id	sid	tid	token	lemma	pos
gssr-996	1	1	global	global	ADJ
gssr-996	1	2	sustainability	sustainability	PROPN
gssr-996	1	3	research	research	PROPN
gssr-996	1	4	issn	issn	PROPN
gssr-996	1	5	:	:	PUNCT
gssr-996	1	6	2833	2833	NUM
gssr-996	1	7	-	-	PUNCT
gssr-996	1	8	986x	986x	NUM
gssr-996	1	9	https://orcid.org/0000-0002-9602-0852	https://orcid.org/0000-0002-9602-0852	ADJ
gssr-996	1	10	global	global	ADJ
gssr-996	1	11	scientific	scientific	ADJ
gssr-996	1	12	research	research	NOUN
gssr-996	1	13	95	95	NUM
gssr-996	1	14	review	review	NOUN
gssr-996	1	15	article	article	NOUN
gssr-996	1	16	the	the	DET
gssr-996	1	17	role	role	NOUN
gssr-996	1	18	of	of	ADP
gssr-996	1	19	artificial	artificial	ADJ
gssr-996	1	20	intelligence	intelligence	NOUN
gssr-996	1	21	in	in	ADP
gssr-996	1	22	modern	modern	ADJ
gssr-996	1	23	farming	farming	NOUN
gssr-996	1	24	system	system	NOUN
gssr-996	1	25	for	for	ADP
gssr-996	1	26	achieving	achieve	VERB
gssr-996	1	27	sustainable	sustainable	ADJ
gssr-996	1	28	agricultural	agricultural	ADJ
gssr-996	1	29	transformation	transformation	NOUN
gssr-996	1	30	in	in	ADP
gssr-996	1	31	nigeria	nigeria	PROPN
gssr-996	1	32	aminu	aminu	PROPN
gssr-996	1	33	adamu	adamu	PROPN
gssr-996	1	34	ahmed*1	ahmed*1	PROPN
gssr-996	1	35	,	,	PUNCT
gssr-996	1	36	rilwanu	rilwanu	X
gssr-996	1	37	sulaiman2	sulaiman2	PROPN
gssr-996	1	38	,	,	PUNCT
gssr-996	1	39	nasiru	nasiru	PROPN
gssr-996	1	40	adamu3	adamu3	PROPN
gssr-996	1	41	,	,	PUNCT
gssr-996	2	1	yusuf	yusuf	PROPN
gssr-996	2	2	musa4	musa4	PROPN
gssr-996	2	3	1department	1department	NUM
gssr-996	2	4	information	information	NOUN
gssr-996	2	5	communication	communication	NOUN
gssr-996	2	6	technology	technology	NOUN
gssr-996	2	7	,	,	PUNCT
gssr-996	2	8	federal	federal	PROPN
gssr-996	2	9	polytechnic	polytechnic	ADJ
gssr-996	2	10	kaltungo	kaltungo	PROPN
gssr-996	2	11	,	,	PUNCT
gssr-996	2	12	gombe	gombe	ADJ
gssr-996	2	13	state	state	NOUN
gssr-996	2	14	,	,	PUNCT
gssr-996	2	15	nigeria	nigeria	PROPN
gssr-996	2	16	2department	2department	NUM
gssr-996	2	17	of	of	ADP
gssr-996	2	18	animal	animal	NOUN
gssr-996	2	19	science	science	NOUN
gssr-996	2	20	,	,	PUNCT
gssr-996	2	21	faculty	faculty	NOUN
gssr-996	2	22	of	of	ADP
gssr-996	2	23	agriculture	agriculture	NOUN
gssr-996	2	24	,	,	PUNCT
gssr-996	2	25	sa’adu	sa’adu	PROPN
gssr-996	2	26	zungur	zungur	PROPN
gssr-996	2	27	university	university	NOUN
gssr-996	2	28	,	,	PUNCT
gssr-996	2	29	bauchi	bauchi	ADJ
gssr-996	2	30	state	state	NOUN
gssr-996	2	31	,	,	PUNCT
gssr-996	2	32	nigeria	nigeria	PROPN
gssr-996	3	1	3department	3department	NUM
gssr-996	3	2	of	of	ADP
gssr-996	3	3	animal	animal	NOUN
gssr-996	3	4	production	production	NOUN
gssr-996	3	5	,	,	PUNCT
gssr-996	3	6	abubakar	abubakar	PROPN
gssr-996	3	7	tafawa	tafawa	PROPN
gssr-996	3	8	balewa	balewa	PROPN
gssr-996	3	9	university	university	PROPN
gssr-996	3	10	bauchi	bauchi	NOUN
gssr-996	3	11	,	,	PUNCT
gssr-996	3	12	bauchi	bauchi	ADJ
gssr-996	3	13	state	state	NOUN
gssr-996	3	14	,	,	PUNCT
gssr-996	3	15	nigeria	nigeria	PRON
gssr-996	3	16	4department	4department	NUM
gssr-996	3	17	of	of	ADP
gssr-996	3	18	computer	computer	NOUN
gssr-996	3	19	sciences	sciences	PROPN
gssr-996	3	20	,	,	PUNCT
gssr-996	3	21	federal	federal	ADJ
gssr-996	3	22	polytechnic	polytechnic	ADJ
gssr-996	3	23	nasarawa	nasarawa	NOUN
gssr-996	3	24	,	,	PUNCT
gssr-996	3	25	nasarawa	nasarawa	PROPN
gssr-996	3	26	state	state	PROPN
gssr-996	3	27	,	,	PUNCT
gssr-996	3	28	nigeria	nigeria	PROPN
gssr-996	3	29	corresponding	corresponding	ADJ
gssr-996	3	30	author	author	NOUN
gssr-996	3	31	:	:	PUNCT
gssr-996	3	32	aminu	aminu	PROPN
gssr-996	3	33	adamu	adamu	PROPN
gssr-996	3	34	ahmed	ahmed	PROPN
gssr-996	3	35	.	.	PUNCT
gssr-996	4	1	email	email	NOUN
gssr-996	4	2	:	:	PUNCT
gssr-996	4	3	aminuaa.inkil@gmail.com	aminuaa.inkil@gmail.com	PROPN
gssr-996	4	4	received	receive	VERB
gssr-996	4	5	:	:	PUNCT
gssr-996	4	6	01	01	NUM
gssr-996	4	7	september	september	PROPN
gssr-996	4	8	,	,	PUNCT
gssr-996	4	9	2024	2024	NUM
gssr-996	4	10	,	,	PUNCT
gssr-996	4	11	accepted	accept	VERB
gssr-996	4	12	:	:	PUNCT
gssr-996	4	13	23	23	NUM
gssr-996	4	14	september	september	PROPN
gssr-996	4	15	,	,	PUNCT
gssr-996	4	16	2024	2024	NUM
gssr-996	4	17	,	,	PUNCT
gssr-996	4	18	published	publish	VERB
gssr-996	4	19	:	:	PUNCT
gssr-996	4	20	25	25	NUM
gssr-996	4	21	september	september	PROPN
gssr-996	4	22	,	,	PUNCT
gssr-996	4	23	2024	2024	NUM
gssr-996	4	24	abstract	abstract	NOUN
gssr-996	4	25	the	the	DET
gssr-996	4	26	agricultural	agricultural	ADJ
gssr-996	4	27	sector	sector	NOUN
gssr-996	4	28	in	in	ADP
gssr-996	4	29	nigeria	nigeria	PROPN
gssr-996	4	30	faces	face	VERB
gssr-996	4	31	pressing	press	VERB
gssr-996	4	32	challenges	challenge	NOUN
gssr-996	4	33	,	,	PUNCT
gssr-996	4	34	including	include	VERB
gssr-996	4	35	food	food	NOUN
gssr-996	4	36	insecurity	insecurity	NOUN
gssr-996	4	37	,	,	PUNCT
gssr-996	4	38	land	land	NOUN
gssr-996	4	39	degradation	degradation	NOUN
gssr-996	4	40	,	,	PUNCT
gssr-996	4	41	and	and	CCONJ
gssr-996	4	42	climate	climate	NOUN
gssr-996	4	43	change	change	NOUN
gssr-996	4	44	impacts	impact	NOUN
gssr-996	4	45	.	.	PUNCT
gssr-996	5	1	to	to	PART
gssr-996	5	2	address	address	VERB
gssr-996	5	3	these	these	DET
gssr-996	5	4	issues	issue	NOUN
gssr-996	5	5	,	,	PUNCT
gssr-996	5	6	the	the	DET
gssr-996	5	7	integration	integration	NOUN
gssr-996	5	8	of	of	ADP
gssr-996	5	9	artificial	artificial	ADJ
gssr-996	5	10	intelligence	intelligence	NOUN
gssr-996	5	11	(	(	PUNCT
gssr-996	5	12	ai	ai	NOUN
gssr-996	5	13	)	)	PUNCT
gssr-996	5	14	in	in	ADP
gssr-996	5	15	modern	modern	ADJ
gssr-996	5	16	farming	farming	NOUN
gssr-996	5	17	practices	practice	NOUN
gssr-996	5	18	presents	present	VERB
gssr-996	5	19	a	a	DET
gssr-996	5	20	transformative	transformative	ADJ
gssr-996	5	21	opportunity	opportunity	NOUN
gssr-996	5	22	for	for	ADP
gssr-996	5	23	achieving	achieve	VERB
gssr-996	5	24	sustainable	sustainable	ADJ
gssr-996	5	25	agricultural	agricultural	ADJ
gssr-996	5	26	development	development	NOUN
gssr-996	5	27	.	.	PUNCT
gssr-996	6	1	this	this	DET
gssr-996	6	2	paper	paper	NOUN
gssr-996	6	3	explores	explore	VERB
gssr-996	6	4	the	the	DET
gssr-996	6	5	role	role	NOUN
gssr-996	6	6	of	of	ADP
gssr-996	6	7	ai	ai	PROPN
gssr-996	6	8	technologies	technology	NOUN
gssr-996	6	9	in	in	ADP
gssr-996	6	10	enhancing	enhance	VERB
gssr-996	6	11	productivity	productivity	NOUN
gssr-996	6	12	,	,	PUNCT
gssr-996	6	13	optimizing	optimize	VERB
gssr-996	6	14	resource	resource	NOUN
gssr-996	6	15	use	use	NOUN
gssr-996	6	16	,	,	PUNCT
gssr-996	6	17	and	and	CCONJ
gssr-996	6	18	minimizing	minimize	VERB
gssr-996	6	19	environmental	environmental	ADJ
gssr-996	6	20	impacts	impact	NOUN
gssr-996	6	21	within	within	ADP
gssr-996	6	22	the	the	DET
gssr-996	6	23	nigerian	nigerian	ADJ
gssr-996	6	24	agricultural	agricultural	ADJ
gssr-996	6	25	landscape	landscape	NOUN
gssr-996	6	26	.	.	PUNCT
gssr-996	7	1	through	through	ADP
gssr-996	7	2	a	a	DET
gssr-996	7	3	semi	semi	ADJ
gssr-996	7	4	-	-	ADJ
gssr-996	7	5	systematic	systematic	ADJ
gssr-996	7	6	literature	literature	NOUN
gssr-996	7	7	review	review	NOUN
gssr-996	7	8	(	(	PUNCT
gssr-996	7	9	slr	slr	NOUN
gssr-996	7	10	)	)	PUNCT
gssr-996	7	11	,	,	PUNCT
gssr-996	7	12	the	the	DET
gssr-996	7	13	study	study	NOUN
gssr-996	7	14	examines	examine	VERB
gssr-996	7	15	the	the	DET
gssr-996	7	16	historical	historical	ADJ
gssr-996	7	17	context	context	NOUN
gssr-996	7	18	of	of	ADP
gssr-996	7	19	agriculture	agriculture	NOUN
gssr-996	7	20	in	in	ADP
gssr-996	7	21	nigeria	nigeria	PROPN
gssr-996	7	22	,	,	PUNCT
gssr-996	7	23	current	current	ADJ
gssr-996	7	24	ai	ai	ADJ
gssr-996	7	25	applications	application	NOUN
gssr-996	7	26	such	such	ADJ
gssr-996	7	27	as	as	ADP
gssr-996	7	28	precision	precision	NOUN
gssr-996	7	29	agriculture	agriculture	NOUN
gssr-996	7	30	,	,	PUNCT
gssr-996	7	31	crop	crop	NOUN
gssr-996	7	32	monitoring	monitoring	NOUN
gssr-996	7	33	,	,	PUNCT
gssr-996	7	34	and	and	CCONJ
gssr-996	7	35	pest	pest	VERB
gssr-996	7	36	detection	detection	NOUN
gssr-996	7	37	,	,	PUNCT
gssr-996	7	38	as	as	ADV
gssr-996	7	39	well	well	ADV
gssr-996	7	40	as	as	ADP
gssr-996	7	41	the	the	DET
gssr-996	7	42	associated	associated	ADJ
gssr-996	7	43	benefits	benefit	NOUN
gssr-996	7	44	of	of	ADP
gssr-996	7	45	increased	increase	VERB
gssr-996	7	46	yield	yield	NOUN
gssr-996	7	47	and	and	CCONJ
gssr-996	7	48	economic	economic	ADJ
gssr-996	7	49	returns	return	NOUN
gssr-996	7	50	for	for	ADP
gssr-996	7	51	farmers	farmer	NOUN
gssr-996	7	52	.	.	PUNCT
gssr-996	8	1	the	the	DET
gssr-996	8	2	semi	semi	ADJ
gssr-996	8	3	-	-	ADJ
gssr-996	8	4	slr	slr	ADJ
gssr-996	8	5	methodology	methodology	NOUN
gssr-996	8	6	incorporates	incorporate	VERB
gssr-996	8	7	structured	structured	ADJ
gssr-996	8	8	search	search	NOUN
gssr-996	8	9	strategies	strategy	NOUN
gssr-996	8	10	,	,	PUNCT
gssr-996	8	11	established	establish	VERB
gssr-996	8	12	inclusion	inclusion	NOUN
gssr-996	8	13	and	and	CCONJ
gssr-996	8	14	exclusion	exclusion	NOUN
gssr-996	8	15	criteria	criterion	NOUN
gssr-996	8	16	,	,	PUNCT
gssr-996	8	17	and	and	CCONJ
gssr-996	8	18	systematic	systematic	ADJ
gssr-996	8	19	data	data	NOUN
gssr-996	8	20	extraction	extraction	NOUN
gssr-996	8	21	techniques	technique	NOUN
gssr-996	8	22	to	to	PART
gssr-996	8	23	synthesize	synthesize	VERB
gssr-996	8	24	existing	exist	VERB
gssr-996	8	25	knowledge	knowledge	NOUN
gssr-996	8	26	and	and	CCONJ
gssr-996	8	27	identify	identify	VERB
gssr-996	8	28	gaps	gap	NOUN
gssr-996	8	29	in	in	ADP
gssr-996	8	30	the	the	DET
gssr-996	8	31	current	current	ADJ
gssr-996	8	32	understanding	understanding	NOUN
gssr-996	8	33	of	of	ADP
gssr-996	8	34	ai	ai	PROPN
gssr-996	8	35	's	's	PART
gssr-996	8	36	impact	impact	NOUN
gssr-996	8	37	on	on	ADP
gssr-996	8	38	sustainable	sustainable	ADJ
gssr-996	8	39	farming	farming	NOUN
gssr-996	8	40	in	in	ADP
gssr-996	8	41	nigeria	nigeria	PROPN
gssr-996	8	42	.	.	PUNCT
gssr-996	9	1	the	the	DET
gssr-996	9	2	findings	finding	NOUN
gssr-996	9	3	reveal	reveal	VERB
gssr-996	9	4	that	that	SCONJ
gssr-996	9	5	while	while	SCONJ
gssr-996	9	6	ai	ai	VERB
gssr-996	9	7	can	can	AUX
gssr-996	9	8	significantly	significantly	ADV
gssr-996	9	9	contribute	contribute	VERB
gssr-996	9	10	to	to	ADP
gssr-996	9	11	sustainable	sustainable	ADJ
gssr-996	9	12	agricultural	agricultural	ADJ
gssr-996	9	13	transformation	transformation	NOUN
gssr-996	9	14	,	,	PUNCT
gssr-996	9	15	several	several	ADJ
gssr-996	9	16	barriers	barrier	NOUN
gssr-996	9	17	hinder	hinder	VERB
gssr-996	9	18	its	its	PRON
gssr-996	9	19	widespread	widespread	ADJ
gssr-996	9	20	adoption	adoption	NOUN
gssr-996	9	21	,	,	PUNCT
gssr-996	9	22	including	include	VERB
gssr-996	9	23	infrastructural	infrastructural	ADJ
gssr-996	9	24	deficiencies	deficiency	NOUN
gssr-996	9	25	,	,	PUNCT
gssr-996	9	26	technological	technological	ADJ
gssr-996	9	27	illiteracy	illiteracy	NOUN
gssr-996	9	28	,	,	PUNCT
gssr-996	9	29	and	and	CCONJ
gssr-996	9	30	socio	socio	NOUN
gssr-996	9	31	-	-	PUNCT
gssr-996	9	32	economic	economic	ADJ
gssr-996	9	33	constraints	constraint	NOUN
gssr-996	9	34	.	.	PUNCT
gssr-996	10	1	by	by	ADP
gssr-996	10	2	analyzing	analyze	VERB
gssr-996	10	3	these	these	DET
gssr-996	10	4	aspects	aspect	NOUN
gssr-996	10	5	,	,	PUNCT
gssr-996	10	6	this	this	DET
gssr-996	10	7	research	research	NOUN
gssr-996	10	8	underscores	underscore	VERB
gssr-996	10	9	the	the	DET
gssr-996	10	10	importance	importance	NOUN
gssr-996	10	11	of	of	ADP
gssr-996	10	12	a	a	DET
gssr-996	10	13	structured	structured	ADJ
gssr-996	10	14	approach	approach	NOUN
gssr-996	10	15	to	to	ADP
gssr-996	10	16	literature	literature	NOUN
gssr-996	10	17	reviews	review	NOUN
gssr-996	10	18	in	in	ADP
gssr-996	10	19	agricultural	agricultural	ADJ
gssr-996	10	20	research	research	NOUN
gssr-996	10	21	,	,	PUNCT
gssr-996	10	22	ultimately	ultimately	ADV
gssr-996	10	23	aiming	aim	VERB
gssr-996	10	24	to	to	PART
gssr-996	10	25	inform	inform	VERB
gssr-996	10	26	policy	policy	NOUN
gssr-996	10	27	and	and	CCONJ
gssr-996	10	28	encourage	encourage	VERB
gssr-996	10	29	the	the	DET
gssr-996	10	30	adoption	adoption	NOUN
gssr-996	10	31	of	of	ADP
gssr-996	10	32	ai	ai	PROPN
gssr-996	10	33	innovations	innovation	NOUN
gssr-996	10	34	in	in	ADP
gssr-996	10	35	the	the	DET
gssr-996	10	36	sector	sector	NOUN
gssr-996	10	37	.	.	PUNCT
gssr-996	11	1	the	the	DET
gssr-996	11	2	findings	finding	NOUN
gssr-996	11	3	indicate	indicate	VERB
gssr-996	11	4	that	that	SCONJ
gssr-996	11	5	concerted	concerted	ADJ
gssr-996	11	6	efforts	effort	NOUN
gssr-996	11	7	from	from	ADP
gssr-996	11	8	stakeholders	stakeholder	NOUN
gssr-996	11	9	,	,	PUNCT
gssr-996	11	10	including	include	VERB
gssr-996	11	11	policymakers	policymaker	NOUN
gssr-996	11	12	,	,	PUNCT
gssr-996	11	13	researchers	researcher	NOUN
gssr-996	11	14	,	,	PUNCT
gssr-996	11	15	and	and	CCONJ
gssr-996	11	16	farmers	farmer	NOUN
gssr-996	11	17	,	,	PUNCT
gssr-996	11	18	are	be	AUX
gssr-996	11	19	essential	essential	ADJ
gssr-996	11	20	to	to	PART
gssr-996	11	21	overcome	overcome	VERB
gssr-996	11	22	existing	exist	VERB
gssr-996	11	23	challenges	challenge	NOUN
gssr-996	11	24	and	and	CCONJ
gssr-996	11	25	fully	fully	ADV
gssr-996	11	26	realize	realize	VERB
gssr-996	11	27	the	the	DET
gssr-996	11	28	potential	potential	NOUN
gssr-996	11	29	of	of	ADP
gssr-996	11	30	ai	ai	NOUN
gssr-996	11	31	in	in	ADP
gssr-996	11	32	fostering	foster	VERB
gssr-996	11	33	a	a	DET
gssr-996	11	34	resilient	resilient	ADJ
gssr-996	11	35	agricultural	agricultural	ADJ
gssr-996	11	36	system	system	NOUN
gssr-996	11	37	in	in	ADP
gssr-996	11	38	nigeria	nigeria	PROPN
gssr-996	11	39	.	.	PUNCT
gssr-996	12	1	keywords	keyword	NOUN
gssr-996	12	2	:	:	PUNCT
gssr-996	12	3	artificial	artificial	ADJ
gssr-996	12	4	intelligence	intelligence	NOUN
gssr-996	12	5	;	;	PUNCT
gssr-996	12	6	sustainable	sustainable	ADJ
gssr-996	12	7	agriculture	agriculture	NOUN
gssr-996	12	8	;	;	PUNCT
gssr-996	12	9	nigeria	nigeria	PRON
gssr-996	12	10	;	;	PUNCT
gssr-996	12	11	precision	precision	NOUN
gssr-996	12	12	farming	farming	NOUN
gssr-996	12	13	;	;	PUNCT
gssr-996	12	14	food	food	NOUN
gssr-996	12	15	security	security	NOUN
gssr-996	12	16	;	;	PUNCT
gssr-996	12	17	agricultural	agricultural	ADJ
gssr-996	12	18	transformation	transformation	NOUN
gssr-996	12	19	introduction	introduction	NOUN
gssr-996	12	20	agriculture	agriculture	NOUN
gssr-996	12	21	is	be	AUX
gssr-996	12	22	a	a	DET
gssr-996	12	23	cornerstone	cornerstone	NOUN
gssr-996	12	24	of	of	ADP
gssr-996	12	25	nigeria	nigeria	PROPN
gssr-996	12	26	's	's	PART
gssr-996	12	27	economy	economy	NOUN
gssr-996	12	28	,	,	PUNCT
gssr-996	12	29	employing	employ	VERB
gssr-996	12	30	over	over	ADP
gssr-996	12	31	70	70	NUM
gssr-996	12	32	%	%	NOUN
gssr-996	12	33	of	of	ADP
gssr-996	12	34	the	the	DET
gssr-996	12	35	workforce	workforce	NOUN
gssr-996	12	36	and	and	CCONJ
gssr-996	12	37	contributing	contribute	VERB
gssr-996	12	38	approximately	approximately	ADV
gssr-996	12	39	22	22	NUM
gssr-996	12	40	%	%	NOUN
gssr-996	12	41	to	to	ADP
gssr-996	12	42	the	the	DET
gssr-996	12	43	nation	nation	NOUN
gssr-996	12	44	’s	’s	PART
gssr-996	12	45	gross	gross	ADJ
gssr-996	12	46	domestic	domestic	ADJ
gssr-996	12	47	product	product	NOUN
gssr-996	12	48	(	(	PUNCT
gssr-996	12	49	gdp	gdp	NOUN
gssr-996	12	50	)	)	PUNCT
gssr-996	12	51	(	(	PUNCT
gssr-996	12	52	food	food	NOUN
gssr-996	12	53	and	and	CCONJ
gssr-996	12	54	agriculture	agriculture	NOUN
gssr-996	12	55	organization	organization	NOUN
gssr-996	12	56	[	[	X
gssr-996	12	57	fao	fao	NOUN
gssr-996	12	58	]	]	X
gssr-996	12	59	,	,	PUNCT
gssr-996	12	60	2020	2020	NUM
gssr-996	12	61	)	)	PUNCT
gssr-996	12	62	.	.	PUNCT
gssr-996	13	1	the	the	DET
gssr-996	13	2	sector	sector	NOUN
gssr-996	13	3	is	be	AUX
gssr-996	13	4	characterized	characterize	VERB
gssr-996	13	5	by	by	ADP
gssr-996	13	6	smallholder	smallholder	NOUN
gssr-996	13	7	farming	farming	NOUN
gssr-996	13	8	,	,	PUNCT
gssr-996	13	9	with	with	ADP
gssr-996	13	10	many	many	ADJ
gssr-996	13	11	farmers	farmer	NOUN
gssr-996	13	12	relying	rely	VERB
gssr-996	13	13	on	on	ADP
gssr-996	13	14	traditional	traditional	ADJ
gssr-996	13	15	practices	practice	NOUN
gssr-996	13	16	that	that	PRON
gssr-996	13	17	often	often	ADV
gssr-996	13	18	result	result	VERB
gssr-996	13	19	in	in	ADP
gssr-996	13	20	low	low	ADJ
gssr-996	13	21	productivity	productivity	NOUN
gssr-996	13	22	and	and	CCONJ
gssr-996	13	23	inefficient	inefficient	ADJ
gssr-996	13	24	resource	resource	NOUN
gssr-996	13	25	use	use	NOUN
gssr-996	13	26	.	.	PUNCT
gssr-996	14	1	despite	despite	SCONJ
gssr-996	14	2	nigeria	nigeria	PROPN
gssr-996	14	3	’s	’s	PART
gssr-996	14	4	vast	vast	ADJ
gssr-996	14	5	agricultural	agricultural	ADJ
gssr-996	14	6	potential	potential	NOUN
gssr-996	14	7	,	,	PUNCT
gssr-996	14	8	challenges	challenge	NOUN
gssr-996	14	9	such	such	ADJ
gssr-996	14	10	as	as	ADP
gssr-996	14	11	land	land	NOUN
gssr-996	14	12	degradation	degradation	NOUN
gssr-996	14	13	,	,	PUNCT
gssr-996	14	14	inadequate	inadequate	ADJ
gssr-996	14	15	infrastructure	infrastructure	NOUN
gssr-996	14	16	,	,	PUNCT
gssr-996	14	17	and	and	CCONJ
gssr-996	14	18	fluctuating	fluctuate	VERB
gssr-996	14	19	climatic	climatic	ADJ
gssr-996	14	20	conditions	condition	NOUN
gssr-996	14	21	have	have	AUX
gssr-996	14	22	hindered	hinder	VERB
gssr-996	14	23	global	global	ADJ
gssr-996	14	24	sustainability	sustainability	NOUN
gssr-996	14	25	research	research	NOUN
gssr-996	14	26	global	global	ADJ
gssr-996	14	27	scientific	scientific	ADJ
gssr-996	14	28	research	research	NOUN
gssr-996	14	29	96	96	NUM
gssr-996	14	30	significant	significant	ADJ
gssr-996	14	31	growth	growth	NOUN
gssr-996	14	32	(	(	PUNCT
gssr-996	14	33	ibitoye	ibitoye	NOUN
gssr-996	14	34	et	et	PROPN
gssr-996	14	35	al	al	PROPN
gssr-996	14	36	.	.	PROPN
gssr-996	14	37	,	,	PUNCT
gssr-996	14	38	2021	2021	NUM
gssr-996	14	39	)	)	PUNCT
gssr-996	14	40	.	.	PUNCT
gssr-996	15	1	additionally	additionally	ADV
gssr-996	15	2	,	,	PUNCT
gssr-996	15	3	food	food	NOUN
gssr-996	15	4	insecurity	insecurity	NOUN
gssr-996	15	5	remains	remain	VERB
gssr-996	15	6	a	a	DET
gssr-996	15	7	critical	critical	ADJ
gssr-996	15	8	issue	issue	NOUN
gssr-996	15	9	,	,	PUNCT
gssr-996	15	10	with	with	ADP
gssr-996	15	11	about	about	ADV
gssr-996	15	12	25	25	NUM
gssr-996	15	13	%	%	NOUN
gssr-996	15	14	of	of	ADP
gssr-996	15	15	the	the	DET
gssr-996	15	16	population	population	NOUN
gssr-996	15	17	facing	face	VERB
gssr-996	15	18	severe	severe	ADJ
gssr-996	15	19	food	food	NOUN
gssr-996	15	20	shortages	shortage	NOUN
gssr-996	15	21	(	(	PUNCT
gssr-996	15	22	world	world	NOUN
gssr-996	15	23	food	food	NOUN
gssr-996	15	24	programme	programme	NOUN
gssr-996	15	25	[	[	X
gssr-996	15	26	wfp	wfp	NOUN
gssr-996	15	27	]	]	X
gssr-996	15	28	,	,	PUNCT
gssr-996	15	29	2022	2022	NUM
gssr-996	15	30	)	)	PUNCT
gssr-996	15	31	.	.	PUNCT
gssr-996	16	1	given	give	VERB
gssr-996	16	2	these	these	DET
gssr-996	16	3	challenges	challenge	NOUN
gssr-996	16	4	,	,	PUNCT
gssr-996	16	5	it	it	PRON
gssr-996	16	6	is	be	AUX
gssr-996	16	7	imperative	imperative	ADJ
gssr-996	16	8	to	to	PART
gssr-996	16	9	explore	explore	VERB
gssr-996	16	10	innovative	innovative	ADJ
gssr-996	16	11	solutions	solution	NOUN
gssr-996	16	12	that	that	PRON
gssr-996	16	13	can	can	AUX
gssr-996	16	14	enhance	enhance	VERB
gssr-996	16	15	agricultural	agricultural	ADJ
gssr-996	16	16	practices	practice	NOUN
gssr-996	16	17	and	and	CCONJ
gssr-996	16	18	ensure	ensure	VERB
gssr-996	16	19	food	food	NOUN
gssr-996	16	20	security	security	NOUN
gssr-996	16	21	while	while	SCONJ
gssr-996	16	22	promoting	promote	VERB
gssr-996	16	23	environmental	environmental	ADJ
gssr-996	16	24	sustainability	sustainability	NOUN
gssr-996	16	25	.	.	PUNCT
gssr-996	17	1	sustainable	sustainable	ADJ
gssr-996	17	2	agricultural	agricultural	ADJ
gssr-996	17	3	transformation	transformation	NOUN
gssr-996	17	4	is	be	AUX
gssr-996	17	5	essential	essential	ADJ
gssr-996	17	6	for	for	ADP
gssr-996	17	7	addressing	address	VERB
gssr-996	17	8	food	food	NOUN
gssr-996	17	9	security	security	NOUN
gssr-996	17	10	,	,	PUNCT
gssr-996	17	11	enhancing	enhance	VERB
gssr-996	17	12	productivity	productivity	NOUN
gssr-996	17	13	,	,	PUNCT
gssr-996	17	14	and	and	CCONJ
gssr-996	17	15	mitigating	mitigate	VERB
gssr-996	17	16	the	the	DET
gssr-996	17	17	adverse	adverse	ADJ
gssr-996	17	18	effects	effect	NOUN
gssr-996	17	19	of	of	ADP
gssr-996	17	20	climate	climate	NOUN
gssr-996	17	21	change	change	NOUN
gssr-996	17	22	(	(	PUNCT
gssr-996	17	23	united	united	PROPN
gssr-996	17	24	nations	nations	PROPN
gssr-996	17	25	[	[	X
gssr-996	17	26	un	un	PROPN
gssr-996	17	27	]	]	X
gssr-996	17	28	,	,	PUNCT
gssr-996	17	29	2019	2019	NUM
gssr-996	17	30	)	)	PUNCT
gssr-996	17	31	.	.	PUNCT
gssr-996	18	1	this	this	DET
gssr-996	18	2	transformation	transformation	NOUN
gssr-996	18	3	involves	involve	VERB
gssr-996	18	4	adopting	adopt	VERB
gssr-996	18	5	practices	practice	NOUN
gssr-996	18	6	that	that	PRON
gssr-996	18	7	increase	increase	VERB
gssr-996	18	8	agricultural	agricultural	ADJ
gssr-996	18	9	output	output	NOUN
gssr-996	18	10	while	while	SCONJ
gssr-996	18	11	preserving	preserve	VERB
gssr-996	18	12	natural	natural	ADJ
gssr-996	18	13	resources	resource	NOUN
gssr-996	18	14	and	and	CCONJ
gssr-996	18	15	ensuring	ensure	VERB
gssr-996	18	16	the	the	DET
gssr-996	18	17	welfare	welfare	NOUN
gssr-996	18	18	of	of	ADP
gssr-996	18	19	farming	farming	NOUN
gssr-996	18	20	communities	community	NOUN
gssr-996	18	21	.	.	PUNCT
gssr-996	19	1	in	in	ADP
gssr-996	19	2	nigeria	nigeria	PROPN
gssr-996	19	3	,	,	PUNCT
gssr-996	19	4	sustainable	sustainable	ADJ
gssr-996	19	5	agricultural	agricultural	ADJ
gssr-996	19	6	practices	practice	NOUN
gssr-996	19	7	can	can	AUX
gssr-996	19	8	lead	lead	VERB
gssr-996	19	9	to	to	ADP
gssr-996	19	10	improved	improved	ADJ
gssr-996	19	11	soil	soil	NOUN
gssr-996	19	12	health	health	NOUN
gssr-996	19	13	,	,	PUNCT
gssr-996	19	14	better	well	ADJ
gssr-996	19	15	water	water	NOUN
gssr-996	19	16	management	management	NOUN
gssr-996	19	17	,	,	PUNCT
gssr-996	19	18	and	and	CCONJ
gssr-996	19	19	increased	increase	VERB
gssr-996	19	20	resilience	resilience	NOUN
gssr-996	19	21	to	to	PART
gssr-996	19	22	climate	climate	NOUN
gssr-996	19	23	variability	variability	NOUN
gssr-996	19	24	(	(	PUNCT
gssr-996	19	25	ojo	ojo	NOUN
gssr-996	19	26	et	et	PROPN
gssr-996	19	27	al	al	PROPN
gssr-996	19	28	.	.	PROPN
gssr-996	19	29	,	,	PUNCT
gssr-996	19	30	2021	2021	NUM
gssr-996	19	31	)	)	PUNCT
gssr-996	19	32	.	.	PUNCT
gssr-996	20	1	furthermore	furthermore	ADV
gssr-996	20	2	,	,	PUNCT
gssr-996	20	3	sustainable	sustainable	ADJ
gssr-996	20	4	agriculture	agriculture	NOUN
gssr-996	20	5	can	can	AUX
gssr-996	20	6	also	also	ADV
gssr-996	20	7	contribute	contribute	VERB
gssr-996	20	8	to	to	ADP
gssr-996	20	9	economic	economic	ADJ
gssr-996	20	10	growth	growth	NOUN
gssr-996	20	11	by	by	ADP
gssr-996	20	12	providing	provide	VERB
gssr-996	20	13	job	job	NOUN
gssr-996	20	14	opportunities	opportunity	NOUN
gssr-996	20	15	,	,	PUNCT
gssr-996	20	16	enhancing	enhance	VERB
gssr-996	20	17	rural	rural	ADJ
gssr-996	20	18	livelihoods	livelihood	NOUN
gssr-996	20	19	,	,	PUNCT
gssr-996	20	20	and	and	CCONJ
gssr-996	20	21	reducing	reduce	VERB
gssr-996	20	22	poverty	poverty	NOUN
gssr-996	20	23	(	(	PUNCT
gssr-996	20	24	adesina	adesina	NOUN
gssr-996	20	25	et	et	PROPN
gssr-996	20	26	al	al	PROPN
gssr-996	20	27	.	.	PROPN
gssr-996	20	28	,	,	PUNCT
gssr-996	20	29	2020	2020	NUM
gssr-996	20	30	)	)	PUNCT
gssr-996	20	31	.	.	PUNCT
gssr-996	21	1	therefore	therefore	ADV
gssr-996	21	2	,	,	PUNCT
gssr-996	21	3	the	the	DET
gssr-996	21	4	integration	integration	NOUN
gssr-996	21	5	of	of	ADP
gssr-996	21	6	innovative	innovative	ADJ
gssr-996	21	7	technologies	technology	NOUN
gssr-996	21	8	,	,	PUNCT
gssr-996	21	9	such	such	ADJ
gssr-996	21	10	as	as	ADP
gssr-996	21	11	artificial	artificial	ADJ
gssr-996	21	12	intelligence	intelligence	NOUN
gssr-996	21	13	(	(	PUNCT
gssr-996	21	14	ai	ai	NOUN
gssr-996	21	15	)	)	PUNCT
gssr-996	21	16	,	,	PUNCT
gssr-996	21	17	is	be	AUX
gssr-996	21	18	crucial	crucial	ADJ
gssr-996	21	19	for	for	ADP
gssr-996	21	20	achieving	achieve	VERB
gssr-996	21	21	these	these	DET
gssr-996	21	22	sustainability	sustainability	NOUN
gssr-996	21	23	goals	goal	NOUN
gssr-996	21	24	in	in	ADP
gssr-996	21	25	the	the	DET
gssr-996	21	26	agricultural	agricultural	ADJ
gssr-996	21	27	sector	sector	NOUN
gssr-996	21	28	.	.	PUNCT
gssr-996	22	1	artificial	artificial	ADJ
gssr-996	22	2	intelligence	intelligence	NOUN
gssr-996	22	3	technologies	technology	NOUN
gssr-996	22	4	have	have	AUX
gssr-996	22	5	emerged	emerge	VERB
gssr-996	22	6	as	as	ADP
gssr-996	22	7	powerful	powerful	ADJ
gssr-996	22	8	tools	tool	NOUN
gssr-996	22	9	capable	capable	ADJ
gssr-996	22	10	of	of	ADP
gssr-996	22	11	revolutionizing	revolutionize	VERB
gssr-996	22	12	modern	modern	ADJ
gssr-996	22	13	farming	farming	NOUN
gssr-996	22	14	practices	practice	NOUN
gssr-996	22	15	.	.	PUNCT
gssr-996	23	1	ai	ai	VERB
gssr-996	23	2	applications	application	NOUN
gssr-996	23	3	in	in	ADP
gssr-996	23	4	agriculture	agriculture	NOUN
gssr-996	23	5	include	include	VERB
gssr-996	23	6	precision	precision	NOUN
gssr-996	23	7	farming	farming	NOUN
gssr-996	23	8	,	,	PUNCT
gssr-996	23	9	autonomous	autonomous	ADJ
gssr-996	23	10	machinery	machinery	NOUN
gssr-996	23	11	,	,	PUNCT
gssr-996	23	12	crop	crop	NOUN
gssr-996	23	13	monitoring	monitoring	NOUN
gssr-996	23	14	systems	system	NOUN
gssr-996	23	15	,	,	PUNCT
gssr-996	23	16	and	and	CCONJ
gssr-996	23	17	predictive	predictive	ADJ
gssr-996	23	18	analytics	analytic	NOUN
gssr-996	23	19	for	for	ADP
gssr-996	23	20	yield	yield	NOUN
gssr-996	23	21	forecasting	forecasting	NOUN
gssr-996	23	22	(	(	PUNCT
gssr-996	23	23	wolfert	wolfert	PROPN
gssr-996	23	24	et	et	PROPN
gssr-996	23	25	al	al	PROPN
gssr-996	23	26	.	.	PROPN
gssr-996	23	27	,	,	PUNCT
gssr-996	23	28	2017	2017	NUM
gssr-996	23	29	)	)	PUNCT
gssr-996	23	30	.	.	PUNCT
gssr-996	24	1	for	for	ADP
gssr-996	24	2	instance	instance	NOUN
gssr-996	24	3	,	,	PUNCT
gssr-996	24	4	precision	precision	NOUN
gssr-996	24	5	agriculture	agriculture	NOUN
gssr-996	24	6	leverages	leverage	NOUN
gssr-996	24	7	ai	ai	VERB
gssr-996	24	8	to	to	PART
gssr-996	24	9	analyze	analyze	VERB
gssr-996	24	10	data	datum	NOUN
gssr-996	24	11	collected	collect	VERB
gssr-996	24	12	from	from	ADP
gssr-996	24	13	various	various	ADJ
gssr-996	24	14	sources	source	NOUN
gssr-996	24	15	,	,	PUNCT
gssr-996	24	16	enabling	enable	VERB
gssr-996	24	17	farmers	farmer	NOUN
gssr-996	24	18	to	to	PART
gssr-996	24	19	make	make	VERB
gssr-996	24	20	informed	informed	ADJ
gssr-996	24	21	decisions	decision	NOUN
gssr-996	24	22	regarding	regard	VERB
gssr-996	24	23	resource	resource	NOUN
gssr-996	24	24	allocation	allocation	NOUN
gssr-996	24	25	,	,	PUNCT
gssr-996	24	26	pest	pest	NOUN
gssr-996	24	27	management	management	NOUN
gssr-996	24	28	,	,	PUNCT
gssr-996	24	29	and	and	CCONJ
gssr-996	24	30	crop	crop	NOUN
gssr-996	24	31	health	health	NOUN
gssr-996	24	32	monitoring	monitoring	NOUN
gssr-996	24	33	(	(	PUNCT
gssr-996	24	34	kamilaris	kamilaris	NOUN
gssr-996	24	35	&	&	CCONJ
gssr-996	24	36	prenafeta	prenafeta	NOUN
gssr-996	24	37	-	-	PUNCT
gssr-996	24	38	boldú	boldú	NOUN
gssr-996	24	39	,	,	PUNCT
gssr-996	24	40	2018	2018	NUM
gssr-996	24	41	)	)	PUNCT
gssr-996	24	42	.	.	PUNCT
gssr-996	25	1	moreover	moreover	ADV
gssr-996	25	2	,	,	PUNCT
gssr-996	25	3	ai	ai	ADJ
gssr-996	25	4	-	-	PUNCT
gssr-996	25	5	driven	drive	VERB
gssr-996	25	6	systems	system	NOUN
gssr-996	25	7	can	can	AUX
gssr-996	25	8	enhance	enhance	VERB
gssr-996	25	9	the	the	DET
gssr-996	25	10	efficiency	efficiency	NOUN
gssr-996	25	11	of	of	ADP
gssr-996	25	12	agricultural	agricultural	ADJ
gssr-996	25	13	operations	operation	NOUN
gssr-996	25	14	by	by	ADP
gssr-996	25	15	automating	automate	VERB
gssr-996	25	16	labor	labor	NOUN
gssr-996	25	17	-	-	PUNCT
gssr-996	25	18	intensive	intensive	ADJ
gssr-996	25	19	tasks	task	NOUN
gssr-996	25	20	and	and	CCONJ
gssr-996	25	21	improving	improve	VERB
gssr-996	25	22	overall	overall	ADJ
gssr-996	25	23	productivity	productivity	NOUN
gssr-996	25	24	(	(	PUNCT
gssr-996	25	25	(	(	PUNCT
gssr-996	25	26	zhang	zhang	X
gssr-996	25	27	,	,	PUNCT
gssr-996	25	28	2022;sullivan	2022;sullivan	PROPN
gssr-996	25	29	et	et	PROPN
gssr-996	25	30	al	al	PROPN
gssr-996	25	31	.	.	PROPN
gssr-996	25	32	,	,	PUNCT
gssr-996	25	33	2020	2020	NUM
gssr-996	25	34	)	)	PUNCT
gssr-996	25	35	.	.	PUNCT
gssr-996	26	1	as	as	SCONJ
gssr-996	26	2	such	such	ADJ
gssr-996	26	3	,	,	PUNCT
gssr-996	26	4	the	the	DET
gssr-996	26	5	adoption	adoption	NOUN
gssr-996	26	6	of	of	ADP
gssr-996	26	7	ai	ai	PROPN
gssr-996	26	8	technologies	technology	NOUN
gssr-996	26	9	in	in	ADP
gssr-996	26	10	nigerian	nigerian	ADJ
gssr-996	26	11	agriculture	agriculture	NOUN
gssr-996	26	12	could	could	AUX
gssr-996	26	13	significantly	significantly	ADV
gssr-996	26	14	contribute	contribute	VERB
gssr-996	26	15	to	to	ADP
gssr-996	26	16	sustainable	sustainable	ADJ
gssr-996	26	17	agricultural	agricultural	ADJ
gssr-996	26	18	transformation	transformation	NOUN
gssr-996	26	19	by	by	ADP
gssr-996	26	20	optimizing	optimize	VERB
gssr-996	26	21	resource	resource	NOUN
gssr-996	26	22	use	use	NOUN
gssr-996	26	23	and	and	CCONJ
gssr-996	26	24	increasing	increase	VERB
gssr-996	26	25	crop	crop	NOUN
gssr-996	26	26	yields	yield	NOUN
gssr-996	26	27	.	.	PUNCT
gssr-996	27	1	this	this	DET
gssr-996	27	2	study	study	NOUN
gssr-996	27	3	aims	aim	VERB
gssr-996	27	4	to	to	PART
gssr-996	27	5	explore	explore	VERB
gssr-996	27	6	the	the	DET
gssr-996	27	7	role	role	NOUN
gssr-996	27	8	of	of	ADP
gssr-996	27	9	ai	ai	VERB
gssr-996	27	10	in	in	ADP
gssr-996	27	11	modern	modern	ADJ
gssr-996	27	12	farming	farming	NOUN
gssr-996	27	13	practices	practice	NOUN
gssr-996	27	14	and	and	CCONJ
gssr-996	27	15	its	its	PRON
gssr-996	27	16	potential	potential	NOUN
gssr-996	27	17	to	to	PART
gssr-996	27	18	facilitate	facilitate	VERB
gssr-996	27	19	sustainable	sustainable	ADJ
gssr-996	27	20	agricultural	agricultural	ADJ
gssr-996	27	21	transformation	transformation	NOUN
gssr-996	27	22	in	in	ADP
gssr-996	27	23	nigeria	nigeria	PROPN
gssr-996	27	24	.	.	PUNCT
gssr-996	28	1	by	by	ADP
gssr-996	28	2	conducting	conduct	VERB
gssr-996	28	3	a	a	DET
gssr-996	28	4	systematic	systematic	ADJ
gssr-996	28	5	literature	literature	NOUN
gssr-996	28	6	review	review	NOUN
gssr-996	28	7	,	,	PUNCT
gssr-996	28	8	the	the	DET
gssr-996	28	9	research	research	NOUN
gssr-996	28	10	will	will	AUX
gssr-996	28	11	identify	identify	VERB
gssr-996	28	12	the	the	DET
gssr-996	28	13	current	current	ADJ
gssr-996	28	14	state	state	NOUN
gssr-996	28	15	of	of	ADP
gssr-996	28	16	ai	ai	PROPN
gssr-996	28	17	applications	application	NOUN
gssr-996	28	18	in	in	ADP
gssr-996	28	19	agriculture	agriculture	NOUN
gssr-996	28	20	,	,	PUNCT
gssr-996	28	21	the	the	DET
gssr-996	28	22	benefits	benefit	NOUN
gssr-996	28	23	its	its	PRON
gssr-996	28	24	provide	provide	NOUN
gssr-996	28	25	,	,	PUNCT
gssr-996	28	26	and	and	CCONJ
gssr-996	28	27	the	the	DET
gssr-996	28	28	barriers	barrier	NOUN
gssr-996	28	29	to	to	ADP
gssr-996	28	30	its	its	PRON
gssr-996	28	31	adoption	adoption	NOUN
gssr-996	28	32	.	.	PUNCT
gssr-996	29	1	ultimately	ultimately	ADV
gssr-996	29	2	,	,	PUNCT
gssr-996	29	3	the	the	DET
gssr-996	29	4	findings	finding	NOUN
gssr-996	29	5	will	will	AUX
gssr-996	29	6	contribute	contribute	VERB
gssr-996	29	7	to	to	ADP
gssr-996	29	8	a	a	DET
gssr-996	29	9	deeper	deep	ADJ
gssr-996	29	10	understanding	understanding	NOUN
gssr-996	29	11	of	of	ADP
gssr-996	29	12	how	how	SCONJ
gssr-996	29	13	ai	ai	NOUN
gssr-996	29	14	can	can	AUX
gssr-996	29	15	be	be	AUX
gssr-996	29	16	leveraged	leverage	VERB
gssr-996	29	17	to	to	PART
gssr-996	29	18	enhance	enhance	VERB
gssr-996	29	19	agricultural	agricultural	ADJ
gssr-996	29	20	sustainability	sustainability	NOUN
gssr-996	29	21	in	in	ADP
gssr-996	29	22	nigeria	nigeria	PROPN
gssr-996	29	23	,	,	PUNCT
gssr-996	29	24	informing	inform	VERB
gssr-996	29	25	policymakers	policymaker	NOUN
gssr-996	29	26	,	,	PUNCT
gssr-996	29	27	researchers	researcher	NOUN
gssr-996	29	28	,	,	PUNCT
gssr-996	29	29	and	and	CCONJ
gssr-996	29	30	practitioners	practitioner	NOUN
gssr-996	29	31	.	.	PUNCT
gssr-996	30	1	moreover	moreover	ADV
gssr-996	30	2	,	,	PUNCT
gssr-996	30	3	to	to	PART
gssr-996	30	4	provide	provide	VERB
gssr-996	30	5	empirical	empirical	ADJ
gssr-996	30	6	and	and	CCONJ
gssr-996	30	7	case	case	NOUN
gssr-996	30	8	studies	study	NOUN
gssr-996	30	9	data	datum	NOUN
gssr-996	30	10	,	,	PUNCT
gssr-996	30	11	ai	ai	VERB
gssr-996	30	12	adoption	adoption	NOUN
gssr-996	30	13	across	across	ADP
gssr-996	30	14	nigerian	nigerian	ADJ
gssr-996	30	15	six	six	NUM
gssr-996	30	16	geopolitical	geopolitical	ADJ
gssr-996	30	17	zones	zone	NOUN
gssr-996	30	18	,	,	PUNCT
gssr-996	30	19	as	as	ADV
gssr-996	30	20	well	well	ADV
gssr-996	30	21	as	as	ADP
gssr-996	30	22	socio	socio	NOUN
gssr-996	30	23	-	-	PUNCT
gssr-996	30	24	economic	economic	ADJ
gssr-996	30	25	classes	class	NOUN
gssr-996	30	26	,	,	PUNCT
gssr-996	30	27	finally	finally	ADV
gssr-996	30	28	,	,	PUNCT
gssr-996	30	29	the	the	DET
gssr-996	30	30	technology	technology	NOUN
gssr-996	30	31	readiness	readiness	NOUN
gssr-996	30	32	for	for	ADP
gssr-996	30	33	ai	ai	PRON
gssr-996	30	34	adoption	adoption	NOUN
gssr-996	30	35	in	in	ADP
gssr-996	30	36	agriculture	agriculture	NOUN
gssr-996	30	37	.	.	PUNCT
gssr-996	31	1	literature	literature	NOUN
gssr-996	31	2	review	review	VERB
gssr-996	31	3	this	this	DET
gssr-996	31	4	literature	literature	NOUN
gssr-996	31	5	review	review	NOUN
gssr-996	31	6	explores	explore	VERB
gssr-996	31	7	the	the	DET
gssr-996	31	8	role	role	NOUN
gssr-996	31	9	of	of	ADP
gssr-996	31	10	artificial	artificial	ADJ
gssr-996	31	11	intelligence	intelligence	NOUN
gssr-996	31	12	(	(	PUNCT
gssr-996	31	13	ai	ai	NOUN
gssr-996	31	14	)	)	PUNCT
gssr-996	31	15	in	in	ADP
gssr-996	31	16	modern	modern	ADJ
gssr-996	31	17	farming	farming	NOUN
gssr-996	31	18	,	,	PUNCT
gssr-996	31	19	particularly	particularly	ADV
gssr-996	31	20	in	in	ADP
gssr-996	31	21	the	the	DET
gssr-996	31	22	context	context	NOUN
gssr-996	31	23	of	of	ADP
gssr-996	31	24	sustainable	sustainable	ADJ
gssr-996	31	25	agricultural	agricultural	ADJ
gssr-996	31	26	transformation	transformation	NOUN
gssr-996	31	27	in	in	ADP
gssr-996	31	28	nigeria	nigeria	PROPN
gssr-996	31	29	.	.	PUNCT
gssr-996	32	1	it	it	PRON
gssr-996	32	2	covers	cover	VERB
gssr-996	32	3	the	the	DET
gssr-996	32	4	historical	historical	ADJ
gssr-996	32	5	context	context	NOUN
gssr-996	32	6	of	of	ADP
gssr-996	32	7	agricultural	agricultural	ADJ
gssr-996	32	8	practices	practice	NOUN
gssr-996	32	9	,	,	PUNCT
gssr-996	32	10	emerging	emerge	VERB
gssr-996	32	11	ai	ai	PROPN
gssr-996	32	12	technologies	technology	NOUN
gssr-996	32	13	,	,	PUNCT
gssr-996	32	14	global	global	ADJ
gssr-996	32	15	perspectives	perspective	NOUN
gssr-996	32	16	on	on	ADP
gssr-996	32	17	ai	ai	VERB
gssr-996	32	18	in	in	ADP
gssr-996	32	19	sustainable	sustainable	ADJ
gssr-996	32	20	farming	farming	NOUN
gssr-996	32	21	,	,	PUNCT
gssr-996	32	22	and	and	CCONJ
gssr-996	32	23	the	the	DET
gssr-996	32	24	current	current	ADJ
gssr-996	32	25	state	state	NOUN
gssr-996	32	26	of	of	ADP
gssr-996	32	27	research	research	NOUN
gssr-996	32	28	in	in	ADP
gssr-996	32	29	nigeria	nigeria	PROPN
gssr-996	32	30	.	.	PUNCT
gssr-996	33	1	historical	historical	ADJ
gssr-996	33	2	context	context	NOUN
gssr-996	33	3	of	of	ADP
gssr-996	33	4	agricultural	agricultural	ADJ
gssr-996	33	5	practices	practice	NOUN
gssr-996	33	6	in	in	ADP
gssr-996	33	7	nigeria	nigeria	PROPN
gssr-996	33	8	agriculture	agriculture	NOUN
gssr-996	33	9	has	have	AUX
gssr-996	33	10	been	be	AUX
gssr-996	33	11	a	a	DET
gssr-996	33	12	cornerstone	cornerstone	NOUN
gssr-996	33	13	of	of	ADP
gssr-996	33	14	nigeria	nigeria	PROPN
gssr-996	33	15	's	's	PART
gssr-996	33	16	economy	economy	NOUN
gssr-996	33	17	,	,	PUNCT
gssr-996	33	18	historically	historically	ADV
gssr-996	33	19	characterized	characterize	VERB
gssr-996	33	20	by	by	ADP
gssr-996	33	21	subsistence	subsistence	NOUN
gssr-996	33	22	farming	farming	NOUN
gssr-996	33	23	practices	practice	NOUN
gssr-996	33	24	.	.	PUNCT
gssr-996	34	1	traditional	traditional	ADJ
gssr-996	34	2	agricultural	agricultural	ADJ
gssr-996	34	3	methods	method	NOUN
gssr-996	34	4	relied	rely	VERB
gssr-996	34	5	heavily	heavily	ADV
gssr-996	34	6	on	on	ADP
gssr-996	34	7	manual	manual	ADJ
gssr-996	34	8	labor	labor	NOUN
gssr-996	34	9	,	,	PUNCT
gssr-996	34	10	indigenous	indigenous	ADJ
gssr-996	34	11	knowledge	knowledge	NOUN
gssr-996	34	12	,	,	PUNCT
gssr-996	34	13	and	and	CCONJ
gssr-996	34	14	local	local	ADJ
gssr-996	34	15	environmental	environmental	ADJ
gssr-996	34	16	conditions	condition	NOUN
gssr-996	34	17	,	,	PUNCT
gssr-996	34	18	which	which	PRON
gssr-996	34	19	often	often	ADV
gssr-996	34	20	resulted	result	VERB
gssr-996	34	21	in	in	ADP
gssr-996	34	22	low	low	ADJ
gssr-996	34	23	productivity	productivity	NOUN
gssr-996	34	24	.	.	PUNCT
gssr-996	35	1	according	accord	VERB
gssr-996	35	2	to	to	ADP
gssr-996	35	3	ogunniyi	ogunniyi	PROPN
gssr-996	35	4	(	(	PUNCT
gssr-996	35	5	2021	2021	NUM
gssr-996	35	6	)	)	PUNCT
gssr-996	35	7	,	,	PUNCT
gssr-996	35	8	the	the	DET
gssr-996	35	9	reliance	reliance	NOUN
gssr-996	35	10	on	on	ADP
gssr-996	35	11	traditional	traditional	ADJ
gssr-996	35	12	practices	practice	NOUN
gssr-996	35	13	has	have	AUX
gssr-996	35	14	made	make	VERB
gssr-996	35	15	farmers	farmer	NOUN
gssr-996	35	16	vulnerable	vulnerable	ADJ
gssr-996	35	17	to	to	ADP
gssr-996	35	18	environmental	environmental	ADJ
gssr-996	35	19	changes	change	NOUN
gssr-996	35	20	such	such	ADJ
gssr-996	35	21	as	as	ADP
gssr-996	35	22	climate	climate	NOUN
gssr-996	35	23	variability	variability	NOUN
gssr-996	35	24	,	,	PUNCT
gssr-996	35	25	pest	pest	VERB
gssr-996	35	26	infestations	infestation	NOUN
gssr-996	35	27	,	,	PUNCT
gssr-996	35	28	and	and	CCONJ
gssr-996	35	29	soil	soil	NOUN
gssr-996	35	30	degradation	degradation	NOUN
gssr-996	35	31	.	.	PUNCT
gssr-996	36	1	over	over	ADP
gssr-996	36	2	the	the	DET
gssr-996	36	3	years	year	NOUN
gssr-996	36	4	,	,	PUNCT
gssr-996	36	5	nigeria	nigeria	PROPN
gssr-996	36	6	's	's	PART
gssr-996	36	7	agricultural	agricultural	ADJ
gssr-996	36	8	sector	sector	NOUN
gssr-996	36	9	has	have	AUX
gssr-996	36	10	faced	face	VERB
gssr-996	36	11	numerous	numerous	ADJ
gssr-996	36	12	challenges	challenge	NOUN
gssr-996	36	13	,	,	PUNCT
gssr-996	36	14	including	include	VERB
gssr-996	36	15	inadequate	inadequate	ADJ
gssr-996	36	16	infrastructure	infrastructure	NOUN
gssr-996	36	17	,	,	PUNCT
gssr-996	36	18	limited	limited	ADJ
gssr-996	36	19	access	access	NOUN
gssr-996	36	20	to	to	ADP
gssr-996	36	21	markets	market	NOUN
gssr-996	36	22	,	,	PUNCT
gssr-996	36	23	and	and	CCONJ
gssr-996	36	24	insufficient	insufficient	ADJ
gssr-996	36	25	technology	technology	NOUN
gssr-996	36	26	adoption	adoption	NOUN
gssr-996	36	27	(	(	PUNCT
gssr-996	36	28	giua	giua	VERB
gssr-996	36	29	et	et	PROPN
gssr-996	36	30	al	al	PROPN
gssr-996	36	31	.	.	PROPN
gssr-996	36	32	,	,	PUNCT
gssr-996	36	33	2020	2020	NUM
gssr-996	36	34	;	;	PUNCT
gssr-996	36	35	ojo	ojo	PROPN
gssr-996	36	36	et	et	PROPN
gssr-996	36	37	al	al	PROPN
gssr-996	36	38	.	.	PROPN
gssr-996	36	39	,	,	PUNCT
gssr-996	36	40	2020	2020	NUM
gssr-996	36	41	)	)	PUNCT
gssr-996	36	42	.	.	PUNCT
gssr-996	37	1	the	the	DET
gssr-996	37	2	introduction	introduction	NOUN
gssr-996	37	3	of	of	ADP
gssr-996	37	4	modern	modern	ADJ
gssr-996	37	5	agricultural	agricultural	ADJ
gssr-996	37	6	techniques	technique	NOUN
gssr-996	37	7	and	and	CCONJ
gssr-996	37	8	technologies	technology	NOUN
gssr-996	37	9	has	have	AUX
gssr-996	37	10	been	be	AUX
gssr-996	37	11	slow	slow	ADJ
gssr-996	37	12	,	,	PUNCT
gssr-996	37	13	but	but	CCONJ
gssr-996	37	14	global	global	ADJ
gssr-996	37	15	sustainability	sustainability	NOUN
gssr-996	37	16	research	research	NOUN
gssr-996	37	17	global	global	ADJ
gssr-996	37	18	scientific	scientific	ADJ
gssr-996	37	19	research	research	NOUN
gssr-996	37	20	97	97	NUM
gssr-996	37	21	recent	recent	ADJ
gssr-996	37	22	trends	trend	NOUN
gssr-996	37	23	indicate	indicate	VERB
gssr-996	37	24	a	a	DET
gssr-996	37	25	shift	shift	NOUN
gssr-996	37	26	towards	towards	ADP
gssr-996	37	27	more	more	ADV
gssr-996	37	28	sustainable	sustainable	ADJ
gssr-996	37	29	practices	practice	NOUN
gssr-996	37	30	.	.	PUNCT
gssr-996	38	1	the	the	DET
gssr-996	38	2	nigerian	nigerian	ADJ
gssr-996	38	3	government	government	NOUN
gssr-996	38	4	has	have	AUX
gssr-996	38	5	recognized	recognize	VERB
gssr-996	38	6	the	the	DET
gssr-996	38	7	need	need	NOUN
gssr-996	38	8	for	for	ADP
gssr-996	38	9	agricultural	agricultural	ADJ
gssr-996	38	10	transformation	transformation	NOUN
gssr-996	38	11	,	,	PUNCT
gssr-996	38	12	aiming	aim	VERB
gssr-996	38	13	to	to	PART
gssr-996	38	14	enhance	enhance	VERB
gssr-996	38	15	productivity	productivity	NOUN
gssr-996	38	16	and	and	CCONJ
gssr-996	38	17	resilience	resilience	NOUN
gssr-996	38	18	against	against	ADP
gssr-996	38	19	climate	climate	NOUN
gssr-996	38	20	change	change	NOUN
gssr-996	38	21	through	through	ADP
gssr-996	38	22	policies	policy	NOUN
gssr-996	38	23	that	that	PRON
gssr-996	38	24	promote	promote	VERB
gssr-996	38	25	technology	technology	NOUN
gssr-996	38	26	adoption	adoption	NOUN
gssr-996	38	27	(	(	PUNCT
gssr-996	38	28	nigerian	nigerian	PROPN
gssr-996	38	29	federal	federal	PROPN
gssr-996	38	30	ministry	ministry	PROPN
gssr-996	38	31	of	of	ADP
gssr-996	38	32	agriculture	agriculture	PROPN
gssr-996	38	33	&	&	CCONJ
gssr-996	38	34	rural	rural	ADJ
gssr-996	38	35	development	development	NOUN
gssr-996	38	36	,	,	PUNCT
gssr-996	38	37	2022	2022	NUM
gssr-996	38	38	)	)	PUNCT
gssr-996	38	39	.	.	PUNCT
gssr-996	39	1	emerging	emerge	VERB
gssr-996	39	2	ai	ai	PROPN
gssr-996	39	3	technologies	technology	NOUN
gssr-996	39	4	in	in	ADP
gssr-996	39	5	agriculture	agriculture	NOUN
gssr-996	39	6	emerging	emerge	VERB
gssr-996	39	7	ai	ai	PROPN
gssr-996	39	8	technologies	technology	NOUN
gssr-996	39	9	are	be	AUX
gssr-996	39	10	revolutionizing	revolutionize	VERB
gssr-996	39	11	agricultural	agricultural	ADJ
gssr-996	39	12	practices	practice	NOUN
gssr-996	39	13	by	by	ADP
gssr-996	39	14	providing	provide	VERB
gssr-996	39	15	tools	tool	NOUN
gssr-996	39	16	for	for	ADP
gssr-996	39	17	real	real	ADJ
gssr-996	39	18	-	-	PUNCT
gssr-996	39	19	time	time	NOUN
gssr-996	39	20	monitoring	monitoring	NOUN
gssr-996	39	21	,	,	PUNCT
gssr-996	39	22	predictive	predictive	ADJ
gssr-996	39	23	analytics	analytic	NOUN
gssr-996	39	24	,	,	PUNCT
gssr-996	39	25	and	and	CCONJ
gssr-996	39	26	automated	automate	VERB
gssr-996	39	27	decision	decision	NOUN
gssr-996	39	28	-	-	PUNCT
gssr-996	39	29	making	making	NOUN
gssr-996	39	30	.	.	PUNCT
gssr-996	40	1	technologies	technology	NOUN
gssr-996	40	2	such	such	ADJ
gssr-996	40	3	as	as	ADP
gssr-996	40	4	machine	machine	NOUN
gssr-996	40	5	learning	learning	NOUN
gssr-996	40	6	,	,	PUNCT
gssr-996	40	7	computer	computer	NOUN
gssr-996	40	8	vision	vision	NOUN
gssr-996	40	9	,	,	PUNCT
gssr-996	40	10	and	and	CCONJ
gssr-996	40	11	drones	drone	NOUN
gssr-996	40	12	are	be	AUX
gssr-996	40	13	increasingly	increasingly	ADV
gssr-996	40	14	being	be	AUX
gssr-996	40	15	utilized	utilize	VERB
gssr-996	40	16	to	to	PART
gssr-996	40	17	optimize	optimize	VERB
gssr-996	40	18	farming	farming	NOUN
gssr-996	40	19	operations	operation	NOUN
gssr-996	40	20	.	.	PUNCT
gssr-996	41	1	for	for	ADP
gssr-996	41	2	instance	instance	NOUN
gssr-996	41	3	,	,	PUNCT
gssr-996	41	4	ai	ai	VERB
gssr-996	41	5	algorithms	algorithm	NOUN
gssr-996	41	6	can	can	AUX
gssr-996	41	7	analyze	analyze	VERB
gssr-996	41	8	data	datum	NOUN
gssr-996	41	9	from	from	ADP
gssr-996	41	10	soil	soil	NOUN
gssr-996	41	11	sensors	sensor	NOUN
gssr-996	41	12	,	,	PUNCT
gssr-996	41	13	weather	weather	NOUN
gssr-996	41	14	forecasts	forecast	NOUN
gssr-996	41	15	,	,	PUNCT
gssr-996	41	16	and	and	CCONJ
gssr-996	41	17	satellite	satellite	NOUN
gssr-996	41	18	imagery	imagery	NOUN
gssr-996	41	19	to	to	PART
gssr-996	41	20	determine	determine	VERB
gssr-996	41	21	optimal	optimal	ADJ
gssr-996	41	22	planting	planting	NOUN
gssr-996	41	23	schedules	schedule	NOUN
gssr-996	41	24	and	and	CCONJ
gssr-996	41	25	manage	manage	VERB
gssr-996	41	26	irrigation	irrigation	NOUN
gssr-996	41	27	efficiently	efficiently	ADV
gssr-996	41	28	(	(	PUNCT
gssr-996	41	29	kumar	kumar	PROPN
gssr-996	41	30	et	et	PROPN
gssr-996	41	31	al	al	PROPN
gssr-996	41	32	.	.	PROPN
gssr-996	41	33	,	,	PUNCT
gssr-996	41	34	2022	2022	NUM
gssr-996	41	35	)	)	PUNCT
gssr-996	41	36	.	.	PUNCT
gssr-996	42	1	a	a	DET
gssr-996	42	2	study	study	NOUN
gssr-996	42	3	by	by	ADP
gssr-996	42	4	adebayo	adebayo	PROPN
gssr-996	42	5	et	et	PROPN
gssr-996	42	6	al	al	PROPN
gssr-996	42	7	.	.	PROPN
gssr-996	42	8	(	(	PUNCT
gssr-996	42	9	2023	2023	NUM
gssr-996	42	10	)	)	PUNCT
gssr-996	42	11	shows	show	VERB
gssr-996	42	12	that	that	SCONJ
gssr-996	42	13	ai	ai	NOUN
gssr-996	42	14	-	-	PUNCT
gssr-996	42	15	driven	drive	VERB
gssr-996	42	16	precision	precision	NOUN
gssr-996	42	17	agriculture	agriculture	NOUN
gssr-996	42	18	can	can	AUX
gssr-996	42	19	significantly	significantly	ADV
gssr-996	42	20	enhance	enhance	VERB
gssr-996	42	21	crop	crop	NOUN
gssr-996	42	22	yields	yield	NOUN
gssr-996	42	23	while	while	SCONJ
gssr-996	42	24	reducing	reduce	VERB
gssr-996	42	25	resource	resource	NOUN
gssr-996	42	26	wastage	wastage	NOUN
gssr-996	42	27	.	.	PUNCT
gssr-996	43	1	the	the	DET
gssr-996	43	2	integration	integration	NOUN
gssr-996	43	3	of	of	ADP
gssr-996	43	4	ai	ai	NOUN
gssr-996	43	5	in	in	ADP
gssr-996	43	6	agriculture	agriculture	NOUN
gssr-996	43	7	not	not	PART
gssr-996	43	8	only	only	ADV
gssr-996	43	9	improves	improve	VERB
gssr-996	43	10	productivity	productivity	NOUN
gssr-996	43	11	but	but	CCONJ
gssr-996	43	12	also	also	ADV
gssr-996	43	13	promotes	promote	VERB
gssr-996	43	14	sustainable	sustainable	ADJ
gssr-996	43	15	practices	practice	NOUN
gssr-996	43	16	by	by	ADP
gssr-996	43	17	minimizing	minimize	VERB
gssr-996	43	18	the	the	DET
gssr-996	43	19	environmental	environmental	ADJ
gssr-996	43	20	impact	impact	NOUN
gssr-996	43	21	of	of	ADP
gssr-996	43	22	farming	farming	NOUN
gssr-996	43	23	.	.	PUNCT
gssr-996	44	1	for	for	ADP
gssr-996	44	2	example	example	NOUN
gssr-996	44	3	,	,	PUNCT
gssr-996	44	4	ai	ai	VERB
gssr-996	44	5	systems	system	NOUN
gssr-996	44	6	can	can	AUX
gssr-996	44	7	predict	predict	VERB
gssr-996	44	8	pest	pest	NOUN
gssr-996	44	9	outbreaks	outbreak	NOUN
gssr-996	44	10	,	,	PUNCT
gssr-996	44	11	allowing	allow	VERB
gssr-996	44	12	for	for	ADP
gssr-996	44	13	timely	timely	ADJ
gssr-996	44	14	interventions	intervention	NOUN
gssr-996	44	15	that	that	PRON
gssr-996	44	16	reduce	reduce	VERB
gssr-996	44	17	the	the	DET
gssr-996	44	18	need	need	NOUN
gssr-996	44	19	for	for	ADP
gssr-996	44	20	harmful	harmful	ADJ
gssr-996	44	21	pesticides	pesticide	NOUN
gssr-996	44	22	(	(	PUNCT
gssr-996	44	23	singh	singh	PROPN
gssr-996	44	24	et	et	PROPN
gssr-996	44	25	al	al	PROPN
gssr-996	44	26	.	.	PROPN
gssr-996	44	27	,	,	PUNCT
gssr-996	44	28	2021	2021	NUM
gssr-996	44	29	)	)	PUNCT
gssr-996	44	30	.	.	PUNCT
gssr-996	45	1	global	global	ADJ
gssr-996	45	2	perspectives	perspective	NOUN
gssr-996	45	3	on	on	ADP
gssr-996	45	4	ai	ai	VERB
gssr-996	45	5	in	in	ADP
gssr-996	45	6	sustainable	sustainable	ADJ
gssr-996	45	7	farming	farming	NOUN
gssr-996	45	8	globally	globally	ADV
gssr-996	45	9	,	,	PUNCT
gssr-996	45	10	ai	ai	INTJ
gssr-996	45	11	is	be	AUX
gssr-996	45	12	recognized	recognize	VERB
gssr-996	45	13	as	as	ADP
gssr-996	45	14	a	a	DET
gssr-996	45	15	transformative	transformative	ADJ
gssr-996	45	16	force	force	NOUN
gssr-996	45	17	in	in	ADP
gssr-996	45	18	achieving	achieve	VERB
gssr-996	45	19	sustainable	sustainable	ADJ
gssr-996	45	20	agricultural	agricultural	ADJ
gssr-996	45	21	practices	practice	NOUN
gssr-996	45	22	.	.	PUNCT
gssr-996	46	1	countries	country	NOUN
gssr-996	46	2	are	be	AUX
gssr-996	46	3	increasingly	increasingly	ADV
gssr-996	46	4	adopting	adopt	VERB
gssr-996	46	5	ai	ai	ADJ
gssr-996	46	6	-	-	PUNCT
gssr-996	46	7	driven	drive	VERB
gssr-996	46	8	solutions	solution	NOUN
gssr-996	46	9	to	to	PART
gssr-996	46	10	address	address	VERB
gssr-996	46	11	food	food	NOUN
gssr-996	46	12	security	security	NOUN
gssr-996	46	13	challenges	challenge	NOUN
gssr-996	46	14	posed	pose	VERB
gssr-996	46	15	by	by	ADP
gssr-996	46	16	a	a	DET
gssr-996	46	17	growing	grow	VERB
gssr-996	46	18	population	population	NOUN
gssr-996	46	19	and	and	CCONJ
gssr-996	46	20	climate	climate	NOUN
gssr-996	46	21	change	change	NOUN
gssr-996	46	22	.	.	PUNCT
gssr-996	47	1	the	the	DET
gssr-996	47	2	concept	concept	NOUN
gssr-996	47	3	of	of	ADP
gssr-996	47	4	"	"	PUNCT
gssr-996	47	5	smart	smart	ADJ
gssr-996	47	6	farming	farming	NOUN
gssr-996	47	7	,	,	PUNCT
gssr-996	47	8	"	"	PUNCT
gssr-996	47	9	which	which	PRON
gssr-996	47	10	incorporates	incorporate	VERB
gssr-996	47	11	ai	ai	VERB
gssr-996	47	12	,	,	PUNCT
gssr-996	47	13	iot	iot	NOUN
gssr-996	47	14	,	,	PUNCT
gssr-996	47	15	and	and	CCONJ
gssr-996	47	16	robotics	robotic	NOUN
gssr-996	47	17	,	,	PUNCT
gssr-996	47	18	is	be	AUX
gssr-996	47	19	gaining	gain	VERB
gssr-996	47	20	traction	traction	NOUN
gssr-996	47	21	as	as	ADP
gssr-996	47	22	a	a	DET
gssr-996	47	23	means	means	NOUN
gssr-996	47	24	to	to	PART
gssr-996	47	25	secure	secure	VERB
gssr-996	47	26	food	food	NOUN
gssr-996	47	27	production	production	NOUN
gssr-996	47	28	while	while	SCONJ
gssr-996	47	29	ensuring	ensure	VERB
gssr-996	47	30	environmental	environmental	ADJ
gssr-996	47	31	sustainability	sustainability	NOUN
gssr-996	47	32	(	(	PUNCT
gssr-996	47	33	wolfert	wolfert	NOUN
gssr-996	47	34	et	et	PROPN
gssr-996	47	35	al	al	PROPN
gssr-996	47	36	.	.	PROPN
gssr-996	47	37	,	,	PUNCT
gssr-996	47	38	2017	2017	NUM
gssr-996	47	39	)	)	PUNCT
gssr-996	47	40	.	.	PUNCT
gssr-996	48	1	for	for	ADP
gssr-996	48	2	instance	instance	NOUN
gssr-996	48	3	,	,	PUNCT
gssr-996	48	4	in	in	ADP
gssr-996	48	5	developed	develop	VERB
gssr-996	48	6	countries	country	NOUN
gssr-996	48	7	like	like	ADP
gssr-996	48	8	the	the	DET
gssr-996	48	9	united	united	PROPN
gssr-996	48	10	states	states	PROPN
gssr-996	48	11	and	and	CCONJ
gssr-996	48	12	canada	canada	PROPN
gssr-996	48	13	,	,	PUNCT
gssr-996	48	14	ai	ai	AUX
gssr-996	48	15	technologies	technology	NOUN
gssr-996	48	16	are	be	AUX
gssr-996	48	17	being	be	AUX
gssr-996	48	18	employed	employ	VERB
gssr-996	48	19	in	in	ADP
gssr-996	48	20	precision	precision	NOUN
gssr-996	48	21	agriculture	agriculture	NOUN
gssr-996	48	22	to	to	PART
gssr-996	48	23	enhance	enhance	VERB
gssr-996	48	24	resource	resource	NOUN
gssr-996	48	25	allocation	allocation	NOUN
gssr-996	48	26	and	and	CCONJ
gssr-996	48	27	improve	improve	VERB
gssr-996	48	28	crop	crop	NOUN
gssr-996	48	29	management	management	NOUN
gssr-996	48	30	(	(	PUNCT
gssr-996	48	31	zhang	zhang	PROPN
gssr-996	48	32	et	et	PROPN
gssr-996	48	33	al	al	PROPN
gssr-996	48	34	.	.	PROPN
gssr-996	48	35	,	,	PUNCT
gssr-996	48	36	2019	2019	NUM
gssr-996	48	37	)	)	PUNCT
gssr-996	48	38	.	.	PUNCT
gssr-996	49	1	these	these	PRON
gssr-996	49	2	ai	ai	PROPN
gssr-996	49	3	applications	application	NOUN
gssr-996	49	4	contribute	contribute	VERB
gssr-996	49	5	to	to	ADP
gssr-996	49	6	broader	broad	ADJ
gssr-996	49	7	sustainability	sustainability	NOUN
gssr-996	49	8	goals	goal	NOUN
gssr-996	49	9	,	,	PUNCT
gssr-996	49	10	such	such	ADJ
gssr-996	49	11	as	as	ADP
gssr-996	49	12	reducing	reduce	VERB
gssr-996	49	13	greenhouse	greenhouse	NOUN
gssr-996	49	14	gas	gas	NOUN
gssr-996	49	15	emissions	emission	NOUN
gssr-996	49	16	and	and	CCONJ
gssr-996	49	17	conserving	conserve	VERB
gssr-996	49	18	biodiversity	biodiversity	NOUN
gssr-996	49	19	.	.	PUNCT
gssr-996	50	1	such	such	ADJ
gssr-996	50	2	global	global	ADJ
gssr-996	50	3	perspectives	perspective	NOUN
gssr-996	50	4	underscore	underscore	VERB
gssr-996	50	5	the	the	DET
gssr-996	50	6	potential	potential	NOUN
gssr-996	50	7	of	of	ADP
gssr-996	50	8	ai	ai	INTJ
gssr-996	50	9	not	not	PART
gssr-996	50	10	only	only	ADV
gssr-996	50	11	to	to	PART
gssr-996	50	12	increase	increase	VERB
gssr-996	50	13	agricultural	agricultural	ADJ
gssr-996	50	14	productivity	productivity	NOUN
gssr-996	50	15	but	but	CCONJ
gssr-996	50	16	also	also	ADV
gssr-996	50	17	to	to	PART
gssr-996	50	18	contribute	contribute	VERB
gssr-996	50	19	to	to	ADP
gssr-996	50	20	the	the	DET
gssr-996	50	21	sustainability	sustainability	NOUN
gssr-996	50	22	of	of	ADP
gssr-996	50	23	food	food	NOUN
gssr-996	50	24	systems	system	NOUN
gssr-996	50	25	worldwide	worldwide	ADV
gssr-996	50	26	.	.	PUNCT
gssr-996	51	1	current	current	ADJ
gssr-996	51	2	state	state	NOUN
gssr-996	51	3	of	of	ADP
gssr-996	51	4	research	research	NOUN
gssr-996	51	5	in	in	ADP
gssr-996	51	6	nigeria	nigeria	PROPN
gssr-996	51	7	research	research	NOUN
gssr-996	51	8	on	on	ADP
gssr-996	51	9	ai	ai	NOUN
gssr-996	51	10	in	in	ADP
gssr-996	51	11	agriculture	agriculture	NOUN
gssr-996	51	12	within	within	ADP
gssr-996	51	13	nigeria	nigeria	PROPN
gssr-996	51	14	is	be	AUX
gssr-996	51	15	still	still	ADV
gssr-996	51	16	in	in	ADP
gssr-996	51	17	its	its	PRON
gssr-996	51	18	nascent	nascent	ADJ
gssr-996	51	19	stages	stage	NOUN
gssr-996	51	20	,	,	PUNCT
gssr-996	51	21	but	but	CCONJ
gssr-996	51	22	it	it	PRON
gssr-996	51	23	is	be	AUX
gssr-996	51	24	rapidly	rapidly	ADV
gssr-996	51	25	gaining	gain	VERB
gssr-996	51	26	momentum	momentum	NOUN
gssr-996	51	27	.	.	PUNCT
gssr-996	52	1	recent	recent	ADJ
gssr-996	52	2	studies	study	NOUN
gssr-996	52	3	have	have	AUX
gssr-996	52	4	highlighted	highlight	VERB
gssr-996	52	5	the	the	DET
gssr-996	52	6	potential	potential	ADJ
gssr-996	52	7	benefits	benefit	NOUN
gssr-996	52	8	of	of	ADP
gssr-996	52	9	ai	ai	PROPN
gssr-996	52	10	technologies	technology	NOUN
gssr-996	52	11	in	in	ADP
gssr-996	52	12	addressing	address	VERB
gssr-996	52	13	the	the	DET
gssr-996	52	14	challenges	challenge	NOUN
gssr-996	52	15	faced	face	VERB
gssr-996	52	16	by	by	ADP
gssr-996	52	17	nigerian	nigerian	ADJ
gssr-996	52	18	farmers	farmer	NOUN
gssr-996	52	19	,	,	PUNCT
gssr-996	52	20	such	such	ADJ
gssr-996	52	21	as	as	ADP
gssr-996	52	22	low	low	ADJ
gssr-996	52	23	productivity	productivity	NOUN
gssr-996	52	24	and	and	CCONJ
gssr-996	52	25	knowledge	knowledge	NOUN
gssr-996	52	26	gaps	gap	NOUN
gssr-996	52	27	(	(	PUNCT
gssr-996	52	28	abdul	abdul	PROPN
gssr-996	52	29	et	et	PROPN
gssr-996	52	30	al	al	PROPN
gssr-996	52	31	.	.	PROPN
gssr-996	52	32	,	,	PUNCT
gssr-996	52	33	2023	2023	NUM
gssr-996	52	34	)	)	PUNCT
gssr-996	52	35	.	.	PUNCT
gssr-996	53	1	initiatives	initiative	NOUN
gssr-996	53	2	aimed	aim	VERB
gssr-996	53	3	at	at	ADP
gssr-996	53	4	educating	educate	VERB
gssr-996	53	5	farmers	farmer	NOUN
gssr-996	53	6	about	about	ADP
gssr-996	53	7	ai	ai	VERB
gssr-996	53	8	applications	application	NOUN
gssr-996	53	9	and	and	CCONJ
gssr-996	53	10	providing	provide	VERB
gssr-996	53	11	access	access	NOUN
gssr-996	53	12	to	to	ADP
gssr-996	53	13	these	these	DET
gssr-996	53	14	technologies	technology	NOUN
gssr-996	53	15	are	be	AUX
gssr-996	53	16	crucial	crucial	ADJ
gssr-996	53	17	for	for	ADP
gssr-996	53	18	enhancing	enhance	VERB
gssr-996	53	19	agricultural	agricultural	ADJ
gssr-996	53	20	outputs	output	NOUN
gssr-996	53	21	.	.	PUNCT
gssr-996	54	1	furthermore	furthermore	ADV
gssr-996	54	2	,	,	PUNCT
gssr-996	54	3	ongoing	ongoing	ADJ
gssr-996	54	4	research	research	NOUN
gssr-996	54	5	focuses	focus	VERB
gssr-996	54	6	on	on	ADP
gssr-996	54	7	developing	develop	VERB
gssr-996	54	8	ai	ai	PROPN
gssr-996	54	9	solutions	solution	NOUN
gssr-996	54	10	tailored	tailor	VERB
gssr-996	54	11	to	to	ADP
gssr-996	54	12	the	the	DET
gssr-996	54	13	unique	unique	ADJ
gssr-996	54	14	agricultural	agricultural	ADJ
gssr-996	54	15	conditions	condition	NOUN
gssr-996	54	16	in	in	ADP
gssr-996	54	17	nigeria	nigeria	PROPN
gssr-996	54	18	.	.	PUNCT
gssr-996	55	1	for	for	ADP
gssr-996	55	2	instance	instance	NOUN
gssr-996	55	3	,	,	PUNCT
gssr-996	55	4	projects	project	NOUN
gssr-996	55	5	aimed	aim	VERB
gssr-996	55	6	at	at	ADP
gssr-996	55	7	creating	create	VERB
gssr-996	55	8	localized	localize	VERB
gssr-996	55	9	ai	ai	NOUN
gssr-996	55	10	models	model	NOUN
gssr-996	55	11	for	for	ADP
gssr-996	55	12	predicting	predict	VERB
gssr-996	55	13	crop	crop	NOUN
gssr-996	55	14	yields	yield	NOUN
gssr-996	55	15	and	and	CCONJ
gssr-996	55	16	disease	disease	NOUN
gssr-996	55	17	outbreaks	outbreak	NOUN
gssr-996	55	18	are	be	AUX
gssr-996	55	19	being	be	AUX
gssr-996	55	20	explored	explore	VERB
gssr-996	55	21	(	(	PUNCT
gssr-996	55	22	ibrahim	ibrahim	PROPN
gssr-996	55	23	et	et	PROPN
gssr-996	55	24	al	al	PROPN
gssr-996	55	25	.	.	PROPN
gssr-996	55	26	,	,	PUNCT
gssr-996	55	27	2023	2023	NUM
gssr-996	55	28	)	)	PUNCT
gssr-996	55	29	.	.	PUNCT
gssr-996	56	1	as	as	SCONJ
gssr-996	56	2	the	the	DET
gssr-996	56	3	agricultural	agricultural	ADJ
gssr-996	56	4	landscape	landscape	NOUN
gssr-996	56	5	evolves	evolve	VERB
gssr-996	56	6	,	,	PUNCT
gssr-996	56	7	the	the	DET
gssr-996	56	8	integration	integration	NOUN
gssr-996	56	9	of	of	ADP
gssr-996	56	10	ai	ai	NOUN
gssr-996	56	11	is	be	AUX
gssr-996	56	12	expected	expect	VERB
gssr-996	56	13	to	to	PART
gssr-996	56	14	play	play	VERB
gssr-996	56	15	a	a	DET
gssr-996	56	16	pivotal	pivotal	ADJ
gssr-996	56	17	role	role	NOUN
gssr-996	56	18	in	in	ADP
gssr-996	56	19	transforming	transform	VERB
gssr-996	56	20	nigeria	nigeria	PROPN
gssr-996	56	21	's	's	PART
gssr-996	56	22	agricultural	agricultural	ADJ
gssr-996	56	23	sector	sector	NOUN
gssr-996	56	24	into	into	ADP
gssr-996	56	25	a	a	DET
gssr-996	56	26	more	more	ADV
gssr-996	56	27	sustainable	sustainable	ADJ
gssr-996	56	28	and	and	CCONJ
gssr-996	56	29	productive	productive	ADJ
gssr-996	56	30	system	system	NOUN
gssr-996	56	31	.	.	PUNCT
gssr-996	57	1	methodology	methodology	NOUN
gssr-996	57	2	a	a	DET
gssr-996	57	3	semi	semi	ADJ
gssr-996	57	4	-	-	ADJ
gssr-996	57	5	systematic	systematic	ADJ
gssr-996	57	6	literature	literature	NOUN
gssr-996	57	7	review	review	NOUN
gssr-996	57	8	is	be	AUX
gssr-996	57	9	a	a	DET
gssr-996	57	10	research	research	NOUN
gssr-996	57	11	methodology	methodology	NOUN
gssr-996	57	12	that	that	PRON
gssr-996	57	13	combines	combine	VERB
gssr-996	57	14	elements	element	NOUN
gssr-996	57	15	of	of	ADP
gssr-996	57	16	both	both	CCONJ
gssr-996	57	17	systematic	systematic	ADJ
gssr-996	57	18	and	and	CCONJ
gssr-996	57	19	traditional	traditional	ADJ
gssr-996	57	20	literature	literature	NOUN
gssr-996	57	21	reviews	review	NOUN
gssr-996	57	22	.	.	PUNCT
gssr-996	58	1	it	it	PRON
gssr-996	58	2	is	be	AUX
gssr-996	58	3	designed	design	VERB
gssr-996	58	4	to	to	PART
gssr-996	58	5	provide	provide	VERB
gssr-996	58	6	a	a	DET
gssr-996	58	7	comprehensive	comprehensive	ADJ
gssr-996	58	8	overview	overview	NOUN
gssr-996	58	9	of	of	ADP
gssr-996	58	10	existing	exist	VERB
gssr-996	58	11	literature	literature	NOUN
gssr-996	58	12	while	while	SCONJ
gssr-996	58	13	allowing	allow	VERB
gssr-996	58	14	for	for	ADP
gssr-996	58	15	some	some	DET
gssr-996	58	16	flexibility	flexibility	NOUN
gssr-996	58	17	in	in	ADP
gssr-996	58	18	the	the	DET
gssr-996	58	19	selection	selection	NOUN
gssr-996	58	20	and	and	CCONJ
gssr-996	58	21	evaluation	evaluation	NOUN
gssr-996	58	22	of	of	ADP
gssr-996	58	23	sources	source	NOUN
gssr-996	58	24	.	.	PUNCT
gssr-996	59	1	the	the	DET
gssr-996	59	2	primary	primary	ADJ
gssr-996	59	3	purpose	purpose	NOUN
gssr-996	59	4	of	of	ADP
gssr-996	59	5	a	a	DET
gssr-996	59	6	semi	semi	ADJ
gssr-996	59	7	-	-	ADJ
gssr-996	59	8	slr	slr	ADJ
gssr-996	59	9	is	be	AUX
gssr-996	59	10	to	to	PART
gssr-996	59	11	synthesize	synthesize	VERB
gssr-996	59	12	findings	finding	NOUN
gssr-996	59	13	from	from	ADP
gssr-996	59	14	various	various	ADJ
gssr-996	59	15	studies	study	NOUN
gssr-996	59	16	to	to	PART
gssr-996	59	17	identify	identify	VERB
gssr-996	59	18	trends	trend	NOUN
gssr-996	59	19	,	,	PUNCT
gssr-996	59	20	gaps	gap	NOUN
gssr-996	59	21	,	,	PUNCT
gssr-996	59	22	and	and	CCONJ
gssr-996	59	23	insights	insight	NOUN
gssr-996	59	24	related	relate	VERB
gssr-996	59	25	to	to	ADP
gssr-996	59	26	a	a	DET
gssr-996	59	27	specific	specific	ADJ
gssr-996	59	28	research	research	NOUN
gssr-996	59	29	question	question	NOUN
gssr-996	59	30	global	global	ADJ
gssr-996	59	31	sustainability	sustainability	NOUN
gssr-996	59	32	research	research	NOUN
gssr-996	59	33	global	global	ADJ
gssr-996	59	34	scientific	scientific	ADJ
gssr-996	59	35	research	research	NOUN
gssr-996	59	36	98	98	NUM
gssr-996	59	37	(	(	PUNCT
gssr-996	59	38	munn	munn	PROPN
gssr-996	59	39	et	et	PROPN
gssr-996	59	40	al	al	PROPN
gssr-996	59	41	.	.	PROPN
gssr-996	59	42	,	,	PUNCT
gssr-996	59	43	2018	2018	NUM
gssr-996	59	44	)	)	PUNCT
gssr-996	59	45	.	.	PUNCT
gssr-996	60	1	unlike	unlike	ADP
gssr-996	60	2	a	a	DET
gssr-996	60	3	fully	fully	ADV
gssr-996	60	4	systematic	systematic	ADJ
gssr-996	60	5	review	review	NOUN
gssr-996	60	6	,	,	PUNCT
gssr-996	60	7	which	which	PRON
gssr-996	60	8	follows	follow	VERB
gssr-996	60	9	strict	strict	ADJ
gssr-996	60	10	protocols	protocol	NOUN
gssr-996	60	11	for	for	ADP
gssr-996	60	12	study	study	NOUN
gssr-996	60	13	selection	selection	NOUN
gssr-996	60	14	and	and	CCONJ
gssr-996	60	15	data	datum	NOUN
gssr-996	60	16	extraction	extraction	NOUN
gssr-996	60	17	,	,	PUNCT
gssr-996	60	18	a	a	DET
gssr-996	60	19	semi	semi	ADJ
gssr-996	60	20	-	-	ADJ
gssr-996	60	21	slr	slr	ADJ
gssr-996	60	22	allows	allow	VERB
gssr-996	60	23	researchers	researcher	NOUN
gssr-996	60	24	to	to	PART
gssr-996	60	25	be	be	AUX
gssr-996	60	26	more	more	ADV
gssr-996	60	27	exploratory	exploratory	ADJ
gssr-996	60	28	,	,	PUNCT
gssr-996	60	29	accommodating	accommodate	VERB
gssr-996	60	30	diverse	diverse	ADJ
gssr-996	60	31	types	type	NOUN
gssr-996	60	32	of	of	ADP
gssr-996	60	33	literature	literature	NOUN
gssr-996	60	34	,	,	PUNCT
gssr-996	60	35	including	include	VERB
gssr-996	60	36	empirical	empirical	ADJ
gssr-996	60	37	studies	study	NOUN
gssr-996	60	38	,	,	PUNCT
gssr-996	60	39	theoretical	theoretical	ADJ
gssr-996	60	40	papers	paper	NOUN
gssr-996	60	41	,	,	PUNCT
gssr-996	60	42	and	and	CCONJ
gssr-996	60	43	grey	grey	PROPN
gssr-996	60	44	literature	literature	PROPN
gssr-996	60	45	(	(	PUNCT
gssr-996	60	46	peters	peters	PROPN
gssr-996	60	47	et	et	PROPN
gssr-996	60	48	al	al	PROPN
gssr-996	60	49	.	.	PROPN
gssr-996	60	50	,	,	PUNCT
gssr-996	60	51	2015	2015	NUM
gssr-996	60	52	)	)	PUNCT
gssr-996	60	53	.	.	PUNCT
gssr-996	61	1	this	this	DET
gssr-996	61	2	approach	approach	NOUN
gssr-996	61	3	is	be	AUX
gssr-996	61	4	particularly	particularly	ADV
gssr-996	61	5	beneficial	beneficial	ADJ
gssr-996	61	6	in	in	ADP
gssr-996	61	7	rapidly	rapidly	ADV
gssr-996	61	8	evolving	evolve	VERB
gssr-996	61	9	fields	field	NOUN
gssr-996	61	10	such	such	ADJ
gssr-996	61	11	as	as	ADP
gssr-996	61	12	artificial	artificial	ADJ
gssr-996	61	13	intelligence	intelligence	NOUN
gssr-996	61	14	in	in	ADP
gssr-996	61	15	agriculture	agriculture	NOUN
gssr-996	61	16	,	,	PUNCT
gssr-996	61	17	where	where	SCONJ
gssr-996	61	18	new	new	ADJ
gssr-996	61	19	findings	finding	NOUN
gssr-996	61	20	and	and	CCONJ
gssr-996	61	21	technologies	technology	NOUN
gssr-996	61	22	frequently	frequently	ADV
gssr-996	61	23	emerge	emerge	VERB
gssr-996	61	24	.	.	PUNCT
gssr-996	62	1	search	search	NOUN
gssr-996	62	2	strategies	strategy	NOUN
gssr-996	62	3	the	the	DET
gssr-996	62	4	search	search	NOUN
gssr-996	62	5	strategy	strategy	NOUN
gssr-996	62	6	for	for	ADP
gssr-996	62	7	this	this	DET
gssr-996	62	8	semi	semi	ADJ
gssr-996	62	9	-	-	ADJ
gssr-996	62	10	slr	slr	ADJ
gssr-996	62	11	involved	involve	VERB
gssr-996	62	12	a	a	DET
gssr-996	62	13	comprehensive	comprehensive	ADJ
gssr-996	62	14	and	and	CCONJ
gssr-996	62	15	iterative	iterative	NOUN
gssr-996	62	16	process	process	NOUN
gssr-996	62	17	using	use	VERB
gssr-996	62	18	multiple	multiple	ADJ
gssr-996	62	19	academic	academic	ADJ
gssr-996	62	20	databases	database	NOUN
gssr-996	62	21	,	,	PUNCT
gssr-996	62	22	including	include	VERB
gssr-996	62	23	scopus	scopus	NOUN
gssr-996	62	24	,	,	PUNCT
gssr-996	62	25	web	web	NOUN
gssr-996	62	26	of	of	ADP
gssr-996	62	27	science	science	NOUN
gssr-996	62	28	,	,	PUNCT
gssr-996	62	29	and	and	CCONJ
gssr-996	62	30	google	google	PROPN
gssr-996	62	31	scholar	scholar	NOUN
gssr-996	62	32	.	.	PUNCT
gssr-996	63	1	keywords	keyword	NOUN
gssr-996	63	2	and	and	CCONJ
gssr-996	63	3	phrases	phrase	NOUN
gssr-996	63	4	relevant	relevant	ADJ
gssr-996	63	5	to	to	ADP
gssr-996	63	6	the	the	DET
gssr-996	63	7	research	research	NOUN
gssr-996	63	8	topic	topic	NOUN
gssr-996	63	9	,	,	PUNCT
gssr-996	63	10	such	such	ADJ
gssr-996	63	11	as	as	ADP
gssr-996	63	12	(	(	PUNCT
gssr-996	63	13	artificial	artificial	ADJ
gssr-996	63	14	intelligence	intelligence	NOUN
gssr-996	63	15	in	in	ADP
gssr-996	63	16	agriculture	agriculture	NOUN
gssr-996	63	17	,	,	PUNCT
gssr-996	63	18	or	or	CCONJ
gssr-996	63	19	(	(	PUNCT
gssr-996	63	20	ai	ai	INTJ
gssr-996	63	21	applications	application	NOUN
gssr-996	63	22	in	in	ADP
gssr-996	63	23	agriculture	agriculture	NOUN
gssr-996	63	24	,	,	PUNCT
gssr-996	63	25	and	and	CCONJ
gssr-996	63	26	(	(	PUNCT
gssr-996	63	27	sustainable	sustainable	ADJ
gssr-996	63	28	farming	farming	NOUN
gssr-996	63	29	in	in	ADP
gssr-996	63	30	nigeria	nigeria	PROPN
gssr-996	63	31	,	,	PUNCT
gssr-996	63	32	)	)	PUNCT
gssr-996	63	33	)	)	PUNCT
gssr-996	63	34	)	)	PUNCT
gssr-996	63	35	were	be	AUX
gssr-996	63	36	utilized	utilize	VERB
gssr-996	63	37	to	to	PART
gssr-996	63	38	maximize	maximize	VERB
gssr-996	63	39	the	the	DET
gssr-996	63	40	breadth	breadth	NOUN
gssr-996	63	41	of	of	ADP
gssr-996	63	42	literature	literature	NOUN
gssr-996	63	43	retrieved	retrieve	VERB
gssr-996	63	44	(	(	PUNCT
gssr-996	63	45	higgins	higgins	PROPN
gssr-996	63	46	&	&	CCONJ
gssr-996	63	47	green	green	NOUN
gssr-996	63	48	,	,	PUNCT
gssr-996	63	49	2011	2011	NUM
gssr-996	63	50	)	)	PUNCT
gssr-996	63	51	.	.	PUNCT
gssr-996	64	1	boolean	boolean	ADJ
gssr-996	64	2	operators	operator	NOUN
gssr-996	64	3	(	(	PUNCT
gssr-996	64	4	and	and	CCONJ
gssr-996	64	5	,	,	PUNCT
gssr-996	64	6	or	or	CCONJ
gssr-996	64	7	)	)	PUNCT
gssr-996	64	8	were	be	AUX
gssr-996	64	9	employed	employ	VERB
gssr-996	64	10	to	to	PART
gssr-996	64	11	refine	refine	VERB
gssr-996	64	12	searches	search	NOUN
gssr-996	64	13	,	,	PUNCT
gssr-996	64	14	allowing	allow	VERB
gssr-996	64	15	for	for	ADP
gssr-996	64	16	a	a	DET
gssr-996	64	17	combination	combination	NOUN
gssr-996	64	18	of	of	ADP
gssr-996	64	19	terms	term	NOUN
gssr-996	64	20	that	that	PRON
gssr-996	64	21	targeted	target	VERB
gssr-996	64	22	specific	specific	ADJ
gssr-996	64	23	aspects	aspect	NOUN
gssr-996	64	24	of	of	ADP
gssr-996	64	25	ai	ai	ADJ
gssr-996	64	26	and	and	CCONJ
gssr-996	64	27	sustainable	sustainable	ADJ
gssr-996	64	28	agriculture	agriculture	NOUN
gssr-996	64	29	.	.	PUNCT
gssr-996	65	1	additionally	additionally	ADV
gssr-996	65	2	,	,	PUNCT
gssr-996	65	3	the	the	DET
gssr-996	65	4	search	search	NOUN
gssr-996	65	5	included	include	VERB
gssr-996	65	6	recent	recent	ADJ
gssr-996	65	7	publications	publication	NOUN
gssr-996	65	8	from	from	ADP
gssr-996	65	9	the	the	DET
gssr-996	65	10	last	last	ADJ
gssr-996	65	11	ten	ten	NUM
gssr-996	65	12	years	year	NOUN
gssr-996	65	13	to	to	PART
gssr-996	65	14	ensure	ensure	VERB
gssr-996	65	15	the	the	DET
gssr-996	65	16	review	review	NOUN
gssr-996	65	17	reflected	reflect	VERB
gssr-996	65	18	the	the	DET
gssr-996	65	19	most	most	ADV
gssr-996	65	20	current	current	ADJ
gssr-996	65	21	advancements	advancement	NOUN
gssr-996	65	22	and	and	CCONJ
gssr-996	65	23	challenges	challenge	NOUN
gssr-996	65	24	in	in	ADP
gssr-996	65	25	the	the	DET
gssr-996	65	26	field	field	NOUN
gssr-996	65	27	(	(	PUNCT
gssr-996	65	28	khalil	khalil	PROPN
gssr-996	65	29	et	et	PROPN
gssr-996	65	30	al	al	PROPN
gssr-996	65	31	.	.	PROPN
gssr-996	65	32	,	,	PUNCT
gssr-996	65	33	2020	2020	NUM
gssr-996	65	34	)	)	PUNCT
gssr-996	65	35	.	.	PUNCT
gssr-996	66	1	figure	figure	NOUN
gssr-996	66	2	1	1	NUM
gssr-996	66	3	.	.	PUNCT
gssr-996	66	4	reputable	reputable	ADJ
gssr-996	66	5	academic	academic	ADJ
gssr-996	66	6	databases	database	NOUN
gssr-996	66	7	inclusion	inclusion	NOUN
gssr-996	66	8	and	and	CCONJ
gssr-996	66	9	exclusion	exclusion	NOUN
gssr-996	66	10	criteria	criterion	NOUN
gssr-996	66	11	to	to	PART
gssr-996	66	12	ensure	ensure	VERB
gssr-996	66	13	the	the	DET
gssr-996	66	14	relevance	relevance	NOUN
gssr-996	66	15	and	and	CCONJ
gssr-996	66	16	quality	quality	NOUN
gssr-996	66	17	of	of	ADP
gssr-996	66	18	the	the	DET
gssr-996	66	19	literature	literature	NOUN
gssr-996	66	20	reviewed	review	VERB
gssr-996	66	21	,	,	PUNCT
gssr-996	66	22	specific	specific	ADJ
gssr-996	66	23	inclusion	inclusion	NOUN
gssr-996	66	24	and	and	CCONJ
gssr-996	66	25	exclusion	exclusion	NOUN
gssr-996	66	26	criteria	criterion	NOUN
gssr-996	66	27	were	be	AUX
gssr-996	66	28	established	establish	VERB
gssr-996	66	29	.	.	PUNCT
gssr-996	67	1	studies	study	NOUN
gssr-996	67	2	excluded	exclude	VERB
gssr-996	67	3	or	or	CCONJ
gssr-996	67	4	included	include	VERB
gssr-996	67	5	in	in	ADP
gssr-996	67	6	the	the	DET
gssr-996	67	7	review	review	NOUN
gssr-996	67	8	were	be	AUX
gssr-996	67	9	required	require	VERB
gssr-996	67	10	to	to	PART
gssr-996	67	11	meet	meet	VERB
gssr-996	67	12	the	the	DET
gssr-996	67	13	following	follow	VERB
gssr-996	67	14	criteria	criterion	NOUN
gssr-996	67	15	as	as	SCONJ
gssr-996	67	16	shown	show	VERB
gssr-996	67	17	in	in	ADP
gssr-996	67	18	table	table	NOUN
gssr-996	67	19	1	1	NUM
gssr-996	67	20	.	.	PUNCT
gssr-996	67	21	table	table	NOUN
gssr-996	67	22	1	1	NUM
gssr-996	67	23	.	.	X
gssr-996	67	24	inclusion	inclusion	NOUN
gssr-996	67	25	and	and	CCONJ
gssr-996	67	26	exclusion	exclusion	NOUN
gssr-996	67	27	criteria	criterion	NOUN
gssr-996	67	28	inclusion	inclusion	NOUN
gssr-996	67	29	criteria	criterion	NOUN
gssr-996	67	30	exclusion	exclusion	NOUN
gssr-996	67	31	criteria	criterion	NOUN
gssr-996	67	32	it	it	PRON
gssr-996	67	33	must	must	AUX
gssr-996	67	34	focus	focus	VERB
gssr-996	67	35	on	on	ADP
gssr-996	67	36	the	the	DET
gssr-996	67	37	application	application	NOUN
gssr-996	67	38	of	of	ADP
gssr-996	67	39	ai	ai	PROPN
gssr-996	67	40	technologies	technology	NOUN
gssr-996	67	41	in	in	ADP
gssr-996	67	42	agriculture	agriculture	NOUN
gssr-996	67	43	specifically	specifically	ADV
gssr-996	67	44	within	within	ADP
gssr-996	67	45	the	the	DET
gssr-996	67	46	context	context	NOUN
gssr-996	67	47	of	of	ADP
gssr-996	67	48	nigeria	nigeria	PROPN
gssr-996	67	49	or	or	CCONJ
gssr-996	67	50	similar	similar	ADJ
gssr-996	67	51	developing	develop	VERB
gssr-996	67	52	countries	country	NOUN
gssr-996	67	53	.	.	PUNCT
gssr-996	68	1	studies	study	NOUN
gssr-996	68	2	were	be	AUX
gssr-996	68	3	excluded	exclude	VERB
gssr-996	68	4	if	if	SCONJ
gssr-996	68	5	it	it	PRON
gssr-996	68	6	did	do	AUX
gssr-996	68	7	not	not	PART
gssr-996	68	8	pertain	pertain	VERB
gssr-996	68	9	to	to	PART
gssr-996	68	10	ai	ai	VERB
gssr-996	68	11	,	,	PUNCT
gssr-996	68	12	were	be	AUX
gssr-996	68	13	not	not	PART
gssr-996	68	14	related	relate	VERB
gssr-996	68	15	to	to	ADP
gssr-996	68	16	agriculture	agriculture	NOUN
gssr-996	68	17	,	,	PUNCT
gssr-996	68	18	or	or	CCONJ
gssr-996	68	19	were	be	AUX
gssr-996	68	20	published	publish	VERB
gssr-996	68	21	before	before	ADP
gssr-996	68	22	2015	2015	NUM
gssr-996	68	23	.	.	PUNCT
gssr-996	69	1	it	it	PRON
gssr-996	69	2	must	must	AUX
gssr-996	69	3	be	be	AUX
gssr-996	69	4	peer	peer	NOUN
gssr-996	69	5	-	-	PUNCT
gssr-996	69	6	reviewed	review	VERB
gssr-996	69	7	articles	article	NOUN
gssr-996	69	8	,	,	PUNCT
gssr-996	69	9	conference	conference	NOUN
gssr-996	69	10	papers	paper	NOUN
gssr-996	69	11	,	,	PUNCT
gssr-996	69	12	or	or	CCONJ
gssr-996	69	13	credible	credible	ADJ
gssr-996	69	14	grey	grey	ADJ
gssr-996	69	15	literature	literature	NOUN
gssr-996	69	16	published	publish	VERB
gssr-996	69	17	within	within	ADP
gssr-996	69	18	the	the	DET
gssr-996	69	19	last	last	ADJ
gssr-996	69	20	decade	decade	NOUN
gssr-996	69	21	literature	literature	NOUN
gssr-996	69	22	that	that	PRON
gssr-996	69	23	lacked	lack	VERB
gssr-996	69	24	rigor	rigor	NOUN
gssr-996	69	25	or	or	CCONJ
gssr-996	69	26	was	be	AUX
gssr-996	69	27	not	not	PART
gssr-996	69	28	peerreviewed	peerreviewe	VERB
gssr-996	69	29	was	be	AUX
gssr-996	69	30	also	also	ADV
gssr-996	69	31	excluded	exclude	VERB
gssr-996	69	32	to	to	PART
gssr-996	69	33	maintain	maintain	VERB
gssr-996	69	34	the	the	DET
gssr-996	69	35	integrity	integrity	NOUN
gssr-996	69	36	of	of	ADP
gssr-996	69	37	the	the	DET
gssr-996	69	38	review	review	NOUN
gssr-996	69	39	it	it	PRON
gssr-996	69	40	must	must	AUX
gssr-996	69	41	provide	provide	VERB
gssr-996	69	42	empirical	empirical	ADJ
gssr-996	69	43	data	datum	NOUN
gssr-996	69	44	or	or	CCONJ
gssr-996	69	45	substantial	substantial	ADJ
gssr-996	69	46	theoretical	theoretical	ADJ
gssr-996	69	47	insights	insight	NOUN
gssr-996	69	48	relevant	relevant	ADJ
gssr-996	69	49	to	to	ADP
gssr-996	69	50	sustainable	sustainable	VERB
gssr-996	69	51	agricultural	agricultural	ADJ
gssr-996	69	52	transformation	transformation	NOUN
gssr-996	69	53	literature	literature	NOUN
gssr-996	69	54	that	that	PRON
gssr-996	69	55	failed	fail	VERB
gssr-996	69	56	to	to	PART
gssr-996	69	57	provide	provide	VERB
gssr-996	69	58	empirical	empirical	ADJ
gssr-996	69	59	data	datum	NOUN
gssr-996	69	60	or	or	CCONJ
gssr-996	69	61	substantial	substantial	ADJ
gssr-996	69	62	theoretical	theoretical	ADJ
gssr-996	69	63	insights	insight	NOUN
gssr-996	69	64	relevant	relevant	ADJ
gssr-996	69	65	to	to	ADP
gssr-996	69	66	sustainable	sustainable	ADJ
gssr-996	69	67	agricultural	agricultural	ADJ
gssr-996	69	68	transformation	transformation	NOUN
gssr-996	69	69	6	6	NUM
gssr-996	69	70	6	6	NUM
gssr-996	69	71	8	8	NUM
gssr-996	69	72	0	0	NUM
gssr-996	69	73	1	1	NUM
gssr-996	69	74	2	2	NUM
gssr-996	69	75	3	3	NUM
gssr-996	69	76	4	4	NUM
gssr-996	69	77	5	5	NUM
gssr-996	69	78	6	6	NUM
gssr-996	69	79	7	7	NUM
gssr-996	69	80	8	8	NUM
gssr-996	69	81	9	9	NUM
gssr-996	69	82	scopus	scopus	NOUN
gssr-996	69	83	web	web	NOUN
gssr-996	69	84	of	of	ADP
gssr-996	69	85	sciences	science	NOUN
gssr-996	69	86	google	google	PROPN
gssr-996	69	87	scholar	scholar	NOUN
gssr-996	69	88	global	global	ADJ
gssr-996	69	89	sustainability	sustainability	NOUN
gssr-996	69	90	research	research	NOUN
gssr-996	69	91	global	global	ADJ
gssr-996	69	92	scientific	scientific	ADJ
gssr-996	69	93	research	research	NOUN
gssr-996	69	94	99	99	NUM
gssr-996	69	95	data	datum	NOUN
gssr-996	69	96	extraction	extraction	NOUN
gssr-996	69	97	and	and	CCONJ
gssr-996	69	98	synthesis	synthesis	NOUN
gssr-996	69	99	techniques	technique	NOUN
gssr-996	69	100	data	datum	NOUN
gssr-996	69	101	extraction	extraction	NOUN
gssr-996	69	102	involved	involve	VERB
gssr-996	69	103	systematically	systematically	ADV
gssr-996	69	104	cataloging	catalog	VERB
gssr-996	69	105	information	information	NOUN
gssr-996	69	106	from	from	ADP
gssr-996	69	107	the	the	DET
gssr-996	69	108	selected	select	VERB
gssr-996	69	109	studies	study	NOUN
gssr-996	69	110	,	,	PUNCT
gssr-996	69	111	including	include	VERB
gssr-996	69	112	authorship	authorship	NOUN
gssr-996	69	113	,	,	PUNCT
gssr-996	69	114	publication	publication	NOUN
gssr-996	69	115	year	year	NOUN
gssr-996	69	116	,	,	PUNCT
gssr-996	69	117	study	study	NOUN
gssr-996	69	118	design	design	NOUN
gssr-996	69	119	,	,	PUNCT
gssr-996	69	120	key	key	ADJ
gssr-996	69	121	findings	finding	NOUN
gssr-996	69	122	,	,	PUNCT
gssr-996	69	123	and	and	CCONJ
gssr-996	69	124	relevant	relevant	ADJ
gssr-996	69	125	methodologies	methodology	NOUN
gssr-996	69	126	.	.	PUNCT
gssr-996	70	1	a	a	DET
gssr-996	70	2	standardized	standardized	ADJ
gssr-996	70	3	extraction	extraction	NOUN
gssr-996	70	4	form	form	NOUN
gssr-996	70	5	was	be	AUX
gssr-996	70	6	developed	develop	VERB
gssr-996	70	7	to	to	PART
gssr-996	70	8	facilitate	facilitate	VERB
gssr-996	70	9	consistency	consistency	NOUN
gssr-996	70	10	and	and	CCONJ
gssr-996	70	11	accuracy	accuracy	NOUN
gssr-996	70	12	(	(	PUNCT
gssr-996	70	13	higgins	higgins	PROPN
gssr-996	70	14	&	&	CCONJ
gssr-996	70	15	green	green	NOUN
gssr-996	70	16	,	,	PUNCT
gssr-996	70	17	2011	2011	NUM
gssr-996	70	18	)	)	PUNCT
gssr-996	70	19	.	.	PUNCT
gssr-996	71	1	following	follow	VERB
gssr-996	71	2	extraction	extraction	NOUN
gssr-996	71	3	,	,	PUNCT
gssr-996	71	4	the	the	DET
gssr-996	71	5	synthesized	synthesize	VERB
gssr-996	71	6	data	datum	NOUN
gssr-996	71	7	were	be	AUX
gssr-996	71	8	analyzed	analyze	VERB
gssr-996	71	9	qualitatively	qualitatively	ADV
gssr-996	71	10	,	,	PUNCT
gssr-996	71	11	employing	employ	VERB
gssr-996	71	12	thematic	thematic	ADJ
gssr-996	71	13	analysis	analysis	NOUN
gssr-996	71	14	to	to	PART
gssr-996	71	15	identify	identify	VERB
gssr-996	71	16	common	common	ADJ
gssr-996	71	17	themes	theme	NOUN
gssr-996	71	18	,	,	PUNCT
gssr-996	71	19	trends	trend	NOUN
gssr-996	71	20	,	,	PUNCT
gssr-996	71	21	and	and	CCONJ
gssr-996	71	22	challenges	challenge	NOUN
gssr-996	71	23	associated	associate	VERB
gssr-996	71	24	with	with	ADP
gssr-996	71	25	the	the	DET
gssr-996	71	26	adoption	adoption	NOUN
gssr-996	71	27	of	of	ADP
gssr-996	71	28	ai	ai	NOUN
gssr-996	71	29	in	in	ADP
gssr-996	71	30	nigerian	nigerian	ADJ
gssr-996	71	31	agriculture	agriculture	NOUN
gssr-996	71	32	.	.	PUNCT
gssr-996	72	1	the	the	DET
gssr-996	72	2	synthesis	synthesis	NOUN
gssr-996	72	3	process	process	NOUN
gssr-996	72	4	also	also	ADV
gssr-996	72	5	involved	involve	VERB
gssr-996	72	6	a	a	DET
gssr-996	72	7	narrative	narrative	ADJ
gssr-996	72	8	approach	approach	NOUN
gssr-996	72	9	to	to	PART
gssr-996	72	10	contextualize	contextualize	VERB
gssr-996	72	11	findings	finding	NOUN
gssr-996	72	12	within	within	ADP
gssr-996	72	13	the	the	DET
gssr-996	72	14	broader	broad	ADJ
gssr-996	72	15	landscape	landscape	NOUN
gssr-996	72	16	of	of	ADP
gssr-996	72	17	sustainable	sustainable	ADJ
gssr-996	72	18	agricultural	agricultural	ADJ
gssr-996	72	19	practices	practice	NOUN
gssr-996	72	20	,	,	PUNCT
gssr-996	72	21	drawing	draw	VERB
gssr-996	72	22	connections	connection	NOUN
gssr-996	72	23	between	between	ADP
gssr-996	72	24	the	the	DET
gssr-996	72	25	literature	literature	NOUN
gssr-996	72	26	and	and	CCONJ
gssr-996	72	27	the	the	DET
gssr-996	72	28	overarching	overarching	ADJ
gssr-996	72	29	research	research	NOUN
gssr-996	72	30	aim	aim	NOUN
gssr-996	72	31	(	(	PUNCT
gssr-996	72	32	thomas	thomas	PROPN
gssr-996	72	33	&	&	CCONJ
gssr-996	72	34	harden	harden	PROPN
gssr-996	72	35	,	,	PUNCT
gssr-996	72	36	2008	2008	NUM
gssr-996	72	37	)	)	PUNCT
gssr-996	72	38	.	.	PUNCT
gssr-996	73	1	this	this	DET
gssr-996	73	2	combination	combination	NOUN
gssr-996	73	3	of	of	ADP
gssr-996	73	4	qualitative	qualitative	ADJ
gssr-996	73	5	and	and	CCONJ
gssr-996	73	6	quantitative	quantitative	ADJ
gssr-996	73	7	synthesis	synthesis	NOUN
gssr-996	73	8	allowed	allow	VERB
gssr-996	73	9	for	for	ADP
gssr-996	73	10	a	a	DET
gssr-996	73	11	comprehensive	comprehensive	ADJ
gssr-996	73	12	understanding	understanding	NOUN
gssr-996	73	13	of	of	ADP
gssr-996	73	14	the	the	DET
gssr-996	73	15	role	role	NOUN
gssr-996	73	16	ai	ai	VERB
gssr-996	73	17	plays	play	NOUN
gssr-996	73	18	in	in	ADP
gssr-996	73	19	transforming	transform	VERB
gssr-996	73	20	agriculture	agriculture	NOUN
gssr-996	73	21	in	in	ADP
gssr-996	73	22	nigeria	nigeria	PROPN
gssr-996	73	23	.	.	PUNCT
gssr-996	74	1	results	result	NOUN
gssr-996	74	2	and	and	CCONJ
gssr-996	74	3	discussion	discussion	NOUN
gssr-996	74	4	overview	overview	NOUN
gssr-996	74	5	of	of	ADP
gssr-996	74	6	ai	ai	ADJ
gssr-996	74	7	applications	application	NOUN
gssr-996	74	8	in	in	ADP
gssr-996	74	9	modern	modern	ADJ
gssr-996	74	10	farming	farming	NOUN
gssr-996	74	11	the	the	DET
gssr-996	74	12	integration	integration	NOUN
gssr-996	74	13	of	of	ADP
gssr-996	74	14	artificial	artificial	ADJ
gssr-996	74	15	intelligence	intelligence	NOUN
gssr-996	74	16	(	(	PUNCT
gssr-996	74	17	ai	ai	NOUN
gssr-996	74	18	)	)	PUNCT
gssr-996	74	19	in	in	ADP
gssr-996	74	20	modern	modern	ADJ
gssr-996	74	21	farming	farming	NOUN
gssr-996	74	22	practices	practice	NOUN
gssr-996	74	23	has	have	AUX
gssr-996	74	24	revolutionized	revolutionize	VERB
gssr-996	74	25	agricultural	agricultural	ADJ
gssr-996	74	26	operations	operation	NOUN
gssr-996	74	27	,	,	PUNCT
gssr-996	74	28	enhancing	enhance	VERB
gssr-996	74	29	efficiency	efficiency	NOUN
gssr-996	74	30	and	and	CCONJ
gssr-996	74	31	sustainability	sustainability	NOUN
gssr-996	74	32	.	.	PUNCT
gssr-996	75	1	this	this	DET
gssr-996	75	2	section	section	NOUN
gssr-996	75	3	discusses	discuss	VERB
gssr-996	75	4	key	key	ADJ
gssr-996	75	5	ai	ai	NOUN
gssr-996	75	6	applications	application	NOUN
gssr-996	75	7	that	that	PRON
gssr-996	75	8	are	be	AUX
gssr-996	75	9	transforming	transform	VERB
gssr-996	75	10	agriculture	agriculture	NOUN
gssr-996	75	11	,	,	PUNCT
gssr-996	75	12	particularly	particularly	ADV
gssr-996	75	13	in	in	ADP
gssr-996	75	14	the	the	DET
gssr-996	75	15	context	context	NOUN
gssr-996	75	16	of	of	ADP
gssr-996	75	17	nigeria	nigeria	PROPN
gssr-996	75	18	.	.	PUNCT
gssr-996	76	1	resource	resource	NOUN
gssr-996	76	2	optimization	optimization	NOUN
gssr-996	76	3	(	(	PUNCT
gssr-996	76	4	water	water	NOUN
gssr-996	76	5	,	,	PUNCT
gssr-996	76	6	fertilizer	fertilizer	NOUN
gssr-996	76	7	,	,	PUNCT
gssr-996	76	8	etc	etc	X
gssr-996	76	9	.	.	X
gssr-996	76	10	)	)	PUNCT
gssr-996	77	1	ai	ai	AUX
gssr-996	77	2	applications	application	NOUN
gssr-996	77	3	also	also	ADV
gssr-996	77	4	play	play	VERB
gssr-996	77	5	a	a	DET
gssr-996	77	6	vital	vital	ADJ
gssr-996	77	7	role	role	NOUN
gssr-996	77	8	in	in	ADP
gssr-996	77	9	optimizing	optimize	VERB
gssr-996	77	10	resource	resource	NOUN
gssr-996	77	11	use	use	NOUN
gssr-996	77	12	in	in	ADP
gssr-996	77	13	agriculture	agriculture	NOUN
gssr-996	77	14	,	,	PUNCT
gssr-996	77	15	particularly	particularly	ADV
gssr-996	77	16	concerning	concern	VERB
gssr-996	77	17	water	water	NOUN
gssr-996	77	18	and	and	CCONJ
gssr-996	77	19	fertilizer	fertilizer	NOUN
gssr-996	77	20	management	management	NOUN
gssr-996	77	21	and	and	CCONJ
gssr-996	77	22	it	it	PRON
gssr-996	77	23	constitutes	constitute	VERB
gssr-996	77	24	40	40	NUM
gssr-996	77	25	%	%	NOUN
gssr-996	77	26	of	of	ADP
gssr-996	77	27	20	20	NUM
gssr-996	77	28	literature	literature	NOUN
gssr-996	77	29	reviewed	review	VERB
gssr-996	77	30	in	in	ADP
gssr-996	77	31	this	this	DET
gssr-996	77	32	study	study	NOUN
gssr-996	77	33	(	(	PUNCT
gssr-996	77	34	see	see	VERB
gssr-996	77	35	figure	figure	NOUN
gssr-996	77	36	2	2	NUM
gssr-996	77	37	)	)	PUNCT
gssr-996	77	38	.	.	PUNCT
gssr-996	78	1	smart	smart	ADJ
gssr-996	78	2	irrigation	irrigation	NOUN
gssr-996	78	3	systems	system	NOUN
gssr-996	78	4	powered	power	VERB
gssr-996	78	5	by	by	ADP
gssr-996	78	6	ai	ai	NOUN
gssr-996	78	7	can	can	AUX
gssr-996	78	8	analyze	analyze	VERB
gssr-996	78	9	weather	weather	NOUN
gssr-996	78	10	forecasts	forecast	NOUN
gssr-996	78	11	,	,	PUNCT
gssr-996	78	12	soil	soil	NOUN
gssr-996	78	13	moisture	moisture	NOUN
gssr-996	78	14	levels	level	NOUN
gssr-996	78	15	,	,	PUNCT
gssr-996	78	16	and	and	CCONJ
gssr-996	78	17	crop	crop	NOUN
gssr-996	78	18	water	water	NOUN
gssr-996	78	19	requirements	requirement	NOUN
gssr-996	78	20	to	to	PART
gssr-996	78	21	deliver	deliver	VERB
gssr-996	78	22	precise	precise	ADJ
gssr-996	78	23	amounts	amount	NOUN
gssr-996	78	24	of	of	ADP
gssr-996	78	25	water	water	NOUN
gssr-996	78	26	,	,	PUNCT
gssr-996	78	27	thereby	thereby	ADV
gssr-996	78	28	conserving	conserve	VERB
gssr-996	78	29	this	this	DET
gssr-996	78	30	critical	critical	ADJ
gssr-996	78	31	resource	resource	NOUN
gssr-996	78	32	(	(	PUNCT
gssr-996	78	33	khan	khan	PROPN
gssr-996	78	34	et	et	PROPN
gssr-996	78	35	al	al	PROPN
gssr-996	78	36	.	.	PROPN
gssr-996	78	37	,	,	PUNCT
gssr-996	78	38	2020	2020	NUM
gssr-996	78	39	)	)	PUNCT
gssr-996	78	40	.	.	PUNCT
gssr-996	79	1	similarly	similarly	ADV
gssr-996	79	2	,	,	PUNCT
gssr-996	79	3	ai	ai	AUX
gssr-996	79	4	algorithms	algorithm	NOUN
gssr-996	79	5	can	can	AUX
gssr-996	79	6	optimize	optimize	VERB
gssr-996	79	7	fertilizer	fertilizer	NOUN
gssr-996	79	8	application	application	NOUN
gssr-996	79	9	by	by	ADP
gssr-996	79	10	determining	determine	VERB
gssr-996	79	11	the	the	DET
gssr-996	79	12	right	right	ADJ
gssr-996	79	13	type	type	NOUN
gssr-996	79	14	and	and	CCONJ
gssr-996	79	15	amount	amount	NOUN
gssr-996	79	16	needed	need	VERB
gssr-996	79	17	for	for	ADP
gssr-996	79	18	specific	specific	ADJ
gssr-996	79	19	crops	crop	NOUN
gssr-996	79	20	,	,	PUNCT
gssr-996	79	21	reducing	reduce	VERB
gssr-996	79	22	waste	waste	NOUN
gssr-996	79	23	and	and	CCONJ
gssr-996	79	24	environmental	environmental	ADJ
gssr-996	79	25	impact	impact	NOUN
gssr-996	79	26	(	(	PUNCT
gssr-996	79	27	zhang	zhang	PROPN
gssr-996	79	28	et	et	PROPN
gssr-996	79	29	al	al	PROPN
gssr-996	79	30	.	.	PROPN
gssr-996	79	31	,	,	PUNCT
gssr-996	79	32	2020	2020	NUM
gssr-996	79	33	)	)	PUNCT
gssr-996	79	34	.	.	PUNCT
gssr-996	80	1	in	in	ADP
gssr-996	80	2	nigeria	nigeria	PROPN
gssr-996	80	3	,	,	PUNCT
gssr-996	80	4	where	where	SCONJ
gssr-996	80	5	water	water	NOUN
gssr-996	80	6	scarcity	scarcity	NOUN
gssr-996	80	7	and	and	CCONJ
gssr-996	80	8	soil	soil	NOUN
gssr-996	80	9	degradation	degradation	NOUN
gssr-996	80	10	are	be	AUX
gssr-996	80	11	pressing	press	VERB
gssr-996	80	12	issues	issue	NOUN
gssr-996	80	13	,	,	PUNCT
gssr-996	80	14	the	the	DET
gssr-996	80	15	adoption	adoption	NOUN
gssr-996	80	16	of	of	ADP
gssr-996	80	17	ai	ai	ADJ
gssr-996	80	18	-	-	PUNCT
gssr-996	80	19	driven	drive	VERB
gssr-996	80	20	resource	resource	NOUN
gssr-996	80	21	optimization	optimization	NOUN
gssr-996	80	22	techniques	technique	NOUN
gssr-996	80	23	can	can	AUX
gssr-996	80	24	lead	lead	VERB
gssr-996	80	25	to	to	ADP
gssr-996	80	26	more	more	ADV
gssr-996	80	27	sustainable	sustainable	ADJ
gssr-996	80	28	agricultural	agricultural	ADJ
gssr-996	80	29	practices	practice	NOUN
gssr-996	80	30	and	and	CCONJ
gssr-996	80	31	improved	improve	VERB
gssr-996	80	32	resilience	resilience	NOUN
gssr-996	80	33	to	to	ADP
gssr-996	80	34	climate	climate	NOUN
gssr-996	80	35	change	change	NOUN
gssr-996	80	36	.	.	PUNCT
gssr-996	81	1	crop	crop	NOUN
gssr-996	81	2	monitoring	monitoring	NOUN
gssr-996	81	3	and	and	CCONJ
gssr-996	81	4	management	management	NOUN
gssr-996	81	5	ai	ai	AUX
gssr-996	81	6	-	-	PUNCT
gssr-996	81	7	driven	drive	VERB
gssr-996	81	8	crop	crop	NOUN
gssr-996	81	9	monitoring	monitoring	NOUN
gssr-996	81	10	systems	system	NOUN
gssr-996	81	11	utilize	utilize	VERB
gssr-996	81	12	remote	remote	ADJ
gssr-996	81	13	sensing	sensing	NOUN
gssr-996	81	14	technologies	technology	NOUN
gssr-996	81	15	and	and	CCONJ
gssr-996	81	16	data	datum	NOUN
gssr-996	81	17	analytics	analytic	NOUN
gssr-996	81	18	to	to	PART
gssr-996	81	19	track	track	VERB
gssr-996	81	20	crop	crop	NOUN
gssr-996	81	21	growth	growth	NOUN
gssr-996	81	22	and	and	CCONJ
gssr-996	81	23	health	health	NOUN
gssr-996	81	24	in	in	ADP
gssr-996	81	25	real	real	ADJ
gssr-996	81	26	-	-	PUNCT
gssr-996	81	27	time	time	NOUN
gssr-996	81	28	(	(	PUNCT
gssr-996	81	29	fang	fang	X
gssr-996	81	30	&	&	CCONJ
gssr-996	81	31	su	su	PROPN
gssr-996	81	32	,	,	PUNCT
gssr-996	81	33	2021	2021	NUM
gssr-996	81	34	)	)	PUNCT
gssr-996	81	35	.	.	PUNCT
gssr-996	82	1	as	as	SCONJ
gssr-996	82	2	shown	show	VERB
gssr-996	82	3	in	in	ADP
gssr-996	82	4	figure	figure	NOUN
gssr-996	82	5	2	2	NUM
gssr-996	82	6	,	,	PUNCT
gssr-996	82	7	it	it	PRON
gssr-996	82	8	constitutes	constitute	VERB
gssr-996	82	9	35	35	NUM
gssr-996	82	10	%	%	NOUN
gssr-996	82	11	of	of	ADP
gssr-996	82	12	20	20	NUM
gssr-996	82	13	literature	literature	NOUN
gssr-996	82	14	used	use	VERB
gssr-996	82	15	in	in	ADP
gssr-996	82	16	this	this	DET
gssr-996	82	17	study	study	NOUN
gssr-996	82	18	.	.	PUNCT
gssr-996	83	1	these	these	DET
gssr-996	83	2	systems	system	NOUN
gssr-996	83	3	can	can	AUX
gssr-996	83	4	detect	detect	VERB
gssr-996	83	5	variations	variation	NOUN
gssr-996	83	6	in	in	ADP
gssr-996	83	7	crop	crop	NOUN
gssr-996	83	8	conditions	condition	NOUN
gssr-996	83	9	,	,	PUNCT
gssr-996	83	10	such	such	ADJ
gssr-996	83	11	as	as	ADP
gssr-996	83	12	nutrient	nutrient	ADJ
gssr-996	83	13	deficiencies	deficiency	NOUN
gssr-996	83	14	or	or	CCONJ
gssr-996	83	15	water	water	NOUN
gssr-996	83	16	stress	stress	NOUN
gssr-996	83	17	,	,	PUNCT
gssr-996	83	18	allowing	allow	VERB
gssr-996	83	19	farmers	farmer	NOUN
gssr-996	83	20	to	to	PART
gssr-996	83	21	respond	respond	VERB
gssr-996	83	22	promptly	promptly	ADV
gssr-996	83	23	(	(	PUNCT
gssr-996	83	24	zhang	zhang	PROPN
gssr-996	83	25	et	et	PROPN
gssr-996	83	26	al	al	PROPN
gssr-996	83	27	.	.	PROPN
gssr-996	83	28	,	,	PUNCT
gssr-996	83	29	2019	2019	NUM
gssr-996	83	30	)	)	PUNCT
gssr-996	83	31	.	.	PUNCT
gssr-996	84	1	for	for	ADP
gssr-996	84	2	instance	instance	NOUN
gssr-996	84	3	,	,	PUNCT
gssr-996	84	4	ai	ai	VERB
gssr-996	84	5	algorithms	algorithm	NOUN
gssr-996	84	6	can	can	AUX
gssr-996	84	7	analyze	analyze	VERB
gssr-996	84	8	images	image	NOUN
gssr-996	84	9	captured	capture	VERB
gssr-996	84	10	by	by	ADP
gssr-996	84	11	drones	drone	NOUN
gssr-996	84	12	or	or	CCONJ
gssr-996	84	13	satellites	satellite	NOUN
gssr-996	84	14	to	to	PART
gssr-996	84	15	assess	assess	VERB
gssr-996	84	16	crop	crop	NOUN
gssr-996	84	17	vigor	vigor	NOUN
gssr-996	84	18	and	and	CCONJ
gssr-996	84	19	identify	identify	VERB
gssr-996	84	20	areas	area	NOUN
gssr-996	84	21	that	that	PRON
gssr-996	84	22	require	require	VERB
gssr-996	84	23	attention	attention	NOUN
gssr-996	84	24	(	(	PUNCT
gssr-996	84	25	shafique	shafique	NOUN
gssr-996	84	26	et	et	PROPN
gssr-996	84	27	al	al	PROPN
gssr-996	84	28	.	.	PROPN
gssr-996	84	29	,	,	PUNCT
gssr-996	84	30	2020	2020	NUM
gssr-996	84	31	)	)	PUNCT
gssr-996	84	32	.	.	PUNCT
gssr-996	85	1	in	in	ADP
gssr-996	85	2	nigeria	nigeria	PROPN
gssr-996	85	3	,	,	PUNCT
gssr-996	85	4	implementing	implement	VERB
gssr-996	85	5	such	such	ADJ
gssr-996	85	6	monitoring	monitoring	NOUN
gssr-996	85	7	systems	system	NOUN
gssr-996	85	8	can	can	AUX
gssr-996	85	9	significantly	significantly	ADV
gssr-996	85	10	enhance	enhance	VERB
gssr-996	85	11	crop	crop	NOUN
gssr-996	85	12	management	management	NOUN
gssr-996	85	13	practices	practice	NOUN
gssr-996	85	14	,	,	PUNCT
gssr-996	85	15	leading	lead	VERB
gssr-996	85	16	to	to	ADP
gssr-996	85	17	improved	improve	VERB
gssr-996	85	18	productivity	productivity	NOUN
gssr-996	85	19	and	and	CCONJ
gssr-996	85	20	reduced	reduce	VERB
gssr-996	85	21	losses	loss	NOUN
gssr-996	85	22	due	due	ADJ
gssr-996	85	23	to	to	ADP
gssr-996	85	24	pests	pest	NOUN
gssr-996	85	25	or	or	CCONJ
gssr-996	85	26	diseases	disease	NOUN
gssr-996	85	27	.	.	PUNCT
gssr-996	86	1	global	global	ADJ
gssr-996	86	2	sustainability	sustainability	NOUN
gssr-996	86	3	research	research	NOUN
gssr-996	86	4	global	global	ADJ
gssr-996	86	5	scientific	scientific	ADJ
gssr-996	86	6	research	research	NOUN
gssr-996	86	7	100	100	NUM
gssr-996	86	8	figure	figure	NOUN
gssr-996	86	9	2	2	NUM
gssr-996	86	10	.	.	PUNCT
gssr-996	86	11	key	key	ADJ
gssr-996	86	12	ai	ai	PROPN
gssr-996	86	13	application	application	NOUN
gssr-996	86	14	for	for	ADP
gssr-996	86	15	agricultural	agricultural	ADJ
gssr-996	86	16	transformation	transformation	NOUN
gssr-996	86	17	in	in	ADP
gssr-996	86	18	nigeria	nigeria	PROPN
gssr-996	86	19	pest	pest	VERB
gssr-996	86	20	and	and	CCONJ
gssr-996	86	21	disease	disease	NOUN
gssr-996	86	22	detection	detection	NOUN
gssr-996	86	23	figure	figure	NOUN
gssr-996	86	24	2	2	NUM
gssr-996	86	25	illustrated	illustrate	VERB
gssr-996	86	26	14	14	NUM
gssr-996	86	27	%	%	NOUN
gssr-996	86	28	of	of	ADP
gssr-996	86	29	the	the	DET
gssr-996	86	30	20	20	NUM
gssr-996	86	31	literature	literature	NOUN
gssr-996	86	32	revealed	reveal	VERB
gssr-996	86	33	that	that	SCONJ
gssr-996	86	34	the	the	DET
gssr-996	86	35	early	early	ADJ
gssr-996	86	36	detection	detection	NOUN
gssr-996	86	37	of	of	ADP
gssr-996	86	38	pests	pest	NOUN
gssr-996	86	39	and	and	CCONJ
gssr-996	86	40	diseases	disease	NOUN
gssr-996	86	41	,	,	PUNCT
gssr-996	86	42	is	be	AUX
gssr-996	86	43	crucial	crucial	ADJ
gssr-996	86	44	for	for	ADP
gssr-996	86	45	minimizing	minimize	VERB
gssr-996	86	46	crop	crop	NOUN
gssr-996	86	47	losses	loss	NOUN
gssr-996	86	48	and	and	CCONJ
gssr-996	86	49	ensuring	ensure	VERB
gssr-996	86	50	food	food	NOUN
gssr-996	86	51	security	security	NOUN
gssr-996	86	52	(	(	PUNCT
gssr-996	86	53	farina	farina	PROPN
gssr-996	86	54	et	et	PROPN
gssr-996	86	55	al	al	PROPN
gssr-996	86	56	.	.	PROPN
gssr-996	86	57	,	,	PUNCT
gssr-996	86	58	2023	2023	NUM
gssr-996	86	59	)	)	PUNCT
gssr-996	86	60	.	.	PUNCT
gssr-996	87	1	ai	ai	PROPN
gssr-996	87	2	technologies	technology	NOUN
gssr-996	87	3	,	,	PUNCT
gssr-996	87	4	including	include	VERB
gssr-996	87	5	computer	computer	NOUN
gssr-996	87	6	vision	vision	NOUN
gssr-996	87	7	and	and	CCONJ
gssr-996	87	8	machine	machine	NOUN
gssr-996	87	9	learning	learning	NOUN
gssr-996	87	10	,	,	PUNCT
gssr-996	87	11	are	be	AUX
gssr-996	87	12	increasingly	increasingly	ADV
gssr-996	87	13	being	be	AUX
gssr-996	87	14	used	use	VERB
gssr-996	87	15	to	to	PART
gssr-996	87	16	identify	identify	VERB
gssr-996	87	17	pest	pest	VERB
gssr-996	87	18	infestations	infestation	NOUN
gssr-996	87	19	and	and	CCONJ
gssr-996	87	20	disease	disease	NOUN
gssr-996	87	21	outbreaks	outbreak	NOUN
gssr-996	87	22	(	(	PUNCT
gssr-996	87	23	liu	liu	PROPN
gssr-996	87	24	et	et	PROPN
gssr-996	87	25	al	al	PROPN
gssr-996	87	26	.	.	PROPN
gssr-996	87	27	,	,	PUNCT
gssr-996	87	28	2020	2020	NUM
gssr-996	87	29	)	)	PUNCT
gssr-996	87	30	.	.	PUNCT
gssr-996	88	1	for	for	ADP
gssr-996	88	2	example	example	NOUN
gssr-996	88	3	,	,	PUNCT
gssr-996	88	4	ai	ai	VERB
gssr-996	88	5	models	model	NOUN
gssr-996	88	6	can	can	AUX
gssr-996	88	7	analyze	analyze	VERB
gssr-996	88	8	images	image	NOUN
gssr-996	88	9	of	of	ADP
gssr-996	88	10	crops	crop	NOUN
gssr-996	88	11	to	to	PART
gssr-996	88	12	detect	detect	VERB
gssr-996	88	13	symptoms	symptom	NOUN
gssr-996	88	14	of	of	ADP
gssr-996	88	15	diseases	disease	NOUN
gssr-996	88	16	or	or	CCONJ
gssr-996	88	17	the	the	DET
gssr-996	88	18	presence	presence	NOUN
gssr-996	88	19	of	of	ADP
gssr-996	88	20	pests	pest	NOUN
gssr-996	88	21	,	,	PUNCT
gssr-996	88	22	enabling	enable	VERB
gssr-996	88	23	farmers	farmer	NOUN
gssr-996	88	24	to	to	PART
gssr-996	88	25	take	take	VERB
gssr-996	88	26	timely	timely	ADJ
gssr-996	88	27	action	action	NOUN
gssr-996	88	28	(	(	PUNCT
gssr-996	88	29	ferentinos	ferentinos	ADV
gssr-996	88	30	,	,	PUNCT
gssr-996	88	31	2018	2018	NUM
gssr-996	88	32	)	)	PUNCT
gssr-996	88	33	.	.	PUNCT
gssr-996	89	1	in	in	ADP
gssr-996	89	2	nigeria	nigeria	PROPN
gssr-996	89	3	,	,	PUNCT
gssr-996	89	4	where	where	SCONJ
gssr-996	89	5	smallholder	smallholder	NOUN
gssr-996	89	6	farmers	farmer	NOUN
gssr-996	89	7	often	often	ADV
gssr-996	89	8	lack	lack	VERB
gssr-996	89	9	access	access	NOUN
gssr-996	89	10	to	to	ADP
gssr-996	89	11	extension	extension	NOUN
gssr-996	89	12	services	service	NOUN
gssr-996	89	13	,	,	PUNCT
gssr-996	89	14	ai	ai	NOUN
gssr-996	89	15	-	-	PUNCT
gssr-996	89	16	based	base	VERB
gssr-996	89	17	pest	pest	NOUN
gssr-996	89	18	and	and	CCONJ
gssr-996	89	19	disease	disease	NOUN
gssr-996	89	20	detection	detection	NOUN
gssr-996	89	21	tools	tool	NOUN
gssr-996	89	22	can	can	AUX
gssr-996	89	23	empower	empower	VERB
gssr-996	89	24	them	they	PRON
gssr-996	89	25	to	to	PART
gssr-996	89	26	manage	manage	VERB
gssr-996	89	27	their	their	PRON
gssr-996	89	28	crops	crop	NOUN
gssr-996	89	29	more	more	ADV
gssr-996	89	30	effectively	effectively	ADV
gssr-996	89	31	,	,	PUNCT
gssr-996	89	32	reducing	reduce	VERB
gssr-996	89	33	reliance	reliance	NOUN
gssr-996	89	34	on	on	ADP
gssr-996	89	35	chemical	chemical	ADJ
gssr-996	89	36	pesticides	pesticide	NOUN
gssr-996	89	37	and	and	CCONJ
gssr-996	89	38	promoting	promote	VERB
gssr-996	89	39	sustainable	sustainable	ADJ
gssr-996	89	40	practices	practice	NOUN
gssr-996	89	41	.	.	PUNCT
gssr-996	90	1	precision	precision	NOUN
gssr-996	90	2	agriculture	agriculture	PROPN
gssr-996	90	3	precision	precision	NOUN
gssr-996	90	4	agriculture	agriculture	NOUN
gssr-996	90	5	which	which	PRON
gssr-996	90	6	constitutes	constitute	VERB
gssr-996	90	7	11	11	NUM
gssr-996	90	8	%	%	NOUN
gssr-996	90	9	of	of	ADP
gssr-996	90	10	20	20	NUM
gssr-996	90	11	literature	literature	NOUN
gssr-996	90	12	of	of	ADP
gssr-996	90	13	ai	ai	PROPN
gssr-996	90	14	and	and	CCONJ
gssr-996	90	15	agricultural	agricultural	ADJ
gssr-996	90	16	transformation	transformation	NOUN
gssr-996	90	17	as	as	SCONJ
gssr-996	90	18	shown	show	VERB
gssr-996	90	19	in	in	ADP
gssr-996	90	20	figure	figure	NOUN
gssr-996	90	21	2	2	NUM
gssr-996	90	22	,	,	PUNCT
gssr-996	90	23	is	be	AUX
gssr-996	90	24	one	one	NUM
gssr-996	90	25	of	of	ADP
gssr-996	90	26	the	the	DET
gssr-996	90	27	most	most	ADV
gssr-996	90	28	significant	significant	ADJ
gssr-996	90	29	applications	application	NOUN
gssr-996	90	30	of	of	ADP
gssr-996	90	31	ai	ai	NOUN
gssr-996	90	32	in	in	ADP
gssr-996	90	33	farming	farming	NOUN
gssr-996	90	34	.	.	PUNCT
gssr-996	91	1	it	it	PRON
gssr-996	91	2	involves	involve	VERB
gssr-996	91	3	the	the	DET
gssr-996	91	4	use	use	NOUN
gssr-996	91	5	of	of	ADP
gssr-996	91	6	ai	ai	PROPN
gssr-996	91	7	technologies	technology	NOUN
gssr-996	91	8	to	to	PART
gssr-996	91	9	analyze	analyze	VERB
gssr-996	91	10	data	datum	NOUN
gssr-996	91	11	collected	collect	VERB
gssr-996	91	12	from	from	ADP
gssr-996	91	13	various	various	ADJ
gssr-996	91	14	sources	source	NOUN
gssr-996	91	15	,	,	PUNCT
gssr-996	91	16	such	such	ADJ
gssr-996	91	17	as	as	ADP
gssr-996	91	18	satellite	satellite	NOUN
gssr-996	91	19	imagery	imagery	NOUN
gssr-996	91	20	,	,	PUNCT
gssr-996	91	21	drones	drone	NOUN
gssr-996	91	22	,	,	PUNCT
gssr-996	91	23	and	and	CCONJ
gssr-996	91	24	sensors	sensor	NOUN
gssr-996	91	25	,	,	PUNCT
gssr-996	91	26	to	to	PART
gssr-996	91	27	optimize	optimize	VERB
gssr-996	91	28	farming	farming	NOUN
gssr-996	91	29	practices	practice	NOUN
gssr-996	91	30	(	(	PUNCT
gssr-996	91	31	wolfert	wolfert	PROPN
gssr-996	91	32	et	et	PROPN
gssr-996	91	33	al	al	PROPN
gssr-996	91	34	.	.	PROPN
gssr-996	91	35	,	,	PUNCT
gssr-996	91	36	2017	2017	NUM
gssr-996	91	37	)	)	PUNCT
gssr-996	91	38	.	.	PUNCT
gssr-996	92	1	by	by	ADP
gssr-996	92	2	employing	employ	VERB
gssr-996	92	3	machine	machine	NOUN
gssr-996	92	4	learning	learning	NOUN
gssr-996	92	5	algorithms	algorithm	NOUN
gssr-996	92	6	,	,	PUNCT
gssr-996	92	7	farmers	farmer	NOUN
gssr-996	92	8	can	can	AUX
gssr-996	92	9	gain	gain	VERB
gssr-996	92	10	insights	insight	NOUN
gssr-996	92	11	into	into	ADP
gssr-996	92	12	soil	soil	NOUN
gssr-996	92	13	health	health	NOUN
gssr-996	92	14	,	,	PUNCT
gssr-996	92	15	crop	crop	NOUN
gssr-996	92	16	conditions	condition	NOUN
gssr-996	92	17	,	,	PUNCT
gssr-996	92	18	and	and	CCONJ
gssr-996	92	19	weather	weather	NOUN
gssr-996	92	20	patterns	pattern	NOUN
gssr-996	92	21	,	,	PUNCT
gssr-996	92	22	enabling	enable	VERB
gssr-996	92	23	them	they	PRON
gssr-996	92	24	to	to	PART
gssr-996	92	25	make	make	VERB
gssr-996	92	26	informed	informed	ADJ
gssr-996	92	27	decisions	decision	NOUN
gssr-996	92	28	regarding	regard	VERB
gssr-996	92	29	planting	planting	NOUN
gssr-996	92	30	,	,	PUNCT
gssr-996	92	31	irrigation	irrigation	NOUN
gssr-996	92	32	,	,	PUNCT
gssr-996	92	33	and	and	CCONJ
gssr-996	92	34	harvesting	harvesting	NOUN
gssr-996	92	35	(	(	PUNCT
gssr-996	92	36	kamilaris	kamilaris	NOUN
gssr-996	92	37	&	&	CCONJ
gssr-996	92	38	prenafeta	prenafeta	NOUN
gssr-996	92	39	-	-	PUNCT
gssr-996	92	40	boldú	boldú	NOUN
gssr-996	92	41	,	,	PUNCT
gssr-996	92	42	2018	2018	NUM
gssr-996	92	43	)	)	PUNCT
gssr-996	92	44	.	.	PUNCT
gssr-996	93	1	in	in	ADP
gssr-996	93	2	nigeria	nigeria	PROPN
gssr-996	93	3	,	,	PUNCT
gssr-996	93	4	precision	precision	NOUN
gssr-996	93	5	agriculture	agriculture	NOUN
gssr-996	93	6	can	can	AUX
gssr-996	93	7	help	help	VERB
gssr-996	93	8	smallholder	smallholder	NOUN
gssr-996	93	9	farmers	farmer	NOUN
gssr-996	93	10	increase	increase	VERB
gssr-996	93	11	their	their	PRON
gssr-996	93	12	yields	yield	NOUN
gssr-996	93	13	while	while	SCONJ
gssr-996	93	14	minimizing	minimize	VERB
gssr-996	93	15	resource	resource	NOUN
gssr-996	93	16	waste	waste	NOUN
gssr-996	93	17	,	,	PUNCT
gssr-996	93	18	ultimately	ultimately	ADV
gssr-996	93	19	contributing	contribute	VERB
gssr-996	93	20	to	to	ADP
gssr-996	93	21	sustainable	sustainable	ADJ
gssr-996	93	22	agricultural	agricultural	ADJ
gssr-996	93	23	practices	practice	NOUN
gssr-996	93	24	(	(	PUNCT
gssr-996	93	25	ojo	ojo	NOUN
gssr-996	93	26	et	et	PROPN
gssr-996	93	27	al	al	PROPN
gssr-996	93	28	.	.	PROPN
gssr-996	93	29	,	,	PUNCT
gssr-996	93	30	2021	2021	NUM
gssr-996	93	31	)	)	PUNCT
gssr-996	93	32	.	.	PUNCT
gssr-996	94	1	in	in	ADP
gssr-996	94	2	summary	summary	NOUN
gssr-996	94	3	,	,	PUNCT
gssr-996	94	4	the	the	DET
gssr-996	94	5	application	application	NOUN
gssr-996	94	6	of	of	ADP
gssr-996	94	7	ai	ai	NOUN
gssr-996	94	8	in	in	ADP
gssr-996	94	9	modern	modern	ADJ
gssr-996	94	10	farming	farming	NOUN
gssr-996	94	11	offers	offer	VERB
gssr-996	94	12	numerous	numerous	ADJ
gssr-996	94	13	benefits	benefit	NOUN
gssr-996	94	14	,	,	PUNCT
gssr-996	94	15	including	include	VERB
gssr-996	94	16	enhanced	enhance	VERB
gssr-996	94	17	productivity	productivity	NOUN
gssr-996	94	18	,	,	PUNCT
gssr-996	94	19	improved	improve	VERB
gssr-996	94	20	resource	resource	NOUN
gssr-996	94	21	management	management	NOUN
gssr-996	94	22	,	,	PUNCT
gssr-996	94	23	and	and	CCONJ
gssr-996	94	24	increased	increase	VERB
gssr-996	94	25	sustainability	sustainability	NOUN
gssr-996	94	26	.	.	PUNCT
gssr-996	95	1	as	as	SCONJ
gssr-996	95	2	nigeria	nigeria	PROPN
gssr-996	95	3	seeks	seek	VERB
gssr-996	95	4	to	to	PART
gssr-996	95	5	transform	transform	VERB
gssr-996	95	6	its	its	PRON
gssr-996	95	7	agricultural	agricultural	ADJ
gssr-996	95	8	sector	sector	NOUN
gssr-996	95	9	,	,	PUNCT
gssr-996	95	10	leveraging	leverage	VERB
gssr-996	95	11	these	these	DET
gssr-996	95	12	technologies	technology	NOUN
gssr-996	95	13	can	can	AUX
gssr-996	95	14	play	play	VERB
gssr-996	95	15	a	a	DET
gssr-996	95	16	crucial	crucial	ADJ
gssr-996	95	17	role	role	NOUN
gssr-996	95	18	in	in	ADP
gssr-996	95	19	addressing	address	VERB
gssr-996	95	20	the	the	DET
gssr-996	95	21	challenges	challenge	NOUN
gssr-996	95	22	faced	face	VERB
gssr-996	95	23	by	by	ADP
gssr-996	95	24	farmers	farmer	NOUN
gssr-996	95	25	and	and	CCONJ
gssr-996	95	26	promoting	promote	VERB
gssr-996	95	27	sustainable	sustainable	ADJ
gssr-996	95	28	agricultural	agricultural	ADJ
gssr-996	95	29	practices	practice	NOUN
gssr-996	95	30	.	.	PUNCT
gssr-996	96	1	the	the	DET
gssr-996	96	2	successful	successful	ADJ
gssr-996	96	3	implementation	implementation	NOUN
gssr-996	96	4	of	of	ADP
gssr-996	96	5	ai	ai	NOUN
gssr-996	96	6	in	in	ADP
gssr-996	96	7	agriculture	agriculture	NOUN
gssr-996	96	8	will	will	AUX
gssr-996	96	9	require	require	VERB
gssr-996	96	10	collaboration	collaboration	NOUN
gssr-996	96	11	among	among	ADP
gssr-996	96	12	stakeholders	stakeholder	NOUN
gssr-996	96	13	,	,	PUNCT
gssr-996	96	14	including	include	VERB
gssr-996	96	15	government	government	NOUN
gssr-996	96	16	agencies	agency	NOUN
gssr-996	96	17	,	,	PUNCT
gssr-996	96	18	research	research	NOUN
gssr-996	96	19	institutions	institution	NOUN
gssr-996	96	20	,	,	PUNCT
gssr-996	96	21	and	and	CCONJ
gssr-996	96	22	farmers	farmer	NOUN
gssr-996	96	23	,	,	PUNCT
gssr-996	96	24	to	to	PART
gssr-996	96	25	ensure	ensure	VERB
gssr-996	96	26	that	that	SCONJ
gssr-996	96	27	these	these	DET
gssr-996	96	28	technologies	technology	NOUN
gssr-996	96	29	are	be	AUX
gssr-996	96	30	accessible	accessible	ADJ
gssr-996	96	31	and	and	CCONJ
gssr-996	96	32	beneficial	beneficial	ADJ
gssr-996	96	33	to	to	ADP
gssr-996	96	34	all	all	PRON
gssr-996	96	35	.	.	PUNCT
gssr-996	97	1	precision	precision	NOUN
gssr-996	97	2	agriculture	agriculture	NOUN
gssr-996	97	3	11	11	NUM
gssr-996	97	4	%	%	NOUN
gssr-996	97	5	crop	crop	NOUN
gssr-996	97	6	monitoring	monitoring	NOUN
gssr-996	97	7	&	&	CCONJ
gssr-996	97	8	management	management	NOUN
gssr-996	97	9	35	35	NUM
gssr-996	97	10	%	%	NOUN
gssr-996	97	11	pest	pest	NOUN
gssr-996	97	12	&	&	CCONJ
gssr-996	97	13	diseases	disease	NOUN
gssr-996	97	14	detection	detection	NOUN
gssr-996	97	15	14	14	NUM
gssr-996	97	16	%	%	NOUN
gssr-996	97	17	resource	resource	NOUN
gssr-996	97	18	optimization	optimization	NOUN
gssr-996	97	19	40	40	NUM
gssr-996	97	20	%	%	NOUN
gssr-996	97	21	global	global	ADJ
gssr-996	97	22	sustainability	sustainability	NOUN
gssr-996	97	23	research	research	NOUN
gssr-996	97	24	global	global	ADJ
gssr-996	97	25	scientific	scientific	ADJ
gssr-996	97	26	research	research	NOUN
gssr-996	97	27	101	101	NUM
gssr-996	97	28	benefits	benefit	NOUN
gssr-996	97	29	of	of	ADP
gssr-996	97	30	ai	ai	VERB
gssr-996	97	31	for	for	ADP
gssr-996	97	32	sustainable	sustainable	ADJ
gssr-996	97	33	agricultural	agricultural	ADJ
gssr-996	97	34	transformation	transformation	NOUN
gssr-996	97	35	the	the	DET
gssr-996	97	36	integration	integration	NOUN
gssr-996	97	37	of	of	ADP
gssr-996	97	38	artificial	artificial	ADJ
gssr-996	97	39	intelligence	intelligence	NOUN
gssr-996	97	40	(	(	PUNCT
gssr-996	97	41	ai	ai	NOUN
gssr-996	97	42	)	)	PUNCT
gssr-996	97	43	in	in	ADP
gssr-996	97	44	agriculture	agriculture	NOUN
gssr-996	97	45	offers	offer	VERB
gssr-996	97	46	numerous	numerous	ADJ
gssr-996	97	47	benefits	benefit	NOUN
gssr-996	97	48	that	that	PRON
gssr-996	97	49	contribute	contribute	VERB
gssr-996	97	50	to	to	ADP
gssr-996	97	51	sustainable	sustainable	ADJ
gssr-996	97	52	agricultural	agricultural	ADJ
gssr-996	97	53	transformation	transformation	NOUN
gssr-996	97	54	.	.	PUNCT
gssr-996	98	1	as	as	SCONJ
gssr-996	98	2	shown	show	VERB
gssr-996	98	3	in	in	ADP
gssr-996	98	4	figure	figure	NOUN
gssr-996	98	5	3	3	NUM
gssr-996	98	6	,	,	PUNCT
gssr-996	98	7	these	these	DET
gssr-996	98	8	benefits	benefit	NOUN
gssr-996	98	9	encompass	encompass	VERB
gssr-996	98	10	increased	increase	VERB
gssr-996	98	11	yield	yield	NOUN
gssr-996	98	12	and	and	CCONJ
gssr-996	98	13	productivity	productivity	NOUN
gssr-996	98	14	33	33	NUM
gssr-996	98	15	%	%	NOUN
gssr-996	98	16	,	,	PUNCT
gssr-996	98	17	reduced	reduce	VERB
gssr-996	98	18	environmental	environmental	ADJ
gssr-996	98	19	impact	impact	NOUN
gssr-996	98	20	12	12	NUM
gssr-996	98	21	%	%	NOUN
gssr-996	98	22	,	,	PUNCT
gssr-996	98	23	enhanced	enhance	VERB
gssr-996	98	24	food	food	NOUN
gssr-996	98	25	security	security	NOUN
gssr-996	98	26	30	30	NUM
gssr-996	98	27	%	%	NOUN
gssr-996	98	28	,	,	PUNCT
gssr-996	98	29	and	and	CCONJ
gssr-996	98	30	economic	economic	ADJ
gssr-996	98	31	advantages	advantage	NOUN
gssr-996	98	32	for	for	ADP
gssr-996	98	33	farmers	farmer	NOUN
gssr-996	98	34	25	25	NUM
gssr-996	98	35	%	%	NOUN
gssr-996	98	36	respectively	respectively	ADV
gssr-996	98	37	.	.	PUNCT
gssr-996	99	1	figure	figure	VERB
gssr-996	99	2	3	3	NUM
gssr-996	99	3	.	.	PUNCT
gssr-996	99	4	agricultural	agricultural	ADJ
gssr-996	99	5	transformation	transformation	NOUN
gssr-996	99	6	benefits	benefit	NOUN
gssr-996	99	7	increased	increase	VERB
gssr-996	99	8	yield	yield	NOUN
gssr-996	99	9	and	and	CCONJ
gssr-996	99	10	productivity	productivity	NOUN
gssr-996	99	11	ai	ai	PROPN
gssr-996	99	12	technologies	technology	NOUN
gssr-996	99	13	significantly	significantly	ADV
gssr-996	99	14	enhance	enhance	VERB
gssr-996	99	15	agricultural	agricultural	ADJ
gssr-996	99	16	productivity	productivity	NOUN
gssr-996	99	17	by	by	ADP
gssr-996	99	18	enabling	enable	VERB
gssr-996	99	19	farmers	farmer	NOUN
gssr-996	99	20	to	to	PART
gssr-996	99	21	make	make	VERB
gssr-996	99	22	data	data	NOUN
gssr-996	99	23	-	-	PUNCT
gssr-996	99	24	driven	drive	VERB
gssr-996	99	25	decisions	decision	NOUN
gssr-996	99	26	.	.	PUNCT
gssr-996	100	1	precision	precision	NOUN
gssr-996	100	2	agriculture	agriculture	NOUN
gssr-996	100	3	,	,	PUNCT
gssr-996	100	4	powered	power	VERB
gssr-996	100	5	by	by	ADP
gssr-996	100	6	ai	ai	PROPN
gssr-996	100	7	,	,	PUNCT
gssr-996	100	8	allows	allow	VERB
gssr-996	100	9	for	for	ADP
gssr-996	100	10	the	the	DET
gssr-996	100	11	analysis	analysis	NOUN
gssr-996	100	12	of	of	ADP
gssr-996	100	13	large	large	ADJ
gssr-996	100	14	datasets	dataset	NOUN
gssr-996	100	15	derived	derive	VERB
gssr-996	100	16	from	from	ADP
gssr-996	100	17	various	various	ADJ
gssr-996	100	18	sources	source	NOUN
gssr-996	100	19	,	,	PUNCT
gssr-996	100	20	including	include	VERB
gssr-996	100	21	soil	soil	NOUN
gssr-996	100	22	sensors	sensor	NOUN
gssr-996	100	23	,	,	PUNCT
gssr-996	100	24	satellite	satellite	NOUN
gssr-996	100	25	imagery	imagery	NOUN
gssr-996	100	26	,	,	PUNCT
gssr-996	100	27	and	and	CCONJ
gssr-996	100	28	weather	weather	NOUN
gssr-996	100	29	forecasts	forecast	NOUN
gssr-996	100	30	(	(	PUNCT
gssr-996	100	31	wolfert	wolfert	NOUN
gssr-996	100	32	et	et	PROPN
gssr-996	100	33	al	al	PROPN
gssr-996	100	34	.	.	PROPN
gssr-996	100	35	,	,	PUNCT
gssr-996	100	36	2017	2017	NUM
gssr-996	100	37	)	)	PUNCT
gssr-996	100	38	.	.	PUNCT
gssr-996	101	1	by	by	ADP
gssr-996	101	2	optimizing	optimize	VERB
gssr-996	101	3	planting	planting	NOUN
gssr-996	101	4	schedules	schedule	NOUN
gssr-996	101	5	,	,	PUNCT
gssr-996	101	6	irrigation	irrigation	NOUN
gssr-996	101	7	needs	need	NOUN
gssr-996	101	8	,	,	PUNCT
gssr-996	101	9	and	and	CCONJ
gssr-996	101	10	nutrient	nutrient	ADJ
gssr-996	101	11	applications	application	NOUN
gssr-996	101	12	,	,	PUNCT
gssr-996	101	13	farmers	farmer	NOUN
gssr-996	101	14	can	can	AUX
gssr-996	101	15	maximize	maximize	VERB
gssr-996	101	16	crop	crop	NOUN
gssr-996	101	17	yields	yield	NOUN
gssr-996	101	18	while	while	SCONJ
gssr-996	101	19	minimizing	minimize	VERB
gssr-996	101	20	inputs	input	NOUN
gssr-996	101	21	(	(	PUNCT
gssr-996	101	22	kamilaris	kamilaris	NOUN
gssr-996	101	23	&	&	CCONJ
gssr-996	101	24	prenafeta	prenafeta	NOUN
gssr-996	101	25	-	-	PUNCT
gssr-996	101	26	boldú	boldú	NOUN
gssr-996	101	27	,	,	PUNCT
gssr-996	101	28	2018	2018	NUM
gssr-996	101	29	)	)	PUNCT
gssr-996	101	30	.	.	PUNCT
gssr-996	102	1	for	for	ADP
gssr-996	102	2	instance	instance	NOUN
gssr-996	102	3	,	,	PUNCT
gssr-996	102	4	studies	study	NOUN
gssr-996	102	5	have	have	AUX
gssr-996	102	6	shown	show	VERB
gssr-996	102	7	that	that	SCONJ
gssr-996	102	8	the	the	DET
gssr-996	102	9	use	use	NOUN
gssr-996	102	10	of	of	ADP
gssr-996	102	11	ai	ai	NOUN
gssr-996	102	12	in	in	ADP
gssr-996	102	13	crop	crop	NOUN
gssr-996	102	14	management	management	NOUN
gssr-996	102	15	can	can	AUX
gssr-996	102	16	lead	lead	VERB
gssr-996	102	17	to	to	PART
gssr-996	102	18	yield	yield	VERB
gssr-996	102	19	increases	increase	NOUN
gssr-996	102	20	of	of	ADP
gssr-996	102	21	up	up	ADP
gssr-996	102	22	to	to	PART
gssr-996	102	23	20	20	NUM
gssr-996	102	24	%	%	NOUN
gssr-996	102	25	in	in	ADP
gssr-996	102	26	certain	certain	ADJ
gssr-996	102	27	regions	region	NOUN
gssr-996	102	28	(	(	PUNCT
gssr-996	102	29	zhang	zhang	X
gssr-996	102	30	et	et	PROPN
gssr-996	102	31	al	al	PROPN
gssr-996	102	32	.	.	PROPN
gssr-996	102	33	,	,	PUNCT
gssr-996	102	34	2019	2019	NUM
gssr-996	102	35	)	)	PUNCT
gssr-996	102	36	.	.	PUNCT
gssr-996	103	1	in	in	ADP
gssr-996	103	2	nigeria	nigeria	PROPN
gssr-996	103	3	,	,	PUNCT
gssr-996	103	4	where	where	SCONJ
gssr-996	103	5	agricultural	agricultural	ADJ
gssr-996	103	6	productivity	productivity	NOUN
gssr-996	103	7	is	be	AUX
gssr-996	103	8	critical	critical	ADJ
gssr-996	103	9	for	for	ADP
gssr-996	103	10	economic	economic	ADJ
gssr-996	103	11	growth	growth	NOUN
gssr-996	103	12	,	,	PUNCT
gssr-996	103	13	the	the	DET
gssr-996	103	14	adoption	adoption	NOUN
gssr-996	103	15	of	of	ADP
gssr-996	103	16	ai	ai	NOUN
gssr-996	103	17	can	can	AUX
gssr-996	103	18	help	help	VERB
gssr-996	103	19	farmers	farmer	NOUN
gssr-996	103	20	achieve	achieve	VERB
gssr-996	103	21	higher	high	ADJ
gssr-996	103	22	yields	yield	NOUN
gssr-996	103	23	,	,	PUNCT
gssr-996	103	24	thus	thus	ADV
gssr-996	103	25	improving	improve	VERB
gssr-996	103	26	their	their	PRON
gssr-996	103	27	overall	overall	ADJ
gssr-996	103	28	productivity	productivity	NOUN
gssr-996	103	29	.	.	PUNCT
gssr-996	104	1	reduced	reduce	VERB
gssr-996	104	2	environmental	environmental	ADJ
gssr-996	104	3	impact	impact	NOUN
gssr-996	104	4	ai	ai	AUX
gssr-996	104	5	contributes	contribute	VERB
gssr-996	104	6	to	to	ADP
gssr-996	104	7	sustainable	sustainable	ADJ
gssr-996	104	8	agriculture	agriculture	NOUN
gssr-996	104	9	by	by	ADP
gssr-996	104	10	promoting	promote	VERB
gssr-996	104	11	practices	practice	NOUN
gssr-996	104	12	that	that	PRON
gssr-996	104	13	minimize	minimize	VERB
gssr-996	104	14	environmental	environmental	ADJ
gssr-996	104	15	harm	harm	NOUN
gssr-996	104	16	.	.	PUNCT
gssr-996	105	1	by	by	ADP
gssr-996	105	2	optimizing	optimize	VERB
gssr-996	105	3	the	the	DET
gssr-996	105	4	use	use	NOUN
gssr-996	105	5	of	of	ADP
gssr-996	105	6	water	water	NOUN
gssr-996	105	7	and	and	CCONJ
gssr-996	105	8	fertilizers	fertilizer	NOUN
gssr-996	105	9	,	,	PUNCT
gssr-996	105	10	ai	ai	AUX
gssr-996	105	11	can	can	AUX
gssr-996	105	12	significantly	significantly	ADV
gssr-996	105	13	reduce	reduce	VERB
gssr-996	105	14	runoff	runoff	NOUN
gssr-996	105	15	and	and	CCONJ
gssr-996	105	16	the	the	DET
gssr-996	105	17	associated	associated	ADJ
gssr-996	105	18	pollution	pollution	NOUN
gssr-996	105	19	of	of	ADP
gssr-996	105	20	water	water	NOUN
gssr-996	105	21	bodies	body	NOUN
gssr-996	105	22	(	(	PUNCT
gssr-996	105	23	khan	khan	PROPN
gssr-996	105	24	et	et	PROPN
gssr-996	105	25	al	al	PROPN
gssr-996	105	26	.	.	PROPN
gssr-996	105	27	,	,	PUNCT
gssr-996	105	28	2020	2020	NUM
gssr-996	105	29	)	)	PUNCT
gssr-996	105	30	.	.	PUNCT
gssr-996	106	1	smart	smart	ADJ
gssr-996	106	2	irrigation	irrigation	NOUN
gssr-996	106	3	systems	system	NOUN
gssr-996	106	4	,	,	PUNCT
gssr-996	106	5	for	for	ADP
gssr-996	106	6	example	example	NOUN
gssr-996	106	7	,	,	PUNCT
gssr-996	106	8	use	use	VERB
gssr-996	106	9	ai	ai	VERB
gssr-996	106	10	algorithms	algorithm	NOUN
gssr-996	106	11	to	to	PART
gssr-996	106	12	determine	determine	VERB
gssr-996	106	13	the	the	DET
gssr-996	106	14	precise	precise	ADJ
gssr-996	106	15	amount	amount	NOUN
gssr-996	106	16	of	of	ADP
gssr-996	106	17	water	water	NOUN
gssr-996	106	18	needed	need	VERB
gssr-996	106	19	,	,	PUNCT
gssr-996	106	20	thereby	thereby	ADV
gssr-996	106	21	conserving	conserve	VERB
gssr-996	106	22	water	water	NOUN
gssr-996	106	23	resources	resource	NOUN
gssr-996	106	24	and	and	CCONJ
gssr-996	106	25	reducing	reduce	VERB
gssr-996	106	26	waste	waste	NOUN
gssr-996	106	27	(	(	PUNCT
gssr-996	106	28	zhang	zhang	PROPN
gssr-996	106	29	et	et	PROPN
gssr-996	106	30	al	al	PROPN
gssr-996	106	31	.	.	PROPN
gssr-996	106	32	,	,	PUNCT
gssr-996	106	33	2020	2020	NUM
gssr-996	106	34	)	)	PUNCT
gssr-996	106	35	.	.	PUNCT
gssr-996	107	1	furthermore	furthermore	ADV
gssr-996	107	2	,	,	PUNCT
gssr-996	107	3	ai	ai	ADJ
gssr-996	107	4	-	-	PUNCT
gssr-996	107	5	driven	drive	VERB
gssr-996	107	6	pest	pest	NOUN
gssr-996	107	7	management	management	NOUN
gssr-996	107	8	solutions	solution	NOUN
gssr-996	107	9	enable	enable	VERB
gssr-996	107	10	farmers	farmer	NOUN
gssr-996	107	11	to	to	PART
gssr-996	107	12	apply	apply	VERB
gssr-996	107	13	pesticides	pesticide	NOUN
gssr-996	107	14	more	more	ADV
gssr-996	107	15	effectively	effectively	ADV
gssr-996	107	16	,	,	PUNCT
gssr-996	107	17	targeting	target	VERB
gssr-996	107	18	only	only	ADV
gssr-996	107	19	the	the	DET
gssr-996	107	20	areas	area	NOUN
gssr-996	107	21	affected	affect	VERB
gssr-996	107	22	by	by	ADP
gssr-996	107	23	pests	pest	NOUN
gssr-996	107	24	,	,	PUNCT
gssr-996	107	25	which	which	PRON
gssr-996	107	26	reduces	reduce	VERB
gssr-996	107	27	chemical	chemical	NOUN
gssr-996	107	28	use	use	NOUN
gssr-996	107	29	and	and	CCONJ
gssr-996	107	30	minimizes	minimize	VERB
gssr-996	107	31	the	the	DET
gssr-996	107	32	impact	impact	NOUN
gssr-996	107	33	on	on	ADP
gssr-996	107	34	non	non	ADJ
gssr-996	107	35	-	-	ADJ
gssr-996	107	36	target	target	ADJ
gssr-996	107	37	organisms	organism	NOUN
gssr-996	107	38	(	(	PUNCT
gssr-996	107	39	liu	liu	PROPN
gssr-996	107	40	et	et	PROPN
gssr-996	107	41	al	al	PROPN
gssr-996	107	42	.	.	PROPN
gssr-996	107	43	,	,	PUNCT
gssr-996	107	44	2020	2020	NUM
gssr-996	107	45	)	)	PUNCT
gssr-996	107	46	.	.	PUNCT
gssr-996	108	1	these	these	DET
gssr-996	108	2	environmentally	environmentally	ADV
gssr-996	108	3	friendly	friendly	ADJ
gssr-996	108	4	practices	practice	NOUN
gssr-996	108	5	are	be	AUX
gssr-996	108	6	vital	vital	ADJ
gssr-996	108	7	in	in	ADP
gssr-996	108	8	nigeria	nigeria	PROPN
gssr-996	108	9	,	,	PUNCT
gssr-996	108	10	where	where	SCONJ
gssr-996	108	11	unsustainable	unsustainable	ADJ
gssr-996	108	12	agricultural	agricultural	ADJ
gssr-996	108	13	methods	method	NOUN
gssr-996	108	14	have	have	AUX
gssr-996	108	15	led	lead	VERB
gssr-996	108	16	to	to	PART
gssr-996	108	17	soil	soil	VERB
gssr-996	108	18	degradation	degradation	NOUN
gssr-996	108	19	and	and	CCONJ
gssr-996	108	20	water	water	NOUN
gssr-996	108	21	scarcity	scarcity	NOUN
gssr-996	108	22	.	.	PUNCT
gssr-996	109	1	33	33	NUM
gssr-996	109	2	%	%	NOUN
gssr-996	109	3	12	12	NUM
gssr-996	109	4	%	%	NOUN
gssr-996	109	5	30	30	NUM
gssr-996	109	6	%	%	NOUN
gssr-996	109	7	25	25	NUM
gssr-996	109	8	%	%	NOUN
gssr-996	109	9	increase	increase	NOUN
gssr-996	109	10	yield	yield	NOUN
gssr-996	109	11	&	&	CCONJ
gssr-996	109	12	productivity	productivity	NOUN
gssr-996	109	13	reduce	reduce	VERB
gssr-996	109	14	environmental	environmental	ADJ
gssr-996	109	15	impact	impact	NOUN
gssr-996	109	16	enhance	enhance	VERB
gssr-996	109	17	food	food	NOUN
gssr-996	109	18	security	security	NOUN
gssr-996	109	19	economic	economic	ADJ
gssr-996	109	20	benefits	benefit	NOUN
gssr-996	109	21	for	for	ADP
gssr-996	109	22	farmers	farmer	NOUN
gssr-996	109	23	global	global	ADJ
gssr-996	109	24	sustainability	sustainability	PROPN
gssr-996	109	25	research	research	NOUN
gssr-996	109	26	global	global	ADJ
gssr-996	109	27	scientific	scientific	ADJ
gssr-996	109	28	research	research	NOUN
gssr-996	109	29	102	102	NUM
gssr-996	109	30	enhanced	enhance	VERB
gssr-996	109	31	food	food	NOUN
gssr-996	109	32	security	security	NOUN
gssr-996	109	33	the	the	DET
gssr-996	109	34	application	application	NOUN
gssr-996	109	35	of	of	ADP
gssr-996	109	36	ai	ai	NOUN
gssr-996	109	37	in	in	ADP
gssr-996	109	38	agriculture	agriculture	NOUN
gssr-996	109	39	plays	play	VERB
gssr-996	109	40	a	a	DET
gssr-996	109	41	crucial	crucial	ADJ
gssr-996	109	42	role	role	NOUN
gssr-996	109	43	in	in	ADP
gssr-996	109	44	enhancing	enhance	VERB
gssr-996	109	45	food	food	NOUN
gssr-996	109	46	security	security	NOUN
gssr-996	109	47	by	by	ADP
gssr-996	109	48	increasing	increase	VERB
gssr-996	109	49	the	the	DET
gssr-996	109	50	efficiency	efficiency	NOUN
gssr-996	109	51	and	and	CCONJ
gssr-996	109	52	resilience	resilience	NOUN
gssr-996	109	53	of	of	ADP
gssr-996	109	54	food	food	NOUN
gssr-996	109	55	production	production	NOUN
gssr-996	109	56	systems	system	NOUN
gssr-996	109	57	.	.	PUNCT
gssr-996	110	1	ai	ai	VERB
gssr-996	110	2	technologies	technology	NOUN
gssr-996	110	3	can	can	AUX
gssr-996	110	4	predict	predict	VERB
gssr-996	110	5	crop	crop	NOUN
gssr-996	110	6	yields	yield	NOUN
gssr-996	110	7	and	and	CCONJ
gssr-996	110	8	identify	identify	VERB
gssr-996	110	9	potential	potential	ADJ
gssr-996	110	10	risks	risk	NOUN
gssr-996	110	11	,	,	PUNCT
gssr-996	110	12	enabling	enable	VERB
gssr-996	110	13	farmers	farmer	NOUN
gssr-996	110	14	to	to	PART
gssr-996	110	15	take	take	VERB
gssr-996	110	16	proactive	proactive	ADJ
gssr-996	110	17	measures	measure	NOUN
gssr-996	110	18	to	to	PART
gssr-996	110	19	mitigate	mitigate	VERB
gssr-996	110	20	losses	loss	NOUN
gssr-996	110	21	(	(	PUNCT
gssr-996	110	22	zhang	zhang	X
gssr-996	110	23	et	et	PROPN
gssr-996	110	24	al	al	PROPN
gssr-996	110	25	.	.	PROPN
gssr-996	110	26	,	,	PUNCT
gssr-996	110	27	2019	2019	NUM
gssr-996	110	28	)	)	PUNCT
gssr-996	110	29	.	.	PUNCT
gssr-996	111	1	by	by	ADP
gssr-996	111	2	improving	improve	VERB
gssr-996	111	3	agricultural	agricultural	ADJ
gssr-996	111	4	productivity	productivity	NOUN
gssr-996	111	5	,	,	PUNCT
gssr-996	111	6	ai	ai	VERB
gssr-996	111	7	helps	help	VERB
gssr-996	111	8	ensure	ensure	VERB
gssr-996	111	9	a	a	DET
gssr-996	111	10	stable	stable	ADJ
gssr-996	111	11	supply	supply	NOUN
gssr-996	111	12	of	of	ADP
gssr-996	111	13	food	food	NOUN
gssr-996	111	14	,	,	PUNCT
gssr-996	111	15	which	which	PRON
gssr-996	111	16	is	be	AUX
gssr-996	111	17	essential	essential	ADJ
gssr-996	111	18	for	for	ADP
gssr-996	111	19	combating	combat	VERB
gssr-996	111	20	food	food	NOUN
gssr-996	111	21	insecurity	insecurity	NOUN
gssr-996	111	22	,	,	PUNCT
gssr-996	111	23	particularly	particularly	ADV
gssr-996	111	24	in	in	ADP
gssr-996	111	25	developing	develop	VERB
gssr-996	111	26	countries	country	NOUN
gssr-996	111	27	like	like	ADP
gssr-996	111	28	nigeria	nigeria	PROPN
gssr-996	111	29	(	(	PUNCT
gssr-996	111	30	fao	fao	PROPN
gssr-996	111	31	,	,	PUNCT
gssr-996	111	32	2020	2020	NUM
gssr-996	111	33	)	)	PUNCT
gssr-996	111	34	.	.	PUNCT
gssr-996	112	1	additionally	additionally	ADV
gssr-996	112	2	,	,	PUNCT
gssr-996	112	3	ai	ai	AUX
gssr-996	112	4	can	can	AUX
gssr-996	112	5	facilitate	facilitate	VERB
gssr-996	112	6	better	well	ADJ
gssr-996	112	7	food	food	NOUN
gssr-996	112	8	distribution	distribution	NOUN
gssr-996	112	9	logistics	logistic	NOUN
gssr-996	112	10	,	,	PUNCT
gssr-996	112	11	ensuring	ensure	VERB
gssr-996	112	12	that	that	SCONJ
gssr-996	112	13	food	food	NOUN
gssr-996	112	14	reaches	reach	VERB
gssr-996	112	15	areas	area	NOUN
gssr-996	112	16	of	of	ADP
gssr-996	112	17	high	high	ADJ
gssr-996	112	18	demand	demand	NOUN
gssr-996	112	19	,	,	PUNCT
gssr-996	112	20	further	far	ADV
gssr-996	112	21	enhancing	enhance	VERB
gssr-996	112	22	food	food	NOUN
gssr-996	112	23	security	security	NOUN
gssr-996	112	24	(	(	PUNCT
gssr-996	112	25	sullivan	sullivan	PROPN
gssr-996	112	26	et	et	PROPN
gssr-996	112	27	al	al	PROPN
gssr-996	112	28	.	.	PROPN
gssr-996	112	29	,	,	PUNCT
gssr-996	112	30	2020	2020	NUM
gssr-996	112	31	)	)	PUNCT
gssr-996	112	32	.	.	PUNCT
gssr-996	113	1	economic	economic	ADJ
gssr-996	113	2	benefits	benefit	NOUN
gssr-996	113	3	for	for	ADP
gssr-996	113	4	farmers	farmer	NOUN
gssr-996	113	5	the	the	DET
gssr-996	113	6	economic	economic	ADJ
gssr-996	113	7	advantages	advantage	NOUN
gssr-996	113	8	of	of	ADP
gssr-996	113	9	ai	ai	PRON
gssr-996	113	10	adoption	adoption	NOUN
gssr-996	113	11	in	in	ADP
gssr-996	113	12	agriculture	agriculture	NOUN
gssr-996	113	13	are	be	AUX
gssr-996	113	14	significant	significant	ADJ
gssr-996	113	15	.	.	PUNCT
gssr-996	114	1	by	by	ADP
gssr-996	114	2	increasing	increase	VERB
gssr-996	114	3	crop	crop	NOUN
gssr-996	114	4	yields	yield	NOUN
gssr-996	114	5	and	and	CCONJ
gssr-996	114	6	optimizing	optimize	VERB
gssr-996	114	7	resource	resource	NOUN
gssr-996	114	8	use	use	NOUN
gssr-996	114	9	,	,	PUNCT
gssr-996	114	10	farmers	farmer	NOUN
gssr-996	114	11	can	can	AUX
gssr-996	114	12	enjoy	enjoy	VERB
gssr-996	114	13	higher	high	ADJ
gssr-996	114	14	profit	profit	NOUN
gssr-996	114	15	margins	margin	NOUN
gssr-996	114	16	and	and	CCONJ
gssr-996	114	17	reduced	reduced	ADJ
gssr-996	114	18	costs	cost	NOUN
gssr-996	114	19	(	(	PUNCT
gssr-996	114	20	ojo	ojo	NOUN
gssr-996	114	21	et	et	PROPN
gssr-996	114	22	al	al	PROPN
gssr-996	114	23	.	.	PROPN
gssr-996	114	24	,	,	PUNCT
gssr-996	114	25	2021	2021	NUM
gssr-996	114	26	)	)	PUNCT
gssr-996	114	27	.	.	PUNCT
gssr-996	115	1	ai	ai	PROPN
gssr-996	115	2	technologies	technology	NOUN
gssr-996	115	3	can	can	AUX
gssr-996	115	4	also	also	ADV
gssr-996	115	5	minimize	minimize	VERB
gssr-996	115	6	labor	labor	NOUN
gssr-996	115	7	costs	cost	NOUN
gssr-996	115	8	by	by	ADP
gssr-996	115	9	automating	automate	VERB
gssr-996	115	10	tasks	task	NOUN
gssr-996	115	11	such	such	ADJ
gssr-996	115	12	as	as	ADP
gssr-996	115	13	planting	planting	NOUN
gssr-996	115	14	,	,	PUNCT
gssr-996	115	15	monitoring	monitoring	NOUN
gssr-996	115	16	,	,	PUNCT
gssr-996	115	17	and	and	CCONJ
gssr-996	115	18	harvesting	harvesting	NOUN
gssr-996	115	19	(	(	PUNCT
gssr-996	115	20	kamilaris	kamilaris	NOUN
gssr-996	115	21	&	&	CCONJ
gssr-996	115	22	prenafeta	prenafeta	NOUN
gssr-996	115	23	-	-	PUNCT
gssr-996	115	24	boldú	boldú	NOUN
gssr-996	115	25	,	,	PUNCT
gssr-996	115	26	2018	2018	NUM
gssr-996	115	27	)	)	PUNCT
gssr-996	115	28	.	.	PUNCT
gssr-996	116	1	furthermore	furthermore	ADV
gssr-996	116	2	,	,	PUNCT
gssr-996	116	3	access	access	NOUN
gssr-996	116	4	to	to	ADP
gssr-996	116	5	ai	ai	VERB
gssr-996	116	6	-	-	PUNCT
gssr-996	116	7	driven	drive	VERB
gssr-996	116	8	insights	insight	NOUN
gssr-996	116	9	allows	allow	VERB
gssr-996	116	10	farmers	farmer	NOUN
gssr-996	116	11	to	to	PART
gssr-996	116	12	make	make	VERB
gssr-996	116	13	informed	informed	ADJ
gssr-996	116	14	decisions	decision	NOUN
gssr-996	116	15	that	that	PRON
gssr-996	116	16	enhance	enhance	VERB
gssr-996	116	17	their	their	PRON
gssr-996	116	18	market	market	NOUN
gssr-996	116	19	competitiveness	competitiveness	NOUN
gssr-996	116	20	(	(	PUNCT
gssr-996	116	21	zhang	zhang	PROPN
gssr-996	116	22	et	et	PROPN
gssr-996	116	23	al	al	PROPN
gssr-996	116	24	.	.	PROPN
gssr-996	116	25	,	,	PUNCT
gssr-996	116	26	2020	2020	NUM
gssr-996	116	27	)	)	PUNCT
gssr-996	116	28	.	.	PUNCT
gssr-996	117	1	in	in	ADP
gssr-996	117	2	nigeria	nigeria	PROPN
gssr-996	117	3	,	,	PUNCT
gssr-996	117	4	where	where	SCONJ
gssr-996	117	5	many	many	ADJ
gssr-996	117	6	smallholder	smallholder	NOUN
gssr-996	117	7	farmers	farmer	NOUN
gssr-996	117	8	operate	operate	VERB
gssr-996	117	9	on	on	ADP
gssr-996	117	10	thin	thin	ADJ
gssr-996	117	11	margins	margin	NOUN
gssr-996	117	12	,	,	PUNCT
gssr-996	117	13	the	the	DET
gssr-996	117	14	economic	economic	ADJ
gssr-996	117	15	benefits	benefit	NOUN
gssr-996	117	16	of	of	ADP
gssr-996	117	17	adopting	adopt	VERB
gssr-996	117	18	ai	ai	PROPN
gssr-996	117	19	technologies	technology	NOUN
gssr-996	117	20	can	can	AUX
gssr-996	117	21	lead	lead	VERB
gssr-996	117	22	to	to	ADP
gssr-996	117	23	improved	improve	VERB
gssr-996	117	24	livelihoods	livelihood	NOUN
gssr-996	117	25	and	and	CCONJ
gssr-996	117	26	greater	great	ADJ
gssr-996	117	27	investment	investment	NOUN
gssr-996	117	28	in	in	ADP
gssr-996	117	29	sustainable	sustainable	ADJ
gssr-996	117	30	practices	practice	NOUN
gssr-996	117	31	.	.	PUNCT
gssr-996	118	1	in	in	ADP
gssr-996	118	2	conclusion	conclusion	NOUN
gssr-996	118	3	,	,	PUNCT
gssr-996	118	4	the	the	DET
gssr-996	118	5	benefits	benefit	NOUN
gssr-996	118	6	of	of	ADP
gssr-996	118	7	ai	ai	VERB
gssr-996	118	8	for	for	ADP
gssr-996	118	9	sustainable	sustainable	ADJ
gssr-996	118	10	agricultural	agricultural	ADJ
gssr-996	118	11	transformation	transformation	NOUN
gssr-996	118	12	are	be	AUX
gssr-996	118	13	profound	profound	ADJ
gssr-996	118	14	.	.	PUNCT
gssr-996	119	1	by	by	ADP
gssr-996	119	2	increasing	increase	VERB
gssr-996	119	3	yield	yield	NOUN
gssr-996	119	4	and	and	CCONJ
gssr-996	119	5	productivity	productivity	NOUN
gssr-996	119	6	,	,	PUNCT
gssr-996	119	7	reducing	reduce	VERB
gssr-996	119	8	environmental	environmental	ADJ
gssr-996	119	9	impacts	impact	NOUN
gssr-996	119	10	,	,	PUNCT
gssr-996	119	11	enhancing	enhance	VERB
gssr-996	119	12	food	food	NOUN
gssr-996	119	13	security	security	NOUN
gssr-996	119	14	,	,	PUNCT
gssr-996	119	15	and	and	CCONJ
gssr-996	119	16	providing	provide	VERB
gssr-996	119	17	economic	economic	ADJ
gssr-996	119	18	advantages	advantage	NOUN
gssr-996	119	19	,	,	PUNCT
gssr-996	119	20	ai	ai	AUX
gssr-996	119	21	technologies	technology	NOUN
gssr-996	119	22	hold	hold	VERB
gssr-996	119	23	the	the	DET
gssr-996	119	24	potential	potential	NOUN
gssr-996	119	25	to	to	PART
gssr-996	119	26	revolutionize	revolutionize	VERB
gssr-996	119	27	agriculture	agriculture	NOUN
gssr-996	119	28	in	in	ADP
gssr-996	119	29	nigeria	nigeria	PROPN
gssr-996	119	30	and	and	CCONJ
gssr-996	119	31	beyond	beyond	ADP
gssr-996	119	32	.	.	PUNCT
gssr-996	120	1	the	the	DET
gssr-996	120	2	successful	successful	ADJ
gssr-996	120	3	implementation	implementation	NOUN
gssr-996	120	4	of	of	ADP
gssr-996	120	5	these	these	DET
gssr-996	120	6	technologies	technology	NOUN
gssr-996	120	7	will	will	AUX
gssr-996	120	8	require	require	VERB
gssr-996	120	9	collaboration	collaboration	NOUN
gssr-996	120	10	among	among	ADP
gssr-996	120	11	various	various	ADJ
gssr-996	120	12	stakeholders	stakeholder	NOUN
gssr-996	120	13	,	,	PUNCT
gssr-996	120	14	including	include	VERB
gssr-996	120	15	governments	government	NOUN
gssr-996	120	16	,	,	PUNCT
gssr-996	120	17	research	research	NOUN
gssr-996	120	18	institutions	institution	NOUN
gssr-996	120	19	,	,	PUNCT
gssr-996	120	20	and	and	CCONJ
gssr-996	120	21	farmers	farmer	NOUN
gssr-996	120	22	,	,	PUNCT
gssr-996	120	23	to	to	PART
gssr-996	120	24	ensure	ensure	VERB
gssr-996	120	25	that	that	SCONJ
gssr-996	120	26	the	the	DET
gssr-996	120	27	potential	potential	NOUN
gssr-996	120	28	of	of	ADP
gssr-996	120	29	ai	ai	NOUN
gssr-996	120	30	is	be	AUX
gssr-996	120	31	fully	fully	ADV
gssr-996	120	32	realized	realize	VERB
gssr-996	120	33	in	in	ADP
gssr-996	120	34	promoting	promote	VERB
gssr-996	120	35	sustainable	sustainable	ADJ
gssr-996	120	36	agricultural	agricultural	ADJ
gssr-996	120	37	practices	practice	NOUN
gssr-996	120	38	.	.	PUNCT
gssr-996	121	1	challenges	challenge	NOUN
gssr-996	121	2	and	and	CCONJ
gssr-996	121	3	barriers	barrier	NOUN
gssr-996	121	4	to	to	PART
gssr-996	121	5	ai	ai	VERB
gssr-996	121	6	adoption	adoption	NOUN
gssr-996	121	7	despite	despite	SCONJ
gssr-996	121	8	the	the	DET
gssr-996	121	9	numerous	numerous	ADJ
gssr-996	121	10	benefits	benefit	NOUN
gssr-996	121	11	that	that	PRON
gssr-996	121	12	artificial	artificial	ADJ
gssr-996	121	13	intelligence	intelligence	NOUN
gssr-996	121	14	(	(	PUNCT
gssr-996	121	15	ai	ai	VERB
gssr-996	121	16	)	)	PUNCT
gssr-996	121	17	can	can	AUX
gssr-996	121	18	bring	bring	VERB
gssr-996	121	19	to	to	ADP
gssr-996	121	20	agriculture	agriculture	NOUN
gssr-996	121	21	,	,	PUNCT
gssr-996	121	22	several	several	ADJ
gssr-996	121	23	challenges	challenge	NOUN
gssr-996	121	24	and	and	CCONJ
gssr-996	121	25	barriers	barrier	NOUN
gssr-996	121	26	hinder	hinder	VERB
gssr-996	121	27	its	its	PRON
gssr-996	121	28	widespread	widespread	ADJ
gssr-996	121	29	adoption	adoption	NOUN
gssr-996	121	30	,	,	PUNCT
gssr-996	121	31	particularly	particularly	ADV
gssr-996	121	32	in	in	ADP
gssr-996	121	33	developing	develop	VERB
gssr-996	121	34	countries	country	NOUN
gssr-996	121	35	like	like	ADP
gssr-996	121	36	nigeria	nigeria	PROPN
gssr-996	121	37	.	.	PUNCT
gssr-996	122	1	these	these	DET
gssr-996	122	2	challenges	challenge	NOUN
gssr-996	122	3	include	include	VERB
gssr-996	122	4	technological	technological	ADJ
gssr-996	122	5	literacy	literacy	NOUN
gssr-996	122	6	and	and	CCONJ
gssr-996	122	7	access	access	NOUN
gssr-996	122	8	,	,	PUNCT
gssr-996	122	9	infrastructure	infrastructure	NOUN
gssr-996	122	10	limitations	limitation	NOUN
gssr-996	122	11	,	,	PUNCT
gssr-996	122	12	policy	policy	NOUN
gssr-996	122	13	and	and	CCONJ
gssr-996	122	14	regulatory	regulatory	ADJ
gssr-996	122	15	challenges	challenge	NOUN
gssr-996	122	16	,	,	PUNCT
gssr-996	122	17	and	and	CCONJ
gssr-996	122	18	socioeconomic	socioeconomic	ADJ
gssr-996	122	19	factors	factor	NOUN
gssr-996	122	20	.	.	PUNCT
gssr-996	123	1	technological	technological	ADJ
gssr-996	123	2	literacy	literacy	NOUN
gssr-996	123	3	and	and	CCONJ
gssr-996	123	4	access	access	NOUN
gssr-996	123	5	one	one	NUM
gssr-996	123	6	of	of	ADP
gssr-996	123	7	the	the	DET
gssr-996	123	8	primary	primary	ADJ
gssr-996	123	9	barriers	barrier	NOUN
gssr-996	123	10	to	to	PART
gssr-996	123	11	ai	ai	VERB
gssr-996	123	12	adoption	adoption	NOUN
gssr-996	123	13	in	in	ADP
gssr-996	123	14	agriculture	agriculture	NOUN
gssr-996	123	15	is	be	AUX
gssr-996	123	16	the	the	DET
gssr-996	123	17	lack	lack	NOUN
gssr-996	123	18	of	of	ADP
gssr-996	123	19	technological	technological	ADJ
gssr-996	123	20	literacy	literacy	NOUN
gssr-996	123	21	among	among	ADP
gssr-996	123	22	farmers	farmer	NOUN
gssr-996	123	23	.	.	PUNCT
gssr-996	124	1	many	many	ADJ
gssr-996	124	2	smallholder	smallholder	NOUN
gssr-996	124	3	farmers	farmer	NOUN
gssr-996	124	4	in	in	ADP
gssr-996	124	5	nigeria	nigeria	PROPN
gssr-996	124	6	have	have	VERB
gssr-996	124	7	limited	limit	VERB
gssr-996	124	8	exposure	exposure	NOUN
gssr-996	124	9	to	to	ADP
gssr-996	124	10	advanced	advanced	ADJ
gssr-996	124	11	technologies	technology	NOUN
gssr-996	124	12	,	,	PUNCT
gssr-996	124	13	which	which	PRON
gssr-996	124	14	can	can	AUX
gssr-996	124	15	impede	impede	VERB
gssr-996	124	16	their	their	PRON
gssr-996	124	17	ability	ability	NOUN
gssr-996	124	18	to	to	PART
gssr-996	124	19	effectively	effectively	ADV
gssr-996	124	20	utilize	utilize	VERB
gssr-996	124	21	ai	ai	PRON
gssr-996	124	22	tools	tool	NOUN
gssr-996	124	23	(	(	PUNCT
gssr-996	124	24	ojo	ojo	NOUN
gssr-996	124	25	et	et	PROPN
gssr-996	124	26	al	al	PROPN
gssr-996	124	27	.	.	PROPN
gssr-996	124	28	,	,	PUNCT
gssr-996	124	29	2021	2021	NUM
gssr-996	124	30	)	)	PUNCT
gssr-996	124	31	.	.	PUNCT
gssr-996	125	1	this	this	DET
gssr-996	125	2	gap	gap	NOUN
gssr-996	125	3	in	in	ADP
gssr-996	125	4	knowledge	knowledge	NOUN
gssr-996	125	5	often	often	ADV
gssr-996	125	6	leads	lead	VERB
gssr-996	125	7	to	to	ADP
gssr-996	125	8	resistance	resistance	NOUN
gssr-996	125	9	to	to	ADP
gssr-996	125	10	adopting	adopt	VERB
gssr-996	125	11	new	new	ADJ
gssr-996	125	12	technologies	technology	NOUN
gssr-996	125	13	,	,	PUNCT
gssr-996	125	14	as	as	SCONJ
gssr-996	125	15	farmers	farmer	NOUN
gssr-996	125	16	may	may	AUX
gssr-996	125	17	feel	feel	VERB
gssr-996	125	18	overwhelmed	overwhelmed	ADJ
gssr-996	125	19	or	or	CCONJ
gssr-996	125	20	uncertain	uncertain	ADJ
gssr-996	125	21	about	about	ADP
gssr-996	125	22	how	how	SCONJ
gssr-996	125	23	to	to	PART
gssr-996	125	24	integrate	integrate	VERB
gssr-996	125	25	ai	ai	VERB
gssr-996	125	26	into	into	ADP
gssr-996	125	27	their	their	PRON
gssr-996	125	28	existing	exist	VERB
gssr-996	125	29	practices	practice	NOUN
gssr-996	125	30	.	.	PUNCT
gssr-996	126	1	(	(	PUNCT
gssr-996	126	2	joubert	joubert	PROPN
gssr-996	126	3	&	&	CCONJ
gssr-996	126	4	jokonya	jokonya	PROPN
gssr-996	126	5	,	,	PUNCT
gssr-996	126	6	2021	2021	NUM
gssr-996	126	7	)	)	PUNCT
gssr-996	126	8	furthermore	furthermore	ADV
gssr-996	126	9	,	,	PUNCT
gssr-996	126	10	access	access	NOUN
gssr-996	126	11	to	to	ADP
gssr-996	126	12	ai	ai	PROPN
gssr-996	126	13	technologies	technology	NOUN
gssr-996	126	14	is	be	AUX
gssr-996	126	15	often	often	ADV
gssr-996	126	16	limited	limit	VERB
gssr-996	126	17	,	,	PUNCT
gssr-996	126	18	particularly	particularly	ADV
gssr-996	126	19	in	in	ADP
gssr-996	126	20	rural	rural	ADJ
gssr-996	126	21	areas	area	NOUN
gssr-996	126	22	where	where	SCONJ
gssr-996	126	23	internet	internet	NOUN
gssr-996	126	24	connectivity	connectivity	NOUN
gssr-996	126	25	and	and	CCONJ
gssr-996	126	26	digital	digital	ADJ
gssr-996	126	27	resources	resource	NOUN
gssr-996	126	28	are	be	AUX
gssr-996	126	29	scarce	scarce	ADJ
gssr-996	126	30	(	(	PUNCT
gssr-996	126	31	khan	khan	PROPN
gssr-996	126	32	et	et	PROPN
gssr-996	126	33	al	al	PROPN
gssr-996	126	34	.	.	PROPN
gssr-996	126	35	,	,	PUNCT
gssr-996	126	36	2020	2020	NUM
gssr-996	126	37	)	)	PUNCT
gssr-996	126	38	.	.	PUNCT
gssr-996	127	1	without	without	ADP
gssr-996	127	2	adequate	adequate	ADJ
gssr-996	127	3	training	training	NOUN
gssr-996	127	4	and	and	CCONJ
gssr-996	127	5	access	access	NOUN
gssr-996	127	6	to	to	ADP
gssr-996	127	7	technology	technology	NOUN
gssr-996	127	8	,	,	PUNCT
gssr-996	127	9	the	the	DET
gssr-996	127	10	potential	potential	ADJ
gssr-996	127	11	benefits	benefit	NOUN
gssr-996	127	12	of	of	ADP
gssr-996	127	13	ai	ai	VERB
gssr-996	127	14	can	can	AUX
gssr-996	127	15	not	not	PART
gssr-996	127	16	be	be	AUX
gssr-996	127	17	fully	fully	ADV
gssr-996	127	18	realized	realize	VERB
gssr-996	127	19	,	,	PUNCT
gssr-996	127	20	leaving	leave	VERB
gssr-996	127	21	many	many	ADJ
gssr-996	127	22	farmers	farmer	NOUN
gssr-996	127	23	at	at	ADP
gssr-996	127	24	a	a	DET
gssr-996	127	25	disadvantage	disadvantage	NOUN
gssr-996	127	26	.	.	PUNCT
gssr-996	128	1	infrastructure	infrastructure	NOUN
gssr-996	128	2	limitations	limitation	NOUN
gssr-996	128	3	infrastructure	infrastructure	NOUN
gssr-996	128	4	limitations	limitation	NOUN
gssr-996	128	5	pose	pose	VERB
gssr-996	128	6	a	a	DET
gssr-996	128	7	significant	significant	ADJ
gssr-996	128	8	challenge	challenge	NOUN
gssr-996	128	9	to	to	ADP
gssr-996	128	10	the	the	DET
gssr-996	128	11	adoption	adoption	NOUN
gssr-996	128	12	of	of	ADP
gssr-996	128	13	ai	ai	NOUN
gssr-996	128	14	in	in	ADP
gssr-996	128	15	agriculture	agriculture	NOUN
gssr-996	128	16	.	.	PUNCT
gssr-996	129	1	in	in	ADP
gssr-996	129	2	nigeria	nigeria	PROPN
gssr-996	129	3	,	,	PUNCT
gssr-996	129	4	inadequate	inadequate	ADJ
gssr-996	129	5	transportation	transportation	NOUN
gssr-996	129	6	networks	network	NOUN
gssr-996	129	7	,	,	PUNCT
gssr-996	129	8	unreliable	unreliable	ADJ
gssr-996	129	9	electricity	electricity	NOUN
gssr-996	129	10	supply	supply	NOUN
gssr-996	129	11	,	,	PUNCT
gssr-996	129	12	and	and	CCONJ
gssr-996	129	13	insufficient	insufficient	ADJ
gssr-996	129	14	internet	internet	NOUN
gssr-996	129	15	connectivity	connectivity	NOUN
gssr-996	129	16	hinder	hinder	VERB
gssr-996	129	17	the	the	DET
gssr-996	129	18	implementation	implementation	NOUN
gssr-996	129	19	of	of	ADP
gssr-996	129	20	ai	ai	PROPN
gssr-996	129	21	technologies	technology	NOUN
gssr-996	129	22	(	(	PUNCT
gssr-996	129	23	adesina	adesina	NOUN
gssr-996	129	24	et	et	PROPN
gssr-996	129	25	al	al	PROPN
gssr-996	129	26	.	.	PROPN
gssr-996	129	27	,	,	PUNCT
gssr-996	129	28	2020	2020	NUM
gssr-996	129	29	)	)	PUNCT
gssr-996	129	30	.	.	PUNCT
gssr-996	130	1	for	for	ADP
gssr-996	130	2	instance	instance	NOUN
gssr-996	130	3	,	,	PUNCT
gssr-996	130	4	precision	precision	NOUN
gssr-996	130	5	agriculture	agriculture	NOUN
gssr-996	130	6	relies	rely	VERB
gssr-996	130	7	heavily	heavily	ADV
gssr-996	130	8	on	on	ADP
gssr-996	130	9	data	datum	NOUN
gssr-996	130	10	global	global	ADJ
gssr-996	130	11	sustainability	sustainability	PROPN
gssr-996	130	12	research	research	NOUN
gssr-996	130	13	global	global	ADJ
gssr-996	130	14	scientific	scientific	ADJ
gssr-996	130	15	research	research	NOUN
gssr-996	130	16	103	103	NUM
gssr-996	130	17	collection	collection	NOUN
gssr-996	130	18	and	and	CCONJ
gssr-996	130	19	analysis	analysis	NOUN
gssr-996	130	20	,	,	PUNCT
gssr-996	130	21	which	which	PRON
gssr-996	130	22	requires	require	VERB
gssr-996	130	23	robust	robust	ADJ
gssr-996	130	24	internet	internet	NOUN
gssr-996	130	25	access	access	NOUN
gssr-996	130	26	and	and	CCONJ
gssr-996	130	27	reliable	reliable	ADJ
gssr-996	130	28	power	power	NOUN
gssr-996	130	29	sources	source	NOUN
gssr-996	130	30	to	to	PART
gssr-996	130	31	operate	operate	VERB
gssr-996	130	32	sensors	sensor	NOUN
gssr-996	130	33	and	and	CCONJ
gssr-996	130	34	drones	drone	NOUN
gssr-996	130	35	effectively	effectively	ADV
gssr-996	130	36	.	.	PUNCT
gssr-996	131	1	the	the	DET
gssr-996	131	2	lack	lack	NOUN
gssr-996	131	3	of	of	ADP
gssr-996	131	4	such	such	ADJ
gssr-996	131	5	infrastructure	infrastructure	NOUN
gssr-996	131	6	can	can	AUX
gssr-996	131	7	lead	lead	VERB
gssr-996	131	8	to	to	ADP
gssr-996	131	9	inefficiencies	inefficiency	NOUN
gssr-996	131	10	and	and	CCONJ
gssr-996	131	11	limit	limit	VERB
gssr-996	131	12	the	the	DET
gssr-996	131	13	scalability	scalability	NOUN
gssr-996	131	14	of	of	ADP
gssr-996	131	15	ai	ai	ADJ
gssr-996	131	16	solutions	solution	NOUN
gssr-996	131	17	in	in	ADP
gssr-996	131	18	agricultural	agricultural	ADJ
gssr-996	131	19	practices	practice	NOUN
gssr-996	131	20	.	.	PUNCT
gssr-996	132	1	addressing	address	VERB
gssr-996	132	2	these	these	DET
gssr-996	132	3	infrastructure	infrastructure	NOUN
gssr-996	132	4	challenges	challenge	NOUN
gssr-996	132	5	is	be	AUX
gssr-996	132	6	crucial	crucial	ADJ
gssr-996	132	7	for	for	ADP
gssr-996	132	8	enabling	enable	VERB
gssr-996	132	9	farmers	farmer	NOUN
gssr-996	132	10	to	to	PART
gssr-996	132	11	leverage	leverage	VERB
gssr-996	132	12	ai	ai	VERB
gssr-996	132	13	technologies	technology	NOUN
gssr-996	132	14	effectively	effectively	ADV
gssr-996	132	15	.	.	PUNCT
gssr-996	133	1	policy	policy	NOUN
gssr-996	133	2	and	and	CCONJ
gssr-996	133	3	regulatory	regulatory	ADJ
gssr-996	133	4	challenges	challenge	NOUN
gssr-996	133	5	the	the	DET
gssr-996	133	6	absence	absence	NOUN
gssr-996	133	7	of	of	ADP
gssr-996	133	8	supportive	supportive	ADJ
gssr-996	133	9	policies	policy	NOUN
gssr-996	133	10	and	and	CCONJ
gssr-996	133	11	regulatory	regulatory	ADJ
gssr-996	133	12	frameworks	framework	NOUN
gssr-996	133	13	can	can	AUX
gssr-996	133	14	also	also	ADV
gssr-996	133	15	impede	impede	VERB
gssr-996	133	16	the	the	DET
gssr-996	133	17	adoption	adoption	NOUN
gssr-996	133	18	of	of	ADP
gssr-996	133	19	ai	ai	NOUN
gssr-996	133	20	in	in	ADP
gssr-996	133	21	agriculture	agriculture	NOUN
gssr-996	133	22	.	.	PUNCT
gssr-996	134	1	in	in	ADP
gssr-996	134	2	many	many	ADJ
gssr-996	134	3	cases	case	NOUN
gssr-996	134	4	,	,	PUNCT
gssr-996	134	5	existing	exist	VERB
gssr-996	134	6	agricultural	agricultural	ADJ
gssr-996	134	7	policies	policy	NOUN
gssr-996	134	8	do	do	AUX
gssr-996	134	9	not	not	PART
gssr-996	134	10	adequately	adequately	ADV
gssr-996	134	11	address	address	VERB
gssr-996	134	12	the	the	DET
gssr-996	134	13	integration	integration	NOUN
gssr-996	134	14	of	of	ADP
gssr-996	134	15	new	new	ADJ
gssr-996	134	16	technologies	technology	NOUN
gssr-996	134	17	,	,	PUNCT
gssr-996	134	18	leading	lead	VERB
gssr-996	134	19	to	to	ADP
gssr-996	134	20	uncertainty	uncertainty	NOUN
gssr-996	134	21	among	among	ADP
gssr-996	134	22	farmers	farmer	NOUN
gssr-996	134	23	and	and	CCONJ
gssr-996	134	24	investors	investor	NOUN
gssr-996	134	25	(	(	PUNCT
gssr-996	134	26	sullivan	sullivan	PROPN
gssr-996	134	27	et	et	PROPN
gssr-996	134	28	al	al	PROPN
gssr-996	134	29	.	.	PROPN
gssr-996	134	30	,	,	PUNCT
gssr-996	134	31	2020	2020	NUM
gssr-996	134	32	)	)	PUNCT
gssr-996	134	33	.	.	PUNCT
gssr-996	135	1	additionally	additionally	ADV
gssr-996	135	2	,	,	PUNCT
gssr-996	135	3	regulatory	regulatory	ADJ
gssr-996	135	4	barriers	barrier	NOUN
gssr-996	135	5	related	relate	VERB
gssr-996	135	6	to	to	ADP
gssr-996	135	7	data	data	NOUN
gssr-996	135	8	privacy	privacy	NOUN
gssr-996	135	9	,	,	PUNCT
gssr-996	135	10	intellectual	intellectual	ADJ
gssr-996	135	11	property	property	NOUN
gssr-996	135	12	rights	right	NOUN
gssr-996	135	13	,	,	PUNCT
gssr-996	135	14	and	and	CCONJ
gssr-996	135	15	technology	technology	NOUN
gssr-996	135	16	transfer	transfer	NOUN
gssr-996	135	17	can	can	AUX
gssr-996	135	18	create	create	VERB
gssr-996	135	19	obstacles	obstacle	NOUN
gssr-996	135	20	for	for	ADP
gssr-996	135	21	the	the	DET
gssr-996	135	22	development	development	NOUN
gssr-996	135	23	and	and	CCONJ
gssr-996	135	24	implementation	implementation	NOUN
gssr-996	135	25	of	of	ADP
gssr-996	135	26	ai	ai	ADJ
gssr-996	135	27	solutions	solution	NOUN
gssr-996	135	28	in	in	ADP
gssr-996	135	29	agriculture	agriculture	NOUN
gssr-996	135	30	(	(	PUNCT
gssr-996	135	31	abiodun	abiodun	PROPN
gssr-996	135	32	et	et	PROPN
gssr-996	135	33	al	al	PROPN
gssr-996	135	34	.	.	PROPN
gssr-996	135	35	,	,	PUNCT
gssr-996	135	36	2018	2018	NUM
gssr-996	135	37	)	)	PUNCT
gssr-996	135	38	.	.	PUNCT
gssr-996	136	1	policymakers	policymaker	NOUN
gssr-996	136	2	must	must	AUX
gssr-996	136	3	establish	establish	VERB
gssr-996	136	4	clear	clear	ADJ
gssr-996	136	5	guidelines	guideline	NOUN
gssr-996	136	6	and	and	CCONJ
gssr-996	136	7	support	support	NOUN
gssr-996	136	8	mechanisms	mechanism	NOUN
gssr-996	136	9	to	to	PART
gssr-996	136	10	foster	foster	VERB
gssr-996	136	11	innovation	innovation	NOUN
gssr-996	136	12	and	and	CCONJ
gssr-996	136	13	encourage	encourage	VERB
gssr-996	136	14	the	the	DET
gssr-996	136	15	adoption	adoption	NOUN
gssr-996	136	16	of	of	ADP
gssr-996	136	17	ai	ai	PROPN
gssr-996	136	18	technologies	technology	NOUN
gssr-996	136	19	in	in	ADP
gssr-996	136	20	the	the	DET
gssr-996	136	21	agricultural	agricultural	ADJ
gssr-996	136	22	sector	sector	NOUN
gssr-996	136	23	.	.	PUNCT
gssr-996	137	1	socioeconomic	socioeconomic	ADJ
gssr-996	137	2	factors	factor	NOUN
gssr-996	137	3	socioeconomic	socioeconomic	ADJ
gssr-996	137	4	factors	factor	NOUN
gssr-996	137	5	play	play	VERB
gssr-996	137	6	a	a	DET
gssr-996	137	7	critical	critical	ADJ
gssr-996	137	8	role	role	NOUN
gssr-996	137	9	in	in	ADP
gssr-996	137	10	the	the	DET
gssr-996	137	11	adoption	adoption	NOUN
gssr-996	137	12	of	of	ADP
gssr-996	137	13	ai	ai	NOUN
gssr-996	137	14	in	in	ADP
gssr-996	137	15	agriculture	agriculture	NOUN
gssr-996	137	16	.	.	PUNCT
gssr-996	138	1	many	many	ADJ
gssr-996	138	2	smallholder	smallholder	NOUN
gssr-996	138	3	farmers	farmer	NOUN
gssr-996	138	4	in	in	ADP
gssr-996	138	5	nigeria	nigeria	PROPN
gssr-996	138	6	operate	operate	VERB
gssr-996	138	7	on	on	ADP
gssr-996	138	8	limited	limited	ADJ
gssr-996	138	9	budgets	budget	NOUN
gssr-996	138	10	and	and	CCONJ
gssr-996	138	11	face	face	VERB
gssr-996	138	12	financial	financial	ADJ
gssr-996	138	13	constraints	constraint	NOUN
gssr-996	138	14	that	that	PRON
gssr-996	138	15	make	make	VERB
gssr-996	138	16	it	it	PRON
gssr-996	138	17	difficult	difficult	ADJ
gssr-996	138	18	to	to	PART
gssr-996	138	19	invest	invest	VERB
gssr-996	138	20	in	in	ADP
gssr-996	138	21	new	new	ADJ
gssr-996	138	22	technologies	technology	NOUN
gssr-996	138	23	(	(	PUNCT
gssr-996	138	24	ibitoye	ibitoye	X
gssr-996	138	25	et	et	PROPN
gssr-996	138	26	al	al	PROPN
gssr-996	138	27	.	.	PROPN
gssr-996	138	28	,	,	PUNCT
gssr-996	138	29	2021	2021	NUM
gssr-996	138	30	)	)	PUNCT
gssr-996	138	31	.	.	PUNCT
gssr-996	139	1	additionally	additionally	ADV
gssr-996	139	2	,	,	PUNCT
gssr-996	139	3	the	the	DET
gssr-996	139	4	lack	lack	NOUN
gssr-996	139	5	of	of	ADP
gssr-996	139	6	access	access	NOUN
gssr-996	139	7	to	to	ADP
gssr-996	139	8	credit	credit	NOUN
gssr-996	139	9	and	and	CCONJ
gssr-996	139	10	financial	financial	ADJ
gssr-996	139	11	services	service	NOUN
gssr-996	139	12	can	can	AUX
gssr-996	139	13	further	far	ADV
gssr-996	139	14	exacerbate	exacerbate	VERB
gssr-996	139	15	these	these	DET
gssr-996	139	16	challenges	challenge	NOUN
gssr-996	139	17	,	,	PUNCT
gssr-996	139	18	preventing	prevent	VERB
gssr-996	139	19	farmers	farmer	NOUN
gssr-996	139	20	from	from	ADP
gssr-996	139	21	adopting	adopt	VERB
gssr-996	139	22	ai	ai	ADJ
gssr-996	139	23	solutions	solution	NOUN
gssr-996	139	24	that	that	PRON
gssr-996	139	25	require	require	VERB
gssr-996	139	26	upfront	upfront	ADJ
gssr-996	139	27	investments	investment	NOUN
gssr-996	139	28	(	(	PUNCT
gssr-996	139	29	kudama	kudama	X
gssr-996	139	30	et	et	PROPN
gssr-996	139	31	al	al	PROPN
gssr-996	139	32	.	.	PROPN
gssr-996	139	33	,	,	PUNCT
gssr-996	139	34	2021	2021	NUM
gssr-996	139	35	)	)	PUNCT
gssr-996	139	36	.	.	PUNCT
gssr-996	140	1	moreover	moreover	ADV
gssr-996	140	2	,	,	PUNCT
gssr-996	140	3	cultural	cultural	ADJ
gssr-996	140	4	attitudes	attitude	NOUN
gssr-996	140	5	towards	towards	ADP
gssr-996	140	6	technology	technology	NOUN
gssr-996	140	7	and	and	CCONJ
gssr-996	140	8	innovation	innovation	NOUN
gssr-996	140	9	can	can	AUX
gssr-996	140	10	influence	influence	VERB
gssr-996	140	11	farmers	farmer	NOUN
gssr-996	140	12	'	'	PART
gssr-996	140	13	willingness	willingness	NOUN
gssr-996	140	14	to	to	PART
gssr-996	140	15	embrace	embrace	VERB
gssr-996	140	16	ai	ai	VERB
gssr-996	140	17	.	.	PUNCT
gssr-996	141	1	in	in	ADP
gssr-996	141	2	some	some	DET
gssr-996	141	3	cases	case	NOUN
gssr-996	141	4	,	,	PUNCT
gssr-996	141	5	traditional	traditional	ADJ
gssr-996	141	6	farming	farming	NOUN
gssr-996	141	7	practices	practice	NOUN
gssr-996	141	8	may	may	AUX
gssr-996	141	9	be	be	AUX
gssr-996	141	10	deeply	deeply	ADV
gssr-996	141	11	rooted	root	VERB
gssr-996	141	12	,	,	PUNCT
gssr-996	141	13	leading	lead	VERB
gssr-996	141	14	to	to	ADP
gssr-996	141	15	resistance	resistance	NOUN
gssr-996	141	16	against	against	ADP
gssr-996	141	17	adopting	adopt	VERB
gssr-996	141	18	modern	modern	ADJ
gssr-996	141	19	technologies	technology	NOUN
gssr-996	141	20	(	(	PUNCT
gssr-996	141	21	zhang	zhang	X
gssr-996	141	22	et	et	PROPN
gssr-996	141	23	al	al	PROPN
gssr-996	141	24	.	.	PROPN
gssr-996	141	25	,	,	PUNCT
gssr-996	141	26	2019	2019	NUM
gssr-996	141	27	)	)	PUNCT
gssr-996	141	28	.	.	PUNCT
gssr-996	142	1	addressing	address	VERB
gssr-996	142	2	these	these	DET
gssr-996	142	3	socioeconomic	socioeconomic	ADJ
gssr-996	142	4	barriers	barrier	NOUN
gssr-996	142	5	is	be	AUX
gssr-996	142	6	essential	essential	ADJ
gssr-996	142	7	for	for	ADP
gssr-996	142	8	promoting	promote	VERB
gssr-996	142	9	the	the	DET
gssr-996	142	10	successful	successful	ADJ
gssr-996	142	11	integration	integration	NOUN
gssr-996	142	12	of	of	ADP
gssr-996	142	13	ai	ai	NOUN
gssr-996	142	14	in	in	ADP
gssr-996	142	15	agriculture	agriculture	NOUN
gssr-996	142	16	.	.	PUNCT
gssr-996	143	1	in	in	ADP
gssr-996	143	2	conclusion	conclusion	NOUN
gssr-996	143	3	,	,	PUNCT
gssr-996	143	4	while	while	SCONJ
gssr-996	143	5	ai	ai	ADV
gssr-996	143	6	has	have	VERB
gssr-996	143	7	the	the	DET
gssr-996	143	8	potential	potential	NOUN
gssr-996	143	9	to	to	PART
gssr-996	143	10	transform	transform	VERB
gssr-996	143	11	agriculture	agriculture	NOUN
gssr-996	143	12	in	in	ADP
gssr-996	143	13	nigeria	nigeria	PROPN
gssr-996	143	14	,	,	PUNCT
gssr-996	143	15	several	several	ADJ
gssr-996	143	16	challenges	challenge	NOUN
gssr-996	143	17	and	and	CCONJ
gssr-996	143	18	barriers	barrier	NOUN
gssr-996	143	19	must	must	AUX
gssr-996	143	20	be	be	AUX
gssr-996	143	21	addressed	address	VERB
gssr-996	143	22	to	to	PART
gssr-996	143	23	facilitate	facilitate	VERB
gssr-996	143	24	its	its	PRON
gssr-996	143	25	adoption	adoption	NOUN
gssr-996	143	26	.	.	PUNCT
gssr-996	144	1	enhancing	enhance	VERB
gssr-996	144	2	technological	technological	ADJ
gssr-996	144	3	literacy	literacy	NOUN
gssr-996	144	4	,	,	PUNCT
gssr-996	144	5	improving	improve	VERB
gssr-996	144	6	infrastructure	infrastructure	NOUN
gssr-996	144	7	,	,	PUNCT
gssr-996	144	8	establishing	establish	VERB
gssr-996	144	9	supportive	supportive	ADJ
gssr-996	144	10	policies	policy	NOUN
gssr-996	144	11	,	,	PUNCT
gssr-996	144	12	and	and	CCONJ
gssr-996	144	13	addressing	address	VERB
gssr-996	144	14	socioeconomic	socioeconomic	ADJ
gssr-996	144	15	factors	factor	NOUN
gssr-996	144	16	are	be	AUX
gssr-996	144	17	critical	critical	ADJ
gssr-996	144	18	steps	step	NOUN
gssr-996	144	19	toward	toward	ADP
gssr-996	144	20	enabling	enable	VERB
gssr-996	144	21	farmers	farmer	NOUN
gssr-996	144	22	to	to	PART
gssr-996	144	23	leverage	leverage	VERB
gssr-996	144	24	ai	ai	VERB
gssr-996	144	25	technologies	technology	NOUN
gssr-996	144	26	effectively	effectively	ADV
gssr-996	144	27	.	.	PUNCT
gssr-996	145	1	by	by	ADP
gssr-996	145	2	overcoming	overcome	VERB
gssr-996	145	3	these	these	DET
gssr-996	145	4	challenges	challenge	NOUN
gssr-996	145	5	,	,	PUNCT
gssr-996	145	6	nigeria	nigeria	PROPN
gssr-996	145	7	can	can	AUX
gssr-996	145	8	harness	harness	VERB
gssr-996	145	9	the	the	DET
gssr-996	145	10	power	power	NOUN
gssr-996	145	11	of	of	ADP
gssr-996	145	12	ai	ai	VERB
gssr-996	145	13	to	to	PART
gssr-996	145	14	promote	promote	VERB
gssr-996	145	15	sustainable	sustainable	ADJ
gssr-996	145	16	agricultural	agricultural	ADJ
gssr-996	145	17	practices	practice	NOUN
gssr-996	145	18	and	and	CCONJ
gssr-996	145	19	improve	improve	VERB
gssr-996	145	20	food	food	NOUN
gssr-996	145	21	security	security	NOUN
gssr-996	145	22	.	.	PUNCT
gssr-996	146	1	empirical	empirical	ADJ
gssr-996	146	2	evidence	evidence	NOUN
gssr-996	146	3	of	of	ADP
gssr-996	146	4	ai	ai	PROPN
gssr-996	146	5	applications	application	NOUN
gssr-996	146	6	in	in	ADP
gssr-996	146	7	nigerian	nigerian	ADJ
gssr-996	146	8	agriculture	agriculture	NOUN
gssr-996	146	9	the	the	DET
gssr-996	146	10	integration	integration	NOUN
gssr-996	146	11	of	of	ADP
gssr-996	146	12	artificial	artificial	ADJ
gssr-996	146	13	intelligence	intelligence	NOUN
gssr-996	146	14	(	(	PUNCT
gssr-996	146	15	ai	ai	NOUN
gssr-996	146	16	)	)	PUNCT
gssr-996	146	17	in	in	ADP
gssr-996	146	18	agriculture	agriculture	NOUN
gssr-996	146	19	is	be	AUX
gssr-996	146	20	increasingly	increasingly	ADV
gssr-996	146	21	recognized	recognize	VERB
gssr-996	146	22	as	as	ADP
gssr-996	146	23	a	a	DET
gssr-996	146	24	transformative	transformative	ADJ
gssr-996	146	25	approach	approach	NOUN
gssr-996	146	26	to	to	ADP
gssr-996	146	27	achieving	achieve	VERB
gssr-996	146	28	sustainable	sustainable	ADJ
gssr-996	146	29	agricultural	agricultural	ADJ
gssr-996	146	30	practices	practice	NOUN
gssr-996	146	31	in	in	ADP
gssr-996	146	32	nigeria	nigeria	PROPN
gssr-996	146	33	.	.	PUNCT
gssr-996	147	1	as	as	SCONJ
gssr-996	147	2	shown	show	VERB
gssr-996	147	3	below	below	ADP
gssr-996	147	4	the	the	DET
gssr-996	147	5	table	table	NOUN
gssr-996	147	6	2	2	NUM
gssr-996	147	7	,	,	PUNCT
gssr-996	147	8	this	this	DET
gssr-996	147	9	section	section	NOUN
gssr-996	147	10	discusses	discuss	VERB
gssr-996	147	11	empirical	empirical	ADJ
gssr-996	147	12	evidence	evidence	NOUN
gssr-996	147	13	and	and	CCONJ
gssr-996	147	14	case	case	NOUN
gssr-996	147	15	studies	study	NOUN
gssr-996	147	16	that	that	PRON
gssr-996	147	17	illustrate	illustrate	VERB
gssr-996	147	18	the	the	DET
gssr-996	147	19	impact	impact	NOUN
gssr-996	147	20	of	of	ADP
gssr-996	147	21	ai	ai	VERB
gssr-996	147	22	on	on	ADP
gssr-996	147	23	farming	farming	NOUN
gssr-996	147	24	systems	system	NOUN
gssr-996	147	25	in	in	ADP
gssr-996	147	26	nigeria	nigeria	PROPN
gssr-996	147	27	,	,	PUNCT
gssr-996	147	28	focusing	focus	VERB
gssr-996	147	29	on	on	ADP
gssr-996	147	30	enhancing	enhance	VERB
gssr-996	147	31	productivity	productivity	NOUN
gssr-996	147	32	,	,	PUNCT
gssr-996	147	33	optimizing	optimize	VERB
gssr-996	147	34	resource	resource	NOUN
gssr-996	147	35	use	use	NOUN
gssr-996	147	36	,	,	PUNCT
gssr-996	147	37	and	and	CCONJ
gssr-996	147	38	promoting	promote	VERB
gssr-996	147	39	sustainability	sustainability	NOUN
gssr-996	147	40	.	.	PUNCT
gssr-996	148	1	the	the	DET
gssr-996	148	2	integration	integration	NOUN
gssr-996	148	3	of	of	ADP
gssr-996	148	4	ai	ai	VERB
gssr-996	148	5	in	in	ADP
gssr-996	148	6	modern	modern	ADJ
gssr-996	148	7	farming	farming	NOUN
gssr-996	148	8	systems	system	NOUN
gssr-996	148	9	in	in	ADP
gssr-996	148	10	nigeria	nigeria	PROPN
gssr-996	148	11	is	be	AUX
gssr-996	148	12	proving	prove	VERB
gssr-996	148	13	to	to	PART
gssr-996	148	14	be	be	AUX
gssr-996	148	15	a	a	DET
gssr-996	148	16	catalyst	catalyst	NOUN
gssr-996	148	17	for	for	ADP
gssr-996	148	18	sustainable	sustainable	ADJ
gssr-996	148	19	agricultural	agricultural	ADJ
gssr-996	148	20	transformation	transformation	NOUN
gssr-996	148	21	.	.	PUNCT
gssr-996	149	1	through	through	ADP
gssr-996	149	2	precision	precision	NOUN
gssr-996	149	3	agriculture	agriculture	NOUN
gssr-996	149	4	,	,	PUNCT
gssr-996	149	5	pest	pest	NOUN
gssr-996	149	6	management	management	NOUN
gssr-996	149	7	,	,	PUNCT
gssr-996	149	8	and	and	CCONJ
gssr-996	149	9	optimized	optimize	VERB
gssr-996	149	10	irrigation	irrigation	NOUN
gssr-996	149	11	practices	practice	NOUN
gssr-996	149	12	,	,	PUNCT
gssr-996	149	13	ai	ai	VERB
gssr-996	149	14	technologies	technology	NOUN
gssr-996	149	15	are	be	AUX
gssr-996	149	16	enhancing	enhance	VERB
gssr-996	149	17	productivity	productivity	NOUN
gssr-996	149	18	while	while	SCONJ
gssr-996	149	19	promoting	promote	VERB
gssr-996	149	20	environmental	environmental	ADJ
gssr-996	149	21	sustainability	sustainability	NOUN
gssr-996	149	22	.	.	PUNCT
gssr-996	150	1	the	the	DET
gssr-996	150	2	empirical	empirical	ADJ
gssr-996	150	3	evidence	evidence	NOUN
gssr-996	150	4	and	and	CCONJ
gssr-996	150	5	case	case	NOUN
gssr-996	150	6	studies	study	NOUN
gssr-996	150	7	presented	present	VERB
gssr-996	150	8	highlight	highlight	VERB
gssr-996	150	9	the	the	DET
gssr-996	150	10	potential	potential	NOUN
gssr-996	150	11	of	of	ADP
gssr-996	150	12	ai	ai	VERB
gssr-996	150	13	to	to	PART
gssr-996	150	14	address	address	VERB
gssr-996	150	15	the	the	DET
gssr-996	150	16	challenges	challenge	NOUN
gssr-996	150	17	faced	face	VERB
gssr-996	150	18	by	by	ADP
gssr-996	150	19	the	the	DET
gssr-996	150	20	agricultural	agricultural	ADJ
gssr-996	150	21	sector	sector	NOUN
gssr-996	150	22	in	in	ADP
gssr-996	150	23	nigeria	nigeria	PROPN
gssr-996	150	24	,	,	PUNCT
gssr-996	150	25	ultimately	ultimately	ADV
gssr-996	150	26	contributing	contribute	VERB
gssr-996	150	27	to	to	ADP
gssr-996	150	28	food	food	NOUN
gssr-996	150	29	security	security	NOUN
gssr-996	150	30	and	and	CCONJ
gssr-996	150	31	economic	economic	ADJ
gssr-996	150	32	development	development	NOUN
gssr-996	150	33	.	.	PUNCT
gssr-996	151	1	as	as	SCONJ
gssr-996	151	2	these	these	DET
gssr-996	151	3	technologies	technology	NOUN
gssr-996	151	4	continue	continue	VERB
gssr-996	151	5	to	to	PART
gssr-996	151	6	evolve	evolve	VERB
gssr-996	151	7	,	,	PUNCT
gssr-996	151	8	their	their	PRON
gssr-996	151	9	widespread	widespread	ADJ
gssr-996	151	10	adoption	adoption	NOUN
gssr-996	151	11	could	could	AUX
gssr-996	151	12	significantly	significantly	ADV
gssr-996	151	13	reshape	reshape	VERB
gssr-996	151	14	the	the	DET
gssr-996	151	15	agricultural	agricultural	ADJ
gssr-996	151	16	landscape	landscape	NOUN
gssr-996	151	17	in	in	ADP
gssr-996	151	18	nigeria	nigeria	PROPN
gssr-996	151	19	,	,	PUNCT
gssr-996	151	20	fostering	foster	VERB
gssr-996	151	21	resilience	resilience	NOUN
gssr-996	151	22	and	and	CCONJ
gssr-996	151	23	sustainability	sustainability	NOUN
gssr-996	151	24	in	in	ADP
gssr-996	151	25	the	the	DET
gssr-996	151	26	face	face	NOUN
gssr-996	151	27	of	of	ADP
gssr-996	151	28	climate	climate	NOUN
gssr-996	151	29	change	change	NOUN
gssr-996	151	30	and	and	CCONJ
gssr-996	151	31	other	other	ADJ
gssr-996	151	32	challenges	challenge	NOUN
gssr-996	151	33	.	.	PUNCT
gssr-996	152	1	the	the	DET
gssr-996	152	2	adoption	adoption	NOUN
gssr-996	152	3	of	of	ADP
gssr-996	152	4	artificial	artificial	ADJ
gssr-996	152	5	intelligence	intelligence	NOUN
gssr-996	152	6	(	(	PUNCT
gssr-996	152	7	ai	ai	NOUN
gssr-996	152	8	)	)	PUNCT
gssr-996	152	9	in	in	ADP
gssr-996	152	10	agriculture	agriculture	NOUN
gssr-996	152	11	is	be	AUX
gssr-996	152	12	steadily	steadily	ADV
gssr-996	152	13	gaining	gain	VERB
gssr-996	152	14	momentum	momentum	NOUN
gssr-996	152	15	in	in	ADP
gssr-996	152	16	nigeria	nigeria	PROPN
gssr-996	152	17	,	,	PUNCT
gssr-996	152	18	offering	offer	VERB
gssr-996	152	19	innovative	innovative	ADJ
gssr-996	152	20	solutions	solution	NOUN
gssr-996	152	21	to	to	PART
gssr-996	152	22	enhance	enhance	VERB
gssr-996	152	23	productivity	productivity	NOUN
gssr-996	152	24	,	,	PUNCT
gssr-996	152	25	optimize	optimize	VERB
gssr-996	152	26	resource	resource	NOUN
gssr-996	152	27	management	management	NOUN
gssr-996	152	28	,	,	PUNCT
gssr-996	152	29	and	and	CCONJ
gssr-996	152	30	foster	foster	ADJ
gssr-996	152	31	sustainable	sustainable	ADJ
gssr-996	152	32	agricultural	agricultural	ADJ
gssr-996	152	33	practices	practice	NOUN
gssr-996	152	34	.	.	PUNCT
gssr-996	153	1	this	this	DET
gssr-996	153	2	section	section	NOUN
gssr-996	153	3	outlines	outline	VERB
gssr-996	153	4	global	global	ADJ
gssr-996	153	5	sustainability	sustainability	NOUN
gssr-996	153	6	research	research	NOUN
gssr-996	153	7	global	global	ADJ
gssr-996	153	8	scientific	scientific	ADJ
gssr-996	153	9	research	research	NOUN
gssr-996	153	10	104	104	NUM
gssr-996	153	11	additional	additional	ADJ
gssr-996	153	12	empirical	empirical	ADJ
gssr-996	153	13	evidence	evidence	NOUN
gssr-996	153	14	and	and	CCONJ
gssr-996	153	15	case	case	NOUN
gssr-996	153	16	studies	study	NOUN
gssr-996	153	17	that	that	PRON
gssr-996	153	18	highlight	highlight	VERB
gssr-996	153	19	the	the	DET
gssr-996	153	20	effectiveness	effectiveness	NOUN
gssr-996	153	21	of	of	ADP
gssr-996	153	22	ai	ai	NOUN
gssr-996	153	23	in	in	ADP
gssr-996	153	24	transforming	transform	VERB
gssr-996	153	25	farming	farming	NOUN
gssr-996	153	26	systems	system	NOUN
gssr-996	153	27	across	across	ADP
gssr-996	153	28	nigeria	nigeria	PROPN
gssr-996	153	29	.	.	PUNCT
gssr-996	154	1	table	table	NOUN
gssr-996	154	2	2	2	NUM
gssr-996	154	3	.	.	PUNCT
gssr-996	155	1	empirical	empirical	ADJ
gssr-996	155	2	evidences	evidence	NOUN
gssr-996	155	3	of	of	ADP
gssr-996	155	4	ai	ai	ADJ
gssr-996	155	5	applications	application	NOUN
gssr-996	155	6	in	in	ADP
gssr-996	155	7	nigerian	nigerian	ADJ
gssr-996	155	8	agriculture	agriculture	NOUN
gssr-996	155	9	sn	sn	PROPN
gssr-996	155	10	technique	technique	NOUN
gssr-996	155	11	description	description	NOUN
gssr-996	155	12	source	source	NOUN
gssr-996	155	13	1	1	NUM
gssr-996	155	14	precision	precision	NOUN
gssr-996	155	15	agriculture	agriculture	NOUN
gssr-996	155	16	ai	ai	VERB
gssr-996	155	17	technologies	technology	NOUN
gssr-996	155	18	,	,	PUNCT
gssr-996	155	19	such	such	ADJ
gssr-996	155	20	as	as	ADP
gssr-996	155	21	remote	remote	ADJ
gssr-996	155	22	sensing	sensing	NOUN
gssr-996	155	23	and	and	CCONJ
gssr-996	155	24	machine	machine	NOUN
gssr-996	155	25	learning	learning	NOUN
gssr-996	155	26	,	,	PUNCT
gssr-996	155	27	are	be	AUX
gssr-996	155	28	being	be	AUX
gssr-996	155	29	utilized	utilize	VERB
gssr-996	155	30	to	to	PART
gssr-996	155	31	implement	implement	VERB
gssr-996	155	32	precision	precision	NOUN
gssr-996	155	33	agriculture	agriculture	NOUN
gssr-996	155	34	in	in	ADP
gssr-996	155	35	nigeria	nigeria	PROPN
gssr-996	155	36	.	.	PUNCT
gssr-996	156	1	farmers	farmer	NOUN
gssr-996	156	2	are	be	AUX
gssr-996	156	3	using	use	VERB
gssr-996	156	4	ai	ai	ADJ
gssr-996	156	5	-	-	PUNCT
gssr-996	156	6	driven	drive	VERB
gssr-996	156	7	drones	drone	NOUN
gssr-996	156	8	to	to	PART
gssr-996	156	9	monitor	monitor	VERB
gssr-996	156	10	crop	crop	NOUN
gssr-996	156	11	health	health	NOUN
gssr-996	156	12	,	,	PUNCT
gssr-996	156	13	assess	assess	VERB
gssr-996	156	14	soil	soil	NOUN
gssr-996	156	15	conditions	condition	NOUN
gssr-996	156	16	,	,	PUNCT
gssr-996	156	17	and	and	CCONJ
gssr-996	156	18	optimize	optimize	VERB
gssr-996	156	19	irrigation	irrigation	NOUN
gssr-996	156	20	practices	practice	NOUN
gssr-996	156	21	.	.	PUNCT
gssr-996	157	1	these	these	DET
gssr-996	157	2	technologies	technology	NOUN
gssr-996	157	3	enable	enable	VERB
gssr-996	157	4	farmers	farmer	NOUN
gssr-996	157	5	to	to	PART
gssr-996	157	6	make	make	VERB
gssr-996	157	7	data	data	NOUN
gssr-996	157	8	-	-	PUNCT
gssr-996	157	9	driven	drive	VERB
gssr-996	157	10	decisions	decision	NOUN
gssr-996	157	11	,	,	PUNCT
gssr-996	157	12	leading	lead	VERB
gssr-996	157	13	to	to	ADP
gssr-996	157	14	increased	increase	VERB
gssr-996	157	15	yields	yield	NOUN
gssr-996	157	16	and	and	CCONJ
gssr-996	157	17	reduced	reduced	ADJ
gssr-996	157	18	resource	resource	NOUN
gssr-996	157	19	wastage	wastage	NOUN
gssr-996	157	20	.	.	PUNCT
gssr-996	158	1	for	for	ADP
gssr-996	158	2	instance	instance	NOUN
gssr-996	158	3	,	,	PUNCT
gssr-996	158	4	a	a	DET
gssr-996	158	5	study	study	NOUN
gssr-996	158	6	by	by	ADP
gssr-996	158	7	ojo	ojo	PROPN
gssr-996	158	8	et	et	PROPN
gssr-996	158	9	al	al	PROPN
gssr-996	158	10	.	.	PROPN
gssr-996	159	1	(	(	PUNCT
gssr-996	159	2	2020	2020	NUM
gssr-996	159	3	)	)	PUNCT
gssr-996	159	4	reported	report	VERB
gssr-996	159	5	that	that	SCONJ
gssr-996	159	6	farmers	farmer	NOUN
gssr-996	159	7	employing	employ	VERB
gssr-996	159	8	precision	precision	NOUN
gssr-996	159	9	agriculture	agriculture	NOUN
gssr-996	159	10	techniques	technique	NOUN
gssr-996	159	11	experienced	experience	VERB
gssr-996	159	12	yield	yield	NOUN
gssr-996	159	13	increases	increase	NOUN
gssr-996	159	14	of	of	ADP
gssr-996	159	15	up	up	ADP
gssr-996	159	16	to	to	PART
gssr-996	159	17	30	30	NUM
gssr-996	159	18	%	%	NOUN
gssr-996	159	19	compared	compare	VERB
gssr-996	159	20	to	to	ADP
gssr-996	159	21	traditional	traditional	ADJ
gssr-996	159	22	farming	farming	NOUN
gssr-996	159	23	methods	method	NOUN
gssr-996	159	24	,	,	PUNCT
gssr-996	159	25	demonstrating	demonstrate	VERB
gssr-996	159	26	the	the	DET
gssr-996	159	27	effectiveness	effectiveness	NOUN
gssr-996	159	28	of	of	ADP
gssr-996	159	29	ai	ai	NOUN
gssr-996	159	30	in	in	ADP
gssr-996	159	31	enhancing	enhance	VERB
gssr-996	159	32	agricultural	agricultural	ADJ
gssr-996	159	33	productivity	productivity	NOUN
gssr-996	159	34	.	.	PUNCT
gssr-996	160	1	ojo	ojo	PROPN
gssr-996	160	2	et	et	PROPN
gssr-996	160	3	al	al	PROPN
gssr-996	160	4	.	.	PROPN
gssr-996	160	5	(	(	PUNCT
gssr-996	160	6	2020	2020	NUM
gssr-996	160	7	)	)	PUNCT
gssr-996	160	8	2	2	NUM
gssr-996	160	9	pest	pest	NOUN
gssr-996	160	10	and	and	CCONJ
gssr-996	160	11	disease	disease	NOUN
gssr-996	160	12	management	management	NOUN
gssr-996	160	13	ai	ai	VERB
gssr-996	160	14	applications	application	NOUN
gssr-996	160	15	in	in	ADP
gssr-996	160	16	pest	pest	NOUN
gssr-996	160	17	and	and	CCONJ
gssr-996	160	18	disease	disease	NOUN
gssr-996	160	19	management	management	NOUN
gssr-996	160	20	have	have	AUX
gssr-996	160	21	shown	show	VERB
gssr-996	160	22	promising	promising	ADJ
gssr-996	160	23	results	result	NOUN
gssr-996	160	24	in	in	ADP
gssr-996	160	25	nigeria	nigeria	PROPN
gssr-996	160	26	.	.	PUNCT
gssr-996	161	1	machine	machine	NOUN
gssr-996	161	2	learning	learn	VERB
gssr-996	161	3	algorithms	algorithm	NOUN
gssr-996	161	4	are	be	AUX
gssr-996	161	5	being	be	AUX
gssr-996	161	6	developed	develop	VERB
gssr-996	161	7	to	to	PART
gssr-996	161	8	analyze	analyze	VERB
gssr-996	161	9	images	image	NOUN
gssr-996	161	10	of	of	ADP
gssr-996	161	11	crops	crop	NOUN
gssr-996	161	12	and	and	CCONJ
gssr-996	161	13	identify	identify	VERB
gssr-996	161	14	signs	sign	NOUN
gssr-996	161	15	of	of	ADP
gssr-996	161	16	pest	pest	NOUN
gssr-996	161	17	infestations	infestation	NOUN
gssr-996	161	18	or	or	CCONJ
gssr-996	161	19	diseases	disease	NOUN
gssr-996	161	20	.	.	PUNCT
gssr-996	162	1	a	a	DET
gssr-996	162	2	project	project	NOUN
gssr-996	162	3	implemented	implement	VERB
gssr-996	162	4	by	by	ADP
gssr-996	162	5	the	the	DET
gssr-996	162	6	international	international	PROPN
gssr-996	162	7	institute	institute	PROPN
gssr-996	162	8	of	of	ADP
gssr-996	162	9	tropical	tropical	ADJ
gssr-996	162	10	agriculture	agriculture	NOUN
gssr-996	162	11	(	(	PUNCT
gssr-996	162	12	iita	iita	PROPN
gssr-996	162	13	)	)	PUNCT
gssr-996	162	14	utilized	utilize	VERB
gssr-996	162	15	ai	ai	VERB
gssr-996	162	16	to	to	PART
gssr-996	162	17	develop	develop	VERB
gssr-996	162	18	a	a	DET
gssr-996	162	19	mobile	mobile	ADJ
gssr-996	162	20	application	application	NOUN
gssr-996	162	21	that	that	PRON
gssr-996	162	22	allows	allow	VERB
gssr-996	162	23	farmers	farmer	NOUN
gssr-996	162	24	to	to	PART
gssr-996	162	25	upload	upload	VERB
gssr-996	162	26	images	image	NOUN
gssr-996	162	27	of	of	ADP
gssr-996	162	28	their	their	PRON
gssr-996	162	29	crops	crop	NOUN
gssr-996	162	30	.	.	PUNCT
gssr-996	163	1	the	the	DET
gssr-996	163	2	app	app	NOUN
gssr-996	163	3	analyzes	analyze	VERB
gssr-996	163	4	the	the	DET
gssr-996	163	5	images	image	NOUN
gssr-996	163	6	and	and	CCONJ
gssr-996	163	7	provides	provide	VERB
gssr-996	163	8	recommendations	recommendation	NOUN
gssr-996	163	9	for	for	ADP
gssr-996	163	10	pest	pest	NOUN
gssr-996	163	11	control	control	NOUN
gssr-996	163	12	measures	measure	NOUN
gssr-996	163	13	,	,	PUNCT
gssr-996	163	14	significantly	significantly	ADV
gssr-996	163	15	reducing	reduce	VERB
gssr-996	163	16	the	the	DET
gssr-996	163	17	reliance	reliance	NOUN
gssr-996	163	18	on	on	ADP
gssr-996	163	19	chemical	chemical	ADJ
gssr-996	163	20	pesticides	pesticide	NOUN
gssr-996	163	21	and	and	CCONJ
gssr-996	163	22	promoting	promote	VERB
gssr-996	163	23	more	more	ADV
gssr-996	163	24	sustainable	sustainable	ADJ
gssr-996	163	25	farming	farming	NOUN
gssr-996	163	26	practices	practice	NOUN
gssr-996	163	27	(	(	PUNCT
gssr-996	163	28	iita	iita	NOUN
gssr-996	163	29	,	,	PUNCT
gssr-996	163	30	2021	2021	NUM
gssr-996	163	31	)	)	PUNCT
gssr-996	163	32	(	(	PUNCT
gssr-996	163	33	iita	iita	NOUN
gssr-996	163	34	,	,	PUNCT
gssr-996	163	35	2021	2021	NUM
gssr-996	163	36	)	)	PUNCT
gssr-996	163	37	3	3	NUM
gssr-996	163	38	irrigation	irrigation	NOUN
gssr-996	163	39	optimization	optimization	NOUN
gssr-996	163	40	ai	ai	NOUN
gssr-996	163	41	technologies	technology	NOUN
gssr-996	163	42	are	be	AUX
gssr-996	163	43	also	also	ADV
gssr-996	163	44	employed	employ	VERB
gssr-996	163	45	to	to	PART
gssr-996	163	46	optimize	optimize	VERB
gssr-996	163	47	irrigation	irrigation	NOUN
gssr-996	163	48	practices	practice	NOUN
gssr-996	163	49	in	in	ADP
gssr-996	163	50	nigeria	nigeria	PROPN
gssr-996	163	51	.	.	PUNCT
gssr-996	164	1	smart	smart	ADJ
gssr-996	164	2	irrigation	irrigation	NOUN
gssr-996	164	3	systems	system	NOUN
gssr-996	164	4	that	that	PRON
gssr-996	164	5	use	use	VERB
gssr-996	164	6	ai	ai	VERB
gssr-996	164	7	algorithms	algorithm	NOUN
gssr-996	164	8	to	to	PART
gssr-996	164	9	analyze	analyze	VERB
gssr-996	164	10	weather	weather	NOUN
gssr-996	164	11	data	datum	NOUN
gssr-996	164	12	,	,	PUNCT
gssr-996	164	13	soil	soil	NOUN
gssr-996	164	14	moisture	moisture	NOUN
gssr-996	164	15	levels	level	NOUN
gssr-996	164	16	,	,	PUNCT
gssr-996	164	17	and	and	CCONJ
gssr-996	164	18	crop	crop	NOUN
gssr-996	164	19	water	water	NOUN
gssr-996	164	20	requirements	requirement	NOUN
gssr-996	164	21	have	have	AUX
gssr-996	164	22	been	be	AUX
gssr-996	164	23	implemented	implement	VERB
gssr-996	164	24	in	in	ADP
gssr-996	164	25	various	various	ADJ
gssr-996	164	26	regions	region	NOUN
gssr-996	164	27	.	.	PUNCT
gssr-996	165	1	these	these	DET
gssr-996	165	2	systems	system	NOUN
gssr-996	165	3	help	help	VERB
gssr-996	165	4	farmers	farmer	NOUN
gssr-996	165	5	apply	apply	VERB
gssr-996	165	6	the	the	DET
gssr-996	165	7	right	right	ADJ
gssr-996	165	8	amount	amount	NOUN
gssr-996	165	9	of	of	ADP
gssr-996	165	10	water	water	NOUN
gssr-996	165	11	at	at	ADP
gssr-996	165	12	the	the	DET
gssr-996	165	13	right	right	ADJ
gssr-996	165	14	time	time	NOUN
gssr-996	165	15	,	,	PUNCT
gssr-996	165	16	reducing	reduce	VERB
gssr-996	165	17	water	water	NOUN
gssr-996	165	18	usage	usage	NOUN
gssr-996	165	19	by	by	ADP
gssr-996	165	20	up	up	ADP
gssr-996	165	21	to	to	PART
gssr-996	165	22	50	50	NUM
gssr-996	165	23	%	%	NOUN
gssr-996	165	24	while	while	SCONJ
gssr-996	165	25	maintaining	maintain	VERB
gssr-996	165	26	crop	crop	NOUN
gssr-996	165	27	health	health	NOUN
gssr-996	165	28	(	(	PUNCT
gssr-996	165	29	abioye	abioye	NOUN
gssr-996	165	30	et	et	PROPN
gssr-996	165	31	al	al	PROPN
gssr-996	165	32	.	.	PROPN
gssr-996	165	33	,	,	PUNCT
gssr-996	165	34	2021	2021	NUM
gssr-996	165	35	)	)	PUNCT
gssr-996	165	36	.	.	PUNCT
gssr-996	166	1	this	this	PRON
gssr-996	166	2	not	not	PART
gssr-996	166	3	only	only	ADV
gssr-996	166	4	conserves	conserve	VERB
gssr-996	166	5	water	water	NOUN
gssr-996	166	6	resources	resource	NOUN
gssr-996	166	7	but	but	CCONJ
gssr-996	166	8	also	also	ADV
gssr-996	166	9	enhances	enhance	VERB
gssr-996	166	10	the	the	DET
gssr-996	166	11	resilience	resilience	NOUN
gssr-996	166	12	of	of	ADP
gssr-996	166	13	farming	farming	NOUN
gssr-996	166	14	systems	system	NOUN
gssr-996	166	15	to	to	PART
gssr-996	166	16	climate	climate	NOUN
gssr-996	166	17	variability	variability	NOUN
gssr-996	166	18	.	.	PUNCT
gssr-996	167	1	(	(	PUNCT
gssr-996	167	2	abioye	abioye	VERB
gssr-996	167	3	et	et	PROPN
gssr-996	167	4	al	al	PROPN
gssr-996	167	5	.	.	PROPN
gssr-996	167	6	,	,	PUNCT
gssr-996	167	7	2021	2021	NUM
gssr-996	167	8	)	)	PUNCT
gssr-996	167	9	4	4	NUM
gssr-996	167	10	crop	crop	NOUN
gssr-996	167	11	yield	yield	NOUN
gssr-996	167	12	prediction	prediction	NOUN
gssr-996	167	13	ai	ai	VERB
gssr-996	167	14	has	have	AUX
gssr-996	167	15	been	be	AUX
gssr-996	167	16	instrumental	instrumental	ADJ
gssr-996	167	17	in	in	ADP
gssr-996	167	18	developing	develop	VERB
gssr-996	167	19	predictive	predictive	ADJ
gssr-996	167	20	models	model	NOUN
gssr-996	167	21	for	for	ADP
gssr-996	167	22	crop	crop	NOUN
gssr-996	167	23	yields	yield	NOUN
gssr-996	167	24	.	.	PUNCT
gssr-996	168	1	researchers	researcher	NOUN
gssr-996	168	2	at	at	ADP
gssr-996	168	3	the	the	DET
gssr-996	168	4	university	university	PROPN
gssr-996	168	5	of	of	ADP
gssr-996	168	6	ibadan	ibadan	PROPN
gssr-996	168	7	utilized	utilize	VERB
gssr-996	168	8	machine	machine	NOUN
gssr-996	168	9	learning	learn	VERB
gssr-996	168	10	algorithms	algorithm	NOUN
gssr-996	168	11	to	to	PART
gssr-996	168	12	analyze	analyze	VERB
gssr-996	168	13	historical	historical	ADJ
gssr-996	168	14	weather	weather	NOUN
gssr-996	168	15	patterns	pattern	NOUN
gssr-996	168	16	,	,	PUNCT
gssr-996	168	17	soil	soil	NOUN
gssr-996	168	18	data	datum	NOUN
gssr-996	168	19	,	,	PUNCT
gssr-996	168	20	and	and	CCONJ
gssr-996	168	21	crop	crop	NOUN
gssr-996	168	22	performance	performance	NOUN
gssr-996	168	23	metrics	metric	NOUN
gssr-996	168	24	to	to	PART
gssr-996	168	25	forecast	forecast	VERB
gssr-996	168	26	yields	yield	NOUN
gssr-996	168	27	for	for	ADP
gssr-996	168	28	various	various	ADJ
gssr-996	168	29	crops	crop	NOUN
gssr-996	168	30	in	in	ADP
gssr-996	168	31	nigeria	nigeria	PROPN
gssr-996	168	32	.	.	PUNCT
gssr-996	169	1	their	their	PRON
gssr-996	169	2	findings	finding	NOUN
gssr-996	169	3	indicated	indicate	VERB
gssr-996	169	4	that	that	SCONJ
gssr-996	169	5	farmers	farmer	NOUN
gssr-996	169	6	who	who	PRON
gssr-996	169	7	utilized	utilize	VERB
gssr-996	169	8	these	these	DET
gssr-996	169	9	predictive	predictive	ADJ
gssr-996	169	10	models	model	NOUN
gssr-996	169	11	were	be	AUX
gssr-996	169	12	able	able	ADJ
gssr-996	169	13	to	to	PART
gssr-996	169	14	increase	increase	VERB
gssr-996	169	15	their	their	PRON
gssr-996	169	16	yield	yield	NOUN
gssr-996	169	17	accuracy	accuracy	NOUN
gssr-996	169	18	by	by	ADP
gssr-996	169	19	25	25	NUM
gssr-996	169	20	%	%	NOUN
gssr-996	169	21	,	,	PUNCT
gssr-996	169	22	enabling	enable	VERB
gssr-996	169	23	better	well	ADJ
gssr-996	169	24	planning	planning	NOUN
gssr-996	169	25	and	and	CCONJ
gssr-996	169	26	resource	resource	NOUN
gssr-996	169	27	allocation	allocation	NOUN
gssr-996	169	28	(	(	PUNCT
gssr-996	169	29	ogunniyi	ogunniyi	PROPN
gssr-996	169	30	et	et	PROPN
gssr-996	169	31	al	al	PROPN
gssr-996	169	32	.	.	PROPN
gssr-996	169	33	,	,	PUNCT
gssr-996	169	34	2022	2022	NUM
gssr-996	169	35	)	)	PUNCT
gssr-996	169	36	.	.	PUNCT
gssr-996	170	1	(	(	PUNCT
gssr-996	170	2	ogunniyi	ogunniyi	NOUN
gssr-996	170	3	et	et	PROPN
gssr-996	170	4	al	al	PROPN
gssr-996	170	5	.	.	PROPN
gssr-996	170	6	,	,	PUNCT
gssr-996	170	7	2022	2022	NUM
gssr-996	170	8	)	)	PUNCT
gssr-996	170	9	5	5	NUM
gssr-996	170	10	smart	smart	ADJ
gssr-996	170	11	pest	pest	NOUN
gssr-996	170	12	management	management	NOUN
gssr-996	170	13	the	the	DET
gssr-996	170	14	integration	integration	NOUN
gssr-996	170	15	of	of	ADP
gssr-996	170	16	ai	ai	VERB
gssr-996	170	17	in	in	ADP
gssr-996	170	18	pest	pest	NOUN
gssr-996	170	19	management	management	NOUN
gssr-996	170	20	has	have	AUX
gssr-996	170	21	shown	show	VERB
gssr-996	170	22	significant	significant	ADJ
gssr-996	170	23	promise	promise	NOUN
gssr-996	170	24	.	.	PUNCT
gssr-996	171	1	a	a	DET
gssr-996	171	2	study	study	NOUN
gssr-996	171	3	by	by	ADP
gssr-996	171	4	adebayo	adebayo	PROPN
gssr-996	171	5	et	et	PROPN
gssr-996	171	6	al	al	PROPN
gssr-996	171	7	.	.	PROPN
gssr-996	171	8	(	(	PUNCT
gssr-996	171	9	2021	2021	NUM
gssr-996	171	10	)	)	PUNCT
gssr-996	171	11	demonstrated	demonstrate	VERB
gssr-996	171	12	the	the	DET
gssr-996	171	13	(	(	PUNCT
gssr-996	171	14	adebayo	adebayo	PROPN
gssr-996	171	15	et	et	PROPN
gssr-996	171	16	al	al	PROPN
gssr-996	171	17	.	.	PROPN
gssr-996	171	18	2021	2021	NUM
gssr-996	171	19	)	)	PUNCT
gssr-996	171	20	global	global	ADJ
gssr-996	171	21	sustainability	sustainability	NOUN
gssr-996	171	22	research	research	NOUN
gssr-996	171	23	global	global	ADJ
gssr-996	171	24	scientific	scientific	ADJ
gssr-996	171	25	research	research	NOUN
gssr-996	171	26	105	105	NUM
gssr-996	171	27	effectiveness	effectiveness	NOUN
gssr-996	171	28	of	of	ADP
gssr-996	171	29	ai	ai	NOUN
gssr-996	171	30	-	-	PUNCT
gssr-996	171	31	based	base	VERB
gssr-996	171	32	applications	application	NOUN
gssr-996	171	33	that	that	PRON
gssr-996	171	34	leverage	leverage	VERB
gssr-996	171	35	image	image	NOUN
gssr-996	171	36	recognition	recognition	NOUN
gssr-996	171	37	to	to	PART
gssr-996	171	38	identify	identify	VERB
gssr-996	171	39	pest	pest	VERB
gssr-996	171	40	species	specie	NOUN
gssr-996	171	41	and	and	CCONJ
gssr-996	171	42	recommend	recommend	VERB
gssr-996	171	43	targeted	targeted	ADJ
gssr-996	171	44	treatments	treatment	NOUN
gssr-996	171	45	.	.	PUNCT
gssr-996	172	1	by	by	ADP
gssr-996	172	2	reducing	reduce	VERB
gssr-996	172	3	the	the	DET
gssr-996	172	4	use	use	NOUN
gssr-996	172	5	of	of	ADP
gssr-996	172	6	broad	broad	ADJ
gssr-996	172	7	-	-	PUNCT
gssr-996	172	8	spectrum	spectrum	NOUN
gssr-996	172	9	pesticides	pesticide	NOUN
gssr-996	172	10	,	,	PUNCT
gssr-996	172	11	these	these	DET
gssr-996	172	12	applications	application	NOUN
gssr-996	172	13	contribute	contribute	VERB
gssr-996	172	14	to	to	ADP
gssr-996	172	15	more	more	ADV
gssr-996	172	16	sustainable	sustainable	ADJ
gssr-996	172	17	pest	pest	NOUN
gssr-996	172	18	control	control	NOUN
gssr-996	172	19	methods	method	NOUN
gssr-996	172	20	,	,	PUNCT
gssr-996	172	21	leading	lead	VERB
gssr-996	172	22	to	to	ADP
gssr-996	172	23	healthier	healthy	ADJ
gssr-996	172	24	ecosystems	ecosystem	NOUN
gssr-996	172	25	and	and	CCONJ
gssr-996	172	26	reduced	reduced	ADJ
gssr-996	172	27	chemical	chemical	NOUN
gssr-996	172	28	runoff	runoff	NOUN
gssr-996	172	29	.	.	PUNCT
gssr-996	173	1	6	6	NUM
gssr-996	173	2	market	market	NOUN
gssr-996	173	3	access	access	NOUN
gssr-996	173	4	and	and	CCONJ
gssr-996	173	5	price	price	NOUN
gssr-996	173	6	forecasting	forecasting	NOUN
gssr-996	173	7	ai	ai	PROPN
gssr-996	173	8	technologies	technology	NOUN
gssr-996	173	9	are	be	AUX
gssr-996	173	10	also	also	ADV
gssr-996	173	11	being	be	AUX
gssr-996	173	12	employed	employ	VERB
gssr-996	173	13	to	to	PART
gssr-996	173	14	improve	improve	VERB
gssr-996	173	15	market	market	NOUN
gssr-996	173	16	access	access	NOUN
gssr-996	173	17	for	for	ADP
gssr-996	173	18	farmers	farmer	NOUN
gssr-996	173	19	.	.	PUNCT
gssr-996	174	1	platforms	platform	NOUN
gssr-996	174	2	like	like	ADP
gssr-996	174	3	agrodatatech	agrodatatech	NOUN
gssr-996	174	4	use	use	NOUN
gssr-996	174	5	ai	ai	VERB
gssr-996	174	6	algorithms	algorithm	NOUN
gssr-996	174	7	to	to	PART
gssr-996	174	8	analyze	analyze	VERB
gssr-996	174	9	market	market	NOUN
gssr-996	174	10	trends	trend	NOUN
gssr-996	174	11	and	and	CCONJ
gssr-996	174	12	provide	provide	VERB
gssr-996	174	13	farmers	farmer	NOUN
gssr-996	174	14	with	with	ADP
gssr-996	174	15	real	real	ADJ
gssr-996	174	16	-	-	PUNCT
gssr-996	174	17	time	time	NOUN
gssr-996	174	18	information	information	NOUN
gssr-996	174	19	about	about	ADP
gssr-996	174	20	crop	crop	NOUN
gssr-996	174	21	prices	price	NOUN
gssr-996	174	22	and	and	CCONJ
gssr-996	174	23	demand	demand	NOUN
gssr-996	174	24	.	.	PUNCT
gssr-996	175	1	this	this	PRON
gssr-996	175	2	enables	enable	VERB
gssr-996	175	3	farmers	farmer	NOUN
gssr-996	175	4	to	to	PART
gssr-996	175	5	make	make	VERB
gssr-996	175	6	informed	informed	ADJ
gssr-996	175	7	decisions	decision	NOUN
gssr-996	175	8	about	about	ADP
gssr-996	175	9	when	when	SCONJ
gssr-996	175	10	to	to	PART
gssr-996	175	11	sell	sell	VERB
gssr-996	175	12	their	their	PRON
gssr-996	175	13	produce	produce	NOUN
gssr-996	175	14	,	,	PUNCT
gssr-996	175	15	ensuring	ensure	VERB
gssr-996	175	16	they	they	PRON
gssr-996	175	17	receive	receive	VERB
gssr-996	175	18	fair	fair	ADJ
gssr-996	175	19	prices	price	NOUN
gssr-996	175	20	and	and	CCONJ
gssr-996	175	21	reducing	reduce	VERB
gssr-996	175	22	post	post	ADJ
gssr-996	175	23	-	-	ADJ
gssr-996	175	24	harvest	harvest	ADJ
gssr-996	175	25	losses	loss	NOUN
gssr-996	175	26	(	(	PUNCT
gssr-996	175	27	agrodatatech	agrodatatech	NOUN
gssr-996	175	28	,	,	PUNCT
gssr-996	175	29	2021	2021	NUM
gssr-996	175	30	)	)	PUNCT
gssr-996	175	31	.	.	PUNCT
gssr-996	176	1	(	(	PUNCT
gssr-996	176	2	agrodatat	agrodatat	PROPN
gssr-996	176	3	ech	ech	PROPN
gssr-996	176	4	,	,	PUNCT
gssr-996	176	5	2021	2021	NUM
gssr-996	176	6	)	)	PUNCT
gssr-996	176	7	case	case	NOUN
gssr-996	176	8	studies	study	NOUN
gssr-996	176	9	illustrating	illustrate	VERB
gssr-996	176	10	ai	ai	PROPN
gssr-996	176	11	's	's	PART
gssr-996	176	12	impact	impact	NOUN
gssr-996	176	13	the	the	DET
gssr-996	176	14	integration	integration	NOUN
gssr-996	176	15	of	of	ADP
gssr-996	176	16	ai	ai	VERB
gssr-996	176	17	in	in	ADP
gssr-996	176	18	modern	modern	ADJ
gssr-996	176	19	farming	farming	NOUN
gssr-996	176	20	systems	system	NOUN
gssr-996	176	21	in	in	ADP
gssr-996	176	22	nigeria	nigeria	PROPN
gssr-996	176	23	is	be	AUX
gssr-996	176	24	proving	prove	VERB
gssr-996	176	25	to	to	PART
gssr-996	176	26	be	be	AUX
gssr-996	176	27	a	a	DET
gssr-996	176	28	vital	vital	ADJ
gssr-996	176	29	component	component	NOUN
gssr-996	176	30	in	in	ADP
gssr-996	176	31	achieving	achieve	VERB
gssr-996	176	32	sustainable	sustainable	ADJ
gssr-996	176	33	agricultural	agricultural	ADJ
gssr-996	176	34	transformation	transformation	NOUN
gssr-996	176	35	.	.	PUNCT
gssr-996	177	1	through	through	ADP
gssr-996	177	2	applications	application	NOUN
gssr-996	177	3	such	such	ADJ
gssr-996	177	4	as	as	ADP
gssr-996	177	5	crop	crop	NOUN
gssr-996	177	6	yield	yield	NOUN
gssr-996	177	7	prediction	prediction	NOUN
gssr-996	177	8	,	,	PUNCT
gssr-996	177	9	smart	smart	ADJ
gssr-996	177	10	pest	pest	NOUN
gssr-996	177	11	management	management	NOUN
gssr-996	177	12	,	,	PUNCT
gssr-996	177	13	and	and	CCONJ
gssr-996	177	14	improved	improved	ADJ
gssr-996	177	15	market	market	NOUN
gssr-996	177	16	access	access	NOUN
gssr-996	177	17	,	,	PUNCT
gssr-996	177	18	ai	ai	PROPN
gssr-996	177	19	technologies	technology	NOUN
gssr-996	177	20	are	be	AUX
gssr-996	177	21	enhancing	enhance	VERB
gssr-996	177	22	productivity	productivity	NOUN
gssr-996	177	23	and	and	CCONJ
gssr-996	177	24	promoting	promote	VERB
gssr-996	177	25	environmentally	environmentally	ADV
gssr-996	177	26	friendly	friendly	ADJ
gssr-996	177	27	practices	practice	NOUN
gssr-996	177	28	.	.	PUNCT
gssr-996	178	1	the	the	DET
gssr-996	178	2	case	case	NOUN
gssr-996	178	3	studies	study	NOUN
gssr-996	178	4	presented	present	VERB
gssr-996	178	5	illustrate	illustrate	VERB
gssr-996	178	6	the	the	DET
gssr-996	178	7	potential	potential	NOUN
gssr-996	178	8	of	of	ADP
gssr-996	178	9	ai	ai	VERB
gssr-996	178	10	to	to	PART
gssr-996	178	11	address	address	VERB
gssr-996	178	12	the	the	DET
gssr-996	178	13	challenges	challenge	NOUN
gssr-996	178	14	faced	face	VERB
gssr-996	178	15	by	by	ADP
gssr-996	178	16	the	the	DET
gssr-996	178	17	agricultural	agricultural	ADJ
gssr-996	178	18	sector	sector	NOUN
gssr-996	178	19	in	in	ADP
gssr-996	178	20	nigeria	nigeria	PROPN
gssr-996	178	21	,	,	PUNCT
gssr-996	178	22	contributing	contribute	VERB
gssr-996	178	23	to	to	ADP
gssr-996	178	24	food	food	NOUN
gssr-996	178	25	security	security	NOUN
gssr-996	178	26	and	and	CCONJ
gssr-996	178	27	economic	economic	ADJ
gssr-996	178	28	development	development	NOUN
gssr-996	178	29	.	.	PUNCT
gssr-996	179	1	as	as	SCONJ
gssr-996	179	2	ai	ai	PROPN
gssr-996	179	3	technologies	technology	NOUN
gssr-996	179	4	continue	continue	VERB
gssr-996	179	5	to	to	PART
gssr-996	179	6	evolve	evolve	VERB
gssr-996	179	7	and	and	CCONJ
gssr-996	179	8	become	become	VERB
gssr-996	179	9	more	more	ADV
gssr-996	179	10	widely	widely	ADV
gssr-996	179	11	adopted	adopt	VERB
gssr-996	179	12	,	,	PUNCT
gssr-996	179	13	they	they	PRON
gssr-996	179	14	hold	hold	VERB
gssr-996	179	15	the	the	DET
gssr-996	179	16	promise	promise	NOUN
gssr-996	179	17	of	of	ADP
gssr-996	179	18	reshaping	reshape	VERB
gssr-996	179	19	nigeria	nigeria	PROPN
gssr-996	179	20	's	's	PART
gssr-996	179	21	agricultural	agricultural	ADJ
gssr-996	179	22	landscape	landscape	NOUN
gssr-996	179	23	,	,	PUNCT
gssr-996	179	24	fostering	foster	VERB
gssr-996	179	25	resilience	resilience	NOUN
gssr-996	179	26	amidst	amidst	ADP
gssr-996	179	27	changing	change	VERB
gssr-996	179	28	environmental	environmental	ADJ
gssr-996	179	29	conditions	condition	NOUN
gssr-996	179	30	.	.	PUNCT
gssr-996	180	1	1	1	X
gssr-996	180	2	.	.	X
gssr-996	180	3	the	the	DET
gssr-996	180	4	nigerian	nigerian	ADJ
gssr-996	180	5	agricultural	agricultural	ADJ
gssr-996	180	6	transformation	transformation	NOUN
gssr-996	180	7	agenda	agenda	NOUN
gssr-996	180	8	(	(	PUNCT
gssr-996	180	9	ata	ata	ADV
gssr-996	180	10	):	):	PUNCT
gssr-996	180	11	the	the	DET
gssr-996	180	12	ata	ata	NOUN
gssr-996	180	13	has	have	AUX
gssr-996	180	14	incorporated	incorporate	VERB
gssr-996	180	15	ai	ai	NOUN
gssr-996	180	16	technologies	technology	NOUN
gssr-996	180	17	to	to	PART
gssr-996	180	18	enhance	enhance	VERB
gssr-996	180	19	agricultural	agricultural	ADJ
gssr-996	180	20	productivity	productivity	NOUN
gssr-996	180	21	and	and	CCONJ
gssr-996	180	22	sustainability	sustainability	NOUN
gssr-996	180	23	.	.	PUNCT
gssr-996	181	1	through	through	ADP
gssr-996	181	2	partnerships	partnership	NOUN
gssr-996	181	3	with	with	ADP
gssr-996	181	4	tech	tech	NOUN
gssr-996	181	5	companies	company	NOUN
gssr-996	181	6	,	,	PUNCT
gssr-996	181	7	the	the	DET
gssr-996	181	8	initiative	initiative	NOUN
gssr-996	181	9	has	have	AUX
gssr-996	181	10	introduced	introduce	VERB
gssr-996	181	11	ai	ai	ADJ
gssr-996	181	12	-	-	PUNCT
gssr-996	181	13	driven	drive	VERB
gssr-996	181	14	platforms	platform	NOUN
gssr-996	181	15	that	that	PRON
gssr-996	181	16	provide	provide	VERB
gssr-996	181	17	farmers	farmer	NOUN
gssr-996	181	18	with	with	ADP
gssr-996	181	19	real	real	ADJ
gssr-996	181	20	-	-	PUNCT
gssr-996	181	21	time	time	NOUN
gssr-996	181	22	market	market	NOUN
gssr-996	181	23	information	information	NOUN
gssr-996	181	24	,	,	PUNCT
gssr-996	181	25	weather	weather	NOUN
gssr-996	181	26	forecasts	forecast	NOUN
gssr-996	181	27	,	,	PUNCT
gssr-996	181	28	and	and	CCONJ
gssr-996	181	29	best	good	ADJ
gssr-996	181	30	farming	farming	NOUN
gssr-996	181	31	practices	practice	NOUN
gssr-996	181	32	.	.	PUNCT
gssr-996	182	1	this	this	DET
gssr-996	182	2	access	access	NOUN
gssr-996	182	3	to	to	ADP
gssr-996	182	4	information	information	NOUN
gssr-996	182	5	has	have	AUX
gssr-996	182	6	empowered	empower	VERB
gssr-996	182	7	smallholder	smallholder	NOUN
gssr-996	182	8	farmers	farmer	NOUN
gssr-996	182	9	,	,	PUNCT
gssr-996	182	10	enabling	enable	VERB
gssr-996	182	11	them	they	PRON
gssr-996	182	12	to	to	PART
gssr-996	182	13	make	make	VERB
gssr-996	182	14	informed	informed	ADJ
gssr-996	182	15	decisions	decision	NOUN
gssr-996	182	16	that	that	PRON
gssr-996	182	17	improve	improve	VERB
gssr-996	182	18	their	their	PRON
gssr-996	182	19	productivity	productivity	NOUN
gssr-996	182	20	and	and	CCONJ
gssr-996	182	21	income	income	NOUN
gssr-996	182	22	(	(	PUNCT
gssr-996	182	23	federal	federal	PROPN
gssr-996	182	24	ministry	ministry	PROPN
gssr-996	182	25	of	of	ADP
gssr-996	182	26	agriculture	agriculture	PROPN
gssr-996	182	27	and	and	CCONJ
gssr-996	182	28	rural	rural	ADJ
gssr-996	182	29	development	development	NOUN
gssr-996	183	1	[	[	X
gssr-996	183	2	fmard	fmard	NOUN
gssr-996	183	3	]	]	X
gssr-996	183	4	,	,	PUNCT
gssr-996	183	5	2019	2019	NUM
gssr-996	183	6	)	)	PUNCT
gssr-996	183	7	.	.	PUNCT
gssr-996	184	1	2	2	X
gssr-996	184	2	.	.	X
gssr-996	184	3	farmcrowdy	farmcrowdy	NOUN
gssr-996	184	4	:	:	PUNCT
gssr-996	184	5	this	this	DET
gssr-996	184	6	nigerian	nigerian	ADJ
gssr-996	184	7	agritech	agritech	NOUN
gssr-996	184	8	startup	startup	NOUN
gssr-996	184	9	leverages	leverage	NOUN
gssr-996	184	10	ai	ai	VERB
gssr-996	184	11	to	to	PART
gssr-996	184	12	connect	connect	VERB
gssr-996	184	13	farmers	farmer	NOUN
gssr-996	184	14	with	with	ADP
gssr-996	184	15	investors	investor	NOUN
gssr-996	184	16	and	and	CCONJ
gssr-996	184	17	provide	provide	VERB
gssr-996	184	18	them	they	PRON
gssr-996	184	19	with	with	ADP
gssr-996	184	20	the	the	DET
gssr-996	184	21	necessary	necessary	ADJ
gssr-996	184	22	resources	resource	NOUN
gssr-996	184	23	and	and	CCONJ
gssr-996	184	24	expertise	expertise	NOUN
gssr-996	184	25	.	.	PUNCT
gssr-996	185	1	farmcrowdy	farmcrowdy	PROPN
gssr-996	185	2	uses	use	VERB
gssr-996	185	3	data	datum	NOUN
gssr-996	185	4	analytics	analytic	NOUN
gssr-996	185	5	to	to	PART
gssr-996	185	6	assess	assess	VERB
gssr-996	185	7	the	the	DET
gssr-996	185	8	viability	viability	NOUN
gssr-996	185	9	of	of	ADP
gssr-996	185	10	farming	farming	NOUN
gssr-996	185	11	projects	project	NOUN
gssr-996	185	12	and	and	CCONJ
gssr-996	185	13	match	match	VERB
gssr-996	185	14	them	they	PRON
gssr-996	185	15	with	with	ADP
gssr-996	185	16	potential	potential	ADJ
gssr-996	185	17	investors	investor	NOUN
gssr-996	185	18	.	.	PUNCT
gssr-996	186	1	by	by	ADP
gssr-996	186	2	utilizing	utilize	VERB
gssr-996	186	3	ai	ai	VERB
gssr-996	186	4	to	to	PART
gssr-996	186	5	streamline	streamline	VERB
gssr-996	186	6	the	the	DET
gssr-996	186	7	investment	investment	NOUN
gssr-996	186	8	process	process	NOUN
gssr-996	186	9	,	,	PUNCT
gssr-996	186	10	the	the	DET
gssr-996	186	11	platform	platform	NOUN
gssr-996	186	12	has	have	AUX
gssr-996	186	13	facilitated	facilitate	VERB
gssr-996	186	14	the	the	DET
gssr-996	186	15	funding	funding	NOUN
gssr-996	186	16	of	of	ADP
gssr-996	186	17	numerous	numerous	ADJ
gssr-996	186	18	agricultural	agricultural	ADJ
gssr-996	186	19	projects	project	NOUN
gssr-996	186	20	,	,	PUNCT
gssr-996	186	21	contributing	contribute	VERB
gssr-996	186	22	to	to	ADP
gssr-996	186	23	increased	increase	VERB
gssr-996	186	24	productivity	productivity	NOUN
gssr-996	186	25	and	and	CCONJ
gssr-996	186	26	sustainable	sustainable	ADJ
gssr-996	186	27	farming	farming	NOUN
gssr-996	186	28	practices	practice	NOUN
gssr-996	186	29	across	across	ADP
gssr-996	186	30	nigeria	nigeria	PROPN
gssr-996	186	31	(	(	PUNCT
gssr-996	186	32	farmcrowdy	farmcrowdy	ADJ
gssr-996	186	33	,	,	PUNCT
gssr-996	186	34	2020	2020	NUM
gssr-996	186	35	)	)	PUNCT
gssr-996	186	36	.	.	PUNCT
gssr-996	187	1	3	3	X
gssr-996	187	2	.	.	X
gssr-996	187	3	agrotech	agrotech	ADJ
gssr-996	187	4	innovations	innovation	NOUN
gssr-996	187	5	:	:	PUNCT
gssr-996	187	6	a	a	DET
gssr-996	187	7	notable	notable	ADJ
gssr-996	187	8	case	case	NOUN
gssr-996	187	9	is	be	AUX
gssr-996	187	10	the	the	DET
gssr-996	187	11	use	use	NOUN
gssr-996	187	12	of	of	ADP
gssr-996	187	13	ai	ai	NOUN
gssr-996	187	14	in	in	ADP
gssr-996	187	15	soil	soil	NOUN
gssr-996	187	16	health	health	NOUN
gssr-996	187	17	monitoring	monitoring	NOUN
gssr-996	187	18	by	by	ADP
gssr-996	187	19	agrotech	agrotech	ADJ
gssr-996	187	20	innovations	innovation	NOUN
gssr-996	187	21	,	,	PUNCT
gssr-996	187	22	which	which	PRON
gssr-996	187	23	developed	develop	VERB
gssr-996	187	24	a	a	DET
gssr-996	187	25	soil	soil	NOUN
gssr-996	187	26	testing	testing	NOUN
gssr-996	187	27	kit	kit	NOUN
gssr-996	187	28	that	that	PRON
gssr-996	187	29	uses	use	VERB
gssr-996	187	30	ai	ai	VERB
gssr-996	187	31	to	to	PART
gssr-996	187	32	analyze	analyze	VERB
gssr-996	187	33	soil	soil	NOUN
gssr-996	187	34	samples	sample	NOUN
gssr-996	187	35	.	.	PUNCT
gssr-996	188	1	the	the	DET
gssr-996	188	2	kit	kit	NOUN
gssr-996	188	3	provides	provide	VERB
gssr-996	188	4	farmers	farmer	NOUN
gssr-996	188	5	with	with	ADP
gssr-996	188	6	insights	insight	NOUN
gssr-996	188	7	into	into	ADP
gssr-996	188	8	soil	soil	NOUN
gssr-996	188	9	nutrient	nutrient	NOUN
gssr-996	188	10	levels	level	NOUN
gssr-996	188	11	and	and	CCONJ
gssr-996	188	12	recommendations	recommendation	NOUN
gssr-996	188	13	for	for	ADP
gssr-996	188	14	fertilizer	fertilizer	NOUN
gssr-996	188	15	application	application	NOUN
gssr-996	188	16	.	.	PUNCT
gssr-996	189	1	this	this	DET
gssr-996	189	2	technology	technology	NOUN
gssr-996	189	3	has	have	AUX
gssr-996	189	4	helped	help	VERB
gssr-996	189	5	farmers	farmer	NOUN
gssr-996	189	6	optimize	optimize	VERB
gssr-996	189	7	their	their	PRON
gssr-996	189	8	input	input	NOUN
gssr-996	189	9	use	use	NOUN
gssr-996	189	10	,	,	PUNCT
gssr-996	189	11	leading	lead	VERB
gssr-996	189	12	to	to	ADP
gssr-996	189	13	improved	improved	ADJ
gssr-996	189	14	crop	crop	NOUN
gssr-996	189	15	yields	yield	NOUN
gssr-996	189	16	and	and	CCONJ
gssr-996	189	17	reduced	reduce	VERB
gssr-996	189	18	environmental	environmental	ADJ
gssr-996	189	19	impact	impact	NOUN
gssr-996	189	20	(	(	PUNCT
gssr-996	189	21	agrotech	agrotech	NOUN
gssr-996	189	22	innovations	innovation	NOUN
gssr-996	189	23	,	,	PUNCT
gssr-996	189	24	2021	2021	NUM
gssr-996	189	25	)	)	PUNCT
gssr-996	189	26	.	.	PUNCT
gssr-996	190	1	4	4	X
gssr-996	190	2	.	.	X
gssr-996	190	3	nigerian	nigerian	ADJ
gssr-996	190	4	climate	climate	NOUN
gssr-996	190	5	-	-	PUNCT
gssr-996	190	6	smart	smart	ADJ
gssr-996	190	7	agriculture	agriculture	NOUN
gssr-996	190	8	program	program	NOUN
gssr-996	190	9	(	(	PUNCT
gssr-996	190	10	ncsap	ncsap	PROPN
gssr-996	190	11	):	):	PUNCT
gssr-996	190	12	ncsap	ncsap	NOUN
gssr-996	190	13	has	have	AUX
gssr-996	190	14	implemented	implement	VERB
gssr-996	190	15	ai	ai	ADJ
gssr-996	190	16	-	-	PUNCT
gssr-996	190	17	driven	drive	VERB
gssr-996	190	18	models	model	NOUN
gssr-996	190	19	to	to	PART
gssr-996	190	20	promote	promote	VERB
gssr-996	190	21	climate	climate	NOUN
gssr-996	190	22	-	-	PUNCT
gssr-996	190	23	smart	smart	ADJ
gssr-996	190	24	practices	practice	NOUN
gssr-996	190	25	among	among	ADP
gssr-996	190	26	farmers	farmer	NOUN
gssr-996	190	27	.	.	PUNCT
gssr-996	191	1	the	the	DET
gssr-996	191	2	program	program	NOUN
gssr-996	191	3	employs	employ	VERB
gssr-996	191	4	machine	machine	NOUN
gssr-996	191	5	learning	learn	VERB
gssr-996	191	6	algorithms	algorithm	NOUN
gssr-996	191	7	to	to	PART
gssr-996	191	8	provide	provide	VERB
gssr-996	191	9	localized	localized	ADJ
gssr-996	191	10	climate	climate	NOUN
gssr-996	191	11	forecasts	forecast	NOUN
gssr-996	191	12	and	and	CCONJ
gssr-996	191	13	recommendations	recommendation	NOUN
gssr-996	191	14	for	for	ADP
gssr-996	191	15	crop	crop	NOUN
gssr-996	191	16	selection	selection	NOUN
gssr-996	191	17	based	base	VERB
gssr-996	191	18	on	on	ADP
gssr-996	191	19	changing	change	VERB
gssr-996	191	20	climate	climate	NOUN
gssr-996	191	21	conditions	condition	NOUN
gssr-996	191	22	.	.	PUNCT
gssr-996	192	1	a	a	DET
gssr-996	192	2	global	global	ADJ
gssr-996	192	3	sustainability	sustainability	NOUN
gssr-996	192	4	research	research	NOUN
gssr-996	192	5	global	global	ADJ
gssr-996	192	6	scientific	scientific	ADJ
gssr-996	192	7	research	research	NOUN
gssr-996	192	8	106	106	NUM
gssr-996	192	9	case	case	NOUN
gssr-996	192	10	study	study	NOUN
gssr-996	192	11	in	in	ADP
gssr-996	192	12	the	the	DET
gssr-996	192	13	benue	benue	PROPN
gssr-996	192	14	valley	valley	NOUN
gssr-996	192	15	showed	show	VERB
gssr-996	192	16	that	that	SCONJ
gssr-996	192	17	farmers	farmer	NOUN
gssr-996	192	18	using	use	VERB
gssr-996	192	19	these	these	DET
gssr-996	192	20	ai	ai	ADJ
gssr-996	192	21	tools	tool	NOUN
gssr-996	192	22	experienced	experience	VERB
gssr-996	192	23	a	a	DET
gssr-996	192	24	40	40	NUM
gssr-996	192	25	%	%	NOUN
gssr-996	192	26	increase	increase	NOUN
gssr-996	192	27	in	in	ADP
gssr-996	192	28	resilience	resilience	NOUN
gssr-996	192	29	to	to	ADP
gssr-996	192	30	climate	climate	NOUN
gssr-996	192	31	-	-	PUNCT
gssr-996	192	32	related	relate	VERB
gssr-996	192	33	challenges	challenge	NOUN
gssr-996	192	34	such	such	ADJ
gssr-996	192	35	as	as	ADP
gssr-996	192	36	drought	drought	NOUN
gssr-996	192	37	and	and	CCONJ
gssr-996	192	38	flooding	flooding	NOUN
gssr-996	192	39	(	(	PUNCT
gssr-996	192	40	ncsap	ncsap	NOUN
gssr-996	192	41	,	,	PUNCT
gssr-996	192	42	2022	2022	NUM
gssr-996	192	43	)	)	PUNCT
gssr-996	192	44	.	.	PUNCT
gssr-996	193	1	5	5	X
gssr-996	193	2	.	.	X
gssr-996	193	3	hello	hello	PROPN
gssr-996	193	4	tractor	tractor	NOUN
gssr-996	193	5	:	:	PUNCT
gssr-996	193	6	this	this	DET
gssr-996	193	7	innovative	innovative	ADJ
gssr-996	193	8	platform	platform	NOUN
gssr-996	193	9	connects	connect	VERB
gssr-996	193	10	smallholder	smallholder	NOUN
gssr-996	193	11	farmers	farmer	NOUN
gssr-996	193	12	in	in	ADP
gssr-996	193	13	nigeria	nigeria	PROPN
gssr-996	193	14	with	with	ADP
gssr-996	193	15	tractor	tractor	NOUN
gssr-996	193	16	owners	owner	NOUN
gssr-996	193	17	through	through	ADP
gssr-996	193	18	ai	ai	ADJ
gssr-996	193	19	-	-	PUNCT
gssr-996	193	20	driven	drive	VERB
gssr-996	193	21	mobile	mobile	ADJ
gssr-996	193	22	apps	app	NOUN
gssr-996	193	23	.	.	PUNCT
gssr-996	194	1	by	by	ADP
gssr-996	194	2	analyzing	analyze	VERB
gssr-996	194	3	data	datum	NOUN
gssr-996	194	4	on	on	ADP
gssr-996	194	5	local	local	ADJ
gssr-996	194	6	farming	farming	NOUN
gssr-996	194	7	practices	practice	NOUN
gssr-996	194	8	and	and	CCONJ
gssr-996	194	9	demand	demand	NOUN
gssr-996	194	10	for	for	ADP
gssr-996	194	11	mechanization	mechanization	NOUN
gssr-996	194	12	,	,	PUNCT
gssr-996	194	13	hello	hello	PRON
gssr-996	194	14	tractor	tractor	NOUN
gssr-996	194	15	optimizes	optimize	VERB
gssr-996	194	16	the	the	DET
gssr-996	194	17	allocation	allocation	NOUN
gssr-996	194	18	of	of	ADP
gssr-996	194	19	tractors	tractor	NOUN
gssr-996	194	20	to	to	ADP
gssr-996	194	21	farmers	farmer	NOUN
gssr-996	194	22	who	who	PRON
gssr-996	194	23	need	need	VERB
gssr-996	194	24	them	they	PRON
gssr-996	194	25	most	most	ADV
gssr-996	194	26	.	.	PUNCT
gssr-996	195	1	this	this	DET
gssr-996	195	2	approach	approach	NOUN
gssr-996	195	3	has	have	AUX
gssr-996	195	4	improved	improve	VERB
gssr-996	195	5	access	access	NOUN
gssr-996	195	6	to	to	ADP
gssr-996	195	7	mechanization	mechanization	NOUN
gssr-996	195	8	,	,	PUNCT
gssr-996	195	9	reduced	reduce	VERB
gssr-996	195	10	labor	labor	NOUN
gssr-996	195	11	costs	cost	NOUN
gssr-996	195	12	,	,	PUNCT
gssr-996	195	13	and	and	CCONJ
gssr-996	195	14	increased	increase	VERB
gssr-996	195	15	productivity	productivity	NOUN
gssr-996	195	16	for	for	ADP
gssr-996	195	17	participating	participate	VERB
gssr-996	195	18	farmers	farmer	NOUN
gssr-996	195	19	(	(	PUNCT
gssr-996	195	20	hello	hello	INTJ
gssr-996	195	21	tractor	tractor	NOUN
gssr-996	195	22	,	,	PUNCT
gssr-996	195	23	2021	2021	NUM
gssr-996	195	24	)	)	PUNCT
gssr-996	195	25	.	.	PUNCT
gssr-996	196	1	6	6	X
gssr-996	196	2	.	.	X
gssr-996	196	3	nigerian	nigerian	PROPN
gssr-996	196	4	institute	institute	PROPN
gssr-996	196	5	for	for	ADP
gssr-996	196	6	oil	oil	NOUN
gssr-996	196	7	palm	palm	NOUN
gssr-996	196	8	research	research	NOUN
gssr-996	196	9	(	(	PUNCT
gssr-996	196	10	nifor	nifor	PROPN
gssr-996	196	11	):	):	PUNCT
gssr-996	196	12	nifor	nifor	PROPN
gssr-996	196	13	has	have	AUX
gssr-996	196	14	integrated	integrate	VERB
gssr-996	196	15	ai	ai	NOUN
gssr-996	196	16	technologies	technology	NOUN
gssr-996	196	17	in	in	ADP
gssr-996	196	18	oil	oil	NOUN
gssr-996	196	19	palm	palm	NOUN
gssr-996	196	20	cultivation	cultivation	NOUN
gssr-996	196	21	to	to	PART
gssr-996	196	22	enhance	enhance	VERB
gssr-996	196	23	yield	yield	NOUN
gssr-996	196	24	and	and	CCONJ
gssr-996	196	25	sustainability	sustainability	NOUN
gssr-996	196	26	.	.	PUNCT
gssr-996	197	1	utilizing	utilize	VERB
gssr-996	197	2	ai	ai	NOUN
gssr-996	197	3	-	-	PUNCT
gssr-996	197	4	powered	powered	ADJ
gssr-996	197	5	drones	drone	NOUN
gssr-996	197	6	for	for	ADP
gssr-996	197	7	monitoring	monitor	VERB
gssr-996	197	8	oil	oil	NOUN
gssr-996	197	9	palm	palm	NOUN
gssr-996	197	10	plantations	plantation	NOUN
gssr-996	197	11	,	,	PUNCT
gssr-996	197	12	researchers	researcher	NOUN
gssr-996	197	13	can	can	AUX
gssr-996	197	14	identify	identify	VERB
gssr-996	197	15	areas	area	NOUN
gssr-996	197	16	needing	need	VERB
gssr-996	197	17	attention	attention	NOUN
gssr-996	197	18	,	,	PUNCT
gssr-996	197	19	such	such	ADJ
gssr-996	197	20	as	as	ADP
gssr-996	197	21	pest	pest	NOUN
gssr-996	197	22	infestations	infestation	NOUN
gssr-996	197	23	or	or	CCONJ
gssr-996	197	24	nutrient	nutrient	NOUN
gssr-996	197	25	deficiencies	deficiency	NOUN
gssr-996	197	26	.	.	PUNCT
gssr-996	198	1	this	this	DET
gssr-996	198	2	targeted	target	VERB
gssr-996	198	3	approach	approach	NOUN
gssr-996	198	4	has	have	AUX
gssr-996	198	5	resulted	result	VERB
gssr-996	198	6	in	in	ADP
gssr-996	198	7	a	a	DET
gssr-996	198	8	reported	report	VERB
gssr-996	198	9	20	20	NUM
gssr-996	198	10	%	%	NOUN
gssr-996	198	11	increase	increase	NOUN
gssr-996	198	12	in	in	ADP
gssr-996	198	13	oil	oil	NOUN
gssr-996	198	14	palm	palm	NOUN
gssr-996	198	15	yield	yield	NOUN
gssr-996	198	16	while	while	SCONJ
gssr-996	198	17	minimizing	minimize	VERB
gssr-996	198	18	the	the	DET
gssr-996	198	19	environmental	environmental	ADJ
gssr-996	198	20	impact	impact	NOUN
gssr-996	198	21	(	(	PUNCT
gssr-996	198	22	nifor	nifor	NOUN
gssr-996	198	23	,	,	PUNCT
gssr-996	198	24	2021	2021	NUM
gssr-996	198	25	)	)	PUNCT
gssr-996	198	26	.	.	PUNCT
gssr-996	199	1	variations	variation	NOUN
gssr-996	199	2	in	in	ADP
gssr-996	199	3	ai	ai	PROPN
gssr-996	199	4	adoption	adoption	NOUN
gssr-996	199	5	across	across	ADP
gssr-996	199	6	nigeria	nigeria	PROPN
gssr-996	199	7	's	's	PART
gssr-996	199	8	geopolitical	geopolitical	ADJ
gssr-996	199	9	zones	zone	NOUN
gssr-996	199	10	nigeria	nigeria	PROPN
gssr-996	199	11	's	's	PART
gssr-996	199	12	agricultural	agricultural	ADJ
gssr-996	199	13	landscape	landscape	NOUN
gssr-996	199	14	is	be	AUX
gssr-996	199	15	influenced	influence	VERB
gssr-996	199	16	by	by	ADP
gssr-996	199	17	its	its	PRON
gssr-996	199	18	division	division	NOUN
gssr-996	199	19	into	into	ADP
gssr-996	199	20	six	six	NUM
gssr-996	199	21	geopolitical	geopolitical	ADJ
gssr-996	199	22	zones	zone	NOUN
gssr-996	199	23	:	:	PUNCT
gssr-996	199	24	north	north	NOUN
gssr-996	199	25	central	central	ADJ
gssr-996	199	26	,	,	PUNCT
gssr-996	199	27	north	north	NOUN
gssr-996	199	28	east	east	NOUN
gssr-996	199	29	,	,	PUNCT
gssr-996	199	30	north	north	NOUN
gssr-996	199	31	west	west	PROPN
gssr-996	199	32	,	,	PUNCT
gssr-996	199	33	south	south	PROPN
gssr-996	199	34	east	east	PROPN
gssr-996	199	35	,	,	PUNCT
gssr-996	199	36	south	south	PROPN
gssr-996	199	37	south	south	PROPN
gssr-996	199	38	,	,	PUNCT
gssr-996	199	39	and	and	CCONJ
gssr-996	199	40	south	south	ADJ
gssr-996	199	41	west	west	PROPN
gssr-996	199	42	.	.	PUNCT
gssr-996	200	1	as	as	SCONJ
gssr-996	200	2	illustrated	illustrate	VERB
gssr-996	200	3	in	in	ADP
gssr-996	200	4	table	table	NOUN
gssr-996	200	5	3	3	NUM
gssr-996	200	6	below	below	ADV
gssr-996	200	7	,	,	PUNCT
gssr-996	200	8	the	the	DET
gssr-996	200	9	adoption	adoption	NOUN
gssr-996	200	10	of	of	ADP
gssr-996	200	11	artificial	artificial	ADJ
gssr-996	200	12	intelligence	intelligence	NOUN
gssr-996	200	13	(	(	PUNCT
gssr-996	200	14	ai	ai	NOUN
gssr-996	200	15	)	)	PUNCT
gssr-996	200	16	technologies	technology	NOUN
gssr-996	200	17	in	in	ADP
gssr-996	200	18	agriculture	agriculture	NOUN
gssr-996	200	19	varies	vary	VERB
gssr-996	200	20	significantly	significantly	ADV
gssr-996	200	21	across	across	ADP
gssr-996	200	22	these	these	DET
gssr-996	200	23	zones	zone	NOUN
gssr-996	200	24	due	due	ADP
gssr-996	200	25	to	to	ADP
gssr-996	200	26	factors	factor	NOUN
gssr-996	200	27	such	such	ADJ
gssr-996	200	28	as	as	ADP
gssr-996	200	29	infrastructure	infrastructure	NOUN
gssr-996	200	30	,	,	PUNCT
gssr-996	200	31	socio	socio	NOUN
gssr-996	200	32	-	-	PUNCT
gssr-996	200	33	economic	economic	ADJ
gssr-996	200	34	conditions	condition	NOUN
gssr-996	200	35	,	,	PUNCT
gssr-996	200	36	and	and	CCONJ
gssr-996	200	37	the	the	DET
gssr-996	200	38	predominant	predominant	ADJ
gssr-996	200	39	agricultural	agricultural	ADJ
gssr-996	200	40	practices	practice	NOUN
gssr-996	200	41	.	.	PUNCT
gssr-996	201	1	socio	socio	NOUN
gssr-996	201	2	-	-	PUNCT
gssr-996	201	3	economic	economic	ADJ
gssr-996	201	4	classes	class	NOUN
gssr-996	201	5	:	:	PUNCT
gssr-996	201	6	large	large	ADJ
gssr-996	201	7	-	-	PUNCT
gssr-996	201	8	scale	scale	NOUN
gssr-996	201	9	vs.	vs.	ADP
gssr-996	201	10	smallholder	smallholder	NOUN
gssr-996	201	11	farmers	farmer	NOUN
gssr-996	201	12	the	the	DET
gssr-996	201	13	adoption	adoption	NOUN
gssr-996	201	14	of	of	ADP
gssr-996	201	15	ai	ai	PROPN
gssr-996	201	16	technologies	technology	NOUN
gssr-996	201	17	in	in	ADP
gssr-996	201	18	nigeria	nigeria	PROPN
gssr-996	201	19	's	's	PART
gssr-996	201	20	agricultural	agricultural	ADJ
gssr-996	201	21	sector	sector	NOUN
gssr-996	201	22	also	also	ADV
gssr-996	201	23	varies	vary	VERB
gssr-996	201	24	significantly	significantly	ADV
gssr-996	201	25	between	between	ADP
gssr-996	201	26	large	large	ADJ
gssr-996	201	27	-	-	PUNCT
gssr-996	201	28	scale	scale	NOUN
gssr-996	201	29	and	and	CCONJ
gssr-996	201	30	smallholder	smallholder	NOUN
gssr-996	201	31	farmers	farmer	NOUN
gssr-996	201	32	,	,	PUNCT
gssr-996	201	33	influenced	influence	VERB
gssr-996	201	34	by	by	ADP
gssr-996	201	35	their	their	PRON
gssr-996	201	36	socio	socio	NOUN
gssr-996	201	37	-	-	PUNCT
gssr-996	201	38	economic	economic	ADJ
gssr-996	201	39	status	status	NOUN
gssr-996	201	40	.	.	PUNCT
gssr-996	202	1	large	large	ADJ
gssr-996	202	2	-	-	PUNCT
gssr-996	202	3	scale	scale	NOUN
gssr-996	202	4	farmers	farmer	NOUN
gssr-996	202	5	these	these	DET
gssr-996	202	6	farmers	farmer	NOUN
gssr-996	202	7	typically	typically	ADV
gssr-996	202	8	have	have	VERB
gssr-996	202	9	greater	great	ADJ
gssr-996	202	10	access	access	NOUN
gssr-996	202	11	to	to	ADP
gssr-996	202	12	capital	capital	NOUN
gssr-996	202	13	,	,	PUNCT
gssr-996	202	14	technology	technology	NOUN
gssr-996	202	15	,	,	PUNCT
gssr-996	202	16	and	and	CCONJ
gssr-996	202	17	information	information	NOUN
gssr-996	202	18	.	.	PUNCT
gssr-996	203	1	they	they	PRON
gssr-996	203	2	are	be	AUX
gssr-996	203	3	more	more	ADV
gssr-996	203	4	likely	likely	ADJ
gssr-996	203	5	to	to	PART
gssr-996	203	6	invest	invest	VERB
gssr-996	203	7	in	in	ADP
gssr-996	203	8	ai	ai	PROPN
gssr-996	203	9	technologies	technology	NOUN
gssr-996	203	10	such	such	ADJ
gssr-996	203	11	as	as	ADP
gssr-996	203	12	precision	precision	NOUN
gssr-996	203	13	agriculture	agriculture	NOUN
gssr-996	203	14	,	,	PUNCT
gssr-996	203	15	predictive	predictive	ADJ
gssr-996	203	16	analytics	analytic	NOUN
gssr-996	203	17	,	,	PUNCT
gssr-996	203	18	and	and	CCONJ
gssr-996	203	19	automated	automate	VERB
gssr-996	203	20	systems	system	NOUN
gssr-996	203	21	.	.	PUNCT
gssr-996	204	1	their	their	PRON
gssr-996	204	2	ability	ability	NOUN
gssr-996	204	3	to	to	PART
gssr-996	204	4	leverage	leverage	VERB
gssr-996	204	5	ai	ai	NOUN
gssr-996	204	6	can	can	AUX
gssr-996	204	7	lead	lead	VERB
gssr-996	204	8	to	to	ADP
gssr-996	204	9	increased	increase	VERB
gssr-996	204	10	productivity	productivity	NOUN
gssr-996	204	11	,	,	PUNCT
gssr-996	204	12	better	well	ADJ
gssr-996	204	13	resource	resource	NOUN
gssr-996	204	14	management	management	NOUN
gssr-996	204	15	,	,	PUNCT
gssr-996	204	16	and	and	CCONJ
gssr-996	204	17	enhanced	enhanced	ADJ
gssr-996	204	18	market	market	NOUN
gssr-996	204	19	competitiveness	competitiveness	NOUN
gssr-996	204	20	(	(	PUNCT
gssr-996	204	21	adebayo	adebayo	PROPN
gssr-996	204	22	et	et	PROPN
gssr-996	204	23	al	al	PROPN
gssr-996	204	24	.	.	PROPN
gssr-996	204	25	,	,	PUNCT
gssr-996	204	26	2021	2021	NUM
gssr-996	204	27	)	)	PUNCT
gssr-996	204	28	.	.	PUNCT
gssr-996	205	1	for	for	ADP
gssr-996	205	2	instance	instance	NOUN
gssr-996	205	3	,	,	PUNCT
gssr-996	205	4	large	large	ADJ
gssr-996	205	5	-	-	PUNCT
gssr-996	205	6	scale	scale	NOUN
gssr-996	205	7	farmers	farmer	NOUN
gssr-996	205	8	may	may	AUX
gssr-996	205	9	use	use	VERB
gssr-996	205	10	ai	ai	ADJ
gssr-996	205	11	-	-	PUNCT
gssr-996	205	12	driven	drive	VERB
gssr-996	205	13	drones	drone	NOUN
gssr-996	205	14	for	for	ADP
gssr-996	205	15	crop	crop	NOUN
gssr-996	205	16	monitoring	monitoring	NOUN
gssr-996	205	17	and	and	CCONJ
gssr-996	205	18	ai	ai	VERB
gssr-996	205	19	algorithms	algorithm	NOUN
gssr-996	205	20	for	for	ADP
gssr-996	205	21	optimizing	optimize	VERB
gssr-996	205	22	irrigation	irrigation	NOUN
gssr-996	205	23	,	,	PUNCT
gssr-996	205	24	significantly	significantly	ADV
gssr-996	205	25	improving	improve	VERB
gssr-996	205	26	yields	yield	NOUN
gssr-996	205	27	and	and	CCONJ
gssr-996	205	28	reducing	reduce	VERB
gssr-996	205	29	costs	cost	NOUN
gssr-996	205	30	.	.	PUNCT
gssr-996	206	1	smallholder	smallholder	NOUN
gssr-996	206	2	farmers	farmer	NOUN
gssr-996	206	3	smallholder	smallholder	PROPN
gssr-996	206	4	farmers	farmer	NOUN
gssr-996	206	5	,	,	PUNCT
gssr-996	206	6	who	who	PRON
gssr-996	206	7	constitute	constitute	VERB
gssr-996	206	8	a	a	DET
gssr-996	206	9	significant	significant	ADJ
gssr-996	206	10	portion	portion	NOUN
gssr-996	206	11	of	of	ADP
gssr-996	206	12	nigeria	nigeria	PROPN
gssr-996	206	13	's	's	PART
gssr-996	206	14	agricultural	agricultural	ADJ
gssr-996	206	15	workforce	workforce	NOUN
gssr-996	206	16	,	,	PUNCT
gssr-996	206	17	often	often	ADV
gssr-996	206	18	face	face	VERB
gssr-996	206	19	barriers	barrier	NOUN
gssr-996	206	20	to	to	ADP
gssr-996	206	21	ai	ai	VERB
gssr-996	206	22	adoption	adoption	NOUN
gssr-996	206	23	.	.	PUNCT
gssr-996	207	1	these	these	DET
gssr-996	207	2	barriers	barrier	NOUN
gssr-996	207	3	include	include	VERB
gssr-996	207	4	limited	limited	ADJ
gssr-996	207	5	access	access	NOUN
gssr-996	207	6	to	to	ADP
gssr-996	207	7	financial	financial	ADJ
gssr-996	207	8	resources	resource	NOUN
gssr-996	207	9	,	,	PUNCT
gssr-996	207	10	inadequate	inadequate	ADJ
gssr-996	207	11	infrastructure	infrastructure	NOUN
gssr-996	207	12	,	,	PUNCT
gssr-996	207	13	and	and	CCONJ
gssr-996	207	14	a	a	DET
gssr-996	207	15	lack	lack	NOUN
gssr-996	207	16	of	of	ADP
gssr-996	207	17	technical	technical	ADJ
gssr-996	207	18	knowledge	knowledge	NOUN
gssr-996	207	19	(	(	PUNCT
gssr-996	207	20	oluwaseun	oluwaseun	PROPN
gssr-996	207	21	et	et	PROPN
gssr-996	207	22	al	al	PROPN
gssr-996	207	23	.	.	PROPN
gssr-996	207	24	,	,	PUNCT
gssr-996	207	25	2022	2022	NUM
gssr-996	207	26	)	)	PUNCT
gssr-996	207	27	.	.	PUNCT
gssr-996	208	1	while	while	SCONJ
gssr-996	208	2	some	some	DET
gssr-996	208	3	smallholder	smallholder	NOUN
gssr-996	208	4	farmers	farmer	NOUN
gssr-996	208	5	may	may	AUX
gssr-996	208	6	benefit	benefit	VERB
gssr-996	208	7	from	from	ADP
gssr-996	208	8	ai	ai	PROPN
gssr-996	208	9	applications	application	NOUN
gssr-996	208	10	,	,	PUNCT
gssr-996	208	11	such	such	ADJ
gssr-996	208	12	as	as	ADP
gssr-996	208	13	mobile	mobile	ADJ
gssr-996	208	14	apps	app	NOUN
gssr-996	208	15	that	that	PRON
gssr-996	208	16	provide	provide	VERB
gssr-996	208	17	weather	weather	NOUN
gssr-996	208	18	forecasts	forecast	NOUN
gssr-996	208	19	and	and	CCONJ
gssr-996	208	20	pest	pest	VERB
gssr-996	208	21	management	management	NOUN
gssr-996	208	22	advice	advice	NOUN
gssr-996	208	23	,	,	PUNCT
gssr-996	208	24	the	the	DET
gssr-996	208	25	overall	overall	ADJ
gssr-996	208	26	adoption	adoption	NOUN
gssr-996	208	27	rate	rate	NOUN
gssr-996	208	28	remains	remain	VERB
gssr-996	208	29	low	low	ADJ
gssr-996	208	30	.	.	PUNCT
gssr-996	209	1	initiatives	initiative	NOUN
gssr-996	209	2	aimed	aim	VERB
gssr-996	209	3	at	at	ADP
gssr-996	209	4	training	training	NOUN
gssr-996	209	5	and	and	CCONJ
gssr-996	209	6	equipping	equip	VERB
gssr-996	209	7	smallholder	smallholder	NOUN
gssr-996	209	8	farmers	farmer	NOUN
gssr-996	209	9	with	with	ADP
gssr-996	209	10	ai	ai	PROPN
gssr-996	209	11	tools	tool	NOUN
gssr-996	209	12	are	be	AUX
gssr-996	209	13	crucial	crucial	ADJ
gssr-996	209	14	for	for	ADP
gssr-996	209	15	enhancing	enhance	VERB
gssr-996	209	16	their	their	PRON
gssr-996	209	17	productivity	productivity	NOUN
gssr-996	209	18	and	and	CCONJ
gssr-996	209	19	sustainability	sustainability	NOUN
gssr-996	209	20	(	(	PUNCT
gssr-996	209	21	ogunniyi	ogunniyi	PROPN
gssr-996	209	22	&	&	CCONJ
gssr-996	209	23	adewumi	adewumi	PROPN
gssr-996	209	24	,	,	PUNCT
gssr-996	209	25	2021).the	2021).the	DET
gssr-996	209	26	adoption	adoption	NOUN
gssr-996	209	27	of	of	ADP
gssr-996	209	28	ai	ai	VERB
gssr-996	209	29	in	in	ADP
gssr-996	209	30	nigeria	nigeria	PROPN
gssr-996	209	31	's	's	PART
gssr-996	209	32	agricultural	agricultural	ADJ
gssr-996	209	33	sector	sector	NOUN
gssr-996	209	34	is	be	AUX
gssr-996	209	35	influenced	influence	VERB
gssr-996	209	36	by	by	ADP
gssr-996	209	37	regional	regional	ADJ
gssr-996	209	38	disparities	disparity	NOUN
gssr-996	209	39	and	and	CCONJ
gssr-996	209	40	socio	socio	NOUN
gssr-996	209	41	-	-	PUNCT
gssr-996	209	42	economic	economic	ADJ
gssr-996	209	43	factors	factor	NOUN
gssr-996	209	44	.	.	PUNCT
gssr-996	210	1	while	while	SCONJ
gssr-996	210	2	large	large	ADJ
gssr-996	210	3	-	-	PUNCT
gssr-996	210	4	scale	scale	NOUN
gssr-996	210	5	farmers	farmer	NOUN
gssr-996	210	6	are	be	AUX
gssr-996	210	7	more	more	ADV
gssr-996	210	8	likely	likely	ADJ
gssr-996	210	9	to	to	PART
gssr-996	210	10	embrace	embrace	VERB
gssr-996	210	11	ai	ai	PROPN
gssr-996	210	12	technologies	technology	NOUN
gssr-996	210	13	,	,	PUNCT
gssr-996	210	14	smallholder	smallholder	NOUN
gssr-996	210	15	farmers	farmer	NOUN
gssr-996	210	16	face	face	VERB
gssr-996	210	17	significant	significant	ADJ
gssr-996	210	18	challenges	challenge	NOUN
gssr-996	210	19	that	that	PRON
gssr-996	210	20	hinder	hinder	VERB
gssr-996	210	21	their	their	PRON
gssr-996	210	22	adoption	adoption	NOUN
gssr-996	210	23	.	.	PUNCT
gssr-996	211	1	addressing	address	VERB
gssr-996	211	2	these	these	DET
gssr-996	211	3	challenges	challenge	NOUN
gssr-996	211	4	through	through	ADP
gssr-996	211	5	targeted	target	VERB
gssr-996	211	6	policies	policy	NOUN
gssr-996	211	7	,	,	PUNCT
gssr-996	211	8	training	training	NOUN
gssr-996	211	9	programs	program	NOUN
gssr-996	211	10	,	,	PUNCT
gssr-996	211	11	and	and	CCONJ
gssr-996	211	12	infrastructure	infrastructure	NOUN
gssr-996	211	13	development	development	NOUN
gssr-996	211	14	is	be	AUX
gssr-996	211	15	essential	essential	ADJ
gssr-996	211	16	for	for	ADP
gssr-996	211	17	fostering	foster	VERB
gssr-996	211	18	a	a	DET
gssr-996	211	19	more	more	ADV
gssr-996	211	20	inclusive	inclusive	ADJ
gssr-996	211	21	agricultural	agricultural	ADJ
gssr-996	211	22	transformation	transformation	NOUN
gssr-996	211	23	in	in	ADP
gssr-996	211	24	nigeria	nigeria	PROPN
gssr-996	211	25	.	.	PUNCT
gssr-996	212	1	global	global	ADJ
gssr-996	212	2	sustainability	sustainability	PROPN
gssr-996	212	3	research	research	NOUN
gssr-996	212	4	global	global	ADJ
gssr-996	212	5	scientific	scientific	ADJ
gssr-996	212	6	research	research	NOUN
gssr-996	212	7	107	107	NUM
gssr-996	212	8	table	table	NOUN
gssr-996	212	9	3	3	NUM
gssr-996	212	10	.	.	PUNCT
gssr-996	213	1	ai	ai	AUX
gssr-996	213	2	adoption	adoption	NOUN
gssr-996	213	3	based	base	VERB
gssr-996	213	4	on	on	ADP
gssr-996	213	5	nigerian	nigerian	ADJ
gssr-996	213	6	six	six	NUM
gssr-996	213	7	geopolitical	geopolitical	ADJ
gssr-996	213	8	zones	zone	NOUN
gssr-996	213	9	geopolitical	geopolitical	ADJ
gssr-996	213	10	zone	zone	NOUN
gssr-996	213	11	details	detail	NOUN
gssr-996	213	12	and	and	CCONJ
gssr-996	213	13	sources	source	NOUN
gssr-996	213	14	1	1	NUM
gssr-996	213	15	north	north	NOUN
gssr-996	213	16	central	central	ADJ
gssr-996	213	17	this	this	DET
gssr-996	213	18	zone	zone	NOUN
gssr-996	213	19	,	,	PUNCT
gssr-996	213	20	known	know	VERB
gssr-996	213	21	for	for	ADP
gssr-996	213	22	its	its	PRON
gssr-996	213	23	diverse	diverse	ADJ
gssr-996	213	24	agricultural	agricultural	ADJ
gssr-996	213	25	practices	practice	NOUN
gssr-996	213	26	,	,	PUNCT
gssr-996	213	27	exhibits	exhibit	VERB
gssr-996	213	28	a	a	DET
gssr-996	213	29	relatively	relatively	ADV
gssr-996	213	30	higher	high	ADJ
gssr-996	213	31	level	level	NOUN
gssr-996	213	32	of	of	ADP
gssr-996	213	33	ai	ai	ADJ
gssr-996	213	34	adoption	adoption	NOUN
gssr-996	213	35	due	due	ADJ
gssr-996	213	36	to	to	ADP
gssr-996	213	37	better	well	ADJ
gssr-996	213	38	access	access	NOUN
gssr-996	213	39	to	to	ADP
gssr-996	213	40	technology	technology	NOUN
gssr-996	213	41	and	and	CCONJ
gssr-996	213	42	infrastructure	infrastructure	NOUN
gssr-996	213	43	.	.	PUNCT
gssr-996	214	1	largescale	largescale	NOUN
gssr-996	214	2	farmers	farmer	NOUN
gssr-996	214	3	are	be	AUX
gssr-996	214	4	more	more	ADV
gssr-996	214	5	likely	likely	ADJ
gssr-996	214	6	to	to	PART
gssr-996	214	7	adopt	adopt	VERB
gssr-996	214	8	ai	ai	VERB
gssr-996	214	9	technologies	technology	NOUN
gssr-996	214	10	for	for	ADP
gssr-996	214	11	precision	precision	NOUN
gssr-996	214	12	farming	farming	NOUN
gssr-996	214	13	and	and	CCONJ
gssr-996	214	14	yield	yield	NOUN
gssr-996	214	15	prediction	prediction	NOUN
gssr-996	214	16	,	,	PUNCT
gssr-996	214	17	as	as	SCONJ
gssr-996	214	18	they	they	PRON
gssr-996	214	19	have	have	VERB
gssr-996	214	20	the	the	DET
gssr-996	214	21	resources	resource	NOUN
gssr-996	214	22	to	to	PART
gssr-996	214	23	invest	invest	VERB
gssr-996	214	24	in	in	ADP
gssr-996	214	25	such	such	ADJ
gssr-996	214	26	innovations	innovation	NOUN
gssr-996	214	27	(	(	PUNCT
gssr-996	214	28	ogunniyi	ogunniyi	PROPN
gssr-996	214	29	&	&	CCONJ
gssr-996	214	30	adewumi	adewumi	PROPN
gssr-996	214	31	,	,	PUNCT
gssr-996	214	32	2021	2021	NUM
gssr-996	214	33	)	)	PUNCT
gssr-996	214	34	.	.	PUNCT
gssr-996	215	1	however	however	ADV
gssr-996	215	2	,	,	PUNCT
gssr-996	215	3	smallholder	smallholder	NOUN
gssr-996	215	4	farmers	farmer	NOUN
gssr-996	215	5	may	may	AUX
gssr-996	215	6	face	face	VERB
gssr-996	215	7	challenges	challenge	NOUN
gssr-996	215	8	due	due	ADJ
gssr-996	215	9	to	to	ADP
gssr-996	215	10	limited	limited	ADJ
gssr-996	215	11	access	access	NOUN
gssr-996	215	12	to	to	ADP
gssr-996	215	13	training	training	NOUN
gssr-996	215	14	and	and	CCONJ
gssr-996	215	15	financial	financial	ADJ
gssr-996	215	16	resources	resource	NOUN
gssr-996	215	17	,	,	PUNCT
gssr-996	215	18	resulting	result	VERB
gssr-996	215	19	in	in	ADP
gssr-996	215	20	slower	slow	ADJ
gssr-996	215	21	adoption	adoption	NOUN
gssr-996	215	22	rates	rate	NOUN
gssr-996	215	23	(	(	PUNCT
gssr-996	215	24	oduwole	oduwole	NOUN
gssr-996	215	25	et	et	PROPN
gssr-996	215	26	al	al	PROPN
gssr-996	215	27	.	.	PROPN
gssr-996	215	28	,	,	PUNCT
gssr-996	215	29	2020	2020	NUM
gssr-996	215	30	)	)	PUNCT
gssr-996	215	31	.	.	PUNCT
gssr-996	216	1	2	2	NUM
gssr-996	216	2	north	north	NOUN
gssr-996	216	3	east	east	NOUN
gssr-996	216	4	the	the	DET
gssr-996	216	5	north	north	PROPN
gssr-996	216	6	east	east	PROPN
gssr-996	216	7	,	,	PUNCT
gssr-996	216	8	characterized	characterize	VERB
gssr-996	216	9	by	by	ADP
gssr-996	216	10	significant	significant	ADJ
gssr-996	216	11	agricultural	agricultural	ADJ
gssr-996	216	12	potential	potential	NOUN
gssr-996	216	13	,	,	PUNCT
gssr-996	216	14	is	be	AUX
gssr-996	216	15	hindered	hinder	VERB
gssr-996	216	16	by	by	ADP
gssr-996	216	17	insecurity	insecurity	NOUN
gssr-996	216	18	and	and	CCONJ
gssr-996	216	19	infrastructural	infrastructural	ADJ
gssr-996	216	20	deficits	deficit	NOUN
gssr-996	216	21	.	.	PUNCT
gssr-996	217	1	ai	ai	VERB
gssr-996	217	2	adoption	adoption	NOUN
gssr-996	217	3	is	be	AUX
gssr-996	217	4	likely	likely	ADV
gssr-996	217	5	low	low	ADJ
gssr-996	217	6	among	among	ADP
gssr-996	217	7	both	both	PRON
gssr-996	217	8	largescale	largescale	NOUN
gssr-996	217	9	and	and	CCONJ
gssr-996	217	10	smallholder	smallholder	NOUN
gssr-996	217	11	farmers	farmer	NOUN
gssr-996	217	12	due	due	ADP
gssr-996	217	13	to	to	ADP
gssr-996	217	14	these	these	DET
gssr-996	217	15	challenges	challenge	NOUN
gssr-996	217	16	.	.	PUNCT
gssr-996	218	1	large	large	ADJ
gssr-996	218	2	-	-	PUNCT
gssr-996	218	3	scale	scale	NOUN
gssr-996	218	4	farmers	farmer	NOUN
gssr-996	218	5	may	may	AUX
gssr-996	218	6	possess	possess	VERB
gssr-996	218	7	the	the	DET
gssr-996	218	8	means	mean	NOUN
gssr-996	218	9	to	to	PART
gssr-996	218	10	implement	implement	VERB
gssr-996	218	11	ai	ai	ADJ
gssr-996	218	12	solutions	solution	NOUN
gssr-996	218	13	,	,	PUNCT
gssr-996	218	14	but	but	CCONJ
gssr-996	218	15	prevailing	prevail	VERB
gssr-996	218	16	insecurity	insecurity	NOUN
gssr-996	218	17	can	can	AUX
gssr-996	218	18	deter	deter	VERB
gssr-996	218	19	investment	investment	NOUN
gssr-996	218	20	.	.	PUNCT
gssr-996	219	1	smallholder	smallholder	NOUN
gssr-996	219	2	farmers	farmer	NOUN
gssr-996	219	3	,	,	PUNCT
gssr-996	219	4	forming	form	VERB
gssr-996	219	5	the	the	DET
gssr-996	219	6	backbone	backbone	NOUN
gssr-996	219	7	of	of	ADP
gssr-996	219	8	the	the	DET
gssr-996	219	9	agricultural	agricultural	ADJ
gssr-996	219	10	sector	sector	NOUN
gssr-996	219	11	,	,	PUNCT
gssr-996	219	12	often	often	ADV
gssr-996	219	13	lack	lack	VERB
gssr-996	219	14	the	the	DET
gssr-996	219	15	necessary	necessary	ADJ
gssr-996	219	16	resources	resource	NOUN
gssr-996	219	17	and	and	CCONJ
gssr-996	219	18	support	support	NOUN
gssr-996	219	19	to	to	PART
gssr-996	219	20	adopt	adopt	VERB
gssr-996	219	21	ai	ai	VERB
gssr-996	219	22	technologies	technology	NOUN
gssr-996	219	23	(	(	PUNCT
gssr-996	219	24	boko	boko	PROPN
gssr-996	219	25	et	et	PROPN
gssr-996	219	26	al	al	PROPN
gssr-996	219	27	.	.	PROPN
gssr-996	219	28	,	,	PUNCT
gssr-996	219	29	2022	2022	NUM
gssr-996	219	30	)	)	PUNCT
gssr-996	219	31	.	.	PUNCT
gssr-996	220	1	3	3	NUM
gssr-996	220	2	north	north	NOUN
gssr-996	220	3	west	west	NOUN
gssr-996	220	4	similar	similar	ADJ
gssr-996	220	5	to	to	ADP
gssr-996	220	6	the	the	DET
gssr-996	220	7	north	north	PROPN
gssr-996	220	8	east	east	PROPN
gssr-996	220	9	,	,	PUNCT
gssr-996	220	10	the	the	DET
gssr-996	220	11	north	north	NOUN
gssr-996	220	12	west	west	NOUN
gssr-996	220	13	faces	face	VERB
gssr-996	220	14	challenges	challenge	NOUN
gssr-996	220	15	such	such	ADJ
gssr-996	220	16	as	as	ADP
gssr-996	220	17	poverty	poverty	NOUN
gssr-996	220	18	and	and	CCONJ
gssr-996	220	19	limited	limited	ADJ
gssr-996	220	20	access	access	NOUN
gssr-996	220	21	to	to	ADP
gssr-996	220	22	technology	technology	NOUN
gssr-996	220	23	.	.	PUNCT
gssr-996	221	1	while	while	SCONJ
gssr-996	221	2	large	large	ADJ
gssr-996	221	3	-	-	PUNCT
gssr-996	221	4	scale	scale	NOUN
gssr-996	221	5	farmers	farmer	NOUN
gssr-996	221	6	may	may	AUX
gssr-996	221	7	adopt	adopt	VERB
gssr-996	221	8	ai	ai	VERB
gssr-996	221	9	for	for	ADP
gssr-996	221	10	specific	specific	ADJ
gssr-996	221	11	applications	application	NOUN
gssr-996	221	12	,	,	PUNCT
gssr-996	221	13	such	such	ADJ
gssr-996	221	14	as	as	ADP
gssr-996	221	15	market	market	NOUN
gssr-996	221	16	analysis	analysis	NOUN
gssr-996	221	17	and	and	CCONJ
gssr-996	221	18	pest	pest	NOUN
gssr-996	221	19	management	management	NOUN
gssr-996	221	20	,	,	PUNCT
gssr-996	221	21	the	the	DET
gssr-996	221	22	overall	overall	ADJ
gssr-996	221	23	adoption	adoption	NOUN
gssr-996	221	24	rate	rate	NOUN
gssr-996	221	25	remains	remain	VERB
gssr-996	221	26	low	low	ADJ
gssr-996	221	27	(	(	PUNCT
gssr-996	221	28	ogunniyi	ogunniyi	PROPN
gssr-996	221	29	et	et	PROPN
gssr-996	221	30	al	al	PROPN
gssr-996	221	31	.	.	PROPN
gssr-996	221	32	,	,	PUNCT
gssr-996	221	33	2022	2022	NUM
gssr-996	221	34	)	)	PUNCT
gssr-996	221	35	.	.	PUNCT
gssr-996	222	1	smallholder	smallholder	NOUN
gssr-996	222	2	farmers	farmer	NOUN
gssr-996	222	3	are	be	AUX
gssr-996	222	4	less	less	ADV
gssr-996	222	5	likely	likely	ADJ
gssr-996	222	6	to	to	PART
gssr-996	222	7	engage	engage	VERB
gssr-996	222	8	with	with	ADP
gssr-996	222	9	ai	ai	PROPN
gssr-996	222	10	due	due	ADP
gssr-996	222	11	to	to	ADP
gssr-996	222	12	a	a	DET
gssr-996	222	13	lack	lack	NOUN
gssr-996	222	14	of	of	ADP
gssr-996	222	15	awareness	awareness	NOUN
gssr-996	222	16	and	and	CCONJ
gssr-996	222	17	access	access	NOUN
gssr-996	222	18	to	to	ADP
gssr-996	222	19	training	training	NOUN
gssr-996	222	20	programs	program	NOUN
gssr-996	222	21	(	(	PUNCT
gssr-996	222	22	eze	eze	X
gssr-996	222	23	et	et	PROPN
gssr-996	222	24	al	al	PROPN
gssr-996	222	25	.	.	PROPN
gssr-996	222	26	,	,	PUNCT
gssr-996	222	27	2021	2021	NUM
gssr-996	222	28	)	)	PUNCT
gssr-996	222	29	.	.	PUNCT
gssr-996	223	1	4	4	NUM
gssr-996	223	2	south	south	PROPN
gssr-996	223	3	east	east	PROPN
gssr-996	223	4	the	the	DET
gssr-996	223	5	south	south	PROPN
gssr-996	223	6	east	east	PROPN
gssr-996	223	7	is	be	AUX
gssr-996	223	8	known	know	VERB
gssr-996	223	9	for	for	ADP
gssr-996	223	10	its	its	PRON
gssr-996	223	11	vibrant	vibrant	ADJ
gssr-996	223	12	agricultural	agricultural	ADJ
gssr-996	223	13	practices	practice	NOUN
gssr-996	223	14	,	,	PUNCT
gssr-996	223	15	particularly	particularly	ADV
gssr-996	223	16	in	in	ADP
gssr-996	223	17	cassava	cassava	NOUN
gssr-996	223	18	and	and	CCONJ
gssr-996	223	19	yam	yam	NOUN
gssr-996	223	20	production	production	NOUN
gssr-996	223	21	.	.	PUNCT
gssr-996	224	1	ai	ai	VERB
gssr-996	224	2	adoption	adoption	NOUN
gssr-996	224	3	is	be	AUX
gssr-996	224	4	gradually	gradually	ADV
gssr-996	224	5	increasing	increase	VERB
gssr-996	224	6	,	,	PUNCT
gssr-996	224	7	especially	especially	ADV
gssr-996	224	8	among	among	ADP
gssr-996	224	9	largescale	largescale	NOUN
gssr-996	224	10	farmers	farmer	NOUN
gssr-996	224	11	who	who	PRON
gssr-996	224	12	leverage	leverage	VERB
gssr-996	224	13	ai	ai	VERB
gssr-996	224	14	for	for	ADP
gssr-996	224	15	market	market	NOUN
gssr-996	224	16	access	access	NOUN
gssr-996	224	17	and	and	CCONJ
gssr-996	224	18	supply	supply	NOUN
gssr-996	224	19	chain	chain	NOUN
gssr-996	224	20	optimization	optimization	NOUN
gssr-996	224	21	(	(	PUNCT
gssr-996	224	22	okeowo	okeowo	PROPN
gssr-996	224	23	&	&	CCONJ
gssr-996	224	24	ndubuisi	ndubuisi	PROPN
gssr-996	224	25	,	,	PUNCT
gssr-996	224	26	2021	2021	NUM
gssr-996	224	27	)	)	PUNCT
gssr-996	224	28	.	.	PUNCT
gssr-996	225	1	however	however	ADV
gssr-996	225	2	,	,	PUNCT
gssr-996	225	3	smallholder	smallholder	NOUN
gssr-996	225	4	farmers	farmer	NOUN
gssr-996	225	5	may	may	AUX
gssr-996	225	6	struggle	struggle	VERB
gssr-996	225	7	with	with	ADP
gssr-996	225	8	adoption	adoption	NOUN
gssr-996	225	9	due	due	ADP
gssr-996	225	10	to	to	ADP
gssr-996	225	11	limited	limited	ADJ
gssr-996	225	12	access	access	NOUN
gssr-996	225	13	to	to	ADP
gssr-996	225	14	technology	technology	NOUN
gssr-996	225	15	and	and	CCONJ
gssr-996	225	16	financial	financial	ADJ
gssr-996	225	17	constraints	constraint	NOUN
gssr-996	225	18	(	(	PUNCT
gssr-996	225	19	igbokwe	igbokwe	NOUN
gssr-996	225	20	et	et	PROPN
gssr-996	225	21	al	al	PROPN
gssr-996	225	22	.	.	PROPN
gssr-996	225	23	,	,	PUNCT
gssr-996	225	24	2022	2022	NUM
gssr-996	225	25	)	)	PUNCT
gssr-996	225	26	.	.	PUNCT
gssr-996	226	1	5	5	NUM
gssr-996	226	2	south	south	NOUN
gssr-996	226	3	south	south	ADV
gssr-996	226	4	this	this	DET
gssr-996	226	5	zone	zone	NOUN
gssr-996	226	6	,	,	PUNCT
gssr-996	226	7	rich	rich	ADJ
gssr-996	226	8	in	in	ADP
gssr-996	226	9	natural	natural	ADJ
gssr-996	226	10	resources	resource	NOUN
gssr-996	226	11	,	,	PUNCT
gssr-996	226	12	has	have	AUX
gssr-996	226	13	witnessed	witness	VERB
gssr-996	226	14	some	some	DET
gssr-996	226	15	adoption	adoption	NOUN
gssr-996	226	16	of	of	ADP
gssr-996	226	17	ai	ai	PROPN
gssr-996	226	18	technologies	technology	NOUN
gssr-996	226	19	,	,	PUNCT
gssr-996	226	20	particularly	particularly	ADV
gssr-996	226	21	in	in	ADP
gssr-996	226	22	aquaculture	aquaculture	NOUN
gssr-996	226	23	and	and	CCONJ
gssr-996	226	24	oil	oil	NOUN
gssr-996	226	25	palm	palm	NOUN
gssr-996	226	26	cultivation	cultivation	NOUN
gssr-996	226	27	.	.	PUNCT
gssr-996	227	1	large	large	ADJ
gssr-996	227	2	-	-	PUNCT
gssr-996	227	3	scale	scale	NOUN
gssr-996	227	4	farmers	farmer	NOUN
gssr-996	227	5	are	be	AUX
gssr-996	227	6	more	more	ADV
gssr-996	227	7	inclined	inclined	ADJ
gssr-996	227	8	to	to	PART
gssr-996	227	9	adopt	adopt	VERB
gssr-996	227	10	ai	ai	VERB
gssr-996	227	11	for	for	ADP
gssr-996	227	12	resource	resource	NOUN
gssr-996	227	13	management	management	NOUN
gssr-996	227	14	and	and	CCONJ
gssr-996	227	15	environmental	environmental	ADJ
gssr-996	227	16	monitoring	monitoring	NOUN
gssr-996	227	17	(	(	PUNCT
gssr-996	227	18	olagunju	olagunju	PROPN
gssr-996	227	19	et	et	PROPN
gssr-996	227	20	al	al	PROPN
gssr-996	227	21	.	.	PROPN
gssr-996	227	22	,	,	PUNCT
gssr-996	227	23	2021	2021	NUM
gssr-996	227	24	)	)	PUNCT
gssr-996	227	25	.	.	PUNCT
gssr-996	228	1	in	in	ADP
gssr-996	228	2	contrast	contrast	NOUN
gssr-996	228	3	,	,	PUNCT
gssr-996	228	4	smallholder	smallholder	NOUN
gssr-996	228	5	farmers	farmer	NOUN
gssr-996	228	6	often	often	ADV
gssr-996	228	7	lack	lack	VERB
gssr-996	228	8	the	the	DET
gssr-996	228	9	necessary	necessary	ADJ
gssr-996	228	10	infrastructure	infrastructure	NOUN
gssr-996	228	11	and	and	CCONJ
gssr-996	228	12	training	training	NOUN
gssr-996	228	13	,	,	PUNCT
gssr-996	228	14	which	which	PRON
gssr-996	228	15	hampers	hamper	VERB
gssr-996	228	16	their	their	PRON
gssr-996	228	17	ability	ability	NOUN
gssr-996	228	18	to	to	PART
gssr-996	228	19	utilize	utilize	VERB
gssr-996	228	20	ai	ai	VERB
gssr-996	228	21	effectively	effectively	ADV
gssr-996	228	22	(	(	PUNCT
gssr-996	228	23	ogunniyi	ogunniyi	PROPN
gssr-996	228	24	et	et	PROPN
gssr-996	228	25	al	al	PROPN
gssr-996	228	26	.	.	PROPN
gssr-996	228	27	,	,	PUNCT
gssr-996	228	28	2022	2022	NUM
gssr-996	228	29	)	)	PUNCT
gssr-996	228	30	.	.	PUNCT
gssr-996	229	1	6	6	NUM
gssr-996	229	2	south	south	NOUN
gssr-996	229	3	west	west	NOUN
gssr-996	229	4	the	the	DET
gssr-996	229	5	south	south	PROPN
gssr-996	229	6	west	west	PROPN
gssr-996	229	7	,	,	PUNCT
gssr-996	229	8	with	with	ADP
gssr-996	229	9	relatively	relatively	ADV
gssr-996	229	10	better	well	ADJ
gssr-996	229	11	infrastructure	infrastructure	NOUN
gssr-996	229	12	and	and	CCONJ
gssr-996	229	13	access	access	NOUN
gssr-996	229	14	to	to	ADP
gssr-996	229	15	technology	technology	NOUN
gssr-996	229	16	,	,	PUNCT
gssr-996	229	17	has	have	VERB
gssr-996	229	18	a	a	DET
gssr-996	229	19	higher	high	ADJ
gssr-996	229	20	rate	rate	NOUN
gssr-996	229	21	of	of	ADP
gssr-996	229	22	ai	ai	ADJ
gssr-996	229	23	adoption	adoption	NOUN
gssr-996	229	24	among	among	ADP
gssr-996	229	25	both	both	CCONJ
gssr-996	229	26	large	large	ADJ
gssr-996	229	27	-	-	PUNCT
gssr-996	229	28	scale	scale	NOUN
gssr-996	229	29	and	and	CCONJ
gssr-996	229	30	smallholder	smallholder	NOUN
gssr-996	229	31	farmers	farmer	NOUN
gssr-996	229	32	.	.	PUNCT
gssr-996	230	1	largescale	largescale	NOUN
gssr-996	230	2	farmers	farmer	NOUN
gssr-996	230	3	increasingly	increasingly	ADV
gssr-996	230	4	use	use	VERB
gssr-996	230	5	ai	ai	VERB
gssr-996	230	6	for	for	ADP
gssr-996	230	7	precision	precision	NOUN
gssr-996	230	8	agriculture	agriculture	NOUN
gssr-996	230	9	,	,	PUNCT
gssr-996	230	10	while	while	SCONJ
gssr-996	230	11	smallholder	smallholder	NOUN
gssr-996	230	12	farmers	farmer	NOUN
gssr-996	230	13	are	be	AUX
gssr-996	230	14	beginning	begin	VERB
gssr-996	230	15	to	to	PART
gssr-996	230	16	engage	engage	VERB
gssr-996	230	17	with	with	ADP
gssr-996	230	18	ai	ai	NOUN
gssr-996	230	19	through	through	ADP
gssr-996	230	20	mobile	mobile	ADJ
gssr-996	230	21	applications	application	NOUN
gssr-996	230	22	that	that	PRON
gssr-996	230	23	provide	provide	VERB
gssr-996	230	24	agricultural	agricultural	ADJ
gssr-996	230	25	advice	advice	NOUN
gssr-996	230	26	and	and	CCONJ
gssr-996	230	27	market	market	NOUN
gssr-996	230	28	information	information	NOUN
gssr-996	230	29	(	(	PUNCT
gssr-996	230	30	adedayo	adedayo	PROPN
gssr-996	230	31	et	et	PROPN
gssr-996	230	32	al	al	PROPN
gssr-996	230	33	.	.	PROPN
gssr-996	230	34	,	,	PUNCT
gssr-996	230	35	2021	2021	NUM
gssr-996	230	36	)	)	PUNCT
gssr-996	230	37	.	.	PUNCT
gssr-996	231	1	technology	technology	NOUN
gssr-996	231	2	readiness	readiness	NOUN
gssr-996	231	3	for	for	ADP
gssr-996	231	4	ai	ai	PRON
gssr-996	231	5	adoption	adoption	NOUN
gssr-996	231	6	in	in	ADP
gssr-996	231	7	agriculture	agriculture	NOUN
gssr-996	231	8	the	the	DET
gssr-996	231	9	successful	successful	ADJ
gssr-996	231	10	adoption	adoption	NOUN
gssr-996	231	11	of	of	ADP
gssr-996	231	12	artificial	artificial	ADJ
gssr-996	231	13	intelligence	intelligence	NOUN
gssr-996	231	14	(	(	PUNCT
gssr-996	231	15	ai	ai	NOUN
gssr-996	231	16	)	)	PUNCT
gssr-996	231	17	in	in	ADP
gssr-996	231	18	agriculture	agriculture	NOUN
gssr-996	231	19	is	be	AUX
gssr-996	231	20	significantly	significantly	ADV
gssr-996	231	21	influenced	influence	VERB
gssr-996	231	22	by	by	ADP
gssr-996	231	23	several	several	ADJ
gssr-996	231	24	factors	factor	NOUN
gssr-996	231	25	,	,	PUNCT
gssr-996	231	26	including	include	VERB
gssr-996	231	27	internet	internet	NOUN
gssr-996	231	28	connectivity	connectivity	NOUN
gssr-996	231	29	,	,	PUNCT
gssr-996	231	30	smartphone	smartphone	NOUN
gssr-996	231	31	access	access	NOUN
gssr-996	231	32	,	,	PUNCT
gssr-996	231	33	and	and	CCONJ
gssr-996	231	34	farmers	farmer	NOUN
gssr-996	231	35	'	'	PART
gssr-996	231	36	willingness	willingness	NOUN
gssr-996	231	37	to	to	PART
gssr-996	231	38	embrace	embrace	VERB
gssr-996	231	39	these	these	DET
gssr-996	231	40	technologies	technology	NOUN
gssr-996	231	41	.	.	PUNCT
gssr-996	232	1	global	global	ADJ
gssr-996	232	2	sustainability	sustainability	NOUN
gssr-996	232	3	research	research	NOUN
gssr-996	232	4	global	global	ADJ
gssr-996	232	5	scientific	scientific	ADJ
gssr-996	232	6	research	research	NOUN
gssr-996	232	7	108	108	NUM
gssr-996	232	8	understanding	understand	VERB
gssr-996	232	9	these	these	DET
gssr-996	232	10	elements	element	NOUN
gssr-996	232	11	is	be	AUX
gssr-996	232	12	crucial	crucial	ADJ
gssr-996	232	13	for	for	ADP
gssr-996	232	14	fostering	foster	VERB
gssr-996	232	15	an	an	DET
gssr-996	232	16	environment	environment	NOUN
gssr-996	232	17	conducive	conducive	ADJ
gssr-996	232	18	to	to	PART
gssr-996	232	19	ai	ai	VERB
gssr-996	232	20	integration	integration	NOUN
gssr-996	232	21	in	in	ADP
gssr-996	232	22	farming	farming	NOUN
gssr-996	232	23	practices	practice	NOUN
gssr-996	232	24	.	.	PUNCT
gssr-996	233	1	internet	internet	NOUN
gssr-996	233	2	connectivity	connectivity	NOUN
gssr-996	233	3	internet	internet	NOUN
gssr-996	233	4	connectivity	connectivity	NOUN
gssr-996	233	5	is	be	AUX
gssr-996	233	6	a	a	DET
gssr-996	233	7	foundational	foundational	ADJ
gssr-996	233	8	requirement	requirement	NOUN
gssr-996	233	9	for	for	ADP
gssr-996	233	10	the	the	DET
gssr-996	233	11	effective	effective	ADJ
gssr-996	233	12	implementation	implementation	NOUN
gssr-996	233	13	of	of	ADP
gssr-996	233	14	ai	ai	PROPN
gssr-996	233	15	technologies	technology	NOUN
gssr-996	233	16	in	in	ADP
gssr-996	233	17	agriculture	agriculture	NOUN
gssr-996	233	18	.	.	PUNCT
gssr-996	234	1	reliable	reliable	ADJ
gssr-996	234	2	internet	internet	NOUN
gssr-996	234	3	access	access	NOUN
gssr-996	234	4	enables	enable	VERB
gssr-996	234	5	farmers	farmer	NOUN
gssr-996	234	6	to	to	PART
gssr-996	234	7	utilize	utilize	VERB
gssr-996	234	8	cloud	cloud	NOUN
gssr-996	234	9	-	-	PUNCT
gssr-996	234	10	based	base	VERB
gssr-996	234	11	ai	ai	PROPN
gssr-996	234	12	applications	application	NOUN
gssr-996	234	13	,	,	PUNCT
gssr-996	234	14	access	access	VERB
gssr-996	234	15	real	real	ADJ
gssr-996	234	16	-	-	PUNCT
gssr-996	234	17	time	time	NOUN
gssr-996	234	18	data	datum	NOUN
gssr-996	234	19	,	,	PUNCT
gssr-996	234	20	and	and	CCONJ
gssr-996	234	21	communicate	communicate	VERB
gssr-996	234	22	with	with	ADP
gssr-996	234	23	agricultural	agricultural	ADJ
gssr-996	234	24	experts	expert	NOUN
gssr-996	234	25	.	.	PUNCT
gssr-996	235	1	in	in	ADP
gssr-996	235	2	nigeria	nigeria	PROPN
gssr-996	235	3	,	,	PUNCT
gssr-996	235	4	the	the	DET
gssr-996	235	5	disparity	disparity	NOUN
gssr-996	235	6	in	in	ADP
gssr-996	235	7	internet	internet	NOUN
gssr-996	235	8	connectivity	connectivity	NOUN
gssr-996	235	9	across	across	ADP
gssr-996	235	10	different	different	ADJ
gssr-996	235	11	regions	region	NOUN
gssr-996	235	12	poses	pose	VERB
gssr-996	235	13	a	a	DET
gssr-996	235	14	challenge	challenge	NOUN
gssr-996	235	15	.	.	PUNCT
gssr-996	236	1	urban	urban	ADJ
gssr-996	236	2	areas	area	NOUN
gssr-996	236	3	tend	tend	VERB
gssr-996	236	4	to	to	PART
gssr-996	236	5	have	have	VERB
gssr-996	236	6	better	well	ADJ
gssr-996	236	7	internet	internet	NOUN
gssr-996	236	8	infrastructure	infrastructure	NOUN
gssr-996	236	9	compared	compare	VERB
gssr-996	236	10	to	to	ADP
gssr-996	236	11	rural	rural	ADJ
gssr-996	236	12	regions	region	NOUN
gssr-996	236	13	,	,	PUNCT
gssr-996	236	14	where	where	SCONJ
gssr-996	236	15	many	many	ADJ
gssr-996	236	16	smallholder	smallholder	NOUN
gssr-996	236	17	farmers	farmer	NOUN
gssr-996	236	18	operate	operate	VERB
gssr-996	236	19	.	.	PUNCT
gssr-996	237	1	this	this	DET
gssr-996	237	2	digital	digital	ADJ
gssr-996	237	3	divide	divide	NOUN
gssr-996	237	4	can	can	AUX
gssr-996	237	5	hinder	hinder	VERB
gssr-996	237	6	the	the	DET
gssr-996	237	7	adoption	adoption	NOUN
gssr-996	237	8	of	of	ADP
gssr-996	237	9	ai	ai	PROPN
gssr-996	237	10	technologies	technology	NOUN
gssr-996	237	11	,	,	PUNCT
gssr-996	237	12	as	as	SCONJ
gssr-996	237	13	farmers	farmer	NOUN
gssr-996	237	14	in	in	ADP
gssr-996	237	15	less	less	ADJ
gssr-996	237	16	connected	connected	ADJ
gssr-996	237	17	areas	area	NOUN
gssr-996	237	18	may	may	AUX
gssr-996	237	19	struggle	struggle	VERB
gssr-996	237	20	to	to	PART
gssr-996	237	21	access	access	VERB
gssr-996	237	22	the	the	DET
gssr-996	237	23	necessary	necessary	ADJ
gssr-996	237	24	tools	tool	NOUN
gssr-996	237	25	and	and	CCONJ
gssr-996	237	26	information	information	NOUN
gssr-996	237	27	to	to	ADP
gssr-996	237	28	leverage	leverage	NOUN
gssr-996	237	29	ai	ai	VERB
gssr-996	237	30	effectively	effectively	ADV
gssr-996	237	31	(	(	PUNCT
gssr-996	237	32	ogunniyi	ogunniyi	PROPN
gssr-996	237	33	et	et	PROPN
gssr-996	237	34	al	al	PROPN
gssr-996	237	35	.	.	PROPN
gssr-996	237	36	,	,	PUNCT
gssr-996	237	37	2022	2022	NUM
gssr-996	237	38	)	)	PUNCT
gssr-996	237	39	.	.	PUNCT
gssr-996	238	1	enhancing	enhance	VERB
gssr-996	238	2	internet	internet	NOUN
gssr-996	238	3	connectivity	connectivity	NOUN
gssr-996	238	4	in	in	ADP
gssr-996	238	5	rural	rural	ADJ
gssr-996	238	6	areas	area	NOUN
gssr-996	238	7	is	be	AUX
gssr-996	238	8	essential	essential	ADJ
gssr-996	238	9	for	for	ADP
gssr-996	238	10	enabling	enable	VERB
gssr-996	238	11	farmers	farmer	NOUN
gssr-996	238	12	to	to	PART
gssr-996	238	13	benefit	benefit	VERB
gssr-996	238	14	from	from	ADP
gssr-996	238	15	ai	ai	ADJ
gssr-996	238	16	-	-	PUNCT
gssr-996	238	17	driven	drive	VERB
gssr-996	238	18	solutions	solution	NOUN
gssr-996	238	19	,	,	PUNCT
gssr-996	238	20	such	such	ADJ
gssr-996	238	21	as	as	ADP
gssr-996	238	22	precision	precision	NOUN
gssr-996	238	23	agriculture	agriculture	NOUN
gssr-996	238	24	and	and	CCONJ
gssr-996	238	25	market	market	NOUN
gssr-996	238	26	analysis	analysis	NOUN
gssr-996	238	27	tools	tool	NOUN
gssr-996	238	28	.	.	PUNCT
gssr-996	239	1	smartphone	smartphone	NOUN
gssr-996	239	2	access	access	NOUN
gssr-996	239	3	smartphones	smartphone	NOUN
gssr-996	239	4	play	play	VERB
gssr-996	239	5	a	a	DET
gssr-996	239	6	critical	critical	ADJ
gssr-996	239	7	role	role	NOUN
gssr-996	239	8	in	in	ADP
gssr-996	239	9	facilitating	facilitate	VERB
gssr-996	239	10	ai	ai	ADJ
gssr-996	239	11	adoption	adoption	NOUN
gssr-996	239	12	among	among	ADP
gssr-996	239	13	farmers	farmer	NOUN
gssr-996	239	14	,	,	PUNCT
gssr-996	239	15	particularly	particularly	ADV
gssr-996	239	16	smallholders	smallholder	NOUN
gssr-996	239	17	.	.	PUNCT
gssr-996	240	1	with	with	ADP
gssr-996	240	2	the	the	DET
gssr-996	240	3	proliferation	proliferation	NOUN
gssr-996	240	4	of	of	ADP
gssr-996	240	5	mobile	mobile	ADJ
gssr-996	240	6	technology	technology	NOUN
gssr-996	240	7	,	,	PUNCT
gssr-996	240	8	smartphones	smartphone	NOUN
gssr-996	240	9	have	have	AUX
gssr-996	240	10	become	become	VERB
gssr-996	240	11	accessible	accessible	ADJ
gssr-996	240	12	to	to	ADP
gssr-996	240	13	many	many	ADJ
gssr-996	240	14	farmers	farmer	NOUN
gssr-996	240	15	,	,	PUNCT
gssr-996	240	16	providing	provide	VERB
gssr-996	240	17	them	they	PRON
gssr-996	240	18	with	with	ADP
gssr-996	240	19	a	a	DET
gssr-996	240	20	platform	platform	NOUN
gssr-996	240	21	to	to	PART
gssr-996	240	22	access	access	VERB
gssr-996	240	23	agricultural	agricultural	ADJ
gssr-996	240	24	applications	application	NOUN
gssr-996	240	25	that	that	PRON
gssr-996	240	26	utilize	utilize	VERB
gssr-996	240	27	ai	ai	VERB
gssr-996	240	28	.	.	PUNCT
gssr-996	241	1	these	these	DET
gssr-996	241	2	applications	application	NOUN
gssr-996	241	3	can	can	AUX
gssr-996	241	4	offer	offer	VERB
gssr-996	241	5	valuable	valuable	ADJ
gssr-996	241	6	services	service	NOUN
gssr-996	241	7	,	,	PUNCT
gssr-996	241	8	such	such	ADJ
gssr-996	241	9	as	as	ADP
gssr-996	241	10	weather	weather	NOUN
gssr-996	241	11	forecasts	forecast	NOUN
gssr-996	241	12	,	,	PUNCT
gssr-996	241	13	pest	pest	VERB
gssr-996	241	14	management	management	NOUN
gssr-996	241	15	advice	advice	NOUN
gssr-996	241	16	,	,	PUNCT
gssr-996	241	17	and	and	CCONJ
gssr-996	241	18	market	market	NOUN
gssr-996	241	19	price	price	NOUN
gssr-996	241	20	information	information	NOUN
gssr-996	241	21	.	.	PUNCT
gssr-996	242	1	however	however	ADV
gssr-996	242	2	,	,	PUNCT
gssr-996	242	3	the	the	DET
gssr-996	242	4	extent	extent	NOUN
gssr-996	242	5	of	of	ADP
gssr-996	242	6	smartphone	smartphone	ADJ
gssr-996	242	7	penetration	penetration	NOUN
gssr-996	242	8	varies	vary	VERB
gssr-996	242	9	across	across	ADP
gssr-996	242	10	different	different	ADJ
gssr-996	242	11	socio	socio	NOUN
gssr-996	242	12	-	-	PUNCT
gssr-996	242	13	economic	economic	ADJ
gssr-996	242	14	classes	class	NOUN
gssr-996	242	15	and	and	CCONJ
gssr-996	242	16	regions	region	NOUN
gssr-996	242	17	.	.	PUNCT
gssr-996	243	1	large	large	ADJ
gssr-996	243	2	-	-	PUNCT
gssr-996	243	3	scale	scale	NOUN
gssr-996	243	4	farmers	farmer	NOUN
gssr-996	243	5	are	be	AUX
gssr-996	243	6	more	more	ADV
gssr-996	243	7	likely	likely	ADJ
gssr-996	243	8	to	to	PART
gssr-996	243	9	have	have	VERB
gssr-996	243	10	access	access	NOUN
gssr-996	243	11	to	to	ADP
gssr-996	243	12	advanced	advanced	ADJ
gssr-996	243	13	smartphones	smartphone	NOUN
gssr-996	243	14	and	and	CCONJ
gssr-996	243	15	the	the	DET
gssr-996	243	16	internet	internet	NOUN
gssr-996	243	17	,	,	PUNCT
gssr-996	243	18	allowing	allow	VERB
gssr-996	243	19	them	they	PRON
gssr-996	243	20	to	to	PART
gssr-996	243	21	utilize	utilize	VERB
gssr-996	243	22	sophisticated	sophisticated	ADJ
gssr-996	243	23	ai	ai	ADJ
gssr-996	243	24	applications	application	NOUN
gssr-996	243	25	.	.	PUNCT
gssr-996	244	1	in	in	ADP
gssr-996	244	2	contrast	contrast	NOUN
gssr-996	244	3	,	,	PUNCT
gssr-996	244	4	smallholder	smallholder	NOUN
gssr-996	244	5	farmers	farmer	NOUN
gssr-996	244	6	may	may	AUX
gssr-996	244	7	have	have	VERB
gssr-996	244	8	limited	limit	VERB
gssr-996	244	9	access	access	NOUN
gssr-996	244	10	to	to	ADP
gssr-996	244	11	smartphones	smartphone	NOUN
gssr-996	244	12	,	,	PUNCT
gssr-996	244	13	which	which	PRON
gssr-996	244	14	can	can	AUX
gssr-996	244	15	restrict	restrict	VERB
gssr-996	244	16	their	their	PRON
gssr-996	244	17	ability	ability	NOUN
gssr-996	244	18	to	to	PART
gssr-996	244	19	engage	engage	VERB
gssr-996	244	20	with	with	ADP
gssr-996	244	21	ai	ai	PROPN
gssr-996	244	22	technologies	technology	NOUN
gssr-996	244	23	(	(	PUNCT
gssr-996	244	24	adebayo	adebayo	PROPN
gssr-996	244	25	et	et	PROPN
gssr-996	244	26	al	al	PROPN
gssr-996	244	27	.	.	PROPN
gssr-996	244	28	,	,	PUNCT
gssr-996	244	29	2021	2021	NUM
gssr-996	244	30	)	)	PUNCT
gssr-996	244	31	.	.	PUNCT
gssr-996	245	1	bridging	bridge	VERB
gssr-996	245	2	this	this	DET
gssr-996	245	3	gap	gap	NOUN
gssr-996	245	4	through	through	ADP
gssr-996	245	5	targeted	target	VERB
gssr-996	245	6	initiatives	initiative	NOUN
gssr-996	245	7	,	,	PUNCT
gssr-996	245	8	such	such	ADJ
gssr-996	245	9	as	as	ADP
gssr-996	245	10	providing	provide	VERB
gssr-996	245	11	affordable	affordable	ADJ
gssr-996	245	12	smartphones	smartphone	NOUN
gssr-996	245	13	and	and	CCONJ
gssr-996	245	14	training	training	NOUN
gssr-996	245	15	on	on	ADP
gssr-996	245	16	their	their	PRON
gssr-996	245	17	use	use	NOUN
gssr-996	245	18	,	,	PUNCT
gssr-996	245	19	can	can	AUX
gssr-996	245	20	enhance	enhance	VERB
gssr-996	245	21	ai	ai	VERB
gssr-996	245	22	adoption	adoption	NOUN
gssr-996	245	23	among	among	ADP
gssr-996	245	24	smallholder	smallholder	NOUN
gssr-996	245	25	farmers	farmer	NOUN
gssr-996	245	26	.	.	PUNCT
gssr-996	246	1	farmers	farmer	NOUN
gssr-996	246	2	'	'	PART
gssr-996	246	3	willingness	willingness	NOUN
gssr-996	246	4	to	to	PART
gssr-996	246	5	adopt	adopt	VERB
gssr-996	246	6	ai	ai	VERB
gssr-996	246	7	the	the	DET
gssr-996	246	8	willingness	willingness	NOUN
gssr-996	246	9	of	of	ADP
gssr-996	246	10	farmers	farmer	NOUN
gssr-996	246	11	to	to	PART
gssr-996	246	12	adopt	adopt	VERB
gssr-996	246	13	ai	ai	VERB
gssr-996	246	14	technologies	technology	NOUN
gssr-996	246	15	is	be	AUX
gssr-996	246	16	influenced	influence	VERB
gssr-996	246	17	by	by	ADP
gssr-996	246	18	several	several	ADJ
gssr-996	246	19	factors	factor	NOUN
gssr-996	246	20	,	,	PUNCT
gssr-996	246	21	including	include	VERB
gssr-996	246	22	perceived	perceive	VERB
gssr-996	246	23	benefits	benefit	NOUN
gssr-996	246	24	,	,	PUNCT
gssr-996	246	25	trust	trust	NOUN
gssr-996	246	26	in	in	ADP
gssr-996	246	27	technology	technology	NOUN
gssr-996	246	28	,	,	PUNCT
gssr-996	246	29	and	and	CCONJ
gssr-996	246	30	previous	previous	ADJ
gssr-996	246	31	experiences	experience	NOUN
gssr-996	246	32	with	with	ADP
gssr-996	246	33	agricultural	agricultural	ADJ
gssr-996	246	34	innovations	innovation	NOUN
gssr-996	246	35	.	.	PUNCT
gssr-996	247	1	farmers	farmer	NOUN
gssr-996	247	2	who	who	PRON
gssr-996	247	3	recognize	recognize	VERB
gssr-996	247	4	the	the	DET
gssr-996	247	5	potential	potential	ADJ
gssr-996	247	6	advantages	advantage	NOUN
gssr-996	247	7	of	of	ADP
gssr-996	247	8	ai	ai	NOUN
gssr-996	247	9	,	,	PUNCT
gssr-996	247	10	such	such	ADJ
gssr-996	247	11	as	as	ADP
gssr-996	247	12	increased	increase	VERB
gssr-996	247	13	productivity	productivity	NOUN
gssr-996	247	14	and	and	CCONJ
gssr-996	247	15	reduced	reduce	VERB
gssr-996	247	16	labor	labor	NOUN
gssr-996	247	17	costs	cost	NOUN
gssr-996	247	18	,	,	PUNCT
gssr-996	247	19	are	be	AUX
gssr-996	247	20	more	more	ADV
gssr-996	247	21	likely	likely	ADJ
gssr-996	247	22	to	to	PART
gssr-996	247	23	embrace	embrace	VERB
gssr-996	247	24	these	these	DET
gssr-996	247	25	technologies	technology	NOUN
gssr-996	247	26	.	.	PUNCT
gssr-996	248	1	however	however	ADV
gssr-996	248	2	,	,	PUNCT
gssr-996	248	3	skepticism	skepticism	NOUN
gssr-996	248	4	about	about	ADP
gssr-996	248	5	the	the	DET
gssr-996	248	6	reliability	reliability	NOUN
gssr-996	248	7	and	and	CCONJ
gssr-996	248	8	effectiveness	effectiveness	NOUN
gssr-996	248	9	of	of	ADP
gssr-996	248	10	ai	ai	NOUN
gssr-996	248	11	can	can	AUX
gssr-996	248	12	hinder	hinder	VERB
gssr-996	248	13	adoption	adoption	NOUN
gssr-996	248	14	,	,	PUNCT
gssr-996	248	15	particularly	particularly	ADV
gssr-996	248	16	among	among	ADP
gssr-996	248	17	smallholder	smallholder	NOUN
gssr-996	248	18	farmers	farmer	NOUN
gssr-996	248	19	who	who	PRON
gssr-996	248	20	may	may	AUX
gssr-996	248	21	have	have	VERB
gssr-996	248	22	limited	limit	VERB
gssr-996	248	23	exposure	exposure	NOUN
gssr-996	248	24	to	to	ADP
gssr-996	248	25	technology	technology	NOUN
gssr-996	248	26	(	(	PUNCT
gssr-996	248	27	oluwaseun	oluwaseun	PROPN
gssr-996	248	28	et	et	PROPN
gssr-996	248	29	al	al	PROPN
gssr-996	248	30	.	.	PROPN
gssr-996	248	31	,	,	PUNCT
gssr-996	248	32	2022	2022	NUM
gssr-996	248	33	)	)	PUNCT
gssr-996	248	34	.	.	PUNCT
gssr-996	249	1	education	education	NOUN
gssr-996	249	2	and	and	CCONJ
gssr-996	249	3	awareness	awareness	NOUN
gssr-996	249	4	campaigns	campaign	NOUN
gssr-996	249	5	that	that	PRON
gssr-996	249	6	demonstrate	demonstrate	VERB
gssr-996	249	7	the	the	DET
gssr-996	249	8	practical	practical	ADJ
gssr-996	249	9	benefits	benefit	NOUN
gssr-996	249	10	of	of	ADP
gssr-996	249	11	ai	ai	NOUN
gssr-996	249	12	in	in	ADP
gssr-996	249	13	agriculture	agriculture	NOUN
gssr-996	249	14	can	can	AUX
gssr-996	249	15	help	help	VERB
gssr-996	249	16	build	build	VERB
gssr-996	249	17	trust	trust	NOUN
gssr-996	249	18	and	and	CCONJ
gssr-996	249	19	encourage	encourage	VERB
gssr-996	249	20	adoption	adoption	NOUN
gssr-996	249	21	.	.	PUNCT
gssr-996	250	1	additionally	additionally	ADV
gssr-996	250	2	,	,	PUNCT
gssr-996	250	3	involving	involve	VERB
gssr-996	250	4	farmers	farmer	NOUN
gssr-996	250	5	in	in	ADP
gssr-996	250	6	the	the	DET
gssr-996	250	7	development	development	NOUN
gssr-996	250	8	and	and	CCONJ
gssr-996	250	9	testing	testing	NOUN
gssr-996	250	10	of	of	ADP
gssr-996	250	11	ai	ai	VERB
gssr-996	250	12	solutions	solution	NOUN
gssr-996	250	13	can	can	AUX
gssr-996	250	14	foster	foster	VERB
gssr-996	250	15	a	a	DET
gssr-996	250	16	sense	sense	NOUN
gssr-996	250	17	of	of	ADP
gssr-996	250	18	ownership	ownership	NOUN
gssr-996	250	19	and	and	CCONJ
gssr-996	250	20	increase	increase	VERB
gssr-996	250	21	their	their	PRON
gssr-996	250	22	willingness	willingness	NOUN
gssr-996	250	23	to	to	PART
gssr-996	250	24	adopt	adopt	VERB
gssr-996	250	25	these	these	DET
gssr-996	250	26	technologies	technology	NOUN
gssr-996	250	27	(	(	PUNCT
gssr-996	250	28	eze	eze	X
gssr-996	250	29	et	et	PROPN
gssr-996	250	30	al	al	PROPN
gssr-996	250	31	.	.	PROPN
gssr-996	250	32	,	,	PUNCT
gssr-996	250	33	2021	2021	NUM
gssr-996	250	34	)	)	PUNCT
gssr-996	250	35	.	.	PUNCT
gssr-996	251	1	the	the	DET
gssr-996	251	2	readiness	readiness	NOUN
gssr-996	251	3	for	for	ADP
gssr-996	251	4	ai	ai	PRON
gssr-996	251	5	adoption	adoption	NOUN
gssr-996	251	6	in	in	ADP
gssr-996	251	7	agriculture	agriculture	NOUN
gssr-996	251	8	is	be	AUX
gssr-996	251	9	significantly	significantly	ADV
gssr-996	251	10	influenced	influence	VERB
gssr-996	251	11	by	by	ADP
gssr-996	251	12	internet	internet	NOUN
gssr-996	251	13	connectivity	connectivity	NOUN
gssr-996	251	14	,	,	PUNCT
gssr-996	251	15	smartphone	smartphone	NOUN
gssr-996	251	16	access	access	NOUN
gssr-996	251	17	,	,	PUNCT
gssr-996	251	18	and	and	CCONJ
gssr-996	251	19	farmers	farmer	NOUN
gssr-996	251	20	'	'	PART
gssr-996	251	21	willingness	willingness	NOUN
gssr-996	251	22	to	to	PART
gssr-996	251	23	embrace	embrace	VERB
gssr-996	251	24	new	new	ADJ
gssr-996	251	25	technologies	technology	NOUN
gssr-996	251	26	.	.	PUNCT
gssr-996	252	1	addressing	address	VERB
gssr-996	252	2	the	the	DET
gssr-996	252	3	challenges	challenge	NOUN
gssr-996	252	4	associated	associate	VERB
gssr-996	252	5	with	with	ADP
gssr-996	252	6	these	these	DET
gssr-996	252	7	factors	factor	NOUN
gssr-996	252	8	is	be	AUX
gssr-996	252	9	essential	essential	ADJ
gssr-996	252	10	for	for	ADP
gssr-996	252	11	promoting	promote	VERB
gssr-996	252	12	the	the	DET
gssr-996	252	13	effective	effective	ADJ
gssr-996	252	14	integration	integration	NOUN
gssr-996	252	15	of	of	ADP
gssr-996	252	16	ai	ai	NOUN
gssr-996	252	17	in	in	ADP
gssr-996	252	18	nigeria	nigeria	PROPN
gssr-996	252	19	's	's	PART
gssr-996	252	20	agricultural	agricultural	ADJ
gssr-996	252	21	sector	sector	NOUN
gssr-996	252	22	.	.	PUNCT
gssr-996	253	1	by	by	ADP
gssr-996	253	2	improving	improve	VERB
gssr-996	253	3	internet	internet	NOUN
gssr-996	253	4	infrastructure	infrastructure	NOUN
gssr-996	253	5	,	,	PUNCT
gssr-996	253	6	enhancing	enhance	VERB
gssr-996	253	7	smartphone	smartphone	ADJ
gssr-996	253	8	accessibility	accessibility	NOUN
gssr-996	253	9	,	,	PUNCT
gssr-996	253	10	and	and	CCONJ
gssr-996	253	11	fostering	foster	VERB
gssr-996	253	12	a	a	DET
gssr-996	253	13	positive	positive	ADJ
gssr-996	253	14	attitude	attitude	NOUN
gssr-996	253	15	towards	towards	ADP
gssr-996	253	16	ai	ai	VERB
gssr-996	253	17	,	,	PUNCT
gssr-996	253	18	stakeholders	stakeholder	NOUN
gssr-996	253	19	can	can	AUX
gssr-996	253	20	create	create	VERB
gssr-996	253	21	an	an	DET
gssr-996	253	22	environment	environment	NOUN
gssr-996	253	23	that	that	PRON
gssr-996	253	24	supports	support	VERB
gssr-996	253	25	the	the	DET
gssr-996	253	26	widespread	widespread	ADJ
gssr-996	253	27	adoption	adoption	NOUN
gssr-996	253	28	of	of	ADP
gssr-996	253	29	ai	ai	PROPN
gssr-996	253	30	technologies	technology	NOUN
gssr-996	253	31	,	,	PUNCT
gssr-996	253	32	ultimately	ultimately	ADV
gssr-996	253	33	leading	lead	VERB
gssr-996	253	34	to	to	ADP
gssr-996	253	35	increased	increase	VERB
gssr-996	253	36	agricultural	agricultural	ADJ
gssr-996	253	37	productivity	productivity	NOUN
gssr-996	253	38	and	and	CCONJ
gssr-996	253	39	sustainability	sustainability	NOUN
gssr-996	253	40	.	.	PUNCT
gssr-996	254	1	conclusion	conclusion	NOUN
gssr-996	254	2	this	this	DET
gssr-996	254	3	study	study	NOUN
gssr-996	254	4	has	have	AUX
gssr-996	254	5	explored	explore	VERB
gssr-996	254	6	the	the	DET
gssr-996	254	7	role	role	NOUN
gssr-996	254	8	of	of	ADP
gssr-996	254	9	artificial	artificial	ADJ
gssr-996	254	10	intelligence	intelligence	NOUN
gssr-996	254	11	(	(	PUNCT
gssr-996	254	12	ai	ai	NOUN
gssr-996	254	13	)	)	PUNCT
gssr-996	254	14	in	in	ADP
gssr-996	254	15	transforming	transform	VERB
gssr-996	254	16	agriculture	agriculture	NOUN
gssr-996	254	17	,	,	PUNCT
gssr-996	254	18	particularly	particularly	ADV
gssr-996	254	19	in	in	ADP
gssr-996	254	20	the	the	DET
gssr-996	254	21	context	context	NOUN
gssr-996	254	22	of	of	ADP
gssr-996	254	23	nigeria	nigeria	PROPN
gssr-996	254	24	.	.	PUNCT
gssr-996	255	1	the	the	DET
gssr-996	255	2	findings	finding	NOUN
gssr-996	255	3	indicate	indicate	VERB
gssr-996	255	4	that	that	SCONJ
gssr-996	255	5	ai	ai	VERB
gssr-996	255	6	applications	application	NOUN
gssr-996	255	7	,	,	PUNCT
gssr-996	255	8	including	include	VERB
gssr-996	255	9	precision	precision	NOUN
gssr-996	255	10	agriculture	agriculture	NOUN
gssr-996	255	11	,	,	PUNCT
gssr-996	255	12	crop	crop	NOUN
gssr-996	255	13	monitoring	monitoring	NOUN
gssr-996	255	14	,	,	PUNCT
gssr-996	255	15	pest	pest	VERB
gssr-996	255	16	and	and	CCONJ
gssr-996	255	17	disease	disease	NOUN
gssr-996	255	18	detection	detection	NOUN
gssr-996	255	19	,	,	PUNCT
gssr-996	255	20	and	and	CCONJ
gssr-996	255	21	resource	resource	NOUN
gssr-996	255	22	optimization	optimization	NOUN
gssr-996	255	23	,	,	PUNCT
gssr-996	255	24	have	have	VERB
gssr-996	255	25	the	the	DET
gssr-996	255	26	potential	potential	NOUN
gssr-996	255	27	to	to	PART
gssr-996	255	28	significantly	significantly	ADV
gssr-996	255	29	enhance	enhance	VERB
gssr-996	255	30	agricultural	agricultural	ADJ
gssr-996	255	31	productivity	productivity	NOUN
gssr-996	255	32	global	global	ADJ
gssr-996	255	33	sustainability	sustainability	PROPN
gssr-996	255	34	research	research	NOUN
gssr-996	255	35	global	global	ADJ
gssr-996	255	36	scientific	scientific	ADJ
gssr-996	255	37	research	research	NOUN
gssr-996	255	38	109	109	NUM
gssr-996	255	39	and	and	CCONJ
gssr-996	255	40	sustainability	sustainability	NOUN
gssr-996	255	41	.	.	PUNCT
gssr-996	256	1	notably	notably	ADV
gssr-996	256	2	,	,	PUNCT
gssr-996	256	3	the	the	DET
gssr-996	256	4	adoption	adoption	NOUN
gssr-996	256	5	of	of	ADP
gssr-996	256	6	ai	ai	VERB
gssr-996	256	7	can	can	AUX
gssr-996	256	8	lead	lead	VERB
gssr-996	256	9	to	to	ADP
gssr-996	256	10	increased	increase	VERB
gssr-996	256	11	yields	yield	NOUN
gssr-996	256	12	,	,	PUNCT
gssr-996	256	13	reduced	reduce	VERB
gssr-996	256	14	environmental	environmental	ADJ
gssr-996	256	15	impacts	impact	NOUN
gssr-996	256	16	,	,	PUNCT
gssr-996	256	17	improved	improve	VERB
gssr-996	256	18	food	food	NOUN
gssr-996	256	19	security	security	NOUN
gssr-996	256	20	,	,	PUNCT
gssr-996	256	21	and	and	CCONJ
gssr-996	256	22	economic	economic	ADJ
gssr-996	256	23	benefits	benefit	NOUN
gssr-996	256	24	for	for	ADP
gssr-996	256	25	farmers	farmer	NOUN
gssr-996	256	26	.	.	PUNCT
gssr-996	257	1	however	however	ADV
gssr-996	257	2	,	,	PUNCT
gssr-996	257	3	the	the	DET
gssr-996	257	4	study	study	NOUN
gssr-996	257	5	also	also	ADV
gssr-996	257	6	identified	identify	VERB
gssr-996	257	7	several	several	ADJ
gssr-996	257	8	challenges	challenge	NOUN
gssr-996	257	9	and	and	CCONJ
gssr-996	257	10	barriers	barrier	NOUN
gssr-996	257	11	to	to	ADP
gssr-996	257	12	ai	ai	VERB
gssr-996	257	13	adoption	adoption	NOUN
gssr-996	257	14	,	,	PUNCT
gssr-996	257	15	including	include	VERB
gssr-996	257	16	technological	technological	ADJ
gssr-996	257	17	literacy	literacy	NOUN
gssr-996	257	18	,	,	PUNCT
gssr-996	257	19	infrastructure	infrastructure	NOUN
gssr-996	257	20	limitations	limitation	NOUN
gssr-996	257	21	,	,	PUNCT
gssr-996	257	22	policy	policy	NOUN
gssr-996	257	23	and	and	CCONJ
gssr-996	257	24	regulatory	regulatory	ADJ
gssr-996	257	25	challenges	challenge	NOUN
gssr-996	257	26	,	,	PUNCT
gssr-996	257	27	and	and	CCONJ
gssr-996	257	28	socioeconomic	socioeconomic	ADJ
gssr-996	257	29	factors	factor	NOUN
gssr-996	257	30	.	.	PUNCT
gssr-996	258	1	these	these	DET
gssr-996	258	2	findings	finding	NOUN
gssr-996	258	3	underscore	underscore	VERB
gssr-996	258	4	the	the	DET
gssr-996	258	5	need	need	NOUN
gssr-996	258	6	for	for	ADP
gssr-996	258	7	a	a	DET
gssr-996	258	8	multifaceted	multifaceted	ADJ
gssr-996	258	9	approach	approach	NOUN
gssr-996	258	10	to	to	PART
gssr-996	258	11	facilitate	facilitate	VERB
gssr-996	258	12	the	the	DET
gssr-996	258	13	integration	integration	NOUN
gssr-996	258	14	of	of	ADP
gssr-996	258	15	ai	ai	PROPN
gssr-996	258	16	technologies	technology	NOUN
gssr-996	258	17	in	in	ADP
gssr-996	258	18	agriculture	agriculture	NOUN
gssr-996	258	19	.	.	PUNCT
gssr-996	259	1	the	the	DET
gssr-996	259	2	implications	implication	NOUN
gssr-996	259	3	of	of	ADP
gssr-996	259	4	this	this	DET
gssr-996	259	5	study	study	NOUN
gssr-996	259	6	for	for	ADP
gssr-996	259	7	policy	policy	NOUN
gssr-996	259	8	and	and	CCONJ
gssr-996	259	9	practice	practice	NOUN
gssr-996	259	10	are	be	AUX
gssr-996	259	11	substantial	substantial	ADJ
gssr-996	259	12	.	.	PUNCT
gssr-996	260	1	policymakers	policymaker	NOUN
gssr-996	260	2	must	must	AUX
gssr-996	260	3	recognize	recognize	VERB
gssr-996	260	4	the	the	DET
gssr-996	260	5	transformative	transformative	ADJ
gssr-996	260	6	potential	potential	NOUN
gssr-996	260	7	of	of	ADP
gssr-996	260	8	ai	ai	NOUN
gssr-996	260	9	in	in	ADP
gssr-996	260	10	agriculture	agriculture	NOUN
gssr-996	260	11	and	and	CCONJ
gssr-996	260	12	create	create	VERB
gssr-996	260	13	an	an	DET
gssr-996	260	14	enabling	enable	VERB
gssr-996	260	15	environment	environment	NOUN
gssr-996	260	16	that	that	PRON
gssr-996	260	17	supports	support	VERB
gssr-996	260	18	technology	technology	NOUN
gssr-996	260	19	adoption	adoption	NOUN
gssr-996	260	20	.	.	PUNCT
gssr-996	261	1	this	this	PRON
gssr-996	261	2	includes	include	VERB
gssr-996	261	3	investing	invest	VERB
gssr-996	261	4	in	in	ADP
gssr-996	261	5	infrastructure	infrastructure	NOUN
gssr-996	261	6	development	development	NOUN
gssr-996	261	7	,	,	PUNCT
gssr-996	261	8	such	such	ADJ
gssr-996	261	9	as	as	ADP
gssr-996	261	10	reliable	reliable	ADJ
gssr-996	261	11	internet	internet	NOUN
gssr-996	261	12	connectivity	connectivity	NOUN
gssr-996	261	13	and	and	CCONJ
gssr-996	261	14	electricity	electricity	NOUN
gssr-996	261	15	supply	supply	NOUN
gssr-996	261	16	,	,	PUNCT
gssr-996	261	17	which	which	PRON
gssr-996	261	18	are	be	AUX
gssr-996	261	19	critical	critical	ADJ
gssr-996	261	20	for	for	ADP
gssr-996	261	21	the	the	DET
gssr-996	261	22	effective	effective	ADJ
gssr-996	261	23	implementation	implementation	NOUN
gssr-996	261	24	of	of	ADP
gssr-996	261	25	ai	ai	ADJ
gssr-996	261	26	solutions	solution	NOUN
gssr-996	261	27	.	.	PUNCT
gssr-996	262	1	moreover	moreover	ADV
gssr-996	262	2	,	,	PUNCT
gssr-996	262	3	policies	policy	NOUN
gssr-996	262	4	should	should	AUX
gssr-996	262	5	promote	promote	VERB
gssr-996	262	6	agricultural	agricultural	ADJ
gssr-996	262	7	innovation	innovation	NOUN
gssr-996	262	8	by	by	ADP
gssr-996	262	9	providing	provide	VERB
gssr-996	262	10	incentives	incentive	NOUN
gssr-996	262	11	for	for	ADP
gssr-996	262	12	research	research	NOUN
gssr-996	262	13	and	and	CCONJ
gssr-996	262	14	development	development	NOUN
gssr-996	262	15	in	in	ADP
gssr-996	262	16	ai	ai	PROPN
gssr-996	262	17	technologies	technology	NOUN
gssr-996	262	18	tailored	tailor	VERB
gssr-996	262	19	to	to	ADP
gssr-996	262	20	local	local	ADJ
gssr-996	262	21	conditions	condition	NOUN
gssr-996	262	22	and	and	CCONJ
gssr-996	262	23	challenges	challenge	NOUN
gssr-996	262	24	.	.	PUNCT
gssr-996	263	1	additionally	additionally	ADV
gssr-996	263	2	,	,	PUNCT
gssr-996	263	3	enhancing	enhance	VERB
gssr-996	263	4	technological	technological	ADJ
gssr-996	263	5	literacy	literacy	NOUN
gssr-996	263	6	among	among	ADP
gssr-996	263	7	farmers	farmer	NOUN
gssr-996	263	8	is	be	AUX
gssr-996	263	9	essential	essential	ADJ
gssr-996	263	10	.	.	PUNCT
gssr-996	264	1	training	training	NOUN
gssr-996	264	2	programs	program	NOUN
gssr-996	264	3	that	that	PRON
gssr-996	264	4	focus	focus	VERB
gssr-996	264	5	on	on	ADP
gssr-996	264	6	the	the	DET
gssr-996	264	7	practical	practical	ADJ
gssr-996	264	8	applications	application	NOUN
gssr-996	264	9	of	of	ADP
gssr-996	264	10	ai	ai	NOUN
gssr-996	264	11	in	in	ADP
gssr-996	264	12	agriculture	agriculture	NOUN
gssr-996	264	13	should	should	AUX
gssr-996	264	14	be	be	AUX
gssr-996	264	15	developed	develop	VERB
gssr-996	264	16	and	and	CCONJ
gssr-996	264	17	implemented	implement	VERB
gssr-996	264	18	,	,	PUNCT
gssr-996	264	19	particularly	particularly	ADV
gssr-996	264	20	in	in	ADP
gssr-996	264	21	rural	rural	ADJ
gssr-996	264	22	areas	area	NOUN
gssr-996	264	23	.	.	PUNCT
gssr-996	265	1	these	these	DET
gssr-996	265	2	programs	program	NOUN
gssr-996	265	3	should	should	AUX
gssr-996	265	4	aim	aim	VERB
gssr-996	265	5	to	to	PART
gssr-996	265	6	empower	empower	VERB
gssr-996	265	7	farmers	farmer	NOUN
gssr-996	265	8	with	with	ADP
gssr-996	265	9	the	the	DET
gssr-996	265	10	knowledge	knowledge	NOUN
gssr-996	265	11	and	and	CCONJ
gssr-996	265	12	skills	skill	NOUN
gssr-996	265	13	necessary	necessary	ADJ
gssr-996	265	14	to	to	PART
gssr-996	265	15	leverage	leverage	NOUN
gssr-996	265	16	ai	ai	VERB
gssr-996	265	17	tools	tool	NOUN
gssr-996	265	18	effectively	effectively	ADV
gssr-996	265	19	,	,	PUNCT
gssr-996	265	20	thus	thus	ADV
gssr-996	265	21	increasing	increase	VERB
gssr-996	265	22	their	their	PRON
gssr-996	265	23	confidence	confidence	NOUN
gssr-996	265	24	and	and	CCONJ
gssr-996	265	25	willingness	willingness	NOUN
gssr-996	265	26	to	to	PART
gssr-996	265	27	adopt	adopt	VERB
gssr-996	265	28	new	new	ADJ
gssr-996	265	29	technologies	technology	NOUN
gssr-996	265	30	.	.	PUNCT
gssr-996	266	1	furthermore	furthermore	ADV
gssr-996	266	2	,	,	PUNCT
gssr-996	266	3	establishing	establish	VERB
gssr-996	266	4	clear	clear	ADJ
gssr-996	266	5	regulatory	regulatory	ADJ
gssr-996	266	6	frameworks	framework	NOUN
gssr-996	266	7	that	that	PRON
gssr-996	266	8	address	address	VERB
gssr-996	266	9	data	datum	NOUN
gssr-996	266	10	privacy	privacy	NOUN
gssr-996	266	11	,	,	PUNCT
gssr-996	266	12	technology	technology	NOUN
gssr-996	266	13	transfer	transfer	NOUN
gssr-996	266	14	,	,	PUNCT
gssr-996	266	15	and	and	CCONJ
gssr-996	266	16	intellectual	intellectual	ADJ
gssr-996	266	17	property	property	NOUN
gssr-996	266	18	rights	right	NOUN
gssr-996	266	19	is	be	AUX
gssr-996	266	20	crucial	crucial	ADJ
gssr-996	266	21	to	to	ADP
gssr-996	266	22	fostering	foster	VERB
gssr-996	266	23	innovation	innovation	NOUN
gssr-996	266	24	and	and	CCONJ
gssr-996	266	25	collaboration	collaboration	NOUN
gssr-996	266	26	between	between	ADP
gssr-996	266	27	stakeholders	stakeholder	NOUN
gssr-996	266	28	in	in	ADP
gssr-996	266	29	the	the	DET
gssr-996	266	30	agricultural	agricultural	ADJ
gssr-996	266	31	sector	sector	NOUN
gssr-996	266	32	.	.	PUNCT
gssr-996	267	1	future	future	ADJ
gssr-996	267	2	research	research	NOUN
gssr-996	267	3	should	should	AUX
gssr-996	267	4	focus	focus	VERB
gssr-996	267	5	on	on	ADP
gssr-996	267	6	several	several	ADJ
gssr-996	267	7	key	key	ADJ
gssr-996	267	8	areas	area	NOUN
gssr-996	267	9	to	to	PART
gssr-996	267	10	further	far	ADV
gssr-996	267	11	advance	advance	VERB
gssr-996	267	12	the	the	DET
gssr-996	267	13	understanding	understanding	NOUN
gssr-996	267	14	of	of	ADP
gssr-996	267	15	ai	ai	NOUN
gssr-996	267	16	in	in	ADP
gssr-996	267	17	agriculture	agriculture	NOUN
gssr-996	267	18	.	.	PUNCT
gssr-996	268	1	firstly	firstly	ADV
gssr-996	268	2	,	,	PUNCT
gssr-996	268	3	longitudinal	longitudinal	ADJ
gssr-996	268	4	studies	study	NOUN
gssr-996	268	5	that	that	PRON
gssr-996	268	6	assess	assess	VERB
gssr-996	268	7	the	the	DET
gssr-996	268	8	long	long	ADJ
gssr-996	268	9	-	-	PUNCT
gssr-996	268	10	term	term	NOUN
gssr-996	268	11	impacts	impact	NOUN
gssr-996	268	12	of	of	ADP
gssr-996	268	13	ai	ai	PRON
gssr-996	268	14	adoption	adoption	NOUN
gssr-996	268	15	on	on	ADP
gssr-996	268	16	agricultural	agricultural	ADJ
gssr-996	268	17	productivity	productivity	NOUN
gssr-996	268	18	and	and	CCONJ
gssr-996	268	19	sustainability	sustainability	NOUN
gssr-996	268	20	are	be	AUX
gssr-996	268	21	necessary	necessary	ADJ
gssr-996	268	22	.	.	PUNCT
gssr-996	269	1	these	these	DET
gssr-996	269	2	studies	study	NOUN
gssr-996	269	3	can	can	AUX
gssr-996	269	4	provide	provide	VERB
gssr-996	269	5	valuable	valuable	ADJ
gssr-996	269	6	insights	insight	NOUN
gssr-996	269	7	into	into	ADP
gssr-996	269	8	the	the	DET
gssr-996	269	9	effectiveness	effectiveness	NOUN
gssr-996	269	10	of	of	ADP
gssr-996	269	11	ai	ai	PROPN
gssr-996	269	12	technologies	technology	NOUN
gssr-996	269	13	over	over	ADP
gssr-996	269	14	time	time	NOUN
gssr-996	269	15	and	and	CCONJ
gssr-996	269	16	the	the	DET
gssr-996	269	17	factors	factor	NOUN
gssr-996	269	18	that	that	PRON
gssr-996	269	19	contribute	contribute	VERB
gssr-996	269	20	to	to	ADP
gssr-996	269	21	successful	successful	ADJ
gssr-996	269	22	implementation	implementation	NOUN
gssr-996	269	23	.	.	PUNCT
gssr-996	270	1	secondly	secondly	ADV
gssr-996	270	2	,	,	PUNCT
gssr-996	270	3	research	research	NOUN
gssr-996	270	4	should	should	AUX
gssr-996	270	5	explore	explore	VERB
gssr-996	270	6	case	case	NOUN
gssr-996	270	7	studies	study	NOUN
gssr-996	270	8	of	of	ADP
gssr-996	270	9	successful	successful	ADJ
gssr-996	270	10	ai	ai	VERB
gssr-996	270	11	adoption	adoption	NOUN
gssr-996	270	12	in	in	ADP
gssr-996	270	13	different	different	ADJ
gssr-996	270	14	agricultural	agricultural	ADJ
gssr-996	270	15	contexts	contexts	NOUN
gssr-996	270	16	,	,	PUNCT
gssr-996	270	17	particularly	particularly	ADV
gssr-996	270	18	in	in	ADP
gssr-996	270	19	developing	develop	VERB
gssr-996	270	20	countries	country	NOUN
gssr-996	270	21	.	.	PUNCT
gssr-996	271	1	understanding	understand	VERB
gssr-996	271	2	the	the	DET
gssr-996	271	3	specific	specific	ADJ
gssr-996	271	4	conditions	condition	NOUN
gssr-996	271	5	and	and	CCONJ
gssr-996	271	6	strategies	strategy	NOUN
gssr-996	271	7	that	that	PRON
gssr-996	271	8	facilitated	facilitate	VERB
gssr-996	271	9	these	these	DET
gssr-996	271	10	successes	success	NOUN
gssr-996	271	11	can	can	AUX
gssr-996	271	12	inform	inform	VERB
gssr-996	271	13	best	good	ADJ
gssr-996	271	14	practices	practice	NOUN
gssr-996	271	15	and	and	CCONJ
gssr-996	271	16	guide	guide	VERB
gssr-996	271	17	future	future	ADJ
gssr-996	271	18	initiatives	initiative	NOUN
gssr-996	271	19	.	.	PUNCT
gssr-996	272	1	additionally	additionally	ADV
gssr-996	272	2	,	,	PUNCT
gssr-996	272	3	investigating	investigate	VERB
gssr-996	272	4	the	the	DET
gssr-996	272	5	socio	socio	NOUN
gssr-996	272	6	-	-	PUNCT
gssr-996	272	7	cultural	cultural	ADJ
gssr-996	272	8	factors	factor	NOUN
gssr-996	272	9	that	that	PRON
gssr-996	272	10	influence	influence	VERB
gssr-996	272	11	farmers	farmer	NOUN
gssr-996	272	12	'	'	PART
gssr-996	272	13	attitudes	attitude	NOUN
gssr-996	272	14	towards	towards	ADP
gssr-996	272	15	technology	technology	NOUN
gssr-996	272	16	adoption	adoption	NOUN
gssr-996	272	17	is	be	AUX
gssr-996	272	18	vital	vital	ADJ
gssr-996	272	19	.	.	PUNCT
gssr-996	273	1	future	future	ADJ
gssr-996	273	2	studies	study	NOUN
gssr-996	273	3	should	should	AUX
gssr-996	273	4	examine	examine	VERB
gssr-996	273	5	how	how	SCONJ
gssr-996	273	6	cultural	cultural	ADJ
gssr-996	273	7	beliefs	belief	NOUN
gssr-996	273	8	and	and	CCONJ
gssr-996	273	9	practices	practice	NOUN
gssr-996	273	10	interact	interact	VERB
gssr-996	273	11	with	with	ADP
gssr-996	273	12	technology	technology	NOUN
gssr-996	273	13	use	use	NOUN
gssr-996	273	14	,	,	PUNCT
gssr-996	273	15	as	as	SCONJ
gssr-996	273	16	this	this	PRON
gssr-996	273	17	can	can	AUX
gssr-996	273	18	provide	provide	VERB
gssr-996	273	19	insights	insight	NOUN
gssr-996	273	20	into	into	ADP
gssr-996	273	21	overcoming	overcome	VERB
gssr-996	273	22	resistance	resistance	NOUN
gssr-996	273	23	to	to	ADP
gssr-996	273	24	new	new	ADJ
gssr-996	273	25	innovations	innovation	NOUN
gssr-996	273	26	.	.	PUNCT
gssr-996	274	1	lastly	lastly	ADV
gssr-996	274	2	,	,	PUNCT
gssr-996	274	3	interdisciplinary	interdisciplinary	ADJ
gssr-996	274	4	research	research	NOUN
gssr-996	274	5	that	that	PRON
gssr-996	274	6	integrates	integrate	VERB
gssr-996	274	7	perspectives	perspective	NOUN
gssr-996	274	8	from	from	ADP
gssr-996	274	9	agriculture	agriculture	NOUN
gssr-996	274	10	,	,	PUNCT
gssr-996	274	11	technology	technology	NOUN
gssr-996	274	12	,	,	PUNCT
gssr-996	274	13	economics	economic	NOUN
gssr-996	274	14	,	,	PUNCT
gssr-996	274	15	and	and	CCONJ
gssr-996	274	16	social	social	ADJ
gssr-996	274	17	sciences	science	NOUN
gssr-996	274	18	can	can	AUX
gssr-996	274	19	lead	lead	VERB
gssr-996	274	20	to	to	ADP
gssr-996	274	21	a	a	DET
gssr-996	274	22	more	more	ADV
gssr-996	274	23	comprehensive	comprehensive	ADJ
gssr-996	274	24	understanding	understanding	NOUN
gssr-996	274	25	of	of	ADP
gssr-996	274	26	the	the	DET
gssr-996	274	27	challenges	challenge	NOUN
gssr-996	274	28	and	and	CCONJ
gssr-996	274	29	opportunities	opportunity	NOUN
gssr-996	274	30	associated	associate	VERB
gssr-996	274	31	with	with	ADP
gssr-996	274	32	ai	ai	NOUN
gssr-996	274	33	in	in	ADP
gssr-996	274	34	agriculture	agriculture	NOUN
gssr-996	274	35	.	.	PUNCT
gssr-996	275	1	such	such	ADJ
gssr-996	275	2	research	research	NOUN
gssr-996	275	3	can	can	AUX
gssr-996	275	4	support	support	VERB
gssr-996	275	5	the	the	DET
gssr-996	275	6	development	development	NOUN
gssr-996	275	7	of	of	ADP
gssr-996	275	8	holistic	holistic	ADJ
gssr-996	275	9	solutions	solution	NOUN
gssr-996	275	10	that	that	PRON
gssr-996	275	11	address	address	VERB
gssr-996	275	12	the	the	DET
gssr-996	275	13	complex	complex	ADJ
gssr-996	275	14	issues	issue	NOUN
gssr-996	275	15	faced	face	VERB
gssr-996	275	16	by	by	ADP
gssr-996	275	17	farmers	farmer	NOUN
gssr-996	275	18	in	in	ADP
gssr-996	275	19	nigeria	nigeria	PROPN
gssr-996	275	20	and	and	CCONJ
gssr-996	275	21	similar	similar	ADJ
gssr-996	275	22	contexts	contexts	NOUN
gssr-996	275	23	.	.	PUNCT
gssr-996	276	1	in	in	ADP
gssr-996	276	2	a	a	DET
gssr-996	276	3	nutshell	nutshell	NOUN
gssr-996	276	4	,	,	PUNCT
gssr-996	276	5	while	while	SCONJ
gssr-996	276	6	the	the	DET
gssr-996	276	7	potential	potential	NOUN
gssr-996	276	8	of	of	ADP
gssr-996	276	9	ai	ai	NOUN
gssr-996	276	10	in	in	ADP
gssr-996	276	11	transforming	transform	VERB
gssr-996	276	12	agriculture	agriculture	NOUN
gssr-996	276	13	is	be	AUX
gssr-996	276	14	immense	immense	ADJ
gssr-996	276	15	,	,	PUNCT
gssr-996	276	16	realizing	realize	VERB
gssr-996	276	17	this	this	DET
gssr-996	276	18	potential	potential	NOUN
gssr-996	276	19	requires	require	VERB
gssr-996	276	20	concerted	concert	VERB
gssr-996	276	21	efforts	effort	NOUN
gssr-996	276	22	from	from	ADP
gssr-996	276	23	policymakers	policymaker	NOUN
gssr-996	276	24	,	,	PUNCT
gssr-996	276	25	researchers	researcher	NOUN
gssr-996	276	26	,	,	PUNCT
gssr-996	276	27	and	and	CCONJ
gssr-996	276	28	practitioners	practitioner	NOUN
gssr-996	276	29	.	.	PUNCT
gssr-996	277	1	by	by	ADP
gssr-996	277	2	addressing	address	VERB
gssr-996	277	3	the	the	DET
gssr-996	277	4	identified	identify	VERB
gssr-996	277	5	challenges	challenge	NOUN
gssr-996	277	6	and	and	CCONJ
gssr-996	277	7	facilitating	facilitate	VERB
gssr-996	277	8	the	the	DET
gssr-996	277	9	adoption	adoption	NOUN
gssr-996	277	10	of	of	ADP
gssr-996	277	11	ai	ai	PROPN
gssr-996	277	12	technologies	technology	NOUN
gssr-996	277	13	,	,	PUNCT
gssr-996	277	14	nigeria	nigeria	PROPN
gssr-996	277	15	can	can	AUX
gssr-996	277	16	move	move	VERB
gssr-996	277	17	towards	towards	ADP
gssr-996	277	18	a	a	DET
gssr-996	277	19	more	more	ADV
gssr-996	277	20	sustainable	sustainable	ADJ
gssr-996	277	21	and	and	CCONJ
gssr-996	277	22	productive	productive	ADJ
gssr-996	277	23	agricultural	agricultural	ADJ
gssr-996	277	24	future	future	NOUN
gssr-996	277	25	.	.	PUNCT
gssr-996	278	1	declaration	declaration	NOUN
gssr-996	278	2	acknowledgment	acknowledgment	NOUN
gssr-996	278	3	:	:	PUNCT
gssr-996	278	4	we	we	PRON
gssr-996	278	5	sincerely	sincerely	ADV
gssr-996	278	6	acknowledged	acknowledge	VERB
gssr-996	278	7	the	the	DET
gssr-996	278	8	contribution	contribution	NOUN
gssr-996	278	9	of	of	ADP
gssr-996	278	10	the	the	DET
gssr-996	278	11	group	group	NOUN
gssr-996	278	12	of	of	ADP
gssr-996	278	13	journal	journal	PROPN
gssr-996	278	14	of	of	ADP
gssr-996	278	15	global	global	ADJ
gssr-996	278	16	sustainability	sustainability	NOUN
gssr-996	278	17	research	research	NOUN
gssr-996	278	18	for	for	ADP
gssr-996	278	19	removing	remove	VERB
gssr-996	278	20	the	the	DET
gssr-996	278	21	knowledge	knowledge	NOUN
gssr-996	278	22	boundaries	boundary	NOUN
gssr-996	278	23	.	.	PUNCT
gssr-996	279	1	funding	funding	NOUN
gssr-996	279	2	:	:	PUNCT
gssr-996	279	3	the	the	DET
gssr-996	279	4	authors	author	NOUN
gssr-996	279	5	did	do	AUX
gssr-996	279	6	not	not	PART
gssr-996	279	7	receive	receive	VERB
gssr-996	279	8	any	any	DET
gssr-996	279	9	fund	fund	NOUN
gssr-996	279	10	from	from	ADP
gssr-996	279	11	anybody	anybody	PRON
gssr-996	279	12	with	with	ADP
gssr-996	279	13	regards	regard	NOUN
gssr-996	279	14	to	to	ADP
gssr-996	279	15	this	this	DET
gssr-996	279	16	study	study	NOUN
gssr-996	279	17	.	.	PUNCT
gssr-996	280	1	conflict	conflict	NOUN
gssr-996	280	2	of	of	ADP
gssr-996	280	3	interest	interest	NOUN
gssr-996	280	4	:	:	PUNCT
gssr-996	280	5	authors	author	NOUN
gssr-996	280	6	did	do	AUX
gssr-996	280	7	not	not	PART
gssr-996	280	8	declare	declare	VERB
gssr-996	280	9	any	any	DET
gssr-996	280	10	conflict	conflict	NOUN
gssr-996	280	11	of	of	ADP
gssr-996	280	12	interest	interest	NOUN
gssr-996	280	13	.	.	PUNCT
gssr-996	281	1	ethics	ethic	NOUN
gssr-996	281	2	approval	approval	NOUN
gssr-996	281	3	/	/	SYM
gssr-996	281	4	declaration	declaration	NOUN
gssr-996	281	5	:	:	PUNCT
gssr-996	281	6	all	all	DET
gssr-996	281	7	the	the	DET
gssr-996	281	8	sources	source	NOUN
gssr-996	281	9	of	of	ADP
gssr-996	281	10	data	datum	NOUN
gssr-996	281	11	used	use	VERB
gssr-996	281	12	have	have	AUX
gssr-996	281	13	been	be	AUX
gssr-996	281	14	carefully	carefully	ADV
gssr-996	281	15	acknowledged	acknowledge	VERB
gssr-996	281	16	.	.	PUNCT
gssr-996	282	1	consent	consent	NOUN
gssr-996	282	2	to	to	PART
gssr-996	282	3	participate	participate	VERB
gssr-996	282	4	:	:	PUNCT
gssr-996	282	5	all	all	DET
gssr-996	282	6	the	the	DET
gssr-996	282	7	authors	author	NOUN
gssr-996	282	8	are	be	AUX
gssr-996	282	9	aware	aware	ADJ
gssr-996	282	10	of	of	ADP
gssr-996	282	11	the	the	DET
gssr-996	282	12	submission	submission	NOUN
gssr-996	282	13	and	and	CCONJ
gssr-996	282	14	the	the	DET
gssr-996	282	15	status	status	NOUN
gssr-996	282	16	of	of	ADP
gssr-996	282	17	the	the	DET
gssr-996	282	18	paper	paper	NOUN
gssr-996	282	19	.	.	PUNCT
gssr-996	283	1	consent	consent	NOUN
gssr-996	283	2	for	for	ADP
gssr-996	283	3	publication	publication	NOUN
gssr-996	283	4	:	:	PUNCT
gssr-996	283	5	the	the	DET
gssr-996	283	6	authors	author	NOUN
gssr-996	283	7	are	be	AUX
gssr-996	283	8	glad	glad	ADJ
gssr-996	283	9	to	to	PART
gssr-996	283	10	hear	hear	VERB
gssr-996	283	11	about	about	ADP
gssr-996	283	12	the	the	DET
gssr-996	283	13	paper	paper	NOUN
gssr-996	283	14	acceptance	acceptance	NOUN
gssr-996	283	15	by	by	ADP
gssr-996	283	16	the	the	DET
gssr-996	283	17	global	global	ADJ
gssr-996	283	18	sustainability	sustainability	NOUN
gssr-996	283	19	research	research	NOUN
gssr-996	283	20	.	.	PUNCT
gssr-996	284	1	global	global	ADJ
gssr-996	284	2	sustainability	sustainability	NOUN
gssr-996	284	3	research	research	NOUN
gssr-996	284	4	global	global	ADJ
gssr-996	284	5	scientific	scientific	ADJ
gssr-996	284	6	research	research	NOUN
gssr-996	284	7	110	110	NUM
gssr-996	284	8	data	datum	NOUN
gssr-996	284	9	availability	availability	NOUN
gssr-996	284	10	:	:	PUNCT
gssr-996	284	11	the	the	DET
gssr-996	284	12	authors	author	NOUN
gssr-996	284	13	agree	agree	VERB
gssr-996	284	14	to	to	PART
gssr-996	284	15	publish	publish	VERB
gssr-996	284	16	their	their	PRON
gssr-996	284	17	paper	paper	NOUN
gssr-996	284	18	openly	openly	ADV
gssr-996	284	19	for	for	ADP
gssr-996	284	20	public	public	ADJ
gssr-996	284	21	use	use	NOUN
gssr-996	284	22	without	without	ADP
gssr-996	284	23	any	any	DET
gssr-996	284	24	obstacles	obstacle	NOUN
gssr-996	284	25	.	.	PUNCT
gssr-996	285	1	authors	author	NOUN
gssr-996	285	2	’	'	PUNCT
gssr-996	285	3	contribution	contribution	NOUN
gssr-996	285	4	:	:	PUNCT
gssr-996	285	5	all	all	DET
gssr-996	285	6	authors	author	NOUN
gssr-996	285	7	contributed	contribute	VERB
gssr-996	285	8	to	to	ADP
gssr-996	285	9	the	the	DET
gssr-996	285	10	paper	paper	NOUN
gssr-996	285	11	’s	’s	PART
gssr-996	285	12	compilation	compilation	NOUN
gssr-996	285	13	and	and	CCONJ
gssr-996	285	14	preparation	preparation	NOUN
gssr-996	285	15	,	,	PUNCT
gssr-996	285	16	aminu	aminu	PROPN
gssr-996	285	17	adamu	adamu	PROPN
gssr-996	285	18	ahmed*1	ahmed*1	PROPN
gssr-996	285	19	,	,	PUNCT
gssr-996	285	20	yusuf	yusuf	PROPN
gssr-996	285	21	musa	musa	PROPN
gssr-996	285	22	were	be	AUX
gssr-996	285	23	contributed	contribute	VERB
gssr-996	285	24	with	with	ADP
gssr-996	285	25	technological	technological	ADJ
gssr-996	285	26	aspects	aspect	NOUN
gssr-996	285	27	while	while	SCONJ
gssr-996	285	28	rilwanu	rilwanu	VERB
gssr-996	285	29	sulaiman2	sulaiman2	PROPN
gssr-996	285	30	,	,	PUNCT
gssr-996	285	31	and	and	CCONJ
gssr-996	285	32	nasiru	nasiru	PROPN
gssr-996	285	33	adamu3	adamu3	PROPN
gssr-996	285	34	,	,	PUNCT
gssr-996	285	35	yusuf	yusuf	PROPN
gssr-996	285	36	musa4	musa4	PROPN
gssr-996	285	37	help	help	VERB
gssr-996	285	38	with	with	ADP
gssr-996	285	39	agricultural	agricultural	ADJ
gssr-996	285	40	aspects	aspect	NOUN
gssr-996	285	41	of	of	ADP
gssr-996	285	42	the	the	DET
gssr-996	285	43	research	research	NOUN
gssr-996	285	44	.	.	PUNCT
gssr-996	286	1	references	reference	NOUN
gssr-996	286	2	abiodun	abiodun	PROPN
gssr-996	286	3	,	,	PUNCT
gssr-996	286	4	o.	o.	PROPN
gssr-996	286	5	i.	i.	PROPN
gssr-996	286	6	,	,	PUNCT
gssr-996	286	7	jantan	jantan	PROPN
gssr-996	286	8	,	,	PUNCT
gssr-996	286	9	a.	a.	NOUN
gssr-996	286	10	,	,	PUNCT
gssr-996	286	11	omolara	omolara	NOUN
gssr-996	286	12	,	,	PUNCT
gssr-996	286	13	a.	a.	PROPN
gssr-996	286	14	e.	e.	PROPN
gssr-996	286	15	,	,	PUNCT
gssr-996	286	16	dada	dada	PROPN
gssr-996	286	17	,	,	PUNCT
gssr-996	286	18	k.	k.	PROPN
gssr-996	286	19	v.	v.	PROPN
gssr-996	286	20	,	,	PUNCT
gssr-996	286	21	mohamed	mohamed	PROPN
gssr-996	286	22	,	,	PUNCT
gssr-996	286	23	n.	n.	PROPN
gssr-996	286	24	a.	a.	PROPN
gssr-996	286	25	e.	e.	PROPN
gssr-996	286	26	,	,	PUNCT
gssr-996	286	27	&	&	CCONJ
gssr-996	286	28	arshad	arshad	PROPN
gssr-996	286	29	,	,	PUNCT
gssr-996	286	30	h.	h.	PROPN
gssr-996	286	31	(	(	PUNCT
gssr-996	286	32	2018	2018	NUM
gssr-996	286	33	)	)	PUNCT
gssr-996	286	34	.	.	PUNCT
gssr-996	287	1	state	state	NOUN
gssr-996	287	2	-	-	PUNCT
gssr-996	287	3	of	of	ADP
gssr-996	287	4	-	-	PUNCT
gssr-996	287	5	theart	theart	NOUN
gssr-996	287	6	in	in	ADP
gssr-996	287	7	artificial	artificial	ADJ
gssr-996	287	8	neural	neural	ADJ
gssr-996	287	9	network	network	NOUN
gssr-996	287	10	applications	application	NOUN
gssr-996	287	11	:	:	PUNCT
gssr-996	287	12	a	a	DET
gssr-996	287	13	survey	survey	NOUN
gssr-996	287	14	.	.	PUNCT
gssr-996	288	1	heliyon	heliyon	NOUN
gssr-996	288	2	,	,	PUNCT
gssr-996	288	3	4(11	4(11	NUM
gssr-996	288	4	)	)	PUNCT
gssr-996	288	5	,	,	PUNCT
gssr-996	288	6	e00938	e00938	PROPN
gssr-996	288	7	.	.	PUNCT
gssr-996	289	1	https://doi.org/10.1016/j.heliyon.2018.e00938	https://doi.org/10.1016/j.heliyon.2018.e00938	PROPN
gssr-996	289	2	abioye	abioye	NOUN
gssr-996	289	3	,	,	PUNCT
gssr-996	289	4	a.	a.	NOUN
gssr-996	289	5	i.	i.	PROPN
gssr-996	289	6	,	,	PUNCT
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gssr-996	289	8	,	,	PUNCT
gssr-996	289	9	a.	a.	NOUN
gssr-996	289	10	o.	o.	PROPN
gssr-996	289	11	,	,	PUNCT
gssr-996	289	12	&	&	CCONJ
gssr-996	289	13	adetunji	adetunji	PROPN
gssr-996	289	14	,	,	PUNCT
gssr-996	289	15	a.	a.	NOUN
gssr-996	289	16	a.	a.	NOUN
gssr-996	289	17	(	(	PUNCT
gssr-996	289	18	2021	2021	NUM
gssr-996	289	19	)	)	PUNCT
gssr-996	289	20	.	.	PUNCT
gssr-996	290	1	smart	smart	ADJ
gssr-996	290	2	irrigation	irrigation	NOUN
gssr-996	290	3	systems	system	NOUN
gssr-996	290	4	:	:	PUNCT
gssr-996	290	5	a	a	DET
gssr-996	290	6	review	review	NOUN
gssr-996	290	7	of	of	ADP
gssr-996	290	8	technologies	technology	NOUN
gssr-996	290	9	and	and	CCONJ
gssr-996	290	10	applications	application	NOUN
gssr-996	290	11	in	in	ADP
gssr-996	290	12	nigeria	nigeria	PROPN
gssr-996	290	13	.	.	PUNCT
gssr-996	291	1	international	international	ADJ
gssr-996	291	2	journal	journal	PROPN
gssr-996	291	3	of	of	ADP
gssr-996	291	4	agriculture	agriculture	PROPN
gssr-996	291	5	and	and	CCONJ
gssr-996	291	6	environmental	environmental	ADJ
gssr-996	291	7	research	research	NOUN
gssr-996	291	8	,	,	PUNCT
gssr-996	291	9	7(1	7(1	NUM
gssr-996	291	10	)	)	PUNCT
gssr-996	291	11	,	,	PUNCT
gssr-996	291	12	1	1	NUM
gssr-996	291	13	-	-	SYM
gssr-996	291	14	10	10	NUM
gssr-996	291	15	.	.	PUNCT
gssr-996	292	1	abdul	abdul	PROPN
gssr-996	292	2	,	,	PUNCT
gssr-996	292	3	k.	k.	PROPN
gssr-996	292	4	,	,	PUNCT
gssr-996	292	5	ajiboye	ajiboye	PROPN
gssr-996	292	6	,	,	PUNCT
gssr-996	292	7	a.	a.	NOUN
gssr-996	292	8	o.	o.	PROPN
gssr-996	292	9	,	,	PUNCT
gssr-996	292	10	&	&	CCONJ
gssr-996	292	11	kola	kola	PROPN
gssr-996	292	12	,	,	PUNCT
gssr-996	292	13	a.	a.	NOUN
gssr-996	292	14	o.	o.	PROPN
gssr-996	292	15	(	(	PUNCT
gssr-996	292	16	2023	2023	NUM
gssr-996	292	17	)	)	PUNCT
gssr-996	292	18	.	.	PUNCT
gssr-996	293	1	the	the	DET
gssr-996	293	2	role	role	NOUN
gssr-996	293	3	of	of	ADP
gssr-996	293	4	artificial	artificial	ADJ
gssr-996	293	5	intelligence	intelligence	NOUN
gssr-996	293	6	in	in	ADP
gssr-996	293	7	enhancing	enhance	VERB
gssr-996	293	8	agricultural	agricultural	ADJ
gssr-996	293	9	productivity	productivity	NOUN
gssr-996	293	10	in	in	ADP
gssr-996	293	11	nigeria	nigeria	PROPN
gssr-996	293	12	.	.	PUNCT
gssr-996	294	1	journal	journal	PROPN
gssr-996	294	2	of	of	ADP
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gssr-996	294	4	technology	technology	NOUN
gssr-996	294	5	,	,	PUNCT
gssr-996	294	6	15(2	15(2	NUM
gssr-996	294	7	)	)	PUNCT
gssr-996	294	8	,	,	PUNCT
gssr-996	294	9	201	201	NUM
gssr-996	294	10	-	-	SYM
gssr-996	294	11	215	215	NUM
gssr-996	294	12	.	.	PUNCT
gssr-996	295	1	adebayo	adebayo	PROPN
gssr-996	295	2	,	,	PUNCT
gssr-996	295	3	a.	a.	PROPN
gssr-996	295	4	a.	a.	PROPN
gssr-996	295	5	,	,	PUNCT
gssr-996	295	6	akinwumi	akinwumi	PROPN
gssr-996	295	7	,	,	PUNCT
gssr-996	295	8	a.	a.	NOUN
gssr-996	295	9	o.	o.	PROPN
gssr-996	295	10	,	,	PUNCT
gssr-996	295	11	&	&	CCONJ
gssr-996	295	12	olawale	olawale	NOUN
gssr-996	295	13	,	,	PUNCT
gssr-996	295	14	o.	o.	NOUN
gssr-996	295	15	(	(	PUNCT
gssr-996	295	16	2021	2021	NUM
gssr-996	295	17	)	)	PUNCT
gssr-996	295	18	.	.	PUNCT
gssr-996	296	1	the	the	DET
gssr-996	296	2	role	role	NOUN
gssr-996	296	3	of	of	ADP
gssr-996	296	4	technology	technology	NOUN
gssr-996	296	5	adoption	adoption	NOUN
gssr-996	296	6	among	among	ADP
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gssr-996	296	8	-	-	PUNCT
gssr-996	296	9	scale	scale	NOUN
gssr-996	296	10	farmers	farmer	NOUN
gssr-996	296	11	in	in	ADP
gssr-996	296	12	nigeria	nigeria	PROPN
gssr-996	296	13	:	:	PUNCT
gssr-996	296	14	a	a	DET
gssr-996	296	15	focus	focus	NOUN
gssr-996	296	16	on	on	ADP
gssr-996	296	17	ai	ai	NOUN
gssr-996	296	18	in	in	ADP
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gssr-996	296	20	.	.	PUNCT
gssr-996	297	1	journal	journal	NOUN
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gssr-996	297	3	agricultural	agricultural	ADJ
gssr-996	297	4	technology	technology	NOUN
gssr-996	297	5	,	,	PUNCT
gssr-996	297	6	19(2	19(2	NUM
gssr-996	297	7	)	)	PUNCT
gssr-996	297	8	,	,	PUNCT
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gssr-996	297	10	-	-	SYM
gssr-996	297	11	245	245	NUM
gssr-996	297	12	.	.	PUNCT
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gssr-996	298	2	adedayo	adedayo	PROPN
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gssr-996	298	5	,	,	PUNCT
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gssr-996	298	7	,	,	PUNCT
gssr-996	298	8	o.	o.	PROPN
gssr-996	298	9	,	,	PUNCT
gssr-996	298	10	&	&	CCONJ
gssr-996	298	11	olagunju	olagunju	PROPN
gssr-996	298	12	,	,	PUNCT
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gssr-996	298	15	2021	2021	NUM
gssr-996	298	16	)	)	PUNCT
gssr-996	298	17	.	.	PUNCT
gssr-996	299	1	assessing	assess	VERB
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gssr-996	299	7	on	on	ADP
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gssr-996	299	9	productivity	productivity	NOUN
gssr-996	299	10	in	in	ADP
gssr-996	299	11	the	the	DET
gssr-996	299	12	south	south	PROPN
gssr-996	299	13	west	west	PROPN
gssr-996	299	14	region	region	PROPN
gssr-996	299	15	of	of	ADP
gssr-996	299	16	nigeria	nigeria	PROPN
gssr-996	299	17	.	.	PUNCT
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gssr-996	300	2	journal	journal	PROPN
gssr-996	300	3	of	of	ADP
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gssr-996	300	5	research	research	NOUN
gssr-996	300	6	,	,	PUNCT
gssr-996	300	7	16(11	16(11	NUM
gssr-996	300	8	)	)	PUNCT
gssr-996	300	9	,	,	PUNCT
gssr-996	300	10	10551065	10551065	NUM
gssr-996	300	11	.	.	PUNCT
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gssr-996	301	2	adebayo	adebayo	PROPN
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gssr-996	301	5	a.	a.	PROPN
gssr-996	301	6	,	,	PUNCT
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gssr-996	301	8	,	,	PUNCT
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gssr-996	301	10	o.	o.	PROPN
gssr-996	301	11	,	,	PUNCT
gssr-996	301	12	&	&	CCONJ
gssr-996	301	13	olawale	olawale	NOUN
gssr-996	301	14	,	,	PUNCT
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gssr-996	301	16	(	(	PUNCT
gssr-996	301	17	2021	2021	NUM
gssr-996	301	18	)	)	PUNCT
gssr-996	301	19	.	.	PUNCT
gssr-996	302	1	development	development	NOUN
gssr-996	302	2	of	of	ADP
gssr-996	302	3	an	an	DET
gssr-996	302	4	ai	ai	NOUN
gssr-996	302	5	-	-	PUNCT
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gssr-996	302	8	application	application	NOUN
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gssr-996	302	13	in	in	ADP
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gssr-996	303	1	journal	journal	PROPN
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gssr-996	303	4	management	management	NOUN
gssr-996	303	5	,	,	PUNCT
gssr-996	303	6	280	280	NUM
gssr-996	303	7	,	,	PUNCT
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gssr-996	303	9	.	.	PUNCT
gssr-996	304	1	https://doi.org/10.1016/j.jenvman.2020.111787	https://doi.org/10.1016/j.jenvman.2020.111787	NOUN
gssr-996	304	2	adebayo	adebayo	PROPN
gssr-996	304	3	,	,	PUNCT
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gssr-996	304	6	,	,	PUNCT
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gssr-996	304	8	,	,	PUNCT
gssr-996	304	9	o.	o.	PROPN
gssr-996	304	10	a.	a.	PROPN
gssr-996	304	11	,	,	PUNCT
gssr-996	304	12	&	&	CCONJ
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gssr-996	304	19	)	)	PUNCT
gssr-996	304	20	.	.	PUNCT
gssr-996	305	1	precision	precision	NOUN
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gssr-996	305	3	and	and	CCONJ
gssr-996	305	4	artificial	artificial	ADJ
gssr-996	305	5	intelligence	intelligence	NOUN
gssr-996	305	6	:	:	PUNCT
gssr-996	305	7	a	a	DET
gssr-996	305	8	review	review	NOUN
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gssr-996	305	12	on	on	ADP
gssr-996	305	13	crop	crop	NOUN
gssr-996	305	14	yields	yield	NOUN
gssr-996	305	15	in	in	ADP
gssr-996	305	16	nigeria	nigeria	PROPN
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gssr-996	306	1	nigerian	nigerian	PROPN
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gssr-996	306	8	)	)	PUNCT
gssr-996	306	9	,	,	PUNCT
gssr-996	306	10	78	78	NUM
gssr-996	306	11	-	-	SYM
gssr-996	306	12	92	92	NUM
gssr-996	306	13	.	.	PUNCT
gssr-996	307	1	adesina	adesina	PROPN
gssr-996	307	2	,	,	PUNCT
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gssr-996	307	5	,	,	PUNCT
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gssr-996	307	7	,	,	PUNCT
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gssr-996	307	9	,	,	PUNCT
gssr-996	307	10	&	&	CCONJ
gssr-996	307	11	adepoju	adepoju	PROPN
gssr-996	307	12	,	,	PUNCT
gssr-996	307	13	a.	a.	NOUN
gssr-996	307	14	(	(	PUNCT
gssr-996	307	15	2020	2020	NUM
gssr-996	307	16	)	)	PUNCT
gssr-996	307	17	.	.	PUNCT
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gssr-996	308	4	in	in	ADP
gssr-996	308	5	nigeria	nigeria	PROPN
gssr-996	308	6	:	:	PUNCT
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gssr-996	308	10	.	.	PUNCT
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gssr-996	309	8	)	)	PUNCT
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gssr-996	309	10	24	24	NUM
gssr-996	309	11	-	-	SYM
gssr-996	309	12	30	30	NUM
gssr-996	309	13	.	.	PUNCT
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gssr-996	310	3	.	.	PUNCT
gssr-996	310	4	(	(	PUNCT
gssr-996	310	5	2021	2021	NUM
gssr-996	310	6	)	)	PUNCT
gssr-996	310	7	.	.	PUNCT
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gssr-996	311	2	ai	ai	VERB
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gssr-996	311	6	access	access	NOUN
gssr-996	311	7	for	for	ADP
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gssr-996	311	9	.	.	PUNCT
gssr-996	312	1	retrieved	retrieve	VERB
gssr-996	312	2	from	from	ADP
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gssr-996	312	4	agrotech	agrotech	NOUN
gssr-996	312	5	innovations	innovation	NOUN
gssr-996	312	6	.	.	PUNCT
gssr-996	313	1	(	(	PUNCT
gssr-996	313	2	2021	2021	NUM
gssr-996	313	3	)	)	PUNCT
gssr-996	313	4	.	.	PUNCT
gssr-996	314	1	soil	soil	NOUN
gssr-996	314	2	health	health	NOUN
gssr-996	314	3	monitoring	monitoring	NOUN
gssr-996	314	4	and	and	CCONJ
gssr-996	314	5	management	management	NOUN
gssr-996	314	6	in	in	ADP
gssr-996	314	7	nigeria	nigeria	PRON
gssr-996	314	8	:	:	PUNCT
gssr-996	314	9	leveraging	leverage	VERB
gssr-996	314	10	technology	technology	NOUN
gssr-996	314	11	for	for	ADP
gssr-996	314	12	sustainable	sustainable	ADJ
gssr-996	314	13	agriculture	agriculture	NOUN
gssr-996	314	14	.	.	PUNCT
gssr-996	315	1	retrieved	retrieve	VERB
gssr-996	315	2	from	from	ADP
gssr-996	315	3	https://www.agrotechinnovations.com	https://www.agrotechinnovations.com	X
gssr-996	315	4	boko	boko	NOUN
gssr-996	315	5	,	,	PUNCT
gssr-996	315	6	m.	m.	NOUN
gssr-996	315	7	,	,	PUNCT
gssr-996	315	8	adetunji	adetunji	PROPN
gssr-996	315	9	,	,	PUNCT
gssr-996	315	10	a.	a.	NOUN
gssr-996	315	11	,	,	PUNCT
gssr-996	315	12	&	&	CCONJ
gssr-996	315	13	omojola	omojola	PROPN
gssr-996	315	14	,	,	PUNCT
gssr-996	315	15	a.	a.	NOUN
gssr-996	315	16	(	(	PUNCT
gssr-996	315	17	2022	2022	NUM
gssr-996	315	18	)	)	PUNCT
gssr-996	315	19	.	.	PUNCT
gssr-996	316	1	barriers	barrier	NOUN
gssr-996	316	2	to	to	PART
gssr-996	316	3	technology	technology	VERB
gssr-996	316	4	adoption	adoption	NOUN
gssr-996	316	5	in	in	ADP
gssr-996	316	6	agricultural	agricultural	ADJ
gssr-996	316	7	practices	practice	NOUN
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gssr-996	316	10	in	in	ADP
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gssr-996	316	12	north	north	PROPN
gssr-996	316	13	east	east	PROPN
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gssr-996	316	15	zone	zone	NOUN
gssr-996	316	16	of	of	ADP
gssr-996	316	17	nigeria	nigeria	PROPN
gssr-996	316	18	.	.	PUNCT
gssr-996	317	1	journal	journal	PROPN
gssr-996	317	2	of	of	ADP
gssr-996	317	3	rural	rural	ADJ
gssr-996	317	4	studies	study	NOUN
gssr-996	317	5	,	,	PUNCT
gssr-996	317	6	87	87	NUM
gssr-996	317	7	,	,	PUNCT
gssr-996	317	8	349	349	NUM
gssr-996	317	9	-	-	SYM
gssr-996	317	10	358	358	NUM
gssr-996	317	11	.	.	PUNCT
gssr-996	318	1	https://doi.org/10.1016/j.jrurstud.2022.04.003	https://doi.org/10.1016/j.jrurstud.2022.04.003	PROPN
gssr-996	318	2	eze	eze	PROPN
gssr-996	318	3	,	,	PUNCT
gssr-996	318	4	g.	g.	PROPN
gssr-996	318	5	c.	c.	PROPN
gssr-996	318	6	,	,	PUNCT
gssr-996	318	7	akinwumi	akinwumi	PROPN
gssr-996	318	8	,	,	PUNCT
gssr-996	318	9	a.	a.	NOUN
gssr-996	318	10	o.	o.	PROPN
gssr-996	318	11	,	,	PUNCT
gssr-996	318	12	&	&	CCONJ
gssr-996	318	13	olumide	olumide	ADJ
gssr-996	318	14	,	,	PUNCT
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gssr-996	318	16	(	(	PUNCT
gssr-996	318	17	2021	2021	NUM
gssr-996	318	18	)	)	PUNCT
gssr-996	318	19	.	.	PUNCT
gssr-996	319	1	the	the	DET
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gssr-996	319	3	of	of	ADP
gssr-996	319	4	socio	socio	NOUN
gssr-996	319	5	-	-	PUNCT
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gssr-996	319	7	factors	factor	NOUN
gssr-996	319	8	on	on	ADP
gssr-996	319	9	the	the	DET
gssr-996	319	10	adoption	adoption	NOUN
gssr-996	319	11	of	of	ADP
gssr-996	319	12	agricultural	agricultural	ADJ
gssr-996	319	13	technology	technology	NOUN
gssr-996	319	14	by	by	ADP
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gssr-996	319	17	in	in	ADP
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gssr-996	320	1	nigerian	nigerian	PROPN
gssr-996	320	2	journal	journal	PROPN
gssr-996	320	3	of	of	ADP
gssr-996	320	4	agricultural	agricultural	ADJ
gssr-996	320	5	economics	economic	NOUN
gssr-996	320	6	,	,	PUNCT
gssr-996	320	7	12(2	12(2	NUM
gssr-996	320	8	)	)	PUNCT
gssr-996	320	9	,	,	PUNCT
gssr-996	320	10	25	25	NUM
gssr-996	320	11	-	-	SYM
gssr-996	320	12	36	36	NUM
gssr-996	320	13	.	.	PUNCT
gssr-996	321	1	https://doi.org/10.1016/j.njae.2021.06.002	https://doi.org/10.1016/j.njae.2021.06.002	ADJ
gssr-996	321	2	fang	fang	PROPN
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gssr-996	321	13	.	.	PUNCT
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gssr-996	323	1	2021	2021	NUM
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gssr-996	323	8	,	,	PUNCT
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gssr-996	323	10	,	,	PUNCT
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gssr-996	323	12	,	,	PUNCT
gssr-996	323	13	a.	a.	PROPN
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gssr-996	323	17	,	,	PUNCT
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gssr-996	323	20	,	,	PUNCT
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gssr-996	323	22	,	,	PUNCT
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gssr-996	323	25	,	,	PUNCT
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gssr-996	323	49	.	.	PUNCT
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gssr-996	326	7	.	.	PUNCT
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gssr-996	328	4	.	.	PUNCT
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gssr-996	329	10	.	.	PUNCT
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gssr-996	331	3	)	)	PUNCT
gssr-996	331	4	.	.	PUNCT
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gssr-996	335	4	adoption	adoption	NOUN
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gssr-996	335	7	farm	farm	NOUN
gssr-996	335	8	level	level	NOUN
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gssr-996	335	10	:	:	PUNCT
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gssr-996	335	15	.	.	PUNCT
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gssr-996	337	3	)	)	PUNCT
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gssr-996	338	7	:	:	PUNCT
gssr-996	338	8	the	the	DET
gssr-996	338	9	hello	hello	PROPN
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gssr-996	338	11	story	story	NOUN
gssr-996	338	12	.	.	PUNCT
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gssr-996	339	2	from	from	ADP
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gssr-996	339	17	)	)	PUNCT
gssr-996	339	18	.	.	PUNCT
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gssr-996	340	2	2011	2011	NUM
gssr-996	340	3	)	)	PUNCT
gssr-996	340	4	.	.	PUNCT
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gssr-996	341	5	reviews	review	NOUN
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gssr-996	341	8	(	(	PUNCT
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gssr-996	341	11	)	)	PUNCT
gssr-996	341	12	.	.	PUNCT
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gssr-996	342	2	collaboration	collaboration	NOUN
gssr-996	342	3	.	.	PUNCT
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gssr-996	343	3	,	,	PUNCT
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gssr-996	343	8	,	,	PUNCT
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gssr-996	343	10	a.	a.	PROPN
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gssr-996	343	14	,	,	PUNCT
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gssr-996	343	16	(	(	PUNCT
gssr-996	343	17	2021	2021	NUM
gssr-996	343	18	)	)	PUNCT
gssr-996	343	19	.	.	PUNCT
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gssr-996	344	2	the	the	DET
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gssr-996	344	6	productivity	productivity	NOUN
gssr-996	344	7	in	in	ADP
gssr-996	344	8	nigeria	nigeria	PROPN
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gssr-996	344	12	.	.	PUNCT
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gssr-996	345	4	science	science	NOUN
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gssr-996	345	6	practice	practice	NOUN
gssr-996	345	7	,	,	PUNCT
gssr-996	345	8	6(1	6(1	NUM
gssr-996	345	9	)	)	PUNCT
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gssr-996	345	12	-	-	SYM
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gssr-996	345	14	.	.	PUNCT
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gssr-996	346	3	,	,	PUNCT
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gssr-996	346	6	,	,	PUNCT
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gssr-996	346	14	,	,	PUNCT
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gssr-996	346	17	(	(	PUNCT
gssr-996	346	18	2023	2023	NUM
gssr-996	346	19	)	)	PUNCT
gssr-996	346	20	.	.	PUNCT
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gssr-996	347	4	models	model	NOUN
gssr-996	347	5	for	for	ADP
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gssr-996	347	8	:	:	PUNCT
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gssr-996	347	10	and	and	CCONJ
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gssr-996	347	12	.	.	PUNCT
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gssr-996	348	2	journal	journal	NOUN
gssr-996	348	3	of	of	ADP
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gssr-996	348	6	,	,	PUNCT
gssr-996	348	7	5(2	5(2	NUM
gssr-996	348	8	)	)	PUNCT
gssr-996	348	9	,	,	PUNCT
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gssr-996	348	11	-	-	SYM
gssr-996	348	12	59	59	NUM
gssr-996	348	13	.	.	PUNCT
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gssr-996	349	2	,	,	PUNCT
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gssr-996	349	4	m.	m.	PROPN
gssr-996	349	5	,	,	PUNCT
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gssr-996	349	7	,	,	PUNCT
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gssr-996	349	11	&	&	CCONJ
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gssr-996	349	13	,	,	PUNCT
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gssr-996	349	17	)	)	PUNCT
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gssr-996	351	5	,	,	PUNCT
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gssr-996	351	7	)	)	PUNCT
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gssr-996	351	9	1	1	NUM
gssr-996	351	10	-	-	SYM
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gssr-996	351	12	.	.	PUNCT
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gssr-996	352	7	(	(	PUNCT
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gssr-996	354	10	.	.	PUNCT
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gssr-996	355	4	joubert	joubert	PROPN
gssr-996	355	5	,	,	PUNCT
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gssr-996	355	8	&	&	CCONJ
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gssr-996	355	10	,	,	PUNCT
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gssr-996	355	15	.	.	PUNCT
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gssr-996	357	6	)	)	PUNCT
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gssr-996	357	9	.	.	PUNCT
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gssr-996	357	14	,	,	PUNCT
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gssr-996	359	4	)	)	PUNCT
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gssr-996	359	7	-	-	SYM
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gssr-996	362	8	-	-	SYM
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gssr-996	365	8	-	-	SYM
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gssr-996	366	9	,	,	PUNCT
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gssr-996	366	11	,	,	PUNCT
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gssr-996	367	3	in	in	ADP
gssr-996	367	4	agriculture	agriculture	NOUN
gssr-996	367	5	will	will	AUX
gssr-996	367	6	digital	digital	ADJ
gssr-996	367	7	solution	solution	NOUN
gssr-996	367	8	transform	transform	VERB
gssr-996	367	9	sub	sub	ADJ
gssr-996	367	10	-	-	ADJ
gssr-996	367	11	sahara	sahara	ADJ
gssr-996	367	12	african	african	ADJ
gssr-996	367	13	agriculture	agriculture	NOUN
gssr-996	367	14	 	 	SPACE
gssr-996	367	15	?	?	PUNCT
gssr-996	368	1	artificial	artificial	ADJ
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gssr-996	368	3	in	in	ADP
gssr-996	368	4	agriculture	agriculture	NOUN
gssr-996	368	5	,	,	PUNCT
gssr-996	368	6	5	5	NUM
gssr-996	368	7	,	,	PUNCT
gssr-996	368	8	292–300	292–300	NUM
gssr-996	368	9	.	.	PUNCT
gssr-996	369	1	https://doi.org/10.1016/j.aiia.2021.12.001	https://doi.org/10.1016/j.aiia.2021.12.001	PROPN
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gssr-996	369	3	,	,	PUNCT
gssr-996	369	4	p.	p.	PROPN
gssr-996	369	5	,	,	PUNCT
gssr-996	369	6	singh	singh	PROPN
gssr-996	369	7	,	,	PUNCT
gssr-996	369	8	r.	r.	PROPN
gssr-996	369	9	,	,	PUNCT
gssr-996	369	10	&	&	CCONJ
gssr-996	369	11	verma	verma	PROPN
gssr-996	369	12	,	,	PUNCT
gssr-996	369	13	s.	s.	PROPN
gssr-996	369	14	(	(	PUNCT
gssr-996	369	15	2022	2022	NUM
gssr-996	369	16	)	)	PUNCT
gssr-996	369	17	.	.	PUNCT
gssr-996	370	1	applications	application	NOUN
gssr-996	370	2	of	of	ADP
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gssr-996	370	4	intelligence	intelligence	NOUN
gssr-996	370	5	in	in	ADP
gssr-996	370	6	agriculture	agriculture	NOUN
gssr-996	370	7	:	:	PUNCT
gssr-996	370	8	a	a	DET
gssr-996	370	9	review	review	NOUN
gssr-996	370	10	.	.	PUNCT
gssr-996	371	1	computers	computer	NOUN
gssr-996	371	2	and	and	CCONJ
gssr-996	371	3	electronics	electronic	NOUN
gssr-996	371	4	in	in	ADP
gssr-996	371	5	agriculture	agriculture	NOUN
gssr-996	371	6	,	,	PUNCT
gssr-996	371	7	188	188	NUM
gssr-996	371	8	,	,	PUNCT
gssr-996	371	9	106292	106292	NUM
gssr-996	371	10	.	.	PUNCT
gssr-996	372	1	liu	liu	PROPN
gssr-996	372	2	,	,	PUNCT
gssr-996	372	3	y.	y.	PROPN
gssr-996	372	4	,	,	PUNCT
gssr-996	372	5	huang	huang	PROPN
gssr-996	372	6	,	,	PUNCT
gssr-996	372	7	w.	w.	PROPN
gssr-996	372	8	,	,	PUNCT
gssr-996	372	9	wang	wang	PROPN
gssr-996	372	10	,	,	PUNCT
gssr-996	372	11	y.	y.	PROPN
gssr-996	372	12	,	,	PUNCT
gssr-996	372	13	&	&	CCONJ
gssr-996	372	14	zhang	zhang	PROPN
gssr-996	372	15	,	,	PUNCT
gssr-996	372	16	y.	y.	PROPN
gssr-996	372	17	(	(	PUNCT
gssr-996	372	18	2020	2020	NUM
gssr-996	372	19	)	)	PUNCT
gssr-996	372	20	.	.	PUNCT
gssr-996	373	1	computer	computer	NOUN
gssr-996	373	2	vision	vision	NOUN
gssr-996	373	3	and	and	CCONJ
gssr-996	373	4	deep	deep	ADJ
gssr-996	373	5	learning	learning	NOUN
gssr-996	373	6	for	for	ADP
gssr-996	373	7	pest	pest	NOUN
gssr-996	373	8	and	and	CCONJ
gssr-996	373	9	disease	disease	NOUN
gssr-996	373	10	detection	detection	NOUN
gssr-996	373	11	in	in	ADP
gssr-996	373	12	agriculture	agriculture	NOUN
gssr-996	373	13	:	:	PUNCT
gssr-996	373	14	a	a	DET
gssr-996	373	15	review	review	NOUN
gssr-996	373	16	.	.	PUNCT
gssr-996	374	1	computers	computer	NOUN
gssr-996	374	2	and	and	CCONJ
gssr-996	374	3	electronics	electronic	NOUN
gssr-996	374	4	in	in	ADP
gssr-996	374	5	agriculture	agriculture	NOUN
gssr-996	374	6	,	,	PUNCT
gssr-996	374	7	179	179	NUM
gssr-996	374	8	,	,	PUNCT
gssr-996	374	9	105773	105773	NUM
gssr-996	374	10	.	.	PUNCT
gssr-996	375	1	https://doi.org/10.1016/j.compag.2020.105773	https://doi.org/10.1016/j.compag.2020.105773	PROPN
gssr-996	375	2	moher	moher	PROPN
gssr-996	375	3	,	,	PUNCT
gssr-996	375	4	d.	d.	PROPN
gssr-996	375	5	,	,	PUNCT
gssr-996	375	6	liberati	liberati	PROPN
gssr-996	375	7	,	,	PUNCT
gssr-996	375	8	a.	a.	NOUN
gssr-996	375	9	,	,	PUNCT
gssr-996	375	10	tetzlaff	tetzlaff	PROPN
gssr-996	375	11	,	,	PUNCT
gssr-996	375	12	j.	j.	PROPN
gssr-996	375	13	,	,	PUNCT
gssr-996	375	14	altman	altman	PROPN
gssr-996	375	15	,	,	PUNCT
gssr-996	375	16	d.	d.	PROPN
gssr-996	375	17	g.	g.	PROPN
gssr-996	375	18	,	,	PUNCT
gssr-996	375	19	&	&	CCONJ
gssr-996	375	20	the	the	DET
gssr-996	375	21	prisma	prisma	PROPN
gssr-996	375	22	group	group	NOUN
gssr-996	375	23	.	.	PUNCT
gssr-996	376	1	(	(	PUNCT
gssr-996	376	2	2015	2015	NUM
gssr-996	376	3	)	)	PUNCT
gssr-996	376	4	.	.	PUNCT
gssr-996	377	1	preferred	preferred	ADJ
gssr-996	377	2	reporting	reporting	NOUN
gssr-996	377	3	items	item	NOUN
gssr-996	377	4	for	for	ADP
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gssr-996	377	6	reviews	review	NOUN
gssr-996	377	7	and	and	CCONJ
gssr-996	377	8	meta	meta	NOUN
gssr-996	377	9	-	-	PUNCT
gssr-996	377	10	analyses	analysis	NOUN
gssr-996	377	11	:	:	PUNCT
gssr-996	377	12	the	the	DET
gssr-996	377	13	prisma	prisma	PROPN
gssr-996	377	14	statement	statement	NOUN
gssr-996	377	15	.	.	PUNCT
gssr-996	378	1	plos	plos	PROPN
gssr-996	378	2	med	med	PROPN
gssr-996	378	3	,	,	PUNCT
gssr-996	378	4	6(7	6(7	NUM
gssr-996	378	5	)	)	PUNCT
gssr-996	378	6	,	,	PUNCT
gssr-996	378	7	e1000097	e1000097	PROPN
gssr-996	378	8	.	.	PUNCT
gssr-996	379	1	https://doi.org/10.1371/journal.pmed.1000097	https://doi.org/10.1371/journal.pmed.1000097	PROPN
gssr-996	379	2	munn	munn	PROPN
gssr-996	379	3	,	,	PUNCT
gssr-996	379	4	z.	z.	PROPN
gssr-996	379	5	,	,	PUNCT
gssr-996	379	6	peters	peters	PROPN
gssr-996	379	7	,	,	PUNCT
gssr-996	379	8	m.	m.	PROPN
gssr-996	379	9	d.	d.	PROPN
gssr-996	379	10	j.	j.	PROPN
gssr-996	379	11	,	,	PUNCT
gssr-996	379	12	stern	stern	PROPN
gssr-996	379	13	,	,	PUNCT
gssr-996	379	14	c.	c.	PROPN
gssr-996	379	15	,	,	PUNCT
gssr-996	379	16	tufanaru	tufanaru	PROPN
gssr-996	379	17	,	,	PUNCT
gssr-996	379	18	c.	c.	PROPN
gssr-996	379	19	,	,	PUNCT
gssr-996	379	20	mcarthur	mcarthur	PROPN
gssr-996	379	21	,	,	PUNCT
gssr-996	379	22	a.	a.	PROPN
gssr-996	379	23	,	,	PUNCT
gssr-996	379	24	&	&	CCONJ
gssr-996	379	25	aromataris	aromataris	PROPN
gssr-996	379	26	,	,	PUNCT
gssr-996	379	27	e.	e.	PROPN
gssr-996	379	28	(	(	PUNCT
gssr-996	379	29	2018	2018	NUM
gssr-996	379	30	)	)	PUNCT
gssr-996	379	31	.	.	PUNCT
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gssr-996	380	2	review	review	NOUN
gssr-996	380	3	or	or	CCONJ
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gssr-996	380	5	review	review	NOUN
gssr-996	380	6	?	?	PUNCT
gssr-996	381	1	guidance	guidance	NOUN
gssr-996	381	2	for	for	ADP
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gssr-996	381	6	.	.	PUNCT
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gssr-996	382	5	,	,	PUNCT
gssr-996	382	6	74(3	74(3	NOUN
gssr-996	382	7	)	)	PUNCT
gssr-996	382	8	,	,	PUNCT
gssr-996	382	9	750	750	NUM
gssr-996	382	10	-	-	SYM
gssr-996	382	11	756	756	NUM
gssr-996	382	12	.	.	PUNCT
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gssr-996	383	3	.	.	PUNCT
gssr-996	383	4	(	(	PUNCT
gssr-996	383	5	2022	2022	NUM
gssr-996	383	6	)	)	PUNCT
gssr-996	383	7	.	.	PUNCT
gssr-996	384	1	climate	climate	NOUN
gssr-996	384	2	-	-	PUNCT
gssr-996	384	3	smart	smart	ADJ
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gssr-996	384	5	:	:	PUNCT
gssr-996	384	6	leveraging	leverage	VERB
gssr-996	384	7	ai	ai	VERB
gssr-996	384	8	for	for	ADP
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gssr-996	384	11	in	in	ADP
gssr-996	384	12	nigeria	nigeria	PROPN
gssr-996	384	13	.	.	PUNCT
gssr-996	385	1	retrieved	retrieve	VERB
gssr-996	385	2	from	from	ADP
gssr-996	385	3	https://www.ncsap.gov.ng	https://www.ncsap.gov.ng	NUM
gssr-996	385	4	https://www.fmard.gov.ng/	https://www.fmard.gov.ng/	NUM
gssr-996	385	5	http://www.fao.org/3/ca7134en/ca7134en.pdf	http://www.fao.org/3/ca7134en/ca7134en.pdf	PROPN
gssr-996	385	6	https://doi.org/10.1108/bfj-05-2020-0420	https://doi.org/10.1108/bfj-05-2020-0420	NOUN
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gssr-996	385	8	https://training.cochrane.org/handbook	https://training.cochrane.org/handbook	PROPN
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gssr-996	386	1	https://doi.org/10.1080/09720073.2022.2021462	https://doi.org/10.1080/09720073.2022.2021462	PROPN
gssr-996	386	2	https://www.iita.org/	https://www.iita.org/	NOUN
gssr-996	386	3	https://doi.org/10.1016/j.procs.2021.01.298	https://doi.org/10.1016/j.procs.2021.01.298	PROPN
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gssr-996	386	7	https://doi.org/10.1016/j.aiia.2021.12.001	https://doi.org/10.1016/j.aiia.2021.12.001	VERB
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gssr-996	386	20	.	.	PUNCT
gssr-996	387	1	(	(	PUNCT
gssr-996	387	2	2021	2021	NUM
gssr-996	387	3	)	)	PUNCT
gssr-996	387	4	.	.	PUNCT
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gssr-996	388	2	in	in	ADP
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gssr-996	388	13	.	.	PUNCT
gssr-996	389	1	retrieved	retrieve	VERB
gssr-996	389	2	from	from	ADP
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gssr-996	389	9	&	&	CCONJ
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gssr-996	389	12	.	.	PUNCT
gssr-996	390	1	(	(	PUNCT
gssr-996	390	2	2022	2022	NUM
gssr-996	390	3	)	)	PUNCT
gssr-996	390	4	.	.	PUNCT
gssr-996	391	1	national	national	ADJ
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gssr-996	391	4	and	and	CCONJ
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gssr-996	391	7	.	.	PUNCT
gssr-996	392	1	retrieved	retrieve	VERB
gssr-996	392	2	from	from	ADP
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gssr-996	392	5	]	]	PUNCT
gssr-996	392	6	.	.	PUNCT
gssr-996	393	1	ogunniyi	ogunniyi	PROPN
gssr-996	393	2	,	,	PUNCT
gssr-996	393	3	l.	l.	PROPN
gssr-996	393	4	t.	t.	PROPN
gssr-996	393	5	(	(	PUNCT
gssr-996	393	6	2021	2021	NUM
gssr-996	393	7	)	)	PUNCT
gssr-996	393	8	.	.	PUNCT
gssr-996	394	1	climate	climate	NOUN
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gssr-996	394	3	and	and	CCONJ
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gssr-996	394	6	on	on	ADP
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gssr-996	394	8	in	in	ADP
gssr-996	394	9	nigeria	nigeria	PROPN
gssr-996	394	10	.	.	PUNCT
gssr-996	395	1	environmental	environmental	ADJ
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gssr-996	395	3	and	and	CCONJ
gssr-996	395	4	policy	policy	NOUN
gssr-996	395	5	,	,	PUNCT
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gssr-996	395	7	,	,	PUNCT
gssr-996	395	8	34	34	NUM
gssr-996	395	9	-	-	SYM
gssr-996	395	10	45	45	NUM
gssr-996	395	11	.	.	PUNCT
gssr-996	396	1	ogunniyi	ogunniyi	PROPN
gssr-996	396	2	,	,	PUNCT
gssr-996	396	3	a.	a.	PROPN
gssr-996	396	4	b.	b.	PROPN
gssr-996	396	5	,	,	PUNCT
gssr-996	396	6	&	&	CCONJ
gssr-996	396	7	adewumi	adewumi	PROPN
gssr-996	396	8	,	,	PUNCT
gssr-996	396	9	a.	a.	NOUN
gssr-996	396	10	o.	o.	NOUN
gssr-996	396	11	(	(	PUNCT
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gssr-996	396	13	)	)	PUNCT
gssr-996	396	14	.	.	PUNCT
gssr-996	397	1	ai	ai	VERB
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gssr-996	397	10	nigeria	nigeria	PROPN
gssr-996	397	11	:	:	PUNCT
gssr-996	397	12	a	a	DET
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gssr-996	397	16	-	-	PUNCT
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gssr-996	397	21	.	.	PUNCT
gssr-996	398	1	agricultural	agricultural	ADJ
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gssr-996	398	5	,	,	PUNCT
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gssr-996	398	7	.	.	PUNCT
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gssr-996	399	3	,	,	PUNCT
gssr-996	399	4	a.	a.	PROPN
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gssr-996	399	6	,	,	PUNCT
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gssr-996	399	8	,	,	PUNCT
gssr-996	399	9	o.	o.	PROPN
gssr-996	399	10	i.	i.	PROPN
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gssr-996	399	18	)	)	PUNCT
gssr-996	399	19	.	.	PUNCT
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gssr-996	400	13	.	.	PUNCT
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gssr-996	401	7	,	,	PUNCT
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gssr-996	401	9	)	)	PUNCT
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gssr-996	401	12	-	-	SYM
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gssr-996	401	14	.	.	PUNCT
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gssr-996	402	8	,	,	PUNCT
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gssr-996	402	12	&	&	CCONJ
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gssr-996	402	14	,	,	PUNCT
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gssr-996	402	16	(	(	PUNCT
gssr-996	402	17	2022	2022	NUM
gssr-996	402	18	)	)	PUNCT
gssr-996	402	19	.	.	PUNCT
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gssr-996	404	5	,	,	PUNCT
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gssr-996	404	7	,	,	PUNCT
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gssr-996	404	9	-	-	SYM
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gssr-996	404	11	.	.	PUNCT
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gssr-996	405	11	,	,	PUNCT
gssr-996	405	12	&	&	CCONJ
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gssr-996	405	14	,	,	PUNCT
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gssr-996	405	17	2021	2021	NUM
gssr-996	405	18	)	)	PUNCT
gssr-996	405	19	.	.	PUNCT
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gssr-996	406	3	of	of	ADP
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gssr-996	406	6	in	in	ADP
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gssr-996	406	13	:	:	PUNCT
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gssr-996	406	19	.	.	PUNCT
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gssr-996	407	5	,	,	PUNCT
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gssr-996	407	7	)	)	PUNCT
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gssr-996	407	10	-	-	SYM
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gssr-996	407	12	.	.	PUNCT
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gssr-996	408	2	oluwaseun	oluwaseun	PROPN
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gssr-996	408	17	(	(	PUNCT
gssr-996	408	18	2022	2022	NUM
gssr-996	408	19	)	)	PUNCT
gssr-996	408	20	.	.	PUNCT
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gssr-996	410	8	)	)	PUNCT
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gssr-996	410	11	-	-	SYM
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gssr-996	410	13	.	.	PUNCT
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gssr-996	411	18	)	)	PUNCT
gssr-996	411	19	.	.	PUNCT
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gssr-996	413	9	)	)	PUNCT
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gssr-996	413	12	-	-	SYM
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gssr-996	413	14	.	.	PUNCT
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gssr-996	414	19	.	.	PUNCT
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gssr-996	416	8	)	)	PUNCT
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gssr-996	416	11	-	-	SYM
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gssr-996	416	13	.	.	PUNCT
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gssr-996	417	18	)	)	PUNCT
gssr-996	417	19	.	.	PUNCT
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gssr-996	419	11	)	)	PUNCT
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gssr-996	420	18	,	,	PUNCT
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gssr-996	420	28	)	)	PUNCT
gssr-996	420	29	.	.	PUNCT
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gssr-996	422	10	)	)	PUNCT
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gssr-996	422	13	-	-	SYM
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gssr-996	422	15	.	.	PUNCT
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gssr-996	425	8	-	-	SYM
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gssr-996	425	10	.	.	PUNCT
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gssr-996	426	10	&	&	CCONJ
gssr-996	426	11	jain	jain	PROPN
gssr-996	426	12	,	,	PUNCT
gssr-996	426	13	s.	s.	PROPN
gssr-996	426	14	(	(	PUNCT
gssr-996	426	15	2021	2021	NUM
gssr-996	426	16	)	)	PUNCT
gssr-996	426	17	.	.	PUNCT
gssr-996	427	1	predictive	predictive	ADJ
gssr-996	427	2	analytics	analytic	NOUN
gssr-996	427	3	in	in	ADP
gssr-996	427	4	agriculture	agriculture	NOUN
gssr-996	427	5	using	use	VERB
gssr-996	427	6	machine	machine	NOUN
gssr-996	427	7	learning	learning	NOUN
gssr-996	427	8	:	:	PUNCT
gssr-996	427	9	a	a	DET
gssr-996	427	10	systematic	systematic	ADJ
gssr-996	427	11	review	review	NOUN
gssr-996	427	12	.	.	PUNCT
gssr-996	428	1	agricultural	agricultural	ADJ
gssr-996	428	2	systems	system	NOUN
gssr-996	428	3	,	,	PUNCT
gssr-996	428	4	182	182	NUM
gssr-996	428	5	,	,	PUNCT
gssr-996	428	6	102870	102870	NUM
gssr-996	428	7	.	.	PUNCT
gssr-996	429	1	sullivan	sullivan	PROPN
gssr-996	429	2	,	,	PUNCT
gssr-996	429	3	s.	s.	PROPN
gssr-996	429	4	,	,	PUNCT
gssr-996	429	5	velez	velez	PROPN
gssr-996	429	6	,	,	PUNCT
gssr-996	429	7	a.	a.	PROPN
gssr-996	429	8	,	,	PUNCT
gssr-996	429	9	&	&	CCONJ
gssr-996	429	10	shikuku	shikuku	PROPN
gssr-996	429	11	,	,	PUNCT
gssr-996	429	12	k.	k.	PROPN
gssr-996	429	13	(	(	PUNCT
gssr-996	429	14	2020	2020	NUM
gssr-996	429	15	)	)	PUNCT
gssr-996	429	16	.	.	PUNCT
gssr-996	430	1	artificial	artificial	ADJ
gssr-996	430	2	intelligence	intelligence	NOUN
gssr-996	430	3	in	in	ADP
gssr-996	430	4	agriculture	agriculture	NOUN
gssr-996	430	5	:	:	PUNCT
gssr-996	430	6	applications	application	NOUN
gssr-996	430	7	and	and	CCONJ
gssr-996	430	8	opportunities	opportunity	NOUN
gssr-996	430	9	.	.	PUNCT
gssr-996	431	1	agroecology	agroecology	NOUN
gssr-996	431	2	and	and	CCONJ
gssr-996	431	3	sustainable	sustainable	ADJ
gssr-996	431	4	food	food	NOUN
gssr-996	431	5	systems	system	NOUN
gssr-996	431	6	,	,	PUNCT
gssr-996	431	7	44(6	44(6	NOUN
gssr-996	431	8	)	)	PUNCT
gssr-996	431	9	,	,	PUNCT
gssr-996	431	10	677	677	NUM
gssr-996	431	11	-	-	SYM
gssr-996	431	12	693	693	NUM
gssr-996	431	13	.	.	PUNCT
gssr-996	432	1	https://doi.org/10.1080/21683565.2020.1776300	https://doi.org/10.1080/21683565.2020.1776300	NOUN
gssr-996	432	2	thomas	thomas	PROPN
gssr-996	432	3	,	,	PUNCT
gssr-996	432	4	j.	j.	PROPN
gssr-996	432	5	,	,	PUNCT
gssr-996	432	6	&	&	CCONJ
gssr-996	432	7	harden	harden	PROPN
gssr-996	432	8	,	,	PUNCT
gssr-996	432	9	a.	a.	NOUN
gssr-996	432	10	(	(	PUNCT
gssr-996	432	11	2008	2008	NUM
gssr-996	432	12	)	)	PUNCT
gssr-996	432	13	.	.	PUNCT
gssr-996	433	1	methods	method	NOUN
gssr-996	433	2	for	for	ADP
gssr-996	433	3	the	the	DET
gssr-996	433	4	thematic	thematic	ADJ
gssr-996	433	5	synthesis	synthesis	NOUN
gssr-996	433	6	of	of	ADP
gssr-996	433	7	qualitative	qualitative	ADJ
gssr-996	433	8	research	research	NOUN
gssr-996	433	9	in	in	ADP
gssr-996	433	10	systematic	systematic	ADJ
gssr-996	433	11	reviews	review	NOUN
gssr-996	433	12	.	.	PUNCT
gssr-996	434	1	bmc	bmc	PROPN
gssr-996	434	2	medical	medical	ADJ
gssr-996	434	3	research	research	NOUN
gssr-996	434	4	methodology	methodology	NOUN
gssr-996	434	5	,	,	PUNCT
gssr-996	434	6	8(1	8(1	NOUN
gssr-996	434	7	)	)	PUNCT
gssr-996	434	8	,	,	PUNCT
gssr-996	434	9	45	45	NUM
gssr-996	434	10	.	.	PUNCT
gssr-996	435	1	https://doi.org/10.1186/1471-2288-8-45	https://doi.org/10.1186/1471-2288-8-45	X
gssr-996	435	2	united	united	PROPN
gssr-996	435	3	nations	nations	PROPN
gssr-996	435	4	.	.	PUNCT
gssr-996	436	1	(	(	PUNCT
gssr-996	436	2	2019	2019	NUM
gssr-996	436	3	)	)	PUNCT
gssr-996	436	4	.	.	PUNCT
gssr-996	437	1	the	the	DET
gssr-996	437	2	2030	2030	NUM
gssr-996	437	3	agenda	agenda	NOUN
gssr-996	437	4	for	for	ADP
gssr-996	437	5	sustainable	sustainable	ADJ
gssr-996	437	6	development	development	NOUN
gssr-996	437	7	.	.	PUNCT
gssr-996	438	1	un	un	PROPN
gssr-996	438	2	.	.	PUNCT
gssr-996	439	1	https://www.un.org/sustainabledevelopment/development-agenda/	https://www.un.org/sustainabledevelopment/development-agenda/	PROPN
gssr-996	439	2	wolfert	wolfert	NOUN
gssr-996	439	3	,	,	PUNCT
gssr-996	439	4	s.	s.	PROPN
gssr-996	439	5	,	,	PUNCT
gssr-996	439	6	ge	ge	PROPN
gssr-996	439	7	,	,	PUNCT
gssr-996	439	8	l.	l.	PROPN
gssr-996	439	9	,	,	PUNCT
gssr-996	439	10	verdouw	verdouw	ADJ
gssr-996	439	11	,	,	PUNCT
gssr-996	439	12	c.	c.	PROPN
gssr-996	439	13	,	,	PUNCT
gssr-996	439	14	&	&	CCONJ
gssr-996	439	15	bogaardt	bogaardt	PROPN
gssr-996	439	16	,	,	PUNCT
gssr-996	439	17	m.	m.	NOUN
gssr-996	439	18	j.	j.	PROPN
gssr-996	439	19	(	(	PUNCT
gssr-996	439	20	2017	2017	NUM
gssr-996	439	21	)	)	PUNCT
gssr-996	439	22	.	.	PUNCT
gssr-996	440	1	big	big	ADJ
gssr-996	440	2	data	datum	NOUN
gssr-996	440	3	in	in	ADP
gssr-996	440	4	smart	smart	ADJ
gssr-996	440	5	farming	farming	NOUN
gssr-996	440	6	–	–	PUNCT
gssr-996	440	7	a	a	DET
gssr-996	440	8	review	review	NOUN
gssr-996	440	9	.	.	PUNCT
gssr-996	441	1	agricultural	agricultural	ADJ
gssr-996	441	2	systems	system	NOUN
gssr-996	441	3	,	,	PUNCT
gssr-996	441	4	153	153	NUM
gssr-996	441	5	,	,	PUNCT
gssr-996	441	6	69	69	NUM
gssr-996	441	7	-	-	SYM
gssr-996	441	8	80	80	NUM
gssr-996	441	9	.	.	PUNCT
gssr-996	442	1	https://doi.org/10.1016/j.agsy.2017.01.023	https://doi.org/10.1016/j.agsy.2017.01.023	NUM
gssr-996	442	2	world	world	NOUN
gssr-996	442	3	food	food	NOUN
gssr-996	442	4	programme	programme	NOUN
gssr-996	442	5	.	.	PUNCT
gssr-996	443	1	(	(	PUNCT
gssr-996	443	2	2022	2022	NUM
gssr-996	443	3	)	)	PUNCT
gssr-996	443	4	.	.	PUNCT
gssr-996	444	1	nigeria	nigeria	PROPN
gssr-996	444	2	:	:	PUNCT
gssr-996	444	3	country	country	NOUN
gssr-996	444	4	brief	brief	NOUN
gssr-996	444	5	.	.	PUNCT
gssr-996	445	1	wfp	wfp	PROPN
gssr-996	445	2	.	.	PUNCT
gssr-996	446	1	https://www.wfp.org/countries/nigeria	https://www.wfp.org/countries/nigeria	PROPN
gssr-996	446	2	https://www.nifor.gov.ng/	https://www.nifor.gov.ng/	PROPN
gssr-996	446	3	https://doi.org/10.1016/j.agsy.2021.102999	https://doi.org/10.1016/j.agsy.2021.102999	PROPN
gssr-996	446	4	https://doi.org/10.17265/2152-1130/2022.04.002	https://doi.org/10.17265/2152-1130/2022.04.002	PROPN
gssr-996	446	5	https://doi.org/10.1016/j.jrurstud.2022.04.003	https://doi.org/10.1016/j.jrurstud.2022.04.003	PROPN
gssr-996	446	6	https://doi.org/10.1016/j.oilpalres.2021.01.002	https://doi.org/10.1016/j.oilpalres.2021.01.002	NOUN
gssr-996	446	7	https://doi.org/10.3923/ijar.2022.45.58	https://doi.org/10.3923/ijar.2022.45.58	PROPN
gssr-996	446	8	https://doi.org/10.1108/ijccsm-02-2021-0035	https://doi.org/10.1108/ijccsm-02-2021-0035	PROPN
gssr-996	446	9	https://doi.org/10.1097/xeb.0000000000000050	https://doi.org/10.1097/xeb.0000000000000050	X
gssr-996	447	1	https://doi.org/10.4236/as.2020.114019	https://doi.org/10.4236/as.2020.114019	NOUN
gssr-996	448	1	https://doi.org/10.1080/21683565.2020.1776300	https://doi.org/10.1080/21683565.2020.1776300	INTJ
gssr-996	448	2	https://doi.org/10.1186/1471-2288-8-45	https://doi.org/10.1186/1471-2288-8-45	PUNCT
gssr-996	449	1	https://www.un.org/sustainabledevelopment/development-agenda/	https://www.un.org/sustainabledevelopment/development-agenda/	PROPN
gssr-996	449	2	https://doi.org/10.1016/j.agsy.2017.01.023	https://doi.org/10.1016/j.agsy.2017.01.023	NUM
gssr-996	449	3	https://www.wfp.org/countries/nigeria	https://www.wfp.org/countries/nigeria	PROPN
gssr-996	449	4	global	global	ADJ
gssr-996	449	5	sustainability	sustainability	PROPN
gssr-996	449	6	research	research	NOUN
gssr-996	449	7	global	global	ADJ
gssr-996	449	8	scientific	scientific	ADJ
gssr-996	449	9	research	research	NOUN
gssr-996	449	10	113	113	NUM
gssr-996	449	11	zhang	zhang	PROPN
gssr-996	449	12	,	,	PUNCT
gssr-996	449	13	c.	c.	PROPN
gssr-996	449	14	,	,	PUNCT
gssr-996	449	15	wang	wang	PROPN
gssr-996	449	16	,	,	PUNCT
gssr-996	449	17	y.	y.	PROPN
gssr-996	449	18	,	,	PUNCT
gssr-996	449	19	&	&	CCONJ
gssr-996	449	20	zhang	zhang	PROPN
gssr-996	449	21	,	,	PUNCT
gssr-996	449	22	s.	s.	PROPN
gssr-996	449	23	(	(	PUNCT
gssr-996	449	24	2019	2019	NUM
gssr-996	449	25	)	)	PUNCT
gssr-996	449	26	.	.	PUNCT
gssr-996	450	1	the	the	DET
gssr-996	450	2	impact	impact	NOUN
gssr-996	450	3	of	of	ADP
gssr-996	450	4	artificial	artificial	ADJ
gssr-996	450	5	intelligence	intelligence	NOUN
gssr-996	450	6	on	on	ADP
gssr-996	450	7	agricultural	agricultural	ADJ
gssr-996	450	8	production	production	NOUN
gssr-996	450	9	:	:	PUNCT
gssr-996	450	10	a	a	DET
gssr-996	450	11	review	review	NOUN
gssr-996	450	12	.	.	PUNCT
gssr-996	451	1	journal	journal	NOUN
gssr-996	451	2	of	of	ADP
gssr-996	451	3	cleaner	clean	ADJ
gssr-996	451	4	production	production	NOUN
gssr-996	451	5	,	,	PUNCT
gssr-996	451	6	239	239	NUM
gssr-996	451	7	,	,	PUNCT
gssr-996	451	8	118073	118073	NUM
gssr-996	451	9	.	.	PUNCT
gssr-996	452	1	zhang	zhang	PROPN
gssr-996	452	2	,	,	PUNCT
gssr-996	452	3	q.	q.	PROPN
gssr-996	452	4	(	(	PUNCT
gssr-996	452	5	2022	2022	NUM
gssr-996	452	6	)	)	PUNCT
gssr-996	452	7	.	.	PUNCT
gssr-996	453	1	analysis	analysis	NOUN
gssr-996	453	2	of	of	ADP
gssr-996	453	3	agricultural	agricultural	ADJ
gssr-996	453	4	products	product	NOUN
gssr-996	453	5	supply	supply	NOUN
gssr-996	453	6	chain	chain	NOUN
gssr-996	453	7	traceability	traceability	NOUN
gssr-996	453	8	system	system	NOUN
gssr-996	453	9	based	base	VERB
gssr-996	453	10	on	on	ADP
gssr-996	453	11	internet	internet	NOUN
gssr-996	453	12	of	of	ADP
gssr-996	453	13	things	thing	NOUN
gssr-996	453	14	and	and	CCONJ
gssr-996	453	15	blockchain	blockchain	NOUN
gssr-996	453	16	.	.	PUNCT
gssr-996	453	17	2022	2022	NUM
gssr-996	453	18	.	.	PUNCT
gssr-996	454	1	zhang	zhang	PROPN
gssr-996	454	2	,	,	PUNCT
gssr-996	454	3	y.	y.	PROPN
gssr-996	454	4	,	,	PUNCT
gssr-996	454	5	wang	wang	PROPN
gssr-996	454	6	,	,	PUNCT
gssr-996	454	7	y.	y.	PROPN
gssr-996	454	8	,	,	PUNCT
gssr-996	454	9	&	&	CCONJ
gssr-996	454	10	huang	huang	PROPN
gssr-996	454	11	,	,	PUNCT
gssr-996	454	12	w.	w.	PROPN
gssr-996	454	13	(	(	PUNCT
gssr-996	454	14	2020	2020	NUM
gssr-996	454	15	)	)	PUNCT
gssr-996	454	16	.	.	PUNCT
gssr-996	455	1	intelligent	intelligent	ADJ
gssr-996	455	2	agriculture	agriculture	NOUN
gssr-996	455	3	:	:	PUNCT
gssr-996	455	4	a	a	DET
gssr-996	455	5	review	review	NOUN
gssr-996	455	6	of	of	ADP
gssr-996	455	7	artificial	artificial	ADJ
gssr-996	455	8	intelligence	intelligence	NOUN
gssr-996	455	9	applications	application	NOUN
gssr-996	455	10	in	in	ADP
gssr-996	455	11	agriculture	agriculture	NOUN
gssr-996	455	12	.	.	PUNCT
gssr-996	456	1	computers	computer	NOUN
gssr-996	456	2	and	and	CCONJ
gssr-996	456	3	electronics	electronic	NOUN
gssr-996	456	4	in	in	ADP
gssr-996	456	5	agriculture	agriculture	NOUN
gssr-996	456	6	,	,	PUNCT
gssr-996	456	7	170	170	NUM
gssr-996	456	8	,	,	PUNCT
gssr-996	456	9	105291	105291	NUM
gssr-996	456	10	.	.	PUNCT
gssr-996	457	1	https://doi.org/10.1016/j.compag.2019.105291	https://doi.org/10.1016/j.compag.2019.105291	PROPN
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