee-6041	331	9	rivers	river	NOUN
ajee-6041	331	10	are	be	AUX
ajee-6041	331	11	under	under	ADP
ajee-6041	331	12	significant	significant	ADJ
ajee-6041	331	13	pressure	pressure	NOUN
ajee-6041	331	14	from	from	ADP
ajee-6041	331	15	nutrient	nutrient	ADJ
ajee-6041	331	16	enrichment	enrichment	NOUN
ajee-6041	331	17	,	,	PUNCT
ajee-6041	331	18	sediment	sediment	NOUN
ajee-6041	331	19	load	load	NOUN
ajee-6041	331	20	,	,	PUNCT
ajee-6041	331	21	and	and	CCONJ
ajee-6041	331	22	sodium	sodium	NOUN
ajee-6041	331	23	accumulation	accumulation	NOUN
ajee-6041	331	24	,	,	PUNCT
ajee-6041	331	25	with	with	ADP
ajee-6041	331	26	ogun	ogun	PROPN
ajee-6041	331	27	river	river	NOUN
ajee-6041	331	28	showing	show	VERB
ajee-6041	331	29	greater	great	ADJ
ajee-6041	331	30	vulnerability	vulnerability	NOUN
ajee-6041	331	31	.	.	PUNCT
ajee-6041	332	1	these	these	DET
ajee-6041	332	2	insights	insight	NOUN
ajee-6041	332	3	not	not	PART
ajee-6041	332	4	only	only	ADV
ajee-6041	332	5	deepen	deepen	VERB
ajee-6041	332	6	understanding	understanding	NOUN
ajee-6041	332	7	of	of	ADP
ajee-6041	332	8	hydrochemical	hydrochemical	ADJ
ajee-6041	332	9	processes	process	NOUN
ajee-6041	332	10	in	in	ADP
ajee-6041	332	11	tropical	tropical	ADJ
ajee-6041	332	12	river	river	NOUN
ajee-6041	332	13	systems	system	NOUN
ajee-6041	332	14	but	but	CCONJ
ajee-6041	332	15	also	also	ADV
ajee-6041	332	16	provide	provide	VERB
ajee-6041	332	17	practical	practical	ADJ
ajee-6041	332	18	tools	tool	NOUN
ajee-6041	332	19	for	for	ADP
ajee-6041	332	20	monitoring	monitoring	NOUN
ajee-6041	332	21	and	and	CCONJ
ajee-6041	332	22	management	management	NOUN
ajee-6041	332	23	.	.	PUNCT
ajee-6041	333	1	it	it	PRON
ajee-6041	333	2	is	be	AUX
ajee-6041	333	3	therefore	therefore	ADV
ajee-6041	333	4	recommended	recommend	VERB
ajee-6041	333	5	that	that	SCONJ
ajee-6041	333	6	management	management	NOUN
ajee-6041	333	7	strategies	strategy	NOUN
ajee-6041	333	8	should	should	AUX
ajee-6041	333	9	prioritize	prioritize	VERB
ajee-6041	333	10	reducing	reduce	VERB
ajee-6041	333	11	nutrient	nutrient	NOUN
ajee-6041	333	12	and	and	CCONJ
ajee-6041	333	13	sediment	sediment	NOUN
ajee-6041	333	14	inputs	input	NOUN
ajee-6041	333	15	through	through	ADP
ajee-6041	333	16	improved	improve	VERB
ajee-6041	333	17	agricultural	agricultural	ADJ
ajee-6041	333	18	practices	practice	NOUN
ajee-6041	333	19	,	,	PUNCT
ajee-6041	333	20	erosion	erosion	NOUN
ajee-6041	333	21	control	control	NOUN
ajee-6041	333	22	,	,	PUNCT
ajee-6041	333	23	and	and	CCONJ
ajee-6041	333	24	stricter	strict	ADJ
ajee-6041	333	25	wastewater	wastewater	NOUN
ajee-6041	333	26	regulation	regulation	NOUN
ajee-6041	333	27	.	.	PUNCT
ajee-6041	334	1	downstream	downstream	ADJ
ajee-6041	334	2	reaches	reach	NOUN
ajee-6041	334	3	,	,	PUNCT
ajee-6041	334	4	which	which	PRON
ajee-6041	334	5	act	act	VERB
ajee-6041	334	6	as	as	ADP
ajee-6041	334	7	pollution	pollution	NOUN
ajee-6041	334	8	hotspots	hotspot	NOUN
ajee-6041	334	9	,	,	PUNCT
ajee-6041	334	10	should	should	AUX
ajee-6041	334	11	be	be	AUX
ajee-6041	334	12	the	the	DET
ajee-6041	334	13	focus	focus	NOUN
ajee-6041	334	14	of	of	ADP
ajee-6041	334	15	intensified	intensify	VERB
ajee-6041	334	16	monitoring	monitoring	NOUN
ajee-6041	334	17	and	and	CCONJ
ajee-6041	334	18	remediation	remediation	NOUN
ajee-6041	334	19	.	.	PUNCT
ajee-6041	335	1	the	the	DET
ajee-6041	335	2	incorporation	incorporation	NOUN
ajee-6041	335	3	of	of	ADP
ajee-6041	335	4	predictive	predictive	ADJ
ajee-6041	335	5	machine	machine	NOUN
ajee-6041	335	6	learning	learning	NOUN
ajee-6041	335	7	models	model	NOUN
ajee-6041	335	8	into	into	ADP
ajee-6041	335	9	water	water	NOUN
ajee-6041	335	10	quality	quality	NOUN
ajee-6041	335	11	management	management	NOUN
ajee-6041	335	12	frameworks	framework	NOUN
ajee-6041	335	13	could	could	AUX
ajee-6041	335	14	enhance	enhance	VERB
ajee-6041	335	15	early	early	ADJ
ajee-6041	335	16	-	-	PUNCT
ajee-6041	335	17	warning	warning	NOUN
ajee-6041	335	18	systems	system	NOUN
ajee-6041	335	19	and	and	CCONJ
ajee-6041	335	20	improve	improve	VERB
ajee-6041	335	21	decision	decision	NOUN
ajee-6041	335	22	-	-	PUNCT
ajee-6041	335	23	making	making	NOUN
ajee-6041	335	24	,	,	PUNCT
ajee-6041	335	25	particularly	particularly	ADV
ajee-6041	335	26	in	in	ADP
ajee-6041	335	27	regions	region	NOUN
ajee-6041	335	28	where	where	SCONJ
ajee-6041	335	29	laboratory	laboratory	NOUN
ajee-6041	335	30	infrastructure	infrastructure	NOUN
ajee-6041	335	31	and	and	CCONJ
ajee-6041	335	32	resources	resource	NOUN
ajee-6041	335	33	are	be	AUX
ajee-6041	335	34	limited	limited	ADJ
ajee-6041	335	35	.	.	PUNCT
ajee-6041	336	1	references	reference	NOUN
ajee-6041	336	2	abbasnia	abbasnia	PROPN
ajee-6041	336	3	,	,	PUNCT
ajee-6041	336	4	a.	a.	NOUN
ajee-6041	336	5	,	,	PUNCT
ajee-6041	336	6	yousefi	yousefi	PROPN
ajee-6041	336	7	,	,	PUNCT
ajee-6041	336	8	n.	n.	PROPN
ajee-6041	336	9	,	,	PUNCT
ajee-6041	336	10	mahvi	mahvi	PROPN
ajee-6041	336	11	,	,	PUNCT
ajee-6041	336	12	a.	a.	PROPN
ajee-6041	336	13	h.	h.	PROPN
ajee-6041	336	14	,	,	PUNCT
ajee-6041	336	15	nabizadeh	nabizadeh	PROPN
ajee-6041	336	16	,	,	PUNCT
ajee-6041	336	17	r.	r.	PROPN
ajee-6041	336	18	,	,	PUNCT
ajee-6041	336	19	radfard	radfard	NOUN
ajee-6041	336	20	,	,	PUNCT
ajee-6041	336	21	m.	m.	NOUN
ajee-6041	336	22	,	,	PUNCT
ajee-6041	336	23	yousefi	yousefi	PROPN
ajee-6041	336	24	,	,	PUNCT
ajee-6041	336	25	m.	m.	NOUN
ajee-6041	336	26	,	,	PUNCT
ajee-6041	336	27	&	&	CCONJ
ajee-6041	336	28	alimohammadi	alimohammadi	PROPN
ajee-6041	336	29	,	,	PUNCT
ajee-6041	336	30	m.	m.	NOUN
ajee-6041	336	31	(	(	PUNCT
ajee-6041	336	32	2019	2019	NUM
ajee-6041	336	33	)	)	PUNCT
ajee-6041	336	34	.	.	PUNCT
ajee-6041	337	1	prediction	prediction	NOUN
ajee-6041	337	2	of	of	ADP
ajee-6041	337	3	water	water	NOUN
ajee-6041	337	4	quality	quality	NOUN
ajee-6041	337	5	parameters	parameter	NOUN
ajee-6041	337	6	by	by	ADP
ajee-6041	337	7	artificial	artificial	ADJ
ajee-6041	337	8	intelligence	intelligence	NOUN
ajee-6041	337	9	techniques	technique	NOUN
ajee-6041	337	10	:	:	PUNCT
ajee-6041	337	11	a	a	DET
ajee-6041	337	12	case	case	NOUN
ajee-6041	337	13	study	study	NOUN
ajee-6041	337	14	of	of	ADP
ajee-6041	337	15	the	the	DET
ajee-6041	337	16	gorganrood	gorganrood	PROPN
ajee-6041	337	17	river	river	PROPN
ajee-6041	337	18	,	,	PUNCT
ajee-6041	337	19	iran	iran	PROPN
ajee-6041	337	20	.	.	PUNCT
ajee-6041	338	1	environmental	environmental	ADJ
ajee-6041	338	2	science	science	NOUN
ajee-6041	338	3	and	and	CCONJ
ajee-6041	338	4	pollution	pollution	NOUN
ajee-6041	338	5	research	research	NOUN
ajee-6041	338	6	,	,	PUNCT
ajee-6041	338	7	26(1	26(1	NUM
ajee-6041	338	8	)	)	PUNCT
ajee-6041	338	9	,	,	PUNCT
ajee-6041	338	10	1–11	1–11	PROPN
ajee-6041	338	11	.	.	PUNCT
ajee-6041	339	1	https://doi	https://doi	PROPN
ajee-6041	339	2	.	.	PUNCT
ajee-6041	339	3	org/10.1007	org/10.1007	PROPN
ajee-6041	339	4	/	/	SYM
ajee-6041	339	5	s11356	s11356	NOUN
ajee-6041	339	6	-	-	PUNCT
ajee-6041	339	7	018	018	NUM
ajee-6041	339	8	-	-	PUNCT
ajee-6041	339	9	3608	3608	NUM
ajee-6041	339	10	-	-	SYM
ajee-6041	339	11	8	8	NUM
ajee-6041	339	12	abdullahi	abdullahi	PROPN
ajee-6041	339	13	,	,	PUNCT
ajee-6041	339	14	m.	m.	NOUN
ajee-6041	339	15	g.	g.	PROPN
ajee-6041	339	16	,	,	PUNCT
ajee-6041	339	17	musa	musa	PROPN
ajee-6041	339	18	,	,	PUNCT
ajee-6041	339	19	a.	a.	NOUN
ajee-6041	339	20	a.	a.	PROPN
ajee-6041	339	21	,	,	PUNCT
ajee-6041	339	22	&	&	CCONJ
ajee-6041	339	23	ahmed	ahmed	PROPN
ajee-6041	339	24	,	,	PUNCT
ajee-6041	339	25	a.	a.	NOUN
ajee-6041	339	26	(	(	PUNCT
ajee-6041	339	27	2017	2017	NUM
ajee-6041	339	28	)	)	PUNCT
ajee-6041	339	29	.	.	PUNCT
ajee-6041	340	1	hydrogeochemical	hydrogeochemical	ADJ
ajee-6041	340	2	assessment	assessment	NOUN
ajee-6041	340	3	and	and	CCONJ
ajee-6041	340	4	irrigation	irrigation	NOUN
ajee-6041	340	5	water	water	NOUN
ajee-6041	340	6	quality	quality	NOUN
ajee-6041	340	7	of	of	ADP
ajee-6041	340	8	sokoto	sokoto	PROPN
ajee-6041	340	9	-	-	PUNCT
ajee-6041	340	10	rima	rima	PROPN
ajee-6041	340	11	river	river	PROPN
ajee-6041	340	12	basin	basin	NOUN
ajee-6041	340	13	,	,	PUNCT
ajee-6041	340	14	nigeria	nigeria	PROPN
ajee-6041	340	15	.	.	PUNCT
ajee-6041	341	1	applied	apply	VERB
ajee-6041	341	2	water	water	NOUN
ajee-6041	341	3	science	science	NOUN
ajee-6041	341	4	,	,	PUNCT
ajee-6041	341	5	7(8	7(8	NUM
ajee-6041	341	6	)	)	PUNCT
ajee-6041	341	7	,	,	PUNCT
ajee-6041	341	8	4633–4645	4633–4645	NUM
ajee-6041	341	9	.	.	PUNCT
ajee-6041	342	1	https://doi	https://doi	NOUN
ajee-6041	342	2	.	.	PUNCT
ajee-6041	342	3	org/10.1007	org/10.1007	PROPN
ajee-6041	342	4	/	/	SYM
ajee-6041	342	5	s13201	s13201	NOUN
ajee-6041	342	6	-	-	PUNCT
ajee-6041	342	7	017	017	NUM
ajee-6041	342	8	-	-	PUNCT
ajee-6041	342	9	0631	0631	NUM
ajee-6041	342	10	-	-	SYM
ajee-6041	342	11	6	6	NUM
ajee-6041	342	12	adeleke	adeleke	ADJ
ajee-6041	342	13	,	,	PUNCT
ajee-6041	342	14	b.	b.	PROPN
ajee-6041	342	15	o.	o.	PROPN
ajee-6041	342	16	,	,	PUNCT
ajee-6041	342	17	adewumi	adewumi	PROPN
ajee-6041	342	18	,	,	PUNCT
ajee-6041	342	19	j.	j.	PROPN
ajee-6041	342	20	r.	r.	PROPN
ajee-6041	342	21	,	,	PUNCT
ajee-6041	342	22	&	&	CCONJ
ajee-6041	342	23	oladipo	oladipo	PROPN
ajee-6041	342	24	,	,	PUNCT
ajee-6041	342	25	a.	a.	NOUN
ajee-6041	342	26	a.	a.	NOUN
ajee-6041	342	27	(	(	PUNCT
ajee-6041	342	28	2021	2021	NUM
ajee-6041	342	29	)	)	PUNCT
ajee-6041	342	30	.	.	PUNCT
ajee-6041	343	1	assessment	assessment	NOUN
ajee-6041	343	2	of	of	ADP
ajee-6041	343	3	hydrochemical	hydrochemical	ADJ
ajee-6041	343	4	characteristics	characteristic	NOUN
ajee-6041	343	5	and	and	CCONJ
ajee-6041	343	6	irrigation	irrigation	NOUN
ajee-6041	343	7	water	water	NOUN
ajee-6041	343	8	quality	quality	NOUN
ajee-6041	343	9	of	of	ADP
ajee-6041	343	10	opa	opa	PROPN
ajee-6041	343	11	reservoir	reservoir	PROPN
ajee-6041	343	12	,	,	PUNCT
ajee-6041	343	13	southwestern	southwestern	PROPN
ajee-6041	343	14	nigeria	nigeria	PROPN
ajee-6041	343	15	.	.	PUNCT
ajee-6041	344	1	applied	apply	VERB
ajee-6041	344	2	water	water	NOUN
ajee-6041	344	3	science	science	NOUN
ajee-6041	344	4	,	,	PUNCT
ajee-6041	344	5	11(10	11(10	NUM
ajee-6041	344	6	)	)	PUNCT
ajee-6041	344	7	,	,	PUNCT
ajee-6041	344	8	1–14	1–14	PROPN
ajee-6041	344	9	.	.	PROPN
ajee-6041	344	10	https://doi.org/10.1007/s13201-021-01505-0	https://doi.org/10.1007/s13201-021-01505-0	NUM
ajee-6041	344	11	adesakin	adesakin	PROPN
ajee-6041	344	12	,	,	PUNCT
ajee-6041	344	13	t.	t.	NOUN
ajee-6041	344	14	a.	a.	PROPN
ajee-6041	344	15	,	,	PUNCT
ajee-6041	344	16	akinbile	akinbile	NOUN
ajee-6041	344	17	,	,	PUNCT
ajee-6041	344	18	c.	c.	PROPN
ajee-6041	344	19	o.	o.	PROPN
ajee-6041	344	20	,	,	PUNCT
ajee-6041	344	21	&	&	CCONJ
ajee-6041	344	22	akinlolu	akinlolu	ADV
ajee-6041	344	23	,	,	PUNCT
ajee-6041	344	24	a.	a.	NOUN
ajee-6041	344	25	(	(	PUNCT
ajee-6041	344	26	2020	2020	NUM
ajee-6041	344	27	)	)	PUNCT
ajee-6041	344	28	.	.	PUNCT
ajee-6041	345	1	assessment	assessment	NOUN
ajee-6041	345	2	of	of	ADP
ajee-6041	345	3	seasonal	seasonal	ADJ
ajee-6041	345	4	variations	variation	NOUN
ajee-6041	345	5	in	in	ADP
ajee-6041	345	6	water	water	NOUN
ajee-6041	345	7	quality	quality	NOUN
ajee-6041	345	8	of	of	ADP
ajee-6041	345	9	river	river	NOUN
ajee-6041	345	10	ogbese	ogbese	NOUN
ajee-6041	345	11	,	,	PUNCT
ajee-6041	345	12	southwestern	southwestern	PROPN
ajee-6041	345	13	nigeria	nigeria	PROPN
ajee-6041	345	14	.	.	PUNCT
ajee-6041	346	1	applied	apply	VERB
ajee-6041	346	2	water	water	NOUN
ajee-6041	346	3	science	science	NOUN
ajee-6041	346	4	,	,	PUNCT
ajee-6041	346	5	10(8	10(8	NOUN
ajee-6041	346	6	)	)	PUNCT
ajee-6041	346	7	,	,	PUNCT
ajee-6041	346	8	1–12	1–12	NOUN
ajee-6041	346	9	.	.	PUNCT
ajee-6041	347	1	https://doi.org/10.1007/s13201020-01267-w	https://doi.org/10.1007/s13201020-01267-w	PROPN
ajee-6041	347	2	adewumi	adewumi	PROPN
ajee-6041	347	3	,	,	PUNCT
ajee-6041	347	4	j.	j.	PROPN
ajee-6041	347	5	r.	r.	PROPN
ajee-6041	347	6	,	,	PUNCT
ajee-6041	347	7	ojekunle	ojekunle	PROPN
ajee-6041	347	8	,	,	PUNCT
ajee-6041	347	9	z.	z.	PROPN
ajee-6041	347	10	o.	o.	PROPN
ajee-6041	347	11	,	,	PUNCT
ajee-6041	347	12	sangowusi	sangowusi	PROPN
ajee-6041	347	13	,	,	PUNCT
ajee-6041	347	14	o.	o.	PROPN
ajee-6041	347	15	r.	r.	PROPN
ajee-6041	347	16	,	,	PUNCT
ajee-6041	347	17	&	&	CCONJ
ajee-6041	347	18	taiwo	taiwo	PROPN
ajee-6041	347	19	,	,	PUNCT
ajee-6041	347	20	a.	a.	NOUN
ajee-6041	347	21	m.	m.	NOUN
ajee-6041	347	22	(	(	PUNCT
ajee-6041	347	23	2022	2022	NUM
ajee-6041	347	24	)	)	PUNCT
ajee-6041	347	25	.	.	PUNCT
ajee-6041	348	1	water	water	NOUN
ajee-6041	348	2	quality	quality	NOUN
ajee-6041	348	3	assessment	assessment	NOUN
ajee-6041	348	4	of	of	ADP
ajee-6041	348	5	selected	select	VERB
ajee-6041	348	6	rivers	river	NOUN
ajee-6041	348	7	in	in	ADP
ajee-6041	348	8	ogun	ogun	PROPN
ajee-6041	348	9	state	state	NOUN
ajee-6041	348	10	,	,	PUNCT
ajee-6041	348	11	southwestern	southwestern	PROPN
ajee-6041	348	12	nigeria	nigeria	PROPN
ajee-6041	348	13	.	.	PUNCT
ajee-6041	349	1	applied	apply	VERB
ajee-6041	349	2	water	water	NOUN
ajee-6041	349	3	science	science	NOUN
ajee-6041	349	4	,	,	PUNCT
ajee-6041	349	5	12(7	12(7	NUM
ajee-6041	349	6	)	)	PUNCT
ajee-6041	349	7	,	,	PUNCT
ajee-6041	349	8	136	136	NUM
ajee-6041	349	9	.	.	PUNCT
ajee-6041	350	1	https://doi	https://doi	X
ajee-6041	350	2	.	.	PUNCT
ajee-6041	350	3	org/10.1007	org/10.1007	PROPN
ajee-6041	350	4	/	/	SYM
ajee-6041	350	5	s13201	s13201	NOUN
ajee-6041	350	6	-	-	PUNCT
ajee-6041	350	7	022	022	NUM
ajee-6041	350	8	-	-	PUNCT
ajee-6041	350	9	01684	01684	NUM
ajee-6041	350	10	-	-	PUNCT
ajee-6041	350	11	8	8	NUM
ajee-6041	350	12	adeyemo	adeyemo	ADJ
ajee-6041	350	13	,	,	PUNCT
ajee-6041	350	14	o.	o.	PROPN
ajee-6041	350	15	k.	k.	PROPN
ajee-6041	350	16	,	,	PUNCT
ajee-6041	350	17	odo	odo	PROPN
ajee-6041	350	18	,	,	PUNCT
ajee-6041	350	19	g.	g.	PROPN
ajee-6041	350	20	e.	e.	PROPN
ajee-6041	350	21	,	,	PUNCT
ajee-6041	350	22	&	&	CCONJ
ajee-6041	350	23	adejumo	adejumo	ADJ
ajee-6041	350	24	,	,	PUNCT
ajee-6041	350	25	o.	o.	PROPN
ajee-6041	350	26	e.	e.	PROPN
ajee-6041	350	27	(	(	PUNCT
ajee-6041	350	28	2020	2020	NUM
ajee-6041	350	29	)	)	PUNCT
ajee-6041	350	30	.	.	PUNCT
ajee-6041	351	1	seasonal	seasonal	ADJ
ajee-6041	351	2	variations	variation	NOUN
ajee-6041	351	3	in	in	ADP
ajee-6041	351	4	physicochemical	physicochemical	ADJ
ajee-6041	351	5	parameters	parameter	NOUN
ajee-6041	351	6	and	and	CCONJ
ajee-6041	351	7	heavy	heavy	ADJ
ajee-6041	351	8	metals	metal	NOUN
ajee-6041	351	9	in	in	ADP
ajee-6041	351	10	surface	surface	NOUN
ajee-6041	351	11	water	water	NOUN
ajee-6041	351	12	of	of	ADP
ajee-6041	351	13	river	river	NOUN
ajee-6041	351	14	ogun	ogun	PROPN
ajee-6041	351	15	,	,	PUNCT
ajee-6041	351	16	nigeria	nigeria	PROPN
ajee-6041	351	17	.	.	PUNCT
ajee-6041	352	1	environmental	environmental	ADJ
ajee-6041	352	2	monitoring	monitoring	NOUN
ajee-6041	352	3	and	and	CCONJ
ajee-6041	352	4	assessment	assessment	NOUN
ajee-6041	352	5	,	,	PUNCT
ajee-6041	352	6	192(3	192(3	NUM
ajee-6041	352	7	)	)	PUNCT
ajee-6041	352	8	,	,	PUNCT
ajee-6041	352	9	1–14	1–14	PROPN
ajee-6041	352	10	.	.	PROPN
ajee-6041	352	11	https://doi.org/10.1007/s10661-020-8106-3	https://doi.org/10.1007/s10661-020-8106-3	NUM
ajee-6041	352	12	akanda	akanda	NOUN
ajee-6041	352	13	,	,	PUNCT
ajee-6041	352	14	m.	m.	NOUN
ajee-6041	352	15	g.	g.	PROPN
ajee-6041	352	16	r.	r.	PROPN
ajee-6041	352	17	,	,	PUNCT
ajee-6041	352	18	mittra	mittra	PROPN
ajee-6041	352	19	,	,	PUNCT
ajee-6041	352	20	p.	p.	PROPN
ajee-6041	352	21	k.	k.	PROPN
ajee-6041	352	22	,	,	PUNCT
ajee-6041	352	23	&	&	CCONJ
ajee-6041	352	24	biswas	biswas	PROPN
ajee-6041	352	25	,	,	PUNCT
ajee-6041	352	26	a.	a.	NOUN
ajee-6041	352	27	(	(	PUNCT
ajee-6041	352	28	2025	2025	NUM
ajee-6041	352	29	)	)	PUNCT
ajee-6041	352	30	.	.	PUNCT
ajee-6041	353	1	adoption	adoption	NOUN
ajee-6041	353	2	of	of	ADP
ajee-6041	353	3	climate	climate	NOUN
ajee-6041	353	4	smart	smart	ADJ
ajee-6041	353	5	agricultural	agricultural	ADJ
ajee-6041	353	6	practices	practice	NOUN
ajee-6041	353	7	among	among	ADP
ajee-6041	353	8	coastal	coastal	ADJ
ajee-6041	353	9	farmers	farmer	NOUN
ajee-6041	353	10	:	:	PUNCT
ajee-6041	353	11	insights	insight	NOUN
ajee-6041	353	12	from	from	ADP
ajee-6041	353	13	a	a	DET
ajee-6041	353	14	selected	select	VERB
ajee-6041	353	15	southern	southern	ADJ
ajee-6041	353	16	area	area	NOUN
ajee-6041	353	17	of	of	ADP
ajee-6041	353	18	bangladesh	bangladesh	PROPN
ajee-6041	353	19	.	.	PUNCT
ajee-6041	354	1	american	american	PROPN
ajee-6041	354	2	journal	journal	PROPN
ajee-6041	354	3	of	of	ADP
ajee-6041	354	4	environment	environment	NOUN
ajee-6041	354	5	and	and	CCONJ
ajee-6041	354	6	climate	climate	NOUN
ajee-6041	354	7	,	,	PUNCT
ajee-6041	354	8	4(3	4(3	NUM
ajee-6041	354	9	)	)	PUNCT
ajee-6041	354	10	.	.	PUNCT
ajee-6041	355	1	https://doi	https://doi	NOUN
ajee-6041	355	2	.	.	PUNCT
ajee-6041	355	3	org/10.54536	org/10.54536	PROPN
ajee-6041	355	4	/	/	SYM
ajee-6041	355	5	ajec.v4i3.5318	ajec.v4i3.5318	PROPN
ajee-6041	355	6	akinbile	akinbile	NOUN
ajee-6041	355	7	,	,	PUNCT
ajee-6041	355	8	c.	c.	PROPN
ajee-6041	355	9	o.	o.	PROPN
ajee-6041	355	10	,	,	PUNCT
ajee-6041	355	11	awomeso	awomeso	PROPN
ajee-6041	355	12	,	,	PUNCT
ajee-6041	355	13	j.	j.	PROPN
ajee-6041	355	14	a.	a.	PROPN
ajee-6041	355	15	,	,	PUNCT
ajee-6041	355	16	&	&	CCONJ
ajee-6041	355	17	olayemi	olayemi	PROPN
ajee-6041	355	18	,	,	PUNCT
ajee-6041	355	19	i.	i.	PROPN
ajee-6041	355	20	k.	k.	PROPN
ajee-6041	355	21	(	(	PUNCT
ajee-6041	355	22	2019	2019	NUM
ajee-6041	355	23	)	)	PUNCT
ajee-6041	355	24	.	.	PUNCT
ajee-6041	356	1	land	land	NOUN
ajee-6041	356	2	use	use	NOUN
ajee-6041	356	3	and	and	CCONJ
ajee-6041	356	4	water	water	NOUN
ajee-6041	356	5	quality	quality	NOUN
ajee-6041	356	6	in	in	ADP
ajee-6041	356	7	southwestern	southwestern	ADJ
ajee-6041	356	8	nigeria	nigeria	PROPN
ajee-6041	356	9	:	:	PUNCT
ajee-6041	356	10	a	a	DET
ajee-6041	356	11	review	review	NOUN
ajee-6041	356	12	.	.	PUNCT
ajee-6041	357	1	environmental	environmental	ADJ
ajee-6041	357	2	management	management	NOUN
ajee-6041	357	3	and	and	CCONJ
ajee-6041	357	4	sustainable	sustainable	ADJ
ajee-6041	357	5	development	development	NOUN
ajee-6041	357	6	,	,	PUNCT
ajee-6041	357	7	8(1	8(1	NOUN
ajee-6041	357	8	)	)	PUNCT
ajee-6041	357	9	,	,	PUNCT
ajee-6041	357	10	58–76	58–76	NUM
ajee-6041	357	11	.	.	PUNCT
ajee-6041	358	1	https://doi.org/10.5296/	https://doi.org/10.5296/	PROPN
ajee-6041	358	2	emsd.v8i1.14366	emsd.v8i1.14366	NUM
ajee-6041	358	3	akintola	akintola	NOUN
ajee-6041	358	4	,	,	PUNCT
ajee-6041	358	5	t.	t.	PROPN
ajee-6041	358	6	a.	a.	NOUN
ajee-6041	358	7	,	,	PUNCT
ajee-6041	358	8	adekunle	adekunle	NOUN
ajee-6041	358	9	,	,	PUNCT
ajee-6041	358	10	a.	a.	NOUN
ajee-6041	358	11	s.	s.	PROPN
ajee-6041	358	12	,	,	PUNCT
ajee-6041	358	13	&	&	CCONJ
ajee-6041	358	14	ojo	ojo	NOUN
ajee-6041	358	15	,	,	PUNCT
ajee-6041	358	16	o.	o.	NOUN
ajee-6041	358	17	(	(	PUNCT
ajee-6041	358	18	2023	2023	NUM
ajee-6041	358	19	)	)	PUNCT
ajee-6041	358	20	.	.	PUNCT
ajee-6041	359	1	geostatistical	geostatistical	ADJ
ajee-6041	359	2	modelling	modelling	NOUN
ajee-6041	359	3	of	of	ADP
ajee-6041	359	4	groundwater	groundwater	NOUN
ajee-6041	359	5	quality	quality	NOUN
ajee-6041	359	6	in	in	ADP
ajee-6041	359	7	lagos	lagos	PROPN
ajee-6041	359	8	,	,	PUNCT
ajee-6041	359	9	nigeria	nigeria	PROPN
ajee-6041	359	10	.	.	PUNCT
ajee-6041	360	1	environmental	environmental	ADJ
ajee-6041	360	2	monitoring	monitoring	NOUN
ajee-6041	360	3	and	and	CCONJ
ajee-6041	360	4	assessment	assessment	NOUN
ajee-6041	360	5	,	,	PUNCT
ajee-6041	360	6	195(2	195(2	NUM
ajee-6041	360	7	)	)	PUNCT
ajee-6041	360	8	,	,	PUNCT
ajee-6041	360	9	212–228	212–228	PROPN
ajee-6041	360	10	.	.	PUNCT
ajee-6041	361	1	https://doi.org/10.1007/s10661023-10824-6	https://doi.org/10.1007/s10661023-10824-6	PROPN
ajee-6041	361	2	aladejana	aladejana	PROPN
ajee-6041	361	3	,	,	PUNCT
ajee-6041	361	4	j.	j.	PROPN
ajee-6041	361	5	a.	a.	PROPN
ajee-6041	361	6	,	,	PUNCT
ajee-6041	361	7	oladejo	oladejo	PROPN
ajee-6041	361	8	,	,	PUNCT
ajee-6041	361	9	o.	o.	PROPN
ajee-6041	361	10	s.	s.	PROPN
ajee-6041	361	11	,	,	PUNCT
ajee-6041	361	12	&	&	CCONJ
ajee-6041	361	13	olaniyan	olaniyan	ADJ
ajee-6041	361	14	,	,	PUNCT
ajee-6041	361	15	a.	a.	NOUN
ajee-6041	361	16	(	(	PUNCT
ajee-6041	361	17	2021	2021	NUM
ajee-6041	361	18	)	)	PUNCT
ajee-6041	361	19	.	.	PUNCT
ajee-6041	362	1	machine	machine	NOUN
ajee-6041	362	2	learning	learning	NOUN
ajee-6041	362	3	models	model	NOUN
ajee-6041	362	4	for	for	ADP
ajee-6041	362	5	groundwater	groundwater	NOUN
ajee-6041	362	6	quality	quality	NOUN
ajee-6041	362	7	prediction	prediction	NOUN
ajee-6041	362	8	in	in	ADP
ajee-6041	362	9	lagos	lagos	PROPN
ajee-6041	362	10	,	,	PUNCT
ajee-6041	362	11	nigeria	nigeria	PROPN
ajee-6041	362	12	.	.	PUNCT
ajee-6041	363	1	environmental	environmental	ADJ
ajee-6041	363	2	earth	earth	PROPN
ajee-6041	363	3	sciences	sciences	PROPN
ajee-6041	363	4	,	,	PUNCT
ajee-6041	363	5	80(6	80(6	NOUN
ajee-6041	363	6	)	)	PUNCT
ajee-6041	363	7	,	,	PUNCT
ajee-6041	363	8	1–14	1–14	PROPN
ajee-6041	363	9	.	.	PUNCT
ajee-6041	364	1	https://doi.org/10.1007/	https://doi.org/10.1007/	PROPN
ajee-6041	364	2	s12665	s12665	PROPN
ajee-6041	364	3	-	-	PUNCT
ajee-6041	364	4	021	021	NUM
ajee-6041	364	5	-	-	PUNCT
ajee-6041	364	6	09420	09420	NUM
ajee-6041	364	7	-	-	SYM
ajee-6041	364	8	3	3	NUM
ajee-6041	364	9	al	al	PROPN
ajee-6041	364	10	-	-	PUNCT
ajee-6041	364	11	farraj	farraj	PROPN
ajee-6041	364	12	,	,	PUNCT
ajee-6041	364	13	a.	a.	NOUN
ajee-6041	364	14	,	,	PUNCT
ajee-6041	364	15	al	al	PROPN
ajee-6041	364	16	-	-	PUNCT
ajee-6041	364	17	omran	omran	PROPN
ajee-6041	364	18	,	,	PUNCT
ajee-6041	364	19	a.	a.	PROPN
ajee-6041	364	20	,	,	PUNCT
ajee-6041	364	21	&	&	CCONJ
ajee-6041	364	22	el	el	PROPN
ajee-6041	364	23	-	-	PROPN
ajee-6041	364	24	maghraby	maghraby	PROPN
ajee-6041	364	25	,	,	PUNCT
ajee-6041	364	26	m.	m.	NOUN
ajee-6041	364	27	m.	m.	NOUN
ajee-6041	364	28	(	(	PUNCT
ajee-6041	364	29	2023	2023	NUM
ajee-6041	364	30	)	)	PUNCT
ajee-6041	364	31	.	.	PUNCT
ajee-6041	365	1	hydrochemical	hydrochemical	ADJ
ajee-6041	365	2	characteristics	characteristic	NOUN
ajee-6041	365	3	and	and	CCONJ
ajee-6041	365	4	water	water	NOUN
ajee-6041	365	5	quality	quality	NOUN
ajee-6041	365	6	evaluation	evaluation	NOUN
ajee-6041	365	7	of	of	ADP
ajee-6041	365	8	groundwater	groundwater	NOUN
ajee-6041	365	9	in	in	ADP
ajee-6041	365	10	arid	arid	ADJ
ajee-6041	365	11	regions	region	NOUN
ajee-6041	365	12	:	:	PUNCT
ajee-6041	365	13	case	case	NOUN
ajee-6041	365	14	of	of	ADP
ajee-6041	365	15	wadi	wadi	PROPN
ajee-6041	365	16	dawasir	dawasir	NOUN
ajee-6041	365	17	,	,	PUNCT
ajee-6041	365	18	saudi	saudi	PROPN
ajee-6041	365	19	arabia	arabia	PROPN
ajee-6041	365	20	.	.	PUNCT
ajee-6041	366	1	environmental	environmental	ADJ
ajee-6041	366	2	earth	earth	PROPN
ajee-6041	366	3	sciences	sciences	PROPN
ajee-6041	366	4	,	,	PUNCT
ajee-6041	366	5	82(1	82(1	NOUN
ajee-6041	366	6	)	)	PUNCT
ajee-6041	366	7	,	,	PUNCT
ajee-6041	366	8	1–18	1–18	NUM
ajee-6041	366	9	.	.	PUNCT
ajee-6041	367	1	https://doi.org/10.1007/	https://doi.org/10.1007/	PROPN
ajee-6041	367	2	s12665	s12665	NOUN
ajee-6041	367	3	-	-	PUNCT
ajee-6041	367	4	022	022	NUM
ajee-6041	367	5	-	-	PUNCT
ajee-6041	367	6	10455	10455	NUM
ajee-6041	367	7	-	-	PUNCT
ajee-6041	367	8	y	y	NOUN
ajee-6041	367	9	pa	pa	PROPN
ajee-6041	367	10	ge	ge	PROPN
ajee-6041	367	11	21	21	NUM
ajee-6041	367	12	9	9	NUM
ajee-6041	367	13	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	367	14	am	am	NOUN
ajee-6041	367	15	.	.	PUNCT
ajee-6041	368	1	j.	j.	PROPN
ajee-6041	368	2	environ	environ	PROPN
ajee-6041	368	3	econ	econ	PROPN
ajee-6041	368	4	.	.	PUNCT
ajee-6041	369	1	4(1	4(1	X
ajee-6041	369	2	)	)	PUNCT
ajee-6041	370	1	205	205	NUM
ajee-6041	370	2	-	-	SYM
ajee-6041	370	3	220	220	NUM
ajee-6041	370	4	,	,	PUNCT
ajee-6041	370	5	2025	2025	NUM
ajee-6041	370	6	alemayehu	alemayehu	PROPN
ajee-6041	370	7	,	,	PUNCT
ajee-6041	370	8	f.	f.	PROPN
ajee-6041	370	9	,	,	PUNCT
ajee-6041	370	10	getahun	getahun	PROPN
ajee-6041	370	11	,	,	PUNCT
ajee-6041	370	12	a.	a.	NOUN
ajee-6041	370	13	,	,	PUNCT
ajee-6041	370	14	&	&	CCONJ
ajee-6041	370	15	gashaw	gashaw	NOUN
ajee-6041	370	16	,	,	PUNCT
ajee-6041	370	17	t.	t.	NOUN
ajee-6041	370	18	(	(	PUNCT
ajee-6041	370	19	2022	2022	NUM
ajee-6041	370	20	)	)	PUNCT
ajee-6041	370	21	.	.	PUNCT
ajee-6041	371	1	land	land	NOUN
ajee-6041	371	2	use	use	NOUN
ajee-6041	371	3	effects	effect	NOUN
ajee-6041	371	4	on	on	ADP
ajee-6041	371	5	river	river	NOUN
ajee-6041	371	6	water	water	NOUN
ajee-6041	371	7	quality	quality	NOUN
ajee-6041	371	8	in	in	ADP
ajee-6041	371	9	the	the	DET
ajee-6041	371	10	ethiopian	ethiopian	PROPN
ajee-6041	371	11	highlands	highlands	PROPN
ajee-6041	371	12	.	.	PUNCT
ajee-6041	372	1	ecohydrology	ecohydrology	PROPN
ajee-6041	372	2	&	&	CCONJ
ajee-6041	372	3	hydrobiology	hydrobiology	PROPN
ajee-6041	372	4	,	,	PUNCT
ajee-6041	372	5	22(4	22(4	NUM
ajee-6041	372	6	)	)	PUNCT
ajee-6041	372	7	,	,	PUNCT
ajee-6041	372	8	571–582	571–582	NUM
ajee-6041	372	9	.	.	PUNCT
ajee-6041	373	1	https://doi.org/10.1016/j.ecohyd.2022.05.001	https://doi.org/10.1016/j.ecohyd.2022.05.001	VERB
ajee-6041	373	2	apha	apha	NOUN
ajee-6041	373	3	.	.	PUNCT
ajee-6041	374	1	(	(	PUNCT
ajee-6041	374	2	2017	2017	NUM
ajee-6041	374	3	)	)	PUNCT
ajee-6041	374	4	.	.	PUNCT
ajee-6041	375	1	standard	standard	ADJ
ajee-6041	375	2	methods	method	NOUN
ajee-6041	375	3	for	for	ADP
ajee-6041	375	4	the	the	DET
ajee-6041	375	5	examination	examination	NOUN
ajee-6041	375	6	of	of	ADP
ajee-6041	375	7	water	water	NOUN
ajee-6041	375	8	and	and	CCONJ
ajee-6041	375	9	wastewater	wastewater	NOUN
ajee-6041	375	10	(	(	PUNCT
ajee-6041	375	11	23rd	23rd	NOUN
ajee-6041	375	12	ed	ed	NOUN
ajee-6041	375	13	.	.	PUNCT
ajee-6041	375	14	)	)	PUNCT
ajee-6041	375	15	.	.	PUNCT
ajee-6041	376	1	american	american	PROPN
ajee-6041	376	2	public	public	PROPN
ajee-6041	376	3	health	health	PROPN
ajee-6041	376	4	association	association	PROPN
ajee-6041	376	5	.	.	PUNCT
ajee-6041	377	1	awoi	awoi	PROPN
ajee-6041	377	2	,	,	PUNCT
ajee-6041	377	3	f.	f.	PROPN
ajee-6041	377	4	s.	s.	PROPN
ajee-6041	377	5	,	,	PUNCT
ajee-6041	377	6	alemayehu	alemayehu	PROPN
ajee-6041	377	7	,	,	PUNCT
ajee-6041	377	8	t.	t.	PROPN
ajee-6041	377	9	,	,	PUNCT
ajee-6041	377	10	&	&	CCONJ
ajee-6041	377	11	legesse	legesse	PROPN
ajee-6041	377	12	,	,	PUNCT
ajee-6041	377	13	a.	a.	NOUN
ajee-6041	377	14	(	(	PUNCT
ajee-6041	377	15	2021	2021	NUM
ajee-6041	377	16	)	)	PUNCT
ajee-6041	377	17	.	.	PUNCT
ajee-6041	378	1	hydrochemistry	hydrochemistry	NOUN
ajee-6041	378	2	of	of	ADP
ajee-6041	378	3	rivers	river	NOUN
ajee-6041	378	4	in	in	ADP
ajee-6041	378	5	the	the	DET
ajee-6041	378	6	rift	rift	NOUN
ajee-6041	378	7	valley	valley	NOUN
ajee-6041	378	8	of	of	ADP
ajee-6041	378	9	ethiopia	ethiopia	PROPN
ajee-6041	378	10	:	:	PUNCT
ajee-6041	378	11	implications	implication	NOUN
ajee-6041	378	12	for	for	ADP
ajee-6041	378	13	water	water	NOUN
ajee-6041	378	14	quality	quality	NOUN
ajee-6041	378	15	management	management	NOUN
ajee-6041	378	16	.	.	PUNCT
ajee-6041	379	1	applied	apply	VERB
ajee-6041	379	2	water	water	NOUN
ajee-6041	379	3	science	science	NOUN
ajee-6041	379	4	,	,	PUNCT
ajee-6041	379	5	11(7	11(7	NUM
ajee-6041	379	6	)	)	PUNCT
ajee-6041	379	7	,	,	PUNCT
ajee-6041	379	8	1–15	1–15	NUM
ajee-6041	379	9	.	.	PUNCT
ajee-6041	380	1	https://doi	https://doi	X
ajee-6041	380	2	.	.	PUNCT
ajee-6041	380	3	org/10.1007	org/10.1007	PROPN
ajee-6041	380	4	/	/	SYM
ajee-6041	380	5	s13201	s13201	NOUN
ajee-6041	380	6	-	-	PUNCT
ajee-6041	380	7	021	021	NUM
ajee-6041	380	8	-	-	PUNCT
ajee-6041	380	9	01534	01534	NUM
ajee-6041	380	10	-	-	SYM
ajee-6041	380	11	9	9	NUM
ajee-6041	380	12	awomeso	awomeso	NOUN
ajee-6041	380	13	,	,	PUNCT
ajee-6041	380	14	j.	j.	PROPN
ajee-6041	380	15	a.	a.	PROPN
ajee-6041	380	16	,	,	PUNCT
ajee-6041	380	17	akintola	akintola	PROPN
ajee-6041	380	18	,	,	PUNCT
ajee-6041	380	19	t.	t.	PROPN
ajee-6041	380	20	a.	a.	PROPN
ajee-6041	380	21	,	,	PUNCT
ajee-6041	380	22	&	&	CCONJ
ajee-6041	380	23	adewumi	adewumi	PROPN
ajee-6041	380	24	,	,	PUNCT
ajee-6041	380	25	j.	j.	PROPN
ajee-6041	380	26	r.	r.	PROPN
ajee-6041	380	27	(	(	PUNCT
ajee-6041	380	28	2019	2019	NUM
ajee-6041	380	29	)	)	PUNCT
ajee-6041	380	30	.	.	PUNCT
ajee-6041	381	1	water	water	NOUN
ajee-6041	381	2	quality	quality	NOUN
ajee-6041	381	3	challenges	challenge	NOUN
ajee-6041	381	4	in	in	ADP
ajee-6041	381	5	sub	sub	ADJ
ajee-6041	381	6	-	-	ADJ
ajee-6041	381	7	saharan	saharan	ADJ
ajee-6041	381	8	africa	africa	PROPN
ajee-6041	381	9	:	:	PUNCT
ajee-6041	381	10	a	a	DET
ajee-6041	381	11	review	review	NOUN
ajee-6041	381	12	.	.	PUNCT
ajee-6041	382	1	african	african	ADJ
ajee-6041	382	2	journal	journal	PROPN
ajee-6041	382	3	of	of	ADP
ajee-6041	382	4	environmental	environmental	ADJ
ajee-6041	382	5	science	science	NOUN
ajee-6041	382	6	and	and	CCONJ
ajee-6041	382	7	technology	technology	NOUN
ajee-6041	382	8	,	,	PUNCT
ajee-6041	382	9	13(9	13(9	NUM
ajee-6041	382	10	)	)	PUNCT
ajee-6041	382	11	,	,	PUNCT
ajee-6041	382	12	331–341	331–341	NUM
ajee-6041	382	13	.	.	PUNCT
ajee-6041	383	1	https://doi.org/10.5897/	https://doi.org/10.5897/	PROPN
ajee-6041	383	2	ajest2019.2665	ajest2019.2665	ADV
ajee-6041	383	3	ayoade	ayoade	NOUN
ajee-6041	383	4	,	,	PUNCT
ajee-6041	383	5	a.	a.	NOUN
ajee-6041	383	6	a.	a.	PROPN
ajee-6041	383	7	,	,	PUNCT
ajee-6041	383	8	osuala	osuala	PROPN
ajee-6041	383	9	,	,	PUNCT
ajee-6041	383	10	b.	b.	PROPN
ajee-6041	383	11	o.	o.	PROPN
ajee-6041	383	12	,	,	PUNCT
ajee-6041	383	13	&	&	CCONJ
ajee-6041	383	14	popoola	popoola	PROPN
ajee-6041	383	15	,	,	PUNCT
ajee-6041	383	16	o.	o.	PROPN
ajee-6041	383	17	m.	m.	NOUN
ajee-6041	383	18	(	(	PUNCT
ajee-6041	383	19	2019	2019	NUM
ajee-6041	383	20	)	)	PUNCT
ajee-6041	383	21	.	.	PUNCT
ajee-6041	384	1	physico	physico	NOUN
ajee-6041	384	2	-	-	PUNCT
ajee-6041	384	3	chemical	chemical	NOUN
ajee-6041	384	4	parameters	parameter	NOUN
ajee-6041	384	5	,	,	PUNCT
ajee-6041	384	6	chlorophyll	chlorophyll	VERB
ajee-6041	384	7	a	a	DET
ajee-6041	384	8	and	and	CCONJ
ajee-6041	384	9	phytoplankton	phytoplankton	NOUN
ajee-6041	384	10	community	community	NOUN
ajee-6041	384	11	as	as	ADP
ajee-6041	384	12	trophic	trophic	ADJ
ajee-6041	384	13	state	state	NOUN
ajee-6041	384	14	indices	index	NOUN
ajee-6041	384	15	of	of	ADP
ajee-6041	384	16	two	two	NUM
ajee-6041	384	17	tropical	tropical	ADJ
ajee-6041	384	18	lakes	lake	NOUN
ajee-6041	384	19	,	,	PUNCT
ajee-6041	384	20	southwestern	southwestern	PROPN
ajee-6041	384	21	nigeria	nigeria	PROPN
ajee-6041	384	22	.	.	PUNCT
ajee-6041	385	1	eurasian	eurasian	ADJ
ajee-6041	385	2	journal	journal	PROPN
ajee-6041	385	3	of	of	ADP
ajee-6041	385	4	biosciences	bioscience	NOUN
ajee-6041	385	5	,	,	PUNCT
ajee-6041	385	6	13(2	13(2	PROPN
ajee-6041	385	7	)	)	PUNCT
ajee-6041	385	8	,	,	PUNCT
ajee-6041	385	9	1563–1573	1563–1573	NUM
ajee-6041	385	10	bwala	bwala	NOUN
ajee-6041	385	11	,	,	PUNCT
ajee-6041	385	12	j.	j.	PROPN
ajee-6041	385	13	m.	m.	PROPN
ajee-6041	385	14	,	,	PUNCT
ajee-6041	385	15	amadi	amadi	NOUN
ajee-6041	385	16	,	,	PUNCT
ajee-6041	385	17	a.	a.	NOUN
ajee-6041	385	18	n.	n.	NOUN
ajee-6041	385	19	,	,	PUNCT
ajee-6041	385	20	iwuala	iwuala	NOUN
ajee-6041	385	21	,	,	PUNCT
ajee-6041	385	22	c.	c.	PROPN
ajee-6041	385	23	c.	c.	PROPN
ajee-6041	385	24	,	,	PUNCT
ajee-6041	385	25	&	&	CCONJ
ajee-6041	385	26	enebel	enebel	PROPN
ajee-6041	385	27	,	,	PUNCT
ajee-6041	385	28	u.	u.	PROPN
ajee-6041	385	29	u.	u.	PROPN
ajee-6041	385	30	(	(	PUNCT
ajee-6041	385	31	2025	2025	NUM
ajee-6041	385	32	)	)	PUNCT
ajee-6041	385	33	.	.	PUNCT
ajee-6041	386	1	assessment	assessment	NOUN
ajee-6041	386	2	of	of	ADP
ajee-6041	386	3	common	common	ADJ
ajee-6041	386	4	ambient	ambient	ADJ
ajee-6041	386	5	air	air	NOUN
ajee-6041	386	6	pollutants	pollutant	NOUN
ajee-6041	386	7	and	and	CCONJ
ajee-6041	386	8	respiratory	respiratory	ADJ
ajee-6041	386	9	health	health	NOUN
ajee-6041	386	10	outcomes	outcome	NOUN
ajee-6041	386	11	among	among	ADP
ajee-6041	386	12	road	road	NOUN
ajee-6041	386	13	construction	construction	NOUN
ajee-6041	386	14	workers	worker	NOUN
ajee-6041	386	15	in	in	ADP
ajee-6041	386	16	imo	imo	PROPN
ajee-6041	386	17	state	state	PROPN
ajee-6041	386	18	,	,	PUNCT
ajee-6041	386	19	nigeria	nigeria	PROPN
ajee-6041	386	20	.	.	PUNCT
ajee-6041	387	1	american	american	PROPN
ajee-6041	387	2	journal	journal	PROPN
ajee-6041	387	3	of	of	ADP
ajee-6041	387	4	environment	environment	NOUN
ajee-6041	387	5	and	and	CCONJ
ajee-6041	387	6	climate	climate	NOUN
ajee-6041	387	7	,	,	PUNCT
ajee-6041	387	8	4(3	4(3	NUM
ajee-6041	387	9	)	)	PUNCT
ajee-6041	387	10	.	.	PUNCT
ajee-6041	388	1	https://doi.org/10.54536/ajec.v4i3.5615	https://doi.org/10.54536/ajec.v4i3.5615	NOUN
ajee-6041	388	2	ekwueme	ekwueme	NOUN
ajee-6041	388	3	,	,	PUNCT
ajee-6041	388	4	b.	b.	PROPN
ajee-6041	388	5	n.	n.	PROPN
ajee-6041	388	6	,	,	PUNCT
ajee-6041	388	7	nwankwoala	nwankwoala	PROPN
ajee-6041	388	8	,	,	PUNCT
ajee-6041	388	9	h.	h.	PROPN
ajee-6041	388	10	o.	o.	PROPN
ajee-6041	388	11	,	,	PUNCT
ajee-6041	388	12	&	&	CCONJ
ajee-6041	388	13	akpan	akpan	PROPN
ajee-6041	388	14	,	,	PUNCT
ajee-6041	388	15	u.	u.	PROPN
ajee-6041	388	16	e.	e.	PROPN
ajee-6041	388	17	(	(	PUNCT
ajee-6041	388	18	2018	2018	NUM
ajee-6041	388	19	)	)	PUNCT
ajee-6041	388	20	.	.	PUNCT
ajee-6041	389	1	hydrochemical	hydrochemical	ADJ
ajee-6041	389	2	characterization	characterization	NOUN
ajee-6041	389	3	of	of	ADP
ajee-6041	389	4	surface	surface	NOUN
ajee-6041	389	5	waters	water	NOUN
ajee-6041	389	6	in	in	ADP
ajee-6041	389	7	the	the	DET
ajee-6041	389	8	cross	cross	PROPN
ajee-6041	389	9	river	river	PROPN
ajee-6041	389	10	basin	basin	NOUN
ajee-6041	389	11	,	,	PUNCT
ajee-6041	389	12	southeastern	southeastern	ADJ
ajee-6041	389	13	nigeria	nigeria	PROPN
ajee-6041	389	14	.	.	PUNCT
ajee-6041	390	1	environmental	environmental	ADJ
ajee-6041	390	2	monitoring	monitoring	NOUN
ajee-6041	390	3	and	and	CCONJ
ajee-6041	390	4	assessment	assessment	NOUN
ajee-6041	390	5	,	,	PUNCT
ajee-6041	390	6	190(5	190(5	NUM
ajee-6041	390	7	)	)	PUNCT
ajee-6041	390	8	,	,	PUNCT
ajee-6041	390	9	1–15	1–15	NUM
ajee-6041	390	10	.	.	PUNCT
ajee-6041	390	11	https://doi.org/10.1007/s10661-018-6641-4	https://doi.org/10.1007/s10661-018-6641-4	PRON
ajee-6041	390	12	edokpayi	edokpayi	PROPN
ajee-6041	390	13	,	,	PUNCT
ajee-6041	390	14	j.	j.	PROPN
ajee-6041	390	15	n.	n.	PROPN
ajee-6041	390	16	,	,	PUNCT
ajee-6041	390	17	odiyo	odiyo	PROPN
ajee-6041	390	18	,	,	PUNCT
ajee-6041	390	19	j.	j.	PROPN
ajee-6041	390	20	o.	o.	PROPN
ajee-6041	390	21	,	,	PUNCT
ajee-6041	390	22	popoola	popoola	PROPN
ajee-6041	390	23	,	,	PUNCT
ajee-6041	390	24	e.	e.	PROPN
ajee-6041	390	25	o.	o.	PROPN
ajee-6041	390	26	,	,	PUNCT
ajee-6041	390	27	&	&	CCONJ
ajee-6041	390	28	msagati	msagati	PROPN
ajee-6041	390	29	,	,	PUNCT
ajee-6041	390	30	t.	t.	NOUN
ajee-6041	390	31	a.	a.	NOUN
ajee-6041	390	32	(	(	PUNCT
ajee-6041	390	33	2019	2019	NUM
ajee-6041	390	34	)	)	PUNCT
ajee-6041	390	35	.	.	PUNCT
ajee-6041	391	1	assessment	assessment	NOUN
ajee-6041	391	2	of	of	ADP
ajee-6041	391	3	water	water	NOUN
ajee-6041	391	4	quality	quality	NOUN
ajee-6041	391	5	and	and	CCONJ
ajee-6041	391	6	human	human	ADJ
ajee-6041	391	7	health	health	NOUN
ajee-6041	391	8	risk	risk	NOUN
ajee-6041	391	9	in	in	ADP
ajee-6041	391	10	nigeria	nigeria	PROPN
ajee-6041	391	11	:	:	PUNCT
ajee-6041	391	12	a	a	DET
ajee-6041	391	13	case	case	NOUN
ajee-6041	391	14	study	study	NOUN
ajee-6041	391	15	of	of	ADP
ajee-6041	391	16	rivers	river	NOUN
ajee-6041	391	17	in	in	ADP
ajee-6041	391	18	ekiti	ekiti	PROPN
ajee-6041	391	19	state	state	NOUN
ajee-6041	391	20	.	.	PUNCT
ajee-6041	392	1	environmental	environmental	ADJ
ajee-6041	392	2	monitoring	monitoring	NOUN
ajee-6041	392	3	and	and	CCONJ
ajee-6041	392	4	assessment	assessment	NOUN
ajee-6041	392	5	,	,	PUNCT
ajee-6041	392	6	191(4	191(4	NUM
ajee-6041	392	7	)	)	PUNCT
ajee-6041	392	8	,	,	PUNCT
ajee-6041	392	9	223–238	223–238	NUM
ajee-6041	392	10	.	.	PUNCT
ajee-6041	393	1	https://doi.org/10.1007/s10661-019-7367-y	https://doi.org/10.1007/s10661-019-7367-y	PROPN
ajee-6041	393	2	elhassan	elhassan	ADJ
ajee-6041	393	3	,	,	PUNCT
ajee-6041	393	4	a.	a.	NOUN
ajee-6041	393	5	m.	m.	NOUN
ajee-6041	393	6	,	,	PUNCT
ajee-6041	393	7	ibrahim	ibrahim	PROPN
ajee-6041	393	8	,	,	PUNCT
ajee-6041	393	9	m.	m.	NOUN
ajee-6041	393	10	a.	a.	PROPN
ajee-6041	393	11	,	,	PUNCT
ajee-6041	393	12	&	&	CCONJ
ajee-6041	393	13	abdalla	abdalla	PROPN
ajee-6041	393	14	,	,	PUNCT
ajee-6041	393	15	m.	m.	NOUN
ajee-6041	393	16	a.	a.	NOUN
ajee-6041	393	17	(	(	PUNCT
ajee-6041	393	18	2023	2023	NUM
ajee-6041	393	19	)	)	PUNCT
ajee-6041	393	20	.	.	PUNCT
ajee-6041	394	1	hydrochemistry	hydrochemistry	NOUN
ajee-6041	394	2	and	and	CCONJ
ajee-6041	394	3	water	water	NOUN
ajee-6041	394	4	quality	quality	NOUN
ajee-6041	394	5	assessment	assessment	NOUN
ajee-6041	394	6	of	of	ADP
ajee-6041	394	7	the	the	DET
ajee-6041	394	8	blue	blue	PROPN
ajee-6041	394	9	nile	nile	PROPN
ajee-6041	394	10	river	river	PROPN
ajee-6041	394	11	.	.	PUNCT
ajee-6041	395	1	applied	apply	VERB
ajee-6041	395	2	water	water	NOUN
ajee-6041	395	3	science	science	NOUN
ajee-6041	395	4	,	,	PUNCT
ajee-6041	395	5	13(5	13(5	NUM
ajee-6041	395	6	)	)	PUNCT
ajee-6041	395	7	,	,	PUNCT
ajee-6041	395	8	1–14	1–14	PROPN
ajee-6041	395	9	.	.	PUNCT
ajee-6041	396	1	https://doi.org/10.1007/s13201-023-01822-7	https://doi.org/10.1007/s13201-023-01822-7	PROPN
ajee-6041	396	2	erah	erah	PROPN
ajee-6041	396	3	,	,	PUNCT
ajee-6041	396	4	p.	p.	PROPN
ajee-6041	396	5	o.	o.	PROPN
ajee-6041	396	6	,	,	PUNCT
ajee-6041	396	7	akujieze	akujieze	PROPN
ajee-6041	396	8	,	,	PUNCT
ajee-6041	396	9	c.	c.	PROPN
ajee-6041	396	10	n.	n.	PROPN
ajee-6041	396	11	,	,	PUNCT
ajee-6041	396	12	&	&	CCONJ
ajee-6041	396	13	oteze	oteze	ADJ
ajee-6041	396	14	,	,	PUNCT
ajee-6041	396	15	g.	g.	PROPN
ajee-6041	396	16	e.	e.	PROPN
ajee-6041	396	17	(	(	PUNCT
ajee-6041	396	18	2019	2019	NUM
ajee-6041	396	19	)	)	PUNCT
ajee-6041	396	20	.	.	PUNCT
ajee-6041	397	1	surface	surface	NOUN
ajee-6041	397	2	water	water	NOUN
ajee-6041	397	3	quality	quality	NOUN
ajee-6041	397	4	assessment	assessment	NOUN
ajee-6041	397	5	of	of	ADP
ajee-6041	397	6	ossiomo	ossiomo	PROPN
ajee-6041	397	7	river	river	NOUN
ajee-6041	397	8	,	,	PUNCT
ajee-6041	397	9	southern	southern	PROPN
ajee-6041	397	10	nigeria	nigeria	PROPN
ajee-6041	397	11	.	.	PUNCT
ajee-6041	398	1	african	african	ADJ
ajee-6041	398	2	journal	journal	PROPN
ajee-6041	398	3	of	of	ADP
ajee-6041	398	4	environmental	environmental	ADJ
ajee-6041	398	5	science	science	NOUN
ajee-6041	398	6	and	and	CCONJ
ajee-6041	398	7	technology	technology	NOUN
ajee-6041	398	8	,	,	PUNCT
ajee-6041	398	9	13(6	13(6	PROPN
ajee-6041	398	10	)	)	PUNCT
ajee-6041	398	11	,	,	PUNCT
ajee-6041	398	12	214–223	214–223	NUM
ajee-6041	398	13	.	.	PUNCT
ajee-6041	399	1	https://doi.org/10.5897/	https://doi.org/10.5897/	PROPN
ajee-6041	399	2	ajest2018.2585	ajest2018.2585	VERB
ajee-6041	399	3	ezekiel	ezekiel	PROPN
ajee-6041	399	4	,	,	PUNCT
ajee-6041	399	5	e.	e.	PROPN
ajee-6041	399	6	n.	n.	PROPN
ajee-6041	399	7	,	,	PUNCT
ajee-6041	399	8	ogbuagu	ogbuagu	PROPN
ajee-6041	399	9	,	,	PUNCT
ajee-6041	399	10	d.	d.	PROPN
ajee-6041	399	11	h.	h.	PROPN
ajee-6041	399	12	,	,	PUNCT
ajee-6041	399	13	&	&	CCONJ
ajee-6041	399	14	nwankwo	nwankwo	PROPN
ajee-6041	399	15	,	,	PUNCT
ajee-6041	399	16	c.	c.	PROPN
ajee-6041	399	17	(	(	PUNCT
ajee-6041	399	18	2019	2019	NUM
ajee-6041	399	19	)	)	PUNCT
ajee-6041	399	20	.	.	PUNCT
ajee-6041	400	1	seasonal	seasonal	ADJ
ajee-6041	400	2	variation	variation	NOUN
ajee-6041	400	3	of	of	ADP
ajee-6041	400	4	water	water	NOUN
ajee-6041	400	5	quality	quality	NOUN
ajee-6041	400	6	parameters	parameter	NOUN
ajee-6041	400	7	in	in	ADP
ajee-6041	400	8	imo	imo	PROPN
ajee-6041	400	9	river	river	PROPN
ajee-6041	400	10	,	,	PUNCT
ajee-6041	400	11	nigeria	nigeria	PROPN
ajee-6041	400	12	.	.	PUNCT
ajee-6041	401	1	applied	apply	VERB
ajee-6041	401	2	water	water	NOUN
ajee-6041	401	3	science	science	NOUN
ajee-6041	401	4	,	,	PUNCT
ajee-6041	401	5	9(4	9(4	NUM
ajee-6041	401	6	)	)	PUNCT
ajee-6041	401	7	,	,	PUNCT
ajee-6041	401	8	1–13	1–13	NOUN
ajee-6041	401	9	.	.	PUNCT
ajee-6041	401	10	https://doi.org/10.1007/s13201-019-0940-7	https://doi.org/10.1007/s13201-019-0940-7	NUM
ajee-6041	401	11	gichuki	gichuki	NOUN
ajee-6041	401	12	,	,	PUNCT
ajee-6041	401	13	s.	s.	PROPN
ajee-6041	401	14	,	,	PUNCT
ajee-6041	401	15	kipkorir	kipkorir	NOUN
ajee-6041	401	16	,	,	PUNCT
ajee-6041	401	17	e.	e.	PROPN
ajee-6041	401	18	,	,	PUNCT
ajee-6041	401	19	&	&	CCONJ
ajee-6041	401	20	cheruiyot	cheruiyot	PROPN
ajee-6041	401	21	,	,	PUNCT
ajee-6041	401	22	c.	c.	PROPN
ajee-6041	401	23	(	(	PUNCT
ajee-6041	401	24	2023	2023	NUM
ajee-6041	401	25	)	)	PUNCT
ajee-6041	401	26	.	.	PUNCT
ajee-6041	402	1	seasonal	seasonal	ADJ
ajee-6041	402	2	dynamics	dynamic	NOUN
ajee-6041	402	3	of	of	ADP
ajee-6041	402	4	nutrients	nutrient	NOUN
ajee-6041	402	5	and	and	CCONJ
ajee-6041	402	6	sediment	sediment	NOUN
ajee-6041	402	7	in	in	ADP
ajee-6041	402	8	east	east	ADJ
ajee-6041	402	9	african	african	ADJ
ajee-6041	402	10	rivers	river	NOUN
ajee-6041	402	11	.	.	PUNCT
ajee-6041	403	1	ecohydrology	ecohydrology	PROPN
ajee-6041	403	2	&	&	CCONJ
ajee-6041	403	3	hydrobiology	hydrobiology	PROPN
ajee-6041	403	4	,	,	PUNCT
ajee-6041	403	5	23(2	23(2	NOUN
ajee-6041	403	6	)	)	PUNCT
ajee-6041	403	7	,	,	PUNCT
ajee-6041	403	8	213–225	213–225	NUM
ajee-6041	403	9	.	.	PUNCT
ajee-6041	404	1	https://doi.org/10.1016/j.ecohyd.2023.01.005	https://doi.org/10.1016/j.ecohyd.2023.01.005	PROPN
ajee-6041	404	2	gizaw	gizaw	NOUN
ajee-6041	404	3	,	,	PUNCT
ajee-6041	404	4	m.	m.	NOUN
ajee-6041	404	5	,	,	PUNCT
ajee-6041	404	6	yidana	yidana	PROPN
ajee-6041	404	7	,	,	PUNCT
ajee-6041	404	8	s.	s.	PROPN
ajee-6041	404	9	m.	m.	PROPN
ajee-6041	404	10	,	,	PUNCT
ajee-6041	404	11	&	&	CCONJ
ajee-6041	404	12	nketia	nketia	PROPN
ajee-6041	404	13	,	,	PUNCT
ajee-6041	404	14	k.	k.	PROPN
ajee-6041	404	15	a.	a.	PROPN
ajee-6041	404	16	(	(	PUNCT
ajee-6041	404	17	2019	2019	NUM
ajee-6041	404	18	)	)	PUNCT
ajee-6041	404	19	.	.	PUNCT
ajee-6041	405	1	hydrochemical	hydrochemical	ADJ
ajee-6041	405	2	evolution	evolution	NOUN
ajee-6041	405	3	and	and	CCONJ
ajee-6041	405	4	water	water	NOUN
ajee-6041	405	5	quality	quality	NOUN
ajee-6041	405	6	assessment	assessment	NOUN
ajee-6041	405	7	of	of	ADP
ajee-6041	405	8	ethiopian	ethiopian	ADJ
ajee-6041	405	9	rift	rift	PROPN
ajee-6041	405	10	valley	valley	NOUN
ajee-6041	405	11	lakes	lake	NOUN
ajee-6041	405	12	.	.	PUNCT
ajee-6041	406	1	environmental	environmental	ADJ
ajee-6041	406	2	monitoring	monitoring	NOUN
ajee-6041	406	3	and	and	CCONJ
ajee-6041	406	4	assessment	assessment	NOUN
ajee-6041	406	5	,	,	PUNCT
ajee-6041	406	6	191(9	191(9	NUM
ajee-6041	406	7	)	)	PUNCT
ajee-6041	406	8	,	,	PUNCT
ajee-6041	406	9	575–590	575–590	NUM
ajee-6041	406	10	.	.	PUNCT
ajee-6041	407	1	https://	https://	PROPN
ajee-6041	407	2	doi.org/10.1007/s10661-019-7724-8	doi.org/10.1007/s10661-019-7724-8	PROPN
ajee-6041	407	3	gupta	gupta	PROPN
ajee-6041	407	4	,	,	PUNCT
ajee-6041	407	5	s.	s.	PROPN
ajee-6041	407	6	,	,	PUNCT
ajee-6041	407	7	singh	singh	PROPN
ajee-6041	407	8	,	,	PUNCT
ajee-6041	407	9	a.	a.	PROPN
ajee-6041	407	10	,	,	PUNCT
ajee-6041	407	11	&	&	CCONJ
ajee-6041	407	12	kumar	kumar	PROPN
ajee-6041	407	13	,	,	PUNCT
ajee-6041	407	14	p.	p.	NOUN
ajee-6041	407	15	(	(	PUNCT
ajee-6041	407	16	2022	2022	NUM
ajee-6041	407	17	)	)	PUNCT
ajee-6041	407	18	.	.	PUNCT
ajee-6041	408	1	water	water	NOUN
ajee-6041	408	2	quality	quality	NOUN
ajee-6041	408	3	and	and	CCONJ
ajee-6041	408	4	pollution	pollution	NOUN
ajee-6041	408	5	load	load	NOUN
ajee-6041	408	6	assessment	assessment	NOUN
ajee-6041	408	7	in	in	ADP
ajee-6041	408	8	indian	indian	ADJ
ajee-6041	408	9	rivers	river	NOUN
ajee-6041	408	10	.	.	PUNCT
ajee-6041	409	1	environmental	environmental	ADJ
ajee-6041	409	2	science	science	NOUN
ajee-6041	409	3	and	and	CCONJ
ajee-6041	409	4	pollution	pollution	NOUN
ajee-6041	409	5	research	research	NOUN
ajee-6041	409	6	,	,	PUNCT
ajee-6041	409	7	29(14	29(14	NOUN
ajee-6041	409	8	)	)	PUNCT
ajee-6041	409	9	,	,	PUNCT
ajee-6041	409	10	21045–21058	21045–21058	NUM
ajee-6041	409	11	.	.	PUNCT
ajee-6041	410	1	https://doi.org/10.1007/s11356-021-17192-y	https://doi.org/10.1007/s11356-021-17192-y	PROPN
ajee-6041	410	2	ibrahim	ibrahim	PROPN
ajee-6041	410	3	,	,	PUNCT
ajee-6041	410	4	a.	a.	NOUN
ajee-6041	410	5	t.	t.	PROPN
ajee-6041	410	6	,	,	PUNCT
ajee-6041	410	7	oladipo	oladipo	PROPN
ajee-6041	410	8	,	,	PUNCT
ajee-6041	410	9	e.	e.	PROPN
ajee-6041	410	10	o.	o.	PROPN
ajee-6041	410	11	,	,	PUNCT
ajee-6041	410	12	&	&	CCONJ
ajee-6041	410	13	adebayo	adebayo	PROPN
ajee-6041	410	14	,	,	PUNCT
ajee-6041	410	15	a.	a.	NOUN
ajee-6041	410	16	a.	a.	NOUN
ajee-6041	410	17	(	(	PUNCT
ajee-6041	410	18	2021	2021	NUM
ajee-6041	410	19	)	)	PUNCT
ajee-6041	410	20	.	.	PUNCT
ajee-6041	411	1	hydrochemical	hydrochemical	ADJ
ajee-6041	411	2	characterization	characterization	NOUN
ajee-6041	411	3	of	of	ADP
ajee-6041	411	4	oshun	oshun	NOUN
ajee-6041	411	5	river	river	NOUN
ajee-6041	411	6	basin	basin	NOUN
ajee-6041	411	7	,	,	PUNCT
ajee-6041	411	8	nigeria	nigeria	PROPN
ajee-6041	411	9	.	.	PUNCT
ajee-6041	412	1	applied	apply	VERB
ajee-6041	412	2	water	water	NOUN
ajee-6041	412	3	science	science	NOUN
ajee-6041	412	4	,	,	PUNCT
ajee-6041	412	5	11(12	11(12	NUM
ajee-6041	412	6	)	)	PUNCT
ajee-6041	412	7	,	,	PUNCT
ajee-6041	412	8	1–12	1–12	PROPN
ajee-6041	412	9	.	.	PUNCT
ajee-6041	413	1	https://doi.org/10.1007/s13201-021-01520-1	https://doi.org/10.1007/s13201-021-01520-1	PROPN
ajee-6041	413	2	ighalo	ighalo	PROPN
ajee-6041	413	3	,	,	PUNCT
ajee-6041	413	4	j.	j.	PROPN
ajee-6041	413	5	o.	o.	PROPN
ajee-6041	413	6	,	,	PUNCT
ajee-6041	413	7	&	&	CCONJ
ajee-6041	413	8	adeniyi	adeniyi	ADV
ajee-6041	413	9	,	,	PUNCT
ajee-6041	413	10	a.	a.	NOUN
ajee-6041	413	11	g.	g.	PROPN
ajee-6041	413	12	(	(	PUNCT
ajee-6041	413	13	2020	2020	NUM
ajee-6041	413	14	)	)	PUNCT
ajee-6041	413	15	.	.	PUNCT
ajee-6041	414	1	a	a	DET
ajee-6041	414	2	review	review	NOUN
ajee-6041	414	3	of	of	ADP
ajee-6041	414	4	treatment	treatment	NOUN
ajee-6041	414	5	technologies	technology	NOUN
ajee-6041	414	6	for	for	ADP
ajee-6041	414	7	the	the	DET
ajee-6041	414	8	removal	removal	NOUN
ajee-6041	414	9	of	of	ADP
ajee-6041	414	10	phosphate	phosphate	NOUN
ajee-6041	414	11	from	from	ADP
ajee-6041	414	12	water	water	NOUN
ajee-6041	414	13	.	.	PUNCT
ajee-6041	415	1	journal	journal	PROPN
ajee-6041	415	2	of	of	ADP
ajee-6041	415	3	environmental	environmental	ADJ
ajee-6041	415	4	chemical	chemical	PROPN
ajee-6041	415	5	engineering	engineering	NOUN
ajee-6041	415	6	,	,	PUNCT
ajee-6041	415	7	8(5	8(5	NUM
ajee-6041	415	8	)	)	PUNCT
ajee-6041	415	9	,	,	PUNCT
ajee-6041	415	10	104–106	104–106	NUM
ajee-6041	415	11	.	.	PUNCT
ajee-6041	416	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajee-6041	416	2	.	.	PUNCT
ajee-6041	417	1	jece.2020.104106	jece.2020.104106	PROPN
ajee-6041	417	2	khan	khan	PROPN
ajee-6041	417	3	,	,	PUNCT
ajee-6041	417	4	i.	i.	PROPN
ajee-6041	417	5	,	,	PUNCT
ajee-6041	417	6	yaseen	yaseen	PROPN
ajee-6041	417	7	,	,	PUNCT
ajee-6041	417	8	z.	z.	PROPN
ajee-6041	417	9	m.	m.	PROPN
ajee-6041	417	10	,	,	PUNCT
ajee-6041	417	11	&	&	CCONJ
ajee-6041	417	12	shahid	shahid	PROPN
ajee-6041	417	13	,	,	PUNCT
ajee-6041	417	14	s.	s.	PROPN
ajee-6041	417	15	(	(	PUNCT
ajee-6041	417	16	2023	2023	NUM
ajee-6041	417	17	)	)	PUNCT
ajee-6041	417	18	.	.	PUNCT
ajee-6041	418	1	predictive	predictive	ADJ
ajee-6041	418	2	modelling	modelling	NOUN
ajee-6041	418	3	of	of	ADP
ajee-6041	418	4	water	water	NOUN
ajee-6041	418	5	quality	quality	NOUN
ajee-6041	418	6	using	use	VERB
ajee-6041	418	7	machine	machine	NOUN
ajee-6041	418	8	learning	learning	NOUN
ajee-6041	418	9	:	:	PUNCT
ajee-6041	418	10	a	a	DET
ajee-6041	418	11	global	global	ADJ
ajee-6041	418	12	review	review	NOUN
ajee-6041	418	13	.	.	PUNCT
ajee-6041	419	1	environmental	environmental	ADJ
ajee-6041	419	2	research	research	NOUN
ajee-6041	419	3	,	,	PUNCT
ajee-6041	419	4	220	220	NUM
ajee-6041	419	5	,	,	PUNCT
ajee-6041	419	6	115151	115151	NUM
ajee-6041	419	7	.	.	PUNCT
ajee-6041	420	1	https://doi.org/10.1016/j.envres.2022.115151	https://doi.org/10.1016/j.envres.2022.115151	PROPN
ajee-6041	420	2	khatri	khatri	PROPN
ajee-6041	420	3	,	,	PUNCT
ajee-6041	420	4	n.	n.	PROPN
ajee-6041	420	5	,	,	PUNCT
ajee-6041	420	6	&	&	CCONJ
ajee-6041	420	7	tyagi	tyagi	PROPN
ajee-6041	420	8	,	,	PUNCT
ajee-6041	420	9	s.	s.	PROPN
ajee-6041	420	10	(	(	PUNCT
ajee-6041	420	11	2015	2015	NUM
ajee-6041	420	12	)	)	PUNCT
ajee-6041	420	13	.	.	PUNCT
ajee-6041	421	1	influences	influence	NOUN
ajee-6041	421	2	of	of	ADP
ajee-6041	421	3	natural	natural	ADJ
ajee-6041	421	4	and	and	CCONJ
ajee-6041	421	5	anthropogenic	anthropogenic	ADJ
ajee-6041	421	6	factors	factor	NOUN
ajee-6041	421	7	on	on	ADP
ajee-6041	421	8	surface	surface	NOUN
ajee-6041	421	9	and	and	CCONJ
ajee-6041	421	10	groundwater	groundwater	NOUN
ajee-6041	421	11	quality	quality	NOUN
ajee-6041	421	12	.	.	PUNCT
ajee-6041	422	1	frontiers	frontier	NOUN
ajee-6041	422	2	in	in	ADP
ajee-6041	422	3	life	life	NOUN
ajee-6041	422	4	science	science	NOUN
ajee-6041	422	5	,	,	PUNCT
ajee-6041	422	6	8(1	8(1	NOUN
ajee-6041	422	7	)	)	PUNCT
ajee-6041	422	8	,	,	PUNCT
ajee-6041	422	9	23–39	23–39	NUM
ajee-6041	422	10	.	.	PUNCT
ajee-6041	423	1	https://	https://	PROPN
ajee-6041	423	2	doi.org/10.1080/21553769.2014.933716	doi.org/10.1080/21553769.2014.933716	NOUN
ajee-6041	423	3	mureithi	mureithi	NOUN
ajee-6041	423	4	,	,	PUNCT
ajee-6041	423	5	s.	s.	PROPN
ajee-6041	423	6	m.	m.	PROPN
ajee-6041	423	7	,	,	PUNCT
ajee-6041	423	8	githinji	githinji	NOUN
ajee-6041	423	9	,	,	PUNCT
ajee-6041	423	10	m.	m.	NOUN
ajee-6041	423	11	m.	m.	NOUN
ajee-6041	423	12	,	,	PUNCT
ajee-6041	423	13	&	&	CCONJ
ajee-6041	423	14	njuguna	njuguna	PROPN
ajee-6041	423	15	,	,	PUNCT
ajee-6041	423	16	s.	s.	PROPN
ajee-6041	423	17	m.	m.	PROPN
ajee-6041	423	18	(	(	PUNCT
ajee-6041	423	19	2021	2021	NUM
ajee-6041	423	20	)	)	PUNCT
ajee-6041	423	21	.	.	PUNCT
ajee-6041	424	1	water	water	NOUN
ajee-6041	424	2	quality	quality	NOUN
ajee-6041	424	3	dynamics	dynamic	NOUN
ajee-6041	424	4	in	in	ADP
ajee-6041	424	5	kenyan	kenyan	ADJ
ajee-6041	424	6	rivers	river	NOUN
ajee-6041	424	7	:	:	PUNCT
ajee-6041	424	8	seasonal	seasonal	ADJ
ajee-6041	424	9	variability	variability	NOUN
ajee-6041	424	10	and	and	CCONJ
ajee-6041	424	11	pollution	pollution	NOUN
ajee-6041	424	12	sources	source	NOUN
ajee-6041	424	13	.	.	PUNCT
ajee-6041	425	1	environmental	environmental	ADJ
ajee-6041	425	2	monitoring	monitoring	NOUN
ajee-6041	425	3	and	and	CCONJ
ajee-6041	425	4	assessment	assessment	NOUN
ajee-6041	425	5	,	,	PUNCT
ajee-6041	425	6	193(11	193(11	NUM
ajee-6041	425	7	)	)	PUNCT
ajee-6041	425	8	,	,	PUNCT
ajee-6041	425	9	723–734	723–734	NUM
ajee-6041	425	10	.	.	PUNCT
ajee-6041	426	1	https://	https://	PROPN
ajee-6041	426	2	doi.org/10.1007/s10661-021-09517-w	doi.org/10.1007/s10661-021-09517-w	NUM
ajee-6041	426	3	nsdwq	nsdwq	PROPN
ajee-6041	426	4	.	.	PUNCT
ajee-6041	427	1	(	(	PUNCT
ajee-6041	427	2	2007	2007	NUM
ajee-6041	427	3	)	)	PUNCT
ajee-6041	427	4	.	.	PUNCT
ajee-6041	428	1	nigerian	nigerian	PROPN
ajee-6041	428	2	standard	standard	NOUN
ajee-6041	428	3	for	for	ADP
ajee-6041	428	4	drinking	drink	VERB
ajee-6041	428	5	water	water	NOUN
ajee-6041	428	6	quality	quality	NOUN
ajee-6041	428	7	.	.	PUNCT
ajee-6041	429	1	abuja	abuja	PROPN
ajee-6041	429	2	:	:	PUNCT
ajee-6041	429	3	nigerian	nigerian	PROPN
ajee-6041	429	4	industrial	industrial	PROPN
ajee-6041	429	5	standard	standard	PROPN
ajee-6041	429	6	,	,	PUNCT
ajee-6041	429	7	nis	nis	PROPN
ajee-6041	429	8	554:2007	554:2007	PROPN
ajee-6041	429	9	.	.	PUNCT
ajee-6041	430	1	ogunfowokan	ogunfowokan	PROPN
ajee-6041	430	2	,	,	PUNCT
ajee-6041	430	3	a.	a.	NOUN
ajee-6041	430	4	o.	o.	PROPN
ajee-6041	430	5	,	,	PUNCT
ajee-6041	430	6	okoye	okoye	PROPN
ajee-6041	430	7	,	,	PUNCT
ajee-6041	430	8	c.	c.	PROPN
ajee-6041	430	9	o.	o.	PROPN
ajee-6041	430	10	,	,	PUNCT
ajee-6041	430	11	&	&	CCONJ
ajee-6041	430	12	akinola	akinola	PROPN
ajee-6041	430	13	,	,	PUNCT
ajee-6041	430	14	m.	m.	NOUN
ajee-6041	430	15	o.	o.	PROPN
ajee-6041	430	16	(	(	PUNCT
ajee-6041	430	17	2018	2018	NUM
ajee-6041	430	18	)	)	PUNCT
ajee-6041	430	19	.	.	PUNCT
ajee-6041	431	1	impact	impact	NOUN
ajee-6041	431	2	of	of	ADP
ajee-6041	431	3	land	land	NOUN
ajee-6041	431	4	use	use	NOUN
ajee-6041	431	5	on	on	ADP
ajee-6041	431	6	surface	surface	NOUN
ajee-6041	431	7	water	water	NOUN
ajee-6041	431	8	quality	quality	NOUN
ajee-6041	431	9	in	in	ADP
ajee-6041	431	10	ogun	ogun	PROPN
ajee-6041	431	11	river	river	PROPN
ajee-6041	431	12	basin	basin	PROPN
ajee-6041	431	13	,	,	PUNCT
ajee-6041	431	14	nigeria	nigeria	PROPN
ajee-6041	431	15	.	.	PUNCT
ajee-6041	432	1	environmental	environmental	ADJ
ajee-6041	432	2	monitoring	monitoring	NOUN
ajee-6041	432	3	and	and	CCONJ
ajee-6041	432	4	assessment	assessment	NOUN
ajee-6041	432	5	,	,	PUNCT
ajee-6041	432	6	190(3	190(3	NUM
ajee-6041	432	7	)	)	PUNCT
ajee-6041	432	8	,	,	PUNCT
ajee-6041	432	9	1–13	1–13	NOUN
ajee-6041	432	10	.	.	PUNCT
ajee-6041	433	1	https://doi	https://doi	NOUN
ajee-6041	433	2	.	.	PUNCT
ajee-6041	433	3	org/10.1007	org/10.1007	PROPN
ajee-6041	433	4	/	/	SYM
ajee-6041	433	5	s10661	s10661	PROPN
ajee-6041	433	6	-	-	PUNCT
ajee-6041	433	7	018	018	NUM
ajee-6041	433	8	-	-	PUNCT
ajee-6041	433	9	6484	6484	NUM
ajee-6041	433	10	-	-	SYM
ajee-6041	433	11	z	z	NOUN
ajee-6041	433	12	ojekunle	ojekunle	NOUN
ajee-6041	433	13	,	,	PUNCT
ajee-6041	433	14	z.	z.	PROPN
ajee-6041	433	15	o.	o.	PROPN
ajee-6041	433	16	,	,	PUNCT
ajee-6041	433	17	taiwo	taiwo	PROPN
ajee-6041	433	18	,	,	PUNCT
ajee-6041	433	19	a.	a.	NOUN
ajee-6041	433	20	m.	m.	NOUN
ajee-6041	433	21	,	,	PUNCT
ajee-6041	433	22	&	&	CCONJ
ajee-6041	433	23	sangowusi	sangowusi	PROPN
ajee-6041	433	24	,	,	PUNCT
ajee-6041	433	25	o.	o.	PROPN
ajee-6041	433	26	r.	r.	PROPN
ajee-6041	433	27	(	(	PUNCT
ajee-6041	433	28	2021	2021	NUM
ajee-6041	433	29	)	)	PUNCT
ajee-6041	433	30	.	.	PUNCT
ajee-6041	434	1	assessment	assessment	NOUN
ajee-6041	434	2	of	of	ADP
ajee-6041	434	3	water	water	NOUN
ajee-6041	434	4	quality	quality	NOUN
ajee-6041	434	5	along	along	ADP
ajee-6041	434	6	river	river	NOUN
ajee-6041	434	7	benue	benue	VERB
ajee-6041	434	8	,	,	PUNCT
ajee-6041	434	9	nigeria	nigeria	PROPN
ajee-6041	434	10	.	.	PUNCT
ajee-6041	435	1	applied	apply	VERB
ajee-6041	435	2	water	water	NOUN
ajee-6041	435	3	science	science	NOUN
ajee-6041	435	4	,	,	PUNCT
ajee-6041	435	5	11(5	11(5	NUM
ajee-6041	435	6	)	)	PUNCT
ajee-6041	435	7	,	,	PUNCT
ajee-6041	435	8	1–12	1–12	NOUN
ajee-6041	435	9	.	.	PUNCT
ajee-6041	436	1	https://doi	https://doi	PROPN
ajee-6041	436	2	.	.	PUNCT
ajee-6041	436	3	org/10.1007	org/10.1007	PROPN
ajee-6041	436	4	/	/	SYM
ajee-6041	436	5	s13201	s13201	NOUN
ajee-6041	436	6	-	-	PUNCT
ajee-6041	436	7	021	021	NUM
ajee-6041	436	8	-	-	PUNCT
ajee-6041	436	9	01466	01466	NUM
ajee-6041	436	10	-	-	SYM
ajee-6041	436	11	4	4	NUM
ajee-6041	436	12	okafor	okafor	PROPN
ajee-6041	436	13	,	,	PUNCT
ajee-6041	436	14	j.	j.	PROPN
ajee-6041	436	15	o.	o.	PROPN
ajee-6041	436	16	,	,	PUNCT
ajee-6041	436	17	chukwu	chukwu	NOUN
ajee-6041	436	18	,	,	PUNCT
ajee-6041	436	19	a.	a.	PROPN
ajee-6041	436	20	c.	c.	PROPN
ajee-6041	436	21	,	,	PUNCT
ajee-6041	436	22	&	&	CCONJ
ajee-6041	436	23	eze	eze	PROPN
ajee-6041	436	24	,	,	PUNCT
ajee-6041	436	25	c.	c.	PROPN
ajee-6041	436	26	n.	n.	PROPN
ajee-6041	436	27	(	(	PUNCT
ajee-6041	436	28	2018	2018	NUM
ajee-6041	436	29	)	)	PUNCT
ajee-6041	436	30	.	.	PUNCT
ajee-6041	437	1	seasonal	seasonal	ADJ
ajee-6041	437	2	variation	variation	NOUN
ajee-6041	437	3	in	in	ADP
ajee-6041	437	4	the	the	DET
ajee-6041	437	5	water	water	NOUN
ajee-6041	437	6	quality	quality	NOUN
ajee-6041	437	7	of	of	ADP
ajee-6041	437	8	river	river	NOUN
ajee-6041	437	9	benue	benue	VERB
ajee-6041	437	10	,	,	PUNCT
ajee-6041	437	11	nigeria	nigeria	PROPN
ajee-6041	437	12	.	.	PUNCT
ajee-6041	438	1	african	african	ADJ
ajee-6041	438	2	journal	journal	PROPN
ajee-6041	438	3	of	of	ADP
ajee-6041	438	4	environmental	environmental	ADJ
ajee-6041	438	5	science	science	NOUN
ajee-6041	438	6	and	and	CCONJ
ajee-6041	438	7	technology	technology	NOUN
ajee-6041	438	8	,	,	PUNCT
ajee-6041	438	9	12(9	12(9	NUM
ajee-6041	438	10	)	)	PUNCT
ajee-6041	438	11	,	,	PUNCT
ajee-6041	438	12	329–339	329–339	NUM
ajee-6041	438	13	.	.	PUNCT
ajee-6041	439	1	https://doi.org/10.5897/	https://doi.org/10.5897/	PROPN
ajee-6041	439	2	ajest2018.2571	ajest2018.2571	PROPN
ajee-6041	439	3	okoye	okoye	PROPN
ajee-6041	439	4	,	,	PUNCT
ajee-6041	439	5	c.	c.	PROPN
ajee-6041	439	6	o.	o.	PROPN
ajee-6041	439	7	,	,	PUNCT
ajee-6041	439	8	olayemi	olayemi	PROPN
ajee-6041	439	9	,	,	PUNCT
ajee-6041	439	10	i.	i.	PROPN
ajee-6041	439	11	k.	k.	PROPN
ajee-6041	439	12	,	,	PUNCT
ajee-6041	439	13	&	&	CCONJ
ajee-6041	439	14	adewumi	adewumi	PROPN
ajee-6041	439	15	,	,	PUNCT
ajee-6041	439	16	j.	j.	PROPN
ajee-6041	439	17	r.	r.	PROPN
ajee-6041	439	18	(	(	PUNCT
ajee-6041	439	19	2021	2021	NUM
ajee-6041	439	20	)	)	PUNCT
ajee-6041	439	21	.	.	PUNCT
ajee-6041	440	1	seasonal	seasonal	ADJ
ajee-6041	440	2	dynamics	dynamic	NOUN
ajee-6041	440	3	of	of	ADP
ajee-6041	440	4	river	river	NOUN
ajee-6041	440	5	water	water	NOUN
ajee-6041	440	6	quality	quality	NOUN
ajee-6041	440	7	in	in	ADP
ajee-6041	440	8	southwestern	southwestern	PROPN
ajee-6041	440	9	nigeria	nigeria	PROPN
ajee-6041	440	10	.	.	PUNCT
ajee-6041	441	1	applied	apply	VERB
ajee-6041	441	2	water	water	NOUN
ajee-6041	441	3	science	science	NOUN
ajee-6041	441	4	,	,	PUNCT
ajee-6041	441	5	11(8	11(8	NUM
ajee-6041	441	6	)	)	PUNCT
ajee-6041	441	7	,	,	PUNCT
ajee-6041	441	8	1–13	1–13	NOUN
ajee-6041	441	9	.	.	PUNCT
ajee-6041	442	1	https://doi.org/10.1007/s13201-021-01495-z	https://doi.org/10.1007/s13201-021-01495-z	PROPN
ajee-6041	442	2	olayemi	olayemi	PROPN
ajee-6041	442	3	,	,	PUNCT
ajee-6041	442	4	i.	i.	PROPN
ajee-6041	442	5	k.	k.	PROPN
ajee-6041	442	6	,	,	PUNCT
ajee-6041	442	7	okoye	okoye	PROPN
ajee-6041	442	8	,	,	PUNCT
ajee-6041	442	9	c.	c.	PROPN
ajee-6041	442	10	o.	o.	PROPN
ajee-6041	442	11	,	,	PUNCT
ajee-6041	442	12	&	&	CCONJ
ajee-6041	442	13	ogunfowokan	ogunfowokan	PROPN
ajee-6041	442	14	,	,	PUNCT
ajee-6041	442	15	a.	a.	NOUN
ajee-6041	442	16	o.	o.	NOUN
ajee-6041	442	17	(	(	PUNCT
ajee-6041	442	18	2020	2020	NUM
ajee-6041	442	19	)	)	PUNCT
ajee-6041	442	20	.	.	PUNCT
ajee-6041	443	1	nutrient	nutrient	ADJ
ajee-6041	443	2	enrichment	enrichment	NOUN
ajee-6041	443	3	and	and	CCONJ
ajee-6041	443	4	eutrophication	eutrophication	NOUN
ajee-6041	443	5	risk	risk	NOUN
ajee-6041	443	6	in	in	ADP
ajee-6041	443	7	kaduna	kaduna	PROPN
ajee-6041	443	8	river	river	PROPN
ajee-6041	443	9	,	,	PUNCT
ajee-6041	443	10	nigeria	nigeria	PROPN
ajee-6041	443	11	.	.	PUNCT
ajee-6041	444	1	environmental	environmental	ADJ
ajee-6041	444	2	monitoring	monitoring	NOUN
ajee-6041	444	3	and	and	CCONJ
ajee-6041	444	4	assessment	assessment	NOUN
ajee-6041	444	5	,	,	PUNCT
ajee-6041	444	6	192(11	192(11	NUM
ajee-6041	444	7	)	)	PUNCT
ajee-6041	444	8	,	,	PUNCT
ajee-6041	444	9	1–14	1–14	PROPN
ajee-6041	444	10	.	.	PUNCT
ajee-6041	445	1	https://doi.org/10.1007/	https://doi.org/10.1007/	PROPN
ajee-6041	445	2	s10661	s10661	PROPN
ajee-6041	445	3	-	-	PUNCT
ajee-6041	445	4	020	020	NUM
ajee-6041	445	5	-	-	PUNCT
ajee-6041	445	6	08614	08614	NUM
ajee-6041	445	7	-	-	PUNCT
ajee-6041	445	8	3	3	NUM
ajee-6041	445	9	ololade	ololade	NOUN
ajee-6041	445	10	,	,	PUNCT
ajee-6041	445	11	i.	i.	PROPN
ajee-6041	445	12	a.	a.	PROPN
ajee-6041	445	13	,	,	PUNCT
ajee-6041	445	14	&	&	CCONJ
ajee-6041	445	15	ajayi	ajayi	PROPN
ajee-6041	445	16	,	,	PUNCT
ajee-6041	445	17	o.	o.	PROPN
ajee-6041	445	18	o.	o.	PROPN
ajee-6041	445	19	(	(	PUNCT
ajee-6041	445	20	2015	2015	NUM
ajee-6041	445	21	)	)	PUNCT
ajee-6041	445	22	.	.	PUNCT
ajee-6041	446	1	hydrochemistry	hydrochemistry	NOUN
ajee-6041	446	2	and	and	CCONJ
ajee-6041	446	3	pollution	pollution	NOUN
ajee-6041	446	4	status	status	NOUN
ajee-6041	446	5	of	of	ADP
ajee-6041	446	6	river	river	NOUN
ajee-6041	446	7	osun	osun	PROPN
ajee-6041	446	8	,	,	PUNCT
ajee-6041	446	9	southwestern	southwestern	ADJ
ajee-6041	446	10	nigeria	nigeria	PROPN
ajee-6041	446	11	.	.	PUNCT
ajee-6041	447	1	environmental	environmental	ADJ
ajee-6041	447	2	monitoring	monitoring	NOUN
ajee-6041	447	3	and	and	CCONJ
ajee-6041	447	4	assessment	assessment	NOUN
ajee-6041	447	5	,	,	PUNCT
ajee-6041	447	6	187(10	187(10	NUM
ajee-6041	447	7	)	)	PUNCT
ajee-6041	447	8	,	,	PUNCT
ajee-6041	447	9	640	640	NUM
ajee-6041	447	10	–	–	PUNCT
ajee-6041	447	11	655	655	NUM
ajee-6041	447	12	.	.	PUNCT
ajee-6041	448	1	https://doi.org/10.1007/s10661-015-4867-7	https://doi.org/10.1007/s10661-015-4867-7	VERB
ajee-6041	448	2	pa	pa	PROPN
ajee-6041	448	3	ge	ge	PROPN
ajee-6041	448	4	22	22	NUM
ajee-6041	448	5	0	0	NUM
ajee-6041	448	6	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-6041	448	7	am	am	NOUN
ajee-6041	448	8	.	.	PUNCT
ajee-6041	449	1	j.	j.	PROPN
ajee-6041	449	2	environ	environ	PROPN
ajee-6041	449	3	econ	econ	PROPN
ajee-6041	449	4	.	.	PUNCT
ajee-6041	450	1	4(1	4(1	X
ajee-6041	450	2	)	)	PUNCT
ajee-6041	451	1	205	205	NUM
ajee-6041	451	2	-	-	SYM
ajee-6041	451	3	220	220	NUM
ajee-6041	451	4	,	,	PUNCT
ajee-6041	451	5	2025	2025	NUM
ajee-6041	451	6	ogundiran	ogundiran	NOUN
ajee-6041	451	7	,	,	PUNCT
ajee-6041	451	8	m.	m.	PROPN
ajee-6041	451	9	b.	b.	PROPN
ajee-6041	451	10	,	,	PUNCT
ajee-6041	451	11	fawole	fawole	NOUN
ajee-6041	451	12	,	,	PUNCT
ajee-6041	451	13	o.	o.	PROPN
ajee-6041	451	14	o.	o.	PROPN
ajee-6041	451	15	,	,	PUNCT
ajee-6041	451	16	ayandiran	ayandiran	ADJ
ajee-6041	451	17	,	,	PUNCT
ajee-6041	451	18	t.	t.	NOUN
ajee-6041	451	19	a.	a.	PROPN
ajee-6041	451	20	,	,	PUNCT
ajee-6041	451	21	&	&	CCONJ
ajee-6041	451	22	adewoye	adewoye	PROPN
ajee-6041	451	23	,	,	PUNCT
ajee-6041	451	24	s.	s.	PROPN
ajee-6041	451	25	o.	o.	PROPN
ajee-6041	451	26	(	(	PUNCT
ajee-6041	451	27	2022	2022	NUM
ajee-6041	451	28	)	)	PUNCT
ajee-6041	451	29	.	.	PUNCT
ajee-6041	452	1	evaluation	evaluation	NOUN
ajee-6041	452	2	of	of	ADP
ajee-6041	452	3	seasonal	seasonal	ADJ
ajee-6041	452	4	variations	variation	NOUN
ajee-6041	452	5	in	in	ADP
ajee-6041	452	6	physicochemical	physicochemical	ADJ
ajee-6041	452	7	characteristics	characteristic	NOUN
ajee-6041	452	8	and	and	CCONJ
ajee-6041	452	9	heavy	heavy	ADJ
ajee-6041	452	10	metals	metal	NOUN
ajee-6041	452	11	in	in	ADP
ajee-6041	452	12	surface	surface	NOUN
ajee-6041	452	13	water	water	NOUN
ajee-6041	452	14	of	of	ADP
ajee-6041	452	15	osun	osun	PROPN
ajee-6041	452	16	river	river	PROPN
ajee-6041	452	17	,	,	PUNCT
ajee-6041	452	18	southwestern	southwestern	PROPN
ajee-6041	452	19	nigeria	nigeria	PROPN
ajee-6041	452	20	.	.	PUNCT
ajee-6041	453	1	environmental	environmental	ADJ
ajee-6041	453	2	monitoring	monitoring	NOUN
ajee-6041	453	3	and	and	CCONJ
ajee-6041	453	4	assessment	assessment	NOUN
ajee-6041	453	5	,	,	PUNCT
ajee-6041	453	6	194(8	194(8	NUM
ajee-6041	453	7	)	)	PUNCT
ajee-6041	453	8	,	,	PUNCT
ajee-6041	453	9	563	563	NUM
ajee-6041	453	10	.	.	PUNCT
ajee-6041	454	1	https://doi.org/10.1007/	https://doi.org/10.1007/	PROPN
ajee-6041	454	2	s10661	s10661	PROPN
ajee-6041	454	3	-	-	PUNCT
ajee-6041	454	4	022	022	NUM
ajee-6041	454	5	-	-	PUNCT
ajee-6041	454	6	10143	10143	NUM
ajee-6041	454	7	-	-	SYM
ajee-6041	454	8	5	5	NUM
ajee-6041	454	9	rahman	rahman	PROPN
ajee-6041	454	10	,	,	PUNCT
ajee-6041	454	11	m.	m.	NOUN
ajee-6041	454	12	m.	m.	NOUN
ajee-6041	454	13	,	,	PUNCT
ajee-6041	454	14	islam	islam	PROPN
ajee-6041	454	15	,	,	PUNCT
ajee-6041	454	16	m.	m.	NOUN
ajee-6041	454	17	s.	s.	PROPN
ajee-6041	454	18	,	,	PUNCT
ajee-6041	454	19	&	&	CCONJ
ajee-6041	454	20	hasan	hasan	PROPN
ajee-6041	454	21	,	,	PUNCT
ajee-6041	454	22	m.	m.	NOUN
ajee-6041	454	23	m.	m.	NOUN
ajee-6041	454	24	(	(	PUNCT
ajee-6041	454	25	2022	2022	NUM
ajee-6041	454	26	)	)	PUNCT
ajee-6041	454	27	.	.	PUNCT
ajee-6041	455	1	machine	machine	NOUN
ajee-6041	455	2	learning	learn	VERB
ajee-6041	455	3	approaches	approach	NOUN
ajee-6041	455	4	for	for	ADP
ajee-6041	455	5	predicting	predict	VERB
ajee-6041	455	6	water	water	NOUN
ajee-6041	455	7	quality	quality	NOUN
ajee-6041	455	8	parameters	parameter	NOUN
ajee-6041	455	9	in	in	ADP
ajee-6041	455	10	south	south	ADJ
ajee-6041	455	11	asian	asian	ADJ
ajee-6041	455	12	rivers	river	NOUN
ajee-6041	455	13	.	.	PUNCT
ajee-6041	456	1	environmental	environmental	ADJ
ajee-6041	456	2	monitoring	monitoring	NOUN
ajee-6041	456	3	and	and	CCONJ
ajee-6041	456	4	assessment	assessment	NOUN
ajee-6041	456	5	,	,	PUNCT
ajee-6041	456	6	194(9	194(9	NUM
ajee-6041	456	7	)	)	PUNCT
ajee-6041	456	8	,	,	PUNCT
ajee-6041	456	9	1–15	1–15	NUM
ajee-6041	456	10	.	.	PUNCT
ajee-6041	457	1	https://doi	https://doi	X
ajee-6041	457	2	.	.	PUNCT
ajee-6041	457	3	org/10.1007	org/10.1007	PROPN
ajee-6041	457	4	/	/	SYM
ajee-6041	457	5	s10661	s10661	PROPN
ajee-6041	457	6	-	-	PUNCT
ajee-6041	457	7	022	022	NUM
ajee-6041	457	8	-	-	PUNCT
ajee-6041	457	9	10311	10311	NUM
ajee-6041	457	10	-	-	SYM
ajee-6041	457	11	7	7	NUM
ajee-6041	457	12	rango	rango	NOUN
ajee-6041	457	13	,	,	PUNCT
ajee-6041	457	14	t.	t.	PROPN
ajee-6041	457	15	,	,	PUNCT
ajee-6041	457	16	yidana	yidana	PROPN
ajee-6041	457	17	,	,	PUNCT
ajee-6041	457	18	s.	s.	PROPN
ajee-6041	457	19	m.	m.	PROPN
ajee-6041	457	20	,	,	PUNCT
ajee-6041	457	21	&	&	CCONJ
ajee-6041	457	22	bouri	bouri	PROPN
ajee-6041	457	23	,	,	PUNCT
ajee-6041	457	24	s.	s.	PROPN
ajee-6041	457	25	(	(	PUNCT
ajee-6041	457	26	2021	2021	NUM
ajee-6041	457	27	)	)	PUNCT
ajee-6041	457	28	.	.	PUNCT
ajee-6041	458	1	hydrogeochemical	hydrogeochemical	ADJ
ajee-6041	458	2	characterization	characterization	NOUN
ajee-6041	458	3	of	of	ADP
ajee-6041	458	4	groundwater	groundwater	NOUN
ajee-6041	458	5	in	in	ADP
ajee-6041	458	6	ethiopia	ethiopia	PROPN
ajee-6041	458	7	:	:	PUNCT
ajee-6041	458	8	implications	implication	NOUN
ajee-6041	458	9	for	for	ADP
ajee-6041	458	10	sustainable	sustainable	ADJ
ajee-6041	458	11	water	water	NOUN
ajee-6041	458	12	supply	supply	NOUN
ajee-6041	458	13	.	.	PUNCT
ajee-6041	459	1	environmental	environmental	ADJ
ajee-6041	459	2	earth	earth	NOUN
ajee-6041	459	3	sciences	sciences	PROPN
ajee-6041	459	4	,	,	PUNCT
ajee-6041	459	5	80(12	80(12	NUM
ajee-6041	459	6	)	)	PUNCT
ajee-6041	459	7	,	,	PUNCT
ajee-6041	459	8	1–15	1–15	NUM
ajee-6041	459	9	.	.	PUNCT
ajee-6041	460	1	https://doi	https://doi	X
ajee-6041	460	2	.	.	PUNCT
ajee-6041	460	3	org/10.1007	org/10.1007	PROPN
ajee-6041	460	4	/	/	SYM
ajee-6041	460	5	s12665	s12665	NOUN
ajee-6041	460	6	-	-	PUNCT
ajee-6041	460	7	021	021	NUM
ajee-6041	460	8	-	-	PUNCT
ajee-6041	460	9	09485	09485	NUM
ajee-6041	460	10	-	-	PUNCT
ajee-6041	460	11	0	0	NUM
ajee-6041	460	12	rao	rao	PROPN
ajee-6041	460	13	,	,	PUNCT
ajee-6041	460	14	g.	g.	PROPN
ajee-6041	460	15	,	,	PUNCT
ajee-6041	460	16	singh	singh	PROPN
ajee-6041	460	17	,	,	PUNCT
ajee-6041	460	18	s.	s.	PROPN
ajee-6041	460	19	,	,	PUNCT
ajee-6041	460	20	&	&	CCONJ
ajee-6041	460	21	sharma	sharma	PROPN
ajee-6041	460	22	,	,	PUNCT
ajee-6041	460	23	r.	r.	PROPN
ajee-6041	460	24	(	(	PUNCT
ajee-6041	460	25	2021	2021	NUM
ajee-6041	460	26	)	)	PUNCT
ajee-6041	460	27	.	.	PUNCT
ajee-6041	461	1	nutrient	nutrient	ADJ
ajee-6041	461	2	enrichment	enrichment	NOUN
ajee-6041	461	3	and	and	CCONJ
ajee-6041	461	4	water	water	NOUN
ajee-6041	461	5	quality	quality	NOUN
ajee-6041	461	6	deterioration	deterioration	NOUN
ajee-6041	461	7	in	in	ADP
ajee-6041	461	8	tropical	tropical	ADJ
ajee-6041	461	9	asian	asian	ADJ
ajee-6041	461	10	rivers	river	NOUN
ajee-6041	461	11	.	.	PUNCT
ajee-6041	462	1	environmental	environmental	ADJ
ajee-6041	462	2	monitoring	monitoring	NOUN
ajee-6041	462	3	and	and	CCONJ
ajee-6041	462	4	assessment	assessment	NOUN
ajee-6041	462	5	,	,	PUNCT
ajee-6041	462	6	193(10	193(10	NUM
ajee-6041	462	7	)	)	PUNCT
ajee-6041	462	8	,	,	PUNCT
ajee-6041	462	9	650–663	650–663	NUM
ajee-6041	462	10	.	.	PUNCT
ajee-6041	463	1	https://doi.org/10.1007/s10661021-09488-9	https://doi.org/10.1007/s10661021-09488-9	PROPN
ajee-6041	463	2	singh	singh	PROPN
ajee-6041	463	3	,	,	PUNCT
ajee-6041	463	4	s.	s.	PROPN
ajee-6041	463	5	,	,	PUNCT
ajee-6041	463	6	kumar	kumar	PROPN
ajee-6041	463	7	,	,	PUNCT
ajee-6041	463	8	r.	r.	PROPN
ajee-6041	463	9	,	,	PUNCT
ajee-6041	463	10	&	&	CCONJ
ajee-6041	463	11	sharma	sharma	PROPN
ajee-6041	463	12	,	,	PUNCT
ajee-6041	463	13	a.	a.	NOUN
ajee-6041	463	14	(	(	PUNCT
ajee-6041	463	15	2020	2020	NUM
ajee-6041	463	16	)	)	PUNCT
ajee-6041	463	17	.	.	PUNCT
ajee-6041	464	1	statistical	statistical	ADJ
ajee-6041	464	2	assessment	assessment	NOUN
ajee-6041	464	3	of	of	ADP
ajee-6041	464	4	hydrochemistry	hydrochemistry	NOUN
ajee-6041	464	5	and	and	CCONJ
ajee-6041	464	6	irrigation	irrigation	NOUN
ajee-6041	464	7	suitability	suitability	NOUN
ajee-6041	464	8	of	of	ADP
ajee-6041	464	9	the	the	DET
ajee-6041	464	10	ganga	ganga	PROPN
ajee-6041	464	11	river	river	PROPN
ajee-6041	464	12	basin	basin	PROPN
ajee-6041	464	13	,	,	PUNCT
ajee-6041	464	14	india	india	PROPN
ajee-6041	464	15	.	.	PUNCT
ajee-6041	465	1	environmental	environmental	ADJ
ajee-6041	465	2	monitoring	monitoring	NOUN
ajee-6041	465	3	and	and	CCONJ
ajee-6041	465	4	assessment	assessment	NOUN
ajee-6041	465	5	,	,	PUNCT
ajee-6041	465	6	192(6	192(6	NUM
ajee-6041	465	7	)	)	PUNCT
ajee-6041	465	8	,	,	PUNCT
ajee-6041	465	9	1–17	1–17	PROPN
ajee-6041	465	10	.	.	PUNCT
ajee-6041	466	1	https://doi	https://doi	X
ajee-6041	466	2	.	.	PUNCT
ajee-6041	466	3	org/10.1007	org/10.1007	PROPN
ajee-6041	466	4	/	/	SYM
ajee-6041	466	5	s10661	s10661	PROPN
ajee-6041	466	6	-	-	PUNCT
ajee-6041	466	7	020	020	NUM
ajee-6041	466	8	-	-	PUNCT
ajee-6041	466	9	08454	08454	NUM
ajee-6041	466	10	-	-	PUNCT
ajee-6041	466	11	1	1	NUM
ajee-6041	466	12	standards	standard	NOUN
ajee-6041	466	13	organisation	organisation	NOUN
ajee-6041	466	14	of	of	ADP
ajee-6041	466	15	nigeria	nigeria	PROPN
ajee-6041	466	16	.	.	PUNCT
ajee-6041	467	1	(	(	PUNCT
ajee-6041	467	2	2007	2007	NUM
ajee-6041	467	3	)	)	PUNCT
ajee-6041	467	4	.	.	PUNCT
ajee-6041	468	1	nigerian	nigerian	PROPN
ajee-6041	468	2	standard	standard	NOUN
ajee-6041	468	3	for	for	ADP
ajee-6041	468	4	drinking	drink	VERB
ajee-6041	468	5	water	water	NOUN
ajee-6041	468	6	quality	quality	NOUN
ajee-6041	468	7	.	.	PUNCT
ajee-6041	469	1	abuja	abuja	PROPN
ajee-6041	469	2	:	:	PUNCT
ajee-6041	469	3	nigerian	nigerian	PROPN
ajee-6041	469	4	industrial	industrial	PROPN
ajee-6041	469	5	standard	standard	PROPN
ajee-6041	469	6	,	,	PUNCT
ajee-6041	469	7	nis	nis	PROPN
ajee-6041	469	8	554:2007	554:2007	PROPN
ajee-6041	469	9	.	.	PUNCT
ajee-6041	470	1	ujoh	ujoh	PROPN
ajee-6041	470	2	,	,	PUNCT
ajee-6041	470	3	f.	f.	PROPN
ajee-6041	470	4	,	,	PUNCT
ajee-6041	470	5	dam	dam	PROPN
ajee-6041	470	6	,	,	PUNCT
ajee-6041	470	7	d.	d.	PROPN
ajee-6041	470	8	p.	p.	PROPN
ajee-6041	470	9	,	,	PUNCT
ajee-6041	470	10	&	&	CCONJ
ajee-6041	470	11	alhassan	alhassan	VERB
ajee-6041	470	12	,	,	PUNCT
ajee-6041	470	13	m.	m.	NOUN
ajee-6041	470	14	m.	m.	NOUN
ajee-6041	470	15	(	(	PUNCT
ajee-6041	470	16	2025	2025	NUM
ajee-6041	470	17	)	)	PUNCT
ajee-6041	470	18	.	.	PUNCT
ajee-6041	471	1	assessment	assessment	NOUN
ajee-6041	471	2	of	of	ADP
ajee-6041	471	3	water	water	NOUN
ajee-6041	471	4	quality	quality	NOUN
ajee-6041	471	5	around	around	ADP
ajee-6041	471	6	selected	select	VERB
ajee-6041	471	7	dams	dam	NOUN
ajee-6041	471	8	and	and	CCONJ
ajee-6041	471	9	irrigation	irrigation	NOUN
ajee-6041	471	10	projects	project	NOUN
ajee-6041	471	11	in	in	ADP
ajee-6041	471	12	nigeria	nigeria	PROPN
ajee-6041	471	13	.	.	PUNCT
ajee-6041	472	1	kashere	kashere	PROPN
ajee-6041	472	2	journal	journal	PROPN
ajee-6041	472	3	of	of	ADP
ajee-6041	472	4	politics	politic	NOUN
ajee-6041	472	5	and	and	CCONJ
ajee-6041	472	6	international	international	ADJ
ajee-6041	472	7	relations	relation	NOUN
ajee-6041	472	8	,	,	PUNCT
ajee-6041	472	9	3(1	3(1	NUM
ajee-6041	472	10	)	)	PUNCT
ajee-6041	472	11	,	,	PUNCT
ajee-6041	472	12	77–92	77–92	NUM
ajee-6041	472	13	.	.	PUNCT
ajee-6041	473	1	https://journals	https://journal	NOUN
ajee-6041	473	2	.	.	PUNCT
ajee-6041	474	1	fukashere.edu.ng/index.php/kjpir/article/view/438	fukashere.edu.ng/index.php/kjpir/article/view/438	ADP
ajee-6041	474	2	who	who	PRON
ajee-6041	474	3	.	.	PUNCT
ajee-6041	475	1	(	(	PUNCT
ajee-6041	475	2	2017	2017	NUM
ajee-6041	475	3	)	)	PUNCT
ajee-6041	475	4	.	.	PUNCT
ajee-6041	476	1	guidelines	guideline	NOUN
ajee-6041	476	2	for	for	ADP
ajee-6041	476	3	drinking	drinking	NOUN
ajee-6041	476	4	-	-	PUNCT
ajee-6041	476	5	water	water	NOUN
ajee-6041	476	6	quality	quality	NOUN
ajee-6041	476	7	(	(	PUNCT
ajee-6041	476	8	4th	4th	ADJ
ajee-6041	476	9	ed	ed	NOUN
ajee-6041	476	10	.	.	PUNCT
ajee-6041	476	11	)	)	PUNCT
ajee-6041	476	12	.	.	PUNCT
ajee-6041	477	1	world	world	PROPN
ajee-6041	477	2	health	health	PROPN
ajee-6041	477	3	organization	organization	PROPN
ajee-6041	477	4	.	.	PUNCT
ajee-6041	478	1	yidana	yidana	PROPN
ajee-6041	478	2	,	,	PUNCT
ajee-6041	478	3	s.	s.	PROPN
ajee-6041	478	4	m.	m.	PROPN
ajee-6041	478	5	,	,	PUNCT
ajee-6041	478	6	akurugu	akurugu	PROPN
ajee-6041	478	7	,	,	PUNCT
ajee-6041	478	8	b.	b.	PROPN
ajee-6041	478	9	a.	a.	PROPN
ajee-6041	478	10	,	,	PUNCT
ajee-6041	478	11	&	&	CCONJ
ajee-6041	478	12	chegbeleh	chegbeleh	PROPN
ajee-6041	478	13	,	,	PUNCT
ajee-6041	478	14	l.	l.	PROPN
ajee-6041	478	15	p.	p.	PROPN
ajee-6041	478	16	(	(	PUNCT
ajee-6041	478	17	2020	2020	NUM
ajee-6041	478	18	)	)	PUNCT
ajee-6041	478	19	.	.	PUNCT
ajee-6041	479	1	assessment	assessment	NOUN
ajee-6041	479	2	of	of	ADP
ajee-6041	479	3	groundwater	groundwater	NOUN
ajee-6041	479	4	quality	quality	NOUN
ajee-6041	479	5	in	in	ADP
ajee-6041	479	6	the	the	DET
ajee-6041	479	7	talensi	talensi	NOUN
ajee-6041	479	8	district	district	NOUN
ajee-6041	479	9	,	,	PUNCT
ajee-6041	479	10	northern	northern	ADJ
ajee-6041	479	11	ghana	ghana	PROPN
ajee-6041	479	12	.	.	PUNCT
ajee-6041	480	1	the	the	DET
ajee-6041	480	2	scientific	scientific	ADJ
ajee-6041	480	3	world	world	NOUN
ajee-6041	480	4	journal	journal	NOUN
ajee-6041	480	5	,	,	PUNCT
ajee-6041	480	6	2020	2020	NUM
ajee-6041	480	7	,	,	PUNCT
ajee-6041	480	8	8450860	8450860	NUM
ajee-6041	480	9	.	.	PUNCT
ajee-6041	481	1	https://doi	https://doi	NOUN
ajee-6041	481	2	.	.	PUNCT
ajee-6041	482	1	org/10.1155/2020/8450860	org/10.1155/2020/8450860	NOUN